Weekly_Participation_6.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Let $\\sigma(x)=x_{+}$denote the ReLU activation function. Write the function $s$ given below using a one hidden layer ReLU neural network containing 2 neurons."
   ]
  },
  {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![1.jpg](attachment:1.jpg)"
   ]
  },
  {
   "attachments": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![IMG-0083%20-%20Copy.PNG](attachment:IMG-0083%20-%20Copy.PNG)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def relu(x):\n",
    "\treturn(max(0.0, x))\n",
    "\n",
    "\n",
    "def s(x):\n",
    "    return(relu(x + 1) - relu(x))\n",
    "\n",
    "x = np.arange(-2,1,0.2)\n",
    "\n",
    "y = np.zeros(x.shape).reshape(-1)\n",
    "\n",
    "for i in range(len(x)):\n",
    "    y[i] = s(x[i])\n",
    "    \n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Express the spike $f$ function below in terms of $s$, and give a two-hidden layer ReLU neural network containing 5 neurons that computes $f$."
   ]
  },
  {
   "attachments": {
    "2.jpg": {
     "image/jpeg": 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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![2.jpg](attachment:2.jpg)"
   ]
  },
  {
   "attachments": {
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FABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/0/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlf4sftANpd83gv4bx/2pr8j+Q9zGvnJDITt8uFBnzZc+xVTxhjkDxMdmnK/ZUNZH6fwrwGq1P6/mj5KS1s9Lru30j+L8tG8TwF+zhdardf8ACV/Fy7l1C/um81rHzSzE/wDTzMDkn/YQ4GB8xGVrPC5Q5P2mJd32/wAztz3xDhRh9TyWKjBac1v/AElfq/u6n1rp2m6dpFnFp+lWsVlaQDbHDAgjRR7KoAFe7CEYrlirI/KcRiKtebq1pOUnu27svVRiFABQAUAFABQB5X8QPg74K+IkTyanaC01Mj5NQtgEmB7b+MSD2cHjoR1rixWX0q695a9z6fIeLsflkkqMrw/leq+Xb5fO58tR3nxR/Zq1SO2vc674PuJCEwW8hsnPyE5MEuMnacq3P3sZHiqWIwMrPWH9fcfp0qOUcVUXOn+7xCXz+f8ANHz3Xls/s3wZ428PePdFi13w7c+dA/yyRtgSwyYyY5FydrD8iOQSMGvoMPiIVoKcGfj2cZNicurvD4qNn0fRrun2/p6nWVueWFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkj45/FzU5dRHwt+Hhe41m9YW95Pb8ujPx9niI6OR/rGz8g4znO3wsyx8ub6vQ+J7n6rwVwpSVL+18z0px1ins7fafl2XX0tf0L4OfBbSvhvYJqWoKl74luE/fXGMrAGHMUOeg7M3VvYcV15fl0aCu9ZHg8X8ZVs0qOlS92itl383+i6eup7rXpHxAUAFABQAUAFABQAUAFAFHU9M0/WrC40vVbaO8srpDHLDKoZWU+oP5g9QeRUzhGScZLQ2w2Jq0Kka1GTjJbNHwv4r8L+J/2cvFsXjHwe8l54XvpBHLC5JAUnP2ec/n5UnUHg853fNV6NTA1Pa0tYv+rP8ARn7bleZ4TijBPA45ctaKun/7cv8A26P9L7P8HeLtG8ceH7TxHocvmW10PmQ43xSD78cgHRlPX14IyCDX0OHrxqwU4bH49m+U18vxMsLiFqvua6NeT/rU6etjzQoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxn43/ABLX4ceEXlsnH9taput7BTglDj55iD2jBGOvzFQRjNefmWM9hTut3sfYcF8OPNMalUX7uGsv0Xz/ACucH+zr8LToWmjx/wCI4zLr2tIZIPO+Z4LeTncSefMmzuY9QpA4JYVzZTguSPtp/E/6/E9zxB4n+sVf7NwrtSho7bNrp6R2Xnr2PqKvZPzMKACgAoAKACgAoAKACgAoAKAMzWNH03xBpd3our263VjexmKaJ+jKf1BB5BHIPI5qKlNTi4yWjOjB4urhq0a9CVpRd0z4e8LX+pfs7/FWbwprU7SeFtaZSsz/AHfLc7Yrj0DRnKS47ZODha+boSlgsR7OXwv+r/5n7XmlClxPk6xlBWr0+nmt4+j3j/w595ggjI5zX05+GC0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/1v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4OgjPx7+PEss37/wx4ePA6o9tbvhR6H7RKcnvsJ/u18yl9cxmvwx/r8WfuM5f6ucOpR0rVPvTa/8AbV+PqfeAAAAHAFfTH4cLQAUAFABQAUAFABQAUAFABQAUAFAHhP7QXgBPGvgW4vLWLfq2ghry2IGWZAP30Q/3lGQB1ZVFebmuF9rRbW61Pt+As+eAzGMJv3Knuv16P5P8GyH9nXx03jDwFFY3snmal4fK2cxJyzxYzBIfqoKZPJKE96WVYn2tGz3WhfiDkiwOYupTXuVPeXr9pffr80e+V6Z8KFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9f9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDy34z+KG8I/DbXdTgfZdTQ/ZLcg4bzbg+XuU+qKS4/3a4swrezoSkj6bg/LFjc1o0ZL3U7v0Wv47fM89/Ze8KLonw/bXpUxdeIZ2lz0PkQkxxKfx3sPZq5cloclHne7Pf8AEzNHiMy+rp+7TVvm9X+i+R9KV65+dBQAUAFABQAUAFABQByHiTx74P8ACF3YWPiTVodPuNSbbbpIGO7kDLFQQi5P3nwvvWFbE06bSnK1z1suyLG42E6mFpOShvb+tX5K7Ovrc8kKACgAoAQgHg8g0AfDnw7X/hV/7RGreDAfK0zWjJFCv8AWRftNtj1Kj90Pcmvm8Ivq+NlS6P8A4df5H7XxA/7X4YpY7edOzfy92X3/ABfI+5K+kPxQKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkD9rrVpI9D8NaAhyL27mumA65t0CL+fnH8q8HPqnuQh3f8AX5n614T4VPEYjEv7KS+93/8AbT6i8L6Onh7w3pGhIABptnBbcdzEgUn8SM17VGnyQjDsj8yzLFvE4qriH9qTf3u5u1ocQUAFABQBwXxO8YTeA/A2r+KbaFbi4skRYY5M7DJLIsSFsYJUFskAjIGMiuXGV/Y0pVF0Pc4aymOY5hSwcnZSvd+STb/I8k8GfGrxFbW+kyfFXSo9L0/X0jk07Wbb/jzbzF3Kk/zP5Te5I9wAC1cOHzCaUfrCsns+nz7H1eccG4Wcqqyeo5zp35oP4tN3HRXX9XvofS4IYAg5B6EV7B+cB05PQUAfm/8AELV7L4q/Hix0+0uPtOkm8tNLikToYVcecyHoQXaQqe4wa+RxVRYjGJLa6X+Z/RGQYSeT8Ozqzjapyym1520v8rXP0hr64/ncKACgAoAKAPiT9pZG8M/EXwV46txtdQucd2sZ1l5+okA+gr5zOP3denWX9WZ+z+HDWLyvF5fL+ueLX6H20GDAMpyDyCO4r6M/GGhaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//R/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+Jf2jh/aHxV8C6M/MbrBx/wBd7vYf0UV87m2uIpR/rc/ZvDz91k+MrrfX8I3/AFPtqvoj8ZCgAoAKACgDlfG3hW08beFdU8L3rmKLUYdgkAzskUh43xxna6qcZ5xiscRQVWm6b6np5Nmk8BjKeLpq7i9u62a+aufF2m+NvFXwbtZPhv8AFTw0uveGizLbl1DIU3bv3TOCkqZ+YI2GUnkjGB87DE1MKvYYiF4n7HiclweeTWaZPiPZ1uve+2qWqfS6un57nttr+1B8K2tQx+32uxQFha2G4ADgDYzL/wCPV6Uc5w9uq+R8ZV8M84U7e6/Pm/zSZ5H4y+N3i34sSt4H+FukXUNvegpPKcfaJIjwQxUlIY+cMxY5HGQMg8GIzKpiP3WHjv8A18j6vJ+C8Fky/tDN6qbjsuif5yfZW+TPKPhxoFz4a+Oei+HtQZJLnTdT8mVo8lC6Kc7SQCRnocCuHB0nTxcYS3TPqeIsfDF8PVcVSVlKN1fezZ+oNfZn80BQAUAFABQB8jftdWqv4Z8O3pHzQ38kQ+kkW4/+gCvCz6P7uL8z9X8J6rWLr0+8U/uf/BPpjwjcte+FNCvHOWuNOtZSfUvErf1r2KDvTi/JH5vmtNU8ZWprpKS+5s6GtTgCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9L9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4l/aIP2P4v+A9Tk4jQWuSen7q8LH9Gr53NdMTSl6fmfs3h/wC/kmNpLf3vxhY+2q+iPxkKACgAoAKACgCreWNlqNs9nqFtFd28nDxTIsiMPdWBB/KlKKas0aUa06UlOlJxa6p2Z55cfBr4W3M/2iXwrp6vnOI4/LX/AL4Qhf0rkeX4du/Ij36fF+bwjyrEy+bv+L1O30fQdE8PWv2LQtOttNt85MdrEsSk+pCgZPuea6KdKMFaCseNi8diMTP2mIqOT7tt/mfnH4h8QWfhL9oXUfEd8sktrp2syTSrCAzlechQSBnnuRXydaqqWNc3smf0Ll+AnjeGaeFp2UpQSV9j7X+FXxRm+J8Gp3y+H7jSLGzkRLa4lfelyG3btp2KAybRuALAZHNfRYLG/WE3y2X5n41xRwzHKZU6ftlOUk7pK3Lt5vR9Ntj1uu4+VCgAoAKAPkv9rmdV8JaBan70motIB7JCwP8A6EK8LPn+6ivM/VPCiD+u1p9o/m1/kfR3guFrbwd4et34aHTLRCPdYVFexh1anFeSPzzOJqeOryXWUvzZ01annBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+N/2utNlFn4V1+Ebfss9xbM4/vSBJI/y8tzXz+fQdoTXQ/XvCfER9picNLqk/uun+aPrTRNTi1rRtO1mD/VajbQ3Kf7sqBx+hr3ac1KKkup+VY3DSw9epQlvFtfc7GpVnMFABQAUAFABQBka7ruk+GtJutb1y6SzsLNN8sr9AOgAA5LE8AAEknA5qKtWMIuc3ZHVgsFWxVaOHw8eaUtl/X59D4Z8VfGn4hfFnW/8AhEfhpa3FhZTkqogO26lTOC80wOIU9QCAM4LHOK+ar5jWxM/Z4dWX4/8AAP23K+Dcsyah9dzWSlJd/hT7JfafqvRI8os/CEng74w6N4R8TC3vzb6ppyXa48yGRbgxSMCHA3Lh8HI59K4Y4f2WKjTqa6r8T6mtmyx2SVcbhLxvCdujVrrps9D9UIoooIkhgRY44wFRFAVVA4AAHAAr7ZK2iP5hlJyblJ3bJKCQoAKACgD4n/anmfW/FfgvwZac3Modwo5y15KkMfH1javnc7fPUp0l/Vz9l8MILD4PF4+ey/8AbU2/zR9qRRpBEkMQCpGoVQOwAwBX0SR+Nyk5NyfUkoEFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxr4++Gm8TfC/WYoU33Omquowj3t+ZPx8ouB715+aUfaYeSXTU+v4EzL6pm9Jyekvdfz2/Gxjfs2+KF8QfDO0sZH3XWhSvYyAnnYDviOPTYwUf7prPKK3PQS6rQ7PEXLHhs2lUS92olJeuz/FX+Z79XqHwgUAFABQAUAFAHwz+1xr+oHVNB8LqxSwW3a+dR0klZ2jUn12Kpx/vGvm8+qyvGn03P2zwowFP2NbFv4r8vorJ/jf8AA+jvg34D0TwR4L04adGkl7qdtDdXl3j55nkQOBn+4m7CD056kk+tl+FhSpLl3e7Pzzi/PMRmGPqe1fuwbUV2SdvvfV/pY+PP2gc6R8bl1RflZlsLsH3jCr/7TrwM193FqXoz9c4C/f5A6L/vx+/X9T9G6+tP56CgAoAKACgD4c0V/wDhZ/7Tdxqkf77TPDbs6HOVCWIEUZU+jXBDj2Jr5um/b49y6R/T/gn7XjF/ZPCcaL0nV/8AbtX90dD7jr6Q/FAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAZJHHLG0Uqh0cFWVhkEHggg9QaGhxk07o+FvAFw/wT+OGo+CtQYxaJrzrFA7/d2yMWs5CT1wSYmPQEt6V81hX9VxbpPaX9L/I/bs+prP8Ah+nj6avUp6v5fGv/AG5eVu592V9KfiAUAFABQAUAFAHxr+114ekl0/w94phTK20stjOf+uoEkX4Ao/5ivn8+pXjGovQ/X/CfMEqtfBye6Ul8tH+a+49m+AvimLxR8MdGfeGudKj/ALOuF7q1uAqZ/wB6PY3416GWV1UoR7rT7j47jnLHhM2qq2k3zL57/jdHyp+1jEE+I+nSKMebo0BJ9xPOP5AV4mer9+vT9WfqPhXK+V1F2m//AEmJ+g9pN9otYJ/+esav/wB9DNfVJ3Vz8Dqx5ZuPYsUyAoAKAPKPjN47TwB4Ev8AUoZdmpXgNpYAfe86UH5x/wBc1y/pkAd64swxPsaLl12R9RwfkbzLMIUpL3I6y9F0+b0PPf2YPBD+HvBs3ia+jKXviN1kTcOVtY8iLr/fJZ/dStcmTYbkpe0e8vyPoPEvOliccsJTfu0tP+3nv92i9bn0zXsH5uFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf//W/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPnT9or4ZyeNPDK+INHhL63oKtIqoPnntuskYxyWX76D6gDLV5ObYP2tPnj8SP0Hw+4kWAxf1au/3dTT0l0fo9n8n0NP4DfFKP4g+GV0/UpgfEOjosd0GPzTxjhJx656P6NzwGWryzG+2p8sviX9XObjnhh5bi/a0l+6nqvJ9Y/5eXoz3ivTPhwoAKACgAoA5Pxx4Ts/G/hTU/DF6QqX0JWOQjPlyr80cn/AXAOO4471hiaCq03TfU9TJM1nl+Mp4un9l7d11XzR8EfBvxtefB/x/feGvFYa00+7l+x36t0gmjJEc/uoyQSOCjbucCvmMvxLw1Z06miej/zP3Xi/Jaed5bDF4PWUVzR80916/qrdzY/aylil8faQ0ThwdFhYFTkENcT4OavPX++j6fqzk8K4tZbVv/O//SYn33pKsml2KOMMtvECPcIM19TD4UfhGKadWbXd/maFUYBQBDcXEFrBLdXMiwwQI0kkjkKqKoyzMTwABySaTaSuyqdOU5KEFdvRI+Db6e9/aR+LUNna+YnhHQur8ri3DDe/bElwwAXuFAOPlNfMybx2JsvgX9fifudGFPhbJXUnb29T8+i9I9e79UfeVvBDawRWttGsUMCLHGiDCqijAUAdABwK+mSSVkfhlSpKcnObu3uTUyQoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//X/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4j+Lnw+1z4XeKE+Lfw5BhtBL5l7boCUgZz8+UHWCXOGH8JPGBt2/OY/Czw9T6zQ+f9dj9n4Uz7D5vhHkuaaytaL6u22v8y6d187/AEn8M/idoPxM0RdQ01hBfQBReWTNmSBz3/2kb+Fx16HBBA9jB4yFeHNHfqj864k4axGVYj2VXWL+GXRr9H3X5qzPSa6z50KACgAoAKAPnD45/BBfiFGPEXhwRweI7ZAjq5CJdxr0Vm6CReiseCPlY4wV8jMst9v78Pi/M/Q+CeNf7Mf1XFXdJ/fF915Pqvmut/nLwZ8BfiP4k8S2EPjKyuLHSNNMcc0t3IGPkRHIggG5iQeQuPlXOfQHycPldedRe1Vku/5H6FnHHWV4XCTlgZqVSV7JLq/tS0Xz6v8AFfo5X1p/PQUANd0jRpJGCKgJLE4AA6kmgaTbsj4h+K/xN1b4q63H8K/hkGurOeTZd3UZwtwVOSAw6W6dWf8Aixx8uN3zeOxksRP6vh9ur/roftHC3DVHJ8O84zbSSWi7f/bPounrt9O/DP4d6V8NfDUOiWGJrqTEt5dEYaeYjk+yr0Rew9ySfZweEjQp8kfmfmvEnEFbNcW8RU0S0iuy/wA+7/Sx6HXWeAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAjliiuIpIJ41lilUo6OAysrDBBB4II6g0mr6MqE3FqUXZo+L/iD8FfE3gDWj8Qfg9JNGISZJrCH5pIgeWEaHPmxHvGQSOwYfd+fxWXVKM/bYX7j9hyDjLCZlQ/s3PEnfRSez9X9mX978uvofwx/aM8N+Lli0nxUY9B1zhMudtrO3T5Hb7jE/wOfQBmNdWDzaFT3amj/A8DiXw9xWCbrYO9Sn/wCTL1XX1XzSPpDryOhr1z87FoAKACgAoAKACgDmPFXjHw14K046p4l1CKxg5CBjmSRh/DGgyzn2A46nArGviIUo81R2PSyvKMVj6vssJByf4L1eyPjTxH8QPiD8f9Uk8IeALKXTfDwIFzI527kJ+9dSrkKuOkS5J5+/xj5+riq2Ml7KirR/rf8AyP2DL8hyzhuisbmU1Kr0Xn/dXV/3na3kfUXww+FXh/4Y6UbbTx9q1K5Ufa751w8pH8KjnYgPRQfcknmvZwWChh42jv1Z+ZcS8UYnNq3PV0gvhj0X+b8/uPUK7T5oKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxH4j/Afwb8QWl1BUOj60/JvbZRiRvWaLgP9QVb/axxXnYvLKVbXZ9z7Ph3jnHZbalfnp/yvp6Pp+K8jwGOx/aE+CP7uwB8SeHoPuooa7gVB/scTwgDrtwme5ry+XG4T4fej9//AAT7yVbhnP8AWr+6qv0i/v8Ahl89fQ7vw5+1j4WuwsHinSbvSZ87WkgIuIc9yfuOv0Ct9a6aOeU3pUi0eHmPhXjIe9g6qmvP3X+q/FHsWl/Gf4WawAbTxTYx57XTm1P5ThK9CGYYeW01+X5nyOK4Ozeg7Tw0n6Lm/wDSbnUR+NvBkq7ovEWluvqt3CR+j1usRTe0l955ksmx0XZ0J/8AgL/yKV38R/h9YqWuvFOkx7e32yEt+ChiT+AqJYujHea+82pcPZlU0hhpv/t1/wCR5zrn7Sfwq0dW+z6jNq8q8eXZQOf/AB+Xy0P4Ma5Kub4eOzv6H0OC8Os4r/FTUF3k1+Su/wADxy//AGh/iR47uH0n4XeGXgY/KZ9hu5kyeGJwIYh67ww968+Wa16z5cPD9f8AgH19Dw/yvL4qtm+Iv5X5V+fM/lYv+Gv2b/EnifUV8R/F7W5rieTBa0jmMsxHXZJOcqijptjyMdGWqo5ROpL2mJlfyMMx8RMLhKX1XJKKSXVqy9VHd+rt5pn1toXh/RfDOmxaRoFjFp9lD92KEYGe7MerMe7Eknua92lShCPLBWR+U47H18XVdfEzcpPq/wCtF5LQ2K0OQKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOO8Q/D7wR4rLP4g0GzvpX6zNEFm/7+ptf/AMernq4WlU+OKZ6+X5/j8Hphq0ortfT7np+B5JqX7LnwuvnL2q6hpgPRba53KP8Av+kp/WuGeS4d7XXz/wAz6vDeJub01abjP1j/APItHMyfsjeECxMWvakq+jCFj+YQfyrF5DS/mZ6MfFfHdaMfx/zLlp+yX4BiIN3qurXBHZZIUU/UeUT+tVHIqK3bMavirmT+CnBfJv8AU9C0X4A/CjRGSWPQI72ZP472R7gH6xuTH/45XVTyvDw2jf11PBxvHec4hNOu4r+6kvxSv+J61Z2Vnp1ulnp9vFa28YwkUKBEUeyqABXfGKSskfKVq06snOpJtvq3dlqmZhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9P9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//1P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPzJ8UftM/EGx8a+LJNC1TOmyyS2mmxvHG8cCxShUnVWU5YorfeyCW5BwMfqOF4XwssNSVWPvaN766bff8AkfH1s3rKrNwenQ+6Pg34p1Txp8NNA8Sa3NHPqN5FJ9okiVVDPHK8eSq8AkKCwAABzgAcV8FnWEhh8ZUo01ZLb7rn0eX1pVaEZz3PTq8s7QoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDhPif4l/4RD4feI/ESvslsrGXyG/6byDy4f/IjLXfleF9viqdLu/w6/gcuMrezoyn5H4tV+3HwJ9W/Czx14o+AWp6RD4pjkm8G+L7SDUEZMuqCeNW86L/bjyFlTqQAefkNfJZtgKOaQm6L/eQbX3dH5Po/+Cezg8TUwkl7T4Za/wBfr/wx+lNjfWep2VvqOnzpc2l1GssMsbBkdHGVZSOoIr8yqU5Qk4TVmj62MlJKUdi1UFBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9b9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkL9sXxL/Z3gbSvDUT7ZdbvfMcesNou5h/38eM/hX2PBmF58TKs/sr8X/wLnhZ9W5aUafd/kfLWofDdPD/7P9v431KADUvEGtW/2YsPmjs0hnC49PNbLHsVCGvq6eZ+1zR4aD92MXf1uvy/zPGnhOTCKrLdv8NT7l0j4faD8SvgR4U8Oa7HgPoli9vcKAZLeYW67ZEJ9OhHRhkGvg62Y1cHmdWrS/md13V9j6OGFhXwkIT7L8j56+F/j7xB8AvGE3wp+JTFdCll3Wl2cmODzGO2aNj1gkP3x/A2TwQ4P0ea5fSzTDrHYP4+q7+T8107/ceVg8VPCVPq9fb+vwP0AR0kRZI2Do4BVlOQQehBr89atoz6dMdSGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9f9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPjr44fCXxp8T/iz4ajS1I8JwWscdxeLIgEQ813uPlJ3b2Xaq4BB49Dj7PIs4w+DwNR3/eN6Lvpp8jwMxwNWviI6e73/ADNP9re1trH4Q6ZY2cSwW9tqtpFFGgwqIkEyqoHoAABWXB83LHylJ6uL/NF55FLDxS2uvyZ7f8JP+SW+DP8AsCWP/ohK8LOP99rf4n+Z6WB/gQ9F+Rk/F74UaP8AFbw42m3e221S0DPp97jLRSEfdbHJjfADD6EcgVtk+b1MDW546xe67/8ABM8dgo4iFnutmfO/wG+KGveDPEX/AApD4lRyQ3NvL9m02aTLGNv4IC3O6NxgwuOmQPuldv0nEGVUsRS/tHB7PV/5+vf+r+VlmMnSn9Vr/L/L/I+4a+EPowoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/9D9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5V/bB/5JXZ/9hm3/APRM9fWcG/76/wDC/wA0eJn38Bev6M9n+En/ACS3wZ/2BLH/ANEJXiZx/vtb/E/zPRwP8CHovyPQ6846jm77wh4X1PXbHxNqGk21xq+mjbbXckYMsY5Iw3sSSuc4JJGDXTTxlaFOVGM2ovdGMsPTlNVJR1R0lcxsFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/0f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlX9sH/kldn/2Gbf8A9Ez19Zwb/vr/AML/ADR4mffwF6/oz2f4Sf8AJLfBn/YEsf8A0QleJnH++1v8T/M9HA/wIei/I9DrzjqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPn1/i5f6D8Z7v4feKFhj0rUFtxpdwg2lHkQELIT18x8pnswHYkjy3jnDFOjU2ex97HhSniMijmeEbc43513SfT0WvmvM+gq9Q+CCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDB8SeF/D/i/S30XxLYRalYOyyGKUHG5D8rAgggj1BHpXRhsVVoT9pRlZmVajCrHlqK6NWzs7XT7SCwsYUt7W1jWGGKMBUSNAFVVA4AAAAFYznKcnKTu2XGKiklsWakoKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgBrMqqWYhVUZJPAAoBK+iPl7x3+1B4b0C8fSfCNmfEV2jFGnD+XahumEYBml5/ugKezGvFxOc04Plprmf4H6ZkfhpisTBVsbP2Ue1ry+etl89e6OMT9oz4q2Cf2jrfgIjTANzSCC7txt9fNcOo+uKw/tbEL3p0tPmexLw9yeo/ZYfG+/6xf4KzPpz4eeP9H+JHh2PxBo6vEBIYZ4Jcb4ZVAJUkcEYIII6g9jkD2MJio14c8T824gyGvleKeGr69U1s13/AK/4J3VdJ4gUAFAHzX8Qv2hrHwn4ys/COi2Sao8VxHFqUxchYt7AGKPHWRQcsTwD8vJzt8jFZrGnVVKKv3P0XIOAKmMwM8bXnyXTcVbfzfl26vfbf6Ur1z86CgAoAKACgAoA+XPjr8HtV8b6nceKtK2mbT9G2wohIlkuYJzIECgc74ncA5zvCjpXjZll8qsnUj0X43P0zgji6jl9KODrbSnr2UXG1/k0vk2dr8CfiWPiF4RSPUJN2uaPtt70H70gx+7n/wCBgHd/tBuMYroyzGe3p6/EtzxuOOHP7MxrdNfu56x8u6+X5WPbq9E+MCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5DXvH/AIK8MFk13XbOylTrC0qtL/36XL/pVKLZyVsdQpfxJpfn9x5XqX7TXwwsWK2st9qWO9tb7Qf+/wC0VV7NnnVOIMNF6Xfov87HKzftY+FVb/R9B1CRfV2iQ/kGan7I55cSU+kGEP7WPhRiPtGg6hGvco0Tn8iy0eyCPElPrBnVab+0z8ML5gt1Ne6bnvc25YD/AL8NLS9mzpp8QYaT1uvVf5XPVtB8eeDPE5VdB1yzvZG5ESSqJfxibDj8RUuLR6NHG0Kv8Oaf9djrak6goAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD41/aP8AiXqVxfw/CnwmzvdXhjTUDD/rJGmx5VquOfmBBfHUFV6bhXz+b4yTf1enu9/8j9f8POHKUabzjG/DG/LfZW3l8unzfY9W+D/wV0X4d6dDqGowxX3iWZd01ywDCAkf6uDP3QOhcctz2wB3YDLo0I3esj5bi3jKvmdV06TcaK2Xfzl/lsvXU9S8W63aeHPDGr67fbTBYWksrK+MOQp2pz1LnCgdya7a9RQpym+h8xlWCnisXSw9PeTS9PP5bnzx+ybpFzaeCdV1aYFY9Sv9sIPQrAgUuPqxK/8AAa8nIqbVFyfVn6B4qYuE8fTox3jHX5vb7rP5n1TXtn5gFAHj/wAbPiQvw48Hy3Vo4/tnUt1tp6nBIfHzykHqIwc9CNxUHg1wZji/YUrrd7H1vBvDrzTHKE1+7jrL06L5/ldnzPB8KrzRvh54X1W+tpbnxD4r8S6dLcsVZ5IbaQSsiseSMkh5CcfMQDyorx44Jwowk170pI/R6nFFOvmeIo05JUqNKaXROSte35LyV1uffFfTn4WFABQAUAFABQAUAfC3i9JfgR8brXxVYoU8OeIyzzxoPlEcjD7TGAO8blZUA45Vema+axH+yYtVF8Mv6f8AmftuUtcRZBLB1H+9pbPzXwv5q8X82fcsUsU8STwOskUqh0dTlWVhkEEdQR0r6RO+qPxOUXFuMlZokpiCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgBruqKzuwVVBLMTgADqSaBN21Z86eO/2kfCfht5NO8NJ/wkWoqSu6JttqjdOZed/wBEBB/vCtI029zwsZn1Kn7tL3n+H/B/rU8xTS/2h/i5+9v7lvDWjT8hGLWcZQ9hGuZnBHTf8p9aq8YnnezzDGayfLH7l/mzt/D/AOyv4SswsviPVLvVphyyxYtoj7EDe5+ocUnUfQ7aPDlJfxJN/ges6Z8HPhhpIAtfC9jJt73KG5P5zl6hzfc9KnlWFhtTXz1/M6uHwn4Wtl22+h6fCo7JbRKP0UUuZ9zoWEoraC+5BN4T8K3IK3Gh6fMp6h7aJv5rRzPuDwlF7wX3I5PU/g38L9WBF14Yso897ZTbH84ClNTZz1Mqws94L5afkeS+IP2VvCl4Gl8N6rd6VN1VJgtxED2A+44+pY1aqvqeZX4cpP8Ahya9dTiXsv2h/hF+9tp28TaLByVBa8jCDsUbE8YA67cKPWn7sjjcMwweqfNH71/mj1TwH+0b4Q8UPHp3iAf8I9qTnaPObdbO3+zLxtPs4A7bial030PSwee0avu1Pdf4ff8A5n0OrKwDKQwYZBHQisz3BaBhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9b9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAM6/1fSdKMC6pf29ibp/KhFxKkfmOeipuI3N7DmplOMfidjehhK1bm9jBytq7Juy7uxo1RgFABQAUAFABQAUAFABQAUAFABQBjeIdatfDmhalr97/wAe+m20ly4zgkRqW2j3bGB7ms6tRQg5vodeAwc8ViKeGp7yaX3s+Jf2b9BufGvxA1r4j66PPexdpVZhw15dljkZ4wibsDsWUjpXzmUUnVrSrz6fmz9n8RMdDAZbRyvDaKWn/bsbfm7etmfedfTn4afGPxc8X6h8W/FFp8H/AAA/n2izh9TvE5iJjPOSOPKh6k/xPgLyBu+ex9eWJqLDUdur/rsfsPCeU0slwks7zJWlb3Y9df1l+Cu31t9YeGPDun+E/D+neHNKXbaadCsSE/eYjlnbH8TsSze5Ne7RpKnBQjsj8rzLMKuNxM8VW+KTv/wPRLRG9WhxCFgoLMQAOST2oBI+FrHd8f8A44vdygzeFPDPKKeUeGJ/kHpm4k+Y558sEfwivmo/7Zi7/Zj/AF+P5H7dW/4xvh9QWler96bWv/gK0/xep91V9KfiIUAMd0jRpJGCIgLMzHAAHUk+lA0m3ZHj+t/Hz4U6FO1rPryXcyHDLZxyXCj/ALaRqYz+DVwVc0w8HZy+4+twXAmcYiPPGhZf3ml+D1/A7nwn418MeONPbU/C+oJfwI2yQAFHjY9nRwGXPbIwe2a6aGIp1Y81N3PEzXJsXl9X2WLhyvp2fo1ozz3Vfjn4Y074jWXw6it5r25uJ47Sa5hKmOG4lO1YyOrYJG8g/L7kEDknmVONdULXZ7+F4JxdXK55pKSikm0nu0t35eXf7j2yvRPjQoA8U+P/AIOTxd8ONReNAb7RVOo27d/3Kkyr6/NHu47sF9K87NMP7Wg+61PsuA83eCzSmm/dn7r+ez+Tt8rmR+zX4tm8S/DmGwvH33WgSmxyTkmEKHhJ9gp2D2Ws8orupQSfTQ6/EbKo4XNHUgtKi5vns/x1+Z9BV6p8EFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAcv4u8Y+H/A+jya14huhbwJwiDmSV8cJGn8TH8h1JAyaai3sc2KxdOhDnqM+PrrWfif+0TqMunaJGdD8JxSbZWJIiwOf3rjBmkxz5a/KOM4+9W1lE+XlVxWYy5YaQ/D592fR/gD4M+DPACR3FpbDUNVUDdf3ShpAe/lL92Mem35scFjWcptnvYLKaOH1SvLu/07HrVQemFABQAUAFABQAUAFAHj/wAQPgn4M8fJLcy240zV3yVvrVQGZv8ApqnCyD1zhvRhVxm0eVjcoo19bWl3X69z53sfEfxN/Z51KHSPEsTa14VlfbCyktGF/wCmEjcxuByYm4POOu6tLKWx4cK+Ky+ShUV4f1t29P8Ahz7E8K+LdB8aaRFrfh67W6tpOGHR43xkpIvVWHofqMgg1jKLW59ThsVTrw56bujpKR0BQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAZl3rOj6fcRWl/qFtazz/AOqimlRHfPHyqxBP4CtYUakk5Ri2l5ESqRi7SdjTrIsKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9f9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPK/in8TE+HVlpiWtgdV1fW7n7NY2gfyw7AgMzNg8AsoxjksOgyRxY3GexSsrt6JH0/DHDbzOpUc58lOmrydr/h8n9xq+APHtt43srxZbOTSdZ0mb7NqWnTEGS3l5xzgbkbB2tgZwfSrwuJVVPSzW67HLnuRzy+pFqSnTmrxktmv0a6o7+uo8I/NX9orXbzxP8AFa40a2LTR6UsOn20a95GAd8D+8ZHKk99o9K+Qzao6mI5F00P6M8PsFTwmTxrz0c7yb8tl8rK/wAz9ILG3e0sra1kkMrwRJGznksVUAsfrjNfXRVkkfzvWmp1JTStdstUzMKACgAoAKACgAoAKACgAoAKAPm79qPxAdJ+HA0qJ8S65eRQMO/lRZmcj/gSoD9a8jOqvLQ5V1Z+ieGWA9tmntmtKcW/m9F+b+41v2f9Js/CPwjsNS1CRLNdQ87U7mWVgiKrnajMxwAPKRDk1pldNU8MpPrr/XyOTjzFTxudTpUlzctoJLfTdf8AgTZ5t40+Kfib4sapL8PPg9DIbOT5L/VjmNTGeGwxGY4vVj879FH97jxGNqYiXscNt1Z9Hk/DGEyaiszzxrm+zDfX9X5bLdvt7t8L/hdofwx0X7DYf6TqFyFa8vWGHmYdgOdqL/Cufc5PNengsFChC0d+rPh+JeJsRm1f2lTSC+GPRf5vuz06uw+bCgDwn9ofxqfCHw8u7e1k2ahrpNhBg/MqOCZnH0TK5HQsDXm5riPZUGlu9D7fw/yb67mcZTXu0/efqtl9+vomM/Z18Fjwn8PLW9uI9uoeIMX0xI5EbD9wmfQJ82OxY0spw/s6Cb3ev+RXiDnP13M5U4v3Kfur1+0/v09Ej3mvTPhilqOo2WkWFzqmozLb2lnE000r/dREGWJ+gqZzUU5S2Rth8PUrVI0aSvKTsl5nwxqms/EP9pLX7jR/DW/SPB1nIFkaQlY9oOQ8+3mSRuqxDhePd6+anUrY6bjT0gv6/pH7ZhsHlnC2GjXxfv4iS+fpHsu8t3+B7LoH7Lvw10y1Cawl1rlyV+eSWZ4E3eqJAVIHszN9a9ClktCK97X+vI+Qx/iZmtWd6DVNdkk/vbT/AASPlSfV9Z+AfxL8S6XoMpkjWKW1jEhzmOeMS20jDGC8W5G6c4I4DGvEdSWDrzjD+ux+oQwlDiPKsPWxK1unp3TtJejs193Y9Z/Zc8BNqd/e/ErWgZ2gke3sTJli07jM8xJ5JAbaDzklu4rvyXC8zdefy/VnyvibnvsqcMqoaXScrdvsr9fku59w19GfiwUAVL+BLqwuraUZSaJ42B9GUg0pJNNGtCbhUjNbpo+Of2PnYweMIyflV7Bh9SJwf5Cvn8gek16fqfrvi3Fc2Ff+P/20+0a+hPx0KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDjfHXjjRfAGgTa9rL8L8kECkeZPKR8saZ/MnoBkmqjG5yYzGQw9Nzn/wAOfJfhPwd4q+P/AIiPjbxxLJa+G4HKW8CEqJFB/wBTAOyDGJJOpPA5yV1k1FWR81hsLVx9T21d+7/Wi/zPtfTNM0/RrCDS9Kto7OztkCRQxKFVQPQD8yepPJrFu59ZTpRhFQgrJF+kaBQAUAFABQAUAFABQAUAFAGbq+kaZr2nXGk6xax3tlcrskilGVYf0I6gjkHkc007GdWlCpFwmrpnxT4l8K+LP2efEg8XeD5JL7wxdOEnhkJKqpPEM+Pr+7lAyDweeG1TUtGfJYjDVsvqe1o6xf8AVn+jPrvwV4z0Xx5oMGv6JLuil+WWJseZDKB80bgdCPyIwRwaykrM+nwmLhXpqpA62kdQUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAFa7u7XT7Wa+vp47a1t0aSWWVgiIijLMzHgADqTVQhKUlGKu2TKSirtnyZq3x98Y+O9cm8LfAjQhqf2c4n1e8UiBATjcqsVVRx8pkOW5wlfX0eHsPhqarZnO19orf8Ar0+88SeZ1as/Z4SN/M1rbwx+1ZaJ/aUvjPRL6dfn/s+S3QRPjnZ5iWyMD24Yf73esZ4rJJe4qMku99fzZao5gve50/L+kewfDbx8PHWkXBvrM6Vr2jzmz1bTnOWt7hfT1jcco3Q8jJwTXjZnl/1aouV80JK8X3X+a6nfg8V7WLurSWjR6NXmnWFABQAUARyyxQRPPO6xRRKWd3IVVUDJJJ4AA6mmk27ITaSuylpesaTrloL/AEW/ttStGYqJrWVJoyy9RvQkZHcZq6tGdOXLUi0/NWJhUjNXg7o0azLCgAoAKACgAoAKACgAoAKAPEPiT8fvA3wx1e30LWRdXuoSqsksVkiOYI2+60hd0AJHIUZOOTgEZ93LOHsTjKbq07JefX0POxeZ0qEuSWr8j2DS9SstZ02z1jTZRPZX8MdxBIMgPHKoZG555BFeNVpSpzdOas1ozuhNSipR2ZfrMsKACgAoAKACgDwb4/8AxaPwu8KINKKt4g1hmhsVYBhGFA8ycqeDsyAoPViOCAa+g4eyf67X9/4I7/5HmZnjvYU/d+J7f5nz5F+zb9o+HWu/ED4karfz+KZdNuNTCGQEQPHC0qCcuGZ34G8ZAHKjpmvonxNbFwwuEglTul66207eX9I8tZT+4lWrN81m/wDhz6V/Z71XUta+Dvhi+1WV57nyp4fMc5ZkguJIo8k8nCIBnvjNfMcRUYU8fVjBWWn4pNnr5XNyw0HL+tT2evEPQCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9D9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkH453JPxn+F9tKf3EV5ayc9MveoG/RBXg5m/9qorz/U/WeCaf/CFmM47uMl90H/mfU9voOj2mr3mv21nHFqeoRxxXNwow8ixcIG+gOM9cYHYV7apRUnNLVn5hUx1edGOGnNuEbtLor7mqzKil3IVVBJJ4AA7mrOVJt2R+b3w7isvHP7RB1Jm86zk1W91SMjusTPNB17bgn4V8jhEq2N5ul2/8j+ieIJ1Mv4Y9ltLkjB/Oyl+p+kdfXH87BQAUAFABQAUAFABQAUAFABQAUAfBv7XWrtL4j8O6ED8tnZSXZA9biTZz+ENfMZ9UvOMPK/8AX3H7l4T4TlwtfEfzSS/8BV//AG42fD3grx/8adP0lPEUsnhjwDpsEMNnYxcS3McKBUfBHzEgcSONo/gU5JrWlhq2KUef3YLZdzizDOctyGpVeGSq4qTblJ7Rbd2v+Ate72Prfwx4T8P+DdLj0bw3Yx2NonJCDLO3TfI5yzsfViT26Yr3aNCFKPLBWR+VZnmuJx1Z18VNyl+Xkl0XodFWp54UAFAHwl8XpJPif8dtE+H9uzPY6Y8dtLtPTcBPduPcRgL9Ur5rHv6xi40Vsv8Ah2ft/CcVlPD1bMpfFO7X/pMF9+vzPuqOOOGNIolCRxgKqqMAADAAHoK+lSPxGUnJtvcfQI8A/aYGqt8Kr0aaGaL7Vbm829rcMTk+3mbM15ecc31d8vzPvPDd0f7Yh7Xez5fX/hrnoPww0/w3pngPRLbwpJHPpptlZZ4+fNkP+tdj/eLg7geh44xiuvBwhGjFU9j5/iXEYqrmNaWMTU77PouiXlbbvudvdXVvZW017eSrBb26NLLI5wqIgyzMT0AAyTXRKSSuzxqVOVSapwV29Eu7PyZ+KXi6Dx1481jxNaRGG1upFSAH7xihRYkZvQsFDEds47V8LjsQq1aVRbH9U8MZTLL8upYSbvJLX1bba+V7H6c/Drw6nhPwNoOgKmx7Szj84eszjfMfxkZjX2eEo+zpRh2R/NfEGYPGZhWxN/ik7ei0X4JHaV0HjhQBla7dCw0TUr4nAtrWaXPpsQt/SoqO0WzpwVL2lenT7tL72fKn7Idk0eheJtRI+W4u4IQfeGNmP/owV4eQx9yb8z9R8WayeIw9LtFv73/wD7Ar3z8lCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgCjqepWOj6fdarqUy29nZxtNNI3RUQZJ/+sOTTSuZ1KkYRc5PRHxDpVlrH7R/xDl1fUxLa+EdFbasecYjJysS4/5ay4zIw+6O/CittIo+RpwnmOI55aQX9W9X1/4Y+47OztNOtILCxhS3tbZFjiijAVURRgKAOgArA+whBRSjFaIs0FBQAUAFABQAUAFABQAUAFABQAUAU9QsLLVLK407UYEubS6jMcsUgyrowwQRQmROEZxcZK6Z8P3cGsfs3fEVLu18278Ia22CvUtEDyh7edDnKn+JT1GWA30kj5CUZ5bibrWD/L/Nf1ufcNhf2eqWNtqWnzLcWt3GssMqcq6OMqw+oNYM+vhOM4qUXoy3QWFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHwv8QfEeu/tBfEP/hU/gu6a28K6TJv1W+TlJTE2Hc/3lVvliToz/MeACv3mXYalleE+vYhXqS+Fdr/ANa9lofN4qrPGVvq9J+6t3/X4H2D4Q8HeH/AuhW/h7w1aLaWduOe7yOR80kjdWdsck/QYAAr43GY2riajq1ndv8ArQ96hh4UoKEFodPXKbHEDwRawePj49sLl7Se5sDY39sigx3YVg0Mjns8fKg4JKkDIA57vr0nhfq0ldJ3T7d/vOb6slW9snbSz8zt64TpIvOh83yPMXzSN2zI3Y9cdcU7O1xXWxLSGFAH52ftS/GW51fVZ/ht4duCmmac+3U5Izj7RcLyYcj+CI/eHd85+6K/SOFMlVOCxlVe89vJd/V/l6nyuc49yl7CD0W/r/wD6C/Zc8E6p4P+HAudYV4LnXrk36wPkGKEoqR5XszBd574IB5FfO8VY6GIxdqe0Va/n1PUybDyp0Ly66n0jXzJ6wUAFABQAUAFABQAUAFAFLUb+20rT7vU71tltZQyTyt6JGpZj+AFXTpuc1CO70JnNRi5PofiZ4r8R33i7xJqnibUmLXOqXLzsCc7Qx+VB7IuFHsBX7lhMNGhRjRhtFWPz2tVdSbnLdn7HfDvSptD8A+GNHuAVnstKtIZQe0iwqH/APHs1+L5jVVTFVKi2cn+Z95hIONGEX0SOyriOgKACgAoAKACgD4IvFHxc/atFhc/v9I8IkgxnldthywI6ENdNg+q8V+gQf1HJOZaSn/7d/8AanzMl9YzCz2j+n/BPpD9oTXk8P8Awh8TTltsl7biwjHdjdMImA+iMx+gr5rh3D+1x9Ndnf7tT1s0q8mGk++n3nV/C/w8/hX4eeGtAlXZPZ6fCJlPGJnXfKP++2auTNcT7fFVKq2bf3dPwNsFS9nRhDyO8rzzqCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkj9qfw/qS2nh7x7pSkvoM5jndRkoHZXhc+iq6kE+rCvCzulK0a0fsn6t4YY+k518urf8ALxaedk019zv8me1+Avir4S8eaNb39nfwW19sH2mylkVZYZMfMNrYLJn7rjgj0OQPRwuNp1oqSevY+Mz3hfG5dXlTqQbj0klo1+j7o8S+PXxq08aZN4C8E3S6jqeqf6PdT2p8xYo34aFGXIaSTO0gZwCR94jHnZpmMeX2NJ3bPtOBeDantlmOPjywhqk9LtdXfZLfz9Dxb9mCEj4qosg2tDY3WQeoPyqf5152Sr/aPkz7HxLn/wAI+nWUf1P0ir64/ncKACgCtd3lnYQNdX1xHawJ96SVwiD6sxAFKUktWaUqM6klCnFt9lqZFh4s8K6rMLbS9c0+9mJwI7e5ikbP0ViazjXpy0jJP5nXXyrGUY81ajKK84tfmjoK1OAKACgAoAKACgAoA/PT4jlvFP7S1npF3GHtodR02z8s/MDCojeQHtzuc496+Vxf7zHqL7o/feHbYPhSdaDs3Gcvnql+SP0KAxwK+qPwIWgAoAKAILm4hs7aa7uG2Q26NI7HsqjJP5Ck3ZXZdOnKclCO70Ph79ma1m8VfEXxV481Bd80aO/P8M1/Kzkj6KjL9DXzeTr2ledZ/wBXP2rxIqRweWYbLqe36QSX5tM+6K+lPxIKAGSRxzRvDMiyRyAqysAQwIwQQeoIoaHGTi009UQ2lnaafbR2dhbx2tvCNscUKBEUdcKqgAfhSjFJWRdWtOpJ1Kkm2+r1Z8hftRfEw2Vqnw50ebE90qzam6nlYjzHDx0L/eb/AGcDkMa8DOsZyr2Eeu5+s+GfDftJvNK60WkPXq/lsvO/Y+JW0++isYNVe3dbOeV4Y5iPkaSIKzqD6gOpP1r5zkaSlbQ/Z1Xpuo6Kl7ySbXWzvZ/gz9CtP/ap+G9xbRvexajZzlR5kZgVwGxztZHORnoeD7Cvq453Qa1uj8Br+GGaxm1TcZL1/wA0Nuv2rPhrAD5Frqt0e2yCJR+byr/KiWeUFsmOl4XZrL4pQXzf6I9a+HPxAsfiRoD+INOsbqwgS4e323SqCxQK25CpIKndjPqCO1d2ExSrw54qx8rxDkNTK8SsNVmpOyennfR+en3WIvi1qK6V8M/Fd2xxnTZ4QfRp1MS/q4ox0+WhN+RXCuHdbNcNBfzJ/c7/AKHnf7MGlnT/AIV290Rj+1L25uh9FIg/9pVyZNDlw6fdv/I+g8S8V7XOJQ/kjFf+3fqfQ9eqfABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8f/tDeK9R8R65pnwh8MEy3N3LE96FP3pHIMMTeiqP3j54+6exrWmurPl87xMqk44Sl8/0X6n0l4G8H6b4F8M2PhzTQCtuu6aXGGmmbmSRvcnp6DA6Cs5O7ue9g8LGhSVOP9M66kdQUAFABQAUAFABQAUAFABQAUAFABQAUAcZ4/8ABen+PvC974dvwFaZd9vMRkwzqD5cg+h4I7qSO9OLtqcmNwkcRSdOXy9T54/Z08X6hpGo6l8JfEuYbzTpJWs1c8gox8+EeozmRcdRuPTFa1I9UeHkeKlCUsJU3W36r9fvPrqsT6cKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8g+PHiy68GfCzX9W09zHeyxrZ27rwUe5YRlwexVSzA+oFezkGDjiMbThLbd/LU4Mzrulh5SW+33nH/su+DLTwx8MbPV9inUPEhN7PJ38sErAmfQL82OxZq7OKsa62MdPpDRfr/XkYZNh1CgpdZf0j6Pr5o9YKACgD5p/aL+NEnw20aLQvD0ijxLq6Fo3wG+y2+SpmIPBYkFYweMgk9MH6fhvJFjKjqVfgj+L7f5nkZrmHsI8kPif4HxF4B0nxdJ8aPC1vLezS+IJr+2urxzIzzRLnzZlmY5JYQgmRSTjJRuQRX3WYVqCy+q1H3LNLt2Vvnt96PncLCp9Zgr+9df19x+udfjx9yeZfGDxv8A8K9+Hus+JImAvUiEFmDzm5mOyM4PXZneR6Ka9TJsD9axUKL23fov6scePxPsaMprfp6nxr8HP2cbT4jeDU8Z+IdVvdPvb+9eS1kgKsWhiJVnbeCdzSBsHP8ADnnNfa51xLLCYj6vSimktb9/+GPAwGUqvS9rOTTbP0G0jT20rSrLTGu579rOCOE3N0++eUooXfK2BudsZY45NfnVapzzc7JX6LZeh9RTjyxUb3sX2ZVUsxCqoySeABWZR8H/ABb/AGsL231C40D4YeUIrdjHJq0qiXew4P2dGym0H+Ng27sMYJ+/yfhGLgquM6/Z/wA/8j5vHZ27uFD7/wDI85g1z9q3T73Sdcxr11/ae2WCNoTNA6s2AssKgrHu9HCHbyMDmvSlQyScZ0/dVt9bP5Pr+JyKpj4tT11OG8LaZ8YvFnivxDN4b1a7PibSPMurtUu3jmkKS7JFjOQrYY42kgEcDPSu/F1cBQoU1WguSWi002OajDEVKknBvmW+p9a/AX9oK/8AFOo/8IB8QVFv4hjLJbXLJ5RuGjzvhlTgJMuDjAAbBGAw+b5DiDh2NCH1rC6w6re3mvI9zLM0dSXsa3xf1+J9F+M/H/hDwBYDUfFmqRWEcmfKjOWllI6iOJQXbtkgYHcivm8Fl9fFS5KEb/kvmeriMVToq9R2PEtK/a1+FWp6tHpkq6lp0UrhFvLqGNYAScAsUld1HuV474Fe5V4QxsIOas/JPX8jz4Z5h5S5XdH02jpIiyRsHRwGVlOQQeQQR1FfLtW0Z66Y+kM8f+PuqNpHwe8XXaHBksxa8el1IkB/R69nh6l7TH0o+d/uV/0ODM58uGm/610PzM+Dvg9vHPxH0DQGTfatcLcXeen2eD95ID/vAbR7kV+oZ1jfq2EqVetrL1eiPkcDQ9rWjDofsnX4sfehQAUAFABQAUARTzR20ElxKdscKF2PoFGT+lOMW3ZCbsrs+Ev2QIpNa8UeOvF90M3EohQsepN3LJNJ+sa5r77jJqnRoYeO2v4JL9T5vIlzVKlR7/5nrvxhiPjf4jeAPhfH+8tUuW1/VF7C3tcrEG9pDvT6kV4+TP6thK+Ne9uWPq9/u0Z249e1r06HTdn0rXzB7AUAFAFO91Cw06NZdQuobSN2CK0zrGCx6AFiMk+lXCnKbtBXJlKMdZOxcqCgoAKACgAoAKACgAoAjWaJpGiWRWdMblBGRn1HanZ2uK62JKQwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//0v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAr3dna6hazWN9ClzbXCNHLFKoZHRhgqwPBBHWlKKas9jSlVnTmqlN2a1TW9z5X8R/sm+FtRvHuvDusXOixSHJt3jF1GueyEujgf7zMfevErZFTk7wlb8T9Oy7xUxlKChiqSqPvflfz0a+5I734c/ALwd8PrpNX3Saxq8Y/d3NyFCxH1iiHCn/aJZh2Iya6sJldKi+bdnh8Q8d47MoOjpCn2XX1fX00R8ufs6HyfjRPE3BMF8mPcHP9K8bKdMU/mfpniF72RRku8T9Fq+rP59CgAoA+e/jJ8E9S+KF7a6jZ+InsRZw+WllPGXt92STIpVgVYggE7WJwO1eVmGXSxDTU7W6dD77hDjOllFOVKdDm5nfmTs/TbVdtUcsn7JPgn7JEsms6qLwIvmSK0Hll8fMVTysgZ6AsTjvWCyKlb4n+H+R6cvFbMOdtUocvT4r29b/oeo/Db4Zar8Pbm6WTxbfa3pksQjgsrpfkgYNnepLtg44woUc854x3YTByot++2uzPmeIuJKOZxi1ho05p3clu/LZfjc9cruPlAoAKACgAoA5HxZ478JeBrWO78U6pFp6TZESMGeSTHXZGgZyBkZIGBkZrCviadJXqOx6uVZJjcwm4YOm5W37L1bsvxPz80nxt4buf2gP+E41G8MGhtqU9wtw8bnEYjZYSUVSwyQo6cd8c18tDE03jfat6XP3rFZLio8N/2fSjepypWut7q+u3c/RLQfFXhvxRAbnw7qtrqca8t9nlV2TP8AfUfMp9iBX1dKvCorwlc/n7HZZisJLlxVNwfmrfd3+Rv1qcIUAFAHD/Ey5az+HXiu4Q4ZdIvAp9C0LAH8Ca5sY7UJvyZ7XDdPnzTDRf8APH80eB/sjWiJ4S1++A+ebUViJ9ooVYf+hmvLyGP7qT8z7rxXqt42jT6KN/vb/wAj60r3T8rCgAoAzdZ1JNG0jUNXkjaVNPtpblkX7zCJC5A9zjAqKk+WLl2OjB4d168KCdnJpfe7H5UaJovin4w+O5Y4QZ9Q1a4a4upyCY4I2b5pG9EQEBRn0Uc4FfEU6dTFVvNn9RY3GYPI8uTlpGCsl1b6L1fX5tn6WWXw18HW3g6z8DXWmQ32k2aABJ1DM0nJabIwRIxJJZSCMkDAr7GOEpKmqTV0j+ca3EeOnjp5hCo4zl27dvRdmckP2d/g8r7/APhGwT6G7uyPy86uf+ycN/J+LPWfiBnlrfWP/JYf/InX6R8MPh5oRVtL8M6fDIhysjQLJIMejyBmH510U8HRh8MEeRi+JczxGlXESa7XaX3KyO6ACgADAHAArpPEbPnj9p/Vf7P+Fk9mDg6re21tj2Umc/8AooV5Wc1OXDtd2v8AM/QPDTC+1zdT/kjJ/wDtv6nqXw30b/hH/APhzSCmyS30+DzV9JXQPJ/4+xrtwlPkoxj5HzHEWM+s5jXr3unJ29L2X4HbV0HjBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAGN4i1u08NaFqOv3x/0fTrd53GcFtgyFHuxwB7mmld2McRWVKnKpLofKX7OOgXfibxDr3xV14ebcyzyQ2zEcedL88zrnoFVgi9sMR2rWo9LHzeRUHVqTxVTf9XufY1Yn1QUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8aftDaLd+DfGGgfFfQV8uUzpHc44BnhGYy3qJIwUb2X3ram7qx8pnlF0a0MVT/AKa/zX5H1vomr2mv6PYa3YNuttQgjuIz32yKGAPuM4I9ayatofTUaqqQU47M1KRqFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBwvxI8DWXxH8Haj4SvpmtVvFVop1G4xSxsHR9pxkZGCMjIJGR1rvyzHywmIjXir26eRzYvDKtTdNs+LrW1/aZ+BKDT9Ntj4k8O2xPlJHGb23C5ycKm24iHcj5Vz69a+2nPJ8yfPN8k38n/kz5+McdhNIq8fvX+aOw8P8A7Zem+YLTxn4YubCVDtklspBKA3fMUvlsuO43sa48TwVO3Nh6ifrp+Kub0s/W1SH3H0f4N+MHw58dskHh3XoJbx+lpNmC4J9BHIFLY7lcj3r5rG5Ni8NrVg7d91+B61DH0aukJanoV7e2Wm2st9qFzFaWsC7pJpnEcaL6szEAD6mvNhCU5KMFdnVKSiryeh+O/jTxXrfxB+J994i0xJby9vb/ABpsMaGVgkbbbZETByQoU4xgnJI5Nfs+BwlPC4KNKeiS1/U+DxFaVau5rdvT9D74/Z++CM3w+gn8WeLCLjxVqqHeC3mfZY3O5k387pHPMjZPoDjJb8+4iz1YpqhQ0px/H/gdj6bK8udFe0qfE/wPpqvlz2D4m/bT1SaHQfCmiqSIby7ublx6tbIiL+kxr7ngiknVq1OqSX3/APDHz3EE2owj6/h/w59ZeCtHg8PeD9B0S2AEdhYW8Ix3KRgFvqxyT7mvkMdWdWvOo+rb/E9rD01ClGC6I6YkAEngCuU3PiH9oj9obRjpGofD/wAEXP2y7vAYL+/hb9zFHn95FEw++zjKsR8oBIBJ6fdcOcOVPaRxWJVktUur832PnM0zSLi6NJ3vuzT/AGef2etL0rT9N+IHjCNL/U7yKO7sLRhmK1SQB45HB+9LggjPCe7YIy4j4jnOcsLh9IrRvq/+B+ZeV5XFJVqurex9H/Ef4haH8NfDNz4h1qVdyqy2ttnElzPj5Y0HXr94/wAIyTXzWW5dUxlZUqa9X2Xc9bF4qFCDnL/hz5h/ZF8NarczeJviXqqFP7Zc21uxGPNJkMtw4/2d+1QfUMO1fU8Y4qCVPB0/s6v8kePkdGTcq8uv9M5P9rLw1B4T8X+HfiL4fkWy1G/cmXyyFb7TaFHjnA6k4IDHp8q55NdfCGJdehUwlXVL8nujDO6Kp1I1oaN/mupj/Db4ReLPj5rE3xF+JF/cR6RPIQjD5ZbnaSPLtwQVjhQ5GQOuQoJyRvmecUMrprCYSK5l+Hr3ZGEwNTFy9tWen5+nkel/tB/BLwH4c+Fc+t+FNHi0270OaBzJGXaSWKWQQsrs7MW5cNk8jHHBNeXw7nmJq41U687qV/v3OvNMuowoc1ONmj2L9nHXrjxB8H/D8125knsllsWYnPy28jJGPwj2j8K8biXDqlj6ijs9fv3/ABO/Kajnho36aHrev69pHhjSLvXddukstPskMkszngDoAB1LE8KoySSABmvHw+HqVqipUlds7qtWNOLnN2SPzF+NP7Q2t/Ez7R4f0mM6Z4W3g+QwBmufLYMjzNzjBAIRTgHqWIBH6lknDlPB2q1Nan4L0/zPkMfmk6/uR0j/AFuWP2XV8EQfEWK88U6jJYatbAjSY3IjglmkVo3WR8534bCIcBj3Jwpnip4l4RxoxvF/F3tv/wAOPJ/ZKsnUdn0P1Jr8pPsgoAKACgAoAKAOY8aytB4N8RTpw0WmXbj6rCxFdWBV8RTT7r8zDEu1Kb8n+R8pfsWxKPDXimYfee+gU/RYiR/6Ea+t43f76kvJ/meLw+vcm/M9V+FkP/CRfET4jfEGYbguoDw9Yk/wQ6eoExX/AGZJMN9Qa8nNZeywmHwq7cz9ZbfcjtwS561Ws+9l8j3+vnj1AoA4vx/470P4deGbvxNrsmIYBthhUjzJ5mHyRRg92x+AyTwDXbl+AqYusqNL/hl3OfFYmFGDnM/J7xn4y8bfF/xHcaxfxXF+0YYw2dqjyRWsPYIig4A43MeWPU1+uYLBYfAUVTi0vN9WfE4jEVcRPmlr+h9zfs4/FW2uvhZqA8XXvkHwSRFcXM5P/HqwJgyepYYaMKOTtUck18JxLlMo42PsI39psl36/wCZ9FlONTw79o/h/Lodt8JfjnZ/FrXte0zTdGnsbLSVSSG6kkDeajsVG9Ao8tjgkDc3GeeK4c4yGWBpQnOabl07f5/gdOBzJYicoxjZI95r589MKACgDi9X+IngrQfEmneEdX1iG11rVdv2a2YOS+9tqAsFKruYYXcRuPAzXdRy3EVaMq9OF4x3Zz1MXShNU5S1Z1GoahZaVY3Gp6lcJa2dpG0s00hCoiIMszE9ABXJTpynJQgrtm0pKK5pPQ+CPFPxd+JHxy8Sy+CPhCk2m6MuRLdqTDJJEDgyzzDmGL0Rfmbock7R+gYTJ8JltH6zj9Zdt/kl1fnt+Z8zWx1fFT9lh9F/W/Y4H4R+BL2T442Fp4O1mTVLXw5MlxqurRKY4H2N++jQ5JdJT+6Uk/P8zY29PRzjMIrLZSxELOekY9fJ+q38ttzlwOGbxSVKV1Hd/wBfd5n6g1+Vn2QUAYfiLxJoXhLSZ9c8R38WnWFv9+WU8ZPRVAyWY9lUEnsK3w2Gq15qnSjdsyq1oU4883ZHlXw4+OejfFDxNf6J4b0fUBp9jAZTqUyKsRbcFCFQTtLAkrk5IByoxXrZlkNTBUY1K01dvbqcWEzKNeo4Qi7Lqe414R6QUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAzNX1nStA0+bVdavIrCygGXmmYIo9Bk9SewHJPAqJ1IwXNJ2R0YTCVsTUVGhByk+iPBLH9orTPEfjPTvCvgrQbzW4LmdY7i95iWOIsFaZY9rMUQHcS+zpjvmvLhmsalVU6UW/M+7r+H1XC4GeMx9aNNpXUd7vte9rvyufPHwfU6d+0ZLYHgi91W3P8AwBJj/wCy15WA93HNeb/U+/4tfteF1U/u0397j/mforX1h/PoUAFAHmfi34v/AA98EXsml+INYWG/jRXa2iiklkAYZXOxSqkjkbiOOa46+Po0nyzlqfR5VwlmePpqthqV4vq2kvxf5GBD+0R8IJYkkbxD5TOoJR7W53LnscREZHsSPeslm2G/m/BnfPw/ztNr2F/+3o/5no/hfxd4d8aaa2r+GL5dQs0laBpFV0xIoBKlZFVs4YHp3rso14VY81N3R87meVYrAVfY4uHLK17aPT5XOkrU88KACgAoAKAPlL9oH4LeJ/HurWfifwvJHdT29qtpJZSuIzhXZ1eNmITneQwYr0yM5rxM1y6pWkqlP7j9R4C4xwmXUZ4TFppN3Ukr9ErNLXppa58TWHgzxLqfil/BVjYmbXY55rdrXzIxiW3DGVd5YJ8oRud2DjjNfNxw9SVT2SXvf5H7PXzjC0sGsfUnalZO9ns7W0tfW66HpQ+Cfxq8KRN4jtNKuLOex+cPZXUT3CjuUWCRmPuFyfbFdqy3FU/3iVrdnqfNvjPIcY/qs6ikpfzRfL8+ZW+86f4b/Gbx3q3jfR7LxV40aw003CeaZoIjHKAwzC5VF2eYMrvP3ScmtsHmNaVWKqVLL0PN4i4Oy6hl9Wpg8JzTs7WbuvNau9t7ddj9Fa+sP59CgDk/Hmlza34J8RaRbKXnvdNuoYlHeR4mCD/vrFYYmDnSlFdUz1MjxMcPj6Fab0jKLfpdX/A+YP2RdetjYeIfC7uFuUmjv40PV0ZRFIR/ulUz/vCvGyGquWVPrufpfixgZe0oYtLSzi/Xdffd/cfZdfQH5AFABQAhAIIIyDxg0AY2j+HPD/h5Z10HSrTTFuW3yi1hSHew6FtgGcZ4z0rOnRhD4EkdmLzHE4mzxNSU7bXbdvvNqtDjCgAoAKAPk/8AaCjHifxz8O/h+pLJeXZuLpBz+6d0Tdj2RZa8PNF7SrSo93/X6n6lwFL6pl+OzJ7xVl62b/NxPrCvcPy0KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPmP9qTxI2m+CrLw9C+2XXLr94B3htsOw/wC+zHWlNa3PnuIq/LRVNfaf4L+kexfDTwyvhHwLoehFNk0Fsr3Axz58v7yXP0ZiB7Cpk7s9TL8P7GhCHl+J3VSdoUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB518WPDK+Lfh9rukKm+cW7XFuO/nQfvEA/wB4rt+hNVB2ZwZnh/a4eceu/wBx5n+zD4kbVvAU2iTPum0K6aNQeSIZ/wB4n/j28D2FVUWtzz+Hq/NQdN/Zf4P+mfSNZnvhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAZmtX82l6PqGp21q99NZW0s8dtF9+Zo0LCNOvzORtHHU1rQpqdSMG7XaV+3mRUk4xckr2Pz2l/bL8erM4Hh/SY0ViNjC4LDHYnzRyPoK/RVwVhbfxJfh/kfLPPq1/hX4nM+JP2l5vF0Ji8S+AvD2pkjAeeORnX/dffvX/gLCurDcMKg70a8l6WMaubOp8dOLPnXVNQtr3UHvdO0+HSIyQUgtnmZEI5yGmeR8/8Cr6SlTcYcs5c3m7fokjy5yTd0rH054E+EXxU+Oel2et+KvE9zB4fibyrdr6Sa4kdYwAXhhJCkdV3lgSQetfLZhnGCy2bp0KS5+trL73+h7GGwNfFRUpz93z1KGneFPjN8BvGuoy+F/DUutCQNb296thJeRyQlsqytEMxuQPmXcD2IIwa0qYvL8zw8VXqcvVrmtr89yIUMThKr5IX87XPV7LxL+2D4swtjpUegxv1lmtoLbaD/s3Rd/yUmvInhchofFLm+bf5aHbGtmVTZW+SX5nsvwz+HPxX0XX08S/ELx7Nq5ETodLgLtakuMBmLbFyvUbYgc/xYyD4uaZngalL2OFocvm9/wBfzO/B4TERn7StUv5dP6+Rm/tOfDLWPiF4Qsrzw7AbvVNBmeZbdfvzQyqBKsfq4KqwHcAgZOBWvC2aU8LXcartGXXs1sTnGDlWpqUFdo8K0T9rnxL4Y0i38OeI/CIutU06JLcyvcPaufLAUGSFonO7A+bDDJ7DpXvV+D6Nabq0atovXa/3O6PNpZ5OnFQnDVfL9Bl3q37Rf7QH/EstLBvDfhu44lYK9rbvGf8AnpK+ZZh6rHlT3WqhRynK/flLnmvm/u2XzFKeNxnupWj9y/4JveMv2RksPAkC+Dp21TxTay+bcvMwiW6jK4McSk7E2nBXccnnLdAObBcYuWJf1hWg9ra2833/AK0NcRkfLSXsneX5mDp3xL/an0fTrbwzB4RupGs4lt47l9JmZwqDav7xcQnAA+bbg966KmV5LUm6zqrXW3Mv+HMoYvHxiqag9PJmv4a/Z7+JPxL12LxT8bdUmit1wfshkVrh1zny1Ef7q3Q9wvzdflB5GOJ4jwmDpOjl0de/T8dWzSjldevP2mKf+f8AwD7n0zTNP0bT7bSdKt0tLKzjWKGGMYVEUYAAr4OrVlUm5zd2z6OEIwSjFaI/Ir43fEC5+InxB1PVDITp9lI1np8f8K28TEBseshy5+uOgFfsORZcsJhYw6vV+r/y2Ph8wxLrVnLp09D9SPhbpd1ovw48KaXfKUubbSrVZUbgo5jBZT7qTj8K/Ks1qxqYurOOzk/zPscFBxowi+yMX446dJqnwk8XWsSl3XT3nwOv+jkTH9ErbIaihjqUn3t9+hnmUObDTXl+R88fsrfErw5YeGrL4fStcz65eajcOkMEEkixwlEYSyOBtVMggnJx3wDmvpOLMsqyrPFKyikt317I8vJcXCMFRe7Z0f7Vfg/4ieMLLw/aeErGbUtLgkme7t7Ygt552iJ3UkEqF3gEZwSc9RXLwljcJh5VJV3aWlm+3U1zqhWqKKpq6OU+CH7L9xpl9b+LPiXCnnW7CS00rcsgDjlXuCuVOOojBI/vHqtdme8VKcXQwb0e8v8AL/P7u5jl2TtNVK6+X+Z6v8Vv2bfCXxFnm1vTZP7B16XLPcQpuhnb1mi4+Y93Ug9zuryMp4mr4RKnP3oduq9H+n5Hbjcpp1nzx0kea+Gpf2lvhJeWuh6jpP8AwnPh8yJDG8MnnPGhOPklOJUAH/PVCgHAwOa9PFLJ8dF1IT9nP7vw2fy1OOk8dhmouPNH+vn959sV8OfRBQAUAFABQBma1Yf2ro+oaXnH222mt8/9dEK/1rWhU5KkZ9mmRUhzRce58S/sX6j5EnjHw9cfJOhtbhUPX5TJHLkex2D8a+542p39jVW2q/Jo+dyCes4PyPpL4M+H9X8NeFb3T9btGtbt9Y1Gf5iCZEknYpIME8MuMZ7V8xnWIp1q8Z03dcsfy2PWy+lKFNxmrO7PW68g7zK1zW9K8N6Td67rdylnp9jGZZpXPCqP1JJ4AHJJAHJrWhQnWmqdNXbM6lSMIuc3oj8u/GXi/wAR/tHfE7TNC03da6fNObbTbd+RBD96W4lAPL7FLvjoAFGcZP6rgsHRynByqz1drt930S/JfefHYivPG11GO3T/ADP0l8CeAvDnw70CDw/4ctliijAM0xA824kxzJKw6sfyA4AAGK/MsfmFXF1XVqv/ACXofW4bDQoQ5II+R/2vPEcNumj+ANCjRLjVZzqOox26gSSuMR24kCcsWO488kqvtX2HB2Gbc8VV2irK/TueHnlVLlow66v9D6A+A3wwHwx8EQ2d6g/tvVCt1qLDB2uRhIQR2iXj0LFiODXz3EGa/XMS5R+FaL/P5np5Zg/YUrPd7ntTMqKXchVUEkngADua8NI9A/Nbxn+0D8SPGfxIh034a301tYR3i22m20CqftRDbfMmyDuD9dp+VV7ZyT+nYLh3CYfCOeLjd2u2+nkvT8z5LEZnXq1rUHZdPM+2Pid8WPDnws0L7frcqzanMh+yafE37yeQendYwfvORgDplsA/DZXlFbG1OWmvd6vt/wAHyPocZjoYeF5b9j4V+C9tq3xm+Oi+K/Ez+ebBjq1xgYRfIKrbRIOcKrlMDnKqc55Nfe53KGX5b7Cj191fPd/n9583l6licV7SfTX/ACPUv2pPHGq+IfEOmfBnwuS8lxJC98qnHmTSkGCFj2VQRI2eOVJ+7XlcKYCFKlLMK/S9vRbv9DtznEynNYaHz/Q5ywa6v7BPgR8CwsyuAfE3iVQVjmY/LJtkHIhHKrjlx8q5BZm6qnLGX9p5lp/JDt207/lu/LGLcl9Uwv8A29L+un9ev2b8NvhxoHwx8NxeH9DTexIkurpwPMuJsYLtjoOyr0UepyT8TmeZ1cZWdWp8l2R9BhMJChDkicb8a/jXpHwp0nyINl74jvUJs7MnhAePOmxyIweg4LngY5YduR5HUx07vSC3f6Lz/I58wzGOHjZayey/zPlf4HfGb4k6t8XNN0nxVrFxeWWveYs1tOoVE3QNNC8SAAICQuNoAKnvwa+sz7JMJTwEp0IJOPVetnfueLl2PrSxCjUldP8AyK3xT1XVvjn8crX4d6XdMmj6bdNYx7eUTyQTeXBHQsNrBexCqB1NVlNKGW5a8XNe81f79kLGzlisUqMXotP82foD4U8KaF4K0O18O+HbRbSxtVwAPvO38Tu3VnbqWPWvzzF4upiKjq1Xds+noUIUoKEFodHXMbBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMnXtasvDmi3+vakxW006B7iXHJKxrnCjjJPQDuairUUIuctkdWBwdTFV4Yel8UmkvmfnzYReN/2l/G8n225NlolgRI6rkw2cLHCqi8B5nwfmPJwTwoAHysFVx9XV2ivw/4J++V5Zfwpl69nHmqS++T7vtFdunq7n3d4N8D+GvAelJpPhuyW2jwDLKfmmmYfxyv1Y/oOgAHFfTYfDU6MeWCPw7N87xeY1nWxU7voui8kun9XPhfRGOkftSSlvl8zX7wf+BXmAfnvr5qn7uYfN/iftuNXt+EFb/n3H/yW3+R+i1fWH8+hQAUAcfrPw/8EeIr/wDtTXNAsdQvCoUzTQqzkLwASRzgcDOawqYWlN804ps9bB59j8LT9jh68ox7Juw22+HXw/s8G28K6REw6MtlBu/PZmlHCUVtBfch1OIMyn8eJm/+3pf5nVWtpaWMK29lBHbQr0jiUIo+gXArdRS0R5dWrOpLmqNt+epYpkBQAUAFABQAUAfnajnwp+1KXm+Tztdbk/3dSUgH8pq+U/h5hr3/AD/4c/oGUfrnCFo9Kf8A6R/+yfolX1Z/Px8f/tFfBi1vbC6+IPhe3EN9agy6nbxjCzRjlp1A6OnV/wC8uT94fN4ObZcmnWprXr/mfrXh9xhOnUjluLleL0i30f8AL6Pp2em225+zR8Tp/FGjTeDdamMup6LGHt5HOWltMhQCe5iJC57qV7gmtMnxrqQ9lPdfkcXiPw1HB11jsOrQqPVdpf8AB39U/I+pK9o/MgoA+G/ij8J/GHgDxa/xK+F6ytbtK1zJDarvktnfmQeVg74WyTgAhQSCNoBr5vG4GrRqe3w/9f8AAP2vhnirA5lgllWb2vayb2kumvSS/H1Njwz+1tZeUsHjPQZYp0GHn04h1Y/9cZWUr/38atKOerarH7jkzLwpqczlgaya7S/zV7/cj0Ff2ovha0e8yX6tj7htuf0Yj9a6v7Zw/d/ceA/DPN07Wj/4EYd/+1j4KT91o2j6pqFwxwiusUSsT0AId2/8crOWeUtoxbO2h4WY9616sIr5v9EvxOr8CfED4reM/EFtLeeCk0DwuwczTXbuLj7hKGPf5ZbLY6REY7it8NisRVmr07R89zy88yHJ8DhpKGL9pW0so2tvre17af3vke+V6Z8KFABQAUAFAHzJpNlceJv2mNa1a4if7J4R02O3gdgQBJPGMDn182Yj1xmvHhF1MdKT2iv6/U/SMVWjhOFKVGL96tNt+if/AAIn03XsH5uFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHxf8AGMf8JX8dvCHhRvntrb7KJk/66TGWb84lWtoaRufJZr+9x1Ol00/PX8D7QrE+tCgAoAKACgAoAKACgAoAKAPJfjH8U4PhL4ZttffT/wC05bu8jtI7fzfKzuVnZi21uAqHt1Ir18lyl46s6Sly2V77nDj8b9Xgp2vdneeG/E2heLtKj1nw7fRahZyMU8yFgwDr95TjoR/9foRXBicLVoT9nVjZnTRrQqR5oO6N6uc1CgAoAKACgAoA+L/gQP8AhFvjD4z8Gg7LdhcCNex+yz4i4/65uxraequfJ5N+6xlSj01/B/5H2hWJ9YFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAeYeLvgz8M/HFw974h8PwS3snLXMJe3mY+rvCULn/AH816uDzvGYZctKo7dt1+JxV8voVXecdTzk/snfCAvuFrfAf3RdNj9Rn9a9L/W7H919xy/2Jh/P7zq9B/Z4+D/h+ZLm28NQ3c6HIa9eS5HH/AEzlZo//AB2uTEcR4+qrOpZeVl+WpvTyrDQd1G/qezxxxxRrFEojjQBVVRgADgAAdAK8Rtt3Z3pW0Q+kMKACgAoAY0cbMrsgLL0JHI+lO4rD6QwoAKACgAoA+TND/ZM8LaX45fxRe6pJqGlRXJurbS3hChW3blSWXcfMRT22ru4B4yD9fX4vrTw3sYxtK1m7/krafeeHTyOEavO3ddj6zr5A9wY6JIjRyKHRwQykZBB6gj0pp21QmjnvD/g7wp4U8/8A4RrRbLSTcnMptYUiL9wGKgEgdh0HaujEY2vXt7ablbu7mVLD06f8OKR0lcxsFABQAUAFABQAUAFABQAUAfnZeXJ+AX7Sdxqd6ph8O+IXkdnA+UWt625iMdoJxyBztX3Ffo8If2plChH44fmv80fKSf1TG8z+F/k/8mfodDNFcRR3FvIssUqh0dCGVlYZBBHBBHIIr85lFp2Z9UmnqjJ8Q+ItE8KaTca74hvYtPsLVd0kspwPZVHVmPQKASTwBW2Hw1SvNU6UbtkVasKceebsj8/PE3ijxr+1H4xi8KeE4ZNO8J2EgkdpB8qLnH2i5wcFyM+XED7D+Jq/RMLhcPkuHdeu71H/AFZeXd/8MfL1q1XH1fZ09Ir+rszvg1H4a+GP7QWt6T4jvo9Ps9L+32VndXzrEuRIBEzu21VLwgnJwDnjqK0zp1sZlcJ0Y3bs2l+P3MjAclDGSjN2Sulf+ux9FfE79p/wl4atZNM8DzR+Jdem+SJoMvaRMeAzSL/rDnosZOe7Cvm8r4Vr1nz4lckPPf8A4HzPVxmcU4Llpay/A+NfFfhn4ieC9a8N/FH4hW0txPrF8l/IJc+YHgkWQRTcbY2dB8qdlGMDaQPtcJisJiKdTBYV2UVb7+q7+p4NajWpSjXrLd3Pse5/a9+FkVkLi3t9VuJ2XItxborA+jM0m36kE/jXxceDca5Wbil3v/wD3pZ7QtdJnz74r+MPxX+PdxJ4Q8CaPNZaXN8s0FoxZ3Q8f6TcnaqIf7vyqehLcV9FhMmwOWJYjEzvLu/0Xf7/AJHl18fiMW/Z0o6eX6s8i8GzfE/4feILuPw34fuYvETobYNJYPPc2+ThvJRlYBm6FtpyOBwTn2MasHiqSdaouTf4rJ+pw0HXozfJH3vTU9Mu/gZ491Dw34j+KHxXvp7aW0sZrmKCeTzbyeYIREJM5EUYYj5fvYG0KvBry4Z9hoVqeDwMU7tLTRJdbd3/AFqdcsurOEq+IdtPmerfsV6Uq2Hi3XGXLSzWtojegjV3cD671z9BXk8b1fepU/V/kd3D8NJy9D54sNHv/i58dNS07+1BpcutajfEztkssC790SAdT5IKAEgEcE4r6OpWjgMtjPl5uVLTz7/eeVGm8RinG9rt/wBfcfp54I8C+G/h7ocWgeGbQW9unzSSHmWaTGDJK/G5j+QHAAAAH5ZjsfWxVR1azu/wXkj7DD4aFGHJTR5V8Zvj/wCH/hnazaVpjx6p4ndcR2qnKW5I4e4I6Y6hPvN7A7q9fJOHquMkpz0h37+n+ZxY/M4UFyx1l+XqfPfwa+CmufFDW2+KXxVaW4sbqQXEMFxw9838LMuBttwMBVGAwAAATr9FneeU8FT+pYLRrTTp/wAH+tzy8vy+VeXt6+35/wDAOY+N+qP8Pv2ij4osoQDbw2l1DGoAX5LYQKAOmPkx9K6sipfWsp9jJ73X43Mcxm6OM9pHy/I7T9jfwu97q3iPx3egyNAq2EEj8lpJj5s5z/eACc+jGuLjTFKMKeGj6v5aL9fuOjIaN5Sqv0Pvyvz0+nM3WNY0zQNMutZ1m5SzsLJDJPNJ91FHc4yfoAMk1rRozqzVOmrtkVKkYRcpPRHCeGPjJ8NPGWrx6D4b1+K+1GVWdIRFNGWCDc2DIig4AJxnOK78VkuMw9P2tanZfI5aOYUKsuSErv5npteWdoUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA4n4kaHL4j8BeItFt1Lz3dhMIVHVpVXfGv4sAK58XTc6MoLqj2eHcasLmNCvLZSV/TZ/gfI/7JHiKG11vXvDEzBX1CCK6gzxlrclXUepKyA/RTXg5DVSlKm+up+r+K2Xynh6OLj9ltP57fl+J93V9Mfh5+dXjzbo37T0M+dsY1nSpyf9mRYGf+Zr5PFe7j7+a/Q/oLI71+EnHryVF93NY/RWvrD+fQoAKACgAoAKACgAoAKACgAoAKAPgP8Aam8PXWieN9K8aWIaNdShQGVf4bq0Iwc9vkKY/wB0+lfL53ScKsaq6/mj928McfDEZfUwFTXle392X/Bv959oeB/Fdn428KaX4msiu2+hVpEX/lnMOJYz/uuCPcc9DX0OGrqrTVRdT8dzrK6mAxlTCVPsvTzXR/NHUyRpKjRSqHRwVZWGQQeCCD2NbtHmRk000fm18NIx4R/aHTR9NYm2t9WvtNAz96EGSMZ+mAfqK+QwS9njeWO12j+ieJJfXeGXXq/E4Ql89GfpRX15/OoUAFAHH658P/BHiWRptd8P2F7O/wB6aSBPNP8A20AD/rWFTC0p6zimetgs+x+FXLh68orsm7fdscxH8DfhPC/mJ4XtSQf4jI4/JnI/SsVl2HX2EelLjXOZKzxL/D/I7jR/Cvhnw/8A8gLRrLTTjBNtBHET9SoBP41006FOHwRSPFxeZ4vE/wC8VZS9W3+Zv1ocIUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHxlY41T9rK5mf5lst+Ae3l2Aj/9COa2+wfKQfNmzf8AXwn2bWJ9WFABQAUAFABQAUAFABQAUAfn1+1lrs/ifxrovw/0r94dHtZb26C87XkTzW3D/pnBHv8Ao1fonCNBUcPPFT+00l+X4t2+R8tndVzqqlHpr/XyPU/2OJd/ww1OPP8Aq9cnH4G3tz/jXlcaL/bIv+6vzZ3ZD/Afr+iPrKvkD2woAKACgAoAKAPjOADS/wBrSSNPljvQ2ffzNP3n/wAfFbfYPlF7ubWX9e6fZlYn1YUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAeVfFr4UaJ8V/D39l6g32TULQtJY3qruaGQjBBH8UbYG5cjOARggGvWyfN6mBq88NU913/4JxY3BRxEOV7rZnyJpum/tU/CSI+HNEtZdX0qIkW/lJHfQqPWLP72Nf9lgo74719jVq5Jjn7ao+WXXo/n0Z4UYY/D+5FXX3luz+Cfxv+MOrQan8WtUl0vTIm3COVozIFPUQW0X7uMnoWfB7kNUTzzLsBBwwMby/rdvV/1sVHL8ViZKWIdl/WyPtrwb4K8N+AtEh0DwxZLaWkXzMeskrkcySv1Zj6np0AAAFfDY3HVsVUdWs7v+tj6HD4eFGHJTR598RvgD8P8A4maiNZ1mO5sdT2qkl1YSLG8qqMKJA6OjEDgHbuxgZwAB6OW8Q4rBw9nTacezOXFZZRry5paPyJ/AXwF+G/w8uU1DSNOa81KP7l7fsJpk90GFRD/tKgPvipzDiDF4tclSVo9lov8AMeGyyhRfNFXfdnqmq6RpWu2Eul61ZQahZTjEkFxGskbemVYEcdvSvJpVp05KdOVn3R2zpxmuWSujyyH9n34NwXP2tPCVqZM5w7zOn/ftnKfhjFetLiLMGuV1X+H+RxLK8Mnfk/M9U0zSdL0W0Sw0axt9PtI/uw20axRj6KgAH5V5NWtOpLmqSbfmdsKcYK0VZGhWZZ8T/tK/HTw6NE1T4aeHiNTv7wLDfXMbfubYI4Yxgj78ny7WA4Xuc5A+44YyGr7SOMq6JbLq/wDJHzubZlDldCGr6+R0v7HNsIvhnqdwR80+tTc/7KwQAfrmubjSV8ZFdor82b5Cv3Dfn+iPGvF3hb4k/Af4pal488GaUdU0fUnndHELzwrFcN5jwTCPDRlG+62RkAcn5lr2sHi8HmeCjhcRLlkrdbO66q+/9eR59ejXwld1qSun/VhL34y/tE/FFTonhLQ5dMjm+SSXTreSNsH+9dTMViHuCh96IZLlOC/eV539WvyW/wCInmGMxHu0429F+p6j8Kf2VrHR7mLxJ8S5Y9Y1Pd5q2Ckvbo5Od0zNzM2eo+5nOd9eVm/Fkqi9jg1yx79fl2/P0O3BZKovnr6vt/n3PsZVVVCqAqqMADgAV8We8fDv7Uvwl8YeLfFOjeJfCelS6ostmLG4SDBaN45HdGYEj5WD43dBt5xxn7vhTOMPQozo15cut1f0/wCAfO5zgqlSpGdNX0sfSXwa8BN8N/h9pnhy4C/2hhrm+ZDkG4mOWAI67BhAe4XNfM51mH1vFSrLbZei/q562X4b2FFQe/U9SryjtIpoIbmGS3uY1mhlUq6OAysp4IIPBB9KqMmndCaTVmY+n+GPDWk3H2vStGsbG4wV823t4onweo3IoODWtTFVprlnNtebZnChTi7xil8jdrA1CgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//W/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/Nn4jaXqHwW+MkXiDRo9tpJcf2lZAcK0UpInt8joBl0x12EHvXyOMhLC4rnjtuv1R/RXD2JpZ9kTw1d+8lyS9VtL8n63P0P0HW9O8SaNY69pMomstQiWaJu+GHQjsynhh2IIr6ulUjOKnHZn8/47BVcLXnh6ytKLs/6/I+AP2k0OkfGC31NeDJa2d2D7xsyZ/8h18tm/u4pS9D948OX7fJJUn0cl96T/U/RWvrD+fRaACgAoAKACgAoAKACgAoAKACgDgfiV4EsfiL4SvPDl0yxTNia0nIz5NwmdjfQ5Kt/sk45rlxmGVem6bPd4czypleNhioarZrunuv1XmkfCfgH4geLPgJ4nvfDfiOxlfT3lH2yyJwVboLi3Y/KSVx/suuASMAj5nC4qpg6jp1Fp2/VH7fnuQ4PiPCQxWFmue3uy/9tl/V0/mn9X337SHwvg0CbV7HU2urxYi0VgYpUmaXHEbErtHPVslR2J4r3ZZvh1DmT+R+WUPDvN5YlUalO0b6yumrd97/AC3Pmn9m/Q9R8WfFG48ZXoLx6WJ7y4lI+Vrm6DIq/U7nf/gNePlFOVTEOq+mvzZ+j+ImNpYLKI4GnvO0Uv7sbP8ARL5n6I19Wfz+FABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8Z+E/3f7UuuK/Bf7TjPvCp/lWz+A+Tw2maS+f5H2ZWJ9YFABQAUAFABQAUAFABQBVvr2202yudRvZBFbWkTzSueipGpZifoATV04OclCO7JlJRTk+h+fvw+0W88X6L8W/jnrcZDXumavBpof+HfbuXK+0abYlP+8O1foeY140KmEy2m9nFv71+b1+4+XwtJ1YVsVPqnb7v6R6T+xlLnwJr8H9zVy//fUEY/8AZa8zjZf7TTf939WdmQP91Jef6H2HXxh7wUAFABQAUAFAHxnq/wC8/axsFTqoiz+FiT/KtvsHydT/AJGy+X/pJ9mVifWBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8P8Ax2+O2q6nqp+FfwsaS41C5l+yXd5a8yNIx2m3tyOhzw7jpyBjBNfdZDkEIQ+u43RLVJ/m/wBEfOZlmUpS9hQ37/ojl/G/wX034T/AXVLu/Ed54n1WazjurnqsK+csnkQk/wAIK/M3VyM9AAOrA53PHZnGMdIRvZd9N3/WhjiMvjh8I3L4nY9x/ZNg8n4Q28mP+PjULqT8iE/9lrw+LpXx7XZI9HJFbD/Nn0vXy57AUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//X/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8i+M3w1i+JXhN7K3CprGnlrjT5GwPnx80RJ6LIBg+hCk9K4Mwwft6dlutj6vg/iOWVY1VJfw5aSXl39V+V11Plb4B/Fp/AGqT+BPGTvaaXNOyo8+V+w3Odrq4PKox+92VuTgFjXi5Xj/YydGrt+TP1DjrhVZlRWY4FXml0+1Hpbu107rTshf2tERvHGiXaMGWbSEUMOQQs8pBB/wCBUZ6v3sX5B4VSf9n1oPpN/wDpMf8AI+8dDuDd6Lpt0es9rDJ/30gP9a+mpu8Uz8NxtPkr1Idm1+JqVZzBQAUAFABQAUAFABQAUAFABQAUAcP43+HPhL4hWS2fiWxEzxA+TcRnZPFn+447f7Jyp7iubE4SnWVqiPayXiHG5bU58JO1909U/Vfrv5nz2f2RPDv20OviS9Flu/1RijMu3083O3Pvs/CvK/sGnf4nY++XixivZ2dCPN3u7fd/wT6T8H+DfD/gXRYtB8OW32e2Ql3ZjuklkI5kkb+Jjj6AYAAAAr2MPh4Uo8kFofnWbZvicwrvEYqV5fgl2S7f09Tqa2PMCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+MrsjRP2sIZn+WHUduPfzrHyx/wCRBW32D5OT5M2TfX9V/mfZtYn1gUAFABQAUAfLP7Ql/wDEl9e8H+FvCWqT6DpXiGc2kt/bCQMLp2AjSSSIF0XByNpGfmJ4Xj6vhynhPZVq1ePNKKvZ9uuj0f8AXc8XNZV+eFOm7J6X8zzG7/ZY+Kd6TJefEBblz1Mst036kmvVhxXgo6RoW+445ZLiHvU/Mt6F8D/2h/Amo22oeGPGFpdxxyr5ltLdXJhdc8+ZDJGUK464O4fw81GIz3KsTBxrUWvOyv8AJp/8DuVSy7GUmnTmvvZ90V8EfSGJ4l0Cy8U6BqXhzUXljtNUt3tpmgbZIEkG07WIIBx6gj1BFb4XESo1Y1obp31Mq1JVIOEtmeeeMfDOl+Efgd4k8M6FEYrHTfD19FEGOWIEDszsRjLMSWY4GSTXpYLFTr5lTrVHq5r80ctejGnhZU4bJM8I/Ytm3eHfFVv/AM8723f/AL7jYf8Aste/xvH97Sfk/wAzzeH37s16H2tXw59CFABQAUAFABQB8ZaCf7c/as1O+T5k07zgfbybQWp/8eNbPSB8nRftM1cl0v8AgrH2bWJ9YFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAeB/tH+P73wD8OJ5dJkMOp6zMNPt5VOGiDqzSSL6EIpCkdGYHtX0HDWXRxWLSmvdjq/PsjzM2xTpUfd3eh5b+yZ8LbTT9E/wCFmatGJdR1PzItP3DPk26sUeQZ6PIwIz2QccMa9bi/NZTqfU4PRb+b/wCB+focWSYNKPt5bvY679rmbyvhMEz/AK7VLZPyWRv/AGWuPg+N8d8n+hvnjth/mje/Zeh8r4K6C+P9dLeP+V1Iv/stc/FTvmNT5fkjXJ1/s0fn+Z9BV86eoFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5x+MvwEsviA7eIfDzx6d4hCgSb+IboKMDzNoJVwOA4ByOCOhHk5hlare/DSX5n6Fwfx1Uy1fVsSnKl07x9O68vmvP5Yi+BHxk1bUrPRNT06aO3tgIY7i4uEkt7eEtk7CHb5RknagzntmvEWWYqUlGS0R+ny44yKjSnXpVFd6tJNNvz0WvS7P0p0+zj06wtdPiJaO0hSFSepEahRn8q+vjGySP5zr1nVqSqPdtv7y5VGQUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHxj+0Wknhj4ieDPHkSnbHsDbe7WU4lwf95ZMe4FbU9U0fJ56nSxFOuv6s/wDgn2VFLHNEk0TB45FDKw6FSMgj61ifVppq6JKBhQAUAFABQAUAFABQAUAcZ8RoxN8PfFsLdJNGv1P427iu3LXbFUn/AHl+aObFr9zP0f5HyT+xRIxtvGsX8Kvp7D6sLgH+VfYccLWi/wDF+h4nD3/Lz5fqfdNfBH0gUAFABQAUAQXNxDZ2813cuI4YEaSRj0VVGST9AKCZSUU5PY+O/wBmmGbX/GPjPx1crhrglAT3a7mM7gH22Ln61tU2sfLZAnUrVK7/AKu7/ofZdYn1YUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8Xfto21w/hfwxeKD5EV/NG57b5Isp+iNX23BEl7apHrZfmfP5/F8kH5nufwEvrS/+EHhKWzIKRWQgbHaSFmjkz77lNeDxBBxx9VS7/mejlkk8NCx5V+2PLs+GOlxg8ya5APwFvcH/AAr1+C1/tkn/AHX+aOPPv4C9f0Z6J+zhF5PwV8Kp6xXLf993Urf1rzeJXfMavy/JHTlK/wBlh8/zZ7fXhHpBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//R/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPCf2ifDDeIvhvd3UCbrnQ5Fv0wOSiArKM+gRix/3aum7M8bPMP7TDOS3jr/manwI8VL4p+G+ls77rvSl/s+4HfMAAjJ+sZQ59c0TVmaZNiPa4aPdafd/wD2KoPVCgAoAKACgAoAKACgDz/wCKFr45vPBWo2/w6nS28QP5fkOxVTtDjzAjPlVYrkAt+YOCPRyqWGjiIvFq8Dlxiquk1R+I+Kpvgt+094rV7TxFr80VrcDbJHeaq7wkHqDFAZFI9ttfbrO8moe9Sp6rtHX73Y+eeX46ppOWnmz2n4Nfs7+Ifhjr0Wu3XjB5ISrC402zjdLe4JRlQyszgNsLblzHkHoRXiZ1xHSxlJ0o0teje69NOvqehgMqnQnzufyXX+vQ+rK+SPbCgAoAKACgDxP9oDxUvhn4b6jDHJtu9axp8IHXEoPmn6eWGGfUirpq7PIzvEezwzS3lp/n+Afs/eF28NfDXT3nTZdawzahKD1xKAIv/IaqfqTRUd2GSYf2eGTe71/y/A9sqD1woAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDzX4t+A4/iR4D1TwyCqXciiezkbolzF80eT2Dcox7Kxr08nzB4TExrdOvo/6uceOwvt6Tp9enqfFv7OHxWk+G+v3vw18b7tPsbq6ZUaf5fsd6DsZJM/dR8AE9FYA9CxH2/EuU/W6UcZhtWl06r/ADR8/lWN9hN0aui/JnrH7ZsoHgXw/F/f1bd/3zBIP615HBS/2mo/7v6o7s/f7qK8/wBD2b4CReV8H/CK+tlu/wC+nZv614nEDvj6vqd+WK2GgevV453hQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//S/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAIbi3hu4JbW5jEsM6NHIjDIZWGCD7EUEyipJpnxR8Mryb4P/GDVPh7qrsulazIsdtI/QsSWtZM/wC0rGNsfxHn7tbS96Nz5LL5PB4yWHns/wCl/kfbtYn14UAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8QePbiT40fGjT/BWnu0mi6E7R3DoflwhBu5Ae2SBEp9QD3rde7G58hjZPG41UY/DH+m/0PtuKKOGJIYVCRxqFVVGAoAwAB6AVgfXJJKyJKBhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8s/tA/AGH4gwSeK/CsaQ+J7eP95HwqXyIOFY9BKBwjHgj5W4wV+r4d4heFfsK79x/h/wO/3ni5plntl7Sn8X5/8ABPhDxR8QPF2q+FNO+HnipXc+HLpjC1wGW5iAUxmCQNyQn8OeV6cjGPvsLl1CFeWLofbXTZ+Z83VxNSVNUan2fv8AQ/VL4TaZc6P8M/CenXsbQ3EOl23mRsMMjMgYqR2IJwR61+T5vVVTGVZx25mfZ4GDjQgn2PQ6846woAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8r8b/GPwV4DmFlqNw97f5Aa0swskkY9ZMsqr9Ccn0xzVxptiuelWN5DqFlbX9sT5N1Ek0e4YO11DLkHocHpUMZ8+/tEfDmTxT4fj8U6NGTrOgKXIT78tsPmdRjktGfnX/gQHJFaU5dDwc8wPtaftYbx/L/gHTfBP4lxfELwuiXso/tzS1WG9ToZOMJOB6OBz6NkdMUpxszoynHrEUrS+Jb/AOZ7NUHrBQAUAFABQAUAFABQAUAFABQAUAFABQB4f8c/ibH4B8MtZ6fMBr2rq0VqB96FOjzn029E9W9QDVwjdnj5xmHsKfLF+89vLz/yM39nz4cP4N8NNrurRbNa11VkcOPmht+scZzyGOd7+5APK06kr6GeSYD2NP2k170vwR9BVme4FABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAcvqPgnwdq+qw65qugafe6nbkGO6mto3lBX7vzspPy/w88dq6qeOxFODpwqNRfRN2MJ4alKXPKKb9DqK5TcKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDA8R+KNA8J6c2qeIL6Oxtl4Bc/M567UUZZm9lBNNRb2EfKmt/Frx/8AFLUJPDXwt0+eysz8st3ws2w8bnk+7Av0JY9j2rdU4x1kK56L8Pv2ftA8NOmreKWXXtYzvw4zbRP1yqtzI2f4n+oUHmonVb0Q7H0J06VkMWgD4k+JXhHW/gx4yh+J3gWPGj3Ev+lW6g+XEZD88Tgf8sZD90/wtgDBC53i+ZWZ8jj8LPBVliaHw/1p6P8ArofVXgfxvonj7QYdd0WXKthZ4GI8yCXHMbj1HY9CORWUo2Po8HjIYimpw/4Y7GpOsKACgAoAKACgAoAKACgAoAKACgDifH3jzRPh7oMut6w+5uVtrZSBJcS44Rfb+83RRz6A1GNzjxuNhh6fPP5LufMHwr8Ga18WfFsvxV8erv0+OXdZ27A+XK8Z+REU/wDLGL/x5uufmzpJ2VkfPZdhJ4uq8ViNunn/AMBf11PtWsT605bxZ4z8O+CNPi1PxJd/ZLeaYQIQjSFnIJwFQE8AEk4/XFVGLewjb07UrDV7GDUtLuY7u0uF3xSxMGVh7EfqO1JoZepAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgBjukaNJIwREBLMTgADqSfSgD5u8e/tDaXpczaH4EhGu6s7eUJlBa3VzwAm3mZs9Avy+56VtCl1YrnI+HPgp4w8faivin4tajOivytnuHnFeoUgfJCn+yoz1+6eap1FHSIrH1Zomg6P4c0+PStCsorG0i+7HEMAn1Y9WY92JJPesG76so1qQBQAUAVb2ytNSs59Pv4EubW5QxyxSDcrowwQQeoIoInCMouMldM+JvFXgzxf8BPET+NfAbPd+G5mxcQNl1jQn/VXAHJTn5Jeo6E5+9smpKzPksThK2Aqe2oax/rR/5n038O/ij4a+I+nifSpRb6hEoNzYysPOiPcj++mejj8cHis5RaPoMDmNLEx93R9UekVJ6AUAFABQAUAFABQAUAFABQB5l8R/ir4a+G9gZNRkF1qcq7rawiYebJ6FuuxM9WI9cAniqjFs87H5lSwy97V9j5s8H+BPFvx08Qr47+Ibvb6Ah/0a3XKCVAciKBeqxf3pOrdiTkrpKSirI8HC4Otjqnt8R8P9aLyPti1tbaxtobKyhS3trdFjiijAVURRgKoHAAHQVifWxiopRitCxQUc14r8JaH400eXRNft/PtpDuUg7XjcAgPG3Zhk+x5BBBIpxk07oR8jXFj8Qf2dtWa8sGOteErqQbwciM5OMSAZ8mXsHGVbjr90dF4z9RbH1V4J8feHfH2mDUdCuNzoAJ7aTAmhY9nX09GHB7HrWEouO4ztKkYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//9b9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA848d/FPwn8P4CNWufP1BlzFYwYaZs9Cw6Ivu2PbJ4q4wcthXPmtpfix8fpykQ/sHwpvwT8ywsAe54a4YegwgI/hrb3Yeoj6O8A/Cfwn8P4Vk063+1akVxJfXADSnPUJ2RfZevcmsZVHLcdj02oGFABQAUAFABQAySOOaN4ZkEkcgKsrAFWBGCCDwQRQJpNWZ8o+Pv2fLq01D/hLfhPctpWpQt5osVkMQ3dzbycbM/wBxjt9CBxWsanRnzWNyRqXtcI7Pt/kyj4S/aM1LQ7z/AIRr4s6ZNZ3luQj3iRFHHvNBx9d0fXsveh0+qJwueyg/Z4qOvf8AzX+X3H1LoXiPQfE9mNQ8P6jBqNucZaBw20nsw6qfZgDWbTW59FRxFOquanK6NqkbBQAUAFABQAUAYWv+JvD/AIWszf8AiHUoNOtxnDTOFLY7Iv3mPsoJppN7GFfE06S5qkrHy14r/aJ1jxHef8Iz8JNLnubuclFvHi3yH1aKHkKO++ToOqjrWqp21Z87ic8nUfs8JHXv/kjV+H37PUr348V/FO4Or6pM3mmzdzKm/rm4kOfMI/uj5fUsOKUqnRGmByN83tcU7vt/n3PqpESNFjjUIiAKqqMAAcAADoKyPpEraIfQMKACgCC5tre9t5bS8hS4gnUpJHIoZHUjBDKeCD3BoA+SPG3wc8Q+BdTPjj4SzzR+QS8tjGS0iL1YRg582M942yfTd26I1FJWkTY9K+Fvxs0fxysekauE0zxCo2mEnEc5HUwk859UPI7ZGSInTa1Q7nulZDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAy9Y1rSfD9hLqmtXkVjZw/elmbaM9gO5J7AZJ7U0r7CPlXxN8cPFPjbUG8LfCTTpy0uVa9KfvivQsoPyxJ/tuc/7preNJLWQrnS+A/2ebCynGvfEG4/tzVZG81rdmZ4Fc8kyM3zTN65wvqG61M6vSI7H0rFFHDGkMKLHHGAqoowqgcAADgAViMkoAKACgAoAKACgAoAKACgDlvFPgrwv40tBZeJdMhvkUHY7DbLHn+5IuHX8Dz3zTUmtjmxOEpV1arG/wDXc+Z9a/Zo1jRLw6v8M/Es1lOmSkVw7RSAdcLcQgZ9gUHua1VRdT5+tkE4Pnw0/wBH96MaX4h/tD/DhAvivSF1ayUhPPmiEo56fvrVgMn/AG8mjli9iFi8yoaThzfK/wCK/U3dP/axsFPla74YuLaReHNvOsnP+7IsZH0zSdI0p8SL7dP7mdTD+1N8OZADJZ6tEfRoIT/6DMaXs2dP+sWH/lf4f5iTftT/AA6jUmOy1aY+iwQj/wBCmFHsmD4jw/8AK/w/zOWv/wBrC0dvJ0HwvPcyvwhnnCHP+5Grk/TcKfsvM5qnEi2hT/Eym8Z/tJePv3Wg6K2g2kv/AC1WAW4K+vm3RJP1jwfSnyxRl9bzLEaU48q9Lfi/0NTQ/wBmbUtWvBq/xL8RzX9w/LxW7tI7d8NcTZP1AT6Gk6nY1o8Pzm+fEzu/L/Nn0z4Y8HeGfBtn9h8NabDYRNjeUGZJMd3kbLsf94ms229z6DD4SlRVqUbHTUjoCgAoAKACgAoAKAPAPij8DtM8YNJr3hsppXiFT5hZcrFcMOfn2/df0cD/AHgeo1hVtoxNHEeA/jXrHhfUh4I+LUUttc25ESX8o+Zey+fj7yntKpOepyMtVSpp6xC59YwzQ3ESXFvIssUqh0dCGVlIyCCOCCOhrAZLQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//Q/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoASgDwH4hfH7w54VMml+Hguu6wDsxGc28TdPndfvEH+FPoSprWFJvViueY6P8ACz4ifFq/i8R/E2/m07Ts7obXG2XYe0cP3YQf7zAse4PWrc4x0iKx9V+GfCfh7wfp66Z4esY7KAYLFRl5CP4pHOWY+5P04rByb1YzoqQwoAKACgAoAKACgAoAKACgAoAKACgD42+MGoXfxL+Jmj/DDRpD9lsJR9qdeQJWG6Vz2Pkx8D/aLCuimuWPMyWfWM3h/RLq1hs73T7e9hgjWJBcxrL8qjAzvB7VhdkVKMJ/HFP1Ofm+Gfw7nJaTwppOT3WzhX+SinzPuYPL8M/+Xa+5Cw/DP4dwHdF4U0nI6E2cLY/NTRzPuCy/DL/l2vuR09jpOlaWuzTLG3s1PGIIkjH/AI6BSbZ0U6MIfBFL0NCkaBQAUAFABQAUAFABQAUAFABQBwXjz4deHPiFpv2PWYdlzGp+zXkYAmhJ9D3Unqp4PscEVGbjsKx8wafrvj/9nvVk0bxBE2seFbiQ+S6Z2YPJMDH/AFb92ibg8467q3ajPVbi2Przw14o0LxfpceseH7xbu2k4OOGRu6Op5Vh6H69MGudxa0YzoKQwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/R/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDifGfxC8LeA7P7V4gvAkrqTDax4eeXH91PT/aJCjuaqMHLYR8vXfij4qfHa5l0vwvbNonhvdslk3FUK9/OmwC5x/wAs4xjnkHrW/LGG4tz3b4e/BXwp4DEd6YxqmsLgm8nUfIf+mKchPry3+1jisp1HIdj2GsxhQAUAFABQAUAFABQAUAFABQAUAFABQBxvj7xbb+CPCepeIpsNJbx7beM/8tJ3+WNfpuOT6KCe1VGPM7CPDf2b/CdwbXUviJrOZb7WpJI4JH+8Y9+6aT6yScf8B961rS+ygR9SVgMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAzdW0jTNd0+fStYtY72zuV2yRSDKn/AjqCMEHkHNNO2wj4/8S/Dzxp8F9Vk8Y/Dq4lvNG+9c27AuY4xyVmQY8yMc4cYZe+PvHoU1NWkKx778Nvi14e+ItqIoGFlrES7p7GRstx1eI8b09+o7gcZxnTcR3PVagYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/S/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAqX1/Y6XaS3+pXEdpawLuklmYIigdyxIAoSA+WvGHx/1HWb7/hGPhRYy397MSgvTEWJ9TDER0HXfIMD+7jmt40rayFcl8Gfs+XF9ef8ACS/FO9fU7+ciRrMSFxn/AKbzZy2P7qHA9SOKJVekQsfUVpZ2mn20VlYwR21tAoWOKJQiKo6BVAAA+lYXGWaACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+OfjTqd58RPiHo3ws0STMNrKpuWHKiZ13Ox9RDFk/UsK6Kfux5mSz620rTLPRdMtNI0+MRWtlCkESjsiDaM+p45Pc1g3fUo0KQBQAUAFABQAUAFAGTr1vqN5oepWukXH2TUJ7WWO2m/55zMhCN+DYNNb6geBfs+ePdW1y31Xwj4ouprjWNJkMiNcsWmaItsdWLZJMb8Ek5+YDtWtWNtUJH0nWIwoAKACgAoAKACgAoAQjPBoA+Y/iV8CTPdHxd8N3/svWYG842sTeUkjjndCwI8t/bhT/s852hV6SE0O+Gvx2+1XS+EviMn9la1A3ki5lXykkccbZlOPLk9+FP+zwCTpdYgmfTXXpWIxaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxb4h/HDwr4GEthbsNX1lcj7LAw2xt/wBNpOQv+6Mt7DrWkKTYrnidj4L+KPxwu4tZ8aXb6N4fDb4YdpQFT/zwgJycj/lpIeh43DitXKMNEI+pPB/gPwx4FsfsXh6yWFnAEs7/ADTykd3kPJ+gwo7AVhKTluM7GpGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAcn448U2vgvwtqXiO5wxtIj5SH/AJaTN8safixGfQZPaqiruwjwL9nHwtdXI1X4la3ma91eWSK3kfqyl908v/A3+XPbaexrWtL7KBH1TWAwoAKACgAoAKACgAoAKAPjL4mQTfCn4waX8QLGMrpusOXuVToW4S6THqykSDP8RPpXRD3o8pLPsiCeG6gjubdxJDMqyRupyGVhkEH0IrnKJaACgAoAKACgAoAKACgAoA8o+JXwk8P/ABEtTNKosdZiXEN9GuWOOiSrxvX68jseoOkKjiKx4L4Y+IvjP4M6rH4M+I9vLd6OPlt7lSXaOMcBoXP+sjHdD8y9BjG06ygpaxEfYGk6tpmu6fBquj3Ud5Z3K7o5YjlSP6EdCDyDwea52rblGjSAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDmPFXjHw54L086j4ivktIzny0+9JKw/hjQcsfoMDvgVUYt7CPlbVPiR8SfjFfS+H/h1Yy6VpOds1zu2PtPeaccRgj+BMseRlulbKEY6yFc9Z+HnwF8M+DvK1LVwut6yuGEkq/uYm6/u4znJB/jbJ7gLUTqt6Dse71kMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD49+OWrXvjvxzonwp0KTIimR7ojlRNIucsPSGLLH6kdRXRSVk5Mln1fo2k2Wg6TZaNpyeXa2EKQRL32oMZPqT1J7msG76lGnSAKACgAoAKACgAoAKACgDzD4v+Df8AhNvA2oadBHvv7Qfa7PAyfNiBO0f767k+pz2q6crO4mcV+zp4y/4SHwadBu5N194fYQgE8tbtkxH/AIDgp7BR61VaNncEfQlZDCgAoAKACgAoAKACgAoAKAOe8T+FtC8YaVJo+v2i3VtJyueHjbGA8bdVYeo+hyMinGTTuhHyHf6L8QP2etWfV9BkbWPClxIDKrg7MHgCZRny5OyyrweM/wB2uhOM1Z7i2PqLwJ8RPDnxB037bos+24iA+0WkmBNCx9R3U9mHB+uQMZQcdx3O7qBhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAIp54LaGS4uZFhhiUs8jsFVVHJJJ4AHqaAPmTxz+0NBHc/8ACPfDe1OtanM3lLdBGeIOeMQxj5pW9DwvpuFbRpdZCuY3hX4EeIPFmoDxT8W9Qmnmlw32ISZlYdQsjrxGv+xH09V6VUqqWkQsfVGl6TpmiWMWmaRaxWVpAMJFCoVR74HUnuTye9YN33GaNIAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOZ8ZeJrTwd4Z1LxHeYKWURZEPHmSH5Y0/4ExA/WqjG7sI+dv2dPDN3qVzq/wAT9dzLealLJFbO/cs26eUfVvkHphhWtZ/ZQI+r6wGFABQAUAFABQAUAFABQAUAFAHxbqX/ABZr46R6iv7nQPEZLP2RYrhsSD0HlSgPgdFwO9dC9+BJ9o1zlC0AFABQAUAFABQAUAFABQAUARTQQ3MMlvcRrNDKpR0cBlZSMEEHggjqDQB8m+O/gprPhXUv+E3+EssttPbkyPYxHLr/AHvIznep7xNnPQZ4UdEKiekibHdfC3446Z4xMeheIgmleIV+QI3yxXDDg+Xu+6+esZ59CeQInT5dUNM99rIYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/1v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPK/iB8XvCfw/jeC8m+3arjKWNuQZOehkbpGPrzjoDVwpuQrnzzFpvxX+PtwtzqUn9heFS25FwywsoPBROGnb/aYhQc4I6VteMPUW59M+Bvhl4U8AWwTRbXfeOuJb2bDzyeo3fwr/ALKgD1yeaxlNy3HY9BqBhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8gfHnWr3xl4v0T4UaC25/OjkusdBNIPkDY7RRku3s3qK6KSsuZks+qNB0Wy8O6NY6Fpy7LXT4Vhj9SFGCx92PJPck1g3d3KNekAUAFABQAUAFABQAUAFABQAUAeHfH7wZ/wlXgaa+tY9+oaETeRYHJiA/fIPqo3Y7lRWtKVmJl/4HeM/wDhMPAlp9pk36hpOLK5yfmbywPLc9/mTGT3YNSqxswR7FWYwoAKACgAoAKACgAoAKACgAoAKAPCfil8EdI8cCTWNGKaX4hHzecBiK4I6CYDo3o459QeMawqNaMTR5x4H+Muv+CNTHgb4tQzRGAhI7+QFpEXopkIz5sZ7SKSfXd1Fypp6xC59bW1zb3lvFd2kyTwTKHjkjYMjKRkFSMgg1zjJ6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/X/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMTX/Eeh+F9Ok1XX76KxtI/45Dyx/uoo+Zm9AoJppN7AfKmv/GPxx8SdRk8L/CjT57aBuJLzAE5Q8bi/wByBffO70IPFbqmo6yJudz4A/Z70XQpE1nxlIuvauzeYY3y1tG5OSSG5lbPdxj/AGc81M6reiHY+i1VVUKoCqowAOABWIx1ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBz3ivxHZ+EvDuo+Ir/mGwhaTbnG9+iIPdmIUfWnFXdhHzZ+zv4cvNb1TWfilr3726vZpIrZmHV3O6eRR2AyEXHQbhW9aVvdQI+tK5xhQAUAFABQAUAFABQAUAFABQAUANZVdSjgMrDBBGQQevFAHxh4SZvg98brzwtMxi0TxAVSAt90LKS1s3uUfMRPuTXTL34XJPtGuYoKACgAoAKACgAoAKACgAoAKACgAoA4nxx4A8O+P9MOna7b5kQEwXMeBNCx7o3oe6nIPcdKqMnF6CPli11D4g/s76stjqSNrPhK5lOxlz5ZzzmMnPlS45KH5W56/eG9ozWm4j638KeL9A8aaUmseH7pbiBsB0PEkT45SReqsPyPUEjmsJRadmM6apGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//9D9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAGsyqpZiFVRkk9AB60AfOnj/9oTRdCkfRvBsa69q7HyxImWto3PAAK8ytnshx/tZ4raFK+rFc4bQPg543+JOoR+KPivqM9tA3zR2eQJyp52hPuQL7Y3eoB5qnUUdIisfVegeHdE8L6cmlaBYxWNpH/BGOWP8AedjyzepYk1g23uM26QwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5F/aA1698U+JNF+FOgHfNLNHLdAdPNk4iVsdAiEyN2wQe1dFJWTkxM+n/Dmg2XhjQtP0DTlxbafCsSnoWI+8592bLH3NYSd3cZt0gCgAoAKACgAoAKACgAoAKACgAoAKAPm79pHwe2reGLfxZYqft2gPmRl4Y28hAJ45+R9rD0G41tRlZ2Ez1D4XeMF8ceCtN1t2DXYT7PeAdriLAc47buHA9GFRONnYEeg1AwoAKACgAoAKACgAoAKACgAoAKACgCjqWmafrFjPpmq20d3aXK7JIpV3Kw9x/I9QeRTTsB8g+K/hj4u+Emqv42+GFxLPpqfNcWnMjxx9Ssif8tYh6/eXr23VvGalpImx7d8MvjBoHxDgW1JGn63GuZbJ2+/jq8LHG9e5H3l7jGCc503Edz16sxhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8+8c/E3wp8P7bfrV1vvHXdFZQYeeT0O3Pyr/tNgemTxVxg5bCufM0uo/Fj4+3DW2mx/wBheFS212yywkA8h3wGnb/ZUBQcZA61taMPUR9D/D/4Q+E/h/Gs9nD9u1XGHvrgAyZPURr0jH05x1JrKdRyHY9TrMYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAYXibX7LwtoGoeINQOLfT4WlIzgsRwqD3ZiFHuacVd2A+Y/2fNAvfEviDWvirr48yeeaSK1JHHmyczOuegVSI17YLDtW9V2XKhI+ua5xhQAUAFABQAUAFABQAUAFABQAUAFABQBVvbO21GzuNPvYxLbXcTwyo3RkcFWB+oNFwPkD4PXlz8NvihrXwz1WQ/Zb+Qi2ZuAZEG+F/QebEef9raK6Ki5o8xKPsmucoKACgAoAKACgAoAKACgAoAKACgAoAKACgD5r+JvwJi1W4bxT4AYaVrsTecYI28qOZxzujYY8qTPcfKT1wctW0KttJCaM/4c/HWeK9/4Q74nodN1W3byReSr5asw42zrwEb/AG/unvjqXOl1iFz6jDBgGUgg8gjvWAxaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMzWdZ0vw9pd1rWtXSWVhZJ5k00h+VFHGeMk5PAA5J4HNa0KE6s1Tpq7fQipUjCLlJ2SOK0r4u/DnXPEFh4Y0jXoLzU9St/tNvFEHYMmwvgvt2q+wFtjENgdOld1XJ8XTpSrVINRTs/6/XY5oY+hOapxlds9IrzDsCgAoAKACgAoAKACgAoAKACgAoAKACgAoAz9U1bTNEsZdS1e7isrSAZeWZgqj8T3PYDk9qaV9gPlXxT8d/EHizUD4W+EenzTTTZX7aY8ysOhaNG4jX/bk6DsvWt40ktZCubXgb9nmCO5HiH4kXR1rU5W81rYuzxBjzmaQ/NK3qOF7fMKUqvSIWPpuCCG2hS3to0hhiUKkaAKqqOAABgAD0FYDJaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+Sf2hvEN7r+s6N8K9APmXN3NHLcqp6ySHbAjY6AAl2zxjae1b0lZczEz6W8LeHrPwp4e07w9YD9zYQrHuxgu3V3Pu7Esfc1jJ3dxnQUgCgAoAKACgAoAKACgAoAKACgAoAKACgAoA+VP2kfDNza/wBj/EjRsxXmlSxwzyJ1UB98En/AXyv/AAIelb0ZfZYmfQngzxNbeMPC+meI7XAW+hDOg/glX5ZE/wCAuCKylGzsB09SMKACgAoAKACgAoAKACgAoAKACgAoAKACgDzD4jfCrw78RbP/AE1PsmqRLi3volG9fRXHG9M9j07Ec1cJuIrHzz4f8c+OPgdqsXhLx7byX+gE4tp0O/YgP3rdzjco7xNgr229Ds4qavESPsDRdb0nxFpsGr6Jdx3tlcDKSRnI9wR1BHcEAjvXO01oxmrSGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9P9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDwP9py5Fv8ABTxGucNO1nGPxu4if0Br6DhaN8xp/P8AJnmZw7YWXy/M+PP2fvAmvQePPh/4ue3maw1SbUnSVUYxpFaQNHudxwu6QsgB9B619nxFmFJ4avQvquX8Xf8ALU8HK8NNVqdS2jv+B+n9flh9iFABQAUAFABQAUAFABQAUAFABQAUAFAHg/xD+PPhnwcZdN0crresrlTFE37mJun7yQZyR/cXJ7ErWsKTYrnk+lfDb4k/GK+i8QfEW+l0rSc7obbbsfae0MB4jBH8b5Y8HDda0c4x0iKx9U+FvB3hzwZp407w7YpaRnHmOPmklI/ikc/Mx+pwO2BWEpN7jOnqRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAGP4g1uy8N6Jf69qLbbbT4Wmf1O0cKPdjgAepppXdgPlr4B6Je+LvFet/FbX13yNNJHa56edIP3hXPaOMhF9iR2req7JRRKPr2ucoKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAx/EGiWfiTRL/AELUButtQgeF/Ubhww91OCPcU07O4j5d/Z81u88M+I9d+FmuNsnhmkltwenmxfLKq56h0Ade2AT3raqrpSQI+uqwGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAYfiLw3ovivS5dG160S8tJv4W6qw6MjDlWHYg5pp21Qj5B1bwx49+AOrSeIfCkz6r4YmcGeNwSoXstwg+6R0WVQPfGdp6FJTVnuLY+l/h/wDEvw58RNP+0aVL5N7EoNxZSkebEfX/AGkz0YceuDxWM4OO4z0OoGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/1P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPzq/as+INz4o18+AtCLS6b4YU3WpPHypuThPmI4xFvCf77kHkCv0jhLLlRpfWqvxT0Xp/wAHf0R8pnWKdSfso7R39f8AgH1F+zYc/BPwqf8AYux/5OTV8rxP/wAjGr8vyR7OUf7rD5/mz3OvBPSCgAoAKACgAoAKACgAoAKACgAoA47xh488MeBbH7b4hvVhLgmKBPmnlI7Ig5P1OFHciqjFy2EfLd94z+KPxwu5dG8GWj6N4f3bJptxQFT/AM95wMnI/wCWcY6HncOa3UYw1Yj2z4efBDwr4FEV/cINX1lcH7VOo2xt/wBMY+Qv+8SW9x0rOdVsdj2mshhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfJ37RXiW81a+0f4X6DmW71CaOW5RT1LttgjP45ds9MKa3oxt7zEz6M8IeGrPwh4a07w5ZYMdjCEZgMb5D80jn3ZiT+NZSld3A6WpGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHyB8fNIvPB/i/Qvipoa7X86OO5xwDNEMpu9pIwUPsvvXRSd04sln1Xomr2ev6RY61p777W/hSeM99rjOD7joR2NYNWdijUpAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAMkjjmjaKVQ8bgqysAQwPBBB4II7UAfKfxA+B+paJqH/Ca/CeV7G9t2MrWMJ2kH+I256YPeI8EZA4wtbwq30kKx1Pwu+Olj4okTw54tVdJ8QIfKBYbIrhxxgZ+5Jngoep+7ydomdK2qBM+hqyGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//9X9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPL/jD8QoPhp4F1DxDlTfuPs1hG3O+6kB2cdwgBdh3CkV6uTZc8ZiY0um79P60OLH4r2FJz69PU+VD8Lrnwd+zl4x8TeI0Z/E/ieK3urppcmSKI3UUiRsTzuYnfJ33EA/dr6xZqsRm1GjS+CF0vWz1/Rf8E8V4N08FOpP4pW/NH0D+zHJv+CXhod0N6p/8DJj/AFr57ilf8KNT5f8ApKPUyj/dY/P82e9V8+emFABQAUAFABQAUAFABQAUAVru8tNPtpb2+njtraBS8ksrBERR3ZjgAUJAfLvjP9oK4v7z/hGvhZZSanfzMY1vDGXGf+mEWMtj+84AHoRzW8aXWQrkXg/4AahrN9/wk/xXvpb+9nIc2QlLE+gmlB6D+5HwP72OKJVbaRCx9S2NhY6XaRWGm28dpawLtjhhUIij0CjAFYNjLdABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAZet6xZaBpF7reov5drYQvNIe+EGcD1J6AdzTSu7AfKXwK0i98ceNdb+K2vJuKTOlqDyBNIMELntFEQg/3h3Fb1XZcqJR9g1zlBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAcl468LW/jPwpqfh2fAa7hPkuf4Jl+aNvwYDPqMiqjKzuI8H/Zs8U3AtNU+HurZjvdGleWCN/vCMvtmjx/sSc/8AAvata0ftIEfUtYDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8T+KPwW0Tx9G+p2OzTdfVfluVHyTYHCzgdfQOPmHuBitYVGhNHlHg34u+Jvhzqi+B/ixBN5MOFhvWBeSNOiksM+dF6MMsOnPQXKmpK8RXPrqzvLTUbWG+sJ0uba4UPHLEwZHU9CCOCK52iizQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8U8W/DHUfHHxN0HX/EFxBL4T8N2/nW1gCxeW/Z8lpVI2lAAp+8c7cYwWr3MHmkMNg6lKkn7Sb1fl5eZ51fByq14zm/dXTzJf2hF3fBrxYP+naM/lNGaXDj/wCFCl6/owzX/dp/11Oe/ZZff8GNGX/nncXi/wDkw5/rXRxWv+FCfovyRnkz/wBmj8/zPoevnD1QoAKACgAoAKACgAoAKAPHviF8avCngMSWQkGqawuQLOBh8h/6bPyE+nLe2Oa0hTchXPCbPwv8VPjtdRap4ouW0Tw3uDwx7SqFexhhJBc4/wCWkhxzwT0rXmjDYR9Q+DPh74W8B2f2Xw/ZhJXAE11Jh55cf339P9kYUdhWEpN7jO2qRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8qftHeKLq8fSvhnoeZb3VZY5biNOpBfbBEf8Aef5iO21T0Nb0Y/aYmfQPgrwva+DPC+m+HLXBFnEBI448yVvmkf8A4ExJHoMCspO7uB1VSMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+NPirbT/AAu+LWkfEbToz9g1R91yi9C4AS4T0y6EMM/xZPauiHvR5SWfYlrcwXttDeWsglguEWWN15DI4yrD2IOa5yiegAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOQ8Z+B/DvjvSzpev2wkC5MMyfLNCx/ijft7g5B7g1UZNaoR8oK/xC/Z11bZIG1rwjdS8YyIyT6fe8mXHblW98cb+7NeYtj6y8H+NfD3jnSl1bw/ciZBgSxNxLCx/hkTsfQ9D2JFYSi07Mo6ypAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//1/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPH/j6Afg74tz/wA+Y/8ARiV7PD3+/wBL1/Q4M0/3aZyP7Khz8HNN9ru7/wDRprs4t/5GEvRfkYZL/uy9We96brWkawbtdJv7e+NjO1tcCCRZPKmTBaN9pO1hkZB5r5+rQqU7e0i1fVX6o9OFSMr8rvY06yLCgAoAKACgAoA53xN4s8PeD9PbU/EV9HZQDIQMcvIR/DGgyzH2A+vFOKb0Qj5U1j4pfET4tX8vhz4ZWE2nadnbNdZ2y7D3lmHywg/3VJY9ieldChGOshXPTvh78AfDnhQx6p4hK67rA+fdIubeJuvyI33iD/E/1AU1nOq3oh2Pf6yGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBnatqlnommXmr6hJ5VrYwvPK3oqDJx6n0Hc00r6AfJfwT0u8+IPj/AFr4qa5HmO3mZbVW5AmdcKq+ohiwPqVPUVvVfKuVEo+xa5ygoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA82+LPg4eN/BGo6VEm++gX7VZ+vnxAkKP98ZT/gVXTlZ3Ezz79nHxidc8JSeGrx833h9hGob7zWzkmP8A74IZPYBfWrrRs7gj6KrEYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBUvrGy1OzmsNRt47q1uFKSxSqGRlPUEHg0JgfInjD4T+KfhlqreOPhVPM1rFlp7IZeSNOrLtOfOi9QfmXrzjcOiNRSVpE2PXvhf8ZtD+IESafdbdN15F+e1Y/LLgctAx6juVPzD3AzWc6biNM9orMYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf//Q/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA4v4heNbP4eeEdR8XX1rNeQ6eE/cwY3M0jrGoyeFGWGSeg9Twe7LsDLF140IuzZz4rEKjTdRq9j8/vE37XfxJ1ZpI9AgsvD8BzsKR/aJwPd5sofwjFfoWF4OwcLOq3J/cvw/zPmK2eV5fBZf1/XQ85h+K3xy16Umw8Qa3dyOfu2fmfosIAH4CvTllOW0l71OK9f8AgnIsbipvSTOn/sP9p3xlYy6VdweJbuxu12yQ3zyQxSLnOGFwUBGRnmuX2+TYeSnFwTXaz/I29ljqi5WpW87/AKne+GvgH+0U2kR+HTrg8NaMrMzWv29gvznLZS13hsnszYrz8VxBlPtPa8nPLvy/5nTSyzGcvJzcq9f8j7D+EXwusPhR4WOg2101/dXMxubu5ZdgklKhcKuTtVQoABJPU98D4zOM1ljq3tZKyWiR72Bwaw9PkTuz1SvJO0KACgAoAjlljgjeaZ1jjjBZnYgKoHJJJ4AFAHzV48/aGsbKc6D8Prf+3dVlbyluApeBXPGI1X5pm9MYX0LdK2jS6yFc5rwz8D/FPjbUF8VfFvUZy0mGFkH/AHxXqFYj5Yk/2EGf901UqqWkRWPqrR9F0nw/YRaXotnFY2cP3YoV2jPcnuSe5PJ7msG77lGpSAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+b/j98Std+G2o+Bb7TrryNMutScanHsVvOt08vcuWBI+VmIxjnB7V9Nw9llPFwrxmryS08nqeRmmLnQlTcXpfX8D6OVldQ6EMrDII5BB9K+ZPWHUDCgAoAKAPln9pDxXcPBpnw50bMt9rMkclxGn3im/bDH/wOTn/gI9a3ox+0xM928B+FLbwV4U03w7b4ZraIGeQf8tJn+aRvxYnHoMDtWUpXdwOwqRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfFuvA/Bz45Qa5GPJ0HxES0uOEWOdgJx/wBs5MSYHQYFdC96FiT7RBBAI5B6YrnKFoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPnT4ofAq08RSv4l8GMuk6/G3nFEPlxTuDncCP9XJnkMOCeuCd1bQq20Ymjnvh78cr7TL/AP4Qv4rRvYahbsIVvpl2c9hcDoM9pB8pHJ/vFzp31iFz6qR0kRZI2Do4DKwOQQehB71gMdQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgCOWKOaNoZkWSNwVZWAIIPUEHgimm1qhNX0ZRh0bR7cg2+n20RHTZEi/wAhWkq1R7yf3kqnFbI0QABgDpWRYtABQAUAFABQAUAeZePvix4T+H8LR6jcfatSK5jsbchpTnoX7Ip9W59AelXCm5CufOKxfFj4/Th5T/YPhTfkD5lhIB7Dhrhh68ICP4TW3uw9Rbn0p4E+FnhP4fwA6TbefqDLiW+nw0zZ6hT0Rf8AZXHvk81jKbluOx6PUDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+Pv2ubeOTTvBMsqLJGusGNlYZBDqCQR3B219lwfJqdZL+U8DPV7tNvufX6IkaqiKEVRhQOAAOgAr45u+rPeHUhhQAUAUtS1C00nT7rVL+QQ2tlE80rnoqICzH8hTSuB8ifBzT7v4k/EnWPihrMZNtZSn7KjcgTMNsSDsfJi/Uqa3qPljyolH2RXOUFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAeK/HnwZ/wAJZ4Fubi2j36homb2DH3mRR++QfVOcdyorSlKzEx3wI8Zf8Jb4EtobmTfqGi4sp8n5mVR+6c/7yYBPdlNFWNmCPaKzGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB5x8Qvhj4c+Ilh5Opx/Z7+FSLe9iA82PuAem9M9VP4EHmrhNxFY+bdF8W+PPgJqsfhrxjA+p+GpGIt5UJYKvdrd26Y/iibGO2M5Ozipq63FsfYGgeIdG8UaZDrGhXaXlnOOHQ8g91YHlWHcEAiudprRjNmkMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//S/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMjW9e0bw3p8mq67exWNpF1klbGT2CjqzHsoBJ7U0r6IR8qeI/jX4w8f6g3hb4S6dPGr/ACvebR5xXpuBPyQp/tMc+m08VvGmo6yC513gL9nnS9LmXXPHUw13VnbzGhYlrdHPJLluZmz1LYX/AGT1qZ1XsgsfSKIkaLHGoREAVVUYAA4AAHQViMfQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8n/tbxf8Ul4WuP8Ann4ggX/vqGU/+y19dwe/39Vf3X+aPDz1fuovzPrCvkT3AoAKACgD5f8A2kfF08Wnaf8AD/SCZL/W3SSdE5Ywh8Rp9ZJB/wCOkd63ox+0xM9q+HnhGDwP4R07w/GFM0Me+5df453+aRs9xngewFZTld3A7apGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAIQGBVhkHgg0AfF3h4n4OfHG50CQ+VoXiIhIs8KI52JgP/bOTMZJ7ZNdL9+FyT7SrmKCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMjXdB0jxLpk2j65aR3tnOMNHIO/ZlPVWHZgQR2pptaoR8f674M8dfAnVZfFXgi4k1Hw65zcQuC21P7twi4yB/DKuCO+3PPQpKas9xH0b8O/il4d+Itjv0+T7LqUK5uLGVh5ierKeN6Z/iH4gHisZwcR3PSqgYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/9P9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAEJABJ4AoA+eviD+0DoHhppNJ8LKuvaxnZmM5ton6YZl5kOf4U+hYHitYUm9WK553onwk8ffFLUI/E3xS1Ceysj80Vpws2w87Uj+7Av1BY9x3q3UjHSIrH1X4d8MaD4T05NL8PWMdjbLyQg+Zz/AHnY5Zm92JNYOTe4zfpDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlLV/wBn3x+t7c6h4Y+LOtWhnleUQXDzMPmJOC8cyg4/6519bR4iwvKo1sLF27W/y/U8SeV1rtwrP8f8zDb4Y/tS6eP+Jb8RrS7VegnkkLH/AL+W8g/M1v8A2pks/jw7Xp/w6M/qePjtV/r7iu3hr9saH5Y/FFhKB3H2U/8AodsDVfWsge9J/j/mL2WZL7a/D/IltfCf7X99KIr3xfp9jEfvOwt+B7CK2Jz+X1FKWLyGKvGi39/6yHGjmMt5pfd/kfVfhTS9W0Xw9YaXrmqya5qNvHie+kQRtM5YtnavAAztHfAGcnNfJ4urCpVlOnHlT2XY9mhCUYKM3d9zwH9rCLzPh/orf88vENm35xTL/WvoeEXbFT/wv80eXni/cx9V+TPp+vlT2goAKAKt9e2um2VzqN7IIba0ieaWRuiogLMT9AKEgPj74TWV18UPilq3xL1aM/YdNl3WqPyBIRtgQdv3UY3HH8WD3roqe7HlJR9l1zlBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfOn7R/g4634Ti8TWSZvvD7F2K/eNtIQH6f3Dtf2Ab1rajKzsJnonwo8Yjxv4I07V5XD3sS/Zrwd/PiADE/74w//AAKoqRs7Aj0eoGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUANZVdSjgMrDBBGQQeooA+WfiJ8C7qzvv8AhM/hbI2nanbt5zWULbAW7tbnop9Yz8pHAx0O8KvSQrGx8Mfjtb63Onhfxyo0nX428kSyDy4p3BxtYHHly542ngnpg4WlOlbVAmfSFYjCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA4Txt8R/CvgG08/XbsfaHXdDaRYeeT/dTsP8AabC++aqMHLYR8w3GvfFb49XMlhoMB0PwxuKSvuZYmXuJZcBpW/2EGOmR3re0Yb7i3Pfvh98G/CfgFI7qKL+0tXA+a+uFBZT38pORGPplvVjWU6jkOx63WYwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8q+MPgHUPiN4Wt9C025htZ4NRtbzfcbtmyFjvA2gnO0nHGCeCR1HrZNmEcJXdWaurNaeZw5hhZV6ahF9bnqteSdwUAFAHzL+0j4wlsdFs/A+lkvf68ytMict5CthVAHOZJAAPUKw71tRjrdiZ698NfB0Xgbwdp2ggD7SqeddsP47iTlznuBwoPoBWc5XdwO8qRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAV7q1t722ms7uMS29zG0UqNyGRxtYH2IOKAPjz4T3Vx8MPivrHw31KQ/YdTk22zv0LqC9u/pmSM7Tj+LA7V0VFzRUiUfZdc5QUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHjnxO+Dmg/EKB72ILp2uouI7tBxJjosyj7w7BvvL2yOK0hUcRWPGfCXxT8WfCrVU8E/FK3mlsY8LBecyPHH0DK3/AC2i/wDHl6dto0lBSV4hc+vNP1Cx1ayh1HTLiO7tLlQ8csTBlZT3BFYNDLtIAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgCjqOpafpFnLqOqXUVnaQDdJNMwRFHuTj8PWmlcD5Y8W/HzWPEV//AMIt8JbCW7upiUF6Yyzkd2hiI+UD+/J0/ujrW0aSWshXL/gn9nszXf8AwkfxPu31fUpm81rTzGdN3/TaXOZD/sjC+7CiVXpELH0/bW1tZW8dpZwpbwQqFjjjUKiKOgVRgAewrC4yegAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAK93dW9jaz3t3IIbe2jaWV26KiDczH2AGaAPjn4ZWtx8WPi1qfxD1OMnTdIkD2yP0Dj5bZPTKKPMbH8eD3ron7seVEo+zq5ygoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+WP2kvC9wltpXxD0jMV7o8qQzyJ95UL7oZP+AScf8AAh6VvRl9liZ734H8UW/jLwrpniK3wDeRAyoP4Jl+WRPwYHHqMGspRs7AdZUjCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5bxb4N8P8AjfSn0jxBai4iOTHIOJYX/vxv1U/oehBHFVGTTugPkqa1+IX7O2rG5tGbWvCN1KNwORGc9nAz5MuOAwyrcdcYG/uzXmTsfVngrx34d8e6WNS0G53lABPbvgTQsf4XX+RGQex61hKLjuM7KpGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//W/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPD/iH8dPC3gnzdOsCNZ1lcr9nhYeXE3/TWQZAI/urluxx1rWFJsVzxzTvAPxO+NV7Drnjy8k0fQ92+G32lDtP/ADwgP3cj/lpJkkf3hWjlGGiEfU/hLwR4a8EWAsPDtilsGA82U/NNKR3kkPJ+nQdgKwlNvcZ1lSMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPmz9o/xnJpXh238H6cxN/r7fvFTlhbKeRgc5kfCj1AYVtRjd3Ez1D4XeDU8C+DLDRWUC8dftF4w/iuJACwz32jCA+iioqSu7geh1AwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+ff2mfEWueGPhk+p+H9Qn029/tC1QTW7lH25LFcjnB2jI6EcHgkV9FwvhqdbGclWN1Z7nlZxVnChzQdndHsPhLxBbeK/DGkeJLQgxapaRXAA/hLqCyn3VsqfcV42Mw7oVp0ZfZbR30KqqU4zXU6GuY2CgAoAKAMrXNHs/EGj32iagu+2v4XgkHcBxjI9x1B7GmnZ3A+VvgDrF54R8W698K9bbbIs0kttngGaHiQLntJGA49lz3reqrrmQkfX1c4woAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5V+GHxl8d+KfiRrvhzV9F+06DFqN1ZQ3VpEc2LwFyi3JBPyyKhAZgMvwOOB9ZmuS4ahg4VoTtOydn1v29PyPEweYValeUJR0u/l6n1VXyZ7YUAV7q0tb62ls72FLi3nUpJFIoZHU8EMDkEGi4HyP41+D3iLwDqh8c/CaeZFgy8tihLyRr1YIDnzYz3Rskdt3bojUUtJE2PT/AIXfGvRvHaR6TqgTS/ECjBgJxHOR1MJPfuUPzDtuAJqJ02hpnuNZDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//X/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDlPFvjbw14IsP7Q8RXyWysD5UQ+aWUjtGg5P16DuRVRg3sI+V9S8f8AxO+NN7LoXgGyk0jRM7JrjdsO0/8APecfdyP+WceSRkfMK3UIw1kI9i+HfwK8L+CvK1HUANZ1lMMJ5lHlRN/0yjOQCP7zZbuNvSs51Wx2PcayGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBDcTw2sEtzcOsUMKNJI7HCqqjJJPoBQB8a/D6Cb4vfGHUPHd/GW0jRHV7ZHHAKkrapj1GDK3+0PeumfuxsSfaFcxQUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHzR+1khf4Q3DY+5qFqx/76I/rX0/CD/29ejPHztf7P8ANHVfs/6Bd6B8NtMje9W70/UI4tRsI8Hdbx3cKSyQsT12zNIR7HmuTiLERq4yTUbNXT87Nq/3WN8rpOFBXej1Xz/4J7bXhnohQAUAFABQB8iftA6LeeFvE2hfFPQ12TRTRxXJHTzYvmiLY6h0BRvZQO9dFJ3TiyWfUmga1Z+I9FsNd09t1tqECTJ6gMMlT7qcg+4rBqzsUa9IAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMDWfFfhfw2Y18Q63YaSZQTGLy5igLgdSvmMufwrooYStW/hQcvRNmVSvTh8ckvVnH3Hxp+E1tnzPGOlNj/nncLJ/wCgZrsjkmOe1GX3HO8ww6+2jMf4/wDwcj+94ttDj+6srfyQ1quHse/+XT/Al5phv5/zOr8KfEjwL43llt/Cuu2upTwLveGNisoXON2xwrbckAkDArkxeWYnDJOvBpG1DF0aulOVzt64TpCgD49+G858HftL+P8AwjKfLt/Eif2lD6PLxcDH0WWX8Vr7LM4/WMnoV1vDT5bfojwcI/ZY6pTf2tf1/Vn2FXxp7wUAFABQB8/fFH4G6d4teTxB4YK6V4hQ+YSvyRXDjnLbfuSZ6OOp+8D1GsKltHsKxxvgH426t4c1H/hCPi1FJaXduwiS/lGGX+75+OGU9pV4I5ORlqqVK+sQufV8UsU8STQOskUihkdSCrKeQQRwQR0IrAZJQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//Q/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAgubm3s4JLq7mS3ghUvJJIwVFUdSzHAAHrQB8w+Nv2hfNuv+Ec+GNm2r6lM3lrd+Wzpu/wCmMWMyH3OF9mFbxpdZCuZ3hP4Caz4jvx4o+LV/NdXMxDmyEm5yOyyyKcKo7JH0H8Q6USqpaRFY+qNN0zT9HsotO0q1is7SAbY4oVCIo9gP19axbuUXqQBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHzn+0b40bQ/C0Xhawc/2h4gJRwv3ltlI39P75wg9Ru9K2oxu7iZ6F8JvBa+BfBVjpUqBb+cfar09/PkAyv/AAAAJ+Ge9RUld3BHpVQMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5/wD2oLYz/BbX5BybeSzk/wDJqNP/AGavoeFZWzGmu9/yZ5ecK+Fl8vzN74AXv2/4O+Ep852WjQf9+JXi/wDZa5+IYcuPqrz/ADVzTK5Xw0GexV4x6AUAFABQAUAct418M23jHwvqfhy5wBewlY3P8Eq/NG//AAFwD7jiqjKzuI+fv2bfE9zbpq/w41jMV7pMsk0Eb9VXfsnj/wCASfN/wI+la1l9pAj6qrAYUAFABQAUAFABQAUAFABQAUAFABQAUAFAHnXjn4U+A/iM0M3i3SlvLm2Ty4rhJJIpUXJOA0bLkZJIDZGSeK9LAZvicJdUJ2T6bo5MRgqNbWotThdB/Zm+EeiJcpLpL6sLhw6m/k8wxADG1CgT5e/OTnvXfiOKMdUtafLbt/TOank+Hje6v6m4f2fvg4evhK0/B5h/J6w/1izD/n6/wNP7Lw38n5lvw78Evhv4S8SW3irw1pLabf20ckQ8qeZo2Eo2ksjswyBnGMD8cYjE55i69F0K07p+SKpZdQpzVSmrM9YryDuCgD43/aARvA/xU+HvxYiGy2jnGn3zjjEYYk592hklH0WvtOHn9ZwWIwL3tdf16pHgZp+6xFPEfJ/16XPscEEZByD0NfFnvi0AFABQAUAcB4++HHhz4h6d9k1iHy7qJT9mvIwPOhPsf4lJ6qeD7HBFxm47CPmLTPEPj79n3VY9D8SQvq/hadyIXQkrjqWgY/ccdWiY4PbGd1bNKeq3FsfXvhvxPofi3S4tY0C7S7tZeMrwyN3R1PKsO4P8q53FrRjN+kMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPJfiD8Y/CfgFJLWaX+0dXA+Wxt2G5T281+RGPrlu4U1pCm2K54Bb6H8Vvj1cR32uTHQ/C+4PGm1liZexjiyGlb/AG3O3rg9q1bjDbcW59O+Cfhv4V8A2nk6FaD7S67ZbybDzyfV8DA/2VAHtmsJTctxneVIwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAjlljgieaZxHHGpZ2Y4CqBkkn0AoA+MvBUUnxj+M174xu0L6JoLK8CsONsZItUwehZgZWHqCO9dMvcjYk+0a5igoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDyP48WJ1H4QeLrdRuKWJn/CBlmP5bK9jIKnJj6T87ffocGZx5sNNeX5HEfsoah9t+D9lbZz/AGde3dv9Nz+dj/yJXdxdT5ce33Sf6foc+STvh0uzf+Z9J18yeuFABQAUAFABQB8bfF60ufhp8UtG+Jelxn7JqEgNyidDIg2TJ6DzIjkZ/iye1dFP3o8rJZ9gWd3bahaW9/ZyCW3uo1midejI4DKw+oNc5RZoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPK/jT4HPxB+HOsaDBH5l+ifarH1+0wfMij3cZjz6NXrZJj/AKri4VXts/R/5b/I4sww3tqMoLfdepW+Bfi0+MfhhoWoTMWvbOL+z7sN94TWv7slvdlCuf8Aeqs+wf1fGTgtnqvR/wBWJy2v7ShF9Vp9x67XjneFABQAUAFAGZrGjaXr+nT6TrNrHe2VwNskUgyD6EdwR2I5B5FNO2qEfH/iPwB41+Ceqy+MPh7cyXuiZzc27guUjBztnQffQdpBhl746noU1NWkFj6A+G/xY8PfEW0CWzCy1eJcz2MjfMMdWjPG9PccjuBxnGdNxC56nUDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/S/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAwfEXifQfCenPqniC+jsbZeAXPzOf7qKMs7eygmmot6IR8qa58XPHvxR1CTwz8LNPnsrQ/LLd8LNsPG55PuwL9CWPY9q3VNR1kK56F8Pv2fdA8OOmr+KmXXtYJ3kOCbaNzzkK3Mhz/E/wBdoPNROq3oh2PoYAAADgDpishi0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB89/tE+Nj4d8Ijw9ZSbdQ8QEwkL1W2XHmn/AIFkJ7gt6VrRjd3Ezs/g/wCCh4H8E2VhPHs1G8/0u99RLIBhD/uLhfqCe9TUldgj1GoGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAZWu6VDr2ialodycQ6nazWkh64WZDGePoa1w9Z0qkai3TT+4zq01ODg+uh8sfs+eBfjH8NNWvvDGt6bYp4UlnluZbszK8ry+WERrcI+QG2ruEkYOO4PFfWcRY/AYyEa1OT9pa1rdL9dPyZ42V4bE0JOnJLl/rY+vK+OPdCgAoAKACgAoA88+KXg9fHHgrUdGRA14i/aLM9xcRZKgem4ZQn0Y1cJWdxHmf7N3jFtY8Lz+Fb5j9u0B9qBvvG3kJK9efkbcp9BtFXWjZ3BH0fWIwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOd8PeE/D/AIV/tL+wLMWQ1e8kv7oKzFXuJQA7gMSFzgfKuB6CunEYurX5fau/KrL0RjSoQp35Fa7udFXMbBQAUAFABQAUAIQCCDyDQB8w/Ej4FO92fF/w0c6XrEDecbSJvKV3HO6BhgRv/s/dP+z32hV6SFYm+Gnx2W+uR4T+Iif2VrcLeSLiVfKjlccbZVOPLk/JSf7pwCTpdYhc+maxGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAGu6Ro0kjBEQEszHAAHJJNAHzd4+/aF0rSZW0TwNCNe1Z28sTKC1ujngBdvMrZ6BcL/tHpW0aT3YrnIeHfgr4x+IGor4p+LWozxq/wAyWe4eeV67SB8kCf7Kjd1yFPNU6iirRCx9V6HoGjeG9Pj0rQrKKxtIukcQxk+rHqzHuxJJ9awbb1YGvSGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAMd0jRpJGCIgJZicAAdSTQB8X+GEf4z/ABqufEk6mTQPD5V4Qw+UpExFuuP+mj5lIPYEV0S92FiT7TrnKCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4u8VK3we+N9r4mhBi0PxCWefH3QkzBblf+APiUD3AroXvQsSfZ6srqGUhlYZBHIIrnKHUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHkvxL+EXh/4iWzXDgWGtRriG9jXJOOiSjjev6jseoOkKjiJo8K8L/Ejxl8HdVj8F/Eq3lutJX5be6GZGjjBwGif/lrEP7p+ZenGNtaSgpaxEfX+l6rput2EGqaTcx3lncLujliO5WH9COhB5B4PNYNW3KNCkAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//U/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA858d/FLwn8P4D/a1z51+y5isYMNM2ehI6Iv8AtNj2yeKuMHLYVz5qaf4sfH6cxwL/AGD4U34JyywkA9zw1ww9BhAf7tbe7D1EfRvgH4TeE/h/EsmnQfa9TK4kvrgBpTnqEHSNfZecdSaxnUch2PTqgYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHgf7Qnjb/hGPBjaNZybdQ8QbrdcHlbcD9834ghP+BH0rWlG7uJnR/BfwT/whPgi0t7mPZqWo4vLzI+YO4G2M/wC4uAR/eye9KpK7BHrNZjCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxv45+DP8AhL/Al21tHv1DSM3ttgfMQg/eoO/zJnA7sBWlKVmJlT4B+M/+Eq8CwWdzJv1DQiLObJ5aMD9y/wCKfL7lSaKsbMEe31mMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDnPFHhTQfGWlSaP4gtFurd+VPR42xw8bdVYeo+hyMinGTWqEfIt7pHxA/Z51Z9U0aRtZ8J3MgMqtnZg8ASqM+VJ2EijB4zn7tdCcZ6PcWx9SeBfiF4c+IOm/btEnxNGB9otZMCaFj2Ze4PZhwfrkDCUHHcZ3NSMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDM1fWtK0Cwl1TWryKxtIR80srBV9gPUnsBye1NJvYD5V8TfHHxR411BvCvwj06dnlypvSn74r0LIrfLEn+25z/umt40ktZE3Oj8Cfs82VpONf+IVx/bmqSt5rW5YvCrnnMrN80reucL6hutTOr0iOx9LRRRQRJDAixxxgKqIAFUDgAAcACsRklABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAIzBQWY4A5JPAwKAPizR1Pxq+Nk2ryAzeHvDxVowfuNFCx8lf+2smXIP8OR2rpfuQt1JPtSuYoKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgBOvB6GgD4u0n/izfxzl0pv3OgeIyFjzwix3DZiPp+6lBTJ6Lk966X70Lkn2lXMUFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAQzwQXUMltcxLNDMpSSORQysp4IIPBBHUGgD5M8dfBfXPCGpf8Jx8JZpYJrcmSSwiJLoOreTnO9D3ibPtnhR0RqJ6SJsd/8AC3436V408vQ9eCaX4hX5PLb5YrhhwfL3dG9Yzz6E84ipTa1Ww0z3qshhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPAfiF8fvDnhQyaX4fC67rAyu2Ns28TdPndfvEf3U+hKmtYUm9WK55ho/wALviL8W7+LxH8TL+bTdNzuhtcbZdh7RQn5Ygf7zAse4PWrc4x0iKx9VeGfCXh7wfp66Z4dsY7KHjeVGXkYfxSOcsx+p47cVhKTe4zo6QwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8L+P8A42/4RTwVJptpJs1HXt1rFg8rDj98/wD3yQv1YHtWtKN2Jmn8EPBP/CGeCLX7VHs1LVsXl1kYZd4/dxn/AHFxkdmLUqkrsEew1mMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+ev2jPBv9v8Ag5fEFpHuvvD7GYkdWtnwJR/wHAf2APrWtGVnYTO4+EXjIeN/A+n6lNJvv7YfZLznnzogBuP++pD/AI1NSPK7Aj02oGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHg/wAUvghpPjbzNa0MppfiFfm80fLFcMOnmhejekg59QeMawqtaMTR554G+M+u+DdT/wCEH+LUMsMkBEcd/ICZEHRfNIz5iHtIuT67uSLlTT1iFz61t7iC7gjurWVJ4JlDxyRkMrKRkFWGQQR0IrnGTUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHz58T/wBonwr8PNSPh2ytJfEXiAEB7O1YKkbN0WSTDYc54VVY+uOM/RZVw3XxcPayfJDu/wBEeVjM1p0ZciV5Hn9t+1i+nTRr448A6poNtKQBMrGTr32TRwZ/BjXoy4R50/q1eMn/AF2bOZZ3yv8Ae02v69EfU3hrxNofi/RbXxB4dvEvtPu1JjlTI5BwVZTgqyngggEGvlMVhalCo6VVWaPZo1oVIqcHdG7XOahQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/1/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDivGfxB8LeA7P7V4gvRHI6kxW0eHnlx/cT0/2jhR3NVGLewj5dvPFXxU+Ot1LpXhW2bRPDe4pNLuKoV7+dMAC5x1jjHfkHrW/LGG4j3X4efBXwp4DEd60Y1XWFwTeTqMIf8ApjHyE+uS3vjisp1HIdj2KsxhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAITjk0AfFdqP+F2/G5rlv33hzw7gjujwwN8o9D50vPqU+ldPwQ8yep9q1zFBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBDcQQ3cEtrcoJYZ0aORGGQysMEEehFAHzP8H/Bni7wB8QPEmhyWcp8MzoZIbp/uMUceQVPd9jMHA7jnoK2qSUop9RI+nqxGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBxHjn4feHfiBphsNcg/exg/Z7qPAmhY91b0PdTwfrgiozcdhWPlm01T4g/s8asum6sjaz4TuZD5bLny+eSYic+VJ3MZ4bnGfvVu0p7bi2Prnwt4t0HxnpUeseH7tbm3bh16SRN3SReqsP16jIwawlFp2ZR0lSAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHkvxs+IX/Ctfh/qGu27AalPi008HB/0iUHDYPUIoZ8d9uO9evkeXfXMVGk/hWr9F/nscOY4r2FFyW+yPM/2a/hVBoHh+L4g+IovtXibxEpulmn+d4IJfmXBbJ3yg73brghexz6nE+bOrVeFpO0I6adWv0WyOPKMEoQ9tP4n/AF+J9L6pb6bd6ddW+rxRTWEkTC4SdQ0Zjx828NkYx1zXzFKU4zTpvXpY9eai4tS2Plf9kBJf+EO8STQb10uTWpPsaNngCJN3X2KA+4r6zjJr6xTT+Ll1+9ni5En7OT6XPrevjz3TH1vxDoXhqzOoeINStdLtc7fNupViUt6AsRk+w5rahh6laXJSi5Py1M6lWEFebsih4d8aeEvFolPhnW7LVjBgyLbTJIyA9Cyg5APYkc1picFXoW9tBxv3RNLEU6n8OSZ09cpsFABQAUAFABQAUAFABQAUAFABQAUAFABQBl2Ot6Nqc9xa6bqNreT2h2zxwTJI8R9HVSSp+ta1KFSCTnFpPbQzjUhK6i72NSsjQKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//Q/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgCpfX9lplpLf6jcR2lrAu6SWZgiKPUscAUJAfLfjH9oC/1e+/4Rj4UWMt/ezkot6YixJ9YYiOg/vuMD+7jmt40rayFck8Gfs+3OoXn/AAk3xUvZNSv5iJGsxKX5/wCm8uctj+6hwP7xHFEqvSIWPqKzs7TT7WKysII7W2gXbHFEoRFUdlVcACsGxlmgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxT48eNv+EQ8ET2trJs1LW91pBg/MqEfvpB/uqcA9mYGtKUbsTF+BPgn/hD/AARBcXUezUta23dxkfMqEfuYz/uqckdmYiirK7BHtVZjCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgChqel6drVhPpmq20d5Z3K7JIpV3Kw/wAR1B6g8jmmnbYD4a8d6Q/wH8Uxa14I8SW0a3TANpk86G4CHkJJCSDLEezY3D6/NXo0MLWrU3NQbS620OeeIpwkoykrnoX/AA1x4LsLC1bW9G1RL+Vf3iWqQyRBl67XeWNsfVc9uetdeW5DWxnM6Ulp3v8A5M58XmMMO0pp6+he039rz4U3six3cWq6aD1e4tkZR/35kkb9K7qvB2OirxcX6P8AzSOaGeYdvW6PdPCvj/wZ42iM3hXW7XU9o3NHG+JVHq0TYkUfVRXgYvL8RhnavBr8vv2PRoYqlV/hyudhXGdAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHw18dHk+Jvxw8IfCe3YtY6eUmvlXjBmHnTZ91t0BU+rGvvMhSweXVcc93t8tF+P5HzeZP2+Khh1st/1/A+4o444o1iiUJHGAqqowAAMAADoK+Ebu7s+kStsfNv7SHjq60vw/bfDvw0DceJfGbCzihjPzpbSNskY+nmE+WM8YLHPy19NwzgIzqvF1tIU9fn/wN/uPIzbEuMFRh8Uvy/rQ9c+G3gq1+H3grSPClsQ7WUOZ5V/5aTud8r+uC5OM9Bgdq8fM8dLFYidd9dvTod2Ew6o0lTXQzvHfxc8BfDeWC18Wamba6uozLDbxwySyOgO3d8ikAZBALEZrTAZPisWm6EbpdbojE46jQdqj1PzP+I3i7xN8avHt3qGmWV9qVmkhh02yt43kaK3BwvyIGw743OeeTjOAK/UMswdHLsMozkk+rff/AIHQ+RxdeeJqtxTfZeR9Wfsz/A7xR4J1S48beLl/s64ntWtbaw3BpNsjKzPNtJA+6NqZJzycEAV8lxRn1HEQWGoapO7f+X+Z7WUZdUpS9rU08j7Or4k+gCgAoAKACgD87fH/AO1n4uj8X3Fv4IFpFoWnTmJDNF5rXgQ4Z2YkFUbHyhMHHU56fo+XcIUHh08Tfma+4+VxOd1Pafutl+J+hNlPJc2dvcTRGCSaNHaM8lGYAlT9DxX51OKjJpM+oi7pNlmpKCgAoAKACgAoAKAPkf8Aac+IutWI0r4W+DXkGt+JSonMJxIIZX8uOJSOhmfIJz90EdGr7DhbLacubG4j4Yfnu38jws4xclbD095f1+J518BfBL+DPj/rPhyxvGvI9D0bZfTjhHnkWAyIo/urKxC55+TNelxBjliMrhVkrc0tF5a/p+Zy5Zh/Z4yUE72Wv4fqfftfnp9OFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8X+Ifxv8ACvgUS2EDjV9ZXI+ywMNsbf8ATaTkL/ujLew61pCm2K54jY+Dfil8cbuLWPGV0+i+Ht2+GHaUBU/88YCcnI/5aSHoeNw4rVyjDRCPqXwd4C8L+BbL7H4eslhZwBLcP808uO7yHk/QYUdgKwlJvcZ2NSMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4rm/4vZ8bhCP33hzw9we6PDA3PsfOl49dn0rp+CHmSfafTpXMULQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAGbqusaTodo1/rV/b6dap96a5lSKMf8CcgVrSozqS5acW35akTqRgrydkeN6r+0p8GtKkaFvEQvJFOCLSCeUfg4TYfwavapcMZhNX9nb1aX63OCeb4aP2rmVbftUfBueQJLqtzbAnG+S0mI/wDHFY/pWsuE8wS0in80Qs6wz3f4Hqfhn4leAvGLLH4a8Q2V/MwyIFlCz49fJfbJ/wCO15OKyzFYfWtTaXfp9+x2UcZRq/BJM7iuE6QoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAIppobaGS4uJFhhhUvJI5CqqqMlmJ4AA5JNOMW3ZbibSV2fDfjv47+NPiT4gb4ffA6CYo5KS6lENssijhnR2wIIhn/WHDHjG3ofvMvyDD4Sl9azJ/L+t35HzmJzKrXn7HC/f/WyOi8FfsjaDBt1T4kanNruozHzJbeCR44Nx5IaXiWQ/wC1lPpXNjuMar9zCR5V3e/3bL8TbD5HBe9Wd3/Xz/I+g7D4S/DLTolhg8J6ZIEGFa4t0uHA9A8wdv1r5j+0cSm3GbV97aflY9Z4Wk0k4p276/mV9V+DXwq1mJor3whpahuC1vbrbP8A99wBG/Wt6WdY2m7xrS+bv+dzOeX4eSs4L8vyPnfxn+yXFZyf298J9ZuNJ1O2JlitZ5W27h0ENwuJIz6bt2T1YCvo8Fxe5L2WOgpRfVfqtmeViMkt7+HlZ/11G/DH9oXX9A10fDv42wPYahC4hj1GZRGVY8KLnHylW/hmXg8E5BL0814cpVaX1vLnddv8v8v+GDB5rOE/Y4rR9/8AP/M+1QQQCOQemK+HPoRaACgAoAKACgAoAKACgAoAKACgAoAZJIkMbyyMERAWZjwAAMkmmk3ohN2PiD9myN/HPxS8d/FS7UsjSNDa7/4ftUhYAe8cUap9Gr7riZrDYKhgo/P5f5tnzuUL2tepiH/Vz6s+IHjvRPhz4Yu/E2uP+7gG2GEEB55mB2RJ7tjk9gCTwDXyWXYCpi6yo0+v4Lue1isTGhTc5Hh/wR8C65r2t3Xxv+IqZ1zWQTpdqwOLO1YYVlU/dLJ8qDqEyTlnOPdz3H06VNZdhPgju+7/AK38/Q87LsNOcniq2728kfU1fKHtHmfxX8D2HjjwZq9idHtdV1dbOcaaZwqvHcMh8spKcFDuweoB/i4r1Mox8sNiIS53GN1e3b0OPHYZVaUly3dtDz74EfCDxN8MLCF7/XMwajb+dqGkeRGyx3rYCulyrZ+RBsIGVJyQelejn+c0cZJ8sNU9JXe3p66nLluBqUF70t915+p9G180esFABQAUAFAHAfFXW5PDnw38U6zC3lzW+mziJgcFZZEKRn8GYGvQymgquLpU3s2jlxtTkoTl5H5g/AfwI/j74k6Vp0se/T7Bxf3xxlfJgIIQ/wDXR9qfQk9q/U+IMf8AVcJKa+J6L1f+W58fl2G9tXUei1Z+vtfjh90FABQAUAFABQAUAFAHwB4O1Cz8W/tH+M/iDrL/APEp8GQ3lyrnlFS0H2WMgf7gaQe4z1r9CxtOVDKKOFp/FUsvv1f+R8vQmqmNnWltG7+7T/gnqv7Lul3eoad4p+J2qxlb3xjqcskZPP7mJ2JKn0Mjuv8AwAV5PFVWMJ0sHDamvx/4a33nbk0G4zry3kz6qr5M9sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//0v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5jxT4w8O+DNPOpeIr5LSI58tDzJIw/hjQfMx+gwO+BzVRi3sI+V9V+JXxI+MN9L4f8AhxYy6XpOds1zu2PtPeaccRgj+BMseRlulbKEY6yFc9W+HnwF8M+DzFqes7dc1lcN5kq/uIm6/u4znJB/ibJ7gLUTqt6Idj3mshhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFADHRZEaNxlXBUj1B4NAHEeB/h14a+H0F7B4eilX7fIJJXmfe5C52IDgfKuTjvyck1UpuW4juqkYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHyD8VP2lmsdUPgn4UWw13XpJPIN2iGaJJDxsgRf9a49fuD0bnH2OU8Mc0PrGOfLDe2339l+PoeDjc3tL2WHV33/y7nGaH+zP49+IF0niP4x+JbiKaXkWqOJ7lVPO3ecxQ+yorD6dK7q/FGFwq9jl9NW77L/N/OxhTyitWfPiZf5/8A920j9mf4N6TGqtoJ1GUdZby4mdj9VVlT8lrwK3FGYVH/Et6Jf8OelDKMNFfDf5mvdfs/fBy8jMcvhO1VTxmJ5oj/31G6n9axhxFmEXdVX+DLlleGf2DyHxZ+x74RvUa68GardaHeL80cc5+0QZHIAPEq8/xbmx6V7OE4yrx93ERUl9z/y/I4a+Q03rSlZnn9h8S/jP8ANUt9E+JtrL4g8OyMI4rouZTtHe3uWwWIHPlS4OBxtHNehUyvL80g6mDfLPt/mv1X4nLHF4nByUK6vH+tn+j/A+3PCXi/w/440SDxD4avFvbK44yOGRx96ORTyrr3B+oyCDXw2MwdXDVHSrKzR9FQrwqw56b0OmrlNgoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4m/aU8e614i1/T/gf4JLSXupPENR8s4LGTDRQEjooX95Kem3HONwr7nhjL6dKlLMsRstv1f6I+dzbEynNYWlu9/8AI+i/hV8LtD+FnhuLR9NRZr6YK9/elfnuJsc89Qi8hF7D1JJPzWbZrUxtZ1J7dF2X+fc9bBYOGHhyx36s9OryzsCgAoAKAPFvjV8H9L+Knh10REt/EFijNp92Rg7uvkyHqY3P/fJ+YdwfbyPOZ4KrfeD3X6rzPOzDARxENPiWx5X+zB8TNS1CC9+Fvi1nTWvDoZbbzs+Y0ETbHhbP8ULYA/2Tj+EmvW4qyuEHHG0Phnv69/n+fqceT4xtPD1N1/X4H17Xxx7oUAFABQAUAFABQAUAFABQAUAFAHk3xz8RHwx8KPFGpI+yaS0NpER133REAK+67y34V6+Q4b22OpQ6Xv8AdqcOZVeTDzfy+/Q84/Z0t9L+H/wNTxRrky2VteyXGqXUr/wxhvKj9zuSNSoHJLYHJr0+JJTxWZexpq7Vor8/1OTKlGjhfaT0Tu/0Oc8IaBqv7QPi+P4meNbZ7fwXpMjJoOlS9Lgq3M0q9CCQC3UMQF5VTu6cZiIZXQeDw7vVl8Uu3kv6892Y0KUsZU9vVXuLZH2F04HQV8Ye+LQAUAFABQB5L4g+Ovwm8MXElnqvii1NxESrx2wkumVh1VvIVwCO4PTvXr4bIcdWXNCk7een52OGrmWHg7Sn+v5HHN+1R8GgcDVblh6izm/qortXCeYfyr70Yf2zhu/4Cj9qj4NE4OrXI9zZz/0Wj/VPMP5F96D+2cN3/A9V8H/ELwn460KbxJ4dvvN022leGaaZHgCPGoZs+aF4CsDnp79a8nGZdXw1VUasfefz/I7aGKp1YOcHofN37R/xm8C3fw+1Lwh4e1e31nU9XeKI/Y3EscMccqyu7SLlDnZtABzk56A19Nw1kmJjio4irBxjG+/XSx5GbY+k6LpwldvseW/s9fFb4YfDDwzdrqq3s3iPVbgmcW1uZT5MfEKKcqMcsx56nnoMerxHlOMxtZcllCK0u+vU48rxtChB81+Zn0fB+0TYahj+xfAXjDUs9Gi00bD/AMCEh/lXzMuHJQ/iV6a/7e/4B6yzWMvhpyfyPXvB3iO+8U6S2p3+g33h2QTNGttqKqszKoBEm1ScKckc4OQeMYNePjMNGjPkjNS81sd2HrOpHmcXH1OrrkNwoAKACgAoAhnlW3glnf7sSM5+ijNOKu0hN21PyL8CavqN/oWv+DNGPmeIPiBqVhZAjOVt0aWSdiR0DMyBs/whvQ1+xZhRhGrTxFT4KSk/nol+vzsfC4apJwlSj8U2kfq54Y8P2PhTw7pnhvTRi10u2jt4yRgtsGCzf7THLH3Jr8kxWIlXqyrT3k7n21GkqcFCOyN6uc1OF8cfEjwf8PNNfUvE+opBtIVLePD3EjEZCpGOTn1OFHciu/AZZiMXPkoxv59PvObE4unRjeb/AMyh8NPip4X+Kul3WqeGxcRfYpRDPBdoqSoSMqSEZ1KsM4IY9D0rTM8prYKahWtrs1sThMbTxEXKHQ9JrzDrCgAoAKACgAoAKACgCpe39jpsP2jULqK0hJC75nWNcnoMsQM1cKcpu0VdkynGKvJ2LKsrqrowZWGQRyCD3FS0MdSGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//0/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAIpp4baGS4uJFhiiUs7uQqqo5JJPAA9TQB8y+Of2hreK5Ph74cWx1rVJm8pbkIzxBzxiFB80reh4XuNwreNLrIVzE8LfAnxF4u1AeKfi5qE00s2G+xCTMpHULI68Rr/sR9B3U8U5VUtIisfVOlaTpmh2MWmaPaRWVpAMJFCoVR78dSe5PJ71g9dyjRpAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHnPjb4seAPh8pXxPrMNvdbdy2keZrhs9P3SZZQexbA969LA5RisV/Bhdd9l95yYjHUaPxy17HzdrH7Zujic2/hfwpd6huOEa6mWBifaONZif++hX01Hgmpa9aql6K/4ux5NTP43tCFzI/4ay8exjz5vh6Rb9c7rheP94xkfpW3+qOGeixGvy/zM/wC3Ku7p/mdJoH7ZfhS7lWHxL4evdJJO0yW8iXSL7sCImA+ik1y4jgqvFXo1FL10/wAzaln9N6Ti1+P+R9NeEfH3g7x3aG88Kaxb6kqjLojbZox/txPh0/4EozXy+My/EYaXLXg1+X37Hr0MVTqq9OVzsK4zoCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD45/aP8Airq/26D4P+AfMm1zVtkV88B/eKs33LdCOjODuc8YQj+8cfacNZTT5Xj8V8Mdr+XX5dPM8DNsbK6w1Ld7/wCR6n8Fvgnovwr0lLiZI73xLdRj7Xe4zszyYYcjKoO54Lnk8YA8nO88qY2dlpBbL9X5/kduX5dHDxu9Zf1se514J6QUAFABQBka7oOj+JtKudE16zjv7C7XZLDKMgj1HcMOoYEEHkEGtsPXqUZqpSdmjOpSjUi4TV0fAWo2XiP9lP4jQ6lpzzaj4J119roxyXjB+aN+gE8QOUbjcPYsB+hU50c7wjhPSrH+vufXt9x8xKM8vrcy1g/6+9H6C6XqdhrWm2mr6XOtzZX0STwSp0eOQBlP5GvzurSlTm6c1ZrRn1FOalFSjsy/WZYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAUdT1C20jTbzVbxttvYwSXEp9EiUux/IVpSpuc1CO7diJzUYuT2R8P8A7K+kT+MfGfiz4ta4vm3RmeKBjyFnuiZJivpsTag/2XIr7riyssPh6WBp7W19Ft+OvyPncmpupVniJ/1c+7q+BPpQoAydX13RfD9qb3XNRt9Ot+cSXMqxKSBnALEZOOw5qKlSMFebsdWEwNfEz9nh4OT7JNlHw54v8MeLoJLjw1qttqaQkCTyXBZCem5fvLnHGQM9qmlXp1FenK5tmGU4vBSUcVTcW9rrf0Z0lannhQB8C/HS3/4VX8dfC3xN04eTa6q6y3YXjc0JEN0OP78Dr/wIk1+g5DL67ltXBz3jt89V+KPmMyX1fFwrx2f9P8D75BDAEHIPIIr8+PpxaACgAoAKACgAoAKACgAoAKACgD45/bL137J4M0Hw8jbX1PUGuGA7x2sZBH03Sqfwr7TgrD82InV7K33/APDHgZ/UtTjDu/y/4c808W/EX4c+I5PAfwvk8Q/Z/Amg2kD6vdRQ3H+kz26bEtwFj3kfLkuBt+fdncor08HluLoqvjFTvVk3yq60T67/ANW8zkr4qjP2dDm9xLXfW3Q+5/DHiXwdrGgxXvhTUbKfR7SNYlNs6iOBUGAjLx5e0Y+VgMCvg8VhsRTquNeLUn36/wCZ9HRrU5QvTascJ4m+P/wm8K747zxFBe3Cf8sLDN0xI7bosop/3mFd+F4ex1fWNNpeen56nNWzTD095X9NTwfWf20tGhuQnh/wrc3luDzJeXCW7EeyRrMP/Hvwr6CjwRUa/e1Un5K/6o82pxBG/uQv6s+vfCviG18WeG9K8TWUbxW+q2sdyiSY3IJFB2nHGR04r43F4aVCtKjLeLse7QqqpBTXU6Cuc1PgD4ufFH4i+PfHF38EPDVumlCTUmsmljkYSXEIUH96/wDDHt3O4UcrxyAQ36Fk+VYTDYZZlWfNpf0fl59EfL47GVq1V4WCtrY9Z074G/Bb4SeF31/xxFDqr2iBrm91AF0Zz/BFbgleTwq4Zj6mvIqZ9mOOreywztfZL9X/AEjujl2Fw9Pnq6+b/wAj59vPEuu/GHVpvC3wV8D6b4f0lCFlvY7O3imVDxvmuAm2EHqFjy5wcFulfRQw1PAQVbMa7lLtdtfJdfnoeXKrLEy9nhqaS9F+fQ9/+HH7KvgzwsItS8XsPE2qjDFJBizjbrxEeZPrISD/AHRXz2Z8WYiveFD3I/j9/T5feephMlpw96p7z/A3P2lbvwlpfwmvdD1S8OmNd7F061tAoaWWFg6p5YwPKHG88BRj+LaDhwxCvPHRqQV7bt9E/Pv2NM3dOOHcJO3b+ux+ekHw28YHwVdePbjw/cSaG8WILxJI41iZZEBlaI5keMgMgIAGTu3HGD+jSzOh9YWFVRc3VfLa+yfX8D5ZYSp7J1XHTuffH7JD28vwoBjRBLBqNzE7ADcfuOAT16MK/PeME1jteyPpsja+r/M+oK+WPZCgAoAKACgAoAKAKt7CbmzuLdes0ToP+BKRVQlaSZMldNH58fsb+FtNv/Euv+J7zDXuhQwwW0bD7jXfmB5PqFjKD2Y+1fovGmLnGjTox2ldv5W/zufL5DRjKpKo91+p+iNfnB9UfGX7THx1v/C0v/CAeDbo22qSRh9QvIziS3RxlIoz/DIyncW6qpGOTlftuF8hjXX1rEK8ei7+b8j5/N8ycH7Gk9erPnv4DfBaT4u6rf6x4jnuYtBsiVnnjYedcXLjIRXcMOAdznBPIH8WR9FxBnawEI06KXO+nRL+tjy8ty/6xJynsvzPu2y0P4d/s9eCNW1Wxhe1sYsT3Du5knuZfuRoC2AWJO1QMKMk8cmvgZ18XmuJhCTu9l2S6n0kadHB0nJbfmfOvws+P3xQ+JXxZstLggt4tAm817iyjiDCC2RTiRpyN+4HaM5CliBtGa+kzbh7B4PAym2+fSzvu/TY8rB5nXr4hRXw9vL1Pu6vgT6UKACgCKaaG2hkuLiRYYYVLvI5CqqqMlmJ4AA5JNOMW2kkJtJXZ5b4O+NXw98eeIrvwx4a1F7m+tEaQFomSOZEIDNEzfeAJHpkcjI5r1sbkeKw1JVq0bJ/h6nFQzGjWm6cHqer15B3HHePfG2j/D3wvfeKdaf9xariOIHDzTN9yJPdj+QyTwDXbl+BqYqtGjT3f4Luc+JxEaNN1JH5qeKP+Ev+KHh7W/jD481FrPSLST7JpFqudstxI2Fht0JwI4xlpH5LbSOTkr+m4X2GCqwwGFjeT1k+y7vzfRHyNb2leEsTVemy/wAkfe/7Pul6rpHwh8MWusu7XEkDzqshJKQzSNJCnPOBGy8dunavz/iKrCpj6sqe17fNKz/E+myuEo4aCkey14p6AnTk9BQB8geN/wBrLS9M1t/DvgLRH8S3KSeT9o3lYnkBxthRFZ5RnjPyg/w5GDX2WB4RnOn7XFT5F26/PseDiM7jGXJRjzHuPwt8VeOPFuj3N/438Lt4YnSULBGzHdKhXJYxv86YPHzdfwrwc1wmGoVFHDVeddfL59T0cFXq1It1Ycp6fXlnaFABQAUAFABQAUAFABQAUAFABQAUAf/U/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDy3x/wDF3wn8P42gvZ/tuqYyljbkGTnoZD0jH15x0Bq403IVz53j0/4sfH2dbjUJP7B8K7tyLhlhYA8FE4adv9piFBzgr0ra8Yeoj6Y8DfDHwp4AtgmjWvmXrriW9mw87+o3Ywq/7KgD1yeaxlNy3HY9CqBhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQA1mVVLMQqqMknoAPWgR8R/Ev4/eJfGGvH4cfA+KS7uZWMUupW4y7kcP9nY/Kka/xTN9VIGGP3WV8PUaFL63mTsuz/Xu/L/hj53GZnOpP2OF+/8Ay/zNzwB+ybodoV1r4m3kniDVZiZZLaOR1tw7cnfJxJK2eScqD3B61hmHF1SX7vBrliuvX/Jfia4XJIr3q7uz6m0Twz4d8NwC18P6VaaXCABttYUiz9doGT7nmvk6+Kq1nzVZNvzZ7NOjCCtCKRuVganKeI/A3g7xdE0PiXQ7LUtwxvmiUyD/AHZAA6/VSDXXhsfiKDvRm18/0MKuGpVP4kUz5M8cfst6h4euf+Es+DGq3NjqFoTIli8xV/pBccHpxskJz3btX1+A4rhVXsMwimn1t+a/y+48TE5NKD9phnZ9v8mdT8GP2h59d1JfAHxMh/srxPE/2eKeRPJW4lXgxSoceXNnoMBWPAAOAeTO+HFSh9awb5ob97ea7r8jbL815pexr6S/r8T61r5A9wKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDm/GHiS18H+FtX8T3oDQ6VayXG0nG9lHyID6u2FHua6cHhniK0KMftOxjiKyp05VH0PkH9lbwlc+JNY174yeJf8ASb+6upYbR3H/AC1k+a5lUHpwwjXHQbhX2XFmMVGnDL6OiSV/0X6/ceFktBzlLEz36fqfcVfCH0YUAFABQAUAFAHBfE3wNZfEXwXqfhe7CiS4jL2srf8ALK5QZifPXAbhsdVJHevQyvHywmIjXj03811OXGYZVqTpv5ep86fsjeMLyXS9a+G2slkvPD0zTW8bn5lidys0ePSOXn6vX0nGGCipwxdPaW/r0fzX5HlZHXfLKhLp/X9ep9kV8We+FABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHl/wAariS1+E3jGWIkM2lzx8eki7G/QmvVyOKljqKf8yOLMG1h527HmH7I9tFb/CXzYwN11qdzK/uwCIM/gor1OMJt46z6JfqceRq2H+bPp+vlj2QoA+AfGem6t8dvjNrXhyxvjbWPhy3nigyu9V+zFUkwu5RmWc43Z+7jqFr5fEQli8VKmnpH9P8Agn7vk+Jo8O5FSxVSF5VWm+nxaro9o9O/a55j4Ol8T/CP4k6DJqMUthPO0AurZ8qzWty210dfXHIB6MAeoriw/tMNXjzaX/Jn0ubxwmdZVWVJqSV7P+9FXTX5el0fqZX2p/MYUAfG/wC2faxP4L8O3pH72HVGiU/7MkLs36oK+04Jm/rFSPl+v/BPAz+K9nF+Z9ReCrmS88G+HbuY5kuNMtJGJ9WhQn9TXyuOio4ipFdG/wAz2MM70oN9kdNXKbhQAUAFABQAUAFABQAUAFABQB+Y/wC1AfFGu/GU6AkcupxwW0H9mWVsrSuEeMPKPLQE72cMTgZ2hewFfqPCvsaWX+1el27t+uh8fnHtJ4nk37I4aL4P/FLxSbeLSvh3Jo/lAgsyTW3mZxy7X8x6dtuPpXe85wVC7niOb7n/AOko51gK89I07fh+Zm+Pvg/41+F1lpl14sWNLHV5CjC0lMmx4+dsnAXftJKYJHB561rl+c4fGylGhvHv/X3kYrAVaCTqdT7i8CfszfB6DTbDXDDceJEvYI7mGW9lIjZJFDqwii2Lgg9H3V8Hj+KMe5yp3ULaaf5u/wCFj6LDZRhuVT+K/c8U/aos9Nsda8IfDnwtp1ppVvMpumhtYUhR5J5Ps8RYIBkrtfB/2jXu8JznKnWxdaTk9tXfZXf6HnZzGMZwo01br9+h986LpNpoOj6fodgu21022itYh6JCgRf0Ffn1etKrUlUlu23959PTgoRUFsjTrIs/HB9Y1c+KNV+LMEp8/TvEdvMR3Ml09xcIM/3cQFcdMHFftCo0/YxwLWjg/wALL9T4L2kud4hdH+d3+h9f/tg6L4l1nw54d1nSI5brQ9PeeS9WIFhG0ip5MzqP4QA43Ywuf9qvjeDK9GnVqU6jtJ2t+N1+R7ue05yhGUdluSfCP9or4PaPoFh4Xewl8IC3UKdyGeB5CAC7TRjezMRlmdB9cClnHDePqVZVub2l/k/uf6MMDmuGhBU7cp6r8Q/2g/AXgrw8mqadqNt4gvr1CbK1spkkDkcbpHXIjQHrnkngAkHHk5dw7isRV5JxcUt21+Xc7cVmlGlDmi7t7WPnL4dfC/xf8ePEi/E74rSSLoZYNbWpzGLhFOVihTOY7cd26vzgkksPpcyzWhllH6ngfi6vt5vu/wAvwPKwuDqYuft8Rt+fp5H214p8LWfiHwbqvhCNI7a2vrCSyiCKFSLdGVjKqOAEOCAB2r4bCYuVLERrvVp39f8Ahz6GtRU6TprqrHxP+yv41XwX4j1z4WeKm/s64urovbrMdoW9i/dSwknjc4VdvqVx1IFfccWYH6xShjaGqS19Hqn8v1PnsmxHspyoVNL/AJn6BV+eH1AUAFABQAUAFABQBHKjSROitsZlIDehI6009RM/LX9nzxv/AMKq+JEun+KM2WnasH066kkyqQzRSEJIxPG1XDIx6AMSelfq3EWB+u4RTo6uOq81bb7tT43K8T9Xr2nonoz9TFZXUOhDKwyCDkEHoa/KWj7I/G7UtM8QfE34ralp+nxm41TW9WuAoOdqKZGJLHnCRoOfRRX7RSq0sHgYznpGMV+X5s+DlGdeu1Hds/VfwtoHhr4UeCLPR/tUNjpulQ5nu7hliV5DzJLIzEAF2yevHAHAFfk2LxFbG4l1LXlLZL8EfZ0aUMPSUb2SPhr4+fFO0+MniDw/8PvAUj3Nmt8I/OcGOK6u5yIoioPOxNzDcQM7icYAJ+74fyqWX0qmKxWjt9yWr+8+dzPGrEzjRo7X+9n2D8HfhFpHwn8PmzgZbzWL3a9/e4xvYdETPIjTJ2jqTknrgfG5znFTHVeZ6RWy/rqe7gMDHDwtu3uz0/V9X0zQNNudY1m7jsbG0QyTTzMFRVHqfU9AByTwOa8ujRnVmqdNXbOypUjCLlJ2R+a3jPx34v8A2gPilZ+GvBV7cWekiby7CPe8SqkQ3SXcwU5zwWGeQMKPmJz+m4LL6GV4J1sTFOXXr8l/XmfJYjE1MZXUKb06f5n6X2MElnYW1rcXDXUlvEkbzycNIyqAXb3YjJr8wqSUpOSVrn10Y2STZ8JftPfGuz1e3T4c+Cb8XaSP/wATWe2O5H2kbLZHHDZPL7cjIC5+8K++4VyOUH9bxEbfyp/n/kfN5xmCkvY0n6/5Hf8A7M3wSvfBFvJ428VRGDWtRg8q2tW+9bW7kMxkHaR8Djqq8HkkDzuKM8jiX9WoO8U9X3f+S/E6coy90l7Wpu+nY+ua+PPdPzz/AGkPEM/xA+KmkfDCyu1ttN0hl+1yucRRzSr5k88hyBtgg5Pph/Wv0bhnDrC4KeNkrylt6LRL5v8AQ+Wzaq62IVBPRf038kbWg6DH8d/FWlaPo1q9l8JvAO2CAMpT7dKgGc9MtJ1Y9VQknDvisK+IeWUJVKjviKur8v8Ahvz8kXSpfW6ijFWpQ/H+v63PszxZ4p0LwL4cu/EWuSi2sLCPOFA3MeiRxrxlmOAo/kOa+KwmEqYmqqVJXb/q59BXrwpQc57I/N+9/am+Jd14wi8QQXQs9FjuBt0tI0aIwAjcjuV3M5Xq2QQTldo4r9Lhwpg44d0mrytv1ufJyzmu6nOnZdj6o/ae+Jp8H+BY9E0e42ap4oDQpIhw0doAPOkGOhYMEX/eJHK18nwrlft8T7Sovdh+fT/M9nOMZ7OlyResvyMv9lr4U2/hjwvH451i2U61rqCS2LqN1vZn7m3PQyj5yR/CVHrWvFebOtW+rU37sd/N/wDA2IybBKEPayWr/L/gn1lXyJ7gUAFABQAUAFABQAUAFABQAUAFABQAUAf/1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAKeoahYaVZT6jqdzFZ2dsheWaZwkaKOpZmIAH1q6dOU5KEFdsmU1Fc0nZHyR41/a20S0uzo3w50mXxHfM3lpcSB0gZz0EcYHmy+nRM9iRX2GB4PqSj7TFy5F26/5L8Tw8RnkU+Wirs45Jf2v/H/APpEYPhmylOQpENjt/Bt1z+ea7Gshwuj99/N/wD2pz3zGtrsvu/4JN/wo79p2b9/J8SNkh52/wBr6iAPbCxbfypf27ky0WH/APJY/wCY/wCzsd/z9/Fi/wDCH/tW+GoLmOXXbjWbV4mVjbXaTyf8BNwqzA+hTmvNzTF5bXhFYWCjK/VW/LQ7MFRxVKTdaV1b1/4J5F4L8XeF/BPi+QfFzwnqUs4cOpus7oyTzJJayqpkyeclyPRSa6/9Vp1aCnh6yk/Lb7/+AZPOlGpy1INL8fuP0m8K+K/DPjHSY9W8K6jBqNicKGhOChx9x0OGRgP4WANfI4rB1sPN060bM9ijXhVjzU3dHSVzGwUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHxt+0z8StVlurT4OeCd82sa2Y0vvJPzhJjiO2B7GTO584wmAeGNfacL5ZBReYYj4Y7fLd/Lp5+h4Gb4uTaw1Ld7/5HtHwb+Eej/Crw6lrEqXGt3iq2oXuOXfr5aE8iNDwo7/ePJ48TOs4qY2rzPSK2X6+p6GAwMcPC3V7s9hrxjvCgAoAKACgD5n/aE+CVv4/0iTxP4dgEXivTI96GMbTeRpz5TY6yAf6tuuflPBBX6jhzPHhansar/dv8PP07/eePmmXKtH2kF7y/H+uhN+zf8W5viH4ak0TXZd3iLQVWOZn+/cQfdSY55LAjbJ74J+9ip4mydYWt7Skvcl+D7f5f8AeU4720OSfxL8T6Sr5k9cKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPl79rnWJNN+FIsImx/a+pW9s4HdEDzn/x6Na+q4Poc+O5n9lN/p+p42eTccPZdX/wT1D4K6JH4f+FPhPT412l9OiupB/00uh575/4E5FeVndd1cbVm+7X3afodmX0+TDwXl+ep6jXlHaFAHzz8YPjkPAGo23hzw9awanrbr51wk77YoIsbgrYK5kccquc4wcHcoPlY/MvYyUIK7Pv+EuCf7SpSxWKk4U9lZat/5Lq/8me2+HdYj8Q+H9K1+KMwpqlnBdrGTkqJow+0njOM4r0aVTngprqj4vMMI8NiamGbu4ScfudjZrQ5AoAKAPg3S0Hgz9sW7tLf93a6/wCaXxxu+12v2g/nOtff1X9YyBSe8f0dvyPmofusyaWz/VX/ADPvKvgD6UKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAON+ImjSeIfAXiXRIV3zX2mXUUQ9ZDE3l/wDj2K7ctrqliadR7Jr8znxdPnoziuqZ84/sb67Fd+BtZ8Pls3Gl6j523PSK5jXbx/vRvX0vGmHccTCr0a/FP/go8nIal6Uodn+Z9gV8ae8FAHwp+yzeQy+OvFTXzquo3VuXVWOGb98WlwDycHaTXzWSy/fTvuft3idRksvwypr3E/00/U5X4g3MPjv9oy1sNKcXUCX9jZb4+RiAqZzx2Q78n2zWGLkq2OUY90v8z1Mgpyy7heVSsrNxlLXzvy/fp95+itfWH8+hQB8O/tj6m16fB/g2yHm3l3PLcmIdcnbDD/30WcD6V93wXS5fbYiWySX6v9D5zPp35Ka3PtLSNPTSdKsdLjOUsbeK3U+oiQIP5V8RWqc85TfV3PoKcOWKj2NCsywoAKACgAoAKACgAoAKACgAoA+GvD//ABUX7Y2sXx+ZNGhl2jsvlWiWp/8AHnJ+pr7zEfusghH+b9Xf9D5yl7+ZSfb/ACsfctfBn0Z84/tV2EF58HNSuJVBewu7SePPZmlEOR/wGRhX0vCdRxzCKXVNfhf9Dyc6gnhm30sdD+znfS6h8F/Cs85JeOGeAE/3YLmWJfyVRXNxLTUMwqpeT+9JmuVSbw0G/wCtT5m/ajZtD+M3gvxRexsdOhtbRiwGc/ZLySSVR6kK6nHvX1HCq9pl9ajHe7/GKSPIzl8mJhN7afgz7B8LfFr4c+NLyLTvDXiG2vb2dWeO3+eOVgoy2EkVW4HJGOnNfG4vKMXh4udam0u/T8D3aOOoVXywldnoteadZ+MVzcQ6R4Z8XeF7o7L1tdsGWM/exaJfRyn/AICZFB+tftkYupWpVo7cr/Hlt+R+ft8tOdN73X4XP2I0SORNE06K4UiRbWFXDeoQAg1+MV2nUk13Z97SXuK58HftMaj8IbO7l8M+HvDVrdeMZGCzXNkGgW2ZuzrCVWaZs/dIOM5Jz8p+/wCF6ePlFVqtRqn2et/v2R8zm8sMnyQj73l0/wA2fN+v+AdS8CaVpWuazqGnRaxPcBv7Edlmu4Y1G9JLmEhkVSRgxyc8gEH5gPpsPmEMTOVKnF8tvi2T9H+qPKqYaVKKlJq/br8z9b/BWq3Gu+D9A1q7thZT6hp9tcSQKNqxtJErFVHYAngdhX4/jqKpV6lOLuk2r/M+4w83OlGTW6R09cpsfO/xY/Zz8L/E/UP7ehvJNC1tlCS3MMYljnCjCmWIlcsBwGDA44OcDH0eUcSVsHD2TXNHttb0ep5WNyqnXlzp2Ynwy+BWreANbttY1Dx7qutx2iuqWR3w2rB0KfvI2llDBc5GMYYA9qM0z6niqbpxoRjfru/vsgweWyozUnUb8un5s+ia+cPVCgAoAKACgAoAKAPKvin8I/DXxU0VdO1QGzvbYs9nfQqDJC7/AHsjjejHG5SRnqCDg162U5xWwVTnhqnuu5w43AwxELS0fRny8n7PX7QFlbHwxp/jyJfD/MaoL27jURdNvlBDgEfwBtvvX1T4jyuT9tOh7/ot/W/4nj/2VjEvZqpp6ssz/sieJdBFlqXgPxobXWYUxNLIJbQbznJilgLuq442kH1zzgTHjGjV5oYqjePyf3p6DeR1IWlRnr935F6y/ZY8beJruG4+KnjufUoYTnyoJZrpyPRZbnAT/v2aznxZh6MWsFQS9Ul+C3+8qOTVZu+IqX/H8zF+MXwWu/hrqfhjx98KdHaa18P+U1zAgeeTzoJTKs8oyXdXztcj7oUdB03yXO44uFXC46estnto1ay9Ohnj8vdCUa2Hjovn8yzJ+2hdzWwtrLwT/wATNxsAa8Lpv9kWEMef4cg+9SuCYp3lW930/wCCU+IHayhr6/8AAMFPA3x5/aE1CC88cSP4c8OI+9IpY2hjUesNqTvkbB4eU9Dw2OK3ePyzKoOOG9+f3/e9l6L7jJYbF4x3q6R/rZf5nkek3vxB/Zu8b39xJo0L3fkyWSy3sMj280LOrCSF0ZM7tg53cDIIzkD2K0MLm+GilPTfRq6fZnFCVbBVW2tdtdvkbXi74r/Gz4laPPJqDHRfDeNtw9tG1nZkH+F55CzyEjpEHYt2QmscHlGXYOolH3p9L6v7unrbTuXXx2Jrxd9I/cv68ij+zR4Uh8TfFzTTcKJ7bQ0k1J+DgmHCxHnHSV0bn0q+KMW6OBlbRy0+/f8AC4spo+0xCv01/r5n6vV+SH2o1mCqWOcAZ4GensKEB+Wfwz8A/wDC+fif4j1LU7+Sz077RNqF2Yx+9kSeY7YUJ4XIOMkHAHSv1fNMw/szB04QjeVkl20W58Zg8N9brycnZbs/S3T9P8OeB/DiWdlHBpGi6RAW67Y4o0BZmZj+JZick5JJNfmFSpVxNXmk3KUmfXRhClCy0SPzy8b+J/E37TfxHtfCPhLfD4dsXYwlwQiRqdsl7OPUg4RTyAQo+Zjn9HwOFo5PhHXr/G/65V+p8tiK1THV1Tp/Cv6uzU/af+H2ieAPDHgDSfD0Hl2tn9uhlkbG+aVhA3mSEdWYhj6AYAwABWXCuY1MVWr1Kr1dvluXnGFhRhTjDz/Q4OO4ufj78YfDelOXbTore0tGHI2WtpCJLk57F2Em0+rAV3uKyvAVJr4rt/NvT7tDlTeLxEIvbRfJb/qfqlFFFBEkEKCOONQqIowFUDAAA6ACvydtt3Z9olbRDndI0aSRgiICWZjgADqSaEr6IGzzSb4y/DGPW7Lw5F4ktbzU9QuEtoYbPddZlkbaqs8IdF5PJYjHevTWS4x05VXTailfXT8zkeYUOdQUrt9tT02vLOwKACgAoAKACgAoAKACgAoAKACgD//W/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDmPGHi/QvAvh+78S+Irj7PZWg7cvI5+7HGvG52PAH4nABNdWCwdXE1VRpK7f8AVzHEV4UoOc3ofCUFt8S/2rPED3FzK2geB9PmICjJiUjoqrx58+OrH5Uz2yFP30pYPJKVkuaq/wCvkvzPmoqvmE7vSC/r5s+0PAXwr8E/DezW38M6akdyV2y3soEl1L67pCMgH+6uF9BXxOYZticXK9aWnbovkfQYbBUqCtBa9+p6JXmnWFABQBznibwl4a8Zac+leJ9Mg1O1bOFmXLIT/EjjDI3upB966cLjK2Hnz0ZNMxrUKdWPLUVz4e8a/CTxx8BNUf4h/Ci/nutFhO67tX+d4ohyVnQYE0P+1gMnXjG+vu8DnGGzOH1THRSl0fn5dn+f4HzuIwNXCS9th3p/W/dH1X8I/i3ofxX0D7fZAWmqWgVb+xJy0Tnoyn+KNsHa34HkV8lnGT1MDV5Zaxez7/8ABPawOOjiIXW/VHrNeQdwUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBnaxqlromk3+tXzbLXTreW6mb0jiQux/IGtKNKVScacd27feRUmoRcnsj4h/Zi0S68d+OvE/xi8RIJbhJ3jts8qtxcDdIVz08qIqij+6/tX3XFNdYbDUsBS2tr6Lb73r8j53J6bq1Z4mf9Nn3fXwJ9KFABQBn6nq2laLbG91i+t9PtgQpmuZUijBPQbnIGfxqZzjFXk7G+GwtavP2dCDk+yTb+5FfSfEXh/XlZtD1Wz1NU+8bSeOYL9fLJxUwqwn8DTNMVl+Jw7SxFOUPVNfmbFaHIFAH5/8AjeD/AIUn+0hpPiqxH2fQ/E7iS5VeEC3D+Xdr77XxNj1I9K/Q8DL+0conQlrKG3y1X+R8xiV9VxqqLaX9P/M/QCvzw+nCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4+/bMhkbwFoU4B8uPV1Vvq8EpH/oJr7LgqS+tTX939UeFn6/dRfn+h9KeAZo7nwL4YuITmOXSbJ1x0w0CEV8zmEWsTVT/mf5nq4V3owfkvyOtrjOg4z4g+MrLwF4S1HxNeYc2se2CInHmzvxGnry3XHRQT2rnxWIVGm6jPYyDJ6mY42nhIdd32S3f9ddD84/H3hLW7PRPDvjHxLM8mueN7i7u5Fk42RDyvKyOxbzC2OgUqMDBr5LFUJqEatT4p3/AEP6GyLNcPUxFfA4VWpUFGK9fev91rebuz9Hfh7p2taP4I0HSPEEUMOo6fZx20qQHcgEQ2JgjjOwLuxxnOOK+twsZQpRjPdI/njP8RQr5hWrYZtwlJtX311f43t5HZV0HkBQAUAfCPjAi8/bD0CC35e3FqJMdflt3lOf+An8q++wfu5BUb63/Ox81X1zKKXl+R93V8CfShQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfnvFcN+zt+0JdfbAYfCfigsd/8CQXD7g3/AG7y5U9/Lyf4hX6K4/2rlS5f4kPzX+a/E+WT+pYx3+GX5P8AyP0FR0kRZI2Do4DKynIIPIII6ivztq2jPqEx9IZ8g/Ef9mB9e1668Q+DNTgsHvpWmmtLoOsayOcu0ckYYgMTnaV4PQ4wB4OLybnm50na5+s8O+Jaw2HjhsfTcuVWTVr2W107fff5XO0+DnwEtPhxeN4g1m7j1PXChjiMSkQ26sMPsLfMzMOCxAwCQBySejL8rVB88neR43F/HU80gsNQjyU93fd9r9ku2uup9FV6x+flW9vbTTbO41C/mS3tbWNpZpZDtVEQbmZiegAGTVQhKclGKu2TKSinJ7HwP8Plufjz+0Bd/EC4ib/hHvDTJJbCQcBYSRaR+zM+ZmHOCGHcV+g5jbLMrWFT9+e/z3/yPmcLfF4x1n8Mf6X+Z+gVfnh9QFABQAUAFABQAUAFABQAUAFABQB8M/A0/af2lviZcycvGdTjXPoNQjX+SgV95n2mT4ZL+7/6Sz5vLv8Afqvz/M+5q+DPpD5T/a98QQ6b8NbbQ94+0a3fxKE7mK3BldvwYIPxr63g7DueMdTpFfnp/meJnlW1FQ7s9U+Beiy6B8JPCenTqUkNkLllPUG6drjB9x5nNeTn1dVcdVmu9vu0/Q7ctpuGHgn2/PU7fxJ4U8N+L7D+zPE+l2+qWobeqToG2N03IeqnHGVINcGGxdahLnoycX5HTVoQqLlqK5geGfhX8PPB16NS8NeHbSwvFBVbhVLyqGGGCu5ZhkcHBGRxXTis2xeIjyVqja7GVHBUaT5oRsz0CvOOo8C1r9nD4da746/4Tu8juRPJOLq4skdRazzg5LupUt8x5cBgGP1OfoKHEuLp4b6tFq2yfVL+tjzKmU0Z1fav7uh77Xz56Z+fWrfsh+OdQ8UajqaeJNPFpdXctwlw5nN0RI5bLoE27uecSc1+iUeMcNCjGHs3dK1tLf18j5eeRVXNvmVvnc9b8Cfsm+BvDF1DqXiS6l8TXkLB1jlQQ2m4cgmEFi+D2Zyp7rXj4/i/E1k4UlyJ/N/f/wAA7sNklKD5qj5n+B9UgBQABgDgAV8me0LQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAEQghWQzLGgkPVwBuP49ad3awrLclpDON8d+OdB+Hfhu68S+IJtlvB8scS48yeU52xRg9WbH0ABJwATXbgMBVxdZUaS1f4ebOfE4mFGDnM+LdB0XxV+0Hd6j8TviEXtvB+iRzyadpsbFYpXiUtsXplQR+9l6sflGAML9viK9DKoxweF1qStd9r/1oum/r89Tp1MY3XrfCtl/X4si/Yss1fxD4q1DHzQWdvCD7SyMx/8ARdPjedqVKPdv8P8Ahw4fj785eR+hNfnR9SFAH5k+HPEmo/sy/FbxDY65pM15pl8rxx7CEaSDzN8E8TN8rcZVhngkjOVxX6jicNDOMDTlTlaS/PqmfH0assDiJKSuv6sy34v+JnxG/aQ1WLwV4K0qSx0XerTQq5YMAeJbyYAKqL1CDjP99ttRg8swmUQeIxEry/rRLv5/kiq+MrY2XsqSsv63Z9rfCT4U6J8KfDo0uwxc6ldbZL+9K4aaQDgD0jXJCL25J5JNfD5xm9TG1eeWkVsu3/BPocDgo4eHKt+rPOP2rvCd94k+Gsd/plu9zcaFepdukalm8hlaOQhRzwWVj6AE9BXp8JYyNHGcs3ZSVvnujkzui50OaK2Z5X+x34E1C2utZ8ealaPBDJALCxeRSvmBmDzOmew2ou4cHLDsa9bjPHxahhYPW93+n6nFkOGacqzXkj7wr4A+lKWpadZ6xp15pOoxefZ38MlvPGSQHilUo65BBGVJHBzWlKpKnNTg9VqiZwUouMtmcn4P+G3gbwHF5fhXRLewcjDTgGSdh6NNIWkI9t2PauvGZnicS715t/l92xhQwlKj/DjY7muA6QoAKACgAoAKACgAoAKACgAoAKAP/9f9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAQnHJoA/PPxPeap+0z8YI/Cmk3Dw+DvDzMZJoz8pjRtslwOxeU/JFnOFwcfer9GwsIZPgPbzX7yX9Jei3f/DHytaUsdifZxfur+r/PoffGiaJpfhzSbTQ9Etks7CxjEUMUYwFUfqSTySeSSSTk1+fV68603UqO7Z9NTpxhFQgrJGrWRoFABQAUAFADWVXUo4DKwIIPIIPY0JiPz5+KPhbUv2efiNp3xO8DxFPD+pTGO4tFO2NGf5pbU44EcigtH/dYcD5Vr9FyrFwzXCSweJfvrZ/k/Vde/wAz5fGUZYOsq9L4X/Vv8j7w8P67p3ifQ7DxBpEnm2OpQJPC3fa4zgjsw6MOxBFfAYjDzo1JUqi1TsfS0qsakFOOzNisTQKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxD9o7U5NK+DPieWFislxHDajHcTzxxuPxQtXu8NUlPMKSfS7+5M87Np8uGnb+tTN/Zg0mPS/g1okqrtk1GS5u5fdjM0an/vhFrXims55hNdrL8P8yMngo4aL73PoGvnT1AoA57xV4l03wf4e1DxJqzFbTT4jIwH3nbOERc/xOxCj3NZV60aUHUlsjvyvLquOxMMLR+KTt/m/RLU/P/UtI+Knx5+3eN76LydD063u5LRcjyl8hN/kQRg73dyApkIwSDk/KFr5eVPEYy9V/Cr2/wAj95w2Lyfh3ky+m71JOKl31duaT2SW9v8AO5mD4J/ELSPCum/Ebw1cNMHtlvWS2Z4L23BG4sF4LADurbiOduKz/s2tGmq9N+fmjo/1zyyvjKmV4uNteXWzjL/L5q3mfTn7PvxjvPHltceGfEsgfXNOi82OcAL9pgBCksBxvQkZxjIIOMgmvZyrMHWThU+Jfifm3HvCEMulHF4Rfu5O1v5X/k/w+4+mK9g/OD43/bO0mOfwX4e1vaDLZam1sD3CXMLO36wrX2nBNZrEVKfRq/3P/gngZ/C9OM+z/P8A4Y+oPA+pya14L8OaxKd0moaXaXLk9S0sKuc/ia+Vx1JU8RUpro2vuZ7GGk5UoSfVI6iuU3CgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPCP2kvDUniX4Ra2sCb7jSvL1KMe1ucyn8Ii5r3+GcUqOOhfaWn37fjY8zN6PPh5W6a/18it+zN4qj8S/CbSrcybrrQ2fTpxnkCI7ouPTymUfUGq4owjo46b6S1/z/EWUVufDpdVofQFfPHqHi/xO8B6t4/8AEvg/T541bwrp1xNe6nl1/eSIFEMZTO47vmUkdAzdDjPn4zDSrThF/CtX+h9jw3nlHLcJiqkX+/klGHkne7v5aP1S8zxj9rYhLrwIBwFkvuO3Btq87Pd6fz/Q+w8KVeGM/wC3P/bz7Pr6E/HgoAKAEZgoLMcAckngYFAHwV8GHPxJ/aO8U/ESMGSw0wTtby+zj7JbA/70AY/hX6Bna+p5TSwj3dr/AJv8T5nL37fGyrdF/wAMvwPvavz8+mCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8o+MHws0z4reFn0i4ZbbUrQtNp92RnypcYKtjkxvgBx9D1Ar18mzaeCre0WsXuu6/zXQ4cfgo4inyvfofMHwq+NOtfCXUj8K/jDBNa29gwitbxwXa3T+FWIz5kBH3HXO0ccrjb9Tm2R08dD67gHdvdd/8n3X9Px8FmEsPL6vidl+H/APuqw1Cw1Wzh1HTLmK8tLhQ8U0DiSN1PdWUkEfSvgqlOUJOE1Zo+kjNSXNF3RcqCgoAy9Z1vSPD2nTatrl7Dp9jbjMk07hEHtk9SewHJPStaNCdWap043b7EVKkYR5puyPgz4h/E3xR+0HrqfDP4XW0qaEzhrq5kBj89FYfvZj/AMs4FPIU/MxxkbsLX3+W5XRyql9cxr97ou3ku7/L8T5nFYypjJ+woLT+t/I+yfht8PdH+GfhW18NaQPMKfvLm4Iw9xOwG+Rh26AKM8KAOcZr4vM8xqYyu61T5Lsux7+EwsaFNU4/8Od9XnnUFABQAUAFABQAUAFABQAUAFABQB8B6JqMHwq/ar11NdcWmn+J2nCXEnyxgX7rcxuSf4fOXyyegOc8A1+hV6bxuSQ9lq4W0/w6flqfMU5rD4+XPtL9dfzPubW9d0fw5pdxrWu3sVhYWq75Jpm2qB6DuSegAySeACa+DoUKlaap0o3bPo6lWMIuU3ZH56NLqX7UXxlgaOGWHwjomN27jy7RWyd2OBLcMMADkD1CE1+ipQyXL3d/vJfn/kv63Plm5Y/E/wB1fl/m/wCtj9HkRIkWONQiIAqqowABwABX5q3fVn1iQ+kMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/Of4oXuo/HL492fw5s7ho9G0e5azOzovkjdezY6b/lZFzx8q+pr9JyqEMtyt4uS96Sv9/wAK/U+TxknisWqK2Wn+Z9u+JdNsPD/w11vS9IgW1stO0W6igiTgIkduwA/Tk9SeTXwuFqyq4yE6ju3JX+8+irwUMPKMVok/yPkn9iZBnxxJ3A00D8ftOa+w45f8H/t7/wBtPE4e/wCXny/U+8a+APpQoAyNY0DQvEMC2uv6XaarAh3LHeQRzoD6hZAwzW1HEVaT5qUnF+TsZ1KUJ6TSfqS6Xo+kaHaix0WwttOtQciG1iSGMH12oAP0pVa1SpLmqSbfm7jhTjBWgrGlWRYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxD9ojxlJ4L+FmrXNrJ5d7qm3TbZs4Ia4B3ke6xByD2IFe7w5gliMbCMtlq/l/wbHm5rX9lh21u9Dnv2XvA0XhP4aW2rzRhdR8TEX0rEfN5HS3TPps+ce7mujirHuvjHTW0NPn1/wAvkZ5Nh/Z0FJ7y1/yPpCvmj1goAKACgAoAKACgDi/iH4OtPHvgzV/Ct2F/0+BhC7f8s51+aGT/AIC4BPqMjvXbl2NlhcRCvHo/w6nPiqCrUpU31Pmj9kHxVdvpGvfD3VCUudBuPPgjf7yxysVmTHokoyfd6+o4ywkVUhiobSVn8tvvX5Hj5FXfLKjLofZdfFH0AUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHz/wDtP2slz8F9faMEm3ktJSB6C5jB/IHNfQ8LTtmFO/W/5M8vOFfDS+X5mj+zjdx3nwY8LPGcmKKeJh6NHcSLz+Waz4lg45hVv5fkispd8LD5/me314R6QUAfIP7XOuz22g+HvDsTFY9RuZrmXHGRbKqqD7Eyk/UCvBz6q1CMF1/Q/WfCjAxnia+Ke8Ukv+3r3/L8T6U8D6DB4Y8H6JoMCBFsbOKNsfxSbQZG+rOWY+5r2MPSVOnGC6I/Oc6x0sXja2Jl9qTfy6L5KyOqrY8w/O74ewRaR+05Lp+jqEtY9V1SBY04VYhHNlPomOPpXymFXLj+WO13+p/QGf1JVuE1Vr/E4U3fzvHX5/qfojX1Z/P58k/tj3ccXw20q0J/eXGsxMB/sxwTZP5kfnX1/BcG8ZKXaL/NHh58/wBzFef6M99+GVq9l8OPCFpKNskOi2CuPRhbpkfnXz+aSUsXVkv5n+Z6eDVqEF5L8jua4DpCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAIp4IbmCW2uEWWGZSjowyrKwwQR3BHWqjJpprcTSasz89/COoz/s2fGjUPCutuyeEvEBXyp3+6sTMfs85J/55EtHL+J5wK/RMZTWb5fGvT/iR6efVfPdHy1CbwWKdOXwv+kz9C0dXVXRgysAVYHIIPQg1+dNW0Z9SOpDPi39sBSE8Gyj+Br8fifs5/pXz2f/APLt+v6H7H4SvXFR/wAH/tx9oIwdFdTlWAI+hr6E/HWrOzHUCCgD5g/aa+KsXg3wpJ4S0mbOv+IomiCofmgtXyskhxyC/KJ75I+7X1PC+UvEV/bzXuR/F9F+rPGzjGqnT9nF+8/yOp/Z6+G0nw58AwRajF5es6ywvb4EfNGWGI4T/wBc16jsxauXiPM1i8U3B+7HRfq/n+VjfK8J7Gj7271Z7tXgHpBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHAeP/hn4Q+JWmjTvFFiJXiB+z3UR2XEBPeOTB/FSCp7g16OX5pXwc+ejL1XR+py4rB068bVEfJM/wABPjb8LruW9+EfiVr6ydt/2XzFhc/9dIJs28hA43E5PYCvr48QZdjYqOOp2fff8Vqjw3lmKoO+Hldf102Irr45/tJ+ELcnxP4Milhi4e6msLhUz7ywyCLn6VLyXJqnvQr2/wC3l+quNY/Hx0dO/wAn+gtl8d/jl433aX4X06yi1R42dI7C2MjKBxmRriR0AyQNxAAJHNeB7HAQxMYxu6d9W3+Ktb/NnqXxLoty0l0t/wAG5Z0/9nL4qfEW/i1b4yeKJIolOfsscouJlz1VAv8Ao8OfVN30r36nEuCwkXTy+lr32X+b/A8uGU4itLmxM/1/4CPsHwX4E8LfD/SV0bwrYJZQHDSP96WZx/HLIfmY/XgdAAOK+NxuPrYqp7SvK7/L0Pew+Gp0Y8tNHX1xm4UAFABQAUAFABQAUAFABQAUAFABQB438Xvgv4f+LenwLezNp2rWIItb+NQ5VW5MciEjemecZBB5BGSD7WTZ3VwM3yq8Xuv8uzODHZfDELXRrqfN1r+x74lvLmG38ReNFk0y2OEWKOWRwo7IsjBUyO/OPQ19NPjKjFN0qPvP0/RankRyGbdpz0PsPwN4D8NfDvQ49A8MWv2e3U75JGO6WaTGDJK/G5j+AA4AA4r4zH5hWxdR1azu/wAF6HvYbDQow5KaOyriOgKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAjlkWKN5W+6ilj9BzTSu7CbsfnV+yKh1j4n+IvEF589wNPmkyf+elzcIWb64BH41+kcYv2eDp0o7XX4JnyuRrmryk+36n3d47jMvgjxLEBy+lXi/nA4r4HAO2Jpv+8vzPo8Uv3M/R/kfHP7EzjPjeMnk/2aw/D7SD/SvtOOF/B/7e/Q8Lh7/l58v1PvGvgD6UKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+Gf2ybye7uPBPhi3b/j6luJmXsXJiiiP4bn/OvvOCoKKrVn0t+rf6HzefybcILzPtrT7G30zT7TTbRdlvZwpBEvokahVH5CvhqlRzk5y3ep9FCKjFRXQuVBQUAFADJJEhjeWVgqRqWYnoABkmhscYuTSW7PnP4U/tAaX40eey8UzWWj6hcX3kadAhcGaNgNgYsWG/J25yoYnAGeK8nA5pGrdVLJ30P0LijgOtgEp4RSnBRvJ6aPr8uvW3Vn0fXrH54FABQB8H+DV/4RP9sDXtHg+SLWvtW4diLm3XUD/48tff41+3yGnUf2bfg+U+aoL2eYyiut/xVz7wr4A+lCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5Px34cHi7wZrvhrjfqdlNBGW6LKyny2P+6+D+FdeAxPsMRCt2af8AmYYml7SlKn3R8vfse+KN+h694CvyY77SLo3ccb8N5UuEkUD/AKZyL83u4r6vjPC/vKeKjtJW+7b71+R42Q1vdlSe61Ps2viT6AKAPmn9pf4e6p4x8NWOt6HC11e+H2lZ7dBl5LeYL5hQDlmQopA7jdjnAPkZxhJVaalDdH6N4cZ/RwOLnQxDtGpbXomr2v5O719Dz74fftTWFho9rpHjrT7mS5s41hF5aBX80IMAyI7KQ2ByVJyecCuTC53FRUay1XU9/PvDCpUryrZfNWk78srq3o1fT1tbubni79q7w5HpU8Pg2wu7jU5VKxTXaJHDESPvkBmZyOoXAB7mtK+eU1G1JanDlPhbinWUsdNKC3Sbbfl0S9fwMb9mP4d6o+o3PxN8QRuPPSSOwM2d8rTH97cc84Iyqn+Lcx7AmMmwkuZ4ip12/wAzs8SeIKKpRynDPa3NbZW2j+r7WR9qV9Cfjh8FftK3knxA+KvhD4VaU+9rd0FyU52SXrLncP8ApnCgf6Ma/QOGILC4KtjZ9dvl/m9D5nN5e2xEMPH+r/8AAPvCGGK2hjt4FCRRKERR0CqMAD6CvgJSbd2fSpWVkS0hhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB5P8X/hRpPxX8NHS7pltdTtN0mn3mMmKQjlWxyY3wAw+hHIFevk2b1MDW546xe67/wDBOHH4KOIhyvdbM+YPhP8AGHxN8LL+4+GvxOt3n07SJPs8V5Gwle1C/wAPBzLCByuPmQcAHhR7OfUsDiLYjCz9+W67/wCT/P8AE4ctliad6VWPurr/AFuj2v4ufHJ/Buh6Hq3guC01yDWzL5d6ztJbIIgp2/umBLtu6Flxg8Ht8DnGIrYJqEoWl5n6lwLwzhs6lUlVq2jG2kbXd7977W7deh8ZfEb4teKPidBp6eIYLGFNOeVofsiOjZkC7tweRzj5RjpXy2Lx9Sulz20P23h7hTCZTKbw0pPmte9ntfskfcvwx8T/ABf1e4tLfxn4TtdO0hrfIvY5gr5CjZ+5MkjHd34GOvsfpcHWxMmlVhZdz8S4ky3JKMZSwOJcql/ha089bJafM90r0j4k+cvi7+0X4W+HsFxpWiSRa34lwUW3ibdDbv0zcOp6j/nmp3Hoduc19Lk/DdbFNTqLlh36v0/z/M8nHZrTopxhrL+tzzT4J/BzxD4k8Rf8Lh+LPmT6hcSC5sbS4GHL/wAE0qY+RUGPKjwMYBwAAD6meZ1So0vqGB2Wja/Jfqzjy7ATnP6ziN+n9fkfbFfDH0QUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAed+Lvip4J8ETyWWu6gUvo4llFrHG7yMr524wNvOD1YY79RVxg5bCueH+J/jJ8QtS0qbVPDukL4V0IcLqmqY8yQn7vkxkEMx9EST1yADWipxvqFzw/wAK+EPHPxn11prq/ubmzgfFxqN4zOkSnnaik4LEdEU4HfA5rWUlFCPZP2dPD9hF4z8X6rp25rLTf+Jfau5yzo8pO4npuIiUnAx83HFZ1nogR9gVzlBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFADHRZEaN+VcFT9DTTtqJn5xfslTNonxX13w/dnbLJp9xDg9TLbzx5H/fIY/hX6VxevaYGFWPdP5NM+UyN8uIlF9j9DtZtft2kX9ljP2m2lix670K/1r85oz5akZdmj6mpG8Wj4I/YsutniHxVZZ/11lby4/65yMv/ALPX6BxvD91Sl5s+ZyCXvzXkfoTX50fUhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//0v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4R/au/0T4hfD3UZuIFJyf+uVxGzfowr77hL3sLiILf/gM+azvStTk/61Pu6vgT6UKACgAoA8A+OfxKfw1o9z4T8PRG+8Q6pZTyOic/ZLNI2M1w+OhCBtg9ix4GD5eZYz2cXThrJr7l3Pu+CeHFi68cZiXy0oSS/wAUrq0V87X+7rdeF/s4/DLSPGOg6vq+uxgx2+qWZs5YSFuI5bMGWRdxU4jcSoCAcnHYgGvMyjBxqQlKfdW76H2/iHxJXwOIpUMO9XCXMn8LUtFpfdWfp82fedfTn4aFABQB8IT/AOl/trRCHkW4G8jp8ukkn+eK++j7vDrv1/8Akz5p65n/AF/Kfd9fAn0oUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8A/FzS9V+Bnxhsfi14fgL6LrczG8iThTJJ/x8wseg80ZlQn+PJx8tfoWT1YZlgJYGq/ejt+j+Wz8vU+Yx0JYXErEQ2f9NH3H4c8RaR4s0Sy8Q6FcLdWF/GJIpF9D1Vh2ZTkMp5BBBr4TE4apQqSpVFZo+ipVY1IKcHozbrA1CgDzTxJ8H/ht4suXvta8P28l1ISXmhL28jsf4nMLJuPu2a462AoVXecdT6PLuLc1wUPZ4eu1Hs7NfK97fIytH+Avwo0W5S8tvDsc80ZypupJbhf+/crsh/FainlmHg7qJ1YvjrOa8HCddpPskvxST/E9eVVVQqgKqjAA4AFd58k3fVnB/En4g6P8NPCt34k1Zg7IDHa2+7D3E5HyRr/Nj2UE9q9DLMuqYyuqNP5vsu5y4vFRoU3OR8xfsxeC9X8Ra9q3xt8XBpLvUpJksC4xuaQkTzKOygfukxxjcOwr6ninG06VOGXUNla/6L9X8jx8nw8pzeKqbvb9f8j7br4Y+iCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8f+NPxCPgLwm7WLhdY1Qtb2fqnHzzY/2ARj/aK9s1pThzMTPg/wV4M1b4g+IzodjKEuZIZrmSaYllGxdwLkZPzOVUnsWz7V1Skoq5JgWnw68aTa5qHhLRJlstULkS6RdSCJZ5E7IJP3LMASy7iOOUJr6ihmuCxWHWHzSHMujtf8tU/NHnUVjcBiVi8rqOEvJ2/4DXk9BIvBXxK8JapDca98O7vUorZgWiMFxJA5H96S3YqR7BsH6Vwx4M4fqy56VZry5l+TV/xPrqnizxKqLozjG+3Nyu/4Pl/A+gv+GifjzfgQaP8ADg+aeB/oN9KB+Clf58V63+reWR1qYjT1ij4D+1cXL4af4MqTeGv2rPisPs+u3Z8M6RPw6M62aFT1Uxwbp247ScH1q44rJMFrSXPL7/xen3EujmGI0m+Vfd+Wp7b8MP2a/BPw+mh1bUCfEOuREMlzcoFhhYd4ockAg9GYsQeRivCzXifEYpOnH3Y9lu/Vno4PKKVF80veZ9GV82esFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB5d8SPGfgrwJBHreu2tveavsK2UOxGuXwf4XIJRAerdB2BPFXCLlohHzz4e8HeM/jvrKeLfG80lh4diY/Z4UyodM8pbqeinHzSnJPQZx8uzkoKyEfU+pJpngbwTqLaPbR2Nno1hPLDHGMAGOMsPckkck5JJ55rBe89RnlH7M+l/Y/h9LqDj59Tv5pQx7pGFiA/Blb860rP3gR9D1iMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPzQ8VSH4O/tPjXZsw6ddX4v2bsbXUQVuGA9EZ5MD1Wv0/CL6/k3sl8SVvnHb9D5Cs/q2O53te/ye5+lysrAMpDBhkEdCK/MD64/OX9lH/iV/GLxHpDfKP7Ou4gP9qG6ix+ma/SuLffwFOp5r8Uz5TJPdxMo+T/NH6N1+an1gUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//0/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD47/bI8PSX3g3Q/EkKbjo980MhHVY7tR8303xoPqa+z4LxKjiJ0X9pfl/w7PBz6lenGfZ/mfSfw98SR+MPBGgeJY33nULKKSQ9cTBdsq/8AAZAw/CvmcxwzoYmpRfRv7un4HrYWt7SlGfdHY1xHQFAHMeMteuvDHhnUNbsdOn1a7tkHkWlsjO8srsEQYXJ2hiCxA4UE1jiKrp03NK77HpZRgYYvFQw9SooRe8m7JJav59vM8b0z4c32jfD7xp4g8TN9u8aeJ9JvWvpzhvKEkDbLaLGQFTgELwSAB8qrXBDCONGpOes5J3+7Y+vxPENOvmWEw2E93D0px5V3tJXk/N+f5tnMfsj3aP4P12wB+eDUhMR7Swoo/wDRZrDIZfupLzPS8V6TWOo1O8Lfc3/mfWVe4flgUANZlRS7kKqgkk8AAdzQkI+Dv2fy3j748eNPiMAWsrYTmBj2+0yeXAP+/KNX3/EP+y5ZRwnV2v8AJa/iz5rK/wB9i51un+e34H3nXwB9MFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAc94q8L6L4z0G88N+ILcXNhfJtdejKRyroezKcFT2NdOExVTD1VWpOzRlXoxqwcJrRnwXb3PxD/ZS8TyWtzE+u+B9TmyrDIjcnoytyIrgKPmU/K4HcAMv38o4TO6PMny1V/XzX5HzKlWy+pZ6wf9fJn214F+JXg34i6eL7wtqUdwyqDNbP8AJcQk9pIjyOeNwyp7E18Nj8sxGEly1o28+j9GfQ4bF0qyvTf+Z3dcB1BQAUAeSfEr40+CPhlayDVrxbvVduYtNtmDTsccbx0jU/3nxx0BPFexlmSYnGS/dq0e72/4Jw4vMKVBe87vsfJ/hjwh46/aa8VxeNfHYfTfB9m5FtAm5VePPMNtnk7sfvZu/QdAF+uxWNw2T0Hh8NrUe7/V/ov6fiUaFXHVPa1dIr+tP1Z+gFhY2emWVvp2nwJbWlpGsMMMYCoiIMKqgdAAK/PKlSU5Oc3ds+njFRSjHYt1BQUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHwB411dfiZ8Q9Y1mY+Z4Z8J28jk5Ox4bckBQR/FczHaD12n/AGa6orljbuSep/sw+H5PsGt+NLxcz6jN9liYjBKp+8lYezOwH1WorvoNHpnxS+FFl49t49T06Qab4ksQGtbxcru2nKpIV5wD91hyh5GRkGIVLAzK+GHxMvtQu38CePYzp3izT/k/egKLtVH3lxwXxyccMPmXjIDqQ+1HYLnutZDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDw74q/GjSvAcT6TpQTUfEUi4WAHMcG7o02O/cIOT3wCCdadPm1ewmzzn4ffBvWPFmp/8ACe/Fh5Lme5IlisZvvP3UzLxsQfwxAD0OB8pqdS3uxFY+tI444o1iiUJHGAqqowABwAAOgFYFHlnxvuWtPhZ4jlQ4LQxRfhLPHGf0arp/EhM1vhVpX9jfDrw3YldrfYo5mHo0/wC+YfXLmibvJgj0CoGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHyl+1Z8NZPFfhKLxfpUJk1Pw2HaVVGWks25k+piI3j0Xf3r63hLNFQruhN+7P8/8Ag7fceJnWD9pT9rHeP5Fn9mH4rw+MvCsfhDVpx/b3h+JY13n5ri0X5Y5B6mMYR/8AgJP3qninKHh6/t4L3Jfg/wDg7orJ8aqlP2Ut1+R4T8Gl/s79qXxBYrwpvdag/BZHYf8AoNe9nXv5LTl5Qf4I83Ae7j5Lzkfo1X5sfVhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5Txz4VtPG/hHV/Cl7hY9Tt2iVyM+XIPmikx/sOFb8K68Bi5YevCvHo/8Ah/wMMTQVWnKm+p8lfsteNLrw7qmsfBjxV/ouoWVzNJZI5/5aISLiBfXp5iY6jefSvr+K8EqsIZhQ1TSv+j/T7jw8mxDhKWGqb9P1PuCvhT6MKAOV8U+NvCngq3hufFGqQ6alwWEQkyXkK43bUQMxxkZwOMj1FY1sRTpK9R2PTyzJcZj5OGEpuVt7dPVvQ8tv/wBo74PiOS3OqzXkcilGEdpOAQwwR86LXDLNsNtzfgz6eh4eZ3dS9kotd5R/Rs+WPgN8VfD3wyvPECa79pls9SWDyTbxh23QM+MgsuMq9eLleOp0HLn2Z+n8c8L4nNqdB4eylG97u29vLyPpW0/ai+G15dwWcUGqh7iRY1P2dCAWOBwshY9ewJ9Aa9iOc0JNJX+4/OKvhnmsISqNwslf4n/lY+jq9Y/PT5w/aZ+JUPgjwHPotlMBrXiRHtIVU/NHbkYnl46fKdin+82R9019LwvljxGJVSS92Gvz6I8nN8WqVJwW8vy6mp+zl8PpPAXw5tTfxeVquuN9vugRhkDqBDEe/wAqYJB6MzCsuJcxWKxb5X7sdF+r+8vKcL7Kir7vU97r589MKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAKGp6XputWE+l6vaRX1lcrslgnQPG49CrcVpSqzpyU6bs11RE4RknGSuj5B8Yfsl26X/wDbvws1yXw/fIxeO3neTy0b/plcR5ljH1Dn3FfY4Pi98vssbDmXf/NbP8Dwq+SK/PQlZ/11OZj1D9sDwKPs81ofEdrFwjMkN7uA77oys5/4HzXU6eQ4nVPkfzX56GPNmNLRq6+//gk3/C6/2opR5CfDkI/9/wDsm/H6tLtpf2Hky1+sf+TR/wAiv7Rx3/Pr8H/mV5NN/a8+Ig+zXs58M2EvDHfFZAA9c+TuucY7dKaq5FhNYrnfzf56E8mY1tG7L7v+CeheAP2T/Cug3Kax44vG8Uaju8wwsCloHPOXUkvKc/3iFPda87MeLq9Vezwy5I/j/wAD+tTqwuSU4Pmqvmf4f8E+i/EXijwx4E0mG9126j02wVlt4QqM3OPlRI4wTgAdhgAV8n70nfdntpJKyNfSdW03XdPg1bR7qO8srld0csZyrDofoQeCDyDweaTVtGM0aQBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQByPjyPxBN4O1mDwtF52rz2zRW67ghy+FYqzEAMFJK5PUCqja+oj468eaCfhn8MNJ8FEA694ouRealsO47IMbIeM5Cuy4wSCwYjrXRB80riPsXwH4cXwl4P0fw+FAeztlE2O8z/ADyn8XLVzyd3cZ11SM8+8e/DnRfHlrEblnsNVsiHs9Rt+J4GByMEEblzztz15BB5q4TaEdvYwTW1lbW1zcNdzQxIkk7AK0rKoBcgcAseSB61DGWqACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgBKAPl74m/G+4e9Pgn4Zq2oavcP5D3cA8wIx4KQAcM/q/3V7ZPK7wpdZCbNr4VfBC38MyJ4o8YEal4ilbzgrnzEt3bknJzvlzyXPAP3f7xVSrfRbAkfRFYjCgDC8SeHdM8V6Jd+H9YRpLK9CiRUYo3yOHXBHTDKKcXZ3QjZhijgijghUJHEoRVHQKowB+VIZJQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUANZQ6lWAZWGCDyCD60CPz3+KvwF8Y+APFK+P/AIPx3D2qS/aFt7IFrmykP3lSMZMkJyRtAOASrAryf0XKeIMPiqP1XHtX2u9n8+j/AOHPl8bllSjU9rh9vLdFn9nXwP491b4q33xM8V6ZcabF/pc8klzC1v51zd5BWONgDtG5iSBgYAzmp4kx+Fhgo4OhJPZaO9ku5WVYarLEOvUVt/vZ+gNfnh9OFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5B/aN+Eeq3tzB8V/AIki8Q6Rsku47fiWVYeUnjxyZIwMEfxIBjlcN9lw1nEIp4LFfBLa/S/T0f5nhZtgZN/WKXxLf/M9A+CPxy0j4o6ZHp9+8dl4otY/9Jtc7ROFHM0Geqnqy9UPXjBPnZ7kNTBT54603s+3k/wCtTpy7MY148stJf1se/V88eoeZfEf4T+F/ifBZprxuIJ7Df5FxauFdRJjcpDKysCVB5GR2Iya48XgaeIS5+h9Jw9xTi8plJ4azUrXTWmnpZngM/wCyBp7SE23iyaOPPAezVzj6iVf5V5byCPSf4H3cPFqql72GV/8AF/8Aas9Q8E/s6+APClvINUtl8SXczAma+jUooXtHFyADnnJYn1rtw2U0aa95cz8z5rOvEHMsZJeyl7KK6Rbv83/wx7Bpnhrw7onOjaRZacf+nW3jh/8AQFFd8KUI/DFI+RxOY4rEfx6sperb/M5j4j/Evw18MdCk1nX5wZWBFrZoR51zIP4UHoMjcx4UdecA+rluV1sZV9nSXq+iPIxeMhQhzT+7ufIvwo8F+I/jp48k+L3xCiI0W1lBsbZgfKmaIny4o1P/ACwiPLH+N8g5JfH2Ob46lluG+oYR+8932v1fm/wXyPDwWHni6v1itt/X4L+up9+V+en04UAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHyX+1RKEtvCiSgvAZ7ppEBwWCiLoecHBPOK3odSWeWfCX4lah8N7lDqltcHwhrUr7Ccv5ToQpkjIADFRgSKACRg4yADpUhzeoJn3xpmp6frNjDqelXMd5Z3C7o5YmDKw+o/UdQeDXK1Yov0gCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD41uf+Ll/tGJB/rdN8Mtg9xtsjlsjoQ1w233FdHw0yep9lVzlBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBWvLy0061mvr+dLa2t0LySysFRFHUsTwBQkB8e+Mvib4o+LOrt4D+GMMqadJlbi75jaWPozO3/LKH/x5unfaeiMFFXkTc90+Gfwm0L4c2YkjC3uszpi4vWXB56pEDnYn6t1PYDOdRyGker1mMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9b9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5I+Lf7Ni6zqL+NfhjcDQ/EUb+e1ujGGKaUHPmROuPJlPqPlY8nack/YZPxN7OH1fGLmhtfe3r3R4eOyjmftaGkv6+44jw3+0x408A3i+FvjR4fuWngwv2uNBHclRxuaM4jmB/voygj+8a7sVwvh8VH22X1FZ9On+a9Hc5qOb1aL9niY/5n0t4d+OXwo8Txq2n+KLKCRv+WN6/wBkkB9Ns+zJ/wB3Ir5jE5DjqL9+k36a/kevSzLDz2mvnp+Z36eI/D0sfmx6tZvGf4luIyPzBrznhqqdnB/cdKrQevMjldb+LPwz8OxtJq3irTYigyY451ml4/6ZRb3P/fNddDKMZVdoUn91vxehjUx1CHxTR84eMf2t7a4l/sT4WaLPrGo3B8uG4uI22lj08q3TMkh9N23nsRX02C4PaXtMbNRiui/V7L8TycRnifu4eN3/AF0MvwR+z34w8f64vjr453s0rOQ6aaz/AL11ByFk2fLDGP8AnmmD1ztPXXHcRYfC0/q2Wx+fT5d35v8AEjD5XUrT9rin8v62Pt20tLXT7WGxsYEtrW2RY4oolCoiKMKqqOAAOgFfCznKUnKTu2fRRioqy2LNSUeba98WfA/hjxEfDOu37WV2IllLtE5iG/lVLqDyRz0x75q1TbV0K50On+N/B2qqG07X9Puc9kuYi34ruyPxFJxa6AdBFd2s+PJnjkz/AHGB/kakZYoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkn9qxc6f4Yb0muh+ax/wCFb0OpLOK8I2Fn4Q8Y6p8G/iBCt3oesTL9mkk+ULOwxBPG3VTIvyEr0bAPANXJ3XNEDsbj4T/E/wCGd7LqXwt1dtQ0923vYzFQ5Ho0b4ikOP4htb0FT7SMviCx0Gm/HnxDpZFt4+8EajYyrw09rE+0+4jlC8e4kapdJfZY7nvXhjxNpfi7SItb0gym2lZlAmjaJwynBBVh2PcZHvWUo2dmB0FIYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAcx4z8Qx+FPCur+IZCM2Fs7xg9GlPyxr/wJyo/GqiruwjwP9mPw9LFo2r+Mb0F7jV7jyY3bqY4iS7Z/2pGIPuta1nqkCPqOsBhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAGB4l8T6J4R0mbWtfu1tLWLjJ5Z27Ii9WY9gPr0yaai27IR8gXeoeOv2itbbT9NV9H8JWco3s2SgxyGkII8yUjlUHC+3LHosoLzFufWHgzwR4f8CaSuk6Db+WpwZpmwZZnH8UjY5PoOg7AVhKTbuxnXVIwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/X/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMbXPDug+JrJtO8Q6bbapaNz5VzGsig+o3A4PuMGt6GJq0Zc9KTT8jOpShUXLNXR8+a/8AsmfCnV5Hm09L/Q3bnbaT748/7s6yHHsCK+iw/F+Opq07S9V/lY8upkmHlrG6/rzOFf8AYt8Ol8x+Kr1U9DBGT+eR/Ku9cb1ba0l97OZ8Px/n/D/gnT6P+x/8NLGQS6pe6nqpHWN5UhjP4RoH/J65K3GWMkrQSj8r/np+BtTyKgvibZ7/AOFfAHgzwRCYfCuiWumbhtaSNMyuPR5WzI34sa+exeYYjEu9ebf5fdsenRwtKl/DjY7CuM6AoAKAPlX9qLwzaz6FpviyG3Y3lpcLaTSKOPIkVmXf/uuAF/3j6it6EtbCZ4b4Gtfg14gtI9P8ZSXvh7VFOwXMEubaYdmJkSXy29c/L3BGcDWXOthHvtn+zR8ONQgjvLHW9Su7aUZSWGe2dGHqGWEg1l7aQ7G5bfs2+B7bGzUtZOP+nmNf/QYhU+2YWPXPCfhTTvBulnSNLmuZoTK0266lMz7mABAJ6DgcAAZyepNRJ31A6epGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8u/tOWzXFj4UCqW3ag8fHPLquB+OK2o9RM6H9oH4ft4o8NjxHpkZOr6CpkGwfNLbD5nUY5JT76/8CA5NKlOzsDOj+DHxAXx74Sie7kDavpm23vQerED5Jf+2gHP+0G7UqkOVgj16sxhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHy1+054gkTSNH8G2RL3GrXHnyIv3ikXyxrj/adsj3Wt6C1uJnv/AIN8PxeFfC2k+HogP9Atkjcjo0mN0jf8Cck/jWUnd3A6apGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB578QfiT4f+Hemfa9Vk868mB+zWUZHmzEd++1AerEYHbJwKuEHLYR81eHvB3jP48ayni3xtNJYeHImP2eFMqHTPKW6nopx80pyT0GcfLs5KCstxLU+xdI0fTNB06DSdHtUs7K2XbHFGMAD19ST1JPJPJNc7d9WM0qQwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/9D9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDmfGXhyDxd4X1Xw5cYAv4GRGPRJB80b/APAXAP4VUXZ3EfCHwk8NeGfEPiLUfh/41smivJfM+yzxt5c8Nxb5EseeQcqCcMCAV4HJrpqSaXMhI9PvPgp8TPh9cSan8Mtfe6hzuNsWEMjY7NG5MMuPfHsKhVIy0kgsXtF/aK1vQLsaN8TfD81rcJw00CGKTHTc0EmAQfVWA9BSdFPWLHc+i/DHjrwn4xh83w7qsN42MtEDtmQf7UTYcfXGPSspRa3A62pGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBFLBDOEE8aSiNg671B2sOjDPQjsaAJSARg8g0AfE2twT/Ab4sw63ZRsPDGult8aD5ViZh5sYH96FiHT/AGcDPJrpXvxt1JPtO3uILqCK6tpFlhnRZI3U5VlYZUg9wRyK5iiagAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPjW0/4uX+0XLcn97pvhliV7rtsjtXB6Ya4bcPUV0fDAnqfZVc5QUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHh/xV+NGleAon0nSgmo+IZBhYAcxwbujTEc57hBye+AQTrCnfV7CbPN/h98G9Y8Wan/wnvxYeS5muSJYrGb7z/wB0zLxsQfwxADjg4HympVEvdiKx9axxxwxpFEoSONQqqowFAGAAB0ArAofQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/0f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5f8Y/CbxAPi7onjjwpCrWdxe29xfkOqeS0bDzWIJBZZEBztyS2eORW0ai5WmKx9QViMx9a8P6J4jtDY67p8GoW56JOgfafVSeVPuCDTUmtgPnTxP8As0aY8x1LwJqkui3aHfHDMzPEG7bJQfMT6nfW0a3cVjlF8d/HD4UMIfGOnNrukxnH2iT5xt9rqMEgn/pqCfanywlsI9l8I/HnwD4p8u3nuzot8+B5N9hFJ/2ZfuH2yVJ9KiVKSHc9nVldQ6EMrDII5BB7ishjqACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDz/4meB7bx/4Tu9EcKt2v76zlb/lnOgO3J9G5VvY+uKuEuV3EeQfs8eOLmS2uvhx4gLQ6norP9mWThjErYkiOf4om6D+6cDhautH7SBH0/WIwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5Dx74jXwl4O1jxASFks7djDnvM/wAkQ/F2WqhG7sI8T/Zj8ONZ+GdR8U3IJn1m48uNm5JhgyCc/wC1IWz/ALorStLWwI+m6xGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAJQB8vfE3433DXv/CE/DMHUNYuH8h7uAeYEY8FIAMhn9X+6vbJ5XeFPrITZs/Cr4IW/hqVPFHjAjUvEUp81Vc+ZHbu3JbJzvlz1c8A/d/vFVKt9FsCR9E1iMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9L9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAGsodSrAMrDBB5BB9aAPGvF3wI8AeKvMnjs/7Hvn58+xxGCfVovuHnrgAn1rWNWSFY8YbwH8b/hSxm8Gak2uaTGc/Z4/n+XPe1kJwT/0yJb3rTmhLcR1Xhj9pfTWm/s3x3pcujXkZ2STQqzxBu++Jv3ifQbzUyo9h3PozRfEGh+I7QX2hahBqFuerwOH2n0YDlT7HBrFprcDYpDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkL46eGtQ8G+JtN+LfhceVIkyC8Cj5RKBhXYD+GVco/v7tXRSldcrJZ9NeE/E2n+MPD1h4i0w/uL2MMUJyY3HDxt7qwIP59Kwas7DOjpDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPlT9pvXZ5bXQfA+n5kudTn+0yRr95gp8uFfozsfxWt6K3YmfRnhbQoPDHhzS/D9vgpp1tHCWH8TKPnb/gTZJ+tYyd3cZv0gCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoArXl5aafazX1/OltbW6l5JZWCoijqSTwBQkB8e+M/ib4n+LOrt4D+GMMqadJlbi75jaWPOGZ2/5ZQ/+PN077T0Rgo+9Im57p8MvhNoXw5shJGBe6zOmLi9ZeeeqRA52p+rdT2AznUchpHq9ZjCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5PxP4G8J+MYfJ8RaVBesBhZSNsyj/ZlTDge2cetVGTWwj501r9nTWtBuzrPwy8QTWtxHysM8hikx12rPHgHP8AdZQPU1qq19JIVihafGr4m/D64TTPiboD3cOdoudohkbHUrIgMMuB2GPdqfs4y+Fjue+eEfi14E8ZiOLS9TSC8fA+yXWIZsnsAeHP+4WrKVNrcLnpVQMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMvW9HsPEGk3miapH5tnfRNDKvfDDqD2IPIPYgGmnZ3EfJHwn1i/wDhX8QtQ+F/iOXFjfz/AOiStwnnMP3Tr7TLhT6MAOxreouaPMhI+y65ygoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD410L/i5f7RF3qx/e6b4cZmjPVcWh8uLB/2pj5g/Guh+7CxPU+yq5ygoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAMDxL4n0TwjpM2ta/dLa2sXGTyzseiIvVmPYD69MmmotuyEfIF3qHjv9orWzp+mK+j+ErOUb2bOwY5DSEY82UjlUHC+3LHotGC13FufWHgzwR4f8CaSmk6Db+WpwZpnwZZnH8UjcZ9h0HYCsJScndjOuqRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoArXdnaX9vJaX1vHdW8ow8Uqh0YehVgQaLgeBeLv2cPBeu77nQXk0C8bnEQ8y3J94mII/4AwA9K1jWa3FY828r4+/CPmMt4l0SHt813GEHtxPGAPT5B71fuSEeieEv2kfB2tFLXxFFJoF2eC0mZbcnp/rFAZf+BKAPWplRa2Hc+gLK/sdSto73TrmK7tpRlJYXWRGHsykg1i0Mt0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB88ftB/D9/EXh9PFekxkavoKl2KcPJbA7mAxzmM/OvtuxyRW1KdnZiZ2Hwd8fp4+8JQ3Fy4Orafi3vl7lwPllx6SAZ/3tw7VNSHKwR6vWYwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+b/g18X9V8f8Ajjxz4d1Qw/Z9JuWfTBEm1hbJK8TBzn5jwhz6k9sAfTZ1k0MLhqFWG8lr62v/AJnkZfj5VqtSEum3ofSFfMnrhQBxHxH8Sjwj4J1nXVbZPBbslue/ny/u48fRmBPsDVQjdpCPI/2ZfDR03wheeI51xPrlwdhPUwW+UX83L/pWlaWtgR9J1iMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPPfiD8SfD/w70z7XqknnXkwP2azjI82Yjv32oD1YjA7ZOBVwg5bCPmrw94O8Z/HjWk8W+N5pLDw5Ex+zwplQ6Z5S3U9FOPmlOSegzj5dnJQVluI+xdI0fTNB06DSdHtUs7K2XbHFGMAD19ST1JPJPJNc7d9WM0qQwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDzrxb8KvA3jQPJrGlol2/8Ay9237mfPqWXh/wDgYYVcZtbCsfP978EPiN4DuX1T4YeIJLhM7jbFxDK3oGViYZf+BbfpWqqRlpJCsW9H/aI8Q+HLsaN8T/D01vOnDTQRmGXH94wyYVgf7ysB6A0OknrFhc+ivC/j3wj4yiEnh3VYbuTGWgJ2TL/vRNhse+Me9Yyi1uM7CpGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAIVDAqwBB4IPegD4m1GOb4CfFqPUbdWHhbXs7kXO1YWYb0A/vQMQy99pAzya6V78fMnY+1YZoriKOeB1kilUOjqcqysMggjqCOlcxRLQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAENzMttbzXL/dhRnP0UZqoxu0hN2Vz4u/Y1s7a40vxVr00EbX8t6kP2gqPM2MnmMgbrtLYJHTIBr7bjSbU6VJPS2x8/kEVac+p9r18OfQhQB8nftMazcXsnh3wBpvz3OoTi5eMdWLN5MC/8CYv+IFb0VvJiZ9MeHdGt/Dug6boVr/qtOto4Af72xQCx92OSfc1i3d3GbNIAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDw74q/GjSvAcT6TpQTUfEMi4WAHMcG7o02O/cIOT3wCDWsKber2E2ec/D74N6x4s1P8A4T34sPJczXJEsVjNwz91My8bEH8MQA9DgfKanUS92IWPrSOOOGNIolCRxqFVVGAoAwAAOgFYDH0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9b9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDJ1jQtG8QWZsNcsINQtm/5ZzoHAPqM9D6EYIpptbAfO3ij9mjR55TqPgjUpdEu0bfHDKzSQhh02SA+Yn1y/0rWNZ9RWOQHjP45/CciLxZYNr+kRcfaJCZRt9RcoCyk/8ATUE+1VywlsI9h8I/H3wD4n2W91dHQ71uPKvcLGT/ALMw+THpuKk+lZypSQ7ntSPHKiyRsHRxlWU5BB6EEVmMfQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAedfFHwLB4/8ACV1o+FW+i/f2Uh42ToDgE9lcZVvY56gVcJcruJnlX7PHjqe8sLn4fa6Wj1TQ9wt1k4cwK21oznndE3GP7pAH3TV1o/aQI+mqxGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB4H468P/HHxJ4tuLXwp4jt/C/hiG2iMM6xRzSzTN/rAwILqVPoQuMdTnH0GAxGW0aClXpuc7vySX5Hl4mli51GqcuWJx8nwc+OcvL/F+5B/2YHX/wBBkFdqzrLV/wAwi+//AIBg8vxT/wCXxJb/AAj+PFmwkt/i5K7DoJrYyD8pGYfpSlnGWS0eE/EawGLW1Y9O0+x8faF4J8Sf8J5r1rr1xHZTvBPbWwtmVVhYtvC4UknGMKMe+ePKqVMLUxFP6tBxV1e7v1OuMa0KU/bSvo+h4t+xlHjwLr8v9/Vtv/fMEZ/rXucbP/aaa/u/qzgyBfupPz/Q+w6+MPeCgD418If8XK/aB1LxG373TdALvCeqkQfuIMf7zZlH0NdEvdhYk+yq5ygoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAEoA+Xvib8b7lr0+Cvhmp1DV7hvIe7gHmBGPBSADIZ/V/ur2yeV3hT6yFc2fhV8ELfw1InijxgRqXiKVvNCufMjt3Y5LZOd8uerngH7v94qpVvotgSPomsRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/1/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAQgMCCMg9QaAPHvF3wM8AeLPMn+w/2TfPz9oscR5P+1Hjy256naCfWtI1ZIVjxST4c/Gn4WO1z4F1VtZ0xDuNtHySOp3WshZcn1jJb6Vpzwl8QjpfDf7S1rHP/AGX8QNHm0i8jOySaBWKK3ffC/wC8T8C59qUqP8o7n0ZoXiXQPE1r9t0DUYNQh7mFwxUnsy/eU+zAGsWmtwNykMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+P/AI3+HNQ8C+LtN+LXhdfLzOovFUfKJgMZbH8EyZR/fvlq6KTuuViZ9Q+F/Een+LNAsfEOltut76MOAeqN0dG/2lYFT7isGrOwzfpAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHP8AiywuNV8La5ploM3F7p9zbxD1eSJlX9TXRhKihWhOWyaf4mNeDlTlFdUz5Y/Y21C0Twj4h8Pu4TUrXVTcSQNxII5IY4wSp54aNgfQ9a+s40py9vTqr4XG1/m/8zx8hmvZyh1ufY9fFnvHAfFHxN/wiXgTWtYR9lwIDDbkdfOm/doR/uk7voDVwjd2EzzP9mrwz/ZHgibXZk23Gu3BdSRz5EGY0H/fW8/QirrSu7Aj6LrEYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAVry8tNOtZr6/nS2trdC8ksrBURR1LE8AUJAfHvjP4m+KPizq7eBPhjDKmnSZW4u+UaWPOGZ2/wCWUP8A483THO09EYKK5pE3PdPhl8JtC+HNkJIwL3WZ1xcXrLg89UiB+4n6t37AZzqOQ7Hq9ZjCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5jxJ4M8LeL4Ps/iPS4L4AYV3XbKg/2JFw6/gRVRk1sI+ctd/Zw1HSLs6x8NdfmsbqPJSGd2jcdyEuIsH2AZfq1aqtfSQWMu2+MPxV+HM6ad8StCe+tgdq3JURucf3ZowYpMDtjPqafs4y+Fhc948I/GHwH4y8uHT9SW0vZMD7JeYhlyey5O1z/ALjGspU2gueoVAwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPPZ/if4Pg8f2/w0a8ZtfuYjKI1QmNSIzKEd+gcoCwHpjuQD6McqrvCvGW9xf8N+ZyPGU1WVC/vHoVecdYUAFABQBka/omn+JNGvdC1SPzbS/iaKQdxnoynsynBB7EA007O4j5O+D+t6h8M/Hmo/CrxLJttruf8A0SQ8L55A8tlz/DOmP+BADrmt6i5o8yEj7IrnKCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5jT/AAX4U0rX73xTpmkW1prGooY7m6iTa8qswdt2OCWZQWOMkjmuqpja86Sozm3FbIxjh6cZupGOrOnrlNj5I/aT1a51fU/DXw80w77i9mW4dB3eVvIgB/EuT+Fb0Va8hM+o9E0m20LR7DRbMYg0+3jt09SI1C5PucZNYt3dxmpSAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAwPEvifRPCOkza1r90traxcZPLOx6Ii9WY9gPr0yaai27IR8gXeoeO/2itbbT9MVtH8JWcg3s2SgxyGkIx5spHKoDhfb7x6LRgtdxbn1h4M8EeH/AmkppOg2/lqcGaZ+ZZnA+9I3c+g6DsBWEpNu7KOuqQCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAguba2vIJLW7hS4glG145FDow9CrZBFAHg3i79nTwP4g8y50YP4fvG5zbjfAT7wsRj6Iyj2raNZrcVjy/+zvj58I+dPlPiTRIf4F3XUaqO3lnE0YA67PlHrVXhIWp6B4T/aU8J6sUtPE9vLoN3naXOZbcnp95QHX8VwO7VMqLWw7n0Hp+o6fq1ql9pd1De2svKSwOsiH6MpIrJqwy7SAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAKeoX9rpdhdanfSCG1soXnmkPRY41LMx+gGaunTlOShHd6EzkopyeyPy/+D2oav4//aKtPE6jEtxfXWozbicRwbHGzIz91WVF7dBX6nnNOnhcpdHskvn/AFqfHYGUq2MU/Ns/Uyvyk+zCgAoAKACgD5x/aF8Aya5ocfjLR0K6toK7pDHw72wO4kEc5iPzj23d8VtSnZ2Ymd58IvH0fj/wlBfTOP7UssW98g4/eAcSY9JB83pnI7VFSHKwR6lUDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPjX4f/APFyPjxrHi9/3unaKXeA9Vwg8i3+mQDJ9RXRP3YWJPsqucoKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA89+IPxJ8P/DvTPteqyedeTA/ZrOMjzZiO/8AsoD1YjA7ZOBVwg5bCPmrw94O8Z/HjWk8W+N5pLDw5Ex+zwplQ6Z5S3U9FOPmlOSegzj5dnJQVluI+xdI0fTNB06DSdHtUs7K2XbHFGMAD19ST1JPJPJNc7d9WM0qQwoAKACgAoAKAPIrH4s2l58X9U+Ez6c0MthZpcx3plBErtHHKYxHt4wknXceVPHSvYqZRKOAjjlLRu1u263+RwRxyeJeHtt1PXa8c7woAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/S/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOA8W/DDwR41V31vS4zdMOLuH91OD6l1+9jsG3D2q4za2FY+fNQ+BHj3wTdPq3wv8QSSY5+zu4glYDop/5Yy/8DCj2rVVYv4kKxLpX7Qfirwrdro/xQ8PSpKvBniTyZiB/F5b4R8+qMo9KHST1iwufRHhX4h+DvGkanw/qsNxNjJt3Plzr65ifDYHqAR71jKDW4ztakYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHzf8AtT+KX8O/Cq6sbd9lxr9xHp4x1EZzJL+BVNh/3q+m4Twiq41Se0Vf9F/meTnNbkw7S66HzL8FdAufh/8AtD6P4ZvMrPPpi+crcbZZ9NW6kT/gL5X8K+ozzELFZVOtHZP8pW/I8fL6bpYyMH2/S5+lVfmJ9cFABQAUAFADWVXUo4DKwIIPIIPY0AfE86zfAP4trOgZfCuv9QMlVhZuR/vW7nI7lD/tV0/HHzJPteOSOWNJYmEkbgMrKchgRkEEdQa5ih9ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB5v8W/E3/CKfD/WdSjfZcywm1t8HB82f5AR7qCX/AOA1dON2JnC/s3+Gf7F8B/2vMm2412dp8nr5MeY4h+YZh7NV1pXlYEfQVYjCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA8O+Kvxo0rwHE+k6UE1HxDIuFgBzHBu6NNjv3CDk98Ag1rCm3q9hNnnHw++DeseLdT/AOE9+LDyXM1yRLFYzfefupmXoqD+GIAehwPlNTqJe7ELH1rHHHFGsUSBI4wFVVGAABgAAdAKwGPoAKACgAoAKACgAoA+GPF/m+Ff2wPD+qvJmPXorbAAxhZ4HsAp9fnTP5V95g7V8hqQX2b/AIPmPm6/7vMYy72/yPuevgz6QKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/9P9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDN1XRtJ120aw1mygv7Z+sc6LIufUBgcH0I5FNNrYD538Vfs0eH7yRr/wbfS6Hdqd6ROWlg3DptbPmJz33NjsK1jWfUVjih4o+O/wlOzxHaN4h0aHgzvmdQo7i4QeYnt5oP0quWEthHrfhH9oLwH4l8u31CdtBvW4Md4R5RP8Aszj5ce77fpUSpNDue4RSxTxrNA6yRyDcroQVYHoQRwRWQySgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPG/id8L7j4i+IfBV5NdRR6R4dvZbu+tpAxa4z5ZjVcAjGUKtkj5WOPSvayvNVhKVaKXvTVk+29zz8ZgnWnTbeiep84eN3OmftgeHrocfazZj6+bC1v/wDWr6XArnyGpHtf8Hc8nEe7mMX6f5H3nXwB9MFABQAUAFABQB5r8VvAcPxA8JXOmIqjUbf/AEixkPGJlH3Sf7rjKn6g9quEuV3EzzT9njx3NqelT+BNbZk1XQQRCsnDtbqdpQg87oW+Uj+6V9DV1o2d0CPpWsRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB8iftG6lc+IPEXhj4caY26a5lWeRRyPMnbyYc+m0byfY5rooqyciWfVmlabbaPplnpNkuy2sYI7eIeiRqFH6CsG76lF+kAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAlAHy98TfjfcNenwT8MlOoavcP5D3cA8wIx4KQAZDP6v8AdXtk8rvCn1kK5s/Cr4IW/hqRPFHjEjUvEUreaqufMjtnY53ZOd8ueS54B+7/AHiqlW+i2BI+iaxGFABQAUAfOfxn0v8AaAvL+GT4WajBFpJhVZbaMwRXXnAncxknXG3GMbXB68dz9JklXK4xaxsXzd9bW+X+R5OYQxjf+zvT5X/E4zTvg/8AtA31nb3GrfFS40+4lRWlgjDyeWxHKbldVbHTI49K7qmc5XGTVPCpruc8MBjGk5VrGzF8Dvi4eZ/jPqi+yW7n9Tcj+VYPPcD0wa+//gGiy3Ef8/3/AF8zoNJ+DnxBsb61u734t61exwSpI8PlBVkVSCVO+Rxgjg5BrnrZ1hZRcY4SKv8A12NKeX1k03Wb/r1PoavnD1j4V/aVP9m/Gb4ba2vysj23zf8AXC9D/pvr73hj38vxNP1/GJ81m/u4mlP0/M+6q+CPpQoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//U/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgBOvWgDyXxd8EvAHi7zJ5dP/ALNvnyftNjiJifVkxsb3JXPvWkakkKx4dL8L/jH8MJWu/h/rDatp6ksbZCASOp3W0pZGPbKEt6YrXnhL4hHQeHf2lBa3P9k/ETRJtLu4jtkmgRgFP/TSCT51/AsfapdHrEdz6M8P+KvDniq1+2eHtSg1CIY3eU2WTPZ0OGU+zAGsXFrcDoKQwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+B/jOfI/am8BSLwZJNHz/wACvXT+VfoOSa5LXX+L/wBJPmcw/wB/p/L8z74r8+PpgoAKACgAoAKACgD48+NOgah8PfGmm/Fnwwm1JpwLxBwvn4wd2P4Z0yG/2snqwropvmXKyWj6o8N6/p/inQ7HX9Lffa30QkXPVT0ZG/2lYFT7isGrOwzbpDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAQkKCScAdSaAPjf4YA/Eb43a745lHmWOlF3tyeR8w8i2GP+uYZvqM10T92CRKPsmucoKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoArXl5aadazX1/OltbW6F5JZWCoijqWJ4AoSA+PfGfxN8UfFnV28B/DCGVNOlytxd8o0secMzt/yyh/8ebpjnaeiMFHWRNz3T4ZfCbQvhzZCSMC91mdcXF6y4PukQP3U/Vu/YDOdRyHY9XrMYUAFABQAUAFABQAUAFABQB8R/tkWE9vH4L8UwqdlhdT28jf7T+XLGP8AyG9fc8F1E3Wovqk/zT/NHzufwfuTXmfa8MsdxDHPE26OVQ6kd1YZBr4dpp2Z9CnfVEtIYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDnPEXhHwz4stvsviLTINQQDCtIv7xM/3JBh1/wCAkVUZNbCPnLxB+zbPp91/a/w412bTbuMlo4Z3ZSp9Enjww9gyn3atVW6SQWMWD4s/Fz4aTJY/EXRG1KyB2i5YBGP+7cRhon47EbvUin7OMvhFc908I/GfwD4w8uC11EWF6+B9lvcQyE+isTsc+ysT7CspU5Idz1aoGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHhfjL9ov4YeCdUutE1G+uLzUbFvLngs4GkKOOSpdtiZHcBjg8HmvewXDeMxMFUhFKL2bf8ATPNxGa0KUnFu7XY+G/iJ8Wrbxz8YdA8d+FtJupv7IayFvZzqPNnktZ2mC7Yi/wB4nGASa+8y3KHhsBUw1aS9692tldW62PncXjlVxMatNbW/Bn6X+CtS8Rax4W0zU/Femro+sXURkuLNGLCLLHYDnkEptJU8qSQelfmGOpUqdaUKEuaK2Z9bh5zlTUqis+x1NchuFABQAUAFABQBieItA0/xRod9oGqJvtb+Ixv6qeqsv+0rYYH1FNOzuB8rfBjX9Q+HXjbUvhP4nfbFPOfsbnhfPxlSuf4Z0wR/tYHUmt6i5lzIlH2JXOUFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB5d8ZfE3/CLfDzWLyN9lzdx/YrfsfMuPlJHuqbmH0q6cbyEzl/2dvDP9hfD6LUZk23OuStdsSOREPkiH0wC4/3qqs7yBHvNZDCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAwPEvifRPCOkza1r10traxcZPLO3ZEXqzHsB9egJpqLbshHyBd6h46/aK1s6fpqvo/hGzlG9myUGOQ0hGPNlI5VAcL7cseiygvMW59YeDPBHh/wJpCaToNv5anBmmfBlmcD70jcZPoOAOwFYSk27so66pAKACgAoAKACgAoAKACgAoAKAPOvir8P7f4meCb/wrLMttPMUmtrhl3CKaJsq2B2Iyp9mNellOYvB4iNdK66rujkxuFVek6Z13h/TptH0HS9IuZ/tU1hZwW0k2NvmNFGEL4ycbiM4zXHiKqqVZVErXbf3m9KDjCMW9ka9YmgUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/1v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgCKeCG6he3uYlmhkG10cBlYHqCDwRQB4V4u/Z48C+I/MuNLjbQLxud1qAYSf9qE4AHshStY1WhWPKv7C+PXwj+bRbg+I9Fh6RJuuUCjsYWxLH7+Wce9XeEtxHc+FP2lvDOoutl4ttJdCuwdrSAGaDcOOcAOnPYqQO5qZUX0Hc+htM1XTNZtEv8ASLyG+tn+7LA6yIfxUkZ9qyatuM0KQBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB4X4t/Z0+F3jLWLrXtSsJ7fUL5/MnktZ3jEjnqxQ7lBPfAGTyeSa97B8SY3D01ShJNLa6PNr5TQqyc2tWbngT4J/Dr4dXh1Pw5ph/tEqUF3cyNNKqsMEJu+VMjglQCRwTjisMfnmLxceSrL3ey0Rphsuo0XzQWp6xXkHcFABQAUAFABQAUAFAHzZ+0P4Dl1XSYfHOiqyaroIDTNHw7WynduBHOYm+YH0LegralLWzEz0f4T+PIvH/hK21KRlGpW2Le+jHGJlH3wP7rj5h26jtUVIcrBHplQMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPkD9oW9ufFPjHwv8ADfTWy7yJLLjkCS5by0LD/YQMx9mropKyciWfWlhY22mWFrptmuy3s4kgiX+6kahVH4AVg2UW6QBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB578QfiT4f+Hemfa9Vk868mB+zWcZHmzEd/8AZQHqxGB2ycCrhBy2EfNXh7wd4z+PGtJ4t8bzSWHhyNj9nhTKh0zylup6KcfNKck9BnHy7OSgrLcR9i6RpGmaDp0Gk6Pax2dnbLtjijGAB/Mk9STyTyea5277jNKkMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOU8QeOPCXhS80zT/EOrQafc6xL5NokpOZHBA7AhRkgbmwMkDNdeHwFevGU6UG1Hcwq4mnTaU3Zs6uuQ3CgAoAKACgAoAKACgAoA4XxX8NvBfjRWOvaVFLcEYFzGPLnHp+8XBOOwbI9qqM2thHzzqfwC8Z+D7t9Y+F3iGXcOfs8j+RMQOilx+6k+jhRWyqp6SQrBpvx98a+DrtNI+KPh6UsOPtEcfkTMB1YIf3Un1QqKHST1ix3Pobwp8SvBfjRVGg6rFJcEZNtJ+6nHr+7fBOPVcj3rGUGtwO6qRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFADJI0lRopVDo4KsrDIIPBBHcGgD4ojM3wC+LRjJZfCuv9zkqsDNwf8Aet3P1KH/AGq6fjj5k7H2wjpIiyRsHVwCCDkEHoQfeuYodQAUAFABQAUAFABQAUAFABQAUAFABQAUAFADXdI0aR2CqgJJPAAHUmgD45+EKP8AEH4xeIfiDcKXtbAu1uW7GXMMA/CFW/HFdFT3YqJKPsiucoKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPDvir8aNK8BxPpOlBNR8RSDCwA5jg3dGmx37hBye+AQTrTp82r2E2ecfD74N6x4s1P/hPfiw8lzNckSxWM3DP3UzL/Cg/hiAHHBwPlNzqJe7ELH1rHHHFGsUSBI4wFVVGAABgAAdAK5xj6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAy9cuZbPRdSvLfiW3tZpU/wB5EJH6itaEVKpGL6tGdWTUG0flR8Fvh7rXxK8Q3Tz2L6lpWWttRumlUS2r3qSFLpPMPzujJuPBJ6dwR+tZ5mNPB0klK0t0rb2tpp6nxeAwkq83pddfK/U/WS1hNtbQ27SNM0SKhkfG5yoxubHGT1NfkUpczbsfbRVlYnqSgoAKACgAoAKACgAoAKACgDP1LStM1m0ew1azhvrWT70U6LIh98MCM+9NO2wHzz4s/Zq8M6i7XvhO7l0K7B3LGSZoNw5GMkOnPcMQOwrWNZ9RWOG/tz49fCT5dZtz4j0WHgytuuUCjv5y4lj9vMGB6VVoS2Eeq+Ef2h/AviLZb6rI2gXrYBW6IMJP+zOBgD3cLUSotbDue6wTwXUKXFtIs0Ug3I8ZDKwPQgjgishktABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB5f8W/AUfj/AMI3FhCq/wBp2ebixc8fvVHKE+kg+U9s4Parpy5WJnAfs8+PZNa0WXwXrLFdW0BdsYk4d7ZTtAIPOYj8hHpt96urGzugR9H1iMKACgAoAKACgAoAKACgAoAKACgAoAKACgDyT43eJv8AhGPhzqssb7LnUVFhBzg7p8h8e4jDke4q6cbyEzK/Z98M/wDCP/Du0u5U23OtO18+euxsLEPpsUMP941VWV5Aj3CshhQAUAFABQAUAFABQAUAFABQAUAFABQAUAJQB8vfE3433DXp8E/DMHUNXuH8h7uAeYEY8FIAMhn9X+6vbJ5XeFPrIVzZ+FXwQt/DMqeKPGBGpeIpT5oVz5iW7tyWyc75c9XPAP3f7xmpVvotgSPomshhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOP+IOrroPgXxJrLc/YtMupVB7ssTbR+LYFdmXUfa4mnT7tfmc+KnyUpy8mfHX7FeqKtx4v0Nzh3W0ukHfCGRH/9CSvtON6WlKovNfl/wTweH56zj6H3rX5+fTBQAUAFABQAUAFABQAUAFABQAUAFABQB5V4u+DHgHxh5k13pwsL1+ftVliGQn1ZQCjn3ZSferjUaFY8Kn+Evxc+Gkz33w61ttSswd7WykIxH+1byFon44yDuPYCtfaRl8QrG1oH7SVxp11/Y/xI0KbTruM7ZJrdGUqfV4JMMPchj7LSdHrFjufRnh3xf4Z8W232rw7qcF+gGWWNv3if78bYdf8AgQFZSi1uB0lSMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+OPjFoeofDXx3p3xW8Mx7be6n/ANLjXhfPIO9Wx/DOmc/7QJ6kV0U3zLlZLPq/w/rmn+JdFsdd0uTzLS/iEsZ7jPVW9GU5UjsRWDVnZlGxSAKACgAoAKACgAoAKACgAoAKACgAoAKAPj349XU/jH4geGPhvp7nCujTlf4ZLlgMsP8ApnEu76NXRS0i5Es+urS1gsbWCytUEcFtGsUaDoqINqgfQCucosUAFABQAUAFABQAUAFABQAUAFABQAUAFAFa8vLTTrWa+v50tra3QvJLKwVEUdSxPAFCQHx74z+Jvij4s6u3gP4YQypp0mVuLvmNpY84Znb/AJZQ/wDjzdO+09EYKKvIm57p8MvhNoXw6shJGBe6zOuLi9ZeeeqRA/cT9W6nsBnOo5Dser1mMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9L9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAM3V9I03XtMutG1i2S7sL2MxTwvna6HqDjB/I1rRrTpTVSm7NEVKcZxcZK6Z8K+AYovh/wDtZa34dhQW1prBuoo0XhFS4jW+jVR0wCoUflX3uYSeKyOFV6uNvwfKz5vCpUcwlBbO/wCOp9+V+en04UAFABQAUAFABQAUAFABQAUAFABQAUAFABQBga/4W8O+KbX7H4h0yDUIgML5qAsme6OMMp91INNSa2EfOXiL9mtba5/tb4d61NpV3Ed0cM7thT/sTx/Ov4hj71sq3SQWMCP4n/GP4XyJafEDR21bT1IUXLgAkdttzEGRj3w4LeuKfJGXwiue3+Efjd4A8XbIItQ/sy+fA+zX2ImJPZXyUbPYBs+1ZypyQ7nrYIPI5BrMYtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAGD4n8O6f4r0G+8P6om62voihPdG6q6/7SsAw9xTi7O6A+XPgl4i1DwF4w1L4S+KH8sPOxs2b7omxnC5/hmTDL79stW9Rcy5kSj7BrnKCgAoAKACgAoAKACgAoAKACgAoAKAI5pYreJ553EccSl3ZuAFUZJP0FAHx78FIpfHfxU8SfEa7QmG1Lm33fwtcZSID/chUqfqK6KmkVElH2NXOUFABQAUAFABQAUAFABQAUAFABQAUAFAGB4l8T6J4R0mbWteultbWLjJ5Z27Ii9WY9gPr0yaai3sI+QLvUPHX7RWtnT9NV9H8JWcg3s2SgxyGkxjzZSOVQHC+3LHosoLzFufWHgzwR4f8CaQmk6Db+WpwZpnwZZnA+9I3GT6DgDsBWEpNu7KOuqQCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+Bv2hh/wiHx68EeNY/3cUwtJJm6bjbXBWXJ9DEyqa/QeHP3+WVsO/P8Vp+J8xmv7vFwq+n4M+ovE/xv+FfhJjFqviW1ecHaYLQm6kB9GWEPt/4FivlMLkWNr606bt56fnY9mtmOHp/FP7tT1KGaO4hjnhO6OVQ6nBGQwyODz09a8qSadmdqd1dEtIYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBHLFFPG0MyLJHICrK4BUg9QQeCDQB4h4u/Z+8B+JfMuLCBtBvXyfMswBET/ALUB+XH+5s+taxqyQrHkZ8LfHf4S/P4bvG8Q6NDyIEBnUKOxt3/eJ7+UT9a05oS3Edp4V/aX0C8kFh4ysJdDu1Ox5UDSwbhwdy48xOe2Gx3NQ6L6DufRGlazpOu2i3+jXsF/bP0kgdXXPoSpOD6g8ismmtxmnSAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5m/aH8Cz32nW/xA0MNHqmhbTO0fDmBW3LICOd0Tc5/uknsK2pS+yxM9T+FvjqDx/4StdXJUX8P7i+jHG2dQMkDsrjDL9cdQaiceV2A9GqBhQAUAFABQAUAFABQAUAFABQAUAeOfHfxN/wjfw51FYn2XOrY0+LHX96D5h/79hvxIrSlG8hMj+Avhn/AIRz4c6fJKm251gm/l9cSgCL/wAhhT9SaKsryBHs9ZjCgAoAKACgAoAKACgAoAKACgAoAKAPPfiD8SfD/wAO9M+16pJ515MD9msoyPNmI7/7KA9WPA7ZOAbhBy2EfNXh7wd4z+O+sp4t8bzSWHh2Jj9nhTKh0zylup6KcfNKck9BnHy7OSgrIR9i6Ro+maDp0GlaPapZ2Vsu2OKMYAHr6knqSeSeTzXO3fcZpUhhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/1P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDzz4pa1400Dwbean4B0pdY1qJowkDK0mIycO6xqVZ2A6KDnvzjFejlVDD1cQoYqXLHv/wAHocmNqVYUnKirs/PXxN+0T8e7eZrLU7t9AkPBiFhHA/8A5GRnH4Gv0bC8N5Y1zQXN/wBvX/I+Xq5ri07SdvkeO3eseNviRrdjY6jqF94g1K4lEFrHPK8pDSkDbGpyFBwCcADjJr2YUcNg6cpQiopauxwyqVa0kpNtn6eeAP2efhv4BaK9gsTq+qRYIvNQxKyt6xx4EaYPQhdw/vV+W5hxHi8VeLlyx7L+rn1+GyqhS1td+Z7nXgnpBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBxfir4eeDvGcZXxBpUNxNjC3Cjy519MSJhuPQkj2qoza2EfO2q/s+eKvC122s/C/xDNHKvIglk8mYgfw+amEf6Oqj1NbKqnpJBYh0/47ePvBF1HpPxQ8PySAcC4RBBKwHVhgeTL/AMAKj3odKL1ixXPoPwl8UPBHjQImiapGbpv+XSf91OD6BG+9j1TcPespQa3Hc9AqBhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAEcsUU8TwTIJIpVKOjDKsrDBBB6gigD4psZJvgH8WpLGdmXwrr2MM2Sqws3yMT/egYkN3KEn+IV0v34+ZOx9sqysAykEHkEdCK5ihaACgAoAKACgAoAKACgAoAKACgD46+N80vjn4n+GvhxZufLt2T7Rt/he4IaQkf7EKhh9TXRS0i5Es+wIIIraGO2t0EcUKqiKOiqowAPoK5yiWgAoAKACgAoAKACgAoAKACgAoAKAPDvir8aNK8BxPpOlBNR8RSLhYAcxwbujTY79wg5PfAIJ1p0+bV7CbPOfh98G9Y8Wan/wnvxYeS5nuWEsVjNwz91My8bUH8MQA9DgfKanUt7sRWPrSOOOKNYolCRxgKqqMAAcAADoBWBQ+gAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9X9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAK91aWl9C1vewR3ELdUlUOp+obIqozlF3i7EyimrNGbp/hvw7pEzXOlaRZWMzAgyW9vHExB7EooNa1MTVmrTm2vNsiFGEXeMUvkbVYGoUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAUtQ07T9WtXsdTtIb21l+/FOiyIfqrAimnYD588W/s1+E9WL3fhi4l0G7zuCDM1uT1+6xDrz/dbA7LWsazW4rHAf2h8fPhHxfRnxJokP8AG266jVB38wYmjwOm/wCUehqrQl5C1PT/AAj+0X4I8QeXb60X8P3jcYuDvgJ9plAx9XVR71EqLWw7nvNtdW17BHdWcyXEEo3JJEwdGHqGXII+lZDJ6ACgAoAKACgAoAKACgAoAKACgAoAKACgDyn4weAE8f8AhKa1t0B1WwzcWLdy4HzR59JBx6Z2k9K0pz5WJnF/s9+P38QaA/hLVnI1bQVCKH4eS2B2rkHnMZ+Rvbb3JqqsLO4I+iqxGFABQAUAFABQAUAFABQAUAQXNzBZ2013cuI4YEaSRj0VVGST9AKAPkP4EW0/jT4i+JviRfodsbOIN38L3JOAD/0ziXb9GFdFXSKiSj7DrnKCgAoAKACgAoAKACgAoAKACgBKAPl34m/G+4e9Pgr4ZhtQ1e4byHu4B5gRjwUgAyGf1f7q9snld4UushNm38Kvghb+GZU8UeMCNS8RSt5oVz5iWztyTk53y55LngH7v94zUq30WwJH0RWQwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/1v04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPMPF3wf8B+MvMm1DTVtb18k3dniGXJ7tgbXP++pq41GhWPBrn4O/FT4czyaj8Ndde+tgd7WwYRO3+9DITDJgd8g+grX2kZfEFjU0L9o7UdHu/7G+JegTWN1H8rzQI0bjtl4JcH3JVvotJ0b6xC59GeGvGnhbxfB9o8O6pBfADc0atiVB/txth1/EVlKLW4HUVIwoAKACgAoAKACgAoAKACgAoAKACgD41+LejX/AMLfiDp3xS8OR4s76f8A0uJeE85h+9Rv9mZMn2YE+ldFN80eViZ9a6HrNh4i0iy1zS5PNs76JZY274bsfQg8EdiCKwas7DNWkAUAFABQAUAFABQAUAFAGfqum2us6Xe6RfBjbX8ElvKFO0lJVKNg9jg9aadtQOe8D+B9E+H+inQ9D814WlaeSSdg0jyMAMsVCjgAAYA4HrTlJyd2I7GpGFABQAUAFABQAUAFABQAUAVry8tNOtZr6/nS2trdC8ksrBURR1LE8AUJAfHvjL4m+KPizq7eA/hjDKmnSZW4u+Y2lj6Mzt/yyh/8ebp32nojBRV5E3PdPhl8JtC+HNkJIwt7rM64uL11556pEDnYn6t1PYDOdRyGker1mMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1/04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAxNd8N6B4mtDZa/p0GoQ84WZAxUnurfeU+6kGmm1sI+cvEv7NNok/8Aanw/1ibSLyM744Z2YordtkyfvE/EOfeto1u4WOaT4i/Gn4WOtv450pta0xDtFzJzkdtt1GGGT/00Bb6U+SEthHtXhH46eAPFnlwG+/sm+fj7PfYjyf8AZkzsbnoNwJ9KzlSkh3PYgwYBlIIPII71mMWgAoAKACgAoAKACgAoAKACgDnfFfhrT/F/h+/8O6muYL2MpuAyY3HKOvurAEfSnGVndCOE+DngbxF8P9AvNF16+hvEa6aW1SAsyxoQAeXCkbjztAwOuck1dSSk7oEeu1mMazKilmIVVGSTwAKBHiXi/wDaA+HnhVpLaG8bWr1Mgw2GJFB9GlJEY98FiPSrVNs8jE53h6WifM/L/M8dPxz+L3jd2j+H/hTyLdjtE4ie5ZT7zMEhH/Alq+SK3PKecYyvph4fhf8AHYePAn7TfiY+Zq3iQ6QH6r9s8jj/AHbJSv4Uc0UNYPM6rvOdvnb8hf8AhnD4hXnz6n453OevzXEv6sy0e0Qf2DiJfHU/MP8Ahmvx3bfPYeOMOOn+vj/VXNHtEH9gV18NT8xD8Nv2kfDn7zR/FZ1MLysYvpJPw2XahP1xRzRYPAZlT1hO/wA/8yI/GD45+BD/AMV14Y+3WkZ/eTtCYvwE9vuhH/fJo5IvYX9qY6h/Hhden6rQ9U8I/tHfD/xG0dtqcsmgXj8bbzHkkn0mX5QPdwlS6bPSw2e4eppP3X57ff8A52PeoJ4bmFLi3kWWGUBkdCGVlPQgjgg1me1GSauiWgYUAFABQAUAFABQAUAFAGB4l8T6J4R0mbWteultbWHgE8s7HoiL1Zj2A+vTJpqLewj5Au9Q8dftFa2dP01W0fwlZyDezZKDHIaTGPNlI5CDhfUfePRZQXmLc+sPBngjw/4E0lNJ0G38teDNM2DLM4/ikbufQdB2ArCUm3djOuqRhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9D9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAY6JKjRyKHRwVZWGQQeoINAHivi74B+AfFHmXFranRL18nzbLCoT/ALUJ+THrtCk+taRqtCsePHwX8cvhOTL4Sv21/SIufs8eZRtHY2rkspP/AExJPvWnNCW4jrvC/wC0vo88o07xxpsui3aHZJNErSRBh13RkeYn0w/1qZUX0Hc+itH13RvENot/od/BqFsf44HDgH0bHQ+xwayaa3Ga1IAoAKACgAoAKACgAoAKACgDy34jfFvwt8OLbbqMn2zVJF3Q2EBHmN6M56Rp/tHk9gcVUYNnm47M6WGVpavt/Wx81R2nxl+P8nnXMv8AYHhWRvlHzRwMv+ynD3B9ydmehXpWvuxPBUcZmDu9Ifh/wf62PePBvwA+H3hNY5riy/ty/Xkz3wDoD/sQ/wCrA9MhiPWs3UZ7GFyTD0tZLmfn/ke2RxpEixxKERAFVVGAAOgAFQeukloh9AwoAKACgBCARg85oA8j8YfBD4e+MVkln01dNvnyRdWGIX3HuygFH9yyk+4q4zaPLxWT4etry2fdf1Y+eLvwj8YfgTLJqfhW9Ou+HUO+WJVZ4wvUmW3ySnu8Z6dWHStLxlueHLDYzANzpO8f63X6r7z334Z/Gzwx8Q1SwY/2Xrm35rKVgRJjkmF+A474wGHpgZrOUGj2svzeliPdeku3+R7PUHrBQAUAFABQAUAFAHnvxB+JPh/4d6Z9r1STzryYH7NZRkebMR3/ANlAerHgdsnANwg5bCPmrw94O8Z/HjWU8W+N5pLDw5Gx+zwplQ6Z5S3U9FP8UpyT0GcfLs5KCshLU+xdI0fTNB06DStHtUs7K2XbHFGMAD19ST1JPJPJ5rnbvuM0qQwoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA5DxR4C8I+MojH4i0qG7kxhZ8bJl9NsqYcD2zj2qoya2EfOusfs7+IPDt4dZ+GHiGa3nTlYJpDFLjrtE0eFYH+6ygepNbKqnpJCsU7L43/ABH8BXMel/E/w/JcJnaLkKIZWx1KsuYZf+A7fc0OnGXwsLn0B4S+K3gbxoEj0jVEjvH/AOXS5/cz59ArcP8A8ALCspQa3Hc9FqBhQAUAFABQAUAFAHzj8YvjavhOQ+EvB4F94muMRsyL5i2pfhRtGd8pz8qdB1OeAdIQvqzwc0zf2T9lR1l+X/BOf+GXwCZ7geMfiiW1PV7pvPFlO3mKrHndcE58x/8AYztHfPQOU+iMMvyW79titW+n+Z9WKqoqogCqowABgADoAKyPpUrbDqACgAoAKACgAoAKACgAoA+avin8AdP8QtJ4k8DhdI1+M+aYoz5cNw4OcjGPLkzyGGAT1wTurSNToz5/McljU/eUNJfg/wDJmX8JfjZfPqI+H/xLDWet27/Z4bqcbDI44EU+cYkP8LdH/wB7BZzh1RGWZvLm+r4nSXf9H5n1TWR9GFABQAUAFAHh3xV+NGleA4n0nStmo+IZBhYAcxwbujTY79wg5PfAIJ1p0+bV7CbPOfh98G9Y8Wan/wAJ78WHkuZ7kiWKxm+8/dTMvGxB/DEAPQ4Hymp1Le7EVj60jjjijWKJQiIAqqowABwAAOgFYFD6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//S/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAqXtjZalbSWWo20V3bSjDxTIsiMPQqwINCYHgHi79m7wdrW+68OyyaBdnkLH+9tyfeNjlf8AgLAD0raNZrcVjzrzPj98I/vg+JdEh7/NdxhB78TxgD1+Qe9V7khanpPhH9o/wXrvl2uvpJoF43BMv7y3J9pVAI/4GoA9aiVFrYdz320vLPULeO8sLiO6t5RlJYXDow9Qykg/nWVhlmgAoAKAPA/jj8Wv+EC0tNF0Nw/iPU0/dYG77PETjzSO7E5CD1yTwMG4RueLnGZewjyQ+J/h5/5GT8EPg5/wjMS+M/FsZuPEt9mVFm+ZrVZOSTnkzNn5mPIzj+9lznfRGWUZX7Ne2rfE/wAP+CfSVZnvhQAUAFABQAUAFABQAUAFABQAUAeGfGb4P2fxD01tT0tEt/Elmn7iXhROq8+TIf8A0Bj90+xNXCdjx81ytYiPPD4l+Pkct8CPiveayX+H/jJni8QaZujhefiSdIuGjfPPmx457soyeQSXOPVHNk2ZOf8As9b4lt/l6o+nKzPoQoASgD5e+JvxvuXvT4J+GatqGr3D+Q93APMCMeCkAGQz+r/dXtk8rvCl1kJs2vhV8ELfwzInijxgRqXiKVvOCufMS3duScnO+XPJc8A/d/vFVKt9FsCR9EViMKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA828XfCXwL408yXVdMSG8fn7Xa/uZ8+rEDDn/AHw1XGo1sKx4FefBX4mfD+4k1P4Y6+91DncbYsIZGx2aN8wy498H0FaqpGXxIVi9ov7Ret6BdjRvib4fmtbhOGmgjMUmOm5oJMAj/aVgPQUnRT1ix3Povwx468J+MYfN8O6rDeMBuaIHZMg/2omw4+uMVlKLW4E/jDxRp3gzw3qHiTUz+4so9wQHBkkPCRr7sxA9up4zSSu7GGKxMaFN1ZdD5W+CPhDUPiH4qvvi74zXz1FwTZRsPkedeAyg5/dwjCp/tDrla1m7KyPm8owssRVeLrd9PX/Jf1sfZ9Yn1gUAFABQAUAFABQAUAFABQAUAFABQAUAfJX7Qvw/urGa3+K/hPdbalpskb3xi4b5CBHcD3Q4V/VcE8A1rTl0Z8znmCcWsVS3W/6M91+GXjq1+IXhKz1+Hal0P3N5Cv8AyzuEA3gexyGX/ZI75qJRsz2MvxixFFVOvX1PQKk7jxv4y6J8QvEej2Wi+BnSKC8kePUWMixP5RA2/Medn3t4XLHgYIyK0puKd2Jl34Z/CbQvhzZiSMLe6zOmLi9ZcHnqkQOdifq3U9gCdRyBI9XrMYUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf//U/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDH1rw/oniO0Njrunwahbn+CdA+D6qTyp9wQaak1sI8g0/wDZ+8JaL4t0/wAUaHd3lithMJxaBw6Fh0UO3zhf7wJbI4yK0dVtWYWPKfj1q2oePPHuhfCXQn4jlR7ojlfPlXOWA7Qwkuf94+lOCsrnyuc1ZV8RHCU/6f8AwEfW+g6LYeHNGsdC0uPyrPT4VhjXvhR1PqzHknuSTWTd9T6ajRjSgqcNka1I1CgAoAKACgAoAKACgAoAKACgAoAKACgCvdWtvfWs9ldxLNb3CNFLGwyro4wykehBwaCZRUk4y2Z8V/Dqa4+Dvxo1DwDeyN/Y+uOsdsz9CXy1rJ7k5MTY/iPtW0vejc+SwLeDxroS2f8AS/yPtysT68KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9X9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgChqmo22kabearettt7GCS4lb0SJSzH8hTSIq1FCDnLZanyJ+zhplx4p8WeJ/ibq6753leKEnkCa4PmS7fTYm1R7NitajsrHzGRU3VrTxM9/1e/9eZ9lVifVBQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHyd+1J4bc6ZovjmwzHd6VOLaWRPvCNzvibP8AsSAge71rSfQ+a4iw/uxrx3Wn+X9eZ9FeC/EMfizwno/iJMZ1C1jlcL0WTGJF/wCAuCPwrOSs7HuYOv7ajGp3X/DnT0jpCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9b9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDxH9oXWjo3wt1RI22S6nJFZIf8Aro25x+MasKumtTx88q8mFa72Ra+AehjQ/hdooK7ZtRD30nuZmJQ/9+wlFR6l5LR5MLHz1/r5HslQeqFABQAUAFABQAUAFAHm3iz4teBfBWv6X4Z1/UfJ1LVmURxojP5YdtiPKV+4rNwCfc9ATXp4PKMTiKUq1KPux/rQ46+OpUpqE3qz0mvMOwKACgAoAKACgAoA4T4n6IviL4feItJK73ksZJIx6ywjzY//AB9RVRepxZjS9ph5x8vy1PJP2W9aa/8AAN1pMjZfSb51QekUwEg/Ny9VUWp5nDtXmoOD6P8AP+mfS1Zn0AUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//X/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+TP2sr5o/Dvh7TQfluL2Wcj3hj2j/ANGVrSR81xJP3IQ7t/h/w59MeG7EaX4d0jTFGBZWVvAB6eXGq/0rN7nvYaHJSjHskbdI3CgAoAKACgD59+K/7QXhv4dzHQdKiPiDxO5CLYwH5YnbhfOZckE54jUFj32gg19FlHDtbFr2s3yw7vr6f57Hl43NIUXyR1l2PEV+HH7RPxn/ANP8ca2fCmkT/Mlj80eFPT/RI2BOP+m7769z+08qy/3cNDnkuv8AwX+ised9UxmJ1qy5V2/4H+Z5xNeeK/2VPiOumRai+u6PeWYuDAQYYrlJA6KTHucI6SqfmBJ2+zEV6cYUM7wnO48sk7X3a/K6aORyqYCvyp3Vvv8AzMn4K6Vq3xg+NkfiPxI5vPskp1e+dh8pMRAhjA6Bd+xQv9wEdBW2eVYYDLvY0dL+6vnu/uv8yMvpyxOK5569WfqbX5QfZhQAUAFABQAUAFADWVXUqwyrDBB6YNAj41/ZfZtL8T+NfDpPERjIB65t5ZIz/wChjNbVNj5Xh58tWpT/AK0PsysT6sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//Q/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+Nf2t/wDmTgfulr/P/kvWtLqfK8Tf8u/n+h9kgADAHArI+qFoAKACgAoA+fvjz478R6DZ6L4J8DKf+Eo8Yzta20i8GCJdokkB/hb5gAx+6NzdVr6Lh/AUasp4jE/BTV359v6+R5eZ4mcFGlS+KRofCf4F+GvhrCup3IGseJ5wWuNSnG5ldvvCANkoOTlvvt3OOBnm+fVsY+Re7Dol+v8AVkVgcthQXM9Zd/8AI9vZlRWdyFVRkk8AAdzXgpHon5J/tA/EuD4lePJbrTQp0nSUNlZSAczIrEtKT1w7ElR2XHGSa/X+HcreDwyjP4pavy8j4jM8Wq9a8dloj7B/ZH8Grofw+m8UTx4u/ElwXUkci2tyY4x+L+Y3uCK+N4wxvtMUqK2gvxer/Q93I8Py0faPeX5I+ra+SPbCgAoAKACgAoAKACgD4z+Bfy/Gzx8ifcBvv0vVxW0/hPlMn/36qvX80fZlYn1YUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//9H9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5F/a1tGfRvDN/j5YLm4hJ95UVh/wCi61pdT5jiWPu05ev6H1Pot6uo6Pp+oKcrd20UwPqJEDf1rNrU+ioz56cZ90jTpGoUAFABQB4T8XvD2tQ674Q+JvhvT5dXvvCN1ItzYwLumns7tfKlMS/xSICSo9ye1e/k+IpunVwdaXKprRvZNaq/kzzMfSmpwrwV3Hp5M90VtyhsFcjOD1GfWvAZ6R8x/tTfER/B/gUeHtOlMep+Jy9uCpwyWqAee3/AgRGPZiRyK+p4Uy36xifazXuw1+fT/M8fOcV7OlyR3l+R+Z+p2kVhNHZq26eONftHosrfMUHugIVv9oN2xX6hSm5Lm6dPT+vwPkpK2h+nXgX42/B7w18PfDen3HiW3gew0u1hlhEcrSLIkSiQFEQnO7Ocd6/LcfkePrYqpNU3q3276H1+GzHDQoxi5bJHz/8AGP8AaN1Dx3caf4S+FT6hZxNcpm7hLQXN1KTtjiiCHcE3HPOCxxwAOfocl4ajhlKvjbPTbdJdW/M8zH5rKq1Tw91+bP0JsVuUsbZL1g9ysSCZh0MgUbiPqc1+dVGuZ8ux9RG9lct1BQUAFABQAUAFAHxl+zZ/xM/HvjjXl5STPP8A18XDyD/0Ctqm1j5PIPfr1Kn9as+zaxPrAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/9L9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDwH9pTRzqfwvubpF3NpN3Bd8dcEmE/kJMn6VpTep4uf0ubCt9mn+n6nV/BTWRrnwv8ADlzu3Pb2ws39QbYmEZ+qqD+NTNanRlNXnwsH20+49TqT0goAKACgAoAKAPy2/at1i91L4v3WnSBhHpFpa21uOxEkYnLAepaQjPtjtX6twlRjDAKa+023+X6HxudVHLEtPpb/ADPb/hP+zBo194Dubj4jW0yaxruyWLY2yewjXJTBII8x85cMCAMAjINeFm/FVSOJSwj92P3P/gdj0MFk8XSbrLV/gTp+xb4aFwWk8U3zW+fuLDEr4/38kf8AjtS+N61tKSv6sa4fhf43b0PcPh/8CPh18OLhNR0axe71RAQt9fOJplyMHYAFRDjIyqg4OCcV4WY5/i8WuSpK0ey2/wAz0sLltGg+aKu+7PY68U7woAKACgAoAKAOW8b6yvh7wfrutFtjWVjPJGfWQIRGPxbApxV2c2Mq+zoTn2TPAP2UtHa18JaxrTjadRvhEue6W6DB/wC+pGH4VpVZ4vDlK1Kc+7/L/hz6orI+jCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAw/Euiw+I/D2qaDcYEepWstuSf4TIpUN9VOCPpTTs7mOIoqrTlTfVHzB+y5rk1n/wkXgDUsxXdhObpI26ggiGdf+AsqfiTWlRdT57h2s1z4eW61/R/ofXdZH04UAFABQAUAFAHO33hHwtqesWviDUdGsrrVrIAQXcsCPNGAcja5GRgkkehPGK6aeMrQpulCbUXur6GMqFOUlOUU2joq5jYKACgAoAKACgAoAKACgD5l/ai8TjTPBdr4bhfFxrtwN6j/nhbkO35v5ePXmtaa1ufP8Q4jloqkt5fkv6R678MPDTeEfAWhaFImy4htlknB6iaYmWQH6MxH0FRJ3Z6eXYf2OHhB7/56ne1J2hQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//1P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD4l+JsNx8JPjRpfxDsoz/ZesuZLhUHBJAjukx6lSJBn+I+1bR1jY+RzCLwmNjiI7P+n/mfadrc297bQ3lpIs1vcRrLHIpyro4yrA+hByKxPrIyUkpR2ZPQUFABQAUAFABQAUAFABQAUAFABQAUAFACEgDJ4xQB8P2z/wDC7fjyLpP33h3w4QynqjQ2zZX2PnTHPqU+lb/DE+Pj/t2Pv9mP5L/Nn3DWB9gFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//V/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPPPij4Ft/iF4PvNCbal4v7+ylb+C4QHbk9gwJVvYnvVRlZnBmODWIouHXp6niv7OnxAnEdx8L/Exa31XSGkWzWXhjGhPmQHP8URyQP7uR0WrqR6nlZFjXrham62/VfL+tj6trI+kCgAoAKACgAoAKACgAoAKACgAoAKACgD5z/aF+JP/CLeH/8AhFNIlJ1vXUKEJy0Ns3yu3HO5+UX/AIERyBWlON9Twc8x/sqfsYfFL8F/wTqPgh8O/wDhX/g+NL6MLrGq7bm9z1Q4/dw/9swef9ot2xSnK7OnKMD9Xo+98T1f+R7JUHqhQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//W/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5T+PXwz1BLqP4peCg8Or6aVlvEg++wi+7cKB1ZAMOO6jPY51hLoz5rOcvkn9ao7rf/M9P+EfxU074k6KC5S31yyUC9tQcZ7ebGDyUY/98ng9iZnGx6OWZlHEw1+Jbr9T12oPUCgAoAKACgAoAKACgAoAKACgAoA89+JHxE0f4caA+q6iwlu5cpZ2gOHnlA6eyLwWbsPUkA1GN2cOPx0MNT5pb9F3Pnr4L+BNX8c+I5fi/wCPAZjLKZbCKQYEki8LKFPSOIDEY9RnoozpOVlZHh5Vgp16n1yv8v67Lp/wD7HrE+qCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9f9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAE69aAPjz4n/CTXPBmtf8LL+FW+3e3YzXNlAMtET994k6NEw+/Hg47Dbwu0ZX0Z8rmOWToT+s4X7u3p5eX6Hq3wp+NmhfEO3j0+8Kab4hRf3lqxwk2By8BPUdyn3l9wN1RKFj08tzaGIXLLSXbv6Ht1QeuFABQAUAFABQAUAFABQAUAeV/Ev4teHPhvYn7W4vNXlTNvYRt87Z6NIediZ7nk/wAIPNXGDZ5uYZnTwy11l2PnnwJ8OvE/xl8QL8RPiWzrpDEG2tSCgnQHKpGvVIB3PV/UklqtyUVZHh4PA1cbU+sYn4fz8l5f15n2tDDFbwxwQIsUUShERAFVVUYAAHAAHAFYn1qikrIkoGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5v+J/7P2m+J538R+DpV0XXg3mlVykE8gOd3y8xyZ53LwT1GTurSNS2jPAzDJI1H7ShpL8H/kefeHfjl42+HV8nhb4uaVcTrF8qXeB9o2jjdnOydf8AaDA+pY1TgnqjioZvXw0vZYqLf5/8H+tT6o8MeNfC3jK1+1+G9UgvlAyyK2JU/wB+NsOv4is3Frc+jw+MpVlenK51NSdIUAFABQAUAFAGFr/ifw/4Wszf+IdSg06AA4MzgFsdkX7zn2UE00m9jGviadJc1SVj5Z8V/tD654mvf+EY+Eelz3FzOSgvHi3ykdC0UPIUDrvk6Dqo61qqaWrPnMTnlSq/ZYSOvfr8kbfw7/Z68q9Hiv4nz/2xq0reb9kdzLGrnndO5z5rf7P3P94dFKp0Rrgcj19rind9v8+/9bn1OqqoCqAAOAB0ArI+jFoGFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/0f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAxdd8O6H4nsW0zxBp8OoWrc7JlDYPqp6q3upBpptbGNbD06seWoro+ZfEn7MEMN1/avw71ybSLqM7o4bhmKq3+xPH+8QD3DH3rRVO58/iOHrPmw8rPz/zOfXX/wBpf4e/utS05/EdlFwHaIXgKjv5kBE34yU7RZgq2ZYfSS5l9/4rX7zSsf2rhbv9m8R+FJreZOHME/P/AH7kRSPxah0jSHEltKlP8TqoP2qfh5Io86w1aFu4MMJH5ib+lT7NnSuI8P8Ayv8AD/MdN+1R8O41JjsdWlPYCGEfzmFHs2P/AFjw/wDK/wAP8zl7/wDaxs3bydB8L3FzI/CGecIc/wC5Grk/TdTVLzOafEi2hT/Eym8a/tI+Pv3WgaK2hWkvHmrALcbfXzrokn6x4PpT5Yoy+t5jiNKcbL0t+L/Q1ND/AGZtS1e8Gr/EzxHNf3D8vFbu0jt3w1xMCfqAn0ak6nY1o8Pzm+fEzv6f5s+mvDPg/wAM+DrL7B4a02GwiON5QZeTHQvI2Wc/7xNZtt7n0GHwtKiuWlGx0tI6AoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9L9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAKV7punaknlajaQ3af3Zo1kH5MDTTIqU4zVpK5zE3w3+Htwd03hXSGY9T9igB/MLT5n3Od4DDv/l2vuQ2L4a/DyA7ovCmkAjubKAkfmtHM+4LAYf/AJ9r7kdNY6TpWlrs0yxt7JemIIkjH/joFJtvc3p0YQ+CKXoaFI0CgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//T/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9T9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//1f04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//W/TivPLCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9f9OK88sKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//0P04rzywoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//Z"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image_6487327.JPG](attachment:image_6487327.JPG)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def both(x):\n",
    "    s1 = s(x)\n",
    "    s2 = s(-x)\n",
    "    return(relu(s1 + s2 - 1))\n",
    "\n",
    "\n",
    "x = np.arange(-2,2,0.2)\n",
    "\n",
    "y = np.zeros(x.shape).reshape(-1)\n",
    "\n",
    "for i in range(len(x)):\n",
    "    y[i] = both(x[i])\n",
    "    \n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}