{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "gl_xF2sH0-pJ"
   },
   "source": [
    "# SVDによる圧縮の例（not 次元削減）\n",
    "- 参考: [Tutorial: Linear algebra on n-dimensional arrays](https://numpy.org/devdocs/user/tutorial-svd.html)\n",
    "- 全体の流れ\n",
    "  - 画像ファイルをグレイスケールに変換する。（そのままだとR, G, Bの3レイヤー分の行列があるので、今回はグレイスケールに変換して1つの行列として扱う）\n",
    "  - グレイスケールが保存されている行列を特異値分解する。\n",
    "  - 分解によりどのぐらい近似できているのかを確認する。\n",
    "  - 近似度合いがどのぐらいあるのかを可視化して確認する。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "executionInfo": {
     "elapsed": 301,
     "status": "ok",
     "timestamp": 1623302513649,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "Bp2AkgQobMbv"
   },
   "outputs": [],
   "source": [
    "from scipy import misc\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "zKG1OENM1pts"
   },
   "source": [
    "## 画像データの準備"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 303
    },
    "executionInfo": {
     "elapsed": 1060,
     "status": "ok",
     "timestamp": 1623302515070,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "cuZZx8gst_0V",
    "outputId": "8cbcabaa-0e55-4734-b098-1036096741d8"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'numpy.ndarray'>\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x118293ac0>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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OuDg/53p6g+15tDsdhBBYlkW/16fyAsJWC891ubi8wPVc9vb2aLfbZFlGFCfURmDbLptthO04xMkOSzbzznt37yJ0xXa3Jo23TSunKlbrFbbjEQQBZVHQ6nTZximH+/ssl0uKqiKvK4KiwAs8iqrkZjZvjk0pFosFURxzdHRIWWi6XYOuIU8rtlbKaO+QvLjCGE0c7+hWbWqt8Ryb0XCM5fikaUYUJRgjCMMWm80WKQRRFFOWBcFgTFFpdFbguh67KMFISGwwGJI8Iy5rhASVF1R5gRIK15YYBGXVnNsWiiSJURJs36cyhiTLb+egFYL668pTYLAsRV1VGFFSl1Uzv7bAEQqhFGWVo9BIbRC1xhIC17GRBuqqxFQVtdZgJEY0+4aq0hR5gXIkpampTY3r+RSlRlQGYyRFVqFrjTYWy+sdT395isltiqxis46pC4lSBtdXPHxyh+//8Lv8+Gf/HfPFFttqbkh5USGljbQNUtVoU5JmNUY3M1fHk/i+j2XbuLaP67j4voPtOXR7HZQtkArqWlBUzW5BKEmlS5J0xXYTUxcaYSyEAEdKRCl49OgBwnJ4+o//5V841/2mKlCMMf8t8N/+//LcVqvNt7/zXV6/fs1gNOLo4Ahb2VQYwk6b2XJOlqS8ms2Jkx3dXodHjx4Txyl+16fT6aC1Zr1ekWYltm1zevqawA84Gh+xjbckWYK0HKyqalrcsM3B/j79fp/5Ys3x0QSocR2PzmBMrQWvXr7mk09/judZnBydUBYxn33yC+7df4eqrJhOp3Q7HTrtDoPhgErXxHHMgwcPub6+5tOff8r15SlFuUPJR3S7A1qdkKuba373e9/j9Zs3TG+uuH/nmH6rxdnFBY8e3OPt2zPKvODp069QliQMPcoy5/GTJ7hewC6KuTh7S7vTIclirmZXdPtdrs+3TGfXXF5ecnZ2zsH+PYyU9EdjXNciTqJm2C4Fnudw9vYNR3fuk2YZn3/2OYHv8+z5M87O3nB0dMjx/iEnRwe8eL3l6VdfYUmL2c0Mz/EJOm1s2yJst9lsNvhB8PXSpq41ju1QUTG9mTKZjAkCn+vrK7bbLeNxU62VZUleVvihDzQLs363RZamJMmW44MJnh+wi3coIZEYer0WeZFxfT3j8ePHtFodhLQQlsVstqAqS/xWSG00eZqTJQlojee4LJdrxuMxi8WaeJeQRDlpUmDZDlWt0VpSaMl8tUUj6XW6RHEz37y8uWYyGtHxQgaDEdfXN1xcNKOIstTUtSAvcoo0x7YVtdYYmnYziiLQGt/z0XVJlmekWYUWFq2Wj6kykt0WSzpoyyZOcxBgigpJDLpEBS4VkJUVZW2wPQ+koKwKjKlRUtAKfaqyqTZNXYAG23bR1Di2IMsyijQiCFqURY2samyrWYxKoK40juWRFQUoKHSNhUWR5tR1hWuaqtgO1G3rbxB5TZ7UUFc4ClabmDfPrtGZQ5FXJHnenBeqwGtZvPvBfT7+7rf4kx/9mMUmxlYOQkBeZBhlCFsuna5Hvx/S7rZpdYYEQYDnuUgpKIWm0hVlniO0xrKaYynLkro25HlBmufUtzNUaRS+69JtHeDtO+RZyTZOSdOMIimodE6yi8mqza+V535jCfQvElJKoiii3+9TVRXn11e4rsfxnRN6wwEVGl9ZOLZFUWTMZlOyOKYqK97cXDGfzciLglbYYTgc4dgug/4Ix7KxhGQ4HFKbGsu2UEIT7Xacnb0FXfNnP/8Z690OKd8jK3NG+/vM5ws8P2S321JkOXG0IfQDzs5PObl7j9Viju8HrFYLoiQirQs8z6Ptt+gPhlRVwV/6vb8MNYS+R5Gn3Fyd0w5b3H1wn9PTU84uzvnDP/xDXr98ymI2JQhbzdInCOi025ydnbE3maBNTZrFrLYbvnr+jG53gFSKO/eOuby44NWrZwgpeHDvIc+fvyAvIrQ2pGnG5dUpSimKMmYw6LPdbr/e9B8fH3N8cgIoJpM9ojhGSUm0WfPmzUuuLy8QZYXOMga9PvEupiwrHj56zG4X4YUhJTWO43J8dMJmuyHPc3q9Hmma8ubNa472Duj1ehggihKUpSiKgs8//xzf95lMJiS7DWm8ZTgcYiqNcuHocA8pBUIZhA12EDA52KfTCtlt1gStNnoi+PLLLzk6OuLo6IhBv09d1SyXS05PT2m1WpRhSBD45HnOZrOhxBBnKe1Wm2i7pUwyiizD8wPcMGAV7QidkM06Zn/vmMDzKcqSq/kUS7gIbWPbAb9C/+3t7REEAa1WmzTJOTs/wxYKW1nNmMRqxhG2bePYNp5jUVQp0S7CoLCVQVUSTIWjDErBtiiwaguDwNQlgeugahvX8ajKmrwoKeua8ahPkRe31ZloUCVaU9U1tpLktUHZNpbjYHRFkaeYqsS1HGypqEyGsMDybISt0JUGKSmrqpmDYrBdh7osKdIMZRnKLMfyFWCTFyXaqrA8Qb6VVFKwzgtmV2uq1KVKSrKsptYC6Qocz+a99x/y8Xff55/+i3/GJtpgtxzCjsto0GVvb8xor8tg2Me2bJIkZbPZMltsePnilMVixWYToSV0+wHdTkAQOreVt6SqDHlWU5WaWkqMFEhEMxeXEmHXhE5I4LVI8oqDgzt0D9vE2zVvzl7x9uXrXyt3/VYkUNu22d/fJ03TBo7i+3iej+d5vHz+nN1ux+FkzHa3ZrvdUFYFrusQhAFh4NEKfHq9HkVRUpYVrdBjvZpTZDnSgO3aWI7FarPizYvnFEWO7wdIKbAsm8f37vLlZ59ydvaWB/ce8+jxA6bTBSfH95DCUFc5RZ4yvblGKYsf/vAB2yhmOp0yHI84Pzvl6OiY0AsoqhLfC9AaHjx5wtu3r7l754TFbMV8uWK6nnFyfEy83ZFnGUfHR2y2SxbLOZPRiH/5z/853/r2d/nWRx/x7NlXX8No0jim3WpTFQXrzZYs3lKWJdvNlsD3EUZweHDELz/5GVrXxGVCkkQIIWm12tR1zWa9oSgL2u02UkqSJGG7jrh75x6HhwfEcYxlJHcODkFJ8jTl7O1bAt9HWhZlUfH27JzDo2OUsnEch16vh+/7dHs9bm6uSdMU32++u9l8egsdUezt7WM5VtO6RxF5nlOWBY/fuc9yscL3XK5WK6rKwlaS0XiMZTt0+wPavSGWkgzHE3r9Pqdv3jIajUjTFIDFfA5CcHB0iOM66Lrm5mbKdDrl8PCY4XAIQrGLY968fsNkNAIkSZ4jLQvHd9nsdhRFwXa1YTQcoZQiaLXI1itqrWn5Ab7j4ocB2uivYWVJkuA4LgZotVsEYUAc7xiNxixXKxzH4c6dO1RlSZHEaOORJAm1lghtbiFpLaqyIooyysogbR8hJXVVUgKVrnFdn7osGvgSgizNWa/WVEWJYztIpUjiCCmbStKSClwXjWiqd6PxHQspPMqqxFFg2S65MdhSUBmotaEqywYaZ6lmxpw18MBfQQQtqSjyGkfZVKUhiSuEEuSVYbPOqAqbLCko8gqMhVIax4MP3nvMw8fH/OQXf8Rov8W37zymf9ij1+kghSCOItarHadvr7i8mLFe7ciLiqquUcqiFbY5OXqI37JAluRlxnaXUtUVUlsoaWNZHq5joS3Aat63rmuENlhSUGbw2dPnbOOcT+RzPNtm3O9y/+Ed/rO//T7/5T/6v/6Fc9dvRQIty5IXL57jeR5SKtbrDe1Wm9n1DYv5guPjY2arObP5lCja4fsen33xGXmS0e12UUoxvbpqtvJ5RrvTaU4CIZkMR5TbkrzMkUry8ME9iqIgjpp2Vtc1Tz/9hFqXDNs9Bt0ep69fcXFxSbfVg1pzsL9PnscMR33iJOPZ06d874c/oChzltMZo8GAOsmYVjfs7x8CCtuyCLsD2sOIp6/fcOfoHloqiqri6fPn3Dk8ZLfbEYYOw/GQ+fWMuycn/PAH3+eLL55hK0VZlPS6HQhapEELVcOzz78kimKc0Kfb6eLZIVdnV1jG4Ye/90Ours+IopiiKBkOBwC4ro/nBRgtefHyKXVdf13te47DfDalKgvSJGUyGlKkW26mNwwGA7qdLlVZo03FZLJHnOW8PTvjo95HnJ9fcH09JQwD/MAliSN830dKyWQypi5yPC9gt42RUjG9mdIf9BmPx2y3W4qiYDa95ujwGCEUVVWjgE6rx3YT02r3cByfNEqYzZcY4PjkiP5oSLyN6PX7eG4DeVrM59QYvKBJ3nfvnPDm7VsuLy+oqppOu0uZVdw7ucd0NqPSNZs0xfM92v0eru3gOw5KKcoiJUktJvsTomRH2A6wAp+9yYS3lxccHxxQFAXjyYS6qoiTlNLUWJ5Lp91GLCX7B/vkRcF6vabdbuO7HvFmTW3yrxOopWygwnIEqBjHE3SDNnml2Gx2VHlO6WgcPyDPcrI0wbUs6qpmPl9Q5AWOZWNbFgZDK/TJM0OhK3w3JEUilUWVlEgMtm2jtUQ5AtvxKOuapCjRdYPVFLcYVKUknueRZBnqV1hby0JgqOsaLIsyNwijqLVEFzlF1rTQZVVRVgVaCYwwuJbgow8f8sHHD6nJ+U//s79OUVWsthHXszWffvKM1WILtaA2GVmWI6WD54X0Bi1830YqQVlmGBORZg3OUyiFZQW4roUtvAZLe4ut1aJC65pCF9S6RkpFEWluzm8oc4nCo8xgvS6YnZ3x2S9P8dvBr5W7fisSaJom3JydcefOHcLRgCRPm8Fwv8PewYiz01Nm8xnr9RqAYbfHaragLHLGoyFVkXNzeUZVJFiOw+wmZrR3RLfX43J2yf7emHGnT5HXlEZijOLq4ook3eGHIZO9AwaDAdpoNpstu23E8dEJWldcXLzl1esvsX2b8XgPgcTois8//5SHDx5i1ZrZzQ2WUrT7XYosoRW2KYuKXtgnDiN2ckm2i9ktdrz/0Yc8f/0Fq92cfJfiOy7D0ZD+aMI6TVhnCY/ef0zYajG2ocgLBnsTclGja8ODx+9gjGGxXSO04O7DEz547wnz2TWXF2/oBm2iTUyvP0RZLrtdxNHRPmGrxclJMwfdbFZYliQIXa63MxzHQUQNaPzt1VsO9vZIigKlbCojaHW6hO02i9WKwPMxZUmRJRzsjdnutkTbNd3WAb29PZarJQZFuxNSpg6j0YjRyOC5PkFgE8VbHKU4OTqkLEsGwy7L5YrjO3e53xuQxAlBENCzLNIkYzza5zq7xLZcqkKTpiWd9oBeZ0QcR1R1iVfXGGmYz26oKo1tOUwmY+7eO+Hi/IbNekue1QQtBy1q2t0OWV5iux5pnlNp6Pb7KCXIq5qTu/eYzWY4nsN4NKJIcwbDIXlVErTaeH7A+cUVI6GQjoOqBb5poErtTg/X80mSmEG/x24TQW0R+F0c1yXabZHyhv29ETfXC5QlcR2BMDW9bo9uf8hquSWLNbqsqWuNrm3WqzVKCpSuqYuCLK8agLgvUQ7YloLaoKsau2WD6mBhSNKEKI2xhGyA665E2Ta2JTFJimfbZHkFdQ26whYNJMqUNVQaLSDsdDCmJCtihDagKyzbRlWKMqrJyRGiaaOLqqAUBanJGQ/afPv9B/zwdz7CqIqL6w1/8t+94exiznIdUWpNK/AJfAfXsTBa0h22ULZFWcFqteLsTYSRmsGow3DUQSm7IQ4YiRQW1AIt64aAow1GG7QwaFM3M2DpkCUZ6+slugSpJXVZopMKXdQoo7CFDfGvl7t+KxKo5/o8evSEqqqIo+wWL3jOWkpePHvKarWkrJo74XA4ZDabs1qteO/dJ6RJwnIx4/BwnyLLmS+W7E326XR7zOZNWzy9uWa1WJJnFYd37jO5xUo6jgPAZrUm8AOKPGe33lBVFa7n0em06Q/6TKcps5sp1A2DZn/vgOVyDlrz+N6DBpxsCVbLOeKWPdLtDdisN7RbHp12yOXFKa7tk0URpqzZbSOyKGGZF+R5Rm/Qb9gSluTi4qKpWnyPLE/xPAdRN/Aky/Ho9nv0N2ukEdjSIo03zJcLhBTcu3efrKhI64r9gyM6nZir62vu3r3LYjnn9//qX+H07RsuLs5pd3uMK4iiCM/3UEqxSpu2qCEINDM8YcD2HBzXxrYV+/t7OJ5HUVWMx3vkRc56vcEYw2effc7B4T5hK6QdtLi+vgYj6HZ7dLtd2u2AujL4fkAcx2Akxyd38YMWtuOhbB+lLAaDIavVirzQWI5Hu9Olqis2my3tThfPc6i0Jo5i1qs1YRDieT6+H/Dll08piuoWzlVTVxWrVczwcIRtWezt7XF5ds5usaA3GLGaLTDdNo7tYrk2WguGwwnLxRrPDZBG0uv3efXmNWEYkhY1jhdQ1w2sxnMUeVIQOBYWGuXYLFZL2u0OruuAaFhA282GLEs5Pj5mPp9h+Q7tjg865+jgmG5rwCaK8GyLtudhi5I0S1Cy2crbyiHabbC9ZtHj+j5u4KMsg+farJe7Bi3gegjLoa4rTFWB0c0C1QvQQtMOQqLVmrKk2bg3axiULUHZCKEoygolwHYsyqKgKLOGBSU0ptDUtkFJibIUUnqUdUlS5lSiZnjQ5/c+vMvHH3yAqjSffvI5v/zyKettjBAKIRSWsvBbNo5nYTkW2BKhJbsoZbdbkic1VSVwWjaTyZCw46Glpqq5xcAahC4BMAU0hC0JSCpRoQ3YWhKtIuL1DgoLZQR5VlFkFUZrhDENmxAQv6YkyG9FAs1vW71up8PVbMp8OmPQ7/FnP/8ZUbSlHQb0R3v0Bn0CP2C1XnHv/j3SOGJbrOl2Og3Iuah5970PMEJwfXPNejnj5uI1nmdjSUU7DBh2Oxzs7yGlYRdtuTq/YDabsVwuqaqKx48f8+TuO6w3G+I0ZTqb3Y4EKqLdDqUkn81u8Ns99kcTtrsNfugjHQtjNBcX5w21sC55+fI1lqXodbscHR0QbbckmyWDTp/nsxmeZRNvNqRJTBTvOD454fjwEM92uLq6pigaJkm83fD8xXMevPMONZLVdkPbc4i2W1zHZW885lvf+pjLywuubm4oqppNFKF1jWVZhGHIzc0N6+2KdbQiTVO8IGS52nK4v4+4uWE+n9PtdlkuFxzs7eH7PlVVAZJl0izLUILQC+h1uwihUEqwixPGoxH37twDoxmNRrx89YK6rLBthW27Xye2wHeYz6foGoIgRAiFY/m0Wn16ozFBu43tuERRTKfTptXrkyQxo/GI1WrBdrsmTWLyosRyPaRlMxiMiLYRSZbjOKCUw/HxHTabLavlliRJG5jUZsN0t+bdd97Bt2kwqFVFtx0ihGCz3jZUzKBFu11/Tc8djYY4vgeAaztstlsqyxAGbbI8o8hT+t0unmMzGQ1J0xQpJcPBgDwvAYPr2my3Sywl6Xba3EyvcQOXwHUJAp9ovWI06rFbR9hK0ut0WC3mSAG9Tpe0aLbOpswZ9LrEeYFSDaTH0FCd67Jitd7cUpIlOktBQJbE2Eriui6218xKy7wGrbCUQFMSOA6WrSi1oao1RVFgTImlDFrXRNGOhs5pGtquUNQGpK1QloOuUhA5o72Qu++8y+HxiMARfPaLz3n22XPSXUaJgxAdBDWurXB9GztQ1BjSLCOLcsrMUOWaKjMIbTUEi+Menu+ghaZJ9fL2GAza3FJxhXNLj22omxgLYTTRJibfxIhSYmqHLC3IsgqMwCC+RqQIZDMC+DXityKBhmHIm7evuLm8wg8DLNfh9ast06sZuq7w+h6tTpt2p0Oe58RJwpdffglVjcBAXaOU4J1330dIwds3LynLjMCTDHv7WArenr7Fkg6h6yCERksYjMYcHR6zXm0IwgDbbih+UbKlPxwihUVtNFmeM+j3md7ckCYR3V6H/mjE9OaSqsjoj4cs10tG3T0sJyAIWtS65uBgnz/5kx/x7uN3WSwWzKdXuLbLo/c+IPmipChLtvGO6fSS8WRCEPi4rs3h4QH7+xOm0ylhGLJarRhMRmy2EdsobvjTeUq827CtazDQandwvYAiK/jo2x9TC4g2W+qqRmvNwcEBrXZAFG0Iun3Oz6+wLJvZdIZlWRweHiKl5N79+3R7XWzbJo4ToqhJkEE7ZBdHCG3YxRFW0KLdbmM7DgaI04x2K6AsK77/ve+zWMzQpgJo8JplzXq9oqpqPM9Ha8PhwQHj0RFuGNAZDrE8D2EJgk4LrWs8GeAELlJruv0e8+lNc9OMY+qyJssKhOfQH48ZiRHn5+eEoeb46BjPXXB2dobvOwgpUJbGZAWb5ZLAdjHCJmh3iZOIvf0DtrdUSt+WZHlCnMTYts1iOWM8mbDZbQnDkPViieeI5qKvBWlZMvR8svWWnuVS6YxOq40RkBcbonhHmkXUVUU7CMjSBCHBsW0czyZNEorSYPdD9k/6bLcLsrTACz2EtFECstUWYTQYyLOUeBvj2j6y1lA2+ghRnmJqg7AVlTY4SrJcLaiqBiFiK2i5NllVNTRLYSjLFGVZdLtd8qJisdmAgLIs0HVTuaZ5DLfceolCGIkREtty8D0fpRRal4SBRRg4bG/WTN9OWa3W1EWFa9kY7d5icAWuZ2O5AiM1aZJTVVVTyRclZSkoCoMUFp1em/2DIW6oKKsSIZpqUcpGfwIkCBtkU5Ea3SR7KRUi1+xWO8q0QOpG1yBNc4qiaHQCACmaG0+jlSAbwP2vEb8VCbSsSsK2z5N3H4GSlLXh8PCYD97/gMVsRqsdUkvD+cUZVVnhuR4fffQhlmhEKDzXoRX6zKZTPvnkl1RVDjTCDYNhn9PXr+h2O7i2z3q9YB1tUL7HbDZlMhoRtAOUgn/1x/+Cbq9PmuxwHJeDg0P298fEUURdahzHY29/j/FwyOu3FxRFxcXFFUcnJ4StNq/nb2j3Oni+z24XcXB0wMnJCZvtlm6nz9npG7bRhqqu+Na3P6ZII6qjPS7fviVOYnabNVmScO/hA/wgYDKZYFkOg9GYZy9e0Om0UdCwrOqKy4tLyrIkSyuQFr3hgEcPHnF1fc0m2uHaFr7vs96s+fKrL3n8+CF11Wzujw8PcF0PowugmTfFSUwrbOF7YQOPURatdhtT1ei6ZtDrkWcpq+UavViwXDYMosePHjOdzegN+oTtDlEU0Wq1GE+GRLuE7TZiMh6TFwkXFxd0uh0m4wlVpbE8l+5wiHQcaq2J1g3nv6F+G3zfQ1RgWR6TgwPyNMVdbW6vAEmeZ/idLpQFewfHXF5cUZSaVqtFmiYNW+VWsGQw6BKGPnlVUmhNbQxVWVALsHyXLIlAQlHkpGlMkkK31yeKY7Isw1SatCiINpcNSkEb3DBgl+Y4QYttkhMXFaQ51xfn5FmK53oUeU6epfiOIs8ziqLADXyMkaxXW+7cvU+32wMBednglVvdDlWVUxUFQkj2JmOSaEuWpoSuizYCU5aUpqQqE/Ispd3poI1gF0XoqqIqSxzXJk52BP6IKk8py6ohGlQZRVkQOC4GRZqlzY3Z1Fi3oiFFnjfsplvhECEEpgaFxLNcJIIsTQFDVWniXURdGWoNygkQ1JSmxnYkllWjbIFRkNcFdVmDlphCUxUVWhuqskYpm9FkyGDSxXbAmBrrVoSnETuBhqYqMFgN7lhmTVuvJWmSs13E6NxAJcizkjjOKMtGnkMI0OhbXHGDEFHSwlL/AVegVVWxWK4ospQoTxkMBowHI2oD/VGfOI7ZJSuU0GR5wunZW4oqxw9DDvePMd0Oz19+RbJaMep1SbOMzXbHYNxUDtKyCP2APEtZbKa0O31Cz6GuM758+gl5nDEeD2iHDawh9VwuLs44L4pG3Ucqhv0h7334IVmWkUUx773zPt3RkEIbyqzEFoqzqwuEKNluZpRlowjV67X58vMvefSDv8T15YQvPvuESkO73aMbBhRpgeuG2E4A2hBtE87O33Kwf0h1y/kd7+0zHu3x1eefMr06x7MtOoMJf/AHf8jLFy+YDEcM9vYohCAtMuI04sXTL3n46BHDYZ+9vQmL+QzHcRkOJ8xnM5aLG3TdsFVcz+fRO0/YbLeEYYdKQ9jusLp4S6sVIqTCsRwUCt8NqDuaJM/RtWZ+nWOqkt5ozOs3pzgSLKnpdtq8efWW/b1jsmTJZXrJ3fsntNsdXr95w2g0otProAKHUtVU+Y7dasNmu6E2mm67i+e5VFmGrQxVbbBsB2y7Ee0AlO+zmM2xhCQrd+ztH+O4YTOOqQ3d7oCbm5smgUqbrCxYbTf4ZXmLqSzAaK6mN7iuT6vV4ma+oN/uEEcJRV1hlCRJY+pKN2OivEAhUZaFsi2yLOHtmzd0Wg07LmiFvHr7lmyzwlaS8bi5Ac9mU1phgDaGIq/QdUbhwv7hHRzXRyOwlWJ/csBsPkcIia08jCU5uXMXJeEsjakshdYaqRRFXVBVBVWW0W630bVplKYsSVIWOIHDbrfD9mziNKXeRkCjaFTkOZW0QLrs4pQ0T5GmwpIG23PYlgm10FSIpqoTzRa/yHKUUZi6Js5TCl1S17cKZtLGtl1sS1JXOUJJhNRgaSpVUWoNWtweg6AsK0xRoauatCpxWi57+2NanRDLMSAF5rbqbASFmjEZom66SN0oLTmWhdGK3Sphs4qhks3NLioosgJdGoSh4fXfKjZJBJJfwZ8Elv3rDUF/OxJoWVFWNbs45uDokKos+MXPf8ZyucQYg+d5uA5Io7Eti5Yj8Hs9vCDEpuLll5+RZRG2skmSBEMjcdbt9tnutrRbHS4v3wIVYdii3e3z4vkz1pslUho6YYc8S7m8vKFIDYPRkLLU3Lmzx263o9vpsN2smc6mTGdTltM5nf6Ao+IOX3z1FKMNP/j+D3jwzkMW82vyJCHaJOzaHZTVtAbrzYZ3P3ify6vXTG8uSZMYMxohjcK2A45PTkjThCRJKEl58+YUKRvhifV2w+NH7/DukydMhn0++/QTxHZH2k+5c/cui/mcw8Al2a1ZrRd0uwH7ByOyJCFLMuLdjizNWM5mdNstXCXZljmB72G1OpxfXPH29Kz5DnYJo+EIywqxbZvlcolnWySJuFUg6nF0dIfVZkkYhMRJU52VWcqg16Muc1aLOaPBkIP9MZ4X8NC/z6vXL7m5mnJ0cEJdGt68esv7H36INpposyGKYvI8oywLam24ubmiFYb4rktRpHS6fayqRiobz/GwXQe/FRL6Aav5nHizpixLer0eWmsWsymdToubm6uvFbNy3cy/siS/lVMzWJYkjiLyompERLTmOk6QCEpdUUxvcEQjHWdbLnWtieua/mBArUs2qw1KWbiqEYu5urqkrGsOxwOWixmzxZQoikjTHHUeMOw3BcGw3wUMs1kzQtlutwSBT6/l0woCLCHBFhzfPeHy/Jxup8siCNC6Jsub5FTlOaUuUarBbAopMbcKVZ7nUBR5w4l3PPI0x5aNdkMcx2hjCPstiiKjLGsc18L2FcJUbLdZs4kXspF/NAZpWY28nxQgNWmWIKRFlRuMsLBt63ZBZH2NVZVCI2SFobhNfLcwI11T14Y6vxUGMZrBaMjooIvrOyhbNTJ2sumCpJRIqW5nnBJjSgwFlhSo2038erVjPduiS0FdaNJdSpbmoG+l8ETdMNaEQAgLAxghMFaF5UvGez346V88d/1WJFAMnF9c8u5773J+dkq63dDvtum3T5q7ZVFQZgnN6FcjdIUuclJtuF5f0+l26IQuuyghilPyPOf+g4eEYcAuagDn3W4XoyuQcHlxRlVqBt0OZZmhJJR5zoN7D6gri1arxYOH95jPb9hudziOxdnZOdeLOd/9nd9h1B+SV5pou8O3LKJ4x49+9Md873s/YLtesVmviTYJk/0DagHdbpfTs7e8//77HBzeIdqsEbWmrmE4HnN+dsFqs8FxXISyKDNNkqTkedZogiYRtlIEnofjerz/4bfYrrZoozm+cwJKcnr+FjdwieMIKeD+/Xucv71itVwymUw4OT6mKmvOL66YTPbZbtfkRYHrtnjw4AG245EXJUfHJ1xfXdLrdTg4OKCqStpBwztOkuZiy/OM0WBAURbsTSYEQbPY26zm9Pt9JpMJ09kc1/FZLhfcvXuPDz/8Fs+ePydJc+7cu9/cNMsaT2jevj5lsVhQ6ZrwViJOVxXzmxvCIMD1HNI0pe8Ht1JtFrZl49oKicDZ20cZ01AmaYgZtmOR1zlhGJCkMVleUeqaqmgWY74X3KoSSZRTk2w2hK0WuijY7RrqqHJs6qIER7FZb+n1BtS1xvZ92p0um/WaOIpoBW026w1BGJJnGUIqLNulKGsQivVmh0Gw2W4RQG8wZDaf4bc6pHnxdaHQfK4dljczXr98yYff/ZiyqsjzZqEVxzFFWaA8l7JslioYQ1mUrPISA7iei+O7gCDLCg4PjymKAmEKAjdgs2koi7ZlUdUVju0DAiEMhpqiTNEYHK85H1q+f0uT1NR1hZINnVNrMKZCIqgRt7NtC6ibWaQFUtUYyltN0/9eC7euaarw0mAUjA/H7O/vodwaTcNhV19r2Mqv9YCFbHQCJApLulhCUpeG2XTBdhUhSkWdaeJdSllUGC0Q5nZZJH6lsSkQAoyUWL5iOGoxnnQIQvfXSl2/FQm0rmt+53u/y9XNJb1un8CSpNEahCBNUqJoh8Rm0O+SFwWSGtvz2ewSeoMRlm2RJDvSWymxu3fuMhqPefr8KbYj8QMXeSsaW5Pj2ILQb3NzfY4uS4Tj4LoOcRQT+H0ODsa8ev2cKF4ThB7G1Hz/B3+ZCoPrtki3OXWZsluvcAx0g4DecMDbly/p9du4rsO8WnF9c83+wUHD+kkjqlqTFwaBTa8zQAgHZdm02j69focsz+m3uriphVKS3W4LoibaRpydvmYy2WO+WOJ5Hv1Oj1204/nLF7S7Xa5fTzk8OqLXHZAmMYvFisD1uby85P6duxwfHoFUXFxdYyyX/uiAwHPIswypLPyghYkiiqKk3W4322QlcF2HJC4oc83+/gSpRFPhzRcMh83WudftcLi/x8FkTJYXRHGMVIqw1UaqkMvLc9577yOevP8hq+2GGojLDNsY5vMZ69WCKs9Y7jasNktcx8W1bTzXo64K/CpoKIyVxvU8hGkES9CigdEYh8FgQBzHyF/ByLpdZnnCeDJCqkbkY7PdkaYZSlkUSKSlUF5Dbf2VeHdd1xhjyPIMygLXd0kLTV4Z4qxECIkjbaI4pa4NjvLwHZ8izxv8ardHrTXbbUyW12hTI2XD4/YdmziKuLy+5vDomDjNSNO0odsWBYPhgKvra96+ekWn1ca2HW5ubijLkpubm68FvjWarMipqhJJI/bRCGI3rfF2GwOGbmdM4PeIdlPCoI3vuuRF8bXYcmcyJMsq8ry8XSg1YswNC8kibIlGVq7WOJZNnkNel1iWR1HkaF1S1SXCshossaipdYlUYEQjaILQSGFRaUlZ1dS1oCwNujJ4jmRy54DOqNts/IVBSKupOpXdSEpSNbNX0yRRKQ0Ig23ZVGnF5dk12SZBl4Y0yknjgkqbW5Fl+avUC8K61WA3WLagPewy3O/R7Xt4no3r/AecQNvdDv1eh6pIub68pCxyOr0us8USoRQnR3cxwlDkGY5ywWhKIXjvWx/R8gOuLy9v4SRj9p/ss9tt+dmPf0Ir9LGVS5qkOH5AbQRS27RaPpvVEiOgNoYkSpGWTa8/ZLNdEucFy/UOhQVak+cJZREjLZujw0NOTu5SVxVpvOPm6oL1esF4MuL16Tnt4ZD9VptObww0UJMhDdB5u1oQhgHBaETY6jIe7+O4kjTb8ez5V3zw/nvMpjcIBVWVkaYR69UKAYyHQzxb0e+EXF5dEScJg36fQb/Pz37yU4LA5+XnnzeLAGURRTGHh4c8eviIm5sbClOjjSDa7ZiMB4StEMtuVN1brRa2bZOnMZ4Fd47u0Gm32UU7HMfBVALH84mSiI4X4lgKy7JRUuK4Lo7rkkQJYLh79x5lVXJ6+oZffPoLfvd3v0d3MOTLp18y3j+i1+kwu7mmFbj4gcM22pFEUUPLNJoyz0m2K0DQCtsMBkMcy8FoqN0CrWxevnzFnZMTOt0uiKaaClserdBpqL75FtuyabfbbGVNq98iq0vcyiPNM/KyACFoeU0F2AlClII8ySnS7LbNA12USNvFGIFjbHzpkBQ5RVqyKJakSUq322VycESSphig1+qRJAlpEqG1Jk0yWmEHqRSO32F7M8XCJYkb0Q/HdSmrkm20od1psVpH4HqM73SwXIf1douSkuvFgjTPUVLiOT7JLsVyLIzWhB2n+Vznc7rdNtvtFjvw6LR7KOWwt7+PJaHTaoNUKMumqutmbv36DVDi2h55llAWjc4oBlzXJS8rsGyUZVFlRaNdahoMqEbg2jaWEyDR6LJAKNCyxpK3G3HpNMr1ucbUhqIuKE1FuxtysD/CbrnUNJUsSiIs1cw+ZcMoklJi6qYKVUKjqJDGsJuvmV8tKJKKKoM4ysmzCl3Lpv2nWTJqY5pNvaWQytDq+uztD+n0e3hBw2RyXPtWQ/UvHr8VCbQsCn72058R+h7tMGTv7gl5keCFzTB/NVvQ7bTpDcZYjoW0G2m5+XTKz372M+qyUViajCdstisuLy9otwOqqmS1LXAc9xbDt2OXRBhdN1+IslGqxnY9tIbecIjf7rCLduiyxrYs9vf2mS/nnJ294eLymulizp17D1ivNwx7PdrdLtvdmtevXtMdjdnuIu7ce8BiuiDw/cbawbIYDYdEUcQH771PnheURcXhwR5JHhEkAZZl8flnnxLHO5IsodvtYinFyckJq+WS1WrNZrPl3XffZTQakWuD57q8PX1DXZV02yMe3r/D+dl50xo7LsvVkroqEUCr1+XF61e4UvH0i884ODhkMjwkkhvevm3EN3a7HWVVsFou2d/fbz7TyZiw1WUTx9Sige38SsHcGIOlFK7r4roBVVmy3e04Pj5qbhyjCfEts2gwHHJ9fU2v28WxLBzbJvA9VuslRZE3PG7XxujGQmI2m3N9dYPjnHEw2ef4zl1Akt4KKe+2awSaJEno9bp4rqLf75JnMXVVUBcNzVGXJWkU49kusmOxXm8oimY0omwbN2iWR2VRMbu6QZsGeG9bDkiN0Q18pioryrxo3rNlNZt018VxHJIsZRtF9Ht9NttG1q4oGk1U13UJwxaO69Lt9zl7c4Zzaznihw1Z4/rqEikVuyhiFzWUmO064e3VJUJI8jwhLypybQgclzhOQEjsW+rp3niMkgKhLPqDPq4fUJkKISRBGLJczggHPfaOj0jrmvVmR3cwIC+a3YNlWeiqbBIet1tpSzU/qwJVWcRR/LWdTlnkjU0MFo7rUukKU5Uo0VjLIJvKVSAo8oKyLlHGorxNsMPRgMG4j+Pb4AiwaMQ/LLuxnREg5K0Nj9EgGtk9SYkxhvl8zWq6pk5qyrQmibnF3NJUvAYwTRUtRYVU4HZtRuMh49GAIPQaNSuhMOhbeNR/wDCm7XbL/GbKycffYjQccHl2xstXrygxDIdjHj35gHbYCOsmecp4b8zzp19wc35GXWu63R7HxydE8Y7T0zfohjLUiObo5sO5vLigP+jznW9/i7O3p1Ra0ApbWN0elueRZgX7h4ekWc58eo3n2CzW64Z5tH/IzdU1vX6PLMvQWvPw4QO++PRTwtDnwYOHnL19y97REV7YYrGYc//+fZaLJa7bnOS73Y7ZdEq/O6TIC96evcXokuM7J6hbjcpW4NHv92HzK3mumvl8zt07d5lOZ/S6jbhvnjft2+vLc4q84O69O5y/PWW7XYER7HYxIAhbAYNBD2rDzWzKqNdBCdhtY169eMnl+RWTgyHjvQm9Xg9rNmM0GLGcL0iSlOFwSJJk9AYT7u5NOD0/o6pq/DAA07CUWq0WQgg6vT7dbg9bSbI0od/rI1VzeimlSJKE0UiRxAlFmqBshTaG3WaNkrBczMnrkqIqKYscYxqAs1IWWZ6x2ayxHQckrJY5QeABJUEQYHTjU6Qsyf7BhKrKWEwXxNGWKi/Yrrbs7R8jLMnLly9vVdcFKk3xAo/p9BrX8XAciyStMJrb4xO4nofj+ayXq0YmTUKe57RardvfY6jKquG6RxGbzYa9vb2mGh30qcqarMhp97rN+eA4FEWBVRYEIqSqNEHYIssztrsIbQxCNkLRUshmlGBAG4VULnFaUtdN8rZdr+kQEHh+iO00s0/H9bCo6bT7FEVFq9VGWRbTxRIjG/rpLk1JdglhGBL4HsluS107X/PJlbQJWyEyTUnSBCUltu0SJzuE0A0KARspXKDRlaiKBqtqWxbomqwsKapbDydRomzFaDIi6AVIW2JU81zLtUAYpLT+HNaz8WYSUqKkwRYGXWqurxas5jtMDsWuIo9LyspqAPa3c1xtQCKxLYnrBQzGHfonPVqtNq7rYynrdruvELLx6Pp13Yl/KxJoEAT8rb/5N7k4e8vPf/ozyrzg+PAuk5NjDk9OuL68YnZ9hutY+I7NL3/8E3abJa4t6Y7GKMtlNlsSxVuOju8Ams16xW47RxhFbjIGoyHdXoeXL56x2265f/ce05sb4l2CsjN2UQTvvEcWp2RRhAW0W22yrODJ++8x7E9YrjYMJ/scHN9hPO5hyUbDcjFfUpQVvV6P9S5iOp2hRpJ+v0ccR2y3W+I4ZjQasJwvcF2XJN7xxRef0um3CYOA3//93+PPfv4zqrLi6PCITz79hPF4zL1797i6umY0HLPZbPjiy68QQtAf9+kPekyvp5ydvW1mO7ettVSqqZwci+urS8aDEa0gYL3boiwLlMRvedy5e8xoPGY2m7GLImzXodI1eV6iVIExgn5/wG6zZRtFKGCz3fF6u2M46uI4DvN5c7MotWYbx7RulbSM0di2TVVVBEHQtIPTOYNBn92msY4QArK0wTAOBz12aUKUxNRVeTuXq0jTjCSK2MURu3jH8fEdJpMh7dBFWYIijwh8m7Kqm/fle3S7bYSBp0+fUeoKYVuEnS6uZ39temcMSBWSpDGh0yVJYlxlk+cltrKarbkQ+F5ARTMX9AKfvC6Jk5i9vT222y3GGNIkodvp4Xc8ou22UUhyHNqdNtPpjKKqQAjm8zm2bbPb7fBaIZXW5GXFzXxBmsRYlqQdhuRxBkgcz6XKUpSyqEsQWuEoC1ybXq9HFEVIZVEb2EXRrRCyod/v4zgWl5dTPM8njhOSNMEIiZCqSTBSEPh+s3i7XWA1Cv8VZVnSbnfASBzbJk3B9zzKorityC2ktFCWg7IcqkI1nY5QuK6HG7hkxYYi1xhxy723oTfsYAc2Uklsx8JyBC3PR2OoZbNkV7IZnyAaYz0jQRpDkRRMz2dEmxydC+JtRp5UCKzbuXcz98RIhDLYrmQw7DKZ9Gn3ApxOC9t2sB2nGdFwW3UKjTH1r527fisSqADO354xn83oDwYcHhwxHu9RAz/58Y/Z7iLef+eELI75xU9/Qp3dCs7aAXlR4UqX/nDE5GCf66tzlos5GIOjmmWE5Tm0WiHnV5eUacrJ8TF1/SuHS4mrbA4evkM37LBdbVAobNfH0LRup2/e8vDeI7786iXKbfH4SZfZzZSf/PhH9Ht9Bv0hD0eP2O0isjTDkorz8zOSNOF3f/B9dlGEVBLP97Gw8TyPd5884fnzZ7x59ZreoN84b4Zho5rjOHz4wUfM5jMwgqPjEw4Pjxv5ud2W589fcD2fcnJ0yIMHD5jP5iRxxOef/ZJeb8APfvBDLi4ucTyHw8mEi9MzHjx8wCjP+Qf/+B/znY+/jePYpGVKlCQcHDcGfpvNhrooee+99762BSmLsnGjrCuMNlBVSKtp6SqvYjQasd1uObw3QVk2s+mUveGQqirxgxBd1xRFgzcNgpDtZtMsfpRFkRcMBwPW8zmOa2OimuqWWVPeYjWlUuSl4WZ6zWa7YTabcu/uCY8e3qPf6zVV7HZFt9unrkqU9Oh2OxRFQbvXIrqJcX2PbbQlutzQ63YbM7eyIMtSRCnIyxLH9hCujxINLVIISdhuRH3nqyVeGNAb9JkuFrjKxvcDFosFlmWRZSntICSJasajMUmaIWybstJIaSFls0F3HIdeq8NqtSbLMtJpiRf4jVultJrnG0GRFjiORxKlCNOwfyQKAXiWQ23V5FmBpRxsy0FKC61ryqpGCMlitSPPEtIkRwhFlpf4nsN2s0Uohev5BEFInMYM+gOKImvQH0WBEIpWy0eg0PWtY+gt7dEYsFTjRotoFoxCCsgbQqnn+818tawp8hpLWkhH4rd83EBiuQphSaQSSCXptEI82yVKklvrDQFCA7rBfSqJ0YZoHbE4X1AlgjKB3SZBqsYEUWvR6Ev8KpcoRWcQcHC0R7fXxfdtbFeBclHKQcqGgsxtAhXCNNKCv2bu+q1IoFIp8izj8cNH5HWF8l1evn3Jy6+e4XoeH3z0PvluzYtnz/DcgPZgj8Fkj7uPHjOdXSMlRNGOF8+/pMwTFJoyr2n5LQbjHvmtZqJlFEdHd+n1u5yevsHzXOqqpshLbq5n7O8fMRoNWa02KKkYdAbkecpuswGpeff9d4mzkk6vy9PPfk66jfBsFzXewwjB2ekZg8GQwLY5vDPiky++YL5Y0h8MWG+3IAWb3ZJtIinLmr/8B3+NzXJN2G5zObvGSIWuKuJdRlmVdDsDwjBs6Ku7iP5wgO02zKTldMHrNy+Jomc8fvwuaV7x8Mn7nJ2d8dWLF01ruVigJxWnF+dYnsPdBw/4+Dsf8/KrZxweH/Gd3/0eT796yWIVMxj3eXT/PtOLC05PX92yoCxmsxkHx0fM53OG/T5B4CKBYa9PmmesVmvSLGMVpTx69JjBcIhRzcVeVhrHcqjLBuBd5iVB2AKa7XTjhWUThC5RVOLYzWIKGvtebSp0XeO4PkqCJTSmzFkupryxBZWu8X2fXRzhWBadTps8z3Bcm/29IbrMKbKsWfpML9GVQdG4POZ5RVFm1LlBJBlBUCONoB2GlKVhPNlvKJimwnFs+qMBjufR7fTIskZ9qN3uUpZlo4pE025WWqNsB+k4bHYRQto4jrz1eSooA0DaZGnWgPK0odPpsd3tKMuSKMpxvRDNrb2xbZGVBa7vYIoS1/Wo5a2Nr5SkcUkmCwaDHsYokjhjPp/RbreZ7B2x3iypamh1BixWjS2KVJLa1HS6fTzf4/r1lKDdxTc1xixoBa3GeltIsqpCIAmDNgLVJFADSG5ZTgmiNrdzU5u6rpAC2mELqDC2wfIkwpdoZRCymTk6ysZ320RJTGUESkssaSOERsgajKDONNv5is10S5VKshyU8Rl0Q5IsJYmSxpraaJQSBJ2Avf0Rg3GXsON/7TiqLBtlOdi2fdulWbe40sZuWqK+Rib8ReO3IoE6js1kf8zzl8958u67lFnC7PISSwkePbhHtt2hjMWDe09odXsErTbDvT1+8rOf4lhgo9kt5wTSIZc1Qgl6bR9tNHG0o9vrMxyPieOY7W7HerPCshS+38b3A8DG9UJGkzGr9YJKG0aTMWVVsH94xGq14OlXz9g/POHo6Ji6NixWGzq9IUdHJziOw2azgrqkKlLCsMVqvUZow5/+iz/i9//y7zMIO1y9PSNoexRlyWK+5O7dY+7eu8t0sSBJUxzXRQvYRTvu3r3LdDptoDnA7PqGq4sLXM/D9X0MhiD0ybIGsvK973+fvMwYv35NksTYtkOyWDIajvnud0LSNCXexfxHf+M/4unhCa9eviRNMj744AOysuSLp19w+uoVf/gHf0Douixv8aNCCHbRjjAMMMawXq8ZDgYErRZFXWPZNr3BAIxkt9rQ7XRYb7dstht0njEejZFC4DgOgfS4mU2pq4qibPQFgiDE8wLW6zV5XjTybbf+8cYYyqIgyzNCP6AuK9IkodIVru/Tbm9vRUqa99doCThUdYmybCb7B1QapLLZbZ81iki7DXVdUlY5opBIZaNvF1dhGFDVBtf3mIwnXJ4neJYDobyVa9PcuXOH5XLFZrP5WlQ5DEO8bg+EYHl1RavdaUD5ZQlGo+uKzWaN7wUsFsvbzbuhrmp8x8XUNYHnIX2fMkubedyt57tlNVbDjmOBbERB3NC/9VAvyLIMJWr67WNukim6TLGoCMOAOI6wlMVw/xDXsXHsZh7vuR4ISVrkbOIdrW5jzy2NYTgYgqERgE4z4jjGte1m7FHXOJaDo+xGrrAq0VlJ7XgYwS20qcKxbBzXwZI22AZjNYZw0ghsLFzh0HLayNJBliUtt4Xt2EhhYduCWjfmelGUsptWVLFFt9XHs2tuLi7J0wRNw1SSaJzAYm9/wnhv1Gi3urLpaDDYtwtPqSwcx25GXFIBDTnCEhJjmur614nfigQa7SJ+9NOf8of/8R+yXq05f30KCL7zO99rhteWxeuXb1GOzeTwmF2W8qOf/5TRsMf08oKLt6cc7e9RaU1/MKHb63B1c0EUbaiLHF3XhGFIr9OGdgdLSba7DVVVNMBi6SDilFa3zWI5w5iSJG7YP89fvODm5gZdVzx5r89oNEFJi9/5/g/54rNfYnt+o+iiNf1OiyxLUe02R8cntFtdjg+3tIIQgWC32+L7PkEYMugPsW2bWtcErRaHR0ck0Y4XTy+xpSLLMh4+fMirV6/YPzgk8DzOzs/ZxRG21vR7PTxPEsU7fvGLn7NYLrn74D5RlPD82XPuP7hPGLT4sz/7Je+88w737z/k/OKCF89f8d4HH4JUzKcLqtKgXJfvfue7/L//wd/ns08/487RIUopnj59ysnJCb3RAF1rlBAIRNMxFCV3793n4uqK84tLDvePGh/vsmospPOMs/MzFtMpd+/fp3RLKl3TajUycL7X+CJVedLMr4ygLOumUisKtNbUdU1VVajbrXeWpFhSooH5cslms6Pd7hIEIcbUbDYbBoN+o0KU57TaXfb2DI7jsdtuefniDYv5jNpoyqqgSg2B30JrQZKktNsdzs4vOdjvkecZ77//AdP5NUIIfD9gt9vdWlgfcHV1jZTytgKOWe8StK7ZxQkARkvqqkLXFZaUBJ5PqRt9TyEFtmOjhMR3bIqqRNzaDNd1TV3X2E4zjxYYpBQ4toOQqmFb+QMMjX1xEDQQosViRRRFOI5F2L4VGnYcAj9EKYvzt29wLYdOv0cQhkRJTLLZYlkWu12EMRrHtr6mTVpKsZjOkFLQbrUbhpyy8L0Ax/F49933eP78KTqsSesax3Op62aj77peI+NX5wg0lmXjODZlWdFxu/R6PQaDERcX1wx6x/QGfVzXQ5hGpm6+uGa7uGFxldBWE2Rbc31zzXy9bBSkao2RBttSjCZjBgc9wlaI7dooW6AscSvY4qCUxLatRk3fapZUzai4Rohm9CCloK6rXyt3/TsTqBDivwL+58DUGPPh7WMD4P8J3APeAP9LY8zq9v/9H4D/LVAD/3tjzD/8d71GXWv+1n/yt0mylK++eknoePyl3/8rLHcb5osldZZzcO+Yh48fM1uueP3mNS3f5Wc/+mOiXcwHH3yElIonHx8xvbnhcjqnLAssBY7nkucpV5cXICStsA1GEYYhUVSjLAvb9en3R+yimHa3w2p+w2Zxwy/WS3q9AY4UpJXAdT2UtNjudhgh+at//W/w7KsvmF5fUOYJ+W6D5XoIBNObKX4YcHLvbpMESotH77zDbDFl2BtwfT3l88++4sOPHIxq8JSuazOeTLg6v2A6bewwJpMJ6+2GsN3i0XtPWKyWvHr9ms12w/HJPl2ri+s6/ON/9I/47ne+y1//G3+Dthfy2WefMuh0ODg4ZLttnEkfPnjEq9NTvnz6lI+/+13+yd//h8ymMz796gveee8dvvPxx4Suy3q9xrIaRtbl5SVuGNDv9difTGiFLYxuuOmL5YpOt4ftekyXS6IsZblZ0e/28ByHJ+885uLyktVqyd7hPray2O22XF5c0W73GPQHDPtt9ib7JElC4HcZJRHnl2dfi2drrRFSYts2wrJRQmDbDqHnUdeaZ8+eUxQl40GH2lLEcUzYCihuF1BIQV2VDPs9XglQSt66VRowGqUU/i3bptVqIWpN6HpUVY1wLFa7Df3BEN/32G63eJ7HarWm1+vx4sULPvroI6SyqYxqJOg03FxcErabJVtZlNieS5Zm5LrGdQJqrXEcC0eoRpLQczFaY267SG0a/dCiKHAdhVQS13PJoxhjGhvoMAxptVoEQUCWZVxfXeEGbdqdELNeU5Q5VV2R37KRfD/E1CWD3oCiKlnMFui6bpZGyW31bjVLv163y3azpdVqYdkSJQRKNJjPsN3i6O59nDDEb7UbD6Y0pSjKhugxn3FyfJdNFOF4LQLfxgkdjFEMDkYMBiPGoz3SLOf+737MwcEBZd3cJMus4PPPPyFfWfScQzrHh7x4+iW77YKyzNmbjJjOZxhb0um22Dsc0x92UG4F0mC5EqUEypJYlsT33a83+lI1SbORP1U0Q5dfaaGK32gL/38D/i/A/+PPPfZ3gX9ijPkvhRB/9/bn/0II8T6NB/wHwCHwj4UQ75h/x5prOBwhsVnPr3jv3Q+YjCd89fQFbuhx9/59fM9hE+/4+//0H3FxccE7Dx/y/MtnRKsN3/rud7Atm+PDQ3728x8R7RIm4zGbKqHV6WHK5oSLdymu59M97HM1vUbZis12R+NH6NHtdXnx8jm9qs2oP+Ti7VvSKmEy3uPO/fvcffQOQkg8v/nI8kpzOb3gzelLqjSlG7Y4X25odSpev3nFnTuPGppbXZPEKbvtln6/w927D1nNFuxWW5bbDXvLGUpJprMpruPQ6bR456/8PnGc8ubtGf3hiNH+AUlZgG1hOS7vvfc+n/7853z+6Ze88+67vPveR/hBh5fPn7Nebjk8PEIpwc3VJYv1jMFowP7JHveePCIYjJDKQgif7/7gr/LmzTPuxTtmF5dUUYSjFPdO7iOUxGuF1BgCu+E6p0VOsovotNooywFtWC/XDMfj2yrDQmIQpmazXhAEHsPRgDRNydOkqaKMZnZzxc3VBUdHx5hyQqcTsrc35uZmSV2UeLZF4FnUhUALC13X2Ai63Q6O28yzsqLA1BV1WTC7uabOC0ajIa5bIVWB7/pURUES7zDUnNw55Or6kl20Yr7YYEzTukkj6bZ6ZHmOUopRv0ddJGAJ1rNrdqs1vuuDNiTRDmEqqqIRUknzDOW5rGdzxsMRuWdjmwBVlkgEisYew3LdhjooFUKCKUra4QBh4Pr6muFkjGXbXF9fY9vubaUE2mqUxhzXxRYS5fvoqgIaBhaiITn6vs9gPEIpieM4uFnFdrPBdSSdToDjOByfHHF5fs5suiTLM4QxWLZCGvAsi7ouyTJN6LewbZdOp0dZa3Td+NRn6aphl/kBXc9jen1F0Glh+Q7bdEfPDalNAzt0LJu7+4f4voeSoDEMRwfcObmHkIrxZJ+w3fpat8DQMMCyNKXXHqC15vp6yk9+8mO+/dHvcnl9ydnFa3bxCqkkJ3cOaA8DXM8Cq1GksqSDUDRLKsvCcT2EcBDCBgSVKRGC5vwUGmNKMDXcflO/MTk7Y8y/FELc+x89/LeBP7j9+/8d+OfAf3H7+H9tjMmB10KIF8D3gT/5t74GsIlSxvvH9Hodzs/PuP/OY0ajPkWZ8flnnzC9uUJakm9/+C6vnj4l3W344Q+/T6vXRmD48otfsFkt+eij73BxcYGUir39Q85en2JZLp12hzBsE4QtjBBstztcx0WXGlPXWEpxdHDAxekpd+7dZbXeIYXk3qN32MQJruMSJzE3V5ekaUqSZ0wmEzrtHv5wwmQ8YpelgMZ1XdabFdHljvF4gq4F2+2W09NTPvzO9+iUFa7j8P6TJ3SCENe1Sbc7kiRmuotY3VzjBSHHxwe0Ol0228ajSClFt9tF1zV3To7ZbncM+0MMguPjY/r9PjezGXVdESdbHj96hB96TOczPvn0K2o89g8PuLy4RGtN0Ap48PABloJXL54zGY+xleL84pKTu3dYbzYIy2K52/LBhx/i+C6+G1CkKa1WgGU5BGFI2Gqxt7dHkSWkaUy7FYLpkaQJWmva7UbHVTpw784d+t0uFxcXxHFMXpcEThvbsrGEoMhzPMdlUzeQHClEozlZa4oiJww9EIbQd8mzhM0KyiKjKutb8QmJZVvoWuPaFnXdLIHyPOXgcI83p6couaPT6WI0FEWNpSz29/pIIRhPxizmc9IsYRdtbvGPje+QFKIRPCkKsjyh3x+QpRme6xJHuwb54TQEg1pX2NKh3++TpClVrfH8gLoqsZRE3c7hhJR0ul06nQ7T6ZTAD26hNbohCPgtHNtF64pou6EoK/wwYLeLqHVNZifUWmPf4o2rqoFoObaLUhZ53uhgprcGg3me37a2IbbvUOc5eR7fztQDfC8gSRJc18VyHXQJaZxSFiX9UacBztfN+VtWFeeX19RliQp81ss17773HkeHx7SCAF3XDEcj2q0We4fH2I5Du9PFD9uNWeItjtaYRiqv026RZQ10sKoMf/s//V+w3a75b/5f/w294Rg7Exy1uzhtgbE1QjROosK2UK6DsRTCuVWEsl2gUb8H2cy5mylJIz9vuBVhgVqXRLv//9oa7xljrgCMMVdCiMnt40fAn/65553fPvb/FUKIvwP8HYBed4SwHSzX46sXr3j06D6eZ5FkCb/85c958+oFgSU5PD7k9PlTinjHO4/uE8c7OoM2FxcXbDYr9vcPyLKcoqh4/PgdFvMpynJ4/4NHlGXd2PEGAUYDtcFyHdygYSHdXJxTVgUHB/vsooRv/873+Orpc1r9AWmt+Wf/9J/wwx/+gE63w9nbU46P7uApD6MFg8kei82a5XrNarnk8PCQVsvQaQfMZzd8+OF3QAl6/Q6zxZzDyT537t6lSDOkhs1qixSK0XDSbJEdyS7a8dOf/Cn9fp/9/UPqouH4buummL9zeIAUgiSOUFYzS/3gw49YrXZcXV2yi2L+9Ec/Rkr43vd/yHc+fsSnn3/Ber1gs92SphF1XfPowSMeP35M4LmURU4Sx7zz5B20Mdiei+t53MQJz1+85N7DB9RVjeN6uK6L53tYtkttDFmWgDGsViuyNKHTbuM6LpvtFktZKGVxdXVNFEV0Oh263cZzfbZZMRyP6PfHzK8bhaessDjYP2GxnLPdbiiyRtk9TVP6/S6dToskTemHHYbDQePg6rcaVEVdM58vcWxFr9dGSInvuWy266/pekpJHj56xHq95c2bU2xb8eFHH7LeLAnCgMX89uKSkna73WA90/R2WbhpWFhIDscTNssVjttUZKPBkLqqEErRHw8pyvIWCtY4W3a7XdIkRglot1tsNlvG4/HXKvZhGNLtdRrHAM+j1WozHI6YzWaNx3qaNqBvrSmrklpr8iS9dUCo8DyPomj0XauqapKgZVFVFdPpgtD3se2K/qCDMRotNesspSwKLK8xpru5vmY8GDbjCt/jerFA3tJ9HcdBKNnAuhyH+dU1bcdjcHKHGrh77yGPHr9Du9V0ca7r0ul08DyvudY8D9tuqvHs1i/+V4SRsmwWe1I0TrnHx0cIIbFsl7/5N/8Tnr78hNdnn1GYGYWI0KZGyVvmkhKgFMpxUI5zK3t3K35xO0MWZUN7Rd6q0AsLYWqSOGazXbJczX+tRPg/9RLpXzdI+Nfut4wxfw/4ewD37r5jjg72cVybMHTJsphuq8eP/ujHzG8uORpPsJUgiiKSJKXTajObzrj/6B3evHlLFO1otbp4fohQFt/6+GM22yW1MTx57z222x0Xl9e0O10G4wntsA1lxWAwaIbpSYQuCmzHYr6YEcUpfhjw5L3HxNGWl0+f0m4F3FxdcprnmLominf0+j2m02v80OX09DXf+ta3mM9X5HnG8Z1Dvvr8E6rCsNmseffd9/jy2ZesX59RPswJwwYj+er0lMM7x8i6phYCy/N5+eI5J8dHfPfb32WzXvH21Wv6wwFXNw0b6sk7T2iFIZaliJMU33PJqpokyxmOxo2C/rDH2YsXXF1f8qMf/Qn37r3D3mQMWiOMYHp9QxgGPHv2FNexGfZ7EARsN1tKXfPg/gNmsxmbzZrhcMTZ1SW7JGFvOMYGut02cZIQJyl5WWLbLmHgc3x8jK4qkiRGSotet48xmqIo6fX6ZFnCF198cQt+rlnON9y0Bzy6/wB9K1Acxymr1RopJa2WTxLlRNEOrSt2u4h79+6wvz9qVIp0SVmA5wdoXTVbZi8ANHlRNPbJdYEX+Hz++Re3Z6lowP56jRTgeS5FkeEHLjcXN9y5d4/ttvF4ipOUlpSUZQOO3263jIZ7QI2tFL7joqSiLiuGg8YFNWy16I+GbDYbZtMpllT0Oh122x11XeLY1teLsl8B66WUPHnyhFLXLJcrpLTw/Ba15hYClQE0tNOyUTgqioIyzZCyAd3/iiXnui5VdbvMu1WXKosaGVoMhj2khJubBd1hh9V6SV6kaGmTLytM3VSGq9WaNl2SJKHjB2hq4qjB1K6WKw73D1BK4ToOcZYyX6344V/6fbQRdNod9vbGtNutBkakFFooqrqm1hl5WWFoGF2/WppVVcXZ+WuUVLdbcoHjuAStHnfu3UOrgrBr8fz056S1RS2LxnlXKoRSOMrBFhbqa8xsA00yaLRuNH2NANsSCGryLGW9XrFcLFitliRp8mslvF83gd4IIQ5uq88DYHr7+Dlw8ueedwxc/rt+mVKC0FP89Gc/Jkki3nnnMX/8r/4lUtcMux0WV9f098YUZU273SP0A0aDEYvFktVqw8nJEQ29QqGBSjcWBO1OhzhJWa03DIYjEI0ijNaa/b09kjxtqoywRcv3mc6u2WUJ3U4X11bE0ZbW7Zaz3+vjOjZlmXPn/j1enr6hP+px994Jl2ennJ+esr9/gO35HBwdkmYbttsN23XEYrXlb3Y63Lv7gD+7+THXV1c8ePSQUpesNmvqS8XRyRFGa6qyJEtLLs4bOul77z0hjtOmVfQ8siTl7ekp/UGf+XzeiFEvlkwOjhjuH5EmBbPZnMlkwMnduxRVznqzIi9j1ht48ug9xqMxr1+/pK40KmhU65Mk4eBgj/daH/Anf/Jjnj17xu/98IccHR7x5vQtDx4+IgxCjDHMFgs0BWXZaE1OJhOytGC73ZElCe1Wi4ODQ4RUX18cVR3R63UpCpe6Krm6vma5XJKXOdeXl3Q7PcJeD3lzQ1k1Nsiu51PpHNs1uKVHWRYUecmzZ8/56FvvNy2u5+H7Acr2qCpNnmcEfthQApXAtm1evHjGYNBDSUUrDBF7Fm/fnlLkBUHQJFuta5CG6WLG3Qf3yYqc4XDI6zeneJ7H0dER52fnrLI1ynY4GHb5xZ/9WWOI5wW8++RdLMum0jV7Bwcou5mp5VlGIiVVVVPEjeZp4HVv6bgVvu9//RkZII2TWwthxW4bYVs2vufjWBbRZkMSJ5S6or7VxjV2I/QhhSSJEzrdDu1Wi2izxbYs0jRpKvdBH0xje9GcNzWO3XDgMZo8zRGWwZI2282aKNqR18XXMCrbsYni+P9D3Z/EWL6m+XnY8/3n8cxjzJFz5h2qbt2aep5I2iJlSxBAgVoINEBAGwGGAS8ke+MVAa4EeEvAC9mwbNKwJRI0TIKTxGZXdxer7r2Zd8g5M+Yzz/959OIfVSJsNskuqYXuA1zcQGRGRGZknPd83/u+v+fB224xVJUkjomiGOM2ofTdTz+lyDL29g+4f/8uivIzhxJkRUJRVKoRzw+IkxQkCW/n3b7QCpbLJevNkiD0Ecg06g2EkGh1U4Z7Q4Z7+wglY+1NuFmm1XNcqaK+mqqhSDIyAlXIyEK+hWhLSJKgKIvbVpBCloYsFtNbCtiGwI8ospK8+MWGSL8Yxx7+LvBXb9/+q8Df+Zfe/1eEELoQ4hS4D/z43/TJ0iTh7/+9v4MqMp48uMPnP/1DTFMmy33ev3+DZhiouo4mqzi6y8npQ1JkSkr2Om2yMGK92hFHKXfu3qU37BJ4O5IwRDUUCkqCKKbX26vACaJgvVtiOxZlXmAbFpKiEKUZrlvDrddZLJZcnl1gmw61WoPdZk0c+SiK4NXrl9TdGrqmV/+wQqbfGeDWmji2iyorjK6uydIcTZdJkg1/57/+W6zmMz79pe9VMbz1BsoUTZGYjsekWUaUpazXK/aHPRRZQjN1NoHP3ccfYDoNbLeJkKrYotvp0h4MeX9+ThR4fPPll/z+7/4u52fvsC2Tn/zki+oUtN5SJCVnb8+gzFktxuy2a7797U8wjKrx/+bNK6azMV9+85xNkHB8eg/Xsvkn/+gfsl5vuf/4EZPRmC8/+5zri+rKG2c5huVSCpk4znBsp0qQ9YbYTp00q4C1pmPhNl3q7RqqJijyhHrdoddt0Wg4JJHH29ev+OrZVwS7CMuqUW82qTXrlJJCGIMXhRRCoMg6mmQQeimTyfx2v09CCBlD02g1apR5zPnZS1bLCWkYkYYRnVqD2Asps5J2u4UQGbWagaoqNJpNbkbXfPP8Ky4vr25PZyPiOCaKUlTVZLFc0mw26LTbtOod2p0ew/0htm0iqyqdwR73Hz5B0XSGw32Oj04o0iooEEURpm1j1Rxsx6TuOPTbbU6Ojun1ej/vUaZpShxGhLuQIk5o2DZSXnJzcY0qZHRZQxYyRVaQFTmSVJ0UVV3DNE00VSWOIpI4odfr41hWdbMFTE3DsnTsmoWQZJI4pV5z8VdbNElGl1SKuERGwbYs1sslaRTd+ppSckoKShRFkGUhklqy83bcu3uPTrvFJx99hKXIDFpNHt09xtRlJEWmBHa+TxilRFHCxfklu+0WSVDBoMOILIqZjydcvHvHm1dveP71C8ajCdfXI9abLbvNht1mg0RJEgds12sUcWsE0FRkXUNWNWRVQtVkFLmCkMiyVPWahUCVZJByNtsl787e8Pb9G0bjKd4uJk8FZSYQ2Z+Q0kMI8X+jGhh1hBBXwP8B+BvA3xZC/DXgAvjLAGVZfi2E+NvAN0AG/Kf/pgk8QJpnfO/XfshyOuWf/pN/TJYknOwPWec5dx48IE0Kkjgly0qePHqEXauxWi2Jwgiha6RZjm7a3L3/hE67xz/9p/+A3WbG8dEh282WWq3Oeu0x3N9nthijKipxGiMkGSEJWr0W19dXGKZ22zdTyPKiksOVObVGHUnAdrdh5+1w3Sam5dLsdBlPb1hsZjQdF0MuiaItZ6P3+JsVJ8d3WCxWZElE4Pk8+/Hv09w75Ic//BWuLi5Zr7fIAmxDZnx9znazo+nUiP2Q2+9npVvOEh588JjddsN2vcIwdFbbFY1mnQ8/+Rb/8O//ffb2DgGZ2WzGgwcPefP2LV9+8ZTTw2O2mw1ZkbOczbl7fFLpgH2P/YM9NjuP6zhnle4QiopprWk1mtx78Ij9g0MWyyWdQZ/f+I3f4PzsPZoqo2kqQhEYRtU/VpRqvUWSpAqUoSjEUUQZxxR5WiVs/B2aUqVnfsbczNIMWdbJ84jFfElZKlhGjZurMXEUYWoW3XYPy7SIAp80DimylCwXBH6I7wd0zA6GYf48d9/v93FdlyxLyYsE1zUJgw3TyQ2mrqPoNldXF8iShG2bFAVkaYzvbQnDgL3BkDLLEYVAkxUcyyItcq6urjA0g3qtTqPdRWg6B3ceUm+0yUsIowDHdTg5Pa0CEEGA6zo0m02Ojo64uLygVquzW63ZbHaEaUp/MGC5XKLrlXRtMplgGxZRVGldam6bRtOtDJO+h6aaBImPJFenq6QoMG0bWVHodnskSUqWZXjbHXlekqbVlHm9XtMfDun2u7x/9xZJUSr9sWXRbLfZ7bYIUVbL83GGpOioouJxCnKKPCPLS1RZptlsIskyqqQz3OuTphHNZoN2p82jJ09uQx6V/G6z2VbT/DSrgNOWSZbnTGczfG/HZj7n5mbEbLZgMp4S5jHdQY80SwnCqrdbte0CTLeC12i6hh8UCFVCUWQ0VUeSZSRFIGSZQlQvqBkCIWQkwPd2TKaXTKdTQj+kyKqkU5EX1Tyk5E9ukb4sy//oj/il3/kjfv9fB/76H+cPoesaL1++4OXXX0Ge8/DePV69+AY/CvDCmEazz+nBMZ1uh8HekK++/JIkjhgMBoR+zHQ+5s//u7+J4zj83f/mvyZLfQbDNsvVEtuokecFDx48QlZ18qKsMHZCJs8Lev0htWaLy5sbbMfF83wOj/e4vpnw+MkDzi+qb/zB3j5REqIqOp1Wh1ajUQnJshTT0FmvFuy2a8Jgi7dbY+kmYRBzcnyXOAyYjq8pyoztesnv/97v8eTJh7gNl5fPv+I73/mUq9ENrmERewGqqqBpOnlRcHl1iWoYeIHPYjZlOhmhKjKaaTLRdfq9Pn/5P/wrTCYzptMF784u6A/ecOfOHWY3F6RhSN2pkRY5ZbDjyy+fMtjb5+WrV1iOy8mde/zmb/wGkoDr0QTNsBBCkJSCVm/A/UadKImZzWYc7O8TRQGr1RLd1EnTlH5/SJ4XJGmKYRjVMniRU6vX2K1XbNc74iSqAgZSSZJEPyesy3Kladhs1gRhwovnL/n4ow/oddssl7BZr8iSBFPX0GRBbul4uw3SrZEzywoURSNLc8oiwrjd1awsoNWpLklkNE2jVnNJk5IkjbEtk+02YLv1abXb6JpEEgeomk6SJoDEyfEdTNPGCyJWixlJHDLoDTg4OMDQdWbLNUFaMnBcXMskiXa49RrL9RpFNSjKsiJc3Vov1ZFKmuQVy1MOq1OTLFOrVamler3OZr1huVqgKNXkX5JAVTWiMKhOqHFInidIikyeVf0/0zArZ5Vh8cGTjxjfjBCFuN1trRQ219c39AcDas0Grc2G1WqFqulopglFtaWgqCphXBB4Ae1uF2/nYVsWaeKz221QZQlkCVWWyYWoLBB1h5Pjh9iuQ63eQDN0PC8gKwq2tyzZxWJFlmYsVuvKbeb7pHlGFAYE2zVZmTHcH7J3cECQRqRFhiR+1seG2WxGp9epNjbiGD/wkW4Lp6IoqJKGpFTL87IkVzueZQkUeP6O1WLBdDzG95dkaV5tpxdS1fIrC8pCwC205Bd5/KlIIsVRRB4E3L9zh16/h7/b4jZqFFuwnSZRmKMpOiend/nRH/yI3WrJ/rBHFEUsF1t+5dd+i1qzxX/7T/8BhqFiN6orcKlJkEOz0aTd6TJfLmnUm2wWU7z1EkrodPvEWUaz1WN8c02/t48saaiawcHRMWc/+l1KIWi1O6xXC2pujb3+HlHk883TdzRaTRzNYr2bsVxvyLOIxWqNrlrIckoYBfQH+0RZwmwx5s5ejyguePn6OU8+esLH3/k+qqoTp9es5hN6jQZ5XrDZbFA0ldT3GQwHBJsNRZJQt22WiwWT0QhZUrh6f8H3v/dDmvUmjx5+wPHJFWlecHV1TRTsWIwnHB8d4TbqTBdzmjWH5XJBnEQQSrw/e8NYVRgOunS6Tbq9PUzdxo9TJEo08ttGT9UjUm5XqfzIZ7lcYlkOuq4TxhmzxZxarYamaXi+f6uarRBneV5UT5rAI4qqiOB2WxVX01KqJNF2yXq94OR4H8tSMHTBdicTRZWqpShzbKdGlub43o6ry2ts26HmVn4h3dBxXZflcokkJOazKrnSrNfQdZsi9YnDAFkSlEWGbRlkaYymyVi2SxjFCFWm0euQKxKL7Rq77hKev2e1XKApGpObBYf37rDc+thukzyNKTJBGAfYt5P1wWAfVdVYrVYEQYBhGBiGiSgTtss1QpLxw7AaquQ5hmFU6zyUtxQrjTiOWa0W5IWEIquEYcz+fp/1ekGU5sRxXMVgVY2V5zNfLNgfDJElmdDzCYOIZrPJ48cfVBQiVSNNM9x6nVq9ga6pmK7NKgro9nsVNOf8ip0f0h62q36oDH4ckiUxqmFgWSZFnqNbNo8ePeSjjz7AspTKlyRV6S8/jFgslwhJUBQQhUkVffV2GIbBervhZjwiDALKPKMockqqdbVCkqqNkrykLKDf79NpttjtdrR7DQ72D1j618y9CYWUVbvHso4sCiRKyhwUWSHJYiaTCbPJhN12S5EXFf2rGsojyqJKPZVV8RSKgqr/GSbSF1mOYWg4rsN0dM1mtWK73VRuGUVGk21OH3/Em7NzFvMpp8dHVcYY+PW/8DsMDw74v/xX/yVpuKHpukRxiKbXiCIfu12j3mgwn83p7h2w85fMZws02cTUHXTDJPd9RuMZkmpyePqQb75+zpMnH1CUJTXXodtqkWcpdq1Go9EgTCNWmyWmpbNezhgM+qyWSzxvUyVdsoJNsKHdbqNpKkgl7cGQhJKLqyscy6bd6TIejTg4vkMu4OT4LuF2x2C4TxCnXFxe8vLlK3a7SvO7WEyhgDiMcUybb314l2fPnlFr1zm/uCDLMl69ec3pnbv0BgOgYLsQ6LJClGWcDoeYNZsijSmKkrwomY7GFEXK/nCIrspomsFyekOw25GXEq1Wh8PDQ1StgoNkWUpZyiiomJKL7/k8e/aUbqeLXaux3qwJPY+642DoGnmREwQ+YeiTJjFZHhPHIZvNhul0yna7JYorCLNQVJhc0ug61NsmlqFiaQqxIpEh4douWZ6xXW/YbjaESUaYpPTWHq1OF1mR2ex2xHFULYXHCa5j43se5+eXDPcGlVJaFGiGju1Y6JpBUQrqjS6arjOdT8iTkGbN4f35BZbTQLNcnHqdMPLRdA3XspiPJxSySiT7KN0WN1dX5GmCpbpcXdzQ7+9Rr9eZz6fVDqmhY9drGHbJbrVlu9kSUxD6AVJZgTdKBGUhCMKYgp8R1XMkVVCIAs0xuPfBY66vL7l8f0W322G323J0dEz09h1lnmEaOrZrY1o6Xugh5IpuJCmC8XRMrV6nFGBaFiIrWE3HFHmKblrsH7aZLedMlxP83QqBhGWbbNc5klRi2zoff+tDZrMpDx7e45PvPMFynCo9lZdsN1t2O484TilvT6Bvl2uErKEbNmkGn//Bj1ks5ux2a/Jb+Z0QoKoS+W1fVzdMTMMCJGLfIzQtGrhIUslqt2YTeiAJNNVAkWXE7ZJPteZZsNxOGI0umc9nFHml8CiKnLzUKg88ZYUJFoAsY5g29UYT23aBp3/s2vWnooAalkmYxDz9vc8J1htMTafeamJYDoZRp9XaZzaf8PSzn/DBwweUBdxMx9x/8pDDOyf8+Me/j1QkPHrwkFcvXnB6fEqaJJiaTbPRpdXqkiHjNps8f/kMWVbotbsMhntIksTN1QWqIjg8OmS72yAEHB8fcT2+5nB/n8VsRilkdNNE0bSqie2reP6Wq4szXLvG/v4Bi80MWWgYhkG9ZmBZFldXV+iWheXWsCyXNAzJs5Qo9CmQ+ec/+uf8+q/9JqEfcu/uA3RDJhESw/0DWu0Ok/EYTTdo9wasFgsMSSaMI4Iw5jd/63cwLZPxeILve6y3a77+6hl37z2o9h91g4P9A0azCZ7v44cBNddm0B9iaCYCwXo6Z71eoyommlbhyPqDHrKisVzt+PzpUx49vEev20UIKuBHWVAgyJKE+/fuIyEogGa9zm69rrQcuw1xntJuNbBtg81mRZoKoihgs1mzWi4Io5g0KxFStQDu+zsuLi9QZIlho4mm6TRqDVyrTpjGbL0NOBl5nlFTNMqiZDKdYNoq+/vV1TrPUtIkIUlippMpzWaTJE2ZzuZIqoxh2dhOnTA6Q1ZV2o0OZamQpFnVS9VNttsdZZ4ReBsqDXlR9VYbDY4O7vDs6TPCIMCuNYnjpOoTt5q8ffue/v4BQpHxghBF1Wl1u2SlYO15NGt1NF2l3+2wiQPiMISyxDQM/DDGD0LcWh3f9zFNE0mWkRUJL/DIi4w4rbxQqqbR6VYusCiK6He7rLdrJFnQbDcwDYPI9wkCn/l0QhDsSLIYRVXwwwp2E213qLIgRyaTZdIsY3+/SiuJLKPVbJOncQUh1lSefPCYo6M9Pv30I1rtDrpezRGSLGc+nrNcLCtxY1ni+R4FBe1eBy9ICOKY9WZHq9VGkQWWof7clpokCZJU3R5UVamSVnmOrpl4ux0FAtOUubouuLg5I8+zKjBxK4cTlOR5jh94zOczFosZSRxRloKikKq0kZCq/6hispIsY5gGTs2lXq9jWzb6n+UTaBRFvD87I80ybNOi1+3R7PW4uhqjqCWPnzzk82c/Za/XYXR1g6KYfPTRd2n0G6zWS5aLKYNOh9lkQbPR5fDghOl0grf12e8fk+Q5tVaDr7/5GqkoaTWbHBwdIlSF84sz5LLEUGR67Sbvz894cP8uvu/RajV5+vnneJsNh8cnRGlCrdagSLNKmZpDWcBu5/Hk0YfklLiOw97gAM/zSJKE8WSKoRs4jkOrleKvF1i6hiwkoESTFWQhYRgGtqWz3Syq69TFOSdHxzy4f59mq4WqacwXU+I4QIiSd6/O+PzpF+wNhmhqtXoy6HfZ7DzOz95xdHxCIaDeajBazJAkiX5/iGaoZLcDBFlSePX8LbPpjP5AsPjyG0qqnPbh0TGGYdHpVsU0ipNbS6JMmVdXrs12S5kXUFTZbUWR0DSFsshxai3yMiOOQnTbwnFsLs4nrJZLdFVF13V2ux27IKYsSlRNJ9z5LCYLDNXAkDUMVSUMU7abbeUgz2KSICCOItKyKjK7nc9nP5ly/vach48eMBwOiKKSKIoBwXg8wXFcdlsPSZVQVY3BcB9FsxndjNF1C8t2SPOcMElA1hnPFixnczqdFuObNZZRQzMrUhOaRK3uMn13gRn4dMoWrltjFwSM53N6h/tsPZ8kLWi2uph2jSzPcJx6NRHWVdrtJtH1FbW6SxxF+FFIXoJhGkhSlRZyXbcaysUxRZIRhxHvX79BVmRqDZdWp8vW88nKnG6vw9bbIkkSu92OwA8o0pQ8TRhdXWLXHLaeR2h5hHGEqkgsNyt6nRrr9QKA1WpFo1Zn2BtwenSMLEukWYauKPT6HX71V3+ApgtarRZC0vH9iPVux7v3Z4RBzMMHD9ENne1mQ16WFIqEEOCHIcvVljhKCEOf9WZFkaf0el18z2exmBPHIb63w3YcFKVqXxi6Rc11cZt1NF0mij2CcAtkFXm+yCnzKlCwXMyZTCfstjuqtXOZspQpCwkhKlOoJIMkVe0Qx3VwXBfbtjBMDdNU0LQ/oSn8/xSPLEnRFIVM02g6Dm6jzmy2RNMdfuu3f4eXr18RhiG2rtIfDtCtGsv1ila/wXw5Qzd0dMthNjvnt3/zt1gtl8ymK46PTrDcGt5qhudvkPKIeLdjf38fP44QabWs6xUS7e6AUggkRUbI1VRVymQW8wWu7TCfL/nw2x9X0+OsqNiFckESJeRpQZ4V3Lv3kDgMefnyOWFQLeZWk+oCQTVVl4VElqRIQmA5TY4PD3n96hWD/h6WbXF+8ZZ6s1X1LV2X0fU1X33zFQeHB0ymY46OjynKAqvmslyt+MlPfsLBcMh6s2IyueEHP/wh7969xXUc7j9+wny1ot6o8+7dO/r9Hpvdhjsnd0iCjLt37vIrv/4b7LYbotAjCv1KQaIqqIpSEYSShPF4TKvVQlHVW+e4Qatdp1FvkMQxcRjdPgFMkiRmt93g+TtUrcp0X19dkiRVRFNXVabbLf52R1mUVSHdelAILNPGW+946b0my3Ie3btPtz/ENGwKqaQoc4LdjsVixnw1J8tS2s0267VHHie3qLOQTq+NYRjVKcbz2O12eJ5Hr9dn5wUsVztO7z1i5yXohoUXeDRaHe7ee8DrN++RSlFxWNOUKE2otw2m8yVuo81kPOLm+gbbdrAtG+UWDyfKkv1hH9/b0mx2CD0PUWSQZ2x2W9rtFmkckJYp7V6bm8kNhqEThAFpkpDl1VK9t93+3LlUDUkUhKbjl7Berqg3akiqwnqzAyHj1FwUTaXT6XB5WUFYDg8OQAbTNrm4uqDWrpEkEbvthqTMK8iGKlU7qZaFJMF2lxAlMbplcnx6zOXVBe1OA1koPHr0AD/w8PyUZqvaOigBUUrYusXdOw8wTZP5YlGZASQJb7cl8GO225Dx9YSr0Q15nhFHPqpC1ZtM89vDoUAWFUKvNAocp4YQgvVmjd10qdUsZtsr0twHKUcSgjSJWe42zOZTvM2mirACgp/ZSSuHPHDbJhA4roNpW5i2hWWZaJqKpmmYpo6Q/gwXUF3XORjuUUglvr/j7Oqa9crnz/+Fv8Rssap20DSD/aND0jRmPJ1UT95gx3IxqyaNFxMOj0/IsoJvvn7BnTunfOd73yMqUrRY46tnnxOuV/TaPUzTJMlSVEWjVmugSBr94YD1doXbaFKWkCQJ0+tpxf9MMjq9HoZpMR6PiL2A3XaHLJfkWYFtWQgEjXqT3336lIuzMxzHoV5v3OoTpNsIo8tUkjBUBVVTCUOfME3Z2z/k+vqK4V4X3TCQJJlmq0WR5bx795Y4DnFrJtPpFKdWZzQa862PP8Lf7og8n9VyiSSBbZu8fvWSJ48ecX0z4umXT6seWRghgMloxHA44PmXXzPsDzFkjYPTU+I0Js0SprMRge+R5wWNWg3LMGi1WnT3DjFsC1VRKctqD3Gz2WIaJrIs4Tg2goLpdMx0NsV1bSRZsF4v8bwteZYSBgGqrBAEYYU7MwyW6w1JCZqqIlE53mVFpdZu49bqyJqKZugc1A5IspSr60t22w1FDjW3QRT6LOZrjg/vUqQ7DM2gzHMWszmKokEpk2fVOppp2gRBTL3WQpI1JFnFdutcvH+PW3e4vrlBEjrBbkuj0aA/HHB+dc3gsEen00PVHHRV5+ztO8IoRFZBVxUW8xn+dsdqPq8Kt27ir3dokiD2dwQy+JsNuiw4vXsKlCRZSr1W4+7de6QvX/L+/XuQZEzTRroFhMRxRK93RKvZ5PzsPY5jU6u51BsNNNvgzeszDg+PCIIQQzfY3z/g3du3eJ6P5wcohoYf7FBMldV2w2K5IIwiZENjPp8iFbDIYw4O9n5O53fsNlESo1k6rW6LwaCHoaggMqIwrwjxSAhJ4AcVILrb7SIrKpvtDs/3CYJqSyNKAigk/G1IGkV0Oy3mizlxWbDdelCU1ViyBFM3gBIhVwvwRV5i120M06raMkVKkoZkeURRZAR+zGI5Y71aEkUR/EwMJ6oEUl5yS7YXKKqE5djYroHjOtXNS1HRdAVD11BV87+n7P8Cjz8VBbSkZLVeVTCEPCdL4PGjb9HuDxiPx6yXW2rNOoZjsbhaMB6N6He7rFZLdvMtw/6AYauF2Wry2bPP6XRaPP7gMYqlsbiZcH72njiMMa0a9XYHVddAKUnipMqg91pEUVTtlIkCkNltd4yvL7l7eo/6YI/VxkPICqUQXI9uqNs2q9Ucx7awHJcoiQk8DylLaVomruNiOTXi1Zo0SQmikPv37zNtuMRBWKWdHIvJfImuyQwHbV588xWSJLGJ1xzdOWY0ugEKao6FKEtOjw6wVJmTgwF/7+/9Nww6XeLQwzFMDFMjSSrP+HazoShKJFVGlWUyIdGvN5iMr4kDj/t3TyhLCcPUCHc7nv70p0iioN2skUYxsqJiOS7NVpN6q0mapSxmU1zXrWRqecZsurnNa1vouorQNJrdAaphMp9O0FWl6l86FtvNBkUyKMuCKE7x4yW7KCKTBEVeUYpM08YyLSzbQtUV8jhAkXLcuoUhy+DH7PVbHO912O2qSO9sNqFuOWzXS+7cOyWOIxQEUlbtNNrN6uoax3Flx3RcHMfFqdWZ3Ixp1RqcpwW7dYBhWKx2C/YPT/CDEMNwsYwahupQJKBrOiUCWTHp7TU4e/uO5c0lumGwWq9BkTA0nSyKCQMPy3XZbtfcjKbcXF3z/R+0SeKMdqvHbrer4Bi6TrNW57Uf0ux0QJS4lsEiDqm7De6c3sH3AkzHwnZ15vM5imFQa7bodjrkeUGaCUpZq8hJWUm31WUynWE7OqZtcLd5zNnbc5aLBbZp0LRM1CJluVowGl9Ta1TQj7wsWCzmqJIgTxJqtkPo+QhLx7IN3LpbZeEpWcxGFKWE23AIw4Tlcoq321aT8MTHNWVMw6UsJXr9Pt1eh9V2jWHIzKaC0U2AH/goskohQMpKTEWrPPdpiaoIgiDBdeu0mm2yMma6nBEkO1abNavlijSKKbIcSUiU5JSiRMiVprygwtcZloxTs3DrNqouoesquqahaUZVPGUdWbKqfVHpzzCRvixLTo+OePb0GUma0OsN+MEPP2U8GfMv/vl/x6/9yq8yvHPEzeiSL7/8DE0xSNOYVqtHfzDAvM2PJ6Mxpmnxwccf4Scx4XTMq6+eEochmgSOVcENJAm+/BdP6ff3uHP3PkkSEYRetSy/3aCpFr1+l7P3r1kuFyiqwf7BPuQ5m+W6yvq22wT+lrpbR9VNWp0uO98jK3KGe3sYhkUupGqRPIlRNY2aW8Nt9QijMXEusV5sGR4cVWxITWG1muPW6ji1OgJYLSqPfLfbJkmT23ZAzvt379DKAn+zpD/sEIUhUVb5bzzPw3VrnBwfs13v+Mnv/SEnd+4Sels63S6mbTMajTg8POLm5grTdDg5OeLF86+puSY1t4aqm5XM7XpElKS4Tg3TtFivt6zXm58DhgGm0wmmaaAqFdNSVzV6nS6+7+H7HpAiSWBaOr7vEUYBvu+RZRlpmhFFBaqsUuSCJMpJkoSHj+9z9+4dZFmwXCwwNBlVqb5HWRKTZTFp6iMrBbW6iaZrTFdLvvXxx0ynE1rNxs+JXKZpoShqZZrUDa5GI9pRynq5Yn//kCcffMwXT5/R7tTxwpReb8D1zYjAj8iyHNepMZ8vkCSJ8WjC8fEJzUadL3/6OV6twenDh2yTGLkUdLtdvnn+nCBOSYuUx48fcfbufTUcOz+n2W5jmEa1n5pllZROQG84QFZV/DDAtCykzQbbdWl2Oqh6gF1z6fe7fPXVl0hC4uz9OxRVYzafc/fufbI0JUticgqOT09Yb9YE0ZayrKRr1aqXW1kJfJ8wrOhK7VaLJIpRZKXq6+cVyX4yHtNs1RmPR3zyybexLAvDMGg0Kuc9VISs+XyGH0T4vsdysaBZr2DlSZLghT7L5Zqzi2t2XoBhOmRZBcwO/YAkjkGv0nZZnpNJObZTx3EbdDtDdF2n0XCoORZhnhCFATejazbbHUUhkCowHXlR+aTKUpBmJZJSyfLsmo3tmpiWgWaoKFqBrlnoqoum2rdaZpmyVKCU/mxbORVF5dWLt5SFRN1t8f0f/JAkS3jx9Vc8enCfu3dPuZje8E//yT9EEtDdb1dWQcclLwouzt4RpRGP7z7BbdQxbItcgq+fPWUxnvDhBx+wWMyIk4gkT3jz9SsMRUcg02z3ub66wLYt0iREFoI4TjAMk6IoSNOUMAyASiegItHo9MiLjCiKUIREzW3Q6+/x4tXXeL4PeYbt1gkDD8oMTVN48eIFB4fH9Ab7rOYbFusthQTtTo/p+Jog3NJo1HHdBqgyYeAxHPQQZaXuzbf5z0k7u92WYa9XSeDyDMO2uDi/wNQtBoMh9VoDVdVp1BUU1cI2bTRJIooDRu/OiKKQ8XjM8ckxA13j+PiUwNswGY84PDik2epSCEizFJAwTQtDN9B0HShvn0Tg+97tKoqAouTi7Jw8jRECLLPCzqmqgu2YFHlJHHskSUBR5vhBRaKvroXVvqimV9i4Vy9eIgt48uQxeZ4ShjGZLCNJEHoeklyi6RLZOuby8ppGvUshW1zfjOkPBsRxQq3RRgiBLKuUJURRzM1ojGmYXF5esTfY4+z9BYpuYpgumm5zfNwgSwvKUuD7AbVagzhObvFwBkJUazrtVpdud0CSZlyPRnR7A2LPZ76YUa+7TOZjjk9PoCxI0pjh3gBZlljO5mx9r5r+Nup4nl/FRHvdivgUhchCRpa1W7d7Sa3dQpVVNEWh3eoxm40JPR/NyNBVhfl8ysHhAfP5DN3UUTUFVZFZr9fomsb52QUyBaqqUKvVME2T6+tLoGTY74EAVZbRFJW0LOj22qRZQlkWWJaJkAVBFKKbBlc317iOS56XvHn5gvVuh24YdLpdjuwDdtsNz59/ja5rrDZLLi+vGU8XRHGKYdXRbsErjmUjIZHkOaUk0A0dSVQQEduykSQZx3FoNpoUecwXX3zG2fl7vGQLhUAqq+Wloixv1cQgKwqarqKbJqZdmUEt28IwDYQMpi5j6A6KbKFI5i2ZvrgVy8EfwTz6N9eu/6HF73+MR54XHN95TL1eZ29vyNfPv0HTVLrdPp9891POpxMuL6548uhDyiKj0+xS5LDdebcL5wqtTqtKHjUbRGmC53m8efGaOydH5AVESc7DRx+wCwOiKMLWDFynQV5K6JbDan6FIlXaCi8MqzUVu3qlsmwbSZa4Pr+g0+nS6w14/s0XhGGAqWi0Wx1K5KoolCVhHGE5NvPVDF2rkM1FXjAZjzl98JD9vSHn78/wohBFktF1lTQTaLrKarVCr1mQpqiyhOM6PH/xgn63krx5nkej0eRwOES6uub09JTVaoU4lNBUjSzLb0lGKklREJUlkqpRRiGu7XJ0eqeKCl6e8ezZU77+5it++tM/5Ld+47fQdY0yLysjpW0hKTLjyYQ3r9+iKArD4ZBms0mj3kRRZfI8q7BoRYaqKBwfHhLHEYG3Q1Vlqk3dmPV6SRwnJGlYJUZkCddxiOMVWR7hmDamoYHIMAwH06zz5vUbptMxTx4/ptdrkGYJiiSAgt1uR7NZZziU2G19NpstjaZNGib42wBJVtlsfAxdIc8Kri5vsB2H6WjC3v4+hmGi6Dq1ZpvpdEW90eW/+2c/4t//D/4DkiiAUrDZ7Lh3/z5v376j1WrjujWazTa93oBClvn+r/wS/mbHu/MzTu7UQdcxDJU4DrDs6trbH/bwfY9mvYah6YRhRM112Xg7mt025y/Pmc1nfPcH3yOLE24uLgmSohLNNZogKzgNh91my3q+YjwZkYQ7ms0aUZzS73a5GU/wdzueffmUWqPBcNgnSypU3GbjURaVFXOzWVfDzFvfum1Xaa08yyiNyi8vSSVuzSVJIgxDZ3//YdWeEIL1dkuapShC4eryGj8IOD49odlqMplO8Xc7sjSm2Wpwc33NqxevWKw26KaDoamEQUiaZChCQlNUXNclpSQrqzU213WxTAPDVKnVLJqtGvWGw3J9g7db307dy1sFcbU2VwoQChjmbbG0dCzbRFJkFE1H0zU0Q68MBqqGIleA5co0WoIERZFVb4s/IaXH/xQPRVV5/MFHyIrMs2fPGE1nfPytj2i0mrx886YSqSkmqipV1+0owVZ1gtgnTiO+/OorNEXld377z1Gr1/CDgOuz98gSDPYGvPjmOY8eP8KPYt6+eEOZC9x6m8PjU5IkRpMFsiQxGo24PLui3mxXeV/NpNloVj6XOAUhId2u4IzGY2RNR1I1UASyBhIFpmVVEANVZbvxqLkuEgLLMtmsVziWwWq1QFIkmkYLUJAkjTiMeTd9y2B4wujsgrIs6HZarBdLHNPENAwWiyVpmqLIKqPpgsOTu+SFIAwyDg9OCEKP+WyKZZtcX5/R3T/m7r1TZFmh37+Dv9uy267Ji4KHDz/g3v1HjMYjtpsNL1684mB/H0WuCD6SqlCz6pzeuYMqVXHIPM+Zz+aEYRXXcxwbx7FZr5YESkyjVsfRKvOhkAryMiMKM0zLocRns1mSZxlpFJPFMaokkQlBkWVYRnU6ybKELJM4OT5EkiBLI8bjERISYejTarq4lkUWpfQ6fSyrwVdfvebyas59t4VpWgRhiOPYTCYjDN1AV3XCXUirVcGnbbdGf3+f0c2UVlvQ6/f56puv+YM/+AO+9cm3SbOc7WZLo9HEsm387Y5eu4ttOQR+QF1zKUWJYqh8+OET5osVBTKm2yAvwLRyNM0iyUp0y2K33bFYLNg7OCROEi7Pz9kbDvG8NUkaMJ+MScKEw/0DJrMZuqVzdXXBzvM4vXOMt/O4Or+k3ajTdG3iMMD3QuazGaapcXH+hjIJWU4jiiwlL3L87QY/Snnw8BG7zYpGs8V8MaugyaZNlmQsfA/Kgnod0iTGqdncuXeP+WKKoiusdyvevH7D6ekpk/UK3dCZTedsVltarQ7kBc8+/wwhqgJYd+tcX13x/v0lcSrQDYf1ZktRgqrqCFRKAYUQJFmOZhjYpoGqqDTqTQQyvh+hmz5N0US2NOZXKxbrFX4QkUoSlBlQVP19Q8OwdAxTQzdVdFNFNasMv6pp6KqJrhgYqokqV2K52xH9rUO+BDKEJP3Zlsqpioof+lxfXzMaj/j13/x10jzh2dOnyJLE/e49yjzDMk026yXz2QSnbqEqEkHgk2YZ3/nkO9Radd6+fkPdrbHbbviN3/w1JtMxe3sDKAtm0wVFnGFZLsODY3IERZIyn0/xPJ88hzjJse0aimygKCbd/pA4ign9CNutoWg6qq6i6xZpGdHqDvCCkLYoCX0fw7SqXlEUkxVgWTVGowkNt8ZuXWHCLMdkMp1imjLbrUez1WY+ueLe3Xv4QYa32vDow8cgSg73D1itFvhhxGQ8Ym/vgE7L5eL6hm6vT81x0TQdRYLrmwsazTqXlxdomsrF21es51PqjSaPP/gQP9hRd+wKu5Zl1BwX8+SEr776isViRpoENOpN7j54jO1a1fUt9JCFgi2g5rrca96jLEHXDaIopCgyTk9O0VSdLM1Yr+eYtoHv71jtloiyIIlCyrI6hadJWmHYipIizassMzJJnPDBBx/gug5uzSEJAyQBuqERxT5xmtGoN1nMJwy7XdIk4e3bBc3OgO9+/3s8+KBgtVqz9bwKeJxVXM7NakOz2Wa5WJEWBYPhAY1Wi9VqQxTHvHr3GqdR4zvf/ZTf/b0fccf3mc0XKLJCmqU0Gw3mN2Muzs7pDYb0+n38rcdytaI76BPu/Ao3Z9psttUVf9jvk+Yl33zzEtuprotJlLDe7Gi3W7SaDdbLObZlUOQJb1++rApSWbL2NjiOS+DtyNMEU1OQJEG7WcexbK4uL9FUGVlRELKEW3MYX58z7HZ4f37JFz/9KW69jqBA11VUQ2N77SEpCsYttjCJExRJptXpYpga3nZLklWFJC+hADa7bfXxisLrl69YLpd8/PHHVQAijDk5vctsOiOOIqzbF5aryyuur69ZrTZsvYg4TUAW1eBGUUnTBCEpGJaDZTnIsoKuaxUQ2zDpd/ewbBvd1nCbNS5Hl7w9e0WaJ0jyrdBQVVE1GVlX0EwdzdRQNQnV0FF0HVlTUTQVVVGr1oesocl6tQ9aCn4WSZaFoBQFZZ5SFgIh/WKl8E9FARWSwA8D5osFv/07v02tUePLL5/RarVwHAdV10iJ+dEf/gsO+gMsTUUpIE0yNustT558yJ1799mst8ymc2zTxrYdkjglzyEKfUzLYDYeYRkmzWYdWa5WXEogjBNktcLEFaVAUXR03eJg/4gwSJEkmfV2S7vbxanVqpOopNJq1oiijGGnT5FVVsmfeb6zLK0yx7ZJsk7YrtaomsbV5RXdbpf3789/jiErigLbcpGETFkmDIdDBIIkTZiMx8RJhFur8+u//ussFktsy8V0XCzLYrlcEAQ7nn7x2W0qo4VpmqxWS2q2iyYXrGYTrs9txpMxeZYy6A/o9/q8fX2JVXf5wQ++w6sXz/ny2VM0wyRF4qOPPuSoc0xduKRZgaKq5BQVhyEv8HeVDE3VTeIoYrNaIyhRlWpwpiqCuuuw26wJw4AkjrCtajl6u/YxDZs4KsiLEk3X0A2dLE/o9TpVUkStFvKrk3iXIs9Joohuu8fO8zEMlcFwwHbn82r8NYd3nlCr2xVNSCgYNZOyLJiO57RaJrabswsiFEWnWe9wPRpTlALLsfl///3/D/+Lf+/fx667vH3zhu9+73t88fnnxEEIeY6iqewfHBLGCX4YsFt7aKZJ4CUs5xvyNGMwNBCUrNZLNFNlOVvihyEPH95nNLomDRMk3aLf75OmKZPJGEOSsRQDP/fJ8hTkkl63gywr7LZb4rCixT958oROu83XX3+NU3eZzSas1ivu379H4AeVo77WoN0O2Hlbgiggz2O8qPo6N6NrsjjAsUwCITFfLOi22yiGhuk6zOYzNNMgShPOz8+QZYkkjUiSqgeeJBnHxyfM50tmswUHR8fMF0uSJKbX6xMEIfPZnOlsWkFlTJMoyZEUmThNgap4W5JMmlW59J+BVOr1erUhYdu3UBOJwbBHIVLOn75ifHNGlPogJZiaQDI0VENHVhUUXcG0rJ/fkHRVR1VUJCEhIyNRkZnKUlSGqpJbE2dJKRWUZAgpJ0tT/F34C9WuPxUFFFH9IH/07Y+ZLRfMF/MKnabrtNttdr7Hj/7ZP+P0+BhD07k8v+TDjz5hul4ThTG/9Msfsd7uuHh/xsHBEdfXI4o8R5JUwiimNxjy5uU3aLJEs16j0bglbTe6pHlGrz9gOrnm+mZEs9Xm5PQE369gr0WZY5kWpu1QImHZLrppc+fOXbbLSiWbZhnz+eL2H0hmb2+fNE1Z3i7hx0GI1bUIo5DNdsu9+/eQ5eoffTafYJgqQih89fXXIEkMu30sy2JyPsaybKazSeUpOjxCVVUsy0ItBKvVkjgKWK3nBIGHQOB5Gs1mg0bjlDyJkSSFm5sLwjjjyYcfcjMZkZbVi/HJ6SkXlxe8fvmK0+MTXMviZjwmT2N++uM/5LM//EParRadvT0arRbD4ZDNeollWGiyemu1VKrhTrAjSxM67SZCKjAMFUNSkMoCiYLpOGAyHZPnYJoWYVigqRmFKGm1Gli2Qa/XoVavYVk2SRiwXq9QFRnKjDxLWC7mlLmEZdlstmGVGy/B1E2uLq/o9fokScRkMuX4+IhOu4vnheimjdNooU03LOYbTHNDzW1hmDar1ZJHDx/y7u1bPnz8hNcvXyHLMg8fPmQ9W1BkOaUQVf5a139eICRZJkkTTMtkvVgiqRLDzoDzi/fMJmP8jYcfhqRpTFHkbLZrnEadJI2QZQXTMCFLydK80gZ7O3RVBkkh9H2yNKHd7tButRBlwc3oivV2hV2zQZE5OjlmvpjTabfJ0pwwjIiiiJ23xXIsFvMppaJzc3NFkkR0221EWdxi/GxM08L3/ApVl6QoQuB7ATc3N7dqYq2SsBUlzWaT2WzOYrGg1qiTFyVJljPcO8ALNlyPblguV2RZRpwmBFGI7diUSKR5iSQp1alZlqk3LJqtToWKzKvFd1XR0HUT3dCQFcF4cslodsXN+D1p4VNqKYou0HUJSVdQbv3uiqphqgaKoqOqaqWOQa5kftyClYWMkCoxIaJElgSSXIKAOE7ZrZeMb264vvg3ct//lY8/FQW0GlAMePXqFUIIZpNxlT/udfE8j7OLM2ytivddXtzw8NGH2E6d2cs3/OAHv8R8vkRSJI6Oj/E2O968fstf+ot/saJxRzGjyZjVakW3XkOIkt1ui6zaZHnBarXBaejIisrxySl7w0O63RZv371mtV4wHA4oKaGQcGt1SiAIApqtBq9ffINjVfugR6cnOE7ttkFfYzqZsD/cR5UloijGrmlIWnV1VlWFVqtFGEYMDw9oNFyinVct3Ic78iLnzZs3ZEVKkKQA1aS7BNt2mM/nTGYLajUHRYaTk2NUWWK1XGNZBqenJ5imQRiGIBQ+/Nb3CeOc47t3OdmsOHv7huvJjDvHJrV6gy+fPmM5X/K9737K4cEx78/PmYwnWLrB/GZU0csVhRng1lxMt45jORRlTpalmLrG4eEBRZ4R+FsoC1RZoRQlrWaj8pbPJkhCYuvt0HWL4bBOp1MynoxQVY39vb2KFg/Ytk2n1aTVanBzfUWeFjTqNdrNJtPxijQT5EjIcgUMjqKMVMicn19Qb1Tg5m+++QrHqqPqOrKqMtw7oO72yPKSyXTGan2BJINcSnibHXfu3iO7JUe9ePGCveGQKAhot1oUicR6u2E43Of16zfsDQZomoJbb7CczWi26yALCkoe3r9HGAS8W6w4OtzH9zyOjg5ZL+cUZcTNzSW25ZCmBaZhsrq8oNdpsVsv8ATkokrQ1ByHyWhEmWWMbm7IywLLcXj95jX3Hjwg9D0WiwWzyQQZQZpm5FVFwrRMdNMgR2I2nWKZOgcHB7x5/ZqD/b3qBrHdkZOiSQ0UIZGEEX7oISRBkiTcv3+fZrOFt1lWcdKy5OT0DsO9PWrNFppqMp1N2Wy2hHGMoimEcVQZFrICoxBYlothWgihoOtV4KIoqfr4isrR4SGu46CoCkII6jUHzZD5w89+j69fPSXOdsimqGy0pkBTK19SJfnTK6CIpCFkDUVSkG8FcqIskJFRpKrQlkBepghKRFEQxRGr1Zarq2smN5cEO58yLX6x2vU/SgX8H/gIwoD/x9/625iawuXoPft7Pdpug6u3z6tXGUXFtm3W2y3f/8H3CYKIvMx58tFHrNc7dM0gzQPevz3DMi2+891PsGs278/f0mo4TEZjyqyk3z8gjlOiPKFmNzAdEyMK6HS6rKcLFFQs28KPAhRJwttu2ZoOTqODrFZWxlfPv+TB/TtosoRtWpDn5HGKoagouo6mmKiKgyRv0I2cJI1RDRvVsHCbLRo1l93aw9BtdE2i3aoW+1frLaWiUWt0CHZLbt6es5jP+ejb36LdGpDGE+7euU8QeHz91VcEYcB2Y7HbenS7fQa9Lt1WlzAKKXPBbhsgGybNZosgiDAsk+V8yhdffMG7t2+4e3LE1cU5vX6fX/mNX2O1WfPy3Tt0VePeg/t88PG3yZO8OlmnOZZqoGt6BUrOMyajEcqtJ1zTDUpRIikqcpKQxTGi1FDlkixNKDNo1FokYYoqmSS5wKm3qDdaHGz2SaKITqtDr9NB1QS+v0VSa+RSTrffIQ0jQFAUJXfvd9CtBig6m82asixQZIXL60uePn3G9eiKTruNrpu4br1qv8yWFEmB29pjNJnx4NFDnn35jCLPKDOFDz7+FgiJ+XJOv9vl7du3nB4eohgaaDKkBaPRNcPBPt12j81qSZTbHD24g6YqeIs1lmLw6vkrag0XL44QpkytaXN1cYkyGFTGTklFKkvsms7Xz7+hbjtkWUQYhRiWjaobRH6AbVsIIRGGMZPxiHrNRVFUvMUKuSi4fPeuorpHIU8ePmC12WCZFjWvCjmYtkszL5hMJsgUmJrGcrkmzSCMM+r1Jpv5ikWwpTMYYDcEEjlaqNzGQru0202urt8zGt1wMDxA1zRUXSWIE9jsiPwbNpsNi/kK0zIREYSToPo7ahKKLBBlhigyanUXzajaNKblVASkWhPHqqEqCrZj0Ww3cC2Nm/E1mq7i1HWyYEkuJ+iqhqLqKKpaPQ9VBSQVJAUhyUhCgCjJyxQFGVlS0RS9cs0XKQUpcR6ThxG75YrJZMx4NCHyomrr5DY3/4s8/lQU0CgIuXN6jyjY0Ru2Wc9HnL17hWvXSNOMveMTdruQw6NjXr89I45THn7wEUG6I80SDNNmvfKp1+u0W23KsuTrr78myzPKsnKz7x8cUm+12O0C0hI63Q5QosgSYRAyX8xptlq312CfJE0J/IAoTqjLCpbtkOU5URyjKgp5miArJSIvcWsWJVkFzlVtkjwjLXIyCTTbQnNM0iKnYdnYVo3N2qPV7BHFKWmaE0ZbgiBgMOgjBFz4W4oCGo0WsqKRRx4//P53kSmZjm/od9tsPYOLy0sMw6LZbBCnOad377FYLG4X5Q+BkvVqXbERZzOazSb3792j06ozm0x4+uwZvd6Qwd4+R6fHHO6dEAU+o5sq631wcEyn36uGaHmKnmc4pkHk+bcQDgvTsoiSmCgJK8akYRBmWeUoVzTSOEdRdGRJR1UNag0T3XQpkKnXmhweHKAqCklUxU0VucByDSRVpswVkjSkKLkVsGmcX16R5Jc0mh1s2+Xi8gbTtKk3Wnzv+98nihJ83yfLC0zLodVsM58vGI0mjOYevcGA7WbN3bt3efP2NbVWi+Vqw/XVJYZm8OjRQ84vLhhNJty5d580S+jtDTg6Srk4v6Reb9Kot8gkge000FSb5WpHEYcgCcqiRJMUdNVCQqHb6bCcT2m1aiAEi8UCLwwq4V63w2KzZrScVZl0oeOHIZphYpoWlm1TZAmGabHb+QR+QKvdJo0yhgf7PLz3iOH+kJcvnzMdjeh0u0RZBV+BavfV8zwe3H/AbDLDuIV07985oSgLav6W6WxKHAaoaiXwazgu9Vrj57DqTrfLZrtBKiW88Yg79+qEYchXXz4jSVLqrQ4qMmdXI8pSYLpORXhPMoq8RNKqpSNZVgmChCDY0us7aJqNqikUIke3VBRNcDU+57MvfsKby1cUSohu6Ugir/Qdt0VUUuRbHXEVKS3LouqVFyWKcou/1FQQJUnskxUZcRKzWiwYX9ywnCxI0oKigLIoydPilhP6ZziJpGkaZVmiGQYUIbPxhCxOyPWcMIjQVYtPvv09tjsP0yz46KP7NJpdVrsdmq7w1bOnnBwf49g2YRRycXFBu92m025x/v497W4PTdNIioJCkrFsG8u2effuLbqi4NZsnFqNes1lNp1Sa9SrYZKq0e50MSybXq/H5eUZRV4wnc0QZYYkFWRJQqPpkKUxlmlimi5uvUYuFXjeijxL8YMAx65yzlEYIaSq+W2a1fS50arh1myCwKdWqyErKs1Wm163h12vcXh0zPTmpmJebrYcHB6ALHPIIc1mm93W4+joBFU3abQ6PHj0hMViwXa55PL8gqLIaNYdpuNr0jii2+sy3B9imCbffPkct95kt/M5f3eOqamoWsU0nRkzZFVF002GgyGOZWIICbkAu9GoNBp5jiTL2JaFIgvyNME2DaIgIEvyilYfpyRphlNvcTOeEachp3cf4Dg1oniHLMs02k10VUUUMUWZkYsSUzco44xd4pFkKX4Qo2o6seczublBN2wcu0673aWUSzTDpqsaRFGCpmsUZUmW5nT7Ot3ePq9evuHm6pKz8/c8+eAD+v0+37x4wfHBIae/fMrF2RlZVvA7f+4vcHZ2xs7zcRybVy/fcHR0dOtTkjBVg1fv3nNzcV2t6JgGCpUls908IE0iKCpKlb/zyNIE27aYLWZYtoNlu0iKjmHaNDsdvMuQJMuJ05S8rOj+BSGSInP/3mOKPCNJcp588CE1t86rb14x6A2xaw6r9RZv63N9dU2+V3JweMz5+RlxVqHobNv5uVJjb/+ARrPJ1fU181Vl44zjBFU3aLaa9DoNiixhvd5Qq99+bB6juS66opFTtdsu3p/TqDcwTJO0gJvLK/IMdMOgoKTIC3TdpESgqgpCrtb49ptddMMhyyUkSUOSwXZtag2L69EZb949Z+GN0GvgJymlyFAUrTp5KlpFAislylKqbJy3SDtJlMgCRFlWyhdZwK2KermYMxmP2cxWZEEKuQTlz7QyUOZVcOIX3KP/01FAJSFothyWyzlv3nyDJCAtJQy7QZpHtLoHhFmOqpe0Ow5CaOy86odOUSR63Q6RH9Hv93h/9h7Xdel0OkzHE8IwQkgyzVaHXRhRqzVx6w22uw2KIlgt5li2eQuuMAh8H8O2KIWg3ene5p8VLMtitVrhuk7laNE1giDGVHVsu856t612BJs9NNOgoTUZjS9vG9qCdq2BXICmK3h+iFOroek6umUSx1XRiKLw9gdOZrh/wMHePoUEZ+cXuM0O0+mYeqePbtcYGjqffPIdzs8vMXQTw9R5++YVzUaT97stRVlUX7fV4vLqjCyLcV2T+WxMWea4jQa6afDv/i//IkKueny2rZMnCYbmYDk18qJAEhK+7/Pu3Q7LMhi02ji6gRRWkUQhSSi6hqrIlHlakcgpK15kHLPbrdnuVhiGgmbVGR7eJfATdM2m5jSoNRw0VSLPYsI4wFQgTSK2QYgqKZCDpms4bo3dzmc6nZEnJbqkE3gBSZZj2ibNbhdZ1oiCBNM0yLKM2XRMUZScnV2gKgq9Xh9FkZgvlzz94nP29w94dO8BjuMwHk84uXe3inzKMvfuP+Ddu3fUGw3SNCcIwlt7ZkrNtfnOJx9x/voVhlmdFtNbdW5WFgRJzGa7YjYNSaKIOAoY3UxQLIsHjx4jyRoDp45EThRGvHr+CqtjE0cpkiyTlwU1y6IswbQtXr18yd0792h3eqRJSqvfwXRM0jRmNZuRRQnHx3cYHh1gmiZFVvDy7StkSaHZbBHHKZZbI0hjZssFrmWyni/YP95jmlWGS8N2aXcHnL95hW27LJdrktQnTVLkUiLYBQhVodbMUFSVRrNOmqaMr8ckBdx98IjVcs5ut0GRZBzLRTeNiuylV6tGrU6DWq2DpjnouoFlSzg1g/l6zPXonNHsktl2RC5HlEqJJCu3Zk0FqE73hajWmYRS+czkW/tmWRSUoqLSr9c7VqsVo+spm8WWJMpQCglVaBRFSZylFGVZYRjzSvNd9U//+I9/G6ncIfB/BirMOfzNsiz/j0KIFvC3gBPgDPgPy7Jc3X7M/w74a1QGkv91WZb/4F/3NUoK/O2c5fSSNPQJvRghDNJM8OG3PsVpdLh6/ZqT09Mq7uW4Fb3GMPnq8+doisLDB49IspQwDrn/4C6z6ZSb60vKJOPBx9+m2elwdnmFQKmuMplgG1QJmTzLsAwDSQJJFgRhhCLL6LpFGMTYSU6BhJAr/FXNtbAtHU0z0VSTOM4rL42qoCoSUgm7tU+W5hi6imuY1F2HMAzJ0xxZkhBSSZKH5FGJ49TIi4zVaknDLQn9kP3hHlESc3F9haapNGoOouiimSbT5RJRwvOXr2i3u+zvHxP4PmpTxvd8gjDg+vqG8WhMv9dlMpnjeVuyPK2c4XlJiUS31+P9+3cEYUiWZeRpxv7eAUFSsLyZUG802fk3HB0eMdzfY7lcMF+tsQ+OUHQNWZJJ4oi8yCh1iSgM8LYbRJGja2pFaZIalLfxT1muVkwG/R5FAWkSYts2hqYg0PF9KNIAVdFo1Cq/jh8FpFmKrJg0Wx0U1WA5W1FkJU6zSZyljMcjxrMlTz74iFa3x3qzYzYaEwcRum6w3x/w7t17hCRjmCZPnnzA9WjEu9dvadUbDPb30XWD9XZH4HkoisydO6cEQZ/L83PKLOX58+f88q/8Ml9+8Yz1bMqg32M9HWM7NUS9jh/4OLbFZHKD53ts12uODw548eIFiizjeyGnBwd0ez02G484DBnfXLDdrnBtE/KULE0xFI0kDNE6Mna38nodHB3Q7jX54tlPcd0GfhCgmSq2ZaIZOk69zsnpKc9fv6hg0FlGs96k0Wyw2qwJ45BGu8n1aMT9Bw95//olkiQxGk9YLJeomspuu2E+VTENHUFFtLoZXaLqCp1WB03T6Q0GXJ1f0usOWK+X3IxGtDo9Tu485MXz52zWOyhA11XCOMY0rYq8ZVfepjSOcAwF01aRVQlZgXdnb/jsyx9zM7kgLDagpMiyQFYqr7uQKlp9SVkVzarAUJYZRVmQlwKp1CjyEn8XsVwsmU2nbNdb0qRAlAoUEoWkEZc5eZ6SFyVlKZHFGXmSYplWdfv9kyigVHbN/21Zlp8JIVzgp0KIfwj8r4B/XJbl3xBC/OfAfw78Z0KIJ8BfAT4A9oB/JIR48K+zc8ZxSOhvuDw7I4kShNCwLZduf4/h4SGpgG998m12nl9xGGs1PG/DbrvF9wLuf+vbxHnOZrelP9gjjhMuLs6I45DjvSMGgyFJXlYrNIbB4d6An/7kDxjfjDAMiyAIKkWCtyHNMxzDQEZQpjm6pmNbNmESYdg2rWYdWRL4wRohq7Q6faIkI0hiECW6qpCnKU23wbrWYLue4/uVDiIt0upq7XnsHR7hRSG6rPDm7Tu++73v4joWib+l1+nSarVYLGaYRiUXuzh/g2U67AKfxWaDv5pT5CXrtUfruxWBx9INDNOmKAXHx6c8fvwBcRzTG+xxdXWFqqnUG1UeutVqIcsy57sL8lRgmzUyOWU6W7F3esrp4SmqJLOvVEzPzWrHowePUTUFWZYrY6OoXnBURa7inKpKo9kgS2OSuPLGm4aFp4S4jk5aVrlnIZUYuopuypTkpGmOoETTdAoKsjSmLMCtNak1OqRJRhiGRHFGiURvOMD3AzZbD1nVaVuVSXU+nXJxcUmz1cZxbWQhWK1WaJrGkw+fsNx67O3vI0kS9UaLQbfH+zdvCAKfb3/6XeI05f2717x8+YK9vQG2bTKfpqyWM0pVYX7LU2i264xG1wRRhOFY7LwN0+kYy3GIkohOt0sYRBi6RbPZpN/r4gc+uqzxL378Y/r9AZv5iunsBsPUOD05rF5csxyRS+SU1F2H5WrFBx9+RF5mfP75T26v1nXGkzFZnjIYDLi5GdFpd7keT8nSgsePHxNFIdPRhF63T6PV5M27N3S6He7du8/7t2eslmsM2+JydE2r3eJgOOSLLz6jTE5wLZ0sS9luN5RFSbvVo9Pt3YKeU06OT3n/9pzRdMJ3vvtdNEPn6U+f4m12WIaDLMu4t4bWNIpR0hJHNWm2mxi6ShhskOQUS3MZT2Z89vTHTFYjMhGDWlBKFTKPojphZlmOUGQQUIoSVYBETtVozcnSnN16x2q+ZjqZE/lJNVEvKhg9VJzVEkGa5ZSloCwVpFKjTCNEWqDY6p+olXMEjG7f3gkhngP7wL9HpTsG+C+B/xb4z27f/38vyzIG3gsh3gDfB37/j/oaRV4yupkghEGj1eHxkw9xm01Mx6HWbpCkGUHoAwWSJAgCHyEJpssZn3zvUzbrNZ1+DyOx6ba7XF++J0syRpMxn3z6fS4nY5K0IEozTu4c4wdbZvMJJRllkZHnBbVanYvLC2RZqYyIJXhJgmHYQEGahtUPgF/l18tcodvbIxcC17K5mYyoORZ5XlCWBUKSsR2HKPQQkkwUxyAkTFvj5ZsbJpMJrXafMq+EWIZhcHN9gS7DLvBJri6xLRNZyDTbTb6efo1sWvhJhOtYvP1mRL1W4/DgoAIWxzHNRqWXja5v+PrLZ9RqNfb29jAsk8cfPKHebCArCiUCw7KIoojf+nOPkRBkSYrveXR6Xa5nU7zdDrvVptVoomoKiiL/nGlqWRZFUVCUJUKICsogSwhFVCsshoFlmpR5lb0eDAfESQqyRpxVi+marpMkMYoqkacpRZGTpTGR7yNL1QS6KCCKE8pSodlskmcxilwR23XDwsxKPD9ANywMTSNOUuSy4M3zb9A0E9OqYZgWmqZh2TYpFUDCtm2ur69RVJUPv/MJXhBwfnVJp9ejVq+xv7/PcrmsyEFRSLPlsvUD5rMxzXYdRTcofR+hKvT2+iznCzzPQygy9UajsgvYNjvfQ1YUbsbj25bSDfP1hk6zxZtXrzi5c0SaJ8RxiuvW2W62BJ5Ps9NmMZ/T6fWQFRlvs+Xt27c8evSYq6srijKn02mzXK44ODjk6uqaTrvDBx9+hFtz+PLLZzi1Gp7vs1qvyNOc8c2E195brq+u+PDDJ9zcXNJqteh1uqRpwpNHj5hNx0zGIZZl4Lo2elntcPp+iGXdJuz8kJO7d/jO975LGEWMRjfcOT1h22nj7TwkSaCqOqqsUVpVC8IybFRZIEsFlqXgh1veXr5mvprhxytyEZKWPkUpkIVaXasRUErIirgNmEiQgazkSEAaZGwDj/VyzXK2Iw5jKARFVl3LQUISCppmUNzCZEAgSzqSqF78KXOEVIJUkPFvtK//Kx9/rB6oEOIE+AT4Q6B/W1wpy3IkhOjd/rZ94A/+pQ+7un3f/+/n+k+A/wTA1C1k2eLf+Uu/Rb3e5Ozikqwomc8XyIpK4Afs7+2j6xp+4KEZJooqsEyDb77+qjo9btZIlPhezGw6YrNe8fDBI9xGi/fvz2jU2xwM9jE0g/ObS2pujWkwqxzSWTXsGN2MMU0DbrPrV55Ho9Fhvd7Q7rUwdZPNaonQDCQEvf6A8fyatEyIwxCr16XIq+Z1SVzlqD0LwzRx3DrLzQrdsiuqUQkSZSVh+9n1Pi/ZxSGmbdHv9vjmy2fYhs7V+SWu26CgpNmok6cZjx7eJ88yvvryGSD4wQ9/ieV6xXa3BQSffPodttst16MbXr16xUcffoSiyciyhG7Z+IGPppu8PTvDdVw6rRaNdps4y+gPhhwdnZAlKTXXRdcUsixFVR1UraLSB0FAFPi4toVjW0hySV7kpGlKkaeVbVLXKYqSskiQZaWCL5sW6s/I9qZBSYEoSpI4pNA0LMMkjmLiOGd0c0Pgh4RJxrt379F1Hdd1qr6jolJvNFF0kzwvyEqBqhtsNj6KrDGZzKk1Cj744IOqeE2n5Iife3j6/T5FmSPLUmXMFDKz+RzXdcnzygPf6XSwbAtZGBi6hRdGTGcLfvUHv4RlWLw7e8fF2fvq91kWcRRVrZA8x3Zdur0enV6H8fiGi/Nzojii2+/g1By63TZhGGKYZrX1kaTIkvRzv30QBBwYVZ/Z8zwGgz6O4yBLOg1Romoajx8/4eryhlary9FJtftbwT8kTk7vMB6NeP7iBdv1GttxCHyfO3eO2Xlb+sM9aq5FHEY4tsF2s0YgUFSVEgnHrWM7Va8yjhPmsznz+YL9/QPa3Q7Pv3mO73nkWVapWW4jtKZp0jKMar/T1DAsE9dysGwZioy3b9/y1evnTBYTUiIUQ6LUckolRxQKBQXqz243EiAqU+ktH5nYjwh2Puvllt3GJ40z8qS81cxQgZolBYSMJClUiqXilvmpABKInKJMyKQA3RS4A42DOwe8+2L0xymHwB+jgAohHOD/CfxvyrLcCvFHjv3/Vb/w/3dALsvybwJ/E+Bw/6T81V/5bba+x+//+Mc8evIYXdOrK/p6Q6vVYrfb8u79Gb/8y7+KrKi8ePEVT3/6EwxZ5cHpKXlZsPOmrFcrlssprWaTDz/4kNHVFXmSoSDTqjfZbX2ur8bouo2i7JAkFdt2iZMUz/fpdDtIQrDbVY6ZRqOBH6VIaNRrDYo0IQw8siRHdxoEyY4o2mJZOlmaY1nVytJsPmH/6ADDrAjYlm0zWy/RJQ3LdmnUa0Thju1mzf3HH7BaLpEVhTDM6HZ7FYpNkuh2OiTXNyw2G3r2gN16zejsgtO7J/zo93+EaVgcHR2xmM/p7+3z9u1bojBkMBxSArV6nV/9tV8jDAP+4Pd/hK7A8OCIzmAf260Rxj5R7JPlMd12G92w2Gx2mEZC4AdcXl7R7TTZ3xuSpilplmCabRr1OkqzSVlUjpo4iUjTGFmWMQ2doiygLFFVDSFkVEUDVa9WksoSWZGRZBlJaORpimk6FSNSKSpVRVbS7/bZahvioqCkpN1q02g0qrx2KShKSLKC+XJKuzdEN21kPULNZT78+ITVes3rN2+ZzGYMh0PULMW2bbI8Z7Pd0ut1kQWEeYyhm4SawXazYTAY4AcBkhDougllQavhUq+XdIHdesfp8TGb9YrFcsbN5SXtdouvnz9nPJ1yfHLMfn+PMIro9jp4wY4Hjx/y43/xh+x3T7Bci/uPH+J7HpPJlCIvqdeb2JZFFlfe936/TxSG3IzHpGnMo0ePWa3WvH79ClmRsEybl8uX2Hadx48f4vkes9mc0eiag8MDvvzya9brFbqmM+gPuLq8QtIk2u0m1zc3KEqT6WSKLAST0TXbzRrd0HCcOu12i3rdJc8y1os1aVpFOlvNdrVKdnFBEARMxxO87Y7esM/HH3+E4ziYpkGRFeiajtC1yvNUCnRVZrVcMhpN2e0CsgIKqazy8lKBkEpkqUSG258dCYEMRUGel+RZzm7n4a22BNuQNC4pM4UiF5AXVfEUAklIFEiUQqIQEpJUpZFKkVWlSeQgxdg1hfsfPeDOvUOclkkm/wnSmIQQKlXx/L+WZfn/un33RAgxvD19DoHp7fuvgMN/6cMPgH9tTirLc55984xWu8W3v/URcRHx/uIdm9kSTdVJ0z0a3R7f+vQTMjJuLs4YXb7GNmQatRqmrbPxPNIckjin3+0zONjnzdkrdGQCL2WlaDx88oBXb16w2y0oC4t2p4MfxGiGjlB1evuHWE4VI5RlBct2SdKkihNSoCsqmqqxjhJUU6UgZ3o9Yb/XQ5Vl8jSvKDbLBWHoU6QlpmzSqndw623EdEKSR9y794iykFgsxsRhRJHFRFGEU2uQRCHi1p20v7dHlmfkZc7e/hBJUVj4AaOb6tTxO3/hL3EzmRB4HsF8Qbvb4+jgkH/8j/4Ru9Wagzt3aLZaLOYz3r97S71m0+01Wa42CNWgLCVm0xtm0wmnJyfcnL29vX67tLt93FqTw4MjZLlkuphjWdV1OM3Kym9TpOi6gqQIZAmUW/9TnmeUhUDXLSSpSofkhVT9vVQZGZBliSxNUSnR1QoxlqUZgR+R5xlJlpMUKYUi8Ld+tdMYRERpgeW4FGVBEkeYmkmv0WW72JAZCQd7B6zWG4Qsc3x6QpYm3IxvuLq5oNFsVutRroMfhCCrhGHI189foWsyggxJVWj1uuwfH/MHv/t76KpGt9Ngs5wRJwl3Hz7h2dffMDg8QLMcxHpDrW4z3OuxmEyRhMKdvX3CJGaxrCKNrVaT8/O3yEBNs3n3/BWNhsvZ+7fYbo2jvWNKIai321ydnVE360xns1vuavXiVHNskiiultNTiac//QLTafI//0sf8fXzZ9TrtQqcXKszGc/YLGd8+PGHuLUa/mZLf9il0W4SRwnexufy3SuWmw2maWLoKnlRUmu0KtfWeklRQr1eo9vuVO2aomQ5W5EnOatl1bJo1Oo8vHefMA3ZbVeUeYyld+m0W7i1JppuICsaJYIkipjOV/hpQSYgK1Mosirll5RIQkHSVSq0bAKlIEsl8iDB3wV42xDfC0mSnDwvkUT1nJRFFdkUtwVXICOXGoUkUYickgJIKSQfw9Hp7be5d+cR3b0GqDl5UZCJmLz8E0oiieqo+X8Cnpdl+V/8S7/0d4G/CvyN2///nX/p/f+VEOK/oBoi3Qd+/K/7GkWe0W7VqqtfFvPs88+QRMmbF6+4d/cBh8M9hKazWSwxTZPXz5+z1+uxmS1RVAPHbbDaeOy2IbZdZ9Dt8eb9OzabFR8/eczN+C1Oo01e5KxWK8q8xNttEXJAs13lzqM4pj8YIJcpi+mM4XAPvWuQpCmuayFLAs02ubz0oSwRlPi7HaqQq523nMpPY5psNht2mx2WYVGkOfVWmzTNcEwHU5fxtzGOYzOdCtbrHZQKZVn9EOiaQeCvMXWDRr3BerPk+PgEoamMpxMUTaNAMJktaA72OD6+gyRJzCZjNpsNWZrx4YcfMh2PgZzZfMzXz54yHPTpdlrossq/8+f/Zzx/8Zbzt2ccHQ35+PETLi8uiZOQeqdHnOWUZYauS5gG2JZNzTGqwc1mRRZHmLqOY1crWL4Xk+c5pmlW9HJdQbotkJKkIISELN+mQrL8vxftlSVCFKRpfOu2qfYGk6T6fG6tXnnCLYcojtludsymE8ydR61ep9vrUiKRlT5oKs1GkzyrkjdRGDG+uERWJIooQjdN0iDErdVotdqEdkJe5NiOzcnJCZcXZ+y2K+aLOd3Viu//4Id88p3v8MVPPiMJI3RVZTaesF4sONjbZzQe4Qc+tusyGO7Rbjc5PQ1p1l1KuSDzEqI4ZTqd0mo10VST73zrEygF3npDu+5Scx2W61VFI4siZFmm1+txfn5OnufU63Wuri/Z398jDEOajQZuzUVWJBAav/rrv8U3L58hAMceECdxVfQ6HU4Ph9xMxzTbbd6fn3N8dEAplXz208958/oFpqHy4OEj+v0+11eXjG+umU7nNNKcveGQJAq5Ob9CIDANi/5gSBivkHYhNbfGcDCsnjdRxMpbVdLEosT3fXRNx3EaUFAlpvKczXrF9dUli8WcwPcpi6LicZYlslxBkouyqAaKZU6eFAS7CH8bEgUhWZpBXlDeAqeFkKAUlIWgRENIAmRxyy3IKKSMXE4wTIl+r87BvSN6BwMs14IiJy9TMlJyuaQoy190j/7f6gT6K8B/DHwphPji9n3/e6rC+beFEH8NuAD+MkBZll8LIf428A3VBP8//ddN4AEUReanP/kDvv3JJ3zz9RekgU8UxNRrTT768GOSMCH0QlrdPtPZlJrjMhlNyTL4+JNPidKYz37yE2o1l9MPP2SxWJBlJb1OnyQpkBWNB48ek1OgqQovL864c1wdkutu5YaeLJZYlkUW+QgBtZpLEIT4fogsS0gS7LwtWZYCJaokiOIQQ9PZrDe0Wx2ms3XFHEQwn85RJBm3VqcQlf642+gQJj5FEeJ5OxqNFuPxkjgt0DSd2WyGVEKe5cx2M3RFZrtd0+8PWa+31SpIUXJ05y69/j6SqPbtPn/2Bffv3cXSVc7Pzuh2OkglfPXVl9y7f4dPv/MJ6+WSs7dv6feHfPHZUxTVxNQrodbZ2QXD/oCa6yKrKlGWsjccUpYFf/j7v0cUxQyHlWahVquhqTK2a5HnWQXilSVEWZHp4zhD12WKokqQSLfZbkVRMDQDREGSpLffR0jztHoyCQiDgDSJybK8enKUUBbVqaLVaNNtdymKgjhOWSxWbLc7as0WUZpg2TW2uy2arOFaJlJZ4NpdyrKg7tgslwsMVcUxTHbrNYZpEYQBo/EI26hx5/QuUdSjt1ywXK/4+umXfPDRRzz+8Ak3Z2+RKHBcB0VWQJbZbjcVtb5eo9XpYtkWWV5gWDar3YxGo0bgRwghKnBGluKtl5xfnNHtdgmCkJvra0bjcWWZzAtWizmp7SCEwHEcNpsNAontxqPf72GaNt//3g9Zbues1x5v3rxkPLpCVzU2yyXt1u32RhijqQp5UfLZ5085PjrBMDTevX9DFPk8eHgfTdexnAZRnOF5IQeHJ0RRSLvVRJQSWZJTdxsEUYQXhEjzBffu3Wc+HSPLEtvtlpubG7IsQzFUGvU69UYD17bRNZPQjxBIlQplMuLzz37CeDJl5/ukRYKsyUiKCXKBkHMkSpI4JUpCIi8g3iUkYUGWi+rzCA1JlBSlQOQyJdV1XRIKQlbIyUBKK2unktPouRzdO2T/sE2n5RBLOzKRkKoFIoc8z8nJycsSIYtfdI/+32oK/8/5V/c1AX7nj/iYvw789X/bP0SWZdy/f0q9ZnF99R5FEmiqxre/+z1U0+TqZsSdxw+xay7J+IbRbEK3VuO7n34Hw9b54ovP8L0Vn37yEa1Og69efoWpa6yWS+q1JvsHR+wd7JMVCb6/QlMr62EpNDZrj5NTpUomUMXByrKaivt+WLlTZBlEibfbkeUpO2+LqtiEfiUs+9l134pyirxkONjj/YszFvMlvf099Dwl2G7RhESRCwxTxw99RFlwdHxCnMZkaU5ZpNRrLlsvwdAbuLZFq9kgzwo0VUe3bV6/ecfHn3xCr9/n4v0Z79694pNPv83z598wuaxODOvVqkrXnNzB2wQcHexzvbvi7r0H+EGAXatx994jNN1mF6zYbbcEYUjLNOl0O9W1z/O5eH9BGhastx6HJybtbpd6o47j2MhySZmrUJbIUkXAKW+n8lmWIsmVZ1OSpGoqq2qVBiUMCaPoZz8ocKvzKIoCVZMxzRppkpLEefXiJ+coSkKWJZRFjmUbpHnK4GCP7cZnNp5xcDishlaGjmW5CCFQdJXA85FlFcPS8YItN+Mb2r0u3VYT23FwQxfd1Pjmy5c06k0MTSMMAhI/JPYjzs/PuXP/HmkaMBtd8eTjj5ittigUvHrxgr2DgwpOXBS8evOKMI7ZegFlqSKExuHhSaUNUaoray5JlKpEXKZstgFZmnF4sE8SR/hBhFdzicKITz/9FF3X+elPf1qtgpnWz8lFlIKf/vgzZEnnzp07lHGCkJVbbfGaZqPO+fkZpmmxDTx+6Zd/mTgIef7NcyaTa/r9LuvthuVqA7LJ/v4ew8Eem/WSKI6wbYNXL18iKBn0utw72qMoqp6kJElESch27dPtdjk5OanaOpaBaRhYpoGmKliGhSgVwjhgPBoxmYyouRarlYwISjRFrb4fpUAqqhto6Pt4QUIYhZXeOJegkBCipMwLikIiv71lS4pA3IJDclGSlz5CSdEtweGdPqd3D2h1a6CVCCklLncglUiyICdDlkAWJaKouKB5edtD/QUefyqSSLquIUslk9E1u82WZq1DfzDAdl3G8xmnD+5TazU4vzznZnTN/sE+b54/5+Bwn6+efcZsckO3065Yk7sNZZkRJxmaqiAkjXuP7lFKgu16W5GqDZ04jjk8Pma3C6vEg6yQpjESCs1GAyEEURSjGzqOY+IHO2QF5rMxqiRh6Do319eIAryth+M45IXEduvhOnU6nR5JmmG7LllZsJzO6A2GRKuUwNtRc2vMFwv6gyGyKmOqKjebGVuRgYBGo02eZ+wCH9OukUsSnVabX/+132C32bBcrSjLnL1BlyJL0FSZ1WaJt93RbXXxfZ/BwT6fffYZWZLx/R/+Cq/fvuHozj1OTu9hmg6bjUcQxriNOvfu38W99XGfX5xjWw4np3c4Ob5HIRe49RrNZoOSil5OWVSKB7kKEFDmyJWXsSqksqiuRZIgK1IiP6qgD4BjVUI6IVXXtrzISZKUIPBZrzYoskoYxBRFdfXXTJ3/L3V/Emtblub3Yb+1dr/36Zvbd69/L5qMiGwrM4tMio0oskhKsE1DMzcENDHgqeSRRwLkiWeeaCTCgG1SFigWxUqTrMpqsqvIjIyMzOhff/v29Gf3e6/lwTrxWJTFclYBJWQd4OFFXNzz7r3nnv3tb33f///7B1aIH3iURUEgHZSSrG+02VjfxrbNyjYvShzfRto2RV1heS51XVJV5jXd29vFCzykJRiPb1BoNtbW6H6ryycff0JeVHz1a1/ho1/+ktFozOjqnOvrC3a2thjP5nTThEarQRUntCIfxxKsDQf0um0+/OV76EJQq5qXL18SBi7NZpv9W7v4kYe7sLE6beS5iX5Jk5zBcEAUhnz6+WfYjsPx0RGbW3uEUZPpdMrW9g4nx6esra0zHA45Pz/j+OgYlSsePLpNI2xy8LVv8ZP336PRbLC7u8fhy5esDwcEjRadsuDDD37J0ctDyizFsjS2Z7M23GARpxRZwWK2oPRyprM5NzfXOK5Ls9NDCkVn0McPPcqywnF9gjAysOzJ2ECxtcaPAnqDvtGJpskqnqakKvNVdEvE6WnFcpHiuSG9jqRQBaUuKeqMsqiNzz9ZYH5NEqksaqVXdkuFqjB+dSWMgygvQRZAjeUK2lsut+/vs7HXI2y6WJagJOFV9JzWUBuHnLDEysFkoevKxM4oDfIvyIn0P8ejrmseP/6czc0t03nUGmclJ+p0u9iex2yxAFVxa2+bH/zBHzDo90HC6cuX2JbN1uYuWZpzMx0Rz5ds9vscn51xcOdNnDDg+PwER2sGvS3yZYLnWpRVibRs4mWC53nmAq8U/cGQqqopypLBsE9RmRlYUaTUZU6jZWyO8XKJK138wEUAnXYLVWvApt3pkucFQgvKqsJyHJzAJz3NsKVLr7vG+c0Ey/WZjm9otiI81+P45Jhb+zucn58YKUmrTdBsgechESync6SC88tzbF2xNejyox//iOlyyaOHD3jy+DFJusCS8Onjz9je3sa2LLKq4rUvvUVd1YxGE37609+l1+2zvbVJ5LksphOeP3mK43hsbW8CFYoCz49odnum6ExGpGlKGAQIYeQmFRVZntIITYaSY9sopdBao9DklQnC+4LXKMUXxyVt5EdKUVU1ZVWbi0ZplssFQpi8IyElQStke2eHKGqymC+oM7NkmM+XtFodsC2EY+F7HmEYrHJuIhIERW60jM1GE5RhF7i2TRT4jMYTpnlJEATs7Zk5o+vZfO0bX+X48IiPP/yI0/NzqGokFk8/e0K306bKMzbXBtRAI/TRdYVjWXitENu12NnbpOF7nF9eIu0hi8UcXdb8/Gfv47guWggsrYmiiPW1NS6vLpkvZmRpimO7/PhHPyZqRPiej1IVw2Gfjz78kP39A+Iw5rf+/j9g0OtzeXXNMi94+MaXuLW/x9GLl6iqJlksqYH5fEEjiOg2m6SOxcbWJmEjQmnNvQdbXF/d4FiSo+Mjzk9P8TyftcEWO7d2OD8/xHON2y6Op9iOxA8MRT5wLLI4IS9yZos5aZERhT6ubVMU4K2SXW3bwa1CHr72JQ5K8z6ZL6e8PHzO0fELdFEQzxZkcYmuHYRWVHVFWRrostYY0bsw6ZtKKbRUSBv8yGZjp8Ot+5u0N1pItwKrpBYKcFfHfqPzlFKgHWmubylQKzSksYmCVFDVf4lhIlVVolRBnqc0Ww2CRoPhxhZ5ntPr97EtCQJazQYvnz1jOp3w5muPqPOSRtAkixO21tZZpDGe49Ftdri5GhMEIeub67QbEZ9/8hF7W1usDXqcnQjOLy9ZX3PY3r6Nqmu63S6XlxcoXdNotbm5vKTbahL6HmmWGniwtClKM/eL0yWVKmk3mgjb4WZ8TX+wRVYUrG02aXc6qw2hQKNp97skVcFkPKXf6eI4Pttbe7iuz2QyQ0pBmmYUZUm8THBdn5vrEV5gIobTLMN3XZLlDEda9JoB8+mYo8OXtKOAne1tvLBJp9WlyDOTwV4pyqwgDALm8zmO5+HYLh988AtarTZhGBGFEb1ul+n0BrQmiWP+1Xe/i+NatJptut01Nra2cH0PVdf0+n2m4ymB6xD2u2hV41mucR4VxSu6uBCCujbSECklruua33Vdk+f5avRhIZQ2HSIQBSGdZpflMmExX2BZNrZtk6uSi4sLXHdCI2oShj5ZWlDXFcvlgrIsCRohQehTFgLLltR1wXh8s0oIDWi3O/i+SxCFeL6P47nYrk2e5pRlSbfbJo4X3FxP6HQ6dDp9HMfnG7/xLbRrc/ziOYNuh9HVNd1uh0ariev5LBczrq8vqPKCg93bBFHI7eEBnmtRobg8PSXyA2aTKY6UZHGM0oqDW7fIkhzfD6mKkv2dPa5vbri8OMFxXe7ff0BVZrz26C7nZ4fkeUqv28O2XZzQ4+j0BEfa7GxscnJxxscffsT21hZ3797lw19+SAS0Wi3Ozs5QUrC5swPCpKB2Ox1msxnaFji+z97ePlJBUZQGyjybEXg+yyRmPB7Rbrdpt1sUWUpVFuRpRp5mXF1dcXDvDq1GgCUEYeARhQGe4yHsiKJWFKJGRA3IEvJ8yeNnTzk9OSSJF8TZkjQtVkoNQZnnFHlFXRur5ReLonqFpPMCm8aaz/atdXb3N/AjSa0LEAYMIpAoBegKyzJaUsvSgBkBIIHVrB4EtRLUJebr8ZeYB1pXNXmaE8cZy7jm7sOvEERtlsklWsP5xRndfoerywtOjg9xLEnge5RVRRi20Kv2PMlS/CjCDQKsOKPd6jJcH/Dks8+wgcuzM9b6baJGxHQ+M6mans35ySl3X3tojqd1TdTqcvjyJU3XYXxzTdBsrDzsNo7rUSlNnCYgLMJmi0oppOWgtCZJjVAbKXE9H+mYOIP53GyaNSsNpBRs72wRxzGWZTOfL1bmgIjT4zM2NjZpNZogJI7l0l5rk+c565sermOTxnPiOGY2m/L82TOkfMn69h57eweMJ1NzJM5T6qLk8eefM1hfI4giLi+OePjgEQcHdwjDkOV0wrMnT3E9izu37vDT935GXZUIUZMmMbac0Wi2KMYTbNsmTTJzfGs1KKuKdruJ49goVb2aHxdFgeu6WJZBjyllSEWqrqkrA+RwLBvbsqh1RV1VxHG8mmM2iaIm7Y7JgRdSkNeGuC6FRZ6bxMlmK6LX71FXGqU0SHMRKFWBUgS+y87uBnlWGBC1HxoNoNAIaW7adV0Shj5pBnmWsr6xRpYWXF9esTYYcv/BfZ49f0Fr2EesoCpb21u4vk+/32c0GnF2ccrW5iZ3bt9md2eHi5trWp02ebpkOh5xdXZOt9fDdVw2hkOev3xJXhaMJiOUtlhmGY1Wm93dfY6OjqkE7A33KIuYfn+AXv08t/Z2sYQmCnySouD66oq9nX3qukYKQSOKuLm54eLignuPHtDp9smyjCAMSLPMbLjrEsf3mEwmOI5DkibUZYVQEEYtggbMljOOXx4ShA5YmiLNOT+7pCxKGmGAZVkUeYkQFnfu3MX1AjQS2/VAWFxdT6iqEbYbYbkuyyxjEScUZcbpySGL+RytoShNXLTvG/B3WVZorY3JQtaoukZphbYrgobFcGvI5k6fqBfghhbCSUm1eY6rPERlGUKT1EZTapuOUtUgpYnzkBgMntLaWES1xHOb5HWGFH+JC6hWmk67TxwXDIZ7vPHWV/j4s09xpKAsDWTh6ZMn5FlCvFgQBT6NVgOlJIsk4/6DR8ziKZXU1JbAbzaZzxJu3b/PfDnn/PSEg91dnj57gq4Smq0mi6cxlrApi4zpZG7mOYGJd9WWjdKQJktanTazqbkjN5sNOt0ejueSTaY0mj1sO8SxLKJGB9txDOKrKs1RzZYUWuF6HlVRMr25IYp8yjKjqgt8J1zlb0c0mxHjyRX93oDzRYwUEt/1EdLC8j3yShHnJc1m02xBLy/orW2SlAo3iMiSJaObC+pacXU9Zbi+ydbWDtQV7WaL2/fu4gcRm+vGd/2Tn/yE+XxOr9ng0aO7hKHLxx9+xP7ODv1ukyRdkmcF/V6X0fUIISR+4NNpduj1eww3Bmhtstxd18a1BFLwKjo3z3P0n9TWaSjTjDLPieME27aM9CmK8H0fzzWRzEVRUqklGkXTjvA9Q4iSUqK1xrKsVytNrRWe71FXiqouUEpTlSVCmKTXqBEShSGWdAhcn7LKiNPE2A1dl6quXqHWbNsUese2iMIdHMtmNvPY39vm08+f8uDhPbI85eXLl7RbXWzXpdlq0lo22NxYx3U8HD9guLbGYrlAljlvPnxIsrOLE/g0O21+/sOfoOqS4XDAdDpF2S5+s8nd1x5xenxMu9tBSE0UuDQiD1XnXJ4vSJKMt9++S+A7ZFlMnRa0oia9QY/exgZu6PP5Z5+QZRm3bt2i3x9g2w6T6YTr0QjP94maDe7t7TC6vmY+m3NxfkFeFty5e4+qUrT6fXr9Ho3Q5+r8hJ/9/F3cyKPf7mILyXQ8JnTXUVWJ5/kkiyVJkuFFDbrDDTrttslSylLsVYOQZQWtJOc4PeHoxSFnJ4fkVUalShMtXVss4yV5XmBZFr5rEcdLI6HzXaJWSGcror/eIGiDshKUTilrCykUWqxITUIhpYMlbYRUhtMrNFI6OI6HZ9vUlkJISVrklFUJWuBKl2bUhWpKls7/XLXr16KASiGQlU2RS775V/8Wn3z2GbrKaHU7nL58SrvZ4IM/fpdHr79GmmW8dv8BaZLz8uichw+/RJzMuJmN6a+tQwX99pAkrtm7c49fvP8TymLBZHJBp9kyuS1pSZ7meD0Hz3dpNkOKLOXm6prh5gaWLdCWYRLaeYFQku7agIvLCxpRhyRPQbq0uxHYNlubW7ieR1rkZLMZZRAaxJaQlJVCWhZa1yymExrNFpNZwv7tBmdnl6A03U4fpWvQDuAQZwVBo0OnP6Ssc/Iipy5rdncPyLOUZDFDYGKUe+0Wt//mf8h3f+dfMl+mjBYnfOM3vsXzZ884+vlnvP3W2zx44zXiZcrZ+XNODg+papNnM1zvMx/fcH5xzs/ee4+DvX3OTs5Y31xHKcH9e6/hOC49ZdPptWk2AnzXbIQn4xmNZgOlS5TS1AKz3bRN5rYQYCEpi8J0SVJiC0GWF1RljpQeUaOBJQOytKQswXUDpC1wfZ8wDEzekiXo9l2KsqQszFGtro0+Lk1TdBybi9GRJsLBd9DajAXyqsL3PPwwQEiJq0OsyDPoMzTdfod4mVArRbPdAAHZfAnaIU0Tdve20YcnrA16VFVFp9Nj70Dw2ccfEzV9Gt2InVs7XN1csLW9R1HmDHptECXnR9fsbG8iLUmcLBmPJ5RlAVKY78sNyIqMn7/7AxphxHQywRKCW7cP+PjJY4ZbW3S7fUbVNYEf0O91+fjTT4jjJeub67huE0HNv/xn/4zpdMrG5gbDjXVcz+Py+pKLkzMuLi/p9Pq4tkvgNkiWBdPZlMl0xGw+Jy8LXrx8yq1bB+wfbJAuEg6fPWU0HrG1sYumpspT6lKhKk2WlwSBjRA1m9vr1LUmiZccPnvMqW3TardoNVtIKV/dzK4urzk6OmQ2n5lTiQ1FBZWCWjq4QUjX9Zgv5mRVjtMIGPYCOv2AqO2hQoWwSvK6QmqF0PXqJi2xHaMJla6NLQVS5AgbhGchHbAshZI5icrJlUapAqHrFbrORdaaZmnTcNo8O7v+c9WuX4sCKqRFXjn87//R/47u5gazxZij0wtakUe71eDFs6ck8RKtNRsbGzQaTZ48ecrd+68RhD43o0vqWhMGDV48fUG30+f2rVvkecH56RlbWx0ef/4pu9t36HTalKqm1+sTxymLxZJ+f0CaJPi+hxCGO1jVNcKyDP4tr2m2Io6OU8IwIJ5lhLZNv9NFa03YbBiwRlmA1pyfnrK1d5tWf0BdV0ipDUhZSGzHparmCCkZjycIBNtbWwgBQoKUgiJXZGkFONR1bjrbsEG322W5sMjjhYnVHQwIA584jvnOd/4aizjh+PyKy8sLDva3GQwa/OD7P2Qx/S7NqIFru9y5c4fbd+4wmS0YXV0xXB/wBz/4PoNen+vJmDAIzRx3bZ3r0YiDgwPmoymnRybgzZY2VaXprg/xAw/f9gzZG4XruK+6D61qbGHUCnVdGzBHmpGVJarW6EqxmM4pVUySGLlYp9PBck1K6RcfU1qhpdGUCmlhWza+dFEamk2TQWV4qjVZWhoraRDgekZpUVUVZVUaadNKkiYdG9uWSGERhhF1XZGmCXFsOARFntP2O2itefjaI/rDNZ6/eIGUgiDwefsrb6EEDDbWmdxcm4wgz0cISbvVJE5mbGxt0Op2yJKYIk349Be/4OXTZ1RKsYyXSMvmZnyDZUlsx8ZybPI0RWtFmRfo1WtWq5qDW7ewXedVysByOWM8nfH8yQtGF5cc3LmFHTi0WhFIwYsX55yeHuMHIVEYYFsSIRSz2QgpNNPJiI21DXZ390HAzc0Vf/S975mjOTZSStJkydrawIQpihTf97mZTmjWAd1ehwKF7bm0wxDfseh2DUTFtg2MRym9ygcLaXea3Lp1wPnFOScnh8wXmlrbSCosG+Jswfp2G2ywfYnt1WDn5GKOKEEraX5vmN+bcATCkSgLo/awaqQlkVIhLEBIalVRqwopJV9cXI6USASilqiqwrZq8njJs8+fM5n9Je5AKwX/4d//X7G2tc3R6XO0MvG2aZqgypxf/OIDtrf3cRyTjfTixQuzYOp1+fyzz+j1e9yMDIHl5ctDwkcN7t2/y+PPnxB4PkWWk8QJ49GIjY01lpMJnXYXVSpULXAcZ+U4agIghKTb7ZEt53Q7fVhtvdM0wZaaTrPB2SI2xHQpqFQNQrBcLrFtmziOUXVtiC8oyrLi8PCYzf4Azw9Z31rHjzz8IETVisVyycbmOtKWzGdTbNtlNJqwu39Aq9lhHk9QtaKua+I4pigK3n7rLWzb5uLigtPTU+qqwvF93njjdT7+6EO++y9+m+2dbda6fXSW0wp9BII0Tnj+7DmeF3D74BYFJb/5nb+KUBrf84xQHEjzjHa7xfsffIDrGH1kGifcvXOHXr/PYNhHSoHr2iAgdH0jdK6N7Q9MAmJRFFRVhed5RpLk+aTLmMnNDY7jYns+2zs9wjDEtu1XCZhFUSCEwLEdCmVgELbtmLwb18N2XKSUr/5orZEyN5pUaeO6zupCVti20fm6rktZFqvPtfA9B8uSoC0c1zJi+LzAsqVxRglwfId2r8O+2iOOYxaLGVmZ0+i2idMUYTm0ozZCSFqtBtIyM7dGu0VZl/iea7idloUqS7Bgtpgxmc3QwFe+8mUsISiynDgxLNfAtXGEIM9SHrz2GhsbG4xHY4qiIFku6XVbONJjOUt4+0tvcevhHW5mI56/eMrR0RGNqMHrrz3CDyNG4zFlWWBbmk63x/vvPaPdbLFczvnolx+wWC6xpEVVVUjb5uD2Xe7duU2RZ0ynY4qqwPGMWaLbbxMnS+ZxDNKm3Q5o9/t4QpJnBXWV0GiG5HlGkqSv4osbzYbJhEfjez7oFpWqEGWC5Wi8JpQqpRQlytYUFEhRYaGxlUCv4CBIiZbmdKgtwBJgafOaO+a6RRhdscAsLwED7lEaCoVQAqu20XnJ+fUJx8tj8kRwejb5c9WuX4sC6vo+6/s7JEXCMp5xcny4SuSc8+zxZ0hLsL6xTp7nXN9cM59M+c1v/yaffvoJV1fXtNpNmo0OWVoghOT+g3vM51OUrmg2IoTISOIY0YMsS2m3W7S7fc5PLrCkudDyLMf3A/LabPB6vT43eUaW54ReRJxkZmGEot3v4cwWWI5tBtJ5gVKKqiypisLg1jyPIPAoVM0yTrm6umbQ6tENIoYbQ2bzCWVVIZBM53O6/S5hFFHVJZtb64xGE9rtBsJWXI8zsqxE2B4X5+c4UqPxOTs7Yz6fMxgMeP78OcdPnnJ0coZE0e80mY+v2T844Jvf/iYKQRg0jL1uNeO9vLlmuNZHqZrz8/OVzdKjvzZcsSbP0Gi2drdxLI9G2KIR+XR7HbRtrRYxFUHo8wUvRkiTQVVXJVrIVxv3sixJFgkSQRiG7O4fYNsOcaVMTLNtjt7mNTHStrIssR0bLEngh6/IQFVVkWY5vu8jpcSyLMrS5MGbYipWCywjqUpTI9w3iaguoA1NX5gce9M1WUb0L1cjCAlZlqFQhI0ArTs4tmWUD0cv2dze4vLskt2tXRxpEzUCGs0AKQVhGKHrDEuCY1tIR77qmDzfZXZ1AUoT+CHTmxGu7eC7Ht1Wm+Gwj64qiiThK9/8Dda2d1guEwbDgYF+D4coKuL0mtfffJPZbMl7P/s5jW6TbndIkVU0woiiyHn2/Dn9oVFRJPGS58+foZXFbBJzc3PJ7XsHvH77DcqywvdDGq0WVV2TZBnNMGA+FRy/PKLba5FmSwSS9c0NwtAn9CNUpZmOp1g1BIFHllW4nk0URXRWWmrLMvrK/d0d9nd2ePrsGdfX15xfnqEzRVKWLApFpRXaMqmZCIz205ZUQmBrgQQTkS2kIdKjzMekQFgSLSzzHhQCMHP4L1CLVVnhaBtHWBTzgtlkCaXL9Fpx+OKU0c2SLPtLLGMKo5Crm3MsNKOrKywp6HbbXJ0dAhrXC+gOujx9/oI0zRkM10FIPv/sE7a2d3Acm+3dXT75+CO+/M5X6HTbPH72BF1DFAQslwmq1gghKSqNYwva7RZ5dUJ3OCAvc6SUeK6HpR3KvCAMQqQlubm5YW1gkHdR1GA0HeNGEV4jJKtKmmFEXZTG310btJcQFq7rkWUZ0rWJgoCN9XX8wMe2JK7ncnV9ibWix3SHQ8qiQOuaKIpY2xygV5vEyXTKZDRmMFyjEZpZWJ7GxIsloxWH8uzsjP1bt7C9AKU1n3/yEV/+8ldpNHzG0xnT5RLL9UjyCVJBrRS10ni+z8nLQ8oiJwobbB/s0+q0+eTJYybzBa+99hovXrzg/OKG11//Er1On8B38UOXSpUEgYdRmJnX1ixiahASYduUq42553mEYUSv2aUsCoRtUdQ1VuDTCEMcx8WyzVvRVoo4jrFd99UFaLkWCGHITtLCdW0jsFagtQYEUjpobZZASmvKoiRTFa7j0G41qaqaqqpQdY3j2ARBiFYaS0JZVOZ95jpox8auHaPVdB2SZYJWxjRQlDloTTybc3Z0TKPT4er0jEG3x3C9j+2Y8YVlCzzLw3Mk08kYKS2KqiTJYiypcBwL13JQwHK+4NbeAYHrUxQZDx48JHB87ty9S7fdwrYshmsDiiyj122jNUznC+731jg6POPDTz/h1t27xGnK82cvCDyf+w8e8elnH5mlSZry6aef0Ov3qWvFYr6k0WizvbPNxs4Qy7I5PT3n7OwFd+7do9Vqcnl6wovlklazyaA3pChjhDI3yIvTC3rDHkFgAvtarRZ1qcwNU1dUNRSFgYQopQh83yyXigzXc7h1+zaNZhPHczi51KTXMXVRUagaYSmErbA8ieW4q+LISkWvsUSNjWCF8ERaNUIrlHbRwiyTaqUQGASe0kYkLzVUecliviCf1VwezTh9MWE+TVBowEVqF0j+zLXr16KAVkXBfHRFXVV0mm3CIOD586e0mwHziU+ztUaj20U6x/Qbbd588y0++fCX3L29z3g6Q+kK24XdjSGd/oCiyrk8PySwW9w62Of65hylBVlZ4EUdxtMpnb4NtkUljaWrVhCFDbI8YbFcUuSJ2XbHC4SU9DoNLCBybELfJfB9Go0G7Vab0fW1oQkVBo67sbVBo9mi1IrZeEKv2yEKfSqVIzGyE9f1sJTRhe7v7KCEYpksTEa24zDcWGexjHGsgK31Hcbja/rdLr5jk8YKWxoDwItnL2i1WkRRE21ZWFLz4OEDpB0wnie8ODxlPp/T7XYY9Af4QYNBv89kMuHk9BTXdQiCkJfHx2zs7XF4esb62gZCwtnZOZbjsLNzgOf6LJZzgnCNLC+wHWlwdbaFY0vAWsmUKgQGSyYch7I06YxpkiGFhpUcTwFFVZpYaBS+HaI0VHWFF4WAQNVGbqI0oDRZkRMEHmVZ4Lo2nuesNH0arSS+56ykVMrQnirTfZZF+eoI/0VHIoUh6UvAcx1UbejmZaWxLGcVXqaxZUmeZViWcVmVec756Sm99SE7B3s4Gtb7Q4SlUJguqNNtGuhvlrGYLxGVxpc2qi5IlwV+4CCFTZJl1Foxmy4o7IxbB7sky5RGu8323i6+b27C3V6H0gPPC1jMU6RrlAvSuWa4vsZ0NmNtfQOlNA8fPkRrTbPVZXtHcH5+Tq/bo9/p4XgO1i1zXK+qCksZhkEraDDVYx5//DHNZoPJ9QWWbQhNd2/fYTa/Ic9NkqgfhigUo8mMqNEmarZQlkWzZX7mIktRGPlQVdWUFNRfnEo0eIHJr5osFvhjj0YQokSOr2wKlVKLCmErsDVYGlsYsftKEorSRn60eocBirqSFAKEpdFUyBp0LZC1hFyxnMaMr1NODm+4Pl+Sx+ZmYEmL1VsSKf8Sy5iUUiwXC8Iw5ONPP+Xho/tURcmTF8cUecXt+6+TJiXDwSZhFPDs+eeMJlfmTmRZVGVubKDjKXFa0uzfZzKdMCpi3vrK19ncX/DhJx9BXeJKQZHE6LKmTHIsJG7gg3DJCxNsNp9PydLklU6tKHOicB2UpqqrV6Lxm6trhDZHwyRLAfA8j16vR1mUSM8mXpqsnP6gD7WirCukZfSMURAYGY6q8KOANE8ZjcYI4VGrnLoWFFnB06cvUCpnuLZOUZZMp3O2Nze4c+8enW4P27bIq4JuJ+JHP/wjWs0Wnm1T5DlrwyHDwYDLy0seP36C47gEQUCn02Fnb5fz6yuSuuJbf+2vYFk2i7MZ46tz2t0ub7/zDpfX13zw/gf0+0PeeNOkfVZ1RaMZ0O91zI0pN7pRoTHazqowuk9VI6W9mpV6+L5LrWqU1igEtu1guw7SdlZUexvf98lzQw+Xlo270vZZq9fMti1sy0HVsFxJZpTSVJU5lqPBsixcb6UjFWI1g3VNJyPMsa+sKoQALSSWFtRakGYZUtooZTz9cRwbza4Q5gZZVYYlEEWcHB2xvbfLWq9PjTYAEynwPJcoaqCrguVkTBIvmFxd8+EvfmGWaWVBiUbVYNkeru3ieQ6R77C+3gVdsbY+IIgCGs0WkbApq5I0zQGbOMnQ2syIAeI45uDgtqFCrW9QFCbKuLnahpdlidaaRhTRbbWYTmcURUldljR7HdIsfeV2ipOEZrPBwwd3yLIcIV1DvVrvUKuSqlQkeY4fBURRhOv61GhUVZHEMUHgEWcxk9EI35GUZb6SoAnTGEgbLTBchNroqj3Pp+m0UYmiyFKkNK+1EbZrtDDyI4Thv2oUWBbSdhGWtyLVl2hlLJooQZlr6hzyZcHN+YyXT09IphV1pUFLbCERtsb1LcLAo92MaEYRl+fTP3Pt+rUooGVZ8tlnn3Hv3j0ePnpIkiz50fd/SKfVYm//Nls7OyZl8foaMdIURcrW9hZlXrCxvs7hy+f0+z3qqqBWFWkaE8cL0gWcX16xtr2NE4Q0W21cz8HzPWzbodFoUVWaVrdBXQuQmGOWLYiThDxNGfS7lHnKaDym22rTaDSRUphiWhXkWUan1+Pi/Jx4uURjXDdplkFlArGklAwHQ54/e0Z30EdjljSObVOrivliihsYl9B8tsR2XDqdPn4QMh6PEcJkHBVFiR8E9Hp9QHJ9M8J1XTbW18nyhJvxBbYlmY3HVFnFeDRBSAvPdXGkxcHeHrfu3TPJo37AYrFg9+AW/X6fyWTMi+fP0XXN6/fvE6c5T548pyhr7t17yNbWFoN+j1pVtDttbFcCxoJprWJklVIUeUFdFbiOA5iZc1lUpqtD4XiuiZEVkqKqqbXC1qxE7tVqNmmO65YEhClKxqJpOktVK0NwghVsI8D3zPE5TjK00hRFSVHkqyyfnOl0SrvTfHWBuq67ElULxOr7cVyfqqyoa9OhSSlJljGe66KAKIoIVz7+85MzfvCHf8Tf+Bt/g72DfXzfFNBmMzKxM1mKFNp4wV+Y92dWlMzHN5RVhbRswsA1AJlmyLDbJksXuFKxtf0Q1/ewAw+NWWj5fsBsukTi4LqSNEm5urriK1/+Mts7e1xcXHJ9db3i19omxrtwODg4QCnFoN/HEoLtRoMgDNFKUemC+WJBu9PEtm1syyFJUm7GxsDS9HxG4xFllaCpCYKQm5sxN6Mbbt++w2AwpNvtUaQpi6pkc2uTXr9Hu92gzjKUqiizDLQxORRVTVUrLNum3W6jqk2EK3h+8pQkSc0m3RYgFJU2pxmNRgsbtRoRWdJFWh6OHYASJhJHK2olKQtNssyZ3iy4OB0xvpmjCoGFmTF7LQfXl7iejeM5uL6L7ziEoYf8c9auX4sCWuQ5B3t7rK2v8/njz5lPRzi2Q6fVYzhcZxEvmYxGnJ+f8aUvvUlRFMxmC6SEjz/9BEcKbq4LIr9JGIU4jm3iP6Yxxy+fsX372wx3dolLjbKg3e+QVgX99XX8RgPfDylrheWYY5plCVqtFtepmYVmoiaeLQhcj/5ggHBtkjgmCiJc16XZavH8xXNmsxnd/pB2u20ymPLMLCKUWm3kNa7rMpvPCBsRjmO2m9XKiRM1WuztHXB1c4XSNZUuKOoMx3NotzrkZUGSZMTLhI2NDR4+esTZ2TlICyEsrs6vuTy7oswLvv2th/huQBAEbG5toZXC8X2Ozs54/vw5l5eXhGHI137j26BgfH1Dw/fZWF+nEhZnlzfsH3R4+ytfoxm2cGyLNM1od9o4tkNZF2hV4ThG2C6Fwc8J28H3XGxLUhQm18i2HOpa4wcBWghs1zbFs6pZTKfUGlwvwHYcPM9byWEc9CrGQWtNWVZGYqZrY+2VgpZn5tR1rcxxPS9I08RAeVfupy/ym66vryjKlPX1NdOBlgVKQVEa0uIXx3uJmbsa3WnBeDKhEYb4YUBd19zcXFMUBZaU9NodpG0C9qSURhq1KthFnqNUTVnk3NxckSyXXF9fU2pzQw38gOGwYxZrQrM+XMOyYP/ePs1mAzfwsF2XPC8N7q6qmM0WVKWg2+uxWCxot9tIKfnlBx/g+QHtZpMnT57gei4b2xs0m41XGVCNZoOiLEyXLqX5nWRm9quU4uzsjH6nz5OnT/EaBtF4UV7S6ndJ8wWe74CQrA2HhJ5HuliwkA5VVtBpNXEdh6urS/rDnmEk1BV1VRI1GgSeh+1a1AqSNOP65mZFMGvgpyH9/oCgHTBbXJGVSxMLo2uUrA2cW2i0cJDSwtYudSbIywJdV6A0ZVYxuV4wupiznGSUeY0lLRpOhB+Z5aMTWNiuRMmSmhwpCrSsUMIjzcrVLP3P/vi1KKBR1GB7f59/+f/55zSCgCJNsRwHN4ywHIc6z5hOpthKEgiP5y+eM9gcYDmKsyfHvPn667iORRwnpOWS09MLQjdkwYzF6IYizTk4uM2Tjz5DK0mj1+Xi+JTNwRau55MVZjmwXMSMLq7Z299D14Iw9EyoWS1pt9vYrmPmYElGVWT0trfJi4qyrlFSoC2bwcY2jh8yWV4ShT6OEGa54XloyyJNMrwooNftki2WSCAvKpaXIw7CJpYFqi5JYlOgXM8jiBoIy4aqQinF9vYW0pK4fsDa+iZ1XXFyes5sumRv/w6DQZ9Ov8tiPmW+mFKclCyzjMFgjc2tbTw/5K23v4Jju4xWts9Oq83mxhBpWYwmC954/U36gzUcy6bUysy//AA/cFCU1FVJ4Hv4gYcQmjrNsKVErNipVVVSVWbuKDDpimVRUNUVjuviOD5RM6DZaLzyxydJgioriiTHDwOiRgMpBao2nFFLWmbGKQWWbXiXSmvKqqbIjWTGcWxOT46xsCmzkrkzw3YcHn/2hOlszJe//GVuHexjOxaO62FZxhG1WCzIc2NYKOuKWilajQaWJVnGS8aTOVHYwPId8mzJxvoaB7cO2NnbRtoaa0XWtwRoKZFCk8Ux88mU8WTGNEkoakEtLIpSs3+wQyMIsWuLdiskaIUM19dZ39qi2ergeIGZJdcGujKdzpiMpwy6GxweHmJJgbQgaoU4wZaR3aUp3bWvGRODYxQIrmsAK0JIBJKqrlguFkYiWBu2al1DIzJRKWtraxRZzNbdW1iOzTIvaZQrYIpjc315jiMt49pzBNl8yuliwtr6GrZl8fjDj+n1OmxureM1A5Nn5AlqYeAywhH0hj0UkmXaZ33/FnEy5fz8mMurl4wXl4zia+b51Og4kdS6RGhFqUGWNhKLvKxZzpZMJzOSmVkSS2HhORahH+A7DoFrY9kWlm9jBx62K/HDBo5rGeOFZWFpiVQCag18/meuXb8WBVTImv/2n/w3FIWivbuNLSRhaIAcSbqk023w8Ye/4O7BHdI0Zrmc87W9d/jDP/xd2lED37ZpRBFPHj9jsL5tqDaOi9KG4DIdT2g3WwR+wHg0Z7i3wcX5GYF02bll5DRoxegmJokTqrJmMp0gpGC5WJj8HwmnZxd0un3qssLzjaSmvzbAcT2klDTbLdbW10nzHLECoIgVaDAvCrrdLkmS0Bv2uRnfMBmPUVVNJ2rgBA3zZhNmND6bz9FoNjc3ED3DLVSpxrJs6lqRZcZLvLa2xnwxZ7g25OLylIbbJGpGXI1vuJiY3PvzTz9HSIv796HfH9LpdJjN5lxfjdjb30doTVkWHB0eUdUVnf4azWbE7VsHuG6AWukqJbXJ6K5rwiDA9z2q2iRqSm1iZ9M0Jc9SE8ZmW9S1Rqka23FWFksb23HRQpoxSWE6y3zFCJWWkRVZlkW2orQHgYtt2SaTqSzJMonWNUVRYNuO+T4qRZEbWVW71WZ0NeKzjz/l9PSMB689oshLnj19TlmULOZz2u0mnu+DZUYNeW4o+I606Q4HzJcLzs8vOD85JvR9ut0Bk8mYft8EzeWFgaH4nosUZlb+RRiaZUmEMO8do0AwiQe11maua0t2dna4ODml1+oYxmqryfbeHu12G8/3ycoSGyP4XsznoDST8YRPPnxM1IrY29vl/v17xvwhLYqipNVuIqWkrk3s7xca3KosjFjfsqiynLo2YJxOt0u708WybGazOYvlkmarzeGzJ4wmM/xGgFZQpjnPnz8jjZeIWlFXFWGnxaPXX2NtMMDxLKqyIM0rtCq5ubpkmcxotZr0+z3K2gZpRhFVZW7GZaUotUQVBVmas5ibhM3ZckahUqSl8B0LaQmkpZDWyukmTCJurRRa2EQNg1l0XRfP83BdF9/1cQQIVVMqRVZqiiwlz2LiwuipK1mDJfBsD992sf6ch/hfiwKqVMpav+LiLEUqs2m1nZCdnR2aLZ/x5ALflfSHbUqV8Z3vfIsnn31KtkzYPNjHlTYff/AL5uMFnUaT8XRKs9EiCJs02i2mkwmdTo9er8dkPGW4u8FsMmXiX2NbYqUDTYnjGN/3qVVtHEjSIi1iWq02aWJmk2Vt5jie65OmOd1OzzhkbIe1tTU8z6MoCoLA2Atd3xTXIs9pN1vMp3NqVZtlh22RJxlRECBdj8lojG1pwsCjyD2iIKTISqq8RKuaNEtJV17uoBGxtrZGmiUcHb0kz1N293aYzafEyZIPfvFztncOeOOtu8ymMzzbo6orxuMxWVbg+z537twhcG2ePPmcVqvJdDpmOp8jHY+HDx+xWMw5P3/CcG2D+WJBp9tiOBxSlrlZwKBWfneNrTVVWVArhR+FRpunTdyx47p4ng/aOLxqpSnr2nBYV+/Abr9vRhmLGMcWWJaDbdsIKUmSmKqqX2kKy7LEdQ2kuSjMgqWujRbXc22m0ynXVxd0uy3Ozk/51//6X/PVr38NAXz88Ud8+OEv6HbbRrkgzL/peeb3FMcJDx49ZGN7iyormE1nLJiQxjEAx4eHXN/cGNr7++/z4PX7DAZ9YzuVYiXSl+ZmYducHB9zMxoZdqptUUqjBb2+vmKxjNlcGxA2mjieh+v7eCtZV60ALTg9OUWpmh//8U/4/PFLLDvg4ZuPuHXnNn7gYltmG+26xmkFZuRRFRmB6+JEEYAhtgtQyqUsa5TloHSObdnkeUmr3aY3GDCdTXFdh7ouKVSFKgy/1r1r8fzZU24uLlFVSeLaPH/xgul0yubmgGYU4QcuWgXmxIFCStO966WiqCrjGFMgpU2a5SgEnmeTF0tsRxA1IhaZjVVJXCmRtsRyLRwXHFdgWSb6xrJsbMvFc3rGfCHtV7lNRkRfky8XFGlKVimSSlHqHO2YmZBwpRkTuRaWsNG1pvqLykT6n+PheJKvfmuTjz44Ynd3wGhUkmeSui55/vyMNJvz1a+8zebONrVW/OL9DxhfjxiuDQnDkMdPnjCZTBC1gypr0iSh3Wyzs3fA2tYmn3/+hG984xt4jsN4Psd3XZpRgyhsgparjbFiMBhweXGOY5uuZNDv8+7jJ9w62EdhJBhCSlzPe7WtlZaN45rNa57EWJZlRPeuT1GUKK1ZLpd4rksjjKjLGikk3sriqJWx7nmOiYKN5xMWswme46Frha40ruuDVvhBsMoMKrEshzTNEFJRFBkff/gLksWcBw/vM4+XrPV6xOMR751fEDaarK1v0On18IMAKS1cx2Nvb5+f/uiPTLiXqtja3mb/9i3WN7awbbmKHWlzc33J+sYmYRQyXyxZ3xgSuNYrXJ1t29haoyQ4roO0xIqMVKMVKDRplqE1xk3kOIaTWtc0WyFCCsrVgsySjvFdZwVR5ODYLp5nspccxzZUHWlQeZZtU9clZWWoPGmScH42xnddxpMRTz7/nPl8ycnJMWVd0+40uLq6ZjabrHKXFEVpCrOJTG4SRQ0ur69wfR9d1Vwcn9AMfb7+ja8A8MHPf75SXEjW19fxHA/HslYzbvGqiNZ1TZIkjMcTRqORmeupGi0EUsJkMqaqahbxiuoVNbAcs6xSK3hwWZSA4IP3f86TTz/j6PiSr3/rr/LOl7+MtI021nYcrFUH+sXNO4oi7HYEAoqV8QBtCqymIAhcQKK0Q61Wr4FtU6uSIlsSeg5CegjHGBSKssTxc3b29tFKM5uOEVKi6ppkvuDaAjEAKeSKHl+jpFmyhlGA6zokWUaapoiVfTYMfJP6enjMZH5NrQpm8wmWFeDqmkVWYykDC1FSgSUR0sa2FUIU2JYJAQQb4TQRGhMppy2kbeE3OtiihbQdsMzPC9rMVpW57rTWZFmOMRL+Je5AEZrehuAbv3nAixeXPHl2yK39Nzg8ekJVw2Q6ZnttjbzI0VQcvnxMvzdkuD7g8MVLsiylRq/gFBbxcknoN7h3/yEXN1dcnJ+ynM8ARZxMQJWsrW3Q662htWCxnKOVwrZsgiDCcR3cFQDY8zzK0jBCbdcnK2qiKMSPIlStiZOYXiNgfWOTi5MTtFJYUhJFTUNizzMm4zGb65vYllEAlKXxbC8XMXub28aOKMD2XKZVaY6wUtKIIoq8ptkIzHZaQhCGBCFGaC4FlqUJQp9bB/s8++xTXjx5wvHxEULA+mDI5nCA4wVgwfjmisdPn9NotvjOd/4a7/30XaRW5GlClibMF3Ok7dBqdzk5PkMpQbfbx5IOZ6dnbGxvsrt/gJSSyXSyWtY5K/dPjWXZhjkpQGsDwa1UBRocx1vNs/Rqm+5gYS5wjYmtzYucMqtwbJdyZUrodrs4rrvKbjd22bLKKcoCS1rUdcnF+SkX59e4roPnOvzs8WPKPOHs/ITlMkOpmsvzC6q6gyXN0qlWGmE5RH5EulwQL2bMV2mU7suQbn9Au9lGSDNrffb0CXVdmW5YKdrNJv1e13jNbRvbsV4tIlRdo6qaqiyZz2ckaYLl2CuKOlRlwXw2xrECPM+lLEqslYQL5L9j233x7Dnf+93vIbTkzu07fO0bX8dxbOqqwo0CalVj2xatVgOxivE1Z4NVTK9loesakGglzHaegqoy45CiKA0Eu64IfJd2I+Lk5SFxklBqRZIXtFttokYT13Npd9ucn55wfnlBr9Vmc7iG5btkWWYUC45Dr99FWYq8yJjNZ3ieix+EDIZrxHFCWVacnJwym0yYx1PyKiVOF6sNvUTaAaHtcnZ+gvAzHFdTqxzHsbDsGs+zsFdJsEJCwQWW7RKEvtEn2wLXcwhciaxKpF3iKAfHlniOwHIl2rLQtqRJsBq3/QUVUCGED/wR4K0+//+ttf4/CyF6wD8BDoCXwP9aaz1ZPef/BPwjoAb+j1rrf/WnfhFtnAzNVshrj9psrj3k009OsN0NHDqMJxI7aFMUFU8++xnf/Nqbxon05BPqrEKXmiCMkJ5NoU1HcnU94rXX3mb+9DG2pRldn9Lt9KhVxnI6YzDcIur2WMYLLi7PsLVkfX2LTn/AdDrh+PiQO3fuc+/BI+I8Z9Bq0AlbpIkRClu+j40AB/Iqw/Fcs+zRsJzP6Q6HCMvFsV2ENnRwaftIx2yXbWwkNp4f4Hg249kNt2/f4vxUY0mPJElotzWIGqVKLi5P2djdokwKyixjrb3FMk7I8gKlFUke0xv0UXXFzeiK+WzK4+dPuHX7NllakOcFZalY29xm9/Yt/tl//9/hIGgHIRubG0xmU0Sc8M5XvsqzZ8ecnJxxsH+Lft+l3e6ysbWB6ztc31xRFCnNKEBIgSddiqpArHR7EqirApRGK/0KpGwkesaDXpU10+mceBljW84XLlATULfatAeeS1VVFGnKbL4gCEIEkiTJqHRlcIPLObaoyJYx09ENT58+pSxLHr32iOfPnrBMEmbzJbr+AqCrcF0HlCDNBK+/82Vu397nh7/3XcpkCsqi1jZlqZleTlC5hZCSo+UNVzc+nXbEPI2pa0mcmHQCf+UTN84bs/RI45jzkxNODo84fHmIZTuEzSbzNEcKcCyJo8G2FG+/+QZrKyiM7RimZZZmZHlKmsW8ePqUxWRBs93FCyOU1ISBYa2quqbRMJv2qjIJqIABeQijX1V1jdbSxFBXBtDi+T4ePn5hFndVZcT8Z8dT0jih3e4gHZs4XlIWBclitiIsqdWstctkMuH66hpR12zubpKmc5qNiMV8zvHJnKBrMuJdzxD4peNSa0GtIc5SKq2ohEIJQbPdY7CxSZwsuby8IFnmeK7Pnb3XuBifc3M1oq41ZTWl1BmOZ+GHLlHkM+i36YcRYdQhKxMWy0uSOiUrS8rcqCUCL6AVrmNLiapLLDS44EQGSWi5Dq/ehH/Gx6/SgebAX9daL1f58D8QQnwX+F8Av6e1/q+EEP8F8F8A/7kQ4jXgPwVex8Qa/64Q4v6flswpNIgyp0QAPu2ew9d/4zYvnk25Pj9nc9DG9+Hdn/wAUWeoIqXVjNhe63H48oxKS/q9AfEyfaXfE8Lk7XwhaTk+OaHXGTIcDjk5O+W1R+8QRE2msxHxcoGsodVssba5iaBisYhxfI+g3SJJYiN8D1tGerOY4q22y2jwHHPht9stLFuSpAkCvdJGGirNcrmkN1jHEgZsoeoaPwy5Ho1YWx8ynUxI4nXKqmTQ6zOdTl/NtOJ4SbfXRdUVSZpwdnTEcHMD2zKd6tbGNp5t85Mf/zGddpOvff2b/OKDnzOaXDOdz1C16fjuPbhHf32LF4cv6fV6NKOI5XjOk+dHYFt8/dvf5GI6Z224xcPXvkRV1WRZTtgMmM3G1JOKoioYDvtUZcH1csZs5hiFgi0N6DnPiJdzQt/HddxXtHkw22k0ICSdTocoipBYFHnBYrHg+PiYXq/3CspiguZcXL/BbLqkrhWXl9c0GqEhXMUJL58/4emTz3Ajs2lexDE/+OEPaTYb1NqIr23LwrEdJpMFUghsJwIkuzt3qIoKS9tEzXUarTZFbrGMU7I8p8oqgoaH5/vcTCZM52Mc12E42EIVxhDhrPSueqVNrVemkKPDQz5//JjRdEGaVYaxICTSEgSeRztssL9/i+FwwN7+PsO1NaxV/LPWmvFkwvnpGXleUGvNIo3pDjp02k2SJDH8AMd5ZS7QAKpGCPEnCrr6txSq1VzWLHJM1+pYkiCMQEMYRuY9pmpm0ylpkSEdh43tbbSAwPeZzmZcX15hK8Frj96kLAqWixnL5YyiSLlJl+hasUhiTm/OcV2HMApoNiKkPUYp/SplIIoCEBrLsZgv51yPrtESLNdBVCWz5ZTTyxP8pku72+LmJkGhsG0XKSR1KUiWJafZiCt7iueNabQiGq0W690etiOpVE1WFBRlRbIoDBFsBePxHB+BzXL2ktkkRqi/oEwkbc4ly9X/Oqs/GviPgb+2+vg/Bv4A+M9XH/9/aa1z4IUQ4inwdeDH/76vIYQmTefIMicIJZ7no5yMW3cjwkZGmpb8m9/9ZzT8NpEXcXMdc3VxzeZmnwcP7vHy5IowCrg4vzIFVAg67TZnZ6dYqxCpZJkwmy1Y29jg9PwaPwzwAp/F6YKryws8aY7tYTMyDpBmizhe0lltWfM8pyjM8mW+UGbmsrJv1lWFVopmKyKPc4TQ2I6kzMvV0scALpTWeIHPxfk5m+sbVKqiLkriJGHY6xl4hmc8wN1ulziOV8JtzXg8Ym17Ha1rrq8vWS7mhEGTyXTB+vqAZJkQRm1qJRDCZXNzj2anx+Mnn2PbNvuba3QGPWaLBdtb2+hVFvZwsEldK4Yb6ww31gmjBlWhmM1mzKZTer0u4/EVs9kYx7G5ub7i418WtNptNjY32d3ZwbW91RG2xrZdBoM1HMtC/YlID/NewizQTCgtaF7FGwdBwNraGlpr+v0+Z2dnTKdTirJEYXH//kPTReUpRZ5wevSC84tTYx/VgpPTU6bTKRoDWr4e2bi2g+P5CC3wgsAsuSpFrQUbm3tsbx/wz/+7/yeOlojaIgiG3Lp7n72927z7xz/ixctPqKqKZrNDli9ZJFOc3MYSY5phSBInr4DfjjQ20iLLyNMUW0gODw/JSzMHL7MCyzHzubqqCDyfdrNJmmV4UWi6b8xiUQhBEsd89tmnvP/Bz3ECj639PXZ2t1guzEJUKcVkMiEIAjSKIPARVOhVHHRVm3yhYgWjNjpVG8tykNLcxKt6dZPXmrqucDyL+WyJtC2CKKLRaqNUjef7VFWF63g0Gi2yODEjJ9s2EJjV+7hcxVzXSlHmpTl1VOYm6louUSMiDAJTxOsaaVsskpgaRdhsMJvPyPMMz/eo6hy7FMwWppFY3xoyX0BVlljSWv1M5tquhSYpSpLrMVdXJZYwTISw2aDVadNp9wm7HhplSFFZzGwcc302YzpeUuca3w1+5aL5Jx+/0gxUmAzRnwF3gf+b1vpdIcS61vrcXBj6XAixtvr0beCP/8TTT1Yf+x//m/8Z8J8BDNcaRP0mk9GMfKZoRx0cxyJoudxe63A1WvKVdJ2LwxnFoqIoUzzP4/jikjgpefPNd7gcTVbZ0gV+YGIMRqMRo/El21tb3FyNVkFxBfsH++RFQdSyyfKc8eiG0PFpNZosZjOanQ77+wdcnZ0zbLWxbIdJmjObzxkOh+hVdtDm+gZVUVIVJV/komrM7KeqSoqy4Orqmn67SeCHTCZjNhqbSMvCdh2ElDSikOl0yu6WCX9DiFdLLdd1SZIEtFpJVATX15dcXV4aK96gweGLIzrNFs1mh/WNHVA1eZZQ1YKNjX329+/x4sUz5osZ3/v9P6I7GLK3tU2z2WRtZ4uN9U082+XTTz/lvR/9kP5gSBC2ODx8wc7uFkcvr7m6uaLZbHB6fMyg1+WNN96g1eniOQ55ViDbhtNZVoqqrLGEoNImFbVeaTzBdKAaYWATyixbAjfE9/1Xi5wsy7i+vn4V3XF0eIiSkOUxZVnz6aef0Wg0aDYDgqbPy8NjfK9BEIXMFnNzbFUCpQV5USN9G89xTEepy1dypZ29XaSUDLod0qsFSikarR7f/ut/i/XhLrO4wgl8Do8+IU7GNDptknxp7IxJQhYnpGliwvOUQtU1iC94ACaiJoxCkqpkMZtjyRLXC6kBxzLhe8kyNkXNMbIcS0rqyhS9uq558uQJo9GYdr+HkpCXKccvX3DTGLG7u0dVVYRhSLfXWd2IhLGhYlFWRstqTAgGeu25PloZTa60LLI8w5g7LLP00+AHPkFocI6z6ZyqKGmGBjbdidrEnSVJMiOJY64uL9BU1KXCd0PaYUiapwwGPgeNkFpVLBYzbi6vsDyPsNHAcRyazSbzxYJlmtHpdomaIbZrM18sOD4+ZDobU6kCLWosRyCEJkmXNNsN0uUCrbQ54aGNG0mYmGJUjWt7WHjoyiId1UxProjjlyR5RqvbYHtvjY3tmK+/ygABAABJREFUPhsP13jjDcEizri8HHN1dcPRZzd/1vr5qxXQ1fH7bSFEB/hnQog3/pRP/5/iQv3/DBi01v818F8D3L6zrhvNAa7vMh3PuLg+phU1iawmm9sdNm7vcev1fY6enPCH//LHXF2NCcJdbCIuRwt655e88eg+49E1VTHn5PgUx2myvr5JEqe0Wg3WNgYs0znz8yUbGzbWVgUip6wyzk9P2d5cQ1sFVzcnYMP21jYvnz5fJZ7aVNg0g8AQxYsS13PJV5tllMB2HVaWHBzfQynFbDphdH3FsBGZ/KWOiUfY2drGsiS7e7tMxxPyosRvNNAYC6MXtrDdAFTN5eUx62tDWo02y8UCW1nUZcV0PGF7e49Ov41wLCI/ZPNgB12WVHlOVZUs53OqIuXhwwcEUcCHH39Cluc4rktZVdxcXrEx2CLNE1pBSO/h63z4yw8pqpfs7O4xH4+Ik4S7tw+MllBsMxwMmIzHlKWi1xkisEmSghfPn+O5DmtrAwQSkz5bGC6jba0kSgtz8UoHzw+R0uhE86wwXVBVkWUF0rKxHYdsPmV9c42PPvmYsiy4c+cev/mtb/LJZ58wmk5xbJdmu0+WpeRJTpGbxYgR6kuTWW7ZuI6H1XAplhOEyM3CSwpuri7J84yszrGE4OWzD3n3B5u888638R2HB/fv02kLvvcH/5Lh5hrNqMNyckOSLBFacnpxyXg6ob/eRwhNpSuyLKaI50yub2gEEecX50CNdASNMFo5zwra3Yi3v/Yl7j+8i9bG0loqRV1klFnGs8+fcnlyQasVYdsaVMHP33+PNM146+2v8fjxE2zb4e7duwh5QLBSMOS5WUhpWSNWXadt26iqolaGMeCH5obVaIRGxbCyz+oVLs6yjHysJZpUpX6Vc6WAoNVCuBaW7Zrxle0ynd+gUUjHYtBeM7+7PDV0sVaD/dsHr4T9lm0zm89pyZZRVxQ5i/mMZbIkL3KazRBNTlEskFLhWRp0DVqTxQWucNFCo4ShLlnCbNBdx6MqavK4Yr5IWc4ykiRB1xqtFAqYX445+WyM41pEPZvNgz4Hd7bZv73Fgzf3+Ml/f/irlMN/5/Fn2sJrradCiD8A/iPgUgixueo+N4Gr1aedALt/4mk7wNmf9u/OZykvPp2zf7vLzuaAZjji7OyYyckYJRRbe3sE3YDX3tlgff2v88nPj/joZ4dcnsYIr027t8lPf/oBX3v7DbAc3ptcs3urR3/YQauU+XRMGIVoXSJxoCp4749/zDf+ym+yNhyysbEOUnFxeYbnBbhugGf77O0dsIgTOv0OYdQgzVM6skUUReTxgjSJQQuyLKNMY4bDLlpAs9WiKEuE1oxHIyadNm4Qsn1wa8Ud9SiL0swwLZvd3T2SLMP1PVrNFnVZrvLVodnsEoYtPM8nS1ICL2R3Zx/bDlgsErP5RoAQdDpt8mTJh08/Ia9iZrMrXr58SavTQUvB1tYOQhih9dnZGd/+9rd57933QFfsbG3y6ePP6LQ7rK3foTsYcHR0zNbWPmm+4Pz8kjzPmc+WrK1tsLc3ZD6PcbyI8/MLNtfXCXzP8AHyEtsxMjQA13OxHZdeL0AgjTSmqF51QloLnJV43nFc6qrGsW1Qmpura+7cvsPTp8/47u/8Dq7j8eDRPTzf4cnnz1nGMVDj2A6uY24MSmuTSaUNWFcDldJ4no+oIVlWzGdThutb1GjyukAXCU4R871//U/46Y9/n+UiJggtHF9R1zmL+YLAb5A7MVWRIaTk+ORshYibE/ghjmOR5xmX52dIGzY31jg9OyMvanzfHNN932N39z6vvf6Ie/fvrzKlXFzfQwvQGK3saDrhajQiagZc3VxxNbqh0+3jBSG//du/jZASz3X5+OOPWFtbp9vt0m63iaKQXq9PGBobbxAYW6zj2CtRugkA1FpR1OUrGDUIaiM+BVWjawNbqbQBggdhiGVZTCZjirLGDyIcy0YgWaQzEGA5Js/dxBMrWu0WWtVMZwZWHIYhWRGb+WwNnhsgLUnD9XE8uLiccXR0xnw+QVMjhEKuVie6NhpOrZThgQojoyqygjjLyZKColQm9qWSoL/4uQCzrUBgcq/KSjHNK5aTa559ckXYtlnb7PxZSuGrx6+yhR8C5ap4BsDfBP4vwG8D/xvgv1r9/c9XT/lt4P8hhPi/YpZI94Cf/GlfI09r/sV/+wG7B21+41tvsHWwye37DW6uLjl+ekwdQ3u7SavXYLjV5ptrbzLYb/PD733C8fMM7Wnmacx0MubWnTv85m9+hbhUuF7NzlafNHX4/PPPePPNt/DDkHgx5+Wzp/QHQ7b3DxhurKPqjOfPnrK7vU+VZ5wcH3L79gOEJWg0Wthezacff0yv1aTVjMglPPn0M3a29/A9j3g+IY5jPNdjbW2NJM1wLIdOq81iuSRCEM8X+FFAVZnjaqvVYjwaEYYhZV0ZclMjokIR+iHT6YKo2abV6SFFjeU4tNodqlqTl5rFMiVNC5pNyXQ0IWoE3MzP8H2XJJ7QaEY4rk2WLJGWxUe//CV+o8Nv/dZvsbu7x8cff4LnNrhzsMeTJ5+yWMw4Pz3Fcd8C6XD/3iPmyyUX1xcI6RKEHnfv3gUEcVpwb/eAWimCKKAoS7I0WUV6gMLEKzSbTfSqI02TDDQsZrNXb2nb9sgyA/tQStFudUiTlOlkQuD5qLrm7PiEne1tDg5u8dP33uenP3mX1197yLDfZT6bUJYZ6SrpMQx9k65alTieccCUtYFSVFVBVpRYrsfl5Tmvfektwk6H+chCU6J1iWNlJMs5AkGRafLcSIKSLKFhNRCWg+0Z26DruVycndPrNInCiKIoWC6XtFotPN/l6NNjNBD5Jl11Y2MDrTXD4QYCh8lkzm67i+M6lKUJOyuLmucvX/K7v//7uFHAaD4jSxMcx+P66ppaabMcUwqNwrYtHn/+Ob4f0myGBKHHxsY6dw/uGo5DlhFFEZWqcHyPMDIzft8PGPR7mPwqE7JnWxYr7OcqadVkR2XZjKurKxqNhsk8ajXRqjbZVrZkmU0ZT8bkZYXn27RbHQLPN3SzNCH0I7q9HstljJAutVZYdm1u5lnBy5dPODx+ymwxoihyNIbZ6rougR2YfKvV65PEOVmaU1SKMq/RlUYJIzUz4AQXtFq5+sQXNezf+VsphaUEZGBh45Qhs7PiV6uY/6PHr9KBbgL/eDUHlcA/1Vr/D0KIHwP/VAjxj4Aj4B8CaK0/FkL8U+ATTPbX/+FP28CDcSYMeo+4Pp+QzIc8fzynM7TZWr9Ny2/z4ukLLq8uWdteZ+O2RXOty8O377G2s8HPf/qCy+ePORk943be5+j0BXfvPyCIGpwcnyIdjW1Dt2tzcvIpd+4cIFSJKubMRpfcun2H9c1NZpMrHNshWSzxHJssV1xdXbG5s21mQ46DRJOmMbqukFJwcOsWaWxgIZ7vM5tNWd/YZDkam+1soRj2+/i+cczIFfrOtm3SNH21HR2Px7RXmTLzxYJWEBk2ZVnQaLXwAo+yyFfsU40fhCtRvE9eJFhScXZ8yO7uPhY2w/4Gk9GEKHJpRE2KvCDwPWazmP39W1RVzbvv/pRvfvM3iBc5P/npT0jiGXs7u3z7W9/CsmyuRyOSdMlkMmIwWOf27fuEYcB0OqPRbLK3e0BVlcyWxkb6BZTi/PySfr9nNrpSr/JpzEXq+SFVWZlUx+WC5XzOIino9XrYtsRxPGxrhY9DcjO6QiLodbo8+fwxjXaHh6894vd+71/xs5//gocP3+D23Xu8//5PsaRZ0qVpghf4SGmTZClFVtBotowbyrWwLB9NRjxfML65ZGNtg+nZC7IyodQJqs6Rq/gQAxtRIAxgudY1QeRT1xKhJIP+gPl0im0ZDoMQ5rhoOw5rG9tsbt7Qag2YTueMxxOyLGMwGHB6ckaRV2zv7WNbDlpplKhI05QXj4/4v/83/5gXz5/R7nRNNEZdU5apyUgva8oV8AahgBopHMoiJUtnSCk4Pz3hkw8/ptlomuN0luK6Dg8ePuD+g0c4jsOg30MCrudhrZZMtQbJFws/48GXlkW/36fb7a7ih000RxIvDcXfsen2B9ieR17kxElClhU0wgjPNW46rRXHJ0cIaRCGwcqpNlvOGI+vKIqM0POxrT55kaNWUO3pKKYqFq8SDepaQaHRWiBtC60shNaAhVzNolm546Sxyr1S5NTazIO/INVrZRbBQgssofn/U6L+vY9fZQv/S+Cd/4mPj4C/8e95zn8J/Je/6jdhWTbjWcp3/urfIctLfuef/wtcf85b72zz5XfucuvObS4vT3n57CmX40u2b++ztrdNey3gK39ll/d5zMPZBut7A1QJx8eHfOmNN/nSa3dRdU4YebzxmslLV7qgzuHwuUWZzRjfnJMkSyzbYjgYcHp4TLpcGPCDtrA8j91wlzyPWVsbgDaUn6uLS+7euo3r+iRZhrCNpe6LBZBtw3w2pcgL+sM+kdJcX16yf+82QggzEw1CEz87mSAtSbvXRSCIlyndfg/HdQhCF2kLVA61Msf69Y0NFCWeb+MkgsvLU7LEUOobUZvaj9jeqTg/esrOzgHjmxs6rTYbW/ts7B9weXXFV7/yVZ48fkqr2eXhw4ecnr7EDzxGoyvKsubR669T1jWtTsj1aM7x8SkPHz1iMFxj0B8aYbxl0ZKa6XTMcjKm2+mwvrGB4xoYr2XbSGkhpbXSKtbUyiDtQhUiAWHlqyWHAWbE8zOSZUyWJQaFl+eMx2Mc22Y+n5IWOf/R3/m7/PAHP+TH7/6URw8f8dobb/HRL983W/qioCgLomaLwA9xLYe8LJCeiyUlnU4baaXosuTjDz/ga1//JoPBBkfLGUVdrcqHQGmLslZoPLa3d5nMZ0aq5XukqUKVUNUl6+vrlGVFrVM816HRaJAvFlxejVnEBb7jkecpCINZHN0I9nb3CYKIKGya2GpLkqYxf/B7v8ePfv/HvPfuu0jbYTGfk1cFWljoWuA5Hn7oEEiNkIqySlesgYKiqHGcNiiBQpEWGcW0xLJtBv0BO9vbpEnC81VhrsqCVrNFu92mqmuKsiSMmmhlcH+O44AQSNt5paKwbYvZdIFjW6ubd85kPidLM1SlqMvaaK3riunUvF5fSO8cS6KoEVIxX0wYTyckeWIQlFVNEueMxmOWyyVZlpEXq4IpnVXBs1BaYiFXYw6FLQ2CUkqxmomajhllFB9CilcFU66eZ0mLihqtJEpLpOUAlknF/XM8fi2cSEVR8NWvvoOwSr7/o99HK0GysHn/J5dcnKZ87RuP2NjZI+p2Ob8858WHz5mcz9m8t0V/u8+Xv/6QhnxOPrrk+GhGvrS5vpjw6P4t7t/e5PTwgiD0qcsUbQs21vv8vb/9mySFRazmFNmUvKi5GV3jWIrZ5Arp+LS7XWaTMb1ul5ubM3Z2thmPx/hhwGJpEjC3d/eYLmP2D/aJF4I4TvE8k9XjBQ6LdMneKp7i9PSUvXqPosiYzWb4vkej0WSxXCIkJkF0e4+sSEmrDC/wSdNs1UlYNBot8jSm2Y5QdcpsdrOKEfZo97rUusQP22R5SRg1cOyQznofzwvJsoSdvT1qAdvbWxy9OEJWsLOzzdn5Cds7e1xdnhNFLfJc8/HHn7K2MeDi+pzRzYKHj97Acx3iJMH1FuTXl2hd02wG2Kqm1W5huQ43kym1qnFsl42NTbxV/EZdiVV0hiEAuV5IYHlYVoJGETabKGUzvrkmT2LOzk4p85zA80mzFEtClWQIrfjw5+/z+muPuLq85v2f/5R33n6HN995mw/efx/HcZBak85nVHlKq93FcUOTfik9qGuagUPdiphMJnz6yS956613mCwXXF2dorHIVuwBEDRaDaTlIDXUeUkYdaGW2IFgc2sdx/eYzxes9ftErkctBUVZk6QpdaW4WcyYLRY0WqFxUs0m5P0hje1tSqBGI8qcoydP+L1/8Tu8ODmjVCVCaSpVrBZwFu3OLf7hf/q/ZTy+4ec/+h6Wo3A9xfnFS+o8xW932b/1gIvnLyhFirTAsW08N0IIi4vzSxCa4/MLwiDk+vwC1zPW0e39ffbv3CGQFqEfUpYl83liTlaBZ2anEixb0O93DQ2pyFkslqiqNmmX0kjJ0qpibXuDze0NJqMbbibXoGpqVZJmGWoln7OkRZXWTGfzFTuiQ6ctKQuIlwUoC6EFogZpGVUFSq+6bhPVYRihZgegtQDbMnpcvsBHgtIKiSHvC6TJBNOSGoGiRjoelaio9F/cEf4v/NFsGoLQ++//zEhgygrXDmlFXWzR4NnjjIuzBTu7fdY7t7m+PmF5OeEsL8mnKZubOzy8c4+4nbE12MCWLSQOUimENJrQyXTMoN/j+OyUo9kMRzqUyqbCJ7m+xgmb2FKQ6prLy2scN2Jr5w6L+Zg0jSnLkouLCwaDgaEAuTan52f0h0PTtayOHXme0263EULQ6nSwHIdlEuN5HtPZDLRASnt1RDeAB4Mbg+vrS3Z39mg1jVjatW3m8zkMDaVIC7BdBx8frUvi5ZxOd4BWFo4TmJwfbV6/Xm/Aoj/DdRwarR5pGjMcDvj+D3/AzsEBWgs830drSa+3znRyw8HBHcbjCdsHe6BriixhOVpg1ZLx5YjZaMbu/j51UXB0fMT+3rY5Mp6f0251DTwXAx6OGhFaK9I0Ic1StJJ4novWNdPZlOVyiVYaypqqLnBcl7oWpInpStqdDu1W20BY5l0ur6/QUjKZTqlr+OMf/4R33nmb73znr/D9H3yfh2+8wVvvvMNPf/xjcwOzjPMoSRI8JXA9H9fzKKsSKS2ihokAvrq65gc/+AF7+zu4nqSuCsqiZDKZsb62TqvVY75I8L0m6Iy8yLCkxLFslrMFk9GIQa+LH4VUqmY8nRDnGbar8QPB0fEFd+7cIU4WRtBdJVxeXvD1b/0GQRhQZBnHZ4d8//s/4PjsguliibRtkBZSs1IVhPzV7/wmjx7c5/yiTSA0yXJEEl8xPj8iUzZ17dDrbnIhzvE8B9sxsqW61iRpjFxJm/KqZLFIWUwXSFuwsbVFaz6nyHKqqCRVyco3b6G1ZHpjNuyB7+O4NspXCGnjBy5ra2t0ux3i6YTR1SX7+/uM5iOqKmUxm+P5Zs6vVU1R5oabaknGkwlnFxcs4yXLpUHrmb8zqqpCCAshtJmSKxMeZ/5bo4QwM3XUK82rFjWvMuVgBQj5t3IgpTQWwtiMMYYCEx2iwTJQ8Jq/xB1oWVV88tknNJsRk8MzbCnx3YgoGJAsFffuv8m7736P9959yt/+27/B3u5roIzH2Us9koslUdig0W/jrkdMxxl1LbCtkGU6JWqErK13SJKYrfUudVWgqorT82uSpaLhWPT6EXXR4iSdMBldgOURL+9xenLIYDggagSvYiUcx6HT6zCavODi8gzfC9HKQCmqFbNTSslyuWRj05CM2lLS6nSI45Sw2cB1PPK8IooiHNfi4uyE8dUVi/GE4c4mZZHjSIvA9YzWUJvEQWlZhhxTVeR5SedWjzQrGY3GqHpBz/EoipKd9U2Secx8NjERI2WLf/Nv/hWgGfSHxMuM9Y0tdvf3+eyzT4iaTa6ubxgOhxwfH9NuNTl8/pwsSRHC42tfv4viC6lRyoMH9xGi5ub6Ctd1KIqMbqfLfLFgPM4oihwvS8myJe12m0ajswoJc9nd3ydLU25ubsjjlLbXAK25uhohBBRlxXQ2M0Dj0QgvDMnygiwvcH0fUVZsbW3ys5/9jEePHvL3/94/4H/47nd55+23+M53/gN+9P3vY2MhHeMucR2XPM+J5wm+7xNG0avFyWAwYDGPefz4MZ5veKKOG7CzawLc4iQjDBvYNsyml2itcW0b27IYj24MGMZxiZdLs5x8+Rxbmnz4K9dmd3cHgLpS+H7Ixv01LMtYK5N0iWdbnLw85OTkjEWWm7A92wFhYQuTYe47Nu/+4Hf5/KMPaURNyjRl0Gtwcf4MWZdIIXHciKjRxbIDEAWaEiEtBApbWqgaiqxCC2FMJI5HoxUQhiaZ4OTomJurK3zPp9vp0+31SZOMVqthyGRVjes4eH5AUVUr4n/GYjHHtR2azTZS1GirYp4sKIsCzwvpdDsordC6ZrlckGQZfhjgBx5n56dcXJyxjJdUVYFAIoRRaegVHUmrCrRc5b4Laq2NNXSFi6y1wkC6jClAfMGDNJFdSEsiANtaZcuv4lkC20c6YHsWlgVaeFy88gv96o9fiwJa1xW1qnD8kDxNiEIflCIKI5qdPlUtWCSCtcF94iTiow+vePBgk7pcIrQinU6YyjGtsIVghue3aLd6IAR1mbOMb4zI1nEQQpFVC3NBpjMOX56xu32PwC3Y22zTsLfIa4XjN8mzGYHvcnx8zP0HdwFYLBa4rktv0OP07IzLywu2NrZZzKav4h6+yPWJk5jReMyjR48YjUZ0uh2WcYwXBEjLxL9mRQaqotVs4FoWZ8fHbO7v4LseQmsCzwegqCrCKETVJWWVcPL8nOH6OmVRcT26Ii9NYFm3P6DRbOG6Hnv7u1xfOfT7PS4uz/E8l1v7txBC4jgu23t7aGr6a11+8P0/RFUF6xtDpjcjeu0OzXaXr3z9N+j1NlkuY4oyY3t3m9lsShj6JPEc27FpRgG11jw9fE6WZRwcHNDud7m+uGKxGOM5NkJLHD+gUhXz+Rzf9wmCkEbYIImn6LpgbdBlNF3w9Pk58WKJbVl02m2jEV25a+IkwXElnV6TTuc1Pv/8OctFwT/8j/+X/Jvf/TeEb77GN/7Kt/nhD39AYMtVBHJKGDWxPReFNhR5KbG0wvc9HNsjTZcs4glVkVHaOXlqo7UgajSoNQSBTV1H2JZAFSV1UaCq2pDmLy/RdU0zCgksl4vzMxZxTF3ZFIWiLGOyPMULGnieT9QI6A+6SAnLxYyXz57zySefscxS3DDE9wOKvMSSNpHnky4TyKfMLmfMEei6YnIlKYoYKWukFbC2vr4qLJZhFFkORWUgyFVdmTklGmnbKCocL8RyHMq6YnZ5iRQWGxsbVGVFnps5su8FpHlBNatpNFos05Ti5sb461EmyymKSNPYkJzynDzJCdyASmkW8wXCMrCePM/wfQ+lNXlZUitFt9sGFNc3l8TxgqqqKMsMxJ/YoDsWQgqktExCqzTc2S/Qhl+4rMSqMK7EHSuwt/ljlmSGOysQr3Kx9Kui+2839H/Wx69FAZUSLFkSL2dopWg1u1QVrK2vkeUlyWKO61jcvXeXn773M8LA5ujwgr/5na/Sb7VRasl0dkmW5OzvbxFGbbJUobHQdoXt2aAhTuaUZc5kPCZJEizpc+v2FrP5Bdl5jCUaXN+M6fa7FNmYeDHhjYdf5/GTM4o0IUtTtjY3OD0+ogb2d7aZL4x8Kun1SSc5g7VNisJAF5qNBlIITk9O2N7eJY4TpGNRqdocJyTY0iItMrIsZ7i+wXwRU1fGhZQmMdgOVVmTxglRGJBlCs83BVhryPKcRhTh2jbxdE5gu6gVdKPb73B2dc7F6JrB2pCvff0bHL44oY2D5YSkWU1vGKJrjevY3Lp7h6pQfPUb38TzAywvIMkK1h2LOFlgORaXV5d0uh0++/RThIB2q8V4ssD1PZI05+7d+wwGA8bjEXG6ZHt3j1arxXQyQ9gWemWz9TyP+XzOYrZkPp+AqvE9Dy/0eesrbzMZ3XB+espkPuL6esI8Xr668OJpQhIv6HYHvPbaI16+POKDD97jH/yDv8fv/f4fcPfBQ/7m3/ot3v3xj4g8Az3RVYXSimKVHBqGZoHneQGlrMFq0Op2oC6o62rlLqqAGuoMbTk4tk0UhqT1BGELHNeEpOVljs5SHGouTk9ZLpYkWcbp8SlR1KAua9aGa1i2z3B9jXarQRYnRLbN0YuXfPDx58zTAtvzzWgBAUVFo9UkclyqPAWdI7RJPLUdC9uWVEpR1wInbNDv9hhfXKCFwrItKlXie54hhi1SkyxqWwS+hy5Lri4v4MbEl0hpMR7f8PTp5zSihpFeNRqsb2yws7eL5/lcXF3g2C6tVhPbFSyXCyhrpucThFY0Ix9lwzJP0Lmm1WwjkCgUrueyTGZMr2+YzqYkSUJRZIxnN8RpjJA10gZEjR8YyhircECJixCmk5SWQAijVTWioFWMDEY/+6qISrGKAflikaRN7tYXs1Fh7OOsPt+27L/cBdT1LRq9muPjM9o7Hl7fIbJCKidjdHVFM2zSa4UsJyPqvCQua6zI4fEnR+xufov927coigNOTo84OjqkP1yn1VozchTpsowXJMsZljRkeKVrHNsiWS4Yj+Y4nsvnTz4mDIcIbdBdvm9TF0t0OeL2bot+W6IaIZ2GRdJ2+eSzF0QNI6o3ndaCRqfJ+OqGdrtDFITM5hmO46CU5vrqBt/3jX1OQKPRMODbqkQrTZYXdAd91jcCk/8jIU6WTLKcdqdnYMvDvpFfCMnVzQ211ty6e5dlErOcma4uS1Ma7d7q4tKmEEpJlpW0Oz0qfUSj2UTaDhaSeBkzn5l539XlDWWpaXbWqLOMRrOJ1prDF8/RWvOz937JX/vr/wHL2ZyXLw556623SZKEPC8YeiGD/tAwIZXG9wM67TYA19djJpMJznxOr9ejrmuur69ZLJasDdbY3NymLHMTq1EWZk5pC/YPdpnPZ9Ra0ui0EJbFYrFgOh5TZBlXl5eEYcLe3hbnF0d891/9Dn/3t/4TfvzH73Fw64Cvfe2b/OyP3zVBb8JYRwVQFgWTLMX3QhqNllEL2N4qCLDE8xwsS2P5DlVpus0qy/EcB8ey0b4Lnr1SSRicnRP5FEWBBjw/oDccUBQltu0yHgsG/SGj+YJmp02WZyRpymgy4snnT7i6mVIqIykKgoCrqxssy6HT7eJKyWQyoi5r030phapNvEWpBMiAbm8NKSXn5ydYlkBZFtIyovYyy6nLArTJF5pNcizLYO+0MNEovu8TJyVKVSznM4IwoNWOCAIHzzMaVaVq8rxiPE7xfAc/8ABBGHnURcEiXhAXKdK10EoxX8yxXRsv9LCkIIgCsjLFdm1UUpMVKUiFFsalFVg+jnaoVL2aXZriZmEKp7TFqhias7lc5YCxkn++8vtbFpYtUbo2MchCGZd1vbr52BLHdbAsCyHkF0833eif4/FrUUCRNbtvROy9/RBhS6pa4WgHuyjoDZp4ts/W9ibz2Zz9WyHz2YxeO+Ts4pTv/cEf8nf/zt+k2fTpdocs04TpfEbUGVCWOeOba6TU+H5EEi+QWLSbLSQaZ81j0IuZLxcoPWA6S6hLB0vUdNodwlBwfv4YKX0sR+J4LSzp4UdtamGjkaTLxBQay3STF5enVGnM9v4uYdigPxiyXCxYJgvCRmByysuSdrvNyckJYRjhOBaNRoPZdMagt87l1RU7O+topRjdjMh2E9JkyXLh0O32SJYJzUYLkAZE7PkkSYauavz1Jmo1BlJ1hVzlq2shcDyfh689pKpzmk2PH/3RD3j46BHn52eMx9eoEgaDdba31tEafvnLD7m5GXF7/4APP/yQt978EpaCm/HYdFa1Yj5fcPv2HUaTa4LAJ4oaNBpNZtM5ZyeXOM7/l7o/i7Vsy9LzsG/Oufq1+9M30cdts+8zK6sjWKRKJCVCAkhJth4MCNCLARswDEl+9ZMAv9ivepJsw5JIgbYlmxLJKrNYVayqrOzz3sx7b/QRJ067+2b1a87ph7njZtG2CDLlErIWcHEjdkTsE+fEWWONOcb/f79HWeWcnp6SpDGr9YokSTg6OuLOnYAiK6m21lPPc5xLUzesFyuyzZrR7pCHb7/FZDrl/Pyc8XiMqWuqosQCRbFhtfJctMkq5x/8g3/Ab/6l3+KTR4/Z3R3xhS9+iQ9/+gGhCPF8D6nUVi8o8XxBnq8QUmKF06x6Aopsg1RukSKF87Eopej3+oRhQCEMUliO9g85f3VGJwwxHlxf3bjl3XpDtQUZW+u0j91ul93TUw5Pj8nWa5bLBZPrMVXVuogN7w0LoEYISafTxRpYbja0Fopauw4MgWcbtBBoGZL2h3RHO8xmU6qyJEoCZCRoDLRVSdvUCKu3jPgt2EVa9NaVZ7QhW2+QStKUFUHg0wt6FGXBRx/9jJubK/b29uh2+3S7ve2YyjC5cfxVIQTjmyu0bonikCiKCcOQLM/Ii4zVeInWLdPVnKvrK66uLqjqEosG6QLjkGC2TiMlvW1X7Iqlp9wWXiixPbq70YqTJ/386P6pXElKlDQo4T5P5JZR+8aTZg3CMw60LJRbOqmfs1z/Za9figIqPQh2aoRyvvPYCGSR44mWKPKRfsVop8tB06duYtp2H6yiqvaYT2c8Ov+YvZ1d4jgg6HQoy4LpdEI37dM0DsygELx6dYGuK3Z3ehwf7RMon8vsmmyzpC5bBv0uX/ry17BNhMRjvbHc3OTU1YaLV6+5/eBLaHqsm4ru6BCLAitotcYqAb5iOrshz1eMjvZcjO16w97eLhcX57S6IQgCvG3srO/7bDYbksTNOeezGYd7xzR1jTUWqRRJkiAEJFFEWzdIK6jLluFgRN001HVLlMR4MsB6FhWGFFVFEkdIHKbM8wLyomS9ydndP6DSNR/86EccHeyzt7fDYrkPaNrKcnhwwGY9x/MilvM577/7PvPVnG/+2rcxWrMpclqtOTg4dKT9MKJpGl6fnfPue++ilM/Ll2csFgt63S5JElE3EXWdk6Suw3oDyxjfjNnb3UcIaJqa6XTKZrmkLkvY0u1XqzXSNwwGA7qdLr1ul+n1mPl0Ql4WtLphtZwRJ8f0el2UF/KHf/hP+erXv+HgLXv7vP/+Z/npJz8jlhBFIeBuGGeIANB4nkfT1E4OgyEKI6IoRLcapMH3fZIoIkkSlBBYo0niFAW8fvWKOI24urxif8+Sb3KMbRiNdpjN3BJvvphz1OuTbzKmkwlVkXP++hJjPZT06Xa61KbGGEuSdJBCMZ3OEEAYd9DCzQKNMVjTbGVyHbrDXbKsoCkLgtCj1Q3VusCTvvveNxYrFdo4InujNdJaBAJjW5TaRpBY5x7L8w1mrKkah8kToiHPV0zGE1brDe++8y6Hh0dIKVlv1rRNQ7ebsrOzw2az4frqCulJgsSnbWqUgLLMQRi6/RShDsjyDYvlnE2euXtTKfzQbejfFEUhBVIIlOcKLFvmsZXuB0K60d8WP+GO+VtNqEI4cwIGJGirKbcxNELYbRRyiZTu6C6tmx3/ItcvRQFFgowtSlhkW1OvGg7CAccnQwJfISKPnz2+5NHTZ9tBskJ6AhkIZB9eTB5xtT6jm+7STWLasuLqYszOcI/R7h6X55c8efTYAXyBzWrNar7i/t27DPs9dna7TKcjdvZ2mExfsVxk3FwsKXPLcLBHGPVQYUttK0IF0aBHtFxSVjXL+ZKDk0NWWYYKfPYO93n0ySfszm6xt3/EYDDC8wMXNlfkhEH8acc1GPQpy5osW6Pbhv5guIX+BhRFwc7OLqY1bDYbOp0UT3kOoVbXdHt9hJRsNhlRHJMkqQNJeME2DC9j2OvgKUWR52yyHD8I6faGrC5fs7u7j61qmqbmpz/9kJPjE24dH9Hrdnn86BOSpMdXvvJVfC9k9/SQuq7wleL81WvSTgeB5NGzR66QrnM6nT5BEGGtoNvtIaVkOOhxdvaSusmZTG5I0i43N1O63S5BEDAYDLi+vsZas/VnW06Ojlku5syXc6y1hElM3Vom0ymDXp/PvPc+L8MXlHkOAtZZjRSG2XRKrz+i3+tjjOLRo0+4c+ceBnj41tus8ozxzflWKuM210pAt5u6jkcJAl8SezG3Tk+Zz2fM5lMEgjRyAXlpHFPkuYv/SFN2d3Y43N3h1auXKN+n0+2xyXIkgjRJP6WwKymYzMZ4CJqixLOCWluk9Dg/vyFJU6SukFqiVIDvua231s49gxCoIKLlzdHVorUbD2TrNbkQ9DtdOnFKEPmkvZhsueDq+ppSu9RYawWm0dtuTeH5PoFSWy+8oW4arGlpmposz9jka8Io4uamJYkT7t27T6/XoygyimJDVdcEfkAQ+CxXC1arBUfHJzx8+JDGNMw2M5QnWC7mvHj5gsn6hrxyZDGLI88naeSwdtujtJTWid0/XRAJhLQITyKUK6BGyq0aBaR4swDabtsFDjCCAKMwws1gaVqEp7abe9eFamMwONeT1fZTB9a/7PVLUUCFBHwITYhftpykCSe7u4RRzKau+Pj5E777k0fMNhsaA8IoPAn4LcZzEofQ8wj8hMRPGERdukGCKJeEzZB1UeN5Kf1Ows34JXEUoVvJ+fkLvvDFt7C+xQ8VP/7Zh1zOxghPQB0jjGQ8veL2nR4q1JRNTnZ1TdzpcXK4z0cffkgcBsRxTLbIHXlpMOT+w7dYzGccHJxQ1xqlHIFIKp+oE7OYzxlPx6xXa06OjlFCUeua4XAHL/Bo1yukHBAlCb2dHTabNXEYsslzEIKknzCdLumkjvJkmppeL2WdF1jdovBZrTLqQ42xhiBQrM7G3Lp9mzgJ6I8GfPL4E5qipDOIuXP7NtPpjPPzC+7fvc8f/9M/5S//9m+jkoRed0DVtkRhyKOPfsr3/uQ7vHX/bcIw4uhgj3ffe4c//pPvcf/BO4RBH89LGA47XN9ccX1zzeXVNUII6lowX1yxf7DvZEBSUW42sI2g6HQ6HB8fk2Ubgm5K1xOsVmsWy4xWa0I/pCpKnlw/Iep2+fKvfpsPfvQjqrZFYpFeQp5VGL0iDjymixnTSUp0fII2gq986ev813///4ZuakKlUNqANSynM6SAQb9Lt5PS66QsxmPH+LQSz/edb3x3RBKFdNKI4bBL0zTs7+2wWC6dVVTG4HvUpiaKI3b3htzcXOMpn0pb/KDjolCmU+qqZL7OGC/XrMqcuJvSrDVoTd1oPGGw2qCFC9ezGurGjSyM1HjKYrUlSSM6Ox20htHOPrdv32I+X3B2fsb46py6rgBD6Au0lqCCTwHQdV3TVhXGtNuFiksTlQ5vRFvXWO04o9YILi+u2Nlx1KnX56/opF3OZ6/x/ZDR3pBOJ2Eyv+Fq0jjrsW3JNmsshsHBkEblsGppapdOqnWFFe32n98gUW7xg0G7Z4bTg0rc/egZ8AW+cCg79yB4c4RXnx7DBYAU20YCnC0pQtOgJRhrUdZ9zNZodxL5xU7vwC9LARWCkQgJKxdwtXs0IuooimrJ9WrJ7/7hn3JztUEEIZUjF7ptnLAY5UAVvlIItcATglB4pH7MqD/icjVDVDDcHSFrSSdIaeuS+eyG7v2ETN8Qd/YJBzEHdw4ZN0s2mxW6bLh3eNdle6/G9AOfjtTUumQyLhj175MGAfs7u7x69pQgTbi4fI13X7LarDk4OmS5mDMaDZjNJuzsjMg2a3yhiP2QbLmiKSuyTUba6TjEV889JTu9LvPFgiRNHb07SdCtI6AXReHmPKFP3O3Q6IYGQ6fXZVPkVFVJ0AlIkgjf94njmLIo3FGr00FtB+23b93i0c8+oq5bTm/d4Tvf+T6/9mu/QRwm/Mq3f4OvfPUb9Acjnj9+ys8++YiqzuimEd1uj95gwO1bt7DC8PjpExCCnd0RJ6cnKAXauIXQfL4gTVOeP39Op9Ph9OQUqQTPnz5l0B9Q5DlBFLG3t4cQgmfPniGUJIrCLW4txa4NWKjKksrCYGfkGK43E774hS9Sv/8e3/3udynWOULAzXyKlIKdPaeWeLN0Ozg85F/7m3+Tv/d3/y7WgvJ8mqbECvCD0BkQWsPNbPppPG4n6KJbzee/8Dl2hkOnUa0qlqspoR/QNA1VWRHHiYu17nTpHHbI8xytNTs7bpG0Xrv88qat6MQBSdLhcjxH4ADBXuBvJT6GvKwwWMI4JvQ8pPTwPJ9e29LWjsEQxrFzhPk+ngrpdxOEbvnghz+gbVwXKYQLULPWsUqNdVrUqiyRUroY4CRGtw1V7TTVSqltNpO/zekSdLrpVkfcUJYlUklGO0PiJOZev898saDRDXXbMhz2EdJyM77h6uaS2WzKcrnAosmrnLzIMFugtjGtM1Lg1ChCbsMJPZceIKSkpcUKg/AEwneLJM8TyG00zJs5qREWI82niyGhBBgHp7bWuZGE8vGE617fSPF9udWa/g+ooL8UBVQJSVxpzGrF7dvHeIlmUSzIq5ZZnnP7nYeMpx9gNCRpQiMbDG57LZTbxikkWllaGiwVTduynuZcrW4YRAPKTknX6yIbyLIVw90eg/0uMvZoVIENDfffPyQ6EvzxH36fuoHWZuzup2zWFZISz9ME1gm9L85fsbe34yICqpLeaMDe7h5VXTGZTfF8n363z3IxQWC3+SyKsiiIwpDZzZhux225hVLcun2Lqqooq4pur8vNzQ1ZlhF4Hlo0jGcOUCKlEwSH0qPX7yEFXF1d8fDBA9I0oSgqNyvCbKMx3HEoiiOyLMOLAhdBG4ZcXV5x+/Yt3nrrff7W346IIxeBe7B/gOf5/J/+j/8pr5+/5Oj0mLxco46P6A4G3Lpz19k4ez2OhWT/8JQ7d28DhulsynQ6ZjGfu/FCFHF8fMrOzg7LxZQf/+jH3L9718lqpCPN53nO48dPaduW3rBPsCWgz2dTdkZDorBDWVWsVmsXb7FZYy1cXV0ThCH/yr/y13j5/Bnf/973tzIg2Gw23L1zh/lyyevzM4QnefjO2/yrf/2v89/8vf8rXqfjYpWDLU4ujBnt7CN8yXw+3zI0NQ8fPOD+/bssZgussRwfnZDGIWWRM5vM6SYpRhu6wy7z+ZwoihgMBlgask1G27bkeU7aSen1uuSrOULUBH7Indu3sVjnVDNuZqmEkyd5AjAGQ4u1Eqwm8BWeVOSFc3w5MXtDlq3xPUFT1SymM4o8p5E1QggXqSL4lNGqtvEmSrrigpSEUeSKrbE0bUvTavb29hgMBkjhEkbTNEVK6TSl2yKsdYO1LVXd0ul2WG8BI1EUMdhiGZuqZLGYI62gG3cdf7XMMS0ofJQS2FZj0ZjGUpqGTJefKlSqpnTHet91o1IELpBwex9I6XLjlXIDUaXcqUFs7aduDADWlyiptveD2EoI3eLJRSL/BY41lhpoGu69d4KKWxqzwZd9Hn30gmRvl6/+5m1Ojo/4J//wT8jzmjhWyBA0Ne1WfqCQtJ7vBLS2xjRgNJS6ZLwek+UbRp0RO2FEpnL2uvfwgl1evbiBsKDb7ZAoxfHJPrfuHvGTy8ekvVO6HR8lBZaKPJ+jwi5FviEMfT5+8gknh8cMdkcoX+ErjyCKXLrmfI6+5TJjOp0u45sxQRggfReDPNjdoalr1nlGmCYkSULip9zc3OBHIbMtnMNXLpoiSRKyLHNosrYljlJ03TLodFlOJ+RZhvIUWbYmTVPiOHRuoLBLmqb0en2SOKatG9J+j16ny6/+yrdRQUhRNHhezMHhCcPhgKJY83t/8I/53vf+mNtHR0g0GEMUxTx8+C5n5xecHO1jhMPGSRUxX0z4/ve/S7fbcy4fP3BEpLxkf3+P8XjK82ef0O923QNkPGE0HLFeb3jy5AlRFPG5z32exmqkJ8lXTnb26KOP8P2Enb090k6XRhuOTk8IggAlPNqqZX6zYO/glL/177zPH//xH3Fzc+Mskq9ecnB0jB94fPToY1QQ8JUvfZHNYsUf/f7v00lDhLSOtpV0OD69TZavGPYHxH5A5AW88+47dLsdBr2BC1ETkvv3HvDq5QsUkkGvz2QyxfM8Op0Oh4eHVFXFfLEC+DSjqz8YOvmcH7plFYKqKjk5PqKqHUhDSkmeX1K3DVL7xEGE3grb2WYbGetE7M7N5I6grbW0jUa3DdKHMPZAN7RaI7DYrSxDSfmpjMsaQ+u5GBZr3Ya/0+nR6w5wOksXnBeFip3RiCiKiKLICfONRimI44jBoEPWaheZ0jZYIQi3QPHxzZj1eonWmqbMaZraRYFY4xZZQiO0az/rqqWyLW+EmlK6vKlQhtsMMUNbtbStpbbNP9M1WqMx9ucZUIjtwskajNVu+Qb4wp2+tLCoQOJ58tOwvL/QOlCrLYOdDnJHUDYGZbo8+WTB/Drgj//4B3zpVx9w/8EB/87/7N/kh9/9KY8fPUWIFhNKGilojUUYg/KsAz8oD6xFt47711bOg6zLlgpJd9ClDVs++fgV588vOTg+YWfP5/itlEJnnNy+zUc/fsHZxTm3vvZlVFQgiNisl4hmTatbsqIg7fb48OOf8e677+B5Cm00aRwz7A8YX9+QFSXL1Zq2cVtrPMlkOuPw8ICDoyOePHmCpGU2vsE7OKTb69Pr9iiygiSOGY+v2d3ZJ00TpBBEQUBTlgz6A1SU0DY1adQhDkOaskRuGY6tbsnzgn7vCGEFWmviJCbLCzw/RMgCYZz2bXp9jSck/X6PKI4ZT8ecv3rMq6eP2Rv2+dKXv0jbNnR791guV8ynN4yGu/QHAyazCcYYjo52Wc5mTMcTd7PFMevNmk1WcHh0hJWKME1YrnPeeutLzucfd6itwAtDVBDy8J13WOc5VVOyuzsiL3KaLS8gSiRVXbC+3mAMdPt9vMGQpi5pqpZef0DS71HWFX/lt3+bx08e8+Mf/IDNbMHk/JK9o0OGvS4/+N73aOuWb37711gvl3z0wY/cjA/YrDe8ePmSOyeH7O/uooTg7p27HBzu4ychVltn+bOuG9o7PKBtGoKtoNsAnU5KkkQstwuwzXpNnuXESeJE3UiStEO3k9K+fg2Z5e69e0xnS5QX0LTn9NKEVb5G2RZhGuIgIM9yqqaiEg5Ora0hCEPefush55cXeBKWyxlVlVPp2o11mpa23S6hrHCSHtMSeAqjLdoapJWksYN4h0lMUVSMJzfEUcze3j79fp/eNlIbLFVV0rYSK97MDi2DQZ9IwOXrc1bLGW3riP8Swd7OiLYpqRYFbVtj2pqirDHawbQbDfAGLwdGgd1i6ISQDobi+ygZYJoKjCDwPRBi2y03btnWuj9vEYjtkslog7VuToq2SGtBeAg/cPZWTyKNdX9OqF94DvpLUUClFHR3Y1qvQYoRZ5/U/PTHa86f5Fyda/67sx/z9b/0Fl/8xvt87de/zMHpDn/yR99xyZZhiNlyGK0HQvqOci61c5K0AhX6mNZQFRWLFtpWEmU3sBH0h0P6yYh8mfP6yRWZmHPy9inHJ8d8+Kc/5b333iFJFJvVnOWy4eDo1HWgUQdtDMcnJ3z4wQd84QtfACG4OL/YdoAxq01Ovz/i+ZPH5GXOw3fexleKl89fcP/+fQ4PDrg6P6c2hsn4hiiKsdoyn0zp9hLatnGuGOsE8SAospwwjGjZjjPahp39XYo8Z7VyGkut9VZIbVAoWmMwWJqmZhB1mY6n7O/v8/u//084f/WSL37pS3zl699gthizWi8oi4w6y7hzeou6bViv5rw6e0Eap4SBT1lsuBnfEMcx8/mcqsx5/eo1pyen2+OrwZJwsL9HkWX0+yd4XshnP/dFbt25z7Nnz7i9d0gQBBwc7JPnBXlebNUJNaY1GC2QMuL09kMMLUWes1jMt8F0LbptOdg/ZGd3B08FxHGXqK6oyoq3336bg4MDPvzhT7h+8Yrp5TXd3RH3jk85e/4KT3n85b/6V6jzjKvXFxzuHZGmMd1uB4HF9z2Oj4/ZPdxD+C5eRPiWo3TfSYNagxGGxXzBOlvh+x5xt8tqteD6+oow8mm1OzWEXoAIfF5fXfPeu+8yH485v7xkMOyzc7BDmvZYLAtGoz03plgsqauMIJCUZY6WLdITjLoDPE8ynU2xQtJUJR99/FOMtbRFzma1xEoBStJYjUUShP62AxYYXFx027rteaffo9Pt0DYFy8WUctxihXJQZdOirzTr9ZokDBgO+3S66RYEs2S0M8RaQVFUBH5Dt9/n9vEpr23L2dlzxuMrijxHKEEQ+ZRNxqrcOGxhaxDGmdXtNovd2J/PIu22eOrWRZ03jcFTEtM2tG2NlC1KvnEOvekiHSTZdeTm0wAhIf7MfNNYGpxw3wvcOMCKN1In6VgTv8D1S1FAg0jh9wRFq8inij/4nY9p131sE0ObEogOj39UMZv8iG/+1kNO3znhm9HX+YPf+T1MBVGaIpRAexakwoATh/k+besGyp6VyMCnyTNWVYFZjul7HawHs/KKbLFhT4y4nMxASI73jnkUPGG5ykjTXcJE45U5fprR63pgW548ecSg3+fk5JQXL15y/8FDXr165WQu3S4StimABbPHT+j2unie08c9efyI9997n8Ggz2wyxQsDxuMxYRCxWi/p9R2IdrNZEyUpRiiKqsGPYspGY2xNGHhMplN2dkYIpcjynE6nizGGKAhRvk9RV25bS49skzFfTSnynE6ZcHx8zPHxPv1Bn+nsmkdPHnNycsJkOuXg8IDDwwO+/6MfcHVzzf37D1BBANsZXdM0rNdrbm5uSJKEKIkZDPvMZjPSNObq4pwffOdPmUwX/O1/63/C3v4R5uCIjz/+mCAI2NvbA2s5e/Yc22pu3b5DlufUTcugv8NmXVFVhlevXiGFAwhHUUraiRmORnR7faqq4vxiRpblnBw95ODggCAIaI2h1x/yK7/x65wdP+ODH/2YrMhZTKfEnZTF5IYf/aThN//yb/G7f/+/pakq7r//HqPRkL2DEUWRb8cE7mEsPQ/TNs5DbxS61c5mq1s2qxXGGC6uL9FtQ7fXQW/jhbudLmfjMyqtQUjSJKFOXPTHYGeIxqJkwO7uHlfXV9y7/4CXz5+7yOlBj82moG7eBMPV5HmBEJayqhBSopSi0S11WeKHAdpa5+RqGqyFpnU5R74fID1Fr9tj0ElRUjFbbri8vEbYGt+T7vvyDY4eC8K5dqIkotENCEsYhe5j1G4xFwShyzJqK9Juwq17t/ASwe7RgPn0mtVmRV7mREKBnziSfFljtXXmDmdFdxIru1UYWfspSATcw/JTspIVtI3eWgIEQvDp4khuvx5vYD5vZppvjuZvOlsXpSywym63/vKNff4Xun4pCqiVmtxsKPKU3/lvPsDXB6yzFVpbRqMecS/i6fNXvHy55NnL5/zGv/YV3vnMbX77b/w2v/MPf5d8vaYzGOJ7Fisc9s1lxBo3pDYuU8X3FLEfkWUV67qgUZomrKmbNYvFAuE1HO7s8frRK07u3OLw6JBGW24mcwqzoLc3YsNr9k4+z8unC45P9vnD3/+nfOa9z/Lw4VufpkleXl5y//59xtcTDo4O2T8+5PEnj3h9dka328P3PPqDPhfnrwk8lxhZNg1RnBJGAWC4vr5kb2+Hjz7+GV/r97FagzXk2QYFxGnEer3CDwIQijjtghQ0bUscp/S7PTCWMi9Ik4iqrMiyDdfX1+zu7hJGIW+/+x4//emP0cbw8ccfc3JyRK/X5fj0lLl/zcvnTwl8wa1btzg8OiZNu5RVQ28QsFwusdby1ltv0TQNw50RYRiQ5xmL+YKPf/YR3W6XumnJsjWfP/oC2lYIeevTvPtXr14xH4956523KaqKdZGzWqwZDnfoD0Z0B0P2Do9QGK6uLrm6vmS9LjB2xevzG5qm2kIvQpryEeevXxDFKXfv3SPt95kvlwz39/n13/otfvbhh9yMrzg/e8mDhw8IlMfl9Q1/49/4m3z/u39Kt9/jvffeQ8VOT9jfGbqjpbWEYUBTO4mPLg3rbI2ua/LlkqpwxHgpnXpCKkGaRBRVzfhm7Lr0mzEqipjN5yRJwunoGKMEk+mUyWyGNpLRcIeqLTk9OeXq5oL5fA4o6rrFGI2QkBduKaW1QVhF3TRO/yiFi382Tv5ktabSDp4RRRGj3SFJ2qUqCq4uLynLCo1ESA9PWpS0SCnwPUUY+vi+M3sgHApPeRKUYXd3B8+X1K3GV1A1GVIKqmLDxfg5tS5I+zHLakbOGpEapGeQtaEbBXRSRVuHmNbpTuut3bhtLW1jsO22cDrcJ0YbtN7S8bcY0De0kDeFUf/8FwA+dSO9mW2+mW8K5XKSUCA86/B1Qmy71L/gMBEkVFrz6OMLdDkgDY55tZoiWsnR4SmfPP2Eul4ThX0WZwX/1X/6e3zrr77Nr/+lL/FX/9Xf5h/8w99hvlrRHyQobwtI8CRWNg6uat1MBG3xfIHnx2SZpsgqdFlik4B43+d69orTWyPEtWU6nnJ4dMSzpy/Y3xuhBi2y25IVU25eP+Lu3a+wWqx5+62H3NzckKYddnZ2iOOYi8tLkjSlGztJy2A45Fe+/StcvHrFfDbZRrumjMdjOkmHqqwIk3jr8ZWMdkacn78E3JFkMZuCtYwGAx59/AmL8Q3vfuY9mqah0QY/CNyWUgjaxsXojroDMBZPSOaTKXmWEYchw1Gf6XRCv99HKsXJyW3W6xXX12P6/R5SeUxmU+azKXo7M6uM4OjwiJ988FOn+9vZpd3G7yZJytNnTxnt7ROEPlJJlosFX//q15nM5nzpayPu3L2DVS1pN3VwZKVYLBZ8/MnHfPPrX6O/MyKrCmTgsX+4T5ZvWK6XhHHEzfQGqRvKquSrX/kGIKjbluVqycXFOXWzZLnaYGON7wfkxZrZfIznRxyd3KI/GBAEAe9/6Yv0zp4zu+mRLZZ07z7k4bvvUrYF/+a/9beoipzusE/UCfACH08pZy3VGoN1HV7bIH1HiAoQ1KsNdRSwWK7wPN85Z4TAU5LlcoluDWVRMhwOaBEYrV38R56T9rocHBwAc5rGEsURH370Acp3KZq6MNuTqKVtGlrj8ue10bStxZgGPwzc/SPENttdu+7TWPr9Hrdu30Z5iuurK16dvUIYSyDF1s7K9tgqkEIRRQlJNyaKfIIgJE26WxecZTDq0+mk+L6LoqnahigMaFo3csnykm4/4GY+Z7pagmdQXUVbt/ihj7RbI6W2+K1Gt4bYxtAaF29tJFqD0Ja2du463WrqWlMVhiIrHQhZSRdjzJuO8Y2L/efH7zedp1LOtvvmIWixbouvxFaUL7BKIKx7j7/QHagxhuVFydXHK16/nDPqhZzeugtGcHX5mrpaIUSA8iSpiBAc8N3/52MCHfP1b73PX//tv8Y//Ee/x2a6oTdIkdIgjUVtn84Ig3HqWYwVBGGLjDTCt+QrzSyv6aUp/c6ATTljd7fL88sr9u6eUHuaZZ1xHO2hkUTdmk9+8F2e/uQJ79z/PA9OTpj3drm6GZNEIcKT+HHIzc0N7EO9qlkslvR6Pe7fu8diMeYnP/4xTV1y785dlos1YRzzyeNHrNYrvhx9kTDxCCKPx08+4Wj/lOViStpJ0aZltD/i4vySyXhCr99lPrmmn3bp9np045Sri0sODw6pigytFMa62ZBEEAcRuVdQVzUC4eIUdEFRLplMr1FP4Rvf+AbDXo/ZzRWTxZKqzLn34A6T8RVJFNMfjhgNR+yMJOtNRlG3SD+hm3b45JMPSZOI1rQIP+Dh229xfXPD9c2UTVYhPElVVTx/+hQvCPjGt7/tbnqtSaIIo50t8PLyEiEsRbFiNEypNjlRHHF5fUHdtqSdlCRNeO/9zxEEHkW5Zn494dnzZ8zmc/Ky5GB/j8nkgjCKefjgbXq9Ae9+5l3kZ97l4uUZkedjmpKTgwPSOOZg3+UyeZ7bdrdao83Pt8IGR/cJ04TWFDStpb+7R9zp0ZrXCLnVHRpDvs6d5EdohrtDjo+Pubq+RgpD0RQMkgFhENBi6Q8HWONxfX3Jwf4eF9evwfPdoq7X5/LikmXdUlYlVV67YqEMZVNRmwZfOrlVUTVYKTg6OmVnMGS5nvPyyXPqunaic+lkTFp4hGlKP04Y9of0el18T7oY7GyOUgZrK/JKg9cgfcvycsL+3gG+H4KwrDZL8qxkNBpS1RnCwykMQsjXa7RoaIRGW5dA4CkB0kDgIjWEcBR5s+00Hd7WLXyF8Vxsxxaa0taaptS0laHMa4pNQ5E3tE2Lbu2nYXJS/hwsYq2iNTiB/pZlIISLQfHeAEqss3QKpFs+/Xl3oNtQue8B59bavyGEGAH/JXAXeAH8bWvtfPt7/zfAvwdo4H9hrf0H/7z3NhYmsw1f/vrn+Pznuzx/PObxh8+ZTzf4MqCbBrTTEl9X9EYxo/0RO0f32duJmZ9dsMnmfOHeXZ6cnTGbz+mZHip2IXAicnBjlHvSaGPRWqA8H7+fEirtkHR5jgxgJkv2un2CueJmesH9d+7y/PlLEB5l0ZB0LHtHEY+vFnz8yUfo2sMPU1Tks1xMqKzDza0Xa4oipdPtkKaHTKcTvvOnf4SvBKcnx1y8fk2+3jAcjkgU7O6P+PiTn2Gaip2DIQLNYNDj2bMnfO7zX2K5XLFcLhlPxpyenFI0Ne1qgfAVjTXURpP2e1x/+AGdQZ+D5JDJ9YR+r4uUik6v68Ls8oIoipyDyWg+efSYe3fvsLe7x+HhIVm2cR5mKXlw/x7z2Yy2adnd2eHqas5QKBbLJWmScnN9zReOThgMBlxeXriutHF+7iiM+PCnP+XVqzN+5Ve+zdXVM77ytS/z5OOPePb0Ge++/x6PP3nEwcE+o4HLvC+KHE/C5fkLbt+7h7ZO64euSdMOygso6xrluaPpYrHm5mLKeHyNrUIePPwsn+90mC8XXF+e8frVU0ajHdbrhUvuzDLu3r3LV778Neq6JggCkiQlSTskSYyxLVZCmCQE1lIUpRudtNrZBYVCIShtg1EOSWiNJd3pEMW+exgUFet1xs4gdQkFbU4QSUb7fdiS8Pf2d1muliB9rHIFsbY13X6Pt+/fJ/EDnjx6zKqZEkhL6Fs2pqK1FQZBoBKCAIqqpKo3hH7Ew4cPSXtd5tMpjx49oqwyd4N7HmEQ0O316A/6BFGINpayKimKjNVmTpwEhKFHUW+gadHWECUx1ne++bzImD27Iklier0eo519VOgzXS4AQ2XmaCqEbPESgW0FaMG2uQNcaJsQwj1ccV53JC7UzVMEUUAg/e1QdEuf106eJLccTykECh+JR1nUjCczVosNxbyizBuaxiKsdI876+LkhXFHd+HJrdPKSZyEEJ8WTsc/+PM/wv8vgY+A3vbn/xHwu9ba/1gI8R9tf/4fCiHeB/5t4DO4WOPfEUK8/c9L5mwayc2Fz6S6oNvtcOfhLu++9w1ePH3NJx89Z7Df4+Hndhnu9ajsmsnqitfLM17NNMiSO3eO+NLbt9l9e8B3/uh73FyM6ckBvgrwG4kKfv4EcrQWgdbgCR9/kIBULOc5q6rB82pEtWL/9i6fPH3Mnbfe4fTeKZVu0WVLnFr2jhNEs4/NBjz56Jw6a9B5y+TynLjfYzDaodfpkmcLZrNrWl1TFBlZtqHKSzAWYS0XrabT7XFy9w7dQZ9eP+bm5pz+IMLYhtViymDYZTy+Zv/gEK0b8nzNs+ePuP/gfa7HY+Iocho/30f4Hrfu3qWsKzRgWncUSjsxFst6vWK9XrNer9FaMxqNKPOaOO5w9+49Lq8usFbT73ZYLeZs1iuePXnM4ekJd+++w9279wjCGN8LKIrSdfhWo+uG+WyOMdDrDZEiYLV2W9dut0vbtuzt7bFerphNZ7z79ju0dcPuaMSwP+Dq6orhoMdo4ORf1bphejlDKI8s37CaXCOkZG//gP5gyGh3gG0adgcdjvdHmLffYnKzZDKZslrmeErw1a9+mV/91jcZj2+4urqiqWqOdkYU2QxtnFQtSWLi0EcFGkON8iSybbBF5rSspqVpa5br5dYp42yndT7DtCvqpqEqS5KOh5UlcaRQyoBStPWGsG8xjaUQK1QqsXWDQLBcXpAXBWmnT7ZeEEYhSdRgdM1qfUNrNox2E2bTKa3RGKPdQ6+qabShKmvyuqTbS/nCN7+OL0PG0zkXF+esFkuapiFNUvqDvouVthap3EywyHPi1D3YrdE02hXmwqxRiSNHIaHVJeu6JA1jwq6krBrWzYbNfMq8mDHo7zPYH5AXOatFRl6ukNIgpEYbjRVOvWBMi4vHVO6BY+12l2O2MGO5XSAJWg1aWISU+NLlHVkFCItQFmtbtGmoao2ODbv3Eo5kj9hKdCvINjXT6Yr1rGQ9zyizBt0IhPW2sR4ubdVal3kPbuPvuKJ/jlt4IcQp8NdxSZv/q+3LfxP4ze2P/zPg94D/cPv6f2GtrYDnQognwNeBP/7ve/8iq9hMfBZXS1r9itFRzGCny/7+iN9650uUecuTR8+4uPqE2fKG1pTuqSQ89o52OLpzREFO6Au+/NnP8QcX3yMfl0RDiem4J4wfWDz5Bt4coIRwnaiU7Az6iCZgMVsxzTKQLcM45Pb9A54++YjPfO4rzOdzQuP4h0g4u3rN/LWHyVKCIEVTE0URTZ1zfVVwbaCuGrRp2eQrjHadkyckm9UaX7nOoNUl9YuGIArp93rs9IdMri5RvqMCzeYToqhhvliyuzdEm5a6KLi5uqLf7/HhTz7gcPeY4WBIkeXopmFvZ5eqLAmUT12WRHGINi0Xl5fs7Oy4SJLBgG63y1e+8jUH/hju8PHHHxEFHsf7e/Q6Ha7Oz9gdDQn8wAWnHdym0+lhsVxfv+bu3dtMJzcc7O9hjXGEqLrm/OKSW7fu0O/3uXv3HsZAGAR8/3vf4/TkhL/3d/4uKMm//e/+T7m6vGQ8vuaLX/wCQSfAk4IkkNSrCYf7O3RT2AsHruCEmsBu8LRkPD1HKej3hwwGOzy4G/Pg3i2XMNm6wlZVOVFS8qu//j6+7zGdXLF3kJJ2QoQYs1pr1pmDbVssutVI02KN3m6HLdpoKl3xZjMtJdTlmlY3SM+jNS3lqsKKxrEotxi1xivRxkDkkS8yqrrFty6n6Y3kBiGpmu2DCIU1Hv4IdnsJIx0SnLfMJnPauaacZRwdppy9ukSohF/91W+BEHzwo5+QrTIaa1CBz7DX59bJKWWxoaxKp+wIQ4eaiyOUHzgKf+hT1QU0NQgIggCLds0FLb4QNKZmWeZ4nqLVLX4QYKxmXc1YXi6RUhJFAUmkMFrRao3ZLoKMdHNFuy1Ub/4vtug5rHtRIMBKrFVoK6i3v9Qag28sQhmU7+AnQnooDMozWONSaquqojaVK5DdgKPRgAcqRWmP5XzDbLxkOl6ymmduHyIF9k3XKbYz1P8RvPD/e+A/ALp/5rUDa+0lgLX2Ugixv339BPiTP/P7Xm9f+++9fOXTiUOatGQ0OKFRGz742Y8xtuXwYJ+7t+/y1jt3ePjWLX74p9/j/MUZcRTRHaY8OL1LPS9QcY9mKbj86Io07zK/ntAWFeEeiI6ExIBwXnMlt0NmoRyFxShG3SG2UazyKauyQHgNe8Muo50B88mEwdEu0+kNq0LQSQNO7gw4f/6cMqto52uKYo0nLMbzaIxx4wMrHTNRavLcebV/49e+yR/8/h/SWIFuIzZ5Tn1zRZzEREFI5Af0Oh2GoyGdbpfVfMmrxStOT25RrKf4YUBv2Ge1XOArePvBffLNitVqTuAJQl8xGg7INxmeLym2AOfZfI4Qgn6/y2g0YD5fMJvNGA52yLINAsH+3h55loGA4zsnPH3xGCGgk6TUdc1sMadsG27fusXDh2+RJDEf/uQnDAc7W0mJc6HUTcX5xTnvf/Z9lJB88JOfUGw2YFs26wXDYZdvfevrjM+fEHiSWJZEIqcbJMQnKZFIwDYcHUYslxmbKqe3K7FyjRUbNnpKumPwPIsRNderG4cTxB35LYbWgBdFpIlkkj1CKYnqCcbVmrn2Abe8kCJCKX87AxNY4QqFlI76ZYx2PE3j3D9VW2NSN8PTwtLWIE2AwHdyo23xlSJCGYMnfISW+HFAYwGjHQ6vrqh1BSiqpsbf2jR1VbFezsmyJaWf0TkN6J7sclQO6YQptx7uEHWPefL4BU8ePQdt6PRijk9vs8lL1ss1V9eXRJFP0kmJopAkibHCULcVSRpgaVhsVq6ZCBzJKa/WNG2DVQJrWgwGKyzCtxihEb5ysivfcxQkq7C2pTVrNhuXsul7AW3rrMNCWsBs3U8WKz1nW94i5QR8ulUXWz2oBaRwpgS7VRMrBEa7sYBQTihv0U59oHDhe8SYbeR3VtUUxQJhLDJU7N7rc/LOAbbSZOuS6XjBbLKmKhu3QDJs+aJ/TjQmIcTfAG6std8XQvzmv8B7/v8aJvx/1XghxL8P/PsAw2GHw50+gbSU2YpnHz1hMV1hkCzPz3j16JrBwUfcf3CXd7/0GT77mS9wfvaatBcgW0M5bVg1LeevZuTLmquLNVdXK6KiIa4Uds8jaqC1PkEgsJ5GqRZsgHFhO0RBzK3TEy6uDIvFmAXum2Z0cECVGdZFQTIaMFlMMAaULxjsKx5dXZOvFBiL1A1a+k7QbBp6aZdhv8dqPafIVlgjub664OBgl6vLMUJKdNsQeApbF1R1id9JyfKGqtpQv2qJwoggCLk8f0roBQx2dukNuiAabq5fk8YJt+/cpmlL/MDDDzzG4xuSKGGynHJ4cEgUhezt7TKfTVnM5lgE5xeX7O7t0eqG84szJJZik3F8fMTF9TW7B0N2Dvd5+rPHHB+FKOVhBAyGA4oiY2e0Q6s1/Z0B09Wc/cMjN5eczxn0hhjT0k0DXr14QTcU6HpN4lXcOT3gnX/3b2JMxWRcoawgDRPOXz3i8Uc/pm1LVhsHqIg7MVIJVNgQRD4q9JG+xEqB8iSRL7FCoFFYX6NUQBhEWBx4RUuDUZ4r7r6k2W5hzVY/6MmI0Ou6ELdtN2RNtfWOK3Tr7nGjDUpL6qKl1oZqXVFXOUpZ6qIBrZAqwPM9mta5durK0O+N3MzSD5EGTK3xlfNrt9kCiY9QBmkMzaYirzOEsVBL0qhLFHcp2pwsX1NJZxKo/Zbl6py90wFvvfOb1EXGerXh+nrptL/9AdpoyjanNjXKSmbrgigO8HzJeHZNrWuUr4hCH9tqssrQ66dIzyev1tviZbZ3snY3r5AYA1a7YuMrR4ZXUiC2C1oH7U5QWARbi6gbdTpPP/ZTdqdr/v5Z/7k2zjAFgJQIZRHWILcUekyLduw6rNzOWKVEOC081kIoFFYDW6dUaQx5ucLqChkpDu/v8uC9u+hSs5gtubmZMl9kNM2fXyrnt4F/XQjx14AI6Akh/s/AtRDiaNt9HgE329//Grj1Z/78KXDx//mm1tr/BPhPAA4PevajH/2U5WqDH3rcu/Uu9099nrx4zqpa4PmK2hRMsxv0osYzHnv390j8iPPHF+SZ4ObynKvJgsvLazZZSX84ZLyYYYqGqozYPU7pyhDCBgIP4SlAO5SXFGhypFXsDEY0rWGVz5itCpSMCTyf2WTCrbsnRHHEYrEgxmNnN+Duwz6vni5ZzjJ8FdDWheN/7o/odbtMJtd0Ogm3Tw8oy4r5dMytW7doyorBYAcrDHm+JgpDDvb3WczntE2FNhWDXgdjGsIwoPXAUxZtCi7PnlIUNaNeD6V7PPrZD9k/uUVtLJPxlHt375OkMTujEVIKbq6vqeuafm8AQKfbY7kq2Ns9Yr68cdk+RpN2Uzq9DmfnZ+zaXXw/JC9yFqsNR3cSnr18xWc/8xlurq/I8pyd0YimqVgsC3b39pFC4inL5cvHaF3zjS89YL8fMAh75Js1myykzFdcXV6RFQVX40uub8YcHp7wta9+i7hqqBvNfhjw8uwFvu9xdHzA049/zGxe8s77bzFdzphOb/jW177Mcj6hbTUCRShDqrxmVpQIIWl0TZR4JLHPYrFguVjS7+1x6/Q2p6e3SNMuvhcSBjFK+i7iwljaJkdtiUCOydmidUOdl2SbDTpbszx7SV3lxHHI4cFtjk5vcTOdUlcVTetg1puy4lb/LnGnR5imICQeEt/3WG+WzGZTpO8xW8yQytDqCqtb6qLk+uIl569fUraasOMRJwOkqGloSXoRfjTAU4p8syTXGfiawaiDbSOkjPG8AC0qrHUJqnVTkecbsqJ2FWo7imjaHKSlLAo2+QIvdIyJuq0QykUFK+9NOiaARBgXB2K2LaS2NbDt4I1BiMYd098siMSWnmTdLFRKz40r2DpMpdx2pgJlxJbQxJYwjyMrWXeqAFfOrXQzXaTTeAsHeMLVfOuO6caCMS5VQIYYG2GtodGGWTPH8xXJccRnH7yNsorFdMF//fRH/wLl8J+9xL/M8HTbgf6vt1v4/x0w/TNLpJG19j8QQnwG+L/g5p7HwO8Cb/3zlkh7+x37N/7aZzGNs1dlZcZg5Dqglxcv2DkccP/+iN3jIX4nYDKZ8vzJGZHo01V9Ztdrzi+umC7n1MaQdFOGwz7K97CqBZODbFCRT+BrF9EgPWchEw424MkUTyR4MqRoWq6n12yKJXEQMOz12GQrojRkZ9RjcnWO30raQlBsJNOrBk902e8f8vrFOUcHRxyfHoCEptEY4+yqcRwwvrlhPluS5xVKBcRJSK/foW1ahDVs1msG/ZQkTqirltV6gxWKbn9IEEaY1jjpigHahjzLqBpL2t/h/tvvMhrt4vkBYRhR1C1ii1lrmposKynLliTtgFCEUUSceoxvrtxCoanJ1ms++vhj3v/sZ3n18gWvnj6m1ZYvfe2bCC9g0O3QiWN2dw7YZGvKMkdIy8O37qMkLGYTirXLo0/SAdPZhB/98PucvXrF/sEJ7777BSw+8+WST558wsXkgrfeeodvffNX3ddJhUxnc/Z2d0jikPPz13hYlqsFtx/cpTEN2WpJ7AkuX7/k9p27aOEBPq1umM2mWw99Q5Zv8IOAMAxJ0xSBZDads39wyDe/+S12d3aIwmDrZHHharopaNpmC5CxNHXttLWbDW3d4AvJYj5mky1d9tHogDBMCXyPIluzmM6oqwIQDPd2SXo9rHIFIw4D0jTBWE1Z5iwXJVL5gGazWbr4kzzn5uKMtm0w0mO6WjOdz5FSONpWmXMzP8eYEm1KyiJ3wHbrMewf4/sd51Cy1T9TPJfLOav1AiGgtS1lVeD7oDxnPKnrGiNarHAIOaRBeiA941xP0oNtproQgjCMHe3dlBg8EE7r6b6O0ukuhUUJga8ElsZJ4IXcvo/YHvN/Ln635ucKzzd1ycUSe25+KRz/1+V8CEdiQ+AZsMY6ALXbTTmB/RZGba2zcAohXMcs+LT4SmOR2hJIj7/zf/jT71trv/ovXBD5H6YD/Y+BvyOE+PeAV8Df2n7iPxVC/B3gZ0AL/M//ecUTnM1qVZXodUvbtijfMhtPef3ykrqpuXhyzqPvQjgI2b+7T9yJKWvDpJoRq4I0SbjzxVs8iI6wvqCx2kUUtBorDKaSZFnBOq9YzUuslijl4/kQBArf87DKom2F9QSh8uilHZq6pchKRLshiCWL5ZIwEPT6fbJxQdPWSKU5OO5QF4q6XfKZ9+/SlDWr5SWTxRytBbu7h3Q6KVJJ9g93KEvn6+52fZSCtqnZGe2QRBF1WREGgrquqcqSg/1dLIJWWJAtnU6EaAxSKPL1hm7sEfgWTMnrJz/jZ5sNXhARpymt8Lh9+w6rJCGKIrQWdLsjmrbGDyKsbTFWogKPwAt5/WpCs/27XFxc43kBD+7f509/8F1evX7Kr/76b/CTH3yP+7eP2R8purGm17EkSYRnKi7OrplMpkilSDs9Rkf7eIXm1sPPIuKBi7rVGl23BHHkUlcNWOvz8tVrrq6u2N094P33PkNd5igbsjcYIWSAF6Zo7WGsYDzNuHd6TJzs8uTZFae372Fo6fVTojSgrS26MeTrNcr3ePX6NbPZAiVj7t69x8HBEVmm6XQMUml836OuW5S0+F4A2iC2s3Kz5Yn2Bh7z2ZzZeMarx09RnqDT65OvWsKky97JLlIpvCikaRs6/RFFbYlsgDBOj4sMaI3E932atmC4M6LdAlPS1J1rZRBzHIRkWUatId0LuKs81os5i+mEtoSdzg7Sa6nqAjnwaXWJMYZ8U9JoR3xPej2qtqbVDVZCnMQEgSTLM6QfM/D6Dqa8vf+WqxV1nWFNg0WgvBBTW+q6cvxdWqRUeL5CSoPRDUg3H7WSLWcTpGy3LFEAi8aihcB8Cj82CKFd9IZli9XbbuedaPPnsGRAbW2FLrLYYpUEqRBqGwgnBFK54/ybpFpjLGizTVbVW+Nn48YQKFz+vIf0Fb6n8JXT7/4i179UB/rndQ12Evv1b97Ca8BTAj/1WGxWoD2wkvV6RYsh7SccnhwwGDmdZ9L36Q4UKjQYAVbWSOmjG8lmWXFzNWU2XbBeFejWUYrapsFohTEKhCEKA9K0Q5rG9Hop3W5K6EcYa5nMpmyyDUJYgljTtit0nXHn5JS2Uly/ukHnhk5nRH+wT5tJFhcbZCvxA0sjNS0CPEVtDJtiQyQEg7DP8d4h3W5KEAScX16jrSRUEaH0yZo1cRLj+4F7wkqFBJ6/eInVEAYRSSclkIot5JEoSemkfYqqRGNpjUHYiDRxMz5r4PJ6jBenvP/+ZxFK0baG3mDAYrEgyzcEgWKzWlEsMqI0xMiGZ88fESWCKJJ85SufpSkL9kf7yNan0YJNbvjk0Tn3H75PvlrzwQ9/xJe+8S1uVmveffse/9V/8Z+TrZfcfXCX5y/PePDgPsvlgk6nRxx1CaKY0WjEzc0VfuAhRcDe7gFSWLrdDp7vEXU6PHvxHD9yTiclFKbVKKERtiUIFN1+jDUlUmhMa0njLucXY4pCYVXA66sz9vojet0+cZxweHLK/t4uSRSRpqmb+5kWpbxtTo8AnISoyEvm8zmPP3rM2cuXzC5fc3p6TLc/4PT2HRbLDVL6DAYxdZ0zm86x1qM/HLB7dIgfpYRxgu8bAt+jbVqUUujW0LQtAE3ToLcKgk2WkXa6BGHCep1xeXHBzfiCti3wPEFRbqjriul4ws3VDevNCuUb/EhQ1SVhlNBJe+zu7FBWbvvctDVVW1NX5TZPyJkD2tZ9zmmaoqSgqgrquiIvc7IioyozlOe89CqApnUwFaUkTVuhdQM4x48beDpuAdK4ubKwCKlpneoSJYXjcEpA8WlnK4VytCTpNKKeJwk8D9U691YUBgSB6/e0bTDC0FqwSIwCI5yzShiLbaFF0BrnfqI1aFF9+nHkpzNU93FcWJ/l7/1vf/9/1A70/4+XQ/z3+wNGO30Ge31Ge7uUheHs7Jyb8TVBp8twp4cXWaJE0dtJ6e4EyCAH2WKswDQh88mGTz464/WLMdmmAQJ8LyAKQ3zPJ5AeYRATBgnVFvY63VRMjEO+DQZ9dvdG9Ac9ojBgvW5ZZxtYa+JIUBUt19czTo6O6Q1T+qcjmlrw6uw5V+dr/DYhItlGq1YYacGXiMBHeoqmsVxcXdNsWnYGA4zQeFHEfLkEkxH5EVW5dNIWAd1uF195LKZzsiwHBG3YMFuPCZVP4IUEcYIfBYyvzzFIEAqlfKI0BjRSeBRVye6oz3Q+5+knHxCEEXHSYbnJ6A979IYJUmr8OCJINwwGECcB9955wNBPqYuG68sJq6Xl2QcLDk9PiTsdfvrRU3b3b2OlR5RGjPaGzBYTjk9v8dOffuC239sN7eHBAZvNmouLcz7/uT16vT57+3uMxzc8efKI4XDAu+++TVnOGY523ZzMStazDTu9AdeTc6JE0dKw2cxIQsHOMEGKFt06bN9mlRP6PZbzOUEwQqoI5ccEYQhti7CCy8tr8rKhzEvu3D7F87xtQWjwlEV5Et9XgKIsSp4/e8nv/b/+MS+ePwdjSSNFskxpkZjXr7k4vwIkO7s9R1DShul4xu27d6hMw627bzuto5Qo5WRTUggq7ZI7Pc+j23UxIV5TE0YRygvIy4qyyPGU5PjoEGNrGl0xXwWUkylJd8j7+8eYtma1nqB8S17mLNcbdNtydvaCMJZYGmbzKU3borU7vhur3eZFsJUECsIwIgxCtNX4octW6vZDyqxisy4o1zWgSdKYJE4oG0VWbKi3tlMVuE67sRpPuE4P7LZDNKAEWuAUE1tWhetIt170LQRaStBa0tY1CoUSmqKqCAOfyPedN98TSCExRmLbFrPtgiUSpJuvuiW7K+SWLUh5ix9UzrKE2kZ8/IJGpF+OAiotdDsJNTUXswvGxTXh9Bw/SLCeYO/eLl6cEsaKtCcZ7EYkPQ+rCjzfxRU0leXixZSPPnzGet7Qi3cY9SKH8TJvsqANvmjRbU1ZrrGmZmfUwRpJnteURctisqEua/JNhh8pdNtQFrmbz1YeYdhhvazhUHB064SrqxnTyYq8rYmGKRSKqmjRDeiqQHlAK5GmASXRNdhaE1c5rA2nx3v4niIQPSaTNeOrS+LU5Se5LO6cRiq8KEC2LgQr7PoMOjFNXmG1oChzqrpCCEtb1RgtEULTaEtdlwRBRF23NLWmm3S4vr5EKsnh8SFFdkZR+fQGEQcH+8SRjxlG0EpsLclWij95/IJGgzaSIBrgxztEvVvUTclknjNfveDd999nMatY5CuWZcb+yRFl5TSEh4eHdDpdlB9wfXPJZDLh+vqaTjokTWIu6oqL16/ZrBZ8+Utf5OWr18xmK3ZG+4Dg9t1dFqsxt+5EqLDFDxSBv4eucvLlHGFasg3MJhmbtaHTUSgvpadcx3R9MwEB46sbojDi6ORke/NZ57vWzmAhcJBiP3Dot6axnL264nf/4T/m9fkZmyx3R9jW4+zqCn86Q+BIRkkS09ddqkYzmdxgas1sNsGPIw5PWshrOmkPo91IoKocVd73fcLQQYPfJFQ2WtOUJU3jBPSeJ6jqnLxoMI3B80OixM1SvUDRWsjzjN4wJQhCwqBlvVywXC1o5xvCWOKC6ArKssDzJMqTaLH1iG+rR2tzmrrA8xVlqWnzFk+AL0OGwx7CWIpiTZatmc+nhHFIlKZEng9CoE1LVmbo2mBaJ1mSEqRyx3Yk6E/jhl0XqpSTNUlpsNJlM0kFrXQabdexOilUXVcUssb3JUZarJRIGYB0x3+htvNVKbDSurGJ3cb/bHW9b0YE6k3DDFu4819gmIgUktCPUZ2Q4X4XTcW6yJCRIogDvEiRRB5Jx6c3ColTifBrvACwknJjefzTMx7/ZEJbeQTE0PiUdYNRFoED8irPEAWCOPEYDbq0jWY6myOVJO1HSD9gs65ZzDOqsiHtRUjPgrY0RU2dl3R7IW+/c4eyMFzd3LBcV+SFpdUeqADhWfBcPII2YJs3GrcWjaaqGjwD87ZlXVrabEUaJCwuN4wGh7x1cofVesV8PnHCZtFSli153rgjjLKsmzmejfFCD2l98CWvzi9I4xSrYX93n9untyh0S6tdlnYYRLRtQ2sqBvuHGFHQ6DGjrse9+3tIqZiMx8wuNLZRlIXFtiG7Oyfge8xWNxwc7KCkx4OHb5GXFdoaHj58wHKRkWUVyk8Y7u6Tb3J+8qMfs3844uTkmCqv8FSA1gVHR0fUdUVV1+zu7fLk8WO6nZT33nuHuir5znf+iLfffch8MaYz7LJYTZDDmv1DjfBLGrthOVtQLzQdrwdGMb5YosWAILxDs1wh/R0uri6ZLwtu37rL7l6X8c2EOPHQbc1iMeF6PGE42KEuP88777xNr9/5M9HGGm0M5+fX/Jf/+d/lpz/+iRtp0Dp/t9RoILDCgTKqmtVmznjiANNtW7FZLnj+8hn7l1dkJXzui18l7US4HYglCAK0sVvwcfspNahpG5q6BuHGM612v7ZeL3l19ozJdExWOJShNQ3jYsPF+SvOL1/RH3Z5++13iaKQ0fAW1h6xWs/YZAvKco0Qlk4ab7/+Jdq2Wwyc02giLXgWTQsehJ6EWqNNzTy/waKJk4jRaBfdGLLVhuV0jjEWP3Annk4SItII07L1qrdYWmxraaqKutKA2mpvJZ7nOlQlBUaCUC7jSEiwStEqaJVwBU8KWqBUFqss0nOnOm+bjSa3MR7Kc92nUuJTIIsw4ucGBsSnESFOWyqQ8i9wAW3qltlkyeo6Z5B12T8ZEA9iwjhGBpIg8einIb1+TJxKVGAQSoHQ1Lnk0Yev+PB759B08L2QKIrxlEeUBsTdkDBMMLohL5bkxRJjW+rW+X1PO8fMZjfMZnO0DvB8n6qyrBYbyrIkSiSelLQIvDDgrYdv0bQ5k+sNedGS1xqtJVYLfKVode2CsyT4vke+qdA1EFgaUROmHu+99zZ7+33irsRPfbpJl67XZTMv2awriusND+/dp9dLaNqSdZaRFRVxGBLFPtKDyJc8+uApi6sK2g7GKDZZjtWGXjfh6uY1rRHkVY7FOgvkfo9ur2V3z/niF8uGamE5e3LOZLyi2EhWK9g/fogFxtNr1q0m7aXISc70quTW6X0uXr4iayviOOTFs+fcv/eQVy9fM9ob0e/v8tGHf8jDB/eZXF8z7A2RVjEY7HB5fYkQIe++8x4fffQI3bSMej0MDd2uz3U5wWBQ8ZIvf/aIzqDhJEjIxTllU6DrEqMblBfjyRhPjVhlDWXZ0N05Zm//mPHsI86vJwwGQ5azCU+fPeb2rTsMBl3quqRuS2aLMX6gGE+u+dGPf0i318HzT4miaCurEWxWG/7+/+O/o5v2GY5G1G0JWAyaqmmdJtIKJI6+JITAWEFRt3iBhx8l1HXN2esLquZHhHGXJPkc/W4CvsRY47iXwuUQlWWJ2C5UlPRotcEaTVXmXF6eM51dkRdrlLKgC9bLAiWdvTHLplhTsVq1vHr9AiskVbFBeS6YbzAcMtodUZUrrq9viBM3X83qfDvDNGBbjHZ6IOkJPOm7JU7oYaWktu7hUZqSIjdOv9vvMNrZwVpLUWbkxZqyrEAKpArw44DI9xzoQ0Nba/J1SZlVZMslVW1c978tdn4U43k+nhLb1xQyCFyXKsFXrssUvnKNjWqcPXuLq3NHew/pC2Sk8EK3bJKeRLaaBrep123jMHaedO8pt+Gwv8D1S1FAXUYz7OyP2L+7g98FFSpULAgiSdr16PdCOqlPELmhtLPraT744XM++tE53WCXqB/jBz5e4BPGEUkSEPo+vhfRNDVGZ5hWUjeWuqgp8ookidjdGxEmEa9f3tBsMqT0sELQlC2YljgR7O72efDWQ5arJZPZijpvqKsWa91RQyjlkgCVhwgkTdkglSGIfVZlhZCW3k7M/q0u/ZOQiozlMmfxYk6RV7z14CFf+vwXOI0PqasjsBrd1hidcLdzjBf6YCytqLB+S+gHPPjqHX74Tz7mO7/7ER1/lzRI8ZXPfDahyGcEvS5BIrh9b5/j032C2MMLLOt5xsc/PuPRz16jrE8n7eF5EWEQECjYLMcIoahWK17N5tsnucTisVwtGc/m7B0eURYVcZRQliW9YYwSmudPHyFtS1Osef7sKfFnPk+vv4vv+cR+QiAC9nYO4H3BT376Pe7f3SXqeZy+m/D2N9/h6O4eWuU0dsak2dDkbi4ZyR5+s4+nO2SLhtD0aJoeSRrg36q4Gk/olDVxnGCNpCk00ir6XQde7vV7SF8RRCGdIMJaGA6dG+3F2TOSTsTe3j6h79E2lu9+50eMr2b0On3KptwCKKRzEVknT6vKlVswKg9hPZTfUlsXjhYoRYukblpW6yWvX7/kc5/7DAbIioIwVEghaXRL02haXEKnLzzqukYpiTUNdZkT+IogUIxnS7JihZIG6TVUdU5VF0Sxx0j0Sfo9kn4H6Xs0pcPmbao141dTdFPQTUMOD4/pdHrUdUuWZ2TZEiFqrKlo6xJjtYOq1A2IwMmZIggDBSJ2eCDjYjW0bShsixAeYTekvxOBdfyA2rgE07rJHNBc+ARpSNJNwEDbWJpWbJUuOcvFik1WoOuNows1xi0Lhb894gu3QFQKP/BJ0hg/dMzSMA5RniQIJVa1WE/gRz4m9JC+c0WFoUfg+7Ro6rrBtoZ2C2/W2qC8v8AdqFCS3mmP0e0+stOiIveNHsUecUfR63t0U0ESWzwf2tZS1ZYnn1zw4Q+vCMWAOFGESYsfCoQyhElAkvjEnu8G21XNyeEhle6yWi9Zb1ZUde0WD1mFH4U8fOc2N6+vuX6xwDQSKXzqvGVvd4f7b93h+vqKxTwjL2psa7ZRuG7r6PueK6DSw4oWZaFoKlTo0+tFBD3J8CCh2/do2gzf8xn1B+zvHlHVmrNXr5nM/jG/+ZvfYpAGGO3y5D3lnsi2aZy1LrK0gaa1GSrx+Pa//gX27wz5v/9nv8/iMsKYkpNbI3YPD/jyb77Nyekh6+WctiyZjZe8fHpNvjaIpsPtw88SRmypQmCMoOP55EXB+HpCUVbkeYHFQ/khg+E+T589QVunJVRSsbu3z8uXT/l8/3N870/+gLoskMJQ5gVB2GGTlewdBiw3c4pyzeHJLXJ9RbpfcX8/4fYDQdr3sb5gUy2ZmA8c/NqmRHZAqAOoI0Sb8vRn16R+xO7uHYxQCAKCMED5Faa5AW1JoxjTavZ3RlyeNywXC8ASJzGegvPxNb4XbIPaFKe3buP7HpssYzjUBL6lKBu+970fIFC8ePkSz1MYDG27nd0J+an9TwiLFYqyqol9DyWVi2ERmjgJycuS2XzK6/Mznj17zmc++w5pGiGE3gKD3X/GOLCG1g6gXDcleb6haQo22RxLw/7+DpvC5+WLp+6htrVn1nVDVdcEpmBT1JTLiiTs4ochKIH0wfNcFtBkPub8+jVJnDLqDxkeH9HUJflmTRNUaGrqtqCu66243aKLlqZoCUOfyA8IkgCNpbaG1moXOoihaFyhU35EKPi0o9da07Sapm6odInVFi/wSbsRUoYI0+GgHlFXNXlWspiu2Swzik1FXRTOK68FAgWmRVAzlTlWbAX7qt3eg8p9XaQmSkLSbkIYO5110lH0uhGhtJh6Q2krTCAwraJV/yPg7P48LxlI9u71EWmDiA1BrEgTSZoGJImk1/OJQ4sfOJuc1obryzUff3BFJzqkG3YI/Ao8jVAG4bXUekNeAzZAKUXc8fGDwDkpPN8h51bOD77JS8zaEoWS0SiiG+xy/mrOfFpy994t3n33HpeTSzZZQVk0tJUlDGOauqXKKwJfQGPpDiIaq2nqmuEo5a39O+RtTmEKZtmEm+mKouoSBSW6blyEgRB0+kMePniLIBJcXJ3Tv3+IFAahLEW+YPx6xt2je0SdiLpukErTyppGlCypuPeVXf4N/1v85A+f8P47X+Xe3VNGww5BT1FmKz768TOefXxBvmwY9Q+pKwvkdFJLIPr4QUiapLRas1wuUT4MRl3CIsCYlqxokNZtPzebNdLzYOWEyZPJDW89fIvFfMrN1SX9QYfFaoIKDaPTEdPNGXfiEf3dkK/eP2H/OEV7CuMJGmGo2xnLukU2Cl/5xHYXWXfYzCQ7w7d5+skFfrLPaDCkozyWsxW7o4jz8xv6/S6FX3B4uEuvO2A+W7iOom1YLWd0kpg0jSjrmjxbE4UeB/s7ZFlOrzuiahqyYs351WvSrgulC/yA89eX3NxMEVZSlGuEB4EfgdRUTUNba4wxpHFEHAYO8NIaqrpB+R5JnNA2BXXVMJ8tODw65eryhp/97GPefvsBpDHgkHJ57pZFBqdjVGha3WzJWxlnr59zdv6cTi+hqDKEgjt3HzCeXFMUazZ5ydXNDIEmGSmX9x4I2rbEGoulpdUVRd1s3TyWIPCpbcbZ5RTTWvrdAQd7hwhPklVLgjagaSqaWmO1cTxdK2kbTdGUTjkQuuVXGkYopajrmrppty4k+elWu9Ua5SnSTozneUgBumnICyfyb+vWLeJ8jzQO6A4TDk720K2lzCrW85z5dMlqtqHMGkxtt5old663RkIraIXAVM6OJISlWuQsRA4SB6kOBGHkESc+3V5C1ItQsYdQrdOU/mJW+F+OAhqEHn7aohKLl/jEqcP/d2KfNAnoJSF+4ETPVdmwXpc8+fiKbnzCYGePbpQiTE2tWvAKWruhqCoaXVMoTeD5+EogpQVCfN/DVyGL6QJlFanv0WhNu8mpPU3a87n/7gFNHXN6covzi3OWq5KycDncUnh40gPfA9NS55qwk3Dr3glhP2Vyc0U1W9LtK7xaYoqWh4e3sUpycXHJZHpDL/bpxBFSBtSbDY8/esTh8R637+1SFTWHBzvUZY6kZn805NWjl9y5e8rouMt0dUM4lNS+oKIm02tufXaXu+8dQhHRLA03kzXP/slrfvL9xyynNd2kT6trlsvnJHGfXq9PKyyrTUav5457FksQBhRVhQh8unFMC3ibiqp2EbnGtJR5iefFHB4esdnkXF+9Ju75NHJGLTPi3Yx3v3af4/s7xJ1DOn2DtnNKXTJpLzGtBSMJ/IjYP0aJkGZhefXJBVcvr+h1jukPbhE2KftHn8Pi0heHO7u8OjunbWp2BymbbE4y6qPrnH5/wGI+49XZGXfu3KbIlrx4/oTbd+/Q73WczEY6PWG22bBYTBFK0VQ5y9UahE8Ud/COD3nx4pzN2gW7BZEbkHl+iPQFqtFoDW3b4Hkenh8gbEusJHmWUxcVRVHhCeeOKYqWe/feZrXasFquuLi4QiqLH0iqssJoS900gETa7bJRNxRFgdaa4+N9gliTlxkDP6WoKrSW3Lp1n1ZXTvdcKiw13b5E+yW2bWlE5oTvnufkU8anNq1TF9iKtrHIQKMCj3W1Zv2qQCmf3YMBcdrBbgxCKIznITBgGkxTQ+Ny4LURWC0xtUFK8MOAOE2RvqMylVt9qxf4zjiAg5oLietkuyEWz9lna02RFZRZjm4LwjAkSEPCbkRvP+FE72JrQ51XrKcbri9mLBY5ZVWijcRpmCx6yzNwBHy5jesQWOHRSkO70WRZw3ScIaUlCD2SfkzUCfCjX6wU/lIUUBR4XY8wscSpIu0FhJFPHAZ0k5Qk9JCqprGSorJcvJ4ibMqgPySQHq0u8ZTFD2PidAdjS4JqTKM3tLZyMgoJCInEdzdsrWgKj7qU1HWO2opwKwQtht3dlOPjXc5fnlFsWsoamlogtMQTFtE2JLFPdKfLzcWKwW6P2/dv46WSg6MuXmHY66X80Z/8ETdnU/TrGZ1hn89++TMEQct8doVuarQOMCYiino0TcPN5YxeekieNfTTFGFbOrd6eKLLJx9e8ivpASfdA2bZisCXSL+hNpLcGKLA0hQznn10zdkPc3724+ckaQfpKSpdABJdB2x0TVnOCBY+ygvZLAsUFi9SRJ2EKE25dXRMUVSEUcp8NiHbZISJxQtbal0wm83xkpp0EBF2FHffPubLB19lZ7+DH1tQLa2twWgqXWIajScMSRATygHFyqKXPn/yBx8RqJSd4THFZo9B7xBtBGHUo24cZPjiyiWA7ox2+MLnvoCnJP1ul7rNmM6mIN2NOtodUVQZq9WS0ahP2TbkVUmUJmhtaJua1WKBEpAmgZMwNYbVas2jRc5msSb+y3+Jm+sr6rrESvAiH98P3UJTRTStJglcYGCWr50jxyiiOKaTdJlNJ+SbNSUt2rR4viHbLEmihMX0xhU9JTBGUzYlZVliNASe06nmRUZWrFhsprw4e8qL54/xfUvRrBntDhiNdul1d6jKgsePn6JbjVIe88UV/YMeRmpk6hEUDU1dolGOFbvVSDZN6zSpwlHctbZY0YK1GFtzPS5Iky7dbpdstaDcZISRjx97yEAisW5+2BqqukVoQ+hJlGiomxolwdvet8rzHVbEgmorMFs6kxCfJkWIUNHpRezudrBbLmdTNmzWG+rK5cwjLTISxKFHd7jH6cN96rpkOl0yvlmxvCnYrAoXuWw9x9sVDhpjlQXPIN4kdZotNMZaiqKhKBvExKLUL7ZF+qUooFIKkl5I2pUkHYnyBUEgSGKPMBR4ngUpaUvDZlUzvlqSBCmRp/CkcGg6aajaGmEDfBnSi0cYEVPUa5q2pGlzTNvi+4Kyscwma1b5jCzPydclUrv4VOlL50jq9bg4v3Rb8dxZzwQVVrQ0RuCZiLpqCTset+7ucv/uAf2BTytbAl/R73WZXl8zX6+IOz3AYz3f8E//8ff5jd/6Ku997nNsiqXLtNY+62VOXWqmizHha8FO3+XoBEmC0Zrd4x0uni754fc/5hvfeh9Pa1rRkIx8pNQUpqVoS+KuTxM0NIHgC196jydPHrtsmTrC91KkcJnxcZRQlQ2hX2HynDQOKVc1wTqmOxhR5TVxHFEUGUEAugNeknN4X5EOdjl9sM/h6R5pP8KPFUY1NG2NNWtqY/FNSGx2aQtDvmqgVazmFfm6pt8J+IN/8qd882u/wnrc4gcND+4cMej5lGVJEAR0ej3YRjt4ns/15TVpGNPrdtC6JUmST0Xovh8wnU8Z9vskSUJVOsnK6a1bLklSG9q2YdAfEPo+19dXlGVNtlkyW2wIgpTQCyjLnPliRlUVZNmKSIR4WHyvi24dp6Hb6RP5EbptQKSApSgyjG3QrXMsi20uudYNnifJsuV27uref7ke4CvBcrlw+D1jyLMlumlYZytmizHPXnxC3A04ubXPeHJJW2eMZysuxs/wo5SD3WOOT/d4/skrlJI8ePCARs4pm4JKl3gYhI/D8SlgS3QPlYs6ttZ1jsK1vf9MEmbeFKxuNnQ6MXu9PabTKcv1ijD26XQTgtBJCyPcQk1SA1DkBabVxAa8xuKHLhk2DmOCbh+DpjXNdlFlEJ5AeJLGNJit484PAuJOymB/x+XXty1V4UAu+SajrWv3eXQ9bg0OOb5ziK4Ns+mK2XTD+GZBtszRlcEYEFYirXAQEyuxxv0bWevoUUpKhBXY9herXb8cBVRB2pekHZ8oFkgFUeARJx6+tHjK0BhDW1vGV0tE6xH7PlFgQFYoz3MpfLamrVb0uruEwR6trggIqMSKpimc80CV9HZi+t0BShU8+tjBJ0IZIqSiM0i5feeQ+XxJllVUZUMUhEhPo7opeVFxfbNElx6+8ijrjNv39rnzsEeUGHeMEAECzSxfEA+61Loi9BI6aZdNvuGPfu97fPuvfoWdWz0wmlAFHJ4MyDcFs0nA+GLOeLGgu3OEbluCQCJ0y637R3z43U/4+OMr3nnvDlW7oc1KRAwoQ2YaKqH53K+9x8tX3+WP/9Ejvvz+O0ireXV+Rd3k9JIBfqi2x3FDXbVUtmRdbAjiiHVTcD5/zcHhLgeHOxze2sPrK0ZHt0kGHl5iUQGfxtAK27gcIesjRES2bphcrTh/eUa5uWY1y5E25PT4HrNFg7EevfePiTq3ma7gzt13+eEPf4KxirJyJHXf85iMJ5zcukVVVxzs7ZMEIXVVg3UFy/cVo9GIxWrJ1dUVD95+wHw6pd/vU/hOI3lyfMzZ2RlxGNFNOxRZxmq1oCxymqaimyZEUYyQAcYqmmrDo08+RirDfD6mL0f0/Igyr9GtYDBMCHwPY+pPnWJRFKOUZLWeOSH8n0mDhK12UddUVYZQgqSTYDDMFkvKqnKA5jon28wZ31xS2wbflwx2Y6AB4XN66w613mOxuiav12R6xc38FU+uHxGJDg8f3kcGGhH0OZu+pK3XCFE7cMd20yxwBCPdurhiITxaXSG2oGglBdq6RkVYF76YN2vMWrOzP6Jb91gtN6wWBaiGMAxJ0oQ4jj/NZY+D7UOv0TRVQdu4v0MTlBgP4iQiDH06SYof+FQ0tNKireN++tJBV7RpabEoX5EkAd1hzJ4dotuWJmspsow831DVDcaC1ws4Ghxw8vA2ZdmwmC5YTOesZxtWkzV12WCxIBTG6k+D5JSQSBRiW2B/keuXpIBawrTFCz2CKEJJQRJGhJ6PYuvb1S1ZVvP00Rkm8zCRZaNawlCRxgmBHxMpRVaWFKsV8SChF+0SyYhShVRyiaXF8wICoVCJR++9t9gfHvD4oyvqXBOnMSf397meXLCc51T5dvBua0IUnV7Iyb1d0t2UZx+OobHYuiJJPEYHEdpY2gYcbcZipKHXH7AcX+EZydH+Ic1Oy3Qz5cMfPOJrvc/RG0WOguMJejsJ3X7K/u6ITbkg0wN8JalNSxL59HZCuoOUq8mcd4O3SX3JdL2irSv8rkcUJNQmp2DBX/nbX2VyU/CP/uA7vH18l8+8/w5VU3H2Yszu3ojVasZiOadqaqJ+TDJMSEch+we77JwMODzco9tLCEMfGzobwBsggzQRHTVEaQ+dG8avJ3znn36Pm6s545s1VgckSZ+d/SMG/X1m0yXrriHq9GmM4XJ8xe7eEKkMyos5ODxiuV4BiiQOWK2Wn7pzsiynmyQcHhwym06Zjscux37qUlONtXz86GP21/vEcUyRbwiCgKpsnC63aVgtFrRpisKg25o0idBaYQWsNxvG4wmtlkRxh6srxYO7d5CeZblc4vkx6BI/CGjakrxYYbTBVwFSOt+8VMI5inwP3TZEUUS9dtntvq+oqpy20S6LqC65mdyghGW93lCUGevVNWevHzGdXuJ3Inq9DmWxcRKmKCbudAnCkJ39fbLXS7zWYNsKXRdUFqbzCw5OdimKmtOj+7weX5BnY1ccMRirsUJj0Xi+774/kQgR0upmu/BxjYoVevtrW7O6rlhtpoReh1F/xGqzBM89yPL1hrosCELPwUqiAOV5OId6gic8snWOp9xrVVHSViVNURBFIXEnJkhCpO8hEWjrTAPagCclEtC6wZqWwPOIQ59ukiL2+9uO31KWDet1wXK5QbcVXiw5vbfH/YdH0FqqrGIxX3IzW3FzNWE521AWDdIIJMqt1azE/4u8RBISwlgQRT6e5+NLRejH+CpAYbfka8vrs3POXpyz2zki8kKgQZc1um5JA4MnfXRRsW4rfBNBz6fX7WPrEm1ypCcxDfh+SFM1rFcbTG25c+cUiY8X+lxMXrOYZlSFpm0Nwmgao/FMwGa1pPVrHrx7l+W05OblkjT2efjOA4Qn8K1PsSnwA0VZNzS1IY0Sjvf3uXk5ZWHmjI72ON27xfVG8fTDF7z3pfvEXYWxLUpFBEFMJw6QS1ht1uzvDvl/U/cfMddu6Xkmdq30xh2/9MeTY52KrGIxiBRlSiCBhrtbHri77YkNuO2eGPC029MGGvDIc/fAgCeS1TYst7ptmBJlUU0wVBWLoerkfM6fv7TjG1fyYO3/LwoKLJYhoPROvv98Z39p7/0+a63nue/rHtuGMjfUi4Jbzx9z/bjj4eoRN28dpemx3+JsQEGC9QoLRct/8L/6LpvVmicf7Xn8T/+Io5MSYxS989x8vuaF8nlmdxYc3z2mXpTkuUJriVcp/kTIEZVJSjkhEyVh1GzOOx48vODB/Y/48qN77M73uDaw7hxBZihTUVZzJoszRpsAu5N55GpzjdhtuHnjBsNui/CRsqp5dP44OayiZzabEQlcXFxw684d7OG4FolJ3uN9Io+TYh7aroEYmZQ154+fcPPmDep6Qts0OO+pqpyyqthvd8ymM/ouDSiGPhCDJAjPdD4lLyvW6z2bzY7Nds+dm2c899xd3nn3I55/7iXGcWS3XxGlo+025KYEJMEHqmpyEN+nKJBxbFOfU4tnDqP9fgeiZ7pc4oNls0095+AjzvbEaDk7W1JNAo3vCKGjqBVSG9bNI3b+MZPJgi5mnN6Ys38S+fTePdqdJYQ9sxslqyYyn865vlozmxxxNCu5vDjH2iFlD6kEz0GEA21fQjAp//2AUE4x2o4Ykj89CpA6gTa868ELlss5g22xdkSIgEzKItbXW6KIlFXSeuoiAxHJZgVSCHQUFKJg7LuUZz8KxM6jvTsoF0qKukTqZCZw1qWIEBItyUiNCGCjTdHlWlJUOdOF4cYtGEab2jJNS7cbGJqeIBzZVPLC6U2eV89hR0+773jy+JLzB5dcn2/Ybjq8FT9rptzPRwFNVs4qhcBJSWFyClOig0QpwRgsgwtcPr6kNgY79my3gemsolzMIAQuri5we0Gd54gQWXuBiA5cnaDF+4F9d5FcPHnF0AXcKMjyEq0hyxWrzZbN1YD2UxwtTjhAEaygcwGZadrtQNc2vPq157i4XHHzpRucvXCGzDJcK7BOUE8Mm80eN+ZIpZgvajaPVzz48iEXj/fURyX1aca+bXny2TUvvXWTqCOjHchVic5KFjOV0iSdw2QaGzpkrjm7uyAOCi8drRkpqhLTeKLdo6VNAAUlGcNIfSz5T/43f4s//n+9z9lswenJlNkip5wKhPHozOBNgck0CkGmSwpdY6RBecP6yZ53P/iCx/evWF3v2G5a2v2YMrylQUlDjIrRpoJGCLixp/EpNO/s7Ix2v6Msch49eszx6Rkff/wRs+mMSVki9BEqBowQTPICnGOynDOd1wxDRwipYB6fLJBBsGv39GNPM2h8sAhZU5UFN09Pubi+xEhNpjOWt4+4WOW4MHB8esZ0MsOPFpVn1FXBxfmADBKdZZiqIrjA2FtEiJhswn675bVXX+ejDz/l8cMvWZ4e0/d7jAGEIJ9Jttstzjn6vkAKhbMuLfR+ZLQ9o7cEF9BorEr96a98+2tEHPvNNZv1FV2zxdmOftwy2l1K8JwalFE4lzBxepoTpaMXe/Y7x7YzHJVLZpMl3faS2bIkmxm244buek1WVOz2e4pcc3x6k+12Qz/sEo9TPpX5BCI2aTY5RJnEZJYQQqdaIgReCWQUhGDBjLgQab1FZxlZNsV5S4gjIkKWG7SU+N7S2BbyJuUwFTk6z1BSEgMYU6Bi6kuPPiCdI5OC2PeMdkQYTV6VTKc1KsvoXSCEMeHmokKn0TpEgR0iWnlkVjCbTZkvJaNz2GEkWot3lt16T7sbGO2AkIHFccHpzZcQ33gF2wUuL7fcv/eEBw8ec/7R+q9du34uCqiQkizLMTqRk4zJUOJwjJAC7yNdM7Db7pnUE6p8SXCCoXEoMbBYVByfzfls85DPPrjP8WTBjVOHEC3dOCUvSqJwDOPIuIrs8Eymcwip2T+ZV4QgOX+4IpMTZOHxDPiQMnFCFDgHuU/w1tXlNXdefJGz2wve/OqL5KXAB8vYSmQ0SJnj3YEUYxSqEiyeP+bexQXBK7JB0DxJYJAPV18yO1pw+vwUJ2AUDh0NRVHirKdvA5OqYrAteSnIK83RyYx12DD4Pd1+RHYBP1qq0wmIkSBTfHPvB45eMPzm//R57n/4OE0aC4WNEh01hIza1YhR0+xHPvrsC7745CHrJ3uur7bsdgPeCpQyZFlGWRQ4nwZqIfYo7ZFCJWeHdyipUTKHGJAhMnQDg+khRqb1hM1mw3a7ZTlfcP/BA06Oj9lst2iTpaTQAJPFjJs3b/L48TlKac7ObuBcoCwVXddQljmb1YbpbEZZlDg/wi4chiKStm0xxjCfzdnsVjgXOD27yWa1woUegWQ2nWOHnno6Z35yxm7TcLS4jUCyWq94+OghQkjeePNVPvzoQ+yThhgC220HwG57zdMtyzA0eO+wY88wWrxLkboql8wmE/CertuT1yWvv3KX3eYJjx99wYOHX3C1uuTW7Zt0/R4hPFFE7N5S1QoXHFKDEClQLRW8gLMtH392jXQFz7/4AjFzyd4ZLKMf8ONIVc/ouoG+t2htmE6XjLbBhwSceYrnTShLcQCpQBCpFyg5kN9F6nNrpQ5fk0DJTo4IfIIxY5AuJcFpZVCqwBid7JExMO5axl1DVtXUk5qizDnUbByBGCJD8Iy2IxugLmu0ioxDjxcDamYoK4PKNIik48anQPlgXZquW+hdD0KgjaYsSsx8hhSC5WnAu4jtWrquo21b+r4nOoWpFC+8Ouel157HOct/+Xv/57927fq5KKBSSIzO05tFG3KdI54GPaXIIlaXDSLkzCcTFCUy18goafd7tnHH/Djj67/8PC+/eZf3/vwejy7XeByyucJ7TTdYnHfM61ucnN4krzJcdPg4UNU5H7z3efJsz+aMYUvvPdoHRucSLFYrfLRkUuGtxfmR0xsLbt05RuiIjobVbk/wGUM3cH29TrzBwqC15/jWMfObC3aPBq43W04Xx2TktDvPx3/2gNt3v42QA6PvyTCooKiqOW3bUCyPsdIQZSCrJJOl4eP3P6I8O8NlHVpojuYntG2LLLIE7I4eQc5AS3VWMFnXrL9saS8izWZEOMOj+0+4vtpzdbFjt7NYe9hZZjlSZkg1RRiD8IFhCAe3xgHCoFMw2DhanAuoGJP1NHiqeg4ka6KWku16g3Mpz+YZ93Ic6bouvcmPlkQiQz9ix5G8yDk6WnJ5eQ0kYpH3nu12zdFyTtvsUFIyDHOKMicvC46PT+i6DqUUq9WKGzfP0EJz4+wmzjlu3r7DMOyxQ49AcHp8TD849ps9J8c3yfOaEAVnt+7w4kuv8PDRQ6q6pu32PHrwxbPBUDjYjg8iw9RlDJ5x7BFCUVVTjpYnFJOSzeqattkzeMtvfPc3COy5uHrItj9HVQNTWbDtd9jR0rYdSiuEsPR9jw8jRa4xVY4xOZD6dD5aiCPDOBIk3H7uNn3c4TtNf4iCadsVeTHDWUGIHmc9ZVniXYLqyEPAG0ImAPGBRiTFTxIzhUgefxnjMxsrKGKUh1CjA/E9+YOQQh0C35JuVklFXWXkZoazHc04sl3vkDJSTyqqaUXUBklIWe5Ro10kiEjTNUnf6gOy9fhcYoqcqp5RTOeookQJiT9oTX2MSCGRCEKMWGvpvEVKQ1GWmEJRVzlTP3vmsCJqdvuWdrdh6PZY2/5MtevnooAiRKJ5C32ACWgYA1IpXLC0/cD9Ly+JLmc+OaUwU0Y7gHcs6gVO9Ixxw3rfkdWGb//m69z/6JzP3/mSsI90jWCxvMFLL7/Ji68+z67b0PueoByzZc35xSM26zWZrBmHDUc3SrLJjM8/vyZGizSarFAUuUCpiBSKvh84PTtlvpwhFdhBILwjeOhaz26/QWc1Ubo0ZJCG06MT+t2WaANP1hs0itKUXH225cnnF9z92hE+DozjSKYysixDYOn6mGyE2UCmDPW05vbiFloG1FSy6/ZMwoJ5fcTW7dIuMYBA4IXGCXjhpZdZP/yAP/jBj3jyxZaJPsI2iRrlnEGQg3RJUmJdSl7Eo6QDldBkg4VhHFFKoXRAqaSRjICLKTLWA83YYTcwtymBsu96pFIU0wnT6ZS2bVMmfd8zm80Y+oEYFUVZH3zmSaT+dJLtvUdridaSYeiYzyrm8ylPnjzhznPP4XzS9e33e05PT4kxprz2Mkmd6lqz3+8hknYnWtO3DWenp3gkUmqU1gQXicEkjnpQCKH59V/7m/z+P+t4+PAhwbkUdYw7UNpTYRFSYDJDXU+YTqY0zYonV4+T7lHAV77yGm985RUeXX7Jvl1BYVE6cHZWA4q2GVGrwHazI4wOZ0e6pkHEyHRaw/EMIQLGCNp2ZOhGotMM48DgBqKIKeJFSgQpEXZwDVoXBCcI0dG0HWWeo3V2IE49RcqlHnMkATyE9wkiIg8kIxXTe0EqRDQQcpRQSDWCcIAgSpucc1ocVCgQpaezLc4JMqWoq0nKN8IBgaFrGYIjK3LKukAZ9Wz3LoTARQse4hgJdmS0A/bAcFWZIa8rykmNyXOMTFIlYsI5iigQyhCixg6W0fYomRJy6zKBdKIQFPOCYCeEsccO3c9Uun4uCqgAlACjFLnIEV5CtCAc1nvaveXy4Q4GiZcjIfTMqimTyZQYPYPbEY1m9AO7dsW6eYKZ9rz6nRtcfDnQ32t44c2XWS5P6OKaLq7xwTGb1ATvePLkCm0k3u4RoiQvJlTHt/n84SOcGjBhREiH1Jq8mKQpa9Nz583nEIVEBI1sA3VW0DvLvtkTQ6SaaIrSJHFxSFNHnV0zCIePkb4Z2XZ7dAZv/+ALXnztOchHbBhR2hNCTl1lbNst+dTglMcLhdORsqrot1vKWxliuefh+T2ez15mqisUFm8sOkS8zRFIgs742q99k/nZGQ8+vODP//BjLvcNGYm+74ODOCY0mBe4YFNxMAaHQil1mNgKvLNoqSjKjG7oGZ07ZNZIiB6DIGrFYBu2G0+IMRGytKKoytQrtTY19e3Afr2hKEvmp0dkW4NRhkJnBGe5ur5iuTwGIicnt9ju1iyXc/I8p+lGJObALZBsdxuqouTO3TtstxuqqmDXbNFaUxUltvMUZYG1nslkSVnXRODLLx9QFCNVPWE6WxK3W154+TVu3r7LD37wR3z9W9/l1nOXfPDBB1xcXKTn5ilcRCfakHeBZtew2+6AREuvJhVf//pXeO31V9juzhmHa0JMHFCVZwglcbajmgmqec3RkDH2adCR7QW7zY71dsN2s0WJyLScEKPE+hwFzGdT2qYhm+jklooFUqXJtTgkagotEB5CVHSHbHetJKMdkf5pJlG6DwMg9SHkTYrDcd+B1Ah0isGQCmF1kgIZRdAOlZkUFCckSgaCsIQUPARRJiav8CgE5aHgESPCe1w/sOtWyWZZl8hMPWsB+BDwQUFIg6XBe0Z7jYmKZpSwStEjdbVgsTgmL0ryWY7D43zEu0BwIUmUtMS5iLUDMQ6oTJNnhul0hgo1YbQ/U+36uSigkKjYWkmMNkTrk7ZMBMZx5MnjS7ZPrqhEhaPGixxVGQozJS81pjhm9Ft6u2Ixz+ntFk/HZFox+dUpXePYXcNufcH5dUtR5kynNTdv3OKdd95mHD15bkClXY5zkUk14ezWDT5aXVMXBbNZRT3NyYoCbTKs1MwXE6IIRBsRDoRMhWe93ZKVOfW0JMsVIghsF5hMJxwvj7j/8AIlc0QWGVxP31s+fPc+j75YcfaKwQWP9RYtAnlRYrsrCpEzOEunegKC6XRKcA4VA/m0gsHzeH3O3ePb1GXNGNoDpFcQfWKTSiO5+dwRYei5e/vX+eCdB/zBP/8x4z6gydC+BCCIw9HUe6wbUDIlGxITtxEpCQ722zZld+tEb09qGEEcUziZExanNN4HjMnQQlBqxWg9ox25Xl1TliWDDxgELkKRJ+KPFAajM6qyIkbP/QcPOFouQSZsHAfCuJIS5wZUjBzNF7hxxPZpx9H3PTdu3GC9XiOlRB+IWcvlEVfXK9yuY7E85vbtFwCBMRlSZ8znC3a7DaO1HB+fIrEsj0947vkX6fue6+tz+qF/BoZu24YYIsYYiiJnMq05u3XK2c0TQux49PhDFkcT+n6Hyg2js0QkPqSdu/MOqSTSCIyBxbRmaguWQ43rAqvzK/arLZ01aFGCj+RlxvXlJSKXLPyMPCvobUdUASkNApGQe0Ie2rUBhGMcPVmWo2OyoIaYojaSS/5QRFX6mhSV/jRDKC1SMoLUoFVGUAqhBcg0J3hKKNYqtdcgzfc9HkQgEulGj1eKPMspTYbINYI6CdwdDM7hdKAsc/IsTzX4UCOEEERcigj1ERlAC0ffXvB4v0aQMZ3UzE9OKIoKMkU0SVs6HIZoMSbXUQiOsR9x3UCmJLkxP1Pd+rkooAKBEOpgpwr44JFaJv7gaPnk0/tsrq7BONSgMaIkO9EYpZBIxr5HZRmz+gb9sKUwOcqM5IVA5oHJxDCf5Tz80rHbj2RZxmw25fz8nIvzq8ORVB96P6SVK3jOzo756D1BlmUUZUlVl2RlRowCk2cUpUmhVE7RDB37saPzntZZZmfHlPMcoyTKG3Z9iwiB4ATv/8VnKUs86vSzpcKGgR/8wQf8T17+DVA7xrEjkwN9J8BJbGeJ0rEZO+ZZYFZVcKFQY0k28ahlZD8OrLo9R9UJucoYwpBo3Sl9Cx8C9azk6LTi8ReP+fp3bvHc63f4/X/2p3zyFw+AMklb8iJZDEm56857orMIrX7iYFGJvENMmd+5yTBaJwSZ9wzDjr7b0bkMrTP63R4vera7nKIuyPMaU2S4aClnFSrPiQjufXmf27fuILQmL8rk7skc2/U1BM98vmSzXtM3Hfvdlv1+zaTO2FztWS4X7Pd7+q5DZ5rVZsvp6SlVVSWLoA80Y4vJC2azGe0w0nUDRVEx9An6nHKoIrPJhGldU+UZn332IU3TpuGm0mR5Tozw4ouvI6Vks1lh7R5EpCgy8jzj8voR3u3ZNhdEOop+xLuIMkkjrHUazERiKuxSpmO0dIBDGyhmBYTI7PQmobvJ5nHP7mrEELCu4+EXT3AB5vM5i8WUos4QGWRF4pEqKQmkXrUULpWyKHDWk2UFAou1Sbnx9LEgnkVspJij9Jo+JU9JGVAqhRoqZfAinQpTODsHQpJEeYEnEPEEFTGCFHEsE1PVxQFBSIsz+pCHlFoQfnR0NmCVpagkeZkhs1SsnZAE79MmK0SIDmMiKirwlm5/iXcdWTEhL6eU9ZysqFBKHwbCkeADSmq0Fs/aRO34s1mRfqoCKoT4HNiRaIAuxviLQogj4B8ALwKfA/9xjHF1ePz/HvhPD4//38UYf+ev+AEoZYAUCxBjQCqNC5ZuGFivW2RW040eHVs21xdkmcK6lul0QlYqpIr4mGMoyaQk2DbpCLUm6JxxMJTKcOfOjECHySL3PvgMSCuSAKzzBDxTGZDKcXwyIzM6+WulQGeaosxQOqNaLskyhRKwvV4xNI7WDexHi64LqkWFLkD4xEJUpKRCKQQ6SPyocSEyhh6JQRrNj37wOX/73/vb1DdyIh1dv8WUFVU2pd1eUx+XjG5gH3aMbUBSEfc5xWROqzuyhWZ93aGbhsmsJkSPiok0M4aAC54gIzdundGsd2x315TzM/79/+hv8uEbn/Dp+w8QPkOpGX3fPxv4EB1SQpZlqWAGn8AsMcmVtFIok2GMSexKo8mL/DBM0JiDwqKsppRFjpaCTBXIkHHvs0uENtx57pgH9x6xnB2x2VxRVBlSR4Lt2W335Jk6RORqjBYIPARH33aoQwqkIKbwMaPY7nfEGGnbljzPadsWpTU+RrzzOB+oq4qIpO/bNDnXAqM1zlnyLKdp9sxmM27dvINAsdtt6fsBU5gUvNa23L1zl/sPvmQYNviDTXE+nwEpmE4i8EHQNR1RyISgw1Fq8MESo8VHgdRZyhDSkkggiIAPKV5YFcnds92tcVaR5RmT45pQdLRN8tPff9RxfHzE6vqasiiYzqYslguKKk/UdZPhhUcIRRSK0TkqqQkq4mPShsaYiuDhHk44OxSSQ+KmAKkjQjjwCqJEeJVynqQj4NJGSCiiTOASKQRKKJRMC276vhIv072eeu0RJRSF0pRZlTKKgsBZS7M7pB1owfJoRl5kqWqpQPAp4ylEmzZdMhK0xcotkRE/dDT9CikzynJJWVbkWYbOMiDgvSPBnRRK53+NsvmT66+zA/3NGOPlX/rv/wL4p38pF/6/AP5zIcRbwP8M+CopF/53hRCv/1XRxvLgS/XOoaU+xBs49vuWoXcU8yNoBobW0nc968sL2mbFbDGjmmToIu0UM60Ax9h3bDdbdhuLNnOWx7e4cesY9Bah4cmT+2zW1+SmJjMm+WGjQBuDkBHnO+bLBVVdgpWEGJ+trllhmEzr1LiNgrqc4HcNMVpcP1LWFXll0NoR+gCCxJ+MEOOhSS/EIQ5WHoDggtV5y59/7xN+7T94AYiMtmHUA0ezkzTljQEh041g5gbbCZrrkcXpJNldixEzKbjebpjUNZnMsMIitITgCT5JwgKK2fKY+w8+ZqY7hIp881df4s1v3uKTj79kc90jZAmxQogUacshUkEeprTExD8lCmSAkURWD94Bls43KejPQRgSglDIDCU0OsA0n3A6v8HZySkOQfB7qtxD6CmrRRJrO0vf7BhdjzEFEFI+elXibIdU0DR7JpMZRif9YgyBcRgw2iCUom0aJtMpxhgMJULqZBc85CBJpXiKSAzeYu1wOJJ7qrpiHHtu37nzrBg73+B6h/MucRT6ll2zS6FuOg28AoHr60fkuebsxjHCapTQ+JgUE90w0G53WNdR13maintLN4zEA0E9ypiOyplEK40dRpz1RCS60ixvzpjcVIxtT9vCdjsgnGRSzdmutmwvttznPsvjJdNZTTUvIIuYQiHzdIKIMpCZnH4cCT6mIY9IiZvyEHMhY5rOJxZEyopKAzSdLMtCIUIgkoal+EM/XaUeuhYGLVVqdXGQcEqJkCotFgcNexQRj8V6sA4KnTObzaiY4MYe7wf69QB6QGqJKTTSSHRWIMgQSjGGIZHEhEX5LYyaTFUYUSK9gGFgiIpM5xRljikzdJZjRYoK+Vmu/3+O8H8X+B8d/v1/AX4P+M8Pn/+/xhgH4DMhxMfALwF/9K/7RoLUN1HR4J1PRxsj6K3j+npH6FLOtz5En/7FX1xw50zy2gunrLct1/GastQIM2CyDGNKnjxZ8eXnTxh7wTe+O2H6UknntskzrBQPH1wxLY+QUVDlGXaMxFyyWMzIiogNAzJzVBOJ3TqCT5negxNUUZMXBVEawmgQLtB4z+AiLkZOF1MKnWCzSIGzI1FAltfY4QGqkAStUN4jQoLFKgIIwY9/8Da/+FuvofIC7xvG0LNvHZmpiXZPnlVIAiov2dGyu+iYvTRDVBqlPLGUuCFw7+Ejbh+fYqTBx4ASglJljKQ+7fGtOxRfXPDRR5/y0ksv4OzA0cmM1966w6cff8m7750z9oZcpSiFpFWJyBiR/hAj7SUiGqJPu4XRpuC6GMHbCCMoaRhHi7UOJRRVPqHIKray51w95oVbGbfv3GFWzLgcLrm6foQuK8ZxIMtKgogM3YgdHMF66qJKOe4hMJ2WCBkxuURSE/BYP7Br4OzmLVabNcE6tEghZOiCSVYnuU2MuMFTT2vGviE3RWoXCEtVl2kBt5aiqui6hsXREbftgHgE2/2eoW1xzvHw4SNGb+lCg7ABrTVjdHTB0rY9rCRaKh4+esyszrh554haKsKwIcSR/SbtfquqoqpqbADbJWQcQpIVGpkptk96nEsIxcVJSZAjAUs+VVTzjOVpwdA4RJhy8UTSbQfGPhKcZL9qsa1ntV4xmVeUk4xykhMnmnoyJ1cVlhGlA0H4dEzX8pAT9BQ2LA5HbAgx4FUi10s0hizh6mJEkopokrtJhJL4tHM45L0/XYDTzlMeUjiFiCAsXkXQija0dLs9k7ymLHOUyrDO4qPDB8/QdsTg0EqSlzn1TKO1IjMVDkuINi32YSQiyOQWOQ7EfZb21I1m0AOxBDkpKOrsZyqCP20BjcA/FkJE4P8UY/yvgRsxxkcAMcZHQoizw2PvAH/8l772/uFz/8IlhPjPgP8M4PTOFCUyRNB8+dkXBD/y8hvPY23g0YNLhgb8aJFk9PvA5cWei8cDX3xxzXM3T7h7usRUOVEVnG/27LeXXF2uEVLxlW/e4bnnJzguiXFKnmc8uvcE2zpyUyC1SBRx5VgsK0xmidahg0GjKEyOo2cYRuwwUlQpxE1nOon9bcSOI70fQQrqSU41MQidUF8JJjGgVIoJHsYxvZEOq3wkJjisiwgF9+895P6nT3jlq3MGevqhoVAdk7pOVPQQwATGGPEEvHO4zmLK7BAGFsgKQ9937NcNs+kErRUuHvYNUuM8RKH47i//Mlfnv8P777zLW2+9xio4jk+WvP6V13A+43f+2z9j/cBS6RoXfJIqiZCOXVGQZyVG5gSfxhApXztpCwWQeYFWHqUyZMgIUuNdjWSKVjmFKnE+Y7XqkdKizZT5YkJRlizmS5p9Q9t3aFUQvGPf7FNMSq5YXbfsd2synZF7RVCSelJQliXjmNIt8yzjyaPHVHXFtm0oTOqpdl3HYrFgvljinEse+q6jrmt8TFrClJeuiCGS5zlSwn5fU1UV7dAjpUwDzidPQHqa7R6loapKvBuR0hGiw7qeajpHGM3j9RZVrymMZFoUlCa1qWxwhCAY2hFHUjlUWY4kOZzabk+/71ExDVnzrESqmAT0Igni22ZHWRfUdUk2PaLfBbablq6xxCDIZQHbDZeXa/y5AymoypKq3nD3hecwpUIFjckzJAHpfRrsHKIuhJJEkQqeCIlqJOR4OEDJQwv0QIiXCRQuDwsVpAErJOiITBXz2f97akrwQhJEGmKpkGzJo+wZbYcKEm0URkKhDX0T8FZSFTUCwX414IUlr7IEzMkko2sYXWKuutAym9dUsynaZjinyPMbuFCx2WzomvVPWQr/xeunLaC/FmN8eCiS/0QI8f6/4bH/Kldp/Jc+kYrwfw3w2jduRBnTm/X2zbtMJhm92NN1I08erhib1IWxQXL+eIN16VW6bvbY+wNdu+NsOQUytquezWrLcj7l+ZePufPSjGwSsWrAk6Oj4sG9R0ivyWtNVCPD2Ka44DJjMs0wosRqh5IZi6Mjrp98DlIw9AN1LNFVBgZ0FNAH3GBT6BYwmxfoIiA1SK+w0dPaBh880/qYpmmePRsxJg+yQIAQhBBxY+DtH3zKq2/+OlJucbanGxP7U0SJMAUuWJCC5ekxhSxorvfMJzO0UHg8KpOYquT6umEymVHoHB8kMQYUGWU9ZbQOpRV/+7d+g7//9/5vvP32u3zr61/l6vya6UnO1751i9PljH/yD/+Cz97ekYkpecxTnrhyGO2RVhE9GJWR5+bQv/5JxEkgRQa76JAqddP6tkP4iNEGJQXbXUfTJepQ2w24aLm4fofvfuc71FVOs9vQ9Qft4NjTtA1aKbq2QQpo9jvwgmqxQB/6l+PYPdOSTiaTJH73AQyUZUlVVQiRWj4qxGe93q7ryMrq0OdNu8lh6Nnu1oTgmEwmLBYLyrqirmucczx+nNih++2Icy37omE+c9g4IFVMUOWxxxQZhZxi8ezWK+7trjiuJ5yeHnN0fMoYHUFBbzzWtXg/YoNERY0KKqUIRElRFLRdT/AOkUXyLGfoB4bWo2WkafvkYS8Ey3LKxAaGweMHz5GY03cVbowMvWVsR5pmy373GWWt2bdb5ssJZzeOWCxryqpM4GQRIUtthSAiUpr0ORzIgCBHBoEIiogjqiTMjweBfvq3J0b5LDpD/KWi8PRxyel0GHyJFFVshU2qAB0JIulZRYBJOefo6AyJxluPDiVCJhjKuPPoUlEXM6aFIPjUnmvHyCBaMuPJcklh4MgsiZvIdbv/KUvhv3j9VAU0xvjw8PFcCPEPSUfyJ0KIW4fd5y3g/PDw+8Bzf+nL7wIP/40/QIAQATc66qpA6cjYj2w2e67Od7hhisAzth1XV+u0GhKIAgYcj5oVK78jFwYVNEd3Z7z68ik3X6ipbmcMClyU1HXJerOn33tOpifMjxUxb7n3+UO0Nig1S5nZStK5wOAD1XxKUAKpDM4moEUxKdGZQljIRcZm3KYjYhTklUGoRL9B+jRFEp4QxpRvs2+QShJiKmjx0EQnJuGylIaP3vmC3eZX0POcyJZh3GOzCdJHJAqMwIkAOuXNPPz8EZPTCWQi7RC1QOYaJhXbcWS2WNB1PvWwfGT0SafogqVc1PzWv/eb/LPf/T3+4u33+PpXv854PjI/zTl5bsLf/V/8Iv/k//E+H//5ExamxludpCiWw44TgkvN+CzP8cFCgOAD9aQGBH0/psFNCAih6UeLD4FJcFjvcCHQdh1t1yJMmvzfu3+Pm6cnLGYT7LgnIjHB0DYDImzp24ar9SW3bt2hGXtCs2c2rzHGMAwDzvs0OFKKoihwRHKVk+c5xiTuaAyBcUyF9umkvuuSTnO/31MUyZaotWKz2ZHnGTdv3qTpWuaLBaenp9y5c4eL8wu++PIzPv7kXfabNX7c4WNPFCMhKKYiIiUURYaLA8E4Yq642O7Z9xb/xZec3jjmzt2bZAZGnXrKg49EC9t1hw0gZAJeIxxaGFzXszm/Zr/vWBydELqMYZBkRYFRFqEdKnOYShMJVEeK/aan3TlMbwh9jh0iQ+/JshrTOy7ub7n/yQVaC+aLKUc3p5zdOmZ2PEXlKvX9kSRBvCUEm/ShUaGlJsiIk4doj0MRDQnMmY7ppFz2JAwRh/pyKAORJIKPMYFxBLjkVkhuQCkp5zNEFFgfaXxHkZVINNGDNhlVVeCGFhkdsYNgNbVZcGN2C1VIVsOKJjT0oqHvP2e7vcQNhrb9t6QDFULUgIwx7g7//m3gvwT+EfC/BP4Ph4//7eFL/hHw94QQ/0fSEOk14Pv/xp+BQEXF6EdkKRjFwOg9V4/3bC97cj9DENlue3qbrJ9SxNRgrzVZnROCZ70Z+cYbz3HjtOCVb9wgOxaM2mH7SK5ryrLky08fMJ8cURYV06VE1p4PPrxmbo5xbo11BWAIvcAPgawuQaZGvo+paFVVmaJaO7Au0ojkOSY4skKAcsmlEtLwgOhQRrLe7mm6MS0AMQVxCS9SxotIz4NEsHq85sEnl7z27VOsaPAxxfGWqiY4j/RJOuREoFyWzMc5oYvIPImdkcl6ShVYNw2TZk9VlTAMhKhwNiCjJKAIwvHiS6/yrV9Y88G77/LOe2/z2ptfY3U1slxWLJcz/sP/+a/yp89/yh/9zgcoaozKwSc/vQBc8EQlsc4/O39oqZBCk5kcLUv6fsB7GG1y8QQU6+2Gtu+ZzOZcXCcW5SyfkOsMhWDsBi5WT8AYbty4xfnjS/abDdcXLTGM2NEmDaq1jMOey/PIyckxY7+n1BIrFVfNlmMfMDLDZDlZXuB9ykPftynfKQpJlicVyLBrsNYiRSSEEa3SgGc6qfHBY62lLiZcXV8zq2foW4obJyfcvX2D55+7w7vvvcf5xTlj65OSYVwz9g5lYHkypVAJuiGKnHo5oWlbbDfy4PKci90Vi2VOUWkm84raSNox0u8t8XCELfMMkUv6pqVd9XTrlojhqmkTPcsUVJOM4AeE9lQLTVYLRCXRtaKc5YyNZbdu6XcDto/UPscoQ16eILVi4gPjMLJedzw5v+K9H3/CbFZyduOEm8/dZHo2J8slQpkkvxIHsZQSCJXI9/JgcxWIpEUlcROkVAdEpEcETUI/CkSUoNLRXkVSr10mFYCRCUArRSQgkVqnEEetGaNHCI/RijQrDWR5RbCewhQUVYUJGevzDS44jk8XzLMJu7hn0D1x3LGojpnny79W4Xx6/TQ70BvAPzysFhr4ezHG/48Q4gfAfyOE+E+BL4H/CCDG+I4Q4r8B3iUtU//bv2oCD0kbKw/wkMFbRgtXT7bU2QzfCkSE/b5LxwAJRguyUlHNMiSC68uON557nldevEU56ZCTEVEbxmE8gBEy+qHF9pZMFwBUk5r8WCFycMGRlZJiauj3Hfv1SHG0TGmOWhMjjD7xFIs8Q6GIVqTsJRXAcsDxCYSMaKGRXjB4jwiRoqz44tMv2G56jKrgIA4RhxU2PCWCH3Zvf/79d3j9G7+NlBld39KJhizPkUTUIPGZImhJUWpm5Qz6iPACqRUCgVYaoxxBKx49esSdGzdRUhFJhoUQFDLIZzEKr772On3b8PD+fT744G3e+vpbNNse4xQqV/zCr76KiPA//L9/jAgVSiQ3ilKGoGxyrhxEz5GIVIrBjgzWkecJU4aI5EJhrWUcEzrN2Z7BdqhdxmxxhMAxrSpa05IpQz+MdAdnV24Ktts1+2ZDnhvmiyWr1SqF+M3nNPstmVHkmWbo9imI2QisOyAPyxyBxxiD0oZAwrHZ0R785lDXNdvthmHoGEeQImLHge1ux+mNM/bNHqMMmdEMfUdV5nTCo7Tg5OSU3/rtF+j6nvv3PuWDD95ls7ki2JAK3nbLZFIym0+YTCb4MSKipCxqpBIoJfAO1peW68cryryAWBAbTYFhUkyZ6SV9b7n36Yr9xpKpKcF7siJDqIwwGEIw5OaMoRkYrSQ2HjMPZIuANo5sJigrydBk7LYd/d7iR8/R4gZBOMZ+oHQZ03mNHQf6vqfdN3zy3j0+ev9L6qOSxdGcs1snnJ4dUU9rZK6e6VlljClaRCaBfuKDcsidT0L8KJ5K9+Nhl5p2ouqghkmRHwIpFDEc5E8/UbUipEoWXKVBKYSDYQz0Y0+eV9T5DK0y3OiZTAv0RLO6uOL+w0dIHxEG6lmJImN9vuZ0Of0pSuG/fP2VBTTG+CnwzX/F56+Av/Ov+Zr/CvivfvpfQ/ykuQx4FxmHwOMH15wd38RlmkcP79Pv+zS1U5FyUlDPKnQuuTpfoYLkuVsF1aTFZlu2oYNWMLjI0DlMnTFsBqILZEpiMokykrwqOTo5YthFiklJPaupq4rQbxHBMplOUJlibC1GS5bLBVqnFyy4gPUDUqZjeFHkKJXkWDKEFAnrLcJZ6uqE1fUmHZ+kI88qBAoRk9j46RViBCQfv/cZu8ses8hxPoF3y1hSZwXSBqLReBRSKXJliL1HjhotFeHwplQxoLXCCsH1+RW3b90mBui9x/tApgqCUFg7MqsX3Dy+g7AgxEPee/dd3nj9DaKLLI7m5HXgu3/reVQR+Z3/5w8xXU0IFS4c+KEECD/pew2DJcsMRWGw1uKcSwuGTIgf7x3CBaIIeCy5iozdDjd0ROeYz+fsu4bNQaY0jg5Cz3w+ox8arE9Jlm5Mu3/nHEII1ut1GvR0DUIlu+l6c8XRdEkce6RWtP2AykpMZjCZYr9bsVptuXnzNsPQMZ1OGceBvm+TFrFpKKuSvu+YTCZIJJO6OpDdI85p5rMZbdMRnafIcl575TWeu3OH/X7LkyePePz4IV2zSX+3LenWYL2lKEuyTFPlSV0glEiBk1HTtyNFVvLyS7eZTJYopdjuVlw9PkePU46mRwihKLROfXjrkEpTUnP35l2GwbLerdg8vkRsepbOoOYCWYkUyVEU1JOMoXM0ux7JwGSesZcjigzvPN4q8iJnMV8yDo79dkez2fFodcHDT5+Q5Rmzoyk3bp9w5/kzjk4nqFwfNgSChM8jfeQnel1xKJ7wtE8KIhzO8gcfvg8RqSUIdfDsuwQ/CYF4cBURIY85y9kc6aDfNgwjtNYRc4kRgm3XgIZsWWLKgt3FBtsN2HZPux+Yz26Q55Ofvlz9pevnwokEST8nhSCGgPOR/W7k8nxLMRpeuPEKj798hB8DWmmKSlHPoJooVquB3brlzVducHI3Ut8I6OWSvWyIWqCUwgiBqTLW967ItEQLRz0tCXJASMNiPuN8uyJTijLPkaUgf27C1lpQMJ1POb+6pprPODpaoo1C9Cq9mHh0ptBOUlQFeS4RMiBsQEkYfEB4ibKaq/ubZOt0Djd2KVtGph7RT5ruEINge93y5cePePOXbiHENc73WD8yeIXzIINOS7aOjH5ABYEaJDpXOBxaCGSmsdEh8wwdNVVW4tr2MLwS2GFARIlGYaLijeffoL3acfe2Yrz3BT96+22+8bW3EJtAFTKKKueNX7qDmij+8d//E/ptQIXpgcITUuEOSfKitUEKfegxSpTikBl0gE3EgPMBaTRGG4zUGKlwPtA0DU8uLijKMp0eYtqt931PbjT1tGa3b7DO03U93jl8VZJlCRCstabrerTJ0VWJ95E8LxBCsN1uEcpQVhWCiLOeqpqw2ezYbndkWSrGk0mSz/Rdj/eCq8sNp2dnZKZi7EeE0BR5Rd+nsD47jCipWMznhBjp2oZcF5h5zrRe8pU3voGzI+M4Yu3Iar1Ga5XkS3VJCEkUfnF9RZYXRC85W044PT4mz3KkkKxWK9pdQGCYz48xecbJyQlny2M+/eBjrq6viQLGvuPe/Q+xo+XW7RucHJ/yxYNPaK9GrPWIymMqTVVoJsWUeWnw04DzkvEo8uDeyNhbkAGtC4yJBJ922UW+4MjOaPsu4eGGnvX5lvXFmg/f+SgFxN084sZzZ5zdPCEvS5ABVCqbBJW0xYcTy18aJSGFRB2sp8nFJJ8VyRiTdvowbyWEkDKxpAEbaLYNx/Wc27eeY7vraZ1n9I4hRlobyKRHZBqRQ3E2YWgUXdeCVnxx+QW9/Jfm3D/V9XNTQJ1zlFmeZD3A6npL3ziEtVw+Oef523dZne+w3jGZKMqJYLB7rs57ytzwxlePOLqbM7lZso8OqUqilHgfmSxytDbYwZEbjZIBRI/1Aqlm3L1zh4t7q+TBjpKiLNCqJO4b9sFzdLzksx8/4HZ2Sj2pkAIUmsl8yrZL0zslBXlmiMGhxLPQBNpmwJAR+sj+skVLlUAH3tI7i8lS9Gx8GjJ0aCKGMfL+2x/zlV96EaMLxqFlNBYtcrrRMjEKjMER0ZUi9h7GCF7+RCaiJCJTGBTduuN6vaauJ3TRMtqAiArlIvh0NJpkFd944xv8/p/9AS889wLui0/40Tvv8AtffwupNEFETK145Rtn/IfqN/jv/9738FuPEcnZEWI4eLDTZDvGiMnSQqO1SgsFaVHL8+zAxRV4G/EyoqWhLDPyomToB7q+Zzqf0XYtelLjvMMFj5AKkxd0w0hWlKyur1hfnvPGG288Gzhs1jtOb04ZeocxOftdx/JogYzQ7pvUM1KaIDVaZxwfn+CsZ+iHgwYy/b5KGbRK+fJal+y2PWWes903nJ2dAoqmaamqmqbpGYeR07NTFvM5lxeXCCFomhZrHSabsdtf0zYBY2ZMJzPqyZTMaEymkRKOT19ku9mxWW1wDprW0fX+0Fbo2bUjXhbklSHPDFpVxCh4463XaNqGR+eP+eLLLxhFgoF8fv9j5vOM5VHNpl3R7SzjbiQQyUxEa0OVV2iVYaNjeeM4JeKWBQKoi1PqqqJr9smx5QEv2e52abFrW7p9Q991qEzRjx1ffPyQTz+6T1ZkHJ0suHX7lJM7U+pZjc5SpAgigjxI30S6f5RI9Pv0/j1In0QS26fY4phukShQWievPDCogMUy7K9ph47j6ohSaWTMCSZnDB7clvWuwdmR3Gj00uAKgW0806rmcvtvnnP/666fiwIqgOiSZc3GkRA9q4sV0YJtHZ/d/4S7t2/x6it3eHL5iLI2CC158OU52gpef/Mmx89PKY4KrBK4aFC5xIVAnpdMTEZ7vSZXkUJLbGMhBfkyBE+cFqjJjCCOkHJ5IOUEslZQe8Xp0YJiknN2fExeKbRU+C6wtjt6AUoWiMKTZzLtvJAYBQKP3TtkNOybazbbBqEkwgdUgODBDRBdkv6IA8BBxoAUks8+ukezduSTOQMDg2sogkFFzWAHFBlOatRsynr1iFII8umMYICEcEh6vEyiJhkXzRXd2FPPzhjiCDp5jzWCYB09PcujE16++RIPLr7kpede5N17X/Ljtz/ll7/zbYZNhwkFVaF57Zsn/N3s1/nv//73iNcFQuQ42yMAoyTEgLUpt1uptEgooQmBA2k+YLKMKMBGQRhHVLdjLms0kkk1wwaP70aCHOgMIBUDcDRbMq6uDhAOKMqch19ccb1acXx8gncBU0h63yBiDgqs96y2W6yzPHz4kMViwWKxBGHROvVplU6QFOcC/Tgyqydsmi2DHZjMFwQBru+oKoP1A5fXFxhjQCqOlneYL28wjgMQqOspRTFhv98zmx+x37cs5sc8d/clrq4v2W7XzKYTJvWM+/cf8uDBfcpK0+z37Lb75DrykfMn50il6PukDjisD4iYhipKKYTJ6NxAzDJmJ0fUuxWr1WOKyvD44gEPrnqkjEQRUEWe7K5S0ZtEI76MDUpKlDHkxYLtakApQZ5lCLcl+BEXHNEIsknOpJpSdBUCmM1mqCjw3uJFYL/f0PU91qbFvMhzhqFh+7hhWFvObt5A5hlZYZAxOZakJg2RNOgsDSYF8TCRF8SQkIoAMmRomSG8ZBwcs+mMXJWMIwgt2EVP32/JVYFWhlxEMm1w6gilRrqxYd1uEHakKkrqZUXfthj9V45p/pXXz0UBjYDzLuG9vGccHPe/fAxB0/cj+6bjk08e8dbXXuTmrWN2255Hn23J/Yy/8esv8fyrBadHGVVV44xGR0eQAS0luU6Qi4fXa3JVIjAgHCZPkocQQWtJlmfJSWM9uU06xbyscGPPdFJydmvO/GiCNhKiYLAtTT8itE/Ru5nGaw6+XoERihAkwaXm+vX1jq51xKhSgqgEGZ/CeB1ap89L+ZQxKbm6WPHlpw94/RduI5SgHxvKvCBXE4bBUsRIjAIlNXU9IRKxw4jQgiDTE/vMjmcMqpQ8+OIRdyio6xmDH1M7QEW0ijjh2PuW5159mQ+//IhsmvPGiy/z6Qef8qMfv823f+FrbNZriqqgXCy4++qM//F/8kv8d3/vjxhWMelBZY6OJiV+Rk8MEpeSu/B4sgOxyFrHOA4H6ZYiCkGeTbHB0mxWVD6SlyXRu2RDRTCbLw67QklV1Qn8cgDPzE9OWW2vmc0zFvMpJ6dHXKx3yfs+CqyMZNHRdx1FURzaGAn67JynKCrW6w3L2YKhTz3btm2ZzWaYIqcdXbJphgARMpOO+l3bopUhBkWmE9ZtGHqur1ecnJxijGG321MUDutalNKcnJyymC+59+VnfPbpZ6zXGxCB7daxXq9pm5ahH8hNRkQhdbpNjclTodMyaU73nuvrayb1hPlshtAR5we8D+RFzr7dEmIaMCmjkSYBOwCClKAcUkv0QWWilUGQkZky8VeNxvmUVY8SZHnGMHZ4n4yPMUYurjoyaQgxoI1BmYwMxdHRgpOjM06Ojnn8+D777vJwuDIoOaEupmw2T1htrpEaqsk0Cei1JwTPdDpBKgBLXhaYXKfpvtYEm6g/Uina9YAoM06ObrLd7pO/3kBUjigP7SyZ7sEoFbnMUdmSYWywfgAy6tmcfKx/ptr181FAQyAr8rQbcY7V9ZarJxuUKBkD9NaTVZLRjTz/3F3+5PvvsZyc8svf+TqTRcP02FKXOUVZ02KRCJKiRiY4hPWM1lPXBXGUSS82KdMOSEZMlprZ3geGfqRyBcIYVOaRbqQoNMubNcvTOnFDh0BnG7wMCac2BorCIDQIlbSWIQq8kyiZURQVl5f3cDbxEWMMSRMnn84UDx7qkI4vSiU9nBsCH77zKa9+/S5K5wxjckSpQqTdmQuIIlVKFxIcQfWgiowgIk978jGmWAalYXE058P33uPb3/klnBAM0uJkgkiMNiAj1PWEF156lY8//oCTm8e89tpLvP/++7z3/od89Suv0TYdJneYSnD31Rn/8f/6N3n/e59y/+PHdKuW0GtiNGlCysEwcPgd3LM+qCAzSX6WQsQGbt8+Y7PZs7q+QmUVOs+wdsAOPQGYTKYoqdg3DVluqPWUcexYb1dMZjW5Cbz44i2E93z88UcElRPliMocJR5V1Fhrmc1mADx5/Ji8KJlOZwiRBpm7/Z75condOEY74kaoZxOyEh4/eUwmBKvrayaTKbv9jsxkxEAi6WcTettxtDxCac16vcY6i1IJFH55+YRxTIv05cUV1g7UVcFsXnF1dcn19Yqm2aU5gHOMQ0eW5eSySsVTCLzzB+VGem3T7w37fYPQARd6nBto+5ZAICszTCHRmUEqfWBOJD2n1yNKS/SBI6CkIQrBdDZLwHIB0qinAk1GN6T+vW0YhgEpJcvlMtHogdE53BjQ2hCF5OJqxePHF7TtFqktSmuEDGy2lvv3LzDSpTZK74k+qZiGoSPPDeOuo+8bohjIs7RwEEUKTJTJrVQWBYvFgrEMxCZjNlvQtLskkxIBISM+eqIfEtIxpj69kIqyrghR0zU9u/WKqvx3uYBG0Nqk3UIIrK7WNNuB4Gt8iCAky7OSYehZXTd89xe/RbAD5aRhsqypZ5KskEmwHm0idGPITUluDJdX1yidsVie0Fw3acdZ5OgswwmLlP6ZT3cYLHbwOB2Q2mCtQ8rIya0ps6NkpwwHtmawDoTCO59e5ANwIwSwJAyc0hJtBFdXV8SY4CNCyIT/OgisQySlTT61vR3iIoTWfP7RPcYeVFaB6PBR451mdI626amKEq009WTC0He0fUcZ9MHNkX6X9D1hsB2zo5KHnzq++ORzbr/yMpv2HK0sdhxRZk5VV0jvuPP8S3z+yaf0mx3LW1Nef/Ml3vvxh3z4vuGtN99g2DYQZwijmJ95vvVrd3jxlQVPPt9y/vmO6yct9tCPdT4lVoYgieEp5gyIIen3jMGKgFECPw6pT7nZJfuuhrbd0w8jWmdIbRBSsdltuHPnFlILYgxMC8kbb7zMk/Nz9huPMCWqgBhHZO/x3qJCEshrnTCC4zgiZJJVrddrppMJfdsjBGidTj9lVfH48WPq+YI8ywljDxG6tsWNlul0ivee/X7PODRMpzXNfkNVzymKitC2DH3DbtswDGnXPY4jR8czJvWUR4/uc+/+51xdXgGJbBRFknj1QwcEMmOwISKz9PwNcXi2GzbGJPmQUHjbY0PLZndJbztmixoRHDoTaCPJtCGTaUcblMBL+S8QkoRSWN/jcYiDm4iYipBzNhWjCFqVHJ3MybOcLDPgfIpp8cko4QPs2x0EhRaSosxwgQSX8R7nR0xmyPISqSPjaNl3A/pZTEcyX1ibxO22DygE3joGtyfiMJlhrzs2T5o0KFYPEFKjlSCvNbNFzfHpMdWkIitzRJa4oEm3mloDCE1eViitcfbfcaCy1mWKs7CBy4uOsVeYILFjR15lHB9PubpYMXYjdSE5Os6YHxfU85rZ0ZSs9Fi9Au+QUSMdFBnIEFivNkgZ6NsNYfRMlwum8wXeDPjYpowj26KUwDpwXjI4TxRp0GNj4PjomLIylNJwtdnjQiSqp7EOGmU0QniEt6gIRgicjRgRkDFw/midcFs+iYsD4pkDQ6p0bPc+pkLDwZEhIlePV1w+XHPjlQm7sCLLK5TI8H2kazviYoEuSnQlsaMjFwqcAjOCSEfjEFNTXmcapSRnRye8/cN3uHXyHLVR9L6lLEvc6InjwCCTouD2iy/yh//sd/lK9hqLRc2rX3mBt//0U6p8wd0XT2mbhnI2Ic8L5EkgnyqySnB2PEePFevNHiUKPvvkAc12YLcficJgfcBIjRSJciWlpiwrptOKJ48tXbejqhRt25AVGdYHuv2OPC8ITpLpmkikbxuKUvPqy7dpNtf8zu/8HovFKacnt/He4XufKFhEZrMJY+/Q2rBvOoq8RJuc0ToePXpMnpecnp2hhUzH8gOBaDKdkE9KNpstkogQkmo6Y7vdcHJ6ytXlJRCJwuMjWH+I/QiOYRgYxo7ptCbPVXoPX61YrVYUpebJw3s8vH+fxXzBbFIRnKPrRlarVVIKHJ+iDiDjwhTMJ1OWyyXltGLf9ty7f5+Lqyf0wzVCe7JCp6wq45nNC8pCoa2hLFNkiRAy9U51gh9LVaZEVpNUFIOzKQETlxxth/gjozRFOcFkGq0LpCyfUa9iiKCSsL3QGimztMGQMYUMHgLphj61a0JMrN0oIoPvGPsRgIjAx7Tbtc6mx8UUFhgZ8SiEUOTF7HC/REJ0DNYhbcAmyD3WjmQ7xeXlOR99+HGKTC9yJss5k3pOUZTUdUle6GQ5zg1ZZijNv32c3b+9KwqkzBh9SwiRRw+vIZp09B47Tk6XaFkR7DXPvXqDslYsTmrKSYbJJdWkJMguOWuCBJdR64pSSXCJujOtDQSLkZrpdE5RThi1xXqXVqXoGN2AycvDaglIiSlLuv2eeT0jyzOEFcQxHQWQ6YHG5OlNqBwqQiEMajS4ALlSNJs923XHYZj4E4+wlCmu9TCZjjGFlsXgkUiij/SN44tPH3DjpbfQJufh+WOmmSUvNX3XMw4WZyJ1VRNXK2RQhD4SMhIuL2GUiASUymi2I8vpKdP8CX/0T/+Q7/zW1/AUVHlFULDZXGOYo6o5r3zlde599hEf/sUnvPnt15gfzXnzm6/x/T/8ETv7Ji+/eptmv2W6mENmcFimNyeM+zXDsGaxVORa8vheyy/8ylf5wQ8/4GqTaOxIeeilRUbrEYzEGJgvJuz2ln0zEqMkjgnuM1rLer1ibD2SyAsv3mG3vkTLCdfXF/zwz37MdtOz7zWmnJNlOT5ENpstq9U1IQReeuEVjk9OaJqG5dExk8kUPw5JU9r3rFYrqryg67qEvzOGy+srpvM5uTF0+z1ZnjOMI/NFCsKrJzWbzZrdfkee54xjahEoITEyBcG5scfbnuAH8CPB9nz24CF901PXE0yeM3SBEAa0hKPFAmkyhFSMQ8fYdQQ/sllf0GyvKKc1r7/xFd78ym/wvT/5Qz69/x5HZ1NMrnBhpDyqks5ZSpQsMUolmKdKiywx0ffz0qAyQT3NuLh6RIgdyATPQcafxIIEQd9soCFZkKVJ0/AQUt9XaoSIh0iXJHBP8GX1bDcfoudpCN1TsIiQkOU6wZxDwFuXijvJHowISTeqwDkLmBSfQ0SIgHUDzlm0NAjRH+j6MHTp8VprjNZYC217yYVYp5ylaNEitZSenkSftnX+utfPRwF95pm1tF3D+fkFREGzb9BacXS0ZHW1ZXm0xMWBoxsn1IsKpeUBrNzhdUfvA3bQ1MUJdXUEccdusyJYhVEVxlQUs4p6MqUockAxBJBKA5Fx7FDa0DSGyfQMYzJsHhIFSEi0TKJjFzxIUDJjtAKlNEqRIApREkZFJSeoMtJlWx49fkK7HyD+K2IDDnivvwxeEDHxKjl41z/9+Au+/RtfRShFlIEhtGShout7un6gzx2FyQGR0jGtI7oEYHia3RMiaFkwdCMyRO6+8DwfvPcx+/VAcVyz2e0xmWGMA7iOwWpMVvLNX/w2WGh3I2VZMTua8NZ3XuEHf/g+Wmc898IxzX7N9GRJkDUujujjko8+eZ/b1S1wAy++8gLVJOPN117g+z9875CRI9BFevtJOAjh47PUxPlsTj9YBmtT4KAy9EOf5FzDJXUx8uprr3Hx+BwfwZQL/O6Ki9WarLrk5PiIoWsZxxHvHfv9ng/e+RGvvPYa06MjLA4UtJs9WmfkZZaOl86RZRnjONL3fUoqAJRSLJZLpJT0w8j5xTk3Tk8p8gLmc5RWdF1HVVXkeY4fx0Tx9x4fPG4caJoVl+eP+PLePfa7PURDNc2QXlIUM0RWJAPAQaYVIpSnR5wdLVFC8unHn3Bxcc7ucsfF5hG3nj/j5gtHrFyGKDqGOBK0Qygw+ZQgItZ5nCiYT+fMF3O6duD46AbHx6fcf/Ip16snXD75nCgHKCVBe3QZCcEdCl34S7CPRK6PJKuyFAIpHCqm3iqIg/wrJhC3lEghGCGxIWJqU3mXIkCkKInEw2BQIQWM3iXHnIogwbski0MebKHYBAaPnmHoEM9weIemsBQQFdrkKQk2OAqpiQKc7VPbQymUNASv2A8DUjua7fgzla6fiwIqSKuCdQOrqw27TUcIJaMdOZ4fJYqQDiyWNXdeWFBNDyFRHoZ+JEjPmKdIjWADizLD9T1FKei2I7mqyHSFEAVFMcFkOUKIJDYXEIQ8FNSQyPbeHQZQBdOJYhgbcpPkE51zByAsgCT6NMGPh4mzjwGDojIV1/0OKTK8A+eAmETEP8F4Ha4Y8cEfYhNE6o8iIEpCiNz77BH765Z8qTEa3NgSfInzgc1+z7ReYA+DOPqefnAEmyHVQTeHTNn2AcykREdJ1kuerB+w+GLGW2dvMfYBrwLldPYsZhcnWByfcnb3FlfrK9wQyaaak1tTvvGdl/n+H/8pk/KXWNws2G8bpssjWi+Y3VJ87W98jQc/uuCddz7C7T3feuvbvPzcXY5P73G5HtLOOxFJQAbKIkeIlMg5DgNlVVEUBT5GrI/kecl+d4UXHWc3n2c2K3n/ww9AFuTljPnsmKurNXYc2GxWEP3Bz+4pqxxEpNms+PizD3g+vkTWVjy8/yWnizPKsnoGRYk+PNt9SinZ7/ZpwGI0zjmKsqQoCk5PT0EIirxAG8V2l8LrmqZJr28INPsdMQZGO3B9fcl+t+by6pyLy3PGwTKOkLU9eTVhOZsymxTU01nKlw8pARXv0Kc5UqbXYt/1PLr/AabyjFfXPLIaXUescLjgQMSktdTgGXBiwEtLLxQTlbOza6pY8tG9c663T7Chw+mRKC1CgVDpVIAKPzFOSpmcRTFh7YSSGKUwSieMYbAoaRACnG9QxFRUD3OFENJR/CmDSR3E8UK4ZyYSCMQQUES8H9KmIiQTRYpyFnD4nlEkZb0uOOxqU7bT082IFBnywDcIIeKCQwiNyRJFXwlN8BIfEgsNFxHh32Kkx7/tSwgIJKTYk8drujYkVFyA2WzKMLRM8sh0oalmimKapwGPB6MrIpa2GwgyMq0nBDcgdZJztPuBIqvITIUfI7I2ZEVOlkeICrqA9eOhGR7JMkWW6QOx3JApyWw2OwyaDFIaTJbjvT0QZdSBFxkBDSqgg6bd7mh2O0Cy3bQ4m/o8T3eZT7NYhBCHkUo8rPRPc7cPsbJRsrva8+SLJ7x6dEqhNbt9w6hGJJLddoc9dvTWYrKcfrcnhkCwILMDAefw/YL0hMyxaRumN0rOXliASLk00+mC6/0OJRPH1FQ5ShcgJLdeusvDP3nCxMxQeKo6485LM1zzHD/43p/xN/72dymFpt02zJZzdnFNfZzx6rdv8fyrt/nzP/iQ3//+99k1K1545Q4X338HJUoEGhtD0k6aiMnMYdiUMHBlVZDlORdXa8ZhYDqt+MpX3sCNPd/74Z8wOs3N269gOsliVlFmmuh67NCy2wbqOnEMrq+vks22TFHAjx89YDKZYsfA9ZMrTk5OOT29QV1N6LqBpmmYzWZMJhMg4mxCqtkY8W1DZtJuFQHeC9q2IXjH1eUVRVmklkH0WDuyb/Ypu6lpaHZbLi4fs9lsAJWG233HJHic7VitBWVRMJnOCCHRszbrPT/8kz8nK3LquqaoJpiJYXKaUxzBKFrswd+fiRKpUtEQSmHdQFADppDIInK1uWT0PY+vPksSLjkQpUvqD6VBeDIjKYqMoe/SGs6hZx8S3xMpiFKgpUrRxzEidAThEVJiDFhniT4Q1QGqHCOCg3PPh8QUlQLBmGj28SnSUeJ9QOl0X0gU+NTeS2mwB1vn4cQaY6LkeyueaYu99zg3QvAHWPOB9+CT+03JtKONPm1O4qEApUihv/7181FAUdhgGWLk4vEOOWpEHyiFooyKfoDpXDNdGop5jsprhCvR0SV9XmgJaqTINDpWaCkhs4xeEQNkRlPqGju0TCY5Oh8ItMCYiEFKoUtFtxsOFO0kB4nUyJjAHCKDGCTNzjI4iVMaqTRRWrRJKZKoiJaKShRoFFoMxGh58vCaGAJCWNIay2H49JNjRyqhB8CCVKAi0XuUE4hW8Nn793jp6zeJQiOlwYaA0oZu3+LcSIgBWU5pwwrhFa73iNygBAgxEkVMaebSM8SeSZ5zdPeIMCS31GQ6oV7MuLp4QpVVSJGjpKF3A5PjU27cfo7rqwuOiikhCvJK8vpbz9NuWv7gd9/hb//7v8woehohmEwq9nFkKFuiD3zrb73OS2+9xqfvfsBbX7tLHge+98OPiMUxmdS4wROxKKOTIHsIjHjyzLJcHnO8XPD5l2/z4os3ic7z4z/7mBAUwggeP7rPydkNcuOZzWaM4/hsIGJCgUaQmxRqp0uByhTeDqwvBqKQtONAN+4JuBQNIgvyvGQYBpp9iwuO+WKKylLo4dgPFEbRDQ3j2COVxNuR9voxYuxpujVN37HabuEwiLJjz9g1iaJuJSoarOuwIQ1IbAi42RKtU96P6kaMkIRhoJCaoAXOjWz3PUPoKE5BLSIdLdGPKQJESXJTUpqMrtuhM0d0niBSrHDq5URMmYFMmwZUByGgZdplKqkxQjOrFjTRYJ3FhR6ExOg0xAkHSlIC7KQh6kFcgiflmQmpUVInraZOg0zFoWBFlRZ4IkFJZFQIH1EHqE2mDdZG2mZgMZ+hSk8Iw6ElEAlKoIxJRZSIEho5phZaskHLw/ApElxK73TWM/oeazt6NyYteMzgcC/GEGH42WrXz0UBBfAe7ABX5w25qGm7lrqoaJodeamYHk0pJyldz48eNTpcP9LJPTp3FFNDaBXFZIK1DWUJl9cbgleUdYGzAWfTdND5kYzk4jBG4YNHG0E3tAThD9G5SVKlTWpya6GIg2VsO4RJTXStNFYmVF08xLaGGBnGAdunoiikYr3eJl+vgKcaSKHUMzqNEAdobdpygkj5NIcePkT4/JMvsN230UWOVCPODxhTMQ4JdlFlBXltGL1jkhXshhYdcmJ4uqMlrfAh/X29G5ifzHn4+QXWD1xfWW7dfp7l4gbRddQyY3CRJkZ8hBdffY3z83P2m4bJIkdmAl0rvvndN/ndf/x9fv+f/5Bf/81foGlWqGxGVU1TgcERzchCZ/ziyddxwvM3/tavcO/BmusdSJPTuRFnR0QUjN7jhWAMgX03UNSBO7eXvPTy3+GTTz/kRz96j7yo6XuH0gbrHevNGmN0cp1NZnRdRzykTw5xTDdmURC9TcmvUtJ7i/eWYezY3E/6y5defJmqmOO9Yxh7tDJMplMQgb7vKYqCLMu4uDhnGAbKMmccB3bra7abDW3b0g09bd+nLqGQh6MrFFUF2qCyksViwdBusdETpWYcA+PQY8cRITwyegqVwRhSZHMGwVgG2eJNivEIxoIQiKDJdIaRGVpI2q7BaIVSGVoXZEagTI7SBiFF6sf6ASU1QeZE4VNYnJIpmSFGVvsGYzJilOTRJ6Cx0inrXUTSU6gTJQlFFDZlJQUAeQiRyw9v5wNQORzszUo8C8wL8Se9VIE4pNYpisxQVNO0wfBpZ6sEaAxB/sRY4L3HW5t2m0qk3rNLmmgBqNxglCYGCEScr9LrEWWqN9YeQDeecfx3uAcKyZHTbjvGXaAyc5qhgywScUznNeWiwJQFBEm73VOIyHw5pSg9o9mTlznYipPjmzx48iHRS3bXO8rimLqusEN3ID4JymKCUANRQZaVNN2WalIzuktGa4lCpsmvc5hc4oIjF5JoHUZqrJQoJRLlnIgyAqFSkmIgPuMjmjyjb/e0/ZhwXQcXCKShkTxMH4Fn8QcxxmcaTnkAeCEil0+u2V7uOHlxzl41xIPXXAjNZr3lZLFIKZyZSW+s0eEdz1Z/pECIFOsqtGSMFjPJ8GLAxQ7vNR998AE3bt5GRIEMgdrkdEEQgqOoC159/U0+fv9HTCeHpEcN1dLw63/n6/ze7/6YP/3B2/zir7zGftMwneYU5QmjX+O9YzorCIPg4skVNxc3+PYvfo1/9N/9U5575StMJxUXT3pyU6CkRirP6Ha025FuaLl146sMfcGdO28SmHLvy/v0dosPEaU1bbunG2YImfijQzsQgL7pCZlOyapAnk1AQJABGRy97RmGHc47rlfnODdwcnSb6WRGUZQIIVmtM27eukOWZWitybKMED1FnqdJM5HdZsv5+Tk+hBSEZ0eyokYqTWaytHuyIzJCWUm6XcA6j5CRuihY3jlFqoz7Dx6wWl0wNFtmkxkCgbUNeItSEVF6dAXBeIQGLTOUVxS6IDMZWa7RSlNWJdY6ymKOkJGyqKmyGjcGopBU0wLrGtbjNVKkJFEBSBd54dZdhFB07UAzNsQDKU0oRTiQtIiB6CVSpIjvGD3BB2JUZFlOZnJyU9INAz4kW3I8DKO89YSQYsyfBhTGGNPASafXSSpNOPRAkQe532EQKkSKMhfPIMseLQH8wYUlnu2IDywosjwjxIimPPwuaWAdosD7tJP2rviZ6tbPRwEV6Siz3W4YupGx0UQriTpS5IbZoqSYFURFIpK3kbwwBDMgioFJnbNf9czyEy7XK6yAwUeck5yczFgelTx4sAIEzgaUKNAmodzyzCH6gbKcMwyBprUsjzUIhXUW6wUoEDplx0/nM86HBonEjeMBs+XTBP6w2ZNK0Y8tUkqKsmYYHYEklj8wY9Nk8V9zpfSiRKc5wGkIo+PxvQteeut5Hlw+RPgR4xxaZazXO6y1BDxCS9zoiC4y9p5MaCICpZN3NMS023DBQgbFJMOFnvn8mE8/fpvZrKIsano8cuhZ6gneRJyInN64xf17n7HdtJzcWDKEDmkik2XOr/7aV/n9f/4XfPTujDe+9iJduyOva0yuCHbE2YYqX1Ldusmm2/KdX/kaV5vHODIe3lsjhaPdtygEIvYE3/Hiy2e89OLrrC9XtG1ktrzNa69/i9nijA/ef4/NZpVmUFLQ9D0gklBcyNRfFAKtDHVdM9gBhMEYhTERvxmQBIaxZRhGpFD0fcv11Yoir6mqmuXiiBAlm+2e4+NjJpMJxhiCCNw4OyN2FhFCAp+0LVKpZKcdLUJ7ltPFs6GSd0kOJIXCFAXFdEq3XbNbrxj7kdniiF/85je5fHSfP/7hH7NrLyhmBaaQVFODqkEUniAs0afdbSZLZtWCSbnAGIXQnuvNNXV1zPnlE4zOMUpS6JowCITNuHPjBRazKZ99/h467BPMO4yI4FFScfH4EqMLiqJmPjnB2iGlJohIlJHRjdjDcxsP7FrnBVoXKG3QwoCTdIM9gJQlMYqDtCm9t1N08qF4pqlPagmIFIWshU52Ve9wPu1yn+KIlczgUNQzk6WojzH1cb1L7kMO8dE+gJRgfUhMCGGIQiFlQGiBDCpFZ4eAMv8O05gCAet6Lh5dYtuRbi8gCAqjqeqMcp6j9MG33FjmZk5ZTfDGoiqPVBn9LnB8J2c7rjCzyH7TI9DU05zpcUF8MrC52tJ2RxDvIGKGFKCVQ6o9Kh/wQiZd5RCQpTwg1w4MQp+GCZtxwAnIhGYYhqRBFTG9KCL1c50NECTOeXZdQzt0qWkeAkmTybNkyCRbSi/es8HSwT30zOcZJZNJzfp6TdM0TKcTtptLnOvJs4rNrqUbA1nniNLQjg0iSMZ9l2Q4IhJTW/VAQEr9KudHposprW1Y5kt0Hvjko3f56te+zc5FjBDcnuQEEblutigpefGll3n3x39B1QSKWUUUPXmpOL1T8K3vvMwP/uh9lkcLnntxwdCuqaclMmj66453f/QpR+VtXr/7Gr2P/Orf/FXe//gD1usrlOlQamRSK17+la9z++4t9t2GH/3oHe7fa7lx83VUecIkwvPPvQARPvnkI/bNBiHFYTcPqsiZzATj4EBlZLkhrwoKWUBUOLtHKcvNsym58Tw5f5w8+ZEDTm0EPMO4Z7u7QinNxdUjLi6PuHXzLkVRJdtrP3L39m2C8wyjJQjFvu0RSmIjNKs1ziVakdapiOda4UXAZIaizNjqgna/w9qR+/e+4Pr6CW+99jLf+aVv8t7n7zE9TSevKC2RBPTwwZGZFKFRqYpvfOVbCUiD40fv/imLoyP6JrCsb4EYca5DhYyT+Qm3Tu6iZcGT84cUuqBwJc3gE5XLpAn3GCP92NNYe0jZ1NRVRZHnFJkhuu4QmpfSXQkBGVOirggKUNgQ8VFQljnO2UMrKkmczIHKZUd7CKFLrTStDCEmeRshEqNDxcN9FNLkvzAFQmXJcCIT61YKASYnhBQb433SGCuV6PdKGLxzKB0OypkUBSSkIooEf5ZKPKPA/XWvn4sCGgn0o+PR/Uva7UDXRgqTUZY51SxHFYkI7zqHESlb3OLIS48uJbtVjwsKx4jXG0yebHhG5WgtiNqhKuh8k3SBVmDyEilzVAAtrhFGpCOEjzT7lqqeUFQmcRCVQvkUeOXVQaDs1WF6qZ5NzFUMiKiJLvWmlIx0Q4f1Psk/wkHCdGiAP215ymcs0MPHp0bnw7MDUOYFm/WGse1ZLmZY2zHue3Kd451nvdlT1TX2APGoioy+awm1IyqNtxGjBFqVtH3Kz5bSU00SMaj3A8dnJ/zg9/+E2WTJyQsv4ZXn8e6Cu2e3KXyGHy1nx2ecH91gdbHmZrZEFwqVBUTlef7lM9qt53t/9CeU1S9xclbR7do0LdWGG7dv8PHbD7j/8QW//u1f4Ze/803OVxf8rd+8xf2X73P31pL5/C0++fQh/+Qf/3POL64YrcWHCSK7olocJwtkVfDqy69SVRUff/ox+/0W7y2ZkVRVzjCAygukTD3LstJp0Dhs+dYvvMZLL97lz374Qz7/7HPG0aZFJR6IpmFkt08i7NRWSRqJ9eYJV9ePmM+OMHnGdLJkdX3N0XLJ9WrNZtehjGYYUm9SSk3TtDifAkymOiMzmv1+nybNKuP2868wrUq63TXvvvcXPDj/ko2/4LkX7zI5qshyhQ1DKiYqEpEEqXExon3AR88nX35EoSo2qxVGZ5TFBCkLvvb61/j08/dZrZ+Qy4LCFDx59IjNdosyMPoGMXoyp1LP0ENQaZcpBEThkm9eqTS0HCNDOyAQaEwCvIyWQBLmp71kwIuUfRWNom1HJBGjNFolnTIxndzGIaKEJ8sF0fsEnNHprvCH1pgUAhnSQEpJRbCRMA5JBaAVMiaOBlEQQ0Qc+q8CkxIhREpnkEqAtKn9IElHQFL2GSR76b8kLfwpr5+TAgrDEFldN6lP4yOmMmSTjLzOUu6NzBCRlFKYK4pjhah7AorNds/i6AiMRXogSmzvmVdziiLHh57JrKKa1jivGQZFPZ2iRaIW5aogN0kmIjBUkxnD4MgHT1GAyQ8iejumoyFJwxZ9h9YVEnM4ZgikFxg0IxGhUiFP7g91uFEDUibykj9IYWJ8SqIn9XUEz/qhAEpFqkrTt3suHl7wwuQFcpUzMOAJaCVZry6ZTnKwFkGga/dY7wg+pB1tgAAoVXC0uMWuyRiGBhEVRTHBjZF6kuj7777zDt9eHDM5OmHdNcSrJ4eIDsesKvnGV77G97/3PfpdxyIrUUGh8xwzg9ffkFjb8/0//lP+zm9/F5mLg+UPslzw+hu3Ga/gg3d/zJsvPM/dG7fZ7ja89upLOGv5x7/7/8XZiuBzlvMXaLqWza7h+vqSvKqoywx84Patuyzmxxwvt2zWe4TUnJ4seP21V/nzH71Lpku8h9woMqUYQ+S3f+u7eGf5v/+Df8DHH33JatthnSf4p8YFUkgaqQ1jjMFkGiHBxY7NvqMZLlA6I89mXFwcs5gdI6VgHHpEf0BgHdY/rRKcQwiBDwGRaerFjPVqRdc39OPA1YVFYdGFoFoUZGcZu7DBTGSKRg7+YKtMqETEQQ4kFIOzbPYr9nGH8JIbN2+jpOFoecLq6pJ2t0MG6PYdn28/JwSPznKCGxHK0/cdw5j4p3ZMsSxZliGlJM9NihHOFkh0GgCZ5NUfg2W9vUg5ChIkhujVQeieIDEISTiEIAo0KitQWh5UEhohIzGmwvl0MhCCI3LokaIPESHxkC2fyFuCMZ3YgiKKpLIJ7mnip0RETcqk14dc+6dvfpPmAMnHhD70YGOM+Kc91Z/h+vkooBE2m479Zjg0pyGrJWYGZiLQucCoDOyIIFCdlLAMxELStQIpaxanM/btGml0CuCSGq0Sj3AUDVlliFpiY6AbeggSERWajEKVGKmYTqbYjWJ5dEqMsN1cY6RBlSlEzQ5JZJzgBckrqaVMN1xUSd4hFH6wOBcockPXdoe/Ma16qfeZnBfq6ST+MCV/2hd9Olx6WkCljuS1QUjHl1884PlXXqHMK7Ziz+gseW5YX19zcrTkaDolBEEQI62PBBuQWUg6vyCwIWCtJcsm5FlJdCO5LvGDQxvD9GjK6nHLl19+yevTOVEIVrvNsyCvbkh91+PjYy6unlDVJZO8xgeHUQOzeeSNN28wvt3ww++/zS//zW9T5gqpJd0wEAvB/KUjyhdrHl8+4LXXX2G72uCJbLctp2c3uL6y2DEHUXJcHaHNikfXj3nw4HNyoyiyHOdGIoJ6MuHk5JSHj+9z5+Ypi4khMwaZFShvyTKoysjf/PVfZL9+xO/9sz/g4nzPvrF03UjvfyLmTqeDBH9OGU7/P+r+NMiyNL3vw37vdrZ7b661V/XePT37ghkMCAIcgAAoUKQIkpK4hUOSZVq0wwrZ/kbK3xnBDw5G6CvDIQcjZFmkHJJIBcSdAAluwAADYDCYmZ7ppbr2yv2uZ3k3f3jOzapuDICZsRkxOh3ZlZWVeTPz3nOe8zz/579IVpUZuzJlFDH3+NDRDz1d27Naz3HWCbHbSkpAiomYhJtZNyLV9Ccb9vMeu3u7WJvEwo6I1YngNyTTcfXWDrEayLEb1XmKmLwUmGDG0ySjTIkxksXuB8+mb7l6cJ0n7z/GaM2Tu/dIaMpSM9uZkFPG2ZJrN65xMZ9zPm+JdAwqkwqJ3ja1oypqXBYqWdcGVB+BBYUTb02NFnOWwqAoyEkK16gZxrpCMF5VYLPDFJaYsry1mUgAtESKKws6Qg6kEIlhy1feWpErSBpdOBGixIhOGqPFCCRGRcxJzIaiCCa22n1jZMRPeSygSlJ1VZZo8Jy3H5bHM/8/lMHv6iuVUnvA/wP4JNIw/u+At4C/BbwM3AX+bM75fPz8/xL4iwgJ5/+cc/4Hv9/3ODm9YL0aGNpEoRyuytQ7GltHtBWOU+x6dvZ3UNNEXw4Y5Tg/a5k1hwImI3d933uausTF8aJAMt+VUYTUMcQN3bBE6QptFJWrKV3JtJnw9FgidLU1pAhDLxLM6MdMFy0v3NBl4qAlaVCJI1CMiUZZhuClAAKL5fISX9vyPHMWorjEGujLLSSMyVofHiesgiKjCsPTk1NW6x7biAHu4D2Nq/C9p9t4ir2a5DRtFzDKMvSeoi4kyVMlYgpYq/A+0PVrysJQmZIYI8ppDm9c5ejoPe4/uM/V67fYO9gjJxnNjHN0MaFDYO/wkNPFBWfzFa6uIWtckZjOQGnLa69d5+1vPeXu2w/4+Cc+ismKXb3L8njBYn7Ku4/fxreRWzevszhf8u579/jEJz7Ny6+8zGS25MG9OdqUGFPy0sErNHsN7z+8x7337xL7gTsv3KGsGtquJ0Yvm/MxTC56DyYRo2dvf8aP/egnefLkbf7FL/0GZ+eRR08XnM7XDKEnMxLEt/QyLfi0sQZrLOhEUpLnpJUbydfiVhRzx2rTsY2dMFrjjMUoTUyJ5SqQzsXpqCgKTo5FxaSUEqYEA1WpKUtFXWtUAUQjWU5lhTGWoEX7X2SFM46MIuiCqqwpXcF6uWH35h6TyYzVYsnebkNda06XHcOwQWfQpiDFxL2372OcJfWJfuiJqrtcEKmo6YeONhspjAjGqHTAhzXWFBhlSDGRWukWE5k+BFSKWGPRKqC1ZXcqAXe+D4QciUR0Fs9RkVeO+wKTSTmSUmDc1IrNjuYyWywPojyyyqFiJnmNssJpzSkSx6wtsKOFZCTlDUxKyqqGLI2KxolBD4asQKeRexq2Ovvv7/huS+9/Bfz9nPN/qJQqgAb4vwH/JOf815RSfwX4K8BfVkp9HPjzwCeQWON/rJT6yO+ZzJkzy9MFymtshFlZMKsdttRkB1EF+m5FVjXV4S7UGW0gDBB7aHZr2q4jGk9tC4Z5D8jWPhEuMRRVBrIZ6IYL+rBLxT45J6wrqUzJTm24v75g8fSUWy/fwu9ajO6YaMsQoC0sXnWY5FhdLHHOUNYV2klIls4KHRKOgsH0JLdm2S9JOpPVgMoOnZ9RN/QYshVHGknO265zLKby5OCqgmgzUSV861mdXnAw2cfaiq73YAq0cYJlth1NWTKgqLRl1UX0IP5P00kFusH7jpwMtbM4LZLWYDoymYPDQ5x7FxUHHr//LofTz6KswudIN3Q461BkmE5p9vY4O3rMer5ierXG+4xxFdOi4PaB5upnrhGiZcYOSbVsWLMxgeN+Q5xWpCLw7Qfv86lPfoy+bXn88F2++c1v8iM/+gdpN0vaLhKyJqB59ZWPcnh4nbe//W3u37/HZrXgyrVrNNMpZWExSXP89DHq6gGx7/HphFu3G37yxz/Kb/76V3jn3cfMV5FHR6ecnJ8z+CBTgZKFpRoXD6pIGGfIRuH1ODqbYoRtDE5D1IV8bgyYLX83K4rCUjhHWVY4o3BWwgvLylKWwsu8LIwhMYSelAeMTjL2Zk2K4loUI+SgKEymKCzDMJAYTbcjpC4yuMSsOeTiyZy1WtPUJZiM3yR2ioZiOkPpjCs01jicK6nqmqHvCdHTh8Wlgc3gPX3wBPIlZSsETx/9SLkzWGvGM1IKV9u1hBAIRNq2xfcDk0lBFTOxW4/hhiLR7HIUXvVIBVNkkh9VZygxB0Gs5krrxH2JclQuBRSZHBjhBEAlEVN4M3JIJe3TlhCTxtmaHM2ofS+w2PG1FpyXnAlJSTSz1YLlfh/Hd5MLvwN8CfjfSq3LAzAopf4k8JPjp/1N4BeBvwz8SeC/yzn3wHtKqbeBLwL/+nf7HjnD6dMl/SpjVEE9rWQ5YSwqaULrUZ1kYrupAdPhlGF5tqRwGlV1rIczjJUo1a7tmLkd0iDWWVZts1YySQV6v2QIK0Ka4HSBVjVGVzSTGszAEANlM6HJU4qoiV2kGxJYGVF01ixXSw6u7wrnLCdUBgekfqBbRazOKBXpfU9RO9JI6H6+uYyjX+h2ZL/ERcfF0WjHSFEICRqtiEPm7rvvc/2Va5JZniH4QFFVbDYbQgiUu3sychtD2qwJg0drTd/3wrfTQqdJSaJm0yhvi0OgLEvqpqJbe45PjpjPL5jsH5BQxJhJIVAWBUVdc+P2HeanJ7TrDdOmwGpLbQr29idcnWVOjhfcvfeUn/97/zOf/wOfpWwMu1cb2j5wdrxiIPKrv/1r7O9PefWNF3j/nffIUbi2L966ydGR52KZKJwixcCd2y9y5/YLfPlXf4W7d9/jdL7gYG+Pw4MDySA6WrMzOSDEBdeu7/An/tiX+MV/+s94972n9L7g4aMnHB09FanfyLUVOa5AKEqJqbAecWitM1pHTM4YbXBGjF5sWTKdToXwba0YHakkWVBDJIRIH8D3mdh6wlmP9wEfZbxPY8HNoyUbKZATI9k8yhirhX6GSmgjI+1WuqgwVE3DwcEhxydntOs1RmW0AnIa6UJgxjC/orSURU3TzBDbRLHay7qXRYqSCUlncFqkyXVdi5Zdg3XialSWFdZJlLZCYbKlKRqKqqCYCmndWfm5lXOEFBmCRynFJqxJOeGcfSZZxhCChOwpBT4nfBpwRos6cZAolqwCPgUyGkeJSUbc6mPGZkVICQIUpqJUBV5F1DAGGxqNyxaNZ+gHiVNW+dIqzxjpSC9jxb/H47vpQF8FjoH/p1LqM8CvAf8X4HrO+bEUwPxYKXVt/PzbwL957usfjB/7wKGU+kvAXwI4uD5hfRbolpGJqTCNQjeA0YQuY3WmcQ27e1OSFQA8D5rl2YKdw10GLggsMUrkZ1qLTEtOjkyIHu2EC6lUIOmeIS2J7GFVhVEV2tSUdU05s3ShA60w1lGoCmcdphRJWDbCG2uHFmX3SEqkcE5pXAKtAm27ZFKWRDxDGKiaElMEfD/SmMYFkdaaFOMYrKW2zws58YG/l3WFcZasIyFF3nv7fX7kSz9EZQuM1vjgKYqSxcWcIQreqY0jhwGDIvUD0TpxnB+xV7HPg5AiOiuM0fR+wDjDdDahb+fklHn//l3eaHYJWpGMGhepitViw6QoePHWbR68+22uvvQqt+/c4vTiKfP5BTEPeDrqHcv1O1f47W9+nT/wY19gGDw37hyyXG/ohkQqFXcfvc9HX3yFs8Upb7z5OsvlgvXygp3ZHsvVEqstfZvIs32u37jJl37ipzi48jV+89e/wpOnT1ktl5zuTLl5eIPz81M+9ak7fP6LH+df/dI/562379ENjrOLM05OjmRc2/Iax+dXGS5vZFppNOCMoiwNTVUxqWvKssQ5x/GxLJGSD5wvlwTf0w+ezei0z4jfSZbPljoj2+WshBQuUJAeOzQl0sIk1m0xaeIltUaiXUQGCVoZjHXs7e5TFAUPn5wRfUAZybj3ScyItdaCd/uMCpnOR5TuyGfdeAMf7+I6jEYh0ilqJQyTrV+DFLo8Tkfb5ytd8uxyzqMLk8AX25BNOaclsM5acWrKRuJElFYjbcnQTKoxygYmk4bZ7gxrIbtMWZU0rkZVhqzF5i5ri1WKHHtCHMZ8LUXWEH0geU/yAiOgDTl6fAoMWaaK7RZeGUALHppCJsXAs4nvezu+mwJqgR8C/ouc8y8rpf4rZFz/3Y7vtM76HRyBnPPfAP4GwO3XD3K39OQh0+wV6CqSC0vOiqaYUESoC4cpE7pKYAyL855+CNhag/IYFIXTdOv2UrrVNDWFs7TRk8fuVJmEKxMhbQipo8hTlFY4W2GKmmoyYbU4I/kOpRIhB4as8BnZ4mktWThelExDGLBGE4lkZbGlRTmodipON0v6occ6Q9VU+LVH5WdGImK8my9zar7jk28tVV2BkWUVSfPk8TFHj58wuzKlsI6+CxSVI6TEZtOy6XpSlm7RKkPfe2LBuBjZ2ubpcdspI6hzhWCCObO7v8vF+Yo4ZBarBefnJ0z390GP0Q1dBxhi8Lx++yU+89KLnM8XvP3uXbrckcqBogFjHS5orul95m+d884797nz0ov44Lnz0i2+uXoX7yOPnx5x5/ptegWmsiyHBbbJnBw/QBmLzpqzswVQU5QTdvZmfOoTn6apKr78a7/MfL1i0S64OH3E3t6b/PAXf5L/4X/8OxwfBbLdpe0D68U5681SIja0wRYWPYojtt2/c466djR1RV2VFNYQQ6Bre9p2QBnN2XxJ312MN0BR5mSl8VmSPDN6pNQkofAGOfml0Axj56VFE64yShmJ+kVgFkaxz6WUZpQdKjRFVbO7u8fQR+YXpygybkyuTKP8Io5xFhqDEM4hxozWsgAVuzlB01JO6MupSEbbmCRyWI/OYMqM5+s4DYljmJyvgoAo8ihc2OL34nMb0T5TJPlYlMjb8dyTn+fkYj0qlGRTrlGQA0oLjCX+EsJGKJzBuYqiMNgiMZ3WTKe7lEXDzmwysgYcdVMhKKNB+LybceFYCNEqCqQQEdVY6SyVrcWr9fs4vpsC+gB4kHP+5fHv/x+kgD5VSt0cu8+bwNFzn//Cc19/B/g9M0NjiMQu4ozGVQZdKpSDPvWs1rBna7qhY393D1VmUjbMz1cUdU1RWVDiQj+pdnjw+AmlmknOUukwRhOHiCplT6NyAC0Afkw9mQGdnbT/rmIy22P+eEMOAWdlfInajmRpMVCO3oOOJO0ZUsRGi9YlQWVUBI+HMpNb6T201UymNaHVtOte8JykRj6gSEKNMTKmZ4g5jHlGGW3BVVYuCi3+oO2i5947D/n0lU/ijKGjIxHQ1rBqN3TDQIiJ2Iv2O3QDqVDoSniuSmW0yePo5shjNxZzRiVFPdtF2yfkIMuuk6MjZjs7WK0xJhOHnmk55aVbtyFseOedr/ONb7/FzpUrXLl9lTZ3hOwpjabZqfCD59WXXuTt9x9x48ZtjNGUTcnBlQMenz/mydOnHJ2e0OxNOZ8v2Z3uo5xlP4Ar9vnnv/grDEPFaiPBOXX9JlcPbnBwsE/VVHzl17/M48fvMz1s+Ol/50f5B3//F/jVX32H6ewWzSyy2ay5OD8do5al6ybKzVBrTdM0l7xPcmC12nBxvpBeUil5XkbnIR8VWdnx/a2jVkZncXEf5wYuV8JKOketQSfBXUW9NqZObisTEHMij8KNHMMlX7EsS2azKcZYnj56yBBksZRHIxBUJhFHJqYsL9VYlLccV1TGOU1ZFrjCSgS1EljLWsMwBBQJZ0UFxGgFGNRYeNUIIyQEM1aXv96odBMHsxQlIDIg0nafI6QkU+N2ssqMz/3YLedRrQRoXV5mxgcUOoswJQYYOs9mHMFPjxcoVuSk0CqNU4REl9TFhLpsaCYl00nFZNYw2SmYTKcSHxMG+qHFKE/qepZ+Scr/liI9cs5PlFL3lVJv5pzfAn4a+Pr49p8Af2388++MX/J3gf9WKfXXkSXSG8Cv/F7fI/pIHhKTphZCeyGbt2QiphDgd3qwi6ozycLQerr1mis3rlCUhn7oiDkwtIlu1VPXM6xBXGf6Aa0UccuhRegOKIixQzGgKbG5oq7EbPksb+jWA9UskV2iSwpZsXisNjw9PyPkNUGv6TJUeirS0KSAgrqpsbWmfSr5OdZqTJGpdxyt30gXGMwlAViKlxD21XjRkmVnr2xG2SRLSqXYrFZkD/fePuITn1NYbVEqENNAWZecL+fc9APWFXQhMSkqYr+AWOGDwjkplKQ4nsBSuBMKY0vQCl2WVFUlEQ9B4zc97emcnd1dJrMZe9ev0pQlT54+ZdktMLs7uL0Ji27DZIiUkynDcI4uZdm3M6tY+sytq4fcf/cd3vjoR2n7juu3bzB/eka/WjJfnXH9xiHfvvstCtNwfecKy4slJ0dHpKRYtRe0RxFdGOpqgnMFs1nFpz/xGW5eu8Zb3/7X/Kk/8Yf5V//iX/L3/v5XqCcHLFct/RBYb5Ysl6txJBbZoHA8HahM3/d0XfccNrc1+BZLObMl1I/Qy7bzUiODUYHoyZ/jEo6n2PjvWezdsrj/pJCJJInyzfk5T8yMIl5KfYWSUwCwWFywXm+QTlEy1IUuJYbCz4jgebvT2l6/I5Sg6YdA1jCthdSfVESbRF0X5FXAh0RyiaJ2uKqQawSZmkiKFBIpRMgS92GtFMEQxGczeMX8Yknw8rwlJdCQ1kK5IjNyS4UHGnI3drVKPHi1JWSNSnbEcpPcvJRFGSPdcQaVtMhitQIUXhlMhhQgJkUIgXW/Is8llTTngMqJqqpo6prpdMr+/oyDwxlVUdJU1fhY3/vx3W7h/wvg/zVu4N8F/tPxHPnbSqm/CNwD/sz4gv22UupvIwU2AP/577mBRzheIWeKukIVmqiEN+m0RWVFPZky3atRVkwIzs6O0DoznVlSEiNmYxTBd8TYI+rFSFkapjsNyS/ZqGHk1iHdgVaEnEZ0KomrvDI0TQ0qM5/PKadTFJaYxlstQpN4+uQpxVRjTMA5SRqEJPSVEGiahgTcf/hAnOlUguwpqoJ62rBZtsJD02o0YeDyIpILycploCJp7Egro1Eh0W1WQOLBvcd0m0C5N8GZFWEIVK7i9OSU5XLJ4cGVcfx5lrpIfuYsnsYokTRuHLRCbgLZUzvFzqzmrI2kqFDeo73njZdfpqwb7j16yPvtY5R2aFeSTOLw5k0eP3jIxcWcW9ProCKxu6CwalQIGbTb5a2370qwWzlB68zB9X2W5+ccXxxz6+Wr1JMSpTOvv/Eq77//Dp3v+eznP8Gv/8Zvc3RywYP771A6R1kaYrhOWRZMJxP+3J/+Ob7+ja/xj/7Jl5nt38aYAj+sxS1puSTlPEYCj50myGZ7LHzPnvv8XDGSI6dn+Ni2g3pe+rf9/A//uT22kA05Xn5VREjmOTEuDkXTb0ZpozFyrsYUWa9XozmxnIOXj57F/SslLv/tsojnZ05fWz+FjGboBuZpTlkVzHYqCmeZTWtS8HRDEAPr4FFBTDisc/L7pCywWlLE0T4xKoHTTO3IEaqoKasZR4+PWc7FFFkpgTa0MRLhUWhmOw37ezOanSmL1YJMpqwmtJvI/GxN8oOwVeTWI6+Xk983jz6fl6+FUmCcXNsqo6N04wq5rrTWGFejlMBwqz6x6Obce3wEOWC1wigo3b9FP9Cc828AX/gO//TTv8vn/1Xgr363P0RKYnKRDCQLyYgmVieNNlrywW0gG0fXe9arjt3dHYrSEIn4ITKta3w3iAdggqospT8wCZ2VZLJoTYpcYpkxidZdEVHaYIxs7Qpn2Ww25DTBmoIYDUoJtuWDZ7Ve8eKNKxg7YmCIksXmhB8CRslNYblpMabA6UzOAz55dGmxgzgmbRVC43NGjEK+VkYBkazE9MCV48+0WOJbT86OxUXL4wfHfOLm67Tdink7x1hNjolNu+F64WimE6IPOOcYYoIQSU5c8bdmsyFFUXhphVJy53doduuahT/j6t4Bn/v4Z7h18zYPnx5xfL5gEz1pUuOU+DnqoJjuXqGer2nXGzaLnp3ZDkPsMVbh4xLbOPKi49atGxwfn3DnpR027ZKdwxnVTknbrTlfnWILxfzijHbYcOX6IYv1U56ePuCjH3+V2YMT3nrrLnfvKqEuqczhlT1ef+MOVnkeP17x8qufZrkaMBrOTlcMg6csSyAz+DBiv1tJLZdt4mV3mbcMiO0/POvmLouselYkpThmtoV3+3UhhA88jnhnPltcaa3RyDkIjEbAW9J+QCnplFGMI3+SxdIo9d2q13JKHxACKKUuWQQ8973kfQBFHCKb0OKHgZ3ditm0oalqMj3DqI4LYUAbxGO3sMQcx021waRGvCGCBOkplbGVRifIDl547RbzkxVPHh/hh0HoRlmUQTlDvPCs1guqxrB7sEs9rUBnZrOa3VnD6ckpF6cLhi5Akk7Y6FHpp834NrpEaYN2BdaI5Z1RYPOYNipPHmFQZGukkdAju2dc5qosr18//K9YygmgjME4jS6s4L/IRtQaR1FVqCKBUWw2PUY7Jk0zniyOlAxV2XB6co7GYnVB6RqMdcQkLkUiBJIiqI0QpVPOhBgwOgIOYyShr6pKVqslOV9DqBbpUi/btR2Fk6x3MKPjTYmlRAXpULUSakTbDpAspdPk2BKzIqlMUZUMvieHJBjtcxeA2M0ptMoUpeWlV2+yuzsl41nPW3yXiUF+j/t3H/GRT78yyuWkU3LWslitOD49IXYtNgrG1foBlSzeJ5SSO3aIowWjMqMCZJTQKceL12/xQy+/yeHuVe4+OOZ/+Yd/j80QuPPKa9iyosuKEMVwJKPxyrJ3cI3H6/e5ODtnVt9E2ykXq3OKyqGsxnSeOlkWqwVd12LH1/v6nes8fPcuZ4szXGk5O1rw7W+/xSuvvcyNO6/y5MkxX/2Nr/PKq3fY2zvgK7/2W9y7+zZ1VbJ/YJhOMt/+xjFVc4P9A4P3Dwl+w3Q6HQUOw/j8Cml6W1SMEWOX5zvG7buXRi+oDxSonEdHoec+R95/VgiNkYt9u5y6fGwpn4J/js/384e4No0FWQlGrnQeGQIjq0SuFmC0QBx/5hgjeRRviKRx/Bwlo64aNchqlEaSM6GHi/M1ReG4euUQH8GUorHPJEIcaNuBxta40o0Jr5EUA0YZdBCTnZQ0ZNDOoApLion9GzPq3ZKHD49YXKwwWaGxpKQI3kDS9CFztJ5jqiXT3Ql7O4p6WnDnhUNu3t7n7HTJxZMNm82GGPtRqecER97ehLTGEkhJE4YOoxWH1w5wlWOz6YghEUNG9TKJWTvGtTBKP7UiKak/38/xA1JAFUFlqEA5wYl0slSxojQFufTEIkMq2cwjTbWHLiqSNvguopMBPKenpzRmSo4BbTPOgbOK7BU6KyJBio0y4/gT6ZPHqIQmolWFdg7bQLs+Q8eXUH0DAyQsSWU25xmjpuRyF+emTHVFmQw6GVy29DFRNg0dc9brFc5OUVooFiZZcjBoFK60+NiRgocAKjnIRkBxo6hmBTdf3Gf/eoWxLd3ac3bWk5Lk+6iseHjvMUMfMWVBtjAMG4rS0rUr+m4jC6aw4bBomF/0xNSgkxg7Z5MFo0JoMjqJkW+tDYf719mrS44fPeXn/+E/5P2TUyY711FGc/z4ES+/+KYY1OaIVwqDQQ+GSTFhpy5YzC+4WE7ZO5gSgkYnhbaZohEd9s1rBywWF+xfuU7sE3defJGTkxPOlhv26gOGsOTk6Tmf++QX2N+zzHYbjs6ecvL0gsLW/MEf/iL/+pf/DU8eG/7sf/iH+ebXvk4f9ymrhqtXDpg2jocP7pFToppM6IYeZxI4h1cdKXvBNKMm62dtqIgb1CUBVzq9rXpMeJiiFkuXHV5E8MWUIcckC0FlRrgJtgQUoQHJ5l623KBGnE/meNlCp1EWSYa4Hc0TZC2OWlprIYIjdLKsNFpJ9yu1V/DIrARbTQp0Hsfe0V9T6YQtHHVViSClBZKlayN2VuAKQ1SRHCwxD3Rrj4qWYurQ1qCcFFftNBlDGCzRSydstcI5DS5ROsVruy9w/PSCo/tnxN7jshnhMzVaDiaij5xfbNisB4pCs7PbMNttuH7jOjeuJE7OnopScZnFFD0rkXkqMX+JQ8BWYhxkjKEdWoqdkjdfe43Z3oQYPYvVBfOLJfOLNet2xeCBbKlMRaVKHM9udN/L8YNRQDP4MFBUBYkOg8HiMCrhSqBMaFfSbQK+jexfb9BWTpp201K6kqGPdJIhPrUAAGT7SURBVH3LdDohxgGUuMzLOGOw2lKVNX0vvpEgwL9PW0NZfUllcZNSTOeMYvCRGPPoqgMnT8/HDaJBYSQrxhZoNKmLhMFjdwx+8HTrnpk9YFqV3Lp2E6MbjCnx/YBRGt92LDcb5osNm7Wn63oSYnR885Xr7B5WKCs+ko/vn9BuPCmJ7toYw9GTYxYXS3ZuVVRVRbtYU5YF87lYpJXllNgm2X5GUX5kbciBMZNGsGKlIzkFuq6l3t3lom159OQhZ0cnnKzmgh/1A3VdcX56zK0rL0LlyEYWGlvsMKbM4ZWrdF3HarVmsjOhbmZs+jMqa4Agi5tgUKnD94OQowvHjVu3ePrkCT4KafpiveJ0s+bO6y+zOek4uH4AqqDKM9bzxMHhDn/oD32O999/h7e/9ZDZoeB1+3uH7Ex3KIuKJ08e8PTkiKEbWPmIK6SQh5Av3dOTeq77TLIg4jnMM48cyZy3hVZBilIEjRkXTNIxbsnY0hWmsQ6PjzWS9rfxLTGlMfNd3ICk9VXPdbTPUlpTkscJIUpCaTGqaoSyLt1pIYbZ3qdLTuclDPGcYCBnGYfruqEox7E6ZZwpGDaewSehEjaOolLkbMk+0PUdSRuqSUlRVhgnS52cxSMhhUQaJJQvA7qAwjhygpsvXePq4R4P3nvI4mxNTgmNk6iRnMeCKHxVnyN+vmS+WTKpS67t7fHSK3e489Itnjw548mTM9brnuTlOSSDyoq+8+MzH/GDp11uOH7wlHpa8fKrL/DC61d5/SMvEIn0YWDT9axWPYuTBeuLjs1i/n2Vrh+IAjoiSGiNSNtyRWUsRkeyDSSXidmwWnSUtsI4QAdSgKFvmdS7LM5PISuctZf0FG3MuHEXmoQxkkWTRk4nQExhNCIQjqQrDKY0FGaKMpqhD8QoWz+iYnE6Z3ZtRmFEuaGUIYaEjRo1yEirUqLddIQhoa2iKiyr5ZrNakEf/bg4ko4jDCJJK5uCcmqwlWL/xRnVjsUWGaMc995+yNnTFqKVEV+JkqhvW548eszBnY9QVzWb+Uq4iDnTtq1kditLjAqrLGFIRJ3Jdsz8DhFTSLpi7+Xi1EWFT5m1VkyuHZIfPabSBav5hsoaUg48eHKf2y+/Kpr/y3WzjPRFUTOZ7bBebViuOsrGELPFB8mLMkbh+0hdlIS+xzU1627DlWtXOT4+YRg8AwODSdw7P8Ks96kmNS++9hJt9xax79mpdvi5f/9neeOVG/z1//t/zf7+63xi7yX29meXbkJ13QCZFLOYTcRM27XkGFB5LFwiI3uGfyIpph8c6fOImY7FM0sxM0pf4pFyjAUTkfUqpcakyNGukC1ncssJlTc5/8RnYTviwzO89dliavuWYMRIxTBawuBATFAkfC1dbref/R7ypzLioWCsaMcVsshUWdPYms1mYDG0FDsFzX5DWRZkE8Zcop5uLR13UTmMlY455wAWsrWEQbDSrSm4cWKwYncUr33yBU6OFjx8/wjf9UKHirK8VSnKY2hF9oGQRS3Urzccn1sOr+xx56Ub3HrpFo8eP+Xo8THrZU8cFPg4jvWGnIUtkIMIRFKXeeur7/BbX/0GN164yusff5krN3eZTCOTmeL6rQlaW1LK/Po/fPd7rl0/GAV03AiDjB+OisbUOJMoJxWqLOg9rJc9t6/dwtgBTMQPgRQ9Bs1q3lO6CeBIUeFsjTWlAPKIVNFaxzAE4gjAKxIxi0mtToasxEChKguKwqASqCBqjpwy7aKjW/UcvHiAMQqrBTivoqXsBeMZyKgcSSHhQ8CUiiIrNv2c84UnKPuBLiP5jPcDaVhzcG3KtVeuU9WS7klUvP3WA+ZPWtRQkUMaw+nMZffy5PFT3vSvSRSGFpme1lo4j0l2vW0XqF3BJidUiqRhwJWOSVOTtMXHhC5qUk7M24FmOsVOGtQw4ApHn8VJZ92tUQU8OHrAnRdfQhGJAYwVo9yYAkOCyXSH1XLFctWiiwlaF3gvCyWlFEYbSqtZdR5TF2y6DYd7V2kmM9q0wlSGIQ08OXrKq5/6OCu/po0d1cxi9koujk/50hd/mm985ZtcObzBN95+m02IfPazP8Te3j5GW5pJzeHhNfp1J+cJCr2as1oHuiGJLDVJF7c9LjmKSj1bNPFcgR2L6FZxc9kh5m2yZBayuJbFynZfri5DA8cOc8RFc8y/I5ng+Z8o521B3RbVEV2IMJLc0IhqCYTOpLc3qUEI9M8vvqy1WOekMQgBp2WacUoTfaQuKjargRwMy7ajW3oOr01oDgqyy8SkiD6J56kGVxSURQV4QvQknTCFJQwBQkGKnktKrLPkUnPlxWvsXz3kwbsPOX96Ib+/T3ITSAmLRY8c6JgjQVm6TvP06ZqTs469gwkv3LnGKy/d4OmjY548OmF51hFGCEFjLrOV+hxpV0uKsqS0E84erfiFd3+Fq9cO+OgnX+bmC4dkJ/LR77cS/mAU0Jxl8RIVShtKVVPbhsnU0Ex3CUm6zxihmpT4vEEr8ZlUOWKUZmgTRjlU0lhXolSBokQrIRGnHHG2vMxnTymjVZYUyNRhyCRke1sWjiJZSJI708cozuRPTgkhUDiHsw6NogiWKRNU34khbRKMat2uxYjBZciBnSsV7QDtPEluizBDSFphG8vVm/vsXW0oGk2pa87Pznn88IjNIkIsUGhU8pfyQK0Uk6aiXa9Yzi9odkq0NfT9gCsKVssV+7t7hJRY9wMH05rQnjNpdjnc36EoNH3f0uYIoz+puHQLLIGy+LBhtjNldXRONXVs1gsqV3OxPOfi9IjptatiKeY9WIsrKqGRFTVFUbLedNSTAu0EK4w6YRXEwYN32OgYelnq+OjZ3dulazeY0lJiUSozdD2qLCiaiiEPFNnwIz/6OR6fPGA9BF57801WQfH4yQO+/OWOL/7wj7Az2+Pu3ceUhYTCHcRA1ArjDCl52s2akIZnCQDb/ytRwHzAYFdJUcojU+T5c3Z8TzDRkRCnxqXNVvElPN/nCpkIkQRfDWks1IyEeuTi/w4L4S1MAs8lFyjZ9pusMHa7hUeWTYUCn0fyOuKK3zRoIwbKIBhkjvLadG1HXRWkMJBTAdHQdQNP1itmm4aDO7uUdU00csMfhoGYxKGrKAtM0qTo8Wmgcg7dW7wfG4UoCZwgstl6VvCpH3qTJ3dPeP+9B3Qbj0pZlFtZkYLAFrZQBCXay5wtKRnOThacnx6xv7/DzRs3ePGFO5wfL3jn7busVgPRQ1CZpDOjtRYDCfyK0hZc399HDfDlf/wbmMry2sdf4oU3blLv1t9X7frBKKDjm8qJImvKCHVRYiuLtgUmQX8xMJ1WRL0BIgwKQqIuHGkI4DVVbTCAMY662cWYWiy2VIQUKF1Djg6rKgpbEnwghYEYFwzZMWTJli6LEhvGFy3LLTT5zOnTcyY7U/aaHRozoUZT9SV6cBQJujigTU12is3Q0g2RQCRqjyo91Y4BSlaLgaEXrtpkVnPjzgGznZKisPSbwFvv3OX8aI61JcWkIZtI2MhFrTNoFbElVBNxWl+v5kx2b+CqitW6p6kmLNZzuuABxSYuqWPP7jSzd6Uip8zp+ZpIlujjcZtrR1304CXmIfjIdHdKOjmibAztJhGGiNGJRw/e4+NXD4R3pwxr36GDQqVMVBFXNZhhju86Gie8Vh8jGiPmJ7HBLztiVriJo+87ptMp52XFzsEOp49O6I4yr19csHf9GhQNk51DpqqgLmreW96jbTp2X5xx7XyHbBSnj4/5hX/w9/nkpz7LbG/G6dEFQwgkpbFOmBn7u1eZny9GhYyoT7YsCOC5eJVndKZt55lHCeQzfXsS2abKmKwIz23lxyoJWgZzrTVWjx4I2zN+9L7Uekvb3H6v5zHQPOKoz+vT1XM/W8b7SEoa68x2/4UySXwQxi50Op0wqafkjExhIZJ8GG/imdV6yf6N66gQQSWU0jAo1r1ntT5js+i5/dINpgczTNGTVUdioN3M8blgUlSUzlIYsXM0KoMt8EMc9eYZnRPWZhG4kLn52nWu3Nrhnbfe4+nDM0iZNCiyKlApM6SIdmmk3QkckpRBu4aLeeDs/H12dia88doL/NgLP8r9e4+5f+8x602Pj2LKksbn0yLw13qzoXQFt2/fggzf/uq7/MaXv86NW1e/r9r1g1FA83YDCnY0NFitF0xuHaCsZxh60uj5mLM4t4QhkgbNZDrl5PiCvvPs7UxJQVG5GbPmAKMMORuxsorgbDmOaULXidETfU/XRyo3xcdEGMDZ8Y46JAok23q9CawvFly7dpXD6Q47uaTpMmo5iD5XZ2LYkJMnhUxo23EpIRkt2mqUzdja0uhMEWA622H/yg5VXZJ7uP/+KY/vnxB7MFmTXCLojmZWUUwkCiGlMGJQQvlIKXJ+Oufqjds4OyHn5ThkahbLC6bTmqYxNBOHtYbHj8/os8ZVteBYMnWOskJxg2rjmkKLwYYrLE4LdcSVDetlR1FMeHR2xKuhxxQ1nkTOEWcc2ih8SNimxHay3KsnJc7WDDERUJiioFCOovM8Oj3n1uwWXReYTSY0dUMOnkVdslmuefjgPgc3r+F0Q13ucHXX8u793+ZsM2e6v8d6vuTmGwfUOzVX9ic8evcpX/m1L/PKy69gjRJJYVEyX60ul0NVVbHZLFFIzK+cg886ypyedXrbcf4Zjem5bpJxpP5wQKC6ZHx+8PPV85+ixmjfxFYB9Ty39PmU1ktK6u9C1BcakzyOdc+iKowe34wor7QW/mMyimGIhOgJMWJUZmE8+vZNMomUJMxt8CI0MErTrxKP756zt05cvb2DrQxRWUKOhE7MuyeTGmcs1cgUiMmL54BBVE4ZQlIYpVFG0bPBTTWf+7FP8eThCd/86rdZzwc0ihwVxoPBP4dDy8LJYFFWY42m3WR+87ffpmkqbt68wWd+5OOcnJ7y8OFTNsue2ANpNE0eF+1DhrPlkklV8eYbbzL0HXffu/t91a7vb3f//+dDYkYzKmUsCkKkmVSU0wLlNOtVS2FLmqomDh7fR3ybcdRYNWWzimjrMNpBckyrKxhqNDVWz8RRSWlSHohR9MgpSYfV9x193wuR2QfhCWbJV5G4lUxIPevFkm7oxRlJacqoaE8uqLKhdjU+ZYJKFI1B20g/dIQIIWW0tSgr7uKYQDWFmy8ccP3WAYrEo/cf87XfeJuH750TW4vOFpW1cAJzxvue5XJBUTjqukKpTD01VLVIP1fzDdELDOKsOFJBpO0WuDIz22m4OF9zerRiNR+IuWCImhAUKW7riuDE260ziPbeWsNkUuHDgCnE0LewBcvNitPjI5zWpBhIIUBK+CFSlA3W1biiYvAJ32dUcgyDZogK7RxtWFPPHGEYCMHTdi0xZ7FRM5qdvR2SSty7+x7dpsMazcsv3WFn1vDo0UP60NPFNdMrjsk1w5WXK1762BVe/dgtyonmvfvvcja/oOt6FLC3s0thHc5aZpMpzljZfo/H5dImPR+lYj5ULNVzhZTLzTnPLXvkmXzWQUqmkL7kk24fRwrCc9v+5+b2Z8T3D27lP/A9nlsQiTiASzs96TBHn00t3M2u29C2a3wYRvxUindKiWEYhN9cFOQsZst93xKjxyhDaStKStI6cXzvmHe/fpfV2QanCpqipipKUs4s1yvath2XR5qyLjHOUk9qZnsTqsahrfBoU85gEp6OZX/B1RcP+YM/88Pcfv0KuewJeEJKhBAu89u991L4fSYGRU4aRYE2E0I0PHj0kPfefxtXwic/9QZvfOQFrl6fMZk5TCHWfNpqscKziY1f8/7D91lv1nzyk5/8vmrXD0QHegnIo6iLkoO9PSbTGoyi95luo7m2dwhZ44dITBmnSgpjiYNBqxJnM0YZYjI43eB0I/JMYyhNg9OKZDNKp9EazI3ONBnvIfhEJpIZBMw2Db6HjV/TDWsePXkM1uCa+lLB1NQlcfCs44bBJULMRB1ABxabJdrKds86Q1E4rAs0dUVZOkJMPH14xPnxnNhDGBwKSzaJrPzIO8xgBEZoW89Apq5qptMdysbgKkPW0LUD3aZHVcjdvt9weGWHosnk7Dk9bVk+WXN9/4bITpPEnhAVWA0jx1FoMttikSkKRz/Awd6Mi8UcZTTWKVLwWKN5fO8+t27coVCKGEEHg9WOSTWj61aUjafrPKtlR2EbcraEFCm0QpmI1YpJXbBaztF1QduvqKqCsnC4w5J+k2nnLXXRUJSR2C/5rd/8bf7lP/913vyhj6OsLCj2r+wxr+aEIvG5H/8Euij4tV/7Bk8WZxzuXSEul1w5OGTQmrOzM9bLJU1V40M/4oG/x6n5YWUSv7OYffjztjr5S8vClD6Igz533m8VUSorIehvodfnPw9+Rwf8PElfNu5jHhPIjVdprNWXURch9qQYCLEUg3GTZcpJmRAz/egZK3SpQAjgjKZwJYVx6JTFhT56Fj6wac/ZvzHj1ks3qWYO5QxJSZfYtR1lU+HKkqK0KGUISbxobbAMQyDlgI7P4rbXmwXOKr7w4x/j5NGS3/zyt1jPu7HZec4+z1pRFVKIlNhoTHQolTCqQMXE4vSC5dkFs9093vj4y5xfLDg5WtKtNoReLO8gi7+E0azjhncf3/1uq9UHjh+IDpSs0LlEq4JpVVOWClVrTFnQbhL4CmUcq66l7Tv65YbQiQNR8IpZfQtDidE1VTlDKyf4p65IKJSuiMmONBJD2yeUqrCmJmUto+UwwBAxwZB6yTZCB6LK9Fnx6OQYO2kwk5JYKjaFx08K8kwxmDm56MGCNpoYoN8EjDiAgIGiKNhtdom94uHdY+5+6zFnTy+IQ5blmQJUlO2tAMKgE8444iBWskRDu25JKlJMS3RRkLWj7QLnFytykniIpsko3XH85JTzow2ht+BkhK5VgRkyJoofIsjFl5MmRbG48zHgc0KXJblw2Ekpmuik5PcjUpQlJ8dPaOen7JmE7iNFttS2ZLNa0/Ydqiyp6oqh62g3geQTYfB4lVGlIdBRThSbbolB4zdi91bWJYoo6aMhsTjfkIdA7RxPnhxzdrLhra++x/J0xWa5YL2Zc3Bth+nVggv/kC/8xEf5w3/0C1y7vc+629D2HUenjyhqS9OUkBMZIZMbCyDGISklshJMI6tEIo6LpfE03RZODRhRCamRrvO8nv6DstA82rNtPSfHQjva3qUQySkTR5xTK1nuCDP/2dT/4fH9eYWTImNH6eI2nbK0JXVZUzjHFq+NBIbY0oUVgRatEm4kn8cEfQyY2oEWE29bFGIqYhQ+J7oQ8Fm2+0OXOXo45+2vPeTk3gITKpxpyEaTbaLzA13soMhQgqkMptDowlA0JbYUelP0QHQYVeBDZr5acXh7l5/5Uz/CK5++hjLjc5Yg9j1x8DKFDhuGbkPfdvi+JydFToaYHCk5tGo4P93wztvvo1TmjY/c4tU3rnJ4xTGbWsqiBC12eVFpsim/r9L1A1FAxd3aYVWJsyUUBt04UJrF2YJSFaikaFct3Woj1mEEoXVkRd/KqGFUSVPvoIy51AinpMi5ICcxQjDGsFiuGIaE0Q1Ns0eIgejFU9Qg8R9GaxnpfWCz7FkvBuEWWhjUQHTQ6UQoMoP16Eqz7tYkBSEmut6jtMO6kqKsSUlx/94THj04pl0Hyb7JRrbrSl1SXlBccgu32dbee0Q+JDha2TgoNKoQ7qofWtbLM1arM/q+JYTMatlxcdaK7DMrqqbgYnGCAfLgySFILk8Q6GK71xBn9BFS0QZlHGVRjmKFAWMtrnAUrqQfBo6OnhL7HmcUbbdhM2xY9yv60DN0A03VYJWmW6/IXrKiYs4krTBj4mXbimuV/ByGpt6hqmvKpsBWsDw/w+aMzpm+7airmsXFhnfeusv8fMVyvmJ5seTq4QGzWcV7736Dg92ST3/iVW5c3SVHT7vuePT4EUpndnZmVHXFdDrhuRXmeDZ+qJNU6oPFSsmrI05WW7VR+p0d6IcI8dKBfujfRz7ottCmnC7x1K0jFzzDYrfH79YBb4VPzjqJAU6jSfIYvY1S27osJPixoIu5dKYfOopSpI5VVVNWlZxfweNDGDHM0XkGDckwP9vwra/e5VtfeZe0hKltKE2B0pBTZL1cMKzXEhRZOYrSoG3Gume81ZTyuJcoSElSdn2K/OiXvsCP/9HPs3OtJuSeGALJR2If8K3Hbzx+M9D3A5tNS9cP+JDE0cmVXLl6nSt7V1ifr7j37l0KpfnoR17jlZdvcvVwxrQusChs0tj4/ZmJ/EAUUACTFZOioqpqbFNgaglE82vP7mRGaDuWx+dMTMXOZIpSsnQaul78BjPo7JhO91DWgWJ01y6weoLRE3IyFGVJ13c4WzCpD5k116nslHbjUVljL3XMkRwzJhnmJyuMqphMJhinwAneqWpLbCyhMnQqQmExZcm6H1h1HrQlxLSlVoPa+j9qch75LNuPazW+e0mquVwkpJDG7XBCG2hmNapUeHp82qBUTwgLFvMjrLa0baYfDMY09J3caKyDtl/T9x05BHLwhOAFB4zy+CqDigmTFMknEQg4iZN2xgptbFSzWGNRxvHk6THL+YrSaEJsWXULkg6gAqU2TJopdT2l32zIIWJG3mlEkbXB2AJQ8nMlIYhrU2DLBtcUHNzY5fHDdyANHD09Ym//KjHIa338ZM6733rAetmzuthwcnRC8gO+X0La8PE3b/PCCzMODmqsMXjfM59foDVcvXp4iUFuC9jvdlwWwQ90lvIqXeKh2498aEP+/NZ8W6RlKZJHulS6/LfnifPbx0gjDPCdoIRnn8fYLKRL3DYEjx8Gtm5GWsnEoWWVTY5ZSPzES2qVJBvYy9wiox0xbkd6ecs5jTE2kKMi+UxYa56+e8Zv/rOv8vibTzF9QalqXCooVUEegtgwpkRRWKrSyuLVGYpC1FApyw2dLHlGfRc5Pr3g8OVdfurnfozXP/USlIqcpdlJQyYOieADbdfRdQN9Hxh6cZVabVrm8zlGG64f3uBw5zrnJ2vee+c+yiheffUOd25eoVCJ3PXo4fvLRPqBKaCFhqZyGAdFY9Ea1vM1Cs2QAqfHD7m+t8+L115gWu9IfozS+GFg0kxwxpJTIKQgBStpVDLkZDB6gtGNmI5UNSkGtHE4M2Va32Rv+hJ5qHC6oipKrDOEGBm6gX4zcO+9+7i6opk1chd1lXAuVaI1mc5lBp2oZxNcUxOUovUR7QzoSFGJUbRx21F9JA5vOwCk69RjgVWjGa8ZO+mc0qXDjisN1cSJZZ8KuEqxc1ijbGBnOqFwDUU5kVjbqqBtN6Nxs8VYS9tuKLVGRTGmvexyRjmhRuO0qENyEv6gipnD3T2xFxxfL50VtnCcXVywWW+oFDTOkNPAenUBsUe7yMV6ia0aKZQj1poyBDIhi5GJ94HlaiXdaL8Go8awL8eVm1fpwpI+tTw9O+Hwxm2a6Q5hSBgajp8s+NY33+PsYsF8uSTkwK0XbuAq0K7jtY8dsnM1Y6eRorKXCxWtxavykrc5Hr/b0ub5mOl82aXCtvA9Xzi3h34uHuP5giqPn57Z3LFtED+4qc85P8NJ4XcU12ePyyXeakZTjC0N6xJGuOR9CgFZMNcoFnBWiwLPaYpS2BrbzKzgx0llfEMr8Q8YC7KKGpLDppq0crz3taf8xr98m/N7PXQFKhpc4ShtRRwyoQ8U1tGUFXVdUpYFZWlH+75AJpCyKANjyhyfL1iHDV/4ic/yh3/ux9m/MUW5RCQyxIE+dHgf8d7T94N0oV1kaAc2mzXz5ZLFuiUmTVUfUtRXuFhH3r33EOscX/ziF/jkJz7Ca6/e+R4rlhw/EEskpTKFzTSVwZUaU2hCjJyfXpCTY7G5oCoCBzs7hC6TjEi2rCtIsWXvcJeuP0ErJU5HOdEPkcJaAZpVgTUVeYCyLFmtOsGdkqbUO+w2JUPVofJAXWl635OSXGDzi5au9zRXZ+CEEmJVQVYJnz1WIXGq0ZCHjKo1nff4ECV7xUS0y2ibsE7hdSaPzuRZbV3LtyOeeBpu7cpEWTSOdeMFUdYlrtA4o6irRlylVKbtezablqrapyhL2n5DVZect2tZeqWMKyuW3YoqzIjaYpO7DDPbFgLvA1YntAXQGG2xrmI2tVSVw49E/ggoY+m7jvWqJfYDk6ZgHRNRZZbLizFttKaqaprZPn1/hg6i488xg1WSN541y/mSw70DhtAxK2dioIvgbfVOScie9eC5dnWf2y++yMmvfo1SO4ytOH56hqoVzr6InsLhziHF1LFezrnx4iEUbzD/Z78u7lM4Qg8nZ6f0w4C1juA/GOfwYTXQc8PzM9L7+BpdfsUHxvOxAI//mTEnKV/qkZ7BJM8qprqk8l1+H8W2Sn+wQF+iPSN9P0tUx5YKlUcMPY8TTsqZGBNxkO+/LeyXpP6xIBozCgD0GDc8Fs0QwnOiA2k/ldbj2C3u9VpZSIbQKS6eDCxO3ubqnT1e+Mg1dq5UaFNinSLGgaH3NHVN4cwIIyWGvhdjk5hIyYsbvbEYatabjmF4yN61fX763/sS3/zNt3j72/cZukGco7wBBL9OSiYqgoUoLJOQNIVJGFdibYOmQKmOkBSdD+xd2eNg7yrwC99z7fqBKKAAVelo6hJlFblwbIbAo0dPmdUVe3uWO3uH9EOi2j9gGE6whWEx3zCtD2mqktnOlBgyOIMqFV1smaopTpdoXVHYAvqMMRC7gA89ZZlp3B5Nc5Owalks36OqLCZZGeETnJ6vyLrElQ7jHEEr+pQxMWG1UJ6IjsFbSJqoPasxm7woKtAR6zJGS7HYZrKINZg8/bKESKDTSIHR5DxahUaJPE5KtobNbsl0x2EqS+gHzo4vOJ0veP1jr9H2kQS4QmMKUFgSmi54nCrQ05JBRYKTbBg3iI0dWpM1KCf+AUlvXc4lbkHbhmjXzGYFR2fnYB0dnjz6DJzOl1xdrChihXPgtUaVNUo5Sif509pZWBuUV2inhaydFVVZMLVT7h89Ib6QiX4gxSiS2srhh8DuravgA1pPsE3DzsEOQ58ojCJpsJOK84dL7qsn2Nfv4NMZ+7Ndrt68Qus9t165zh8qPsMv/NNf5eT+ksOrN3nnnXusVhtSCmwlk5fF6bnljRxbLuZYALPYockhN8GcwmiZiCyhojymHhVEatzG2zHQTh5KXxbhZ43rc3zUS6TgOU38iGtKZ7r1At3mFG2J+BmU8DwxBowRhsilR2m6LPTWgnIKRqVWN7R0oUXnRPaRFAdykmKqtUJle2mVx2ikqPXWkUphksFmC8FyenfB6mTOC6/d4M5HXqLYcXgdyUrc8a1J2MJSGDBRDK8HoxDn/rGZyAmrZRI7PT9ht6z55I+8wa3Xb/Jbv/o1zh6fkxIiXVbi0K9sRsVMjk5oaWnAuwFLoFCRnWoqpjf9hkdHJ3g/4J48+b7q1g/ECK9QlEWDMQUhJkrjmJ+ccXr8mNJlru7OePhwTtdpmskOm17iWP3QMWlK6oljuluRCOQcKBz0wxIfWzmJssKaUrJpLFwszlmulkIbURmraw52X+Rg93VMvo7OO6hYo2h4enRKWRbM6kIgBpPJOqJyQieFVZK3ncerLqbAerNivenQ2qGNxblCClLKLM9bhjZD0iMy+sxRB55dCEpLdGtWkaQTyUamhxUvvX6DampYr9d0rURRbJdAoQ+jH6lGZ6G1OOcYBlHcVGWBc4Z+6IUDOMoA8QkVBVXYMgcyihADXd+jHSid2NndIUcFeeswLn6K88UCpYSe4qwT0YIuQGmGIdB7L/zRZobPhj5qfDZ4DK4QR/mhG2hX4tQfYxofq8BYy6QuWS3WWFOSY+bWjWt07YZ+3ZK6RO5A+4KTR3PuvveQPnrO1nNWocNMSlaxY/f6AT/17/4YV25P6cKc0K9R8fkUgC1Z+/mPPRvltyPyB87aD4/7l6M2GCVO5yrLpp30PBbKeGE/P9LnS9ORDx8fwF6fG/NzzuOiUcEYzrZlE6Q0/j4f+vrn38SXwOFMSWVrLAUk8fj03o9OZeIPytgNS46SBNdlAko9c/R/ZuCjxyhmS7dOvP31+3z5F36dR986psg7FG4qkyGaGLxcs5WlLEsKVwiEYEAMWrbduMGagmXb8+D4mHq/4Wf+1E/xmR/7BMVM4UqFBVSXSb04Mg0+MAxe8NE24dtAaQx1qTmdP+VsdUJ2GdsUeH7P0Izf9fiBKKBaa2aTCa601JOSGD2PHz7k4HCPF194gbOn5wxDzUuvfIxAogstWSU2yw3D4NHW0OxMxO9TBawOxLTBx/V4UmmsqdHaok1i3a7ISjGEjvnqlE27oq72ONh9hcrdRIUG31k268hytcaWSlIDdMSoiNMJp8ApC1FL3LGCoirwqWe5XtD3EbIZpXSaohSfRZKibzO+U6ikJUE0PSOzK2XGyBFQRpFVRFeK229c5zNf/Ahuktj0SwnwGreXAMGPQoA+YJSlsGLgUbiSthUHKIiUpWNIA8ogo+uWRB8zMcrJKusq6ZqMsyhrUMaws7NL6QoZSI1E7lpX0A8D5xdzco5E3+GMhpjpB9ncRrG7xJWlRPBmSONoaZ2hKmtuXrvJ+mIjz0/vUeiRfQCTpmKz2lCXU0KfuHHzKodXJfJ4aD1DO9JhcsXJ0Zr7954SUuJ0cc6yXZMNRJ04vLHDv/fn/h3e/PwrRBfIJl6ef8Czhfx4fHjT/fznSj0ZF4BjN/esoKYPYtpZhv4tPrkd7+E7LKe+w6IK+EDxVc99TI83sS0bYBtzoNQWg33ud9oG3WmFthZXlJRlTVNOmRQznCoFm8mC82YlxHPrLNqKT+3zrfl2ccWII2/jio3VaCOppCoZ8I72xPO1X/42/+of/zqP3zvH5RqdnYz9MZNH+K2sBBeVJdPzyzcNWKxrwBQcXZzx5Pwpb3zqNf7IH/8Jbr10BVskylLc+0NI4uw1BIKPRJ+wSYx9zk6OmC/PaYdW6GNaY8vq961T3+n4wSigStFMSopSMdkpWbdL5ssLrty8hq1mLBeZV175OEVdM1+fk3QPCpxpqMoJRVGJR2GhydlDGsj0+NSOeTBGukFtUBZQibZrkXDTjiHMCcHT1DtEbxn6ROgzp6fnJBUop5ZiWjDdqSkMNEYxKQsqV6FHJ3utRfscoud8fkEYi0YMiRgD1mrKyqFVRiWN7xVxMJAln12KlxqxUTnJMYp6WvHmp17llY/eYB3OWbVziY0daU1yzSlxF4qZtu1IIWKNJQSPc4U46ufEdNpQOIsykkkevGeIkQBEpYhKkbQiIbzElMUhX5sCpSxNU+OsghxGY16RuSqjeXr8hBA72vYCZyRdMsREPwRiEt/QwlkmdUFOAZFASbcUY6RvB6yyaIz8DimL9FBpco50bc/B7hX29w5oZg0/+3M/RTmtaYdITJpN6Ol9IqeCk8dzHr7/iMH3LBZz+r6T5MnoSWXkh37yM/yRP/OTmIm9LHzb1+/Dh/rABxWXCKl6tp3/IC1pPLIYebDtLPNIYxrxxzw+t/Ch4vi7UKfg2VJq+zFrRShSOIcr7OUCqCgdZSkesYUrMMZchujZwlHVNc2kYTKZUlc1zhTkoMgeoufS/zYrNRZQM36tTB6j7xzinmY+8DPL85BAD0AQRCNpjLKo4Dh9uOLXfum3+dVf+i3OTzcoKpQqCVHhh4RzBWXlKMdNfVkWuJGDTJbFlVEWZyv6PvHk6JSiUvzkz/won/rhj1IeKEypsFbwfT92oeRI7RxnT49ZnC/xfST5RBoyeI1O/5ZoTEqpN5VSv/Hc20Ip9X9VSh0opf6RUurb45/7z33Nf6mUelsp9ZZS6md/v+9htaYsLFgJUDs9PqEyjquHe/RdS1XucfPmLSJr+nQK2qOURWlL6cQMQ2mDKi1D9gypJauWlNdoLTk4Uqgyzojn5tC3aBVZxjNOu1MG1eGz0IKIotK4OJtTlDWmdBgbmdWG6zszKix0QToMV5CxpKCpCssQFlycrSG6cYNuyVmjXcZVRvAZBXncSG7deEjjZiYFcvbYMnH9zoyPfvol6onjnbffYbNeYooCn6WL006CumpbQJCM8bYdSFljjCPbCHogx56hHyhcQ2lLCD05blDG43NPMhIQZq0RrXG2FEZytL3viSmTtGVgoNkr8TFh0cIjNIrsCtbryGYdCV7cliprsFm6AWwiG8+6X5OUQSkn0Q5kPIGrV/dYX1wwrCIOR+g7tILaGfaqavzdSpqiQKdA0opbL13nD/7E5ygbhbEOjcH3PbEP4C1HjxbcffcBOXsWi1PC0GNMgbKOTW75/Jc+wZ/7z/4YuzcmYMRQ2xhL1mZMdBe3fp0V2yz3Z+f3tlbmkZI0Nq/CECJqRdSCzyatSaPLlcoJy+ioHscFDM91rnAJ6ghf83JWv9yiK0CrROE0ZWEkTUFnjNE4o6mcpSkKmqq4hGy0ltC0WdWwW8/YbXbYqXaYFDs4XZJSog8dUSW8D4QukIYkdKesUUoKp8A2GU3ERIWJFsnRGml/2bN1tFIIHcpog7XyvGclZjiqh5P3zvnKL3ydb/7KPdanAA2JgrYVaa+zhtI5GldQaIUzmZx6QuzIOaIzOOMwpmC+2nB8ccqLr9/mx3/6i1x/eYaqe1yVJCMJw950wmKxYLVu8X6g33T4LuB9EOGIH37/avmdatfv9wlZoow/O77QBngI/I9INvw/yTn/NaXUXxn//peVUh8H/jzwCSTW+B8rpT6Sf49kTq0lHC47RxcDxycn3LhxhUnTcHT/gtdufwatA4vujFV7jnOWEBJFWYr7V46jP6Gj8x0hDpS6YPstFRaFQ+HGYClF225IKdLGDV1YUlaJdW+Zb44oXGYdBpbrBXYM1ZpMGxSSCe9USV3VZKMJQFnVOA3GdoRhzfxcDD2KwsqSRhlC8hhn4NJMPEucMxpXlGM2uwftmR1MefHl68xmJYv5nPfvPSHrzLUbe5ejH1kCtbZZ8kPniSkxeC8Xn5IESpUVVhuGPrBcbKitI/mBZMR0uB96bCjJWnJ19HbzO2ZHCX81o62h6yP1pCbFBSiLxhKVImPpfWK16mmcQ3eBorGoFEBDSKCz7KNzyhhTklTPqIpmOqtoGse773ybg1u72EYxDB06J5Qr6AZNH5JI+JQm5Ag2c/POIa+/+SJf+6132N2doRL4tcdkg8Py5OEZhVO8+dHXODs74cr1OxSlE11O9Hzk069SlhX/03/z95k/aQnDdqGHdPfbhlOuhLGQyvuMZxYj9Hk5/Y+MCrGzG3fq2/E+x3GZtN0QXl5jz0b5y2tCX4702/KqxpHcGDWS0AUKiDGw7ZWN0hgt0SRacekQZY2hVAXWOqwtRWIaM93QyShLy5B6OX9ClCWnTuQ4+iKYEdccOaAqS4Bb1ltT6czWo1RhMLoAFUg6o3D4NDrGi70+oAiryMNvP+H85IKbL13hhZeuM92ZEJJ4uFrnUCQKO3bkPuB9IkaJe94+L8ZKxtliuUKT+eE/8HkePnjCN3/r23Srgelshh86VqulPLcxiYxVjTlWI23q+zm+1xH+p4F3cs7vA38S+Jvjx/8m8KfG9/8k8N/lnPuc83vA28AXf68HVVrhVYBasxl62tCxc7hHu/ZYVXPj5k36eEHMa3q/ISvNcrWhKJxYi41cnLIsGIaemAJbGzDBFi1al2hVjRijYtO2+BjpQ8/Z+phVPCeXg9CNbOb47DF92mArsCZhrCLkIBSnMGAyOCWKpRgj63aFTyv6tmO96ISMXFcYa8UuTQsOqgtDVnHcBSiiRySSNuKaxK2Xr/DKGzepasuTR0fc/dZD2vnApJliS6FPqVFiaK28fDEkum4gJgQ49wGlDXU5EV/Fsma96gj9MydzUMQolmZxJEkPwUtmPHo049VoY8kqYZzFaMve7o7kTGWFUgU5WzKKqDI+JPIAQ9uLEQVB4JQcxuInTk3ym48hdhoG37O/v0PGc3Z+hisrNm1LHwZiCpycX9ClgYt+zsZv6EMPNnF68ZSPffxVXnvtNhfHZ/hNJLbgNwkVLI6Gpw8vePtbdzHWcnJ6ROgHGldhtMNnz52P3OAv/KX/gJuvXyMZjzH58vnNY+AYfKcx+/IvHxzyPzDSP+tUt5LQrcIojp6jzy+RnifSf5CA/8HH3orSxOVrCwElfIgMMeJTIqYs0E2SycRaR1EU45vDGEPIA53fMIQNWck1M3j/ge9nlCS95jC6zuSRJZKkZBozYp8jnLB1fjLWyvu2wIhe9pJLe2lYkxI2WvqTyL3feMJX/9lv8fitp5iuojY7RI/sOMYAQDdCFdrA1jUqk0h5IOfElSvX2Zld4fTsnJdfvcMf/7mf5VOf/Qg+LViv52M6hfwcfhjoNhv6riX0A+H77EC/1wL654H/9/j+9Zzz4/HFfgxcGz9+G7j/3Nc8GD/2ux5KK8zEQqU5vjinns4wZcXpyYo7t19E2wR2zao/JSsx7ZCTI+KcAcQYWWkYho54+cQGcUBimxEjlB3jLCElYhZ+5LIbmA8rVmFJiB3r9Tnz1QlBD2TtyQwo7fG0hNxCbDEp4vueFCIpJsq6JBJYXGzYzANFORX3IgUxJ7SzuKrAlYZtfIlKGXIg5Q07B5ZXPnKDa7d2UTHz8N5jTo/mDL1sSqfTeuxSFRpRcCiVGQZJThy80ENiyrRdLyM+mSH0FE3BerMk+AGtNZPJFOF8Cg1ru8Xf6rFlJBtzg7IipAFtFM4VOGOYNAUgzvfSMgWyhadHJ+SgSCHjhx6rgLSVJ2oSSvDQcbEShkiOBmtKDg4OMcZycnqG0oZN1zFfzlEGLpbnnK6PeP/oHRbtGV1Yk3Qga8/J6UM+//mPs3+4w/nFBat1S86Zdr0mtAGC48G9U9595wGusJyfHBO7Aacd2hg8PXt3ZvyF/+O/z0c+/yrJRrIRyhhjJ/r8xv25s1b+vy1qHzqf82jxh9oWz5H/OXaZzzszfeBRP/x31AeKsh4XQRKbkWUhNOZzKWVQIwyxVbkpJfxQa2Skdk6KZ4yRTdvR+8BWJWesIYR4eYMFhDiv1KWKf1vMjNUjPq3GxzeXjACF8C9jFP6pHwIhjHzSkUmQgaCEQ62DwfSO9dHAV37pG/zrf/JVnrxzxsTsUJWNGHxn6WrrqqauK2keVCJET06KECRG59q169y+cZuTx0f0mzU//LlP8wd++LNUtQMVMWbEarMmB5GBd5uBfvNvWYmklCqAnwP++9/vU7/Dx37HOlMp9ZeUUr+qlPrV9aqjmpZs+g2L1ZK9/UNSMhhKDg4OwAz0acVyc4GPAz4E4pjnHqPHx4GUhDs4+B7vpXMR6y5PVnEcqWQTWlaydFLKYFwBJnOyeMj5+gGRcxbLE1q/IemAcbC7W1NUkBlIDHTDin7oEMnnuInM4rizvOjxnR7J+5btptUYizJIdPNlBINiMjO8+MoVXnvjNjt7Ey7mS97+2l3mx2IOkpAQsbpxRKSjVljKosAPns0YWRF9kuxsrej9MHYE4sJTNY6UPW23IYTIbLpDWVagNEYb4jDIiFdWl+RvMRiRU0Sggm0et2Y2q0lZgvuUTmQViTkILOITVlm6tiMnSagkilGJ0tKV5JE9oLHEZFite7rO0zRTTk/PWW9aQvCEMOCD5+RCbmaL/pyL9SnrbsViteDgcI/TsyNW7Zyf+aN/iBsvXKGZVeJSlQNd2xGDQqmSBw+OePed96jKitOTU1JKFKbAGUdQA3qW+XP/2Z/m8z/2OXShRqxPYUbqzjN0Mj/bJW27S/JogTh++BKrBEbrOIlXyZdXwpag/5108/q5rvZZ4VSXiZ5Cl0vCfcwZa8dwOCXWJiHxDFsfb4goKewAwzCwWq3o+oEQZGOttRsXmRlXFKPBSCJmJKfIKJKBqCJKRYxSVK6kdDVaGSHqh0AKkRi8uNZ7z+A9ve/ph5Y4cpq3ASdJqUuXf5UTKViyrzh9sOTf/NOv8Iv/y7/gyYMTnK6wWha20kk7CmdHGANSlolpuV7y/r33mDQTPvLaR+lXHUcPn/DKnZf4mZ/5KV595WUJBFQKpR1KSxJuCHkMpfvej++lA/13ga/knJ+Of3+qlLo5vsg3gaPx4w+AF577ujvAow8/WM75b+Scv5Bz/kI9cUBiNV9CTOxPZ/TnLQc7h2Lrb1asYksbIs6V+G5FGlYUBrLuGcKKGHuU1RI14CW2NuCJypOJowUWY5SHJUcNuUTHCqcK2n7BEBf0fcvTi2O88thKYctMUUJhNKUtsK5kcIrOJQYDfUrjsziw6TYcH3WkaCmswZAgdJioUMqS3YApDVEZsJqdqyUvffQqu9cmLJcDb3/tCY/eXtCtwGSHzhnFQLNr0I2MKkpntFXYrOmWA/06koIhDwmXMoZIHDpUSLiyQVuYXzwBFdl4T9tGJm6XUk/QrpJiHgLdfEk7X40mLINwC7OBXKBiDVlTlBURzWx/Angkj3mkJKke6wLdakGlHUPn6cOGSjuMF4PcnOTiiTGIxjoahmxJWjPd22W6u8cwJDarFlIgdh02QZ8iti7xBC42K1Zdy3yxYGdnF1UUPLo4gyLxhT/wcTBrjA5Ya4khs1x2l9vdpw/PeP/uI6ppw3x5glIJVzQUrkEbhXEDf+o/+ll+8o//KKYGZaOIGzQI+Vyc0ZUR+aNUgwhqwKiR+4lCZy1BaejRY0D4jFv8UCs7wi9bWaVgl/pyUaQuQY6tYYlswi3GqssObrvNMhpcoVBGyWOrQjDLQpO0uEYxdr7d0LFcz9l0ktyaUyTHyM6kEfqV1bKctELAV8qhTSm56VbodSZCpQyVNhRGUyiFipEYBlLoSL4lpJaQBjrf0scNOXuMlk7YaNBE7FabbyDaRHCZqD2SFgnH9+f8q3/0FX75F7/C2ZMLKj0RM+UsXWRVFtRVgTKJhCfh6YY19x7eZ77a8MrLH+HGlRd5cu+Uzablp770h/iZn/gSs90dilmNm5VQKQY6+rT5Hkrhs+N7USL9BZ6N7wB/F/hPgL82/vl3nvv4f6uU+uvIEukN4Fd+z0dWImtcr1dMZw3OOi42C16+NSPiUSaxbjf4EChsQbcZ2LmMJ/AUubokFassxsykRI5RPAyzWInlHElJDBO6vhfT2WzQymKSI/awXKzo+p6soWoaiqIYOzWL0oYQE01Viy8hGR+9yCnDwDBETs+WaFOSMUQld++owVUlGIWbWIpZz9WdXa7f2AUNx0/nPH10QugyWjlUhJy0SCEtTPdqtJPxt3QFVilCGzg/WxL8SIlJkv0dFXg/EELAVYaqrGR7bwzL5ZKwe0jhhDBdWCs4aBJMNiUxlLaXVJvRoMJK12xNhTaGZjLBOcuQxwucTCBRWMtiteSjux/h+P5T8lAScsTokj4lchhwRh4r+IhVGhDTlWY64fDgCt9+733OTs65enMH73tW7ZquC0xSIquetj8npoKuW3N40FBPp6zWkfsPH/HaK6/x8U9+lPv3HmBsQUK6qnblKasKO7Xcvf8A4zK371zl/PwJuwc3qEpLshrfDYQy8BN/8kuU05pf/PlfIiw9eEtMetyyj+FxbMftLdA5Lnu2lKWxU302kj/jd8YoCajkZ073z3ei8EEMdEtZKstCHPSjIoQwTjZSxHKSBY9WBbWr0EUkW6GI5ZgIMdL2HV3XMwzSHco+R5RRe3u7dJsWi2bwEWcKMRsZsdHLCUQBBC4dRYiQWnL2RKXxONHZZ4g5yxZfawonaanKMApeMtkEohswVuhK5SRTNxPqoiBryQtLCjbdgm++8zanqxU3bl6hLIUB4qyY0ahCxApxdPsaUuDp0THH8YTbV29R7U15ePSY9fpbWOv41Oc/S660UBozYiDddXz7l37+eyiHcnxXBVQp1QB/BPg/PPfhvwb8baXUXwTuAX9mfOF/Wyn1t4GvyzPNf/57beDlG0ihWW9ably7SvAS51s1BbjEulvSDgNDSBTW0K4GDqpC6BVKgGuiXPQpi/1WGsnKMQ3k7Mls8VBFWVTMFx0h+NGhXsNgSFZxdHR6uVGtm5rJbEJRyvZyCKK0sVWNtg7tCkwaiNkTUk/ve5bLNdo44VCOc1zXdxiliSEw2XHsvH6dWbGHHyL33nvE6qIjR02OmhDBKElAVAinbXZQg46XBPk0BBaLFednK6Ifs8nHTal0eInBDxSqpqorunZN09TML9aXS4I4eGKCpBTWamL0OEpiihRaCuu2Y/JhJJwXmqKqyUk4paenrWz6g0KPo/566Hn73XfoY08ZKjSBdghQl0QVSEkke3nkRJITSWUW6zllYSis4/TonKs3dinrim7ox0iIDqH3a1ISL9hVv2L3YJfV+pwhJB48ecxrH32dkAcePXyCNuIzOQye9fkGzJS6qbl//yFoz50X7zCfn7C/d4DTFgpLMIree774R77IweEeP/+3/h6bswEdHSEIUf2S17nFQcfz5XIUT0mksePpvTUrUWMR3SrDtJFNODzDRJ93o5friQ8sl4zWMrI+9zEh0itKYyhMRaEd2Wqi8aikicnTh54+Sxhc2kaJIEF5isj+/h4XZ8dj8KIYDiuVScmjrN5uw8SukUifelHIZcg6MWiFz4ohKVRKKDPIc2QNxkl2vDGZojIUVUMzmzDdn1KU4rGgjWawLd73kqsFZC1MkkNdiTw2a9pNS+gdxmpWXvYdZVmKmdAWclbS8Ws07z2+L/18VRGUwlQF2hmyG+l1KVMUlnI2+32q4Hc+vqsCmnPeAIcf+tgpspX/Tp//V4G/+l3/FAo6vyGjmDR7DJvEzs4eyiqG2LKOa7qhJ4SI7yOrxQZ91QGK6XQGyNIjkuhToM+RgYRWiZwDOUfpkZInJ4O1FX2/IKZeDAiiInsNwbBatpSlISOxrc1sSjNpYATLXVmStcbHAHkQIJ9EVoFNt2SxXmKLfUwhG0qlDE4ZUhxQPnDt6oz2dGB5dsGj+wu6NkKScY8srkhZjfhgjrja4moNLlGYGoUmhcDJyTlDn7HKoZAOFBixMElrJGeKoqQoCqwuOD9b0vc969WK/d1dTlcLQTy1khvJGFM8DIqyLBHXKC186RG9ckXJZrlgMmk4PV1f4nNEybOKBH7rm9/gY595A8+ATgOPHz7h9ksvEU2SHPkkJ3dZNpQGku8o64J2uaFyjvWqxfvIdKdh3a6xLqFUICRRd6EklroNrURFnCwJwbDabDg6PeKNj71OP2w4P1mglaF0lth7uosNpZlSTKc8eHKOripu37jK6dPHXLl6Q3DxGAkafAq88ek3+XP1hP/pb/08x48WOKVFnqnFMzPlODJyxhI64pdJ6xFzz5cjuGzlhVwfU0Qhm2s/avGfx0E/GOmxLbBbKaeclylnwtbTtdCiG9ciktiW7q0TU86yXc/pWaGWRVZkuyCbziZcv36Fp0dzSfNU4w08K7TNGJcF0jAaXRsMmqK0lE1FtrBrDChLU9TMmoZyYinKcnSlL7AmUZRq3G05aVpMz7q7YNMv2QzCBFEp4XRBWdZENe4AzPhc4DA4cQoLCatKrC1RSVIbcohYbdBWgUoSmujk9XHGoUtHtCMtT4vAYZuQ+v0ePxBmIkprLhZLyrLB6Yp2s+DazQOKKhPo6IeBvgvECJ4RS9GW0jaU1uHzgMDnBp8GPD1RjVSOlIgqEFUiKC0pkE4ceFIIsqWMCh0csVMMQ6CsDcY5jC0Igydmzya0ssGPFqU17TBQV26kbWS8VqxXK7qNOEuZAsF6VEkImqw0WTl01Jw+nnP6YCAFh1Gi/DFaEUZtMdqgXUFUPXuHNa7WaFtiU8bEwGLVsjrvMVmhEMIzyaGyw2jp6IYgY5bVDqMcVkvHvul7lpuWF2/cIkfFeZjTpYSKCqsVsYAQA8pryqKAnLFGkaInqxJbSJb8zu4Uo46BhNIRoiGicE2JXySUKelocTYRho7N2QXNlR28yWQn5Pe+H+RrtMAN1kHTONbnPd18oLl+yNHFkhB6MoV0xDHjswTrbYaBG7uHTBrDcpNIWbFYr5hMCn7o85/ll//Nr3F+vsboCm0Lum5AzTfsuB101fDw3im1MVw5PGCxPOWgukFhBKZBaZIOvPjxF/iz//s/zf/w3/zPPH77GB0dOSe8Ek6nsRqjEtmNnaCBHCRZYKSJXmKVwgdOhASkTKGR5y4xqtBAazv+qSgKRxSN6qXGvSxLSuOwGDZshEkSg3T1MZJUxCM0oRDF0zbENCp2tzf7cRk0yiHqwvLyrTv861/+ZfroMROLKSxFOaFpHM2sZLpTUU8ctiqwtsahcc6SrWZQo9G2ceQQmZQ1KUSW7UZikI3HVKAqCSdUaKxxYqE3ydSpAA16FHCUrkYbRwiZMGT6viP4OHJAEzEHUt5ml0lUdUKPfHIxGTfaopMsz0xVULkJzhkSHi9Bx+JHobacsO+viP5AFFCAxXzFtatXCUNEJajLAm0iMXmGPjD0AaMNm81GvANTEu9Ka0iAVnLXDH6gH3rB73IipEjEE5LYBeQMVVWKTdfgxf0pJAyOp0+ORgkbGGspioq9/V2MDWJJp4UYn5SmmlSkpNBZVCCbrmd+viL0mmZqLzfvBkNhSlKQSN8Y4PRoTQpSnCR/SY8cuzSafWfQiWwi+4cziqqQO3AXCO3A+cmSNCDLCi2cTD+IAYc1imwSffDEkEVBoixGO5qqYdN2rPuOPgScMZhoSCligNPjJ7BTMKmmskUmi1uPzmQifa8onGj1q1oznRRsNhI+51FEMoUVrLbvArqyhJjZ2dvj8YMnvLm/T8wBDAzeo3MgmwLjhDWkjWVnb8aTowXz0xVOFxhlsU5Ml7VWxPwsR70bekIKzHYmDHFD5xNDCDx+8oTJqy/xuc9/ii9/+auslxG0xlHQt4HF6Zq9wz1MXXLvvUcoBVevHzBfHLG7c43CGObnF1R1gydw+7Wr/Kf/pz/Pf/9f/13e/tqDERPMlzdorRm39WCcoSqN3Nie43mmJOdnVuI8n2LE6fGi3+a0j5iqMYa6Fr/MxXJBDH70KoAYhK5utRN3rzAQQ0IbwaKjCkQMIQ6kkYGSR5mUTkrMQrJcO5QKYxRXbh0SXaJXPW985lXq3SnKaVQW3DnmgNKQrCJaSLknKc0QBmKUWOTctWgU02aCrgzr5ZpcZBGPGE1SiNQ2I01C6AjrgSEMoKGsCkpbkXWBDwrfdWOjZJhOJvLza0PWRgyC8OQQCT7h+4EhhLEDN1ijqFyFURZdGIIe6XlkyBqlHFltzbT12IF+f6r2H4gCKouMRFNW9JsNVVFgnSanRNt1I5csMmka5uszKmsERHajEidt7cYS3kfatpdliAqkJJSnmD0pRWLMWOPww8DgewqjhXifFSdn55jSitGvtRSVE7KyLtG6EO9KDDlphkHAeaMMMYr87Px0jabAKBkzTDY4YyisIgyQwqgmMc/IHFvaiiwjR76dVmA81dQyO9iTjW9M5JCYn685O2mJoxRQrk/hwcboIcgIH4Mn+ExpDM4V5Jho6oaTk1M2VzruPX3AxDq0tYDBFYY4tGzWC0mvNI44elOoKImGMSSSFskjRrO7O6Hv1hhlyTkScyakSD1pOL+Yc23vCiEmpru7vP31ewybHt2YMfSMUTaZ6fqAKy22KC6LyHy+FCpOUlRFLd0njAFpEkeR0fRDz2xnxmrjyWb0vUyed++/x5tvvM7H3nyNt755j+WyxyqL0wa/8axYYQ9n2GnFvbuPMVZz5fouJyePuXrlDocHu4QkvMHer5nsF/wH//Ef4+/9nV/g67/5TVHADYocjfhmZo9OmpAiyiiM6DUkD95aUf5kIGZcoQlb42Cjx99nO7pLNHHdFLI9V1t9z0hdCsKpNFZgJmutLEoTKJ0YQg+I7yY6os3o7znaIVauYDLdpWhqyllBVZdUVcE3HnyL3Rf2iCay5gKVFE5rilJhtAYlU5BSBpOFbSB81yy2DSPNCgeLYUmeWZxyXMpQw+iJmj0pRxHAWIMzNUpZNA6VSuKgiFusm0QfA2rEztXYvKAiKnvhthpHM7VMjEA7W/Wdbz3LxYLDawcUtaVLgTREQKOVIxFQasvF1aj/tRfQpq7RSrFZtxwc7uCccDpTlKjWnEUVM/Q9u9PZsxdMrC+E81lYYkysVx3eB0oXiVGKaOJZjKyxjoxsq11ZYLUQcRerDdfvNKAVzpXYQlI1YzTj+CVdgkmMkIHGOUk/7IbI/GyNzg5nKgpbYcYxRVsl5P2YcVpL4TSiz1cqg9aCpxkl21mrUC5yeGOGm9Qok9AxsukGjh5f0G+AbC95fbBdmEXBh3Im58gwRIpC1CBD6Jk0DQ/6R2x8T1EactsxbWYYjXSVRYMtKrS2YoKikiwtRqpNFwZiCFhT0veGppxQuh4fpUsNKRASNNMJ69Uakw7xasAZea1Onjzl5iu3iCGCNYKqagXZMnjBEK0rMNqOaamJwQeKqqKPLYya7yEKs8K5iiEOHO7uY47PKYxlCGIcPKTIwyfHfPTFj2ByxW+/9W1Wq3a0+ZNlhDKZfTdF25J333kMWnHtyiHLxSmT6T4GLUu1ytF3LW5P8yf+Nz/L9Rd2+Ze/8GvEnOXiT4boE3rM0vJxVMIhlnLee1DS+RhthducQI1FYb3e0Pd+jOSAslZgB0KMYAI6p3GDHUlqxLm16LyV0eRkLt2QnjlDOcqqomoKiqrBNpaiNjRFSVaiHNMoUQzZgpTBYYgqoAsjG26ydJ4oUMJCyciNXid5vbaGMsZolM0Yq8hWkbRBm9G3NIn3q84yZeSsZZJQ4ihKloC9EMIo2BqxY23kppNBqVEWDaARiCIJVBEjEDOJhImBumqY7e0xmc6oZwWqgoZI6gNDO9ANQabRrXXkM1Lv93z8QBTQlBK7O7vEIWBQNHUtd5+upfeDyLmUGl28E85JGJmx0oGqDNpISq8aPSgHP4x3POHx5biljIguOJMJQVRKRVGwPJ0Tc6KoSzEbLoVLp0ZX+20cxRYzERqKAPoxdnRty/nZEqNrrC1wtkTZgqgTQ/JCqdRK/q20DB1ic2ZlI515hscUpeHg6pRbL14R2zhku35+tmBx0aJSQR6XTnncluYUyCmOY45I3fzgSbmUn1U9yzlv+47p/7e9M4uV7LrO87f23meoqjvfnjiJTdGkDMoDLSmWhyBObAdJnEF59IMRB0jeMzwEMvyUxwRBEAQBAgR2gow2AsdIHAUBFMSKZCCKJkcDJarZpJpqNtnsbvZw763pnLP3XnlYu263CFFWNyD3kPqBwq06fev2WVWnVq3hX//aaKmcEocFfjRiGGzrZdaMECwCKIo7ppEJqCnWD4tI6mtGzSaqN2wSxiWTqcvKuG2ZTa9DSmTfgw9s727y9uW3OfPUGXxtalCIOf3KB+LQE2qTM3Peur62qiEy3hzT9UujW1E4jTlTNfaF2UdTuxqi4nxAGiFnz3yRuXLlOmfPPs1A5vy3vsXBrUNMJsQznU5xFWxtb4EIF157m+AcJ/ZOcnjrOnv7JxjE5vCb8aik0cLP/vyfwHvHpz/5BYZZBAKr0VRjLzn7gl3Rm1ajs4OyKPqtThzBK21bMZ60bGyO7Lr2tk7aEqvE3v42zpkoh3N23XkfSnNKS/NvtRwOisdCxMovvjIaERnSrZ4Zg8nTVZ4UlP1T24wmm1y9dhPF5sE9npAdjfc01bg0foSqTNaJc9QlEEiiSB1szDkuSAzkWChbzuGrysRtnAUcroiPiCr4bKUPxSLVmGxTbKkHr9TuTQzImSKTLy7PF51/tSksClfXeUc9GpeAJ3JzfgR9ZNJUVDg2RhXjNtAr9EnLhFTijyIKvRceCAfqETarDWaHM1rXEmrHgo55HIgqdDPb1b6YTa1uqEICwrgl2aBLoZh4lDE+VMRBQRuyuOPdL96NcDKFakAqsD1SNhp5/eZN6pFS145BHbQeqWzywXuPluVbLgjiy3SRVKvZFBbLJdNZIoWawQUkTPBhTKgT4o9IfQ+SkSD4kUMWiZUUGEPCpzKD7gQ3SZx8cp+6bfGpwuVMN++4dWPBEEE0mRCCE1xxRILVhWMZGgg4YpySco1UHvXgg2M0aVgcztCtbdykIWhDkIqDOIfK45YZaZ1paEomJQdEo7IAPgk5WeNra3tC3XiWycjlOQlRgnX1Y8/sKBK2bPfO5s6Ed65dZ7kcmNQtkUSvvX2xhaL/mB1bG5uMRp7QBJY9qAt4qaldSx/nRFGcekIONNrStltEKe/TsKSqAklronrQxOXpNZrliPc//zR9v+RiyhwdLnB4nDj6o46OKePtMcnVXHjtKrVU7G613LryJrsnHkOcMOt6Sx8j4OGjf+bDtOOaT/23L7C4YdQsLw4BKrEhBD2m1BR6khvQ1JN7yNk2GwzLRBz1DGlpq1pGRfBG7Mso9ZAGE+oIwVu9PMHgMngT9KDQwpyqPc6ZSiocQhUCTmE665gvOlJOhGANIJzw5C++j9e+cY4LF66yHISoA5CoasusLLW1FS/eGwujbVvGk5Z2VLOzs8n26V3GW2NGzYTkIkkTMSm+Cgw5kXImSyYm49B673BOaVJpugmIF3JwRagk4ws/NbhgDbZsdWZI9lmkMBs0ESVaqU08wQXoBjrpiM7oZCTP9KhQsgqntnaZUQ3VqLb9SvEHpMb0xwHnPUkdiqMaNSRnajlDGkjJ0vNm3HLr8IB61OLqGvEVdd2wGjkUsRrTMaFeLFqy8bGV0ruJBrvGhA8WiwWat1jOFxwcvMP2fmO7vrOz1bDBCvxhdYHKStrMkFM0B54HloslXTeY/qLzhcLiqauA8z1NnUETzjnquqL30UREMN6hJEzYdVzz5NMnGW9UQG8UDs3MDg+ZHs4RrQrpcNV4uM1DjJjQsynjWbPCeJ3WhEkx0tY1hwfTclGDFBWa4Dzdcmmd5axlP7r93eArmrYmDpEce4J4xlWLS4mdjQnz+SGtc6QhGq9zSLTNiNkisrFhIr17Z87w+utvcTg9YnNnQt8tyLUju56uV+p6TN2OaNsFG6OWejQmdQO5i2iGKtR0cW4cxmTRdM6mqTlfLAi+YTG7xc7e2HQG1KJQp3D56tuMxiOee/5Zcs688e3LTKdLG+NLyuHhEckpm/U2fcx885XXePGDz3L65AmuvX2RE6efIvvAbIhk8TZ5RebFj77I1uYJPvlfP8P1i9dxoTpu2NxOCaUQ3K3JtoJix2xkFZqmItQlWmTVX8wsFgP9MlpXvqnIlSc0jqoJZFHjXCpWIlDTTRiNWyZVA2prPHLKNK1HQsMQe1IaUBF+6Owz7O+c4NMXPkNMgb5PpJzK0IRDnalxLZcmyG2B4hLkEDB1LCETnFC3Fc24YWN7wt6JHTZ2R2ztbDDZHLExrgm1J4tjKJGnimlRpGjNOF9V4Pyx4pT1BxRLRkpEKq5s2i3iJCUTUQG8ZRV1qItwdOHIZoVkJcAVGSLGSJ8H5j34YIMwvro3PdAHxoH2XcJTE2rrkMU8kEqkpaKIh/lyzuZojDhPqIwrVlU1lWvQpf0tKfPdqxfLUhzrsmVNOAmY+L+zRVYCs+kBMc1oRhPEa0mXbMNhFUzU9/iN1ZJQK6WmGvHOdptrsq6jE5POaEJV9rnMaarGGgteqWuP84M1EHrTBBX1ZBK7eyP2T2+izsjMmpcMy4EbV27SzU0w2KKa7yx6q3K8U9z4pPlYZalSE3zOQ6KpGrruOsu+I3RC6wKSPII1gLwIfoggwcY6JRMj5MXSVoVgX3SCzZvv7mxy+do7BG/OSgSGmBmNN1gslmyzYYIrDUglHE2n9EPEERiGiDSOGBMH/YzkM6PJmO3dbUQC04Mjhq4nJyW0FSK2GycnkFAhPljdDHNABzcO2RhvU2/Vdi3gicNARvj2m2/w4gde4Lnnn6UfIv7aLQ4Pp2QbpmZ6OMNVFRu7Y/rk+NrXX6H58cBG23B4/Spb+6fwzYijbiCLs4aZwAd+/Hl8Ffj9T3yKq5evk3obiPAqRQDeHGhW20O1GqlclV+sjq/UTYXzgjqo6/qOLaAmPBOCYzRqGI0aoh9sSKNspg2uXM99ZNEPeN+yVQUrhWRHjF0R0TH1q67PDEPPs888w5e++GVu3DhkUE+02g8i0HcmEQd2LSG2GrkolJvAB6aG32tmmMN0vuSd60vevHiAR8BlQoDJpGFnb4P9U6fYO3WK3VM71CNQGayUoPZl38dI0t7kCrFGo3Pm3ELdUNUVoooTh4kjmhZF6dYRfIXHFae62mZrpY1U2BBVVaGqdEO2zbBRkKhI9xCn8CKOmhrvoHb+uCEhToh9REVJ/QAxUblAJYEmNMfdM3ecB0hRilltKMxlOVyRgdBsDlACbTui6ztE4PDWDZyL1GW8K1AdR7F2frcjClvgZZM3ptQUcQ5u3Tww1W3EhG2b2ojIBFRqvIe2DvgQmWwGukOLnIdusL8swmhjzMnH9pFAmZm2EdGb125y89oRGstKCFf4q7IiXgukbDqHZd7cix5vVEylbpyTsjEeo6rM53OaSUWvtr99VVsEGJYd3hkhfFCLKgOBKjiLRNQcWNIO33qkNuaVimn8o0Jd1/TTGSErSTKqS+pRxXQ+5+DgkJ29XfoIOfrjpsC8nxGaht3T+0yPlhxOZyy7BTtq0oEh1Aw5mzp61ZSSjRRGhuPGtes0fsTp8eOE1ho2K+WhmBLnL5znhR/+IGcXTyMukIDDwyNaHxB1HB3McaJMNhtS9vzhl8/x4Rd/hLqtmN68SbuxS6OepAPg0eToUuTss0/zZ//yz/H5//1lvvnVC8f10FVN8ng9RxnXdGIjitaIlqJsBCF48rHTtVtVO5rGM2obEGVIC6wQ6JAMjWssgHCO5eKQbujw3YIOy6BMDyaQdKAfbAppiJEzj51h3Lace/m8jQ1jjl1wxzuVhsEyJqu3ZtQX5Wju2FOvZUqpRIhOwUt9TGyX7Jgnz+xozluX3gB5A9xAqJSdvS1OP3aSE6f22N3fZHOrwVVW58ya6NNA1Egi0veJeTej8jVN3ZiqlLOxYBWQypgjIQvE0lMvvQBxUKknp1z6HuW4iLFMVMyH3AMeDAcKTKqa2eKQUG8iwaT4qYShzPwOiwEP1E7xKEG8UYVcwKlHc+mleQEXyF4YXE+tlnqIlq6nJiAanzEpy8Mltw4O8I0VvFEIdemuO3e8khYEIzGthG9tpM/7RIqRw4MeqHDB6pzWGCyXZTYpOO8a289UB3wl6Kq+pQ5fC3untqnHlaU0omiKDMuB628fMp8OCLWl1iIWDRSo2iIwHZIJMbh0TDCOfY/kMSE4epfwTqhDTTfrkB3QOhHj8rjj6cWXXd+FM0jChZrKVWgccJKwMpOtEGnalqYJdL3xQWPKZYbZqFV9t8RVQIL9vS3efvMKQ1oyX8zwVWMiIyXiSAqdJkZbY/o+cvNG4uiot0V2OdC4iQlF1zUSGjR7srP9mCrCyZO7XDh/gfH2FnuPb1IHkKplyIlF1zHtExcvv8kTT52hX/RF1FiZHkyLGr+yOJwRnKPaGTOo4wsvvcyP/NhzjOoR3TCnbXdIOTFkPf4y9ghnnz1L22wyajf5ypdeJsdo77tzt1N6DXeMbFqKWjUVdVMXwr1NFCW1lcTiK9qx4t1q0syajDJ4BJMJt4abM55vPS7ShIr4YKT8siiPlOjnc7qUcA5+8sMv8sr5V5kvl2QRZCXsISWb0SJ+kguNSoxratGzRYcrIWVna5Egq6mO5VzO1+LE0ltDbZAJzYn5omc2TVy+dAPVRNNW7G7V7OxtcuLMPicf2+fEY/vQgnqHeseg2TRrY8/8aAHZxrLb0QahakwTwunxjLtTAeet5KMWtWoq6mnZhjEcFWRF9SGugYqauK/6iDSQfCJH+4AO0YQXFodL6lDhvZCideWP18YUqsNKCXxIWtZFdKWOGvHeOpE5JZwHH4S8zBzeOGK+XLCxX9O2E8jGF/XeJnOcSKGXeBofgIw6E3PAKU4SQ4pMDyOkCifZFMHLmljnLdJ0UgEBzY66aRA3Y+gh9xbZTrYaxhsVQrLaEBFiYnpjweGNZRGGNmPFvqJZdXhFHClF+t7k7kzw3Dr3OUUkZbPZOyQIo6ZhdjSDCIMfCL6irWzHTMy2bTT3CV9SzE4HuuWSpoKmEcRlhtjjMgx9pm0aprMFdfBGUcpKyplm3LJYdkyqhpwSe3s7vHnpEkPqWS4XnNre49Z8Zl8WapNEy5jwTtne2uTtN97h4MaMFCMaA41virqWvSeavKVxAkMSnjr7JN96+RJvXrjE1vazTOoWnDEpsnjiInH91k02RxXPnn2CfrlExUjlR9NDPErOntnRAvGeje0JWQa++vI5PvjCBxg1gg4HjNsRi5gZSgYwDBmX4eSZU/zMz32UzZ0NPvsHnyMvI5Ltfc9FfMO5gDpF84AL2M6f2tTILCUuu6hyJsWMd1J2ayk2revwhdYUxBlrQiwCH1cNnatIQ6YrotpDjCzmC6ZHJpKTBZ583xm0X/DSS18/pvP4Utu1a8rdoVdqcamJNq9U8UtIUTK0pKvNss44zMjxFJCj1ClRVCPB355GskhXqHxLIyOWN3pev/y2DSvUwmRrzMnHd3nq7BM88fQTbGxPaJxHayzzEUfO4GXMsIgsUmeruUMi+KJBoPZFl1BwYqJAWdFCrhd1uCC3y193iQfCgSrCbNlTNRXqI30s3E0RUrKVuylmqqYieOMImrqLUTkslTX1JaO42C3FSHQ9KUWcrwBPUuO1hRDoNTObHaKSGbWNyYdVDQSjLYUQiDFZVOor1JVvc6UI02ac6xiGyHzaUdFa+q+C00TWXJS5W1zIuOBJQ0/bmEp3txzQrLRtYG/HIibVnuSVJMKwzFy7esBiEcnpDrUegSLWaak8jjgoMTrQCs0OzdZlNWJ5JGhlUyNJaYLn1s2pqe5UwSZb1FM5z7zvERwhCaSAZKMchSqUFN1e77qpiV2mH+a04wZuTm1CrJQCUk40wdN3PZONliEqo7alrmtijCx1yXK5JFjcU5ygpZcShJ3tTUQcR0czG4DI0RoVaiOjQxb74KqVLPo0sL2zyf6JXW68c5O33rjKaLzBpLXmQBMCzQRIc65cfZuNp1sef3KfjFL5iitXYDY7RIInJ0vnq6plc3eDLiYuvPomP/T8WXIY8F1io9kgqmcxJJK33UfeOXZP7fJjH/lRNjdGfPZ/fZb5DdON1WT17xCEHE1hrK5rQuUJwRUB68jQ9cepNBmGHmKf6JY9ITTWgIw2zkxlwtTiiySes/n6OHQs+wUpR6azGYv5nH6IgKMJmY9+6EXOf/Mc85kJb5s3XC2503ctr7tT3ESP79+pHvVutX5kRdk0LQhL+VNRosrHDtjlASeBUWioaYxh4VoCoNkxTD1XXzng2mu3+Gr9DSZbI049dYr3vf997J3cpRl7fOXZ2Groc4Ue9syWC7rcA5kQwrFSfi5ULFtQYXqg9ioHm/67HaHcFR4IB5qTUrkG0QHvM1Ftske9ZxgSla52INmbkZLaJIYmS6VLOmSOzuNErHNeJkSGONA2pWOPTX40dQ2VMp0eECrPqG5KN9N4Zd5XhfLgyClRB0cqY3gVQhxsgZbLA4vFguUy4oPJvblQgVhK3KdIRSLHhA+B+XRJXVaophypGsdke4RvBQ2JRMYlIfcVh9d7jq4NaH/729ZKNYrzNpbmvSNnKSUMI4mvVplotnO3OeoKpALpqYPpVM4WS6qmZqSQu6FE9FqaeBGXyo74nNnY2MD5xDJOLRdDiUlJGdpRi/OK85YVKEbBoUjESSo1P+eZTCYMw0BVjXjn2jucOnGGRTfD1caUGDTh1SZ6FOiWCw4OZrSjluADWlcs+1jSTXe7bpsjUgW2tjY4POi49O232NvfxddGd6sq48MOfUIjXHjrbZ5+4ikez46rV27hEK5cVWbzjtqb3N/hjQMEaDc3mB0tOH/+Ij/8wtMslzPaqmZrNKZymdkQWaYemw9o2T15gtpX7E52+D+f+TwXX78M3uFF8SNPCA1oJFS1TVbF4XiLghQ6jiqkmOjmsXThrZSUBhMfMV608SHrqi7vvFCHwKJbMF8YY2G5XBBjKjqhyjNPnUFT5Nwr3wZd1f1Wkojm3O5cvVH64RTmv51fuX03B5qzRcdaBJ1zss+QYplRxOqqq9VIvoiOx7RSUHOlj1DhxNGITXE5he5m4ls3LvHqVy4yGlfsndzh1GMnOP3UPtv724wnNU0bSFIxZC2v35JFjKgTmnGLC8E0T0tTzMgmGfxD7EA1K+N6jK8TXnsWvSmS52RLyGK2rrP3wS6urFRV2YdU0nYtk0auNHucOFLqGPJA33c044mlDQgxKaPRCA09s74j1MEmL8SDD/iqLk0ou4CapkZzZiAVhSWO6UM+3J4k8UFRLwwKffI02UjHmqVIjtnUCOLo+iV14/CjltHWiOQz0VmKlHqI88z1N48YjgSXjJDvxJfOpEXBt/+mlqmkfHzTnMjqj6MKyhSIhExdBarKczSdsrm9TU6Yuk0jhUjvjaLlAqJQI3SHM0IDSiKmDmG1lM4W47WjmuWiZ1VPMck0W2iXk5IcDDEyGo2Yz2eM2syyWzAejYm5Y4iDNYUE+jSwzD2bmxMUuHH9kFOnT5OSEHxtzpqVYj7l/7JJlBP7e1x8/R0kZl599Ryb+x8kjBxV1ZKDo643WM5NMOTK9Zs898T7iAN0y54zp09z6+CAWwcHBB9IQ8/RwRESKprRJovZjFdeucgHP/A+bt26zsi3jMOIIQ3M6VCtrHQsnt29U5zcPMlGu8mnP/UHfP0bL1OJM8aD2Aw6lOkbUXOgatQ3ESHFbOIZ0d67KgSauiqkbzlWZ3LO4UToux7JloEJHP89H6yMVLmKzcbxoy88z8svn2PIFSEYj1glM6T0HZHl7d1MqzRe7bsq27rj79xdb1g9N+dcugaOlMrnMshxrT7nWPaEBbIIXexx0lu06xRjGVvvIjrBSyAlj0igDTax6JPQXUu8cvF1vvb589STwMb+iKfe/zhPPv8kzeaYpqloQ1XWiCizxYLFYknCXpe2bmjqBtMtuLcuvLz7RbgfEJEj4Nz9Po8fME4A79zvk/gB41G38VG3D/7/tvFpVT15N3/ogYhAgXOq+pH7fRI/SIjIF9c2Ptx41O2DtY13i3uTIFljjTXWWGPtQNdYY4017hUPigP9F/f7BP4YsLbx4cejbh+sbbwrPBBNpDXWWGONhxEPSgS6xhprrPHQ4b47UBH58yJyTkReFZGP3+/zuReIyFMi8ikReVlEvi4if6sc3xOR/yEi58vP3Tue82vF5nMi8ufu39nfHUTEi8j/FZFPlMePlI0isiMivyMi3yzv508/SjaKyN8p1+hLIvJbItI+7PaJyL8Ukasi8tIdx+7aJhH5sIh8rfzbP5U7JwTeCytC7P24YbvEXgPeD9TAV4AX7uc53aMdjwEfKvc3gVeAF4B/CHy8HP848A/K/ReKrQ3wTHkN/P224/u09e8C/wH4RHn8SNkI/Gvgb5b7NbDzqNgIPAFcAEbl8X8E/vrDbh/wp4APAS/dceyubQI+D/w0NiPz34G/8Ef93/c7Av1J4FVV/ZaaHMpvAx+7z+d011DVy6r6h+X+EfAydrF+DPtAUn7+1XL/Y8Bvq2qnqheAV7HX4oGGiDwJ/EXgN+44/MjYKCJb2IfxNwFUtVfVWzxCNmLc75GYKvEYeIuH3D5V/Qxw412H78omEXkM2FLVz6p5039zx3PeE/fbgT4BvHHH40vl2EMLETkL/ATwOeC0ql4Gc7LAqfJrD6vd/wT4exQhuIJHycb3A9eAf1XKFL8hIhMeERtV9U3gHwEXgcvAgap+kkfEvnfhbm16otx/9/HvifvtQL9bjeGhpQWIyAbwn4C/raqH3+tXv8uxB9puEflLwFVV/dL3+5TvcuyBthGLzj4E/HNV/QlghqV/74WHysZSB/wYlro+DkxE5Fe+11O+y7EH1r7vE+9l0z3Zer8d6CXgqTseP4mlFA8dRKTCnOe/V9XfLYevlNSA8vNqOf4w2v2zwF8RkdexUsvPi8i/49Gy8RJwSVU/Vx7/DuZQHxUbfxG4oKrXVHUAfhf4GR4d++7E3dp0qdx/9/HvifvtQL8APCciz4hIDfwy8Hv3+ZzuGqVb95vAy6r6j+/4p98DfrXc/1Xgv9xx/JdFpBGRZ4DnsAL2AwtV/TVVfVJVz2Lv0++r6q/waNn4NvCGiHygHPoF4Bs8OjZeBH5KRMblmv0FrF7/qNh3J+7KppLmH4nIT5XX5q/d8Zz3xgPQQfslrGv9GvDr9/t87tGGP4mF+18FvlxuvwTsA/8TOF9+7t3xnF8vNp/j++j2PUg34E9zuwv/SNkIvAh8sbyX/xnYfZRsBP4+8E3gJeDfYt3oh9o+4Lewmu6ARZJ/415sAj5SXpfXgH9GGTT6Xrf1JNIaa6yxxj3ifqfwa6yxxhoPLdYOdI011ljjHrF2oGusscYa94i1A11jjTXWuEesHegaa6yxxj1i7UDXWGONNe4Rawe6xhprrHGPWDvQNdZYY417xP8D0QZ+HgLIcmYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = misc.face()\n",
    "print(type(img))\n",
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "vQEpX9eh1vIy"
   },
   "source": [
    "## 画像データのshape確認"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 422
    },
    "executionInfo": {
     "elapsed": 884,
     "status": "ok",
     "timestamp": 1623302515950,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "wGobhaxbuNN9",
    "outputId": "7350e026-2f18-4e61-9a4e-ee7290ea1db2"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(768, 1024, 3)\n",
      "[[121 138 153 ... 119 131 139]\n",
      " [ 89 110 130 ... 118 134 146]\n",
      " [ 73  94 115 ... 117 133 144]\n",
      " ...\n",
      " [ 87  94 107 ... 120 119 119]\n",
      " [ 85  95 112 ... 121 120 120]\n",
      " [ 85  97 111 ... 120 119 118]]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1183a2fd0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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VYfV6DGOHukjIrxSjF57mecrmVBZrsy+Lz27uJpnPYfLUsXpgsCXsfaDwhWL/w47JU1g9sGzuK+oHHYPPEqYfQ7CRwWXAFQZfyN+372jSJfiCHuzvE0dpJHpFfqmoj+T54lzhlxn1YZDkTicYoC9kwZpS8FDTKHSlGZy2LPJC7rNB7usgQG0wF5bmrch4VO3m0eubCcFpkswRg6LuLL4xoCIhD3CboA8b1E2BLRV1adGVJlrZjLVX0EXam5wkQjcJ2I3CrA3FK019GHFTz2C/ouyGpK8T2gOP7gzKS8itG5ljysk8M07t8EpfAEE8SlPLQu9G/YKv+iSpujOsd0nPiLdKDDJRjFW/cnWfnAoG/Kh3EqJC90bQp+IR+0Rh64BpAm5oUC5ilCKkhpD2GCORkBlM7QVjrBzBppiNQ/lAzNWdFxriLvkYehjBp2Ko9j7reu/WY1aNeJRKEQc5t98/4OoHitP/1pNf1oTe+zWVA6AbJ7RTS72naCcSYrtBJGSCt2rX3ys5nNDDFbqL6D7xaHsYReaMwAvtVOEzBPpbyXnqTjaqZBmx9T+TifsTjl+bAf1VhtKRtkyJew6cJn2VCFb0oOZob825NzR5oEs9oTHYqwQa8V6ypyn5VYppI91Q0RxEQmrw+w6derSJ6P2A8xpjAtZ6qk2GfZ5BhOmPU7LbyLVJMZWiOQhk15LwsBswbSApA93IMnoO6wdg5xZfBMytxW0M543Fpo69ccXxdE3tLKMfXnHNIW4Q0Y2iuhjQDSveeHDFk+eH/PTVKQ//zWd88vQYc51QFwl2qemKBMae4rmlOo794lJktxH1UUo7jRgN1cOO7FXC+HOIyrJ6MzL9FEwddwD/8FXv3XSKZk+RrMUb0k6xuR9ZPzBiYI89Zi3eXbK2TD9rGb3yoAwqJrR7gr8pB7ffMiTL/n1QhDSyOYN0qTBeyfnVitETwV7bPbnHdrM9l62x1lRH4nHaytDsR0kca/rNDLSWkD3YSHfYkY5b2k1KUnS0QZF/NGB+msDpkr39DS5oVvMB/vkAPwx4p2UDbnLsSqM7RdgUdKNIsgbVaXSjCHlvYBcan4kX2h132MLRdhrzOpONd8vCAIgSMemBww87QmnJX8q8DSk9TCL3TnBLeUw3CrsR7HHrAcUep4sG0jLuMvEqiBcfrCx+5cB2YjzqwyjMkz5k32actYs7xkmw8tqoI6b3aH0h3pt1AuNE3SeP+uz2LkQOso6UlzA/JAbdemLSY5KNnGfXQ0HKR7LbyODCobuA6gK6bMXz1Jo4TJn/4IDr7yse/K2WdF4TUks3sZSHluqeoj6IuH0H1qEqg11q8ivF9LNIceVJb2oJ12c5zZ6lHapdulp5sHVAuyibR0S+n+qvjYJ2pHCFGM/yVNGNZf6Nn8Dks7uN+FcZXwsDmlrH8fGCVZXhnKHNEmzmyfOOl18cYlYGfVITlgl2ZQTjSAIh99SFxg0sbs+jWglJ49ChFxbdJqDB2UhMIuZWU3wBo052pahkci++BXu/UIyftSzeSli+FcmvFeVZb0S8LPzBhScaw/UPHXptyK8ls61eZrhTcANNFRNGWUOMiqvHDenzlO5Rg75OuZyPiRc5xYM1dZmyblPOTue8Wh7j5zkcdRz8vYT59yLue2vUJ8NdRtPUwER24HShMFWCcpAuJfGDimxONUc/cigPaRdJSvqJo1Fek90GTBtpx4ItJWUkW3gWbyaUJ+Kh+gQWj1NAPKXhc8ngRwO2jeRPIpuzLfYluCV5oJoq0kuLqRS+kExydo3QRrSiuhf7zLASbK4Rw16+3WLmCaEIpK/lWreJJT2oSa1HTVu6kcYkgbPZgm5qePF8RnFY0tQjUHA7H4KCs+NbsiPPlZ+QXCWoS0N72pHu17TkmJVh9ExRH8q805XQkUIWsAuDbhH2xiyAjhSDhtV8IIyMQcTnAZ07QtBQePCKUFpUKgCdG0ZcAclG0R56krkhpJH6gSShVKtQQ4WtZPNHEBNcIdBKsuKOptZ78roVo9ju9VSoLT2vUqQLwah9Ju9ly7sM+M6g+t5Qukg32GKKgmG2qcXUQTBOJ6ChasX4YTUoJbQi6BM6hmA1pgmSpXeQbAJRaUwL2a1HdwFd+ztM0RpCnnD9gz2WbymO/4mnvJdw+dsZzV7ETQLReMzakC4Uo6cJo1ee/LpFNx7ViNF245TVm0O6QZ+UayL5QuCELbYZEkk4hqB2YfqWCukThWlh/+MKO69Aa/wwpTzJWD42fPo/GcHv/+q262thQFtnufjsgJgFMBG9sLiRxl9nZDeG5n6Lvs4oriTx4wpIf5Fia8k2RyNJpmwRMQ2041QurJHwUXVy8aKB1VsSOtryjrO495HspvWBpZ4pRs9g9MLTTiQpU50EdKNoZga7UQw/S2h/sKZph6S3inY/Er1mfjXm8HiJVhGrPemgw40S8o9zqgcOHRS6VbhPxqgHNbfrAeNBjZo1qKuM6f0F1z+cMvnQskoKMqdoBwHG0FYySaYfQ7Zy+FTTTAUDGr10BGuZ/7ClfJWQbCRLWh32ybZM4QvBivc+7tDeUu1rtANXaIqrIFhoGSmP5VoNX3vqmaEbqR0eVx0puqFi/NRz/T3D8IUiXFgJswrZzX0uE7c+YpdwsWs59+JS0exHmgOFXfeY41WC7z3O2ivQET3paJcZ7aDG2EDnNOEq42mc8fjkmmKvpt6ksNeRZI5unWJvLC/8Pjbz6NwTHnr005z0VULrNGbcEZxi/UiRX8p3T5bi2bmxUKV8rog2ojoFtSGznvXG4obC90yPS7rnQ/yZh1YzPCrxXguLwiuCjYSRB2UZHm+o6jHJUmFHHcWgoSwzolc0Zb7jhMJdOB5S2Ez75N5SQuTYRUKqdmG/z2UTza/pw2mh5xChG/fHNRGXK2wdCUqYEVFLOL/9XJ9qSWAZ8WJN2GbfI1iNGybYVUM04nGGxAgu2UMDpg2SnfeKLEQJobuAbgO6dsLzDBCKhKvfGjP/jsBiL/4duXb2VjE4Vwx+osjnAWInWGstOKgvDPUspRsIVmtaiaySKu4IkT5RxEw25CBITc9N7SO3Ngp3WUuIP3xRixdtDLp12MsV05dzpr/viaOCz76C7fpaGFBqTXZpqO8HkkGLqwwqCSSThnAE5sWA7FqTLuRwP4tkt7I7+yMJaQYXchODVQwuA+WRpp3A4FWkvKck5OnugP3Bq0i6CXSFojrW1DPxAtIlJKvI6qFkKYevItPPhSVQHd0Rc80HI5q3ahqTkV8rgrWEsafuLEdDR9mlHE7XvKoS/DpFNRq1zhi9N2f52R5xntI1GVfFALPf4Pc7lqsBdmlYve2JQ0cDqFbR7XtMK9zU5ZsKFS3ZjZzK+lHk9juG7EqRnCc0U+Fg1nvibaSrSHmm6IaRzf1IsknJFl4SPUPF6JXHZ4ocOX7yNLI+1bRj8TK1g24sHljW0z5UlGtfnkSStUAD7QSqU092I1ahG4lRdjNHe6Ag8/g8ESObRtr7spG5fYeep6T3NySTirLMGAwa7CRQ1hn3D295drkv17fTLOuc/VFJMlkzLwuc1/hcGNzmKgUPKomEo5b4sEa/zLELg28VsQiEoOnGEVMpYtJjkU4RJo5WW8ExH5SE65wi6bAHNa4zTKclTWcJRWCYd/iXA8KBQuuAMpGQe3RtScYtLvfUVUrcb4nrDIBx3pAnjuUmJ2hojzuSq0RCzFRoSe0U2mkgvdU9dU0MAUGyxdtQXfDWuMNId8US9N5nIkaxs8IBTtcRn6hf8sZC0mOwhRjarVEKiYGkT0D1iRw3TmXOl92O5B6sBqvRVcBUCOOgC+jGoVuH2lR0Z/tc/M6Q5e/WAJiXGdN/mDB+6sgvV6jW4SY5bpTgBrLemn1LsGIw8+uW0Wfy2uZoQH2Y7Awl9Bn2vmDAtHFH7N8a0O13tXUgu26lqMBqtHM7In80GpKvbga/FgY0ZoHmrRqcpitTzH4Dr3I6mzD5VJPNe94XUB/oHaF7/r4Wqs48sjlVmFaRX0U2J0LCz68j1aGiuIxkH0dsE1mfGvGOguzeIJOzG4jntd35fQZuFGn2NeZcsB2iJfYZ/fQW+DwXI+ozCaHmlrUa8CQojsYbrpdDsmFLO04YvBJ8rW6FlGbX/SKZQ9Pkgv8i/NPihaGbaHwmeGLI5Tq5YSTYiJ942qnZEed1rclvZMJv3vDY2mCqSHkiQHxxHvEPIbvRXPwbjsEzy/BlpBspyiNLug6SzTRQzCVTmZSSWbelLO5ghccYLWxOjJDbO0Uzi3SdwAodmtnPg1z/ocKNIumlEJy7qSJMHe0YqdQpPG4jzyVnGwa9gbE6YHTkzb1rni732bQpxgTCuAOnWawKRsOaJG/onKGpEuIixQ8CMQuowpN/lOO6DDcI4j07RXpraA76jO2RI3+VYNdStJAsNF0/D10CJir0rOH1fEyWdygduT9d8PMnp6ihE+OYRrzXBK9JM0fdGPwgYE0gNYHmphCvNwWlIiEqbpcDXGPhrEHfpJL4GUuIXJ1CmDjUSmhm3Uiuua36sLyTSCJdxd4oRFzWc0uNePrpQt3xSLeVXZs7QxOsPNaNZJPVLu6SMdDTnHofwXRBMt9Wi1fZenBBPNQYUYkhWk00d9Qos2pQnaM9nXD9bx1w+xuSpRn+POfoD1uy65Ukk1Tv0Q4TYWZYobqhIF16ktsGXXcoF4ippTod0o2ECmb83caB2jo0YVd9FZVAFFtSfbryJKvt2tLyvk0HIe6SW7t/X2F8LQyoajQ29cyOlpyfTwlXGXHWMflxht1E2rGi3VO0exFfeJKFZv1IEibJSoyEdsJXvH0PIDJ4LYmX4WuPK8Sbakea+gDqE0fUfTj+MjK48BQ34ubP301YvBNJFoIzDc5DX9VgSDeBYODwpwFXaC6PNXFtJTOs5Z6krxIqG3nlDOHzIdFGwtRTnkXsWuPKBPY77KcZPoukG4VpFPZlQnsGyVlFleXk52ZHoLcby96ngcWbGu0Vfi5eVLoWSlJ76Jl/V1G8MuSvDbqNZMvAJggvrhsqigvIbiPZrcFWEZ9BfhNY39dwrimuPM1Uk1+2rE8LXNETrpVsVslaJlg3FE8JAA12I4m37mEDwMu/ZBh8odF9CWdIIiELUHiSosNdF+LtFF4WeRrYG1U8GN9ynK8ZmoYX1R6PB9ecFQsu6jHswZPVPjerIU2V0HSW2nqMCeztbbjZJOhSE1Mpw6zOHHYpVU6mkhA3XUJxpbh9VwxRNw4Q+uohBclS9wsbwlATa4MH7EEgTR0hKmzm6JYZndMw8LjWEBpDsucwuWd4sKGqE4yJpPs1rpUMc5Y55qsBxgayvGJ9PhK4Kgc1cMTSwmED6wRsxE0i2dyAhnZPCiRUT8VpZpKEilrh820GBZRXpLdRMvlW7TwwW0tU5jLZPGJGf1+FNqX8FuM2YlBbJVzQWrwzFcHeSoIl9vxMALzwimOm5HegORmyfFPYH34Qmfw8YfZhh91U6E44oNEoQmZwhe3PM2JLj6kdunGSwOqPddOC+l6Gy3RfFiph/K5UNHwpWaTvqFdRiUFO1h5bekn+edBlh65bWajbklAjWG+0X00W5GthQM3QEZ8O2FwOKfKe+/bUMDiXnaXKhdDsxh7dSEnc/i/6i9D788EqFt+Sizt+AsrJxKhnssNNnjrJZg7kQqkg2GV1GklvLa6IhCQSrcduhE6z3cVNDfVMMbiIJJtAvW9o9jX5JShvaKeR9EbRHgS6JJIOhFblT1qmv5+xfEe8v+waVmlK8fYSqgzdKpJVpLgQeMAXlpB5itM1/ljTXBWogYdFwsU+JMueAhOBjeC4yUrSuG4YCZl4KvPvSfhsy4jxQmOpTmLveQhHcfRcSiyLC8naru8booLbb+W0UwipJllHkk2kPNK4gRghlGTUgxUPM6Q9Sbu06JF4ieG3V5Q3+Y7FrAaO2Gm621xqxLOAijA+WfHW/g37Wcmj4oaBbkmU5zRdUIeEw2TNyDTkuuPx4JqfF6fc1ANuNgN80NRVihpEkmmDngW6F0PiUDE+W7HKhuiXCSGDqMWImFo85bqQENcNIrbUdEcdcaUxtcIXgVgbdGWISaS6LhgelZyvR4wGDfPbHJM5fGUItUXVGnMQ8JXBjAPBG4aFGJxlV5CsFXWdEL1iMGpo6kTIkgpU6omV1GIb6ymOW8pVJsY7M7iCvpzybq3oBpKNbIBb4rxu6TP7sjdpJ5BTfhN7nFuMZzeUa6CdYP6mE++2mWpMEymue3yzCWKcALMRQuXOeKq+zDLRuFEq3qeL+EzTjTTpUhyS/KpF+dCXWApfNKY9FziR97BlkIy9Fw9XNR7VtKA17nDI5izD5XrnUaIU/o+wWGJcxRhHLTF9unToViqadOPR6xbVyDlFraSUdEuv0ppozH/3jf8E42thQJ0z+FFgvSfZTOUV9Wlg/R7YG4sbO5RTFC/sLry++d6W0xgJeSQOHOY6YfZT7iovjKLZV4yfBpqp1LwmC0WysEQNg2tJMrkiEk3k9O8JdpiUEt6Xp4rNSS+E4AWE39xLqA9h/EQggdELoQO5AoZPDN0o0mSS8dWnNeX93kueBoYvFMla03WG5jsttJpNgOKl7Y2hJtQ59SPIio78qMJaj93fsPx0r68zFiNoS6Tc0kVsLWnbZh82jx3ZuRVuZtpjl7eKvV/A4ltCxE6XsH4gkMIW+8rmkrVvR6qvtBEyczcSY6O98ElNK8dqr4i3cn2bt2rMZYqaRvzQ0ZQJZtxxMlsy3xRU64y9wzVVk9C+HmDHHacHC1pvGNiWtweXaCJdNHxSHjOxd5SS43QFwGGy5rf2njF3Az7J7vQeyiYhL2SRu3s1vMpZtYZk0GHLVMI6LSyC5kAy5boRTqXUSis6L8+bRq6HcuK5UircFMp1xqYZyHONhk2GVsIpDElks8rRmWe1LvClZUVBvMjQjTASQmuItaHLRPhGtVo8UMAuLOphyd64QqtI21i8jriR3VX2oKA8kVJP0whdbyuCo7st0V2SSCpAso6kQSIqn0pxSHkkiTPTSS7ANlJZ1A36goE69iIc3JVPNv7OM+sx0W2Nuh8k/WYq4bHuAskq7sospbZeoVupZQ+p2nmOpgkiKIJ4kboL4COqc2AN7cmY6jCRooAg7A3VvzYY8S7jl0LuHW1JK5IqkN66u2RX7dDrGlX3zPoe141GSfmqFiyXf509UJwivdboVkjdzX6kPYgQwO05dGkkk2tA1TA6l5vvBoryRNPGyPATwevqAyW46CJSz8RYRC3iDKYRXLQb98kQD/u/iNg6sjnWtGNFfajoasX4uUc/VzvScnWouX1fstumUty+B24iGVvdifc6eCFhoFkZdKfwXtFNA5MPDavfq6nPC2Y/D8zdmGQU6aYe3QrWKXXECrtWhBc51T0NToNXDI42xMOW7MOc4kpqkNsJvPrzgdEXVvhzMwedEjikhL1PHbdvW5qDSHkPZtfCO2xmkfwa8rlsCtoLlrb4lsYvxDtVTgxNNhe8DAU+6Sk3GtREwkrTRfIrBTGnmwbUkwKdROE8TjpePDtg73hFWVlu6zH3Hs45H2aopwV+tuRstCAzjpXP2biM5+UerzdjWmc4myzZSyuqkDI0DZVPKfrykkfDOT4qrAo8DXuk1rOuM84OFlwmHn+T472GaSS/vCseMBWkfeirOjA90yY9t6KXMID8UtNOhdKlOwBNKLOdMIWpVZ+0EWOjG4V+nuHGAQ8w8JgvcsGuk0hz6KE0ZFeGbmSJPRODoImdwp80FKkjRoU1njeOb3h2vYfvKU6EyOa+YOOm5z7vRER6Y6gdAjMFevYJu1r1bBnwybbOXlxUFbevjUQlXmNSivcmCSaBA5S789CUEhqTblwf2kfMqpOw20lGHqsJue35o+GXjVx359UCQtTvJJGjXEBtamKRUp+N+wSmYKXbkD30VCUpz1Q7FSoV73IZ2bI3nltO6zZk70tId54n7IxnTIycd/KvsQHdZseTtYSaysP+Twz5jagCuULoJlGJEehGEoa5XDC28ecCtodECOQqiLfYTiFdyeQavRSwvhsKZjr5LJDfCD7STA22htHzFtMmVAca00ZWjwzJWmrjk1Ukv9QUF5HixtNMNJszw8EHDiK8/lOGzRuedK7RrRjCbpX08TbERcr63Y7hK0NxEWlrBUjYHBNw92sJgyuD6hTZ00zEMypFu5xQvL2kehfq45T9n/d8xUqzeeDJrg3+1EOZkt5quklkfWLEyNWKZCOZyO1zIRXsqxtI2dzoucM/VZhOjGl9uCV/K/KbnhJTigfajSP1mcfe9kmTUsjoqhO2gPKK5FbjDgJH9xaMs4bh45YXTw+4uJhycjbndZjx8tkBB++WdMHwotrjvBqzblOqNiFExWdXB0yHFZO0oXIJZ6MFhUmxKjBLN4xNzVG65myw4NPlIcsyp/WGo8ma86Bo5zlxHODCCGZoJVOLUrsqIJAwONkowpeqg4oLMZK6hbxTOzGKraSfrqQaDi8FBOK1CZZtXhuBTO7J9c6uzK5sM+qc9sDLPZ3JCejLlMYGymVOOuiYTTZMhjU3digww5sN6lVOGAuWr4Jg/yL80dfLbyXklGClUUnYvvWofaqwjRga5SNJGVAOupHGNmJIfSbGE8AuA2jVGy+FAoKVEDf2BshsOvHmOqlaIrV3BjNE+bczgvHOeG4NphcvVLkAzuOOJ1T3MlymdtDEFqf9srxi3P3XMxB6vms+D2Q3Xf/eEbNpUGWPfWzPaxu292pPouwU8ImlOsm/ku36WhhQgOGLyO17MHwhxrDZl+qZLWVmRzAGoS4EetUjmczdWAxwshaPcvmmxg8irMRDbKZ6d+FHLyT0rQ9ML9ggx9x+K92V191+y5JfRbKlxyeWyZOO0UvNxe9Y6kODaaTuuRto0mXg5B96Ln7HkCwV6VLqbptD3cvTweC5YfOeY3OSkKx7zp2H7sCTv7K4eQpplKoRL170VsrMlop1MiYWAZLA7fsi9UZQZKcbGgYkzzJ8KucUjGL9RmTwssf8DoSWpZ1c3+qorxxqI22mWLwlFTSmgc0ZFBd9uexJpHaScIlpRFcSBqpGhE5Up+mOO0kOLTLs0uD2nChoXWTME8/VfMx3Hrzi8L0NP/78Aasq5+TBDa0zbLqUSVLzB6/uU84LqX8fdmRFRwiKi+sJq0FLkXbM6wGzyRUAA90yMjVTU5Eoz3hWY3TgqhwCkCSe1gZiEOzWllGI+22vyKMQL9SLIQoW0hKJUnomhhglhWok0sluo8xHL3zNbhxJF4ITd2NFstK4IpK23LEjWtmEsrnc73SpiNrQTUXAxOeCaXbzTOZJY8hnC15c7TH6QrP4roPWkLYSQduqXwc97rjNPJs2Ym4Ettpm5olSmbM+M5hWvMvt9wB2m6jUyd8ZOtP2/N1UY0pwkxTTiRKS8kKw163f8Tyj1igviZ84MP28DpKd3xph/0cYz8ajvIcQac8mrM9SqcfvDW00alemua022ta5i+Fkl4QaXAayuWOreWqXNbTdHSaq1I7PKu+3xXEN9b0B5bGUS3+V8bUwoCrA9W8F8nMjIhQDCRE17HhsUbPzDLcVROlSKjSClcllq4jpIqs3NPVB7Ou3ey3APkunvUyebqQZvO7DCiUVDMlGwrj6ODD6QpOuA12fdHr9p1Ixtql4hSrI5/tE0expmj3N8HnsEzDi8eUXhvperyBUAk73gsVS8hgVYCJuEGHaQWNgz9GlVlgCfeY7WcPwuaY6UuTX4o23+0EW7Wcj4thTnCvK0yillJUStZlC+K6bR4HNffkeg5fynvVM7byUqPs6bcSr6UYieiE1873AR6tw91pCL71mrhPCQQe1wU48+cmKeE9RVylukxANTIZi2D58fcxfefsD9FuBZ8t9nDesy5w8cXy6OKBc5uA0ya2BW0OTZsQsEnNP6TO63FC1CZVLGKUNjCDXHYnyu5/vTi64qR5jdCAERTZpaK4LmsNA1JpkI3Q1oQUJYT9q8D21Z+uR7ip9agCBVmwl0E2y6cPJVGE3aoeL+0yMsypE21M5hV1qbC2GL/bVWK4QqcLBKyPCL6V4w2iJWppZ4On5DPM8p53I3LAXCbqVKq8tx5GtMXViIHQvMr0VWU5XfVZ8T+OGsqm6oXy+adQOUGwmGlsLHGZa8IaeK9nDXpPkzghmClN5jHfExKCaIJCAk8guFql4pH0By3bIHFfQ9VQoH9FNBz4QBhn12YB6b0tl6sPz3uOMpjeY27fbZuBVL5riIuMXfpf0MptOkl5dT1vS/wxFaSu6nBi6/YL6MKHe0/hc6vi/yvhaGNAw9qi9lsZl5BdSIdGNRdgXBauHfdjQ3CnL6A5u34uEgSe7EEX6Zk9xeywG5+if9ly6XuAgpEKgj1EeTxd3BjUpgySc9hTZQiZ2Po+7ShFbxx2Y3552dA8C0WtUZcgupAStPoyMvxDjU90LtGOhsIQ80Mx6UYeVoRuJeIYbRuJBi00CvtFkn+a490v8dSaaHF5EEbK5LPT6QISU2z0oXks5YLMntcP7f2DphjD5jJ7WEUnWUtq5fFuRXZpdNVGyjn3irCdTR1FpClak2EImpYfJuKVbp6hUZOh16mElyaEkdTS9KDGpJ087NlVGjPAbD15QupSPXxyz+OkBxz8453C65r/69Ns8Opxzf7zgs/mMybBmnDZcboao0qJ7iTblIS3lfruheLohCXRA6w0+aP7u87dYn6S8ObhGExmbmkfZDZ8ND3m9HuM6g008augI0eKGEl77XKIb0/bE9ZH83U4EDjKtYIdbaTYR6RAvx2ey4dhKPMvsRlgO7Z6iPvKY7TlPguiz9uGzqQRHjr2aUrLqy2I3aidxt4WvupEiLGQlN4ciqJP2Kk/5hdoJGPtCqsa2RqcdiexfcRVppoL7h1Sgq6iEtxy1COiAotZi/LuJzFl6z3Ubzm9V6X0mZZuxD6VtnxxSMYKRTgnkPY7YCySjxLDFxPwS5Un11CFdt6imw89GlA8G+KQXBunZNDvd0Qj4u41hqxkQTZ8sWgs32zRBJPPWrdTef5mi1HuaO/V7rfHTAZv7Be1Y43KhtIX0rhDhVx1fCwMaW8PgR4WUBI4i5ZGEhz4XylK6EEHedg+CEcPWnXSY64T9H5meDCyk+XSpGLwS7qh2YoBCIpn7dCHeLMC2NUEwd4o1bV8aadcShvhEklT5VWT0PDJ5WjO/zFk/lDLAdj/SjcUTHH+BCHasoHno4DqVGmeniEmkm0XMWlO9X4tgb6d5cDJnUeUsK0u0muSDAXklNJV2KiHM+oF8//QW0qVm8Z6nPYgiKJxGimeJ4Jlj2LwZKJ6bXX10NpfqKpR41uPPAj5V7H0Em1PxYu1aSle7kUAPulOktwnVscVGcEeBdCCllQSFqy2m52DGqNAmMEg7BmlH6w2vNhN+ePSUWVby8f4Rt2XBuKi5t7fiycWM2XRDZj1F0nGYb3i1nEipbe/xbsPS/Ar0OfgXCdU9S3e/Zc6ATZNyONpwXk5IVOCyGfHW6IrDZM07owtWbcZNGNHUGpt4XEgwjdz/qCG7vaviCbYvmBjIhpxfxzvDuRUH7gne2t1JzIVEjK3PJPoxlSZZS1RhV1qOb8QIbZNTIY1008DwuRYtACdefzcOFOeSfEw2Ctay8dqVwj7PJCnZ9Jt4K++1hYBC0ic4j3vcUEmprM+3RqlnYczlcXfc4qqMdCGVY7qVMk/Jdt95d7EXgpa/dW+wHLHPztMGSCRzHVIj3M3IXZis73iV23p2rJafStGdTKmPMvz2/WT5/rLnqr8UsvcJta3OaXEVyK87tI/oNmDWDapq7wymvjsPwWINoUiojwvKY0s3uMO1t7bgj+yh8ScYXwsDmqyguIxc/2bvlb3KGH8hE7Y5gNVbAd+XBpqNxh12DD5JKS5kIbQTJUT1EkZP78q44C6LN3wprSiuvgXDZzJxupGisVqST2WkOhax2uxGvI3BlWgglieKwXmkPkhFeSYoNm96ph9Irfj6Tc/guaE+knYU5jqhfMOR3BpiKvX9aiPiI+t9obEULwzP4zGDszXK3JVJtnviJWwXa3EVWT2SNhntFGLhUY0RWtcr8SzXjwRDTla9sHO/wNxQFo6KkhipD6SgIF1Gpp95hi811bGiPpDPjUZRz6SixVbQHgSoDOlexdHDNS+ez8AphoWIpVRNynQo9JuT4ZJvDS8ZmYbrbsh7o3OslvAuUYHrZggzWFQ5bWexxhOiYr3OiTqS3YjXprveQ9wlEXpjtEhwVm7s69sJ44GU+B3kG0JUzLsBmXb89uwZrTdc3EzoqkS8u6WiPu5pLZ+yU123lRjB/BJCJtGN7b5U6RLvPJRsEe7aadS9DF2vmiTGULRY04WiOpJr3k77zH3Tt0u5ESWkLabvC0TftqAXMmHXe8v0WKqp+w2/P6dkI5l23xPjt/XtbhBpZuyKAaIRnFZ30o0BDfYi3YXBybr3jgcyT+xG3hP0Th5v6zkniHFzqSFZdWJkE0OMgiGrTj5X9WLMMTPibVYeXXfiqQbBT+vDIW5017YjJGpXZroL3b9k0O7UqmRDGr0UjilRNEpV1aHajl1fJLafZYipFcN5mFMdGLrhttvE1jhw1+PrK46vhQF1A7j5H9boFznFj3K0g/Is0hx5xqcr/PmI9MriM+kxM/lpKj13st6oaAmpkhVszuRCp0tIV0EmYSPGo53A5FN5fPGmZNSzjYTv2SqweE9h6rvyuWZisBUs3wk0B0qETWYRd9Kwf7DixuxJL51rMWR+z2FuLfm1ojKabs+jKkOyEsysnkXs3BIyMfaTDw3LSUY6aKn+lCP58RDdKaqTwOyniupIsXoDBq/FyKVLsL8QbmO7F2n3hEY0fC5hTbQy8QWMB1T/2iNox1KJpIJMMldoVo8Ed8uuNclKlJhUYIfTEsHst2xWOZtVLvXOG8P86T56X/oPXd6M+e7DV9Q+4bPykIfFnINkQ0Axsi2VTzjNF8zSDf+4fcTDvVsuNiNaZ9BKmr2ZVuhVdqNI1rK5mbbnK1aCOSdrTbPOac9aZocrjodrUu1Yu4zjfMXaS835cbri/miBAl5+ciTQiwY/DMQ0EJVItJkY6QZCm+tGsoH6TBJrUkIp17LZv0tgulxhmthvtoJnbuUG26lI4iVrs/Ngu1Egv9LSugMR7N5i9yFTO5Wv/JI+JBdnQPBXeY+kp9HtartTAIGb0lXc4YTJ6q76qN0TWl1x3svzlXKOu9FvTr4QAj6x58Cquw2sGZv+82Q9dCODae5C49h7mcEoVKul1FpDyBN8bjCVVBYR2HmqzUHe80F7upQVIy30q/7Utl7wFraM9IyIyPDCkyxFas+s6juv02jw4ZdC95gYmntDymNLM9E7ScFdU8ovfdY/27jvVxlfCwMKoJ7nu1CjPXEMD0qU17h/ss9kDcv3HLrWzH6s7xSzE/pMp0ya+lAmTXYjz28B/pAID3T4ok8yPZJSQ9MKtuMzuDkz+HFHXGqi2YLKQgwePtOs3/LsfSATxrzdcnM1ZvZPDe2eLP5mFtBrEaMIBgavNHajuf2dVkr0FEL4t5IcWb1rGH1qSJ5ktNMEFRS62BKZI/PvqJ1gyOZ+pDtpaUqLXWkmn8DgHNb3FZvHnvRaYyo4/KmjmhmufhgoXpi+GVxg8FKzftPR7hse/ZcNF7+bSehZCxZXn3jiwKNXQt5evevRw47YGEKnsZnDOwNGKoiCjvjS0njFbH/Dq9WE3z5+RqYdP7k947f3n1GGlKN0RRcMS5dT+ZSjYs2L9ZTEeFID6y5jNCspFxOpGV/dLWDTy7gFA7YBcy6ecXudcfswIbylOZ0sCVHxdLPP26MrKp+S6Y43Bjesu4yX4w42wk6wK41dGep90TY1bRARDRWxjTRKi0rwv223Ud8r6ufXAu20UyiuJNniClFeD0Y82W4koXx9IPoFUffwTe/h2KrHJafCr9UN5LWE26ZnBmzD7q3Kki3jnTfWG5Ute8DWMq+jZceJ3DZMzOZ9eXApzAHTgMuFG73tkySye9Dsqztvt//ZTHSf0f6SkQG2JPrQ9ytyucAN9ALQvkh6sQ4RFYlWQyrKTj43O+O59TTbSY9Lb6L0rYAd93MLscUo3vLg0vVqTx57W0mWfm8Iodcd/ZLx9LMhmwfFLkEUkjtPdgtRfPm6flXjCV8TA7oV2t282aFaDSZSfTFm8pkAvcv3O1SjGX0uQsftGNr9CA8k6YICs9FMPhU60rZFQjdWNHu9oezDmuWZEKVHz/rQycnzg/NIfWRoDj3prSig1zOFrUWdCeD2fbBr2BuVXH88koqlXO12y8FzTTOL+CJSnwT2f6qx1wndNJDeygyxSw0r6YHT/ukV7TLDDBzxtfDQpPZdEmntJOJ7QWa1sai9ls5arn8IydwyehKxpag3FbXh9luW8TPP5CPxgoTqohk/DQRrKR85Ln4nY+8Tz+q+YfEbHaNPErK5lKb6t2riRcbgqaU+1igbyZ6n1Pcc6Y2h3RdDi4LBfkVTp8yXA3xl+VvL9/jdN57y7uQCj8YQWLiCfVvSBEujAqVLOShktbkgcVORdqyLgNoINig4WN8VNER07BeAUTtvK51rFs+mdGeGUd5w6YdM05rHxTVzN2Tflvxw9oQuGD5pTtCtJbtWbKtVQqowdeyxUME4u6GElYKdC55uK1C+34R7MZWdh6iCeE991n5r4EQ+bdt4b5s8Eg9QtD3l+9l6qx4kSax0GUVfs4+s7ug8vYxdxk4oRPVtlkWwWYxxuy9z0FZQvAy0E4lg0qVsSu5QkV9D7I2J8rKOfBEZvJYw3uegotp1tNx+dlSiI5Fo9UuEc58pkrW4jsFKd0/VCzV30zteZez5oIK3QlCyYblCkWz6PlCGHXVsq7CkfSRdxp3OqKmExN8eDyXjvqpFGKRXVQrjAfXZgOpAkqrS2riPyr78M4k7o6mcQm1hg68wvhYGVCWB9tAz/Dxh83YHrSa/Erd7/ZZD1QZMZP1GIIw8unAczNYs/uAQEohWspvbDntRQ5vDlu7RTqCdeWxlSFf9xDZiYF0h5xDSSDxspe2Dg+pAPIj1kRCixx8ZqnuR6r5j6A3ZjaKZCHUopFEauvVehBuIwk9UcO8fBl7/GfGs83ONLyRRk13D4mHK2YMbzq+n2EoWqPJg14rqoSO9MtL/RkF6bdDnxV3VEnd0L6Ii/NaKdWOpD3NMSc8+EKGPqx/IojdrQ/rnr3h5f8boc1CNZv3tBmrD5BeW5GnO4t+qKIcJ9sYSHzY0KsWujCTEosLcGtysY1w0dJ3BmMj+RIzi682EtwZXfLI54sV6ig+ad/cvSFRgnNQc5Wt+dn2C85qms5ztLZnmNZe5Ry96pkBflrfl7Jo6YEsJIVXPj9VOETJNOcoZ5Q2TvOGyHnGcrZiaiiZaMuX4wf5zuseGJ/qQZJ1Khn8lmWbTCVk8bOGOGOmGIqDiU0VzFNCvtJS1bhebV2weBtIbTbLUuEFf4lv0jeYQzYNufEd12/Z6TxdSEJLd0HcFkO/o+rr8biBQw7Yh2nZslYpCX23j0/7e9obT1uKlt1Mp9Ngq0XfDnrxvpAzUp7FXbhJDCbJW0pXqaWvyPauDPvnTS+alm7jDWUWlXoxfO77D6bWLPQwgvM5oDD7TO5I78c77873o8RZfjapnHyR3RlT3QtJmDdlSjGc9s9jKULzYSHWR7/HWXo6ufjCRBNHwTjlMrl9vmPvILlj4pX73yS/nTH7V8fUwoGvNwT8y3P7FCpYJxXM5reVvtCgT0ElAPy2IGorDknKdsfwnh3QHgezCMHglfcuVu6uWyS+2kl0y8d1AMFCUeAfJShS+txqjUSvcMCW96SlTlaJ8S/oBFRcizLp6J5DMaqzxVL9VkX5QiADJNjm51+tMjqQvvBtaNvc1fuiJSjK1Pgc3CLR7oGyg84a8aNmcGFRpGH9mhNpSa9zjGvtFTnvWk9WfD0jWItzbTT0+FZbC7MeKzc2Y8KjFbhR7H3sWb0nfotmPFIt3oH6jJX2RMP98n+N3r7jkkOzK0HYiIrz8zZZ7f9uS/HyAe+BkU/q4oD7rCGctMSiUjjgt1VVlm/D9+y/52etTrl5M2TtZkRjP2mecFQuWbc4nr465vBnz7Qev2fiU2iUcDjZ0wTBNJflU+wR6XNa0PZ+3z5JvRXqjFbELWwXJGEdNcQXLVcZylLM3k9r5zzcHvDu6wKjAdTfkYX5DtZ8ySFp+sXnE+DPN4FJKD1UbsC7ihhaCcDzbiWH8NNKeKXSt2LzXYi8lXesKSfJEHalPHPlrK9hqIlhosgTthUss2eA7KlS0stnJXOwz6BYwvUByhyxq5Pmtpqfum7yJ2jq7ML+b9olGI++LgnTet2xJ7gxSSLc6D1JA4TNxJnzR4823gvcmm3gng9czU0IiCUzp+65Iyl5AphBlp9v3IpNPFSpo4QmnGu1Fnd4VRjRaQaArK5CYRFWC3zb7keFLRTPr8eM09uF1JLs2FKtIcRNoJoaoDcNXHdmrpdCjtnhnmtCcjKgOEzGcSc8e6EP0kH7pp4l3+Ge4Y3uAGFf1JVm/X2X8C/NPSqn/RCl1oZT66Zcemyml/qZS6uP+5/6XnvvfKaU+UUp9qJT6K3+Sk1ABln95g281kw/FeJrfm4OKqJsUXhR0xx1v/c4zQlAkTzLcIDL7p5r9DwObB+KWr971YmRf9wRxIzdct9LQLF32LrtTuEFPGDbiQdTHMqncWG5kuoTpT5I74BmIacCYyO16QAww+TMXhDySXYshy27UDodKLhOZfA9aKefUUL7ZyUQdeyG7f1BwczuirlJ0KlzY6ihiasguNXGeSt+dhVyT/O0l9cNWyNhPLbGnxvhM8fD/s2Hy45T420suf1u6ZWbXUJ4qSWJdJLg3a5KV5vLDQx5/7yUqSKfNh38zMvp5yvX3lUjBLURrtBtGstcW/SInVobBsGF0smY4rfFe8/ntjNl4w+TemtvrEV+cH/C3nrzLT+Zn5MbxZ976lNGo5sViCsDAttxUAz55co+fvT7lohxzWizYO1zjRoHV48DiHdgcS29vn0mN8pa87gYan2kpXpjKBug+GfPp6yOWTc6iKThvJgAsXcFFO0GrQBcMatbsFvNuROlQ2Y3l+rqB3HtXyJxUOpLe9iF8HnpCuTQpbPcCw2cKP/R04yCbXh/9FOeSJNxGJNtsut2Ipyaq8Fv8b3suSKZdqV5ZPe68UUlgsVNcT+fivblhpD4KfVUUdwayV63fsgJCKq1GuqG0RY66p2z13qNpxTv1mVzT7evbkaLeU7uqIJ+JZ7t+tH1P1XvEGt1FNicCp60eWvFSR5rySLM50dT7mtt3NfNvRza/UdMdOlZ/puTkLz7n8PsX3P/OOUfvXom2RCOUwvk7BttEhq87TOOp70+k9DNG/P6Q1Xt7LN9IaSfqrr3ylitq5XtI1v0u2aYcv+xxbqOdX2MI/38G/k/A//VLj/114G/FGP9jpdRf7//+D5VS30F6wH8XOAP+v0qpd2OM/p/3AXq/Q+uIvk1YvucojkqqD/dQeSR7uKbIWparAc/+9iOGLyPLb8HkU0W6jlx/v79492uGf1j0RHHxCNxQLlY2j6h1PwEmPe/OCJk+GtnBu0lg/JlUQtUzGL6UCVYdC03IP6zRCoqsJUZF21jOX+8xemJ6UjKMXkTakcK0ms2DPn5zGlWK9mi37wmPOrhNSVZSZ17fS8EgpX1ZxI0C1Z+taMuE/ElGs6+Is5aullulbKR+t2bw85zpB4blO4HFewFfDNn71PHsN3K413GtEvIrWSj1TKqIfuPhKz4bHJD2pGX1gwX10zGLNy3FZZTQOLVsHvk+6eXwXqEHjsQEqTKqLNm42fFAr5dDTveXpD230+iAVpHXmzG1t7yxP+emGrBsc0ZJg9EBc53gLhKe3beEqLg3XlEepXSXBcoLzt0NhZur+vBxazRDuq08u6P3+OuMF36Pg9maYdKQaM9RuqIMKRfNmBAVb51d8cWrByQrw+C6T1T03MNmqqXyykJ1pHdtrtVtQrLedhzVu+y4tIuQ7DRG4Jvm0Ev7Y/vLiZIt11hFdhU+uosiLK1g8Dqy3hfhkcH5Hd67LUv0xV146wruQk9zF+f7PNLuK0LvZflUka76cH8gG391P1K8NLLZ1+x0JeiNs5RGb4tP5KduezUkK1FBVHJfukkgvxQFsmgU2VLj9uTY8jglpIrVGwKPbYnwzcxT3F9TKHg8u+G0WPLu8DVdsAQUpU+5dQMuxre4YPj46pD4T6dcfd8weKUZP3Wky46oNfXbB7QT2WSh9x57SxZ76pvfOj1aKGUijBJ/iSK1vZbbe/NVxr/wZTHGv6OUevzPPPzvAv9m//v/Bfj/Af9h//h/GmNsgM+VUp8Avwf8/X/+ZyiaZYY+atiflMxfTkne2PBotqR2lqsPDsmuBGO8+Y3I+HONrSIXvwd+KLO9+EVBdhuZfzcyeCUTsD7qictW8M5uKHQW0CSrnkO33fmTSHkqr908CHQL+bzuYQ3LhCT1tGXC/GKMagxmowlHLe1EdDjdUYvt2zeEBJKF9G+q+3r4ZKXgaYb59op6pAmp5fb9SBw7TObpykJUpK4M8XaIzaE+67CjDrdMSS8N0aQwDhAU5UOPXWrivnBkurOO870RyaUYdFsq1m85KDz2MmX0s4yf+AfM7i25eTUlRsUwb9GPlyzNmNEXhvpY8LTipaF8IJSsqEHfWIbfnpMljnKQ0LaW/WFFYjzToubeYMVvzl6w6ArmzYAHg1sALpoRrbecjSSk1yryF+59whfjOT+5OKXcZGzahFleSv26Ea9rmzCRzGmfPIrccRrptS0b8bB0Z+hcxo2GxHhy4+iCYS8pqV1CYTvWbYY/afBPc6JWNPtSGqlbMRCbE1np9aFwck0jgjDR0leq9Bn6VmNa8ZLqGaja9LQ0CeZ8Jm1OCFt2yLZtyF0GfYvJ0VfYdJOAH3uKi6QvqZXn2qlIC25bcSdrwbK3JaGiVXtX0bTNnG/noKhFgW5E6zQqYTT4HgsNyRbrFLih25Z7fqmTqPZ31Vv1vhac3il8JuLLxUXclW/mt4Gb9y3lqeQqCIpsVjEdVXx39prCdLxVXHIvWZAox8oXYKCLhiQRH+umGHLVyeY7+CsXvNpMqP/ze6Lrmyrcw1zUl7YbyTbntI2lVb9RJXeJoW1yT7LN8e5xfXfN7OqruaBfFQO9F2N8BRBjfKWUOu4fvw/8gy8d97x/7L8zlFJ/DfhrAGa2J+GOjiw/3mf01pJh1rKsM9Y/mzH9Qrii5Wlk9FTq4W/fBVMq/FjCzHQpJWumF41Yve1Jb0SRff1eRLlIstKQhp3bHi24frFm5xbdQXlPlOOX3+sYfZSQD1uq2jD4uyO6H9bk44bw8zHNWUeSO1RMcbMOc5OQ30TyeWB9aujGUo6a3SjW77egErpJoL0umNxbs3xgUE6jdMQvU7SJNIcB3WhiGjErzd4fJrTThHAvSM9yB0LGBHe/pdMWKgsmUntN/v6aepGRnickKzj8RwaU4fp3ApvvS2uFxWJGvtKUzYjKKyZv3nL49g2XxR54hS415dsdBIU3HpV7OM9YfrpH/sYK7zVp6hilDXtZRWE6Gm+5akZoFXi2nLJoc+4PF4xtw/OmIKBIjeeDy3tcjkbcH95yPF7zxTpjfjPizb0bTqdLPrke4IZCAypPFNkcskWvohQjSSUK7e2kTw4OodkP0pI4CxRZR+cNny0OyK3jzck1Vnv2k5JXqzHGhp2HsnjbkC4i0886gjUsvy0q9j6NZFHtaDXdCAhiqIIV5fqQiOWrTgLJSoxNfikttbeGv9mP0l+pvaMXtRPhJEctFXfJQlEdSyIwaoMbSjJImvNFulGE/RZ1naJb9UsesHJ3xm+LL/rsrl+6chB70WXlIbsSbYRg+2INYXCR3so5bksZB68j1XHvweaQvRZYox1JEUBUMqdDJo3turE0WyTA6g1L82ZDPmp4NJszSWveGNxwmKwZ6JaZXTPs1aEv3ARDYBVySp9RhpS1z0iUZ2Ba/vzhJxgV+JF5wI//Ys76kwmjJ1bkJFvuND37jD303n5P6yLePRUNsna2Tru6M7i2lGg1n38pc/crjH/ZSaQ/yoz/kWcWY/wbwN8AyN++H49OFgzTltthQdUkFKOO+T85oriSHubBCkZpS6F9FJewfiNQPE12ZGify+6y/F6LXgqncf22w6wMg1eKbgyjWYkbphJW7G/fs6eIJMKhS1bgc8v6Wx2qTBl+ntCOwZxn+DZDB6EV6UlDcaHwecLwmWL+3SCk+hbKs8D0Q8nq6qVFvbMm+WhEujCsugkMRQMy+yKnOenELjpFNJHRZ4bNg8Dt9z12aRg817T74h03U0X9TiPq5jbgNgm6cITG0NaWwX5FVRu6PSieGwavI4e/r1m9kVMfhd3um18YumFk9ckeIY/Y/V76a1kQOs3Z4yvObyb4hWwQ2YuUap1xfLQkNZ6Hw1vO6zGX1YhNm5Iaz/Fgxe/ee4YLhstmxEG24fH4GhcMG59yOlmyaHL+3idvyyQOCjVP+fj6iH/74Ye4x5on2QFdaaWKS99lk9O1UI6SdWT9KNIcR1TT44WdCBR7r0mMZ5zKd5k3A1ZdxrrLmOQNiw9nu/m383K1whcix+cLEbTZPJDyXBWFhO6GYpBCKpFEM5MdOCYBn+seX1N0M7FebmAIex16kZBdy/PNniR5tiR71YkBC1ZKOKOBzbdaEVyl73eVBVSQ4g7dyo3rRr1wSegz1VulpaL3JPtkkHaxV5dS2LXeee/tftzV1rdT6eUuDdkUthH3VXdSBtxOFEkZaMe694AlI5/dSg+yaOSz7AYGV4HXv9tAVMxGJb+9/4zH+RVD3ZCrji4aNiGjDgk3fkiImhs3pAmWNlgqn/BPXj/AqIg1ch6ZdRwWG3549pR/GN5gMRgy/tQQKhH03lZtBSsYeUgAfedZbgWExEOPv+Sp61ail/w6ks89dvPPRRn/2PFVDei5Uuq09z5PgYv+8efAwy8d9wB4+S96M6MDh4MNH/7okfDl3l7z4h+doTQ0B5HsWtHuyZfuxgo3hOZAdDDThRDNQay3ivSTUHZ5XWnShWT9UNB1Bh2gOhZPB2RSduNI0Wfumz500qVBjTtJBu1JX3DlNc2DhuyzjGYvwT+KFK9FgLk6lhCnOvGYWpMtA9kiUFwrXvzlAvWoIfuR9DuqHnuUEy9L+YT6TKo2lBNPY/BSEibN+xVdVWDqu0WSPE8p9y3ptSbpFNlcVPKbA09ZWvIrQ3PkqR54dGfIbiU0Thaa9t2K5lCRfiESat5CzD2utMzuLXHvNrjf32f52Qnp7y2xpw3rZxPaN2vyQYsPmle3I0JUVJ1lmHZ8e3bOvBnwajNh3gy4P7zlT+9/jlGBMqTUIaGp9nhrfM0yz3HecHUxwcwtulEsz0f8dHzGUbHmqZ5Bp4hIOKy86hMcsrB1C5NPNbffdcSpxxSOQd6htRjQsknZzyXDnxrHEMVPP7/PeK8UHHEoTfGGz6WjgBvqu0RClAaE1SNPaASzHjyRCrh41mJfZOiFsCDcgWPy45TyvlQgrd51kiz0CnXckGgRQOnaXqatL+k0TexVsHoDkEMM8t0AdNV7uIBZa3wS+jA+kqz1TtJOer+zq+nfKn61ExGHSdaiwUAthPl2r19sUbzlbc+qLd67xTi3pb7JJoi33NenRwt2HQUTzkSM2jR3hQAXv62IQfHgZM7/+P6PGesaQyBRjk1IqWNKExKeNjNuO9GOe1VNuK4GGBW5uB3RLTKhLKoIEwcqUu4njA4b3j8+5yN9TL2YCETn7rqUhl7sewuNRCOaGeje++wz7tvvm82l+WQ+9yQb3zMfvpoH+lWrQP+fwH/Q//4fAP+PLz3+7ymlMqXUm8A7/Ana1Ttn+OJvPyYmkfS9JfpHY3wuPMzx59s65dhTNKB+1MqOHEWzUvseC2sUvFEyONpgK9VrJ8YdJtgeiggGUY73hVw0N5TJY2oRIXEj4fMNXmqKoqUbC8/U1JIRzj/J6CYBkwT8PcnulscaN450w0hMxKhK+xEp/3vj/xXhNmHzg4p2GlBlXyqXSV8i1Sp0o0kWuve4e97aMqF9s8bnUTQLVb/Yho52Fhg/iZgqsv+LwPE/UBTPkx1DQe+1ZAvZeaefB9mV5ymsEtLv3xIyuTaDT1PsVcLy5wesVznlI0c3hPS/nrBeFBy+dYO+SAk/m3D1eoJNPGWbMMkbfFTMmwFngwW/c/iM39h/yWm+ZOELfNScJre8mV3y9vCSQre4qLk/XrB/uMJPHaZVDL5I+OjDMy6rEVnewaTDTUSgwlZ9IUNvKLa6Bfm5RSWSsFIqMs4bTqYrfFR88PyE54sppUupXML+wYq2E8yzmfUb6VjKCet9zfBVYO8Dud9RQ3ohFWWq7evgbzTTaUl34Gj2I2G/4/DeEjeUZI49qHn45iXKRib31rx//zWhLxQwNbhc1LckRFfUR5HqUSettrc6pQ7B1htpaeOnkshLXyfSmLDnMH654kg7yTz7rDdqfflrdyT3L2p2SSLXK4Btva92Ip6vz0SJSUJiwUHz24BpI0kV0N1da+Vgt9J5IjC+fBPqg8jNDwJ+EDi9d8v/9OE/5iy5JVEej+bz5phzN2XuhvzNq2/zrNon0Z7Kizyh84aL+ZjwfMDgi4S9Xyjyc4N9ncIyYbkueFVOsDrQtiLx+GVDuTWSO8P5S0aUnRAJSgSAxl/A9FPP6EVHunQot80kfTVD+C/0QJVS/zckYXSolHoO/B+B/xj4z5RS/wvgKfBXAWKMP1NK/WfAzxHU4X/1L8rAA9ApzG/fEucDzN+ZkjioHnnUQrN8S/iBupUdu36vZjBsaOZjqd/VPYaTQvdWxf3Zkqu/e0q+hvWjgF1puqnQUcYnK1aXI3ILqt26+Ip25ileWMn+Tu5AZ59LaOYmwm9LVn0P9DH4QeBkf8X5xZT8WgSgQ+ZJakP21GLLyPKxlJXqDpIqsv9TRbtX4H64on0xFLK9liqQ/MKQrHoBinKbJVaQB2Kr4Vsb6nWKXlmh1CwSmHbcfCfl0d9sWT0QWCK/itRvt4TPUtKfF6weR+xa9WEZ1I8dOE1ZZqjTWvDXTrx0gKpI0bOWbtTRnFr0PCUeKH733/iIP3xxn3HqyBOHVpFx2hCiYmBb7qVLEuVZ+IKxqZl3AxYUdNGw9hkvqj3GSY1VgTYYYlTSgM4Kdza9NvAOTAY19flw53HHo63HdqeGpHwU3LC0mIOOYdaSW0fnDe8fXnA9GlI7S+Mtp4MFizqnviygCGAj8UUiOrFDSfZoF0S1v4q9lkLsOwXEHVm+ejmB3NNNIqM94Z1WZx4mHdFrVnVGNmz502df8LObU3xpSUYt7b5l+GDF5tkYN5Z21slKYRpLc+zJ5rbvtgDZhcENpL+ReZnQjQPdRDY+u9G99B07rUxa+kw4tAeeshUlLr0xOwJ/VMJ1bo4C5qAhPi12uKjPY19TH3Yc0215M9z9VB50lM2rnqkdHcyfNESnKPZqTveW/M8f/ANmZk1Ac+NGfFwd81ZxydrnfFoecZStqXzCT29Oua1y1osC8yojv1EMXkds5SmPDKaDWCqC0fhNwm2Vc5BvcHWC7fVb5RoIjUok7rgrAw3sWvGgpTCluJBmd7b0/TFbHFg2520bkF91/Emy8P/+H/PUX/pjjv+PgP/oVzkJlQXqj6YcfAwQWbwLo0+TvtEaNHuwfhyIBy2nx7e8/sUxxinqXj0pv1A0f3HJ8bBi8f8+JXOSDMrmd9Uim7c79nWQndRElO6b1x0F9LiDKOVfdgPl/UDxSrN5t0U/HZNfaar7DtNYfArtLGD3WprOEr2Wuuh5xK4MphIytS8kObB+JImD/FIWf7KM8Ptj6vdamjEMP05Z/2aNeZnhRqI8FCP4pG8A90K4qN3Gkl9ristISOQ8wnlGfRz47K8asgsJzfY+7aiOM1aPpfeRdopu0uuZrmH084zqOJJ/Ihlf90aD+rMrMh2Yv5xCGtAKfGMoZhX33xYD9NH1Ee/fu2DVZbxejMkSR+MsP5g9pwmWtc84TNYYAqVPeau45Iv6kE/LQ9ZdxrwZcGMGlF3KukkJUcmqjCJyYkvFFx/f49vffs78cEA7z7ELs+PshnTbMO0O5lBeYa2ndQYfciZ5zYv1lIOiFAPqLOsuY5B06HFHcBoaSdakSwlV65lU1phWxLF1BzYqyjccqnDEtSG/EoNX34P0dMMwa7m4mqArTXKvY29UUjYps/GGz1aHFIkoEM2mGxY2cDxe81kyEpw1i5hyKz8XRTGpUcLlXCrS275FSI/VxSSiGi09nNptqSg7gr7P++PSQPN+i7oQJohAHsJtHb4Ae1Qxm5ScrxL8ItmFvG4g3zsY6TWflJHqQERdtnhruu4jIoSVoIKQ+QeTmh+ePeU0W/B2fsGeKXnSHlGGlM+qQ0am4SerB1Q+4bPFAcsyp15nxE6jGo0phaFS3QuUJ0h7mL4lic/EoCVXluYg4bIaEWvTt0YRBs32Om03lF+u2xeObTZHREjWfQuRL9nJX2o18hWrkb4WlUixkQu5/BZ0Rx2qNHQj2VK6oZTvxTTy7oNzPv39R2RrRXVfxEXSuWLxp2vORiU3/80JOod6KCR53+evumlgMCu5vRmRTFr80krFSIR42BIbQ7snGGh9GHdVC2f3b7h5diKh5F5LuJXsuj0t6RrL8sOZKMgPFflcSj6VF71Cl8lk62pFfewxjSG/jKzelLBu+ElK+X5D9b0Ka4KI9M4V1bEA+slSXm83IsVmSzEg7VQA/sH5XYXJ1e/21RzvlGweDFBeEk62ihTXgeVjEXIeXETqfVGrNy2gIH+SUZ2n+JOW/KDi0WzOQb7hsh5hVGCUiJep+5mXGcfReMO8LHixmHKQbxgnNVduxE9uz3g4vGViK76oDwlREfp0pw+am3bAuspomwS/tpi1KDFt+Y3J0vB6Nea3Hjzno+KIeTaS47atRLzIr2kvG13x3LAuBuRjSRqNsoZ7gxXPlvsoFTm/HfHajDnaW5NkjjYm0N713OmGvRRdup1n8h3bae+VXKf4ocdWlmwe8ZmByzHn9zPsTYIfBrxX+KCp6oT9QcX5asT7hxeQRK5uR/jKMs8KyD1RGZJr3XuUinZf7TzB7VARfCr4vLrVdD1Waas+678U7VTTSmjucxFZSa4t7syDEcaAqQX3zN9bcJtMyBJP1Yogthv1G3AR0Lciaag7mDwJpAtHeSj9uIKVnIDp4q48VPqNQfLOkr/69h9wmt6SKoePmgs34Xm7z88Wp1gVcNmGeVvwZLHPYjUgTR0sEgavpfHhtjAA7prEbQnvBEV1T0qw3Toj27tl/2zB6nZGftO3Vkm+ZEB7MDIacRaKSxhcBNKl9Gwy7Zea3Kk+U697fFcpQvHV0MyvhQFVQSZCGHqSy4RkITSKrbahT2H/0ZwPvzhlOFds3pBGbspD/DMLfvf4NR/+398jbyUksZWinURsraS/+6SjvB4wPCypNin5jbj+fhCwqaNzKcW5kIrjg5rsw4Lm/QoftFSZHHQi4DCIxL0Oagu3KaEImFtLdU9aByfrHtj3kC8C1YHuOXwiZadbxfC5YGH1LGLOU8JZTYgK96jFVBndcYcrDaY27H/oSReO89/LyK8l02EaqRC5/j4c/EQypYPnUkeuPx2yfiPgjjtUFLK+zwymhvUbnnmuZccNck6Dc/EAy1NFnSV0SeDFYsqn54dEr5hOS946vSY3Dq0CbbDgwBvHOG9YVDl//4O3mRxumBY1V6shiybndLhkP63oouaqlsfqNsEFLcZzmZBdWJKVaGumyy03TzGfTlmOV0yLms0go201oRMPTTuFXQlLwlaiSFQfWZLZBqMil6sR6ybb1dqPRxXrTc7LZwfMThY0qwztpS5cyh3FIDRTRUxEc1UFcPuOwRcJbhjpMkU7hqKSueiGAXuVCC+1VlgbuHw9Ba9YFDnrFxPCwSXFpKa6LiCJZIkjHXT4zOPXOXYtIjW61n1ia+sFbRkhvUHp6TbbPkzTt+bMX03IXyTUR8IU8A9rfCPkUZs5uoEh5Aq7tgJDxF6V/nKIHkkbUlcIFprc6h0roDoNFJeawStHshHJRDcQGlnosdHb7zmyK4N7u+Z/+e7vc5rMCX0a5fPmiKfVPrftgBAVLzcTfvzkPkpFkswROo3+0YTZTSRdBrTfktrvZBRRgse6QmACU4vClZ+C1YHFYkC+lNzHNnTf2ZA+EZisFMNXgcF5t/M2VRAao9J9f3qt0L3n6QpDs2doR//98kD/pY6YSyg++7ElqSIul0ntC3b9f9ZXYyY/SVl+u5Ow73VC93bFD05e8Pd+9C4TBYt3I5NPpKGaEJcjft+xv7fBBc3BsOTFR2ci2XXksUcVWkeScwmTqzNPXCUkCt67f84nr4/QZxX+NiNGA1lA24AxAWdEYX7wSlgB5anImykjupHNnkyE4Yu+4+Eg4Aqz60duGlmso39QsPqzJbE2lG916NQTOk11Emj2NcVlJud22HfILPoePaXi1V/wkDnsRUKyET7b3geK1ZuphDk5lGee4rXBrqXctBtH3FlLzB0LFeluc+zSEG0kTR2J8RwebkiM5+XthP/y59/hd99+wu9MX6BVYN4J9aSLho3LGD+qSZSnCZbbScF5ORFt0NWATZvyeHrDcbHi2Xqfqkuoq5RkYUQZvldZF8xZ6tEHzywf2PvsHa9IU0ecQhhrfGWJq74aK0hnVRUEtlgNxoxPVhRptzOerjNUVwOSaQOd4uZqDFoy5m0BtrJEC8009IkZEbnwKZilfI7dSEtfENV3P3biBf18hqkEWmhbi7lJ8Acdiy/2MEe11PhvUjCR4V5F6wztIiPbq2lT4fuGpd41DYy5l9bd1bYfVV8dpMRI2LLH/9sE5SRLH2cdrUmIlZW5vNAYE9F7NUXWsWj2sJVicz0gqaXYwGlhloRBQNd6l5RSXnIM6weK8XORqGv21a5dss80t9+OTM5WvP29K74zec2+3XDjRyzcgJ8sz3iymHE6FnnBm2qA85qD2ZrlJqctU1gkQqEyim6gGL4OkulvvVDJcknqJX0o7fP+e0dFWSR89OoY8zy/wz+/5HVKklhq94srafOxwzf/GWhT+W2DPUM7MrJOB5JM+yrja2FAVS0tMbSDdijk4nYqYgNRw8E718x/ckh5EknPZeKr76y4P1nzdLVPMhelpOxK0+xBfFDhL3PsRnF0sqDpLAfDkicfnWC0GOT8dIPWkfLZGKN6hZujivjFkPZbFVflkIO9NZc/OyLbaJr7Lao2DEc1MSpCLbu+ChJOLt8X1NqNo+A5fV/x4WupVIpDTzMT4QU32OI1Uk6nVcRnftc6Q3WK4TPN5lFg9bbH7LUkiefmukC1sjuPPjfM/tCwObOiBrWWen6/UoyeRtYPEU9z4ojnBjTU97xQW5wmyzusDpSfDMmvFNU9TfxgRBUVmyTiHjQkmWN/tibVnot2TNaztD0arSLPN3u4KL+7oEm1Z5g0hKg5HS9pgmXZ5eynJfcGK3708j5umaIzaZWcrO74nVvh3uwGXGFZZAPSvKOrEtTa7iT+TCPem+pbYiRLyP/AUM/2uXq34d69BXWb7Epf3WUOQ49aWTAS4o1PVqzskPQ8IaaRUHh8pzB1AhGKS0V2HakPFcWFQAwhA9UplIr4caC4NPiBIkSFH3vU2pBfaNojeLGeEhtDvl8zLmpaZzCjTspfbSTut/g2x00CqlHSyrrnb4qEXKQbqp3M4zbzXn8xkg16FJnub1isxfO1BxVxNUSpSFOmtFWyM4zpucUNhUXia6lICimkt3pneImQLAQrX99PWb0hfGTlZEOpjyI//L2PGJqW745eolXgRbvPx+tj/vHTR7jG8oO3njJNa56u9+m8JkaFD9BuUvStxbQKU0p7GqKwVpKNorjuFbfWgTi2uEQoVa7QdCNw40hMA66xZNVdCL5NFikP+U1keC7R2m70BnQbtkcjnmfIFd3Y0I70rvLKZ+zUm37V8bUwoFscSjlp0rUVsfUpTP7cOeefHpLVCldE2iMPmaeb55i9JS9vpoQsErJIfmVQf25OvSgk8fOwY1aUPCln3JYFUQttpD1zNJUUy8Y0oNeG5sBjgt7JbpVNilIiFNKNI/Y6YfT+nBAVnTM9NWJbFSEJjeqtFhrN+BO7w9NcfqftuFPX7oVzuwFsHgb05wM4cgyLBv90iJ84Ng8UYeRIzxOKDwaU9yOTc8X6YejVpQQgv/ePHasHhmwRGJzDxe9Gpp9G2rFh/S2HuU6kedjnUB0b0qUk5NZuxMnja/b+1Euu1kOoE9rGYlKPsZ5h4pkUNVWb8POreyynOQPboonM0pJvD1/yncFLFr5g3g151Uw5zRYsXcHTcp9X1WR3/D8+f0jrLHnaUacZ9tKQrOXe+1T1faoi3UC6Z+59BMsup303sn+wZl1kxAONC4q2snTXVnAwB81MKGkqgD1POW9m5AcVNvPEzOPXCXplMaWiO3TotWE1H/D4jUuebE6JaUBtDEw7mseB7LNsx4wwDbumc/mlqBzdXE4oXhnp31VErA74NBDR1KeeWFq6qUE1mnqRcQvUSxGO7jpJis32N8xf58TMYzZitLXruZabni7UCT9UhGyESZEs9S4rv1zKBq5HHUniKQ8c/sVIOM/3OxQSgQ2faVaTgG5F4Fua62lZC7XayfUJM0Ca69WPWrIXCe0sEHXk3jtXXFYjzqPiu6OXNCHB9xvncNDw3TeecJit+eD2hNqJSVlvclxp0WtLcS7iNtrHneJ/2ivLi+C0GDnTBlwubXJA4AM3AjPuCNfZjr4VtVyvZCktjdOVSN7txtb73A4FPtV0Y0NX6P7e9fzitC/A+YqEzq+FAfU5lPclW25KGD2FfO55+Zci1c0EfC+UcFaD09jzFLfn2bQp7TyHQSB/ZdncD+ReU/wip3zc8ed+40NumiFp4lh/sE9eK5ojIV+H1ohM3rij1ZHxvTXrRUEce3SEtjW4ywLuC+Gdg4Zx3vDiYo/QGNL1ncBvN5AbXkxr7N+fMHniacdaFLd9rwSzMbiJJ14KXUoU4aXKpD5xZK8s6iQSsgBGuIZ4xfgzsE2gG2mKy0A31AxeR26+70k2hqTS0utbCU41+VRx820RQ7E/sWwebBXShW9aniomH2mqE8XrbJ+zsxva1uKdRl8lmDJFeUW5F1gXI9L9mrPZgoNsw9C0BJRkVasjjtMVme54lF2jVeQPbx/w+fWMvWGFUZFXywnrTU4IilAJb1NVZkeMz+ciahwSdZdJNX1zv1FE68gg7XgwXbDpUr54dYBeGRQiNm0q0dfcPJRQLeTys74uwIqhISjCwBMK5LMnDqUjWkXiwJM/F7qQepXdkdGnUhM/fK4p74mmakikY2n+JBWRYQMxC3TzDFNq8egOAjFTrMpcPP1W05QJamMo04zvPnrFh/GYurP4seetxxd85k4YfmF7tfm7TLJpEEGa/RbzLMONpIEh0w6TBMznBd39llBafOqYnSyYP9nHlpq2NEQTMY1g8OnckN3IfEMj1VFaWoyU9+OuTNQNpe2zTj3tviE5rsgzwU1XTYbRAY9Cq8Cresq6y3h7dkWmHZ+tD7kqB2yqjOY2R9UahZRb605EWoqr0OsX9G2He4fS9wmcndBHkIIH4bdKcYJue3GZXiu0uA5kc4+t/C7zHpVEZ9vWz1GJNqgbfcnjzPvsfbr1PONd//mvML4WBpQvSXTpvk/M/H1DNlvRng9IF4LdJZmjvRlSXChWx4H5YohZGeJpTR2BPBB+NKU7CHz73RcUpuPZ7R6rZxPSRnZbNWmFTJ9CaA3oyOCwpK4TIcb3woDdOqU4N1RvteSTmmpeyKKLivR10kuISWbSDSShUJcpQw31vhbxkgHkrYR+xinUvQ3deIhuRdEm5IH83EIaaE4i3cczlAa1tNj7Jd2FeBnbFgvLNzRuGFk9hjf+c8/mVHQyty1axWMKpKu+P3df5qasKFTll+JVrd4WjMjkjmWVY34yQhuBNnTXT7AikEwbZpMNtbN8fHvEyXDJWbFgHVN+envGNKs4Kxbs2xKjAt8aXzKwLZ/ODygSx+lkSTfacLEaUepMqotqgy2ln492d5U0XdFrTQ57/l4AYz0nwyXTpAZGPLw3Jztzu4VaXRV0E0OyVlRvtNBpsFHoUZ1GDztYSrVTyCVUtwPHaFjz7HKffK9GPU1I1lpEQJaK6jRgSkUoBG/2RdwlWogiKlIfweipIrk1hCSS3koYHLIAXpS61MDBMsG8zhi8VqxnsGozzmYLrtZDkmlDYTuSaYNylm5fFr0bKfRc+MDp4zV1mQqWPwik14Y2sWT3NmwOUvAKnBJ1MGehLxTIzw1uFPFZZP2mZ/jEUtwEVkNNsx9JrCK9hfFLRzexO93SrE+uRq9h7Ohqi1KRaVFzOlyKmhaRn6zv0wXDg8EtV+2QT5eHXG8G0uMqKOyoIxRyXvEwsJql2FvRCM0vI6M6kKw6QmpEQ1SLVKHu1ey3UnzdCHEknGZwJZn7/CaQ33h0K73gY99eZDu2VUXRCM7ZjQzNpG/Al21b/IhhjrsMfvz1Een/+xgK2Dx27P3EYtpIdU+R/M6c5cWIo3+iufyzjr3jFbevx8x+3vcr6hT5fsvmWJNljniVo1srVTjfvuaqlOzv5tMptu31C4eB0bgWD+YP9mmOPYePb6g7S12lkqVbW6KNjI/XdE9TzI2ltilHZ7dysqsEN4rY44pQDWinUiXlZw42VhrinapdGeIWv4oWZuOSy9FASukaRbK01CdOtEAzULcWN5Z+5kpF0rnGDYVapXsOoQow/gJCoknXgc09kSezlUyGdC0itKs3RHHq6A8CyzfkmGYmBqE415RnAfUyZ1NkxEfS2kMEUKTqRVcaXxacN5Z81DAqGp6v9ni+2pNFlYmyxY9u7nOQbxjYlhA1Y9vwzuyK63rITTXYUaCKQUNZZuhaYzeCYZo2YqrQczyV4GSt4vZdSN9cYUzg89sZk1yMzSBpabyl8wbXiYiKm3pCprFXCXvfu+b6asx4r2T5aozS4ItATIQwj4nElzm3BwZ9m8BpSfh2SfaTgegirBXxuCG8yDEboU65kegbRAXFuWHzMBD3O9KfpjQrRffdirgaEEwkO6yIH45wpcY4xeDdW1ZPJyRrjXmWs5xmjLOWrjN4p3m1GhPjljrXJ48KKfpwReTBdMWNHdAWHe8fXfGzXzwEFamejFFJJLlK8G/WBK9l/gaFerShus3R1V1M6oZSYWcr8L2ik2kj5aHoNmyJ9cIbVZiLFLfnSM8txfdL9vKK/bTi3eE5L5o9fFRk2vHB4h7zsmC9yekWGXbSYhNP2ynCJiGZG8ZfbNuUSH2+cE2dqNerXoi5C8JXHmrasaI6FG+/m0TyUUtbW2wNoxeebN7tDKSKvbHscU7tgiSpRpZupOmGwtH26Z26lM/F69z1RYIvMfB/9fG1MKDRRMYfW1SUfujdb60JzjD6OOH2vcjjxxd88fyQe3+n71V0AGgY5Q3ea5pnI7JGUb9XUwwbhqnUbD//8Jj8RtN+pyJcp+hG0TQJ4fMhKo9EFXk0mfOz16fkRYtzBq9BdZph1rIIQkT3pSXOFM+v9gRcn7aEoElqAdu7cWTvYM3qk72+f5J4UqaS+xLSyN6Hiqv7YzhqCLcF2W3fT+fbFc1VgelDfDMWlYm2TognjqgsvpAkwLZeOlsG1vcN2ULKWF0OkycON9CsT40IzKbCA4xW74jopoHB52DrwOCVaDbWqefs7WteVcfkF5rqocNOWtH3baUueZi3DNN2J9JxU0kt80U53ul/hqj5g1f3cc5I6J03aCWCELOiJEbF53VC7AVAkrInMW8zqbH3EBLF9JPIQo/Yf+8G5zXLOqO2lkQHFlUughOJw/uEwXNLOxHNx6uXUybHa5rWoscdSkUxmhG00yTnCT6LpC9S2pMO/XRITPokXxqoHnnoDJq+9HcS0fXWu4ygZOMb7W+ojjJMB+2rnObQoxuFvylQk36DeuSISHa/PJEmc/P5iJu1RQ0dg3HDuszxNxlxX9jjpjY7KCPkkdpZjsdrCtsxsg3ZrKK5Fl2E0HvF4SalOFtTXg0gDeSJp0sD6Wup4R8+E0lCn2wr6CLDlwjOf6+vKurV63UH9aEwWIi9960it3XBXlryX1+9w/3BAhcMf//JW7hlCklgcrBhPKpYrQvChyNUBoO5YvQ8MnzZYiuPKwwhk75X7Tgh0QrdeEATMt0neXqFfS0E/7jXEYKi+GnB9HNHsvS9vVC7CiJ6yCMYRRgYXKFxuYTqvlA7NoPr267EPpEo9DAp5viq/ZDga2JACYrNo0CYOO6d3FJ+cEiXRcxB5PA3L/ji2RHpy4T5d4AA7YEIb9yuB9SLDJVIi191kxIHLesmY1VmjD81rN8MRCd17MW7t2zWOUkjFBQ1crTh/0/dn8Ratm3pedg351z12vUpo44bt3rFfZkv38tkJjNJETIp2jBcwAYsqGHBBgioY0Aw4AYpd9wSwJYAdwm4YQM2LMGyTXZkipQoUiySSb7MV+S79b1Rx6l3vVc953RjrLPjJs0i89k0HjcQiHtPxD7nxD5rjzXmGP///QFp3LBc5phA5o96q9mUiRQeAzpvCYyF1ykctJwerjj77FjCvhKFmomW0xSiUTOlp0sFgtIl8ubBgb+KyR6t2d4NyV4EkooZOOpQ/PPEFreMJEteeQgdXS7Ftzy+JfdANVHs7snwfftINqhrJRRw3YkrqtIittY1QnpyQpgv7jt0qclfKw5/1uG1ovqDE/hzDWVsZACvPGnaYHLP8nLIzdMp16EnP95xb7zi4XBB3DM3nVd0XpMHNT+8+5J1kzKvMtKgpesn82frEXUTYDuDCnopy0ARVD0fM1W0WS+4T6BOFcOvFcX1IeWHNYdHa5rO7MEWm13CbLxjZxzNekS0VoJo65RYVLXDbUJcJEfq9HVAN5CYl+JOfxw3nm5kia4Mzchx+t9qbv6HJV0jM9ZwA9t3HIOnhnoqoOvNxJMeFVivKH5YYouA7GlI8agVPWRsUVXvfks7vnV4yR8UMeUkQMcWXxn0sMWvI8y4pHo5JL3RdN8vsZ1BnwXQh825oYySTtINZ8WI1+sRzWWGqRXtxKJrjTuqMecxVREx/nkokTUnCIxFy0hC9fPEaC2ZViCXVpurvTnhm7rKdigzUZVYhqcblsuclcq4Wg/oWsNX5pDuLJPZ5oOK0ahkeT1A7WRB5qeO5Mww+cKSXrV0qaHTimDb4luNCwSS04wDdGPk2K6FXt9m0gy0A5EfDsYl23lGtmW/GNof1x295VYiRNpc0yWyIHKm57h+I8pYEij8ng8gd7dbOyf/Zh/hMZ6D92+IjOXs42OyC83uowo7gosvDiHq0/zCfuBdamzmZJPeaCZ/KKzC7t9aczTcMS9S2jc5kQF9XGG+yLDvFxS7hPDrRCQjA8t7967YtRFx2KGNx10kDF9JaqfREtNgJx1h4KjbXoNoHIOwIT3XAivokVlRYKmUFFTx4DqitWxwRZSsCFeKaVZSL8eyLJn02Ekt/67oaUx9Yoku5Gs1B5ZopWmGcgHcRoa4UJGew+6+FOaggO0D+T259nS5YvDaUx4pto8FBdgcd+idIdiIW2r9QcfmXUVyLpv59LOY8r6VjroK0MYxHRY8eHhNHHQMw4rGBTybz1hUqej88oKTdMOL1ZSbKOfxYM5JuiYJWjSexhkWdcY4rViRUK9jAivsAtWDMFzbv8lTufB1JxvW7UNxhPlOcXUxlvFKZYimFXlW03aGR7MF81+puf74kPy1ZvOuIk5aqipEZR36MsalQjMyhaKeyfukyx1Hx2uuLsa0M5EBtWlO8k9yNt+rUW1fcMYNXZpKN3rk0JmoN4Kh3V+31XdK1E0sbrWko+00TQphZNm2MWHU0W1D/CIiPino2oDklaE9MXK0r6G4SVCtprrXEl2JNz56E3KxPWL7MKbYxRKrctDiJxZqg9ppuImwiSN4mYg2egG1V72NUSzFq/cd4VbRjBXJldCTulSC9eL+hFRP5GbbDiB9tGE3T9HGs16nxF8nVI9q6ssMH1uC65BkpSQVF9h9PCVU0A0dLuuIzkJGzyQy2iaG5LoC53BRIEft3n2ka4+LFc1QmL31RDrQcCdous4qAu0w85D02hFuZO4J7AX4Lpa5apfq/XzTRmqfIbVfFMXSoNw60P7Iw/eSrX+TrZwmdGzLmOosJz/XqN9eELcB/HyICzz2SUlHhEo7cbHcGGwuonYK0Qcuvt/xaLjj+bMjwlFNsFXY31nRXeV0py0B4G5kTtRlnsHpltYaWqe5mo+wuwDTb/i6FIaBZRt4hkdbqiqkqMTWp40nDdp9GFgzdfhdCFMhedtEtrim1Pt8mfRC04zFx70oUrpUuiGbQLGJyacl9U1I/W6FLwKCnaL4QI7L1T1PsAwwpQAXdveERzl4KQXWDFt2YYIPRDfbTBSDlw4bKYYvLNFS04w1mw8lh6kbub3Gzw86ykeO8JOQeOHRnaEZe+yThmFWo5VnVSbSfWdwJ1vx+MEcgElYMG9zahvwF+5+xtBUVC7ki90xh9GO82rIi/UUrSSADgCv9lxNYJ/y6Hq94/pdTze06EG7X/AFsaWrAnyjCUYNzTwhPLHUnebT53cYTgre+bXXXL43gGVGsYnRoVCNbW4J14Z24ggXQpKv77ek44r5cgCVZvilYZ2FzL/vOPmHiu3jgOS6V310mmbiiG806auQ6tBgjirKIsYtIsKDirYMIbUQOcGxtYropKDrDJ98dn/v/tG1pC7ks5J6ktCtEoLMg1cMngXUU4/1RhaTA7Hu6k6xjQeiyph1hHmLe5Oibmd4GvywI7iIKU89g+fgfzrC9LleNgYfOsJ1f4xPhM+gG5nJ11O5BsOdkPm9EiQdTuHWIUQOF3rSr2LiBSw/EsedKaF4ZNFXsUifMo8uNPFrQ/7ak9xYomWDrjqU99g0xMVmLzWyqaYZyDiui9U+u6g88rjM4SNHOKxZvhkx/RpM6/ewEIzChpKVdZsQ6kIZ/UgsMn8EbycUt2/IlG439rc0ei/jn19UxvSL4uz+f/pQeKoiIr42RH/2moeTJdVNSj2zNKctQSBSovE/Tgg2Wqxo/QUerjXLb8Hdx9dcrgeE13JU7DJP2wQoqzBbg201yZURLNykI9CO1mms09g+Nln33ZAPPHnUYO4UMpxXUK8SwmnNeFQIVEF72VpXGj1osU7tt8rtqM+PGaq3UISN/Ft3r4foQymOXerRocM5RTewvQRDUZ30t8NWE10GcjNIPZe/Y2nGnmbsWb0PKu1wy4ighDt/35NdWKJlH5+7FhCujcU7n5yFDF7A7MdaUk8dJM9ignnA7jcKkTc9d0w/9YSfZ6x3Ysl8/+CKO8MN46ik6fNrahfwupqQ6oY7yYplm/GT9X2+2B2TBzWt12RBw93BGoCqCtltEkze0g3d3iVlo15mkug+7xySw5I0b0hGNVHWorRjcrBldLzFBJbksKTcRXivODlZUtUhX355Shx2ZKOKIO4wxpGNKkhlNukDj017HFzgOBlv8F5e6y6BO/8vIVu1uWL41LD5QSVaxNrsZ4TlvU465V2Iu0zw2tMWIWYeECyD3tgti796nqJfpKSvA7xVRBcB4UajNwGhsSgroYMulFEPt4g6ZAbZ5aJQCDeQvQjQScfR3SXuTYrNHeGqR+/FDlUEoKEdOuqZdJ3ppZxUwo1g//Izz/CFoOmCArIb+xZGknqCwvfYRahfDFCVgD50bwfVHWwfeKK5Ibn2NBOJ2Y5WkgXlFSQ3coM3jcemGhcbXBbuxy5dZqinEV0e9Nnx4nKqjhTVgfB6XeTxgWN6siZJWrIXAfm5IygcaEWXB7RZQJcbbCqjgDbTtFnvJkqlGLuwR9n1uLt91/mN3293Rrez0Gj1b7IXXnnitMV/t2UxH7BYDMheBJIpM22otzEnv6tYP5aFTP5aY769ZnEtSLvsN264Wg5wrzLc3QZ9Jsd0bRy6VLjjhvirBBt72oklHNfsyojDwY6yDZkcblleDcjeKJqxHGMWRSrdhVcESYdOhSA/zUomUUH3uMJtQoK+OC9uBgykocCclNhO0y1S0TM2cpc2pSLYaGZPNuxMKj/o65gyCUFB+okEdpenjjBt8Ve5dMvXisEr2D4IJJsntXSRQi0jTC0En6Do7+6xMC5XE7P3Fw9fW4JKs/iWJjvzfSa5onrYkLyMcF+lNI9qLgYh6YUc8YOfDPjkJx9Qzxz2oCUfV3zn+Jxn2xmHyZZRIDeBTDeUOmReZ9Q24NuTCzSeNCqYRQWBtgTacXY9xl8kaNcXz0o80C6AaipSsPaw5Wi44yAt2DQxV5sBUdC7n6yhXsjro1JLs4m4qAK8k9C7qzcTBoc7uiZAX0aohzsmsx2rIpBYkmFLcxOh5hFvkjH5oKKJOrrlgMWHmuhZzPLbnuFXEt+8fU/SSSUPXa5TcXEpiRABaGWUFC4NqtcSt6+mRNci1QoKKDuNcpII22VKCF5alkS32MR22J9e+s48qORmXM087cyhgKuzMelSU+aiby3uOaJrQ3NgRdFQSuhduPF0mSK9cfuCYWpPeaT7jCloM02XyvcnpwKPCmRbnp3rnkVLL3KXG3ZyI/T2ZiSnCI3ol81Ok79Rgm3sBFId7CztQJbCqgv6bbsQn+pxQDXTkv3kvsG7iD2+10AvLodE5yHjNwIBuU1PFQOAGA1uUzi7pB8F9V3n3uYZ9Muib/AEbq2x3sgb1dSSWJteeIavWj7/BWrXL0UBTUzHu0fX/PzpXZQC3WdxVycd7GTh0maia8tfa9bvdzzJSjbXM+yvb1jMByjjCR4U2F3E6Cto/7srqlIKjDqPiZZQHcrXazcxGE9rDdfrnFFeoQLP7oGI9b89m/Px8zvoVYg+7oNoPIyGBc4rLssh43FB+dUBbS5potH9HW0uhtpBXrG4GlLes/jAYWpNd5u02EESdMz7zBx7p2U4LmVMoBLMVgoYz3KxLpaa2/AxvEhSwnlAcqloR4Lm2z1wuFCO4V2m2D4SjakuRT+6+bZYBsf35ywe5sQvYrIzze6xphk5Zn+oqBcxux+UNPct7pnYO20iouumi6hiyxc3RxwPthxFWx4kc1pvKGzMQbjj3z76nNYbzusxIIXVovlgcEmgHZeLIZ2RvCkbe8pTUVNk53Lxl3csQd5ilOck2fDR6A0345w/uLpP2xlORhvCyZLnNzO61tBZKXTKeFxloFPsXg5h1Ekn89mATeYh9CjjeHA8ZzVMaLqA3VWGW+TiCgsgWMLuseuTGyH6IpXiUAkrFq9Fx3jakH4VU97pIHZEg4ZmkdBO7b7Rqd6rBLv2LGR3X8DZ9f2GaCW81uo8h9yhWoVPHNEyoDoQlYUc2+Vya4bSSSqvURepSKpyz+CrgO07HabUQla/CWQE8o243i6Dbicqj+zK0eYSizP6Gnb3+iz33W3EhSxcTOMJd3L0101PRps4TB8HgofNY6iPO8yoEbLSdUa00piqT+6sIJ636NbR5YHEUGcalGTJt/mtLVVgLuUDi88tug+UGw0r0kiifGYfSzF2oUIp+R5t9LZw3qaP7rF/tzg76CHLfl9EhY0qs1GFKCvipWLwypGfNZiiQ9lfbAj6S1FAN1XCi7/xDlkC+WuB2tYzT/ZKutAulRc8WsP2hyUUAdZpht+as1plBJHFWo17nqNSx+L7lgdZyevnI+zEEV+J1aA5sqhGLiA36pjEJas44b3JNYtVjgs8SdpwU2ZSkHeKZhtiBi3KeLSCZ1+d8PjdC9KolTcocndL44ZdIMuuOOxQRjJz6Pqs6sBT5x476bje5mI/jTyT6Y447NguM9mGDi2qMqRnivTaMf8I6plImKp3aigN008MQeHo1iJIL4415Ymnnkm3ISmDBhd43LhDFQYfO1aLnOHPYsZPLasnhvR1QHVsuf4tS7AMiL5IZeTwuCT8dgnWsJ3L9zVIG7K4YdtGtN7wu8sn5EaO8OOgwHlNqCyxbildRKgtY11SOGF/TkYF160IwVWj8ZklGtUs70bQauJZyYODJXnQcFENCbWlcQEfTK8oOrmhdt7w2w+eMgwlLuLp7gDnNUnQ8pM39+DnQ/SZoZ71OecDK0e4ZcRzd0CSN1QXOffeveJ8ewxO9KHbb0myqbkJqY5g+NRTPRTf+u3MLLtQbE6hOnSEK4ONNUf35ixDS1lExElL8cUEP7SYndy47MCRvAmo7vh+FNB/vkFH+mlMM5KCaepbgbcQxNocUEKbSq4kRM+FAgb2GtLXQZ+hBesPO8Klwaai9bxNNa2niuzCCfMzEYShbgRE3YwEspxdd1QHofju9duC1B1AM+tIXwcyd7+v+mRSiRyxKqSqY6KVJp7LbBUkBsRFGpsYXKB6Z5CiHt7GsrzlCjQjty+ead5wZ7zmJN3ws8s7IsEbKsmst/I81884XS932ruWeKvnvMXh7eegGlQnsrnbCJVwq8jOHYM3FabokFnOL65j+qUooLpUbB+LNKM6lrTCwYu3QNfq1BJuA4p7luirVNiZ73ZYl+I6TZR0tKsYN7LEsxLvFa8+Penv5vLCFXc8waiRjWinGM12AISBZV5n2JsYP21RSuRRru3pRSONHoqsp7MCgo1NR2PNPpvbDizeK9qxvOmqJsS3Wpwiod/n+bQTR5B1FOtEtH+NpukCiirCl4b0qBDAyasB2kI90XIHtbD6UzXaOMKrmOIYorVi9KKjS2VBZWpF96jEzmPSc015X+7qehWQXGrSK009VWze66gPDMk1HP60Y3diKI8N5f0O7jd0VYC+TFhsQg7vrWBW0DRiNEjCjqN8y7JNmUUFJ9Gak3DFdTfkshlyEO44jjYCHlEdY1OwsQmJaQmNRQcOP2wJow7nFLPRjnt335AFDesmJdCWSFuOkw2x7rBesWljGhfQOc0grPm9s4c0TcBsJEf9z96ckKQNR6Mtq+931E2AKyKRrqWW2WTLzXyAOk9obYw/brnZ5KRP1pRfjehGHrMIyd/IcbB4v2HwIiS6CLHvlOJuOrBs7huCVzHdyNFOpIM8THfkYcPny1Mq95aZ6iL5maM99ZGkw9YTOU6Gc43bRXgF3djhbyT4T/SPAgG2Idjer62cbJFvt+rVTOal5amleq/l3smSN18dEV8Z6gNHUOk9CjIoPeHWsnzPkNyIs0pZKB+L8b4ZhWSXYqe1kbzfukz0r8r2J4MjoXzdMky3jz2qMkw/7memYylWo2cO5T1dpvFK7WHFt/ZKFwgsJijkc/rYo0N536RRS2w6fnJxl+4nE2Zfi0DexgIAkXiOt0uibxLob+eZvudM+D4KB/rwPSvGgXjpyc8dyVWNbqx0nA6Utf/mF1CxyYlbSGIppM3XVjZ+RI7yeyV+E4od8ztb3h1d82Y9wkQO//EQ9agmyhraOsC8TPAziz9oMS8T6pnDR0IhwoPKJM/8Zy/vEkYdx/kWn1uyUcXuOiMcNuK/D0HPGpK04f2DK35+fgfl4MV8CvItoztFOK5Fp5haTGKZ5QXdoabYxninCIpQCEzK01WycAjTFp8omsYwGxUwKNmUMYeDHS/MgHoC1bHFZxZ/v0NdyqY93EjiJ2g2DwLqqSwbdvcdJnB045bkyYZyMYBNSP5KmI/1VGINdBtQHXqKE0+XBBx83NEOAsxOE77K0H0OueoMN9dDlHEEkeXh8Zw72ZpZtCPWHffiBUNdUTiJon2QzMl0Q+1C7sVLLtoRhYsobci6SanagDyrWZ8PqQPD40dXnGQblnVKpC3vDy+ZBoVcDygKG3EQ7nBe87qIqLqQZZUSBR11HXB5PWIe5QzyigeTJQBZ2DAIa1ZNSh5I/lLZhegDDwcbLr88IDoL4UVE/eEOf1KTfJpSPuio/3RJ+yqHTjH/tyuCFwl2E2IGHeqrDB7UtDO5Kam0I/ky4bPLY6xV6FDUGapRmGmF7QwNMtAMdnpP1U+uRSNqU0ettFDkJ+LM0o2ME5T1mFah+qTO9bs9bq9RLH/QEA9q2q8GBEclg6zmcjnAbDX5a4/qNLt7jsELTVCJxbfNxVGVLD3beyLRS18FJDfS4QqLQK6P6lBOL9FKUYwkzkS3UlhdJEXVB578paEZi2ZTt8Jd0J0QlCSkztPFkmp62wnalF6D63sknUdrSNOao3zL5+dH8DQnm0sHHW7ZP/+2eN4+lH/bdd7CRfbOItd3nQhP9JbUFC9aVK8CUB5UJ7NVIdH/Yi4k+CUpoGgv+dfziOHXcvy5PYqoTqKIqzLChY7uwBEqz6tiQtMEaGOpjzuoDKOjivmLA7qBIzkoqa5SokrugO2khW2AGnTkQ4H/au2pFwlvkhEqcMRhR1kaulh+Gs1U7lKBdhwnW360FDRaXYaEsczIbOKZ5BXLVY4qDeGoZhjWMISvLwbidNBC1kaDia1Q1geOMOzI44aij7ioq4hVYPHKU92x5Hclh71+McANLeFVIBv+2FOdWOyvlNiXmWhPU49+luHHlsVuKnNT46kORPIUdqIKSK8deN2/KeDlf98DLcFKbLC3HY9LLTiFMtAUIV/vjnmZTnl0POck3RAqy9YkaDyZqRnqitYbMl3T+oDDcMN1O+RlOeWiGJBHLYNoy/eOz7iu8n1m+INUMQ5KKhdy2Q45DjdsbMLzYkZqRE+aBQ130jWvizHPb2Y4awgiS1uGrFvDMql5PLoh1pabOmMaF1Q25Nl8hnOK+sUAH3iCo4omiInmhuAPc7q7luqDijRvKC8zkgc7nFMY42jf8YTPUxg16E7hS1F0qFahRg5+dU3zciD+99TiGkVgxEduC9m6mxuDriWKIzuXI3DxroyDgpOGUEHdZIRfaKoD+XveyImpG0mV8Ikl+zpk907HcLajaQLaqWWUtCLDWyaEFjaPoDlu0WnHzsWMv5CjbnkoutsmVwQ7T+KlICYLKajZpe+p+BJVk700MmdfSlrAbcRGUPbvo5EUs2Yky8jsXGRGi/cDkrkn2jhcH0fdJeIqspF01e1MZHcm7MiijnFacZxt+HpxgD3LGPZjK/Hmi8BefkmZuIUme+jByLdLob6oIsf4aA3x3DM464hvKlTd4kODi/rFVt1KAQWwsuH35hcjivxxQuUeAP8n4BSp13/Ne/+/V0rNgP8UeAw8A/5d7/2if85/BPwlwAL/off+b/5Lv4gHvwuIF1qkFmVvT+1g8+2We2nF7vWQyYMVWjtmWYnzijyt2Xw8Q8ee8bsLqlb0ksmTDbvrjORckhjNu1vujjc8f3mIUp48bmitptzEqFbTOU2cthgt5wFfBhDIIoYyoM4CWic/JRU5skHNNCs5Cwb4SI7sSgloIgyF3j7fZaK1zBzt0MOohTLAWQVGLHJtG7BxmklW0jnNdpkSGCdZMXcrqjLCv07xkSceV9QkqMiir+UIqD7LcQcO7tT40tDOHHpnMJUif6PIzy27Y0V+YQnXHdp6usTISANNdejJnoffiMr17O7JRjhahLQjR7CNqO83HJ2uuFkMeDWfcHR3S2YaYt0KYNkHOKO5bge8qiYY5RmHJQ/jOeFAurabKifSllBbfn32gtYbNl3C/XjBYbjB4HjVzKh9wNBUPMmuOavHnJUjyi4k0pb3htckpuPFakLnNKO8oqhDXl9NeH014Xfe/YrvjM75cnfE0/mMugqJ4hZ9WqGep3QqgcShP9xSnWXkzwzNRFMeG4gc1TpGlYYm8Jw8nHNRBphXGcbB6NOA4k8VhB9nuFVGedKRLIVV0GkwO40dONRlQrST7W7xwDL8QvSO4Q7Wj2F0sGO7SURidx4Tb8UoAXK932YZuQCqI0ewDCjvOMJJRfPTCe3AExWKdZgT5g3Eli7X5A/X+M/GBBthgdYT0SNHK9Alog9+Zbl8TzN4Jt1tfuZIr1pcpKnHEuxnRehAcqPI3wiFqjyUGWZ16Mhea6ojAelkZxKmuHkMk888ycrKojPRBKXI6bpeVoQC1SjSrGaQ1MTGEhrLj1/eJ/lJxuEbT1ja/sav9tbOW6UCPQLyVkkgIwIF38iIinYCG8kuWsJFhW46kVE5ubZ11aGsRbUWnEe1HViLH2T45BfrJf84z+qA/433/veVUkPgR0qpvwX8L4H/ynv/V5VSfwX4K8BfVkp9B/j3gO8Cd4G/rZT64F+Wzqkb1dsLJbLituWvDx2T4w2NNXzwnVfcFDmztOAo3XJRDtlsxSWi3ttQtwHFOoHjDt8YklchpoHivuU7R9fsWqHXREnHb50842/84a8QXETY1FOVEaezNYsi7QXmFmUc3ilUbJnkJYsmRSeW2WRHYCyLIpUiNmmo6xBbSoHNopbOG+6NV6xWGWwDwq2CyNJ2GnUTEW4V+ema9S4hCh2vnx3ym9/7kuN8y66NuDlqOJluuJqPcIkI37uXOWQOtY2I5sLNlJA6Q/kDT3gl4w2XOJTXbB/A6kPQlac6NuSvRZ7SjGWQ30wlPyd8aVDdbT6QIr2UeXH1uEYHDnfXEQLLdcbvvPsVg6Ah0h0aj8ET646hke5zYGo+yC8pbMS6S9nYhMNww+tgQpSJM2cclhjlGAcFs2CH9ZqVTQmVZRwU+80+wMN0zuP0hq2NuW4GzJsMh+KDgysuiiHX25zAOA6mW7TyfLE84vfPHnBnvGacVvsYiCC0RB+uaRcpR6cr0WIOd1weD/DPclSpef+7r9m2EW+eHzD4KqQ4DQnSDnxItOq9+vOYpBHzRHwRCJwjhWAtwXNdKkSs6sCTlOBjSzMxAi7eaVzsaX48xR9ZgrUmuRKlw+axNA3KSpeHg25iCReG6MM1zin8T0dEK7FaphcK3UVUp5rkLKA+sGzPBkSdpNb6yhBdBbSHHe1EMfg6oJ55Nk8gfy75XV2iGD1vKI9Ctvc0x79fATHtQKGtIlrJOK06kKO9bOcVu4eWwXNDfua4+jWFixyznyrijaNNtWQnDcRmrFuPDkWi1kwdPnbUVYhWnjgreXZxQPrjjPRCcpfe6jTfeit19w1SkpcNvBTS2z8X6Va6cKRnFaZo+ufL55E4FOk8dd32x3aPkNVlgeRD8/Y5f8LHHyeV8ww46/97o5T6BLgH/I+RuGOA/yPw3wB/uf/4/9V7XwNPlVJfAn8K+Ef/oq+hHKSXGpTc0dYfWBh0hGnLyXDDtolZ1b0GUHmuqxwAe5UQ/eqKYp0wme1oYsvwYMvijUQjZ2ee6nsNn705wbYa1Wh+4/5zzqsR6ibaf23nNPcHS16+maE16NCiNLithsTivKLoIqK4Y1vGBIHcC9yRzEqTtKE+S7BDS2v1nkCUZA1lLSSftgrkAkgd2ZcB11dDhtOifwE8h9GOv3d1Qha1+F3A+asZQd7K0XPcEJ5l1Ea6w27gmXzlqceK3X3gTbL3SIfTCnuWMfsYmrGhOBX51/IDsOMOjAen0GmHKwPSP7PAaLGq7sqIu7M167MZFAFm2nI63Qh2zVguihEmX3EUbWRO6SKMcrTe7DfwtQuZhjuOIxHRh8rym6OvWVkBkMy7nEw3jE3JyqZkuqHyAbULKVzETTMg1i1XzYDOGZZNivOKJ8MbahuQmJZlnTKOKqokYLnNSKOWYVxTtCGhsXz57AQVOuK0JYg64rhjlFZ0nZDSx3HFl+dHmMCRfmfOdpfw5ZsjDmZbwlFDccfg5jnUmrhi7yKL5pp68jaf3WvRrgbzkGAn/9+M5CbWZQa1C3DGk5wbqgOZ7SfXnqsDGH0Nm4cyYzSNFMZwIxCTeuIFXXdgyY1lvUs5+tqx+FCRvZHZYn1gCeeG6m5L8jqkPnCYb204GhScfXwsYvydiN21FUlU+JVm+Krh+nsRg9eO6jCkPBKZ0s1HCemVI79wdKmiGd5yHGR5ZFMvsqadZvvQsft+jSsD4vOAzTtQHUks995GGYLy0oHa3oeOEZVLUcRsn42Jb/r5r/X7/Pl9qNztht2wBy5zuyjSMjYI1p5kbomvK3TR9u9ntz+WoxQuEdOIKuq+4hkI+kWXFBR5XvuvTl//5z3+RH2rUuox8GvAPwZO+uKK9/5MKXXc/7V7wO9+42mv+o/9s5/rPwD+A4Aon+I1bP+dLdNhwerFTLiK84QXZkpVRDw8nZOFLcsqJQ1bIm3xqaX9bAQHHZttitaObRGLS2INq/dhOChZPR/DpCW9s2UWFfyDsye4gcXcBLIhbDWNM4Tn0T4hMUkb6tcJfuKZr3Pen1xxkQxYrSU6QWvPweGG68uREIhqhT/pcE6zrFI8fcZ5EWGTgDhvqJeJAENCedmN8uzKiHDUcN3kWKtZblNIHLOjNavPZpA7/OtUxgAe2olFWcXiW9I5Tj+Wu/X1b0jH4lc5Grj5vsAksjPF7JOa61+N2YWiHPCRw+0CCD03T6cw7JjMthyMd+yaiJPjFVkoM7a7gxXjsKS0IYOgITc1obKc12PmTcaDbMHD+KbPRQrZ2GSfmXQYbmm9oXWGzDSEyvIwviHX8jkOzLZ/HRxLm9H4gONwzarLWLYZf3hzh10Z05Yhn3OKiSyDvGKY1ATacW+wIuwdZa01RMZyU4ciObuMqIaG733rJR+N3vDj5X3a3LAtY8pmyr3DJd4rjHZkUYtWnvP5SK4XmxKdhTQHViDHxmET8Zenl7D57ZIqDcmehiQvI+pDoQ2ZCnQmnWQ38KiDmu4A7EVM/lL3gnaFzy3loWQg2UQwerpRe36rpI4q2nsS2ex2IcVJz3/oGQo+9AQfbOje5DK7fLBhkMhSCRBozcWA9DNFvJaIkLDwrJ6EIn070bTD3rqcezkl9cdjEPp+m8v80jSQXkM7N5SnHjWriT9LpWvuINp4oo3FhYo2VdQz4fd6IwJ5N7DorBNs5dMxk08UgzOL6uxbslL/cIFIlm4F8EA/3JRfpoawcCTzlmBZo5sOOknexPRPuE3b1BrVWpTtpUpGvy2YzkHb4dOYdpKweRjDT/4k1VAef+wCqpQaAP858L/23q/Vv3j1/8/7g/+P/th7/9eAvwYQP77vo9+cs9klzP/pMeH7O6LIUu4iql3EZCqAkN2zMT/89S+ItOUfffUO4z8MZWbzpMY7TbuJMGtDulSynf7OmuX5EG0VynjuT1a8KiZcvxmjEos3AV574rxh00iGUnvQYbR41LWC8WjHthCE2p3hhs4ayirEWUMWNzIzqxJ05vGdZpjUNNZwdTPk4emcKGlxQcwgrannKUqJ1z4fV5R1SLuJ+eDJGc/XU4xxVGXEaLZD9xdQNKvo6oxwoamPHMHGkJ0rNo8dJ78rGr/tA0V0o6mPLflToTyVp3LsbIfw5s/GmAqOf0+iDXZ3RCtpc4spNb4OWXRDBgcFedwwX+cUcUtZRrx8M2N6sOXXjl+zbhO2XcRhuOXD7JxsUGPRRKpj3g1Y2ZREt5yEa1pvsCgOtSyccl2jlaP1Qd+xdiS6IcRS+ZDTYMWy71INjjoNKA9CXm0n7DLRgT4aL3h3cE3tApzX1C5g0yScX804nW6YxSWXZoCOLIffWXG9HPCzr+/x1eiAD48uSYIOUuis5nqb8+7shsh0AjyJSjZVzHqT4Y4bbBGAlu4d5bG5oxsp6gOF24TcfXTDxfpYfPJv5PWcfgLZhWfzSEIBXRkwPNqy2YZs3vMc/lPN7q4oMIonClUYkivd238dNhcxv9ee5tBDZWjPRsQtbD5oCZYB4y+kyC0TTbscQu44+uCa5Tbl6mYoLrz7Jc3PxwzWoi/d3VEMXzqcgWqmyN943BCSKyFjpZcQry02UtRDTXUg+Uiqkwwj3crssZ6Kr9y8TAhKyC6cMGmPDde/IrBvl1iUV3uimI4txnjC0FKtYvILTbx2qM6jrYfbKA4tTiWQDlSpvugp6VCV9URrS7huMZsa1bT9Eb0HjOyLp0ZYfx6lJGrFK4Xad7Hyee0oYfvdKasnsjRT3S8mZfpjFVClVIgUz/+z9/7/3n/4Qil1p+8+7wCX/cdfAQ++8fT7wJt/6Rewit0nU+zEkn60omkCyudDwrXMjRatJp1UPPzuGZUN+fjyFHUR0+bQjj1p0rLdJND1gvMjjz2p0V+NULGTY+8y4uTJmn/09Al6a3BAN2tRu4AoFIBx1RN3bKPF4ZI5qiYkCCwazyCsRUy+SdDGY50ivjJUp53QXqwiDVquNzmuFLF/GrcsJ5aTwZY5E3yrKd5tSJ2SgtoIDm5bxUJqqkOMdvLrTomzIg2pTrv9HTg/c9RTxfmfs/tZXLBQNDNFcd9y7+9AtNHs7skiIV4oRs8c9UhRHYo3HqVovCG+kQzt9TshzdmYMgGXOdxUM8grHt09J9CWn89PmaUFg7CmcCKmv+4GHAZbItMR65Y7/Qa+8gGtk0181BP+G28waBLVyi/dsHMxI11xYLaEyrJ2CRfthMJFrLqUdZvgvGJbJLR1wGaXsDlKOEh2NNZQdBHTRCRjV9ucxhq+d3rGs9UMox0f3Tuj7EKeXh7w8fkpB6Md1ilGSc2iSHEobqqcrz8/haiPANGe4bTg4E7B6396VyyGBy1qE6JrRfLOhvbnIzYnsTietASfdacNxTzGG4nd1qUmmAeUeUw0rbAvM1wfCGeeZTCx5C8Fv1Y8sELgHzWoV6lg9q4lxwnoj/hmnwmEgtnPZOZa/4Ut158cYkfi5OpGFn2ZEG4U2281JMOaugipjmLasUXXEO40w1eyQGoHhi7RaOspR5ouk/RXbcXWXB32Th6nSObQdEKzD7eeaqpZfKj6hAH5O3XqCKYVw0FJGgpzAmDXRFQ3qcQ22754Or/3pDvFnu2pnEfdakkthJuOcNti1hWqrKVA9iJ9bzQYsz+ye6NAGZSSo/y+u7UOn8WU93IW74VUR3Ki07aXPf3rojEpaTX/D8An3vv/5Bt/9DeA/wXwV/vf//o3Pv5/UUr9J8gS6X3g9/6lX8PK0RTAOYX++YBIw/hLx+pdzdF9IQBdbQaUSUj95Qh/p8KvUpyBw8GOzTol2ApExBxVhE9TiWj4qCE8S+kGiCB7GWE86F0Pihi3jNOKTRNjjiqUdvh5RHhS4qOOtjWMBxWxEaTbz87v4L1Cactml6ACL91sZVCFYRyXfL46xWwMs6SgdRozbkSPOGiJ4o66CBnnpcTurmRmCshwPW7ZlTE2bpmNd8zXGcHDHZHylJfZHsmVXiqaqaK+39AYj76KBFXXwc13Fcm1CLfjueLwZy3buwHVociu2r+4ov1sTP5KsbvvKb5bE7yJxbo47MRmCORxw0G8406y4lE256Ie8WIzpbIhk6jgYbpg3uW8qGfULuC0F9Yf6TWhsmxcQqJatHIkqmXjUlpvOArWtF4uPY1j41IuO1lFD/vZaOMCHuYLRmHFKK7YNjHXm5wX11Ouk5yT4Ybvjs8AaKzB5TInbb1mkpRsmpjPr44IAotzmijuqNqAw6zg/dEV13lO5zRZ2rB8sGT+eoLZauIbTXEQcvcHaya/cs3yZ4e0jWzpw6uQ3SqBuy3N+ZBwJ11Xe9IwmhRsHgeocSO2ThvJzfE6xk0bfOSZ/5q8aYOtpp3K6SBegA80plQUQYQ6bohfSC5VO/ZkrxXFHcm1aseOZmT2R9v2T2+wn41kbj9o6BojVPgDCw8dnOcEU4t/PqB+IPnR458YZp9VdJlh/q2Y8sSTvYHBGWSXjmqqKU7F0ZS9kQVOlyrKEy9eey0W4vIOdKk0J6Zmf+40haaNQ3wuFujQWOouYLURuEpy4wi3To7VSLF0fWImTqhQkgnvCbYtwaZGFbVszEE6SK3xRkuhdf5tPrxS+8+LdbJhj2PKe0M2DwKJpk5FC6W+UTiV4xeWgv5xOtDfAf594GdKqR/3H/vfIoXzP1NK/SXgBfA/k3+f/7lS6j8DPkY2+P+rf9kGHsQ9MP2xYfErlu7TEUFL73LQ+O9uKOqIsg45Hm85uxkLuf0yRnVw9NEl6yph8OOEdgT60Y5mnhBbuXu6WmQkh+/Oaay8EbIvA7aP5JaTjSruD5Z8cn1CmtV0naEDpsOCdZFQl9IRBsryqpjQdfLTCgJH0wQQI7k70wauYgIlnUw010Sm4yTbSjaMVxzNNuzqiMpFrHap5OFcZpRtSBR0vJmP0NpjrWY9z9lGFrcNCY92FMs+hbFVbB6+3YyGeUP40wHFew06bXEvMprDDq8DZh+LC+Xyh7JJHj53FKea5mdjCPp4g8ATvohpTlvUsCE1jqYOeXQ8x3nFf/3j76BqTXBSEMcdhwOJ77ifLKldwDgqCJXFKIdWjpXNMMrR9JrQSMmPPtc1x0aQVEuXsXMxBs/Gpdj+3XfRjdnahKKnarR92legHe+Or/n29JzOGVZtwteLAy42H3Ay3LBpYqZJyetizCCsuZOtCfSAk2yD85rdMOLNcsQwbribr3hTjphGJa+qCU8vD0jThtNHNxR1xOYwQy1DPvv8Hh+8/4bywxXt2UCIRwPx3mM8ahMQFDLrG04LxmnFth0TJR3VIkGNWvxO1ARx2lJZDduA7JWRiJZSwC6DM8tKBRKnsTB0je5pVTLDRov9sDpy+NSy/WGDX0RES439akB22dssVzluJqQxW8eSNmoV3Y8n1A8bgtiinsvccv6tGBvJdtxUimjj2DwIMJWnnql96mUzEeBIuJWj/uYdiZ32WiDe2RsBi/hAZFPtyMluIbYUlaTaBtrx+mpC9tOU7MwTrxymcWL11GrfUXutMLXDlBZTtuiiQVUNtJ10l7dF07q+UDrpPnV/N+ksopoEtKY9GrB5nLC9LzlQuul5Ad03xgR9FtT/N48/zhb+7/PPn2sC/Pl/wXP+Y+A//uN+E8rC+j2PGbeYN4FYt0LYfNSQB47l2Yi7j685zja8Op8SXwQ0hxb3gw2jqOaLn99jUnh2v1Zxb7Lh6pMBNhGtWjlSlHc7/uzRK0obogqDC8X6CFBuEtJ7LZ2TH0QQWPCKPGpYF3JUvz2GnO9GWKvxu4A2cNgyIGxFt5ZkDUUW0nnN0cmKzfMjni4P+PbBOZs2ZlkmJKFYGIPY7mOV2/stRRNKYfaKg9GW+SYnjlsOBgXlJKSzmiqSOOfwq4DNRzWzww3zVxP8s5zuV7fEn+Wkl6IPjZeGzUNYPzZEG9jely5j9a7In7oU4idr0axuU5pNiCoNwdTyYLrkXrbiohry6ZsT4VsuNfqe4954xZPhDffjBYlu94Uv0S1hXyi1cux6d1JCS6g6hrpipGoqH3Bph5x3kz/y82+96UX4DSfBipXNWVmRQaWmITUtOxvROsOdZMXORnx0dMbr3YQX8ykfnZ7R2IBJUnISryVu1zRc1gMi3TKNC252GS8vp7w/vuJXx6+5Ey15mE4YRhU/+vwx3USTxS2+6gXkleHLN0d89+EZn7eG+jpl9OGcxc0AHThGX2qKOx6bOLrO8PLpEWGtqDYxt1R//6AkeJ5KHnynRKaENAdmLZrnzYMA3UC4E7umqRT611akUcv6xwco24chvoUrcfj7IknbvPNWDWAaiSa2Y8heGWxiCNdQ/cYO1RqCzzJJZT1VxEtPMvdUKIq7nss/JVIgU4ljavyFfM7yWLF+4voiI+MKUynCjYBgto8cNnUQOUxqSdOGOGwZJcKSXVcJr66mcBnTDPvia8DGEiAnwYcKvCeoLcGqRu8q6TZvj95GSzeJQ3X27cdul0GdlSM94NOY4smE5ZOQesq+aummr0v67eslNmw5ad1S+X+Rxy+FE8n3syQuYsKtbBmLE0uYNewuc04f3XAnX/PTV/cIzmLq05bsWYi64/ji03skVyITuXUYyVGg98RquPvoms4ZXu8m+L03Hdp7DWwDAi2i3qYLxM88aQiU64XYHcfZhjflmNBY3E0MgSdOWtyFSKuCnWKUVXRTw+vtmMNsx/XsgLAz3EnWFF3E2XLEh7MrijqS9M5hxeY6Z3K0JTCOPG64uJgw34hE63S8obWG1TYhTxu8U0xnW6rfblDbmMVCtq32bo1yCh9BvHREG0dxLBve6tgz/LEMyG9+3TL4OmB335E+ko3tfJ3RFQHBsOX+0YI7mRSff/zmEZOs5KN7Z7h7is5pHuQLvp2f4bxmYxOBcNiYWHeMgwKtHKESyZdFY3C4/qy5cQnnbkyiRGryMLxB43oJVEDlQ5Y2400z5Yv2hEw3XNQjHIpIy+jkMN5yGG7Y2oTDaEfrNd+fvuIHM09m5B2yaDNS05LolnWXEGlL4wyVlcv8vTtXzKIdobJ8XNylc4bfnD7lgx9c8te//h5lE/I7v/I5//Dzd1HzED+P+fn1Y4K7BeHSsJmkxLlkZzVDYU6aw5qT8Yazj4eyaekU6YsQmwW0A49/UDFIaoFej1r8eUywUwQVVIfSBU4/lY5s8FJAOsO04maV0562cBbSHFqyox3l+YDwdYRynvW7klLQPqgZ/iihy6G635K8CqmOHC4R9Fz8cc74lce0TiyRobiTwm1PYNrIcT1aKtJrsXW2Q+lCm4lIsnSjJR4lcaxTjdmave2axJFPSox2VHVIGrU01tB0AUY78rxiZxPCnSy0qqnBNCJbMo1HN55o3WK2Naru9nNN1VkpnE6O4nu/uvf4RmakeA9BgDsYsf5wzO7UiGVa8zZD3oC2b2VQAKheiqZ7Er1X/+IW8V/x+KUooFi1v6PrFlQrMg2lIByLa+H1dixr5UcF43+UUx16AiB5Y/AhVHc6wjKimyfkJZTHkL9WNA8dSdDx+xf3icOOaFbRVJm4jBoN2nNRjsgiCSHTCqazLWUX4hrD5GDNro0ZRhVVJ3Y+n1vpJHf98SmWnPGj8ZbOaYk/Hkm0BEBlQ4xx5EFDUUWYwHF3tOaz86HATFY5o0GJiSzNq5z00YbnlzOyrGaYVwzjpteWQlVIeqi6iPEGstMK93sT4oVn8aFi/KUhKCTLafIpbO9qfAC61mw/bKDT7G4ywj8YE0yhu2tRecv1NufZs2NUZLl7sgSg8wLweJTNCZXlZ5v7LJqUg7gg1Jbc1ODgWXUoriNj96J66zWNN9x0UuhHptrLl24La+VDdi5m5yI2NqVwEY0LeFOORVa0G6GUZxoX/JnZVzyKrvm6OaIKQpxXvCynPMpkPq7xHIQ77kRLahdiY82VGrJsU2LdcZQLPKa0IWNTci9e8LPNPT7fnXIUbfjh3ZfM65w8qPkffPRTfvfiMfNPD0jPNIXPMBr005Rm7MAqylOH7mA0KIHbCAkHoaO836HyDnMWg/Ystxl4xegnsXA2e7lSlwkerroMiDaeoHR4Y1j83gkud6hYljnZ0Y7ukxE8qLE7zc1/r+R0tubsaozbhWw+sEwfLiheT8R5VypUpwi3ijYXbXVQQHkqcR7KQ/leg7mO8IG4iwZvHF2sKI8Uxf2O5DyQBiT06K3CBwodW5xx2Lh/79QavQrYVTmkcnSv2oA8akgS2RuUYQjvQ/UwpKgC2Ibkzw3DFxJLHG5azK7pA+IUtB2qbqFt8b3oXRmN7yw4+1YEn2e0Dw5Yvp9KbE7vWtpzPxXcYiBdj7TDq/1CTFlprrxGosS7X6x0/VIU0FsAganExWBTT3JQ0tQBB9MtsZF/3WRYcvViSrTyrL5jUVZjhwIqzk93QiqPLc1YE89lS3lwuOHhYMHXX55yeH/J/YMlz87E5lkfW7I7WzqveTya8/H1CY3VHA52vJ6PGUwLpknJopL5o1ECRya0VEVEZBU2EZL85XzE8WxN0YSczDY8HVUExpFpKX6Hgx1X1YBmkRDPSrKgYXS6IQtbrpYR2x40ErSKqowIwo7NPMfEll0Y09YBQWRxRSDZ55MOvQnYvRoSDD3lHQGmXE9EU4iTo6JE1XqCjaINDT5wjH8W0o56gXPWcTTdcLUc7G2sq//6FBvCxdDTTSx/eLwjjVo6q3k0WfBsO2MaF5wM1zgUU13sj9yzYMeDSDrMwsVo5YiUZaLFNFC4mBs7YN6JYN70fw/gYXzDR+krnjeHPK8OiHRHrC2rNuF3l+/wSXiHu8mSk3DNdTugsYbX5YRtG3OUbDmKpEONdUvrDV+sj1DKc5jseDhYMIt2nIRrxqZgaEqyccOiy9nYhA/yS/5++S6fLU94Z3TDw9GC63BG/cMdBnCvMuysI5wHEuo2aNGBZbtLWNwMiFtwD2uypOH+wxV5WPMH7SP0ZUKVWcy6Hx1Vcr1vH4rrjsSiO8PmoSK51qSX0gWu3pd5nf1wR30+IKkV2aRgE3iCwPL69QwVOKZ3VyzejFl9eoC5V1K+4xh+HAmgeuhJz2VRUp72LZaCdmxR67DngUrQIEqjG7lmgo3g8YKdQi/F0qvGDa7V+E5Bo9G1JrmS9FEzatDakacNk6wkD+UEt2ljqv5U5z342jD6wjB4bQl3jnDTYcpW9Jo4qK3MPbsO76XL9Bp818lGPUvx4wHF4zHrh4EEOt7OMHutqHLIKPSWD3rro3dvW8x9irHti+kvWDzhl6iAmj7bPNp4du9YZklN3Uc3PL08YDbecX09JH0T4EKPyjqhvveRCMopXBGgYid3+UqiNX5tdsk/ePYOBI7ryxH2UOFyi19pdKHJ4oYvLo747UdPBUnXGY7SLU+LI1Te8Go1Jo8ljzwOOslY6TSURgAGmYVOo5THOk1RxGy6GKUgjWQ2OIlKijZi1fRH/sARaMcPTl9xUQ5lQbGNIJCZkn6T0BzXJMMa7yGKOg5GO4o6IjruiIKOso6oipxwpRk+FR1ceawo73cEC42uJQdcORh/6SkPJT42uTasP7BMHi45Situdhlvnh5C5Hj86IqXP74rIxArAAkfaMpBxG6RogLHp3VIEDjcSPEj+5DH+Q2paXF9VrhFsbQZE1OQ6ZpEtbQYli6j8YbKhRQuZmhKEtXKx3zO63pK4wJmfRf5XnrJwFR7jelZMybWHYs2I1SWd5NLvp8/p3IhrQ+w/TuldtL1n4Rrfvvwa9advOb34uX+egtVR+VCahdyHK7ReG7anB9MX3LT5vx8fofvzs44fu+Gy6cHqFGD0h5dGLrThiCyHE43XC2G+POE4LSifVLx3ukVz65n3M+XrNoEvRaUYDNVuNBTnjiGz0RQHy3lzd9sA4EL3+8YvjAo69kcSTHrDjp0r9AoHzWk2pFmNWUZEVyH+PsVrZXsKDu0qOuY9NKwea/DjFpsZdgmRvK5PH0elSdYGWGPlsLGvY39VYmQvfJXSojxyA04O1Os2wSbOwg8upHnFI9bVCSW5yByOK94dTXFWYUJHNo46l2E2gboRjF8o/vYbzC10JBsGhJsG1TTzz2jUJZEt0d351GDnPbejN29hCZXfRcveDy8hNDd8kFvFQp7Eb7cG6Qb1YC69dDLsd0mHoP6haONfzkKqJeNX7jzlIeK7337BT/77AEEnrozWKu5eDZDV2L96jJFmksmfLhV+Hd3lOsErIRi2cQRrg3q4Y7XuzH2PCN/uKF6OmTBkHDQEO5CvIG6DWjW0gENk5okkmLgnaKpRSM6X+fkac1BXuDGnYSWLULagUMFHsKOQV4RGUuStGzbmCjosE583nnQUHUB83WGyjqaxtDYgMN4h3UalQkhajvP0LMGzmOU9iRRi9aO0DjKJmRXRowHFUY75usEPW1wRYKLpHOI56BsQHrpqY7E0w7QDjXl4waTWIo74IuA8kcHdBuoZ574gy15WvP8s1OC+wXbmSyVdKWwsw41j1CATxTRuOThZMmvjF9j0YxNyTgomJgCg9vPP2+6wb6oAWKHdTEbm/CmHpOalsYFHEUbDoPtnsi0bDO2vRf+cXJNHtRULiRUltYbUiNzVIvGec1BsKVyETsX7TWoxnsyXfMovoYYEtVyGqxYu4SX7QFGeSZmx8alRKrjbrQgM/Xez3/3zoqhqXiZTmkeGNafzcjeXwrz4EVON+qYGxm7LIYhT05uyIOGJGjpDjSvizGBdtz59iXrd2JGRnTAn/7hA5QVN1K8lPnb7l3H5l1P+jqgHiMi79RjBzIqsFcJplRMH88ZxjXnqyGu0/iR5WS64fF4zlfhIfMvZ+hKUT5qSaclQWDZrIbE1wYXC5oueneHmycEm4D0QhJBN09kRt4OPXbW0uUN3VXKwR/oPZjZGRHUlxmoRuPiHnhTGuj5EHeGaxLTsm4SsqBBK8+mSVgNEi66KcmrkPyNwzQy++xSgw414aZFlQ0EBp8nqNVO5pxpjBtmNAcJ5VFIlyr2iZ49+Ab+aMG8/eUC9gXVRQLXFjeSLMF000NJQugGgoY01b9GIf2/7sftP9zUoP/UUoqnh2RYszkboocts58Ylh96gtKz/JZHVxH6RYJ6b0dXhpibEHvQyos8a2iLhF+994YfffwOpkP0e+MOOkVXB2QVuEMYJDXlIGLTxpzPR9w9WBFpocK4XUBpIlCe++MVX14dEmYNXRWi6OnxwN2TJXnYsKoTqiqktgGBcXiv2HWyaAGJEgnylnYVE93v+P2r+wBMJlJIRdIhIwmddNwZrSm7kF0T0VrDd+5csGoSVmUid1Lj6WYdu3dqhn8rJ145smu4+A3F8DkMX3iuf0VRf1DCLsSch2SvhfRdnEJ1JFKZ8jxj+OMB0SOFPsvpTsQumr23Igk7ymnI6WjDnWzFUbSldBGfbk64ny3pnKb1htqFxFpE8rfupES1bGxC5UMMUtSu2wGlDQmV4268JFSW627AtosZBRVhKFCRk2BFrhtC1fFR+pKlzdi4FOf13jv/dTuk9YaTcCXdrm55oOdYZNE17wYcBmuOgjVaOSam2HfEAN9PnvOyPaDyIU8i8YFcdSMALtoxf+7wC/6O/4Dl0QBrNYfjLZf3NPGXKW3WEQwcR3eXPL+a8t7JNa5TfHt8gUPxk5u7/NbRM7TynFVjnq1nMlpBNuZdKqDfyU9D2gFEK9lIbx95Jp/C9aEnmlY084Qu9TyZ3PCPP38HtQsIj0p8H4Px47/9LeIl6BNPdygdYXmdEV8ETM899UQI8C511EVIsAqIl4po7Qkqj3+m2T5ymAcFrgpwL3PSuWJ3hz4KoxebOzCVlq27Ak5rSVsoAq53E67NmHBUMx5UrEyCdZq6DVhf5ySvQ6KVQJu9EbumaWUL7yJNezwkWJSoXYWPQrq7U+pZTDvQ+6O5qUVK5dXbTboAltXbDCT9jc7zdr7ZM4VNzX6JdJvI6bXHDzraTBE8i36h2vXLUUB7h83wf/6aXxtd8bfW3yZ8GdMNDXrYEjxPxMHgoThV+Lwl+CqhfadilDQs5xIiF6YtPM9oJxrzqGDTJMQXAfVJR/plTHlfjjauk4zwoFAsthlH0w2LOiOKxZHk+m0qILneneF+tuTj5pQsq9mUIT51JLMK72GWFnROjvEAzy8OeOf0mvu5aCVDbdlWslAIQovtpMO6Xg5QwLunV3uaeWAsZZ1R1zI7aq0hCTrGScX7w0tellN2TYRehrgDj047ml3E/M80e51heiUpitVMc+cfdUQrcZW40LF8z7B7ZAlX4kKqDjx3/x4Uh5BeCZXJlJruuBGVwIMbluuMp8UhL8MJQeBoW8PReMtBXJBGuz1YZGyK/aKo9YahKTkyayofct5NuGxH3LQ5jQtofcvz8oBNF7OoMuKg48ngmlh3tC7gohuT6YbWG5zX+3lpbmqO+qP/k/gC6zVzO6D1AdddRqyl25xEO266gXS9LkXjyHtdaq5qctVKEU9eUnnNhR3wop1xFKzZuJQPkzNab/j37835J+N3+Luv3sMoT5rVuI9atFO8N7nm6XrGZFgyiio0nveyC17XUz6anfEkveK6HbJtY958ccTwhUZZT7gR1Ul27fqANN3rIOUa0C0or2grWVoePlyQmpYHd2VhtihStouM+fMjshvYPnS4EMJBIwadZzH5GyG6d1kvNFce1qHI3Bae4kRR3nd41RFfG+J/OCBv/L4gBYUX4bncq7ExxDeKdqBppw5bGwFJjxqSpBUCVlSSmI48qOmcwaF4mh1wPhqyeBgTXoTkrzXR2vfFT+ONItx1VPcGwAAXytLTK3k9vEZ01Bp8Hy53C1fWFpzyb/+8L4wg4woFb7Pg/dsiS79sciFQG/JnAfH8XxON6f8fD91C9+eXfH/6iv/2/F3wiubQQikEo4OfCvzVhY4u86TPI3QDw+mO+Rcz1KxB3xicl85rmSl+6/FT/tHTJ5CA6rTMV+eG4HhHcZPRjETfFjhFFrZsG0npBHEERZOatg64OxGq0O9f3ceWAbVx5OOKohgwSGuch7qTuN/VTjR/bRnKNh4pxtsuong1IDwuSaIWf1RwGO+I4xZrNZfbAR8dnaGV52I7lItrHtHd1dwdrDjfjeiceL9vqpyqDXjw3XOSoOXp1QHujdxAXADFdyrSTxIe/Rc1mwcxxZHwP+uRdF2mhPx5gI1g+06HbjRnvyMrS5dagVsroDKYUcubn53gIsm5p1KUT0rG44JvTy8k98jIFvputCBUlsYbmt4aYr1m41IqH3JgtiRKKEwX7YjPt8fkQUNuGr59eM6daEmimv01sbI5BkeiWxHn4/Zd5kQXJH23GyFLKovq/fViE53ogmEkioBcNVQ+ZKJL1j7GogmV48g4YiXf61CvuRtsKFzAjav3nehQl7yfXlDeCbmqBsx3GVUVMswrrqoBWnnuDJdoPI8zgaqEyvIomYvkKtxwN1vxk9DvFx7x2pNcyyji4jfivY4zKPp0zkTifakM99674vsHr/lifUTZhmyKmDvTNVHQsdhOWf2K5dHDa97MR/jnOflLWcQuv+VwicSJqBYwnuCoJPzJgGYsX2v8sRGRvBZsnNd9cNyTCt9qzEpmly6UQuQmHlNIsmwH+JFjNtqRRw2bOqbuAo6zDes2YV5mNNYQGstkUHLTGbwK6VKAXoCvFS7wdGm4lzQp2xPre1DyrU5Uztz0Oe7qm8S7P3J8V/5th7p/3M5G++c449FOQDvqZYCpJZXzF3n8UhRQF8G7sxsu6hGbIiF4E9EedqidYfjU4LWjPJYNeHItQt7Vb1WUn89kEzjUdIPedaQUh+/OOSvGeOSYDXJHrY6grkOJ7BhCd5mitScNWjZ1zCgWS2esO04mG85uxmzqmElSsi4SgrTbH+V2YYbRDpymtgGt03StwTmNrzV52HAYb9l0CRe7KcmVoTkw5HHDu7Nrnm1ntK1BKVhvMtbjlJNEtJ/Xpy3hPODRYI5Rnq8WBxRVjFaeF5czgv749vXFIe0mgsOW9GnE4JWnfp2AgvI4It5YVrOA8z9twIu6AS8dibKQXATUhzKuSM9lbekiqGeO4KTAnmVop4hOdwSBY5YXHGcbPhhcYtGUNqTuCUq2D5Uzyu8XRQ7NvBtw3Q4oXMRlNSTQlpN4w184+IRENZy1U+6EC0amovFGNvc4Kh+wsQmZEQzZabhiZrbM7YDCx5w3Y46DjRRN1bJ2CZGyUky9JlEdibK0XnNupRjufMdIyefbuAhNzVBbcqUZakPkHUPVAgUm8FzaIa0PuBcucLnmmTngzXZM8WrA4ckNzy9nfOfuOVnQcidZ7alUd6IVFkWiWoamIuhNBqpfeMQLebN2uSFeeFwknV4zUTQHlp0zqFbz/V/5mh9MXvKymvLtyTnnyYhgJsua+e6U+x9ecr3Jef0Hd7ADh590FG0gKLtGMXwaUM+Eo6BKQ/BcJGXRypNdWZbvBiy+3ac/JJLtpVqh75thi98E5K8U9aQ/AqOojiWSxKcW5RSLVc5KpyRpw85HZGHDnWzNk8E1BtcvFjXuVPHZvRP+8Pld9FUk8dneQ6GIatGFfvOhnPAatPU4+jwk8zZUbg9XvnUz9a/vHxHE98d93dGneYo+PCplFBCtPOOvSsKLNaqofqHa9UtRQHXW8dX8gEA7AQ5oSKYV9oteLB4puomQhoIC6pk8b/y5OClU6Ajv7uDTActfbfm14ZIfP30guq+sg20oVGvA1gYfOkbDkm2VcTLesK4TjHaMwopId+xsxCwpuDBDrm6GqEOxVw7yitUiJwtl1lQ0IQd5QWMN47jiwo+wmxCUgEeu6wGx6ThJNnx8bEli4WoOw5rPb47Q2mOM42i8ZddF4mJKt7w+Ktj5nFh3fLk5YrnKOZptOEk3VLOAoo4kt34RE2wM6YVi98DhA5kZTT8T2G2XaeIFhOu3XMfb4qmtHMvSN6aXOkF1VyQp8acZfpWjPtzhnuU05xmn37rg3dF1L2jfUriIk3C9P1qHqiPXNY03WKUYGsfGpmjlOAy3xLrle9krNi7B4IXcFDQ8iq73G3mAka540R6Q6Qajq32nCTBSNcY4JrrGhorW670bKlQdDk2mahyajUu48iETXfBheEPhDTsf0KAZqpYT02KBRCk2Xmw+Q6UJlSLTHZaKRLW87qbSSduErY3FnrjTPL04IMtqvrw55OF0wQ9GL/bW1US3HJgtM7PlZ9UDQmVRnURqSOiZxkaiSQx3sDmSbbBuFHffu+J1MuO9dy54d3BNrFt+OHzOyqZ8L3uFRfNZccqDRwv+wcUT7CdD7KMavwvIngmdbPzunPXnUzkGVzD6LKCeekHPrSXxcncvoDqxeONJ3wRkZ7B5IlT96MoQPA9oh57qoBelAyhILxT1TNOkluGk4Hi4lWgRJ0yH1hk2bYz1is4ZDuMtse5YdwmDoOZbD855nk/ZhQO8NgRlL6qvnSx+eirTLZH+m4/bgLlvdpy3RXJfPL/BEv1mh6osRAsIKslIyp9t0YtN73LirSX0T/j4pSigtjMSwGY14bimywz+2QA3cnQbgx4q9KAFFVAfgPv2luiznM0TiBZyKwoCx+5eSzYp2bUx5iLGpo7JoyXrq6noIiuFjy3dMkKNCtHEWYPuJUh3khXXzYCzYsS2iTHG0WwTLtVoT6Ivs4aDZMfzpGWWlTwYLPhqdUigHd4q8Y0flzxIF+xszLPtjA9Gl/jM0nWaQDsCJQzKQDtW64wnd1/SuICLYkgWyDE2PSx4VUzIgoaHJ3POlyMYwzCqWZcJUdBhdobB8z4fPrM0Xu7Siw/lLBMvNIPnnmTlKKdaYCKpp5k5wqUme9PHzSYwfO6pTkG/SKmPRduqzjJU4EnvbRlENa92Ew7jLdftYO/+GeqSvPfK3cqUjPIYLON+090Cl+1ob/e8nZGubI5FUflwDxjZuXjPCW29YediGgw4uLQDToMNGxcx1jUz03HLkbDAkSnJlMfRF0bnubIpGx9QecNQtTKv9QGRbxhqRag0M6VovaPyjo1XJMpjVYdTlkQ3LG1Ools6Z6iakPRCsZ5G3D29IgsafjB5uUf1AXw3fkOoHBsX8aI5EB1k7FBOZDwCKlaEO4eOxXLcNUJxWlcx4aDhtw+/ZhrsWHQ5v5q8YGkyjs2Gz5tTAu04CdcE2tEcWtQqJDioKe8rHr5/gfOKxcBR3FVk54p66oUIf+wpjAer9tg8lHj8o6Vi/IWiGQbEC483IuLfPukI1pLt5E0fCucUwTxkl8XUaYXziqN0R2Q61k1C54y8VjZg18XUOqBxAY0zDMKa0/GGr5cpNjE0Q5FSdZnG1E5GCd9AZf4Rz/zt8fyfKZDKgq4Rzaf/hmWzn3+GW7GuDp8XBK/n+FLGTgSBOJyMecsS/RM+fikKKA7cLkQlFvNZjnu/RFvIvjYitXjH4YqA6kAYlsGznGzxdnDsO8XuMsdsNWUxYJeXhCtFtDAcfWfH6jRDfSxH2zDqcHUiRKVOaDF5KAVg3uQs6ozL7YCi6rdyscO1mllaoJSn6QzbNsZZw5v5qP9YwLwUlqWPHcfTDesuIdYd10XOSZoyPNjhvaLuZKm0qyOmWUkRiftmFhUs65SnywO0drRtSOMCdm3Es6eSYX41G1C0Ibt1wvR0QfnOhuUoFWF9q3Hjjtk/DmVhFImjqzxWVEeG9MIz/VyYj10iEcfFPU92pqCEqz9tQYngPloampEn/+6C5fUA99MxHx8MePitC36+ukNrDSfZmu8NX9P6gBsbYXprZqZrChezc/GeVB8qmZUeBmsqH33D+15/Y+kUEKqOI1Mzt3LyCJUVeVRPc5rbAbmuSVRHi+Z5l5CrlgZN4WLWTjSfiWqZmIKJbtDKUbiQmZEjmvOqL24hmharLKFStN5z0asDWi/OppfdhFw17JR4+0srUrIwk2z2iztD3p1d03rDabDaQ6IfBC3We561M87rEV9vDhn9PERbR1A6oa9bjw8Utj++dxmkxwXeKx4cLjkO1zwIb3CRzJGvuhEGz1kzkSN8J5Zfs9OYBwWjvGJyckPRhix3KWbY0mlP1QmR3Q868nHFbpWgmkAK6LiDWsY71aEsVduBZ/tBh6q0hCAOW4KDEucUrg/M04klzcT33jqNdZplnTKJS5ZVys1yQJy0tK0RHKN2BIETPoBXwpuwUsBtrKhHmmTpMLUUzH/WVrnPffe+F70rrJFF023HeRttjJd5Mk66zfTGMvh0jtoW+K6TMWgYSscZR7hRRjtNaMYBPP2Tl65figKqOsXw84Dtu4r2/RJbGu79A0s5M2wfKLhTo1pNcqPw80Cyjk4kFbA57kheRNQHAqMlhE0VExYy93x6NeP0cEUVJLS5Zxh2lIkkcK4zT2MN9/KSxkknOq8yAuNoyhBfGbLDgrYJeL0ac2e85ijf7Z0Vzhp2TcS94Yovrg9xu1DmiWHLopGCap34uZ9M5/zs5V3ujVdYr6irkDLssJ3hzXbMcFKTBQ1fbw4xgeNwvGUUVrxYTgA4erCgaEOGUU0xKXBeUV5nEAm9vqwjynmKC0VjqDtFciOLARvJDGj92LB57AgKsLEj3ArOrp12BKuAwTO5UlffsphCs/56QtAqmvdK7h8veX98Rec172ZXZH3XeYusQ2laZ1jajMLGzIItLUa20L1n3qL26Z0Ac5vvRfW3j02v4B6bHUl/dpyZLffMliZYkChHi8L276q1jzk1O450TajWvOrSvZh/aTMiZbmxA35eZ3wrfoPBk6iOsW4xClrYd7FD3bLru1WJa+543U05MFsqs+NeuuST9IQGyM495e/OeP1vtfzFw485CgTh9yTYEqK5cpqoXyb9/uUDqgNx2sUrEZG7QNFm0vU0Q09zaNFVSBh1/ObBMyamYKQrLIqrbsRRsOaz6k6fJ1Vy2Qx5dT3hwa+e8acPn/Kj+UNezKe0rcEYRxB22MDQPazwTjGbbTHaM75TMk0kxLC2ATe7jGKY4AOLDyxdGaFuYpnXpha3iGga+X+bOaJrQ3ITsX0cUx7UTCY76jZktU0ZnNQ8Hs+5O1gJOtJpijZC98qWXRPS9oulcFRTO4VXhtFTocx/M4FzH/NhQYVy43P7xVKfjdQvlbySJFPdSu58srRkr3aYi6WI8YMAnyX4NMLHITY2uMhgE41NNE2u/832wusGdg8c4WEJX+Yka4WNLc1YUR843CYkXBqyM8/8I5nJRGuZhww/C3EhxDeSue1TSxx2FDEEO7HgTU+v+PpInAud05hRK7Kig5phVDOLdnu9pr2NeRjW7OqMPGkotafYxWySmCfjGwBcGWDylixsuZ8t+Vlxl2Bl6KYdjwdzNl3Msk4pa+kwAfCQBQ3PNgckaUMcdGjjaKzhohpykmz4zt1zvpofYJ3EjLRtgIocdwdrNq1kQ213Cd8+vCB+r+P5pQyElfJEVwH5ucU0nrPfMdhYupvqtPeqBY7kZcTwmUS+trnh8tflio0Wim4A5bHciLIzxe6h5/B7l5xkW7Kg4abOeHdwTaabPVR5bEqs0iRK6PRaeY6CDbmuWdpMOk1TU7uQo2CD9ZpM16xsTu01X1TH1C5gFFRkpmEa7DgNRNfpeiG+81o6xv6NmClLqDzvhyUhisp7Cg8XNuLcjtHIcXppM+6FC1pv+L3NO6xsxp/JP5MO1AdUzrDpu9aJLvcdc6IsS2/YuJSfFg94GN9wFKypXcDyZsCgFZBIM/GE2hGpTqj7qiFSirlze+fV1sbczAekhSK7suhW9Iw21QJ9KWSplx4VGOP4rbvPeZxcMzE7Mi3duHTRMV8VR+xsxIeDC14VE8bDAq08//nn3yeJWw6GO15/fYiNHNPjDZNBiXVyejrJ1mzbmKKTk1UWNNi+WnkP3VlGO2uIv0reovTQtENxLNnE45WmObLYTITn7TZkYYfk45I4bnl6M+PuZE0atLJYtYbjbMNBvNsbJ87LIV/NDzHG02UdNjE9VCUgWnnCfYcu75dvLpe8UrhAiqWpfV9A5e8kC0t6UaJXBapp8YHBjwe4TCJ1XKRxoQbv+zEB/UjAExa/ONPul6KA2swT3C0Y/c2cNleYXo9mY/CBR1lFuBLJg0sdw2dCX/KBZ/Dac/M92dIFhcJWmquzMUkid6lwq9i1EeWDjsHXAd4rsrxiczFgdLJlENbMGzkOnZUjrhZDvnP3HO8VZRpRNiHOKcajgshYOq9pbACdYtZnCK27GN/LLLKDgtQ0fLk+5CTb8CaQDfDtbHPVpAzDmoeTJes6QSnPro74fHvE6H5FoAVUsi4SnrsZUdhhE4XuNTDWad6/c4lWnmFYc/dgRWMNi7MB2VqxeWioDjztxBJsAoItZC9ul2+e6k6HjQ3zj0J86IkWCtVp2rFQ1dEedROx/nZHclCSBB1lFxJoy0FccBhuZW7pQk7CtyL1yoVkpsbgCVW3P8aPTSl+dxXvgSGZbhiakgfRDe/ElxQu3ts1W2dYdRmH4YYH4Q1RL426cRmJaslVi1OWWEHlPRWendOsXEyiOoa65L9cf49Et2y7mK/0MbHu+HvP3+O/XH2Xn310j//JwY/ItWTZJ6ql8iFfNCcsbUblQ7Y2oXIh7yUXJLrlRX3Az3f3OInWKCNHzfJEoR5t+dPHT3s5lWWmG2Jl+rGA5aob8XVxCIuIeOkxtUd1DlM7Vu+EdDl4o+iGlkla897kmt8afcW70SVDXfXdckulQn5U3uWr9SHfmZ7zdy/ely7OOE7SDflpw/uDS66aAY+/P0crR6wttTNMwpLTaL3ntRY25lU15abOaK2hrkO8VfhBB1ZRH1tUo2hPWkmmLQK6XKygPpSwOxdI1hGhw1eGbTEgPiwJAseXX52STCs+PL5klJV0zmCUp3GBGEy048FkifOKq92A4GjFukhYnQ+Irwzx3JDcOOKV22cZKetRmn3MjdcQ1BBtLNG8kYgP50RXmka4YYJNQ7o82Ecku1BhQwnKc2Evwg++oR/9BR+/FAUUBQf/jwzTOJqxwTlFkwsMwRSabmw5/MOOxfsBulKEW8/yBy2H/yCkmihsJHKl0VeG+hBUZbBRr7tzisv1QJZTSUC1TJkcbIkvAjZpSnbSMAgarFd8tTqgLULKLmS+ylEaim3MeFwQGMer8yn331uydQZisVc+mi4YBTVKebqR5cODOfMm3zNETS+Q33byeZZlwnujKz5bnnCxHAqmbrwlDVo6L0smpaDciNj+g6MrtBLvvHWa0FhaZ/ZxF9+envO6mDA/yHEXOV3u6XJPdGXILoUiPnjdgBKQbjPr0ztXhnCuKe9bvPKoFsKXEbpTNBOHGbb81oNnDIOKzhuGQYVBCqVDcSdachSsKVxM4wIi1eG85qIbcd0NuBct9sWp8FI0b7WcuZZu9WVzwLzLMcpx3fZhaKYhM+Khv+pGJLrlNFiSq4a1S1iSEVpLi2FjU7Ie1LzzEUsnBfCD5Jyf7B7wt55+i/pNzvH717StIX0a8d+03+bNB2MeDhaMgnJvYFi2GbUTq+hH+Ruu2wF/d/khP726wywreTK85ovdMdPZljpLhDFpPLNgh1aOE1My1AqDIlEag+dFc8AsKvCJxVRBP/fUWGB3D9LzXlEybjnMdvz52Sd8K37DTFdcuYxcNTTe8HV9jPNyHb/44lfxqeXR/Wv+R/d/xmG4wSAg6yfp1T7cD2BlUwob7W9aobJsbUztDIF2Ak0Zzom15cV2yuV2QDUIaV7mmEWAi33f4cHguSYo/F6E3uWa1YcGc1D3ZhNNVUp3W92k/HR3n2xUcW+82uMEF33RDrSj6gKazlC1gcTYbDXRUqRFphG1gjX6rdNI0xfDvmRY6UC7YUh9EMtpK1b9jP9t/LHqZBZqak9Qe6Kt1AXTyPuzSzVd3EeB/AKPX44C6hTFkSY/t4JUTGWYXN9riAYNLBK6VFMfSAzs1Z/pyL6KCEohrLvYMv44IF47GLWoRUSXe2wikQvdKiUbl1Qzh14GcCDSnmYR7ZMml23GukgwiXSZUSwXRVOGHA+2LKsUZTyVlTupjix1FfJkcI1WHhPICGIUVpJ/HpXCpoxaNJ5dG3E82HK1EyeO8wpjHHUbcphuCbTj+XpKEnQMkpqmDhhlFbsuomxDPLCtYsoqRGtPljR8cHDFosn49M0Jtja092RjGuwURz92bO8ZFt9xrN6T/B7VecKFxtQKG3uBQSSW5KuEdijb4GgtF+rw/R2vdhOeX844na252WYcj7Z8b/qGXRf3JoG3MiI07FxM4SKOw/XeFx8qy1CX+2WQ/J24hy53+znn97JXFC7mRT1jYN7Kl0LVid3ShQJx9rIwGpsdI1OxtBnn3YTahbTeMAu2fFzc5WeLuxyNtrw6z9j9nWP4NaFBjT8JuPz5Q15OHtLlfq8bdJEcpYNC8XfefZ8nxzdUXch6k7HZJSxLmc3OX084vJQj5tYMefl4xm9mX5EoCJXG4gn7Aprphn98/pBwHmBaWRrReVxiSK4U0dZTngqxPgsaJqZgpiuG2lF70av+zdX3sGj++u//GvlXIamC8sOOv3j6CYehjErkUexvTLfcgeNwzSiW+XLlpahaFKWNiLWwW9OgZdmk3M+XvD+64uvtAWeRJLK2rcE7RVuGrCPD4JkhuenzjAoYPDPUy5TytCMcNMRJw+1346xCa8e8zLguMuo2pKkDnNOyJK0CideOLa4ymMDTZaLx9kZhYS9lsuFbMT++38wbsLHBB+y38/toDiVwItP4fYrnfiwAPTxFY0O1/5z7KJA/4eOXooCqyLL6QY39OGZ33xHfSFY1VuGe5iSV4vIHHnsqYOHhH0YkN57ySGhMoy8MyaLXkXmFrhTdyLK7q3DHNekXCfqHBS5yRAsRs18PwecyG1x3CbUzPJgueXY9Iw1avId7sxUvfnQP/VBmb1HcCe08FDrPLYFoYGrStKFuAmLTcVUNOEh2rBrxBJ+VIzluZyusF4fSIKq5dAPwsGtjxnHJSbblusxZblMBNnuF84pBVO/zzK+CAXVnCIzjppLuzdaGwScxQQGr9x3hRlMca4Kd5+hH0GZiy2vGAshtFfjQcfJgweIPjvZbzPJuR/nQMzzeEhjLvEiZjArO5yMeHc85SHY82x3wp6bPOA7X+04n0w2JaoiUZqjL3hkkHvnGB1Q+4ryfveW6JtP1Hnf3TnzZR3skHAXrPYruqhvyIJyT65oDs+XGDvZLlVBZCheTaQGNbJwkgJ41Y/7h4gnTqORiNaT9akiylkRK3WY0I0ivHMnCYmoryZCtxRuNjQ3NJKDNoLoY8DoaoDwcnDuaoeL61+X7n/w02M/MqiPPJCzkuN1Lb0JBSVP5gLNmzHIlihHJPZdfLpJFn2k94VZcPcfJlkQ3tGhaL59/6VK08vw/P/4e2dchwxeOy1+Hf+c7HxP2fAVRMXRsSPdGgwfRDXnv6rqNT5GfU43zY44iiVa5jZ9eq4TYdNQuoGgjxmnVs3Fli3/WTvChprjrUF4Trd5qK4NC4W8CWqDVYa/FlHHWpsup0pYglGbDFRIjTt4Spi1tGaJfJaRLmWtGK+k8u1gRbzyOfkHUjyilE5XO0ge8ZYAC34xkdkY0zm+1pOaPyKBurZ3SibJniP4ij1+KAopXDCYl9Q9bzIucyZeO1Tua9EWIshAvPbu70NXyio2eW8oDTXXoGb6QgbJy0OYKtBf6dapJ31uxvRiQnXsWu1juTH3SYX3UkU1LrFe83E0BiIwljaUbSKKW2HS4yFO0EYfZjshYVk3KUbIlSVqcU5xVY74zOOPbRxd8fHVC6wxGOU6TNaUN2bQJr1djvnd8RqobhmHFzkYkpqXexjy4d0NoLFp5RlHJm+2IMLQE2jFLC6ouFAG9FW/8JJWOIjZSzCPdEaYtu0cB+VPD4Llm+FII3rtTTXFH7t7KS8Dc9AtoBpqrP2uZ/1iKp24grhTBNgAN1TBi82YorMSJ3Cyenh/SHWv+reMv90T3gamZBbt98maobC+qt+Im6pFxIGFxtx9rlRGoh7LMe+By4WJWNmXbxQyCmm0X86w65DvZG0a63M9anzXHLG22537WLuT3Fo/58uqQOOxIopYfPX2CajXDcxn34CWCV7e61whKIUNDl4eYoiPcNISrCtU5XBxQHybUEwlwE0ldJLyFQpYQ1VijZhX3ozmZ6siUwfbtbOsdDYbShrhNSFC8fXODLD3itcUFMufvWkOkO476zKgWxc6HvO6m/Nev32fy9xLAs3pH8/73nzPol3KT6Ho/e34/usDg9xlUlQ/R9HPzXrHgvGZsCiCjcHK037QJqWlpnWEW7bg/CPnJxV3KIhb+Z2Ew4xaXd9hQsx4rovOg15dCfdJJRlQjeEgXeZg24BS+0bTriC52mMiSHhaURYRrDFylpCvpOE3tCXeyeb8tkm2qGL6qZXEUCUPAhRpvoEv0vgv1SjpNF7ydb4p3X47yaCmoPhD2qU3eWj7xosIA/vUVUKVUAvw9JD4tAP5v3vv/nVJqBvynwGPgGfDveu8X/XP+I+AvIfrm/9B7/zf/VV/HOcV4UNF92HBxmpF+mmAjIHwrilWdZvil4eI35UIdf0EfDNWLkw34RpIpkyvN6MOKcjPee8v1tEG5gGWREs4qhmnNWTnm6fUBxjg+OLzkzmjNi/WU+esJ6eOO8bsLFkXKbLZjMiyZ1xmd1330sHzviy4jN02fBeO4KXLcSGGUJzYdRjte78aEWgqj84rIWJRxDKKaxLQ8X0/5i3c/5Q+v7qCVZ1fEMNxIF4ri8+tjPji8pGhDmi7gw9klF+WQZZfinUaXimbqwUFyo0lWltmnHcsnIUElF6nuPLtjw+6B58Hf0LjAUU005YlwIMMtLL/XET7LmLxWbB94/MwzHhb8ytEZuWn4yfI+mzbmXr7ERA4CWNoM0xePUHVUPtxT5+UN+1Y8H6qOjUv5pL7LWTXa4+mc1/uZpPWa42gj8cY25YvyhONImASXzYidFafLTZ2TmI51nVCuEvg6omuBDxvypwHhRkLMQOAcygoRCOcx24br74/YPIa7/0Cj+5mYtg7VOOJ5DV46t2jVUB3HVGNDvBaxd7TzeKs5CjZEymERMX6oDOcW/qvNd/kn5w/JXgR4DW0mEiZZjureWqhw39vw5GDBcbgh7+2nVzblxg64aMcsXkw52XjagcLFntYZTuMVSc80fTe6pPXBWzkZb4/rRjkaZ3BoKhcydwKxngY7puw4DLac6TGFi/h6e8iPr+6xqyJmA9E8F0WMbUX7ifbgFKrVtCOPXSqSa0AZ6pMOXWjswGK2Bv06lq19n5fkPWjjJE/MKnxphPDUU57aodrrUPNz0craSLF4P2Fw1pFclKjOCTO0aSEKcXlMNwgpjiPKA4ljNjVEa9nkB6VD1+LO6zJNPZLXHM++c3WhcAP2wJFf4PHH6UBr4L/jvd/2+fB/Xyn1XwD/U+C/8t7/VaXUXwH+CvCXlVLfAf494LtIrPHfVkp98C9L5lRK4juaPvFyMCqxP6xpnw9JriVm1cWOw9/rbx1e0Q5hdwcGL2W20YyEJ0qn33IBe/S08orsjaGcIbKoNwPuv3/JLCl4vRlTFyFKexbDjO9Ozgm043pzRBq2jOKKRZWyaRNO0ysaJ7rNLH4LvhgHJaGy7IaRBKBVon3Dy/fgvWK+y3hvdL3P6WmsIYg7XiymPDm44WY54PxgRN0GPJot+HR9SmQs0HBRDLkzXtO4gE0Vszkf8v70ith0hNry+OSG19EY9fsjmrHn+ofu/03dn8XKlqX5fdhvrbXnmM9855tzjVlTV3dzkNgtkiYlkZRlgZbtFz8Q4IsAG5ANUX41QICGAcMvAgy+ETAEuR9Mk6JNiWKzm032UN1V3dVVlVk5553PHHPsea3lh29HnJvVA6tKsFHcQOLcExkRJ4a9v/Wt//cf2Pu+Ib1SxAsvrjUBzF831BNP/7Gi2DM0A+nQxh/KV3PxTU10aagPLeXrBarV2NqwlxU8WU9orKFoQt6YXFLakB/Mb/NpuM8rnanyKMg5b4acliMO4jV7wWbnNg/s/EENjs+nL7gbzQhVy8JmfFIc8FsXr/Da6JrzYkBsWokdDmqyoOHTzT61C/jo8oBJP8coz7qKmD8Z0//EkHV/Jlx59n9LHPe3uJgLpDNJZr4LLJTXsbmj0J1xRbkfUPe1DBpWkg6pG4dNDTYJSM9K4iuNiwz5cSimFcYx0F2khxcFVOVbHrcTfuPidRYfTxhPhZsYVNIlKQdtoqhGivV9uLe34N87ep+fyz4h6dgFFsX3ivv8zvQVVCWvMVp56onn1cE1Z9WIk3jBA5Nz3YkLAFFsQWcpqGh8sLMRDJXscq6awUtMiHK3MN2KFlwN+jTe8Gi9z6qMxWX+UFRh/aTietmjukpRBlZvNWCVFMyNQbdgpqIYCzeK4IV0jm0GTc9jTYSzoINum56JD6fXkimfXkoFc6ZrPOaWwZOGthdQ7yXEZ2uRXYaBONg3FrOB/lNL70zTJoZ6aGh6ms2xwRtzM0CqPWEukSnBxqJri4sNXkG4rDHTNSjFez9GMfzR48dJ5fTAuvs17P7zwH8E/FJ3+z8Afh34O93t/433vgI+VUp9BPw88Nt/0t9QCsoiQmtHktYkYSuA+4MVedZDl5p7/4OlHhjqviK9cmTnsLmlWbwBg8cS39E7FcoTSiJWz87G6K7NDzbgFxH+sCZ4IcYhw6jg3fUx+jLCxZ7nwZj9ZMOtdMH3+5brTcbd0YJQO9Z1xLxOmUSF5DMBsbGUVnAki+ZOMmfZpijliXXLpo2ZlSlaO5RXtF4zDgu+e32Hrx885Q/bu5TWcF1k3N5fsGljokC61PF4w3WRsZ9KB/dsPub1/Su8V0RXhvNiwCTOebYa88W9M+ZFyjLrmAcK8mNFPTDsvd/gQsXmJKAZCb8vv70dnnjKA1CtoTqw6IOCOKswraFYJuhFAHs1L+ZD8kWKjixcxfxus48dtgyO13z1eNlxOCsaF5Dpmq8OnjIwBbWXYdl2UNQ4s/MG1d53dCjhYZ7ES9qJFIC3hhd85+ou1/M+ttV4q3n7lWcSVlYHXM4GuBcp6bmm18XTDp4KtrnFt9xVR12J5HxoE0XUivhCOU9+t0d5u+XBf+tlYotIWtcPNOW9lsm3I8YfN6jWU48CTNESzEt8bEgDRT00uDxg5VI2fsUAS6YMc9dybftE2tJ/ojGlwAW69R2dpvMhSBXtyLIsEybBhrEuCJVIUA2eF9WYdz68y+EfCn1vfVuT3FpyWgxJ+zWNC/hBcY/jcMEZmpNgvrueHJqlTSi9dPBbNVivc7MKdUvlQnIXYb3GdbS0vql4VOwTaMsoLTnob2isoR9VVDYgilrqfosvDRgpeD6Qn6oF3YrzvmoFpvBa7XwXnEYMTxKLqgx0X1W4ke9POnRHUMkuQTdSgKPrAh8airsDolktmHWwnc4rMAqsJ9i0hOu2e00KG2ravqEaGqqxpumB8hpTBgS57Eyys5rgaiX58VnybyqFf+zxY2GgSikDfAd4HfivvPffUkode+9PAbz3p0qpo+7ud4Dfeenhz7rbfvQ5/zbwtwHi4wFZr2Q9z1jXBj8siYKWXlIzflhwdjni/OdSsjMJnTOVSMAGTy3hRjP7oiO5ELxK1aL3NpWC65B4qslviVs7FnxlsPdKNk3ErXRJWwUkM43NPM0g4HQz5G42Z3Jnwey6z5v7l0RZy+PFHi82I74wOQNgVSTcOTwnbyPWrTglbYnedRVSuYBVG3NxPWR/smYQl3y63Oer+8/QypOaBqU9WVZxtejz+ZPz3XZ200S0TtMPa647iehBf0OgLevLHqMLRWPFo/R7z2+zGCQc91dcHY7EQKWWE7c48jy9K7hotPLc/RcN5V7A6r6m6XuqI0vvaEMcNtQf7pH+QUa5n2ITz+CJJr/jCJ7GBJcJ6QB6zz3loWL9+YqkLwvduhGZY6Zr1l6zaFMS3bBxMWOTs+k4niCdlevus50WH0VLDoIVSbe1vGoGfG9xh00l4XnmqVj1/WH5AGUVw/cMTV8obm2n4beJGBT7xdY9Qi5K08XmtrEiKKWImVIULvM3AlAN+UFAWEiRa/qK8S+c8/b+C/758iu4IGL4pCXcWJphKHzDxhKsG0zeoouk6/Q0tW+JlafxULqQdRPRpmBSiFaCw7lQ7WwHbQQ618RBS6JqSh+QqIbce+Yuo3GG7JOQ7LKhGhuJ/6gD3ntxzKNkj6/fekppQw7iCV/sPd91+rUX3uXKpVROoJSFjSW7KthgUeRWvrMtdWwUFGIEgmEv3HAQrXmtfyVdvw24m80BeHUQcD4ZcF1kshO6lMcrK6bNzUgUbNWBZ3PfiWZ+pYivBV5rU4MLxTktWCvCjfjUtqnHh55ypek98yRztxu6eaPxShGuWppRRLD5kQCjzkjEa3FYsrEWUx0gyB3xdUOwqlDrAjfps36QsTkxzE4M0y+mBJuU7NzTO2vg3R+nGn72+LEKaLf9/qpSagz8Q6XUl/6Uu/9xcOwfQRi8938f+PsA2Ru3/DgtScKW6aLH+ryPGdakac3Dwylf2X/Bs/tj3n1+wuBfZ/TOHW0a4ALILhzlnqH4fEk8T1CtJ3suK315KDlL9VCs7IKNRi019THiOg/4RtM7lTjZ2sPZ1Yhvc59vHD/jV59+idoaIdBbTdZp5vMqIg4bVnWCQ6HVTbTuFX2C0FK7gKerMf46xuwvWVUxo6Qk0zV//uhjYt3y5q0LTpdDmipgP97Qek0ctgzCinjU4rzi7GrErYMFd/tzyU8KHcrCxaJPeGg5HK/RynOcrHh6vMYDbWso276EgrWK5VstxI7q3QhTgg1FPhtdGTiCoopwfcv6Cw39d2N0LV1quNIEOaxes+hG4marQ4uehZS15mQsMchn9ZB/dvZ5srDm65OngGCa28IpU/OI59VYFF+mZRzkhNpTuZArP8B6TeUDpk2PQEnM9LpK8Yctgx+G6CagerVk/Wcqwvcy4qnCBwLdBKXwXU3l0LXrVCfSgdtQeMLedIbF3dnpDISzAFPL1s4FiuEjy9V3jvi9twNc7Fi+Id3n3V/dUB7HtOOEYFli1hUoRXqa8d3NA76x9xwDVN5x6WIWNpOQvoEnO+sGFkpR99VuKNUMPMdfPud/dve7OHSHY3pKL3LYf/3kVfrnnmpkRB8OJN/LMCUsv9jwWx9/UYQkrywI7lqOohWxbpg14uLlUGg8mal2Sanbgd5BuCJRDQ/iq47FcNN9GeWIVStT/p6kmDqvWbYxrTPsxxs0osDyB4pNlOCXYZeqKTlOBA4qg/eeOvU09xwqkOwkbTxuGdIqvYuiCbtiqito+mIuYkpZ/Fx6U6JMabFxl+/kOvPnzqXeRRrVeoLSEsw7RdI6xzsnSZ7Ooq/nDD+CURzhh33KhxMWD0NW9xTzN0P4N05q/ujxE03hvfdzpdSvA38VOFdK3eq6z1vARXe3Z8C9lx52F3jxpz7vKuDpkwPu3LvmzVsXnPUHzM6GrOcR7zjFF4/P2I83/MXX3+eDwyMef3DC6F0BnEHC4wa/nzD/mhSx5A8CVvc09Z4AXNFS0fb8jdGqh4/+8C7h1y3Dgw358QQUBOcRLvJcRT2eRmNGdxec5wMeDGaM0pJFlRAMLJOsYFNHu7TOad3jqZ3wtaEUj3E/Z91KjlA011zP+4RRy9cOnzFvM/bCDWsbk5iGwDheu3PJZdWnH1Sc9FY74rH3il6/ZC/NGYcywAqTls29iChwPC0mmK2DPnBruGRVx5z98AhdK6KlFAUxUzbkJwJnaAvpC8/VL7aY3xc4gjst/Q9i6pGnPrSE45LmaY/yxKJLTXKhMSWEK0N55InulVyte/TCmu9c3eNr+885iRfkVraNma4puwt2FORkuuZLvecYHCuXsGhlEhx62V4OTEniDf20pLIBF+GAGRBcB6xftQw+Noz/+wgbKeZvelwMw48gWneT5khhI41uRMFie2YHZ2wTGG2sQCmCjSVeCHyhW7FSM4XES9z71YbqO2Mmi5Y2M9jYoltHtGhpe4EQ4hthOQyeOhpv+LiZcBKsGKiWqe3zO/NXMMZTHje0zyNM5WlShetI3vkdx9HnLvkbd75P35Sd8UmBRWFRbFxMOUs4Pm+p+4bsvCE7h2oS0MaKe/9vhdcyaKl+OOZXD75JPRYhh+417E02jNOCSSzG3amu6QfVbiu/dflf2GwXM63x5E6oWg2GygYYHIWN2LQRe5Eo7D5cHbFpI4ZxSRI0nCrPchPIll4jYW1aCZQ2aITStBQFoE8trtaCTduOe6sV9Bwu1KTnMHxiiebdVlypXarmyy2Y5B3JUNCUVjLlNyWqrPFVDR0NTNDH7lDb7b6T+1xOSRYr0u9r/KBHfWfER39akfoTjh9nCn8INF3xTIG/BPyfgH8M/K+Bv9f9/EfdQ/4x8F8rpf4vyBDpDeB3/7S/YSrP3f+PZnXvhNOfL7h/PCW733AxG1A87/N9d5v9wYaT3pIvjs+487UF35o8xP1uJpQdZPqmlwHpgxXnf7aP2XiIHPUdR1MYBh8all9o0GkLm5D+E807k9vcvjXj7NChrGLwWLG5K/Z6H50d8tV7st2+k85JTcO//PgNpsMpJ70lyzDhh5/e5s7tKeMw57QY8rwaMwhKvjA557Lq0wtrTkcOt45wPcVl2WcSFRQ6ZBLm3O/NeLyYsJ9syNuIy7LPYbLuZJMbHq/3GKcl97MZWjkS0zDoF6zbjLo2nG2GrKuI233Ho/Ue+8mGp7MxLnGYwtD2ZNsYdKv5wTstbaI5+6sN+Z2A4XuhXNAPROYarTy9U891aGhI6L++IF/HhBfSodgUNq80ginmIW88vKR1mlEs1Kz31iekpkErJxelcjxIpjgvhJrzaojziifFHmG3A4h0y6JJebyc4L3idn/BrMq4WvYI4xbvY9IXhs0dx/o+HH7Hc/xtz/UXDOUhxEu6LlIupjYznSOPw4WCqW79LHUrXaoPFNl5y+zzAU1PEy8snSAJG2nCVdu5xDtM6aF1BOsGP4xAKXxodtDAt6/v8+XsKXeCJQsX8qg+4EE25f3wCP9MOvCmJwtcftJhz4cVWnne25zwVyY/YNA55S9tzMol/LcXX+Hk1ww29qRXAhe42JCd16jWo6xkquM8/VCGIW0voBkYmiwhP0n56NUWlVh8adD9Bt9qdCgzhnFWMIxLvjg6lc9FeQam3EWoAPRNSaVCxmHOrE55Z37Ccbbifm9K2PF8CxsSGcu7eYybxVCDjzzxQFR/ttZQGkgd8aiUlF0tdnrOaLz2mI2m90QzfGJJpjW6kiROMfswtEnQQS8y/Ak2Dr2pJP64bkTIb+3OaWl3eJGBShHbOpR0v1snVnYgRiNJSDgt+GmOH6cDvQX8gw4H1cCveO//iVLqt4FfUUr9LeAJ8Dfldft3lFK/giAKLfCf/WkTeBD8ojjQpFeORR7w6PEhyajilaNrpoOM68cTnl+mXO73yY+uuJMt+KXXPuTDg0Oe/uCE5FIxeFazfDUkf9Zn8sqMQVzz5HQPpSUeoZoYkhch1SudO7gDtQrI7jdwVGGXIS4ICDYKFTdUVcgH14d86fBMFC7RBqU88zqldZrIWF69f8GyTGi8YRwVPNrs843xE14Uo532nf2KJGlpGnF7KmxIbCKqKqQXVGgFn8z3uTuYM4paTvMhd3riZpM3EUfZinGYs7YxjxcTnJOtz8FowzAu2dQRkW55dLZPeNtijCPaK/GzHm3mqftq5ziezGH5ULK9j35Pc/kLFrPR7H/HEOSO1X3N7M+IHl5fRRRFhJ9F1HuO+mFDlDSwSAj7NV+4fUbRhlys+7y2dwVA6zXfvbzDK+Nr3uxf7Dpj8Qh17AUbVjZhHBZc1T3ONkOmecrd0YIkaIlNS2JaAu3Q2lNcpQRKHPKHHyuanmL2Oc+9f15z9B3H9Ashi9cMx79X4owYFAe5pU1Ml7VjMbWi7uuuQ5ULV1kI1y3xLCQ/gWSmhfZSu46LqHChRjnpTuUkFQu6th+iWrlUy31FuRav0OftUEQNaPqm4q2DC37vuE8zMEQLTTwVdUy159DPE15Uhm8eignz1tTjrB3zjy6/yuNfeY3jD5fUewnBqkY1Dl1LV6Zah2osXovdHHkDRnXFxZAaRf+ZZv8dTT0IsaEiLKTYz9/UFK9BFLS8Nb4Qm8GOQbLl1Jque2s6kn2sW744PKXpG0mMaBMC5TgvxbtW49kbbVgYR1MFkAc0VUDWr7CxxmYa76F50ZN6ZsTwx+Mwy4BoLudnmyqKw2g3dAtXLfFVgWosqqikWLZdZ+q92NG9XCSNEeel7rtCy0KgjJZFb7uVV1ooWd4BBrSSib376QxFfpwp/PeAr/0xt18Df/FPeMzfBf7uj/sivIFk5jj98wpVau7/U4eLU558ZYB+e8H+g5lkuj/p8d5lypPbQv25259j3nY8+t5tpp+LqA9a8CK3u/f5x7zxufepnOFWsuTizQEfLw6wXgYw62eH6EbxYj7EbToC+aEne6FYFhGu0azblPf0EeNbBdM2486BmCDkTcTHZyO+8eAJvbDmqurv3suyFUPZSFvO1gNcYxjsrfFe8fH0gD9z+xGBslxUAzF9CFouF32MdtwbzAE4Lwa8MbwkDRr24w2hsmJSa4VtaY9qrNMMw5JpkPHD6xNcaZgWGXtZQRXXnN8OCc4iNneFQF+PoDgOKI9bwquQq697+p/IQGb+liM71dgE9HWIahTJWwuaxlAPW/RVSPw8IX9T0T/YcG88JwtqAm2hD89WY+brlJPxii8dCF+08WY38d1uG7cOTsNAVvtAiUdk0Yai2NoM+Tg/pC0DKDW61OgWgoVw+KKlOAM9/qsxt3/Tcvs3Vlx/uc/VlxIOv1eIsqhs0FVAMwhlCx5tw8lUF9MrE1zlPfs/aDn/ZkB+YBg9ssIF1XTqF49uJLt887BPclULHSrWmMKhrUNbeG3/ktzFND5g36x5GF0ya3u8f3WEWUuksK46JkgBzDTFnZYgbbkVLcTrVDectSP+j9/9D4m/1ef27yxAa8J5hc4bib7wHpeG2F7nU6ukaNI6lHPoqsVFXdFwniC3mFKw3eJQIK2gAP84YT6M+FYbcDhYd4u1eNweJGtaZwi0pd8Vx0DbnRF2ahqe5BORnUY56ybm+WpEXoV4p/BWEY4qnNNsFqmYkTiJCFGBcJS99uhVQDQTfF1ZgVGCwpNeVATzQuI1ihLfucULYcTddI7e4Ts+qOoMkZW1eKV323e8k6KqFGiJD/EaVBDg6+7/Oy+P7T7fn+b4mVAimcpz8Q2NV56T3+o6ibXl6DuwOh9y9TWhzJRZiLtIKR4N+P485fB4wavja/RXnvNR7wRVa9IXhqCEH169yvtvrfnlhx/yrcuHjOOCxmm8V3x5/5Trv7xkWmbMiwTVaHQleUsuALcMQUN6uGG5yjgbD/h0ts/Xj5/x4eKQcVLwdHXA905v86WTU56sJvzSyYc8L8c8L8dM4lwA/LBBrQ3JHVENPTnbg9swb1JerEccRBsO0g3TdYZRnncvTvjS8SnzKuWi7DOISq6rHg+SKampxYC5CbGDEusUz9ZjQiP6l2RU0VrNsF+yrBKCpMEFIc3IYSNDUCrKO8Lda09qwmcRXkN5pyE+DclvOZIrISTrBqr3RjQHLeFlQHKtWL3ZYCJHkcdchn2ezCZ4D5NeQaAd+8MNRjs+mB/ukkTf3nvBKBWbuNzGO4xt3qQMA3Ge2g48juIVrdO8vzpmXcc8PZ/gGyFkm+ImikRpz/4PPFdfCkiP+hx+a8bVz0+4+GrK8bdzXBzgtSLYtOjGU4+DrvOUwRGezgXdkF5bJu85rt9WJPOA7EUJWhEUtWyRgWYYdwFnks9T9aRINaEhP5bolo/KY36+9zH3gjmlNyzalKKIZFC3FuljM5BzPVxD2SiyrCJ3EaWLMHj+6fRter/eY/RJjaqE+6MbK51W09Lu9/n4P02JppqjP2h3FK3+0xJlHTYNmL8a03/RCnwRKHwg5tleKXqn8n70U0+baTaXI15EQ07dbarbDXfuTtmLc24lC9Y25lk+praGcVwQKEeoLZFu+fzwDINj2aac50Naq4kCi1LgnqeoKsLuW4YnK1bzDDWVCHDdypBIOdVNzQVSiRZi9NGmimoSoasWs9zcFAetUFrj3R8zm+68PuElvNP7rjCKYEISlRDMtOtWldH41kHbymLaWGjaP/r8P8bxM1FAm4HEr+5/V0liXuOwsaYaSexp9iikuhzT3G4ID0va6wS1Nly6EUUd8vnDc958/VQI7ycJPmzJlN/FDN/tz3m03OON8SV/cHaX3z29TxK2VK2hbQ2mk6C5UNIKk4sAG3mCE0e+CpmWPerW8P3rW7w+vmLdxhB4yrMes0m2c/Q5LwbkTcTd/pxQW+725zwxx0w3mRDv5yG2c0SvrWFjI7Ry9FPBxDbXGdGtljvZguuqRz+seL4Z4UbqJg7DWLK4wXmY5im3h0u8V4RhyzCpcF5RtgEnkxVP15GYNfQbyiKgt5+jfntEfkeyk2wEOEU9sYRLTX7PEs409a0ONKw14UqKVzgL8IsA7hbUrSF/1ie7KyYoTy8m9PslpZFhwSQrOEyFOnzV9LmsBzivGIe5ELVX+1xuejffvzVEQUtrDUUZ4qyhPyhhUFLVAcUwwV4G4BXJTIQTt3+r4PznUl78pT1u/4spsy+Pufh6xslvL2kHUcdB9AQbi7IaGxksHT/RQJspCgy904b4X2sWD0NslKI7rmhyWZHfTqiGinjpfwRbFWu0cK34ZHHAVwfPOAkWbHzAd8sHnJYj8XlNPL1nitUrniBX6Fq60OTc8NpXrjgKl8xtxn83+zL/8ltf5P6Tlvi6lIsfpHh2ndbzX+5x+OYF5+cjTrOIYCN5R+mlwZSgWk+1p+i/QIyCu9wlbX1nVgymERqXXSuilcYZyE80zSAgr0NKG3BZy24qMQ2Rbnm8FJnzKC7Jgpq2Mx7fiza8PXnOZhjzIh/xZDGmvb+hmqbgYLNJCOJ2l+3uG91NzCVqJrvwhGtPtHaEa0u4rNGbSgqZVl3nqG46TN1txa3sCvBdtke3bVeq0717BVEgRbTDPL1zqC3m2T0PbXuDidYNyv7/aAv//49DtTD+oaIZKNInFhtp2lTT9BVB7lm+7jn6PQi/rXn2lxN6d0Qz7L0iCVsuiz7H2YrbvQWD45JP1gdUNiANGl7kI25nC97ef8FZMeDzh+e0TlO7gA/PD6nzEPqWcFJR2JTsudhqoRSbPCY5DTjfHzDqOq1lk4g6ZlxQzQY8vtjbGX8kpmFWprReE2I5zYfERzn5SlQdDFvOiyHH6ZI0bFjUCYfJmixoePfqmGAa8Hwz5suTFzzbSB7SJBYifdWZMpsuVsQjCaOvDq65qnq8mA65cppwZCnqkC+enLEoEtarhL3JhrIfoH99LMOS/QqfJ1SHjoO7c6Yf7NFmnvhSCPXJs4h65Og/0WzNfqqv5eAVzinKKuTo9WuU8ry4HgltqwmYZAXXm4yzxYC8CZlFGYsq4e5gzu10gVaevq74C4cfcjEe8N5Cus1+JFSsR9d70sk0mtUylWjdWYCKxc09KL2YRCjF6m7M8bdyrr+U8ug/3uPh/2vG5c+PefYXh9z+Vxt8KFt1kAl9UIqVWZuo3VDHhYriKCRaWfZ+WGFTvSuOqwdJF/rmaTKFCwzxXNjfLhSSfjyTBW0vWPO02edxfcA/u/g8kbEcDDc8v07Z3OnUcFZMiZcnAhO03nBaj9kLNnz77B7ZqSZcVqiyhUC6Rh9plFK4LOTWb5eUH+xz2NOYxlMcKLJz6TR1Jw9tU3a2bNtUy60dnHIIROE9Nja7z6FNIFgrZi9G/P60TxC37I/XvDKcMq0z7vQXjMKSwob0gppxmLOxMas2YdkkPN+MGEQV+70coyWyo14JBBZkLdGo6qI2FM06QpUamwiPu//ckj1doRcbKZxKCqevaymAgMejaLvcIiOFr9t6A3jrBOfcFZOX/u38DgMlDEBrvNFSRAeZ/K1IPEP5KT2VfyYKqO7UCm0IpvTUA+F6NT1FeyRT1HjRsjkO0LlsL83ra2wrH1ZehVyu+rtc935U8bA/BaByhmf5GIBhWKKV47wasm4imjIgehZR32mIk4b6rmfVS1C1EoVFZVCpx77oYV+TSnKx6ZOFDbfHSz6O+7jLBH3ieFLscZhI1zUKCxZNyixPKacJb75+yrP5iN6o4KroMYlzAu04TNYsmlQI5f01i2jC44s9fmH/EaPOhmy/K6BrG7OXbGi9oWwDLk9HDA42LJuEj6YH2MaQlyGMlhz0NwzCkp+/9YR3k2NeG13xztUJdQSbB7Ld8gbC2xucB79fM/mtGOU85bEnWkA1gXoA1ddKxuMNfp1iG83t4znXqx7jpGBaZAShZdLPqduAx58eoipN//6Se4M5H00PWK5TBrF02L2gprAhz1ZjhnHJOC64lS25LPs4r3i4P+XpfIz/pCcJogHUY2FIKCsLbbTx2FBRTTTVOGPvhxXhJuKj/+WY+/+spunFnP65Hnd+fUXbC9GNdGBNTzih21CyLSTQJgobBoSFI1qKY7wOFEEphajuC+2mSRXKipnwNipXOc88T/n26hUcigfJNXtxzg+vjlmtU5RV6FYI86aSQZ4PPbrf8PnhGaGyPKn2WDwbce8HLcGiwCcBNg1FcaMVzVFKkEuXFU9b4hngIZ5JCJvsjyE/FsqYN9Jlu1DLz0A68TB3naeEEjw1FLhKtxBdKNCG+tjR2JDzZkTVBGRRw6JK+LTd4yDLOXVDikbwaoBeVHOQrnc+n0Ud0lSSmeRbTbWJZMazknx5FctCoiv5PsuJAQakgUYvC1TTQtUNX7vFb9uBojUEBhUYKaBBV0CNloGaUp8NhlPbZE+9Uy6h1U1g3bb79H630P40x89EAfWazlFewNx6IMOD8lDwL1MIlrN8DY6+7aWwPh1Q/NKKu+M53itOVwNWVcSfu/UpJ9GS66YnapeuYwS4LPoUbcj5fEBThKjA0TyoUIuQddUHBdG1oRk7wUU3hv7nZ6w+GlPUIVUZ8trJJR+dHYqt3r0l63VCtYy5Knt8VB7w5uSCTSvRCYe9DTM15OPzA14/uZSCox2FlZM9VI5It8xr6dQ4qLDLiMoFDIKK66qHVp7cRlxXPU7SFdM6YxBXXCpwTrNsEiZZQRo1LPKUSZzTOs1FOeCt/jm/39zhh9cnvLF3xe9/PcU8yXAjkeDVRcjJeMXUCZ62fuBQjWL99YIwslRBis8D4sOWWSGGEmfXI0bDDe9/dFs+r2HF5WxAEFp0YRi9OuPVyTWfzvdZ5zGvn1xyrzfn0Xpv930/HE4ZhwWPNnt8Mt9nsU7xHpKkIQlboi9dM1/0UGcx0UyTXMkAydSiJgrXjrBQlGPN9ZdiRp+2HPyh5tHfCLnza2K8/eSvDDj53Zqmt7Uy891CLRdxk2lcKDCGqaFBDCegw1r9Sx6RO4qTos26YZCSIuS9Yt4tgqke8M7lCZs8xuYB2Qsj/GML5aGT6I6DnKPhmmndI4wtv3n6KpPvaaK5SBbbQTckqjzNOKbpa3R7M+DwCumuO6s23XpsqCn3Ncm0u49R6NbTpsIkiFYOU4r7UzsIUA56Z1KUXSjPk0wV9uOQpi9WdHUvYXHkMLdzosjy6eUeQeDY6+ckQcs0T4GIi+UJSnkmPQme85tAhuBDwdu9UxA59CYgmmvCpThamQrS65Zw1e4GPSiF76U3E/bASAHsOJw75gHcTN93H4xM5m8C6G4+LwDfUdq2HFJABoZa77wRfprjZ6KA2kgUCIOnjmoc7JyVVOuJZ9D0oZxogrVCW0e0lpXWfdynf+uUf//gByxsxq9fv8lvnr7Ca5NrHmRTNJbUNJwWQ6ZFRmQsm1omhjp02DwgmAW4UDxFmw6WazOFSxy0IjeMH664P5nROMOrg2vmZcrlewfYrCbNaorLAZebHntZwceLA+70FxwnK56sJ6hIWp4n0wlJ1LC0Mc6POOktRYNsQwnfqiLG4w3pYcuyFR/Iy6LH0+WIh/euebKckHQGG1p5gquQjVXcuvsJp4x2OOusyriVLchbsSsbxDWhsczKjPEwZ24z0l5NeQKBdkzzFLUKKI78zod13Tc0VkNPWA1nT/fAw+gHEcWfX7PaJKSPQ9ovrwUCqTXBfgEHFabzSR0mJfeGM5zXvDs75mrR5zQccme0oLIBvzu9T7OOGBxseOVQzIuneUpRh7StRmmPvptTrmKUlQt7azwRzxymgd65pelplg8CeqeW+/+d4/F/oDn6llCyzn8u4ug7NfXQ7CbvXklXmE4tbapFHWTAaggKuepsrHAKiCW5VVswjZynNlLdxFbUbuO0JDUNvaBibUVOGccNw8mKs2YfAk8wDbD7DWYaMunnLMuY83jAh4tDrj+dcPd8a3AR0GaG5EUOgaacSK5VPAXdCH9VecH0dI1M4YF6XwZdvVPb+WV2A6O2C2ZrpVPV1hPPml3MBc6jG4HLoo2jcZpoLaT/ZqBwqSOL285YWVPXmot5nyRpyKIGpTy9pKa1mtkmpSrCjiKkZBAbeFQs2fM2ERjGB7JABeXN0MdrhevHqCaQ19odPtDdtlvtiqM324m6+kwR9VqGZs4ofKB3PNnOe0gOrToLQb3LlL95gp+udv1MFFC8qDM2d+VXZR0+EH1sM1H40FHc0oQrzeKhERXJniJ7Ad/7128w+fcKHqTXvNq/4mLT58lywkmyZNPGfLw8QCnPKC6ZFhlGC29NKU923HBx0GezSli7iHAhHEGvwYxqXGpYnvdBw3MjSZ6P9B6DuOKqw7KrUmSQvnP3fnyxR90GfPP4CfvJhovJhtUmoVzH9A5q8kqSCe8PZvze+X3GaUEaNEyygqt1j9cm17w7O+YXDx9Jvvesz/Skx6aMOM2HvD685Lrs0Q4ku33VJAzDkryMpCuOqx3Q77qAvG3RTYKW4M0VbavJeiX2WxPWbwWkZ4Z4Jvy74kBxcmuG94qrdw+IrzX5w4bhuyGLLzUk2lNOE+h5nNOodcD4wZz5rEcQt+ylObfTJc9WYx6d7ROElqYMeHD7mv1kw+lmyCQpePXomv6dilmVkTeRuFNpRws4G2BXIX5jUHsNxWsV5jokO9Wkl8LVNKVHeZFhRktFfqSJlop7/8zx4t/VjD6U93L51YiD7zfYrYdk5wfaBrKFDXN/kyOuxLkpKDrXpkBkglt3r3p8Iwv1Gopjz/pswlG2ovWad65PuDNacJX3yCuZwntk2x73atK9DV/bf86LYsjpZsjF9RBdalQrBhk2DTClYKT1KBIP14VD1xazEb4nquOotg5lHe0gph5o4qknKKXr9FoMnLcFFC2GG1v5I0hzIkMX4Vz6QKNrkUq6oVjDDd8LqC7GVIctqt+S9SsGaSnnxmyACSxae8prgSt8bFGd92ebB6jSoFcGZRXRTJGdefovGoKy42u6m05x2+17raVb1IDWuEDCkLzuFi6jhKm0NVeGz0g6Zeu+xYJly66838lhXzZnlhu2w6efrnT9bBRQLSeZ16JV3v5UoXwZ2gixuj0wbO5p1h32Sa0J54bfePQad/f3GUUFvahmWSa8vzjmOFsK7ccpQuO4ej4Cp4j2St44viQLah5f7OE3AbqRLKD7Xz6VzHjlmW4yllc9aDTLswEHd+c0znCx6ouzjFfSjFjZygE085irMuBi1GdVJyxXKUf7S87OxtStIQ5bosAyDEvioOV6kzHJCgmXm6W0B5qiDiUOQzviVCJBBmlF1QaYziXcjGtsZVi3MfvxBmMkFjbUlmmVsRfnklOebEhMw1XZ52rd495kzrqJOHv3CH/LMtlfMT8KAVk8yiMHm5QwsEQLTfG5Ej2LWH+zQDlFtYnAKpqjBtahqL3agOB5jHmjITSW33zxCstVSq9fMkwqql5A0YS4WDGIKjZdwXx8vceD/enO+Xw+6+HzAFVr2XVHHpYByoAdWlZ9RzMIiKeQTJ2YG3fmxE1mqIdCij75bcfF1zXxXAxVrr8Ysv+DBp9p2kSK0NaZ3Bm5iG0kYYYyfBFXdJuo3YXtQhm42Mx3OKLE/CrjeefsFllSMT0f0hwaNkWEdxq1V8Mswo5b7CIhO645Kwc8Xkwoqgh1msiCHUjBNJUojGw/Aq1IrhrQCpuYHa1q+9MbjUsD6lFAuHHoVjpnUe0IU0DX0n0qz478r1vX4YEIR9PfDJ7wEG6sCAhqI7QvpTBlQHppiFYR8zdHlCddjtY6wbeg+g61V+PXIcGFFD8TClTitfgUKC+7zPXtkGgTEE8bwmUtzZIRm0BvQukKVVcMjQgf5I2ze40Y+f0zRbPrKH3XZSr/UoSHh2BjOwxUDMR/9DEvG17/JMfPRgGlK5qmM3toFclByngbcgABAABJREFUIcl+UYFRnt/48HWij1KM8btsaC8MCdyTHp9epPh+S9yrcVZzdTngbDLg3njOh+eH+E97JHnnCrPu8c4q4uGDS/ZGG8xkxeV0yNHekhfTEfUyJrwMMKVCj51s542XAKwwYJBUrJKMugpxy5D0KGe1TnmuOxXQJz0+nBzyxv4l49GG2Fj2DlYUVYSJHJsqYt1G3B/MWDYJ10VGaw3pqKR2At5flAPeGF1iveKsHHCQSSG8KPuUdcigV6L6Xizv4g39tKJsJPUwUI7zYsAXBqe74nm56ROHLbd7C37/7C5+vwavqNuA8Q8Vm9vi0q+HDc3HA8rMkX1twThoUXtryjokDltmp0NIZRCVfBRRHluKTYTvO3pRQ+s0R/01gXHcG8545/QWbW3w05jzZEJ4HdD2PD52BMOaR1d7gp11g4n+yZrNKoFZJMTr2KFqTTANaMcW+7k166c9TDfkiVbSVaXXjmqoqUYK5RTjD2H1APCwfq0lXAX0Lpw4L1k5z5xRVENxOUdJ9k6bKfI7nmiuiKdyv6YnW8+2J0R+F3kJPNyruH805dPnBxjjCHsN640kraZZxSCpsHsSFHg2HRIFltKG8rP2oD3pqabJNKbTkrtA8GjdWcKpDi5ogki2t9si0MqgKFxZQiU6+WoguG7bk7jk3pklKLxs9T03W18Pzhhs3GGKXib02gksEKw80dLQpobeOQKTvGKoR0Kd0rlAPS4EH0K40rBKqE8aeLXENgY/j2SrvlL0n0B22RKut0qhbkHqRwJNbAv4to5373H7XrcxHtvHAjvBA9sdQvccXt10n/htgBy4+CagTrT4IqvVrQf30mv4CY+fjQKquo4ztujAszde83NHTxkHOc/KMf/q49fp/UEqgVbdSrpryTuMw8YaG8fYNKYae1TfsSTjOq6pNxEm8LgBJFeSlY5VPDnb46987odYr3jfWJ6+e0J6pgm2n6WSvPnirhPeZxHxIo+Jk5pbJzNOPzyExNFLaspNxHze43B/xfUDzXqVEBw6yjrEaE9oHJX29OOay2WfD+eHzNcZnz8+k67Sao5HK4n6aMVQeC/acJytuMgHjJOCs81QYj2ygtPZkGGvZFXG4lLeX3GZC4irleNq3WOxl9I6I2Tv9QFfuHXOXrjh1nDJ5uMRulE0WU19X+z+ei8Mq1cMJ79jefbL4rp/1F+zqmMGcc3jT47Y/45h8Rq42FPestx9/YLzb5/QPihJIolDea1/xfe4w4fXhzTnKSgwlSKYhZRHLQQeAk9bBrRKlv64V3O8t2Sep7LtH7SoVUCwCHbGE7rU8EkPn3hmX/GM3jU7lZE3dLZ0IgtMrx3x1GBjUK1i9lXL4J90Q5dEsDIUJHPhSJZjTTNU1AMIF4J9bifVNobqwGEzR9tXMBJt+f3DGRerPmm/IgqEiF1XAUla83Ay45PrfUJj2ThNEFiU8jxfyIS7mKVkV5poITSpbf652RkvS6H3RropXXf6d+WxkSw2TU9THwdo6yn29a7w9595sosWUwnMY5MAbR2uy1WXv+PEeMX5m0FLoGWLDKjGESAWdMpDduopD6SgZacyTItn4CKoJp42E1yeixAVSfhjuOmYDCMwtQzzdCWhdLqVxeEzxbMr8ttfHdxwYj1SNM02pbMrni8XUM+u0G67Z5DzYet+/zKMIa/hf1zp+hkpoBCOKuKkoaoCXh9fsRduuKz7/PD6hNG/TOidt5/5AraYiLK+24Jp6SoiRRvLql7ux1ydH8mJMGlBw2agUI0imAf4gfBED5M1w7hEHVa4y5QwF8rM+qFDV4pgZWgV6J7offPrjNvjJT4VN6erZ2OIHOGzkGvjaVch/aMNz1Zj7o4XPF+MuDNasNikpEFDllQsNiltY7gq+hxlK95bHxN1kR+HvTWfLvc5OlyRBQ17SS7cUmNZljFagTGOQVxRNQF5G3I3m3OZ91jXMUdZzSgt6ZuKg1gmvrYV/9DUNETGYu7m8FGPtglwd2qOf9fw4s8bXOo4/UXD595+zKv9a37j+asU743RDei+px4o2lHL5M4C7xVPPz0kAvYna37h6DGxbilsyOWmx3qeQmZJH0W0fU95uwHjSR9FEp1cyiCm3Rfi/vNHB6Bl8KC0x2cW5w26Uui6g0jG4g4VzjTzL7csGsXBd5RgmQp6523nrWAYPGtRzrDWmuaw5clfUzz8h7LieqN2HZ4N9S6+N70QjqKLZXipLFRfzjmcrMTLoJakTh3XlG1AVQWkSSPYei/n4EBoPbU13J/MyJuIq3WPapFw1Rr6vVJ2C2fdYtcKA0Um5hBuhG4kDQG7VEopOl1gWqQIc7cr8PVICurkHdmim0YKiwxSQNGZOluL6Tw2XSxmHducemWd7OaMxqW6yxtS1ENNuafRtccUHq0lC6nNPM1QFhvdiHqtGUvBjq4M6bkimTqSuRWX+rzFLOsbzbn1u2LpO2zXh0YMYKIOx209qnHCie0KpgtvEid8p9T0TuGd323p/a6Iqpes77jZ9nfda2cW9lPjn/AzUkCV8SRpjXOat++8IDUNH20OuSz6TGc9wrvQu+h4e5m+waroQPXug1HWo2tPaB2mUcQr6J0pqrGmqLuto0ZoUSPH/jAnMi2bNsJ5xdv3nvF+coT9vZHALI2i2bOYtUSJBIGVmNda8+n5PoODDWUVomqFHrbU+xpVG8JpwDrIOHqw5mw1QClPZQOCwLLsurnZrE9vUOK8+Il+6eSUdRMzr1JuZUt+WBxzWg7pBRW1M3x6dUQcthjtMdoRh4o7PVE8fXB1xMm9FYfZhnmZEijJXXpWTkg7n9I4aTgrB6Sm5m4251E8QZ8rlvcUX3rlOT/4T24TJcI9ffiFKYlp+LX/5zcYPHX424pgI1nmTR/Gt0X9tNfLsSeK9sDwF26JGdgPlyc8mk1YL1LUOsDHjuJ2SzipYBEz+kHI6hWHqaRrjF9f4osI+0mfyEIz6HJ0WoWZy/RaxZa2NOhVgLKiAMIr4nPJLr/+SyXmacLh7zuavnS04caxeBiQzEQNtFEBvLLhyV/NeOUf15T7oRSnYGs0ItxXrxTx/AYbXb/a8o17z3iynGCBLx2e8jSdsKkjrmYD+r0S6xWHvTXPFiOGccnDwRTrFRfFgLINKMsQ02sYDnLWuWzxfejI73sgINyAbUE3iqDstufdlSnSR7nCJb9cBl/QxfbWHptLZ2kaTzxrRcZaC+anmm7brG4GLi7uPEb9lnWgUV4m17oWRkBxElOOuxC+1tP2RA4rjlbIRDuUjl830PYgWBkJbouhHop809SaZNrilaIdx+jSYnIppD7QYuSx1aJbj2lq1LKb0DatGIl0lKYt3ckHZkdxopu6o2URcUFnqKxlMdh2qcqzC6WT+90Mnj5DWfsJj5+NAtr10X/u7ie7KIzUNHzyyTE6a+l97Zqnt0Yc/muJlG0yvcMytlt64cTdAMPb2NKgEGlouFaUe5ItH2wUzb4jMJY/fH4HpTzjfsE4KXjr8ILv3u4z+YHG9h2632BNAE5iR5T2qNLgIkfxwRh/p4Rxg9YOGzp0ZIXMvAhorGGzSej1yp1ixyhPEjQMhsWO/tGPKvbinL0454PZIVlQczXvc384k9z6oGaQVCzLmHFaUlvDKC1pneFBf8r5asBV1RNOaZFwkAYM45JFkzAORd+819/jKFlT2Ii78YzjwSGP/0xEZCS7WweOB/sz3hheclX3+M5vvsX9b1UsXoluVvTYwys58xdD+idrcTFvArR2fLg64nvffwj9FpRHBx5rPKrU6IOK9jqh/9hQD8EljmgWUE8c+Tom/jjBpp7oCwuoA4xxlHmEN57sw0iwtj2HyyxYJUmQoReT3kajZhHNfsvFf9yQ/W5GduEwNQyeWfIjwQXH78FM9Tj56jlPN8fc+q1Wim13rthUUdxuMWvJjXKpg9jylVefcTeb81r/iu/Pb2OU56/f+j7//PJzhMZybzDnw+kBiWnYywq+OXnMddPjk/UBAI2VgdhktME6RRQJLQhAV5ritqWqFPG1qGSitbhCGS30ImU9QbntKGHra+a10JCU6ySaXe65NwqbyWWtW9e1aH73GG80uhJ5KxrZJ3fT7XoYUo30bisc5qLcKvfEiMWmfkdD8lp+r0ciU7WxR7VyorjIo5wiuxRxwq4wN67jsZobTqdSeBSqbNFFeVMUjMbHET7tsF/rhGjftKiqBuduWEjedxJPt6OJsjUW2To2tS3EMSqKoGlEQx+FneTX/VFe6Y95/EwUUIBbgxWhckxrcdT+rcevEMwCRt8KmH4lYvxggf+bjsvv7TP8WB6jvADEut2CxzfDJZAversyB4UnvRQsrhmAajXnHx2QvjCUx46LSUh0YpmXKfGtHPf+gOyZgds1tRG+RbOOQEun4PIA23Ok76QUb1YEgaOxijStWY9CwmnALE+xq5CVVRwdLFHKcz4dEh9N+fzhOd9+fB+tPM/mY5L9lrvZnJP+ilmVkWUVH00PYA+O4jWhsfS6bePdwZyoy2O6lVT04pq8jaTzdJq8jZiXKa/2r9HKU7lAMNRiQGQsWm0NZxXVNGUeOEaDnFFc8M78hMen+wyfKfLjkOnbXZrnaxazNDSLmHBccTRY82I2wjnFG0fXPF+NiKaads8Sxw3FKiFYGeyJKLh86IgWmunXLLrQuNCjK4U3Hm886pUN+TrGlQH9gw2+MJhWhik2lfsGayGBN32PG7X4woiB77AhThtRwfzylItPxux9T4pReuXIjwzVRHHwh44re8zBz51ztT5h/52WJtOdfRr0Hgds7rdE+yXGOH7h7mN+bviIscmxXbaT9ZpYN3x5/IJNG++cpWprOOktuRXN+Tg/wHnF5abHpohJswrrFFrBMC053Nvwg/YW1iuO70+5mvcpTYK24v8QL24oVDbVhLnrOKoCL2jraWPN/HVD74V0q8nCYUpHUIqr1MtOTdtDAS4OZG7QTb/bXkA9FqPmsPBkZw1tz5AfytBIrhV5vCnVLsFyix22Q4dNID3T4snbChbptSc/FBFAfG2lCLYOUzXQWimGdee5sC3y1u5MQZRSqDjCJ7F0n9378EknNPAeVTXQNPi25cZEpLv4nb3Rw3u/k37u/l4opjNbVsO/3W5M2nG3N2djI0Jt+fbZPdT7PYbPoX/a0jtXnH9zj/DtOYdfP+fF4T573w5QjUjxtpSU7bEtoJ1nL62W+wSVR83lS7axdB/NyOOGLRQBT1/sofKA7Naa/JZn7x3P2ZspYdrQrCP0MkAdV+gyxCWAheK2JfthTPElISuvz/qorMXGhnwdY4Y1+nHKeb7HvVcuCULLp88OCe9b7h7MeXY5oWkMn8z2diqis/mQvcGGug0obUjjNYNICtGyjBlFok3ej3OWbcpb4wuuqx5nmwGDtMR6vVM8xbqhsMI9LdqQ+/0Z7y+O+erkGU9++y7jF4r52z2+9OWPeLTYY7bKxIS39qweiMN7uNJkz0VrXcaetgp4dj0miRtWy5RVHXP1YgS3Gw6GOdYpXK+mOgZfBKTDNbVxzL9gGN9esngyornXoEPH7YM5T/MD6Aj5qtVYqyVXXAk/GAdBoYgWqttZKBoX4A5rkl5NEFgGScW6jCnrUKKojzKid1OyC0965agHiuVDydy5CI7Z/3cvmFdHZOeOzS1Jj2x7MswMQ8uXjk/5yuDpLoxN4/jl/g9ZuoTSS979R+0RT4o9eqbmQbbmcb7HtxavMg4L8jZiLyvoRY04cZ3u8Yuvf8rj1YT3L46YDHOCicAu02VGO2moyohoIdteGwnZXFt2frnOQDp1iKmJZ++9rrtrPOGy2RU1mbp7XBKIj6jWUoCcDIdcEtAMQ5qBkQI3a8kKEU0ICR36radeGZpMUU0UbU+usa3M1yMxxC7Q2IElv+vxLwyDp47sQmAEryUYzhSNJF82bWfisS1yN16r8sPvip5v5b6qqiEMZVJeNyLl3NrUAYQhqvMC3RXS7dF16bujqvDOo6Kwo7L5P/IaftLjZ6KA9oKaXlBxVfW5LnvY35kQNbyE0ShGH3nK2ZjzbxYc35lxrsYc/GYIXqZscINjKFmssYGsnoJ/yPbG1J5oKVufaiQAiZsFmFxR70N8bsjp408a7IehFM1eLfre3BAEVnA6YPCpEZ/NW07Czx4WqKcpbezwfSv85TIg2ijiWcDz/hgTWHyreP/RLb72+mNWQ5neB4HlvdkRWdhQriPUQHTql3mPcZRTW8OylNTOWZVRO8MoLHh/fswbo0sAlnnCqFdIIF1UkZqGy7rPcSxGK6f5kEerPRZFwnk2oD5pqG9BMqx4tNjj4uN94pOccBpQHCnKk5b93zf0Txvmr4W77sO3irYxLFcR4VXIaTJEJZbRKGc675GkNeVlyv4fGNJrx+l/EnO8v+DCalYfjSHyTPZXMoR6IRLPB3eumeYpTRNwPFrxeBPhKync212FjaXINWOLHjT4ylC+6BHkmvXtiuPDBWnU0FhNr1eif77g+sWQ8TuBOP8sRGUWzeH6+4dEf35B/hsjTA3rz9f093Je2ZsyLTL+3PhjRmZDpCyhaml8QKhaImUpfbgLZLss+p2R9G0aa9jv5Tut+O3+gu+d3qauhN94lKxYNglJ0HK/L8q2UFtu7y15djnBPyjwT1KKPbWLnNa1nL+6hbDqsM/yhsupG9/lQBnxKC1ayU/3HlO3HRUM0Jp6P6bcCzrppqX3rJBhSmzwoUY1n3XUkOGW2jn620S25qaS78NFXrKMGoPNPMVdiw8MxUFEPAuJl45wY7FpCHt9dF6Lk7zvCpfrJJvd74qu+Xmp6G2L4taKztc3ceIoJS5LW8emIMA3jTg0vVSM5c28VCADc/N3XzZl/imOn4kCar3mrByyqFKe/Mv7KAPhSjCf4iCgTWDyYcXoE0f5acSLP3/I8I05s78cM/61lHAj02GR6312MVHa77YcbSAda7gR/qBqoW4UutbEc2HoVkeW9LmhuA35iUK1nuYqRRcKN7DU64jwoMA/6ZEfe27/puXqSwH5qw3qKiasITwP8Q8K7FVMeFRQHhkGHxv0i4RmYGUSPS547+KYOGxxlSEvM7K4YZCtwStOL0cc7q84//CA46+sd0T9dRkTaieZ9vmYJJCz+zBZ8wGHVE3AKC55dXCNQzGvM24lSxZ1wrxMubgcMtlbMw4LPv/aC374/l2sVVx8eEB4krM/2PDiJMLOQ3pPAmwEiwch+YnHZh5TauywFakeYF5b0zSG0SinF9ds8ph8kTL8IJBBQq2x64Cvvfmcb7UBC+0Iu0jc2fMR4dygXt2wKBLyTSIKpNGK/qjADSqKwwilPO4iIbkQez28IXgRCDOgk1iqNub6xRE28aT3V4yygst5HzOqWf/ZmuC9jPTS03/uWbwq9oX5eY/jv3LB9LuHxIOKv/7wB8S6hTG8Fb8Qh3mv2TcbVi4h7Irnp9URuYu4KPss65jWGpnCZ2tCbRlGJbMy44PrQ3pJTTFPwHg+Wh1ymKz5Qv8Fzmv+cHmXD+aHWKeZjDaUTcDmTkp6ruR87CCqLfUmLBy68wPw6qWMLxDKUiddxHtUUYuSJ4upDjOaniYoHb1nJaZoOnlnF09ilJDWuxiNrdsUStyofEcJKve3Euvub5YycwhrRXYqxtVtTzw+w9y9RFJX1OMYNYzR1onxddWiyhZlxYtTNeKytCtlzt10lc7j3Y/4dW4Lavujt+ub7bq1YsLcGYng9M1j2257ut3i/9uOga6bmA8+vkXqpMsYPBVcc3NLsfdei64dNjEkVzWv/4rlxb87If6zC5Z/0TH81R7J1Il/aMBnda47kttNJ+pCMbYNC6GGlCjhDl5AfcfitSGcacojR/+RpjyUk8gOQeUGf9lDPchpVhHTt0LSS0+bBTR7ggdlZ4pNmuB7VkxLRg2bX6jgNCGcGyHzDwztdUKRSU62jxzOQ2RaBnsbVqcDLhmAVzxfjQB4MJrx3U/vsVmkHL22YlNHVG1AL6jkwgfqNuBy0+P1gcRsJKbhw9UhV0WfUVxSjEJm0z4f9Q/RyjM8WbHJY9JzTT6IuNY99HW4k7W6SJQbzVHD8J0IG8FmT6FaoRb104rr8wnJZEUvrEU1tgxYfb1ETSPWb9e8eucKh2I/25BXIcY4Fsseww8CNt/MOR6tmW9SUJ70IGeWp6yXKUHU4i9jnJKL1X5VbAxdaygWEclpgK4hWgII2d3kCjsdcR0MaU5awkFNGLXUn8tZDlLKuSbcgOtZHr5ywaaO+Ot/5Vss25SHyRX7Zs1AF5Khrloabyh9wECXlF0X+lZyysjkbNqYdRzzYjkkDixhR0NLTcMPVwNaq6mrkGRUYa2SKBjdclaNuBPP+bnRYwDyNmIS5/zL998Qw/VuULOFpXSLdJd1R9uzHt1K17njMTq5TXVdp93vs3qY4QLovWjon4url0uCzrjjpU7DKNo0oOlrUWDFIihoM7l86rGn7Vl86DG5RjcyNNKN8GWDjaLpi5duPO3050ZB2xmu6JthnXMiQ6UX7F73bgqu6OJL7C7GROUlfp13H0RXGL3jM7Z1/qXO2QltiiDotvovDZO0Enu7rVmJe6lw/ttcQFuvOVsNiC4C+s885b5ifRfwwsvTdUeeD8U5xauQk9/e8Dwaob+2YvM/WZP+i754Nw7UzTDJ3NTPmxNNCmg9lNUz2njSa0811NQjUGtDtSdemMsDydQJl4rilhNcLnH0PjSYTzMWb3g2r1jquSY9V9gOSnAhJBea8gh0HRAuFO3Aw4OcZhkxeickbzP0gxK7DPGxpfdhxHy1x/XbJVnUsAod0ccp5UnLfJmRZhWlDRmNc+ZnAz6eHnA8WHGx6HPRH3AvmzHp55xejBkfFSzbmNKG1DbYcUgnSc6sTFnWojuvrcE6jS0C4qnHfxoRfmNDOW6JZhHJteirF69ogmlIm0I98qTjEr3nyVcxm1KCwo6zNX/48T3CrJaLX3v6DxcsL/s8vRozy1Ohc1Uh+nGKMrD5Zo53irIJGKQSBTHp55yejwFk8ZnU+NKIjPI8QzUKlzlUamneaiBq2ZQBfhbRf2RIpp4w92yONfF1iE1CNq+0mGHN4M0ZWjumZyN00uK94ueOnnInnvPvDD8gUxU9XdFTDRsf7gLWDJ7GG4nt0Bs2PuJ9e4vXswsOoxVl+ypGOyJtcSjOiwFGO5rWsD9e8/XDZ/zh9W208szqjHGvYC9Ys3Exr/aucF7x+7N7HB8tuDo9AqCaKOqRJzsFvRD+81bqqbzHFA26tqIbdx6zEYy8uDugOAiIF5bBJxt02eC7jkx5KbI2CWj3ZDtfD7fKJ0+08sKddGAKGcV7LbhncSQUJYBoqQhy4YOamh0jxoU3TclWiy/Xg/qsyki/7HrlO6vCjlSv5P4iJABlh0L6bx0mbyVQLi+hqvGt3eUkfcbKzvmbAZXRUkQV0m2GYecJqnad/TZ//qc5fuwC2oXKfRt47r3/a0qpPeD/ATwEHgH/c+/9rLvv/wH4W4AF/jfe+z81cdl6zXzaZ/z2lOKLhs2TIcOPNfFMXOKbgdk5gVcjTTnRVHsh1aHFzxN0bijftvQ/DkimnnokBOMbwwBZzLdUEN1Kca3HCheJVVq8cKA1NjHUBxYXQnwRsHzFM3jkKTyoSuNTS3ngGX0Eow8kvlXwVQiXNxK3YNPxTfsO24Nwqol+v0cYwOa2JztTNEVKPZL/X+17Rh8qHvvb2EnXTY4d2eOA8gsNm1XCe8sUdR0R3sopqpDnboRS0sGs2oTDdMP5xRHzfkq61/Dh/JBbvSUBcJyuSE3DpozQacu8TGmcpvpoSPRgQ3kgssy2EK27D2D5qsQyawvtXkNyITEgxTIhzGr0ZcTkeM7RcM0Hl4dgFbY1KKcIo5bivTHjp4rFL1jmFylfePsJs0/2GH0Ki7c8wUcp1ZGFkeC3dRWwCmPMaYy/X+CtQmlwiSVKG4xxVFVIqB1J0rBepFRXPZJLod6sX7WsvmjRi4D0AvrPHOWexqw1ro2Z5wEP7l/x9pffY9XEZEHNcbTkbnTN7WBG4w0WzUg3jGg4tym2u/INnkQ1JKrlwg52xbXxhqNsxSgsab1m1cTMywH3R3OmZcamDhkEJa8MxWvuVrLgz/Q/4v3y1u7xBkfeRBxna5ZvJKx6fQYfG8KV8FPbGKIVOzWSTQwqDjB5A3mDT0MWXxjTZIpk5pi8u0LnghX60MjQaBRRjSUjSjlhpYSFI156mkzvTKeVF451m2ga0RwQ5p50KoqpeiiF0wWiXgNRT21NOqQAvzzR5WbIqxB4wXKzQ6Sz1IulkG95mWIC0lG3lOl2lTEu6Eu+VOnJLhrCaYnOK9SmkLhiBQTd8OjlTlUrVBje8EmVuOPvfv6Ux0/Sgf5vgR8Cw+73/xL4Ve/931NK/Zfd739HKfUF4H8BfBGJNf7nSqk3/7Rkzrox6MuI5dUEO7D07q2IXq+5eDqh/1FANVbMX4upxwKqJ9fQe+HpP9V4pVnfVwRfXlFNDHynT3rhqYdS2FzUQR+d5Ast1mXbL9xG8k3GCxkuyZZDS5Hs9NSbO0JdUk7IzNWBZa4ld3z48RancqRXdNku2y2NIpobCUbLPeFGiM9yMnnUC6j7is3tgKYvrzm5VGyGStQbS0Uz9HAVw0EFTlZ+96iHe7hhfdFDJdL1RLpFK4e+U1CV4S6ErvWG42SF84rn+YhiHcM65JmdMBrnEguR1MzvNUQXAQ0JatgQLkPCDYw/rFjficjvGTb3HD5y6NDSliGq25k1TgvO56DfL0VXv46JWiFU+1ZjDiouNn2iuWbxlviO1vuOcFQxvRySjQrGow2zaZ+wgWYagwK90SQrhVcJxYGFYUs2lm5rf39NfNzi34Lz6RCuY/QqwBtovram+MWG5VWP8CKUTJ6jnEWR8J494heOHnMrWnAcLkhUIyF4qiXsTgyjYKBrVi7ivfoWGkdPS1Ga24zGi5HLtOlxFK9xKIa66L4HT2lD+lGF9Yqrqr/LftLK8355i9N6xJ14xkU1YBQW7CU5tTPkywTdKqo9TzxTnXGzKJWCXAtHtGgx64p2lHLx9RQX0eG7DdGsQtUtdphQTWLqodllEAkvWnjU9UC6CtNIxxgWXlROgQJuOtIm09hYoUrxFQ03EM/Fc6AeQVBCvJSC/DL7ZeuA9HIx3ebByy/yY+uOtbUZ3N7fhp3s1Nzcf9uVmlbYCflRiLsd0WbyvNHak1w1RPMKPd9IUW1t50Yl+Ul+O0B6eeuu1M00/ic8fqwCqpS6C/yHSNLmf97d/B8Bv9T9+x8Avw78ne72/8Z7XwGfKqU+An4e+O0/8flLTbgWmopuNeXeiOnIoQ5qor8wp6gimo8HnTxMtiFbI4H8SIjVbRkK//CrBcFvpQS5aJ6VAxXJirnb0hukN3ZyW7kvtlfJ3JFcA15W2fU9GH7imX8OornI+2wqf7f/FOK5yEptpHbu5rrxZGfdtLSW/x+u7E7X7EJNuKx3gL1uNKaWGIl6BOW+J7gOdsax8UwwKT9PqfY6Sk+tqK5S9KgmeTfl+jjjrYFM551XHO8tWTQJadiwqmPGUU5pQz4+O2Q0zlmFCaNBznF/zdlXPUZ7onFF9GGIizThSU0zSOideYqjUDrqlaY5bAgz2Rq585jwwYaLeZ8HhzPwimhcUdUBnMaEdwqaoaG530hHGloW3z2gvt3w4B/Ke3vyn1ray4T00mC/XNGLGhaBxyagaoU6rrB9RXugBXvutZjQEQeW66sBG+MYDgtuDZfcurdE3/fkbcSmidjUEWUTYFLLK79wJlaD8wlv7F9ykiwxOD4pDnhc7gNgvaJ2wU7F5VC72+ZVusu90sqzaSKazn6vbCVPyHtFaCyBkQuxbAKck0jfb+UPqGtDEDicUzgrPrN4ha01ytwUGR06/F5NPVG4KCKeSmEJKljdjRg9KsEpXvyysBcO/7AkWFUSdWwM9X5C+WqPoHAEhSM7ryVfPdWdz66Q4l3YuU95GaLYUDo+14XnuVB1TldiBC3GzXI9xUtLMpNrp000dU99xqUfYKtr3zYq2w70M65H2yLadZtYv1MZ6lauCVQXCBjINSrerUrgS+sJKr8btLlAsbkdMX89wgdDooUnvWpJLnKhUW0L54+mcP6UxRN+/A70/wr8F8DgpduOvfenAN77U6XUUXf7HeB3Xrrfs+62P/HYOt3oRlFNZEWc/EChfEx+nFA8aMleX9K+plj/4ZDsFGwixg/5K424x2snCo/TmDaDZCbPYxNoO3sspeh8BLsvcvvvQAK5lFdES0+0FKymPJDbo7kA6fFUEaw1bc+xuSNKF1N2+My6xodGQP663SktXCw0C7OuQCme/aUxd34tF6C8DQiXnl7VYrNIYnhTTTkyVGPh3oVLz2DuWd3VBIXE+zZDT7DWNGFA/nqNylMe53v0wpowtLw2uuKq7BMHLatKTH6fLCco7bg1XHJvPOfZYsTT+ZjbwyWzMhVfx8PO9NYrylst7lN5P01foRqPmQU0lWZ8Z0n7WsMwLTl794h8LFEmpvNM3TQK9yJl/60pgbFcvntIWRoiQG8M5R5c/KJHXxpc5GlTTz+pOektGScFH0aHKOV58/CS56sRqzyGPjsmwnKTEGXyXq1XfHq1v7setPa7ImUCR5pVPJ2NMcahleej6QFPggnAzi811HIBbT1U06DZYZp1560qLleWTRNjncYjnXfdGozyKC32hlUT4Lwi0A6lHVEgLVcUtNRtl2tlWuoqxHbKHV8aCB066GKANwHB2mAKRdMT+Wx+S9P0PJs7KW3qGX3kmbwvETbtMGZ1NybaOKJ5S+9Zic0Cmr6hTQKaDpsPKtmGKw/xXByInIEmU+L/0Lxc/G6uT5n2K7TttPhaQWcsrVtPvOpuD0HbTsO+tQsM1G6AtDW03sord9e/vqEe7oLhttt303Wu3WP99ukU3XP5LoZankNEB1usFfKjgNW9IcoNCTee9LIhvsxRZfOnlaQf+/g3FlCl1F8DLrz331FK/dKP8Zx/3Djrj4AMSqm/DfxtALM/xp5UFHGEKRWDR+KSo7wnmcPgiaacjFg/9Lg3C5rPe9xZgss6p+1C0axiorOAOFdk557+84o2DWgzTbGvUYngnS7kM/iocoCSwK/1Pei90MRzRzyXt1JNPKZSgkel4uZUWdHUFnsBkx8s0eui+zSNUDK225C9PtV+TDRvULloerPzEfndHtmzjfDYWnEix3uC0uJCcQcPSlFQtbGijRW9M4eNFNVYUQ/lZIkuA9rMM74jxO3ENERhywezI0ZxyfPZiNcPr9iLct6cXPDb81d5vpCJ/vJ0QLRXUjvD5ekIFCSFcD/VWYbZryj3M8YfWja3ZTFQTmFGDZsi4mSyonEaN2q5mA4ZHq7J4prrRY9mZFFW9OEfnB5h+xa8JK/Gd9fY12tGVrOY9UDLNnF2OuQ7n0xQjXzWqoH30kG3wIELREa4w8gCTxVtgbcO5NYeuttkVyYdn1IeY6BpDVZrrNMExhIFln5UE+obdGnrTSDbcEkZbb3GOsfKxRRNSF6H1HVAEDjqWrY12rjd70pBXhuGwwLrFGkkoYPWaeLQEhrHtDEorcQ0RXt8bXCFYCLKK9q+xaYKU2hJ9KwgroSTmS0VxREsXu/JkHMN2bkTrfxegHIBQe46vqgmKCQ22BmRV5pKimebdtPoNVRDjTNiyvJHtOFd96icR3cVzIaw9e18eVAr15baDWe2rlfbgvqyi9KPOsK/TMvafolbt6VtZdH2s4/ZuTR1dCRJDGBXtIPSE238rjiv70TM3ozFnX/u6b2oCK/Womr6KY4fpwP9c8DfUEr9B0ACDJVS/3fgXCl1q+s+bwEX3f2fAfdeevxd4MWPPqn3/u8Dfx8guXPPJ+8nxAvh9K0eelavaIYfCb7iAuGYxVNF7RJp6Q9qwrTBvsgwhSK5CknPPYPnNcGqoZ5EJKc5ibWYckB+FOzyXn509RNfQDFHKPdAtYp44XchXC6EaA75HdEGRwuxxCv3YPXGgMEnCnO9wkeh4DlhQHVnRD0OSM8r6mFI+9o+prSk05bl/QBTZZR7BnxMtHa0qZbJ8bxzErdisaasEMh9q3aBZtm5pJWWe7Klef7JAVcHhTgrXUdwXzq5O5MFgbJ8f3abTR0xHgodZD/bsF4l3D+YcboYokK3K3C636CfJfh9uRjCTUu0MBTHnv5jjfn8hunVgKfFHoNJDo2mbSL6e0tC7QhDS3Aq3gH9r1Xc3l9QDENWeUy1iajrgOIyw2w0vQtNdubZ3FLUX1vTpgGuMrhDR/g0wofQntTEn8RElWLzekMwDYhnCv/NBfkygaa7uiIHtUbPw44OI7EsNnGYpUEtNM3Ioe/kvHky5Va6pBdUTIKcRDeEymJR5DYm0Q19U5K7iMqFlC5k3mSclQMu3ICL5RDfaNq05d7hjJ/bf8J3Z3cpmpAqChinkk76jeNnHMdL9gLpFDNdMTAln1aHvLu6RaAtnywOCLSj6hgRVROwvOwTvwgxlWD4NhF8UTeKJvVUB9LxBbn4c4JE3shUWbT/ygpGb0qPacRcJapvtqrb8DkUBLkjWnVZ8kaGQr7brQmOyU0L1Hn2bhsP3A3JHW4K487PcyutNrIwbJ2QgJspeNddbr1Pb57rptj+Uef6G5OVXVdKd8fumhY6FbQd9AACqwWV34kErr6S4kwqvNuPf7RK/ZsP5V/GAv5Nd5YO9H/fTeH/z8D1S0OkPe/9f6GU+iLwXyO4523gV4E3/rQhUnrrnn/9f/Wfs7X4D3KZpJf7nsFjwSjzhw3Zfk5gHMtZRvI4xsaetu8I55reC0ivHKaWjqacSJf48lbEBZ0iSd+A6vLGbjBSF8g2NrvoQPRUUe0pwpVgqtUexNcdP7IRs5L0Wk6+/EgzeNayvmXIZciKbtQOa7WJJ7lSxDOh2ngjaY/NUO3A9XDtRTqXSA5PuJJCXg+kkG+5rMpuJ6SgK3HDWb/SYsYibYyidmd+MuoXlE1Akce0ZUCYNqA8cdzSi2surwfirt9q1MYw/MCw/JwlfWYYPha388uvyVnaDC2q3zKZrFnnCU0ZoLTnKw+eEWjH8/WIZZGQhBLv8Ww+wn1vRO+ZpzhS5G/UMryYBww/VAyeW2ZvBlQ/v8ZZjdKOZpYQ7xf00orp6QhCh1qGpHdXNI2h2UQEaYs7SwjvbnCuo49Zg5tFqEYs1oJcFkUXgu05vPJEM0N92PLvf+37fLX/hKNgicbtFEcbF5O7mLD7QlYuYeNiHpUHFDaiF1R8vD7gbDNkGJe8ObxgEuSMgpzTeszH6wPyzt3rzeEFJ5FkXzXecCuccy+6pvEBF+2QD4vjrnBrTsshqWmY1RkfXh/SOo1zivw6I5gF0vX1HLpUxFfCjFAWTHmD7ddjUQdJsRXurG6FERIvpEjKOekJCokP3/pomsrtJvDbiF+xfuuoRcEWA6NThQk1SDf+M/tLoRCqz/y+xVc/U1y76w7o7OpurtUtW+Zlv89dAX0Jrtw+nwsB13WnXeF8uYN+GR54uQNW/qYWuBC++3/7333He/9zf1Kd+uOO/zE80L8H/IpS6m8BT4C/CeC9f0cp9SvAu0AL/Gd/WvEEwAvWp21n5WWkyPSfCajcf+FpP9TYaEB+rMlisdSKG4k7aDNY35euVbrJ7km7D05bRZBDsBaVhIDlsjW0UecL6OmcbhQulom4rrvwq5l0xtFCzBzqITvPUK9hc6wl5KvxXH9BDIDDFTsD6OJQsCw0lEdSoJO5ox7onbKj2oc26TwfIy8XwEJRHMkJrhukgGV+h90GG8GBjcCcZM8Cwh8GUjBiacryO5bLVbSLmo37FW1rCIxgds4rtPGEUUP5vI9uReucnArhf/Gq5uR3a/pPQhZ/tqT3g5TNQwgPHMNeiRk4xklBYlq+f3GL9TQD7anShlfG15yaAfndBq9DGTKsJSPHxZ7iSGMqmSrYpxnphabc8ww+N6eqxLm9d5CjtWNtUtrW4JwmuA7RD2ra1GE/7eNuS05Pb1Bi44a2MTivKHMZxsXPQqKZvJ/iQcPgcM1ZMeAqHhCploEumduMRDcMdUkOGOV203mtHQ+TK97PT3h/ecw7z29hAkvdM0yLhwziii+OTwmVJTEteRtxrzfnquqzH252iiaAjYsZ6pK1Tfhi9pyNi1nbBBcLdBDrlt5xzXkxIG8iyrQiuO+YrjPaRYJrA+qJbPt1rQRaabaNhywc+G6m0BntbOXONjKiLMqg3DOfGfDEcymibBkrHR3JVCKLNNBp24VStJNN/4gN3K7odhsDcTtiF5WydZv3XXcrxdHvihwgU3N1U9xArtfta5X73PzbdzRPt+08HWJG4kDbLetF7rvretm+Bm58QX+K4ycqoN77X0em7Xjvr4G/+Cfc7+8iE/sf69CtUBC2QV4uFAx0u2qYyhGuHE0/oM0UVTdJrEfQ9t2NQ0yHoXgDwUaTXkp2TrSUKbi2nbP3NmBLgU0MzSCg6Um8QzPs4mtTaFNZ1XRz80X2TiXx0cZIEJvtUkMPRZWRXnz2fYDcLzv3RGtHk2qqEVx+TdP0JTgvPTWyFXNSWKKZwqaeauK71V+6iv5jkTKKtRjYuPv/kfzX9i2mECOOz2BFtcZXhuTM4IIY/ZZIQ8siIjQWZxXFdQqDFpcb2r7HpiIcGDzSnH8jwkXQG5TU32h5c3+G0Y7KBlyte1y9e0D0cE1VhmQfRTRvb2gvUp6PRwT//ZijtdDBho8cXhmiFTQ9cVmafx7aSUN4FVAcetCe9UJc7FdFsnOhWp33qa1ghupWia0C0cMPG8KwZTIQDbrphjl7ac5HZ4c0RUh1pyE6Dan3LSZrpRB7TeUDah+I6kjXNF4uh0Q3JEowsUxXLNsxHxbH/NrTN9g8HxDONNWthoVXvHVywfPlkN+pHnJ3MGdVJzxfjHgym3A4WDOOCnpGoILGB5QuZNr22QvWlC4kdxFaOTJTk9uI1htmVca93oxhUPK0mPDu5THFLIVW4TOL1RpdK4KN7JTCtd91UabqFvmB7Ja2efS2VkJ6Ny91de7G0Dk/Fq8DXctzhFvaXSlpoFvX960aSgyp3R+JDxZFkRKWCwjJ327lp0hyZiBF1jRuh5HedKWSo+QCYQRsi5xN5Lzf1ostJWoLL2yN1UHe2xY23Zre7dgBW+zVy+M1fKaD/kmPnwklEkjnWQ415b4oMK7HEuGQPddkF1KwqrHggC4W413bty9/UuAV4dww/BCGjyvCdSPbg0DTZqYrakLp2IaIJdcN6UVF6kWOWe2F5AeiSrKJgpUnXsnZ0KZi5pxeeDa3hVRcj6SDHD529F7U4iTeJUBuV79dYdfyNwfPHbo1lPt6FyoWT7vBUyJ47/bEagZSjKOlbO/ls5I4BRurXfEs9zzx1Y30ymuhA8kDQOWKat8RX2vcpz1s6HGpZ74KMcOaYNCgtMNGhjYMCIc1aVrj7ivuDpcUbciLqzF2GfLx4z7uqCJMWtR7fdyBfD5h1IrsbxYTn+Sc/fCIoVG4QLbRm1uaIIf+c8fVlxXNwKEPKtRlwvBjUd+sXxdnrGhy4w0526Sk+wXFRYaPxTldbcQ9P9vL0dpTt8J73eQxcdwwXWaEUYvSXgj4kd35ShQXGd8vb7OoE37p6MNOttmwcglZ9++BlsHgpR3yTy7e5r3ffIXBY4iQjCSbhNRW8Z47xp5Kwb/YG8pE3SqimeHx3ZhNHfGLx4+kk1WOpHPmiJRl6vqsbULflLwSX7KyKdO2xzjICbXlsh4wKzMC7Zgci4l13RryWQpliE09s88LxBMuZTdjSkW0kOup90zOEYD02nWeoZJkquxNlMc2e8gmWsyVOxpT3df4oSYshIqnrbSsTU9cmoJKEa6sKIW8xxnBYVXTirHxFpvsIpQx4i0hpIfuXNZ+R08CdlN1UTPdDKWCQoyabaJ2ZtO7+YV9icjfBco5ZKZ4A6mqm0woeMlYmc9Kv3/C42eigHoF9UC2wb3nnvQCbCymBngoDqWbs5GkIjZji0pb6bSCLh2z1sQvAibveeKFpR4HlAdht0LJdM5rtcMPg1I+9OIwAi/mB6ZwxNMGUxvK3OBC6UCFqtTl7SSKaOXZoMhPPOmFIrmWx7dpJ/0rHWH72RjZbfbLNh0xWndbutuC09lIkVxBeuloU1mFceJfqpsttiTF2CaKaszOJSfIwYg5kNzmge4kdHU3VOgcz5u+J7lUoBXFscMUmjZPsAPL+GjFIKlo9iUG2TrNqoj5+PfvCaRgQYXgQ0+YtLSNoT+FeG4Yvb7hctknXCrCZYA/BF3JyV4cK9qeTH7TC0V6UZNeJLQ9RZZV5G3C4FlLtDLkb7eYZwlu3mPTKbKO782YLnoMb6+IAksUtPTDmtoZFoWsEpsippqmmI0m74dgPGpQY1tDc5nKNvXaYGOPPW6kSXKatY3ZuJjQtGgcpQsZBiUWzcol/NPZl3n/N16h/1wWMOmePL0XCncZAiHOyJa5HmpUrYmvZHvcziKmQZ/NfozzmgfxFaULMcpzbeULG5li142WPiDRDWsbs25i1m3EJMmJg5ZNEzEvEpwLUaEEHSp3g/MHBdRDKXwuEggpXkrRbBPZ426LpwsUviuULx/i7GTxgbopskbhIiUDTyWYf7i2JFcWmxraTJqT7ePDdStF0lrpJrcxxNuur31pr95hqxLLcXMzWq4bbTzOqi7fqAuHK7oZwBan7TrKmwn+TUz1DhZQdK733WN0BwlsaYxbbPSnOH42CqiBNpE3UU2kaIWr7o12JPg289jUYwcWlUhAlwnlU2wrTfZJxPhD28W7SnESiZl8aqaWL6VNxDik2NeYxpNMhQrV9AxeKaJVg5k5TOmpBxo6kq+uHVFlUaOQ6VsyIc3OBZwPOpecP0LLaBxqG4rVyu+6aPGhJtEQLTS6EXZAMhPZ4eJ1Tbh+2ZRBJqlh7neqqXApHerWOMV66D+RzgigPPTUd2ooBW/0pqP3NBplFeuxTN1VrbDjlof3L2UANBuxmGd4p6Ay4CHaKzveoNptsdNXlxR5jHeK1auOcKnwRSJO8mNPUIB6Z4A9sOQnWraOHYMgv+WZ1rF8Hwc1m09GuL7l+ovymfa/nbJ63RLONWbQYBfixnR7f4FSntoapqse582QLKtQwPK6B62C2KIWcqFHZyF2HqDvFKi9CnsdC8ZsQS8D4vOI03HCr38xZHS/YKgLerpm5RJqb9Au5H9YfIl/9Y++xtG7duc7q61ckcp6XNTFXADRSpFcRruUhHANg0eK4ijlX2w+zzc+/ynnyYhM12S6YmxyShWycgmrlySjuYtYtrIoOK8p21DMmdc91s+GRFNNlt/g9smVonfqGDwtqCYhszcCbALVHqy9IVxJ4Q8K8EpT9zWm2YbKsduab89Z2G7DpSNVThbfZGrF0SzTFAcBug2I1pb4uhG6UiSFtBkEHUbKDjbbGoaYyqIr213zXYfqhD5FF8mDvsl9l7gQv4vfcB2hn+3mpCPZ72wWt2mebH9nV0C9UmjnwX6Wi3rDJ/3patfPRAHVDaRTTzxvKPcC8kMxuN1OzG3saYYOP2gJkxZt3E5Q0LaG9KOY/Xda6c4iKZAu6HK8U8FOlJVOLeiSG00lU/X1HSPhV9dWFBiBRB5E84qgMEKtCRS62/7P3gzl9V5J1xls3O4kcZE4cO+yxCNDkDe7XBpVWXwacv3lPsWRKJtc6Gn6jnm/RW0MQa4xpWL5GjQDsdwLVzJRtskNpcUmjuFHWrBi5P2FG9/lb2uC80i650Iu/HroafdayFoO9tYExjJd9miqgMen+6jrCFMo0pWiPJRgs/haU696tH2LnwbEU0Vx17E+7WM2BlIxXVk/tDRPh+i9WjrZ9wzL1z3RVFOPu9zvUYM5jwHP4k3P6AOZ+vtJA06GbEEuPENvPL2vTJlkBcGxY1amTKsIazXOaYxxWKuIA8tilaJKA4OGg/0V06sD4rOAeuSJFgr3OMPdLWHY4KsIVSuiqcZFEE8Vix/s81u9V8kOaw6C5W76/kl9xD/5tZ9DDzzFnibovDiV74y5ncJ6L17F4RZnk52NMx0eWXsGTz2mCvn9+D5HX1jzeipsv63uXrBYw0U9INCigop1S9XtU1dNzOOLPdx1jCn0DosP1zeDlWjtwHriWcPgqe7Ob+k0m56mGis2E9nNZOeOJlXYUBMpt7OmE6jJ7wZIWwK8jdgF7unGYwpHkEvRqvuG/CDo3rcj3DhMcZO/7iJNneldcdKtCECCwmJWJaqoUa0VIw9j8EkoOUmhkWIY6m57rz7zmrYkefCYlwdTBqTdvBkQobqBsQKaLjetlar68vb9M/zTn+D42SigXdEpDoJdho3vVhYbeXEKH7bEWU0cida4agKaOiR+J2XvPUvd113hFKDaxjIEsokA0rK1lSXHdPKvsHA0maI4FBuv4dMGXTsJqnKqi3ZtabKA/Chi8ZomWtzQpUztdvK3bRayMwqllTyPAhcbgnUtlmGTlPxWTD3qwsMWopgKSs/8jYj8ywXB7YbqgRHVjVPiunXf4oKuR2mlM8zilvYVmH1vzMnvNNRDI+8/lIlqUIoRhQuhuN8wOVmSRQ1x0HK17jH9YI/hR7IFbPpbRoLvjFDkJDQV9J4pvNlaj0Gw0CRXotIylWDTuhRXcq0d8eMAtLAIBp/C/HOadmQxkVj92Qg4rFgQM3gnYv3Q4hNHeaehet1y93hG0vEhX8xGtI3BBJY4aonDliiwLPOEJGmoWkOa1jTHluIiY9OLcKnDOr2DPdqBw5eGaFDTGhmGuZ4sOvVYLpz3nx1zkKz5+vAJe2ZN7mL+q/f/AsmVphnI97O7yLptoWk8QWcsbF+ixm2ziV7Odo+WnuBFTPVWQOMNz+o99oINoWrJXcSiTalcyLSJ6JmaZRsTa4vzirwJCUNLGXqCawn380aKgqmkEWgTjT+MaTKxoXNGYoTDXAaX6aVEGNejgM0tQ9Pr4Jy12gXUbdkrqstZ2tGOunPaq25nt6U9KsH4w1x2djZSVMNOadUV26Dysgv0Ai3YSNMcaSBEt4kU5NoR5JZwWqAXmxufThBhys7PU3+m0NpehIvlWrBJN9+IIOhen/BXu8+iUyTaWHWvbfsdbqlMNyF+P+nxM1FAUaKEKPe71cPIheZikfm5viXtV/TTishYqjagqBTm04T9d1raRNNm8iW6iO7L7rb9STeda8SSTnf2dOJu03VuK4+LYPZGRHZh6b2odvilriz1ScziVU167knmstLSUS90N0l0HWzgtZJtgoagsAIbTFJsrCn3Q+qB2jk21WMoD2SL23/qSC4Trv4dQ29c4JzCWk0YWpmUd5SjMLTChWxEW73/C2c8OTjkwT9uSa7l5F/diygPFOYrC758dMZFPqCyhovZAPcsIyggBDb3/c6ibGtX1fYcQaFIrhSm8IS5/D9vZIg3/KSbeFqhqpQHnv5TxeKLnui7PcGpjHS+LpIAv/bQYZchcQnVsYU8gMyxfujp31syTiWddJ6nnE2Hu/eZRA0STQBKeeaPxvjM0t/PxVdSeZKoITCW0vYEC08t1oE5qGjPEoKlph2CzTQ+8MSnsmU0tZwnxS2HMp7TfMS6lzDQJVPbp/2DMVpB/zE7So9uudnqvVRggJfCDtUub7xJBUtMr1uqFyG//ewhB6+tuRvNAHZT+coFNF4TKEfjNa0z5G3EVdGnrEOqjeQAVYeWNtH0n6od9qmbLp2zdDuaUlCIZNMF8p06I+mXXsni338uyqRyT7OebLmisuhpq3bFb9vpKetvVHGpdO/KvpRH1nVv24XGGfFvsLHabedNI9EjpqJTLKmO+RIAAfp2RFANCTaOeFZhZrmYgZQlYsklmKqcC1oK19ZtSXfO9FG4MwvxvQTbj2lTQz0KaKymHnRDNe93O1Fxe5Lz4ac5fiYKqDOK8nCrUpDiYjNPmzl8ZokGNWlckwSy37BOzDSO3pfhU91Xu2nj9tC15OhsOwebyHbZK2AELlYEazEnCTupV5tAsa+pBymDZw3RZcHqjQHzN0UxE60FhNeNE3yo8ejSQmxAe+qBkZO5cpQHIbOjmCDfBto19M4qwjzcpS1ugfV6oFm8pnGxJzwL8aMC1cUol0VEfh3Rv7+kn1TkVYSKPG1rqGvDddtj/8GMR//TMeMfBCw+Zxk/mPLWaE4/rJjXKU8+OKb32NDbCMfTdMOnpicUKRd5fOrAKoKl8CXrEehECke4kYvJBR3dTANLQIkz1uI1CBaBuGCNFMlMhg/lniKZQnlPYYYN9msFr+/PaZ2msYbaGsom4GrVQ2svw6GkwmjHfJPyYDzj+09uY0LL4XjNLLPoZQD7kJ/2YdBQBhH3j6bMhg3FIgEnFoPtMoKexWUKVWlsHkDsKA5FGtmMJKjOFIr2LOGq1+Nq3GcSbPiN6zdILwUrCwq6rax8Wabj+yrnaXqaJu0oY0rs4HynLZcC40kuKzZ3Evqnlsv3B6weJBCBVo6LZvj/pe7PYm3b0vs+7Dea2a5mt6e/Xd1qWVVksRGp1golOQ6SCJETWIKRFycRoBfDzqPkPAYQoCcDfowQIPBDBFtIokgyAsuSIsmWJYoUKZlkkazutueebverm91o8vCNOdc6t4rFqgoMXE1gY5+z91p7rTXnmN/4mn/Dy27J1uW4FEAL4+iDofUZd03J7fMl1VOLm0dMWs+btyLllWCb802gfiaIATerGHKNK1M2GYEowU9vw9TjDIUEjMXHLlnbaHYPdMIWk+YIstGrENEoQur/2lZiWTBCMY4z0oYUp6Hm4VR7dPAcZmrqZSonPVnbRWyyJwkW+pmmW2q2jyzazYSGufIUl42Igewacd88PGKAoMUvyacqzRhU06FfBTKgslZM5KoCP8sZjgtc2uxkCPWT45g+GwE0T9xaLUHOl4JpVLWnnPWcLraU1mFVYNUXrDcVi+9Z+gXJOVDqKj0kDcHkXa0HARf7PBIzYEhldhYJNpLfyaLpZ5Lam0ECxTBX3H4+Q7+dsX2imH0SKe4kMOo+JDiUqMNYQHceXxrWbxp8CeWFwfTQL1JJ7+HmSwJiW3ziqC56+iMrMBEtLYWj70V2DzTbNwKxy3jj3g3NkInIh4psni5Rb4gQyEe3x5T5QO8MXSc0yZMnd9i3AueIEtB3r85pPlxw8tuKx3eBbiE3UrESUHW/lMwjW2uGZSAkXEfIhPsfdcTNxfIkWLlBgKnfFaxh91BhN1C9Eq8hM0iG7yrF3ZcC9sGOvOp5d7Zj8IZ1W/D0+njip+e5Y1F2ZDqwGzIuPjkmf2lxi0g4Gvg4P+LhvTtCVPTOUp80+E+OcM5gTjrcNiOre1HlX7Zs7yqy5xnDmx00lvrDjN1bjrgcZGfWkVAG2BmyO1kL2gk1d8Uxv1a8Rf2g57eePuF0I713P5pA2rE3CMqLToHPZJAXtGSb2U7slMc+qIpgtj2rz83IVpFsrfhXl0/I7zvmpuN2qHFRs3GyNqzyuKhpfcaqK/FRMX+wYWNrVGsk6DcyCNw+CSn7M2hXAdAt9JRVmSFOKkYybJFyGtK0Pa31aCBfC0spGsXuXFph2S7iFaigYEiDsxS7bBvxGaiYVJGcVHCuVgcsKHmtmAsTyYyMpSjB2VfQhXS/eplNjFmhzxPWuVB0R5b1mwsIC8wgSlD1Jw3mckXcNUlQWd5YdJKRquQfP5npgWhUeI/d7LAvkZZAmRPmJb62+Owna4J+JgIoyAINuZTcfhYgD2TVwPF8x0nZYFWgcRnbLic+LwX6dCTZqh4U0cYUfNOQqFGYXoKX9oqgImpsMJuYLCmkDDG9LLaoZVfUPtFHTyL185gubhDaGkxsC18rfFlSP+9oT5NepoH2njSw9XlL9i8qZi8dykkP6uprlpBb8rtxUilfvpKAVl5odkvLqi14tFhjdOCkbnhpFmy/cwy/eMvP3H/O9+7OqIuelY70vWWzK6jKgcEZ+vcXzD5RvP07/bTT2rSgdWKFmC717iz0W7FCCYluGgroHg+o1uBzTX6ryLZq2uhMD9WVw2cWN5Ne6/ZNz+4bPWcnG0rreANonRX5tz5PQhqOo6plnnfcthUuaC7/5QNBWZw6VCt8dRUUJg90Q8Z5veP9V2eUVc8bx3c8/bqoPp0utjx3xzRXFdeAtZ758Y51a1DrDHPSYzqL2Wp8Ltk1XmHXmmgirpahSgzCMDvaKK42D/jNP9ngL0rpZcY9IWIsR/UgtNmoxFuLIO0Fv1AMC0N5FWS4OEhgiZnBbkczO8GrGgJDNFz3Nbd9hQ+aWSYapzddzdW2ZrWu0R+VzD+EY6swrSiDdccRtxRK5+I9GVoGC9XlQLcUkYyoUw82qcJHoya6pBmi9NfT9HnU2ARZF7OXMk/oF4piK/1fN4odpwpRRWlTjLMEV0gg1jFOm0xYSv9xBLxHq6ZW0ASct6IDEzLoThMeKYH7s03K9MeWqJYKsV9YVm8uMN2c6jpQvejIrrao27UYysWEZ1Jqby4X416xftT/jBG1aTCbBqPV67bHP8bxmQigUQkrxc0CsRLTNZ0F6rJnnveUqebsfMV2U1JeaWHilCnwWSmH9SALQ4ZQER9Smdar5FctmahuFOV1kq7bBuxWepUjS6JfiCBy/VzM52yTxGGdmF7ppI6voyzU1edKVu9o/GKYlIHMciBc5ZTXgWGmUVFT3Doe/3c9T/90xepLDrMxEkABu5bSuriJhKc57UlG5y11NjB4wxtnt7z/suJ3fvst/sjPfZvSOnpvWFYtG1XQtBlNk1NVvTjHDnDxjZzj73l0HynaQEhY2Gwr/TrbShmmgvTM8k6a/cMCdJ/hi8S1zlILxMLugWZVa5onjvr+iuNZQ2kdPmhaJ1JuzZBRWMdJ2dC4jHVbyEBkV+NaS7Vssf98SfMLO4q1BCjzrtAxh85iMs9iLmVpQGFsYP1qzrLsOJk1+Kg4KRueuVOw0upY39TMjlpU5YidIQbYPQ6EMk7BMzvqGPIMeyGQKbuD8lqyTF+I4tEnd0eYTpGvk2e8lyn7eCMPCzkXykkLBBLnPNlSjEyXEcITMulLhlwGh1e3M94/OmOedXy0PiEznhgVN23F4AybbYm7zZm/L3Ck3SMoL+V6lheR2SeRkGl2DxW7R5Hl+7Kh33yxkKFVC7YLSUuTiVMO8jh30KOVUnvv9T4e+TZQ3AmaY3dPU10FiluPLzX9QuOzlNmW6XmpZM92oEKYhrnkSb+zYoJdSUKDJI3pXOnR1t3IWhvqKASVMZtupZUifdrkT1Yq1m8aNo9rlK8pr89Equ7FFnW3kcx08nxK2egI3RkFlGPcK9T/m2xrHDXS76w8uvRoHSnKgaOqpbJD4hdndN4Qr6TccVUkFHvVmDi6bzpxz4wp6witJnQSQCNpgjkPDEtprhffkUmgq8zUq1m/KRqg2XacckrgiUeabBepn7VJSFmYNau3M5o3B3TliD4pH6hIfite6qaHoVD085x8E3j8Tzue/YmC7ixh4vLIcD+gGjGzK69gdVnTzcXOuMpkA6mebHC/u+RfvPcOv/juh6z6ks5bWcjAblfQ9ZbZV29QH53w6J/uePWLM6KG5UcSSIelcKIhLc5epsn5SnCm2gcWn4inUPNA0T5wYCLlSStDPOswSTdzlH3LtOcob9AqctnMeXa9xD+vRQbwTjKX5okjuzXkAcK8kxLtpmD3luf0X2tWQeE6S1ELNfPmasEbj67ZDRmfO7/ioprTJT3NbZtTWsf8ZMf2rmL9as7b71zw8m7BbNnSNjkxKtSjFv1JhS88eu5E+GRtpb3TyybpCzX1os0Aq+8do3SkuOogFPRHI802WcWMQi4WcEkpS4vlxgjmniiGIAMOLyVt1FDWPS4a3rs7Z90WWOPphoxml8NFge4VOov0x3HCMO6eQHNfsLh2J+uyehU5XomE3d27emLWzD6RtgSk9lHqg47ScDrsYVcjvZJ0X4z036gUMRP1eqLIQeqlprgLFHfyIF9omfpXMjiVTRjGUl+7/d/3hUpVlgyH+6VIE+pe7lflE+rGymROucRVN9LOG+ZhWq96kL61bfZD4Ghg91CzfVxgvlJQ3BxT3nry2wF7s9tbKYMEzslTXrR6Y5ry/yTHZyKAoiEWAZUFstxhTGBedtRZT64dmfa4WLLalSze18mxUMFGTdP2mKb2ZqfQrSaWHlsNQk9rLaEXoZFoo6j7mMhmoWjPM46+Z9C9wJ52j6Wnl6/iVPaSpvrDXLF5ouhnFcffaSa3AVcrytMW77T0jcYGelB0R2IXEqzYJGtnKK80Z9/0vPxDGr8IU29ILXuGuaK/Z9Bbw23igislVsVn8x2fzBeolwX63ch5ueG9u3MGbygyJxlCZ9k2OeZPb9hezXjydz9h/Y0HXH1VHCyXHwV29+RmKG9EENrVRgYiM2jvabrTgHrQsJi1nBU9PiqcTz3SqCit46zcToLD37m6R/vrp1QXkeoycD9NoNtzEV4pbmBYi3iycgr/skafBtn0TGR33zCsZGMMpWOzqjC5Zwia1a7kQb3m6+fP+d7dOS9uFpwudzy/WfLuvSs+DIrhO0uu7tVURc+uzYVS2mXYzEsVt7YEr4Sd5GW9qNTbzNaK6lLwtr5SVC812885otEUNx3RlmSQqL+aYbefIo/BckSNjIHCVJq8d0l8Q+yETcIg3nQZ71+fYnVguy3xrUFtLLNPNOVlTIaHGtPK5uZzNWGi27PIfJvwjTHhKhHSRXNfMtztY5maZk1qN419TMb3zfRzoUzug+u494+/H1PXfCX8+vZUk6/jlK1mOynhfS73Tsj2lMwRhjhiRkeevXLSUhNaZhpgjll7QED3Sb0sKlJJn1S1yoifB4aTdH85hW4VdqvJV3ItgoXNG5rV5wQuZfqa/C5SvwrUzxvM5Rq1bfYlexIdidnrQ+gf9fhsBFAVUUXA5h5rA5nxLIqOedaRa1Ed75yl+WTO4489zbme1Lylx5IsWBPFy24Ug7U4FakXHbugiF6GCASFsoE4aPTGoqIIXYySdvVzRXEbEkQjLcIBtBVGh/ICci/vCqrnLW6RsX7XU6pIljuGVSmYx9ZS9LLrbh5rqotAvhKm1faJYOKW78HdlxW+Tu9LQ1YMmHnHTtdsVhUP7t2x63KOipbTcsfz+y3uNue3Xj3iy+evOK+23PUlvRfVIGODqBGpwPP/xUBxfU79dEf9caS7V4uVQ6vYPtSs3ta4RWQ4dZhZN21eRVBYK7hOqwP3yy21FVHgp5tjPnhxxkfPnjB7Km2QwkWObgZEtk/has0wB90losBMiYanUrT3ZdAUNajKY1/khELOc7YQLIm6zOFhSzfYJDmp6bzFR0UMIohsjADsY1S4OjBczFje37CctWyaguAUpgp0lUCpwiKiOkMoA7qTzVQFISv4EvI78WLP76B5pFm9U3L6G1f0n6sxfSS/c6hoyRqS+Zn0yoc6BY1xwNIdiG0kE7hRRq47MgSn2a5KEVKOCpzcwO25VDp2R6LrSmZX3AqraZgrbKNozyUoHb/nyNYeIrRHOcUt02bVL8XDvbqQwSHwmoDxKNIBqRSfbsNUxR1AtEb5t1F4oz1Wgj8d4l6GLoi9DchncLUMl4h7MswIWpfsfx+gQzaW5DK/mLQ8vYjzqJAek0l7RLlEc9YQZ46wiPT3oes1qjOYjRBRTCd/x+dizbN5U6OHOXY3p34ZqV8OMt2/WsuA6d/kEh4NJvdkuSO3jjofOMobcu2pzMDaFWyGnOLKMMwELpGvRHLOl3IxymtJ/V2NLJQ7Ta8tu7QSdKOxG1nsIRc1G5GOSwOsTEru/C71O32cqG4CGJZpvd1F7E5x+wVD9QI2jzLsvZ0MErwGpzH1gL/LpuykX8oNunjqqF+JSIOrRSChvNBs35Ys1PeavIhYEyiOWrp1QTdYisyxG3KsDrxx74annOC95qarOcobCiMWvYWVfloICtcbsmrg/b9QcPovF7TnwjAKc4+uWpQCbTwxaMpMgmWZD8zygTrrsTrwfL3go+884OVLQ3Erw5ZsF3jsIaqQtCTlJpVzNtIYPVEZdvcTg6qKVC9FHWjxnqZfCnfcwV5FaCYQteWs5XJeEHvDal0TA7THFq0CN5sa1xk2TYF3Gj2LzKsOd1/jriqKzFFnA28sbnn/5ozBGzjpGWYaEqVVzwboCpnIW4hZxHuF6cQMMFiB8tx9XnHyzYz5s47mPMc2npBL1PG5obz1KBdFjk8x6WJqJ4pfpnXJp2dvBHf1tdQ03WSYtZZqye2DiukTlz2Bv8cAJGZwEb1OmeipolsY7MYzLO3kLGsbyYLzdcJ5nosIjW327QDYf39NRCPhgA/1N8f1O7YjlJc+Z7AyOBpVkUhlekhtgGw7Kp0l8Y8URKfPkzYv5UBpNWGRx4015pEwk1kIvaAOAKKKByZz8rtoIzr3svkuwB0ZvNNCRw6gN1bOc0Lg9MeR9gyuv56hXEZ5dcTi48D8o514C/+Yx2cjgKbsLbeeInPMsp5ce3S6cr03rJpSduKZ9Cn1gZhsfxTpCmG+HL0faE41zX1F1IbQaCkdD4U5tMLN4lQiuLlMfqtXovhCKntCarZLTyegC/OaOv3uUSmGc4XDe83QW1Ci/qPCXsk7WlEaWn7oUTODz/d/9/g7nn5pGE49eMXQW4wJVMWAc4amyzmaNTRDxrJoWeQdZ8cbrlc12z5n1ZbiQe41y1ImuTEKCH/oLOVJy+2/ZdGflPusY9DopCNQ151MyncF3XtL/EeK7jZSXTnO7gbOfUOwmpAbXG0m/KoKI0RmDB57WAwwKZv7QjLPYQHZKm18x4rZJ4rbM5HniwaGdYaP4Gcty/sbVhdzogncP18xBENtB7o2Iysd7V1Bvug5Klo6b7nbiFiI0YGbXUVpBx4s1rxcL4hOszzfsl5VUoUAYeFEF2DmmC8btpuS7lSue7zJKV9IULz5+pLj311T9yI2nN9KhpzfjTf0yCkP4nHVJdpukOHEcCLwIrsb8KVl/QUHG0v50jB7FqmuPJtHRgJcCmS6j7ha7XHC7AcwUUvQOf6uJxrF6p2cPQc8pp6gPN+0Ue4PK2Lcuj8IhGNnahTkGANp6uFGLf8eY+sIyZpu1zT4PKRBilQdeLvvsUYtVYiWdjJDLd9HMeNxMKd7he7VRJyJNgrtshPERKy8yBi+9iaQga2K0/ARQNuAKRxZ7tA64o813mucM/jGoHYG3empTbB9M7B5C9QfqX+I7eXvf3wmAqjWkcyKQEimwwTpGIcVrc/Y3FbMlbBhopZ+TVSiQpOtBBh987XA+nOao29B/SLSBGkQj8FWD5HuWGTdQhH3DewqUH83I2r5vR7k5j/EP46Qj5gobMopdvc0w4OBIgXN0IiVRd9bshs9Bc9oI90JdKeW/NZRukhzz+Jz2dGPvguXf1xWrO8FOhSjKBU1u4JZLlhHFzTLvOX+bMPLD05pEmwps543j2+5amoxSTOeXgufeOgtZd3TLHKyW01sZEdGQf08Ut4E6lc9D29bVL+TfpjViTonzXWlkrDuCD9JyjXKCxNLoDMJGhIibmYYqYHRJk/zBEnRTtoVpo+oVtgx3YncyboVCmeZD1QnDc1lDedM4PKwztBHPaox9EawksdlQ547wmnHupHN5NlqyZfOLri2Naf3VjhveHT/lqbP6AZLp3Oqsx1dZ9luSs5ONiyKDh80w7lm82bB6uUcV1tsM5fsJIyaB+FTfkERfEB1PShFWFT092a4ylDc9JhNh2oHXv3b91HBk1+KHmqwQqDI1yIanu3CtCG5NNV35UjHTYE/Y3pt2wS6hWH3SMpV5SWTFQif4DK1S8Eu9XclY95ngwqmVsZEVVX7r1EBbBTdGIdth55DESZRm8mWI2WarpKAqZy0HfK1/B03kyGwZg9kP3SJ0Nu90HjUiugUMYuoymELhzEx6SGkisArjJEAG6NiGAxdKyT+shzI7ICtW9zM0A92ely3zYk7g+6lIv1Jjs9EAAXJHqwJ09RdqyjYT59x01bkz3Khxy1k+q4Hmar3x2KBqnvRRAwWrn42Uj/TLD8UUYxs62lPDKvPaZq3BvTGiPBwBLf0ZJeW4jZNoQf5myFTLD/Yq9eHLFHTktCraaE9V1TLFq0iQ7qYRIXfWcqNPHayEshgdy7e3kSYvRgmsYfq2mMvMsKTluAkk7WJwgmw7goGJ6ndMm+5V2yYPdySW4/RgfWmYjvLeTK/48V2Sa/iNMiKQQRXFk9WtLfHPPrvPdWzLW5ZCF8/RvRwMJnsB5Q3YASQHK1GRzP9XrfDXuzBaEKeNCDT5qJcINvEtFlZKYmbNGhJg7hsJ2WoaeR6mlYRohaQO9A7ycLHYcUQRGEeE/G9geXAfNny4uqI6uGA97LhNLuc+2crkeHrS07Khs5bMuO52taiWl/2FJmj6XKenN0Jbz4hCXxIdsPpOgK8+KOKR6Fm9tFGJrgB4WsfcMLRiphnhKOaYZlj1z3F073R4N03zll9MVC+EEwoSK94dx9QQvaIN8iEO02a7VY2rP7I0pyIIEfIZMO1rZwb2wrpYeSuTwmakmA6emhpD3oT06CHxDDaP5aD542BcgycUzA9+B6TVu3hMT12HFiF1JrwachU71sDgEAL+8Q6LJn6yLrf91yn4WoAekVwGUNnGHREl56iHMS+JgOtJID2zk6ZaoxKTP8wGGPJM8eibsmNJwJt2RFOtDDjhn+DcaBKSd+vzgZmWYfVnpDqzdZb1k1Jcb3PeggKtwgwH4hBEZIthBoEKJ3f6smOorySnuX6LU1/FFCNnhSK3FxUdaqXI8NE3o9M9gPLDyVzGu1URRlK+q6mh807nhK5eFpH7GzAdQa1FYUagclISSJ4OJ2GOAHlItnOkd9BtIrTbxqu34rEGPFOvIFc0MxnLbermqIchProM3LtmZcd2y5nVvQoFfno5SnFY8f9es21nuGCxlo/ccZDVGQ/teLjoznVJ0fc+9cD9Ys1scgkq3LpjsqsCDgMToKDylB4otWoAclIB08sM1xtsFs32T5M2qeZgUzgYcWdBFiXPvuoKi7ZKDJF3ch5HY4Uu7xCZQGbO4hwcbPAH23RRKrThnZTMD9qmBU9za5AI71npSJ+nXNXVnz94XOebY44LhsutjOsCRxVLb03LPKO1mWczXacFDtc0Hzz+SOKYuC4anlQb3gRFxRv3rC7nxP+1RFXX4fNoyPOfrclf7ZCDW4PfbFG6IlKoe92FLdbycQHR1jMuPqFE+6+IHYyI+wG9tmedhJcNpXAhUY1eJ8r8jtHcT2Q3wrzrV+axH+X6qg70tikjwlpYJOCz6QulIKe9FElmE19zU/1RFVAhjj+UxnnQXY6GsLFg+eMk/0JWzr2OH0KmKM4iRmn9ZKlRiUJix1JGlUkGEEioGIaJO0jte4UsTdyPzWGNuZEG1G1Z3bUUGaOo7ph8IbBGVzQKKXRWgKq85p+EMyfWHAPnM+3ZNozBMN3frywBXxGAihIEMqMT9NejVYi7bXuS7avZpzdxdT7VAQfiSaSFY6ikMFTN2S0bYY70pMquJ4PqFnPXZvhV2C2mvLC4CpReDIPGszvzWQnTDd2tLJrDvPA7p6luPH4haY70rgZky2yHoCFDD5CFGqiUhGcJrsVRSlXR0IhpbkaBHfYnBkWTwWIH7URaa+d4+R3Vlz+3AJ1ryM4LQZpwVMUjpWvUCrS9FK2hqi4P9vwPCyxOlCU0h98/+KMLz98xXm1oXWW3pkpqwpBCd/8/o7Gz/joz2oW377H4398Ix7ZmSXmNpWkoqBDCKh+kCChNRjJPqK1ECLZakD5QLB7yTI5iXG60bUZAeVxkhg0gwST4ib9vx/LU9CFRBhjIoOJVFVPjIrvvbjHydF2Kr8AUJHCusmMLj9p8V6zGQoy49n0BV86u+Dp+pg8gRxjVHxuecV3bu/RuSVvzG/54oMLAGrbY1Xg8fyOl7sFw2Bwp4GoRUNg+0aB6e5TXEv2V10F6qc7zEYsq2OeEeqM4bhgd1+UxVQQQkZ/tO/Zmx5GULnyIlQ9BqiQKdoThVomp00P1bUnX7nEBpPP7gtNdR2kBXIsTCFRPkIm1CloHmaXwAQ7GmFCU9Ya98OdUcD4+7LPA6+iYNNzxyB5mMUaobemS/SauLFpEShbmfR9q4P3EWVOoRyEErl3ClCHqi0Hw7ARBhdbw6ads1ERM3ccLbfMin56eIiKXZcL5l9HbEpOemd5tZ5TZI5F0f044Wo6PhMBVCElfGEcWgVanzGzni5YVn3B7ANLsQrp4owsB7HQFWm7DKMDR4sdu7YgFAmOkzmsCRzXDc3Ccv3iiLhOtMWFI16UzC7SBR/LbcUEn2jvRfi2cHlloigZ5djbtOVAZsVffL0rGLYZqhWxin4ZCXUg2gAaKYuRxVT++nvywbVBWQPWEvuee7+x4Pp/KZmg7zU+02w7ASz2vVyqi/UMFvB4dkeIkBlPmTmsDmy2JU/vjnjn+JpZ3gM5g099IQwhKBZ1x/WpRb0oWX1tYPfkmEf/zDP/5uV+IJsZ2HUSQEOEwYllg85hQESik04jIHJlucFnWjLVEDGNxzQOmxtCrjFNQAUrWpQH01ntJSsZsyL9tMQ/7mRDKlKfKwO/zriOM46WO1brmq7N8JuMi92Muu7YbEqOj7astyWbvqCwjme3S7568oJdJS6Z2yFn2+fMso6HsxU3Xc11V3NcNKz6klx7llnLbV/xaLbiQb3mg+qU2w+PMTtZN05HwgM5T+t3NPEX52SrxSSkMdoQl5fSX8+Tq6pPoiM+Ba54MI0edStHUgjI+hqSQM6wEK/3/E7sZUKmMH1g9tEONXiGs5ruJEuED1mvMduX8KgU3yKTx9eoWjaazo2Z5+ExVl2HgXPqjRpG44NpqHR4Q09ZbmITiZbAvozXg9Cr95lteu4I6G8VymlCGYlZYLRTxqmpTTC9qJXfKwW+NdyGGetMkg/Bkw9kOjAEafX4oLEmkCcGXYiKm131I8WqTx8/UgBVSn0ArJFT7GKMf0gpdQr8l8A7CADgL8QYb9Lj/xPgL6bH/8cxxr/3w18AMp36X0HogFYFtiFn2+XktzENjEbqpiLkGbtBYeYycVMq4rwhz6R/6qNi8AYflag3DRZdOdrHCOYyD9TfleA0To512k2Hhexu/aknFGOQkAUpCvlR/Hgy6UHerSvcIBM+u5U+rK8kSxaeZiBqvW+UZxnRORh6QhtQSefw9FcvePk/OcXUDqKib0ULsqx62l1OWfcMveVqW4tOpJFzNi867pqSLHes1jXPrOf+bCMLRWtpJXVKsJRB8fDeHc+2GWZt8FXg4/95ZP7Fhxy9L3dQsArbBnSXFMWRm2hUvBrhLdOU2CqR9MuSEEQOvtif2zFr95Vg/aKFUMhdV30iS7B57CifW/xRgFWGyx3KBEJQ3G1KyEJSbPJo46UlG2Hb5RgVUalMKwpHnfW82ohlxqt2zjJruWxnFNbh01AS4KzcEqJi1UtWX5mBmeloTEZlBl62C+7PNzQPc7pXNXatpYy04ohpd0IXnT1N2V9iIHXHavrsiXaOTbqbggSJ+ATgJhycz3QvTH0/xp6j/KxYeXluIZRKQk22cZjtwOy2o3tQU1w2uHnOsLC0J0acHkbMeEixJ0oF4GpFjHEq+UXajdezzwPTt9d47Bw+Zp/xjkF37F9OU/3x+/jUJPY92WoYQcC4MgpeW0vVZrby5Ggi/tiJs8J4BPXaV0yfLfSipxu8odkVIntY9czLjlneUxipHDtv2Q0ZGrDm4O/+GMePk4H+qRjj5cH//wrwDw984f8K8JeVUl8F/n3ga4gv/D9QSn3ph1kbK6T8zbXwu/M0PNm5XKakrUwkIZV7LeS3CtNkDAtDW2VgIyr3k82HHzSssyQeAe7Ysbi/YRtLufCvCvLbOBmzTSc/ZQNqULB0DHU29XEgLZA8omZumrvMZy2rdS30XpeCZ5F2zTSfGZvj8oFFvzDGuN+5Q4RXlxz91gM2f1j6f7HXdJ3l4cmaF72AypWOhCBsoNZZbncVj5YrtkasL4z1XN3OOa+31FlP4zJ06oGGqHAjEH3Zkz2rZSinYfvTLZsvGuoPMvI7QOnp8356uPCpiydwnn7M3McpcZzO2+hhLmQFgS31C0t7HmnveelzRTlvALH0+MEQekPXWlSvIV1XqwOLWUvvLL3J2W1LZrMWYwImBdHdkFNksqleNnMezlbUtk+tITkXPmpy7cm0VDG9t3TBsHIlF+0cFzT3qzWboeDL91/xu+EBYTuTjM2pabJsWsFdFitPMAmhEYyIrZSa7QMNQwpEKds0bcJ1DgmInwLOeM4OrShCpvAGjEtK6lF+1h0rhplF95ZsJz5gUSuGZUF205Jd76jfh/7+TPQwa6F1+kztp+1RNrzRH+y1AVLKPKcAeNATVWNf1OzXw/R8DimhTCI1rx0HZfi0jELSXO3lhUIVCAtHqJWcb6/EeUCl0t2mQGvFnQIVib1BNSYFYINXETJ5TKctMSq2XU6ZSvbKDhTG0bhMMMM/wfH/Twn/54BfTv/+zxG747+cfv5fxBg74H2l1HeBX+IPQFlVdiA3nv7gg2z6gniTp4a09NCIcO83dmzeKrn9gia/06gbnawubALKR6pXmsVHohx/+TOKbNHTthlKg1KR4qVOmaY08XVSpx6Wo4K9IhpRrB9/NzkF1mBzRwhq6sf5rcW2Gu0V7T2HKj3RpVLXqYlRYfoI1jKJGYxCBlYuxb1/1XD3s0bYUr3BD4abXYXNZFUWxYBCSvfrbc1uXXB/vplQDCMG9NvP7/Pug0sK4xiCoTAeXXa0g/RGz4833BQVR9+VUtQPOZz07N6NxA9yTn/XT7YnoxfTPqNIKj5xf9OYAUyfvKEiU+YajEoygDKIcjNxRc1XiupCsXnT0Dz2qLlDXRmqG83WJuptljagToEzuKBY1wVVPtD2imwmF6bIHEYHnJdp6vW25p3Ta56tlrigqcyACxqtPPfKDTo1/nYu43HVcNeXzLOOPliMivIYIlufc5I3XHRz7h1teP7Y0D8vyTYKm5hq9TOx9zVNwCRhDtNHUVnfOiAnWEX2iaM7NuweatxszD5FY5Yoa9DVSSFsEEwnyLqPWlHcJSENBd2RmoQ2fGL+tCcygEIb6gsB2ZsuoH0gv3OYXlNctAzLHDczDLVEvlGIXLu9GZtkhOr78J+HlMvxSyrC/f/3ik0H/z7Em8JBInHQFhiDcwq+Zqdhp3ELD2UAE4hOTyW86rXgVq0kK1nlkvtrELxvou6Ovdk8l2oxArnxUuEOoplgdGCe/4/bA43Af6MEH/B/iTH+deBBjPE5QIzxuVLqfnrsE+BXDp77NP3stUMp9ZeAvwRQ3F9MTf7f/uQxMSp+7q2PaZ2AjmUhRIYky5a9uOP02S3L95as36lZv6EnWbv8TqSwqitP1HD9ZUP/pEM7uXo29wwvammmF2NAkEXaHcdJ6dtb0EYCiPIR00Z0rVAlRBWxNmATdrV3KUtC8G2q9EyeqgpwWi6uTQMEaxJ1U/OaCoxS5O+9JH/2Nv5zLb6D0BmGwnA8b/BB0zmDVpHdkAl8J0hpXlpHn6BOMSr6znK1m/FgvsbqMA2fMhMmyNXpz79ie/2A429Fbn5K4e8y9GlP+8WWG1/y1t+9Rl/eEBcz1OD2k3mbXqcupV86fgatJyxgVIpQWTEPs2oyDZNycZSIkxsmu9EMKhPQ9zLdEMctwzYXrGgmE1m9Fd/3Khu4vJ3jNxkqDzSFbGbLWtzGusGSa2G0vbg64rza8mK7YFF0DN6wagseLta8O79i63PulRuuuhkPyzVdsLioaXxGrh1D1BznO3LtuN1V7Oqc0MrnNB3MXjhpQa0GobHOs8nNQGA5onSVaZg/64i6wJWKYaFwp8n2o5fM3bRxYvdIXzipwydZuZAcMl0p6yqMZnAIL91VAhPzucU2hnw9uicwGS0WL7aUPrVq5iVunrF6q9j7j+UHGSpT/JGlfFCSTy6YKfBN/dvD56l9AP5BlctrmFKYhk0x3RbRRHSnib2W+ymToZGqHLFJ91At53/YZvL/wpPPB/Lc0fcWNxiiVzinOT/eclpup0Ttcd7S+IyP18eTkd+Pe/yoAfSPxxifpSD595VSv/dDHqt+wM/i9/1AgvBfB1h++UEcp+5feHjBo2rFTV+xaQvqlylrU7Ljz150qE469vblHcvOY5sZu/vSKMpXUs60J4b1W5r2sUdnsntFp/AmUr3QCZIk72zE0g25iBVgIjglfuJHSfIsSnZAIDWsZZqnVGQYDKpP0KhFQNkgXGcVCU6jGot2SjCn67gPOKNW4dgLCIHYD5x+M3L5bpyC79BZdrnY4SqQcqOHB0drVkXBza7i4WJNmTl2QSdOvOf6dsZZveW4EDykHzIy4zkuB3ZDTmY8u3/rBvX/PObkd+D6ZxThqiDOHe1XG75zfsybf39B/XsviUUOdTl51sQ8g0TljJkhlBnKB0j0xZCbFDCTcVmSCzStJ1NgCkUw4hppd3L32WbURLWsf96S1QNuZ9Ctnuwrtk0hwimtBS1wli0VeS2OBc4bht7SepHUq2ctLupp01gWLcdFg9WepW0oko1wHyyvujlHmQRhFzWFctz1JS93C3zQHNcN7XFOXxp8bdFOM3seMF3ArlroB+wqx5zWknFr2UxsK7hiV5pJFNh8HMQD7J4WJ9rEiTdNQi94YIjT8EUnQoertJjvJajRKDk4Ej+yzdizhu5YM8wkM9Ue2vsVtsn3VNNuIN+0nK46fJ1jVy3DacX2YU57okW2b2TTjcEwvh44xzs7GiSAjhP38ffqoD/66Sr505Ei/b2pRUBqpZlIRKE6WR9g8HNPdtKidSR4TbBBXjIq3GBEH7ZuMTriU6V415Rs+5zCOuZ5x0ne8FPzF4SoeP/27AeErT/4+JECaIzxWfr+Sin1t5CS/KVS6lHKPh8Br9LDnwJvHjz9DeDZH/hGtEzfH1RrCuPYDgXbu5KTqyRkrKDoAtmLtTBhggQf3fbUH0F5mU3mUs25ZfWupn3gibUj9gacQtcOf5djW2hP4yTeW38ig59okOBpIqrVuN5AHadFM3rGqNJPPbdZ3nO3rvdlSuEn3NlrOLuAOEKueial7E8LGAQZKB3/zh0vfnkuO64TnOtQWoIJaB2Ikaln44Jm/WLBSd1Mf0ZrwaV64OV6wZP6jhvqidm1G3LBlDrLUdXy8Z8aOP/vMk5/S3H9NeDG4pcKdTbwwf/K8GT2iOXvXDOc1pKNbzuUC0QjAHvlI7pzhMKiUrNY+ciwkOVlWqE7qiGgkop/8Bo9E4vd6CSIjvYZKoJ9VjDcH1BHA3HI0xRZ4XYZN6qGVpPfGPr7jrgzdDGnmWfk1uE6S+ctt02J1YHjvKGrLTPbc1LsqMzAbV8xRMPKVVSm516xIaC46moAXu0WzPOO2vZkOnC3q6jygcfnt9w2Je7IsD7P2T0qKK8Ui49yjn7nFn23JXdhAturuERG7oID1i4mEWMRtMhXstHsHli2jxR+uQeZm156k8JWEsiSK9Q00NROlL7yTaA9MRN4fTQTjFolXKVEo6E25BuF3YVEgMjQfUB3Dl9oTG7Jn60o3uuImcWfzunulWwfWPqlmqBLrzEqD4LqKKA8TvPHTHVEAowtn0NU0mGgPYRNjUOryTUUQMepT66cZtjmmGRxHoPCZJ5ZJVWGVpEQJKKf1g0/e/KUQju+vbnPRTPnritZ9wVPt8d03rJpij8oRP3A4w8MoEqpGaBjjOv0738H+D8Dfwf4D4C/lr7/7fSUvwP8DaXUf4oMkb4I/OoPew2tIrn2bAYBRt/2FZshR99k5LciSYeC/HZA7VoRSLWamNmU/QguMb9quPiFI5oHiuZzPabw+M6IlUcueEn3tKRfpkHP3Es5/p1CBFydksemRRGcnsQPRqB9VJCVAhsCUV332wxtIBBRB1NCpUCZlBEYyO40Zt1KZuIP+p/TidCgFPryjuLFCcPnG+kFOp1M5DzeixJRCJrOGxZlx24pgsUKJhbGmNSuVhUfzE65V22gremDYfAGowMEzRA07771ig9+5jFH31ac/A7cfVGhbi3u2GGPez75s4b1G/d49E/vpEzPRQwzZimADhIsdL+fE8ZMSlCfCwjcNgJL0b2Xzx4i5Y3H78SrvLqU/t6wELB9VECvMZeZ9Agf9OiLHLW1DLcZZmSt2CBOpb3m8mbB+cma2GtOih2ts7y6XrI7zqjsQG17FralCxarPc/bI7JE2likzPOuL9kOBTrhTWs7cBkVp7MdQ9D03nBctby8XVAvOlob2dzX7B5nrN885eybC6pnW3Tbw64h6wd0uyRmhu60wFWixBWVYphrsk3A9IHFRz31K013bHCliHq7WthatpXMPuaiL4uSrDPbRexOePrVhWOcmvdznTb0ZC6XM2E3XaXRg1BIbRukb7rICJmiqSoKq1G+QncOe7nGfnLFLATi6RHtkwWbR5kE04x9ghBSHByD42Fpf4AHPeyhTv3POD4+3ScHQyz5PEmJCXmcCqLGFNN95XstQ9rcy/0RNLkVcZ06HzguG0oz8J31ffpg+KnlCz43u+Lj3QmrQdpab1S3PJ7d8e0fFqR+n+NHyUAfAH9LyR1pgb8RY/yvlVK/BvxNpdRfBD4C/jxAjPGbSqm/CfwO4ID/8IdN4CElaFFhdUCryMYVtIOluNYMC5OEWRVm3aYnCHUulhl+XhC1Inu15u5nzlh9XgC4aoQlpGYzUdH3FjMwqb/Y0lGUA1EXSZkpSsO609itZig0vhKOsopJwstAWQzTwGbdFNLYVhDKiE6lhLGSifZdJiiLKjB7atDXa8iz/YcfhVzDPvBG57j3P3ief4EpG/aNxWV7ibnOyzS9LjqW82YSOJaSRVTavRPc24evTskeShPdplUfo5oyUh8088/dsWmPqZ8rjr8Vuf0p0FuDsxFlAqtv9KCPePz3rwV6krLPYDU6idROmUXqAZrGYzqFL8RWRCwcTCohfRJpEUfJaBTdsWyUw1xhW3E6NZ3AXRQ5Pk++4htx/ByWAX2biQ/TscNvLTe2RpWedV9iVESbwM7lDMHwoFyjVWRuOgrtcNFglWftShZK1tbDas1HwXK5q2mdxehA7w0365o3zm653tbkxpPnjq7NKMqeTmUEa2nPIh//Tw2mPWL29JjT3+3IrxsIYO4a6lWLO6roj3NhFSXBEFeb1/RFi7tAdR0Zqj1BwVeGbqkZlkIjXn40kK0cvjIoJ9CmQwiUL2ReYPoo3kXZXjHJ5zJ8Mp2U/FkjbZbmzKB8jukCapbBSYXuPGbXo9cN1TfXVL/pics57nzO7nEpHkozRdAyTJI3y+u9zSjAejXOdD5dugdQUyo6Bs+DKu77GoCkSXtEmb3ISNdldFGRFwPLuqXKBjpveVStqEzPd9f3+JWLdwRWpgPn1YZce55ujvnqyYvfJzr98OMPDKAxxveAb/yAn18Bf+b3ec5fBf7qj/42YnIllDjbOUs3ZNQvRWxXOZg/G9CbVnppRhPmBW5REKyieLUFa1i/JbhG3StYZ4SYyqFOMdyL+FWOjeLrEzLITKDKB7bHUp7HIpDVPVQK56WpHOeOYPKJtzscB44S1nQIIlwwNc5zKbHHEtpaj3Na4vfMUd5o4moNRYGqS0YeNeFghaQG/+K3L3n675wJTMMpaA2uMtS1m9g4zouTY52sf40WcHBIJb6xCdLlNE9vj/n6g+es+pJmyHBBTy6nnTecz7e8d3/GTmVEpTj6VuTuiwqwhCOHKTzrn2t5ak5582+/QOUZMWjMoMAFYmbkNKSe7uhWKhmP8O0PyzeRC5RNSDmFr1KvLvG0+yOh+OV3imEGagCDUHhNa0SeLAoXPNg4gav7VYGuHDdthVaRuux5vlry5vGtDNGU52W3IFOBme1Y2pZnzRHvr874hbOPuB0qHlUrtkPOpitoXMbdtqIue1Ztyelsh1WBUCl2xk8yhv1ygG0hk+k8svpCZPtmjl0X1K8is+ceu/NoL8SKbJvcXSuNzzX9TLQTpF8owdQ2Qt5YvSP+9FFDthYB5ZApmvu5BOAiCeZ08hhXKbaPReGouI0Ud7LBtSdp8KRkLbtSrIVNJ/5OUUO/MOSKqUpShcZXFs6kr2tvW/R6S/bhBUfvB47KAn86p3k8Y/WmpT/+/tL7NXmBw8xzPA7L+jR3jTHdF+PPD7ClKoiXFVGhlOgI3zvaYHVg3eW0fca6KSbx7482JygVmWfSknmxXbLtc1p3zGpXcn+54djufvRwdXB8JphIAL0XzUcXNX0w7DYFJ5cBXyhW72hmL5QMWTJLnJW4RYGbGYqrDn2zYfOzj2nPIqH2hGVEbc20EKMFlQX0XZb0PyOx9ulej/RHgfJSsIZVOYg8XDmwXUkQHRaK+lWgqRX6pCc3fsITCsI/EDOFrhx5LlmiAvErR1SelEllllbQdcShR5UlZNl+kBSjZKTOw/Ut1ccPaL+Usm6n8IOm6y3O6GnXDSiawZIZUWEqrUv9UY9RUUSJtdBk7xdrWpdN9LYxw8q0iLj89Bee8tvt2+y0eNWf/Xbk6qcVKCtqPkVg8wXHx//rh7z5X12idt1ki0CMRE8Spo2QCUfcdIm2muxsxzJTOaY+akhlfsiSU+g2Ur2UcnXiUyOYS1Foj9iN2LSYncJ6xeAkK42ZDLG2bZ7YJh7nNctMRF8+3J2iVeReeYtWkcZn3C83PF0f8+HulEXW0fiMB/Wak2LHXV8JmP9mxsnZmlnWs+4LrA7Mi551K72zOIg2pT924BWqlfZPfxIZForbL2uUF+eDES0ycsPdLKZsXFFc7bnt7Tm054FYiHp/dmukTwy0R4aQQ3Ou6M4Di/c15VWQSqmLzJ/KMGr7WNOeGxYfBmyDXANSj3Qmm1N/pGhHWmmnmH8i/VcN6boISiBkCl/OUPdn2N2AWXeozQ5zuWJ+uWL+W4pwNKN9NGf70NLcV5Or6TgcigcB8XVAfnwdV+pBxSSejJJOl/5UKuoUpHN115Q8ObrjF84+4sPdKVftjGbI2PZiD13lw2RBsyxaVpRsO8FOf/jxOesu5yc5PjMBtPWW40IMwwC4y7A7D8pQXkbWb1nKiyWqdxI8a4NpA/bFLXFecf0Vy3Ds0DNH2Nqpf6K8ws092gShj+Vxom36BAnSTxrilYjdmnRjFNbxLCjaXU57CkfveTZPMqqkn1lYx3m14XYlQ4eo44TVHIOnVjA0WQLUK/LVAFkOQ08cHNHvUEWOKorXSngAfOD0W57nX4kC3O8UYdA4a+kbRTkToGDn7MRIimlUqlWCEcHkL79rc769us/9as1tV9H0GdYEsWVOEepBuab/qae89ytvsXkb9PcUZ78ZufxZRVRGRGptZPOu4/1/75x3/l/XKO9TT3QMnkAI6F5UvkNhUgmpJ6mzaFT6uXDutYsEJyD7oWbiddtG1NVNSzL1kyATlbRhzE40JPMbRXGnuPvi/gbb3VWcnK9pehksvWwWvLu4wqrAVTubHtd70Rr9wvElrbfcdDWlHbAq4JQm09JbU7WwoF5t5yyKjpfrOV84vRSKaJNjKkfYSi+2OJMo111V0q/cavHqyiLZRny0ohWxGTcTnYCYC2qjO1Vka022Eiqo3Slip8hWApsSVwQm21/R7lTcfcmz3WmqF4qjDxwhETeWH3i6paY9ERuXbEjDqSigepGdU5O+Q3cijLOhlvtwmCvcbCQNpP56hHyVoV1Ftllgd1LmR6PR7UD9rVfU3/TEMsfdX7J5s6Q5S1oS9qBXOmajidI50kMPh0mHEKc4TqI0Ur4n3QTXG7wzvNedcdeVfP7oirNyy52u0tBUouzz1TLZ3wyUmSQaw2AoFh031/MfJ1xNx2cigEoCo8i1o/UZPoggBwgY+Pi7A+u3Cm5+asH8WY+rxQCu/mBNzCx3Xz+lO41QJLCtF7qdcoqQB9TcEXYWikgsZLINQISmz4hxtGVQmJStaQSgHStFe57jKk17HjnKByorvZWn7bFM6jWQB9EeNB6jo4B1deDSaQmgG4u9XkkGqjQqs0QfoB+ICUivkuWqsiInt/j2HZ9sl5AHdCs3Zyw92sZJeHkImtx4LlZzhrJjlg+TuMm4GWkt+okfXZ9wNys5q3Zse9lxbdIgcEFz01d8YXHJ9965R3xWsn5Hcfx7itNvwsUvRlSvidajSk/3ecf7f/6Uz/2t2ymDVr3gRMMYUDuP8ZIRqmSvq2KUaXxIwTWIgnsWBLLTHhmiiQxzNelZmuR1A3KT9ycePRhh+Cgpc+fPAs2tpj/14DQqCzQpw4gp235vfUbrLM+enzA/bri/EFB9HyzLrE0i3pHWZdz1JU9mdzxdH9N3GfNZKzjcQfyp+t7yvetzikxot+fHG/xyRzsI4+WobtgVA+ttCUtwm4z8qMM/geamxN4Z3NKjZg77rCB/IbAhu038+ZQpVhepyGmTFsSohqSTUphRoOMkzzjMoZ9pymuPqzWzj3fMfZDKJopLaCgNvjCYFI9UEIxpNApf2uQRLxsZqaWgk82zLyRrdVVqmSyMlOy+EunIzZ5lBXJtTJeQBB1J6FzaHBM2VO8r+pjF78tSp3ZoGkqNA6Q4aLJFT567SY7udlPzm4ltVCa40ni/Zjqwbgvu1jUrEHpn3bFrc7T9QY3WP/j4TATQGIWXmqnArc9ohozZJ/I70wTsXcfxtx1XPz1j8ySnWHnqj7eEKuPlnzpn+0ZkOHfYKrGDtGxlo4GctgF1U4gwgRZ/eJUHimoQWqP1MkByis7JlLoqBuZFjwuaOPfs7mcMR2GimW77XKAPY+PeJFk1IDMDVSbsF8GNQnarUZuGGKKgCCS5liDatNJTNAa0AS3yaOr5FdXTU9ovdEQteMhQGnTuCYMhloJvy4xnXnWEKKgAOafyO4nJIlhtjefF8xN4BKfVjs2Q03mDUpHKDrQ+41mz5MuPX/Kd771DzODui6L0f/LbmutvePTaEEoFZaB7PPDBv3ssmWjTy2CvyiTbDBHdOmII6D4QowCaQ24ItREh5s7vQedR4QqNGSL5NjLUGjfiEJFyrl8g51PvaZ/jRLc7UmJet1AUD1sen9zxyfUR3mu8zxm8oc0Gmi7HFn5ikO2GjM5ZjvOGj9YnvLO8YtWXtM5y2c54PL+jygbumhLn93qhRS5CFLfrA5aYdZNq1sXtnMenK4rMcbupCIXGOznXxWmDWxrs04riQ0t+m+rbOyhvI9lWsKW+0Cljl3MwgtyDhawBvYbqOtLPFf3R3rdeGEpafJxCJBSWmOm93GBqueggPdGYiZ13sGN2LxmpP2ipxNQ3NW2c+psqQtXtzfRGKKDPxb6lPY24M0f+ymI3+8lRtBFXR7K1prhhYgNO3PsgUpPRJD3eMqnUK4EYinOjrIOhyVAq8uT0jlfrOSHIcBTAR0XjMgrjqJKnV130WBNo+gyXrsdy1k56uz/u8ZkIoD5q6qyXfp7LuLmb8fAyJMpgQLc9rqzRA2zeUMz+ZaC7V/PiD2e4OuKWHjMbKCvRiMSkbEkJrCh6hRnAJ/1PTCSrRIwVIMsiA6C8om0zfNlN8npGRUzp6E5y1JGU9n0w7LoM71UCzIMt9tz4kXc+eMlOTeUpr3IY0rYcYxoeSS8zGkMcZLGjvagzKQ1Dz8m3A8/elfdsWk3oNNGIKZ5ze61P53WiK0qpOYKHx6rapsy4Wra8/N45Z1//COMi7WCn3tBuELD+ebWlf6Oneq+gOwusvqA4/hYsv2VZ/ZRDN8KsIgu0jwa+97894ehbsPyox+zcxIePVu8/b4gizjyMEZEJbE+MaBfYPhZPqvJaeOU+U3tzvwhqpuR8bsSmxc2kZ5ffJQZOAfmbInn33vsPpqEDJuJKj5mL4d5yIQODj16dUpQDp7MdWkk2/3x3xFuzG1qXsRtyOm+5V22o7MD7l2dkmePZasnZbMfVtqYoBDLTDZbZbMeuz3hydEduPE/vjmSYZwLaRsJVLm2kQVFdSXByFQxLRXEVqa4D2dol2nDAdB5fGHyhU7kuXPtpocFEgcw2cQqgZohkWy/Bp7D4whBtsuY2TIF03LxCpiahZBWhW8h5n3j5pNjVJ5C/YyK3NKd6Cqjja0uLTFFeKdRFht3F18RI8pVi9smB7oRPfU69l9vTgyAxIMnvpfcx8uyDgVBAfxToOs3HQXG63LHalfioGFFWPmjamNG6jCHpQCgVqYseHxRNl3O1KSmr/ieKXZ+JABqiIteezlsGbwg3OdlGgOZ6EAxcd15g20h+p3jxS3naZSNu4VGVJ8v8PmCMXzZic4e7quTiLQfizoKJ5LmjsJ7OGawO9Al35npL7yyds1gV6FOftDsNzBftBPvROhJH0UOnyAuXLIgjzuukxymvpY2nvDwoEcYbQAMY6SPGSPQii6MmmR7N4jtr+NOzyUxLBSVtikHRNyJqXBQtx3XDpivS8ETwcOMRo0IraVecL7Y8fTHj95494HMPrnh2dcQm2SNoHZhVYij35NENlx8/QLeK4Thw+yXNye8Gwvcsmy/3Ag8jwY6OPNff0GzeLihfFcxeecrLYWLjaCfXUIUUCJN4s4oQco3PTRo2MSkDZduA9nLTZ1uPbbXQQrXc7NlK0z52eK1QwTAsYPhig7+osBuD0XFSMUJB8IrG5AybnK0JWBvwg6bXhibP+Gh9yoN6w10vg8PCOO66kvtlw+9ePOCkbijzVFUAq7bAOcPxfEfvDJtdKeX9rOG6qTkqW5alqGRt2wK/zjCdFjLGoOhOJQurXmjmHweqC9lco9XS0oka0zgM4HM98eBBhkQjIN/nSf0LhXESwIobh2kc/bG0aXwu9iy+UFMWO2o7HCrPRy2MJ52EXybERDhgR8WEADjVIt2XdBJEJi9OrKORERWswpdqyoyFRJB+nqjUphNBlkl+L4pFs06OonrYQ7xMJ2soZJIpZyuRUAwmY6XnRANtGdnMA+q0p6z6pJUQJ7DLpCcL8jsTcP8mZ6AApR0ksxsy8muN7p1MZXtPrHKaM0N15TG9eO50xxG3DKjaUy9b8mn6jFD8dERVgsW0qyQl10lpn817zhIw2nktzIUhTfwG4Ztvhlx6Xm1OcIp4KtqCJ8WO92/OcM7IvallJzaJ1qlUJDNS6vfOonN5D7OXwx62hBG40nhFjUFpRRycDJO8n3ql5sUV2fWS4Z6DtSYmT3ucIjaWEEUIuLa9aAfkA1qluJHYGGMWKv3ZgD1vML87x927oa47ui6jLAec0/io2PY586Kje+g4/xXL7Vc0wzJw9wXD2W97fJnTPHHonSFUHrJAUNDeD/jC0N4zhEyT3wo0Z/l+IF978ruBEXAfcsmKVJCMytWGfhGpXoLdedzMYHeCb9RDxDQOn2cJJpRu2lZsQDbvesxWc/IPS7pjRXseMUnBZxTlGJYKN2iwkX6XEwqHzgJ+MFy+XHJdeIZzTaYDN31FYR12CDwo1ywftHy0PkHrQKYiR1XLxXrOG6e3fHJzNG3c3mt6J1JqgzcTpGYxb+jLgeHU0F1X2DsjmqEXmtlz8eHql2IQl+1SBq4UblZMGaMrFd2ROIf6UlwWFh8F6pcDttFSYqcsNSroj3NcrRN3Xk8iyVHtjf9ckQJRug6jpxLsA2vUEHPwRxIwp0l53AtDwx4Wdah2Hw6m6qYb+61qUjYzrQT816w7IlO/dTKdY+8d70u1Hy6l9xBdglOnTSFkinhpUN+rQFX0RXKBnUV8JTHD5DJYzjJPkQ2TAPOPe3wmAqhSkGvHztX4oKhepBvERVQ30D2cT4Zaq3ctroTh2EMRMFlgUe0b/DGkrbPyZIXUFnqAYR6nrPRo0bAsWrZDTjtYMgT7qwYRovUJpA5gM0fXFhSLjnnW76Xhwn4XU1nApt5obj3zvCfTIliQ5Y5um5PddnsKZ4igkkDCGEStlZIqZaNKGYiBuN0x/whuzmXxFs8z3DwQyojqFd2QsXM5j+oVzzZHr3F/D9+jDwprAndNyf3jDS8WNZ/8+mNOf+aCEDTzUkzVblc1LndY43n7nQtePn3M8ruRuy9KEL3+iuHBr/ZcfzVn/U6QIDpP6AOncPOA7g2mVeItlYN7rrj8huX+r2uql92kMD4OSnS/z0j7I0V3mpFthLEk9rcR0zrKG4XpRR1/85bgRIdMkd1o7v96oLgdaO7lRKvxyQ44X0F5Ld5Yd+8a+pNI3GqGY0VWD3iU0GWj4eJmQVX1rFpRfMqN5zt393g4WzHPOzZdTpUPbLqCe4sNIYqAyfWqZtjk6MJzO8yYz1tRwcpE9dx5Ixvu+LkDzD/U2EZcFkImgiLaCZ+9ObN7jdohYlPWla8i2VbK/rsvRLZfdJz8Ws7xewPtmU0wsIgrM5GtS8LHPlPTNHsaBmWKUIzsJEQAOkZImeQh2D0qseCW9z5OdGCUw5uy1RTEJnX9JHYyeoO9JiySKoMpI07Z6TgkGyFv46FTmyAm8kFUI7WaaXMYJfVMl1TTRvcIJ/ba8UqhogbsJKIeMthlKT78BMdnIoAChCg9vG1TcP7KiwjDWgzMmjNLeR1ozizaQ38iu4gyQQLcIKV/1+bEXmNmA7O6IwLbTUkWFTEPqDxgC8dptWOZqHvrrhD75Ai60wQN7S7neNaQG09XWLptLgr31nHXV/iU1WktGYyyIfUd93qTx8nXftMW9C9rzHr1w09AjGBE2UgpJYLLACFw8p2em2+M2mJ7C1iz07RtxrovOC3kUlrj6V2+v1nHhnrQFJljvSvlZ49b9HerBBLvuFnXZJmwl5Qy7LqccraDn16zUwtsI17jwyJy9bWch7+yJWQztk8CemsIc0eMWjYhG1l+RzCIAOt3wFeBmy8bihszSeGFXE83kk5lve5jEsKw2CZgGi/9u0wnZpPHdBY3y1h/XlwulZcbUblI/bzDZwXNPS3Wvr3cZNnGc/p7kdvPG4aFQg0Zwz1EP9JGMGFqz1jjafqMTSjSxrgkM57HyxVWBe76kk+ujnjz/FasIJZwqyN9KzC3uujpkwimUhEfNN5phiYjuzbMnqoDGbuYYF0pu0qByufJmbNWtGcyUFl8oKkuA/k6Ul3C9mFO8wDKm3TtW+kngwRIKb0l8eiXSsgJjbQPhpOB8llGcQPVxRjZJGaFTL3mq3TIfR9ZebDPMA/xm9GoqUxXCQivBvYBNGWWo5rTawIlGkkoxu7TQVY6rpMpSw1gu9RbVer7pPJCxoTi8EqqnNHyZNREVUFQD2jZjH+S4zMRQBUSdBqX0d2U5LciKKy6ge7+LBlSyaRx+1jU4BUQBsOgYBOUCPBuhDedHXkGZ5iVPevGCmTCJtHmQiZymfbkWnQkY5SyCBJEIk3TKztg54GmyyjzgdIM3LbVawJKMShs4aaMdfCG0jrul2u+vbovpb1TIgUHEhwPaRgjE2lw0/T9tcN7yu9dYDZPCEUg9GkKmkQa3CpnN8vZVAVVJn20TVtMHkjjEYHeiWJ/boWKWLxS3B3NOP7SDjcYgtfk5YAbLLudAMTPFluendfkNzqVR5HuDC5+bsbDf7bj6b9di1nf1hIXDoJhWASuv66pP4Hz32pRLvDqF2o27wSaexn1q8jhKQAYais9OCeTXldL2aqcDJ5cZcnuelCIuMUClt+WlowvBS9aXWhM5ylvk2JU0i0dKsGx5mvPyXcjq7csvlDoFzntuSiheyRLb0k2KQl4fbsVq4fcejptWRYtR3kLZ4KfXWSSbd6sa7QNtDvZvO6AdptU+TuDvbGUW0V5DfWFx7YC3wq5xpWi59kvE/89uVmaTqJGeCiBqDuGbKOYPW2Jmca2gdkLPcneqURk8MkGebSRHp0x1UwM/FytyN/LKK8FbjQO6Q5hUvB6OT+hIcZlmUHIx9+raSCkRyviMbiqMbs8uORW3ud4fUBeV4W4t/QYFy3sbUd4Paj7bB/MR3WqKfAn1MBY1kcVJ9voKeP1+8+lf7L4+dkIoFoJlbP3hvzSYptGNCSB7sRi+kg/0/QL8PWB3qZXGCtnLuys9FfmwxTgemeER15GKDzRi57kPOtY2HZ67V2fTU6A2IjOxHQq155ce86WW4wSm2WhS/pUkgFKbCRGC2KATHtetQuuGwHZ240SPc3EGUeribIJILw00u67L/Niyibi9S3VxRts3o2EPGK3elK4tytDd25Z9wWVHVh1MgQRp0o/wZgAwuj/sq45njfc3lum9xuYzVvWNzU+6abmpWwuAMXDHerFAjcLCXIS2T2GK1/x4NcGnv8xiy8jYWdgMcAmw1WR9buR7ZsFZ/9D5Mk/uOLil05Zv62oX8qGKEwlj+rkdcYhgkoyf67S+FxRvxTu/HCUc/XVDO3g4b/oMX1g+ygX2MyR0EFVEOHhYhXo55pgFdW1T/05he4isxdBJs0DlFdiT92eG1yt8Z3mdpORLTsWM1kjgzdkJshg0M+osoHBS0neG8tNW4k77E1BLDztbS7910FKx2yT8J0bYaMVV+248MWZcimfqbxVk5CI8pJd5avIvd8QuqarEYuOTNMvLa4U2JcaYjIplLJ57EGaIfkxJWWm4kaCcvWSNMzjtewuKhns+FJNoPnxmOToxkB2MM0/VFoaVaJI72GiOR8wjA7Le5SaHjtmr2H82+NwK30fnyt/8PC9xX1A9PtyfwLqM/Zf94OqSSVqzKZ/wkj4mQmgO5fT9BnlxdgIV/h5gStlp+2XUj6GUrQ2VXLkG5pMcGFREQuPsQIaBwTbFSHmkax0uMFwOhM5M5eaTEZFynxglUVMo1K6H+mdwUVNrh2ZlsAZUFxva/rBihNkUkcY4U4g/75frSm0J0/T8OpVyjK13gdOtReKkP/HfSAdjxCE6qkVy/c9m3dgRBZrJ7u87vY9W60iq0QtDF4TEoB+xIQGIATF0Ft80PTHQv27a0qOq5bjquXF9ZJZ3YmmqI5su5yjWcPFvRn5bXqOF3O91ecV2dby6L93PP3TookadhY1c7C10MnNcfUzitXnzjh6L7D5yoDPSx7+SofyEV8IJnRU5VE+9Tz7iC8i7ammPStYfui4e0eW6/lvSlaLUcye9TT3c3wB3ZFBd9JjNl0QzVErQck2SdbNSnCqbtL12niyRpqFw0xJ/7SIuF5zvc3BK7Jlh02K/02fcVS0rNqCbsi40dLSGXaZ3O9bi20U+c2+N6gHCVwiT5fgXL0XN9QAevBoJ7oOYAWik8u5cCUSjJ0EU9tFXCU02WyXGGipp+jKBMZv9mw7YoLujUsqJw1q9stsVJ8f/av6BVijJljSCEGKB4FyTHD2CHheo92OvH7G545iIub14JVakgeIifS6TRRsq90HxjGbfU3w2ewz3ul9fHoo5RK6YGCSTHzt+NT5+HGOz0QAVcgu3zvL7Fomr3bncPOMfBtwhVgC+zKdnaBkbTiF6oS5Qh4gQFH2OGcoi4HVTS02yKXIwEWnsTrQ+Gwq4Ss70Hcl0QqbY4hqwo+5oKmtcMwL4wTbeQB3sKlnKBAJlSCHilVfYbXHR7ELMDcCyRrpmkopMEpA9PIDvq+m1QfbJ7D8zprnf2IpTI3J+jViek2zy9hUOfO8o+8ty1nLblPIIj7cqZUEW0gMrOWAfZHjvObV3Zwv3L9kOJbfn1U7Nn3By4Srq95aEy6PMDuFHzVSs8DVz2je/Ifw+J8Gnv8xg9pqvIlQO9SQTQr/wzJy8fOAU1R/+JLN0zNxDTBCE9SD8L3NWFJ2kVyFSRjj2dua+Qdw/zcafGUwLhCMlOzFrcNnVrK3I5tU2CUTtTpO1heTZS8jIDxiOs/8g5ZsU3H7boarJWCZ3hCMxs0jAwW3bYYtB/Lc8+HVCUNvBXfcZjJAWltMI7J9pklZkGKaOPtS0SsIxtKe2qSUFNJ7EbKB7uUiRWVwI4usi5PXkumln+lLvR/mwCQZKOcyTv8Wn3jxBBsDmvZS7r/G/mEf5LSD4kb+hopxTxdlX4aPwfawNzoG0GlyfzA4GlFDny7pD8vtwzaBK5lU98fnwacCaHo/yiF223q/6UznPD94H0FNU32VgqvoEqQ2x7/JATQiCuDNLmfZRdzckG2G6Zf9QqxwR13A2BgoAsWyww0W32tM4sW+eXLL917cA0CtLaEKmJnDJ1k7TeS82GAIeDSzrOO6qYUiORgB4M8kgO6GnNr2DN5wlItkXGalv6qTYyQKcrv3h/dB46JGx0CdDbxaz1nuomSeY0meviuj90HUpNUV4gRjUkZPU3r1/JJsdUR/5gGTFmG6ye4y/EkyizOBwRmi1wQvcnZaj5JfIjyrFPS9weSSTTon/c9vvv+Y83tr4c+rwGm5ZdUW+KBZVC0v3q2ovpfj5mG6K0IdePYnLG/8f3vO/7Xm4ueRodIMQhmwnUFF5DkBsivLcN9w+7ORd/6uZ/V2jl4a6pcDoYgpm5DS3m4CdmfZPcjRvWL3OHLpK5YfOcwYdK3CbgayudmDwjUQFbaR6bvPlWRoo6toQLQL+iDA/8FTXOw4HUp2DzL6uUpwGUW8VTQPREPBGcswalMWnk6LYZ/eWIpL0eA0vUyBQ5bA3iUTrlIPEhiyZhRIVgwzTfuWJWrF4qmjvOgwraE7ERFmM7Y3MjVBkCJIoE2v4UqdnFClLeEqCZKuUonqKuW/chJQumMJJsVt3PcXUxBbv4WQFRoZrIzZHPD6vz81BBqzT5+T8KEJuuRhVKqHdC4O+5kHJfnkwTRO6Q9ea3z9cdg0QZnUPpiPPU11mJcE8HnKwsc2HbJJqkJ+r+I+uP64x2cigEJi72wyUYHp4xQ4XCXDI19K5inOfJGYM02a83qg32VUi46Pb44n1SLlFPq84/Roy8XzI2CkjHrmpmOIhqO85WPA1A7T5ZitJp7Ie2qGjK2VklinoHI+3/LxxQlKx0TNI9kHh+lxuZZpvVaRedmJ3mXCd6rEeY8+HCaYrx0ToN6MW62U/tUrxfC2wzy3qWEupVq2SkykKOKyI9jbDUay5CgD/vE8oyLBSw/XlxGc4Wi5Zf3BGdtFTlX03PWi5v54uZLqIBiOzzbsPjkhW2n6My8+UFrwdc//WMGTf9LQHZXcfUk0TGMRkpGeQg3itDhUDreq+NLPfMyH12+jHdTPk37oVvCKkmlE7r5QsX5bmEa2UfRLWH0hMCwtJ99SFDeDDCK0wm7lDvC52vfSkBJ+mGlhzqTfByuZWDQK1QyotkNpTbHryS8Mflbga0t7JkpZ+Z2mPdcMszgZqPX3BS7mFdhe1PTHUlr3AsfxMykZRWkJRvqhz1Sy5gjkK4/pNd1S8+rnLcW15dF/e0d22+LrjJAb3MxM+M6pb6cSZXIp/krTEOcahhnUL/dg88maQ8P2YSAcOaoPcindY9wPi6yivGTyq+qP5NodHmPWtp8m7aFEk6sDvIYpHem3UUE4XPMH/ddR7T5xCOQ8uzQcOgi0YwWhwn5INGaUnx56aQ9eC4xpbBFFNbYgJKiOnTP1k+HoPxsBNERFM2TkFwbTOXEz1CLEO9SJsWBSg3hQuKMg6jeJPWNMgM6QnXg2mxKTBbptjlZQVT33Zxsu4jFmJYZiWkWMkp5mrl1STooT7GNw8ndDhD6YyQ54F/LEt9VY4/C9wZaJT6+DeBapSOuzKRu93VY83joJmqNV8ETlHIdGI9nZy+6rf0BkPV5S3gTudpZhFsk2Usb7IpKvFF2bc21rYkTorCoSO4PXMXUIAtoEwckCcWQ0zQM0Bn0k57h/f0H1lSsuNzPKzPGz9z7BRc337s6xJjC81VH9XomrtQizAKEIdOfw6hcqHv7Khu54TvOGR3WaMPOgDbpTHH3L0J0odp+PbPqC+S9dcv2dU/I7mSRHGxkWmufv5nQPHHoXOf0toYhuH2UEK4o+uzc8URmOv4sIX4w3WJQbsZ/riWroM5X8xtWUBUYLm0eGslCUTwOq7RmlBFUyzDO7nuxW2E91bujOcjaPDD7Za+s+o30yQFDoFCyyrZwPPYx6n6KzGSy4mTCBlBsFjTV5Ln1M0weWHw1UV5arr1te/tEjzn+roT/KcLWWPmZMuGi/x04OteLm60GyqQAnv63ojyWYt6fpfQowgu40Eh+J/XO8KHGV9PyzrZy7YNRBvxb5eVCgJSD7EtGLGEvh1K8GXuuRjp9fBSnFX7M41ky2H3rYP2cKmAfZ6dgfDYyTfTlv6JRJa8T1QAEqBUO3D6KjSV40Iio0Za1jI5f9+8LsX/bHPT4TAdRHza7PqF8qsq3D7By+tCIoUUsjmSA7Scgi6EgYNCYL2MzTbgqUU6l0VSjrocuJeUwCwypxyYWz3PiMhWkplKMyA4XxE6OICHFnGSrLrJDyvbCO3Ij1w0h5FCrn61ChURZuVIfXOtA2OarfT9/jYVMyBgiSacYYJdOM/vuhTECclRR3ATUo3LFHewlKoZDAH25z+rJnSH7qWTUwNFaCileiBB/FKG9oLSSPbVU74say6zLc2cDJr2dcL44pzxq2XvNbV4/4pfsfsixahqC5f2/F5WVOcaNpH3rpP5tIUIHtm3C5m/HoV1qe/qmC/ixIxZCyjPaeYvleYP4045M/fs4v/+zv8k8uF2z+uGf9bol+3HC7yKk/yHj0jzSzZx26cygfqBUMs5z+ROFtYPfOgK8sy+9pinWQbDxTuEpgQCNkxedSxYw3581Pe07evmH3W2ccv+f3wXOUExwi+mYDmTiKEiM2RLKrjPJVTX+SE3JFtzDktxndKRQ3kN/Fics9QnSybQp6IVmV5JAln6NoYPNY4+Ya08DZNxX1ByuKm5LV50qGZYJaDSL5F4xKpbLAkgLymRbvG1wJ+Z0EOFemjfCnGvSHJcVtAsxXAfWqwNxptEn+6zrhTVN2fFiiw74vOvmBpWx0tLkRN9H946dszsm/x4HNGMwmMH+yB48+DbUC4D41/OGgPzoOocaeJ0yyeDLHPZjkTxCmuH+++gHhMWWhMAbu77/nfpTjMxFAQ1R0XcbptRiPEULiSKskJJB6h+OHthGbWEbea1hZWIoSjtLStVaDguXAoujpvCWf9fjSEgfD2pW8WV5TKscQDfO8oygGhhmykCpH31naPGNW9FR2oDIDq8STRoniPAGyTOiRiqQIrz2lcUkJKRI6g+778YPKCjMm4UHZB9VDWNOYnR6wlPy8wDSe4qKgfXNIyjhMgxG70jQLaTcoHXGdtDDiwQSWqFAmMD9u2G0LQitqNLEQLrypHdHkLH/Psv7ZnGLWc30341fiOxgd2HU59xcbzNdecfnrwpP3yyC+REbhbeTuixY9FDz4Vc/TP6PTzaemXtTdF4QPvvi25YPPn/L44Q032wr9bo/3mnv/ULQBtI+05znZWpPftBQXO+alwdVSJ7pHPf1RpDvVlLey+e3ua1ZfCJz+5p47Lfzv1H/8k3fkXqP+32e8/e2W7HID/QDe74kLPsj51wZV5JBnAqkZHPZqg11ZotVUVUZ/lNOdyNTcdqOq1D6FCmlSLXhHJJubK4ob0Tq1TSRekQY+Cr8o8KWhuAvCX9f7ABGNGkX3pdenRdAjWyUwONA8kM/dnwTCXUa+k6zStDD7SAgHwuhLwh1NUrE3KaBpCCm7HQcwh8EvGBk+6V7aKlMG+qkJeBj92cagpuRvCdeeaUOd+paKvQ3IGEBT4BxbOns85/654+OnvurYFx1jxdgBG2+Bw1vh4O+qlMX+JMdnIoDGKFYM+XrsNGt8aoyPdKyQx8nuNKuGaccYOsmk5sc7dttyfwJtxNjIPO9oXEaeOxogeMNVNyPMJJOsTcdx3vDSLmjmMo1bHMnAaL2pyKxM6wEal6W3J5ntVu355aOi0ajW1HkBXavG7D8kyA0KQt20SRN0xNNNAyVRlJ8GSEbjS/k7848j7ZvC7MnW+yw0v1MMJ5b8pE0JlcZrI6QAHVGpR+udYZd6o2Siym8yj3eiGtQvZAqbfZzjvyAbwfXdTHrAmee2EZ54fyYsIFGqFzV6bMQvPHdfMphec/4biotfCtJn1RBbRQjgjhyq8jQXJ/zi2x9yvanxXtGsC4r7oqxOmiE290Qer/5oRf3BCl8e4UqDcrlM92ewOzcsPnHsHkXCUjjzo3JRyMFXEP7oHe0u5+S/LZm98ti7BrXeEbe7vfbApE2Q7fvPIYA2JEAtOI/qB0zTU+56slVBzOWxYVKfkgFXyDWuNiIQ3SvaEymxQwblbZhK51EYpHlY7kHtpCxvOBBFgdQv3E/GTS9Qo909Tf1CMJTVS4WKBp/DsJDnhgzaJ4H8VlPcSuAaXT/HtoYvk/q8kzKeFOxCug+1Uq+Zw8FBBppeA73vhY5tt+lrpGNqJkvx8W8cYjJfh/exD55TRolUpClwjj3QQ/6+DFgPguLh4OlwiJUqyZ/0+JECqFLqGPi/Al9PL/9/AL4F/JfAO8AHwF+IMd6kx/8nwF9E9pX/OMb4937Y349RYa8s2aZDN45QWnyuZRJqkL5HTDvngQq1thFuc+JMrkwMoE0UMHjp0QncHqKiygcJoINmO+RcuxmZ8mTKc5pvmeU9V7OAvRCREKsDMUA7yCnqvHzXWnQ/2z4DJ1nmoTlbbXtWfYlLoHW7To2cRNNMHzjx3dXrN+4fdGjF7IXjemuIVgZIugc3S+VUp8lzCXptY0Q7cVDEXFZ99EgPy4qsW+hEWzQvHUOQz9afRKpXMH8K1/cK7LKHqBL/X3CQ7WAxy554XYm1cJpMqyyg5gODiqzezVi+F5h9aNh8pZcFfOTxmwyzshQfCHj84sGcZl1QflCQfWXL5s2cYaZZfBySyC+s3rG42TGL766Zf2+D8nPWb0qAsI3cSN2RwRcRemFMiRuBeCud/pEXPH95zPGvFJTXgfqjNer5FaFtEStpM51fwedqsFbsSkD87pUiJlHiSUDaBexdM13XaAyxlAxVDR575ym8DJRiaakXOa5KrZNEdfSFxlWaIXHKx+gxCXO4MTNMdNUgbQFXidum3QoLy82iaAMcRXwZyG8Mphv7gPJ6s6c6CYdL5qkOMzcE2mUbpon5KD8nAVZN/ctJVSlBgQ7L7GAUwzJluomrPnLUp4A6Bt0UCF/7P/u2wbhxjC2PaYg2PvYwsLL/vwriZplszWTtHQbf8TPryIgg+EmPHzUD/c+A/zrG+O8ppXKgBv5PwD+MMf41pdRfAf4K8JeVUl8F/n3ga4it8T9QSn3phzlzKhXJ1gmmkWlxLZzryRuGsO+/qFLwEkpHgpM+kKkdza4geo0te7ohm9J2FzSFcfRGVOxjFP777VBxardoFIV2LIsWFg7ziWG7LnnzwQ29M2TG87Bai9VyV+CcQIXabQ5ZZJaLCv04mLIqUNuexmXCYFmLpilBPNHjlNlEsBplTCofU4A9DKZjcC3yJKwR0T3YraU/CRIkxqGQFvuHrrPMqp7doFGlJ24tOE0kUM6llTCqd5tKpLz2Dp7gTtykKF8+t4STluCFy937jHBgW+LLSHGj91z4XqNMQM8czWNFe65RPpDNRMzW7yxmq0UnMmUl333/Ab/4lff5tf5d1KuK02/D1S867E6wkmLjIUIgu/MjTr/VMX9vRbadsbtncWnIGIyiuFJ0KTjpAbaPFY//xFPe/+ZjFu9ritvA/KMd6tklMQXP/SJMQVMrlE0A2n4Aa8DIFByjpywUa4T2aMWiWMVIKC2hMLhS1KhCrtIQKzF8RgGPRFeUHmLS5Dz0Dgrsg1uCBel+P5EWwzf52TAXwZRsJ3YokAat80B/mjJ/G8BGlA1kpaPpBeYWW7N/zV5juiSMnCW0waAmxaVo9j3FMeiIVbW8X9sI+sDNJLsURtn+/jXDPhD6VOKrTwXPSQw6/X7Cho6Bj31wHdfghBEds88U5GO2T7p8GV8jAuw/g5r+DgdL4cc5fhRf+CXwJ4H/HUCMsQd6pdSfA345Pew/B/4x8JeBPwf8FzHGDnhfKfVd4JeAf/77vUaMivJaFHei1fhKNA4nEdUkNedLJvVvYwPDbQGZTL6HXTZZnMbGYhYDMWh8lAA6be5Rsety1kNJW2TUyeLWKi+tAQpCZ6iznlmZMct7Gp+xGmQ7G+0x2GTYkw4QGJM20vt0UXPXV+RatEH1AKGwKYjGgx5ZIDpQFpTWAnPSBoLj00cs8n3J5COLD+DqXjywuUjZyE6Jx0/Rc6drjA341O9CKfrOvkbtjFF6pCGkDHOwqMLjqgzbRMoruF0VmNkgN5HTuKAwuSfLHf3DlriqMa0izAEbyQrH/aMNw5nm4nqJ/rjk+O/VXP5chCLgl56hVRQ3wjg5/o2c3z5+xJO3r/jk6SmQQRbYvhkpL8RV0hfSQ90+gd3jgge/Zpl994bipaW7V9Pcy+iOFdWlGLhpD809xef+Z+/z7X/2DqfvS8a1+KjFPL0gDqknPapjaTV9KWvl51qBlik8xoA1hDKp/WcFw1Lk4lyhU69OWgaT4HAbsNtA7kQsWg0hDcQOBlYBWRfj4YMEabnx9pmt1nssZbqWfpbTnRVULxr0rk/WHgnloWTTjlnCxhYWXxmGWUbU2WQlDWFPx9Si3erz5IlU7dk9o0L9qN7kC0DJ+gu10ItHvQmyPUYYn2YRIJYjQVprUyRTEqRHHrvp1YRVjSplk8O4xuUpU3tgPB8HPVBfpVZfsuyJhuSBtn8tBfs+KwfB+Cdrgf5IGei7wAXwf1NKfQP4deD/CDyIMT4HiDE+V0rdT49/AvzKwfOfpp+9diil/hLwlwDM2RHZFsxuEKvi8QSNpY4VSIRfyJlWiZpo1+Ir4wYjPkcm4kYPIiWe4CDlt9Vh76USYeMKumCpTUepRbqsKAaGHCkDlfgaVXZgYVvudEnvTJKI0+hGwYnYBmTpcfOsQ6vAuis4rXYMQcooP8uw1hI7CbiSZUZJOoNCaS3ZqWafdaqxyQWxyoXjHEEROfpez9Uf0hPwfJTuytbQ9CKEorRIlkQrwy6CIvRG+qFGNEWnXmlCFrjeok1Sem8VRCg/zug+7wXyFJJyOdBuCvK6p32zJ3+WMT/b8Y0Hz/ju7TmX6xnea8KgiWVk90Bz/Ltw84sBBk1/35FtMhmCxUj/4ZzmSz32OmP1eVAbi90q+mUk28hNI7hCRffA8cmfNJyenXP+a9eUH9+RrSqG44LN44ziVnH9tciDb7zgW7/6DiffFpWi8nIge35LTK4ASqXhnd6X7Epr+b/RyZ4kx88LhkWGS5t6/aIXHVMfKS57qt6j2wG9bsaFLWssCWUcqr8flv/RSHZ+qEwTjeB9lfOMHkbRaHlf4+Myy3Ba4QstrYhBpjDKR+hkY1A2qXoljyq9G7ArReFTq+UACTJaaKgQJFCnjHoK2CNn/dOUNkAAxum9W/3aZ5WsWvzuZU0LNDHqxNnPFEO9T5SGmZT+Y5UYiphsPg4CLryGyJlom2NbwctniTrufZQGwelOg67xcx8Mol7rv/6Yx48SQC3w88B/FGP8F0qp/wwp13+/4wd1ZL/v7cUY/zrw1wGKt96MoxTXMLcHFyLJfWUCw8DKsCZGhV9n5AMyAQaZDmYB12ZyEr1iNu8mgY0QlZS8Ogqn2WXsQs5RbNBEZqYnM562ihKYE7d8CDK137lcsLipB2o6hUcokZkO9F4WyzKTRXycN7x3d4ZJVLw4q6DrmGibMe3U3u8X5A868gxfJ1UfBcRI8fEN+eUDhrmcG90JHlR5BY1h3RaC8/QK9GhvIlcmgrze+DaiZKJZ5vGDgOv7ZSS/lXIuX0N/kxPn+8w49EJmCEHxpXdecPaVLR+tT/jVD98WiFRU6EzkBmMWac8j+R1U7+c0bzhwit1jz9G3DXqA6qVm/aRE95I1ZBvxei+vx1oLijsJIKEwuEXg+uuKoT7jwT+/w1xvMLc78ouS53/yiEc/+4LVf/WIexcBohiyZaueuFoTu16yzMKiTSrbvZcyvcyJdSEaDLUlFDqVqm6SPcterVFtJ5vcmC3GFLzGXqr30ldNpT0h7H836l0eBNPp54f/Hm+mECFIdhjrguG0Qree4qaR8jy1WwhBtC6dl6/xvfkgATn9PxpzkAGnFlA4CKxeYHSTHUtQEijT76fgChJgR3rkqEc8yZRFjNZT1j66EMjmIe26KrWsJnk8q/evodJj03dfaEHmFDphfZXYuJTSxgiFaCeEOqR7JQrDqBP7a/nhPliOmHJfihrX/5hMpKfA0xjjv0j//38gAfSlUupRyj4fAa8OHv/mwfPfAJ79sBeQ3UPMr0Ku9s3rDrKtoj+K6FYRj/y0I9mVkUZ1Pk6uI1XdsXk+hzTUqJIE3VUYm0Ppm4q4oOmDxUdNph2LrKXKHLdVJFtJhlvZgcI6Oi9qRyPzyXuNiZI9tskeODOencvF/mOwwoJJ6Vo0irAoMf2MuNnuP/jgBG/oA8omaJO14NwEa1JaT1Pe0bNGbXbMPobbr4slru4UOhlt2Y2h7TLJGFNWrpxK2eO4uMTLCRB1eyQTjV6mdbEUv/Zxdy+uNM0CGDNXryhnAz/3+CkBxb/8+E30t2fiOXXWE3dG+tN5IFae2CvW7yiW70fah9KOiUWgOzFUL6F+EdleVKhaeqr9kbzP/kjh78GTf9JjukC+ziAa1p9XhPOB2xOFr4548Ks5+cdXuMdHhF++5fofPeLJv1jjFjnD3JBtPPZyTeh6CIHY96l/lqGsIS5qKXeNWC3buxZ76fY9zxEdESOqH/atmO6gFZACJiBB+fBILYCpLD/cMA+DpZde+ad74bEq8Mc10Wryj28EuzoGyIlilp43ZrX6ILiP2WOeQVVI0PURpSTrjKVBd+KYEHILU/AMkuGCaDcovf9bKRBOmarV4AJqfM4gMvFm8PvP/Fq2LRtGTO9TxYgOIVUEMWWt0tJQUVxcYxcE4A9UFwdJQMpqo5V2ylBrhtqI39Q8qVjNIr6WDV31Ct1pYSN50pyCn+j4AwNojPGFUupjpdSXY4zfAv4M8Dvp6z8A/lr6/rfTU/4O8DeUUv8pMkT6IvCrP+w1RuCtW+RTw/g1heoIfh5EXyNofG/IOujPvXjb9Aa8YhgMptH40qFTYNi5HKMiw8ghSwD3GBWNzzAqYIjUuue02vFJ7VE3Gau+YJl3hKi47upJY9NaT3NRkznJ8Pre4gtRoHepoXJUtcxMz7bNKUEEgY0mzGvUGECVRmwRZVuUfmgKouMi80EC6AjC1wqz6SBGlh86br+qJ2obQaaO+Y2ieWhRNhBbi5r5vQyYUwIqDorgNMpENKlvHJGpJDIwGBv5xHR9GgPLgbLueXC05qzc8s2Lh2y3pbC2rGSO3Ux0CkgDJbQiLB2sLbuHmvqpYfv5AdVo2geebG0wXRR66H1H8V3B//b3HXYaOEXsusNuB6Kp8ZVhm4nq0/prPc39kqPvPGH4s7eEXz3h7b9zSZgVZHcdurPYVUu8uUv9To3KM1SeQyGZvWo61C4FrbEnGFLmqJQEvzGoHWaOY5A66FdOxxh8P/37Mcg5t3/+YRWi9euPT4HX3GxR6614Z4UogT/I+piC6OF7GHGth4iPRoTK4/GcWJqpheFrCyvQ3YAKAW/ttGkrt/diUsnXaswQR6dPlYwCtVHoq0akG5XcxDHG/blQipgZQm6k3zz4fV/XybpUr50LJgQEgBridB/IBig/12MQ9VLt5S6SbUIq0aO0N7TQZ4daM8wV7amiP4mSgVbx+0r8H/X4Uafw/xHwf08T+PeA/3362H9TKfUXgY+APy/XK35TKfU3kQDrgP/wh03gYUynxSArKmkq+yh9EpRMe1XtpgGIus3k5NYC2YmD9D29M3IRjPgTzbOeR1XiciedzHE1KBXFxC4aMuWnQZKuHaiM69WM+blYePgo5bxSIrxRvrRSMqeBkkmBpzTi63RabhmipvlkTqHZA6oLg57PiOtN+uRmf1N6JwtDHdzAICVVWhgoUDvpo9bv3WDae4QyEhrpg/pcWDHNOsOetgzKMjJBXjtiOg9BynfvDEoHjB3FpQPDMqLSoAekr/Rz73zMPOv4Vy/e4IOP74GKqZeqCaee8oXF3ln8Q3EDCE5j8kBUnlApOhNZfsegN0aEYRT0xzJFLq4U/aOIr2RlvfnOJZcfP8I0cPHzBfd/HYpnK+bvB3y+SN5LQC7GgvZ/c83Nt8750v/nFndUifZn7zGtQ99siDGgMivZ4Rhw2m7C4arDEvrTwfAH9f9eY5TFKTjLtftUOuP9fmA1Doack/cR4j7YGS3thXGQFaPgTu/W03v+tCB3PEB4vPb+Dt6vOgz2bYe+9MSqIBzP8KWlX2bkPso95YL4kSlBFPhKf0pQJKKGFJySQ+hY7vtM458ck39yCzd36QlJ02HM0MscdTyjOy0ZZqP1slBb7c6TXe/QPvndj+0Dc/CZQnJsUJ/qFWYGHJggPmAQJ0ZYSI6kuo/kPlCsIssPU+VlJZN2peIDfvzjRwqgMcZ/DfyhH/CrP/P7PP6vAn/1R30TE64sjrvc2IhPX4lzHSO4zpJtFcOR+CHFqMApdOlEWi5lW0U5TNNmowPDWJ6mhaBVpPWWnc/JlMcoMYLTWsrioclwQUtQTN7pMYJzmmIH3UlEj1P/hAENUdH6jFw7Wp9hN1rwc0k5W3VyI6kskxtIaaYmUkxZSZ4zDZBSBhRyTSgUdiMg7hgj3K6oXt5n/RWHb8XmYxRI0DuNvheg9InaGsVqI8A0BYrSgQ9OJWlSvb8eNjAsBajfnEeOf/qSP3b+jN949YSb6zmxsWnAECd4i54PuNJgGoVrDHYx4HuDNh7nrLRVWsXuUZSWwBOH2WqGRRDN113E3FiChfxOselyurNAvtJULyNXXy1YHJ2y+M1XLN8zuGJG1IbuzHPyuRtK66healZfXJCvxAakfOVRrSNWhWQsbccoZh3DtBDGNft66XwgUT5NyrX+/gB6yCA7yJ4Oh1UgAXMcXImcoUnoCz/9nj4I9lQJCkBlaedTYzlr9qiBkb2Wvkt5HeS5Ru/X0IgsmD6MAudQa4fpB9TJQjj380wq5270EUsT+szirdpXhAGUFnqu7v30uJDtmVPN58/Ir2fYj14Ru16A6mnDUDFinKe621HWBf1Zjavl5/2RpTs5orzoyC42qLFFMsL/xo3AaKLWcl3GnqoPRCMOnZqUkaZzL0SFINCyg4TmEANrPyUg/aMenwkm0pSOx/3UEtjrGOZhygDDzsiUvvZTgCSCzT39TSnDJBtS/9PRJTGQ/R8Vi99MC7d9F3LqKBeqMgM28wxFhM3+1HTe4oJIw7k2I7MQC6FvZpknt6JIb3VgOxisCoQozomTjFqMUp6EAFWJarsEXUo9T6UhxPSzdINVJd2XH9MdW1REJP76QR4fIouPA+vPq4MSS6VpvKK9qlBBBmfRBnRjiJlCDSRusCImllKMoIRRTFQRbSPVG2ve/ukbfmr5gn/87Iv843/0M2LM9WSQwZTTaSAlFyAMmnDsMS8lC41zBzoy3BWi1QrCVCpEPUq3OtH7Is0DmH0C+Y1gf4truPveCeVbazb3c+LLgpNvwt3nDM3JQ+7/8yuOPrC4uqQ/UZzWDd997yFlAe1JUml3MCxzsvG8S/8HunSuDcIE+zT2dnIH2Aeg7wuWyfjv+0p+kGuT8KR4L0Ob8U8fyBnus8KDAByjOLOOR7J5GbNm9WmRmTGDDVEC8JjhHmScyui0WavXgiqA6gf05R1FldE+KNC9OKUyYo5dQG0dwyKTJCChOUYnVdS+rJdsTxPSz7p7JX72hOL9S8LVjQRxY/a9fYBGUTztKazBHVV0ZwWuUqzfLtFPSqrLgfyqQW0aGYQd9qIPA2pmpUwfHFhD/2COzzXZRnQUlEuJSKaJmcYXJjGWVBosxU+lsz/68ZkIoBEmD2i5iyWQir1ATFN16VabncZXMWWTCj/oaTiUXRux/EhiHmXisMeopMwOCjyTVYWLmvVQUut+kqszJtBb0K3CJoomSKkbgiI2Zi/ZZT0ndcM878i1Y5ZYSMu84bavsTsBQUctizIas79OeYbq+r0e6MGNqIyG+YzhrXPac6ElmiZgX94RnZ8eP/9ohxrqPV62F4ye6ZAmeRZRnYaTHlZ2somYdEdRoFMmDWgTKIqBt45veXd+yTdvH/G3/tEfZvaxJq+kGsgvLe7tlhCtOAH4lNEGhaodw0KTrTXdKsMsB7xXMGjQkZgF8JrmYSBbSxWhvKJ7PFBeicFZdyzUxOJa8/Cn13AE1/Oa5vKU8jISMnj+y+c8+idXzE4zjv/dF3z3uw9RnSjJN/cUw9wyfyaDB11lgpMscjn34zmP4QcHz1GnIAW5mHqI47Xh09drCqrpb/qwlyxUBwHvUzoIU0l7aMZzEGCAKfDJHpV6n0kjVnCQ49/UqJiwxNPrBQngXqfh38F7UVo4/vMatFiIR1ViGsFhx0xegz6gfMBuHW4m4iYqQNBqarkBmF7EXJSPEqBG/dXS4L72gPLZAvX01b7CAmlNHNBjbT9g1gWxtPTHBf2RZfsoY/M4p7qcUT3folc7CZLjZxnbHN4TC4tCWGBmO+CLkuuvVvRLwZbmq0h5FyhuBrJVj26TlsYsx5dm+iw/7vGZCKAAug/4Qqe0Wk1c2mDHkioSWkvmFP54SL03JWyKLOCdIeuEgRETxbIyA0XisWfGSyY0pIl2kqjb+pwhGgrl0Eqm6ds8oLRM0Vd9yZBsaUNQ5Neye6FFUGRIcCerA0PiwFdm4LnLMJ1ALIYZ7N6eJWriMXoQELLpI/mdk77PuiHuGrmBipL+rXO6UynhooL64w1xs4NU8mEt9uNLsvXbYnVSiKxayKSnOCnWt2oiWajU8xQCvHwG6S3IOR46S1kMPFst+c7Le/Q3JfWlnC/txP42v1X0D1M/bkQZKKYgGk4GQpdjNoZQOygCqjH/v/beLNa2bL3v+n1jzGY1uz39qe7eqtv4+sbttZ3YJuCAwUnsJDcSQjIiSkCheeCBwANKlCceIgWEIkAIpCgBBUiD00CiKEEkJigijru4b25T91ZzqjmnTre7tdbsxvh4+MaYa+5ddZs6xtSpyh7S1t5r7dXMMeeY3/ia//f/o7Ngr61SqIwfQdYUkc1NZX7PCIFdB9URvPV4n2+//RZHmxntoRn8UFvXS3djyd0fFMIb11h+tTRIVwHdgTLsYjjJu8JSwbU1/rQxI+qcFTmSodJpC0rAjFNK+J0zUu/KiyYjmPPYTtFu+1nnKAu3T47/kwSdEueM/zWPizlMZ6TbEhXV3rzRcyF5yjEWBUhnWGPV863D0xEVKocsF8S6svxiJLUFD9BA2Kms8Fn7BMMyKBfqE0eF5RUz09RQ+AS3yuss5R5rWx/rF5a42x9n8coR+ujYjKd35wyhRJB1g3aeuhuoHnuG3Zr1rYqTjxWcPbfP8u0dFm+cmSFNG4SdMoFUG5AWfFcwX3XM7nrCouT4kwvOnhVOPumQUOPaGeUayjOlOlGqszDyyb7f8VQY0LELwJF0rRMjuIPMgKqDtQyGSg0oT4pWeocsO8JJSQloYYbNJ2JjJzqG+lJEWPtRQROgC55ePU511EfCgc7N+1z3FUNM+kcI5YnQ7yhSxbEPPhMYO4nMix4vynFjxBDqbC7laaA47XBNb+GGmjaOtBZ66bw2iEnpaa5bpTkWQvTC3ldXuHuP7LZOYaM4h643LO4Kx4eRYabUjfUrowaEj1UCvg/JG01tdzo56a5QiiLQd0XCyAbavqRbl8hiAArCDMqzLQFE9XZJd7s3wo8IQkoVDIKUkZC4JuNpaRX5iG1cqcFBehP6y/SEsi7orgZmD4pRh8f10L2x5Df8LXZmLe65NUOzwA2mjfXK5yv2Xjziyn+9pLkaePRZT7sf0EoJYrpB4JBYADNmUXGrFo3OYF1Tby8byTymYbzG0bsk5xlhGz5PI4cMzofzf2e6wuT5T71BHYIZ0Fxkmo7Jc5oWvMaI5GPJedJcta9KJDFH6QW4lIY4ci9IUaCFH8HzOZcYdir8SUdxvEGrgmG3Yqh9aonURK1n320dWDL2xFv3EyP9XjaimgpAQyGcfPYKi7tLyq/eHaFkhnIozJiqjvhY6T1FhN1mYDEv2FyvOH3ec/bsPjtv7TB/a4U7SaE9W6MtUS3CiFZ8kqgc/uoJV3++Z/P8HkefqmiuQr8wPtX1zZTa0BL+0dcwUF9nPBUG1DoKtrtlLAy7FUsl1mlRdc66U273uASej12StnBqbOaV5TI0CvPSvM9SrE+9D4l8pDX29pjwUl0s6KKx1AcV4wadBVxlhaUhhWExWv5z3kB3COJNnbNwkYN6w365oZTIma9xKENw+I6RCKI47Sjun1gIMgVTh2AFhxDhxlU2H98nzNyY19z/zSPcw5MUrvTppvdp0fUs7gWOP82219ccBVwnYzGO1hFnEbdxlrcKAotIvehtXoN1KGkUjk8XzOednWOxHLR0JC/EPm75BnTP2N8SzHhSROu5V0EXAb8u8GeOIfGsSmrHxYF6JdZJMiKCbIRwJTDMGZndfQuzdxzuxcjxak7fFBQVhIUxCn38++/wpS8/w/yG4+CXH1KuDnjnu0v6fbW230WkvSL4VvC9R+KMygn+eAPDxlIhFz3LsZLtzNPXSYEvKqoWzYwGMFXvVdNnJdq6MT+XvdAUhptRm6z7GLcRRR7vZUinx+dSeE2AAOr8eDziHFQVWhRIm3Psbluhr0ozuM5Z+khLREq0NI2lYV7gTzoLx49WVOuO7uYO/bIwo5gIUFybCHQKIzgBEqeoMhQGXM+vH1uy0/lY36px115g+coJ8s5j2xCGwfA66RhzTkpCgB6cCIu3GubvONorJSfPFxy9tM/y7i7LNxuKo2ZUvR0bAADZdBRnDTqriPOS+p0Nt7/6iP7WPg+/bcbmZroP+4kT9z7HU2FAx5Y3tZs/zNLPQtF5hMHkHohQpGq7OIXcZ+sj2suW7j/hG7PxBAtdfRGIqSthSDIcfbCwu3IDQ/TGLJ96vcG04Td9SVFEhgflqI3ui4hzkVnR8+zsyIy0eqKacT5b11xNut4q0B3W+NUMWW3MWOYclSpSloSPX6O7MiNWwlALs0cD89ePkdN1mpTtlKpqXoZ3yN4u5SpSnhYM8ySL0VkYX64MIuQGMaG3gwEZPHER8YctVd3TtiWhSUsgFenwcRSei72j31XmdyUZPCXMhdmR4o4LY5sPPnE5iqVIBoEypmMwqeHMGK4p1pcE+o+ebRjfW+umbyw8tH5r6Drr33dltHMvQvk9j3nlnau4teP4JUd5dsji9RNudUvufn9NvwvL1wsjU15Cc8UhobDKfFT8agN9v4UPjcUVMEBtPO+Reuu8kmmofZFBK3unyWDaJZNtdT9fw/H1Fyrp7zWmhnRSQBpDfueQvkO1OFdpl6LYFpizl1xWsL9jHmcuVOXq/iAU68iwcMwmUCtZN1R3eoqDJc2NuQnzDYLrI741xv3e23qNiVHe99Z2jchY17CGjO0ch7nj4ecOLST/0n10vdnmhaMiIaIuQumRPlhV3RvZzex+x+whbK5VrG55Tl9YUD+ec/jlhuK4NTB/lhDH6g/SdIb3n5d0zx6gTrj5Tx6j3nP8mV3OnncM8/e+BN9oPB0GVCF3FITSCA2GeSLLEMvX+dYou8aihWKh/SyaxDAQa8tFeR85nK0pXGTm+lGvqK6N0q4sAsvSiJYHdWyC5RpPh5qoQlX3FD4S1BkeVYUQHPVDZ+qg+wPLecferOVKbd+z7zc87JejGme/KSkaI5aw3VmIi8q4II7PjA1IBNnbpX3hCt1+QaiEolEOfvUIuf/I4E6zyvJL/QAax3yXViW6qJGg+LWdGy3AncGwsBZM35qh8htHnHvCbqA8aNDoWD9cMDL0FhkwbpIffWf4UXpHWEYkeitObVJu1cPibcfZZ6zSThRkk4p5KQLQMtHt9bYRMiQvVNQA/VU0qrPkpUjrCDuReOTp9oT5g0jRwP0XZ9T7jdUa5krcCezPG07v7FE0ZnTXNzyiu8zubXj+H/Y8+M4l3S4sHqn10CuJBMPRXJ+zfHgK7TSMNogRgS2sKRWLrNCxzV2CpSzG94YUThcO+i6F1ue9SNv0DL425idFEuzJbeFJsP09raZP1FzH/v18bFHRtjOjX5XmhWbmr7JKgH2Bg13i3hyiAeYZEiIkWqGoPOlprswmXnj6fbrCHZ2wOD1k8+Ih3a7DF1arsDbXaGmVhbPUW2UpmBHknrTps0RHDundoJw9W7K5fpuDL67wd97Zzr9PKIWGLQjfJechgiLMHvbMH3R0eyWPP13w5r84Z+fOjL3XWorT1iCDYGkKQEs/NmTEWcn6Y3sAHPzGMVd+ek33whW+9E3YqovjqTCgY+5DGJlfyjMhLGMK/8z7jMtghQvJVXlw84HwqKZuhH7fyEaqeuD5+WMWriMizLxh8uoisIGxJbMPnj46jro5rjZt+i54C819JKqwLDv8PHK2qSnW0FxXllc23Ng94+pshRNl329Y+Ja32oOkn+RhSAWxPMW0eGJV4HYXMKuI+wvaa3PDwUVl95UV7tW3J1AY8xZ0x14vfT/msmJVEhalkVo8hvYalsIYSRUNzjQsrdtCZwEpIuHuwlo/S0Vrw3ESJeUnLV86hKRyWihKJJaWB4ulUK6MHWn5VuTsRYd6NcZ5ZATHy2CYVAOzC3Fu/3Ots/NSKFSRWDjmDx2bmxHXOsKuhfGohYblWqnfLvBXIqqBbhFZXltz57Vr1I/dyIG5viUM85L19YLdOx03fuaYk0/vjV4RAvVR2EpALGZwemYeffJCR+MYt38bvlLeDYQXIctYfU0+12nlPjE72eN4/jUZ2jY1uqnANAL0x5fruc/QyWfqMCAa0bIadZ2sUFONG66xS4FGj2s625QTPrN8XKAvzcmdUtIP0LTjWpSmZf76McXVJetblRWRwjY3Wq4jmigoBy8jJV9WSfW9GkBeU+Qh5iyEUrj3fbvsPL9g75fuoSenI52gBH+uy8pp4skoPThM1noTuP6LgWHpOXvG887nZszv1+zeaSnOOkg9+NPQ3rUD9QNl2C15/G37+G6P3ZfPeJLxlBjQHMYzsg4NC0UrM6D+zC6MWw7E3lm4mPq8fRGJG0eWOwW4slyP+U8vkd2ipSoGNl1pMIzkVbbBs26t1XOnNOb6bkjkBylvGguhDQXNumLeGMN56QPLouNxs+Bb9u9xrTzl7e6ATSgTI5MReGRqs9zbn/uK46KiP9ij37E2xuWrZ/i7Dw3onaAudnMHk5XoeuRsDbPavJi+J+5UhLnhDasz63fP0glZyMs3FsYPOwF3YvMq1pKkFWSEOqoouYo+snWr5Za1sDC4OmbU2I4VzB9Gqoee7uaAbOx5Vcy7rK1SFYsUxneCzk2HJwKxNq2kOLfzIyHpGC3EClCN0O0K5Sqyc0c4+kRFPevYf/4xi7Jn+NV9XOLuGJaJVq0UmqtCqCuurgd2v3xKe3NBLIVux9Fc8aYXDwwHc8qjetIRxhbwPukqGnGi6f+ajJxqKqZMi0i5sJOXdPY6iwmJyIjHlAQxugA7yuMC8ci5/2ejOcWEOmefB0hs0cGb55axoyEg6wanOpKPWMElWi6475HSUh6oWn5005ghLwpkPjNKxRAp3z5i77hm/cIe7b6DSnC9VeTrk0g/N10q4/20TjatjCC6aHWs3GduUN8rcgqrG47ND9/m6i/v4l+7Z2s+RuMxVYWQ70sxI0zK2yPGjjUou3cGYiWsr3oefMeM+nHN/MFAeTbg+rCF8aVRnPXsnfV0+xUPv3sPfoH3PZ4OAwpjf+0wh/aKGVAAOodvob1uuRB6Zzd6EZEqWtuWGD4QbyF+XQwmGud6ZtJzUK6ZJXG5MzEPNGM8oxqH5lZJ0yBQlQ80Q8Fps8+6qfBvW3N4rHSU+b06W9HGgre7A06GGatgFXuKjuLUoT5MSGQdWnqGZUmYGcvP4s01/t4RDIMVkpyMUJrkCo0/8Wxl8rt7O+j+LiGx9otaF4VvZWTxdp2dw1AZtKR67CnOhPZa3GrKjOd96z3lllhI93kVCK2nO4hUxykvWtqhxUKY3xO6W9a5JcG8MnURt9MTG0+shdg6irUY47paCoAEBVSvDHOLNtSB21gbaaw83QH41lFsYDbvqMueITjufPkWL/xUx6PPVEBSpzwIcOyRAR59V0Ddghs/fcL89WO6mztI8KyvF/hCmD/oDNK0s4C2NXKQrzcuenv5uYtwI9XJ5pfaJ3O4/h4A9+3b0vlPhm4c7/HaHHKPr50SiUwr7sOAUFgKKPfL94MZpKEy4+ocFKY/pX2ATTOy1dN2ZsDqCma1GU/vzDMNEXl0ys7phtn1PVYvLJLiqYwkyr5llOMJdpkMBofgCkx4b6zS2zFXZ+aN3v2BXRafXHL4s/fQ47ORzUryOXYOgpIBOuI80aWoNLE81SeR+gTaPcfjT5fURwWL+wPFOiCDYVanxbzytOfg9Busg68xngw9+tswNJEE9DtiN76zH9ekQxSIZyXSOKQTy4VGIfYW+qnDmIdmgdIFatfjUXq1PSIkvCbAuqlwKLPCeuk3XUk7FIbn9JEQHXVhod0QHUPvWbxtLZnqjcbt0WbBeqiI6ng8LAg4HIYH7WKRqNlSYUwsJG0PLWe5ePWExRfu4e8+Nq/E3L00T3cOXK1VifTDWGnVkzOICTPrAFXTFz82zz2Utgmpg9kDoTqWFGIz0neNLbKCpUSA3BtPEOiMy9OKEBaOj6QlgtVZKmFxP6lu7vcGYyojzAJxXRj5iBj0ybVi/Klq4b3rXCI1YcytjqkAseYJFWgPxfR+TmtidOzNWmb3HLN7a67+Zke5Mo+6OPP0h4FhqZRHnsefG3jjR/Zpntsz9MM6sLw3ECqhXyafIRXvsmyHhgQnmuQiz+Ez03PnCj65hz4XjmRbfT8HwH+v4TJEKhWRUuvnOVanaV50mhvNr5t8llTVuQYAWczRnQUyq7fvG0IiTklVa+dM7SC1FvvWcoWAva8sLfQHM6jrZtsJ17QUbz5k7zceM78/EL2tvRxNFq3ln21pyYQI2fKkuZ0yp1hiYde6PlY21xxv/tht+s8+d25jsG6kgISAdAO+Dfgm4Nsw1kUkamLuF+aPIocv23l9/KmSo0/VNNdr+v2KWG/Pc24jf5LxdBhQAS2sgDRKG6QjK08k7WJmTH1jUJxR0ySFy+ot5Cxm/VgR79XTJAM6REeIBg9qT2tWQ0XpArvzhiE42lBQukDlA4UPFBIZgjMA/bqgXOlYqeu7ghAdx92MTShZDTWlBO43OwzR0QwlvknEsUUqkkRYfOUR9asPrBIPWy/jYkdKvhkzqUTuCU5D55kfNBvGSHmmFGcJiB4Mt1kfbRP4sYLyWLZeRioCmMebCweT71BLY+AslRIrDKhfiAmQVYJvlfqBH4tG0jjTmF95g1H1QlgGE/hrZcTsGxxGUtFJR3hU5mQMM8vbxsrOHWcldTkYQqKz7pHqccvhl3vKU2zeZw691jHsRuavlXSHyv3vqFg/tzCKutXAzp0GBPorC+Jyhh7sbid80dvL5MrObTWTptcsh8cXe+OTEZWpERyZ7902hH+P8PycAZ8eT87BTl9/EeqUEQAAdZ28y/SdU+B9VkYYLlT/VSkaRWsPdYUu54ZNBqTrkba3TeWCxy6Pjln88h0Of/0EiUYfF2oZcaHlClP+FLuPQ2VpuljIKD0tKYecpUrqI8MBv/WDc+7/yIvEw72Urw02p8EMqHSD9eM3gfJsoNgEXGc5WQQ21xzr6wXlOrJ3JxBK4dFnPEcvlaxvVtaiWnljSiufzBQ+HQYUuzH7RZIx9hhmcHCm77IfkMFR5MLSXm8nXhTtjNiAxLS+u2xMnwhl4dqRaalOIXysFVrHvOi5MT/l5uKMWdVz2lajqqYTa/NUFZyL+BPrvx8SU5AC3WA3VRc9m1DyqFsCULnA/c2SMqXXcj7yPaEskzG2tU1JLDIrea70AnhH2KkxmEjEJ815N1jlPXrLfZo2uv224pxSNKkyD5gAlzCSi8gkrEmV9RjdiAeNpXVO5fdmfN/8riJnBVQRGUwlYJRLqBTmgTCznGuuxBo/ab7u6Stb2erfOJKkrrK56pi9bXwGd+4f0u0nmIsXZnfXHLw8UGygPHPIowrClkHq7DMdJ88XbK5VxNLhukD1uAOB5tZiLP6Mec+vMcbe9ZFw5EIh6KKOVb7OmWnrvcL9ELZwtukaOOfhTkL1/Lr3WD8iiUwjtZHixDzFrk9pBDfZqFOEk4pFTPKwrldi7dGyMKq/wpvX1w/Q92Y8cwtsOg+a0k9y5y5XfuYuO28NCR9qHmmmRSw2Ni+TDLHnLcRP9HTRKvOIvc+3yuyh0lwT3vj9V1h/2zPjuct98TIY96hftfhmwDeBogn4TaA8i9THlh9f3/RsrjhmjyP7r9h6Pn7Rcfp8QazSPebe+778RuPpMKBiXTPDMoWLKYT3q8Tw0gvlY0d3fWD/uWPqhWn0iFcrWiyD3dAqDMHY5PuUXInqWHjj61QV4sz6rwsJ7BQdzyyOeXbvhJgUNferDVUx0AdP05X0XcHyjjPd7lTYqirrcNr0JY/bBUfdnON+xmG9Zll0dENhmt+CGY20UEZSXXj3jTINAbOxzOJmqd8ZJ0hdE+ZFovoTQuVo9629tNslqTcyep3F2gDNVqAz42rnl7EqbWF5Oi6npmuTSUZS91B7xbCdWyNrKYr5I8WvHX4WjA1cwadwXb3ijksTKcsZiuyFDkkvR+zGKVd2jH6dUhXpe9ortgk0fcHwYEZ3JTIsS6QPqHfM76658oWB6gjKY1Pk3NyK1gLs4PTFSLtn18+0qRS/GWzlp+txrk/8a1DSnfMOp3lLeBf2c1zWEx7McwTH+fc0RZA93um4+H0X1oxIBvKnPGFu6YRtX/x4rDKmF8hkIDl9VBRIVaFeCLU3km8vZlxTpV6HYYubjZP5p7UqVQWqLL74gBs/e2yyzUBuxoiVORMuGIpjSMWmUNt6ta7DSTjtLCKZ31fKM+Xe95Xc/dHnCdf37ZoNAdoO2XRIH5C2xzU9fjPgk2NRrgKzo0h1YveAwayE+jiy96px2N79XRUPvnPB40/n0Pf9jaeiiKRAqFzqPsJ0fIJQHZm7V544YgXVQUs3mOwEagD6GIXZfkPTLBFR6nJgM5QcD3MOi5X1t4sJvkUl9cN7BjUA/UG55qWdB2yGEifK1XrFaW+yxN5HmtOa3UYZFmIFap9E5TA5j8JFM9jBMyTe0E1XsugZb6roU8K89NAl/ZqL3knuWgl242kSGJMhnGvL03ltks+VEcRmqdliA8UaurSzs4ZhLtSPdVTA1MK6f8KMsbg1Ymrz6J3hQlMxyblILCO6MzDMK1NpFKwLRswrLVaONggyH9Az89zLMzd2QoWZtXe6bpJ7jYwqiipQnirtoVVTdTcSnRCDg6iEmcDgKVaO/nrP6fMV1+6eEeclWjjmdzeom/O4sBu/u2IQLFl55GbLI2pmxz5prJvnPru3QTYt1PW7wtIx5H6vcHrK+3lxjLnQbR4U1W3LYg7Fk9F7zxzrtDA0hTZN0wDT74vZeBpyw/KqpL/ThU2ebp7naNgvzHmb585rNG4LnPlYpRhfsz2GdHyqlq9/eML+41MWz1zh9MU53W5OZ9nn+m4ryxxD8j4747w1VIZ9tKZopFyZd9ztC6//3l2ufGHB3m8eIZsWJRjRcurFlyQ/omI1kmICp4qekRsUsvifSV+3V54sCfqUeKC2O1gHA2YcV57FWzr2YOuzDUNvGM0YHBRKd1LDTs9y1sFOj0YZC0UP+yVRhV3XsOMbdsqU0XZWMW6HgjYW3KhO+b6dV3hp9wEn3YyoDp+lLxT8owLDJWJnazDp4La3bo8isduf9RXtUNAFz2ZVGUnsWG1OhqPMpAs6CePCaEgldxvlTpiU77Gbz3JXujOn3/WmVKnK7NHA/heOcYNamKRmKHN1M2t3uwRzcj3WEx+2594OEnMNXap6TfEeKec8LLcLdMqfOHsEHJfophi9VHXmgYdZrmLr+DWjPC72/35HqFaWr/WttaBqkfCrBTQ3E/GHgBSRbk8sL5y8qVh5Zg86dt+IlGfC7F6BW1lxKzQef3vDW79b6Hc9ft3THla4oxV6fIKuVucq4aMHOcmBjo/H8yEWEVwM5Zk+tMcjBZ2IeYUX0jR6MRKZjovsSul39jyJuu2jH+FUObwOZjATYF673oD+fWccnV1nhnGKM/XgN1ZooustVZJzplk3ybtzHrsk73Vco86hdYmWBeXdIw5/6RE7b9r1s7A9EZF0jJryoYIwt9zpmPfOx+S2NYTZQ6U8hYe/w/PWD1+le/7QvOXCm+FOuVppg5Fpt+aJ+sa80XIdKVolVHD2rKNfCMu3IwcvR679Ik80nhoDGmq7gDJY7qw8FRYPLX8Wrvbw1oy4KdifNyZc5sxLrRc9e7OG2bJDg5Ea71Ytj7sFp3HGOtZEdcx9j3fGoF4dO9452yGq4CQyk55vXb7NZ/bvMfcdlbcL7pwyf8dZyJE0VbKBETHPovSBRdmZaB3QxYK4KqnO4kSrJYcoij56bHhP+4Jt+J49jzGH5pgKgxECcrDHyad26eeGkSw2VhyRPpjtS4Zx1M7Oucv0dWGWHydd9sioVGpFOUbPEyD2jiGRjCBKt6cTOVgZjWB1nG6u3jqMgJEF37XOAPRqN4cbDMbiemsL1CqpgLaKb9IXB6wwWJokrc4Dzaoilnbu17cVWW1wm37ckLQQFvc69l6N+Na4RXVVIF7pVyVxN/Dm73E0N+f4xkK+fN5Ho5kq8aOBgq0nOvUO8xjDfT1nZCAZllwEnHQSbU+ujhvAmIO9mAPNYwJnO/+0ImWxNWi5qp9/cp997rkfN+9kFHOhsirRxcyKOjkd0BiUKX/WOUN/ET41ruEkAz1Z17Ju2Pn1e9z8qSN23rRiZG7T1RSmZ2cj1hBKOecAjHNNa7k6VZZvWkH39R+Z8fD7rqEzM9hGRm34VtcO6SdQrgd8E023vjZyn9kDZf4wJkietaA+yXgqDKg6A07HKivkCYu7yuaKZ/1swD82lp5nn39IGzy0Fvf5laPvPaUL7C0aiBgPqO8ZouN4WBAQAsLcd3hnDEpFai8/G2peXt/g7rDPreKYb1+8wdWkWtUFz2ZdU56aFxQT+S9eKauBwhtpM8BmMGuxU3ZshhJ/6pPudjJSzuYVM4h5vbb2u9yLnBc8F26y/H/viJ96nse/6zaxFKpVTC1y20Xthm3baCysgu1SX3zRbA1frMwLVUleaP6IKNs22Wg/5hCbdIkI1imUWLJyTjMWULRKmdItkhiWUJIUMduulCLzWNr3SgC8eZpnt70V3jQVnMTEv0ShXPTm3c6NqrC/0ROeuYo8PsFtelw3IH00pcd3enbuWN98+dgbMXaWLznsef3H4NG31tv8H7zbMObxXoWlEeQ+CYOdbH/y+6aGJXuduRo+ZX9KYfi5nvmLxvJi1T4TIueNN4fv0yEO3NcR+vEOmdUm7bE7J+7Nx4jpnMH2lhMdZTkmQyeUcniHFvZaCr81pjk3vGo4+IV3eOYfn7LzluUfR5HHxBJm/L8GwB8N6YVMg7V3w/wd42g4/iS8/mNX2Lx4aHpL8zKlEgKuNaiT9BE3REP6VDB7FKlPot0XGflxUfbmmxxPhwEVRvalsBPwK8fsyCpwWlq7XvxYw7LseHSyNNA2Vgyp655F0TEve/A6ss/H1OPusYp8JhaRlKxeN9a22cWC42FBoyW3yiPaWLAZSpq+ID6uMGJYM0SyCPg6sDtvubJcs1u3eInUfjB2Giw1YJLAmn5IjEVinUPeJ2hSe174a5js8hMiC13OaT73Iief3KU8i1Qn8Xx0rfb+DFfyDbhguDs3KKEyQlkiDDuRUGnKQZoX6jrzBCWTI8cUvgcxeFJMnd9iulS65R4ZWb1VTCVRBrG++6SKKsFCtdFrrTURXk8ufrDj8J2ON5XfyMjyNJJFN47yoGW231LMB17/0X10OUdWG6vEnrX4zYCosrg/sHxT8Z1QnDgjlS7UGgUUjr+j5+3Pv7g1aE7OQ5XyuFjYea/c55h6uWDk0nUFUriv29A/V8HjxIhOPu9cRDIdee3k91TlWACSWY3MZlBWyGyGLObIcp6q6SnMrmvrl18ukd0ddDfBuaqCUVs9Q5wSw/3Yw1+nLrj3Oq5poezCOdBsSBPe1r/9iMP/5w63fuaM6kjHPKcbtht+qJM3Wm1D+lGXKb0+o0Lm75ihffOHCh58bp84K1Hvx44r6YZRpqRfOBYPA/VxsA6oPF/47avCi8i3iMgvTX5ORORPiMgVEfkHIvLl9Ptw8p4/JSIvi8gXReT3fqPviEWqDKvdhNVjE3lqrhn2M9TwsZsP6aJn6LxpPieatFmS7siSH01fcNbXRCQJxhlR8jhhbxX7ofNUPvD2eo9fO32GR8MOq1hzlnAXpY+Ux24UtsMp892G564dsVu3qApeIoXLpCPCfrVh0xfUx2yrzenHLrqMN5yqWg7qAuB6LDxUJd1zVzj+zmsMc8f+F44pV2bA8o6djVdc1qMnWWwsmX6x6u1726AyzjZX391oPNkWj5yOMhzaJ4q6KGhrUrGunyxqcxYNh7pOqYHB4GJjesAuFf7M2bEl71cGu97dtUB1pkkYz3hC1Zu8ctxPveqC0ew5I4dobgXe+ZdvofPaZDMSs7oM9p3LewO7r5qxLs7clo8UkMbx+LsCr/87n4Srh6OHmHuwNUmAjPm+i5X5KRQow8wSLEgTtOdcKD1lsc9GcFqtn6YLsud3kaVpUnWnKMxIzudbqQxv+E1ZztHdJbqzQBcztC7NaM9ncLgHVw+JV/cIV3YIezPDfcaIazrbUNsB7fqRIyAd4Fb9MxvKaYpieuzp9YiY0UwebFrcIzlI8fZjrv/Ufa58oaNcpesSrRBqjGdmSIeF5UYzskSyz+EZ++zLE2saOXteePOHFmyeXVrOufSJYd/TXKmojwPlacD1it8kRqnBClQjRO99jm9oQFX1i6r6Xar6XcD3AGvgf8O04X9SVT8F/GR6jIh8Fvhx4HcAvw/470Tk68QSdhQSLVxzjWP+QFnfMsxn9dgRbll/+dF6TlyVkMh7tYypCJjChCLSNCVtKHAoUbfTcylnWWQu0cYKPkfNnNdOD3l5c4OfO3uJV1dXExTJ2h8Nj4ixEgn00YpMNxanLAoDuO9XG24uzqhcoBsKquNEpFxt9YrcoCMTzdjB0g9o2227WXKO6nCf9bc/y/p2TXUS2P2Ve7jjVSIJTrumJinW9Jm+jbiwZR+CiYH1ZvSKM+NMlRSixwLjQkxe8uiBCowYp5ySFSAIw2KaB4UsUOdbixRksPxmzsGOwPlk9F0vIzeAXQhwOz3dUjh8uaM8kzGMl9ZBEPqmwLeyjS4G62Ra3zSSXv/oZNQZd70JnaHK8u2endcsdVAc+ZFqT72lGFaf6Hnlx2/C9StG95ar6Jlz80Je8z2hRrDNKY5EzHpeXmMSkuu02DP+eyIfkjuicvomty+mdTMay7Ika6dr39tm3HZbgHwSXsuer9bG3hX35oSdmjA3qRjXDEZM3HRG+NEMli8dN4OQuFN1axjzsRdpMxhzsJM5ld5+6iJ5uO82UNIPzL/6iGu/cML+K4NBjZaMLF7Wnmn3X6zsXszr6dzp9/ae8tS82Hu/0/PO9+wQZma4+73KCE9OOoM5rQe7X1KRqWiUovnaOOCvN95vCP/DwFdU9TXg88BfSs//JeAPp78/D/w1VW1V9RXgZeB3fr0PNXIL+9s35kV1e4pbO2Kh3LxxzLov6YO3mwpwCbztXRxvrLIaCIM38mSJyQst8BiUqUg5UABZG4xp05Xcf7zLW+t9oho+dFb0HD3aoWhS7jN5ZX1v5CNBHZULLIqeyg10seD+ZmlsTl1BtYrW/15tE+UqYu2XUyZzJwZEzu13dUX4xG3W33KNYeFYvtmw+OI76NmauL/ctoamGz0bZBkixSaMoXA+l8MieaqFcXm64fx5F7VwP3uC0pvBAiy0Ts0JqrY54ZRhL44FonOphJg94xS2h20hYAy/UqFrfK8ADmLnaQ9tA6mOzFMu1sbkRBD8wxLXwup4TrOp0NY+uH4Ejz7jWX32Fv6dY+tOGaLlQ5NS5PJeYO8rZrTLR4XNbx5G3oTmmYGX/+g14sdvGRC9LEaP8BzUaGI4zxWZ4Fz+cWR9n1bz7R/nDVBmjZ+A+XNl3c7/pPsoVd7HNt+4NchTaWRtO7RprEA2hC0vpgjqPXFWEGpvYPnC4fqIrFsrGOXPm0C6RGQkQzlXRBor/ZrynQl87+1zY2XaRNn7y0xIkpnip80HZYFbd+x8+Zgbv7BmcdfSNsOMJHfOyPEQqtyVmI4jQ02jrbHmmtLvmkT22Qvw6h+c8+C793BdpDrtx/tGouJ6u2d8Y/WEUZPtfY73a0B/HPir6e+bqvq2nU99G7iRnn8WuDN5zxvpua89JBkqMVc8Fyrqx0L3jElkRBU26yqBsF3K6wmz1LPeDoVJEndGURfV0Udr5Qw4SrdV8VRvF6cPniE4+rOKt872eLM5oAkl9zc7cFzad+j2GEMwvGdUoXSBJhQM6umCZ7dqGdTRnVYUq0ConeHeUlEmhxxSVbYYp4n/ENAr+2w+c4vNrRkqwvK1M4p7x9C0SGH6MLnwoo7ULgduMyDrFteGcXcuNjnEN4MaaqOhkxQaDzsKblJMSgtQhuwd2Y9meelMYF1GtIz0y2TIswFX+4zF3SxNbf33Wc8qRxcXvQcJdm6kiHQHSiwdiwcR4zAVymMHYqiJ2UOhvFMRTxMfQjDW89lD5Z3vLQk3D3DvPMYdr5GoxsCTwvndO4HdV+x4isfJiBZ2QBKE/iDw5X9ryfBdn7SOngvV7ncZzO0/xvD/4uvf1Qd/AQy/NcwXPvfi4ykI38m2MJRTA7kRIB9Hxn9ODHjGIMfCEStvjGdDxJ01BllKxxS9GLnKxbnGCdwu5zMLP6Yxsvzx6JE6LP8/WLeQawYz5hOi47yJjNCn0uNPG6791Dvc/idrFvcMnRHqSUTlIcwy21N2HrCNuTdehPb6wPoZZfbQGL4efk/g7R+c0S+2LFTTKMA3gWIzjEXf9zu+aQMqIhXwh4C//o1e+h7Pvcu8i8i/LyI/LyI/H05XhJl5HdWJ0h7ImDfcuWIl86YrjUyktw6WXEhqE5OSYsB6OkfbF3TRs0pkH+NkxUDwYaZopeNjFB483OXV4yu0oeCd0x0rZKhdtH5PkTqg0ZQ5V13FaV/jROmCtxxhEqlzpwW+i+Oumc9IxoJSbCUY8A63v8fw6ec4+dZD2sOC+nHPzq/fwz842eq7VCXDshglZA325fCd4lcd0nbIEA0ILan3OEGnZLDKpgtWFXe9aTqFOm8mOrLsx1k8t2Fs9ZIt/SHJa+x3tot6PLchhUHRPss3AipbqZFsjB3bls30vK4sRB8Wjvn9jmIlI6JABkf9iNSqKhTHHr9yFKeO9lCYP4wUK7jzI3sML9wg7syJlQdVis2QUiew++bA7qvOhPYel+a9lCb5LL1tLF/58Yr1D31rynumHGjO33HBkL4X5GjsJMskI5Pb6z2q7Pnzph6vSCpoTfCnY7Xd+dHA6hAMyRGjFYpGaFHYAt/fq5qPpXuKk8bIQVL4r4XHpQYPqWvjEB0GC9+nuOWES9bCW451XtuxDmHEnMoQx151aXoz0pvmPJ1fPg/TVtakFVbePebG//02z/3kisVdY1qL5bZ4lHvqNVXks5NSrmBxpyAsI6efGnCdUN/3rD/W88YPe44+PR/PwyhrDMig+OZCePZNjvfjgf5+4BdU9V56fE9EbtvxyG0gUUrzBvD85H3PAW9d/DBV/fOq+r2q+r1+ubRCxMpORneguFboDq1I0wXP6WqG2zi0UDOgCq6yXXzVVylsN+hLJg5pQkETy9EbBYjRbaE0mJ2QKqKNp+0L1n3J2TtLMyopt6JJwqOqB7yPrLuS427OSTfjrEuEC6IctzPqh6YvE6otDGPMB0Zs4WVJhSsHNN9yi+6wojoe2P/1x1RfNYkDvE+YOrGCgJORhkuddVX4NtpNEOJIeJw7kzI3KA6qI7uJijW41jSLcntl3l98I7i1VaktD6rv2vZcFSCKebAw/j9DlWKRJEUqSyP4LjErucnrxfKtY060tc2wXyrdjsM1gaKZnC+v+MZuItdBdSyUKzFZ5D3ztHbeNGTC3R/YJbeYaumQQSmPe3yrxEJY3AvWljuLxo8qakY0t7Z65fXPK4/+wLcmlcup5yeTItAF4whbtcxc1Mlibxd+JFpOU6oJbiZxj8q0wJQxqrlqX5VWaS9z/iSef39mXXJ+1D0awf6TNlLfDBTHG9zpxiSeczPCwXIyV7f1hJN8zNQrVe8sn7qoLLc6S3MNwe6rpNEubWJw2jTkltEpzGn0WMGIj4cwisQBlG895vpP3uH2P91QP9IRK54dkiz9A+YgEKFoYHHHUxx5Ni/0tDcH6nsFfiM8/KGW139kRrdfpp5/IxdyTY/bPJkBfT+tnP8m2/Ad4O8Afwz4s+n33548/1dE5M8BzwCfAn72631w9maKFYYHLZTqGJrng3l1MRJWJUVnWFHfQr+roELTlSzKnhCFwgcLH9LnRnUjKxNgbExqhsW1jj46swEJ3zlEx9HZAunsooY5aAkqivOWPx0Gz+6iwWGyyl3w1IUjBEfTldSPGPWdZNiGrWPesK6MoPbZG2ye3QFgdm+De+2edYnkSqcm0gQR+v3ZqIA4zKzlzg1K/U7SyU47efburPPIMJ/DTCjWRkdXnRg0TKoA4scOD9SkNnIYn5nlcxhvOFClKCJBlLA0NnmnWwPsekUqoTpWVp8c4KFBwCQVjaQDFyUZbjWoleh4Q4RFpLlqDEL1IztO12PeZqsMCaNaNHYuXWtk0f1cqM4iu3eUk5eER9++x95rrbHrKJbrWlkbaiyEvVcD6j3rZyLuqCTuD8jMogt6gUG497sjQ/1pbv69V8ybgwTrMWG5c17ouXbLiWc1Lu5JQJY9wiEkCFW7ff+Uxu5dn+G28i4hIqrWWeQECo/ODFohAM4Rl3MrLuY1FDPpBrh1i7QdNO22400c7dWZ8TeUBdJ0BnsahtQ95SYFrElOdzpHNZIXEr5ZUvPHFEuacaFjLpTk1RYenZfovGRY7jEsUrE0QQGL1cDVX1uxuTXj7LYfhewy4D6kdZ9TQr4zWJ0+KlnfjoQZLN4SytWM6OHBtxdAMa5x19u6+m0jVBaRBfCvAf/B5Ok/C/yEiPxx4HXg3wBQ1V8XkZ8AfgPT2vsPVTXwjYZCuVJWt2Xs03azARHldDVDGiOKiLXlx/rDiDjFuUgxgSkRoesLImK4zFjQqyfgRvnhUFunUzd4E1BL1zJGoXkwt3BTM4zCvJQs/VtWA5UPlIny7sTVRrCcyEf2T+LILpM3hkxtJ1EJuzV68Dz9fonrlfmX76NHJ4zKj6E3eMgQyODrbr+ymyZV9kWhPg64+0dGnluW56FLqaCTgclFY3CQ+thY4SF5gekY1RuHYihSSC1WYMmsTBqEQbBNpDYYUb/jmT3UbZtq+l2uYPHVytigavNk/UaS5wk+yshsP9ISRuM7CDXEuZHfNtfKkUs0pyJEDWvronkcxUro9qFaWa53+SYcfwLcULHzRpdSHR7fBqqTgW6vYJgJO3ciKs6M6EmBHvRIEVEc9CC94+H3BtorL/HC33wLPV1ZRBAmnJ2TziQRQdHzcCTYeldTo6O67USbSiuPgHS/fS2YofFsc6c+sdwngz59rc5qdFYS5yb1wpDaPodgufQGKxhlNvzcLuyU5krB7HEwbGmOkJwzntIpSD9EhAHWrXnRqdVTGmsP3bKKTbzfsjAj7xxxVhDrgn63tJbkJKJo+XpMT0mSR6mGXNHr5n2IpiiqT3pbZ/a6UJO6qGDscCKlAF912+dCShG78ymoWEL3hED6b8qAquoauHrhuYdYVf69Xv9ngD/zzR6ESmbwUYaFAaD7XQO9t21JvynxjVHbuc5u0o23vNy1xRoRJUYzkL6x7qR1X+IlmvFUa/EMahRtWkZ8U9CHVGHM4HGgOPWE2lQkY2nelpsP5K6cwpsByd1Hmj43REe7KamPI6EyftKck9Ry61Csn5mZkuZxT/XqfXSVVTcduAh9YGRfGmxBx3pStEmGqL63soprCukkxm1eJ+2qojlfZMD62WPj09R1wXAwUDwqxqKOdSUZmYe1ZCYj6s3TJ6lqujIS1p5hATxMSXkxIojoLc1w7VcDDz+bSKXFuspWz8pYjZfBFnGoLNyXYIBpbWCYecrVgAwlYceMZMz4zWied75ZisbyscPMvNXyTJnfdxx9SvBtyezhYBXduTeugHUgVCbet3vHPKv17Yg8KtGrHa4KRDwa7BycfWLgq3/0GV786w/hzbtIXdnmJmJ5x4z/zCMD5aM7//hi3i8JvUlVoW37rjB7aphHr3aCC9WqtD71vt/mHqcwo9y3Psm5jpX2bKiz8UzH2e0K61slz7yVibTt80ac6ZRJLLHZx1lBnOXQyrCXw7Kg2/PWMpmB8EnnbOT6hdHYFStznIq1jtSPsYRutpVHjmndj+QzOU3lbdPPrGeSWnqzgXSJ8GakSEywuy3Mj20O9QnHU8HGhEB1Yt6SFuDW0F6PVKXBkmi94cKSm274R2upXJYt66FCxMJMCRA6P8oVd8kDbWNBN3hiElCTYPlQSI6BV0JwBuauSaJoGF1eFJqNXf3eR9ZtxWlTsztrKVykLgbb8VYFfhOIqQJP3u2mLZMC9b21aSDFaKFcTCFd1483kiYuxuHG3sggY+TMQn084I7O0HwzT0YWUstQphzmWBJejLXpxKPPbxhiKspk5vAydU71AuKsr10FKeNYkXfOGLD6PZ0UyWwFu2C530xo61vG/vdiY3yqIyOTT62eYUthqF4Ylp7ytKfYKJvbUD9IDD2jMWCEnBRrYX1T6RdCdWopiOrYmLPuf7fj5s8VzO63BqdxQrG2lEi771FH6ql2dFcDnJTIlQ5fB0JI+N0IzXMdL/+RK3zif/XIq29aikVNNygbEopEEpNxpFODGPV8paEf0M4ujsxn57w1VbU8aGZXms/GbjVNcho6r4nzEleVyMkKBqtwa+HHVI7rSOF7MvD9sDWcYHnPYSDzLcjOkrMX4PY/7ZF1a9527dF5RVga8XC/441+rpQtNrNMa6KzaxcTI/2wSOnl0xSGDwrZsE3y87E0JyPMzMptN9UUFSXKQ98zkuCMmkqTtLqLoHHbJiy57pAvQZG81IqRmQwYu+l+K+PpMKBAfWzAaEmkqjoLOKf0IZ3E1i5csTZDQgTnlEXRM6jHOyvFuR60s+6ZEK2ds40Fq6FmCMaeLvOAxJJhcDin9pyPdPcXVIFJ55Ciez0+cWJmpqeowqLqCdHhXaR0gZNhRnHsccPAsJMA7KPxUlyUETI0Gs80shepMFboM1i+vVJvAflixqN+2FooldnGVU3ioGPsEPKdpnbIrcHq55YPLdZC23moooWEwdQ164eWVA8LtbZ4J2PTAlj3lk8Ey6FW+h2H31h+tegnC3MwQg/jcoVuz1Q8jz69hZC4juRdKcHbb3WmY7N4w8hwj0t7TSzNk8VNBMkEXGu51H43hX+tdZQs3rab+MF3em7+XEl5NqAIsXL4NlAfQ3PoUQ87rytn4uiuRsJJid/rkSrgjiviXE2l9HbHF/+9XT7xEy9R/sqrdtxlaXnIrp/wcFp1muX8vMcJlvfLVecUQltRqNjSzKX3SFkgOzvocg5HJwmbGSaVbqPxk7KwzxvC6OnKkLokUm5cpqTN2bMNlgcGkKKgf+bQhP2ayNm3XaefuzEdBCRZ7m1qiOQQuC55jWobnIox0qtLxjNum0eMaYtzjoQ72W6GoUo0izl6aszrjAX0Vb4nzeKN6yw5VK63668CptaZnLG07l2GI+a0EYw10t+i/Xw6DKgxshjvo29Nt0cK83RiU9hONEBcKEWW+ACKwvSPHIp3kRC9AcI3nnbwVMVAG4y2ro2FMdKr4LziO2gGT1la5VBFzIAkjzEbUIPupFxrYYUkBdq+ICRxuj6k7zvOnuKWcCOHLrnqDLy78JDzXtkbzeDqxYxuz3B7YOeoPgqGD82QkBy6DcFgKFjYI/mcpZ1eohmV+YOIbzzlG5Upn6YwJpaMGNJYgRTJO8wrzEEcHOJTVb2Edh/mXQqpVJPMrXmR1ZGyuWF51n4JBy8HXFeOGFxJ9ZR8Yw1F2rDS99XHAQmJSrDerpVzDVLRikn9DkkBQEYPZfcVOP4W5eFnSw6/JNRHveEgS5eA1UJTeihg5w6cOvNE44Mad60lXBnGPLC2DhYDX/nXK15YfpLFP3uNrexwgpqFzsLyHEVkgHmqoGvyTAWsYp6ZjuSC9ykCpUlqjKD5kGLRYUA6hx+MTBpVq2on79Qq4Z3l4Kd5TOeS0Jytqbg3J9aFCRPOHcPccfiFSHOlwAUSk1hK/aTwOzsV2ahlQu68pKfdZdUJIyoEOGeMRwOaM0OTe2W0BWHrYWbKO0n36LQnPjsoYW4dTJbmMkPreqFcQXuoDKXVIcb7L6VL8/GeO773OZ4aA9ovUiK5ge5QcYVVvE2iYYvJ9C10e4AzLk7AikW9GUgJ5qX2fUGsO4ZUiY8Jq4kKLtHVxd6hRepKGRzlqfXfQ7qZE7GzBkFxDL1VpFWFkHrvi9KKSuu2Mulfx6jtNFLZpdyNCyl/lzpLxu4TSDdJTFg/8/76m3vbiqODooX5W2cGC4HzebNMKOIZ8zwu1Rlya1y/FHbfMPb3nEcMi2QQBcJcR6mODDXKNwpRofWEBEKX1hEWSqyEmHKdxgil9AtHdRZZ3/KJHQoQ43Nc39p6EFMuUpeYl4xQ2yX1RFJ/vOkvAebR9DoSRLve1kv0AolPwQXbIBdvOU4+HYhFwbVfhfJsGMkjinWg9tAcWDi/+wqc4umuBcJpiUv8sjo4KG3uWimv/UHh2q1PcOMn39jmMl2SoE4RwVhMiYo4SQBy3W6WN6+nirmF/O5khW42jDLCi5nd4BnSk6vfibTYUgTJ250WawqfPHVQN7fOo3nqPiqsp7xfONtgQ/bQZERjxNKQHiomI77F8J6/ViOmma1RVX/eEBK2/8uNJBl+lD3H3OxxruU3TD7Xcc7o5e8fvci8EcftcapLBnVHjaAowejCXMZ1VjSTNfhbdEOfDgMaoTuQbZfNMloBuCmM0mxgTBQbYbBCKugkIJJ1GSX3xfUw9ObVDUmNMyJjJ5JPvdDaO3Qm+DoQV1ZQibXaBS9T7srpu5jCVGVkpZ8VA310NE3J7uNo+bbUdZS92VzQkYBdyLqyquiY9E/dL1keYVbT39jj7AUDuWV+4/pRj3t0uvU8z51DHRdQ3qVdB8wniz05un6juB1rCsheqvSGcCDnNfNOn//Oi2xwib2JBMaXsVhGqo73C6Fcx/Haghmq5V0zqjhGGKMEK1gZ3V3qsEqYS9dZ0XBYkqRwMaOUNoihFJOJ6M2YMqSUiUgiplDqdzzrFwYedwUHL0P9MNEIeqiOBxBo9zwR2H0VjgvPcHUgnpYU+51Fq62HOoxcAQ9+YED9c9z8P+6M+cwpNvS99K1MaCugZyu0S0iLokjkHwvY3zG6Q2/SI2YQFK7vWqEu5XFtU3bbNtnRECjTfPhoHEsZvXYXlHIdRzE3IjRXhWFu0hm21rZiiKGWEWdJ2tzybZZhefn7c6NGNox5Ex9xyTmVlHOTyXsdDWtKUWVo0XZhT6KOyfOj4c7vZfv+XKxyAfyxSX8PC8uzh51IWGA8tUPOrcoTF5KeCgOqzsK8YmNJZLwSNwWy9gZ9SfkQv5ksyCBUPtDGwqSH49bKqYeYOpUG9QzRPNDCWfZZcgw4ODIxcvXIZENiFXFdjieMgNmlfnvBDLXLvKLpeVUhNAXVaUx9ttuFEhOmctrCqGVhRQjY3nS5eDQMUHg2t2bmyWaKtxbqB5vRu9GQKFSyBk5qq3N5F0+sTW7YLjB1RulVbpQmbfuxVKSA8tQRM21Sur/cIIRCEaahfCoeqRB2A6Fy+IaRz8ANyQscjHfVwnvLg84fDPjGMyysQJALA4hJWWuh9DtWydVCtsUtt/VCx/RKYQZ/mNkNEBMx0DAzDzQX7pZvm1Da2YsB1xfsiRnOTLTiWiNCiQvbFHZfhePKEw8GhpOK8qAhOCWucihh5+fh9w0M8xd45u/fhbN1MogpBPf1+Q0ude5Y2kHJxM16tsK1rVHLtS0+0c25RAxsXT2TKntZWM85jHr2mnrVLd+YUgeAVgXqnBWDnOBPWtzpyj6rLEa54rPP3+TgK4HdLx1bX3wK/bUqR4Jiu6esn15rT5gX9MuCYeFo94X2wIxwmE1C8LSZu0xWo5ZuGSvpDrSeGD84F57nBhSRbbpnyjA2GlxlrN7nTiXSd7lh++HFSuBMUuivplM2s7Zmo118Mjf0qTGgYzdLaWFzJp6QdKPFGqpjxtACgWXZGWlIugqqWwwpYsqZ2bC61E+vUaxw5MCtHXooDK1ndpI7W9LFK9RC+wTfAZLxZXycDXcfHDQO38UxZ5QXSm5BY6bjXKnKbQ7NOQvfRnGukuala/SLvHBtLtVZxB2vznkZ40jPZRqw3Js+epHZW1EzMPVJHGFLpJxuLC5oFpG9fkF9NLD5YB4YTolzO1f9nmHzhlrG3nOJMMwc5Urpl3b92kM7xuoU+l1DWozH2W0hTWGuIz4w8zWKSiKGnoRtHjKHpW/MAy020B5gYXVqDFCBxdvC6Uw4fSkisWAvQHlq4bfrI/UxuOBodx2+g4MvCo+/w1PfWNM8mFNf3dClllPjIzAv7fjbe/qdW7zw945wdx+mzfCCKzPVSbp42bwzD7brkfncDNtUlTVE9GxtcDXvjMIuVmg2gBP6uFysUe+JOxX9Toa32Tl085LI0mQvkkE++x3XaA+V3X9waqoGTWdpiVHMMKWG1s25IlgB1IBmkpME8td5xbA3o7le0+04uj2h3zHDmtMEubkke6gS2KZ5lHOIhZx3Hc+obKMom+z2c0ivjdV045pcDt0+5wZBOnPIzFPXkef2/Y6nwoCSvJfoQdMOMpL8pomrWEjW7aYFVkR2q4adouOs2OqmZwMAtnb7uD3jSl7LCazbmTFlY7m6kZHbJ0/MWzFrmh6A9P5MraaCd8ZbKiEQ547MMhQqneSXclgvxFlh3JjOTQgVkmdy4wqbazk+Soush9n9DjbNNm96kcAiaoL6yPjYPFAheMZ8UpiBf8cKSeoh1rJdWyFv6elxMnAaQTc+zSttMqk9szuIzO/KODcVxjxouTYhsBHGJTJ2Q2XvxF4P5akgwcD0zb6dw/LUQvc+h4DJsEsw7wW39bBDDbPjQL9rukxjRTt7onccJ9/WcfKJAtd5FoUVlogCQzTlASe0u2bw93/dc1TNkOVAe1JT77X0TolnZYLT2Rw2n255tTjg+X9YUt55eE7pcooBlQsSwhfB9jozGWFCRGcGhM9IDfHOCks7C3Q5s0p79kqd23qlbYdbbYwB6aBOUUHEdcn4FQ51JWwU6XqOPlFw/RcD7t4jtOuIUzTApthGNxdB/jDColQchBa6DjlSyrci1Sv16I1r4Ym7C7qrMzbXS5orjvaQsZlidJ5yqit5r1maa1osGrv53NYLlZhMhKa6RaoB5BveQn0duTMywY1vUjtxvtGesJD0VBjQ7Hobr18KeYetVwVsJSlKO1G+DiOsKBeT7A3mPYpTQhRjT0LGUNtSRcpQp7yaKOWJGYfcwpi9z9FpmJBpSPJCXfLcwP6ujtyI1wylybXm/mr7TPPS1MOwW+M2c9vdc0seILu7bG7vsK06AhHmjwPlg7Pt+cpGNOdCU0XWeuTN+4peEv/mFm8naoUk4x0wlibXMWrUjNCOlFPM/J1g+kRamEc+jiT+ps4liAkJCWCbRfYs0hom1NZ2WR17un3QjExQu2GKtdAXSntFKM+U6sQIStpDT3T5MzWtlZyXSI5GaZvMUDtWt9wWcB22N+fiqxWbb2k4+5hdHDcUVEe9tQ6KUJ0Eovf0C0sD7P9KyfF3Kq4OtKsKXweDfuV0UQRtHc0LHXd+ZMnNn61Y/uKdrcc5hTKNIPTJ86knXlLxR7M+UyK7EBGr2C9mVpUHpDvfs63zilh5C5FT37krPH6/HukPASvKtb1V7Lue7vmrDHPY/+UHjFjRVIzSUWKmNajUlEZvuwjTB7PdzJ0gUowbAWr3jTvbMDtdM3ttsnbKgv76ktXtms01R3sA/c4WW2zXbKvS6TqLdDLRspHl5IsvqNsS6Oh4irfqB7FMofowSUclAz2mA55gPBUGFLEkb7GWrRhZn8L4PhnSzirHOSQufKRygbnrKGQ+eoS52KTBjGcfjS0+G9txTZf22q4tqY8zSD0dTxGRMqb8ZwrbUcoy4JKxVsCLUvpAHzzV6XYu2QDKAJJVKgsdF3QsrChAZNuSVxSEG/vE2iEhGUC1G392v0NO1+fP2aRn3hZ2BD3/khweZeByLraEOle1bfVI0NFYTwtGeWe3ECffMGmD691YbIsVkPOgqfNPovUxZzwowOaqZ/n2gOv9mDcdK7zJgBuMzX77PlKdBCRFEUZtNqn2WjORHWeE9a2avS+d0i/3aK5M1lIC8hcrKN+o6W73rLsK8Cyd5URjYWGwFVk8fZKMOPiFiuPPBpgHQuspZgNDLGBI1y9FG83HWt6cVdxcfIz9n35j9DC13vYICpxv2XTOZDZmk5zpFAAvYmxH2SDlMRKbFONGEguH7C1wGb4ktslkhn4VwTUWxeA9d39gwcGXI3K6MhiWEyTlejQdBznXnt095zlHYpK9/OlmkVnqL0hFS+p9z4B/OV1TnayoXnUcRkXnNcP1XZprFZurns0NManhiTdpsh+JqWsDHkO7DPOJ56njctoax+yJqjkAY0Q0iVYv3jvf7Hg6DCic6y4g2YNshNRtSSS0sGqzc0qZsscR8y5zld0NQj9YS2dXFmxCSZVcWVUzfK233SmcltYlswCt0+IIgtRGdWewJavcZxG57Nlmz3QIjmKVFpzjfH94NkbeLJMoxNpCO5nqbe/vEHYq1Fll2dgDlGoVKR6tznWSyEXPJlV4fRuRRc4d5kWT3pSMThTG8NrOVfJQa8W3MsppoMk4efCNQ1vLL2lthlp6GaU5hrm114ZKRg9UQiIy2VgeVFLFd+dNTZIKQnNDDTubUxUhFRqcQdWWd6F+1CKhGiFOMQO3Uy40khykHk5f8Ox9YWD39Y5utyYk9rIoiTpzgOqxyRs3H29xXY2oRR/V8UAoHBIt3wzOaPuicvBrjqNvFXQeGAA/D4QGkwkBY7oXYbjWc/f7C9rdF7jxj94c+TrtfGzB7JJE5MQ7I5aZMjPlTqZgBSQt/JalKBvlhDGlcImhy+BkYVkh6xoZAq4JZjS7QHHW4Y5XxvIVAv0nb4PCwT+7Z3R1YIYvHaM4M5zn1loibT6X05VJ4VOS/MfJorMAAAqtSURBVEnOnU57+if5VCTlV52lTkh0jTqvcOuenS+csdtbkS/uL2huLTh5vmD1rEHucpHIagNm2NXrCE8C80zHWkleK2ODzPY+tONji1x5gvF0GFC1KpmmAgidG2ELuZ81w1wsLBPKcqCQiBMdoUxxlKOwj43B0Q0mHFc5IybRYL3rWmKJ5JVLIPP8hYxn0xfRcI8qFMWQaBHtIs3KAe8S3d5QsLMyjGdIlHLjzpfaThGI3kLQYW5s3a5p7UZaLuhv7BFqny64VZGLHuZvbZCzzTZhf3HkkK/ryZrtdu6s+CLB+voVRsMaKmH2aMB3fgTQxwRkL9YJ9zpJpwCG/VQMFytq6Y4A0poXMM6V9N0x6X8naQbXmaGNpZFhF41xho4paiXJgRgMpdtNeeqjFRJ3x/xtyK9Lm2w+PtdDtwvtzR3q+2t23i45WjjCXHGk5ovavmd2z7NZBja3zbsNZcHSC+VZAAwLWZ8GYunp9gTfKDuvOc4+YV1r0SvlsiMMnrgpGNHkDsLBwKNvL+h3n+P2Pz5CzjZbI1IY1ZyGgCDIbGYFobJAYkRitIJS1LGYJP0AXW/GryqR+cyKPYVH9TxlXizE+uT7Ab/ucEM0gunVBm0MOyzzOXd/cMHhlwY4XTFKH4Nt0omUOTsjVuyMnMPypZB+y0o1yY2Oz134Pf2OKeGId8SdGbEukD6CdyhmZF0zMH9zxewtoyccditWt0tOn3d0h6bvjovoMhB7QR4X+LU14/gNWzVdv5WhmfLSQoqu3DYAeL/jqTCgErchtRbbLhpJN0uG5OSQjGh67EMiCSmSJyqSIAoCrrDqfIiOZiiZ173Z1iiEkJUjxcgqym0eMA/nDe5kxXJlVg4MwaruVTHQDZ6qsEp825QcNDoSvI6LP2MUE/zFwPA6guMZghFK7C0NghINiJ5xjNXxgD9aW8jj3HmdnQyiL6x3+lxoBWM448LWu8sjVnayipUSSyHM2aIX0vWA5Imk0D3sJAhY55BUzZHBPNYwy6xMYkBuLBcaRJJYl4wecbdr+LuhgtkDZXNdtm2fpJSDnxz3prX+9tm2B9uH7bFODSgC3UFB+dix+8qK5nCH5mpK+5RYIS1hcuevVmxe6NncEmLhwHkW96BcxTEsrk8i6tzI6L/zFc/ppwa08Ug9sLe7YVVU9OsKOmeeqFfi/sDJpz3twQG3f3rB/Mv3t9dsMd9yepYW7krqVc+Gc+wyCgFdN9sqvMg2V5lf4yDOigRkFxOJO1Pj+4wRXW3QvjPPtyzZfOYWRNj95Xvno9aY5Et0azzHXKhzELedTeKDdVmNRnJiXJOSJ5q87GgyKTYfo+LDuTFHOsKwQtpAkneq6dyEeUnWu/JN4OCLHQdfUMK8pLlesbrp2Nzw9HuRYREJtcnTuGC2w7dibaFp3Z9vANh24j1pN9JTYUAh5zESV2RvzEvZYyJ5oTk0FjUPcEpjN+4gsv3RKPS9MdPvVZv0QmEYPGFuYVqxcltV0OQpSqow57RAVQZCNPo77yPeKTEl1EsfGNYFRRPH7h7fWyuZC9axNI6Jd+w2PdSVVSmXdaqaK9El73Ot1HdXVmTyztr48oLN4VGu8kblItp/TIno9jvzIsktevWp0u9K2pX1XMifqb9kAEpGaeCcl1aHMdi3DqfW5VJssgecc01b5iSJ4HsL68uNte26ji0mdFIs9B2EVmj37Ln5w4HNjXILyM6h2QSqldfK+ppj5ysRjXD4pZZ73zMbvWuJgtY6VmCrdwr0pTVdmOM7x+qWpz5yzB4H68oJUJ0qndg5K9bK7ssFp9/a0R3XzOqe5bzjZPDExjYWzemng45wNXJnZ8Gz5Q0WP/+acWxOiZkxD1OdjNAiyeDHEJJIXDoxdW3kIjnHmWFFifzYtWHrAOT3RzXqOz+DuiIe7HD/u2qu/kbq4c/Ey5oUYjP7/SSEB7aIgfx3BmeOJjgjCixa0xDG+ekwmGHMsL2MRkgpKQkRNp2tr1yMEknRheL6gKaFq04IC4N6xdLhm8iV3+zxvzgQa0+3W3LyMc/6GVNc0Crnze1ji5WY7Hduca6S7MwTGs+01p/Qd/3/cIjIKfDFD/o4fpvHNeDBB30Qv83joz7Hj/r84J/vOX5MVa+/nw96WjzQL6rq937QB/HbOUTk5y/n+OEeH/X5weUc3+/4LTivl+NyXI7L8c/3uDSgl+NyXI7L8YTjaTGgf/6DPoD/H8blHD/846M+P7ic4/saT0UR6XJcjstxOT6M42nxQC/H5bgcl+NDNz5wAyoiv09EvigiL4vIn/ygj+dJhog8LyL/SER+U0R+XUT+o/T8FRH5ByLy5fT7cPKeP5Xm/EUR+b0f3NG/vyEiXkR+UUT+bnr8kZqjiByIyN8QkS+k6/kDH6U5ish/nNbor4nIXxWR2Yd9fiLyP4jIOyLya5Pn3vecROR7RORX0//+G3nP1r8LQ1PHwAfxgzFVfgV4CaiAXwY++0Ee0xPO4zbwufT3LvAl4LPAfwH8yfT8nwT+8/T3Z9Nca+DFdA78Bz2Pb3Ku/wnwV4C/mx5/pOYI/CXg301/V8DBR2WOwLPAK8A8Pf4J4N/+sM8P+JeAzwG/Nnnufc8J+FngB7CWhL8P/P5v9N0ftAf6O4GXVfWrqtoBfw34/Ad8TO97qOrbqvoL6e9T4Dexxfp57IYk/f7D6e/PA39NVVtVfQV4GTsXT/UQkeeAHwP+wuTpj8wcRWQPuxn/IoCqdqp6xEdojhj2ey4iBbAA3uJDPj9V/cfAowtPv685ichtYE9V/6maNf2fJu/5muODNqDPAncmj99Iz31oh4h8HPhu4GeAm6r6NpiRBW6kl31Y5/1fAf8pW/oM+GjN8SXgPvA/pjTFXxCRJR+ROarqm8B/CbwOvA0cq+r/yUdkfhfG+53Ts+nvi89/3fFBG9D3yjF8aGEBIrID/E3gT6jqydd76Xs891TPW0T+APCOqv6zb/Yt7/HcUz1HzDv7HPDfq+p3Ayss/Pta40M1x5QH/DwWuj4DLEXkj3y9t7zHc0/t/L7J8bXm9ERz/aAN6BvA85PHz2EhxYduiEiJGc+/rKp/Kz19L4UGpN/vpOc/jPP+F4A/JCKvYqmWf0VE/hc+WnN8A3hDVX8mPf4bmEH9qMzxXwVeUdX7qtoDfwv4QT4685uO9zunN9LfF5//uuODNqA/B3xKRF4UkQr4ceDvfMDH9L5Hqtb9ReA3VfXPTf71d4A/lv7+Y8Dfnjz/4yJSi8iLwKewBPZTO1T1T6nqc6r6cew6/V+q+kf4aM3xLnBHRL4lPfXDwG/w0Znj68D3i8girdkfxvL1H5X5Tcf7mlMK809F5PvTufmjk/d87fEUVNB+FKtafwX40x/08TzhHH435u7/CvBL6edHgavATwJfTr+vTN7zp9Ocv8g3Ue17mn6A38O2Cv+RmiPwXcDPp2v5vwOHH6U5Av8Z8AXg14D/GatGf6jnB/xVLKfbY57kH3+SOQHfm87LV4D/ltRo9PV+LjuRLsfluByX4wnHBx3CX47LcTkux4d2XBrQy3E5LsfleMJxaUAvx+W4HJfjCcelAb0cl+NyXI4nHJcG9HJcjstxOZ5wXBrQy3E5LsfleMJxaUAvx+W4HJfjCcelAb0cl+NyXI4nHP8vjhaSo0+AtpEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(img.shape)\n",
    "print(img[:, :, 0])\n",
    "plt.imshow(img[:, :, 0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "3KTI_UH711Og"
   },
   "source": [
    "## グレイスケール変換\n",
    "- $grayscale = 0.2126R + 0.7152G + 0.0722B$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 286
    },
    "executionInfo": {
     "elapsed": 13,
     "status": "ok",
     "timestamp": 1623302515951,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "G0J5Lrx2umNh",
    "outputId": "1a652ca1-c51d-4c19-f40e-944a6d744294"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1184231f0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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X60W1Wr1Sdvp8PsxmM5ycnODp06ewWCyIx+MYjUZ48uQJlpaWMB6PUSwWJWPx+/2SQS4tLSGfz+Phw4eCver1evneQqGA999/H6enpygWi1hYWIDT6UQmk8Hy8jIuLi4wGAxweHgo+M5oNML6+jqsViva7TbS6TScTif6/b4cHt1uF+VyGdlsFul0GrFYTDBCZp88jS0WC87Pz7GwsIB+v4/nz5/DZrNhf38fFxcXmJubQzQaRSKRwMnJCfb39wXfNJvNcDqdMBqNcDgcaDabsNvtsuFY/up0OhSLRYTDYdhsNuTzebRaLQSDwSsbk/gVn22v10Ov10MsFoPFYkGn05FMg4dosVjE6uqqVAsMjOPxWMr54XAo5bLJZEK9Xpdqhphkr9eTSoLBo1qtAngFg3Q6HYFkbDYbfD4fCoUCstksAoHAlSpoMBhIFsSMqdPpyJojLsjy2Ol0YjqdotPpSMZFnJO4JpuIqqrK4WA2mwG8Cno6nQ52u12CGjM2NlWNRqNUETabTb5P22xhcsHAyr/zHgIQiEHb6ON7NBgMaLVaODo6klKfmSzf3+bmJu7cuYMvvvhCkhudTiff53Q64Xa74fV64XK54HK5YLfbpQzn+2LA5nvXHpraoAtcVqoOh0Mw+263K/diPB7Lofcm188sgH6diyA7caRcLgeLxYL5+XmwO280GmE0GjEajVAqleShnZ2doVwuS4ns9/thNBrh9XqlTPL5fPI7dDodWq0Wzs/PMZvN8NVXX8kGHY/HiEQiqFQqsFgsaLfbGA6H6HQ6UnotLCygWq3CZrOhXq+j1+thMpkIHuTz+TCZTPDRRx9hNpvBarViOBwil8vBbrdjaWkJ5+fnyGQy+KVf+iWcnJxIecqS1+FwIJ1OIxQKySncbDZxeHgIj8cDnU6HZDKJTCaD09NT+fvh4SGGw6FkKblcDnq9HqPRCF6vF81mUzCwRCKB+fl5AEA4HEa73YbBYECz2cTZ2Rmy2axgXV6vVxbZysoKWq2WbFbinM1mE9PpVAJcKpWSA0pVVXQ6Hcn8nz9/DqvVinA4jE6ng16vJwcQAMTjcQn0RqMRNpsN0WgUdrsd7XYbLpcLqqpib28P8Xgc8XgcXq8Xk8kEtVoN5+fncDgcGI/HsNls0pwhq8HpdArEMxgMYLVaYbPZ0Gq1YDab0Wq1EIlEYLVapRzlga5lgYRCIdjtdjgcDvR6PWQyGSkViWMyczaZTDCbzRiNRuh0OgBeZUfEbgkbceMTswQuD3ZmtJPJBIFAQJ41mRbarj4PMbIOBoOBHCR8DsQH+bOEKZilsVnE5IOYOABZG8yueSgUCgUJYlos2WQyYXt7G7du3cJf/MVfoNPpwGazSfIRDocRDofh9/slaDebTVSrVdkjrVYLiqJIcLXZbFdYDmzC8iAHXjWj+ExYycViMTgcDokFmUzmjWLXWxFAjUYjotEoer0exuMxrFarpOZHR0dot9sIh8NotVpotVqC4djtdgGxvV6vNFvsdjvq9bqc8kz3G40GTk5OpLTjvy0uLuL58+fSIFpdXUWxWEQikZBMiVmPXq/Hhx9+iE6ng1KphEAgIBkbyxqLxQJVVbG2tobz83Mkk0mUy2XUajVUq1UkEgkJzolEAq1WC7VaDaFQCH/5l3+Jmzdv4vr16zg4OJDA3u124XA4hGHQ6/UwGo3QbDZhtVoBALFYDE+ePBEaDTMZh8OB6XSKRqOB0Wgk+GG/30e9XkcymUQsFkO32wUARKNRwaPOz8+lszoej+Wz6vV6OahsNhs8Ho+U+Hx+lUpFMKhIJCK/k42a8XiMtbU1VKtVWCwW1Ot1yYoCgQAMBoPgzyytfT4fzs/PEQwGpZStVqtQFAWxWAxmsxmz2Uxw73g8Dr/fD0VR0Ol0pAkJQAKD1WqVdcXmj16vh8PhQL1el4OQa242mwk00O/3pSzXduWDwSBqtRosFguSySRGo5EEsV6vJw0NNqOm06kcUtpmCjN6ri1mtmSP8BDT6/VSYQAQShX/zLXOzJaYNDM1LX6pbSoRzyZViIGUcICWfscKUJthM8Pd2trC8vIyHj58iHA4jPfffx/hcFhgn06ng3q9jvPzc+RyOdTrdWlG8VkkEgmpdEajEdrtttwPlv68F1x32n8fDoc4PDxEp9PB48ePYTQa4ff7sbS0hL/7d/8uPv30068du96KADoajXB4eCjdtEajAYfDgUKhgEqlgkQigWq1inK5LCfXixcv0Ov1JCMrFArS7XO5XIKrMrPhQ19aWsJwOJTFNp1O8ezZM8xmM3g8HulIZ7NZuFwuTCYToTsFg0H0ej3s7+/jgw8+wGg0QqVSgc/nQ7/fR6lUQjQaFRzQ7XbD7/fj+Pj4SjA+OjpCPB5Hu92G3W5HIBCQkvSDDz7A7u6uLFSPxwNVVeFwODCbzfDixQtpBLndbpjNZqTTl5Tbjz76CPl8Hp1OR94vAKHTEJaYTqeSKVssFpTLZSkXA4EA+v0+8vk8fD4f3G63gPbBYBBOpxMXFxe4fv06MpmMUItIl+IzDIVCcpi0220p/30+HwKBgNDNSqUSYrHYlY4y6VQul0synGq1Klis3+9Hq9WC1+uFxWKRTIXYHKuX8/NzyaRdLheGwyHm5+dRKpUkkPE+ssJhlcPAyIPLbrcLrh6LxTAcDhEOhwW2mc1mMJvNcLlcqFariEQigv8RB2aTjwGUmSabMBaLBX6/H+PxGK1WSxqjFosFg8EA/X5fYChWXaSuAZCmEn+GWSUPGi0HlsGTWK+2M8/3woBPXiWDOhklzHiZgfLg5l7jz21vb+PmzZuYzWb4jd/4Dfl85XIZT58+lWfHTJkQEw9nVlEAhKrFz8DSXsuxBl5xbBkHBoMBMpmM0LJYleRyOTx58gQOh+ONYtdbEUAHgwGy2axsjsFgIDeQne9KpYJGowHgEgerVCoYDocIBoNCQyDQTdzN4/GgVCohFAohEAgIbgIA2WwW/X4fdrsdkUhEcE92Vefm5jCdTpHL5XB2dgaLxSLYnaqqePHiBZaXl6GqKorFojROBoOBlLfkLBJzq1aruH79Oo6Pj6/wHMlXJSa3ubkJh8MhpyZL+dlshrW1NUynU9mMKysr2NzcFOyTDQ2WQvwsDocD8/PzUhqR2kX6SKvVgl6vF3oTmxrEoUnZIZl8MBggEolIVeBwOBAOh1Gr1QTsHwwG8tlYPpFlQEw5EAgIzcjr9aLb7cJms0m3lM+XGXC/34fL5YLb7RaRAUt30qiMRiNCoZDAHPV6HcPhULBWt9st5ScDiNfrlddIJpPSGCMXmIFNe1goiiKbmFkhKVm9Xk+YEaqqCn+Sh0koFJKKhkILHuCsMFiKkxLEcnU4HEpmyAyPOC4xYJblzAa1AhIGbIo8tEGU9CGtOMDpdMo+ZeZJSIEBTYtpA5BDent7G++99x50Oh1yuRw+++wz5HI5NBoNTKdT2O12WCwWuQd2u11+d61Ww8XFBQDIOmKTiK8J4EoTi59BS/LvdrsolUrSzWflwHvIAPsm11sRQM1mM1ZXVzEejwULJX63v78v3TMA8Pv9KJVKqNVq2NzcFJ4fAWJyOxlkA4GAfH+/38fCwoJQdgiw1+t1WCwWjEYjtFotyczIMywUCpK16PV6CRSqqkoXX6fToVqtysPjRrDb7XA6nchms5JNsWnQ7XalU0kajMFgQCaTgcvlkiyA2QQXl9frlcOEpRvL2MXFRQHwo9EoXC4X8vk8kskkqtUqvv3tb+Pi4gKZTEYoQu12W/AkZhIUCLDTbDabYTabYTKZEIlEJJCyY91oNKCqKp49e4a5uTnhmxaLRaiqCrfbLbzVyWQiwRQAEomEBBhijCTHM9BpG4Uul0u4fqSisdFgs9mwt7cnzSmWpI1GA5FIBCaTSVgdtVoNfr8flUoFbrdbcEp22wktAIDX68XZ2ZlQxCwWi7A3yO20WCxCoK/VanA6nVc6181mE4PBAIlEAuVyWTLW2Wwmz4qCCKvVKio3dupJbyOWarVahQTO12QmzAyz0+lIJsjPYrPZ0Gw2BRLQduNJD6KSigowLYUJgJT5WvI9A1IoFMLOzg52dnYwm83w9OlTvHjxQjBMdsB52LDsBi4bifl8XvBMZv6khb3e7NFmzwyoxHCBSwZHs9mUxhppX1oV3X/O9VYEUC7IUCgkih6fz4evvvpKSijyBG02GxqNBpaXl9HpdISGQjnn5uamlPS1Wk3oM3xgHo8HkUgEOp0O7XYb2WwW5XIZlUoFk8kE6+vrmJ+fl8VOjuBsNkOr1RLVkdPpRDAYlDKcwTiTyciiOzk5kVJ+bm4OrVYLzWZT6FbM/KjKmZ+fRzweh9FoRD6fF0y33W7j6OgIa2trACC4J5sewWAQN27cQDabRaFQkM4iDwnCIc1mE61WS3BKBhXSp1wuFyqVijRQiMHVajXJiKxWq2Coer0enU4HwWAQyWQSqqoiGAzi+PhYsDyj0SjZp81mQ7lcFgyRGZzT6UQgEIDD4YDJZBJ+JpkFoVBIiPvEydn8YDnPbMpgMEhTi4cm73Oj0cDGxgYMBoN0xJ1OJxRFQaPRkM/ndDqlFA4Gg4Ixk25FZgSpSMTYA4GAHDx+v19kiYQZ9Ho9XC4XisWicCi5nikC4XrhgchsmcGOVQ7fK6/xeIxGoyE4IDMqKvl4AL4uU2XWR24pua5UC3HdA7jCqWQg1TavQqEQVlZWEI/HYTab8fjxY+zu7sohzOBJ3JkcYQY14uLMiJ1OJ+LxuBxMvLRSUa1UVXuRgtZqteSQYNOQ/052gPZ3ft3rrQigDodDwGNmIicnJygUClIusGwjNWV3d/cK3kGJoE6nw9nZmeBv5IednZ1dOYWZ5cTjcel+sxzqdDrw+/3yu5khFotF9Ho9uN1uBINBFAqFK2UopYRcGNFoFF988QXW1tZQqVRQKpVgMpmwsbEhm6LdbqNYLApFxmQyIR6PIxqNCr7IDdZqtQQ4ZzeXmZ/T6ZQO482bNwFAOuPT6RSxWAxOpxOdTgcWi0XI3IQfSHlaXl4WTJASxWAwKKoedrLZQWWGxe72eDzG3bt3UalUJAtgw4VkamZ5sVhMApTP57ty0LF5wIYc4RgeNqTIsMzW6/VIp9NwOBzS0Eun07L5iKPV63VRPbF7HolEBMcj9EB6E4UIpGqRodHv9+U5UBjBTj2zRz4jMka00mRmjVoWh5YdwIqAvweAwATMUrVyRuKVxPXJTWZTlmufZSwAyWqZgPAQ4fdoOafcM/w/JcOsuCwWC+x2O8rlssAmPET5elo2gqIochhqFU7UpZM/TcoVAGlivd5h13JXAUjFQbkr8X0eQryvvLQY6te93ooASsni+vq6dATj8Ti2t7dRqVQkfc9kMhIYr1+/LqcHH16pVMKTJ0/kdKTCKJVKwePxwGg0ol6vo9VqSfOEUk2dTofPPvtMeIhUzXBzsVQLh8MIBAI4Pz/HeDwW7JY0JLfbDavVik6ng1gsJqRzl8uF8/NzORFv3LiBfr+Pubk5pNNpCYb9fh/Ly8vCYWVH+vj4WDI/Zse8H+y2BwIBLC0toVAooNVqicyt0Whgb28PKysrIoHVdqwVRUG1WpVs32q1SgOCZf5sNoPX65XOfbValRJ4dXUVpVIJfr9fZK9OpxOhUEiyAKqxstks3G43QqGQ0HRIPaPMjpiithliMBgQjUZFRQJAmgGEBaLRqGDhdrv9SsOBa4H4NMs+bk7yTbX8S+CydO90OhgOhxIwc7mc4JM2m02aUVRQ9Xo9ZLNZqayYXRFvZPlN+CiZTEo3WhvUaFxCSTGDPA8Vlqo8TJxOp1DGtNJN0vBYpTFQMZMHIAGY64GB9PXmDJ8LD05m6uS7cq2wYQVASnRtI0pL9mdDitSqYDCIYDAouCibZFrlES9mtQyIvV5PlGekNpGxwjXDn+PftZno173emgBaq9UE8PZ6vQgEAqJxZyZELIg6bbvdjlgsBgA4Pj5Go9GA1+sV3iQ3sF6vFw15vV6Hy+USjtve3p6UiXa7HT6fTzifLGf0ej18Ph92dnaEiLuxsSEdfipKqKfV4ksejwcvXrzABx98gHw+j+fPn4tk0uFwoN/vSzkKQEjy0WhUFhqD9osXL5DP54Xs/53vfAdHR0cIBAIIh8MCpvd6PRweHmJlZQU+nw/hcBiVSkW68eVyGdVqVTA8i8WCtbU14XdOp1O4XC5kMhk5XHjyE3vkhqOph9/vx9nZmZR5brcbJycnQk/r9/tYXFyE0+lEKpVCMBgUtRKxvkajIUYuZBiQasRKxGg0wuPxAACsVivK5bLwiCORyBUskFp3krXZedXquQGgUCgI2bpcLsPlcomMldJSPmeWtmzckPPKRovT6ZSDUq/XIxgMCuXNbrdLFsnMiOUuAMHXK5XKFR34/Pw8dDodzs/PJeNiICKG7nQ6JRMjg4Mwj8VikUwXeFVVMfBQaAJAymvCN8CrjFMLDXANsMLh+ycrgFgqg55WZw+8avww0E8ml05cpDaRyqX9HWyi8T0xQPPwbTab0pwi/stDA8BfCZT8u1ZM8HWvtyKA8jSkvG4ymeDhw4eyEQiUA5CF6/F4hMu5v78vFI9+vy9NDypJqPIBLqkebrdb3IrIw2NGx84x5XjE45rNJsrlMkqlkhh5zM/PY39/H7PZDPfu3cPKygqq1ao4OrlcLjnBG40Gtre3kcvlUCgUpAQELhfA8vKyKHBmsxnOzs6EgtJsNrG6uoqNjQ0EAgE8e/YMrVYLPp8PCwsLqFQqslnq9Trcbrdka4PBAJ1OB/1+H5VKBU6nU/TQJO3ncjlcXFwIpMCMkCUsFzMdiOLxOOr1umSb2oNvPB6jVqshEAggGo1Ko+P09BT5fF7kkycnJ7h27Zo0V5jlsaQrFArSoaWOnWU9Gw8Oh0Pkqmz+kbhfLpdF9aV1wAIgpR3Xk7aZxwYaS2Hq2Pmc2PUnDYyBktgiYadQKIRKpSKyUXJqiZMSSiqVSiJgIClfW77Pz88jk8nA7XYLNESGBAOxFpvkmuJ9Y+edBxFpVNPpVHT1WkxZVVVp9gC4ErwYuHngkSeqPWAZ5LQEdm3XnJk/D29m0X6/X7B37e/6SRkif7/2fTWbTVGikTet3WN8feBqFkqYKBgM4vHjx187dr0VAVRVVWSzWWxubiKdTqPdbotEk7SN12kG3OzkC9rtduls9/t9rKysiHJlPB7D4/FIeUJuoMfjEe7hcDjE8vIyptMpHA4HlpeXZWMaDAak02lUKhXcuXNH7NeIRXU6HfzoRz/C+++/j3q9jkajIWoW4NLoIJ1OY2trC7FY7Ao2GQqFcHFxIfpuYnUsB4k5UkdsNpuxs7ODRqOB2WyGxcVF6PV6XFxcCIlbp9NhcXERFxcXQtCfm5vDeDxGJpORhsVwOITZbMbi4qK49iQSCeTzecGg2Allp5mZG2lhkUhEVFn1eh1erxfBYBDlchkmkwm1Wg3JZBLXrl3D4eEher0eksmkZPcAkEqlJCMmGX0ymaBYLEoQ7fV68Pl8slmZ6SiKItk3FT4M/oSGSFnhptXqylki9vt9ERwwKJITShGGx+ORTMnlcgnlzW63i4MWm0h8fQBCOWMV5fP5BJoiIZ4lrM/nQ7lcxvHxMW7fvn2lqcJSlF147h0tcZ08WACiuGGmTS4q8ErZRDySwYXlNAOw1Wq9Qv9hkGa5D0D+jdAPACnXtd1xBj5CE+z0R6NRRCIRSZKY8fJg4PWTssfJZIJCoSCZJ3FnHh78Xu1n5J+JnxPjf5PrrQig0+kUd+7cQalUEqySFJd+v492uy2STO1iIOWJ0i928RYXFxEMBnF4eHiFEqLFb6jNZmmoxYoikQjOzs6E3gMAH3zwwRXsh8oL4LJJonVFoplysVhENBqFXq+XrjjfPw1RDAYDnE6nQA8k5fNnAIjcjOUdjTs6nQ6Oj4/Fii0ejwuGy+/LZrNYWFhAPB4XmIG4KmlSbAi0Wi2RxPI9kHo1HA4RjUZlU5TLZSHdM+MNh8MifWVmr9PpkMlksL29jc3NTdnApMVUKhVRjbXbbTlI+Ny05GxtA4oblO/R5/PJ4UEIgIGeJT4ZCKwKmH28Hgy47kajkQQSNmqYGZGORpYBJaEUPpAZQKI3gyp19XNzcwJt8ND0+/0oFAo4OTkRr4FSqYTRaIRisSjvTVv+MqvTBheuGy0e73A4rgReYuZkEmjxTt5bMhQIC/C5ESJgMGQJzD32k7riDLJatZPJZEIikRDlFy8Gz59UVvNzMqtmwkXcms9F+/3a4Mln4fV6EQ6HRYxBGOXrXm9FAHW5XFISsQngdrtRqVSg0+kwNzcHALKggctFdP36dVgsFumGk6LUbrfx5ZdfwmazyaIlaM8Mk6a3s9lMdNokPhMrJc2Di4wUGVrPdTodMVsOhUJIpVLw+XxwOBxXcDqfzycNLIfDgVAoJDQos9mMfr+Pg4MD7OzsCLmaC6JerwOAlNVutxu5XE6I2j6fD/fv3xf+I0s6NrFWVlYEpwQuNxdfn5/P4XCI2QS17S6XC+12W7iBFotFmkwkYrOc5uEDAAsLC5hMJjg/P8eTJ09w9+5d+Hw+7O/vIxKJiH2czWaTzU2IgdUGA4DdbpfNxaxIr9fj9PQU8/Pz0lTjIURjE8pFGQDo+UiWAnFMYqz0TWBAAyDNJDYyAIiwgb+DSrhIJCI/53a75fdQpUMprM1mQ6lUgl6vF6iGWDw1/hQi0DCbLk+lUknoSyTkM8C4XC4RbNCWj4es0WgU2h4PNN5PGkQDrwISKzJ+TRsgtTCAtvvOzJHZPd+XtvRms4kJhMvlQiQSEVxYK8d8PdPUQgAMhLVaTaAwNooIafBiQNe+F7fbjUgkIhAgSfz/zWOgDx48kG56MpkU5Uin0xGOIgORwWBAPB5HqVTC7u6u8NpYmtLTkx1n3iDaomk7jVolCLvIbCAYDAZEIhFUq1Wk02lks1lUKhUkk0lpWBFnPT09hd/vR7vdFiULKRgGgwE+nw+dTgfb29vSjKD9HAP9s2fPBC9zu93Q6/VIJBKo1WrCgyQOyk7n+fm5lKqLi4tIp9NSmlFbDlxu7NPTU+j1euzu7iIajYrm/eLiAg6HQ05yShFVVRUSMwMkMxDyXrVBlJhgIpGA1WoVDJmBsFAowO12S0OCHEj6WWo7t+VyWbDZcDgsxiekGmnNQTweD6xWq2TxhAeIe9KJXq/Xy+uxdCcOTPySmZLW45KlIktpZmDcfMSZPR6PVEtaDihJ/h6PB+fn5+LTSSggn89LlsyfpzkJsU42JcmTpdadjSoGH9omco3bbDah2BF/ps2i1pGJ5TQDKAMZs8VOpyMiB64BPkfeM2KKWkxUmykTL/X5fAgGg2K4wsNYGzz5NS1/lAkPsWUGT62qiJc2E+YBy+4+qZJaLPS/6S48x0jcvHkTwWAQ6XQap6enEtTW19elO9zv9xGJRLC/v49sNovpdCpE9W63i/Pz879y01m6+nw+3Lx5UxomDodD+HGDwQDRaBSDwUDwO57+0WhUcEGecsvLy2IBRzd5OrxUKhUsLi6K9JHlOCGK0ehyfMV0OsXCwgL0er04PPl8PvFPnE6nqFQqmJ+fl44+lTCkUA2HQySTSVxcXKDdbl/BAskqmM1mKJfLYljcarVwfHyMTCYjrv9er1eoSGyE+f1++X8oFJLgTEONwWAgFDPKEPV6Pfr9vkgjAUjGRbkqye1sIOl0OlQqFcEoWd5zI5JVQTOMWq0m0Ar/z1I4EolgPB6Lb8JwOES9XhdK2PHxsRwqg8FADLep3mHmqKXIWSwWYYkwoJGIz246s/Bms4lwOAwA4hDF6qhWq4mrP1kklF4y8+ZrM5tjZs7Dim5MDN4sPbWNVtLAyMultJNKOWbbPNxsNpvwiwFIs446dN5bVnOvZ5l8zzyYtJUbcW7+DNkXDJYGg0E+AwOwNqBpg9x0OhV/DDad2SjSBkweHtzbtMgkns73/vprvcn1VgRQq9WKX/mVX0E6ncb9+/clO5ubm0MikUAul0OxWJQF8+WXX8qGCgaDMBgM0u1kud9oNFAulwFcnkaBQAAej0fcnZLJJAqFgpysnU4H6+vrsrBY8gwGAywvL8Pr9aJer0tDhqd+t9uVOS+0fePrUtvdarVEsVOtVsWbc3d3F16vF3a7HR999BG++uorobY8ffpUFD75fB6BQEDGlSiKIsqsYrEoemFmBSzRjEbjlfEZbHpRB7+wsIBgMIhKpSL8S22XlxrxZrMpZTX9Mf1+P8xmsxwWLEPpxMTXZ9PFbDaLwozSOnZzqTVncNWSw/k8SGWbn58XyhmDq3aEA7M64JKdQfyO0lhtJ5hcUZbdLNEZ8ElfI+Zqt9tF/00LQOCVjykVRyz9CVcwiNA8mN4BzNzK5bI0n0juBy6DN9+PVj3EqQSk6FF1w+zd6/XCaDSKCo/lLfAq4DFA8tBlxswuNmlZNI/me2GgohiAnXseSpTTEvbiuiRObbVaperTik6IVWobR1rcstfrIZ/PCw2NUI32M/EizBEIBBAKhWRUDbH11+lVf52a6ae53ooAqigKLi4uUC6X4ff7RaECAD/+8Y/RbrcluN2/f19KARKT2WCKRCLI5/OoVquy6Kn4IF2H5HVmBizj2bUnNqotTc7OzrC0tCTzeTY2NlAsFvHjH/8YHo8HPp8PKysraLfbojTJZDLo9Xq4d++edHUpvbNardjY2MDR0RFOT0/F8ZxWXUajETs7O+KiPjc3h3g8LkHk6OhI7PaWlpYk23rx4gW8Xi/u3bsn2vv19XWcn59jZWUFg8EA3/3ud3Hz5k3puvd6PcTjccEPKYflLCZmVww6BP8Jc1AhlUwmReZKfqx2kigDKeWKZD6wI80Mjhko6TVssBSLRaGqLCwsYGVlRRo27JCz3GZ5ymFxNKHOZrMiDyW5na+jVcgwuFO2yoyXHXI2uDiFgI038okZDNm1ZtPJaDTKNAOWnfQUIEzAzI2lunaPAJcBjQGFZS+xPpbfzJYpv+XrUE7K7JVNWAZp7iVyf7WZuLYc5p95v7SKM8ITNIAxGo2w2+3CIGGJr9PpJKiRNsbgSYoSD4dGo4FcLifleqvVEjyTMI42sHMoIw81vi5fm6/zOgn/Ta63IoCyLKJSxmw2I5VKYX9/H1arFTs7O+h0OmJ5R+rBysoKSqWS4EeHh4fSZSTGRBcdljeJRAJerxfn5+diCDEajVAoFBCJRBAMBqWBxA1IXtzW1pbgk8+fPxe1TygUgqIoSKVS8Pv9khm/ePFC7O5SqZSQlhl8Pv74Y2ks8XPQIGMymVwp2Tm+gydruVwWpsD6+jqGwyHW19eRTqdxdHQkmeR0OpVMZGlpCbdu3cLBwQHi8Tjef/99HBwcoF6vi4qJ7lMsecvlMuLxuHwOlszEGxkM2u02VldXr3RUGZi03VfSRdj5pmEyKwFuWFKM2HnnpiNGS04ms0+65JOaFYlEBLekpwGzVIPBIGU05Yp0fCceGgqFBK6hzp2NGTZzXC6XZIYA5PlpMXdmW+zqa+3V+DnZsCN/kUojlrhaNoCWdsRAygSCVCeKASKRiNB7eBBouZkMMMViUSz7qtWqwBNaKIHPjc+WTTg2wxjMWf7THo5lNIMY3zu/zp/XBmoGtNFohGq1ikqlciWjJZRGhSDvlcPhQDQaFVoSqy3+n89Fi7X+55qKvBUBlBLJ09NTrK+vYzAYCN1meXlZSqXFxUUZ8hUOh/HgwQM5Eev1+pUOITmkLK8ohSNVxmAwCM0DgJiZkF9JqWE0GkW9Xsf+/j5isRhisRim0ylqtRo8Ho/MbqKCZjQaiX59Npvhhz/8Ib75zW/C6XSKVpsLY2FhAclkUqZFkmbS7XaxsLAg44EByAgJGnMAEG01ANy9exfj8Rinp6ciReWwttu3b0uQ+853voN4PI6TkxP0ej1sb29jNBphf38fZ2dn+OSTT0TNMz8/L0GfAabxcrwzy1mWk5Ql0suTPFPigcQvGcjIeWQ3nma8zML4HwMguaEkgVM7TkNtyimZLRsMBoTDYdncWi6mVmHGjcOSnkE5FAohk8nI+2bpz4kEnN5KTJiwQS6Xg9vtlnERPARoAEMIRyu1JKZJlgDfDwMNKyKWpvy8zKIVRRGTEm3Ao4CAhzoDCA8kHsx8v+w5cA9x7hMPKx54bMrwgCKGyRKfwYpBVZu18iAkzMNnycOTWedw+GooIi0MzWazMFD4u9ioI5ZPfwbCUSzbCSNog6c2a33T660IoO12Gw8ePMAv/dIvyUgGALhz546cmKenpzCZTKKwefDgAfx+v3RqOXrW5/OJhI+EWho5kJzPjJUONiyxeEoz8K6uruLo6Ei6s1tbW4J9vv/++3jx4oUsRnIPqUmmpRvn2wMQOhXLQZ7YNMDodDo4ODiQjHx5eRmnp6cyGyiTyQhWyeyh0+ng0aNHqFarWFpakkx8aWkJNpsNjx49wvr6OhYXF5HJZHB8fIzt7W3odDqZ1W02m3H79m38yZ/8CZ4/fy4jhA8ODoSnp+UasqzmfPNMJiMdfToccYwJMVLyOUlWJx1N69FKTTfJ3PwZZmEsWwEIK4HdVQAS3ImtUt7IA+7k5ERMThiMtc1JCh7YTNza2kK5XJZuNkvHWCwmnXPSu7RmyVwPlOISvuFnIkzDwMhDA3g1+1xrwsFMlFgoD1CyCACI56zJZJIgQoxRp9PJzHVWNd1uV+h7xEEZxIhrUoWlNUGh4c3W1hYODw/lGbGaA14ZeGs/K41MOL2AI67dbrcYyTCTpPdvoVAQ1VmxWBQMWSvhDAaDiEQiVzBOBkkGcQZO3nOt5p/3V8sd/TrX3xpAFUX5XwD8GoCSqqo7L7/mA/AHAJIAUgD+vqqq9Zf/9k8A/CaAKYDfVlX1T/+215hOp/jVX/1V4UNaLBZ861vfEkuywWCAhYUFrK6uolqt4uzsDDabDT/60Y/Qbrexs7MDnU6HGzduoFgsCi+UC5wZLQAxKiZFipuZphHkn9ZqNdy/f18CHcsnZjM6nQ4/93M/h/39fRQKBSkpmLFQRbO4uCgQwurqqniUFgoFvHjxAteuXZPMgnBAJpMRviCdgJxOJzY2NlCr1XB2doZWq4W5uTnRjP/Zn/0Zbt++jZ//+Z+HzWbDs2fPhODO97u8vIzz83Ps7+9LwCQVbHNzEzdv3oTVahUuosPhED285+WoY3bgmYW73W5YLBbJFOr1OjweD8xmM9bX15HNZlGv1xGNRkWZlM1mxWvV6/UKbshSniMduDa0mQw3OLFDwjbkyZKrymBMTNPn8+H09FSeJbMsBjfCC1wPDGKUzBJDtFgs8hmPj49x7do12dRUFGWzWSGuM9Nlt1ibGXEtMRvjhtbq2Vmys9xlpq+VfQ4GA+TzeYEYSNWifj8Wi0kAp5qK9o2TyUSMxXkAkkuq5fyyZCfNkPQv3icaf3OCBBuxrBDYkCSFib6osVhMDsnhcIhnz56JuotzvojNRyIR2RdutxuxWEyojdxDTLjYJNMe+oSFtJeWsfMm10+Tgf6/Afw/APyvmq/9LoA/V1X1nyqK8rsv//47iqJs4XIG/DaAGIDvKYqypqrq3xjeaR1XrVaxubmJUCiE/f192Gw2LC4uSqb13e9+F5lMBqurq9jb20Oj0cDt27fFOemrr74S+7XJZCKjPZitWCwWuFwuGRJGmhJpOEdHR8I3vbi4wGQyQTgcxuLiIpaXl2UhAxDeYCqVElpLrVaDw+HA2dkZFhYWAEAyHY6gYMler9fFFUmv18u0S5fLhW9/+9vo9Xo4Pz8XjTCBftrhPX78GM+ePcPGxga2trZgs9lwdHSEer0uv5OBKBAIIJFIYG1tTahMiqLg3r17gqOyNNLr9VhYWIBOp5PMmZudJR/19LPZTCZd8oQHIJucCi1OQCTftlgsXtHFu1wuhMNhFItF4RgyYyEXk94GzDK0hhxU63DkMH9+NBpJdjU/Py8uVQx0wGXGR7aFXn/p2MT3wEyI2RHhFGLLVBqxcca1QfwQeDWbSKuIYcMQAPL5PEKhEIxGIwqFwhWJKj8377/W5EPbrWZfgOtDS/viAZtIJJDJZGQUiFZVxyyYv4s/R7kx2Q5MPChe4SHBxAGAzLKiDwLvQyAQEFMUltps/PE5sAqYzWbI5/O4f/8+rl+/jnw+L01Zg8Eg0wtIEXxdmaalRul0l8q51zvthIj42lol1Ne5/tYAqqrqDxRFSb725d8A8MnLP/8zAH8J4Hdefv1fqqo6BHCmKMoxgLsAvvjbXqfdbotCIJ1OY3V1VcY5PH/+HMViETqdToatdTodfPjhhyKJfPHiBer1uszq0el0iEaj4gNKvbzT6US5XJYJldoyKx6PyxA4Go0sLy+j2+3KQikUCkIL4Yxz0iWIRxqNRjQaDRkuRrOD8/Nz3Lx5UwLBxsaG6Mzb7TZ6vZ7wRW02myiCms2m+HZygdEmz+fzAQC++c1vCpeTQXttbU1MjJ8+fQrgcvBcJpORhsnKygr0ej2Oj48lEHL6KLu27XZbVF/MhJidMBMKh8PSJWUDgd1R4r6KomBhYQEejwfZbFaaaQzIJF5bLBbxOSUOSHyZJSvxQrrWaxkVpE+RScGgEo1GkUqlJIPk7yR/VFEUhEIhlMtlIcdr6ToAhNuoHcHMtaENSsxwKc1l+UrCujYzIrRUKBSuyI4pEKAajPQvKrim0+mViQEMusCrbj3HfxBaoJrI4XAINYm4K/FoBkRm0MRbSV3jPZ1MJiKHJmF/c3MT8XhcGBiBQABOpxOxWEyoXdohhbxXiqII9EMxxG/8xm+g2Wzi3/27fwe/3w+r1SpZt/YAofcBnxXhC17aEl2bbWppTOyzfN3rTTHQsKqqeQBQVTWvKEro5dfjAH6k+b7My6/9lUtRlN8C8FsARP9uNptxdHSElZUVMa19/PixlF6JRALHx8fo9XpYWVlBt9uF1+tFNptFs9mU4W/j8VhMjA2Gy6FWNB9h15ZgN3loNBiJRqNot9u4c+cO9vf3peT58z//c3zwwQdwu904Pz/H3Nyc4FRsPtEnMx6PyxyhcrksZbrH45GRI8lkUuRtDNbM1ijV+/LLL2UuFKkhzG44+peNgtlshmvXrqFer8v89YuLC+j1ety9exe3bt2SQ4aa8Ol0iuXlZaytrUkZ2+12sb6+LpuSz4H2eLS/438kxPPwYFee4xpoxsKMmO5W1PIzgyWn1WazCQ+YzRpmTP1+H56XY0EYqJn5kX86nU5FCOF5OXCQJhpaR6+VlRU0Gg2kUikYjUZcu3ZNGkPAq24zm5F8Lo1GQ34PzbhNJhMKhQICgYAESDp6ae3UaNbMPzebTRlUSN6xx+MR3qXD4RCaFzPel3tOSOvM7IlDsnHFZibL8lKpJBxMjgqnOohQAXDZrKSizmq1olKpAIBkm3q9XiAe2gB6vV4Al03e1dVVeS7MZEmb4nrh65J3SgGFVgWVSCQAXAbHX/mVX8HR0RHOzs4Ev9RSnbSKQh4cWvyYbAL+nUGUVQWrkje5/ks3kX4SkKD+hK9BVdXfB/D7AJBMJlWeUMR0HA4HPv30UxQKBYTDYcmE6HxeKpWwvLyMVCqFdrt95WS6efOmdMVpYJHL5eByuWSy5HR6OfSKBgSk3BCMt9vtMnPp8PAQDocD+XweqVRKTn7tpj8/P8f169dRrVZl+uOzZ88wmVy6Y29ubmJvbw+pVOqK808qlUIikZASymKx4OTkBPF4HDdv3kSj0RCZaC6Xg9frFWWWwWAQ2guxLBpE+Hw+cfX/4osvsLS0hFAoJKULS7CDgwNpSrFRMp1OhV/Kxkwul5OMml1f2u/RBNhut8swPhp7MNMbj8fwer3o9Xp48eKFLPJ6vY5isYilpSXphDOwkppC9gT9B+gexWbTcDiUg5GlLoMIO/tWqxXPnz+X9We1WgVn1ToP5XI5JJNJaQqxrOT6aLfbMhaZ5TmDFKsBTlptNpvSiOGBwcyYOCxFHHr95USF6XQq/FJ+Dq1UkRQjLUOB+B/9OYmpEgsmRYrvS6fToVgsijhES/1j86ter8trMyvmNANi2nzd4XCIWq2GDz/8UGhZ4XBYKgseRuzkM8gTCmEApXSV2TnH0SSTSclQT05OZK+wsfk6NYkZpvZ1mWSw0mH1Qpm01nn/61xvGkCLiqJEX2afUQCll1/PAEhovm8OQO5v+2V6/aWe+quvvpLS84c//KGUMYVCAcFgUBQS1Faz2UP1kRbvACCbvNFoiBUaOYnMVvlgrFarGDZwnC4DKQBpjIzHYywtLUlQY3c7lUohGo3CbDbLgDtSpmjivLi4iC+//BKFQkGs8xqNBvR6Pebm5q7QN7LZLMxmswRxZiW9Xk/4ppS0VatVcUMiDzAUCmFhYQHj8VhA+EajgbW1NQQCAZydnUlgsVqt6Pf7iEajcDqd+Pzzz3F4eIgPP/xQYI3l5WVpIJGpwMwlHA4LwbnX60nJxpKSMAmDNDEuOofzcHO73eKnyaYFAw6D3HA4xMHBAW7cuCElLj0kSath84Al3dHRkTx/Sk8vLi6EAA+8KiPL5TKWlpakZOVE1ng8LoPojMbLeeIPHz7E/Pw8jEajzFqazS5HlWg3KtcdfQ7Y2GQ2r9frJSiSNgRAsnfKNFutlng5MPjy0GA14na7hUpGaSqltfycbCBpObos7fV6vfizsrnDe0mtPjForeP+nTt3MJlMMDc3h9XV1Ss/p7W/I/uF9Dhm36w2yGt1u93Q6XQy8oW4Psch871peZ7AK127ljjPZ2symWS/lMtl1Ov1K2NF3uR6UwLU/w7gH7388z8C8L9pvv4PFUUxK4qyCGAVwJd/2y8bjUb4D//hP0BRFKyvr+PBgwcCmJ+dnV0ZiGW1WrG4uCgfOBQKYTQaiSXaysoKIpGIOOJoRxaEw2HBsui+TkcZg8EgAZpDvVKplKhR6NJkMBhweHgoOCYDBfFQdvnpaM/M4N/8m3+DarWKe/fuwePxiBkGmwfc/NrGEikyVAbRQYnZczgcRiqVQq/Xw7Nnz/Dpp58ilUrBbrfj/v37kgWNRiPxFqDH6a1bt6Q5cnR0hFKpJDPnFxcXYbPZ8N3vflcGsRUKBTx69AgXFxeiNuHhwow6Go2KzJJBkB18dkvZ5Q2FQvB4PBgOhzg6OsLTp0/R6XRgs9mkW6vTXeqrmR1wUxCL1rqWm0yX00qn0ylOT0+lEmDZT5szTj9lduT1epHL5bC7uyuQR6FQkOzOZDKJiMDv9wsFh+otg+HScGZ9fV1odnSkoqqIPFGHwyFVUDKZRDgclkOBWCP1+6yS0um04MAAJGNjWWo2mwUnZVDjM2CpysqObkykePHw5vOk+orMF1Zm3GvcIwbD5dyw5eVlBAIBXL9+XcQGKysrslcByBgSGkpr7Qz5fovFIs7OznB4eIjnz59L04gTCprNpuxh0g7ZtCTmySRMa07Cg4WBtNVq4ezsDCcnJ8jn8xLMySp5k+unoTH9C1w2jAKKomQA/E8A/imAf6Uoym8CuADw3wOAqqovFEX5VwB2AUwA/I9/WwceuFwUH330EcrlMr73ve9hPB4jkUhgOp1ibW3tilv45uYmnE6nYG3EfaxWqyhhvv/976PRaEgjhPI54mpcMDwhQ6EQstksrFarnHzkjjILVhRFhrq5XC7pMBeLRckwyd8kBknSNbHFL7/8EpFIBB9++CHS6fSVEpI4LsdJvLyf4ui0vb0ti4mUGo/Hg1u3buE//sf/KKNNyuUy1tfXcXx8jMePH8uEUWYeyWQSs9mlzdrc3Bza7bYcQOyyejwerK+vixNUJBLBxx9/jLOzM8GZuGD5d8r/2MGmTJLlGZVG5JCSi8kDgfxMm82GTCYj2U0gEJAMmSXqdDoV6EVrSUbWBEtuKnB6vR6KxaJ8H0tFHqDMDpmFEyMnz3I2myGdTgsTgJSpxcVFgSh4iCwuLooAgoyO+fl5XFxciAmzlpZDwxmKDNgcS6fTcLlc4rBP/i+hEVZbzL6ZSNARi5k/cMmPZYXCfgJ/lio5AFckmAAkE2azjQcOO92xWEygmUAggK2tLfksnKRAwn3j5eBGYtTtdlsobeVyWZIImsGQ4cChfOSi8mvMMhmstSU89w6vTqeDYrEoQwl5uDEzfp3a9HWun6YL/z/8Nf/083/N9/8egN/7Om/CZDLh4OAAL168wGw2w+rqqozp6Ha78Pv9SCQSCAaDiMViePbsGYbDoWSa5XIZv/ZrvwaHw4E//MM/xHg8RiQSkXnvk8nluGI2fbSpPU1Vyd3rdDpCEN/a2sL5+TlKpRLi8biMsKWRB+3AeGqzhG2321JuJ5NJ9Pt9IeM3Gg189tln2N7ehtvtxt7eHm7evIl8Pi+O8jxVp9MpLi4u5HdxoZGmY7FYEA6H8Q/+wT+Q2fWpVArHx8dYWlpCPp8XDI+45LNnzxCLxXB4eAi73Y6lpSV8/PHH0OkuHauYsbM5RveocrmMubk5wY5YIYTDYQmS3DwUFdCxndkGAyybZwTyOYlyb28P165dQygUkpKOXXkGM+J5bIKxdGdAoDM8szrCDAyq7OTzMGQwHA6H4kAPXPqaUvFTqVQks+PETx6MZCFQ4ssmEw9eKt6YvbHJwcOEjSX+LA8yNltYhtOZnqU3S3eLxSJY5NbWFnK5nNwLOo5ls1lEIhExhqnX6zCZTIKx8iAcDoei52cTiRiqFmsEIJDLwsKCVBkM8MSqjUYjarUaxuMx6vX6FSybVCtVVRGPx5FIJCRJYuMPuBx5QhUh2QRaXvDrHGHt1el0xDeUr8ugyTWuFYi8yfVWKJFIf1leXhaXG04ppDu60WjE0tISPv/8czQaDfHSrFar+Pa3vw2Px4Pvf//7sFhejTIGIAuZo4dZnpMmQ2zV5/Mhl8shFApJR29+fh6fffaZaI3Z2CB++uTJE9Gnc6zAZDKRLiUzMa3FGgPx4eEhdnZ2hMc6HA5RrVbFWLrZbMJoNKLX6wkZnp1VLgq9Xo9UKoW7d+/C4/Fgc3NTnJHIm6PpiMfjEV/VWq0mhiyESCKRiAynI0YH/NVBXKTd8N7TaWk4HMrvp9kIT3ee9jwQWR7yM1FZw6Fg8/PzklmSMUCsjo2RTqeDdDp9xX2JevharSaNEr1eL6otNtp4eLLjbzKZZM47O+jEAl0uF1KplGCf+Xwey8vLV7Ir/l5KeKPRqAQPVkn8jHxvlKRqmz7A5abWUrRIVO/3+zKLihUZVUGtVktwcL1eL+5VPp8Pm5ubUu6Sc0v4iYGfUMLFxQW63a40bVmqs0nHDNJms2FzcxPXrl2TceDsrHMqpk6nk8qhVqtJUtFqtZDP569guVxnwNU58+FwWFyngsGgVEzkb/M9MmNmcjSZTFCtVsWAhlWGFufU+heQjfMm11sRQLXa5lwuJ5kLsR+C9KenpyiXy1hcXJQb8Iu/+IuYm5vDP//n/1yyLWYttEnzeDwol8uIxWJiN0d5GbXTzOwWFxexu7uLra0t8VSklJE0EzZkyH2LRqOySFj+N5tNyW6IkaqqKpuec+VpFLy4uIhutysNqIuLC+zv74s8jyUu3YWuXbuGp0+fCul/PB7j6OhIDiHgcrNSLhqNRuXesNGWz+cxnV6OkCaexPJKVVX4fD4kEgkp5bSSQzYtnjx5IsyGZrMpSiDyBdkAY3lJnLdUKskIEe1gNr/fL8ofrXaZ3WfCGOQ30gCGkkTtYDhWFOfn50JPAyAUIXIFGWDZnPB4PEilUjLimbQpYonkJNMnk+OlzWYzLi4uhM/MdcYMmAbSWjNoAIJXUgrKi5kq5ZSbm5vIZrM4OztDKBRCq9XC/Pw8jo+P/4o/AA8KZrGlUkk401Ql0ZfAarUKXEOMnEIK4qR2ux03btwQiOjWrVtieUeeM+8/m0VaNsFkMsEXX3yBarUqDAeuI2bUzDx52FCdxnvBJho/E6EIrklVVYVxU6lUrhxKP6lJRKUUHf3f5HorAigzgU8//VSUH/QOtFqt0nF++PAhNjc3MZtdjtPd2NjA4uIifvzjH2M2m2F9fR37+/tIJpNSurEhQSnZ3t6e4J48sTOZjCgcuMnow0ncFHil0mBg12ZBc3NzkqFSUsfxyATwSdFixgIAn332mSiPlpeXxQw3Ho8jEAggn8/DbDZLWUu+Zr/fx3e+8x1YrVYUi0Ux83327BlWV1dlYdJ6jxifw+FAJBK5UiLRYo54Ep2Y6vU6Hj9+jI2NDYRCl1RfBkLgMqCurKzIc2RzjAogNm2YmbF810p0SYBn2ZdOp2EwGCSzp5ej9neyfCUdy2azyXhg2hTSAo+TJ6k+owRxMLgc+0GMkRCE2WyWoX80D1ZVVcbtJhIJPH36FL1eDy6XSzJvzsRiA5AlbCAQEAyTqiCKLmjgwZny9CbtdrtCHTIYDOJYRMiIjlyscGgpyAOIpXSv1xM8ls0fHizakSDkY87NzYnIgpAHD5qdnR3Mz8/jzp07CAQCYnwzmVwOdeM4ER4MhIAoOiEdjgGV01LZi6ChNRkb5EIDEB8ImpC/ToancIRO9aSIaRk5zHC1VDcmRKx23uR6KwJov98XWo3dbkcoFEIgEBBPy62tLTx+/BjhcBiZTAZGoxHXr19HMBhEo9FAtVpFMBhEqVSC1+tFIpEQMxFOlvR6vXjx4gWAS+no/Pw8DAaDAOhc7KlUCmtra+h0OvB6vXj8+DGazSYWFhYwGo3gcrkkALI07XQ6VzLWSCQiHT42L0iK5gHBjckMy2KxiF/maDTC+fk5FhYWsLa2Bp/PJ1koCciHh4d49OgRYrEYjEajOKE3m02cnZ2JbI7qJAZGZoYkVe/t7aFYLEpDA4DAF2ziaKV8Wo4dJ2kyC2C1wPtAegw11OVyWeANlp4sZdkcKJVKV8wfGHBJ+9HOvqEi58GDBzg9PcXGxoYYgRCCKBQKQuvh7yTnOJfLwWKxiDM8g3mpVJKgmMlkRL7IctrlcomBt9/vl6BHiIYUIB4eNIxh5uT3+5FOp2XwHdcSKU2kV1EfTsz3+PhYIBSOS2Gpy2Df7XZF4UUoh3Z5PMCplAsEAjIYkY3QUCiE+fl5KYWNRiNCoRA++ugjmM1m+P1+gSBarZa4f62vr0tzk2uB76fRaIg/KQ+nUCgk43pGo5EMviOcxQDHIY1axRTwinZGXX+xWLyiJno94yS9iWYrpEMySdMql77O9VYEUJ6O/HA09DCbzfjOd76Do6MjwZKoseUgN3YxqV3+uZ/7OdRqNZTLZSwsLMiwLYLbnNlDDijVJXT0YYOJAaNSqcBut6NSqeDGjRtXuscABNgfjUZiWswGGIAr+BYAaaSwLJufn8fh4aEYdZyfn8Pr9WJhYQEulwuZTAbPnz/H/Pw8isWidNHJLLh//z5isZi413zwwQc4Ozu7Yj7i8XhwenqKSCSCZrOJpaUlDAYDLC0t4dvf/rbw8XiPCcoz283n8wJHABC2gjYAcHjaaDSSUosNk0wmI7AKFSyECahW4u/VchDX1tYEk2WJy01Xq9UwmUzg9/slu81ms+j3+wiFQvJanMbJ5ki320W9Xsfq6qpIdGksvLKyguPjYwCvqiIyPCqVCjweD4rFInK5nDSPmLmrqopIJCJZFYPbbDYTQxLCJ8FgUMw/tFgoDxXKHBmIuLmr1aqo9hj4XC6XuBKl02k0Gg0kEgkpTy8uLq6M4aZiiYciObPtdlv+vrS0hHQ6LaT7jY0NYT3Q7o6XxWLB8vIyLBaLPBMtx7PVaiGbzcr4HVIB+V4Y2BgMKf0FIEwTrnUtc4afh5ATlUY/6WJTjjCK1uCZzbSfpZnIz/xiYNTpLm3lSPH55V/+ZcH+jEYj5ufnxTyCYxiq1SrsdjvS6bTw7168eIGlpSW8//77gg09e/YMzWZTaDHsiHJ4WzQaRbPZFJxoNBpJ9300GiEcDl8pPbjQqQOm6uY//af/JPgZKS4kIZPHyS47s6q5uTlks1mxraOGmpzG4XAofo8cQnb9+nUZFVKr1aThdnh4KFjZkydPkEwmhZycy+UQi8Xw/Plz4cQS7qDcj8RiktTp7s1mAbNu+lvq9XqZflksFlEul4ULSyx7MpkIu4DacerdtUYQbAz4/X4JDDTCYDZF/IwGIJwZpXXOZ7kOQOho7KjzeVM6eXZ2BpfLhVwuJzgb5bPpdBqJREJMSkwmE46Pj6WpScyYTZxQKCSHgF6vF/MLQiRLS0sAIFzYlZUV8WFVXlrmsdSkl6rX65X15HK5pOQ8OjrC/Pw8er2eEP2Pj49lyinLeGaFdMsym82oVquSCCQSCYGEAoGANPUCgQAikYgEb+K9lECzK67Fn0k5oj8BMUnCDNVqVQzKycLg/gdezSii6ELr70paGiu+arUq3G/g6vgPbYCnQo5ZJ0UJ1Pqz2nnT660IoNSDk5IyGo3ElYmKFc4OymQyyOfzCAaDqNVqMkGSM48ePXqEQCCA7e1tWK1WZLNZkU/Sh5MenswEg8GgbAqSw3lyLi8vIxqNCpgOXJrmcjSyw+GQ8RfEfkh6Z8eYXpbr6+sS+N1uN2w2GyqVCkwmEyKRCHZ3d6HT6VCv17G4uIh8Pg8AciInk0mYTJdjh//oj/5IbMGoA+dG4OmuVWMweyLbgSVjp9PBV199JUwDZt6EHDgYjS7ntHwrl8tXmjEGw6tZ8xxFwu/nYUOlFbNWXuyCan8fy2mXyyXYXTgcRjwel9K/VCrBbrej2WxiZWVFmAWUd3JiKk1/mTU6nU7k83m43W5pTJECxaCkLe142AIQp6HT01PJIrk2TCaTZOOEDUgKv3fvnqibmJES4+XAPWaNVMOxscj3XalURHseDAaF68nsbTqdwu/3o1QqicO81+sVH9T5+XlZ37VaTQYlMlOuVCrC06WElmwFdu6p1lJVVdgYpPARS+V6JHZMS0auDd4jBkz2K+i+RdYBLQ9VVZXg22g0BD//SWW6FvMk3k2KlZa3rCXd/+fQmN78J/8LXqqqis1buVxGOBzGhx9+iEqlgs8++wyBQADLy8uo1Wp4+vSplFZ2ux2RSERKrN3dXZhMJly/fh3D4RClUgnPnj2TUQZcCBaLBbu7u+h0OpKJsXzQnpiKokj5Pzc3JzxOl8sl/pYcVkZMajqdykwndhdJQiamQxVJtVoVUxI69bDJAACVSkUaJMRJp9OpZCzNZlPeB0sYdnaTySR0Oh0+++wzoX5wuFw+n4fRaBQzZGappLnQQSibzQqWTNkpLdF44tPolnQjlpPU6ff7fcmugMtMhiW6FtPUyl59Ph/W1tYEZ2WmSrI8MxKj0Sh4YLVaxfLyMqxWqxitcBOxy01H83K5jIuLC4xGI2xvb4v3AgnpLP0nk4k0wAaDAU5OTuB2uxEOh8Vta2FhQTi5dHIqlUrI5XJCxyITgM5JbAZpp75Sy88s1OFwIBAIwOfzYXl5WTB/nU6H09NTgSxodkMcdXFxEYlEQgIYADET7/f7V/wL/H6/cHL5O1hljUYjUeLxcOPgP+Dy0ONn5QhqslAmk8sBg+l0Gt/73vfwF3/xF9jd3RWxCJ+5VqNOnJjMD06KZTXT7/eRyWTEk4FNIiqItA0jslwYvIl3ci1wzDRx2p8pkf7/H5fBYMD+/r40H+7du4fxeIwXL15gfX0dq6uryOfz+N73vgedToe5uTlZZLPZDGdnZxiNRlhdXZXMTlEUPHv2DKVSCTs7OwJWj8djHB4eSkbh9/ulUcAGDRsfXOyklmSzWQCQzqp2nEI4HMbBwYFgrU6nU/5sNBqxt7eHRCKBaDQqQYGvT4s8j8cjEsNut4toNAoA0lxikNQ2jLjpLi4uhM/J8QfEy2iyMhgMUCwWRS2VTCZhNpsFDywUCpibmxNTDGY3LKXYgGL2yMYFcAnap1KpK5JANk34nLRu87w3PP2Jh3ItKIqC7e1t6bCyzNfORB+Px0in0+K6lMvlxDuVijJ2sqfTqWSMnGBwenoqtBmTyYRkMikHKasEvl9+nuFwKGOex+MxcrkcwuGwNJHcbrfo6YFLKIhsD04/ZSnOia6hUEjuDwnrpBrR0JsZfrFYFHyZEML8/DzK5bJ8DvJVzWazzOIiBkhmCACx8GPWx4yRnEkGc+r3KTaZTqc4ODgQj13OIGq1Wtjd3ZW+QjqdFn8J8oW1h6mWuqTlYxKOojT30aNHOD09layTQU8riiFWzIDP//MzkGGhzTrZ0Qf+G5+JRPcfj8eDWCwmmWQgEMD777+PfD6Pi4sLbG1tyaKaTqeStVAdxIYJ1ROkNDELJBjOZgn1xsxgtaYJfOgGg0H8Cy8uLsT7c3d3VzIu6qvpGM6MplqtSgOEG3htbQ2xWEw07FSTUGFSq9WEoE18cW9vTwj+9KEk5SSZTKJeryORSEhQoZqFqguWz5QaUpf85MkTvHjxAg8ePMAnn3wi/pnAK+f+YrGIo6MjGI1GRCIRGZnCoARAcMz5+XkhyWtxpcbLeUfMGpmNa5s02tlUVqtV9Pkco6I1KWYJTIcu+qISviDuyIDPWVQ0cWaDyefzoVQqwePx4Ac/+AH+3t/7e5KRNZtNrK6u4vj4GH6/XzZ0OByGTqfDN77xDbTbbZnYys1LdZLVapWmksfjkfLe5XKh0+kgEAjg4OAA5XJZyvt0Oi3By+PxiAig0Wig0Wggn89jMBgIF5nNqFarhadPn8Lj8SAajQo0xY44D2AGDGLItJDT2sxRGWW1WjE3N3dFj84mzsXFBfr9PhYXF+UespHj8/mQzWaxt7cnijU2ywjL8PkzCBKq4feydHe73ajX6zKy+XXNOvertjHEyaDEOfnZCDNpm1baxtGbmom8FQHUaLwc42swGPDkyRMUi0XcuHEDXq8Xx8fHwhGj1I5UDD6UZ8+ewWg04ud//ucFUzo/P4dOp5OAvLW1hV6vh4ODA+liJ5NJYQDodDqxq2OZzU1GmRuzGYvFImWwlnIDQBor3MRUyZBEzf/r9XoJvCRll0olxGIxnJ+fS7eWah/KBxmEisUiFhYWxHKM2F25XBasOBaLYXl5WQwvGGxUVcXm5ibW19dl1vb+/j7m5uYkU2WDbWlpSe7FbDaTGebMslniUrLI5g+zBC0ZutFoiCSRm4n4Hd3L2ShYWFgQSk+hUJADyufzSbUQDAZhs9nw/PlzZDIZMZCmIxT9KqmMYmbtdDoRj8eRy+WuHIhffPEFbt26JeW15+X8oFarhUAgIFZ79EYwm83Y2dkRnjCpW3xe/Fxs4szNzUlpHI1GZWYXq4K5uTkUi0VYrVak02m0220ZqphKpeDz+STAMeO1Wq04Pz+X5ioDMEdsb2xsyGdhw5UMA5bCDMhOpxPLy8uoVqvCCDg6OsLi4qLQ70qlEmq1mnTjHz58KA05zpQ6OzuTwEzFH9cEL7IBGOA8Hg8ACP4MQJRLlIECrxRE3Ic8fPm7mOwQ69TuUb1eL4FSW/prv/51r7cmgPZ6PWSzWeTzeXzyySeYTqd48uQJdDodVlZWpIyq1+solUoiGaQ5wO3btyXgEsD/5JNPUCgUEIvFBIimFjqRSIglG+eqE1sjHkYOHCVqVNhQxUSslA+XXU/Py7Gr3Ez5fF6MJGiRx43C7KlQKGBlZUXs93Z2dqAoihD0e72eEPvJIwyHw9J00ev1yGazMrLZbDbj5OREqC/b29ticEHMlxnp8+fPxb3I4/FgbW1NMlDajTE74ULX+k8uLi6KVJCHBOlDACSr4/3lgtW6sw+HQ2xtbYkdG+ER3ufRaCTqHkoPj46OEAwGce/ePWxvb0u2QkI2g7vP50O1WhWrOfpg0gnK5XLhvffew6effiqBiQwLr9crB2skEhHOZa1Wkz9zI1NZRX+A3d1d2O12+XxUp/l8PtRqNVHoHB4eSnAnH5JcTpa3nIR6cXFxJSC4XC5ks1mEQiGkUik8ePBAnhGbJSTNU1pJwxA2/VqtlkAvACQDJ93p4OAAtVoNN27ckGaO2+2W8pzvN51OI5PJyHPg67B0ZgbLIE4KGMtrUvnI/sjlcjg9PRXrOlZTDI4Mmtq/M9FipcNk5vUuPasyrTb+Ta63oonE7KJSqeAXfuEX4Pf7USwW4fP5ZGzwbDbDF198IQ8WuMSXms0mtre3sbq6KhJBEvLJu2ODhBgYHWVIAqeRBE9vPti5uTnB++gezuyUVCNag7EjqnVvYgYDQBoh6XRaOKfErNi5Z9ZGZyXOXaL13scffywl9MbGhpiY9Ho9/OAHPxBnKJplEPssl8s4Pz/H2dkZHj58KPOejo6OUKlUcO/ePUQiEZydnWFvbw+Hh4cSbAnmczAYAFHWELMaDC7nrhM6oFclx4+QQE06CWELBgItvhoKhYSyw+DDhgD/TOyVstf9/X1p6HGzEgtnB54HgsFguNJ5djgc+JM/+ROhTh0dHeHu3btwOp2iwSeFjmuJGXG320W1Wr0yY6lWq6HRaODs7Eww4Vwuh2azKfACBRaUamot6gKBgLA3Gi/NtE0mE+LxuEyxJEOEdoc83Hw+n2DZJKfn83nkcjmcn58LG6RcLgvvlCovUvvIWKEpDvfZ/Py8KH28Xq/g+OFwGIqioFKpyOtyXRPP5Fpnw5UB0el0imiGDvZ0ebJYLEilUsjlctKIJJNCS4KnyIFB+Cd5g/L6SZJOMgfojPZ1r7ciAyVofPPmTXlINLnw+/3odDr4wQ9+IDQeur/TrOEb3/gGms0mUqmUcCq5IPv9PiKRCPb39wVT8nq9gk3RUYhz130+n9BHKKEjxgJA9NFkBRD7ofaWG5tddpqhUJ/cbDaxtrYmoDfLMEVR8OLFC9HN0+XeZrOhVCohm83KYUKLNfLgtCWO2WyWIMsTP5vNYjgcYmdnR1yhgEv9/cXFBQ4ODrC0tCT0nvF4jC+//BI//vGP4fP5ZPohTU2omOFJzmBCYjszR5ZihEeKxaLcT8IwxJCpQGPg6/f7V5yNeD/582RLzGaXfq7pdFos3QhvkBlB4j/XFlUuPIDW19dxdHSEra0tGSu9vr6OarUq2Ku2ccXPT/y23++L/JTuXXSY4qHcarXgdrslA2f2SSiE0k9yUcfjsWSrAMQjgk3GxcVFVCoV+P1+6aCztKfwQ6/XI5/PS8edz4JrmGR/YqbD4RDZbFb4t7y8Xq/cO4/HI8+Do7hzuZyo0th0JfWOVQYzQkqz+fkByOvx8Mvn8ygUCsjlctKpZ9X3OmzG6ov/J7bJqon/595kxcNmcaPRQC6XQzqdfqPY9VYEUHLrDg4OxEWHHUFSQHhz0+m0eILu7+/jgw8+kNlH8/PzaLVaODw8xK/92q8JXaJQKMggMQAysXAyuRxdQLuxZDIpFKSTkxPUajXJBoFX83GIp+3t7cFmswlvk4vG4XCgWCyKLppZKhsv1GAPBgNxSmJWRXyRBhHsvPMkJ3eUMIZer8fi4iIMBgNqtRpststJptzYiqLg5s2bGA6HWFpaQqPRkFEfyWQSbrcbT548QbVaxXvvvYdEIoHT01PBD+nTqLUxo6KD9BeLxYL5+XmxzCOuBEDueblcluBgNpsRjUalq8znz/vHiQN0yGL57vP5UCwWJSiR50oydSqVEubB7u6udH6NRiPi8bhMmtRmy3xPKysrgovt7+8jGo0K5sqNFovFcHR0JF4C7LhT4w0Aa2trkplyvO/8/Ly4+GezWZGOUndPSaU2W7Lb7WL2Qos6h8OBo6OjK69RLBYli9LSeHh4ceQMFW/xeFwasNouNoMvf9fq6ip8Pp9Ii1VVxdLSkkAgJpMJpVJJGoSkftGRbDabSZbIw8fhcAhs5nQ6MT8/D6fTKf0DZqgPHjzA3t6e3CMtDPB6AGVw1rqGkaTP9QG8kn4CkKQjnU5LE47B/GvHrjf6qf/CV6/Xwx/8wR+IPjkajcLtduPk5EROLoL59+7dE/B7Z2dHuvBU7VitVrz//vtwOp2yoQqFgjgSEbcjH2wwGCAQCMgGp3ErO7yNRkO6zjqdDnt7e1hdXZXylSc4T1Et9kJyO7Eoj8cjvo8sO0ioZiPG6/Wi3W4L+fnmzZsyand5eVlmCjGbbbVaCIVCCIVCstmZ8ZCdQGC+Uqng0aNHODk5kewzHA7j448/RqPRwPHxMUwmE9bW1nDz5k2x4CM/lZpkuleRokR6isFgEKs14JWDOY2NeV/5d/pT0jUrGAzCaDRKF58iB/6+2ezSK5b4GRsUNIR58uSJNIZY0ut0Ohl9Qqx5Y2MDT58+la709evXhfMbDAZxfHyM+fl5aUIMh0PBnxnsaKRiNBrFX5NDCGkG7fV65R4Dr0bOuFwuvHjxQspnLc2HGKiiKOIjS9yaCqKzszMAl4FgY2NDcGdSjCh2KBaLAC6xUGbTxLlJfo9EIldcmmjtFwgEkE6nUSgUxJ6P6jm6btEUhqU6D0P+R48ETgA1m80S3N1utzR8yP/kocEGJiEEvjb3FveXVijCe8v7zO/loTiZTDAYDMQKkorC1/mkX/d6KwJov9/H0tISer0eIpEIqtWqNIMmkwmSyaSc5MfHxxgOh9je3r4yMIxmCJw4+Pz58yvO03Nzc7JhAQhRno0Sjm1QFEWMQChXo50XHwKbMDzdmJlSrUFMC4CoSLRQABtHdGZik4o4H7M4Bu7BYIB79+5BURSZI06iMgPzeDyWDmo+n5ephvV6HYVCAeVyGT6fT1z7C4UCnj59ilAohFgshmQyiXg8jn6/L1pvEppJQSLlixpyNgOoLmJDgI43DD5c6CaTSazjeN8oJGAWyQ3Fxa99hiaTSag+VKal02lpOty9exfD4VAaghwPUq1WhUBPP4CVlRWZlcRsxGw2Y2NjA+fn5ygUClhdXcVkMkE0GkUikcDFxYVos9l5NplMMh1B26Agz5iKOZbihJ3YxGk0GiKYIKOChysPaKvVKgMVSX5PJBJYW1tDPB7H/v6+qPM4AwuACBTW19dRLBYFb+cAv06nIyOcqcIj6Z7YL52eAEijs9/v49mzZ1IZKIoiHGlWEcyItc0bUgjD4bAEROBV4M5ms3j8+DFSqRR0Op0YPjNoagMoAKEHavm+Wu8AHvYcekdeKjNqrq//nOutCKAmk0mkhTw5yVEjpebWrVvSGLl+/boYrZrNZjx9+hTJZFIyylQqhWAwKMPTOPqWG5sLhRkuy1LqzYnzmEwmocqEw2FcXFwIlUdVVVEUMYCRuEvqknaSJPXi3GjcIMPhEF6vF06nUyzSmImGQiG4XC7Mz88jl8vBaDSKGQrLFR4KJMX7fD5sbGyIVvj8/Fy0xZz1Q2d1m82GZ8+eycRIjuxgQ42Yk7ZDyu6l2+2WBgjvqRYXZOOOHFw6WXGOODFXBljOTGLWQmyT64CORNqMkNJPOgTx/XLNAK+MasLhMPb395FOp5FKpbCzs4NIJCICh29+85tIpVKYTCb4xV/8RZn26nQ6cXBwgPn5eQQCAbEJPDk5QTqdlnVLSSKNO5jZvG6EzTVCHJSZHpVZtK0DLjOvxcVFuYfb29twuVzY3d2V0SX0G6ANXSKREFoTJ9WyIcUkIpvNiqk2G6h+vx+BQEAUZ5zhNJlMrpTZdDCjXeN0OpX5XzwY6a7Fz8DKzuv1irkOG3oOhwNutxu5XA4nJydoNptiN0j6EwMj1zwbvcBfJcAzsSEuXK1WJYHQskHYUNJ6hr7J9VYEUEVR4PV6UavVcHR0JCcLMROWcSwjSXYnJ5JUIg5Zc7lcCAQCKBQKErACgYAEKHYyWRaRfEttOBtG1OGyXKf2nYYYvV5Pylg6/ni9XjEsyOfzAmSzTCKthDQskq+p8OFCicfjMm2UDk3FYlHoLGazGbdv38b5+bk0bEiHodMRcKl0uri4kNJQq2O2WCz49V//deGsEptjYOKi6na7OD09hc1mE+oLG0DEt9hUYhbGcr/dbkvjifQxKmnovMWArR2rwVG/zDydTifa7bZgoHq9XtYAMVNq5imLpWHw2dkZjEajyHZrtRoePXokEyTJGSUOqtfrsba2hpOTExndwoYQ6VG3bt3C8fHxlUxRq8NvtVpC8+n1emKdt7GxIVk2D9S9vT0ZR83PTG9Nm82G/f19rKysyKx5Hmak4A2HQySTSSQSCQlqx8fHsu45pI5TD9hkogmLql6OkyZ8wWDPgwu4pFeRwcDGH5Vg0+lUmm5adoaWYsQgTU9UlvOckJDL5YRFwpJcW54DuFJqc1+9jnMCEL18Npu9YjjC58PPrA2gPzM3JkVREgD+VwARADMAv6+q6v9dURQfgD8AkASQAvD3VVWtv/yZfwLgNwFMAfy2qqp/+re9jnbBEcyeTCa4ceMG3G43Dg8PkUwm5dRip/fx48fQ6y9narPEXl1dlc71aDTCjRs3EAgEcHFxAQBivEvuI0tTqiRYYrERw0VEXJNNFAZdksJ5WgIQnIwbjLQYdmH5+cijY1cduFysHFmSy+UEE2K2Qyxsf38ffr9fvpdz7rWc2lAohGKxKC5GhBiAy/KSiig2rOLxuDRNfD4fOp0OEokE4vG4zNBOJBIC7lPqSKUNnXbYNCA2xXuqKAoikYgsZFKP+LnZsGJWzNlH2iyVY3lplpzP51EqlbC9vY1gMIhms4l8Pi8HXSwWw8nJiZSFnB10dHQEt9uNeDwOk8kk2J5er8fS0hKi0SjOzs6E0/nRRx/h0aNHIr+kaQflpjabTbA1Znz7+/ty4MfjcTHWGAwGQm8iZsmymTBRMBhEvV7HwsICgsEgnjx5IkMHua7YzFpcXBR5JQOw1+sVHb/f70culxPGgV6vFyNkfnYaxACXPgxce7QyjEQiuLi4EB/efD4vPhUvXryQ8Rnk7hLXZcZNipPdbpcG0NnZGR4/foxCoSCsEW3GqXVXYqAEXjWF+B8TkGq1Ks0tbWONWSkbXKQv0k1Nyzr4OtdPk4FOAPxfVVV9qCiKE8BXiqJ8F8D/CcCfq6r6TxVF+V0AvwvgdxRF2QLwDwFsA4gB+J6iKGvq3zCdczAYoNPpIJVKiR6YRiHMwm7evCkUDY4ZbrfbaLfboh5pt9uIRCJiSDwcDjE3N4dIJCK4pNV6OWP6wYMHkhX0ej0Eg0GxXmNThC48VL7QzYk4JfXJLIUACKGcqhyS51m60Ig3kUhIUDk5OcH7778v2S25cfRE1ev1YuxAP0sG6Eajgffff1+Mm4kbJZNJbG1tyUymTCYjGKTVahWNNQMEFVT0UaWpLo05Go2GjO7VkpO54Mn9ZMZGmSazEGaoJIabzWbpFJNGQ7cfZggMAnSZomEGDatJmmfFUCqVcH5+LtJLRVFQr9dF6dZsNhGPx4XOFgqFcHx8jF6vhzt37mA8HuPk5AQHBweIx+OCS1arVRgMBmlGseTs9/uw2+3odrsoFoviykXfUTaSwuGwwA9ffvklwuGwbHSr9XJMNw8xbnhmZteuXRPFT6PRgNvtliw8Go1K04zQyObmpngdsLF4cnKCYDCI1dVVHB0dCZSQy+XkAH706JFk85RCz2Yzae6R7ZBMJnFycoJisYj33nsPZrMZDx8+lCF0THD4/dxDdMqnMMNgMKBQKODhw4fCUNAS3nkftL0G4GrJTjpV46WperFYFGGNNrsknMOvA6+cm4ih/sxKeFVV8wDyL//cVhRlD0AcwG/gctwxAPwzAH8J4Hdefv1fqqo6BHCmKMoxgLsAvvjrXmM2u5zPQ8XF1taWNAlYKmjTcGYJlUoFd+/eReOluTL5bsSUCoUC7ty5I6cbqTy0QuNrsyt8cXFxRZZJPI/UC3os8oazu8rMg5kE8VFyQEkTUZRLE+XDw0Mpx/ngaNZgMLwaFUJckU0fqn8cDgf29vaECsIxwJ6Xw/PoBep2uxGNRmGz2bC9vQ2v1ysZstV6ObjsF3/xF+WzdjodBINBGQFCOzsGwE6nI5plnuLaxgmbawzkzBJ4qBEjJa5KlyqtwxK9S8km4HNnYDYYDOJYTp9RdngZiPf29uTg03aWWbbZ7XbhO96+fVtUNOShxuNx8c8cDAaSibMRx/thNBoRjUblUNTr9eKgznlM5DUSUqLb1OHhoeCb9HslDMTDk4GLrIyNjQ1kMhlMp1NxoKInQiAQwM7ODlwuF54+fSqZKo2Ic7kcDg4OkM1msb29jVwuB5/PJx6gm5ub0p1mR5+HHbNrGqDQa5dZ9NLSkjg10bjEYDBIx53VHSuAfr+P8/NzsaXTOilpO+fc7wyqWvMZQiPVahXValUMf5hl8uco0NDSAbWQwOsd/K97fS0MVFGUJIBbAH4MIPwyuEJV1byiKKGX3xYH8CPNj2Vefu313/VbAH4LgEjGfvVXfxVut1uaNeR3drtdmXnDssxoNMJqteLFixcIBALSKeQM6Hq9jvX1dXheurF7PB75HVR0UA3CVD+bzYpum+7wnpdzfuhyTgd8AAiHwyiVSlI+0FWH6iVuIhK3G43GFa9EAKL4YanKcQ6hUAjPnj0TrTMbUwwk6+vrmEwmePr0KQDgww8/lIYCALz33ntSyh4eHuLatWtXyMy8jycnJ6Ji4WGltchzOp3i1Ug6CQ8xzliiYogLldk+zXCBV07/bEhwM71cP9L4YWAfjUZiXcbs3mw2CwGeWSRfg7ABzYvZDNzZ2ZFDgUoiGmQT32YTqFKpCBWIQclqtYpcdjAYoFwu48MPP4TVasXZ2RnOz8/FJpAlIc06SC8rFApSXdFeLRAIiMCCmnjCQIQEiFF2u11EIhHJ7Bikt7a2kMlk4Pf7ZQxzvV6Hoigy1npvbw+NRkMy5aWlJXH6omSWzBC+PgAZtEYsm3BFPB5HMBgUO0hWfhQCaA1BWL6TraGqKk5OTrC/vy+iCFZYhHcA/BXTD22ApUKqVquJwYm2VCcH9GWMkcOZf9c2ohh7AoEAFhcXZeTP17l+6gCqKIoDwL8B8H9RVbX1N4CuP+kf/kp4V1X19wH8PgDMzc2p3/zmN9Fut/Hll19ic3NTRj2Q8tNut3F6eoqPPvoIBoMBe3t7ePjwoeBVlBfW63Whjezs7MjEREorKYMjMZeZIqlEoVBIyNVsbpGQzkFb1BOztNc2LthQoM2Y1tGJ5G273Q6PxyNqm83NTfEs5XsgtsO5POTsNRoNnJ+fY3l5GZ9//jksFgsWFhZQqVQQi8XEMZ0CAI/Hg29961vo9/v44osvYDAYBNbg5yamyAYR5bLMzPx+P+LxuPhYUu/PaaXsQBPf5QHBJgjBfnbZ2XDRYsFspvHiIUIXIVVVZcKqtnM6mVyOkSZbotlsCnbeaDTE1YlcRlYJ5M8yw2Jjo9VqScmtKIpUIGwokga1sLAgpWM6nYbP58P+/r6MXeHoa5bzm5ubuH//PoLBIBwOB7a2ttBut0V6TAknM3W+ByqJuEaOjo7EgahWq8m0Ts6TIoXt6dOnwpEmdslGDhkdTCDy+bwc7mzIUXTAtQFcHt5GoxHn5+ciaSVsdv36dTidTmG7sHnEQ9JoNIqJM2lmAIRDDbziyXKNMMbwUOb+5oHDg5rJyOsBUqtAei2WiT/EysqKULHe5PqpAqiiKEZcBs//j6qq//bll4uKokRfZp9RAKWXX88ASGh+fA5A7m/6/dPpFC9evIDP58ONGzcwmUyQSqXErX08HiMQCOD27dtQVRXn5+e4uLgQAN1mswllSEvTOT09FQDfaDRia2sLR0dHMtObnXlmwLFYTMpudkpZZgKvCL31el2CRDablSmWxHvI9WNDhAR6qnpWV1cxm83EmIGUC055JE1jbm5OFkgsFpMuM7Grv/N3/o4YHlOrn0gk8N3vfheNRgOLi4siwzs9PRVtO8cdq6qKUqmEYrGIxcVF6ejTkNblciGRSAhcYrfbpQnFRc1qgDQiQiLqS39P7YImzgVAynlmPTqdTkpyNlQYnLUyRVKC2AQwm81iDtLr9RCPx0XVQ3/PXC6HXC4nqihizYRWaJ8IXGY/pI/98Ic/FFvFWq2G0WiE9fV1PH36VGhgpPzEYjExmp6bm5OON2lWqVRKmoB7e3vw+XxIpVKw2+1YXFwEAPmax+OR8SoARLnDtaGqKr766is4HA786q/+KnZ3d4WY7nK5pDl048YNgQYikYhwSJvNJk5PTyVo0vvW4/GIAQsxaDrfMykYj8eo1WrodDpwu91YW1sT1sF0OkU4HBZfASYpwCUns1wuyyGpxRyZ4DDz5HNnk5W9jm63KyW/NuC9/ufXNfD8fofDgWg0Kg1CrQvTz6yEVy7f3f8LwJ6qqv+z5p/+dwD/CMA/ffn//03z9f+voij/My6bSKsAvvybXmM6vRx/y4ziq6++gk6nE/oGJ08S/N7b2xMgnjxOqnKYuXCBEO9xu92YzWYyeZJ0C7/fL+VXJBIBcCk7jEajUro6nU5pbJH7p/0dLCOp+KGHInmMLI1Z3pBSVCwW5f3wd9Jhilleo9FAMpmUjIELslQqIRwOY2FhATqdDoVCQUqaa9euoVAoyGd59uyZjD0xGAz45V/+Zezt7eH09BTz8/PY2trCxcWFuEuxJCIxnpiYdsIircNIOSJxnZ1hdl2ZZZKeM51OJdDyYlYPQGhMxKWJJ3Ljl0olwWLp3E++oMfjkaDe7/dlRDK5pjykXp+WmUwmcXFxgVarJQPrPvjgA9y5cwcPHjwQojnd9xOJBPL5PLrdLhwOhzhkLS0tiZEzACl9iZveunULAGTuktPpRK1Wk847M89UKiXc3UwmIwIHkvgZaD7++GPs7e0BgFRDdOifn59HoVCQ4L2wsAAAePDgAY6OjmCxWLC2tiYNRnoVEMIZDAbCWrFYLJJRkxtLF33OOAIugyIpajzkGBAbL6cZEC/+SSU39z+hFiYGbEYxm3yd+wm88gYFXnXrydQJh8NYXFxEPB6X98WDiBDBm14/TQb6EYD/I4BniqI8fvm1/xsuA+e/UhTlNwFcAPjvX96QF4qi/CsAu7js4P+Pf1MHHrg89b/88kvcvn0bz58/x2AwkMV+/fp16dJTcqk1vbh16xaGwyHu378Pt9st7vOTyUSCgdFoxMbGhuBkqVQKyWQSAIQXSjUI8TaXyyWTCInfsUsPQLqM1DP7fD6xQQMuAxwxPwDS0aSUlGOT+TmoLQYugfByuQyj8XJcMUt3ljhLS0viguNwOPD48WOsrq6KA3kgEAAAPH/+HKurq7h9+zZqtRpOT08RCoXw8OFDcUHS6XRi1cbNORqNEI/HMZvN8Pnnn2MwGCAWi8FsNgt/lQ5UzB4BiCEFDxStBySxVwACBfDPXMDEPrmJtNiX1+tFIBAQniXHiLBL73C8mnVOvI2NIwYqGrG0Wi3Z/IVCAVarFUtLS+j3+0Idevr0KXZ2drCzsyOu7sQg9Xq9UJ7IOWb3mjACRx0DEBUbDW84Lz2TyaBQKEj2XalU5LCm1aGiKAI3WK1W3Lt3D42Xo08ODw9FUluv18U/gAFfVVU8fPhQxo7Q1X19fV2UZDwAOamWiilSzOjMVK1Wsba2JiOym80mstmssFY8Ho9ksOxVMNgVCgV89dVX0pwkXYv7iocsZcAczcy9wrWlLfEZ/Hg48yJuSnrV3NycqBP579rDm42kN71+mi78p/jJuCYA/Pxf8zO/B+D3fto3MZlMsL6+LoasxMvu3Lkj3emNjQ1RsnAq5/vvvw+bzYbHjx+j2+3i9u3bCAQC2Nvbg9lsRq1Wg9vtRiKRkJlGnU5HGgI6nU5KXZadLG3ZcdcSdbWgObvlWtoVqSjRaBSHh4eoVCpi3sDBapTm0b2eUzEZLMh/ZObFsQZG4+VojuPjY9y6dQuhUAhnZ2c4Pj7GnTt3sLu7i0wmA0VRUKvVMD8/j2QyiWazifn5eVxcXGBlZUUGnq2urorRMJ2NCKhTh5xKpcTHMplMIhgMil8nF6KWfsJFrXWPZ4nO0p+Ho2atyGfX8mq1mOpkMhGxAbHmeDyOZrOJYrEoUIe240tzCwZu2rxpZ+0w03/+/LnIcNkc6/f7cs/INb1+/bpwdWlAbbPZMJ1OcXR0hNFoJE08nU6H+fl5nJ6eynPXZuJ0r2K53+124Xa7MRgM8N5778FkMuGrr74SzJk/r6oqvvzyS8H+mbmOx2O0Wi14PB6kUilpTn300Ufo9/t48eIFisWijIIhHh+Px/GNb3xDTEFsNhsODg6gKApCoRASicSVRiA5wsFgEIuLi9JpZ6XCZwhA6FSFQgFOp1PunVZxRoYLrfZ4iGpxUO5N7T3kwawNpqwmlpaWxFeBP89gze+lok77bN7keiuUSORd0vvS4/EgEonA6XSiVCphdXVVjBlyuZwQlOfn5/H06VMUCgUEAgHBe4iPMTtaW1uTk5zGHqPRCMlkUspwLkI2joiPUZXD8RvMMs1ms8jn6NdJEw+n0wm/3y/l/2w2k0bGZDKRErRSqSASiUh3nJ1QvgduNA5F8/l8+Na3viUbQFVV+Z1G4+WscLqndzodzM3N4cGDBxiPx/jggw9wcnKCpaUlLC0tiQEwS0P6cCqKIthcMpmUTJ0ZBvAqa2SAoxSXG1x7qut0OmkAcAGTt6ntsNIhnfeZB4xW9krPSv5cJBIR/Fmn08nseVKjmAlPJpeznebn54WaQ+5hOByG2+3G8+fPMRqNcO/ePXGnKhaLMtqaw9AouWU2So/YJ0+eSAc+lUqJ4CKZTMJms4kYgqwSco+tVqv4mXJWk91uR6PRQDweRyaTkeFouVwOFxcXGI/HWFlZgd1uxwcffIAHDx7A4XBgfn5eKhCOxaC2nBNLTSYTQqGQHP6EmkikZzapKIrAW6yQCNE0NBNqqU7T6S6tI9mzIP5PoQGTAq5rlutUq/FAAV4pjsjlZADngc11BUBMz1dXVzE3NyfPhT+rzTgZMLXdfW0m+ybXWxFAp9Mp9vf3EY/HhQpCZQB5iJQnLiws4C/+4i9El5xKpaQB1O/3Ua/X0Wq1EAwGRZ5HV3gA4i9KfJP8RlJZ2BFl1kMYgKUtsczZbCZEbm5Kdi75vjkbmwGOHDhSUcrlsjSdWBpzvn0ul5MxCaTRAJADguYNoVAIn3/+OdrtNjY3N3F4eCgNkv39fWkCTSYTXL9+XbxL79+/L16fHL3A2Ufx+CvWGTeUXq8XWZy2swpcYsHMPniyc6Frdd3aLIDPnRtJS35msG21WgKDEL8i3kbWBS39KC1ll53eA6RHUe1FSIdeoFTHLCwsSAC4d+8ezs/P8fz5c+RyOQnABwcH4rZE/JUHp8FgEIkrJZUsrwn9PHjwQGhg7PBHIhGZKcTX//zzz8UoeDqdIhgM4unTp0JV+rVf+zUEAgFR7u3s7CCZTOLs7EwacdrnwlI8Ho8LrLG+vo5SqQSDwYDz83Pkcjnx311aWpK/c+/xnjEI93o9aR4xcyV+zW4878n29ra4TtFzIZ1Oy8+T/M7AyQDMwMcgqOWKWiwWxONxrK6uSrapLfF5Mdtk1vp6w0mLzb/J9VYEUN48guB2ux3RaFQwKTZOnE4nTk5O0Hg58oLjOehkRG06fRq5QB0OB3Z3d4XDRpuuSCQiJbbn5dx0YmYcNkZZGrMhehQyQ6JMrVqtCimZ44u1gDcbSRx8ZzQaEYvFJIDyBCcmZTabRYnEkpI6er1eLyqnVCoFp9Mp5SQnSTJDJOmcQ9YMBgMeP34sclQ6FrHz2u128cd//MdiB+f1eiXITqdTGd7HzcbgwTKM0AMPIwCy6fisuZl4b/h9fP/supKcT/s8BkIaMhNLJgbKWT/cFGzQkQRO3E+r0ebmpScrTYP5jD744AMYjUacnZ3Joef1eqXB1W63RY/Oueu00yO3mG5hzKzpiEQIYTQaIZFIoFwui53b+vo6xuMxtra2kM1mBZ8kxpvJZKDX6xGNRpHP5/Hs2TMJKE+fPpV1nMvlhBnAgOF2u9FsNoVyxiqDz5BrpdvtCgxGeIENv16vh2KxKF4CrBTI1GAVAEBK+l6vh6OjI2QyGZHpch3QdYzSam1Fw/hA+8dkMimHyetddG3Q1eKjzEYBXMk+eXi/6fXWBFDOC+/1etjY2BBMUVVV5PN5GfNBtRA73LyJqqqKtI4cRu24YUVRRPbGmUnk/2UyGWxtbckJ6HK5kEqlYDabxXyB2SodiAiSMwNh5kW9O1UQxOAYNIgZ6nSX45mJs9LchJuDgZ/0jnA4jOFwiGg0KnQmejJS2xyPx8W8lwt9PB7j4OAAoVAIdrsdhUIB6+vrWFpaknLs6OgIZrMZS0tLuH//vrj/UF3DJozWJ4Du6rTcY3kEQDxQ6dvI38dymuUdYRNmTZR6ageDscGipR0piiIlKrNYZhbazUZ8kdgpL8IKk8lEHLwoeR0MLkc/B4NBrK+v4/T0VBorvV5PDhMeJLlcTob3JRIJOXhZDVHxQ2evVCqF0WgkY0DYLCVOraqX5jlU1TGYJJNJKIoih0SpVEIikZDAQKOYfD6PjY0NMezmYcMMjt6zRqPxiuyRNnTEvsnfpR8DkxWyGhRFwerqqgRHZoA0cKGBSL/fF/pZJpORSlL7nChuIJuCz+d1+lE8HpekhoKD13H31xtLWvUSnz33Od/3m8o4gbckgM5ml5MBiQvduHEDe3t7ssFGoxEODw+lBGBZMptdzttZW1tDp9MBACn5Wq0W1tbWxOprYWFBXN45QoGdP+KJlP3xJvd6PVG3UAVDA2SOH+b3OxwOKXOIGRGLIeaqDcZsDBETZJDiXBsGYGZv5MTRi7JUKslGY5bMxcvBa+yku1wurK6uSkbe7/fx4x//GK1WCy6XC5ubm2Jtx7nwBPR9Ph8qlYpQQui5ShkrMzlWCVzQzIK1i5OeAfQRmE6nVzJCZqfapoXJZBL8Ttuw4mWxWK5AAAyodMlihUDIhgR5vh5J6Vo9P3+m0Whgfn4e+/v72NjYwHA4FLcvZugkkhNbp1frdDrF1taW4K4ejweff/45ptMpQqGQ4IhOpxNbW1tX5ttzPO94fDkTq9fr4datW/KcKef1+/2IRCKwWq3Y29vDYDDA8vKyOOST6E9lEOfHN5tN5HI5wVInkwl8Pp9gnvl8Hl999RWsVqu8J1YdpIl1Oh10u13BQAnz0AiFhx2bcefn50in07L2WeJrVVhs4jGwOhwORCIRUW8xc9SW2wyU2oxTa3XHtUmaEyFCHvhOp1PGr7zJ9VYEUGIco9FIuG3aTNDlcuHLL7/E9va2jGrt9Xq4uLjA5uamTLIMhUJSjne7XSwvL+Phw4dy4rtcLskEyXkkNYcyvdebEsxgwuGwGEaw88lgRjef0WgkDSWehNykqqoKgb/ZbGJ5eRm5XA6z2Qxer/dKoKFE0ufzSVAZj8cyd504IHDZ3PmlX/ol/PEf/zG63S7a7TY+/PBDHB8fI51O4+bNmzLSWduEmJubQygUQr1eRz6fx/3795FMJpHJZBCNRjGdTrG2tibdc3In6WRVr9elQcYsiKWYtonEoMb7wc/CQ4f8TB46AKRpxOdA+EPrs0m4gZuNHgYkhdNfk79Lp9MJr5UX8XAeMgCki85R0efn5zKX3uv1AgBevHgBp9MJj8eDZDIpbIvxeCyzh9LpNOLxuCidiLcqyiuTmtFohB//+MdSCVCCeXBwgGg0KlUXTUn29vZE1knjlT/8wz9Eo9FANBpFOByG2WwWJ7JCoSAOVizJSYHi3KWzszMsLi4imUyi2+3KKJtoNArgFeWMIhXi37FYTJqcp6enMBgM4qmrlfWWSiVcXFxI1kvBCYMgnZCoIKNKjyOcKfXkmuGaUl5q7lkVavnGxMMZSF83F+Fa5N9tNptQCL/u9VYEUAaaf/yP/zHC4TBarZb4T7pcLpycnMhC5+wczoax2Wwol8tSph0fH8Pj8WBpaUmGZHHe0tzcnJCt/X6/aHg59oKNJK1LCxc6zUbIFaXzkKqqV2a9qKqKTCaD+fl5KTGppmE5zqYEMbpYLCZ4KbM3lqrarIjjPnq9Hur1umi1u90uPvnkExnwRTkhh/HRMs1oNGJlZQXLy8toNBqSqf7whz+8MmqXo3krlQoWFxdRrVZxfn4uC5UcW9JXGNS4aJkpMGixVCXGS9C+8XJSaa/XExNpllTEs7lZGEz5Hhj0ePCyYiBkQg03s1P+DlJb+PtIiyKuR24kP9fW1haCwSBOT08lC799+zYU5dIkhZgpmSTkD0ejUXi9XnFhf/LkCU5OTiToEDdng4MYID8P78FsNsPi4iLMZrNMBu10OqhWqzg6OkKxWMTy8rIkAjqdDqenp0in08JcYHBhkK7VaohEIpifn4eiKCiXy/j+978vKiE23yiPBSBNN4625vNm1UazZN5jBic63C8uLiKfz4ssmdUJYSHOD2PjimU8lYBakrx2nfHgZoOSe4h8YS2p/vVDnVDYwcEBGo3GG8WutyKAzmYz/Pqv/zqi0SjS6TRms8vxtpRDPnnyBPF4XLqsZ2dnGA6H8Pv92Nvbg9/vF4/MVCqFzc1NrK2t4eDgABaLRcpG0oYIjGvLPVKOgFcGz3Qkms1mV8yZXS6XWOFppWcsTYnn8UGqqiqZjMViEYckmt92Oh3BNpvNJoxGI6rVKhYWFqRM5EMnnnTjxg0YjUaZJspsa2dnB8+fP8cf/dEfCYmYBiVUitAIeHFxEbPZDB9//LFwX7ngSG969OiRlFbdbhcrKyticcYsgHCD9l6wlGcGQ/I9lVi0iDObzdIA46bgzwEQzJlBT5thcNNoKU8MSMTg+HzJ7GCw5fdw03JtaSsUfi6v14uFhQUxsuAoC+KybBgygJGRQQ6n3W6XzIvsAm7Y9957TwIWyeMMIIPBAFtbWzLmhrg0x3I3m01cv34d6+vraGhGKTscDuzs7EjQI37v9XpFcNLpdPDkyRPBualJX1pawvLyMkajkXhqcl3QcYkHgNvtlmkAbOppfSVoRed0OiU4EwpjcKQ3BBs52jWkpbnxEOD91T5rVj78GWa3WuxTq3ICIB4QhKpyub9Rbf7XXm9FALVYLqc6MtBxdnqn05FJnbREK5fLqNVq+Na3voXd3V0Ui0Uhd9P6bH19XQyECY7TJqzf74vPZDablayGi50PnaMZyAUlB5AlN0sSbcbAMpNTCkl3olm0x+OBzWZDJBK5Mgmw1WqJ0/xkMkEsFkOlUoHb7RYdOmED2v7Rz5Ea+OPjY+lwApelfb1eRzKZxDe/+U0AEGMMZnDlcllgDyqiLBYLQqEQotEostksVFXF3NycGKLQYpCZKCWcvLQNGvL8OFOJ9CSbzYaFhQXp3pMCw9IbeNUMYvahzSpJyKdkVBucCJdwc7Gxx99Jzio3NAMyu+bajIU4LisMutlfXFwgHo8jl8tJmU5XKmbA2syZ//G18vm8NMwqlYq8vsfjEbig3+/j3r17iMfj6Ha7cvgGg0EAlwccDVO++uorWdN0VxqNRjg+PpaZVyzPZ7OZVB+rq6tYXFyUte9yueSZEVZIpVLyewFIc5OHP/m0xGdpHUjOMJ9rIpHA/Pw8Tk5OUCqVBNvl+tA2ArWwj5aSxOfyk6hIr/M4tWW61hCdExLYK0ilUuJJ8SbXWxFA7XY7yuUygFfjbznSFng165xSNLoV7e7uIpFICPfuxYsXuH37NrxeL46Pj6WsJ6gPvOIe0lmJ1COWm+SyETejLyPxmXq9LoGEjkwMPFQpMXOhpI5Bkzw64lR8yGwGMeBTk28wGMRdipZpPp9PGAuVSgXtdhu5XE7KPFVVsbu7izt37oj6gzw+7UwYAvnsCtvtdiwtLcHj8eDw8BCtVgvb29syAnlnZ0fKNJa9DGAAJFhoAwe7tbQ1c7vdknUwI3S5XFfwKmbJ7MYy6ACQbJdBUIsba5tM3DSkfjHjYcBn6anNkvn7eZjydVhNaOkuzWYT6XRaKhGfzyf4o/Y98/mRSaDV+/PztlotmWc1HA6xvr4Oo9GI1dVVYTgEg0Fp6PFAprBkd3cXKysr6PV6ODk5gcViwfr6OnZ3dwVf3t3dFTydfhFzc3NiLp3NZpHL5bC6uiqfiZp3CkJ4r+htykF+zLS1TTzeT1ZfzHDNZjMWFxel+UpVIQ9F3jstV1abRWqzUm1g5Xvjn4FX1Di+B+5NurGdn5+j2Wxe+dk3ud6KADoajVCpVKRDbrVacXx8LFxHt9sNn8+HdDoNp9OJa9eu4dmzZ1hZWZEOOs1t/X4/JpOJ8OmSyaR4djIwNhoNKT1485hJkdxL7IXdeqoz2Igg35GcU3JEh8MhYrGYqG3q9Tq8Xq9I/rgI2DCh7JJNEXYNI5GISEbD4bB06LmpdbpLlylivvTk1Osvx5tQmXR+fo7Gy/Ec7LJGIpErkyjpOZpIJMRYWKfTIZvNwmQyYW5uDiaTSYb68WAAIBkgSyctp05rlkwMWJtV8N+4yRjcmdFqyy7yhGmkrPUm5fdqIQgGLXIXtayH191/XneY0jbCWJ7y/Y1GI2SzWYRCIczPzwO4HI2iJXGzpO/3+3J4k85F53b+u6qqYjs3Pz8vkk527weDgfh/kndqMpkEb+R4jXA4jNlshs3NTaiqKjglA7zWCJoNNh5CpAJy1DKx2dlshuXlZTH0YHatqqrMB2N3nPtDa5DM+8yqZDa7lDH7/X60Wi2ZR6Y91LlutOW5FtvkPdYGUK47rUiDwZweBOVyGel0WlzruXYZQLWB+utcb0UAZdZBOgbnG6VSKYzHY6yurgrFyW634/T0VBow7NDl83kZL0t7s8lkgtu3b2N+fh7Pnz+XEo34jBbnAiDNG6pCWJpw1AEfNEtSZs0MEACEYM5ykUPqaITBk5bBgAR1BqZKpSJdTL4W6VehUEhGGMRiMZG4soT1eDz47LPPxLSYSqpAIIBisYjDw0PZfOwg02Lvk08+kRKnXC7D4/Hg9u3bKJfLePToEfx+P65duyYNO9JotOUwn4dWu67FJJkhaxUlWroXgzEzVzbx+Gceavx+2hQy0DIoaJsRbFDyGWsFETw8uTFJl2IWrTWS0fJR7XY7Li4ukEgkxLhF2+mnfLFer6Pb7aJcLovUk/eFDRTiwFarFdFoFKp6KS/lHC2+f64vMg94z3u9nmR1hLk4BZafczabSVlNXJM8036/Lz0HSlQ3NzcF73e73WIUzvfBCoz3lPeFSjs6TNHsGMCVw44UMj4nqgEZBF/POl8PnsQ8GQC1fFAGbhpRFwoFnJycSNmuxcotFotAF+RIf93rrQig4/EYe3t7WFtbE1rSD3/4Q9ESJxIJoURwI8XjcXEW5+hilhEk79KdnvNtSIsgwZ0LnfpcEofZnev3+9KEYeNJa6RBLI6uSuSislzm4tXpdIJTkubCTj6NRkgOZhOJWWutVoOiKGI6whMcgEhBSbJn5sCRtdVqVYKQTndpbrG2tiZjMNrtNpLJJAKBAOr1umBkpIkdHR3JAUbLNnJ2tRQRLWmZnW9mqNpBesCr+TQsnZk5ar/GrJCvQQiAQZYBiN9PfJQNJXZg2YUdDAao1+vCadQGZj4fviazUG5mwgnEQpkdZ7NZ/OAHP8Av/MIvIJlMipyX4gcezg6HA6lUSjB1emrq9XrJ5sgvpjiDZH2tKQf16nyfVAK99957mJubQ6FQQKlUEtkx+bPJZBKz2Uykz9wLvIftdlsmo+r1ehkDAkAmMPBgIuOlWq2KYQfx0fH4ciAhzWjItiCOzH3OfebxeGTtpNPpK7OSGEBfVwjx37SCFgZV0uO63S6q1Sqy2Syq1eoVUQv3GCtIHuqE1t7keisCKGVwoVBIKAUGg0EMXdm1zefzuHHjhvAtdTqdYD3lclmkieS9tVotnJ2dIZlMIhaLCQ+P42FDoZD4V1IdA0A67Ry5oCiXRiRmsxmBQABGo1FMPkiopv8oScXj8ViIxFqsjqUwf5YZG70lFxYWZPQwN7LZbBblD30SI5EINjc3kcvlJCgUCgVRjXz00UdiABGLxaRpkclkcHp6KjOcPvjgA6iqKhMZI5EIVFUVKtSdO3ekOcLOPHFGZlHa0pwZFTNJfo0EbAYvbiZKSIk/c6GzjAZeDQ9jFsjXZNeb94n3m3ACgys/33h8ORKYv0eL17GJxKYEDwLtLPfJZCKyTWZnzJq5+fm5tZSkcrksmSjxVavVKmtbp9MJbLK6uiojp+kaxiy08XKQICc0uN1uKIqCx48fC558eHgIs9mMeDwuTU8KNSjVZPbGrFZVL70VfD4fjo6OxMxkOp2KpwMPCNrq0emK85xox0jPWeKiZJuwUuj3+6hUKtJ97/V68Pv9In7R8oSBq0FUC6Ow5GflUC6XUSqV0Gw25fnwnnBN8fB+vWwn7PAm11sRQOn88+///b+H3W6XCYYMhsPhUE5Fvf5yQmU4HIbRaEQul8POzo5I04hRkVZDAwzOPCFGxU4/aU6qqsrc8YWFBcFruBF4SrOrOx6PxYuS2KZerxeSM/FCPnS+H5aAHFSmKJfk8mKxKN9PutJsNpOuJqGK2Wwm4D8D3mQyEY8AZpQ+n08ml/KEDwaDiMfjsFgsuHnzpvhI0oMgEolIBru9vS2bgYGFQ9pYNtE+DoDghFo8lJI+4NWwL0IbfL40NuaQMDZ/OEuH2T6zSa1slBuIJSmzk2w2K1108hL39/fRaDRw584dLC4uXgn0bDAQmiFeR6I/szKSvgeDAcLhMJaWlmR6KTNDLdWGfF2W8iw1CccQJ+f8oXA4jFgsBpfLJdknIY/Gy1nnNEgmNMLvZXORXXoGLB6iPOQmk4lIpnlfST9iKT8cDrG6uiqVFPeH0XhpKs21ZzQa0Wq1xPFer9fj+fPnYlLjdDrl53hfDAaDwB4UK3S7XeRyORlHTAhNK5rgf8RJyeqo1WqCMxPX1nodaCESZp9cf3xurzckv871VgRQRVHwL/7Fv5BusE6nE8ym1+vB6/Xi6dOnWFxcFGD+7t27+Mu//EuRUDocDhweHgqWwwU0m82EAGy1WsVRPJfLwWAwyGaazV6NHCbOqNPp5KTX6XTI5XIy1I1dUwZy8uI4HVTLWwMuG2WUaQaDQVSrVdRqNckotNQXkp5VVRVcjOUmAwdPTY5jDoVCyOfzAjNwWuFwOMTz58+h0+mwvr4ukzZJZaFT+Wh0OQqaIgOn04mlpSUJCiyzGbS0mTsXOhsj1GCz3GZjhgucG4o0FgY7AFfwLQZNjsvVBkpmd9wUzCin08uZ6KVSCbu7u8hmszLe+eTkRDae2+2+0nRiINHr9QgEAmi320L8ZseZ4gXt7CIejMyatbSadrst8AODEA+BRCKBbDYrht7Uw/N9EeNk53w2m6Fer+P58+dwOp1YWFjA2tqaNKRGo5GsUz6j0Wh0xXtAy8vV6/UyasZgMKDxcvw2qynOW+Lv4fhnYqFut1sOWa3UeDa7tG6kFwWhNcJjLOG1XXvu6VqtJgop7TogDs3/c18DEMUe1wH/z8BIGIGURK1UmIce1+ObXG9FAJ3NZkJbmk6nsmHm5uZkPjZ1xmx47O/vo9vtSgB8/PixzKdhh5C4J/Evqm04N4fBmictsUGe3Ox0u91uCcrcpHRJogbYYDDI5E42iFiSsmlEVgEfPssoYngcLEf8ixuPjQdmaeRS0vzi4uICw+EQCwsL4lv5+PFjJBIJ3Lx5U2ajk7dHTG15eRkmkwmHh4dwu90yisRgMGBjYwOtVgv5fF7UYV6vV+z9fhKdhEFIGzx5f7UNBwL93CTAK7cqYo7a0phzkpjN8wBjo4yCCz63er2OUqkEr9eLXC6HP/3TP8V7770HAHj27BmePn0qpsq8tM2Mzc1NsVZsNBpoNBpiEcdZXdPpFF999RW2trYQCASubG4GUIPBgHQ6LfCBFtMtl8vodDqSiWrxOB7+VLXNZjP86Ec/wsHBAQwGA65du4bl5WUJ2sArGpkWE9Q6Y/Fw5v3TQjCDwUDgMi2/mRBHp9PB2tqazINnQCZsRXUgqxNefHZMSsj31MIHTETYk6ApuTa4vc64YGAlBAZcNeYGIH6nbChxvTEjZiaqJd6/yfVWBFCz2SxGtgsLC9IEmU6nODk5Qb/fx3vvvYd4PA5VvRxTQBK4zWbD4eEh6vW6YGH9fl/ME2KxGA4ODnDv3j3xZuTCYkOAC4qzu7ko/X6/zO8GICcbHyYXA8skOhXRhISBjy74JMozo+MiZibFsRQ0ftaWwaqqXsnEiEkye3vy5Am63S42NjZkvEO9Xsdnn30Gu92OSCQijSne84WFBXz++eey8OLxOBYXF0UV1e124fF4xCPAbreLeQY18QD+inkDAx0/n6qqkp1odcrMZJgZaW3Q6AfAhgjvkbaLzkOBOCanWDKIHhwcoNVq4eLiApPJBC6XC+VyWTrR/Fk+Q3ZjS6WSZLUcdX3v3j0AwMOHD2Xzh8PhK5uY9wB41Zkmj1fbQNHpdKjX62IizYqLjTdtEASAR48eYW9vDxcXF/joo49w584daXwxe9JWRRwux7WhLW8BSNbK58N7ySySTRVt1m+xWJBIJKCqqhz0pGXxeQP4Kw0+Hg6U8iqKIphyt9sVmt1sNrsyWlmrLuNe43t6nQ5H/JoX8VUtbKA98LXNJ67L/6YzUOCSS/eNb3wDqVQKR0dHMiVyOp2iXq8LRQOAdN3ZgaeKwOFwSNlNQnGpVEIulxMDDtJAQqGQdLNZIv11+Allnsx4qDqZTqeCaVK5wwetxfaoPdb+Pp3uUtJHJQsXDhcnNxVfjz/DAMjT02C4tMBbWlrC/v4+jo6OkE6n5Z4S56Uo4Pj4GE6nE5988gm+/PJLWUT9fl8s9Twej0hq2TTKZrOIxWJYWFgQbFmbGbBZpF3c2gCqDazMJlmmE1OliotNp3a7LeUZNz2zGd4Pqqjy+bxkugcHBxiNLufKdzod4UOylNTSyTgsr9PpCGxCpgOD0Gw2EyoZs13KGInT85AjzsjARKcfCgMACESkXQ+sPIBXHEYadfzZn/0ZAGB5eRn37t2T+8NDlsFfCxkxuDDQ8ZloMWkGR34PXZvOz88Fg2d2SlNvZvWFQkGUU+SrklZGjjXHwbCiCgaDQiHMZrMi8mBzlFAPD7R8Pi+VBj+nTqeTzFtLb+I+4M+zy67FynkYa2XAhD1+ZgFUURQLgB8AML/8/n+tqur/pCiKD8AfAEgCSAH4+6qq1l/+zD8B8JsApgB+W1XVP/2bXoObitZq4XAYe3t7gpeRjzkajbC3t4e7d+9CURQcHh4KzsMymFloqVTC9va2nGrkNrLzy9k4nU4HhUIBiqIgHA4LpYfzcNbW1iSjpXkzm0JcoDz9SQrmWA0GRX6Nn4cnHhcDPRqXlpbEKLfX64kcbja71OLPzc1JlhCPx9HpdCQADQYDBAIBTKdTVKtVNBoNGeHBRsB4fDlxcXFxEf/2315Op6bXIoek3blzBycnJ0in00gmkzIjnEPlKpWKaOsZ+JkBchFqcVFuWP477xfLYm32wkMBgDxLjp3gwUEcTVVVsf0jS+P4+Bij0Qjb29s4PT0Vv1RmJyzxGRhu376NpaUlfO973xM3eGJ8LLt50FGKS1MbNry0OCpLwW63i0wmg/Pzc2n4OJ1OgQGYCRoMBly/fl2MWRhk+/2+dPKPj49lSJ3W2IPsDXbatVQxbUbFz04skEkCAAlcfB7pdFqI/GyejUYjkeCy6eR2u1Gr1VAsFjGbzTA3NyccUmb8Ho9HeM7MlHmo8hnyvbGB2e12ZfAcVUuVSgXValWwXMJntPzz+/2S0IzHY8FQeRgzmHK98jV5KFMJ97PMQIcAvqOqake5nA//qaIofwLgvwPw56qq/lNFUX4XwO8C+B1FUbYA/EMA27gca/w9RVHW1L9lMqfWTMDj8eDu3bs4OTlBuVwW27kvvvhCMBwSh1OplGCoWjKuNsVXVRXpdBperxehUAjZbBbb29uw2S4nKHJTcFwrACn1XS4Xut2u6IOZGWkpEXwAzNZYqryOybCrzdKcTS3Oag+Hw5hOL63j2MQiGZ/OThzXyzJbr790JTcajfjiiy/gdrtx9+5dPH78GLVaTQIIm0ihUEh4iaSrnJycQK/X46OPPkKtVkMwGMTW1taVUpq/ZzQaCaGf1C7iwOQeckQKydQMnMxUFUUROIGZSrvdxsXFhVjMsbFHbLDZbGI6ncqAMjahTk9PcXh4KCVbt9vFp59+Kh1g4JXevV6vS9au0+kE5wQgjRz6MZBHSr9SWsCZTCYZ+aKVmTIgkFuZSqWwv78vLBB+PyEgDkALhUJYWFgQeTKDK82aiRuS7sPGKktjBkW+B+AVjMBAqs3W+F64dsgJtdvtYuBMKpDBYJDxLhzXzakNW1tbsgZosMLA2Ol0ZKqsw+EQKEYrHiD+TFitWq1KoGXQJtXO7XajWq3KzwOvgr/2UHA6nWIzyKyV1C3yuvlsmQA1m02pPN7k+mmmcqoAOi//anz5nwrgNwB88vLr/wzAXwL4nZdf/5eqqg4BnCmKcgzgLoAv/qbXoRUZB3DNZjOsrKyIScif/dmfyWIul8soFAqIRqNYW1tDJpMRcw0GUI/Hg2w2K2Uls5FwOIx8Pi8UnGw2K9QM7QNnxqBtAhELajabACDZFzMuDhzjoqUrDU83ZtL5fB6RSEQ2HTcHcUAGmF6vJ2VJrVZDLBaDqqoyQ4ey1HA4LLxUlqbRaFR07QaDAfPz82LhRyxZURQxEwmHw4JzMiNpNpvwer0SiI1GI0qlEp4+fQq3241oNIpEInElszYYDPD7/bKA+bXXQX7eE2avVqsV4XAYqqrC7/cjl8uhXq/Lv6+vr18xJ0mn0+KnOpvNkE6nr2SbWpMO/n5WKwDkvf/rf/2vAUBoa6urq1hYWMAXX3whM4ZeD6yEUkhNYvZH0j5VPGzusUJg8GC57HA4hLLFbj6zyG63i93dXTx69AgWiwULCwtIJBJot9tSSdF+kJ/vdZyP94uHF4MmYQkGXP7ZZDLJqA/iqBQ6UBzBRo8WtuHBSs4y8VvCGQzY2nEs/BpllQ6HA41GQ/YYpbes3FgladVK/I8HA6cJsGPPYOp2u4U6NRwOZVoA1Yvcd29y/VQYqKIoegBfAVgB8P9UVfXHiqKEVVXNA4CqqnlFUUIvvz0O4EeaH8+8/Nrrv/O3APwWAFE01Go1NBoNwRspF6xUKvjwww+lxGCXO5fLodfr4fr166hUKgBwxaGdVJ65uTmUSiVZ7FT10Ei5Wq2K3Vqz2YTH48HCwgLy+bycZsQI+SC63S7C4bAQf7UlAEnYJFG73W6xFpubm7vSQWQWSD9Egu9cuFxgxGpKpZJ0Qm02G87OzmTwHEnwxOkikQgWFhZwenqKTqeD73//+wgEAojH43C5XIjFYjIVdHd3F59//rl4QKZSKSQSCaRSKZTLZRk57fP5cO3aNXg8HiF6MwPlxuHB8v+j7k9jI8uz827wuRHcl2CQjCCDZHDPTOZalZW1dXVVqUvdkrrVrZZGaEuW5DYsW4C/GK/fwWAwtufjAAY0MGDP+2WAEQaYV4AtS+1FllqWu9XqUlVXdVdWZ625L0zuS5ARZJDBfQne+RD5Ozxxi1VdVX5tpC6QyEwylrv8/2d5znOe4+ktYKM8I1J83wnCc1taWrJZOdPT01WR0+3bt83Btba22gRMClxsbM6FSNirOB0eHqq/v1+xWMwU9+H6fvnLX7aplQ0NDZqenjYmBveVcSrAOb6PGwgAwwgOCsaJ0cF4wDbw9B6oNg8ePFChUFBnZ6dRlZiYOjAwYGsAoRC+H8PlOZMeviAaJvr22RSpcXt7u9bX17W/v28yj3RMIWmHCDGGk66kdDptvFLgD6Lu2tpatba2mq4tbAi407Ozs0bil1QVALW1tRk2y8H9Jz0nI5Aq0WUulzOZwGQyqf7+fvX19ens2bO6ePGiwQZLS0saHx//FNaw+vhUBvRR+n05CIKkpD8NguDiJ7z8JDDhI/FxGIZ/IOkPJGlkZCREKxJspaWlRclH440HBwd17tw5jY+P63vf+56Wl5etarmysqKFhQWdP3/e8LnZ2VlrcYSPlslktL29bXNtPF5HgQSsNB6vzBdC0clXL4ky2JQe6yOqo8K+tram5eVltba22uwbUsd4PK7+/n5jHLBIfQNB+KgjiJEGEO8PDg6MjsWgsebmZg0ODlZtQDo7zp07p+bmZt28edMkxw4ODuyzGc1w/vx5Xb9+XQcHFfV7COCjo6PmJFKplFWVEZBACYh7TjpE0c+T1SkgEdkDS7ARaKVlQ2UyGd2+fVsHBwcaHR3Viy++qDt37lgRi2Fn8E+jRH2cVV1dnSllSZW0fmlpyZydJI2Pj+vNN9/UlStXVFdXGeyWSCT0N3/zNybj5ilNuVzOIA+iP6rNhUKhqr+6pqbGWBSHh5Uhds8884zOnTvHfjBDvLu7q/v372t+ft54mkdHR3r33Xe1u7ury5cv68GDB6qpqdHo6KhisZitTSJOHBZRp8ccuS8UOonypWp5ONaaZwQQ3GCoampqTNUIKp9X/mptbdXw8HBVhkJBF9ZAqVSywAjohQjWG0QYC/7wBViaMDY3N21Usi9kUkStq6uMmO7v79epU6c0PDysCxcu6Pvf/8RSzYnHZ6rCh2G4FgTBa5K+JmkpCIKeR9FnjyQ08eck9bu3ZSV9olppqVSyyjujVxcWFjQ3N6cgCNTf369EIqEnnnhCXV1dun79uj744AMjw3d0dOjatWu6cuWKYrHK/JaRkZEqTAeshwX81ltv6eWXX1Y6nVYmk1EQVObS0yuPktPW1pbhhXgx0ns2EmrmdIEglReGoVZWVowoPzAwYLxPWupIr5Fe472P7rdRa4hG6+vrTcIPrFA6xo53dnb04MEDE8RlmqQkw7PK5bLm5+f10ksv6erVSrLQ29urW7duqa2tzYpp09PT6uvr0+7urhYXF62q2t3drYGBAWM7LCwsqLu725SSuDaiCDp+iKQA+X0fPZVRUn/S/nw+r5GREY2Pj+sv//IvVVtbq3Pnzqm+vl7379+v0h8g1STawqFxzTi2zc1Nuw4wdf58//vf11tvvWWdZETRpVJJjY2N1u0WBIFxNPkdTpV1mclkND8/b5EwLYUDAwO6cOGCzpw5Y2vNk78RIikUCmptbdXS0pLy+bytoz/7sz8zfPzmzZtKp9Pq6OiwibawAyjieLYE/FwfuXn2gHQsAed5oxjotbU1ywB5dmRJvnmFhgYCCanScejHUpOF4eRyuZympqZs8JyvY/gInYOiFg6UbNDTlKIHRaz9/cr00fv371s95fMcn6YKn5Z08Mh4Nkr6BUn/T0l/LukfSPr9R3//2aO3/LmkPwqC4F+rUkQ6Lemnn/QdOzs7+s//+T9rYGBAX/ziFzUwMKDTp08rn89rYmJCOzs7xmPs6elROp1WNpvV66+/rqmpKetNX11d1enTp/Xyyy9b/25fX5/J9l+8eFHNzc3a3NzUxMSE0um0BgcHlclkdHBwoImJCZvkODMzo9HRUcNS6urqdPv2bev0icfjunPnjrLZrBoaGqyTo76+Xt3d3RZJof4tyQbikfIkEomqQXP0w4ePOn1oCPDitCxKOmoQeqZzJJfLqaGhwT4LTl0sFtP169fV0tKib3zjG6afSrXz/v37pi1KNXhsbEwbGxsm4tLU1KTTp0/bM2MqJPzWYrFoBYswPB7axUHKiygGBTjEPnAYYFRU4ufm5pTNZjU0NKR33nlHP/3pT3Xu3DmlUilLM9kUtEd64jrODDI3m/XSpUtqa2sz+IdNysgJMhbOnUouKW9dXZ0WFhZMKBslJPqvoZOBT9JVRsRaLBatRRgDTpr+6quvGsYNDYqhgR5Ljsfjunv3rhVRmpqajGlBKzKRZn19vWGbDQ0NRuMj0vOMCByYJBtYCGwCNso99jOfGhoarJef4g2QAH3/BDLBo8616elpTU9P24x57i1/gCB8MQhHDa86mtZTOMUQe4gN4wrLgu6pz3N8mgi0R9IfPsJBY5K+E4bhXwRB8Jak7wRB8HuSZiT9xqOTuxUEwXck3ZZ0KOmf/KwKfCwWUyqVMtEFVIsymYzNOVpeXlZvb6/1ej/xxBPq6+vTO++8o5mZGeXzeQ0NDWl2dtZmJRHBAibPzc1pdHTUqnOoyqCPWVNTY6R3sLhsNmtYHQ+cjTY8PGztbRSXGL9ANTGVStliIrqgUs8iWllZsXlARD5sKFpQ9/f3q9S/29vb7ecULAYHB+1erqysGFaIM1lfX7c0/+2339YLL7ygzc1Nvf3229ra2lI2m9VLL71kUAYbI5VKVY1BpkmBLpWurgr8fXR0ZKOjOzo6bOFyv4gQ6+srA84YLQ3Xk4ic9zENtL29Xffu3VNbW5vOnz+vH/zgB3r//fd17tw5nTp1Su+8846luTs7O8YThPCOA/Sfv76+rkKhYC2w9KlzP/k8Ih42o1cySqVSWns0XZNiIU6hp6fH+trXHg1yg2o2Nzen/f19K8B5+OL+/fv63//3/10PHz604YgYD+m42u/7uGOxmDkRtABu3LhhDhTY5uzZsybYTDbgI9NoRw7PrbOz04qaXkaPZ9bZ2WnpOCMyKIzRnTQ7O2upNuwL2jcxvHRFhWFl7hO/g4KH0ZZkkfQjm2Prj//7e+MjWWAjomx+5g3wZzk+TRX+uqSnTvj5iqSvfMx7/qWkf/mpT+JRL+4rr7yi/f19/emf/qnq6ur05JNP6sqVKxodHVUul9P4+LgNOmPezxe/+EWFYaiLFy8qm82qXC5rZmZGly5dMipOS0uLzp8/bwZof3/f5ioxF6WmpiJOS9GA1J9FgLYm78/lctYrjjGUjgsk8XjcPGo6nTYvNzo6aoaYtA/yPEK8wAZ1dXWWKvm0hGIRkSbzmjY2Noyp0N/fbyn4ysqKcTkHBwe1vLysZ555Rvfv3zfuLR03+Xxe+/v7unTpkmF1hUJBMzMzNmANRSqqu8ViUWtra5YhkMoRyXryOsUxH0GxOdbX1zUzM2NRBvxV5ich7PuNb3xDb7zxht566y2dO3dOly5d0vXr16toK7QWEt2BvVLwOjw81I0bN/T8888rnU5ra2urCguUjql12WzWqsENDQ0WAR0eHlohkZSUbjLPZ/RGp1AoaGBgQI2NjVXdMru7u/rhD3+o1157TW+//batH7BnT+mK8m25bt+Rg9HBwPX39xvtC7Uw+vDBQZubmy1yg5pHis0+9QUx0mDmIR0eVqQhUY7CyLE/KHCtr6/b+yjsbm5uqlgsWgsm9QXfGOBpiR7+YX3533vj6VkwUc5uFFP9rMdj0Ym0v7+vZ599VrFYTG+++aaRpN99913lcjk999xz6u3tVTKZ1NLSkm7duqWlpSWNjIyop6dHzz77rGprK1qaU1NT2tnZUS6X09mzZzUyMqLp6WlLM2OxmLq7u/W1r33NUgDUlQqFgmpqaiwaZa5QR0eH8vm8stmsqWgzAbO/v1+bm5saGhoy4JoCCbOUMCRgZuCTUFmoHjNjh8WPQC0RFCOVWfT0LQdBYOMe6J+HJ8gYjt3dXesiymazmpiYMBI035vL5azr6caNG+rp6dHy8rIKhYLOnz9vOpSILkPdCsPQUtHV1VVL0Wj5JJLzBQlwURY0hPBCoaCdnR3Nz88bX48qPobovffe0/nz59XZ2an3339fTz31lJ566im98847VnSgY8mPxgWXhUC9urqqW7du6fLly1YtlmSRlCQjlYO3MR4EmUBU4sk0oLWRqaysrKhUKlmn0NramqlisdEPDw81Pj6u7373u5qdnbXOIbKVcrkyqvt3fud3tLKyorfeesu6mOCKJhIJjYyMGC8aqAG+I+Nx5ufnDeoBihgcHNTIyIiCoKK4BS+Xe+V7+0n7gSvYU/F43KQU+/r61NfXp0KhYOuBlNs7TpokaMwgraZbUFJVKo4B9pQ436YZjaKjRvekVJ9i7efth38sDCjYyrvvvlvV5wzWyFyebDZrxoxIaWNjQz09PTp9+rRWV1fV1dX1kfQGJe7Ozk7Nz89bNEEqhuYjG4ViUn9/v0WoBwcHyuVyNkOptrYipUfhiLQDVRxPrKf4Q7USMJzoArmx5eVlZbNZq9oDKUiya+KB833MlKezgkVILzxtfkidvfnmm6bAREcKrx0ZGdHq6qqJ8Hpscnl5WaurqxocHNT+/r5mZmY0MDCgWCxm1WLfUouSD9EkMEgYhiZZhvGA8+c7fODvUbhaXl42ubOjoyO99dZbunLlir70pS/pjTfe0MWLF/X000/rrbfestZVX+H30nW0yUrS8vKy3njjDQ0MDBjEcHBwoJWVFWUyGbW1tZngtaQqPmepVDKJOYasMRUBwQqwdK6LZoAXXnjBnN3CwoJef/11m0XEs/Z0sFdeeUVnz57V4uKi4vG4jeReXFyUdCzIA62LwhE0Mul4xjvz4eFXovmJ4ZeOxYvBh2lx5t42Njaqq6tLyWTSnM/Q0JBplq6vr5ujIvVG8rBYLGp+fl5bW1smXbe5uWmRPddOxhLFL/2/fRp+UkrOa/gM/1ncZ+Cbz3M8Fgb08PBQd+7cUSKR0OTkpKUQzc3N2tra0tjYmK5evaq3335bX/va19TX12fG7+CgMlqDsRk9PT3GIwObamlpMboO3T6Hh5W5Scwh6uzsNMkrlN03NjY0Nzenrq4u04ZESb6jo0PFYtGKNlSOwURjsYqSU29vr0qlkpLJpGFa8N7obqIYkc/nVSwWTS0Kuo9fBBh50rZkMmmjQDBEyOyVSiWtr6+b0hE91YynhSJ2584dtba2WtfXzMyMPQsiseeee86e1d5eZfhZEASmir+3t6f29nabdUN1lIgZJf9YrKKMT2EC9oEkG7THBgSnhnwNlru/v6/e3l5du3ZNFy5c0De/+U391//6X3XlyhW98sor+tGPfmRGTpLdEwwhCkV1dXUmB/jgwQPru66rq1N/f4VIQtcPmYl0rAZE90xdXZ31009OTioer0gbLi0tqb+/35gHDQ0NOnv2rBkHspOpqSnNz89bKszGlmS0uDfeeEM3b960CBH1MgwFYjUYPulYGtA7E4wfGQ382ZmZGeVyOZPu6+josGfnifRE2UAlpVLJgh3SZVpA4YYSLZKeww5Aw4BIlusFmpCOcU0PBfE9Pkji8IUj/u+hCIwz98a34n6e47EwoBg0qoa+vYx0dWtry7Q+b926pTNnzhh2UiqVLP0IgsDmnEiVDU+rJukuwDRiDdCCaI+kYsnDnpmZ0djYmCRZGyfdMktLS+rp6bHijyTDvRgvcO7cOa2srJgBhThO5TYMQ2t3m5ubs2gInFOSYVRESJOTk+ru7rZoidSno6PDUn7wTlSm6uvrNTQ0ZIuHYXapVEpvvPGGyuWyMpmM6QYkEgk9++yz1l55cHCgbDZr0QXYMek3wi700OdyOZsIyrXAT4X83tLSYs+HoszDhw8tEksmk1W0GxxeR0eHksmk7t27p83NTX3rW9/S97//fT355JN6+eWX9cYbb1jESTuq1y8gnSM1JQqiMktxhwo2VW4wWx/NLS0tqVwuW9EGo4CTIzPBWba0tJhWwsbGhiYmJnTz5k1tb2+b8AbFrIaGBtM8yOVyZgxzuZxlMDU1Naa0z3mT5UALI7LEwFDhPjw8NC2Inp4e+y7fkFIsFq3LjgGNkuxaEAKhywcKGVMj+EwaCUjlGXxH8Zg0n/Pkb4we6bp/hv7fHvOMditF8VDf7srvPs/xWBhQMBTSOuZTd3d3m8pLfX29Tp8+rWvXrqm5uVnT09N65ZVXbLYKdI+hoSHjbBK58UCpIgJWx+NxjYyMqFQqaWFhQfF43Do/+N5z587pwYMHxjXr6enR3NycwrAy67pUKpnQLhACHhqvDA1na2urCkzHKyIe0d3dbdgTlWqKINBBqDJDOQHvJKUE16I9FA5hOp3W888/r8nJSUkypgGFsdrayijdg4MDvfDCC5YGUsHFWKKzeffuXUmV+fPote7s7Oj06dN2L7a3t43DC67Me4A0iJIxsI2NjXr66ae1srKiubk5m6hYKpUsMoHMnkwmdeHCBU1OTur999/Xr//6r+vVV1/VmTNn9NWvfvUj6TyR++Hhod0zijKxWMxmY/nXSsdREA0LGxsbVtSRZNFYEASan5+3tHR2dtbaa9PptBk69BXi8bgmJyd148YN7e7umuiFJMNvvSwi50L1m3NsbGxUR0eHlpaW7Dx5HdoNQA9EkKwL1mChULBxHpJMIX9wcFD19fVaWlpSTU2NYbk0dSwsLCgMQ9PW9QR6jBJreWlpyfYpWquQ44kCqR+AaWL0vJHEZkTTeW8opeqBdP413u5gmD/v8VgYUAQpZmZm1N3dbZMmAd3hrtEBw0yhO3fuqLe3V6Ojo9rb2zMFnHQ6bThkLHYs6grdg8XPbPWGhgbdv3/fIsiWlhaLAujKQdKrtbVVbW1tunPnjqVAS0tLKpVKNuKY1k0MGhgiHl2SFV8orOzt7Rl1i83oW9BWVlasmg/FJwxDnTp1yihBGDG4okROLGyiudbWVru/GxsbWl9fV1dXlw0lo20xkUgoDENNTk4qDENdu3ZNX/nKV7S+vq6JiQk99dRT1kHS1dVlg8ugdYG1Ak0AJ5TLZRUKBZVKJaXTafX09FinkifYDw0N2TRFWllRXgIC2Nra0uDgoBYWFvTf/tt/0ze+8Q29/fbbGhoa0nPPPaerV69WpZek04VCQY2NjRb50657eHg8757UFWgHwwUpHtwZuIAqPtJtYOUrKys2yjeZTFqktrq6qnv37qlQKBi9q6mpScvLy8bKgOXgqTkwAPgZr5uZmTFmBFAPosK8D5EaDAkdUnweY5dRf8KA43g4T4j/UO5YB2DZZGrRbIuGENY45+DHG3sjKcmMfNT4RXFNoBUciH8thTm63HydxNOcPuvxWBjQIAg0Njam8+fPWyUNLASOIGICg4ODthAXFxf16quv6utf/7oSiYTNheH3bBTSeuTP8KLd3d0msAGNhqgDI8jQNo+X4KWlSnsZGzQWixmuNzg4qKamJhsPgdgHmxTNTZ/WUeiimBSGlU4mVGTgf4KjSjJsDdV2xCXgX/pUtb6+XhcuXLB084033rDBdIwXSafTJlpy/fp1FQoFDQ0N6fr163riiSfsnEhtS6WSRkdHtbq6WpWWr62taW5uzqLY/v5+i94gew8MDNhmouIMRIFKVmdnp86ePatCoaC5uTktLy+bQZMqkXapVLLo/fvf/76+/OUv6/79++rs7NRTTz2lGzduSJKxIXwURyTIgcNlI/rNCR7IzzKZjGZnZ61SvbS0ZAPffItobW2tEomEstms+vr6zGnR88+1AxtJsqo0GQkiJtF94yct7O/vV8k6+nPw1+dxQowdVfH6+norCMJ2oZUYor4kU1uKxWIGYfDdrEdgERgjS0tLWlhY+Ij8IddFpMl951w9fnlSEchHmt458Hn+CMNjLQL/3r/VBpTUwHsZj8NQtPEtd5JMrHhmZkapVMq4dTs7O1UdPhiSmZkZI7eDd87PzxtG09bWpqefftpeTxcOVedTp04pCCrCFh0dHZKOxSNoQ1xZWbECDYWLdDpt40qoBtNPzNx4SQYBgItirPH04EN7e3sGXVCI4t5RMMGQoubEYk6n0zo8PNSHH36oTCajrq4ua7Xb3983QwQl6dy5c1pfX9fLL79sQhrAK0ArBwcHmp2d1dmzZxWPx01lnA0HpAFHFWEP8FkfFVI8gnFAkYIW2kQioeXlZa2srFjBjoFvrKE33nhDzz//vDUBXLx4UXfu3DFMkedGSgeEwVqRZIbAP1scBBELHUYzMzNqamrS4uKicUqPjo7U2dmp1dVVm0GFngHMjvn5edvQiG+Uy2X7jpWVFUmy9BhcU5IVg8DVgVrgLxMRR6vYsBA4PJYIfZDMiN9tb28bjHL27Fn19PRYGn9wcGCYLtq6RJxU1KGhoQWBMhq4J9G+T9U5t2jhx2cS3mj6VJ/nK8mchBf8IaL27/+8haTHwoASHRFqQwhHxZ0U+/79+xYNYoRIodfW1iylZrRDR0eHUqmU5ufnrW8aw1gsFjU8PKxkMmmdO+l0WoVCQWtra0ZOTyaTlrL56BQi8Nramokb19bWqru7W3fv3lU2mzU4gp8DsGNAUK/BS5NigzkykAsjS8TkqVKbm5umoAOZmuIEHEZGIRMJLS4umnze/v6+bt26pd7eXqNQoa8Jv7a3t9fSs5mZGWvPvHfvnnp6erSxsWFFGvAvMEWcFuIatATW1dUZr9fz8GAgoNHIRiwUCtaJBL9WkkEzhULBiOFhGOrevXsaGhqSJJ0+fdoaDvzMnVgsZoUhn2Vks1kbxSHJnDiC2mCVqVTKWAuoh6GPwART5iVRsceYsO6RVqTgxLoGiyUyohDnKT7Q3IIgsLVfX19vqmK5XM5oYnwWhoYInIgc50HRjXW1vLysxsZGjYyMWCGJrAHGwsbGhjY2NtTb26vTp08bHANkMDU1ZdgnB9BBtOWS33F/PJNA0kcMqqSPGFfpmO7kSfc+bceBcu3/wzqR/mcceA4wymQyWTWg7eHDh/rggw9s9AadPv4P2AadQ42NjZZeQxdpbW01LJIe68uXL5uYwa1bt2xmNVVWUlgiu6WlJTPuN2/etO9D/KG9vV2nT5/W2tqaRaE+FWlubrbXlkolU4GCBsSCxIsjFA12FARBVe87kEAikTDjIMmKLhTRisWiBgYGrC/5/v37hpcODAxoZWVF8/PzGh4e1ptvvqlf/uVfNh4fMMGdO3d09epVjY6Oqr6+Xj09PTp37lzVz2pra9Xe3q5cLqelpSUtLi4a84FJAHQxeXUdDBLwRCwWswITCku7u7u6e/euEomEvvjFL+qDDz6wbAQMEwe0urqqQqGg3t5eHR0d6cqVK/qLv/gL687BqGDYksmkYdyFQqHqc8E0cVRkQ+l0WqVSyShuOEdmvlN48Y4N9S2EfLe3t5VIJKxizWbH4GFcfNrL+aNdS7SLgtbc3JwWFxct6uJ+S8fGicIXzoTf8d3UCtgrCwsLNqpjbm5OLS0tKhQKqq+vt0mlKKnBomGcChKQvgbhI2mui8NTlfze8cpM0fQdzBdD6uEXPpN76Yn4/P15j8fGgHqwOp1O2zyg1dVVvf7661peXq4ikXv8hDTIe6KGhgYj0O/v71vxwveVe13QRCKh/v5+U1na3t42IRI6fjCs0HwaGhqUSqU0MTFhKRxRYSaT0dramuFTGMJYLGbCtai3MwqBa2htbVWxWLSoEyV8KvZsCiq8R0dHZkDp6kASj26mg4MDiwzj8YqU3p07d6wn++rVq/rSl76khoYGvfzyy3rmmWfU3t6uBw8e6O7du/a5FNEoEI2PjysIKjJ3aGyWy2VrzWtpadHExIRaWlpMxu/hw4c26RTjFASBKeN7rJnolOpuKpXS3t6e8vm8nnrqKe3t7enatWvmdFCd7+rq0szMjG3GTCajX/u1X9N3vvMdw0CBCoiccZiQxtva2nR4eKjLly8bZEP7IiIXtOTy3Hp6egyPpumiVCoZwRwjjMwdTSNMg+U6wVWJwMCGSd1haPj18f7771dBXDhT9gzcU4wR0T3fKcnaNDFQra2t1p5Jrz1qT6OjoyoWi1ZcohUZwXPGFIdhaBNlPZvAczx9VOwjThTnCZI4r5OoSxhNGCpQunz13Uepnsr0eY/HwoCy6ba2ttTf328pGqOGz5w5Y5L+YHvekPo/HFRpi8WiYUXwMzc2NtTZ2alUKmXcwJqayijfVCqlN9980wwT2I50jMkcHh5qbm5OqVTKjBZwAeRvcN21tTXD+DCAqOpTiY/H4xoYGDDyOTgftKfDw0NzIDgJHEQ8Hlcul9OpU6dM4ZyF4eXu2HQUrGgD7O/v15kzZ/R3/+7ftUoos+7/8A//UJOTk8pms9rZ2VFfX5/a2to0NDRkdDOME+kyItZsnsbGRvX19amzs1Nra2v64IMPNDw8bF0pY2Nj2t7e1oMHD6wDieo3bbTpdFq7u7uWgUB3Y+jY1772NU1OTuqdd96x4trGxoZ1xszNzammpkZnzpzRN77xDf2X//JfbEOSucDtrampqP8T5Z06dUojIyNWCe/t7TW+MrAEsEWxWLTnIsn66yHjJxIJbWxsSDqeiirJMgcMujcyrA9wWiAZ6Xg4HUUv1h6/95ip32sYKgyLF0jBGCJyzvmAy2Lk+Wzf4gpMhCITDAbuHTATODpr2fN8/d+8n2vHWPqqvG8zZY/6fRItRBGJ836u6W91Cs+DGxsbM0GEWCym27dvq7OzUy+//LL6+vr013/912YEoh060jGflJsPvkGkkEgkqkj69fX1hl8RnfX19WloaEg//elP1dLSYoUJeKQYd/Qoe3t7bdYRGBopM1hQS0uLqXKDG6EijphxU1NT1Ujd1dVVM5BEGXBBKUYRVVK4AhMDf6OXnM1L9E1B5qWXXqriejKpdGdnR6+//rquXbum3t5ee0YNDQ06deqU5ubm7Oc4hrW1Nb3zzjuGj6J+tLOzo66uLuXzeZsIWldXp3w+r/b2dusCamxs1BNPPGHwDBHlnTt3bA5Ra2urDg8Plc1mLSVGECaTyeh3fud39OMf/1hLS0tW+ENx/+7du6qtrdVTTz2lUqmkN954wyJHqYJZMhwNtX0UjBKJhOG1UmU65tTUlCSZHB4cUWAbupYoVkAa93Snvb099fX1meHDwXq6EGtEOsZBpeNpm3wHgiDUDPgMbxiigjdcO3uITIz/o+vQ2dlpBH9oShjeZDJpTQIUjagXMHoGQ0hzAHvVfzejT/xexmEQzMDW8C2crE1ScZ/W+0KhdAx/YJBprIkW2j7L8dgY0Pb2diUSCbvJd+/eVaFQ0NWrV/XCCy9oZGREf//v/329++67unfvnqU23ABPvOUmeYkyilNUOWtqanT37l1NTU2pr69PqVRKw8PDxvu8fv26FhYWlM1mrUKI56QanUgkdPv2bZ07d84ilqamJrW1tWl5edkoNlStKSZ0d3ert7fXRggwd50FjFGlSo38FxgbURrYJFJi8N9ItxAMBrog7SOCg58ai8VMjLdQKGh6eloPHz5UR0eHrly5Yhjr+vq6CUTDTT06OlJvb69WV1erRH9RGadiiwDLmTNntL29bQUEDNWZM2esQMb4W3BoIpdcLmfFNviUCGnQN//Lv/zLun//vt577z2tra1pcXFRPT09amtr0zvvvKP9/X29+OKLWl9f1/Xr1w0G2djY0PT0tLLZrEEKQ0NDymQyxpNkUyKUQkotydJdBhVKsn51tA4o9rS0tGh2dlabm5saHh42NS4I/hhMX1DkWhFnobEEmt3a2ppRokj3MTycH3ABhhVjy3mTtUG/owXXG3wiWgwY0TZND3w2sA6UM4wfBVSKW5ybzyb5N9lBEAQWlWL0wIX5HG8seT2fze/5HZ/jDfHfahpTLBYzgLqurk4TExO6fv269QjPz8/r5Zdf1nPPPaeXXnpJfX19+vGPf2wLSZJFLj6s52F6UQWKOtAoOjo6TBFpcnJSBwcHOn36tPr6+nTt2jWdO3fONsX6+rpFKXj5bDarGzdu6IknnlAsFjO1m8bGRm1ubiqZTGp8fFw7OzsaGxtTPB7X1NSU6ZCiOuSLWysrK9aNxUKAfkNBSZJ5fVpcaTDwgDn3RpIpPBUKBaXTab3++uuamZnRlStX9Nxzz9nkSfCq/v5+60uHqoN8Xz6fV319vVVXZ2ZmlM1mLdICnsCI1tbW6oknntDQ0JAmJibU1dWlurq6qlErbFCeWywWs3bT7e1tFYvFqlSTiJkIHQgEqs3777+vmZkZYx1ks1kbM/xLv/RL2tnZsWi6ubm5aqxKT0+Puru7LbOAasSmDcPQRLTJYOB2sjbAoeGIjo2NqVAoaGFhQe3t7Uqn02ptbTX+L6wORJ+5H+yPmpoaozbt7e3pzp07hi8CDWDkJdm691gfRpQppGC6+XxekqqcMBMH2tvbrV0XXF861gRta2uzaQdo8yLijXOH0O8jSF8x94YMo0dUTRTq036Pm3LN/IlGpxhNCmZkL3zf33oeKGkmBOpXX33VKqp4ylu3bml1dVWvvPKKTp06pdraWv3whz808rDHSKRjIQW8D6k1M2vCMLRiBSMejo6OlM/nFYtVJO8QIW5ubjYRB8QowjA00du+vj5NT09rdHRUMzMzRiWRZC2gDx48UCKRsBTuwYMHOn/+vOlt1tXVaXl5WfX19dbVFIahRTCSqsQ0qK7T5QK/Drk1KuKkV3wWBq+1tVV9fX0mE7iysqIHDx6Yfmgmk1FPT4/ee+89w1jx/uB1qPAwPoKCGSNZfvrTn6pQKOi3f/u31dXVpe7ubt25c0f19fXWQjoxMaHDw0MNDg4aLxCFHyYDgHvB82V8BUpGiLZkMhmDgBKJhL70pS9pfHxcH374oba3t40bvLKyouvXr+sXfuEX9Jd/+Zfa29vThQsX1NHRoa6uLlPbZ6OxjqIRvs9qoAxhaGKxmFpaWjQ9PW1RG6wJIByypq6uLtOXnZqaUmdnp00y8Gr6YJtkaUStQDA+zeU8PfcY6IYAgjZMHEQUB8QxkZpTfyDyhseMTsPQ0JAaGhqUyWRUKBRMYYmMjxZOHzH6irikEw0gv4uyEaRqWpNP933kfVJkG6U9/a1O4UkvdnZ29Jd/+ZeSZOky4hgPHz7U9PS0pqam9Mu//Ms6f/68fuVXfkXf+973bGKf72nFS/meYVICVGFodYTEHY/HlU6nNT4+bunb0VFFoxIC/sHBgXp7ezU5Oam+vj69/vrrunDhgo0gYX7Q6OiolpaWlMlklMlk9ODBA1M5YjEzdtk3DRBdLi4umsFBEoxILAgC6+oBxoBsTVrPe0iXKcjlcjml02lTBrp586aOjo509+5dKxL19fWptrZWk5OTqq2t1eDgoHp6esyJJJNJ618/c+aM9vf3DSfb2tpSsVjU7du3TQ2fxgIMC89penpahUJBY2Nj1t7IKGVgAuZVeeUeqaJrCb5NcZDx1sPDwwY5dHV16Stf+Ypu3ryp5eVlm0pA8e3Xf/3X9fbbb6utrU3nzp2zFkUU9XG0+/v7RpVBHKRUKpkhJYUHByeraGxs1NLSkurr662gmc1mFYvFtLKyYhNBOzo6tL+/r2w2q6WlJcNQwSuDIDA2BZGYJ7tjaIGuOKfGxkZ1dnZW8aOpunv6IM+F+gLrCg0EomSKmlDTYrGYtre3bVKsFxcha4LiBbOGLMMbet/E4FkDpO5Ro8jBdWJ0fXTqjTRRJr+PQgaf93hsDOjh4aHu3r1rBoCKayaT0fj4uG2UXC6nf/tv/61+/ud/Xq+88oq+8Y1v6Pvf/76NI/bVVX/gmXwLHw+aqGZlZcWEbvP5vHp7e/Xw4UMb0wpONDMzYxXesbGxKtyI+fTNzc0m/tHR0aEXX3xRMzMzVuFFPg7hE7w7NJH5+XlJlcVEFRP1IQSOWXQeEEcrgH74IAisyMQcHPr1KZptbGxocXHRCmZU0X3U1dPTo+vXr9s4CAoDvgOHdHVtbU3PPfecVlZW9Oyzz2poaEjxeGU+EhXctbU13bt3T88//7wVrmg4oLcfuIG2RC+pt76+bkYUnBku6Orqqmpra9XX16dkMqnGxkZdvnxZs7OzWl5eNjWps2fPan9/X7/1W79lWgFMe+Va2IRgzvF4RSEqFosZnAIFzVNs1tfXTQOToX7cT/Dz7u5uM0SNjY26detWFReTAyPK8yYD8Mr+0ao1VDMcxezsrDkwn+ZLMlZHa2urZS6s9yAIqkYPY8TpeiIyZr4XfFaMZTwetwzKR8W+RoGxJIKmZkHqT+RNMden/96GcI+lY06rvz++Iv9/RPQpPSYGlGLGxMSEpqen1d7ebtgXHpPQG0Pxgx/8QJL0hS98QV//+tf1V3/1VzakixvHTZRkf5OyICgA77O5uVm9vb3a3d01qTq0HL1qUXNzs65fv65bt27p1KlTymazSiQSyufzVuxpaGhQLpczLuj6+rpaW1s1MjJiVJ79/X0zwo2NjXrw4IE2NjZ0+fJl6ykeHx+3eU30nqdSKdMOpQIMWwDjjYpVFPtBbASCNZuR1teHDx/queeeM1EU5viMjo4qn88bHYwIkZ5vNtzdu3erpp+eOXNGS0tLVlCjas5o2RdffNGwLYpKra2tJhLM3HCKaki40XVz4cIF29SsH86Zyj/Mgba2Nl24cEHnz5835sXBwYG6u7vV1NSkrq4uW19EWT7iYdNS5Dk8PDQCOYbJR6hsys7OTlP798YSkZlkMmkV6+7ubiPfd3R0KJFImJMAegLr95V0DGcQBOrt7VVHR4fW1tY0Pj5eNeZYklXPKXYmEgkrLHnaG46OdmcaIKQKDr+5uWmcXPYWBUr2GcbMR4W0v3r6kE/puSaPgZKhgZV7cWrPJfWRZrTzyqf5UYN5kkH+tMenNqBBZajcO5LmwzD8lSAIOiT9iaQhSVOSfjMMw+Kj1/4LSb8nqSzpn4Zh+IkDl4+OjrSysqJnnnlGTz75pB48eKDbt2+rWCwqHq/Mr6bi297erlQqpUwmo3Q6bcrWp06d0vT0tKU+qBD5whLfRbdHMpm0h87ESIoF9fX1ll5OTEyYIW1ublZ3d7fy+bxFzCh1M3OJqATPTNfG22+/rZqaGmWzWc3NzWlra0vt7e0GHdy9e9f60aVKhfPhw4d68sknrYiVz+fV399v4L+HKBKJhK5fv25TEZeWlqz/mHnenop1dHSke/fuaXh42MY7e44eIiEo3NPnDC68vLxsUd7CwoKlYmDON2/e1MzMjF588UU9ePBAzz33nO7du6eHDx/qwoULunfvnrW7IgEXi1U6XYaHhw0jJDWkqwc8tFgsKp/Pm4rUmTNnTMhkYWFBMzMzJhaDYtDw8LCeeeYZa0UE36b4xiaH78hG9hELryPb6ejosAIgfNVkMmkbHcyXyKy7u9tmC1EI4fkxZ+v+/fvGJ4ZVgkEiJabqXldXp1OnTimRSKhQKFjjg3Q87pnBip6wzxwtBsBR6T86OjJ9BRgnjAZva2tTZ2enUfU8fBAEQRWFyqfHGMYoNunZNBhvXwzy1CTeJ8mEz9fW1myvEdFKx5M5iVg9D/TjotfPc3yWCPR/lXRHUuLR//+5pB+GYfj7QRD880f//2dBEJyX9FuSLqgy1vivgyA4E37CZE6I4nNzc0okEhodHdW5c+c0MTGhO3fuKJVK2RjbcrlsrZDMsBkYGNDTTz+t4eFhvfXWW1pcXFQymbQH5AFj/u/5eaSUjNGIxWLKZrMaHx/XqVOnNDQ0ZGB9Y2Oj4Xl7e3u6d++eecVcLqfW1lar7DNqmaIDCjWev8eEy+QjAWO6nKjyJpNJLS8vq6uryzDNhw8f6tSpU1Z0YhPW1NRoeHjYREdYyJDLS6WS9S2Xy2V1dHQYRjo0NKRcLqejoyPr9S+VShofH7eRwkNDQ5bi0ZUCTYzZNxSn4P/B3ezq6jIaFKkzxZLFxUW1t7dbC+jW1pYWFxcNallZWbHCXjKZtOkBHR0d6u7uNhgln8+bXNuzzz6rL37xi9YVs7e3Z8pYh4eHNtgNOTqcJ6mjj943NjaqNrgX/0WPVZIVnTAqLS0tVS2RFJNYa7A/4FjyXWD/KysrZhRoa/ZsktbWVj3xxBMGu8zNzVnHU3NzsxWNiMxYPyhmsUaABzz2SWbS2tqqlpYWS6cRiEZDAsgE50dkKR3PiZeOjZQ3cBhdomrf3sl5+MIw74Ol0NfXZ5No6X5Dy4J7TNGJ82DN+iKUL2J91uNTGdAgCLKSvqHKpM3/y6Mf/5qkVx79+w8lvSbpnz36+R+HYbgnaTIIgnFJz0l66+M+n8IDsljQU9LptL75zW/auNfFxUWjsmAQGUtBtfHSpUum1pN8NK8bKhPGkaiU9kiEdIvFom2Wuro6DQ0N6cGDB3riiSfMEIILzc/PmxyZ5+bBV/QVUaI9vB/FH8/Jo/CTTCarBn6Rkq6trZkDOTg4MCdx8+ZNMyxEPKlUygR0MfpHR0dG50HdCMX5WCymjo4O3b17V3V1dVYwmp+ft9eXSiVlMhljF+RyOQ0NDSmfzxvftL29XQcHBwZ/JBIJm69UX1+vd955R9lsVn/8x3+seDyub3/728rlclpeXtZTTz1lPfAI8DLfyot4sNgRA4YTioEHEiCaamxs1Msvv6za2lrj23qHQlHK43A+ciFjebQPFASBGTJSdnifrCv/WbFYZUQ0RtmnrJJMQIRzAIrp7e3V/Py8CoWCYrGYZSbT09OqqanRSy+9pCAI9MEHH1SJcLe2tqq/v9+mmkI3Q6wa7iet0xzwIrkmT+IH0qDSj9hIEFT4vTiHqGjJScUZbxD976OG1WsB0HwC9QhHhzH1XOeRkREz3Gtra8rn86by5Z+h/97PazylTx+B/r8k/d8ktbqfdYdhuPjoJBaDIOh69PM+SVfd6+Ye/ezjT+KRMktLS4sRc6kOYyDPnDmjU6dO6dq1a5qenjZ+GqK7zc3N2t7e1v379y2i3d/fV3t7u6Vn9Piy0KVj7ITWs83NTesXBusrFArq7u62Nrnm5mYNDAzYCORisWjtdNECAPQqgPAvfelLev31140UzQRR0igUk2gsQM2GqA7xaQoXp06dMhoWRrm9vd34iWChq6urCoJAbW1tNs8JJ8O5QWCXKpMa6baBYra2tmaNBqdPn1ZTU5M+/PBDa/mjj31/f18LCwu6cOGCYrGYrl+/bhJvpVJJHR0d+uIXv6iFhQXDqTGcVKgpXK2vrxsWyuKn4EOUsrq6+pEOFwqGSMlByYGBwWs8K4CNBXkbeMS3PdL9hZGAPfFoH9iGBOPkM73x90YYriZFq/39fdO0JUDo7u42Z4Aq0oMHD/TgwQOL8pl4QEGwqalJra2tFt1y7kTLpVLJoACKo6TdUcoPGQ5ROgeFIPRECRC8YfSNBv5v3h/9WfR30nGnlf88nok3xhhUWAYwSJi0sLGxoUKhYILcrIH/nuNnGtAgCH5F0nIYhu8GQfDKp/jMkwCFj7iiIAj+saR/LMlwTQwN+E8YhjYPvqurSyMjI3ryySd18eJFzc7OKpFIqFwuG/Y4Nzdn4zkYGEdRiJ5lKqw8CDwng8SIcqXKQ0KGjha/YrFo1dRUKqXl5WWb6eMjYwpOGDt0FhcXF5XJZEx4hM3j023OG0dRV1en+fl5MwhtbW2SpKWlJTU2NmpwcNA2I5FWQ0ODisWiMpmMCXasrq6aRNvCwoJSqZSOjo40NzenIKi07vX19RmFChoVIiCSTLQacZbOzk6tr6/bCGMKeagFTU5OGne1trZW2WxW3/72ty2KlCoGa3p62sRNGDKGyhE4HrxdjJ7vSiG7gAbmydG89tG6s99zv7g2qVpH0vdm+woyEW48XhEhJrugMCXJ9GW5PqAOzt/Tk6ALUUEn0/G945IsWi4Wi+rt7dWZM2cMc2XmFXg3FC8wftowmZ/FPcVgU3zFsERpPj4196k1/+bw0XTUwPHek6JA/vY4L4eP6v3382/eD3XKU54QUIGtMjAwYPPUyHoJDD7P8Wki0Bcl/WoQBF+X1CApEQTBv5W0FARBz6Pos0fS8qPXz0nqd+/PSlqIfmgYhn8g6Q8kqbu7O7x+/bqNwBgYGNDAwICmpqa0vb1tXprUV5INXnv48KHx0PL5vBlOlJiIODKZTNVm9FEHD4E0lEgUoJ80bHh4WI2NjVp7NDGzs7NTw8PDmpqasoIXhqK7u9uk0VpaWtTf328C0PwbegvpaVdXl/XQl8tlM0SkU0REs7OzplVaLpd169Yt9fX1qVwu23kiuxYEgfWGs6FRf0JMmQ2O2tLc3JykSvSM+C0R98WLFw2nRFN07dGsc6LQmZkZHR4e6umnn1Z7e7t1ZdGWuLi4qJ2dHavQZzIZPffcc9rb27Oi3MzMjGpqatTb26t79+5pfX1d586d09ramgqFggkme9k5BqDhmCD4g4m1tbWpv79f2Wy2apQHxhcskMKNT0tJWzc2NjQ7O2sRYXd3t3p6emwSqSTLeKjSE/URyW1sbBjVqlgsVlWdd3d3NT8/r7m5OYsYPU4LLYsGEIxyZ2en4fo4C4pFFNC8+j4RKVE0GhOk9tFM7dGetWd8UhrOdxK1+j+ej+nf6zmZZAR+X54UnZ5kQL0R5vc4Nr6DDAB4K51Oa2BgQFJFzHx6evoj3/Wzjp9pQMMw/BeS/sWjk31F0v81DMNvB0HwryT9A0m//+jvP3v0lj+X9EdBEPxrVYpIpyX99JO+A3BbqmBCU1NT6ujo0NmzZzU/P6/u7m4NDw8rk8moqalJ+XxeExMT1u2BYna5XJHCGx4etrlKvvLHZiGaIALwrWBUVTmnlZUV6y5BpJmoQ6pEz/v7+xoYGFB7e7ump6eVyWSUzWatmMDCgFRdLBZtamhTU5MymYwVC2pqakwubG9vz/rWOzs7zZASaZXLFU3TqakpjY+P68yZM1YYohjCPWITwSSoq6vT2tqapbVHR0fq7u42hX84oUwcPTg4UF9fnyYnJ43zCg8SLAya0jPPPGOFpo2NDb333nuanZ1VV1eXzp8/b5EVm5pokHR+dXVVly5dUlNTk+bm5nT69GmVSiWlUilTvYJ6haIRGxvKC4YdYng6nZYk3b59WysrK3rhhReUSCSqJnViVLjHSNYhPI0ifX19vTY3N9XQ0GAV+OHhYW1ubpreJ+pFRJuSLIpGZnB9fd1aIIFcqCbTXba2tmZD++DLwkihoMTaTqfThhWGYWjFJoSMS6WS7TmCEYwd94w+fNJ3r1rkjRbRri/88LePPnkuvM9H3T669Yb6kd2pinS98fZ8Tm9DPOme+ga/8x1L/rvZd0CHn/X47+GB/r6k7wRB8HuSZiT9xqMLvxUEwXck3ZZ0KOmffFIFXqrcWKrUXHg+n9f09LQODg40MTGh9957zyrWkM9JRZqbm3Xp0iVL8SgCEPLv7e1pe3vbMCJScLpG8O58HrxGNjmpARuSKZN4cPijBwcHOn/+vEWaa2trFokwNymTyVhRCDV0NgyVVlow4Z9i4IOgIkbBBke5HyON8DS4llTBMhmlQdWfdJ+FzjXPzMzo4OBAHR0dmp+fVzwe1+joqN555x3NzMzoS1/6kt577z0NDg5aZEnDQBiGmpmZsaJHa2urent7tb29rVOnTllqRWGtoaFB3d3d9oyYS55KpeweSrKBaf58ieKbm5v18OFDM6IUYDCC8Brn5uZM7Wh4eFjd3d3Wew8Via4aChRsUDZu8tH00Xw+b7qlbW1tJqjc09NjGDDiKxhONjWRJrQlIngiTSJUIn9ec+bMGWMwIHeIs2D9HB0d2XskWRrPugEKQlDGY/VQ03z6DqxEVI3RIijhHvE7D434/nuyAf7tX8tnRdP9KNGdz+UzeB//94baG1D+lo6NqDfsOIiT2lg/7RGcVCn7n310dHSEzz33nBm2xsZGM3SSqsYdQxSur683FR6Pb/EAS6WSlpaWrDvCd3B4vJJJiJDRIRaHYahCoWAREnjRwcGB8TDn5ua0u7urlpYWtbe3W1oKpiqpqrJJCgVxG25mLpez6BMYgAXvcaaJiQmrkNJfTBqEHB5VSRYEM5HAkxsaGqy4A0yAMjrppZ9xPzExocbGRjU0NOjpp5/W7u6uYafgS/fu3dPp06e1sbGh999/X88//7x1af3xH/+xDZ5DL2B9fV0tLS3WMNDR0WFyf0EQGB7O/Wlubtbk5GQVBhot1NF5JVVwL5oKIIQj4IGsX19fn6nMk2LjvKPRC1Sdu3fvanp6WrlczhooBgYGtL6+riCotH/u7e0Zft/e3m4YNM8TaADDBwQBXEAUCBd5Y2NDCwsLxnWFWYGMXy6XsxlWpN+INqfTaYs++S4/IYEIrKamxgw4ETytv17Q2GP18XjcyOzRdJ2o1hsrDgxolJ/N77yhxrDhmNhTPGdPouf7TopECaj8d/Bvb4z/zb/5N++GYfjMZ7Fdj0UnkiTz2qlUyv7s7u5qdnZWS0tLamlpMQIvwhV+/DE3a2VlxRY6oDsir/F43BYyxGEEaRlFkEwmlU6njXQMFirJxhLncjkT4SA9np2dNXEGHoxPO4APyuWy4bQIShDdhmFonTVcF1Hq6uqqpVeeRE86WF9fb3qVfKfH3nZ2dmzI2d27d9XQ0KCmpiZtbGwYFQhHgSgwVV9U7ZeXl1UqlaxvntHSXV1dZsTT6bSKxaL6+vp08+ZN2yTgwpubm5qfn9cTTzyh1tZW6xh68OCBwTZ+aF8YVlpZ4cN6VSqYGNyTcrls453JFrhHfqYV3W3b29saGBgwA4GB4nwp7jx8+FCvvvqqJicnLRvxHUhgxgg/Hx4ej4Ipl8vWFIBx4ZlQkKK110MFiG/At+3p6TGDt76+rkKhoNbWVqXTaZXLZVPJp4JfLpc1MzOjhoYGi9qJVGkQiLIP0GLASTN9YHt726T5JFnWQRsnVW+yBIy0j0ql48KQj/JPKkgRtfqfk5l5qIfMDCPOEeV6so78ufD3f28A+dgYUPiF+XxeGxsbVlUMgkCDg4PGY8OQwhn0ZO7Z2VndvHnTOmUgpJOScNPBjiCTg3fS3YAAhpfB88IVtKtls1nlcjmtrKxYkQbvzXtIEVgw/J6xHr29vYa7ElE0Nzdb1MpiJAI+OjoyTUm6p3Z2dqyVj04SNijzeOgx9nPHe3t7rYujra1NmUxG7e3tdt8ODg60ubmp9957z6J2oilmJTHv/cKFC1pZWTEaWG9vrzkCuJc1NTVW7MMpwjeFQfHUU0+ZZkBnZ6ekCgxBIYsUt7a21qaehmFohZmNjQ0T9YCatrS0ZMW0+vp69fb2mtP1mCcblwwENai/+qu/so43IsjFxUXD4onguN/5fF6Hh4c26rmvr8/gFzY76T1dbER2NTU1VfJvOH6q8UAAwCY8252dHYvS6uvrrXMN/JSonUkARPve0BBtg8VyrlD6wjA03LpYLNpwPR8ZwkX2WGc0Jff/90bVG1GPc7IXKP4QNfrX+u/xxpHz8IUmb5ijRv6zHo+FAQ2CwHC7VCqlMAytMk3fMKkWgg9ECbz2zp07unXrlmFZpEPcGCqLLFhk38DGgALgdZKaY/xofWttbbUoCcVtFptvF/OphHScboAzeTWohoYGLS8vq729XefPn7epoWEY2jA5ZNCgmvgUPx6Pa25uTo2NjQrDytygbDZrsAUGmDSRIV9QhUZGRhSLVSZbLi4umtMAv62vr1c+n7d+8VOnTtnvT506ZVF8bW2tFZc++OADdXd3q6+vz6Kocrms3t5eM+apVEoPHjxQa2ur4Z5Xr17V2bNnrdCGM6TllYaHlZUV41ZCCUOEBlgEo5tOp00ZiQjuwYMHam9v197ensbGxixDYPMfHR1pYWFBf/RHf2TCy35DSsfCFVIFZqKQSUSIYtfu7q4uX75silmsXaJeX2gkCvXfgYMAY2Yt+Kr9/Py8DTQkMg/D0JoFWHeIfBCxR7FeMif2CkUWggb0EIDJKGihtgQU4BkMXAedW9Ix3clHk94Ycl78zc/Y05wrhte/FgNLJkgK7zFRL38ZZRt8luOxMKB4bciuPT09hlWRonrBDBYflcZbt27p/fffN+9MCgQuSAGFQpIkE7BgIiUpDgWF9fV17ezsWHVZkimnHxwcWBcShgSsxhutmpoak59jwTQ2Nur8+fPq6uoyigqVXWhXsVhM/f39VvDB6/uxCrW1tbp165ZtWqIDjOLy8rJ5bUnWegfnNh6vKAZtbGxoYmLCRHBLpZJVhpHxa25utp7z/v5+G1Xc2NioiYkJjYyMaHp6WqlUyrqjaDWFOpV0IzHOnj2rO3fu6PDw0HRPmefEZvzCF75gEoVEiui4evAf3dDOzk5jEeRyOSv6PHz40FplwbChEC0vL+uDDz4wmMQ/61KppL/4i79Qa2urFXuIYvi3r+D7iJZun729Pc3Ozlokyex6XziRVIVNYrzA7nZ3d7WwsKCVlRVrl6T7iddTI1hbWzMVL6J/8HkEm4Gq/BBH6Zi3Cb7pmxu4NgwRe6itrc3wcAIMzhHckmdFQEOGwnNjr8RiMdu33E8MpO+VZ1/5c/QGlxQfShbrhEKW7yzjdVEs9rMcj4UBJTpLp9NWXSVS9FgMhgZPtLe3pw8++EA3btywvmZwEhasB9d5iKTRGEiKCTMzM9a5Q5oVhqGNqT116pRKpZL1/lKw8aA8Cwfw3Y/SQHwZsRAq9VSqn3zySZtb5KlW3A8WMLje5cuX9eMf/1ivvfaa3avm5matrq5qe3tbLS0tRrHp6+uz+7O2tqbr16/r7t27kmSRNgueokipVDKeImkQaSENBuDCdAoxpmR3d1fj4+O6dOmSGUIWN5X2mzdvanBwUC0tLTp16pSuXLmigYEBgx+AUmKxY25jEATmZPb3963Ysry8bBMyveNIJBJVnUtE7mEYGs46MzNj94Co6+2331Yul1MikajC9IgMWUPScTRFdd2npvCXZ2dn9eSTT1ZlV1wnBpnv8dqjwD2IZ3tpN68jG4vFlEgkrPAGxru7u6upqSmr9Pf09BjDxAcUnAd7kUgPBoRP04lWMbhBEJgkpF+3nB/ZGcVa3oeewNbWlmUxnEO0OOVTelgyODB4sgis+KKTb7DwhWDvODCyn+d4LAxoPB437iQLnMJIS0uL2trarGpLt8fe3p7u37+v69evKxaLWaWYxUQlkjSf1kD0Izc2NsxQEd2NjY1pfn7e6DykIqlUSqdOnbKuBVJ2X8X0vcQ8HPBHaEypVMqwQwxqOp3W/n5lANrKyoq+9KUvGbzgvS0LFY8M/vW1r31NfX19+vf//t+rUCgoDENls1lls1m9/PLLymazNkIZzG5zc1Plcll9fX1VbYjwYGET0IHF97a3txsTgJQznU5rampKbW1tunr1qhkVVJ8QU0advKenx4RA2traTPwYaAIDIR3TXDAkd+/eVX19vUEQkoxXyaZtbGzUwcGBurq6ND8/b4IsGCWmm9Kb3t/fb9BNe3u78VffeecdBUGgqakp21y+1VGqbkEEnyMtD4LAim8rKytaWFjQw4cPdfHixaoJl2Qs3E/uLdV4OrMkqaurS1tbWzaWRJJhuLSGQs8C+vJrKAgqba+0era1tam3t9cclWcEYMwxhKw3MjzpWDXJOxWfbbEXSecxptDouA+8l+e/srKijY0N4y17VglRuy84ecOKocVYNzY2Wuba1tZWVRuIpvuf53gsDCg9q9540spG2oNHYeHlcjndvHnTxAwwYtwMjCxGjeiVxQRe5qvbYEf19fWam5uz2fHnzp3T0tKSqSnh9XnopAh0Bh0dVWT3xsbGzOOhFIP4iMe9EomEcSVzuZxaWlositna2tLCwoL6+vqsCMHmIZ188sknVVNTo6tXr+rcuXMaGhoyEdzt7W3duHFD9+7dM5k1NgrwBh798PDQ+sbheZKy+ZQZcRGpkuafPn26KnWmoyyTyRhhu62tTdlsVj09PfaMvKFgo4PtIZ4yMTFh7AhgjlQqpdnZWcOt6fryM5NoEvDtkPX19cYEgKe5s7OjhYUFU8+vra3V3NycwQ0osrPRyGDK5bI5bQwhwiDgjHt7e1pdXVVvb68WFxd1+/ZtnTlzxtgRGAyeB5sYI7O9va25uTnNzc2ZGDVcViAXuvAkmTwjuD33whPuJdk9XlhYMG4wwi0Ur1ijHsP0uCbFKtJk1rl03JTA+4ASMOJcG/eS97S1tSmZTKq3t9deA+OAwMVDKZ62RjSLg9vY2NDS0pKtKww/I5cRj/YY6+c5HgsDSsrNggS7ZAOQXvGAodJQjaYiKR13O3hxhCilgtCevnAoLshftba22qiKbDar+fl5KxZRpPJFLApOQ0NDam1tNdVzNuX29ra6u7uN8sI8ccRlKYL19vZqaGjIJmoCuKdSqaoxI5ubm1ZphoFw9uxZM9gY6zfeeEPvv/++isWimpubDfjHKUkyY0KUQ0rOgjs6OrKon7QNsZVMJmPSc6Rm5XJF1/Ly5csaGhqykcpsZFgC4FVEkJubm7p3755mZ2fV2tpqBPre3l6L9Ds6Oiw7QDClo6NDBwcHplMwNzdn85UmJiY0NDRk14qBlmStt9vb2yaBBz90amrKWk+JojwURCqIAcEREjFxf1hTw8PDKpVKNoeINUgh0RseIiSw9d7eXhOdgWdaLpc1MDBgeCVQE2vCO+foXCeeEc+AjINIO51Oq7m52dSWqDVgpPwzxGmQIvuiq2+xZZ/weXV1daaIRXMFcEK5XK7iZvtpuTSoLCwsWFblOZ5S9YA6j92Wy2WrJSCPCDzo4YDPejwWBjQWi1k0xHREvIXHPbnZCwuV1vrkoxEevtKMMSVS9IfveOCB4HElGe5GJbu3t1ezs7NVEyN5OHTTQGXiQaMXenBwoLa2Nv3kJz+xKCKZTOry5ctmvEk7oQcdHBxYBAqGGYahFTdu375tAs3AAywS0qKDgwNjJNy4ccMqvwDnRMN7e3vW6+95rlRS6SJqbGw0ehIZgqfotLW1qbGxUadPn9Yrr7yirq6uquflNx9pbU1NjfEKf/zjHxuNC8EW7sf+/r4SiYQWFxeN+/vkk08qHq+MB9nfr8xTh8VBoQTFJ54xFCPgG4wlhqZUKpmB+8pXvmLaAUFw3BnEeVMQkmQKU0AHDKxDwBnnw71D3xN8kyjVdycBm1B1n5iYsM60zs5OU6oHwuLzVldXlUql7B6zxokAcX5+T/CM/N5YXl62PUgFH3ydDA9Dyufzc2h70KxI5X3hxqfL3pgCy3BfmHYgHbN06urqDPbh2S8vL9sAO78/PcxCfcIfULagLv6tLiLFYpWuEzavLwR54Y/9/X3rMGIz+2ocDwnAmn5yn3axGJeXly0l39jYMI9MOss4BQaH+RAfDw6vcnBwUENDQ4axcP5wWvG26+vrev311/XlL39Zly5dqtqAeNTV1VVLT9mY5XJZmUxGU1NTeu+99/SFL3zBUt9EImFGlKIKkcVTTz2lBw8eVCnzSMfGn0gTzVDmECWTSSsQUc0FKhkYGLDxJAyh4zmcVABgM5BWE/G+/vrrJghSV1enkZERJZNJK5pwXRiAxcXFKvpZU1OT/Q5RDpgbGAYEZzDgpPwwKKCsscZosaULR5Jhf6Syra2t5kSk4yaFqJEg3a2pqbEiIp+P/BsOjOgI51YsFjUxMWEiNDAtEIemqNnX16cHDx4oHo/r1KlTtkc4PD2JPzBSWO9RAxoEgUXRLS0tSqfT1s3n5yZ57JyDohXfAWZKcRNnSvrtKVSsGSJZqvuHh4cm5ALLRJLVRgYGBoxZUSgUlM/nTbvBR6ee6xrFUdmDn+d4LAwoEQVpLVU0vJinQSwtLVmnhKcg+KolmKnnuXmciUmfsVhM9+7dM88JDjM4OKhisWiRGrhSS0uL8T/Bo/b29jQ0NGQdOywMcBg2PC2JW1tb+tGPfqQvf/nLlp7W1FRUhzY3N7WysmKSekRRpOpDQ0N67733dO/ePY2NjUk6FuQlzQ7DUC+88IJmZ2f1ox/9SBcvXlQYhjZbx4+uoECAwWhsbLQWwe7ubmUyGfX29qqlpUXd3d1KJBKGmfoFh2EGG11aWtLMzIylx5LU29trkzwvXLhgEQ7XRBWawh+jSygIwWyQjnHJjo4Om8V++vTpKn1T0t/Z2VmLrMHUgGrIethcTBggopNkKW65XLbON99FA9F9fX3dfu43pG/ciMfjllXANWYNbW5u2tqura21JgIKXfBXUYUvFAo2SZaR0/F43JwD+8o/J/YRgQJZgX+t504SHafTaRO2QYmMIpB3WKwDMjmieBgHZJMESRhtn957bDMej5tDB8ZBM4OskIJRIpHQ8PCwBSGFQkHFYtHEXbiXGE/vWHhOn+d4LAwoNwHPBieMdjqPvT148MAiJh4kmw5vj7INr4Hb6TuS6urqdP78eXV2duru3btGaQKgJxLx3QttbW0aGhpSR0eHaVdKsoggGoUEwbEIRRiGptxeKpWMf4gKDIYdbh2bnMVZV1dnv19eXtalS5esqEOEyOaWpF//9V9XPp/Xm2++qf7+fl24cMGq/alUyihK8EaTyaTNRe/p6VEmkzFHhMH0Cw4S+87OjmZnZ/WTn/zE5OnK5cqk066uLiUfzb1PJBJmvJeWlqzfvaGhMkccAWFUinCADPzLZDJaWVmxkScrKyvmgO7evavu7m41NjZasQjy/v7+vtbW1qoI3n7WOXgxP19cXNTw8LAZRVJriiowMHDsHmskMm1oaLDJBlT8iUhhQ8RiMWMmlEolY2FgDEgvPYyVTqc1MzNjUT6ZBYWq3d1dg5TAtDlYx9H2Td8GiQH0ryuXy9Zrn0wmtbGxYcYGgj7BDsVcjBPXSHqM8ffXBTQiHUeHRMdkILBDaKFlwCOOaXNzU2tra/acBgcHNTo6atxvdHBzuZw5rihu+nmPx8aAgnmyMCn0SMdCqzMzM5qenrZUjJ9TNaTIRNcEvDgiM+hA9fX19rqDgwMNDQ1JkvWTr66uWhGKSrEkS73OnDljqXZTU5PGxsbsXNEvRfAB1aHZ2VkFwbHC+Pr6um7fvq0nn3zS0hsibzQsNzY2lE6nLQVMJBLKZrOG+/T09Nj1sdDYDDU1Nfr2t7+tYrGo6elp/fCHP7TxHPv7++rr69OpU6fU3d2t3t5eS8WpNnsitafnFItFLS4uam5uTuPj46YQtLW1ZRQWyNs8F7RZY7GYFZ6o/tJeGYahFXvy+bz6+vqqClee7oMjpJW1qalJS0tLymQyVVMzgXHIBGh3hOwtyQbwoRlaKpXU09Oj/v5+3b59WwMDAwZDkK7j2IESwNg8VYe1hgHCAdOl5DmgR0cVKUGvrMXnkgWB+XZ3d6tQKGh8fNxkCFOplNbX16umtDJZ1Ve5fbRJxMea8ZGZj84wqgQHdG/5Ai3dYZKqmleobXj4CzUuKIS++cUL33gGgHdWZGSwV5KPZp8xwgXFNZou4KfiTLe2tpTL5WyyLSOxP+/x2BhQv3nBED2vkvSdSmipVDI1pqOjI2txQzzBd1YEQWAVuJqaGvOcVFIxXOvr61Uzl6Rj0QceNNX48+fPK5/Pa2hoyLiEGF0mQ7KRiBpnZma0tLRkA9S2t7c1PT2ts2fPGoZJpRg60MHB8QzumpqaKsMSBIEVnDDy/Lxcrigt/e7v/q5+8IMfGOeUIlS0a0OS3XcW68rKiu7fv6/5+Xmtrq5aUYGoi+iY/nH+TWdMV1eXFSGYHU/rJu24nLOX26NI4uUA4esCOZAuNzY2qqurywoBtbWVefDMtUf1ivsIxUg6HiVD1butrU319ZWJqqdPn9b9+/dNuR+8WKo4Zoa/gY/jpDGiGE9+d3h4qCeffFJSpcsJPJgoivdgRFiDzODCELPGW1tbbbgb0BIFLu55Op1WqVSylD7KX/Vpa5TG44s9Xp6OgW5E26TbFA6hM0FHpI7h03z2pf9suhB5JjQEcB89bsm/oRDW19erra2timbG+7jP7BkGEV66dMngqtnZWdPV/azHY2FA8XRgeXh4SfZQaP/Cu7Gh8OxwBqemppRIJEwhne4U6VjFSJJhUUdHR2aEoZgwxIzig6dCYFgGBwfV09Oj8+fP2+ZHOszjYEAJzAZnwxQKBSusdHR0WPskhp9IFGgBz9vY2KhUKmVVUPiuBwcHpu7EIjs4qIggf/Ob39TDhw/t3mIAWYhgcFNTU5qYmLC5MRgJjC2iF2BVVHdhLhDVEDmQ3oVhpVWTSZ/JZFJzc3M2DqSurs7kC9va2tTT06NcLqd4PK7u7m5ru+VeMDaE+47BJmKrqalRIpEwB4TSP+eFgU4kEuro6LBzisViRpOJxWIaGxuzuUN0YUmyv2OxmDlNrx9AhAz+DeR0+vRpozLhlBBdYb1vbm4aJ5dojOwGAzE7O6ujoyMNDQ1ZpuCx1ubmZoMAamqOlZ6iZHSP17MPT8ICCWZ4Da+PdicBl3nojRny0JLAQ1mj7EGMPPDK2tqa4aY4FdasbzYAloF25fmekmyv0HmIE8YBj4yM6NSpUzo8PNTVq1c/cu0/63isDKgnU3tDEIahVlZWJMmqs3hnZg11dHTomWee0djYmD788EPl83mFYWgbk8UNaZiCD+nSnTt3JMmEEkghiGA93sXvEMugAEV0Bl9NkqXApO50MyGOsbW1pRs3biibzVrahwHGkIPlAnW0tbXp1q1bplrOeVPB5md8DoZqfn5exWJRpVJJR0dH1iwAIwHM1StXea4pn+k/G+MhqYoT6xf4+vq6RcjcO5TSY7FYlSQdTQqoU2GMyuWyGTqI/XTc0J2EIVpbW1Mmk1EsVhmFfHBwYB03nluLmlMqlTKnnMlkNDo6qoWFBYvsZmdnqyrIrFlviCiYMEoFShNdX08//bRlSnS+kYWArWIIWas4USJfIna+T5IVmLi3ND4gnILj5//Rnvtoyu4jUR/E8G//Wl8f8O8HAop2DtIWHM1APHwgqYpHC6ZN8Yn2ZPahPycOSPhkKLyX7IADKp0fNf5Zj8fGgLJhMUZUxuFrzc7OWooHR/Do6EiJRMK8ElMrX375ZU1MTFhxaGtrS+3t7Tp16pROnz5tizYWi5nOJB04u7u7ZmCnpqZsoXnaFJEtRRLwFVJ9cBg8MdfU0dFh+ByLqa6uTrOzs5qdndWZM2fMWNH9IlWEIUiToVlhPNmo3BtPLvbg+NDQkJaWlvTmm29qdnbWsECMoKd0+PTTd2qAXWFYSZmlar1FQHq8PAUdZi5tb28bZ5NoUJLBL/7ZS7JojGJgW1ub2tratLS0pGw2a9e7ublpBQaiPgpaFFXY1Nvb2zbmA8N1Eg740ksv6dVXX9X8/LwZUH9vMR48l5aWFm1ubiqfz5vDPXfunM6dO2eOCv4ulXbk4aCyQVGTVNVUUFtba2R9quTeiPD8oI/h/MjWKMzixNhz3ihyz/k/z94bzWikGqUkeQobzw4+ModXI4sWQDmIqnGsOF14pkjp8bkwObgXkqxll7UKNMC95fN9p9ZnOR4LAyodG1HwH36GQcrlcoZvkGYT6RC1oVy0vb2tpqYmXbp0ydKls2fP2sA4PDUdMmCrcCUpfKBs4xeTT63HxsaqRGQhw8PvxNN6vJKHV1dXZ614NTU1evfddzU6Omqel/sA/aapqakqXSP67ujoUEtLi4rFovHu/GbiWmtqavT8888rnU5rfHxcP/3pT60w4qMr7jkGgs+jXRVDyr3wm5jPYjMAmVBsAYLASIKXra+vq7Gx0SJlT7NZXV21CDWVSpkANDJ/0nGPOlzFbDZrHVewFBobG636C05N8Q6HAv9XkoaHh9Xb26u3335bTz31lPr7+3X37l3jZPIcSC3BftEnpYDxxBNP6MyZM6Y+hLHx5HMci6eUNTU1aX193YpbOEsiSpw/0aZ31L6y7qM8nDCwmN9nHBgejORJ0amnaHH9fp/4g9/xHqJH1hzXTCUffBVj7ivzBFOk5Kurq2acacFmT/vsCONORsn0hbq6OhtRzRr+rMdjaUA9P21/f9/Ea/k9iwlcDsPFKFkWR2trq1544QWbLMlcGegQmUxGt27dMtDbb1yGva2trRmoTfRLZOnFCfD8VFlJtTGwpLYdHR1aWFgwA0TKf+fOHc3OzmpgYMAePmkQWC8Pmcgb5ShU8VdWVpROp63/m/PiD0Wovb099fX16c6dO/rRj35k3+UjBBYtC5A/VNpJqaVjygvvw8nxuRQBgyCwIiAVfVJLjA64JpsTgzs/P29TRlkvnAspLJX/3d1di4S7u7vNABEhtbe3G8bb3t5uAstEuW1tbSY2Q4dMZ2enBgYGbGQHBQgmjIJ3s7aggh0dVYYR0pxA8YUIG8OG8aOZ5PDwUF1dXdrb27PWYGYgkd4XCgXV1FTUrbiv/jl5DqjfTxQPfecOz86n4VHD6P/4BhZvNKM/8+k1gQbsDo9VegNJMQy81F8D54uTj8ViRl1kLzCAEViGz+ccWJMYb3Dbz3M8FgbUp4rS8QAosJ6JiQkzfBQFMKZBEFiFFMEFFggcxubmZrW1tWlubs5SKCrjy8vLtlk5MDzd3d26e/eupQwUsCRVtfexMKB3HBwcmAITm5Y0tVwu68aNGx9Jkcvlst566y0NDQ1ZhIAyEAuLtAjpPvBdqvbInXFenvDNfWUMxMzMjC5fvqzR0VG99tprunXrlm1oaFgsVoyo5/hJ1dGFZ1GwOGE7EN1LssgQSIRzotg0PT1tKv1Ei6j3Hx0dGSWKdseNjQ0rLLW3t2tjY8PWw/r6ujkUXyGn04mUkK4s8Hc6unjeExMTtm4oqEmVKDUWqwxkA1vjumjVpcDFtbDOyDCI2D2OyO/JsJgEi6gGRndyclJhGGppacnkHln3RHrRIxqJ+gYTn55HMU1eEzWwJxlZD4dwRF/vYRL/+dKxwhQwDPeU3+OQOXyUDbMBbQ3fLHGSwwI2iLZ9f9rjUxnQIAimJG1IKks6DMPwmSAIOiT9iaQhSVOSfjMMw+Kj1/8LSb/36PX/NAzD7/+s74gSZ1FQp2ebTRgEgbX/HR4eWncMD42HROrvsbO6ujr19fVZYWJ2dta+W1JVe14sFjPepHRMtcI4JZNJSzXQMgRLQToLMrjn4PmUmXSM6Ofdd9/V1772Naum7+zsVI3RRUmJlj+cB+eUSCSMtuGxHq4Nr01kzeu+9a1v6cyZM3rw4IHRtTy1xl+/dDx8jSiVe0z6hfHDOfh+ct/cgMGMx+Pq7+/X3NycXQPXdHh4aApQGHFPvKYQxf0lQ9jc3FQYHmtvApV4NgWD88AUfQZUV1dnrbI9PT0GEZBuwgzJZrM2XJD765sjOE94slJ1FMT/faWdg6yGdURUXF9fb11RtE8uLi6qs7PTyPhgp9xv1rg3Up5feVIBKfozH+T4AprPXth/GCuPo/KcvCFkz/M+T0NEGIeiIcMkWU/UHNhPHq+FFcP6QOGNPcz3c44+gPosx2d518+HYVhw///nkn4YhuHvB0Hwzx/9/58FQXBe0m9JuqDKXPi/DoLgTPgpRhtj+HhIcMMoNiBivLOzYwICjPigtRPMDsPL5kulUspkMvawqYbzHul4nCvnwWeTXnCO4GUsBNJsjIJvSeUBEYFG6SC8plwuq1Ao6J133tEv/dIvSZJFoehZSsfGnrSdij4GDOyMaOQkTmsQBGpvb7fRxfF4XM8//7yeeOIJjY+Pa3V1terc/fPxaRSbRJItZowCeBPkZY9FhWFoLXoUUjBaGDbSfNgB3pFRHIrFYkb78UbVT5Lc2tqqciY4Wl/44HzJeGB2wBnF6UJtw1iCYTN40MMJhULBuJg+y4jH46a/QKRLJEixjXPCUNDNRNQF9zWVSpkBJTIFDy8UCpqcnDTxkUQiYdEp0RyZg6ehca7eKUVhgSjOybr2uKU3lp7vy+Gv0xtqClxkiewDonn2GewWnDoMFirqGEdPf/IKUcAHqDBFI+ZPe/z3pPC/JumVR//+Q0mvSfpnj37+x2EY7kmaDIJgXNJzkt76uA/CkEjHc2aoFtLL6rG4GzduqLu7W0NDQ9aNQk8yHmppaUnT09Pa29vT008/bX2y3ND5+XmLQEivKB7h8QGoEcPwtCbSAiI7IkPSTIwXWKAkK7rw8D1GKVUW6jvvvKMvfelLVdES0RPnFDyq+kKLyWazZjBgKMzPz9vm9VVJFnkmk9H09LTu37+vkZERHRwcqLOzU2fPntXDhw91586dKkPkIwsOD/B7ArMH8KEbwXrwxOr5+Xn19fWpr69PTU1NyuVyWl1dNVV+NgeOEz4o3VToGYCV4Yi2trbU1dVlXSbcAzYOr8WAkfLzbKkYHxwcWHtoR0eHYYw0UxweHmphYcHWANE46wROajwe18LCgpqbm5XNZu27wjC0olNTU1OVmj7ZFhSeQqFgTgMlfTC/trY2dXZ2WuWeWV0UreihX11dtVSfP8BMYLisw5MMnI+go/uXn3vsNYrFRrFyIvGTYAHO29OQPCcbQ0m2g8gL+4Jz4W+aUXyL78bGhrEAiEo/6/FpDWgo6a+CIAgl/X/CMPwDSd1hGC4+uhmLQRB0PXptnyTPSJ179LOqIwiCfyzpH0sykd0wDG107OnTp22B+r7wra0tFQoF6+zp6ekxrl88Htfs7Kw2NjaMN3rp0iX19/dX4XukXPAdWUBEcixubjwFCdSXwMHAKsFsYrGYYWd4RIwJ/epsQuk4GvIR0ezsrCYnJ3X27FkrPoGH8bpoAWJ3d1etra2WimBE0ST1FBFvBJ9//nnl83ndunVLFy5cULlcEY44e/asyuWyvvvd7xpDwUfhbBggjI+jtkjHbXg+msUJEJUhUAE00tBQGasMhoozoZhWV1dnRSA2PcaESIPohCmnm5ubBgvt7Owo+WiUMwwBSPqP1nMVHxfnDCGc4t3ubmXEtaQqTYJo8Qw4olgsWhqJI8FJAtngBHwmVCqVzDiioephIUlGoOcPYzIIMOLxuBVRl5aWrEDZ3NysgYGBKmyfw2eDfBfXhRGNpvQnpep+rfvP4n3RiJb1wmfjPH2jDZMSYCDQ3OBTdYIaIlK0J9iTRJ/ABJ/n+LQG9MUwDBceGckfBEFw9xNee5K080fi40dG+A8k6cKFC6FU2XSo/7DQqXJyLC0tmXeml31ra8tSwWKxaGMchoaGNDQ0ZO1wGB06OYhcSGGooLIA4vHKONfl5WXbMEdHR1UCCPDTMDBgo96DE5mxkVlIHkjn+svlst577z2dPXvWojd4cNKxAYzH4zYcDvV1DvBGb0B9+k4xLh6PbwJ7cAAAcDNJREFU6xd+4Rf07/7dv9ONGzf0xBNPKJ/Pq6OjQ0888YQ6Ojr053/+57p7965F7hhRNhJRF56f/1MB5Zo8f5bXkIJTIENFaXV1Vc8884z1scPRQ5y6pqbG3kPzAvoIwAZsOFT8efZsMJwj0TOpORgcERkqRFDKgHXoW0c7lK4tT6XhftEcgLOhmYGOOWYJse68toEvUrJGUSKCckeXDZCFVDG0BBasUbqeYCogE7e5uanGxkYTqO7u7jb81NOuWEMe/8ah+jXtoR6/tqNG/yOGIxLhekPMfoMi2NTUpK6uSsxGoIKRRmvBFyrJOMjeoiwA9DM+6/GpDGgYhguP/l4OguBPVUnJl4Ig6HkUffZIWn708jlJ/e7tWUkLP+s7WDhEeLu7u1pfX68SRKASiWGSZB7aR3Y9PT0aHR1VNpu1lk6qvRR8EomEOjs7FY/HrZBBwSMWi5nXY4oiYT8bCYNRU1NTxYME+4wuFB4ggLj34tHFd+fOHcMxpeP+YyJorp9IdGpqSh0dHbbIuA6iJfiCbAAPvCcSCf3yL/+y/vqv/1o3btzQpUuXlM/n1dnZqd7eXv32b/+2vvvd7+rGjRsWXdEK52EXjA+LtVwuW0TIvSSq4z76VB/An2uYm5tTOp1WW1tbFX0LfHJ7e1vFYlE9PT1W8U8kElWaBHS0kJ55ZgZOD8K5F+LGOVOQwjDV19crk8loZ2dHbW1t6urqUjabVT6f1/T0tB48eGCwAffBR2rcH6Lo9fV1bW9va3JyUt3d3cpmsxZdEgVDi8NYYfxxrqurqzbPyXdy+UYHqGDoKyBQgmGlMLa7W5kAOjU1pViswjPt7u5WT0+P2tvbLevCePJMogUkn/L7IMEbRr/v/e+jNQL+zT2kccYzKnzhD/iH/VYul63oBvea57OxsWFdcn4W12c5fqYBDYKgWVIsDMONR//+JUn/D0l/LukfSPr9R3//2aO3/LmkPwqC4F+rUkQ6LemnP+M7JMlazlg8KCNxEHFyczESLP7NzU2dPXtW6XRaFy9eNJ4mJHcoKQyZAu+8d++e9Quzofg3RHhfJUUpB6yKaMVHtR6Alyqbt1QqWYsZKYrHQHnf8vKypqam9MQTT1gaR0TljV8QBMYHpeDkPTbdRlB9KGR53uXh4aFGRkZ05coV3b59W7du3bK57MlkUu3t7frN3/xNDQwM6Ic//KFFEhy+8AfW668Fh4T2paeLrK2taWdnR4lEQoVCQbFYRWHHY590iNEGWyqVrMvHPytk4qD8UBxZX1+v6ucnIgmCwAoSkiydIzrD2cBL9U0b4KLNzc3q6+tTV1eX+vr6NDAwYKOm6RjC4dTU1JjDJgugM21nZ8e64ZLJpEnaYej9qAuiKs9tlmTnTCERo8TEAE/roehEXzhZSmNjo2k0IOaSz+d18+ZNtba22uBHeKceDvIYpsdIo4bQw1Y+io2+1kevfr2xb9DO4Lt8hgRUQ1AUBIGtmVQqZdoSPBuKvp/n+DQRaLekP310MTWS/igMw+8FQXBN0neCIPg9STOSfuPRBd4KguA7km5LOpT0T35WBV46pmwQiR4eHmp5edk4emEYWpjNxgQ85gYNDAzYWA0MJimjJONqsmmY18OmIoUHP0omk1a0YPMQ/kvH0wt50BSH/ELCG9IaWiqVTgTnfWX76OhI165d04ULFyxig67EeYAZsinoC+ez8MrxeFyLi4vWG070QoTEoqPFdW5uTnfv3tWlS5csda2vr9dzzz2no6Mj/eAHP6ha9P56PX0FY4mknWcE4Jy4FiJsOo7ovqqpqalKoYnaiAaZg7S/v29znbzj4PxI69kkbD4yCO98KFZAS6OYtLGxYQPp2MD+ngOpfPWrX7X++bt375oB39zc1MbGhq05HLYkEyXm/qFPQHoJDgx/dn9/X7Ozs1b5597gYCk+4TD39vaszRQMkb1BZRsxGr7v8PDQmlLQ3Lx3757u3btnRatMJqN0Om0FHIqNvojkD3B4bxAf2YyqFNw7abLHKCTA/fI1DNYVjoZMj2vP5/M2SA/aXxAEWlpaMgjwsx4/04CGYTgh6ckTfr4i6Ssf855/KelffpYTocLIv/f29ozbtrOzo/n5ecN34vG4VRDR8AzDUL29vZZCg0tBD2lubra2QjA7FmUqlTLh3tbWViv2hGFYlRaCieL5fFXeMwFIwVgM5XLZ5rWzAT9uiBWG9M6dOzYMjuohFWd/rzCkXkZMqi7i4GB6enqq6Eb8jtbGdDptG/D27dsaGxvT4WFlmFtTU5NefvllNTQ06Lvf/a61iPoqt4+mYRuw4T3Hlu/k/xhcP3uqra3NKELMgCINZYPzPRgRX7n1RYa1tTWDAuBOEo0iUQgcQEEOwwHnlvZdxrNgjLiWtra2qkjx1KlT6uvrM6X5hYWFqnHYYKaMH6bwwTOWZBzWvr4+q5ZTCIJmRzDB82dNAG2USiUVCgWVSiV1dXWZSDYBRktLi2GhsVhF6IPnAqZLVx3ObHNzU6VSSZOTkyb03dPTo4GBAXV2dn5kDUYjVR9p+p9Fi5QeTyWS5HOiUS7FIfY8zyEWixmUQzTOdFzaZuFsf57jsehEklTlZSANLy8v6+joSH19fZqdna2SdKPaDSB/6tQpZTIZm72OkaFS3NBQGeqF8WN0MGkj0QsE8P7+fmudg9wNbgrFCiMJqdfP4vbtevxZWFiwqJTIzBdm/D1YW1vTw4cPdeXKFUmqogVFIQXfo87i5dolWRqNViSLj0IE3zk8PKxisai+vj5NT0/rxo0bunjxotbW1syxPPXUU2pqatJ/+A//oQo3ihpRjLOnQhGB8H2cL7/nNVtbWxaBeQwNIYnW1tYq50i1myISRSbwPwxBLBYzlXmKbhT3PGcYh0L//NFRRcKwq6vLIk+iPF/gisfjtpHpXEKv8+zZs1X9/zAPKEjh1FZXV209dXZ2VqXLxWLRgghGGHd1damjo0P37983uIsIeH9/X729vero6NDc3JzW1taqsEL++MmpHR0dmp2dtegVNoOnDOHEkMxD/vDWrVtqa2szlbJMJmNZk18jH1do8vhptEjli1D8H2YO9qK1tVV9fX1VRhQ4AvYCUMr29rbh3YyF/jzHY2NAebDc4GKxaBt0aWlJfX19NnqBUcbgXg0NDTp37px6enosivJthQhZYDB4aERP2WzWQnsiSTQqwzC0ER7w0XiIfv4OkUOUqgH1BsAfo4pBxIB448n9uHXrlq5cuWK0Dc4Po+RxVzam9/Skms3NzTbCg8YAHIAv5nAfr127poGBAU1OTurmzZt68sknLSVubGzU+fPn9du//dv6kz/5kyp1dx8dEDF6MRJ+Dx7pnz0GlDSVCCGRSGh7e9u0NbnXDQ0Nhm0zA4c5UZJM0o70l0IL+KHfxGwq4ASfioIn05hAcalUKqm7u9ueMeIue3t7ptKVz+cNayW1RNgbR0Aki5Hs6uoyERE4wESSXvkffiRG6dy5c+Z4pqen7dxnZmZs3joqYTwHsjCKTuVy2eZPAXdQY/AqUEdHlUmmnB9MCfDohw8fanx8XHV1dUqlUmZMyRhZnz6yJJjxv/NFKdaVL8oRHLH2GMMDkwZHTqaIYUU5i8/v7e39H1uF/59xYPS4SRjLg4MDLS4uqre3V6Ojo1peXrYZSEjcnT17Vn19fZbSQLugowG1eSId+HZ8L14YTAVMlIeQSqXU3Nyszs5OYwmgco1xkGTGUDrudSZiYKCZx0epJHqaD7+LxWIaHx+3SZmSLGqVZJge3NO5ubkqFoB0DMQTcaEIRB+4x6IwHp2dnTZXZ3BwUFNTU7px44aeffZZW2T19fW6cOGC/t7f+3v6j//xP1pbqce4PD0ImMFnGNwjnBzFEjYMUzeJ9rxCT3t7u81zwphOTU3ZaF/SN5/S0hJ6cHCg+fl5tbe323rBiBABg5nS1YOEHvcdNkKhULAIPpVKWSVckvVgb25uqq2tzbrm+vv7bcolUf38/Lzm5+eto43K8NFRRSmMIpxUrc3JOicjqq2ttUF7q6urampqUj6fNxqeJOOfepqd/yzob34fULWG0cAMLUnWzACksrm5aZXuMAwtSl9eXlapVFImk7FCK8/ed5F5o+gjUZ+psQ5opgDCYB37Bgb2dE1NTRWmjvMlCIritZ/2eKwMKAWTvb09zczMKAxD87oTExO6ePGienp6tL6+rpmZGcViMb388ssaGhpSe3u7GTdwPNKPmpoai/5YgMhnESVFibcsJjxaJpMxqhARFtw7DLWnc0jV4Pjq6qoZbu9hWQgsaM99y+fzmpyctGo8D52F4AF3KEO+WEKkIck2OrOZ/PwdFlkQVMRKRkZGNDk5qebmZo2MjOj+/fu6fv26rly5YpzTRCKhkZERfetb39J3vvMdk8ZjM2BQifS9Mafzy9O/iKQh1mOovGgEkwOIVHlfTU2NDcpra2szfiVzeuD/Rbme/I7om/cjmQbdjWjXd46hxUCxi3UEbLG6uqp0Om19+Z57m0qllEwmNT09rYmJCVNfJ/Ik2vNwjHQ8NoPC2ObmplZXV00sB4OEA0EDlTXjSfK+AMNnYlCjymRkGVwDKlxhGNooFa4fZ4QqUmdnpxYXFw2Tlo7HjjNCB74u5wHlkPPxtQXPP47H4yZO09nZaULhvqhJMIJhZg16VXpU1j7P8VgYUDaPVDGkxWLRPC9GgcLOwMCAfvrTn6qtrU3PPPOMiSZARfCblg1NRJFIJKyS7kF7FhYRD6k1yjwNDQ3q6uqqwj/ZlDxwrxrvo1toT+hIekzP//FVcRZkuVy2LiG8LBEZkRI0m2hFO+pRWYzAEVeuXKny9PF43ChijY2NGh4e1vj4uLq7u3X69GnduXNHd+7c0fnz560Iw+t+93d/V++++64mJiYsevKRuYc1PNXJk+/39/fV09OjUqlkOCBRLM6CWU4+BYZuQ7FvaGhIR0dHNi8dZ8kzOjg4sOprLperYnKApbW3t1e152JEc7mcYZHgsERpXq8BfHJtbc2MZk1NjQqFgnE1C4WCdSlB42KUNvgw/EwgJb+uua+sHYqTMFiAXIg44bN644LB8v+XVMUQ8J1e3A/WWSwWM7Fn6ViwhvteKBSUy+WM+4yR3tzc1Pz8vK07WDY4cK+VK8kiZo+lwquF9sX995G6Z5t4bm4sdqytCp/YN6J8luOxMKAeKyuXy1WjEDCI6XRa+/v7Wl1d1bPPPmuk+2QyaQvcV/akYzEGhFdJ/ShEsShZWJKs8gouR5pIdwYPg4fjizcsQlJUCho1NTVaWVmpIhLzXs888IaGyvTDhw8NX+J9pP6I6VKM2N3dNV5b1ICyOJPJpCYnJzU5Oanh4WGjVWF46QIbGBgwg9jd3a2zZ8/q5s2bZkQ9I6Kzs1Nf+MIXNDQ0pPn5ec3MzJjD4B567h9GNBr9wyaQZOl2LBazXnjuZRBUlJEYpyJVDMXZs2e1tLRkLZ5g0r5qz+AymBrQlOjaYtOysZubm7W4uGjVa5wDUw1QNYcKBA0uOruLtBECe2dnp5qbm7WwsKDZ2VkVCgX7Xs/wYB37ZgofDRP1Scctj8jrMZ7Gi5L4qJPvY03iRDw+LKkKM8cxormJo4syUugYItpkDWBkeT48B+Ab9g76CWF4LALisxauO5/P27rg5wjVpFIpGwHii66+YMv+8Y79sxyPhQGVZGnQwcGBeWoWC4PU8vm88SHb29ttTjoyVz59950yjM9g0fM+vpMH4wFnHhRpLvgnBQkWmXSszO1pFtFoYXFxsapI5A9fhCEtxyMvLS0ZHkmkTpWZUSUNDQ2WkrP5MOY+jSc16+zs1Pvvv6+uri4D/onOMCqNjY0aGBjQa6+9ptraykjlsbExffDBB2poaNDQ0JApHcFcYABYZ2enddDEYjFNTEwY/UU6dizcD76vtbVVuVzOFPgZQ+GjMTafJNM+HRkZ0fr6ur73ve+pvb1d6XTaojCiV2g4NTU1xiMlm1hcXFR9fb26urqs2o+RYaoAhHWpAiWsr68rlUqZ4eO5sRGp/oI5Q5xfWVkxwZSFhQXNzc0pmUyaId7Z2bHpAn4kMC2ivHZra0tzc3MqFApVIsVEejyLg4MDS4G90SRCw7Cy9/za4/VkG7yW58a9xSjjuD0sREbGa7lP7C3fg45Rw4n66JFMjWvxlXhPpaNOUCgUdP/+fUkV59re3m7G1I9dRp3qbz2NCfzT030wZOl02rwEve0YNKTlJFWlshga0ndC9ng8XrXpwR/9zSetBPfZ2Ngwwj0G1lec8YC+iuhx2FKpVIUb+RSef3OueHM+Y3t7WxMTExoYGDCVKRoFiGboMikWi3YdUbKyVNk4jMRoaGjQ3/zN3+jnf/7nbWHW1taaOlBzc7POnj2rqakp3bx5U5cvX7Ye+atXr+rg4ECjo6NWJCES6erqsgmqpLKzs7N6/vnn9d5771VNtCTDYMPA86Q/W5I50sPDyhwpUtOhoSFTml9dXbXPBuPE2PpR1UNDQ6ZaxCgUMFCYH5Dwwc5XVlbs+hAk2dvbs2yEaaP8jsIGBogIi2Ih62d8fNy6mSi0sBba29ur8FSq31D2oEXBmJienja6U7lctkkIUZyTaJvIn2fe0tJiak88Bx8MkLrzO4yVx32jBVDWm4e5/F7nb/ahdz7SsTavjxj5fvYm5+WDF/YNRTWCKihLUagM40mR8LMej40B5YHQ1iYdp1uMYEB0IZVKWQRJFAFG41VpwjA0TI6CEgYXvJQ0EayVohXVPXiJLAS0ICVZ6ut5jDxgYAKI/h+n9uLTJBYi/2dhjY+P66WXXrJNgKGlf5yNwEFnjfTRvmMwoqGhId29e9f0RMHzfBW6oaFBTz/9tFFA6Ba6fPmyrl69qpqaGg0MDGhzc1OdnZ127m1tbRofH1dbW5vK5bJGRkbU0tKiM2fO6Nq1a1VFEc6LZwj/EK4hP+fe86ehoUFnzpzR0tKSMSkgmZOx7OzsmOHa2NjQrVu3dPr0aTN+sVjM1hjXTubCWvCsCvA+xmx0dXUZdEQjAM7ZqwCB8W5tbWlpaUmzs7OWxbDOwDlxxDjydDptAwTHx8eVz+eVz+e1srKi/v5+ZbNZ47x6nq3H9YMgMCUiBvpR3GGMM0wHagKsP/amh8d8oOAZAfxNEOCNH5mXp7h5jBJj67Mnzt9/H3vDdwFGC7MYdp4B7yfC9tg8+sJ/q2lM3ISDgwOjeBCe4xkgKff391uFjqqqpCrjRnGB6JGOEzAPsE9f8aYHn8iIRejxQYyXXzhhGBo2FU2XSYfhfPpr9Qfv9VGpT3emp6etcEEkzubc2NiwPm2iUr9w/OInssSQrqysaGZmRqlUyhwJXTjwTjs7O9XX12d0nubmZmUyGV25ckVXr141cV8i26OjyiiU559/Xnfv3tWNGze0vb2tS5cuaWBgQKlUSmtra5KONzf0GGAPHADVcqrKPOvu7m4lEgndvXvXohgKMZDUeZZ0+1DlHh8f18jIiLa3tzU7O6vOzk5jLXi6DlQbDJ2vMCOUTIGKLMNzTMMwNB4x2D0yi3TCgJ0ywYDhcn7qJlE90MvW1pZmZ2fV0NBgUz5xRJ63ijNnrbG++N7JyckqvVS/ptlPrGegLoyP/w4MpDeAHuuPGlDWoX8+HsKKOgK/r7xR5977aNn/zbrw72efeiPvC0yf53isDGi5XNbS0pJpGIZhaJU1wmzIxxg2PC0hOl0dPEyPd4G9gXtwA6n8QUeCooI3RpGJP/yec/e8Nh4i83qk44KIx5aii8QXkKKLuVgsanZ2VpcuXTJSPdddKpWUTqfNyNNOSNQdPeDBQnCWKgs9kUjYeR4dHRneGwSBBgcHlc/nzfE0NTVpYGBA29vbunr1qr785S9LkhnR9fV1JZNJXbp0SSMjI7p69aquXr2qUqmk0dFRi0K5RvAxrzvKOTQ0NBjOl0gkdO7cOe3v7+vatWsql8vq7e01fBARCa+FGo/Htbq6amn9/n5lSCHp+9LSkrq6upROp9Xc3GxtjRg0SQaJeOEY1g4wS7lcNhX61dVVCwiAI+iFZ64RB1oNBwfHQ/aQ4AuCyriYd9991zInsE2U5llTpKNEdcBTrM/a2lrjzubz+apUmDUgyQScyQQ4oqm5pwlhPMFfPT3OP2dJH4kwPWuFGkS044h/c0+iewYDiFH0BS0fyWLoMZrRPfd5jsfCgErHF0hKBjBOypRMJs2AekUdFomkqnTKY4qkaLTt4Ymk43QH3pwvvnhPCdAOgZ7v8ZEq7/WwQhiGWlhYsPOVVPVvzoEHK6nqoRNl379/X+fOnasywFB6wKcwINw/r87E97EQa2pq1NvbW8V3pFDnU0l64Xt7e1UoFGyWelNTk86dO6eNjQ29+uqr+vrXv25OzBuew8NDffGLX9TZs2d1584dXbx4UZLMKJC+S8cbiBZNIIP29nZjDZTLZX344YdWTFpcXLQWSz9jnvsAzAMXEyOaz+cVix0LZUuy4hHRLkwQr/GKEDf4M/eICJ0Wx/X1dduYpInwSzk//l0ul42GRYGQ++KfA90/FEQwGESDrGNSeo8ts6b9JIVolMk6oc2Zeygd45keP2Q9sWY9vu95mz4Diu4r9gMH+3Z7e1ttbW2WaXpIgHXN9/oWZ/8d7H/uNVh0NAvktZ/neKwMKAubhUolFsECIk9SVCIXvDIUHiJKigcYFqJKFg/GDqoHKSKej2gD40hqS2TmScjScWoCyV6qPGCI0h6r8cC4X2AcLEhe8/DhQzOKpPEQ6qlWQ0ECg/NQAIcH4FOplKanp4061tvbayrtOAzuw+joqMnJgT83NTXp6aef1l/91V/pRz/6kX7u537O7pkXZKmpqTEebTwe15e+9CUtLCxY7zlYlHQstQfwDyH753/+5zU5Oan3339fdXV1hk8eHh5qbW3NUv7W1la7956ED6WIjc9629/ft2mtw8PDxquFDA9nFNy1rq5O+Xze2CFI5iHNB0YbLcQgwl1bW/uRFmD4vd7g+QKol44D7vAGjCIm2QX/5ufeIUbxSd6PUQR6AAf1VXYO/h8NClgvvuLv95N0DA14oxnFUhFX8evV7xv2G84WY8w+53VcN3vA87DBpXHyXmbxsxyPjQEl7cVgeq6l53pSGAIT5eHTSQA4DiEf2gJ4EngnHgsOIjJmPnKkmk9qj/4kkSbe2eNB/qD3GUzLpyvRDeYBcA6/aJeXl61wgBPhoBBEGgzA7psJvNHmvvpFenh4qHv37imTydgC89oEzc3NGhsb0507d6xrJB6vKNx8+ctf1g9/+EO98847ev75561NESEPcGkI5B0dHXr66af13e9+1wpMuVyuiksLgX53d1ddXV3a399XNpuVJM3MzFQVBBisxubDgAJ1AHf4BgM2EJggY4g7OzutEEQKnclkqmgvYRhW8Y7X19dNEYzKMK/HIPNsadfk2TQ2NiqbzSoer4yj8YLfkszIA2d4Gg8Gj2uExgTvktdSzMTYtLW1GWXKR17lcll9fX0KgsBgCX/4tN1fkzdO1BvQY/Xr3keFfq+wFzxX0/+c/XFSMcvvEU+W96+LZpxcK+3COJXPczw2BlSq4Hl4cSIspLTYtAg20AcOcZYWQ6g8hP0dHR2mRsMDZKOFYWgpDxEsVUpSKAw5nhPlJn7vQW3vKUkVUMiWqivtnwa09hgOPdxnz57V8vJyFVUD4jSRCxsDGESqHuhFWgRfEOrL+Ph4laMi4sUAd3d3a2Zmxsj1GLC2tjZ98Ytf1I9+9CPdvXvXupXo9sLDo+i+tbWl559/3lot5+bmrCLuF/jQ0JCGh4dt3n1HR4fGxsaUTCaNQUC0g9H0G4pNCd7JeuH6JZkRJZ0Hx2xubjanVCqVzLByL7q6ugy/JOrkXkONg68ZrTwjSrOxsWECGMlkUleuXFEul9NPf/pTk/GDogYPk7XNdTOihOtaW1tTc3Oz8vm8PTtwycPDQ/X09CiRSNhM+ei6zOVytqcSiURVu62HW3yQwflwDmEYVil1gV2yP3hGPuX3WRwRrm8mYF14pgvXhzNlT3kn6WmB/MHwsn6jRa7Pcjw2BhRCM9gTxg2NTm7Uzs6O9bFjYIlCUCNvaWmxAk5LS4va29uNskHqJB0T4DGo4FV4fOm4Q4i0jo3Ca8H7vMfjgVLEQi38pBTdp+8+ZeYz+X1LS4vpicI9JDKm+AN2hsH2fdoe25WOFxeiuUQN9+/f16VLl6qk/CSZcRseHtaNGze0tbVlWFlDQ4N6enqsMt/R0aHBwUFtb29bj/76+rpu3Lih1tZWDQ4O6vDwUC+99JIePHhgqvPAAi+88IJ6e3u1vb2t69eva25uzrRe29raNDAwIEkaHx//CG7NazCYkMChtZFFgJsuLy/b/fIOi0IU3S7oqRJZ7u7uqq+vryr9Q5Ti6OjI1JRoO2XQIBgebBAw9dnZWa2srGhsbEzPPfecxsfH1dnZaVMVfJRHRF1bW6sLFy5YZHnz5k21t7dXRbAYoI6ODuNTLy8vWyEM7jXGT5LhwkSPOEKyMah7vhDDGuYcwVuj3FKgAQIMD0F4yCmablMk4/5G9y4BE99XW1tr64KgycMK/t8ncaY/7fHYGNC9vT0tLCzYyFgWGV7Y42QYH3AvZsbgSWtraw0L8im+JzQTreHteO3RUaWvGFyVSBgjxAP3VcxoOsLCYqOR7vC9J2GeUQMb/XlDQ4NFK0QGftwxM5RYRD6yJiXmOiloxONxczY0LPz4xz9Wa2ur+vv7FYYVXVKGk+3u7iqdTlsHDmwGHNnw8LA2Njb01ltvqbGxUel02pwhRavbt29rYmJCzz77rJ599lmtrq7qlVde0cjIiHp7e5VIJDQxMaEf/OAHWl5eNuOQz+dNCb2pqUkjIyNqbGzUw4cPTaIN7BUhDjYdqdr+/r6uXLmioaEhvfvuu5qcnKzqkGGzbW5uVnXcSBWYBFJ9XV2dWltbtbq6qvb2dqMoQaXDEENjklRVzCKrGRgYsC6nO3fuKJfLaXd3V8PDw2pvb6/C9Hym4x0tosa0KJO2nzt3ThMTE6YrUFtbq1wuZ3qoXmMAo0Okxtrke7kvvs/cr3N/7yhSwouVVJXFSKrSkqAgDHQmqSqA4PuArbwh5px9rYD96BkAROv+PvJM/Gd8nuOxMKBEBisrK+b5iBq8SAeGqK6uztSlpUrqj1I84bifdXJ0VFF3QVMSYZEo0A5HsqWlxdrwiHCjuKOvZvN/X6XkYfkqr19sPrr0C4D3eSwHHGt7e1uLi4s21I73xuNxFYtFKyKBYVFsw9BzvnS6EE0DM6BNiTAu0QyFvcPDQzU1Nen8+fO6evWqaWxSqIvFYhobG9PBwYGuXr2qX/zFXzQsDKM+Njam9fV13b59WyMjIyYgcurUKR0cHOj73/++GYdkMmkk52KxqMXFRWuA6OvrU3t7uzo7O63i3dnZqbGxMX344YcWYXm91V/8xV/U4eGh/uRP/sQGwPlsQTrevMAjRDJHR0cGMbFeMOo8Zx8dSapaG2BubW1t1lEFIT8IAqPpdXZ2ms6Dxw6jxUrOkY6to6MjG9tCyyi/29jYMG615yf7WVoeQ+ZvrpPr8e3SBC2sZQ9Jcc98iyV7CCgjWiT1h+dy+oKV3yO8Btw5ekSjyiie6rOWqGH9LMdjYUClChDvxV7BdqAdwfuUZDQOCgaxWMzGcvBguPGQjDHE0II8/sIDb2lpsdGunBMGhrQD3IQH5ItHPBDaA1GVkaonb/pK5Um4qDfGfAfybdPT0xoZGTEKEIWu1dVV4wZyLjAPwM6k47Y8UnYq7mwkhIBnZmYsRUdwBPpOPB63KNSLZpDyj42N6ebNm7p27Zpeeumlj/BuOzo6TNv1zJkzRnzf2NhQJpPRysqK4csY9UKhoLm5OSuWsGmam5uVSqW0uLhooy8oZHBtjY2NevHFF7W+vq5XX31V+XzeFMnB8DykEi0KeofI8wU7RXuS5yQdU/L4bk8vSyaTVdEZuGIQBMpkMnbebGjfW8+aYG3jIBEnQeJxZmZGUqV4gtJ8bW2tMpmM1tbWzPhJx1VxnhHfBRzkcWMOTyPic7jXGCZSf+4F0Svv8ZmbT719NuexUJ+9se59gOD5oxhcbzT9+UcN9+c1ntKnNKBBECQl/X8lXVRlxvs/knRP0p9IGpI0Jek3wzAsPnr9v5D0e5LKkv5pGIbf/6TPD8OKriB4IdVOqqFEP7u7uzavmhuCyrr3dNEBa1K1JBafxQKBPM/cIulYFJg0x/fmknKw8L3x44Hzf69R6FOFKC4ZjUj9vcF41dbWKp/P24wecGGivJ2dHXV2dloEHovFPiJvxz0iJfcRWjweVyaTMQPKuAiuBcoXxTnoO+CCqDkFQaCRkRGNj49rfHzcuJ91dXVaWVnR+vq6crmc9vb21NPTo7W1NU1MTOjChQsaHh5Wa2urZmdnzZANDw+rra1Nc3Nzmpqa0v7+vvr7+025nio/TQZEWBisL37xi1pYWNDrr7+utbU1LS0tmdQcz/TRurVnQmYSfSY+tQXu8RVeTxfyFe76+notLy9X4XjghBgv30LJuufwFWdwZyCB7u5um+tOZsaob+nYSKIST3blD9Y0/+Z9YOr+ujw2SRrvjRdOj2iT+8Mz8VFfNLLkdd6B+IjVG9LoPfaGlnvuz81/hz+vkyLYT3t82gj0f5P0vTAM/04QBHWSmiT93yX9MAzD3w+C4J9L+ueS/lkQBOcl/ZakC6qMNf7rIAjOhD9jMiddEkdHR5Z6E3lKMg/GWAaMwP7+vhWPWPgUkKjY8Rl4SCg+LALwKdJkJnyits13ebIu2JKXypI+mn5wXj7ilY7xppMeLAffRbQpHY/6ZcQEnx+PV3QW6Y3nur0zwbiBJUWniEqVYgMbmXEQnD8bKQxDS0eXl5e1vr6uzs5O4yzW19fbtEZf6WSjoKIUj8c1MzOjCxcu2ODAO3fu6IUXXrBRFty30dFRpVIpPXjwQDMzM9rc3FRXV5dlImEYKpfLGV57dHSk3t5evfTSS3r//ff18OFD60VfXV2113CP2fyeUylVzzr3htYzGThHHDHrk3XlNTl9Guw7dk7C9DxkxZrFCJFZNDY2amlpyWAeUnQoZrwfJwx3lciVNQsnkuugSOQNZJQyhFZBGIbGnqGo6qfh+iiRzIfP8JGnN3zsDV+EikapPnJlDxDB+7QfRxAt3Ppi1P8wDDQIgoSkn5P0u48uZF/SfhAEvybplUcv+0NJr0n6Z5J+TdIfh2G4J2kyCIJxSc9JeuvjvoPFz/Q8OG9sPLAaqu/cjJWVFYvMmJoZBIFV6j3oHK2wRtPxWCxmkSx4FQ8Aj83nE3nQD+0jEK9tiLHyCuje23pCv49SowebjmLQw4cPNTAwYIYbzh+jFDCMkkyHMggCM7Yet/IblogIriJth4xviG5c5lShKkTkxLgMItn/+l//q55//nk1Njaqs7NTu7u7Nqf7+vXram9v16lTpzQxMVHVJVUoFIzUXS6Xlc1mlc1m9fbbb2t6etr4rx0dHUomkyoUCiaanUql9PWvf12vvvqqpqamdHBwoIWFharCVNR5fVzxQTpmbEiySBtj6bMQ4BsMzPb2tlZWVuxn3pGwHvz9j65V6Tj99IUS2jkLhYKJ3UQPj++TYbGGKOJ4R8HfzETid75QyN+sexxmR0eHOSAicZwE+4Jz8jix5157I8ve8QWu6HnyzDDQPmvwjol76tkW3PcorvxZj08TgY5Iykv6/wVB8KSkdyX9r5K6wzBcfPTli0EQdD16fZ+kq+79c49+VnUEQfCPJf1jSUqn0yqVSqaqjcfmojEQyWTSPA1FJ2bgkIJ6cQJvYLwHxXhFMRJwV1JAHjYRGVxDcNRolMJnEwWSFsHh8yR9bzCjKQYbif+zcDG04+Pjevnlly2iJo1nBjlOgSgXzJPIJArMe0wN/iI48czMjDktNjZRfl1dnbLZrCYnJ9Xa2qpsNmspOlEZkxLv3LmjF198Ufv7+1WTE2tqajQ7O6vh4WGtra1pbGzM1gKYdCwWM6Wjnp4effnLX9aNGzf0/vvvm4BysVhUOp3W6uqqLl26pGeeeUZvvPGGxsfHrc+cOVvRyJ9r8sYTwwMnlAgSAV+q9VSzowVG6aMtu4/2SlU0xM98WsozYW3xWax9WksXFhZsbbMuWcusPWhWsVjM4Cl/ntFojOv3kTnnGL0+/3ve59e2N2jeGfFzL+zDZFACIj+7ic/ivuHIMYLscah8XAdQFnvYr2GfVX1eEr306QxojaQrkv6XMAzfDoLgf1MlXf+446Su/I+Y9zAM/0DSH0jS8PBwCL2DIgDGDxyDBQyGBIblw32KNoT7YDGkQjwIyN0eT+GzW1parDobTRW818SDY5TwgER/ra2thkN5eo3nt/nF9rE3/9FCA44gWl9YWFAqlbLom+o0oxDAbTGwHoLwm5oFiIGXKjAJ9xcFIbq+wjA0OOXo6EgDAwMaHR21McxEEA0NDeaMuru7tba2pvHxcQ0ODhpJ/vbt2zo4OFAul1Nvb68VM2ibRKz46OjISPc0Vly6dEkNDQ169913bdJloVDQ888/r2effVb/6T/9JxUKBYM51tfXTTfAp7Ue/+W80VvFUEL7Yt0BLXAvfcTD+UrVQjE+fYwaJ17rjTq/96krRT44qh7fi36ef744DekYo+d7Tnq9j0w/6fDGU1KVISKo8UYuinHS9MI985lY1Nj5SLq2tqJh2tLSYrUSRFC8s5eOVfr9c+KekE3Rjfh5jk9jQOckzYVh+Paj//9HVQzoUhAEPY+izx5Jy+71/e79WUkLn/QFGCQffbJ4ae2EtI5hXVtbs4XOzQIP4kbhweibjqZsPgoFr2ppabFOH0/jIPr0C9IXC9iIPp1gYdfU1NjIDaqvvnLoO0u8cZVkRlk6Xvybm5uampoyYjTnRXWXyINCEpxPL+PH4aNyDDqaA9wf6Dq8bm9vT01NTerv79fhYUUc+P79+yY64ju4kBYcGhrS1NSUenp6LNpPpVJaX1/X8vKyCoWCksmkzaDHydXX1+u1114zgQne29nZqY6ODjU3N+u9994zh/KLv/iL+m//7b/p3XffVSKRsG4gHEIUX4zH44Yn+8IQ+gXcW79m+NlJhtIXTPw99q+Jfq43It7g8NnwTmtqarS4uFhVmfeRH5/p/+Z1BAkEIj4SjsWOp2oSHfIZXKdf7ydFnqyXaGEnGlF7Y+8zLx9M+OKqpI9E0pJMDMYXvHCCzJFqamoyQ5tIJIzRA4QRhhUKFONHPs/xMw1oGIa5IAhmgyAYC8PwnqSvSLr96M8/kPT7j/7+s0dv+XNJfxQEwb9WpYh0WtJPP+k7CL/pLvLpC+A6oyvi8biNs8hkMgaag5XSIYMBI1pw1/ORSEGqPFiI+36shKdE8F5ESqTjYhDRWRAEVbPNJVUZZ4/D+AUqqSpC5JwxrCxUIvWJiQldvny5Kn3z1dfa2oq6POIqRKhRL+/TGb4LjBNnwJiJZDKplpYW9fX12ZA1uo0Q8UCImfQcalO5XJk5Pjk5qbNnz2p3d1e9vb1aXl42BftMJqOJiQmLtKiYh2FFBYvrAhJpaWnRxYsX1d3drbt37+pXf/VX9eabb+r73/++mpqa7D1IybGmeB4UM2Aw+LXgn8tJji0aybO2/GfwXr/WcMDe0EUhG/9ZrONSqWSZhU9lvUP8uDSb503W5AufOCTWVU1NjXUeRa8tmrXxfDGYaLF6dgpriug0KmzCuRGU+J+Bb/I5nt0SLQgRqXOee3t7tk+5L96oJpNJdXZ2GkzzSVngJx2ftgr/v0j6d0GlAj8h6R9Kikn6ThAEvydpRtJvPLqQW0EQfEcVA3so6Z+EP6MCT4oMNYeDm9Ta2mrEd7CcWCxmkl5er5HIJwgC04n0ykj87Q2jdGyoaOFcX1+3dMBXzA8PD5XL5YzoHJXWIjoLw9AmD7IheYBEid6D+u84KcVmARHBzszMaHt7W4lEoorOlM/ntbGxYaC+L35EoxL//UQowCUtLS1VA/bK5bKGh4fV2Nhoc8w9xpXJZDQ/P69isahsNms4MZgW/doPHjzQxsaGEe+7urq0tramYrGogYEBu+enT5+24s+VK1f0/vvvq1AoaHp62qKMrq4ua/f91re+pdu3b+uHP/yh2tvbDSeHq+lxOV9MjBZuPi6C4zjp2UT/zfOM/s4b4GiKjnNmbfq0GBw4+v18TjQlj0a73jgwxRT1LhwRER6FMAqCvuuOWgCRJkaOgisQCEpbnIu/poODyiA+1NVwbA0NDdrZ2TFRF3+wz7wz8E4nCjf49c66xjgjN8jYIK4h6jA+7fGpDGgYhh9IeuaEX33lY17/LyX9y097En6BRukSeEwewN7enjY3Nw1IBwgGb2Mx+nTVV/58OoLhjuItqCiRevAavBsUGm/sie7w8uVypQ8aL817ic58VMs98GRk72kxQpubm1bcWV9f1/z8vDKZjFGbuB/b29vq7u62jUFFlH9HsTufOnGttLF2dHTo4sWL6u3tVS6XMwqQV/sul8s2aI0JlKTuQDEMrevt7VU+n9fg4KB2dnZsI+3u7lphipbV7u5u64Q6d+6cFhYWdO/ePU1NTdnzTaVSOn36tOLxuHK5nEZHR7WxsaF4PG5FIyAQX+31BuDRmq3iEEYzAf+zj1u70Z9HIyT/OT7C4rt9z7ZPcTGArCM+L5rye4PA4QucHD4lBuZAzYxzICsExvIRON/NOpZURU0aHh62zjFSZfYS50y7NE0xQRCY7kWhUNDKykoV1hwt2LIv2R/e6fjnQtAD3k2m5e+hpL/dcnZclA/vOcBF+TkUIU9nIrpbXV21m+0NUXRT+KjMV8HBGxsaGixqkVSVuiD0y4Lj4XkjySIm5cJzc5AeewzUb2wedl1dnYaHh41GtLGxYayEIKh0JV28eNE2DLhtqVSqWoBU4IkuKLyxAL1h4P709vbqzJkzSiaTmp2d1fe+9z3t7e1peHjYCnu8nwiI1s/V1dWqCaZg0aTfOAKeaW9vr6anp7W+vq66ujoVCgWNj49rdHRU2WxWi4uL+vDDDzUyMqJkMql3331XU1NTNp21qalJ9+7dU3Nzszo6OozTiJBJ1AF6A+bXYPTfbF6c7kmRJPfMZxIe8/y44+MggCi30UfN0VTdwwPAAr5gxPd4/NF/zv7+vjleJpnSm866h23CmuG7fGDCHqPn/ejoyDi6CwsLNkgQg8W5bm5umpZtIpFQIpFQS0uL+vv71dvbq9XVVS0tLVnHmH8OHiLgvuMgyUx4XxTf9TbGQ1mf53gsDCgPnEjLH16S6+ioohlKOhiLxaraMuGF+gJQFMCPAvcsGukYH4NTCcjsUwr6rn1F0OOKR0dHNl8JURQ8ugfYGRoWTeWPjo6Ms5fNZm0eDobJRzWzs7PWaUTKSlUeAwW52QPlJ0EFbNqamoo8XVNTkxYXF/W9731Py8vLNtZkcXFRg4ODVakjzwaIgimkHR0dVbQqHEd3d7dJxB0cHGhwcNBmYaHLurS0pCeeeELt7e1KJBJaWVnR8vKyampq9Pzzz+vq1auan5/X3/k7f0c3btwwJ5pKpdTU1KS5uTkdHR2ZTCHRhxea9pVzvyY8vhY1mtHI0r/XF6c8HMD7+Wz/+yje6t8D5kdkSZQVdXYYtigdJ2pwfErvSf1QfVgrPmInaAjD0Jwiz5sghMyP+0m63draqrGxMeXzec3Pz1dFedzPmpoaM+QoV6H/293drVQqpdXVVWu/pVrOtdAQQJZaU1NjBeeRkRFrZS2VSlpbW6uSzGTt+kzysx6PhQFlYXvCuSSLSjGiGIbu7u4qSg0R1t7enklueewDT0Vk6Q1qtLWMKEk67lPGu4VhqOXl5aqFHF1I4LE7Ozva3t42UnJ3d7dFqnh18DmEpHmojY2NGhoaMoEU8FSk+Fh4uVzO1JIYoIdqExQvIgQfOXiRBzbn0dGRjU7Z2trS4uKilpeXVSqVFASBTQhYWVlRd3e33duo8U+lUnZdra2tampq0s7OjpqbmyXJonGgF6mS/vX29lqFGdxvc3NTIyMjFtHwfRsbG2pvb9fLL7+sqakpjY+PK5VKqaamIpRCFT+Xyymfz5u+LI4mGs34deijSX4WjTgxFL6KzM+jjtp/LmsKg+lhFB9V+ff435NSe9zdG1HoatFUPhppk8GRPRFwcJ+YL0WWRdsv0A4pvU/ffW86z5mUvb+/X6lUSlNTUxYE+PNhffL+tbU1bW5uWrPA0NCQBgYGlMvllMvlTJDa32v2Dk0ym5ubWlhYUFNTk0ZHRzU0NKSxsTG7j8y+Wl1dValU+ts9lZMjSkvw6XYYhjYCgt9RqEgmk8Yp8xvbL3JS42h3ksfDJH2kFY/UF2NbLBbV2dlp54RBklSVPtGTDS0LIxmtZIIRecJ2b2+vAfyxWEwPHjywzh2/8QDDe3t71dDQoFKpZNeBahAptjecviUQyhhUJyL4MAyVSqU0NzenIAgMnwzDyoynoaGhqoiH51FbW6vW1lYzgETjRNp8F+wJigddXV3K5/O2iYIgUD6fV0dHhxobGzUyMmIdaalUSt/61rc0MjKif/Wv/pU6OzuVTCYNF/cQD5EZEZZUHZn5CJO/T9rgUQPK+32k6SN7b5w9dhmN/n1lORopnhQBe00GAgNe4/dFNEr258Ieiv4OHjXwB4YUQwiVTJL14nsGCcVM74CIRpubm3Xu3DnrTvPt1ODk7FW/57a3t20W18DAgAYGBrS4uKjFxUVrZPDXyz3yn33jxg19+OGHymazOnv2rDKZjFXje3t7bZ289tprn2CdTj4eCwMaXcSkyFAqIHmj1oNhoKeXqMSryeABo/igL+DwWo/jkMJzPiwcikdbW1t2033q7rFP/xD5PMjcXB+f71vZUqmUBgYGjDh/dHSke/fuGS/Vp0l8fy6Xqyo++GIWBo4o3UcyVK/ZcBhHaGCM48DQkcoR+Q4MDFQ5O4+HUV1FV5OoL+oUmbZKMQmV9oaGBh0eHmp5eVkXLlywyL65uVltbW0qFAp65pln9MEHH1h//MHBgZ566inrVmtublZnZ6c5MknmxFg3J607/o5GkycZVv8c/WdE8dXovz12eVIRyn9u9Ofe6XN4HJugAejJ/47olfWKceP/dXV1dn/IItLptM3AotBFlgUMIB0HD6wXAgWf2QVBoGw2q1QqpcnJSQsKWP/R4jHXtru7axoG7e3tymazGhwc1MLCghYXFy3j8vgz9wnGR21tRQ91ampKXV1dOn/+vI2I4Xs+z/FYGFA8uo8GfbcBN4IedRavF1j2oh3ewHhPjpqQVI2hsLnD8LiYxWvAFqnyeik4/xr6zflcAGww3Y6ODu3t7Zlkn0/zUHRnRnlNTY2KxaINO/s4LI2IYX193bivKCzBVAAjYhQJaZHX6fSVX38NBwcHSiQSWl5eVnNzs7a2ttTc3GxFKtpo2Xykcvyb1J0oiUVKCi3JWAsHBwc2bI0okmcMDYpz/cIXvqB8Pq/9/X3TH83lcnr77bf17LPPKplMWqW+tbXVcDOcCHiwx4Sj69H/LlqM9M8hekQjTP+co398V1oUqzzpc/358TPfpsxrfNGIvUUzh8/y/LXSfsyzKZfLNuImnU6bGj8YIw7aY6kEGzA4vFgJ5xUEFVGbp556StPT05qenrZ6A+uBYAEIyp9roVCwuVqZTEYDAwNaWVmx6QTRFm0PT9XV1Rku/9prr6murk7nzp3T6OioyUB+1uOxMKB+wXDhtGaxGBhUxuvxcIyphSrDYoEE7xeyb+skbeBz/MKJYoekFRRTEDQGP4Jn6hcz6SbXRmpLOozxb2trq9Kx3N3d1eTkpLUhch0ImrA4PH9vc3PT0q2trS2bEYXhoFebqCwMKwU3SUYHwhFIx/Je3oBSWCNamJubUyqVMmjDOzBJNgFgZ2dHra2t9jruZRAENsPeCzrX19ervb1duVzOoot0Oq3a2lqLhOrr620MSG9vr1ZWVhQElXk+P/jBD3Tp0iUlk0ktLS2Zw6RACUEfKEeqVmJnrZxkxNjMvhr+ScbO349oVBp9XbSIdFIaf9L3kFF4ChyfSVYgybIK6dhI8ZyDoNKg0dvb+5F2TKa+lkolDQ4OKplMWoYmyXB5rzYFXBOLxSwS9kaU6xsaGlImk9GDBw+Ml+lTcumY08k9IsBCSrG1tVWjo6N65ZVXND09rdnZWRPVOene4aD7+iryHDdu3NC1a9fs/5/1eCwMqFQdWcXjcUsfwCHL5bLRUtiEh4eHamlpsTGzKPHQ0+4XEwvMe3oWEUUd/u+NK9Hw1taW1tfX1dXVVTWvmr7taCsblU0ODCuLj6FdRJ2oLPlqJYuF1kpP/Kbv9+joSCsrKybG6xcMTofxJLQCUjH3/D4OohFPpSKCJLKtr683vNJDAz51amxs1M7OjkEm3B8Pz+zs7GhlZUUDAwNWAfYTJbe2tjQ7O2sFOARlpqentbGxoba2NpVKJQ0PD6ulpUUdHR2anp7Wu+++q6GhIdusdGVx1NfXa3t729aAX3/8298Xj5H7iPHTHB6z9muP30UjUP99P+u7vLElFYbxEK0D4PDZDz7NjsViKpVKymaz9p1kLhRJt7e3NT09ra2tLfX09FjqTnTH/uS7gZs8hOMje9ZUc3OzXnjhBc3NzenWrVs2BuWk58L3kf3V1lb0X2/cuKHm5mb19vbq2WefNfHtra0tC2L8PTw8PFSpVFJjY6PGxsa0t7enycnJT/U8o8djYUCjQP3h4aGam5st/QNLw9BIsm6JWCxmPdIYNbA9v4g8ROAXHKk3nx2NTPhMokYv1FwsFj/Stgl+iXCIX0QsVlofIf/PzMxU8d142KQj+/v75jlZjE1NTVUjTYgMMf5SBfvEQCPGAQzCuflNHMXWMKLM7fELF2oJ/fA4G4wzUQncVRoI+EwizlwuZ5sVQ7+9vW1sgKmpKV24cEH19fUaHBzU0dGRPvzwQ4tu0Ietr69XKpVSQ0ODrl+/rpmZGYMq6urqlEwmbcQFQi8fp6DkCy7+fkQLT9E1zGt8gSmKyfmMyH+XN5aeWuU/38Mg/udRzNazBDDEjNb2NEGP8QMJsbe8cfWUwfn5eZVKJQ0MDNjcJtbN5uamjV7mPVDIgGP8eBsCm52dHfX396urq0s3btzQ7OzsRzq5/DORZHxVHEa5XNb8/Lzq6urU2dmpJ554QisrKyZA7rM3jt3dXc3Nzam5uVmXLl3SvXv3PvJcf9bxWBhQqTp1pzsBMJwiA8aEBYKxIKVlsbBJKTZRdfSGFMPqi0Q+AgBPBFRfXFy0ghAeEl4jGKl/6Bh1PouoC2iCB84cKDazL0Txf0k2YoEWPOgkUKaobJPuYziJUPP5vKXvXGO0UAIEwQFOmkwmbbyJr5jOzs6qp6fHzpdIE+WpxsbGqrEX3Dc2Nq8F6KeoBFa1vb1tv6M4cePGDb355pt68skn7XM6OzstS3jhhRdUW1urd955x8acrK+vK5VKKRaLGW0Fh3lSEYfjpCLTzzKiUV6pf72PRKMpe/Rzo+l7tLAUjZijEZYv7FEkAqoi2GAN+DVMGs1nsHd4vrx2e3tbXV1dNhjPnyNZGbWCKBbr9zAOBg7oCy+8oOHhYb377rsqlUr2vdJxITjaaOA5taz3YrGoRCKhs2fPam1tzTQXvDA157u/v6+5ubmPXQefdHz+YSD/Bx5+kTBDBkyFqAxD4Y0aD5uIMxaLmToTi0SqxpjwhJ4eBeBNmuHFEKSKsVleXlZTU5OlwhgzokC+z6f2HuNCdmtvb08zMzNGTfJpOefnNwTMAdIiaCQoywRBhaPJXCF4p2CChULBlOS5j55D57+TDcV9gIMLE8LjpIyoKJVKpnCDI4PTStaAgfcRPvABESeFN9aAVOlsghdIrz/XdOPGDRWLRausp9Nptbe3a2dnRy+99JK++tWvqq+vT9vb2ybgzKBC1pyfeBAtHHmD9EkFIf/6k4pH/v3R92CQvJHwhtQb2Sg2GsVUfXAgybrlohGn73nHoPkCEAU8IneENtgXnPPu7q4WFhZ0+/Ztzc/PKwzDqo4pghKMKGvJi8FwPjieg4PKkLyenh5985vf1Pnz56ueD4ada6Cv3U8X9ZH66uqqxsfHFQSBxsbGdOrUKXV2dpoYtn8ePnD4LMdjFYGC1SBKEASBjWsNw2NFnqhhjM43YkH4iJBoKx6PW1pJBERxxC8ADA0PFUwWL+2r9mCSfrQw5wSwfnRUGZFBV4e/7qjx5MBQe1hBki1AGgj29/eN/sMi39vb0+rqqi3epqYmw3C51mgE76NRNirRM/indzrr6+taWloyqAUYwxcBwIfpyvIVeQoEdJMRhcO0wIgTSfLaxsZGra+v6969exobG7O1k06nFYahHj58qLa2Nl24cEH37t1TsVjU1taWjXlOJBJ2PkAbJ61HzjNqvDw0xNqKRrLekPq0+yRjizHzRtN/nz+PnwUhsG7YG9ybKN56EjTBFFoPiUnVrcxkVHxnsVg0OOf8+fNKJpNVDoCJAgRGYPlBENjnEllyXnSkvfzyy+rv79f7779vI3/4Xva3FxkBlyXba2tr097entbX17W6uqru7m6dOXNGxWJRxWLRlMv8ev2sx2MRgXKAn0A+R2YMsQlaNROJRFW64A2lB7I92ZiNT6pYU1Nj8nWA0dKxKpMnOFPlpfrOAiJSJprC2+IZWbjeQHJEN8JJuJfHQjni8bgNUGPxYWRJs6PjaiUZJAHgjyePOhoWk+ex4ih8VM09XVpaUqlUskiZ+8h3Mt9qe3v7I73zOExJVnTjefkOroWFBR0dHSmXy6m9vd2Mfi6XM/oKaRr924eHhzp79qyy2aw6OjqqWgZjsZgZ26jT8kc0rfZG6KTfR5/jSREoz95HnyetD/8Z0Wq+/71P9T00heYl74lGx97o+/dgfAhE/FrxTSgeP93Z2dH09LR+8pOfaHx8vCpFBoaDOkZAQUR6UsDDWqPA+Cu/8is6f/68GUsiUTIaOhTBWGEOsB9SqZSNfJmcnFQQVIYe9vX1KQiOC9Kf53gsDKhPvzFssVjM2qsODw+tK6Wnp8eqzxgOjKZfFH6xe8ynoaHBcDh6ztGr5GfgLAggI1wBzcZHUn5hgk1KMv6iJCty4GX9dUf/9obfk9P5PdEkUUZdXZ3a29utOOWFTiCpc21UU/25szH9ZsYBce/CMDRFeqlaq5IeZmAK2jDBQ4mM/Xt9Acunbhh/7/QymYwtcNgGLS0tVpBaWlrS3bt3tb6+buN6mdgZj8c1NjZmgiOIoAAZeL5k9JlEDeNJ6XT0mZ30XD8urY9Gm1HYwN/nk3BP/z6/znF4/j1Ro+cLqdKxI8Og+WgQWpFvefbX6wthOzs7unPnjq5evaqFhYWqcRpwsGFuAH9F9xOfxX5dXV3V/v6+Xn75ZX3jG99QV1dXVe0CIxo1pOxdxsNQPMWZz8zMqLa2Vs8//7wuXLigkZGRj9zbT3M8FgZUkt1Ubmi5XNbKyoqOjo4MYE4kEhZB8Z5yuWz8QHDJo6OjKuFin8awyfF4RHQYPtJj0njwPIwAEapUPRCMyAcqlCeos0A4x2gU47FSfsbffsFHz6+5udnmjCPzR/TGaz19JKpQE009cUgeMiDVR/LMbx6iTkZlgJ9Bi4Hnib4o3+kxaYwYxo8uKeblQIYHlmhra1N/f39VMWB5eVlTU1OGjTc1NVlPfjab1bPPPlvV3w0sQJT+aY6TIkr/O55ftAgYxTY5TkrFo/+PpvvRP55axc+ixpHfgxt6fVdvXKM1A+m4zTTafnzSveH69vf3lc/nde3aNd24cUNra2tVeKskG9CI+Ax4PoGTj0aDoKJqtry8rM7OTn3961/X5cuXjabIXue6yFqjhpS9ibOgir+/v6/Ozk6dO3fuU62D6PHYGFAWNxe4t7dnUliITXjBkdraWhM9bmhoMLI2lUNCcl+R5/8IBYNddnR0qLW11Qi43lMXi8Wq6Fg6FoD2i9AbHQwKhg7DSUR50kL0m9BvEtJVFrnXbyyXy1peXtbdu3cNC5WOSeNsBLBFjBJptG8k8OmTL1Bwr+PxeFXkB3QQBBWcen19XRsbG7axkT8D3uDaMaLcK1I5NprnjeIsenp6bPE3NDRYVxdGIR6vdIlNTk5qc3NTxWJRBwcH6u7uVrlc1uDgoL785S+rs7NTUqUrDFzbTyzwRu5nYY0fFy36+8bzjL4+6hg/CX+L4p7eMPIMT0rPMZq+gu1Tcf5ESeuk/vzewzz+uflrwfj6cz08PNTs7KyuXbum+/fvG9eawMQ7QB/9sm79GsRQFotF7e7u6tlnn9Uv/uIvKpvNWlDD+mdvYzz9H76ztrbW+uGXl5c1PT2t27dvf+wz+KTjsTCgbDSKGjU1NSZfRvfI/Py8ka3xYJ472NbWZg8PA+w9pzeghPV8dzweV3t7u6XCbKQgCLS8vGwREQbebzQWgF/gW1tblioHQVClTLO+vm6cPH9EcSq/iDBK7e3tGhkZUXNzs3lV8D7vif2mpdAkHQtAQC7GaPpo1J8DHh0HwD3GwHF+KDZRnPJUJW/YfXGIzejV72lzhSoD3oxEHkYYEWkcFc+aXufDw8OP8E/T6bS++tWvKpPJ2Hui1+sNhK9qs66iHMxoah7FQlkn0fbCk97zcdFd9PXRz2CN+fPnT/T/0T+sK98jj6H0xpX7FHXuPvLl9zx3Xru9va27d+/q9ddf1/j4uDlXH+WyNj02Gq2KE4Bsb29raWlJyWRS3/zmN/WFL3zBRHgIOOjaYz94IwoVcW1tTRsbGxYcRffjpz0eGwMKvkgVe35+Xh0dHerv77euF6TN2JC+Kk+bp3TceeQjRDwVdCg2/Pr6ura3t02cl4o5XDdESlhgGFzPIyWaJSqkA4IFzKIhbcAbemPiUz3PBJBkwspPP/10VUHGbxCgAxoMMJT0y7OJgTAwbh4DjVYj2Vzct0QiYREsGxd+JjQqb0SprnOevquJnwHddHd3WxcKzQ2cH/ONaBPs6elROp3W5uam0VjIOAqFgmZmZsxZMU0zCAJ1d3frN37jN2yWVBQ6iabYJ1XWPW560h//OdGok/dGIZyTMMuTsFZ/eAMYpTT55xd19pwnhSIMF3SlqIHFuEYzE0lVTpc1QcbnA43Dw0Otra3p3Xff1d/8zd9oenq6ygjz7DgPYJZozUA6lslbXV1VoVDQxYsX9fWvf139/f0fETfBeRNNcxQKBZVKJduD7M/PczwWBjQWixkxnFR6fX1dmUzGdC5HRkaq9Dyl44mV3HhPxZGq5eWiRsnTiUhVaCPEe9EvTpTLZES8GJ0bfnHBW8RAePIynhesiIfK6/zCZVE2NzfrwoULOnPmjBl1XyjwKdrR0ZEZS2hYXp4OxoGnp/gGAqmaE+ojL87FMwvYMETqVGR9Qc9zDsG5iDp4jad9BUFghS8fBe7u7qq9vV1tbW1qbW3Vr/zKr9jAPJwY6f/S0pJmZma0v79vG4X7UVNTo5deekm//uu/XqX7GjUOUaMYjfz839HX8jv/e29oTvr9x32vP6IZCmuRIiWFSgwjeyJaJGpsbDTsEWjqkyAdn15/HF8yeg+j509Qk8vl9JOf/EQ/+clPjN3C74C9/Ahz73T9Oq2trSi0LS0tqb6+Xl/5ylf09NNPm6YE0JHPgOrq6rS8vKxisWj6ED5L/TzHzzSgQRCMBUHwgftTCoLg/xwEQUcQBD8IguDBo7/b3Xv+RRAE40EQ3AuC4Ks/6zuofrPxSN3T6bQVcHp6esxbec/rlXvoy/Y4pufrkfJAkSIKRfHIYz2StLq6aouQVBK5NLhsFCEofjANMNoqyfdicDyh2RtD/oD7Xrx4Uc3NzXr48KHxMHkNnh4jGQSBwQO+84qUmE0ADua5gkQbj55fFd8To350dGQK3zgCvh+pP6JgPks6dl5E/j41Pjo6UjqdtmgxCI4bHbzBxQBzLgMDA/q5n/s5MwC8j2h0YWFBk5OTOjo6srZNDH65XNaLL76of/gP/6FVdXEI0SiS+8HPvIOLOjH/+ij8wv3y6fZJn8/xSRsa4+nJ4P5nBBQYIn8v0cHEeGKcvIAMxiWa6nN//LVH4QN/PR8XkR4cHGhmZkZvvPGG3nvvPRshHYahFTk9zSlK9vd2A6bH6uqqRkdH9ZWvfEX9/f1VWaMkUxFjjZK5wPDwEepnOX6mAQ3D8F4YhpfDMLws6WlJ25L+VJXZ8D8Mw/C0pB8++r+CIDgv6bckXZD0NUn/7yAIPpHmz0USJUBXQQGdWeLgXhgBcA8eJK2HPvLk8EaCzUyEtLm5qe3tba2urlrfPdQaHiIdLCwsX1SiiAXnrVgs2vn4BedhAD7LswW4F+3t7RobG1NXV5fW19d1584dra+vGz2JzedTNM8A4MCwANp7viZGGiKxjzyim4PPKJcrghEn8RcPDw8NusC5eIdARONJ07wfpSA4nTwXronCgDfk8XhcfX19Ghsb09ramkVPnus6Pz+viYkJ1dTUaHV1VeVyuSqiuXjxor797W9XKeyflJJH11A0yjopgvevj35GNJriunz6fBKswOfhtHgPz8/jlj7a5T0ey/d972QtOHVfJI1+Lufkg5OTzpXo2Bdwo4HCzs6OJiYm9Pbbb+vOnTs2hJHz8nvWPze/RqXjKJls4wtf+IKefvppk+9rbW01XJziksdIcbyf5/isKfxXJD0Mw3Ba0q9J+sNHP/9DSf+nR//+NUl/HIbhXhiGk5LGJT33SR/KIiOCg1qwvb2tWCymnp4ee4jc2M3NzSpNTvA9jIPfwFJ136xPEw8ODqzg4OlGKysrZqT5mS/U+M+kxZINvLGxYXxW3odBJWJlcWAYYrGYGhsbNTAwoNHRUTU2NmphYUHj4+Pa2NgwoJzvlY4pQHwv3t1jshhK8GK/ofHo3oh6TNRDHtwbxiiftMnZhF5OLFppjhKWuQd0sKyurppaEs8S40cvM9FksVg0PcfV1VUrFCCxFotVZjjdv3/fnun+/r5BKUdHRxodHdU/+kf/SENDQ1XGwD8jbzBPSlGj/44WW6LXe5IR8EaUZ/NxBpyDqNMbUe8I+TcG1Ed1rFvWM+cdFVghg/HnGzX0Psr0mCmGzePeJ2Vca2trunXrlt588009fPjQUnmMNxBZNKqM4sbpdNrmZw0PD+tXf/VXdfnyZR0dHdmkVtY2mSdNJwQyn/X4rAb0tyT9+0f/7g7DcPHRBSxK6nr08z5Js+49c49+9vEn8agSVldXp2KxaITwfD6vbDZr4T8pnucxYkRZKCelxVI1t5JU33tCT3NgTlH0ff49YRhapFMul210BdU98KhH96eK58rn+XNsb2/XqVOn1N3draOjStvn8vKyFYVaWlqq7hmbwFM3JBle+P9v71pj27zO83NIURIpUaQok7rYsiQ3thPXTdPYDdpsmNt0QdJmaPZnQAIE64IOGYr92OXH0KK/9qNANwzFMAwYULQbsi1t4XXFmhZIkHWbmwBJm/sSX+TYsiybFiVZoiRKInUhefaDfI6e7xPtWkI7Xfq9gCDyI/l95/Ke97zv814OaW1tbcNZ9PF43C0WNdOpJSpzc2zpmOLGwHkjE4dCIVd/kwuTn/sznUh0EjU1NbljUmZmZhAK1QLqeUQJD6mbmJjwVJgHalliJ06cQCqVwuzsrIuuYIhStVrF9evXMTIygkgkgunpaRdZQCHa29uLZ555Bh/96Ec3bLQk1Tb911Xw+efWL/RUQOp9/c/xv/eb0TruKrD9zh6+VryU/abw4P1pAfqFtP+9Yt/8LQWozjP/qPz48XaOBzfyfD6PV199FWfOnHEFsen05LMZDM+1xXty4+7u7kZfXx8mJydRLBZx//3344EHHnA8q+3k2tfzyDZLdyxAjTHNAD4P4N9+0VcbXNsA6BhjnjHGvGmMeZOVzrloOjs7nQaRSqXcbskzhbhIgfX4NuJ+3FEVC60/zzEJhbWa9CxMUalUnCnAzxOJhEfbpZasQpXPmZ+f9/yWz/bjQQCcYBwYGMCHPvQhV9/ywoULmJmZcfckfsXnG2NcIWkKFE2fo4Cg2c2qTAx5ItDONtBzrof6+RepRh4wc4vfY7s0WJkQiY4Rx4Hjxc80AH5mZsbhVAT5ma/OqIhisYjFxUWkUin3/UceeQQHDhxwAfMAPOUBs9ksLl++jJaWFkxPT6NarXq0o1gshqeffhoPPvigR8tpwLee/7dcBD6ssNGffk/ntpGA9mu0FEzke/9njRwjavVwg+F6olC1dj1aQufJr32rRuhXavzxpkyvbLRpqBbJdudyOZw5cwYvvvgixsfHPWtGazNoYgoz4MbGxhCLxXDXXXdhaWkJ4+PjOHjwIB5++GEXxcO+cI7p/NwKbUYD/SyAt621k/X3k8aY3vqA9AKYql/PAuiX3x0AMO6/mbX2m9bak9bak8wCYvkq1mtMJpNugigYGePJ8CUyBD2sKkBVsHHyGv0PhULONFxdXUU+nwcAT1ya/umOT+YDagtWFyfNH8VqKLiampqQSqVw5MgRpNNpLCws4Pz58xgdHcXS0pKOkwucVyEEwGG3in1yrBR+ICZL/IfMRwHCTaNQKHiEnX/BUzAlEomGDEJAn5irhjQpNsf3quXyXHDmMVtrnYZaLpedcOeZ8vPz80gkEq4gCNPydKOsVCoeeCaXy2FsbMzVN+VGpOfWP/nkk3j00UfdNb+G59cE/UKF49ZIwPIzmt7Kh7fyYPMZ9E43Sgf2O1N5f4WLSMxY02LXim3rRq/ONc3CIwbNP16j4FQlh+tR+63YLNurcBHvdePGDfzkJz/Byy+/7BzLqlk3Cr9aWVlBNpt1kTuZTAbXr19HqVTCqVOn8OlPf9qdP88MKLVUN0ubqcb0JNbNdwB4HsAXAHy9/v+Hcv07xphvAOgDcBjA63fygMXFRXe2T7FYdBWyab5TSBaLRReUvbq66l77YwzV5AbWzQVircTjyABra2se7ZOhVbqIqtWqx3tJQUAhNjMz4zFlyCxMU2P4SDKZRHd3N0KhWiri+Ph4Q602HA67VFVCFjRxWaGG39cdtVKpOOGwtLSEcDjstDYyDYWMaoqqyaoZSoal1kwHFO9BU3xpaQmJRMKVoFNhRoFKZxufEQ7Xspy6urowMjKCmZkZZDIZD+7JOaSWyyIzPKspm83i0KFDOH78OMbGxtxio4bLU0+vXbuGpqYm7N+/H/l8Hl1dXW5DYbbMY489hra2NrzwwgsbYm6BW9cw4Otbme/kQQoqP+6pmqgSrRnGEevGTeFGAWWMcRokE1PUfFbnCectFAohkUi4UDLVSMnD/g1C+8h15f+MY6aC06/Zsp0Mu2J+vI7d8vIyLl265A6VpBJCBaC5udmjka+u1o7fmZiYQHd3NxKJBCYmJlwUy4kTJxwcRRmyvLyM11+/IzHloTsSoMaYGICHAfyRXP46gNPGmC8CuAbg9+qTf84YcxrAeQBlAH9sra3gNsTJIYbBCaSg0mDpSKRWb5LH1vK3xEAV09NJBNZ3+5aWFuTzeY+mSmfK1NSUa1c0GkU8Hnc7P5/P8BBNzeRuSw1MF4UyZnt7Ow4dOuTOARodHUWhUPAIYi58mlOJRML1kxECc3Nzrg98HnfiarWWN85KSCzjNjc35zAvCjAuTmqsXAjEPdkO5rpTE2xvb8fMzIz7LZ+/srKCK1euOKuAGrEeAaELkuNEpyCx70wm485VCoVCHk2fC395edkVXi6Xy8jlcjh69Ciq1Spu3LgBAJ7xCodr6aHXrl2DMQb9/f2Ym5tz9QQUV/7Upz6Frq4unD592uXp+9MmG/Ex+6jfUTiACxbwVrxXgaTkF7IUQmrZcBw15EfD5dQCoI/Ar1SkUink83kXEsf+UNv0t0vXm8IxvJ8fe+V6IQ/F43EkEgnnF9C5VcHLZ/NzQlbhcNhZTHqonc6DMcbxAYUyo2d4b278jLLZLN2RALXWFgF0+a7NoOaVb/T9rwH42p02gosMgMNC6e0llqK5z4VCAT09PQDgnCsqCFVoqiDl9aamJo9WQ6FLk49Ve5qbmz0VllQL0+fwr1QqudAnP9bJZ6TTaczNzWF+fh7ZbNbFberi052eBRe4KAC4UC8KFwAepud79oEaST6fdyYc8VYSv68xolwkHCMAzqPf1tbmAqFVk6xUKjh//jzuvfdeN+bZbBYHDx50uLNuZAyrikajToguLCygXC67up1q2gmPYXV11R1zTOff9PQ07r77biwvLyOfzzvzltYFnWC5XA4tLS3o6enB5OQkMpmM02S4cRw/fhyxWAynT59GLpdzWq16v1Xo+bE11dpUAHGu2HfVOCk4yDck1dq0rJvOu0IDOmecVxWcOp7GGMTjcXR3dzvHpcINfhOefwyLopDjJsTEEy2MTu+/jgWVJjqzKDwZckVSAc5na5SIWoL+SAr+lsKbEAi/59f2N0s7oqByKFQ7ZY87SbFYRF9fnxNkjNOilseJ5MQoKZPoazU1qJVQQHDwGc7AIhbK4FoElrgrvYGcJGJLZCReV89ztVpFLpfD5OSkh/n1e1wkANyZP5plxVqHwMaiF4oLU6gpvkSMkScwclzJuMQsqTUSNuA4chFQK+b88XMWO+Y1tmV+fh6pVMo5PRTLJhZJ4UaHXnd3N+bn5z3jopDDysoKUqmUizKw1mJhYQGxWAwnT57Ez372M8zOzrp+ETvl/Fy/ft1FABQKBXeIoQrRo0eP4umnn8Zzzz2Hq1evun5SI9ZICwoRv0lOagTP6MbJseR/1Qb5O46T4n5sL6EB/T6tmtsJipaWFhw4cACvvfYayuWy438eXMiSjxSK3EjUCUdNk3g1nb7kPeKVOk6MTFHrQrVVTcckrs+++DdTv0XDzZy8RUXCLx9uZU3cKe0IAWqtddXS6TjQky7pxeOORXWdOwtf06PMe5B5+J/P4gQzY4YDzQPOgPU0UZp3CqobUyuuzMlobq6dgU4TmQWf1Ywhk1QqFRdjyvYoLuTXWHhQGk3L5eVlTE9Pe2JRqY2weAawjoOqxkBBQ288NxLei+e/U+PWtnMT4TjwbCbG6nIxcz54pEelUkEymUQ2m3VHdLAvHGduFk1NTUgmk5iamkI+n3fagjpD+Bw6qqrVWnYUIYNyuVZUpK2tDSdOnMAbb7zh0n/D4bDTTPft24dwOOwK7DJpgSeuzs7OuuiFwcFBfOlLX8Kzzz7rqvZQmFNoqQZIjK6Rtsc55+/8mj4ABzVEo1EUCoUNsZ2cT27wTN3lBg9gg9D0Q1rWWieoenp63BweP34cHR0dHhyfmp1GdvixW4YBMV65UCh44kEBeMLPjDHO0qA2y3kul8tuvYdCIXfApMJ1HEPyvSpWFNjkHR1bXZe/DNoRApSCqLW1FaVSyQ0mFyLNShaV4ITQI647CdO01Az1e33VS6zCi0dgqBnBAVdGoLaqeGG5XMb09PQGs02Fr6ahkgH5PT9mRiHV2dnpBFG5XCvKMD09vYGJ/QuMY0bMp1qtIhaLuSOgeYIhNSiONzO9yIxsj2rfXEwdHR3uPHiOS6VSOxV1bm7OhTt1dHTgwoULKBaLbvNSU3dlZWWDh5maJ2EI1XZVo+dx1hriZq3F2NgYjhw5grvvvhvDw8Ou8g4XOx1I0WgUY2NjaGpqQjqdxs2bN5FOp522TIdXIpHAU089heeffx7vvffeBnyR36Ww0XhMjTnlhkv+oUBi3zgXivHrOmEfOW+Kw5P/da4URqLmzcwvYuStra0YGxtDX1+f4yVuUsSF+Sw/PKEaH59XKpU8tT11znQj4f10PWh9CLaF7/1CjwKdGjKvAXAhkel02sWS+pUO5amt0o4QoJVKxTFMsVh02gHNbA2DoIanWAcZi8y4uLjonB5qMqmWBKznr9P5sbCwgL6+Pg884Ndk/biJenDn5uYArKeWkQGpZXHBAOuTqFiMhoaEw2GXzkrTb3V1FRMTEy7tTIUwd2QSmZGb0fLyMmKxmNs46MlmuhsFtmJMXCTcKLiZMVyM8bTqtaUAZSiS9nFychIDAwMeU5NCgvfQ0n/URLgA1IMPwGnHqVQKN2/edEKLeFoul8PQ0BAAYHh42FPCkJozN7iRkREYY5BOp1EoFDzYOo+BicfjeOKJJ9Db24uXX37ZJXao9aBjpxCG4qMUzpw7xsGSPyh8FOdTQaP3Uj7yh1YRP2ccMT3dJDWlFQqiZurn00Zam59n/VXLOIYUnLzGZymWrHiwasBqoivf6xiqVtra2opEIoH29nYXMUILigkz/vWzVdoRArRarSKRSDg8jCak5qz6MUxqQZwoHVxNZ+Tkq8bmz2JoaWnB7OysM++pJShwrqRAPwVIqVRCPp/3AO6Kgao2wpRTAB6BynY1NzcjnU6jv7/f8+x8Pu/KxvlJhRVJtRxdWMvLy05wcqOhSc/v+c0/1fCZ+UQTl/dnG1g1SxdNMplELpdzmWU694Rq6KFlH4h7xeNxl3qrmCE3SG6eFO4UXqVSCZOTkxgcHES1WsWVK1fc+BGzZqIEAFy+fBnhcBhdXV2Yn59HV1eX0/hisZjTNh966CFEIhG89NJLztQk7+m4sa38z5RbWke0ctra2tw5V8TseC8mkqgzRCGDRhoaX3Pj5nUWkdZ45u7ubmeZ+NtNXiVPaPKFzqFaSHRYUSGggFQeVOebttkfHcDPuKGqg1X5XN+Hw2F3cgKVKSoHlC0sUEPljMrRVmhHCFAAzvtKLYTOo2q16mLxqNUAtQHmTq2DSoGqWUi6q3Hyif+RWHmJi9IfbA6sCzl9Jok52GQU/l7zjgF4KswA64U4lGFaWlrQ29vrQHdrrSfus9EiBbznGqmXlm2ORCJoa2vDwsICksmkJ1icweaqlQPr2r0GfpPZmPWjcY1sEyMaeH4TD/WiJsc2UvhxzmlecpPROfUzOhcGsK6N+sPLCCUcOXLEha2xAHQoFHKODlo1V65cce+npqawb98+F7XBMQ6FQjh16hSi0ShefPFF5zRT2Eb5TjVFChqOo5ZVY+oi8UTOIXFNCk91ON1KM9QNG4A7lZT8QAH68MMP4+2338bY2JgbH/KpQirka3reKYiSySTS6bQnu439ZD47x0z74YewuLZUE1aBS+HJ+/s3er2PP5+/Wq26DV03IUIl5PGt0I4QoMoUPNNc8SXin/Pz885D6MdndKAVUKfWomYuBQRrghaLRczNzbmK9MB6kC4nn89QUi8nY1X5O2UKtpUaosatUWPm62g0isHBQbS3t3uEKjOF1DQk3coE0V0bgIv1JL6oO3coFHJ4pt6fGju9pRwPQhLUDhVy4XMIG1QqFXR3d+Pq1atYWFhwx82qdk+hycXZ2trqrA86PJQnFLsulUouiJ/HHysuODExgWg0isOHD6NSqeDatWvOnOfYGmOQSqWwtraGixcv4vjx48hkMi4Ym7AFNwcAeOCBB9DR0YEf/ehHyOVyGxY456aRVs/PqOE2qrdJHwDnRUOCGOaj2hzvSVOdGxTNWioWbP/Q0BA6OzsxNjbmnKocW12TDLVTK0cFHTeyaDSKjo4OdwomzehYLObZ2Cjc1T9BTVn7rzCFYsskfxuMMRuKjagDWeEiOqbJOxr+tRnaMQLUX19TtQ0OJDE7fo+OB/9AqnrvDyFShtbKTpVKxQlvLmw1gfxCSjFVAueVSsXtwgA8TKNhTeqdpPBk+7mjqwArlUqYmpryxIxqe/zmD/utZhWfxZJ/xIO0TBg1ODog+CxCFI3GoLOzE1NTU54xp8lbLBaRSqU8miHxaYU2yuWyOz+cNVeNqR0VwswjHVcdT2oOzc21g+LosSXR85vNZnHs2DEcPXoUa2truHnzpouDrVarroJWMpnE2toazp07h0ikdp45z6WPRqOeTQYAPvKRj6CpqQkvvPACcrmcJz5Yec1vnqrmBMBTK5ZWkPI0Q7wU4uD8qJebGibXlXrj1ZxfW6ud8PDGG28gn89vwBRZT4HPYTuU39h+KiHFYhEzMzPIZrMebbytrQ2pVArpdBqZTMY5dtTa5PgQdiIRBmAYkj5TeUhhDl2blB2qWRMPJc+T37dCO0KAKhNoaAdNSwBOu1ETXBmUxElRk0mZkf+p4QBwBV01lIKTwfbpc/zPNMa4w+eAjdgR+0fTPR6PY3Fx0U0k79He3o7u7m4n0MggMzMzzvPubw81AnWWsZ+ak0xB3tbWBmtrsaQ8tdPvGNMQEjIiNR8+g4yo1/lcajya088oC8awplIpt+A5lisrK2htbUUmk8HCwoKr30jtg1gbn6lzwEpLkUgEg4ODTmCrc2tkZAT33HMPDh065OaKwfXWWpcfH4/HUalU8O677+K+++5DS0sL5ubm3ObNvtIEP3ToEB577DG8+uqrOHv2rIcvlOfUzOT8KlZO01b5jJCPhqepYKP2ZEwt3ZnhPJrIwftRaKytrbnTHoaHhz0Ckfcl//gdVyT/BqB95jVu3iy2fePGDfd5JFI766yvrw+ZTAapVMqlcXN8dDPihk9hqpEiHEf1bQBeBxj7qKa6WgWN/Ap3QjtCgAI1DaJQKDjNgiFG1Fb0vHBgY31P3Y0VF/I7Q0gatsMgfl7TSt5KavLq7lYul502o2apChU1izRQmHhNJBLBvn37PGfec4GyjJu2oxGcoFgqmUMr9hBTjEQiTmOmxqmL2h+5wLFQDIvYHLNNNOWSjFypVFw8aLVaSxccHx9HuVwrPUYhrHNDWGB1ddUF1JP5FZNWk4tjkU6ncfnyZcTjcfT09LhNi+1g+FZ/f7+rnwqsC1EALkwukUigUqngvffew7333uswWXVQaAwoj5xpbW3FO++848Gjlf9Um+OmrVWwdCzokddQJ8BbU5Vz5XdOUtFQYc96EqFQCB//+Mdx6dIlV4XI306dDxVE/vWg7SWfcxPlNYXXuKEtLy9jcXER4+PjsLbmyE0kEkilUshkMujt7XWFrrmmqtWq4ztims3NzS5Tj23ihqhQD8eNm6mOtyoem6UdI0CpiShwTRM0HA477yGZqdGOyMmiIOFgUXPlewozOmZKpRI6OzudB54TrfiL4iTqFOJi4omSwLoQ5W6qOCoFNM1+hm60tbWhvb3dY4KsrdWq2/OMJSW/VkNhTOHLz1Wost8MdOaxv9QIOFZ8NvtqrXWCUA/tIkMTi9ag+2q16kxe3juVSiGbzTpvdCKRcE4c9pmwSkdHB27cuOGKkmjaJ8eR88L3AwMDGB4extWrV5FMJp25y8W1srKCfD6PWCyGoaEh56wxxrj6rzTnw+GwS4g4d+4cPvzhD7uNgid9cuzZpu7ubpw6dQrJZBKvvPKKJ3rEDzERq+dm7Tc3VQgpVkhivzSwnrgzMT46VJaWllz5OgA4ePAg1tbW8P7773t4iKQKCXmN13Sj1c8pPBsJWRVQ6mzkdfLl/Pw8Jicncf78eWep9fb2YmBgAAMDAy69m85QbRMLpHDNacyqrhWNydZru9oLTwyFgkWBbj/QTAGq8WZkUo0F4391fKj5RS2MzgRqFgrkUyAA6ya9XytTJlX8lcyhIU0UAAT0eSpgS0vtbHpmRZGWl5cxOTnpqa0JeE0PvwBVPIljwPEinBGJRNzZ6X4oRGMs1bTn9/ieFa3o4GPKJOeTws1fko4hU3SOsA8619QAiYNy42NqqeJ1bM/aWq2q/b59+5DP55HNZl08IOeLvDM5OYmhoSHs37/fM7ecw2q1dqJnJBJBIpFAuVzGyMgIDh8+7IQHN1uazNTQ0uk0Tp48iXg8jp/+9Kee8364sMmPaopyztSDzHFj6BjN+UYxsxTIHHOOO0seqqVz8uRJDA8Pu6gWXUOcj1tpncDGI7gVk2wEU2h//LHKwHp6MOeC10ulEkZHRzE2NuYSAA4cOIChoSGk02mXSs2EDdbiVT5Xp67CaX44blcLUNUkyBD+0Ac6IvT7uqvrBCiOSqGgTgg6JSKRiDPfmHfvH2TuTmwfmYrCh6YRvXlkYjKVpmzSiaKpfs3Nze64YAogLqTZ2Vl3QJ3utuyzjlcjrUAFqTqf2Jdisegpj8ffUatWgcgwH2K2Kpy12IluIAz/4fPpUKDXmVk/DKFiH7VPPMuJmw6zePx95SbBWrKjo6OudJ9GbjC2NJvNor+/32lAxtROFtVUYRZybm9vx+LiIi5duoR77rnHOd9oXmth4nA47BJB4vE4XnnlFYyNjXmEDnlXLRQKFn6PvMPoDo6rJpWoUFb8fXl52VVa1/jZUCiEgwcPolKp4OLFi541yDHUcSX/qBD0Q2eA1/xXM13nnc/geKuCoRsi76cx3vx9oVDA2bNncfbsWcRiMXR1daGnpwf9/f3OycfSlpQhDIE0xmyoXaHtVu/+ZmjHCFCmHNJ81JxeYKP67cco1YRXIQDA1QxVTYfnqxPH0wlTAQjAaT4UCv6BZyaJYjUKBehOznuurKy4Rdje3u7pCzWOXC6HpaUlD252u93fP6bKmGRkOuAikYiryqRecnokqb3zWYVCwY0DxzUajTonD811//MVwmDwfalUck48BjXzWbrpxONxWGs99UFVSKtzgPOfTqdx/fp1VKtVfPDBBw6aoQCNRCJuUU1PT6O/v9+NdyaTQaFQwNzcnLMWWHyE/HLp0iUcOXLEFXH2xzpyHrq6uhyMcObMGZw7d26D84iWg+LOnGNqnoRE6DxRiEQVCGpefvNYLaDW1lYcO3YM58+fd1q5Qj0Ussqn/tfkRV0fJL82Rz5SbFQtIz7LH27IZ+p7at1a0Wt2dhbj4+N46623EIvF0NnZicHBQdx1113OIaWKFo/u4biwyIi/j5shs9Uf/jLJGLMA4OIv/OLupn0Apre7Eb9i2ut93Ov9A369+zhgrU1v5kY7QgMFcNFae3K7G/GrJGPMm0Efdzft9f4BQR83S1svQxJQQAEF9GtOgQANKKCAAtoi7RQB+s3tbsD/AwV93P201/sHBH3cFO0IJ1JAAQUU0G6knaKBBhRQQAHtOtp2AWqMedQYc9EYc9kY8+Xtbs9WyBjTb4z5H2PMBWPMOWPMn9Svp4wx/2mMuVT/3ym/+Uq9zxeNMY9sX+s3R8aYsDHmHWPMj+vv91QfjTFJY8z3jTHD9fn85F7qozHmz+o8etYY811jTOtu758x5h+NMVPGmLNybdN9MsacMMa8X//s74w/uLoRMQB5O/4AhAGMADgEoBnA/wI4tp1t2mI/egHcX38dB/ABgGMA/hrAl+vXvwzgr+qvj9X72gJgqD4G4e3uxx329c8BfAfAj+vv91QfATwL4A/rr5sBJPdKHwHsBzAKIFp/fxrAH+z2/gH4LQD3Azgr1zbdJwCvA/gkAAPgBQCf/UXP3m4N9AEAl621V6y1qwC+B+DxbW7Tpslam7PWvl1/vQDgAmrM+jhqCxL1/79bf/04gO9Za1estaMALqM2FjuajDEHADwG4Ftyec/00RjTgdpi/DYAWGtXrbVz2EN9RC32O2qMaQIQAzCOXd4/a+3LAPK+y5vqkzGmF0CHtfY1W5Om/yy/uSVttwDdD+C6vM/Wr+1aMsYMAvgYgJ8D6LbW5oCakAWQqX9tt/b7bwH8BQCtvLCX+ngIwE0A/1SHKb5ljGnDHumjtfYGgL8BcA1ADsC8tfYl7JH++Wizfdpff+2/flvabgHaCGPYtWEBxph2AP8O4E+ttYXbfbXBtR3db2PM7wCYsta+dac/aXBtR/cRNe3sfgD/YK39GIAl1My/W9Gu6mMdB3wcNdO1D0CbMeap2/2kwbUd2787pFv1aUt93W4BmgXQL+8PoGZS7DoyxkRQE57PWWt/UL88WTcNUP8/Vb++G/v9GwA+b4y5ihrU8pAx5l+xt/qYBZC11v68/v77qAnUvdLH3wYwaq29aa1dA/ADAA9i7/RPabN9ytZf+6/flrZbgL4B4LAxZsgY0wzgCQDPb3ObNk11b923AVyw1n5DPnoewBfqr78A4Idy/QljTIsxZgjAYdQA7B1L1tqvWGsPWGsHUZun/7bWPoW91ccJANeNMUfrlz4D4Dz2Th+vAfiEMSZW59nPoIbX75X+KW2qT3Uzf8EY84n62Py+/ObWtAM8aJ9DzWs9AuCr292eLfbhN1FT998D8G7973MAugD8F4BL9f8p+c1X632+iDvw9u2kPwCfwroXfk/1EcB9AN6sz+V/AOjcS30E8JcAhgGcBfAvqHmjd3X/AHwXNUx3DTVN8otb6ROAk/VxGQHw96gnGt3uL8hECiiggALaIm23CR9QQAEFtGspEKABBRRQQFukQIAGFFBAAW2RAgEaUEABBbRFCgRoQAEFFNAWKRCgAQUUUEBbpECABhRQQAFtkQIBGlBAAQW0Rfo/nEEFsAC2vIsAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img_array = img / 255\n",
    "grayscale = img_array @ [0.2126, 0.7152, 0.0722]\n",
    "plt.imshow(grayscale, cmap=\"gray\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "dIKtGEVh2RMW"
   },
   "source": [
    "## 特異値分解"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 529,
     "status": "ok",
     "timestamp": 1623302516475,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "cb20WiL0vlaC",
    "outputId": "4dbb0301-d8f9-4396-d71d-787580904ad1"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(768, 768) (768,) (1024, 1024)\n"
     ]
    }
   ],
   "source": [
    "U, s, Vt = np.linalg.svd(grayscale)\n",
    "print(U.shape, s.shape, Vt.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ypxW6CcU2UWW"
   },
   "source": [
    "## sを対角行列に変換\n",
    "- sは対角行列。正方行列ならnp.diag()で変換できるが、特異値分解で出てくる特異値は行列サイズが異る（U, Vtに合わせる必要がある）。そこで、サイズを指定したゼロ行列を作成して対角成分のみコピーすることで作成している。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 25,
     "status": "ok",
     "timestamp": 1623302516476,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "jwTB_f5YumqS",
    "outputId": "250a74d3-f654-4386-9e61-09db0604dad0"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.5653515009052408e-12\n"
     ]
    }
   ],
   "source": [
    "# 対角行列に変換\n",
    "sigma = np.zeros((U.shape[1], Vt.shape[0]))\n",
    "for i in range(U.shape[1]):\n",
    "  sigma[i, i] = s[i]\n",
    "\n",
    "# 特異値分解によりどのぐらい近似できているかを確認\n",
    "approximation = np.dot(np.dot(U, sigma), Vt)\n",
    "diff = grayscale - approximation\n",
    "print(np.linalg.norm(diff))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 16,
     "status": "ok",
     "timestamp": 1623302516476,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "14221tAKxOPY",
    "outputId": "925e7037-88cf-43e3-be6e-892fd21afef9"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 特異値分解によりどのぐらい近似できているかを確認\n",
    "np.allclose(grayscale, approximation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 282
    },
    "executionInfo": {
     "elapsed": 14,
     "status": "ok",
     "timestamp": 1623302516478,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "qwp17qxSv69j",
    "outputId": "751c3933-c054-4522-ef44-3e9259bee89c"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x118488a30>]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "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": [
    "# 特異値の大きさを確認\n",
    "plt.plot(s)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ft0fJ_3y3LFq"
   },
   "source": [
    "## 圧縮してみる\n",
    "- 特異値の大きい順に「特異値1〜100位までで近似した場合」を確認。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 286
    },
    "executionInfo": {
     "elapsed": 696,
     "status": "ok",
     "timestamp": 1623302517165,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "4QIEVtsjxds7",
    "outputId": "25be6171-cebf-4353-9a26-d2ba66e85ade"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1184f3a00>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "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": [
    "k = 100\n",
    "approximation = np.dot(np.dot(U, sigma[:, :k]), Vt[:k, :])\n",
    "plt.imshow(approximation, cmap=\"gray\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 462
    },
    "executionInfo": {
     "elapsed": 1755,
     "status": "ok",
     "timestamp": 1623302518916,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "BXHYFwSfv7J4",
    "outputId": "55b66dc3-706d-450f-9ffa-c1d301c82175"
   },
   "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"
    },
    {
     "data": {
      "image/png": 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evL29LUCKIIMDAlVVFRsB7TLoAPwsFosC/AxU4C36gP/5fjablYQAQTY/1wFqQAv309/h4WF5bl3XJXh6fX0dt7e3jfU0nzo7aH4iOYDMAeAAThHRkGtoQUAh6xMa18zn8xL4JHBgn6otuALocp/mYe6z/+kf7ru9vS3zY5w8w32b/h6jeYTkB3M2z2Rfw8COawigHR8fFzBn3iCJRMLmXduHAnb/YUT8zqqqfjYifhQRfyQi/ruvuuGrHPI2EGaDkx2Dr7rHACl//6qxZAWb78tga9Nnuf/sLLaNZdPfr/qdr3+dubaN2aAxj7dtbm3r8Trja7t2033583xN5o22+zfRqO27nF1oyyjY0f8a2lvJWVZEt7e3JbJl8OB552yUs2v+zEAkPwdHBCc1IkqmnCgnwJIoGuOIWDts9AHYtHNmsOjmqLsdUju1Hr+zYDnTzXPsNOFIY2gwTNDQznV2bm2MyJCQxUTJ4+C51fU6A44h9dg6nU7Jumea2OF1BpBGX4yLOTB/6AJNoKsdC2iCAaNZfuyIZp5r07fmA8b3NTicbyVne3t7cXBwUOaAM4RjxXX89t95/hFNZ8bOC5UezmhV1briBXmZz+cxn88jIsqacS3VK4wPGt/e3jb64zc2NAMdO0jwgkFkDprQX0QzS5yDRP47B1AyaHN1CFkTB1sAsJZF5Bag5Ky3g1jOQFdVVSL97tvjsUOdg7Qef844ZNBhnWWeMJ0ODg5KBQAZOGf6LMuMzYDcwa5svyz7H7i9kawx7pubm+h0OnF0dFT0Zq/Xi+Fw2LDVZKvI4N3c3BTABs+Qee52u3F5eRnL5TL6/X55ZqfTKZkjwJSrE3DS4an9/f1G9u36+rpkp8gwUtXS7XYbGa6IiPl8HuPxuGT9sYuHh4dxenpaAkYRzfLOiKZMOWNMpQc8HHEPeE9OTkrG7fj4uAFmsLnwOxn21WoVNzc3JfNpfyFXkVFVMJvNyjphWx1QuL6+LtVfpifyRl/IAnNhPW5ubhoAjb4ziASoW69i96l8AITbd4EOjAc5gm8c1HKm2Hrfdr8tuPou7YMAu7quF1VV/Y8i4q9FRDci/uW6rn/1FdeXiENbKSaLZyPiqIhLMUkV89ne3l6jD5iNhQXVL5fr8kYWEeXPtSheZypgVJiTxXNEwA4MSt1z8zXc66hRLgVhrDCknU+YHQMb0YzY0jdKiB/oVVVVMWaMHwOJI8H13MPnNoqeu5nYaXIcCK5jrBFrx9GRLEfQItYR1OxQO6vBfW2lmPzOTocF0IY4O6KbHE/o/6Hbm8pZxP185vN54QHWzaVHdhABFhhQ5A95zWWQlG7a4WDNr6+vi5MU0YxCOjNIKaizFRHR4HFH0tuc45xlsnG34cnRa1+fwQTX0pezLr7Pz3P2oC0C6f4zsPbf+Vl2lt0H44Oe6AwbDe51gIsxGSTlcbQBqDzutsyFQaP1UgZ3rE0Gd3kd2sb2IdvbyFnEumTy7u4urq6uYjabFecqAzxHlyPu5e329rY4FqvVqmwJYMsC8z44OCg2r9PpxHQ6LbzqzwH5yJl5Hl7CHrBeBhsGefAO+sHR78y3DmQ4S07/8Cq2dH9/vwFAOp1OI9BgXsl2wzwITfksZwZtr7ElrBm+ADYt6xicO9bZQRdH9H2ff2cbAZ84UGX5JohFHznj63m4pNL9twFrfvBpslNpf+vrAHZvKmsAtYODgzg/P4/5fF78IjJbbDdABjqd+y0Gl5eXpZ+9vb2GnwPYw7+czWZxdHRU1prPoN18Pi/POzs7a5RhMs6IKLx9fX0d8/m88DY+6Hg8jvF4XIBfr9eLyWRS+PHo6KjYRdYdPr+9vY1+v18yRAcHB40AYQ7QOTiBbuCaXq9XSrLJVjoQZD96NpsVX2G1WsXx8XEMh8OG75cz9/jV+AcA2tlsVuSK0svBYPCSz5cDtMitM7X+3H4mPIP8EUy9vb2Nvb29QsuItZ1lrIeHhzEYDOLg4CD6/X6hi4H91dVVXF1dRURTXzh4kjPpPAd9/67tQ2Xsoq7rfzsi/u3XvLYwt5VoBj92Hry4KO+IKNEQK/RXATvvsSM6wTgwnnmPCFEBIgQu83oVsKMZbLQpZ4MVSnfsIDE/p/8dGeUzmMZZFD53mQdzdUTWxhn68GMB4JkGiAiq58scTHdHhh2hzlmETcDOkc4259ROEnQxsDOgseGyQ5nBnoMM2Snl+V9nexM5i4jijBGpQgmy/o6CwfvMlTXtdrulTMRRXvjSEUyUVcTa4fG+OfYe8AwDOwMTeJJ1tHGgtQEA/s78iGwxL3SD5ZxrDYyyc0j/bUDeIMfBEtMyAxgMgHWXI370C+/aeTRotEE1qHKwwwGPLD8Gfaal9RX6Lpe15vm7NNQy7LlbP2anODvvvj+v9YdqbyNn7Eeez+dxfn4e0+m0ERCr67o4MbnxOXu4THecNfgJecIhmM/npTTNQZZOp1NKt5xJJRLPmlJqBpjkGtaSvuq6bmTE2njFYMD20Q4Z84KXXC7N+J3FckNmnaGwI2feslNluc9yExFxdHRUSsn4ISvEc/mxDrI9Yzw5YMS620dANizL2Sk1WHNgKuth6Maa5aCS1ysHTvzc/PN1tTeVtadPn5Yqh6urq7Ini4wTNom5TafTmM1mMZ/PCxChasR8ZqCwWq3KNb1eL54/fx6TySQODg7i9PQ06vp+Txg8Dv9g7xwkddAFm2l/0Pts0eH05T2y5pfsY2LH4U0SHOgVAOLh4WGcnJzE0dFRCWjY57U/Bi0NDpkDugeQuFrd7yHEjhweHjZA8+HhYdEf7LOHJrQsr34ea2dfEL+DObIXD/1g4N6235y5ovMIktgXoRSWNWIPIcEDaAbgywFkxgK/Yh8AdND/XdsHA3Zv2tqMuZUki2sFk8EQ9+UodNtP/s4ORo4U53tz5Cw7Zx6/xxmxjljbQfUzuDf36WdDEzvg/q5trtmAtin2/LevY1weXxs9snPnubSty6b13zSmDOJe9eMxv2o9X8UXm8bT9rnn/HUawjdtLjN0htW8ScMxwFHIij5izdMOmDjS5TLCDCRsyAB2uZwPIOMxoJwz/zkKh/x5Ps5eOAPnNbVitWNjfWQ+d/924nIgygEHH/IDwFytVqWMioDL9fV1oYODCi5HdTbaBtclJtDH1/C3S3Q87wyeDICzY8l35hvWLe/7s4Nu/ckYs+x6TN+WVlXrwAEG27KWgTlrE7GeJ3TOFRC+ztUaXjMCJMiPx9XGx65CiViDKuSI4Ew+XAhecylV1g1eXwIN/ODQ4niaHzwmnmO5gSY4x4wPHeEDQaCn+2T+BC5x2KC5QSuyyb30XVVVAd+eq9dzk6OGLCFbyLLXJ9ObxtytY6Cfgyc5eGlAa3n1eriaxsDT129Lg9/IlEyn03J4ymp1f2AQfAMNAGo40dCcAzEimqXv3DOfz0uZInx2eHgY3e793jTKNmezWbkGEG+btre3Vw5OIjDgjLSDZNjoi4uLl/h2uVwfHmJgx5jQGwA121oOB6HkkkADAItxc1q9ZdtgNKJZTUL21OWh2DsHs9AvHPIynU7L/A2ETTOXsWY7Ai/Yv3BA1/4DfG0QZZ1aVVXxD8jC0jc0h68AiC6lBSw76ET/BpiUevoAO+j1rm1rgB2M7+iZsyI5Qu4IlZ0pl+d5YbnfTlDbtS7PaANROdpnB2cTAPXYPY5cXpVLQ7IDacWK4DqCaMNoY0rLADDPi/H5Oz7jeyK6VlSrVTNb6evz2N2/HRoDQDvAHjNzMF35beVmQfRv1iWvbxbuNuPcBrbtzGbHdBuNYEQUhWlHy9neXL6T+TbPzxF2rs+HKESsI+umi2WYaw24uN7Zgvwbg9U2T/MODi58ihNHeRvX5MwApTg4dpZbA2TT02OALuYlgyU75I6WO9qeg0f04X7aeM7XmkZtANZjYcz068/sePq+tv7og3XKmQDzVV7DHCBqA+lt121LcwSfEmScGIDSzc1NiW7jqFl3A0TYL+LTmZfLZSvwsR7EMfVWgmzzDAz5G/1gec/Znoj2LJsdaIMhgBA0MB8AanDAj4+PS9/OqlsGkVVH+HHw6TPbZMusHXefJsk1buh66F/XdXGMu91u2VtEYx1Me9tYnmNwxnfWfQZsyJPtvWmEDc7BGAM7B2f8DOvXvJ/I/Xn829JWq1Wcn583gn845CcnJwV4dzqdAvgioiEjZGKYa13XpYoEp5ssS12vDyzh3oiIyWQSk8mk8DrAgcwVAOHm5qacqki2EDBQ13Upa4yIsheQdchBGp6xWCwKP+7v78dwOCwnLpJpJgjBoSj2QY+OjmI0GkXEPeA7OjqKqqoalWsAD4IdDmqiuwyaAXa2kfCXgzP2H6ElZZLoBYDnfD6PyWTSCEbaTzPYg0450Orv8WWZj+0f11gO/CzTh8qMiCh6Gj60PLuCYzabxdXVVbEDubLhXdtWADsTIZcXAV4ykexccY+jLwY6EWuFnYEd1xjM+MdAwEAB40LfbWDMoMUMZuViAOQ52RC1RWt5fgYZjqwxL/rPIAnD6mfYqXA/jBN6tDmLppvnmAGSaZ3HZLCVv8/AwM5uBpXZGc5AI68vPJH7bQN20CSDO5qN9rY1lDNOiWXKsmClBo+YhzGWgCM7lo6SR0TDmeI3n1sG7CRaCRPhms1mxXjYGWkDBRHN7GDmE6KVdpadCTCAJfKYX43gI9z9TIMQGw/LW9YVdrBc1kzU0qCUa7mO8eTMIuPBAJrnadlR4DMbvFzuat1kR8Z6m6yUMwEuLbO+8Xizw5B51yAyA45tajgfBwcHMRgMiq6GthwMQCQ64uUMTkTzIBzzm8vdsX8AH2jkvXLeaw7/+UAHZw74H97NwRXbI9teA01vT/A8er1eKSNjnGQXyZr5nbZcDyBGBrvd7kt74p0Ztk6H36ARexfRR2T7kCl8CvZR8T3ZCEA6h5WQOc8BQ/NCG39YFkxXB0F8sqNtjW0zgNkHOqBXsmNrXWh5spy26ZFtDVauVvclkqPRKPr9fpEtaOkSx7quS0YK4AOvkHWNWB/tz+tBHMBATiLufdPz8/MCrKuqKmOo63WZNbyCDMBbBHzQnw66cB32DcDFFiPWGCA4GAzi8PAw+v1+43VFfjWPbevR0VGcnp6WgAt9npyclPH4xE1eJYG+qut1FtABGu+XJ7gFoGGP8c3NTXlNy2q1ahwOQwYR/XFwcFBe4bBa3Wdgl8tlKV10VtANfsWHyPoG0E1zhU8uf+dz6GfcwbPQpXt7e41sKH04I4ueYesXAQP81J8YYLda3b9ng3IVL4oj2DmdCzP58BQcEdLqKEYMGH3ZiHENxpaTeLx3D6E2o2BIsgCZ2SNeb49dxPogFhuJNmCHYiCyihOUo+x2kmxEeL732DktDeMh8DzLe+xQKvSLouLHTrWjITC499gxN8+RdbIxyqn3DBIx6o4GGexFrKM2zvzk1L6BuT+zI+7/mafHta0Op41bRHP/khV1xPo9MDYwVlSdTqdRcmVegv9cZmLZBrDg0JlPvB6dTqdxkAHjtCNnJypnPLyO/N/r9cpeAcsiytoBBOaQo3nwGzS1I25aW8aYF+M3b3Kty/aYNxFljAp9sAeIcdLQKwZNduIMFqwnHFRh/Py2DsqfZRnJ/RmU+Jleqyw/npMDZNbz295ytNs6ivV1QASeyIFL8wt7mwmsGGDbXqGnI6I4SDnjhQw4I2E5Y5zIiEuhAA2WI3QAzweYRDSrL7CjOVAHHRy4wQa5LJJ5u7zV9sw2mjnbOeeQhqyXmDOAFmBn4IvzDQ2sZ2htWS4HBbNdNkBu+94BEsuCQTR6zYEq+1DQgjE5cOpnbmrWC9vU4F/8toj1OQsRUWzd0dFRyW6hZ+ErZ+fwK6+vr2M8Hpd3x0HP6+vrQmOqS6Arz5rP59Hv9wv44sh/fjMeaE5GyuA+y5tLjZk346I8FD7Hz6X/rM/hm729vbi+vo7JZBKLxaK8a41Mocs0scvMbzwel8NnsAXM17rDtL66uiqyx9H/8KgDSmS/7AMyd/tdBGHgZZd5R0TjnXhOYFjX8hx4wT5hrkRqSzi0rQMHvvg9iMx7Mpk0snXoS4IyAMJ3bVsB7Oxs20lAWeNwZfDiEhI7oy494Dr3Z3DX5uTDCDzLgMIgxddnh8eOT3YKDRCtWDOAgwlNE9PK43NpDX2ZcT0mrsvAxjTkeXzu+31vjjrymY2Uaebr7WzaGObvbejaeMf3Z6Pb1vKc/eN1zhmBNiOYQYDXa1sbxs3gN6JZRpojtQbH/t/R0Ax+7cSZ5yNePtXRzzF/GtjhuC4WiwIerTNYCwxR7jOiuc9mkzPj+6zUDSzMZzy7zfkxb+UggkEN8yKKhzHAkYiIYrgdbCFi68AIGRAbWcsa11lH8Hz+tjx4HZmTdfGrgBmGj8a8Df5Mg8yHXhPWNAP5bWxEutHLBCEdxXfJXgY57sfOhA81sDxGNEsRebmv192yiHPDPXVdl0MMHCAjiEeg0yfb2mGKWAfEXE1CiRklmDiPOWhnxymf1OvMNM6fAy4R66oAZzr8cmT0gkGbA1lkNP1s/s42iO/QQd6rZd2X7VYOUDjwgvw548/n0DTLmJ/nv51ZaNM92Y56DXCGXbnBOLe1FPP29v6F3uxHjlgDPrJM9q0MkiOi8DyH42DDHYiGxujku7u76Pf7JXuEXAMyq6oqmS8nCu7u7orDn30q5Mu62MEadDq8TPb66OiovNYBWXQpJPN2JjDiXh9Mp9MYj8dxe3v/2pTRaFSAHRk9qnLquo5+v1/uOT8/bwRUyLgTZLL/6eCmfXYnNxgr8mQ/oK7rkq1jPg7ssj72tV3hQjlqDnDSsk9nObGdNIZAn3e73dYXj6MbZrNZTKfTUq5L8gNbyOmaR0dH0e/3y4vs36VtBbBDCLKTnJk4Z+zyfhwMiJWYN2W7lKLT6ZT0eMTa6HnDtZ/lsiOPB4byXgArj4iXM3ZWxDbOzMcRIqd8Dd64B/BB5MhgcBOwc4QQxRXRLHvNKWE7j0RnckkNhz5Ab8ZIy84l/UIjfhvU2vhnx8cOtw0a9MvlknZmnSWChnY2s3E2aOF7//baZudz25pp6bJAO+w05MKlmMyv1+vF0dFRiWZDC7JLEdFQgI6uuXQ48yn86cCIARqyCY/TD04ma49z6RIw7/Vxrb/5xmuKvOHYYKRoOSCRo6N8lh0sO/XQ08advzGQOMgR62gu1QYG1bmMw89nPb220N335jm55K+Nj8xDmX7Qa1N2PMugP3tV2wSEtqW9KhgVsd6LsSmwZYeMCC60pcQHp4IXL9MvGSj6WC6XBVhFrE+uw07Y2XJGw6AlIhrVL9Z9Xnv4KDuEZBSIaudgTA6E4gTyPKL4zN0616DQc8KB4jtXchgwM1Z0A8EkA02PyXoKGfR3tu/2BQziuNbBF+bqA5FYP+bpYKdL2R1IYw3s6KIzrFfp02vG9W12elvlzbxsvY3ex+/Lh33ZdiyX63JaO+v4hIPBIB4+fFgCGxHNQ0OcMQPg+HRGA0XrfcucT+ZkXoDJiOYrL7BhR0dHMRgMGmNlLsgfc/b4sMsRUV7FQiCEceeDvOgDXsE3JfAKH+Ffeb9ZDji6vDr7tYwDv4HnogNcVQDPs63CySDba+s/g+uIdaUAOiLbRQewaczBB9AcHx83TgK9ubkp++mm02lMp9PG6wy4fzgcxmg0itFoVNbyXdvWALvsSPO3lbid83xd7suGpy16n530TQ56W58eC39HvAwINo0xAxL3l+/nWu5j7m3X5vt8bx6Lr8lApQ3U+P5ME8b0qvm+6pocqfffXrsMmNq+f9VatfHDq9Zr02d5/pku/r1tDZo5cu+x2uk2QI9ognAUal5nA2qehcI3MPA62Mj4WQb3Hr8dJsacy3rN+3ZW8vja9AzzsLOJ0+WxOLPNOPg+O20GON74bSfLwM5lz47ie53IGkQ0j1+302e6ed4Yb+iTy029XhgiZ+zok2sdRPHeX+jkEsQMjttkpU3nMFZ+b6uM0Rx8oBmAEMBwy4DHYMfZTtbYzk/Ey4cAGBTgSOGw2Y4aXDhKTlaq01m/LyuDBssh88JpwZli34wBBPdERCN75ow8n5EF8TPgcRxW5h8RZV8Pp9c5QAuPcr1BmAMTWTc6k+LgjIObDj55bdANDqgyV2hPf6ZPxLrUEnrl4Bjz8m+/yJnnAlh5FvPPtn4TL29jM4BzuTLr60wv32WAa9thnmb9fLgWcgDP7O/vN8AewUXWISIa+0ABLKwf4Mdl0Byo4T2c8EjW4wcHB3F8fFwAGIkLgCbAzmCHbP5yuT7hkVMaeTcfz66qKkajUaHd8fFxLBaLklly4HC5XJZ3aMLLBGIWi0WhZZsNR96wgawH60oVC9cBqBzIhXcJRAPevF+Pdnx8XK5n/Qy60TMkMXySZ8Q9KDs+Po7BYFD21HEa6O3tbaHrdDot77XDrldVVUpeR6NRnJ6exsnJSenLr7t427YVwC5i7Ui0ARErLUeXXdMLgyBMZAdcbmanw9ewiH4OzGJnkOc6Qk10Z1PGjvsz2rdBMQ0cbXN/Vub8b8OHAnAUyvfljB0OAJ/hWDMeG7/s4GcaWBEiiDlj10YTOy1+rqO4GUDZ4GWA4XWy4csZO/rJgMF/27Fse1YGNgZ4GQBsU2tzZMznnk+WG67LUcocQfYeD9aczcURTefW62Eg53ckZuUf0dxXYn7BeCCTXkt0hq/J4MD85nHm67y+jNv6y/yVI/YAnOzYY1zs9LVluRzl5ZnOSjgL4+vbAhH8baDNPRl0Z742EM5/Z8fY64Ceyrre+spr8W1sprUBN+tElNl8gJNOhDrrePfX6awz40dHR42yM2fVuAfbBu2xF22Bsoho8NpyuSxZQ/o0MMLm2kaSTfChJ7aRNNslnm++j1iDNPMLTrWDCqY59wFGyWKgAxivgxHWLznDZnkke4dsILPeN+71sv21rsotg0N0KXLNevBc+ndFkemQ/RvrHstWdo7bQG3mlW1pBlzOZGNDrHORM0qPsQPo5/39/eKkU155dHRUSuz6/X5ErCubIqIht4zHmXjWgGdaFzj7ij7P/OhXAfF81shAnvJmfpPtI2MGsEK+nI3q9XpxdXXV2KvKaZ2WGWw48z08PGwcPMQ8I9aBKAecut1uAVtk1B348imc8Di0dvWK9+1mf9n2N+LlQ7xsl72XzbLuwFa2mawdwI4fgDCZOsouAXSMmSwqZZcAu9FoVPYzbgquvEnbCmBnZeQIkh1JGylnf6yIDH7cb0SzJr2tzzZHxH14fHaKzbj52jzOiDWIceQx08A/GGDoYfDWBixyhNjPcAmC/7aRz3M1bV5FqwyE8rjaMnbZucvf5+dnJy/TuI0n6MvA1fPMP21ruWl9XzXvbXVIUUqWGZReBvCZbl4PZ4S8hnYO2u6x48iz/ZnLIOzomFe4Bv3gQIGdPY8dPrejZuPqjJwNgDMZjMtjY375PtMwO4n+zr8Zs4Ncjv63yYZBuZ07xmNatjmObUA0jy0DL1oGGnn9830GbTnIRDO4zDL8bWrIGc4jPITjkrNMrGEGXj6wA57NvJ0DWBHNEtper1ciyjh4OFgATO+3y3SvqmbQhsCeZcDOc5aNbP9sowwgkTWXGEdEKWky7zkASJaE8XHAjAGZ6cj9drL8XrHM49aJ8LH331mX2Zk1uHMmtNPpNA5y43u+c9CKtcDh45nIuwFgDkxne+3xQDuDcQPEDEqtA7ex9Xq9GAwGhT4EA+BxDtqA7taPEfGSLmIdfbqhg92ARLJkEU3wQmbbB+GxpsPhsOy9oi/6tVwBqOiXbJztHZk2H4pk/WA7Z/ki6EEQKSJKX+gCACOvT7Bdt/2nygQaeM7YY4I7lMTaf3Zw19UtyAnlnmQdLV9cyxzJ7rn01YdPcU3Ees96m9xCG/SjZaPb7Tb2w3HCOMB2Pp83MnX0Czju9/sxHA5jMBiUMkxAXVW9nzMatgLYOdpihcJC+ljyHF2BiSEe0UsE11FKb9xGIFFsKGc2kYKwiezgDFOvTc0u93vTMcYNBrKgMTcUjoEd9bkIKQLkjIWdUAwAffFMA7eItZKyM+UNr1b8EeuMnMu1eA59skHUfVLjbKciG3QDcP72dczDpWrwRY4asu5txskGKmfsvL8OB8qgwuANIdsEujOA3XYHtNvtFicmojnetvlhLLw3hc+IJuI0Zb5GXon4o+BRgOxjsWOE4TXP5/KpiGjs00HpMz+DCxoGx3xhQ27AxvozNjs1OcPWBgZp2VHcFKzwWOkrVwWgX7yO6DbTySDQoD3rkMyv+Xd2Cj2nHBhxkCPLG30gZwYvbbzZ1nem3behYW+sRxwBhg+djYlY08CRWyLX6E94ARmkrBLHAPvB59gFgwccPGwDejbLR8Q9n6Mz4E0OB2B8vh9b7ZI45oNMwJ/8NgjDkYMW3sPmAAL63sHVLNdZJk037DhHyVvGXYrs9UQ/kYFp0xtuDlQYSDDWHLxC3vkbuvrF6dDQ9gpaZP+EMeTMiO2fS2QNDLjG4HjbmmmDfSFj5ez17e1toQc+FTISsa708n5WMjFkvchScQ0HcrAOHJbkQ1UMoFg/HwRG+R5OP2WZ/G9bbf6zDZ3NZmUu/X6/EeSDh7ItWK1WJQvOcwB2lJpeXV3FeDyO4XBY+AL53NvbKwCV+SOrfjcsoKeqqgJqOD3UvpdBMTKNzwHQzLbHJbIRL2eVs72l2afHr7VcwefoZioP7FuSbeP1EoBBSkkNkuG5w8PDAuZOT09jOBzGcDiMfr9ffH/uf9e2FcAOY5UdEBtBGwmMWD7ONCIagsoC4ni67haFwMK7BpjFg1EMFPibMcGQBmMZWOHY0OwA2XFx335ejtJkg4AiZl4wiB0DHGw7FzzXQm+hgYY+2Mb0cLmQP0cJML6I9kMm/GNHl3FlPsgtO5I2Uq8Cdm6es8FBNtAZ9GTnx2Pd5sbaGhC0RZudFXM2z4qVsluDbztSds4dfIlovjPNhicD+ixf8GB2Mniu5czPiWi+N8+8yLOQAeZpmcmZPfpucyDNwxlk8b/lOEfSHV11YMGBkOxUsi44Ct407xdOZ7mg5SihsxH5sJh8rTN2uazLczdIbivtcvlLBrxtADPTfZsaaxGxPtwB55jodnYiDHJozkBkGTR/2MFhbV2mjNNo3Z6zvDigXl+egeML/9temMdwyGgGlozd4M7Ntov/nel08I0MBkDIAV0HLH2vgW7mL+bGHFy+RR+O9udScWiZA4DoLpxZgtVecz7Pdsy0IjDG8wFuPM9g3q88sOzxGTxof8aHx+RANM5mmw3+plu3243hcBi3t7flABEOzUGvuiQT2QK8dzrrgDTyR5YHHxFeg66cRMxeOF5tsFwui9M+nU6LHuZgFHiB9Yd/r6+v4+LiorzHDT4GJEVE2Rvo0xSXy2VJTkTES7oFWxDRPJnSumI4HJY54WteXV01Sksj7vn97OyszLvb7cbJyUk5idS6gARKr9crr5KApyz37Omz7vDhLTnomwNI/X6/ACZsqe2Vgz7MARr44EV8WQIjBJxJ/pycnBRAT0kuAI3g3fX1dVxeXpa5mNeQycFgEGdnZ3FychJnZ2cF0DGWxeL+JN+rq6t3loutAHadTidGo1FJYUc0Twwi3clCASJ48atfNjgajcrCtWXsSNcvFouSmWNjJozNNTA1ShUGYJMjx8KiUO3Q2OkygItYG/QcdWNDpzOBmzJ2vNgQ4+VMV5vjaAGxwaPsBcWEkbEC8t4NojkwNvNEaGh2Mpz94LAHFFV2eD2P7OhlUJYjwIB9g24DX/pwOQLPsUPjLISdjE0/OVLbBiC3pfV6vaKQGSPrYMcJsI2iMw8TPDk6OiqnPHW73eJcIUtE9ev6/phk18aj0P3OKgcmrMDp21Fu+JaGo4WxNPjiegwrhiODshxYsuNmHjFvZGfHmYiItXHhHujjTLnBpq/lb0eWaQ7M0JgfhjVivR8k6ymX40In+sXJdzkLRsq6xGNxQAj5awN33j9l48cawXdZtrIT7vFso6yhI7FFdqjQceg3HHNnVvjMQQ+ccRx/nDicVOhMNQsOm98B53X2u6Nw7I+OjkpAlDF2Op2SOfDplAZxBuAOxBoc5UAPvIeOpVQuYn2absQa3GY7hn3nmHYHOXgeWQ0HiTP4sTxj4/yKhRy0YHz+jSPNvd5PiL5Bnn06NzYc/ofWHtPe3l7JDFBtgoPpLJ3nBQ9Z3m5vb2M+n8f+/n5xHrGNropwkM7ytY1BS2xDRBS75veG4Wvt7++XEj18FSq+er1e8XEo44UeXE9WN6J51D62Eb0OIJvP543DT8x7lpWI9SmN/X4/Tk9Pyx49fNGquj/ApK7rePbsWVxdXRW+9frlDCvH6EesDyFBrlxuyWfwJmOOuD8xE397b28vTk5OCi2w9/1+Py4uLsp6OEgwGAxKhphx4UNiB12CzLPwBe17Qlv0KfPiJ2J9SMxyuSzrG7EOorC/dDgcNvxt5Kbf75ey7/l8Xk4dHQwGMRqN4qOPPopHjx7F2dlZAcVce3FxEU+ePCmllYB1/FKynLwSwRlmdAGnk75r2xpgB5GzwmeBQLYompx2tgPpKKgzdgcHByVNfnd316iddSTO6fa6rhvAzjX5KHIE9quAHYYXpna5jWngkjFnV5w9cXmcoxkoETuddqQs2AiN0+wYfJiR56LMEBTS934m5XE2+M6UOcPhU9CYP8LsKKizQTlLgwIyrfJeA/rM2R7miyJA0TFmxm2w5/W142kHOWdWtq3hfJs/I9br4UypjYbn6/Iq6G/AxP0OSvikN/O4ASOykSNpXG8AvcmpbFsT95vH6ftdosNzc4AkYp3RhSe4F/p6nJQrQ18AKXTz8wzmzPfQkrnYENvZMrjypnk+R38Z4NGQTfMx4zY/52wdBtPBFcuhAZkBPM4691veXyVj9GXAs43Ajpb3yFmeXMIcsQ6m2MnCSeX0PYMFovcEZDqd9cECPANgbsDID4EV09c8xHMNHOgr4uWDIgxSzV/WnfCeZRB5sH3f27s/gQ8n0FsdnMnC8To9PW2ALdt3eHE4HJbrKS9DHuB1HCw7jozR9seBXzJq/X4/rq+vYz6fNxxKaMVvz8MBXmjnNcLR9daHbrfbOHCBAz8sc3aikTfWcD6fvwTWbB8toy4ty7K/DY2xkpFmbvhS1icRUXgZYDcYDKKu79+RhuOP/8OaXl1dxeXlZeMExPPz84hY20BOsURGoR8ZmLu7u/LsTqdTAiR+p6NPMuXIf2SHky8Bl+gRwD20sPzn4CC2gKAQtsj99/v9uLu7K4DSgXz4jTJRxu/MoLO/TsbQ0C/sKUOPwdeMl7leX1+XpAMJB+gMkOYkz+x/4PNjd3u99SEx+OBk20gO4ds/evQoVqtVPHr0KD799NM4OTmJ09PTOD09jcFg0JgbSZb9/f0YDoeFL3784x/HeDwu+rrX65WAG+sFWCXT7EDcu7StAHbZOYloZj1ypMjOR/48Oya5zzZH6HXG9rbRqny/x7JpDm335rnk8WeHMv+96bOvevabXvu27W36sKPn++1MvopX/DvzW+aV1x3zu/LLN9kwIs6S4jybB519yVFygD1GhWsdAecZBo8Gja6xN4iiOZPGeGgGCs7w5HvtyGbQYFnyWM0r/mFO/DbtuN9jznsIAG44coBg+nYAKCIaYBp604dL6/zj+w1Sma+d9Ygoa0vwI2fITHMCLAYwLm2i7zZgx/NddsMYXWEAT0Ej89w2BlEACjggk8mkBNIimieVRjQzxOa5LBd5HxS0dmY5Nxw+R7ZxSOxUOVIPbbnHGVbrhCwndqIzn3Cds5b+jvXFEXLpKE63M2beNgGtDJ6Pj4/LUe37+/txenpaqnZOTk4agVPPw9kPAzuXIzoLA/AkC4czbHDkwCp0hc45MOEyUmcgMg390nf2MmVQN5vNXuKRtuc6GM665T1D2ypnZFjquo6Li4uYz+eFHpYx+MgZpYh14Jo+AHbo4slkEtPpNC4uLopeBMABzPgMJ98llRHrA0ZcNhzR9GFytpS+jo+PG1UTlOASXCfB4KoX5kHGlzHA6xHrMv3RaFQO83CQngTKw4cP4/T0tOwDA7DOZrMCqo+OjuLu7q6cponehm/JjiPTw+Gw0IdXPSBvDtoS/EDOeIWKbQcAzXaT+1ySzLXsfUMmmQcgkPfJHR0dxaeffhqffPJJ2ROHvqD0ktcaUIaJHXz48GFjD6Yr/tAtBJCgJS+yfx97WbcC2LEI/OCYuVQOZYfSqap1XbqzLU7vuhYZhoTZQfB+blbEdlJy1JlnO5vGXGxwI14+TY752fAxH+YWsS7zsLGlX9PKRtdzbnMqLXDuh3nzPOjttcmOmfchmFY2IDhtTjmbjm3GwiAhO+3+34qTZ7n0ASPPtbS2edgB5T47vF5r98v8WLNtNH5uGCCi0xHrSLsBidfA84ZPMQqsETLlqK7vh37mbaLRRP9Wq1XJjjvSyBgzwMw85wi4QanBArxhJzI7yhlwOhNgMEc/mUf9G1pxwItlyX1n+cigzOAOo0A1AmPB0bOTYtm0zoxovqzcjmNENF7m6zXdFGxz1smgzuvg+eeMHY6IgwoGyTlwlQHgtrXlchnj8TguLy9Ldsz8CyiwPLT9wBN2PiOa2TLWlbLDTqdTSu6sIw2EcCIZKyVl1t04oqwf77+yHFimI14+sABQ5eyZX1MEv9j2ZRCUA0r5h7nzv4NIOPH8OHPvgAo6ysDUmTUcruw42gm1PoEGtt2eE33AEzR0IvQBoFK1xJidoYtYv9oBWrLPjAyW7e7FxUVMp9OXbKfHwPzQ61m3b0tbLpfx7NmzWCwWcXJyEpPJJJbLZSlDREc68BTR3EfvNcgBFr/4+urqqsgapazYN7JfAC7AG2AGcIwzj14gi3Rzc1P4Zj6flwwpNL++vm5UpjFuB0+ZE/vbnOGNWPtH8CBlf2Tijo+PYzqdFvBERYDt+3w+L2DRwJFSV97hZlmOiEap48HBQcmwV1VVAhB1fV9hN5/PG4FTxoDOQ49gM5hbtjkAQlfDIBu2S86MkgU9OjqKk5OT+O53vxuPHz+OwWBQ5jidTmM2m8V4PI6Li4sYj8cxHo/LGpDdQy/ZjttO4hdwgibBvxzoeZu2FcCOqJwBmiPMNkYQxJ+ZwYlO4KyxqCyaHSSYwyV79OlyIJek+RqencvKshPLZ47iuwSDa1x2lkszIpqnjzkzQv+OopqJDLa4v82A2iib3o76bKK9P7dDztzyuvpe5uY5RsRLCovnmy+yI24n3crBESB+27BZYTpSzrW5P//PdTmztK3NyiWDB/NYxMsvvs4ZLmcW/L+BkqOSlg+cJuSPqBnrSgTPkXX64Fncg+K2HNqZilhHRHNmwFE1j9eyZqcSXvXn5nG3HOzIwCgDFqL/5k0cY2dyMKIer08PJpAFX3v8bjaC0NZ876CF6ZIdeI8/y6uDUTifDizwLAO7LFv++9vQAAOUeMGb8HQuUaLZEYE/cTBxeMgO2WFzcI//DZz8Pc1ACBAHPzhbZLuMHs321HaZrCLfswXCn/EM1h2dgPOVx2yZj2hmls1XzIfApDMPOKw+SMY6iiyOS2Sxgc5YdTqd4lDyP+uEk2s7m59Ds+xDN5xX6NvpdMp71LxdxYc/EGQDXJCJdYmZ+YTv3OxvmT9e9f22NPQXGQ/4D31CSTM6MSIarzCIiMbeN5cSsi7QwuCs3+83+kSe5vN5eeecs7+AQp5jUOFT37N9ZY6Mje/IslE+Sb+Mm/usO1l/yksvLy/LXF2uy72URDvQTfaaQA+vRHCiAZmk/HB/f7+UMN7c3MTR0VHRF/jQ+ALWY9hfdAGZaoNO9BTr1O12G2d1INfwQq/XK4FR44STk5MYjUZxdnYWo9EoTk5O4uHDh2X+i8UiJpNJfPnll/H8+fN4+vRpXF5exnQ6LXv/Tk5OSkmrS8mxmwR4CcLxagR4N+L9yNpWADuU+9tk7LgXwcsZu4g1sEHYYU4WK2fs+NtOiR1drnEWx5FYG9SIlzN27pvPq2pdasL8DcwiXnaSEOZsxBEuZ+yyE/qmGTvolu9x1NSfec+WM0Csk1PhbfyQM3Z2sGltGTv4x445zonvy/PwehlM+j4+h9YZTDPObW6WNUebDb7csvPNbzuJ8Kv52dflyCL98pkdoAwquM5ry99eR5eqtI3bfOiWwWpbZC0bxxwZzPTKgQzLLeNFTj0ndABrk/WRn+E+M4iCZ50xtWy3NfM+/1t3uBnsRbSfIpv1neftOZpeztp4TWjfJnC3Wt2fLgcY82EdOBsRTTrj4DsoZrDgE51xuuAhOz7oO4N7dHKWC9YJnsHR8r4PAgjeq2f77P5shxaLRQP42T4xLoNQ8zpgCjsGXcyPnU6nRPuxy2RWyFz6pdU4/IBu5syzVqv1ax34nLXkeeh9H2aEjXEQ0bztoBbziXi5DM8nIDp4yr4c8z/ZE78gGtDhkkBnDNBXHFzl5rLwbMs26c5taDkwzN44fD3/zymT0JR5AgzY03VwcFAO7IP3/TJrnrO/v19K6Oq6LkGExWJR9lliX5H9iGjsDxuPx+Va5Pfq6qqUByJTDo7AfwAIMrk8G/m17wTYIdj0/PnzePbsWUwmk6jrOh49ehRVVcXDhw8L7W5ubuLq6ipub2/j+fPnjawisofMPHr0KCLWe1Hrui6ly1zvQ0+yXbG/Z//XoCjrDs8NQIp85rkzjv39/XI2BLxQVVU5uIayVNa/ruvyLrrb29t49uxZfPbZZwXcTSaTomvPzs5KVpIMqF/pBP39QyAGmhG0e9e2FcAuYl3nnB0sK0c7W/7MDmnOOOSsAotOZBlDtemHljMV/snZHBsyxpAdIc/Z/bf16zkbQOYsoEEvz3XLBqptzO7f9He2IDu/9On1cyYyX5Od+UwnBHtTdNPX57V2H21ZJoN009kOsh3VvD5t/ebr2hz+bWk4jz4J04All+nBVzkDmyOKpr0z26a3M+MO1GQ6Zv7BufX4ibDinBGRs1wYpPB5RDM7m+WO5msMMn2fgacBaL4Xpd4WzGCuPN8bwHECyTDglEZEIwqJM0lGgnUB8AKkDNQynewsIye5ZafPMmC6ZBoafDMWQIZpkUsxeQ79ZvDvv7et1XVd9k44W4RscKIzpXLQI0eecUz5m+qJTqdTDg8DyLCu7AsyaHJwLwenyFJlu0ijdMkZbvjVh6S46oN1tdNlh8vBWniCwwOm02nhGfp1NQH9Ap4dMMABYw8UJzd3u91CLzvBBCAd4W8DaqPRqGQZcKx9MjWyxPoRpEV3uBoAmbCdcUXMaDQqNGYfFWDPwJy53t3dlZchX11dFYfRwTsD/ul0WgCf9R762RUMbXZ6mxr8M51O4/j4uOhB+AdHmesA9WSS0Tcca08ZI7p4sViUd5ZNJpNCW77nM4IuZIOurq5KSSbr2Ol0YjqdlnF1u92SefI7gDkoB/5gDyV7OM07gC3kDF5zQNo+Llmj6XRaMk0XFxdFltlHZlDsDLAzndgeSivReegi5N4lpABO5NYVCj78x6+rAPQhqw6QAYZ8iExENAIeLs1mTtfX13F2dlayiQ8fPoyHDx+WA3Wgx3K5jOl0GvP5PC4vL+PLL7+MH//4x/HFF1/E+fl50TO88mIwGJRTSyeTSdn/SYUNOoNAEgCTQ2n4/a5ta4DdJsNtJ9Jgz/cY/OR7s/Pvz3OE3s9pG0P+2z/5GgMT948w2Ajma/J8mZfnsunZm+iY6eVM06t+2vpuo1HbOrat76Zx5PXNa5efkZ+br2njKdMz04A+3OywbuLH/OxtdjZpzDMDfX9verm0kc9dahnx8uEH/m0HKYOonA2j+X+exfOd7fC4+G1HM/fBM/NzMt9moGIQx1icaeB7zwtaOvPmTFzEOlOSs17044wFwA6HGODssjgixM7UObOS515VzUNu/Ow8Fgeashz4foNyR51zFtbALoPj7ExCG2c7NumabWmmB04eNATsOVLtfV/Wiy6/so0jy5OP8z84OIjLy8uGPDh7UFVrAAIvsyePaDHvqiIIA2/hqNGPdYNtHnyXM4RkqA1E7bgBVJCrHCD0Wi+Xy7LnB8cd+bIjlwOJAGmcUE7mcymc+ZU1wNEzCLOD5owzY2V+OUDhgBprSVYF587Rf+tsxg8gdlnd5eXlS/sBfTIoAJq1gi8YN/zD813a7rXclmYep5QwIgoNmE+n0ymHmiyX66PwyUJXVdU46XG1WhXgBtCyHuSdZNPptNCFg3oYD/si5/N5VNU9cGEMyP/5+XnhcwAjQTz4Mft/gC70BoAS3iVgYaCD7CGX8P719XWMx+OoqirOzs6KnWEOdX1/YijA5MGDB6VfZJ652hYh5xFRsuqdzv1rjgBX9iVMt4i17FBi60NPXAZtWWMdoAn3V1VVQOH+/n5Zp0ePHpX9q48ePYoHDx68VMaLbE0mkzg/P48nT57Es2fPYjweNw5dsW5cLpflHrLjztDlIB4ncfIKk58oYAfTGfBk58QKF4XJvSyqnSf6suF0dI9FyGVd3Juj8bm0ySVOdhr5sTPljIcNgT9DwLPz5H48DmjC/JyBQch8jx2sV83FBtcR97br22jE3xHNDBbf8YycvaB5fP7eWVB/5j4dJYWe2fFjHKaj1wsF40yGo9jOYBlQsGbb3DzPVwUI7Ky1gZyc+eRzO+aZPxwlNuiyQvbfdsJYi6pal8f61Dbk3s6vM2g8t40eHnd2RM1zvt9GCEc3Z5ntUNIHPBqxjtLjPJn2pgdzhGbeT2Q6Eg21zsvrlteUcduRtc7xvHIAgzHnwBrrxLNwnnKJewbD9LsJtLU59zx32xpRWnQQUXfGDtDznouI5oEdWR4imrYjf+bSfJ+GiP1BbgGKEU397H06BgeXl5fF6XVQJmJdxub1zPrf9/C5nRvzcuYRZ5w8ZmegTHPztksmyTbi5C0Wi7LHBX8AgAtAxhk3CN5kU9oCXchLHiO0xkaRZTH9rHey3l0u12WX8/k8JpNJXFxcFGDnA27QTR5LDlDxDJxyv+LC4M46YVsadCJjBRBmjg8fPozRaBTT6bQAXGd84E2ArH0I9mF6/vRLVh35dYbJB4tkXqyqqsjWYnG/Z4tSPwI0ZKCGw2FZa+aKLQAIErjwXlzPi2BJRJRXL/BDGaGDAOglgi+z2ayhh20fsZfwkrPWZBe5xjaBU4K5D6DL39CP5r25BFjsT7J+ebtNr9cr6wK4Pj4+LjLggKlLtRknAPjy8rKUrlJ+OZ1OS7bOsr5arQqAu7i4KEAOeXXwh/lyei/7JZHZd2lbA+zaDHpWnv5s07WbHNX881VZLvrKzuCmvjaNMX8W0SyF3DSf/FnbNXkOvuZVWa5N9zA2O6j589dZh/xcO7b574hXZ1Byy3TMzvSrHMG26/ncEdS2DJL7/6oMnee4jc3RWjvlOYBgYBGxpqMVNS0Ddz/LThvP9Rgi1muTHaQ8PhsKov4ozGxgaBjYLDObmnkWw+EyTvNVLrHKNIG3cAqhAQ4ra+Doqp27vDZttKU5k0f2B1qYJm2AzMCCvvOzHbyyPrDjnh1/r62ztVkHtt3Tpqf8O/+9TY21I9pPyY8DaFyXA2KWvfz+NMsSPJ8DEABFeIvyNN7fRRkaz6+qdRDGMk4/s9ksIprvOjPdKSNz9tnOSQag/jvrY/Msz3H5J7zsDBRghLmbfoA5xhWx1s8OHiKjDhI6AGUgZDvobKjLWF2uCvBgPDiNmXcN7JxxsM5wANqHpfDbZdeMsc1HcVUF/MA7el36Z2BnPtyWxjwPDw/LYSKc6GjeJkMFwLLMeX+2baLX3nvHlstl4z15HDzCPr3Dw8OYzWZxdHQU/X6/8BuAjWCCS9Jvb29jOp1GxPogFzJ2i8Wisd/P8gQvATbdGB/z5NATeIT5UUnT692fwDoYDGJvb68EdIbDYSkXJNsFwPT7DeFT72PLQUlsOCXoyEfEmlddcuox9nq9UipKQIh5HhwcFBCKLPM384a2ToTAQ5kPoA9z9OsIDCjRPS4V51UIAGcnDwCOyNpwOGwcgpMPTnvbthXAzkrWzgL/O3qZHU4UHp87CxOxNlA5MmgFmv/meXZ0PYbcjxkpO7+0DGKyY2xHyUzpLGWmledvh5fr2owon9kAet6mhR25TPv8t+/Lc0OxZQfV44F27jsbXM+Je0wzX+9rMWBt42ccue+8ZhiJfI3HTl/b3gxUTGeAQcTaCYJWdgxy5of1zpk4lLZpnuUgO3sRUaLXzl7ktch88FWgjXswPv4dEQ0+89jt4MLHOQtnA9UW1GBszAcwiEF1mWgbTdAF/I+M0SfPzFk88zg0sF7Jhs3GDuPnsfh6AzhH/j13zyU7xKaXAZs/M8+9Ktiyja3bvd/TtVwuG2VcXj/+zvbMawD97IjxP585o5UDcC7TpfTMzfRnHHzGgRMAE/eZ9al5gzFyve0DzhNOKtkyTtnzMe+cNMf1DgYgOzzT9PAPcgs9kXnkHtBLpuD4+LgR1PF6AghwXjlcgeugre2Fy9JyoMI2xZVEHLjgcm30LACD/Yi8R4uyL07Wc9aNjAg0cLDHGTroQCDCe6QAmdvWOp1OAR65bNSAmOwWeoTSPniL7Jz5mB/mDiiHLwk49Pv9ctw9pbSMDbnkeRHrQAhAE7AEsON6Xp/gsbIW8AdywQEx8CRyBj+Rxb+6uorxeFzKK6lc43mMAVntdDpl/1p+uTYAMaLJ+/YFrM+RL8uuq+3gbzKGyA+ZR3wU+DYHmXge2bFut1t+Y/OgL5k/fI2bm5tykMxyuSyvCnn+/Hl8/vnn8fTp03j+/HnRhwB6Dl05OTkpgPj6+rq8UsQ0QQ8D6gaDQQyHw/IKCLKt70POtgLY2fGxkXeGpS1625Z1swOFIjfossPQdm/+v+35Of2ax2XHxZ/xd8Q6Mp7H4j4d8fN4TKvsIPG5AU7E2hnjWaZPdojbnt1Gr7afHLFv6zevu+mSAUKeZ47st9HMz8wOYRsv5XFuWrO2cea+csZj2xpKLStD1hnDmHnckUyXXBj4tTl/PMd/m68wEAYP5kuDHq8DvM34cskRfeGU5jnwPQ4AY3J20g43Rs790XIGxn/7Ot/P3Az2fJ+dEuZqEOo+zX8ZADoQlPUR90AD9+mov2li2vp6B5e8Vg4a0dp0aW5ZZ2f5dHsfEc733brdbpyenpbMGU4a68AeKdPGwQTLGoAMB44sFNdQ0okzjnPEoRt2anDY8rvJGIt5kiwNe4VwZsnksLbwLvLmPV0OWNhZphmQ5Xc4We9T9uQDPSxDOQAMz1PGBgDmXmc3Tk5OCnBzlsTBHPr1oVNku3CwPT/kwSWWlkFfAx0AbT61cj6fN/bW+rRSDudh/45BPk6n3/vlIAv6kPU0UMmg2Tpk21qv14uTk5PY27t//5nfUYYfAYABmENHDr6BZ81TLm0E9Jk2AIvT09Po9/sNGpEZByyxx8zl0dB/OByWd97BQ95r64OzKDelbNE+pjPEEc3AfkRTD2NbyNqz9hER5+fnMZ/PC0CJiLJHkYNl0Ce2WwaRnU6nlJsyj8FgUF4ngD4DCDN+762Fdg4sRkQpVyWwhM5yQsfZVdYFunjdyRqiX8wflDmzr+78/Ly8+xEeMDgDsAISmb8rcly94VeY+CA0aPjOcvHOPbynBlO2ARv/RLz6VMz8mQGBhQHDZUd20/MiXj44wz/ZUeMZNtjZKeW3gc2rxpAzBTzP/28Cj7ScjcjPQeH7Ozvtfs6r6I7g5TH4OV7nTCccxFcBL663E5T5x84hnyPknoNBbl6vtr5zvx7PVzmh33QzcMIJgIZ85vVmHj5tEcff4M1OWHa6Iu4Vt6Nd5jE7RP6BD+yoMQcDDwzCarUqBi7iZTnINfWW/7yWzvqatx3ocd9tAIU5mmZ2sN2fjRDOLgaKzddcB9D0/gnGwPxwXM230MR/56ARY8tOcp6XZcw0siPvdTB9NwVa2nTDJpmyg7yNDfDAO8m8R8uZuTx/82LOlONwGpDTB89irwnRaJz1/G65HEwgs5TLlHACGQ+82emsDz1xhp25+zmWeb63LYYWOMSAUzIjPiUUevI7l0IajLnUzcEZeNSZa8ulwa8B2Gq1Ks5gphOfeU1cgZQBrT/jmYA2jr830Ga8gHGyOC7V5VpK/gB20IfsiINtgBXvPbMfk8e5ja3X65W9SQCr1WrVeDcjZYY+WyHbBes0BxfR3X53IJkx9vVdXFxEVVUls5f3blEC6awfwIXxAB6rqiqnKRoIUv6J7DEWxuWsj0+GBbS5ZNDvwTQ4sS6CF3iNA5UH5kNXuThQym94rNPplBM8DY6d+SM40el0CghGftlucXV1VXjc+qiqqvKaD4Ie8LxtNM3vvkXW0XHwDq+FOD8/j/F4XF6FQdDk7OysvIyc009ZKwcCAOiDwaAEySjZJcjuec7n83eXiXfu4T21NqcuK758DYav7fPsnLCIX3Vd/jwzbZsDauOW+7Jz7HnasYtoRms95k1jYIxtdILBaHk+pkWev+m5ydFro0cbbbhu0/WmB2Pi+aaX5+g+3Ufb+uZnu89MlzajS58R8dL4PCY7WjaG29oMSjzOHFzgOwcu7BhsCiDkZ9kpz/djuHBOMkDy+qA0c7lvBvL+rG08bXzB9VbMlinLWqbj6zwP2jqwkB16O5gOOESss2ZteovmLLfpmXWZx577o+HUQneuZU0M/uu6+e4gzzvTMI/ZdMg/OVDT1vKabFNzVggnH6eH0iqXxOf55+BCzlbhFBF08eZ/75GCPs6MUX4FnxhER6yDj8zBgQL6s5zQLDdEn3kun5ke/htnCDnAKTJvQQN+vJfUuhi+zUAGJ9/AOQdWsr10Fm0+n79UKtXG5+gS1tilocyZNbEOhDcc9LF+cNbPhy9ZDp1VNUCDpl4/A13mmrMNDihtWwNMXV1dNWg7nU4LP93d3RUg46AZdCdrAkgio8O8zYvOhE6n0/IdJcPmN2gJn/mAHvPebDYrgJBDiqpqvQ/LFS0+1IjMGgCirtfZJB/3bxuyXN7v/xwMBrFcLuP09DSGw2F89NFHcXh4+NKJk4CkiCgnyAL2KNXmYJLValV0UcT6XX/QkOdbL9oHqOv1qyigEWXJZA95fYx1B7ICqGvbb8o1fMaeRTK6db3OlPL6kMvLy/Jahm63G8fHxzEcDuPBgwflnXecqllVVQFl8/m8AEXWkPfaHR8flxJp63DoPJ1O4+rq6p3lYiuAHUycS35MHL+AcLVaFabx0cN1XTcEmMVy5AGm6HQ6jb0PRPuIEOZ3Cfl0LD8bA0zUhB+UJH07u5azhVzDYjvVTskL1yAEphPjdHTH5RQ2VoBQZ1oi1id3ouwd9cdouD8ixDaCPnXKpXH0kYEEnzMXGzCPK0d4aY5qOkrsaDH3mv657MzONp/ZGBJVs0PhqKbp2ObsbFszKCJaiQE0T7tGHnqaF62cDCosM8gacgrts3MCD9kw0B+NvtqAZF47rw3jdWSW9wT50ANHH+1UMz8HYsyjHmcOWPC3jZcd+RxgMYjifuSR5+EE2vHy3B2QsLNpYOeWHcYcSLGeMQDg+dY1WR4yDfNY8rVeSxzOHBxoo/82Nutk9CM6Fcff+sXriT5zmRz9cK0dd67FAeE497quiwODHGYQZH3I2iOHrAHP9/p7HNaHWf+aHvwAYvhh7N5XlB2yiHVZmMdmG5N5yGDNtDXvWl8b+ODkOXvurBf3ZnDmTKDl2j6Bm58PbeAPxsGPZRhaco2BGkAk4uXDmPiM+UFfMoU58JRpu03NwAjgRakqPFxVVTnEBEDH+lG2zIu+zefMHRnED+Va9uYBDAEfADRnx6qqisvLy8b+TvMH8gtIwK8hA4+8wo+2u3znd/Zhs3u9XgGq1rv4vpRIen8Y4yIrybH+7NWzPoJ3CEjAVwBV/Hr868ViUbKrluUsRw6K2P6Q+XSGjbHkShbfZ78POXFm0fohovn+O+SQVyU8evQoHj58GMfHx0XHubx3uVyWwNpgMCj62O/8BIBSojudTuPy8rK8M+9d21YAO8CMI0IoGFLgCBfMyeZl17BHrEvGAIGO6PndQQDGiDWo8aZYjJMBi1PrFqJNwM5KNwM7G0bTwH0hrBnYuQwNpsKJ5lpnj/gc2hlQ2vAiRNARJ4T7fEQzdLDj4pIOjEp2fjEQVmpc91XALgOmDOxcfmRHycDOETXGlJ1Ggwf4qg3QGQgzh213NllHO2WUY9pR4Fo3zw2ecBYBvjRfe70NdCKibKY2mIH34SkMAv/n33aauD6DNQMfvs/vnkHuDF5ML/rO5VY0eDFnpbjfxsR8zPPsyJlGBprMxaUwBkHIiZ06nmnZsxw4yuz1zuWCbv7MMpwdQj/LgaWcoc2yZnp8lUxtq7yZ1tZxOTvC3233GBxYzqzbHVRxsC6fkIfjS2YCe+F1sjNl8A4QzFnHvK81B77MC4Aol39bfnEYsc3OHOCoEbh1MJRnIRN+px/ZSWjmEjBnu+BN2xn6hdaUhrFWDvLSh+0yNIG2pgPfe/7wsR1cB2qRa4Nqz8dr4cCX9xrZdtpnMi9u0tebgkLfdKuqKo6OjmIymRT/jZMcbfMdBLFNN/Ci3B15st7PAcyItf06OjqKk5OTIj8AAECfacnzKBN0MM+ljldXV7FcrstKHdS2T0sWyPu8uNbPqqoqhsNhRNwDVYK40MpZX0AT+xcBZy65tl1ljBFRZIvAIzLNfE13B1gi7vkMUJNfcZQDxtZ/+AiWa/x/yj1zA6iy7q5kwGYb0O3v379vjkxdv98v2dWcOGGd23Q9/6OrJpNJ4x2UvDT+XdtXAruqqn4qIv71iPhORKwi4pfruv7fVVX1ICL+UkT8TET8ZkT8k3Vdn7+4509FxB+PiGVE/LN1Xf+1r3jGS8DOSN5gytkhonwGCaSTEUpn7KiPxXC5zhZg5U3ELFYGdt63EBENB9EGwYtsRe9ooaPSeT8GEdYM7Lw3wv1YELLxt3PlaCfNEQuem4Edgmxgh2Ch0BCObPTp306M/7ZjAD383esAO4M6AL6BHf3Z8Nnpd7+mHd/bkXDE1s7n2zqaX4ec0XCeshNmgGVHH4XvyGE29nYCzOsoNfODwYpfVIrjZjBnJ9/ji2ieFmfA9YI2jbU1j8EPPjjAJ2RlYOcofI6SQhu+M82gNcYyg5Q23mnjo263W6LJ2fHDkBnQofPoxxFbPsvRe/qktTmeGQjkAJUNtdefdcn85AAP48iO8KtaW1DmddrXIWsGzNgFovjIEgerGETbCYSnuM7yZJDhyDlrwH41HzXuoAfy6HJHl2q6JIygZ0SUjAcBCuaTgxrWmw60YGehUcTavjDmTqdT3tVFJoB9PqaDA1N1XRcQR588D5uJbrFOcVQenyEHi2nQCv1A1t9Broj1CYHIalsQ1WA5l1Iie8402qZFRKk+ss0z3zEfr0sOujhAZsfUvsK7ALqvS84oK8aPJPsEcKGEEFl0YAoerqqqZCw5kAaZQH9fX1+X0jxsFcAS8OPAASeMRkQp/wMgMC50QUTztMxOp1MyYPhWlCkyrmy7CZjlABu2gBJMwCY+3GAwKHvyDFYItrgMO+sfn+K6Wq0KqLWdIAtIlmoymRRZIrvKnCyryD6NubPX0LRC1xrY0ZcDxbZX0CX7ravVqgSckStA/EcffRQPHz4sJ4X6sJMcqPKBOD58DR3LPj5ejXB5eVmyo+/aXidjt4iI/2ld179SVdUwIv6jqqr+bxHxxyLir9d1/UtVVf1iRPxiRPxCVVX/SET8kYj43RHx3Yj4d6uq+rm6rjeOFuZ2mhql6BQrC8gi+khXFBCKmnsj1oYPBYBR5X8WgR8vTI6owYAYW0chcPCsXHm+Sz7sJDt6xDwQVBjPWTgrbZds+Jm+359zP+Nmrj6hDbpjvPLatNHKzi+/MzBzpsVr4vlnQ28gGtEsGaLZgeD5zAGju4nXWOc8ljxuxuT1tXJtc87tOL9m++ByBg2n02nZwEsgwYCobQ+JaWxHAOPiMgo7TtnZ4xoDS0cZCWqYZylx8PHByC3GxdlCgzU7sxHNkkwHaFzq7QAD/OLIoEGngSDXZafQ0XDzW8TLp1hyVLMzEL1erxhHnkMWA+Pvjdo0eNNrmNfU/xtUMA/m3wb8HbSBvgZ5zIvxWjc7SJDH8CZgzc96g/bBZW2xWMTl5WVx8HxKJfyATYtY6w07InbOcFgMrKA5jgU2Dr50gNMBCNPOgAsezBFjSrTYw4IsGGwxvuxMMo8c3HFwgLE5uo9D5Pu4x36Cxw4N4OGc5YJX4Mebm5viPFKS5z2LOKO8xwowh35wuamdSwc1vE4020EDPwdELJ/ZntCfg9927ll3dIkDOlW1Lke0PsJ2wgPZJnpN36B9cDlj/cbjcezt7cXHH39cKrkMoIbDYVlDeBIgBXBxEIR1Yk/b8fFx2ceX94ix7wubwqsVWAsCiIPBoLymgnVbLO73B8JHd3f3743Mh/4sFouy99LBAPgAOuCbODuPfiTLBN94Ty6BFZ94Cw0odWW+0J2/XfJrfxkdzwvYp9NpzGazYtMcPMcXZ38bJagGXIwZvkQPOCEBn2KLyRQCEJFLB4G85uZ3B4P4u3oRKGWui8Wi7KvzSaAkiAxAbbP58X3o1Vxt8TbtK4FdXdefRcRnL/6eVFX1dyPi04j4wxHx+19c9q9FxN+IiF948flfrOv6JiJ+o6qq70fE74uI/2DTM1CYNvQ4MIvFomTavKfLpZgR6wXxkaxch3JF0FlwTrKJWANCO4V+Fo6T3w1DxI4IaTaSLL6jA8zNRidinb1wxo5rMvhBcGBk5mPH2oDIitrMbsPAdQiGM3Yv1r7xPOiAgEWsN8tmIx4RZU2y0ULQuN6RTANUG0+ao8+OauKw54yC58HY6Ndg1HQxkHOEzGvteb4tsPs65Izx5VJFDEDO3NlZcZmIP6POnL47nfWxyA4AeD8e/OKMdxudcXD9mecB7zi7ji5xFg759H4l75vwQRM084vHwVgMftFbdqAzj/v/TQ4cz8r7k1wtYGMKn3MNa+soMM6CwWREs9TSwTHG41I46GrH1fwCXfydwTw8YFBnYMdPDsK0AbZsIxwAe932dckaWQSAcdZPGH4DF3gW0IfOHA6HZR3gP45Zd2bGGVMHKHDazas56OLgDuNBNjudTpFh5uP3v8GzrlypqvW+n/xONZ7lUin4C1k30HeQ0sCIa2xvmYPLJE1nl2c6ku4fA23WxboTGeN6+rYtdVCIz1kHeBZacm8GUMwDHYYjnm0cNAHMAVYBcW3ZHQeKc5DT/BDxconn67SvQ86g/+HhYTkI5OzsLFarVUwmk/Lusb29vZIZmc1mcXx8HCcnJ3FychKHh4cxnU4Lrz569Khc1+/3yz403ok2mUxiMpnEanV/YMf5+XkMBoOy/24+n5dgJNm8u7u7ODo6iogoIMP6MGK9j5WXVXMyJsfqo5PJHhm8Uk5pv9HgDl3jk16xIRwIBJ8Q3OGexWJRsp6A37quCz+SAWQu+K8AVHwBv3i82+0WoAotLCOWW3QKn8HbES/bMesdZ86tE1erVcxms4b/uLd3/z5CdAHjNu2wzbyA3GAN2YlY+w4OrBBoQSb5myCuKwC+FmDnVlXVz0TEfy4i/l8R8fELwY26rj+rqurxi8s+jYi/qdt++OKz3NfPR8TPR0Q8ePCAzyLi5b0aOTKVDZej6/k+/29HPfedf17Vx6s+5zvGw7zs8Pg5GIm2sVjJc192rvJ88g/PzzTy52b4Tfe/as44E/l7Wu5bPFC+z5+1rXWOOPu6TOdN39l5aHNYv6rfzI/m13zf27b3KWcv+iuyRp29x/yi79axOBLO75wpg675x5FgDASfmWcc4ECJWlHzElbkx2POmVaP245rvt7RTq+rAyKZHyyz3OtMrj+z3NoZBLxl+pouBpIR0TBsjMnl6aabxxkRDf1i48PYTBNnU7mO+3Ac8zy9Vlzvfg3snNE3MDat3EebHOX1f1NnM7cPZdN46bDXwrKT55erMqC333+XactaO2DGM+jLwRsf+GXAxrVeRzv+zvzZ4c/Zd4/ftgGHyIeswPdtAZAsr/lvgzT+bws6vFiTBrCxrjAdqqoqVQw+Ch4aGyB5vDkblu26Zb0NmDrzkfVZ1tFumZfIbhjQcdCEfQ5XV5jmEevsN+O2PObA2pu2DyVnJycn8eDBgwZwcHAEcAFdyIAxf0ruOPWUAIYrEMxP0NEHXMzn8/jOd75Tgi3z+byhiyPu5SlnuHmWD/wgI+6gA9eQVRsOhwUE8B68/f39cgIttmKxWJTA393dXeOVEA7wc4AHAcDpdFpKrKkyAHiQwV6t1uWKzJVqIKoU6I9kSr/fLxkurndQBB6kT2jFfDgTA9CFvFjPeu+wq2tswzgICX3EXNFN0J/+eA0EcjadTmM8HhdwmYNBPJdMnCtsbGuZLwEygl7M813aawO7qqoGEfF/joj/cV3Xl69wXtu+eMlrrOv6lyPilyMifuZnfqa2ILSBixdjaBj97Hz7mrb7XhcE+L7s8L7K4d8EXDaNc9P4XjXeNiDyqvFs+r4NhL3OfW3j3vR/bm1z9/9thqxtLAbCm6L8ds7bgFfbc/I4Ns1l01pu6vtN2vuWs4imrH3nO9+pI15+jUDEOnqMwnUWB6NnR6Kq1tm9HPXFocKJdxZd42o4f84QGNig3A2O7GQ6wozjwn08h6w9zp2dx01y8WI9Go5XomsrIPaaZefe/bTpFzt/Hic0oG9n9PysTKscOMKIOuMBrb0+7tsZXNPFTo+z6nby4RHPJ4+Ln5xxyeMwrd5FxtTHB7Np3/nOd+qsD2zkva/K2wYAytBiPp+XKogc8GA9zcvdbvelUzCpTHGJofdmOmhWVeuT9xy8yYES84KDNzifzi45i+B15m/GngMMzjI6w+ssGDLUJouWafqwU8XYnN3wu99y1o0oO+CYvq1XIuIl0Mk8HUhsC1y4YgYZYmw5G2rwaP1tgMD/nquzcva5WBvruqzH3lbmPrScwXtkSM7Pz4szzth9kiI8g9M/n89LmaUDi1SRQWNoOBqNYjKZxPX1dRwfH8ft7W0MBoNGNr6qqkZJM5ktVzO54uHu7i4mk0k5Mp/1JiA6m80a9KeckTUFmFL2Tb/M1VUyzJPPocPt7W1cXV3F9fV1DAaDIi+MnSo5jvPf398vf0esX+/gIJADgNC+1+s1TqTv9XoFlN7e3sZ4PC4+AFlOByopZbUvgVwgO2Q/yYihN6w70IGMy3bK+w8Hg0HhoclkEsvlsgDcF/zYALh1XZfybWf1DB7RkWSOR6NRjEajUgHxru21gF1VVXtxL5j/Rl3X/9aLj7+oquqTFxGXTyLiyxef/zAifkq3fy8ifvwV/TdKw7LCtrOSlSnfWanacbAQeQ8KDEvkwte45CqPLT/b0UBf40iqP+O5jJVx5j78Q7Px8LOIPrRFD01j38u4HNX1dW37krgn0yePx/1lR9nPdHTZa+vv+bsNcBq85efz284mc3NUyDR1NsJKyGvotfR1eUxv0z60nEGrXMaTv8ewZcDD3OzY+btMDzsg/syKnv6cEfSYcj924BzgYMzIMPOzI7TJochAMa+lHaEMPjI4a+NNy0Smq8GnS7ZciuysQu7TusTANK+p5+oxm5Z2OB0Nzffk9ckA5lU0yevlMef72/pzv1+1rq9qX4dNy44yTjUHg2RdiIOdQbZLih1IIcJrB917e3DE+v1+oRcOrcdop4nn+EARHBg7i226wwDLa2u7DljMwMGONvPGCbOeyHKDzOZ99dCCUjRnjq3Pvd/RpdnIOgEhHEPmYJr5ABmejTxaju08ZhBqPWBb43I69JptDGNk79bV1VUpBbQTy5hs47IesQ3lGn5nR/p124eWs9VqVfZwrVb3pZGcKGmgS5bJOgVZpOTx8PCwHP3v0wnxAfAzKTeMiLIvk8CJ/RWvK2CgqqpG0KPT6US/3y+ZMldtUGpJqWO3uy7HRZaZO2ASfrSvGxElOFtVVQOQkNWtqvvyxclkUujDHAxYPUd8TsbmLDT9ZzCFPNEn/XBgDWWqHMgCzQHPbPNA5nxWBmtj/cEPvibzQsYtA5nfLS+Mwe+aY6w81wEWMubWg/v7++UUVQ6x6ff75URTQN3byFlur3MqZhURfyEi/m5d139OX/3ViPijEfFLL37/FX3+b1ZV9efifgPs74yIv/WqZ3Q6nRJhMcBgUfxiP0ceSC1jGOu6jn6/38g0sFm92+0WQiLQpJm73fVmy9ls1jjNaLVaFYITaUDYeMkhaeIM+AzsHD3heXmPHTW+Fl42lMPkLtnK2Q0zr42Po3ROwfd6veJkEJHAILIPyc6cD7CBBo5EYlCWy+VLm+kdWWS+dtgsZIzZIACa2SAi9I7SUHLkV0ZYyaFs3KeBHmNDuLMjkMFrm1OaHdvXaV+HnEFneBh6OULE3GjIW45iO6rFOmA4cUZcpsUzzMvmkRZ6NNaV4IUzBnaAGRNGw+Cu2+023isEf2dnxgGiNrDONRHrMjc7cw5G5MwktEA35aAL82AsyKkdATsM0Nj7FDNIstFy1iO3/FkG2m3ZBdMogwOcDvpqG4v5jTFvAo6bxurnvkn7OmQtG3R0O+uPjYGvidIjl2QYOJiB/W3sdcFOUN6F7BGRv7q6Knrr6OiorKMdR663gxYRDUfYGXccSzt8Lu+0XNo58h71iGjYjAza/F2WdTc7j9h5f7darYojxWc4+oBV20lo44xqxBogHhwcFEcfu0RpFeDZ8uk9qpYF0xQ5j4iG3EMr1p0MjPdl0hc8wnqxdmRA4IG2LAB0RV+65Ntyydje1OH8uuRsPp8XZ5nf3W63nGBZVVV5mTc+DHvTDg4OSjbs+Pg4Tk9PYzAYlEwPWRWvI30iN+w9AwA6EMmpz8gQe+MoSYR/KO3EPsPve3t7cXJyUmSWQA6+m8sZeR8fdLA+tV/qLRFU4vA9ZZ3oFXxzfFz47vr6uvCMgxvQmP7hS/wsVwI4QIScYbcJUMHTvMrCAIh1peGrONCDzDImg13vC2bPPZ+z7tCDNR+PxyWQwt5E75NkHPygM3klBfs6T05OSnWAz+qoqqpxEujbttfJ2P2jEfFPRcR/UlXV/+fFZ/+LuBfKv1xV1R+PiN+KiH8iIqKu61+tquovR8TfiftTkf6Z+itO6sN5ccTcCqXtSHIfngKzEXXpdNY18T6IxK874JkRayfNm7thLBStmc7gISIaytGAxUrbhskOq4EszrNBok8oyoARJQLD5pKYNmDXlqGDBjnyyyZ3Ow4R6+imD5iB1hwd2+a0O+Nh+mB8IpoviPUcs/NnemCIDFRsoJx9zNkHxujIf1smwIAO8GKllEHAW7QPLmc0g60cGDEo8Vqx/m2ZGPdLywDJ9MlrCg0dBHGQgjWEN1ymZUNlfsnjQcka7GUn1GM1v9jBcb92TA1oDIz8uYMF0MZZRx+kwPyzTjTNrffyujrKj2F0X46uErn1ehtEM17Wgz5MD2Qh6zpHd9sOTzHteT40zfNlzvxu+/4129cia5YbR36dXUIvZ2BrmYD/WU/Wxf06gGW9BO3tfGSwbhCGTjDgssPE9dzrSLfXOge7fH/OevPbwD/rBvjZ689Y2sa1Wq2KQ4WNdBDTTufd3frl3KyJy56Rj9lsVmQDfrVjCD2qF0HQiLXMIM92bjudTnHifLAEBzmxV8nAzvu/IqJRVud9dci6K1PMG87s2G4aPGY958Dsa7avxXfEeafkmHXkNEfo78wOPMOaZAAMwHfgEno6cL1cLht+KXrf5bOdTqeAAGfgeA59Wv8vFosSfICX6BtAia8H4BkOh2X94A1AH3N0IMMySjbPsotPSsbfwJXvzadcT2aLUzrZb1bX9yWKyGW2xYwDW4U8+KRanmO/nvuceCC4AS28/xDaA6iQK4ArB6mQUHKWcjabxXg8LrqAUtQczPUJo2Tlzs7O4vT0tJRe+vBGz5eM6ru01zkV8/8e7bXPERF/YMM9fzYi/uzrDsKMtOkH5ZKN3+vcs+m7r7om4uWDPWyIcl/+P6f9+bFBzc/ZNE47ye677bn8bHp+nt+rPv8qOrcpCN9L83iyIc+f+x7Ty/dlHmjjI9OmbUxta7Wpr7Z7Nj0nj/F129chZ4wNReY9LxgyZ6H4HGWOQxkRjUiYI9E+Rhza4lx47w8OBs/nmXzPumOUuIcxGYRkWmeAWlXrEhAHQHCyWC8Md1U1gZ3LOzDCpifX28GlGdj5+Vnu7VBCK+5ztpl76MtZa8bjCKwNtQ8NMAi2rjANva7Mne+gGQ6fdc+reI+x+bOcEch6rW1cGRi8Sfu6bBrBR9YRo80+mhf9Nsp47OSZj1njXHbkI9ptI6GzM3KAOxxGHBYHvxy0JCMA/7F+bubliOY+L55BcJJ1x4mBfy1/OQNOH2QK0V9cy/Poz/b1+Pg4RqNRkRFKvXwSJn2gayw7tnGO/ttZxqkFmPFsO5DioaLDcvDJvG79YrAKrQ06AXBenxy0dYOHcnaEtc+BGcb9Nu3rsmkOUi0Wi1JGSemjq0McWAEAWPe7IoqACKCEewwWctCPIAGllRH3B5YBGtCXOcBtXQ1/dzrrdy2TIWO8Bu6DwaDwFAAIOwzPkYSoqjUQRu+ylww5tS4/PT0th58wZubPePv9fun/5uYmxuNxeYUDmT9oc3193ci8kQ2EFthkQKurbHKg1oFP22fbiFyNhK7L9t7+JrYoB1e9Zlzrg28i1lUMnJK6v78fw+Ew+v1+jEajRvWhn2Mf423lze2NTsX8UK2q1hk7mpnLxyVDZJT9powdyt7KyuUvnU6nRMIwmre3t2UxXMdrR9hpW4SONLVLu+wA2lDAvI6gMV/G7tQsaWD6QcHYycP4YtzsEEeshaAtY5ejrTA5c+Y7R5Vt/GH+TRk7R+OzQsuGHAXpqD0KKxubiCglDQh9zqyiuHIp5qvAmnmP7/ksZ3r42/15nbexVVVVylDsUKNcIqKx1vBbBsk4nwZGrDHyFbEGWThgdjrhVZcx8Dl/Y1wZF7yfs1t2qPK6ZJCSlX8eO/fwG6VrxxFehS83lZXaMSZrhaxZx2EkqBjwJnpO6nPJm42lDQ2Opo9OBrCz1tl4ee1tYA2Mzc9tQZ+vkgnLr+XLGQTrtCyTNOuPbW7YNBwty0tbYIL/HXXG8XD2mr4jmocPIRdkpngvG7TP62K+My8DWhz0ycFI62qDvRwgcL/IdZu+YC7MlXv5znyG48s9zsDhlHIdZWmUheND+Chz5np3dxej0ag4ZC45Xa1W0e/3y34mfBL7FC59y463QYOdN+boLEqeL60tiMXaIMO+xk4sP65kcbkn4DtXHdnR9XpsU4PHOMgjYv1Kifl8/lJmiOwTQItMjzOs1vWz2azxQm0CghHNjHxVVXFyclJkeG9vr+ht1sF+nH1e6IpsoAPgUcpr8+ulHNyzHo1Y+3PuG7DlI/ZXq1UpI93fv3+5uF+RQNkjPiS8QwYyIkoZKKAXMIxumEwmJYN3d3cXg8GglCUCCgeDQUwmk5IZJ/jE9ivkjZJn6OwySWjM3OwLQFMHV+Efmu0P83TQFQBnUMn1VA/2+/2SoXM2E1vg9WnzhaqqKtvA3qVtDbCzYxDx8lHidu7bwJGVkIGUgYKdRkdAfY2fhWDYgPl7/59/aB4rDacpz9fMaABBP4A33+tsQDb8zMsRPNMkPwcD07YWbY5bnlOmideWOTii7Iio6YvCdFST59uweR18f9t65TGwtnkMfp4dWvfX9nd2PrbV8URh+4Q8RyrbwJABEfNDmQLi7Kj59LGI5gEHEc1SRj+rjd52TGzouKYNFGT5y6DOQQ47lxhV3xexzk46OGBej3gZoOSAAPfgMFjOkT3v7bFO835RaE2ZNMY+onm8Pc/Kxik7khk4ee4G5fTvNWqLMLb1l9fKOjXrMcuT5YrnGPBscyOAAgjxiXM4WDhKlg0Du6qqyjvJkDfrT2fY7XyTSej11nvCoXkO2uAEuXzXjob31mRAmfmgDYw6+s41mwIrEc3T77B3PDOXSJrGjMV9U0blrBT049UGV1dXBex5/w4yh+O7WCxKaV+n02kEL00f60xkutNZv5PXr4hhvWl+H1a3221kluzoA2Q8F2dVu937/WWUn3U6nRKI9guXoUveW5fXkrl5rNvSqqqKTz75JPb29uLZs2dljciwEthyyakDvc4k++RMBw+oQCGAgg1lDclAnZycxGQyaSQcWCf0KDKGLLPXDln1u86qan2gicFNRBS5ZO0t04BP2zICiugUeApdwdkU6BHTCDkjeE9gmDLi0WgUw+GwUUIJ7w6Hwzg9PY3ZbBbT6TQ6nU55dyBBBRIarNnl5WXZg0epI0Dxo48+iuFwWPQnPHp9fR17e3vltRbMkb4Biqy5dSzjtV+X+QTARUkl/19dXTW2fUEbyiztu/BsDlVhjW3X3pecbQ2wI2XriDhE/qoXlPNZRJQoJcRzxNoZO56JMeR7v8TYKXKE1Xvsvipjx3xsKO0Ueo+dUb8jZ/nwFEeToJ1LslxTjpK2Q8ecDMoMpMzYpNftDEbcK0BnUPnetIGRDZByxs5/29Fz5NcR5QyYoCMGyXsEUIIGy9DFzqfBSe7XTmUb8M5RcO7d5ga/mB4RL59oF7Fed4M47kc5OnLVtq52DhzdNA2zo5Yz897jBXB0Fjqvp1uek/+2E5sdyRxQcYAkYv2CcPgG+XYZjXnX++oi1i8dN9gj++bsGQYdA06/GAX0nMfqjKwPnPKaWkc5qus147qcJeO355xLZiw35gmPI8uYf+efvL6WV9ZsmxpOGY4hEXOce8q1OM4b+vi1IkT7HVAhu2RHwQFQy41PzWzja9bZvAlfcm/EveN6fX3dAHCeJ832w46mv0dn0oiy5/uww8zH9sHgL2c9rGv8AvWqqhpZb+iL33F5eRnHx8elJI0SMQB0RBQaWGdkwITjhswDRqEZ6+b96+gJ1tk6y4cwsP5kAQCfy+WyrHO2Szjf+FPIp7MZrGmW/5xd3sZgCv4hNASEA8gpydzb2ytluS4V5rRFMnv9fr8RoONQv6wnKW/mJE3AA6WGzu7t7a1PfbSMIKfw+WAwaMiz7wdoOmiHXOeDcrxH05l8wA4NP/r09DSOj48bwW7sGHN1wDFifZgaNLCuYl0Ak1SfPH/+PK6vr8spkC5L7Ha7jcyeATQ0cDbM2WZAG+AQnYtOjHg5M8f6ZdvioAfPRfbQHb1eL4bDYYzH4/LSe/Q52VDk3qdvgits8wH28/m88M/XdXjKB29M2ntA7Bw4smTDhQBZGGyMYFxHuVCAvgamdFkCQgFgATzlTcY4UwZjMHxOmUesna8cFXGUwIenMGfGAcAy2LLxcOQWIcRw5kyfI4tcY5pDSxR8RDTS8RgJFILp5Hk5OgJDmz7ZcNuBZMzO7tAMdB0dsdPsz31/dlYNGpmTwaWBiGnIdXY4MwDdppadCXjEdM4G3FFo1sfBlOy8m48y2MsgGHmChj79Fp66vr5+ic4RTaBnx9X9RbSvrQ2Dy6zhEwdP6B8nnOe4XMtBHj8TBw/QBk0yH0G3NkPkjArX2vA7A8d1zInN7AZxGdjlfZTWNXxvYMbv7GzzY9lhLpt4wt9nEOAgnx1O+JV7txHYRazf7+YsAvTB4XHJummN/jY/5qyKnwGt+Jv1j1jvbXEACzuKI8xv6Mlz4Dmi0s4oZR1vYNjGE8iYmzML9BcRBZQxP2de4A2CsegA5grf2k6jt6yfuY7/4WUAHyCAE0YB3czn6OiovH+Kd10BGOiXoLKDIM6A2AY625GDK15n6ObgMr4I9wFeOEgFGYN+OeAK36F3yXpwP2PcxnZ7exuTySTG43H5zPqBEnfbfgJLNzc3cXZ2VuTl6OioBMugRQ5w09Bn8C3ZGwLL8C1rDrhbLBYNWwKdLdvwEmNwAMO2EH+HA0kM6hwUNb9bBvv9fjx48KD4cvADvEEmy0Ed625/hu3160IImlRVFc+ePWucwukABYkW5m4/kFJNMoOj0ahc52AX4+/11geGAfoBXsilM37MARmCttlP8hakfr/fOPHUBxY5GUVlgE/lRpdQvTEej+Pi4iKm02kBeO/atgLYRbxs/CGulRD/O/Lv7/I9ue98rT9r6+dVPx7jpp/snOR78hjzd56vhblt7plmdtTsNJl2bc9pm+eb0IZxbJpXdlhf55nuJ/NMfuar1ulVY9p0Tb4+03nT3PNYt6URzXJUirGisHEscOZsYHDOHL10aaMj5rkkBlkwSHcwICLKEcCUpPCdgxF2Tu20OsiCUxqxNvIGXRFrEOh9s5uA3XK5bFQV5Cy8ZaxNxqGN6YWR5l7mwstPHQHGCGKQfFIahhinlJPXmB+0ypkAA7ccIKNvaGewb0AfEQ3QmXnKGT9H/p0p9jzoN9sDg8G2IMG2NeSH7BzNgTBH/nEonSW13s+APzv8zrbgWNAP4zBgq6p1YJHn4tywji7zdfYIp5jAhAMV8HReK8aFLLPuyFBEFHll/HZmkYEcKHSQ0zrLfIaMmoeIlFMidnl52dh3hqxNp9MG4GYOx8fHcXZ2Fo8ePSoOpzOrEevj19lbyxzZZwRNoDG8cH19XfqCHpm3aMg9MsgcrCPhAYLVpr8znQA6Z7qcMdzGxvyxW9ABO8d+r+Pj41LOR+YVeiMHVbV25nOQs9vtFpsUEWVPpYGYAbl50jam2+2WcdhX4DwDwI9fbs3csEEOUjrQQAOEeHwRUV6QHrGuhHLViBMJtn3oFsYREQWgWY84qOAgkBMI+BKAXca/XC6L7eMF5ARuzs7O4qOPPooHDx6UzCrrFxFlzK5Qqar7bOzp6WlDzjqdTrGprnapqnUFn5M0EetzHhwgQadwr4MmZDB9QB1lvovFomQweSfeZDKJ6XRa5O19ZMa3BthFtEeE8mevE521En9VX/4/R6PfR/uq+bzqWXk8bzKutnvb6OFmZymP8aue/bp0ftN+Xqe9r/V60362NXr5Os3AwI4zEX3KGIiC5VPkclbVICHzHMrdoA6FiQJz9tvZcpcU4ThyPX8zTkfqud4AEoWd1819Y5wwVgYjphV9WgFDA19XVc1DZnyCloEncwEE8D5IDB1lYZ43Tkh2OHFMqUIgI8L3jI35eU0z+NsE7ByZjIgSJeYZLlFt09cOAPC/HVzroRx0yH9vK7gzUGcPjYMFlO0QUeZFxxHNrJMDFTQ7k9DRFRwOhkREcUgJfLg01wEYDiMATOIk5WAE2QVk2zJtINdm6+zI2bFraw4gmO/dB6f/AYZms1m5jm0XeZ6r1arxouHJZBKXl5elVC9X9liHRdzLTr/fj9PT03jw4EEpLSMrkOfoUkyc9eFwWMZJvwBZrxFyZvljvV1Jk3WvnWl0qZ1GP9cOec70Wa9tWqdvsgGE67ou+yWh+3K5LHu04BPePWxnH4cbW8ea5ddhUT2CjHj/JPLS661PrpzNZiXQQBbGGdSIdfkzfeP4G0yT9QVwWH86O3tzc9M4TMR2FsDhTDJAhIoC5ghdkANKA/2uPugeEeVdbz7cBfn3Okwmk3j69GkcHx/Hxx9/3DgUcTabFX7j0DCyc5988kl88sknMRgMot/vF93K/kBsKfaR+dd1HaPRqOg9dKNfgu5ANOtvu0rVUMQ6SOkKB2TDFVxkIOEt5InXQBC0dZbPJ4R2u934e3/v772TXGwFsIMJrdCcynXZEgRzlMH3uTyP3xHNE4Qi1iWF/HbU0ZEQxpKjIy67bPux4rRTSn92Jvks9+lIEsxpRnJknO9sCOyAQzdo7fnmcZhJfZ3Xoi1KtKk/r5kzkI58bMqmZvq3RSs9Hl/r7+nTc0DhcZ2jc/6c8bU9I2cWczRn2xpjZe7MzU62jYbLGs3PVqQGQy5Vrqr1i1kpGXKZk4GDHaGcpaFvnmdjBp97w7H5x2DAwMMlSZZnX2fwlh1W6ORsFIbJvECUEmUOYFutVsUJsSOIo5lBniOCObpu4Oo5Zjqafw2ekPGcXWFOzpCYP7gfhwMnxaAiollGaNnK4MzA3LzKs5wJ2tYMAo2sl7NhGZQ4cGAgbOBFJjmiud/YtoyINWvPu6fYwO/DEjZlkl1yh5weHx8Xp8QgKWJtT7MM8Xcub84HdTjLbJ4z8IUP2jLcjB2nGWd4Pp83dK+dKGcbb25uYjKZlO8iomTioJ2rEqAfzi/vDeMIc4/Jzjp/8zkHtQwGg7IWnhvPZD1ysIWxmv/ZUgLdeUk3vAdY8cEp8IL5NdtCy9urAPg32Zyxs/51OaSDaugT08WyCViDF3PQCr1NCTB7wnkWAUoDIrJQZGqgJ7oSHU4mD5+UZ3I4i4M8VHAMh8PCl5ZlxoBux3+MWPML87RNwmYTXI1YZ56h1+3tbQmK8HqD0WjUyI6Zt7F7nKQJaHT5J0Ewxsv6nZycxOPHj+PTTz8tZY3j8bjIBQFMy9lyuYzhcBh1fb9HMm/VsK+MnNlOw1cuHWetLK+uCABQ0q/1CrbaWTv0G/xlXfk+bNtWADtH3X1yHkTgc0eVYTAWhIVzKYGjEzALSBvH0D88zz/OZMD0WVlYeBwpy8abhiPqqCbzMfhhTo7KYfitqHL5m5kvov3dSO7D82aO0J/nt9HGxidfk4EOQmBl4ciODSc0z6VhjppCMzsjKELG7wwMis+RW55hITVPEo3zZ/xG+DIghee2FdhFRKO0ErlwdNbv7fF7aFgjjARGxsEYA2nzAE4FjipRc5cssCadTqdkq2z4IpoHPPAMjAL84bWxU8R8MXDOdNAcDIBf6IdInUGwgSlRT8+72+0WJ5Jo3Xg8jtvb23IKmjOElIWxDrPZrDjuzI9SHWrzV6v1/j9efosTxpgpxXI5m4NGLpWt6/ULyjHyOMTIueXWxsh7n5ENorkGfegZ6Iuj5cZ4WBd+5wDPNjaCH9geB8LgO0qi+cxRYhwu5CzvQ7NTDljodDql3GowGJSyrclkUuQmBw39bIO7Xq8Xg8GgHPiCfAISkWFK0xxI8V5xP8PjRs4ccDPIzVkUnDMfigVv4zDjcKKPLi4uoqqqGI1G5d1mEetyyMlkEp1OJy4uLopTzQENlE/OZrM4Pz8v2TjW4fDwME5PT+PRo0fR7d6XbLKHiv00vV6vnNoJn6N3kVcAwc3NTdE5EVHmg1OIfoMmlHvh7OKI4yz63WZkJhxYMZBjPeyPwK+52mLbGuu3WCxK+Tn0ZN53d3eFL2azWcNXRA5Xq1UMBoPGS7Wvrq6KjpzP52UfJXu+kO3RaFSCcMgW2wm43n4q+yun02lZL4CAbRfNlRi2sfCA99gBmOAbV74gX8g4z8BGZWBDsAA7BTidTCbxgx/8IL744osiU3t7e/FTP/VTJZvZ7d5n3O7u7kp56eeffx4XFxexXC7j7OwsHj9+HIeHhzGbzWI2m8WzZ8/KQTdVVRUZ+/jjj+Onf/qnyzqwLw0dxbNcOo699GsY+Jy1JRgE+ASskhWEri6RBBTiNzlgCVjjPp4Z8XKWPfucyJj9pndpWwPsKKeAsTBsZA1geBsAv7QRZvVxpygl0s44lgg+So/3a3hvi40JxsmKkkVzat0RRYxlxBrIIVwYSRaa+cIo3OMojDN2i8WiOL6O8OAc5YibmYjPoQFGAyYHYOaoJ8DXx/GiEFGOjkrYQGA0MMTQjeugCcqEMUN/6AYQpGVnIBsqO+V2POzsWtAcDTWQ99oj1Hb6LYzvQyg/ZKvrupQ9EJ121tM0JSLm/ToYLbICEdE44Q+jZ/Czt7cXjx49iuVyvRH94uIi5vN5owwTkHNzc1O+73a7xcD6hbCOLiO7yBh90uAFDAHGAMNGf9AB4+iSFnjGETfrHcAof8NzGK7Ly8tSR//ll1/GeDyOg4ODuLy8LEak0+kUo9XtdouM1XUdv/23//ai/K+uruKLL76I3/qt34pnz57FarWK4+Pj+Oijj4ozSYZ0NpvFxcVF3N7elv0JrCGOAs6FDQvOyGKxaJQ3oQMcITdgcSmoDR4b2Q3K834oZ7IcJPE6Oovnz7et4eDhnODs4yTgGNBwBuBngP7BwUGMRqMiGw4iEnThfazdbje++93vxsHBQZyenjYOHsLxgU99Kh021gHS1WpVjvNGDll7mrMetLquyz5ZjiXP6+ZsXUSU8jH3hUzDB5eXlxER5dRC/AMfOHB9fV2ycPDXfD6P0WgUX3zxRUyn0+h2u2U/IzKB/fve975X9N58Po/z8/P48Y9/HL/+678eT548KbT0ARCAtefPn8ePf/zjuLu7i4cPHxYZ5D1dtkXYkIg1KJ/P543M+N7eXtlrhA3Kpx9aFwNqsq6LiFKOaF+C5xvoE9xxABO5jNhOOauqKi4uLmI0GsWnn34anU6nnL4IGI6IAuyhxdHRUeGvm5ub8roC+oRGx8fHJQgJ77C38u7uLk5OTmI4HJZs1GAwKM7+5eVlAd+j0ajcHxExHo/j2bNnsbe3F48fPy7+LLzi8kbsFQdhOdGA7Ob92A6aoG/hNetX+4aAzX6/XwKLrDnjvb6+jufPn8dv/uZvxm/+5m8WWz2ZTIr8LBb3h8Z897vfjdVqFVdXV3F8fBxffPFFnJ+fF5BG5n4+n8ePf/zj+P73vx8XFxeNcmXG3e/3Y7lcxrNnz+LHP/5xPHnyJE5PT+Ps7Cx6vV48fPiwBEDpl4CUA5UES1lPVxygz+ATdBY+IvSAhpyKie+B/xERBeBCfwKdli0HlCPaTw1+27YVwG6xWMR4PC4RgYhmxg6nO7/uAAVGGhmGJRq3XC4LkEMhZ8eeaN9isYjLy8sYj8dxdXVVnDAUHRFvjBLCR1SVbFsbIMtZAq43YMWpwbGEEXxQBf0a2KH4XXttkBnR/roDgB3GGucc+jl6wz4R7sHgjMfjRvR5Op2WqIcjywYMrtf2sa521NuAHWO2Q+foiaOhOAnOTKDocnaY4EEG2c4qsIb0ZQE0yNjkeG5TI4IP/2Noch24o/g4MihNeB6ewoCydjYafmmsM7JEzXxggoMArL8dPvjcwM3XMieMGw3nxGtunjGA2BQxA5zgXBH9BXhFRAHM5kuc4/F4XHTKF198Ec+fP4/Dw8OSccOpJyIJfcnOOcNB9BcdgOGCjuiI5XJZNmcjD6a3g0g0OwPOWjMfgzXozjOhc6YhOpS1RJ84YrpYLGI6nZa1blsHy9yr1mobGlFgfqAbc2dt0bnOhLKm19fXZZ8PdHYwzI4JtDeodjSZE9qcQQXcc1CIAzwONthOEFzBfhEERFYj7rPG7Pehz4g1iHGpmQE9Qb+IKPIFb00mk0JX9PH19XU8e/asgE8OQvFBIdD6888/j/Pz8+Ksows49IT5QQ/0FRkKsnHIBbLIuCeTSTx79izquo7BYNDIRme+Rd+wFgZ8+AysK9k+Z1MdhERf46jCK6wZwNd7gqxDzSOWOzuX7zOT8CHagwcPIuIewHqvF3rSmTv7U3d3d4VPoAXvmLQNgWdcPcLJiAZs8/m8ADKAMnLHXtputxuz2Sx6vV4B/bwTDvnCBz08PCyZV8YKP1HxcXJyUmTBVVC8EgDd68CQqy+Wy2UjQXB9fR3T6bTsGV2tVvHFF1/Es2fPSrD14uIifvSjHxUfG1rf3NzEkydPYjablYAJvuHZ2VmRRehFgoPMOCdDOnCI3CCvl5eXBbjjSxAUY92ZtxMM+Hc836XlBNmgn/1m0w+/iLGQpSfABL4gi5z9TwC2S9iRQ1dT/MQAO1C93zhvpOyMD0yEocvAjhKK6XTaMDguc8hOI6CFhUKJ+3QqGMPRLmfIXP5nYBfR3GPH/TipOfWOUuEewCTfQQccIwNCAzsYjPkydhyCNmCHwXFJZUQT2GFIer1euQfhxcCQiYloRvm4LmJdMsuaOILotLWzoE5dRzSBHfP3vVmAoL+zLy4nhc52og32DOwM/my0t7FcJTdn7YiAO9ABWHHpAHyBIwO94QeCLayf5RTFmPei+FAHmrOFrBXrwQ/HKRPF52h0HNt8MhyyAP/Z0UJfIL8YPHQNDhGHLcxms6JXcJrgU45FhzZk7ABXlH88f/48Li4uCrCr67o4BHnjfMT6VShk1XywA9ex+dpZn+vr67i8vIzLy8uGvrEcGeA6a4ksOCvt/ZYRTQfTfMJ33G9QgAPOy7oJ3kDPnAFyY6zWmfxsWzMdAASmK+uDXrIjw1oYAFkPtQW+LLNkcDqdTrFnzpKxHg5+OBuPHT07O4uIKIHOk5OTYospAyOQY35dLBZFFlgvroXvHDBg/Wz70cd2zMikIWPT6TTOz89LUJjMOIGSqro/ARGnezablazlbDYrvEtgwUFlbCiBoIgox5afnJzE2dlZDIfDODw8LPScTqcREY3gDAFo7ITBrDNh0MhZFGgLn7j6xr4Qjqwz4VQuMRYHUQh2O8AFHWiWLdaQQNA2taqq4uTkpNilTqcTp6en8fTp05hMJnF9fR3j8bjMEX0OPV3KeHR0VEoF7d8MBoNS8np9fR0XFxfx6NGjUhGB/4ozTwaadTfdXDYJ0OQ0RmzxyclJKbWPePmdce6DNcfuOsuLTJKBi2jqbCpo0Nvw2mQyiX6/XwLAFxcX8dlnnxVQhSwBeAkOP378uJRuczjQeDxu+HzoP943TRLmyZMn8fz58zg/P4+jo6Po9/vx+PHj+Pjjj+Ojjz4qh948efIknj171khCEARytRr+BTJkewkNoT2+ILyOXeJQGXzMvb29Uo2A7wf+QJ4YB/aWZ/FaB4IDroxAz0Q0tx+8S9sKScWBQ2ll5e5MDI4fn0U0T6RzaZ0dOr5r69P35J9cjmCF6iyPnxHRPITC2UQbKi8gxsXAEcNoA+dovLNwfqazG4yfMVvA/ZPvtRPSRheutyHyc7jXRpIfO/4u/YhYl0GYfp5fBgHOtkArFB3zgJdMo7axeMx+hp/ptXB2jjFsa6aO1ul04ujoqOw5AIQ74wUdaHZSDcAdsY5Yv/DUz4I+OB7OeAK0vM8V2gMiV6tVUYwR92CeKPt0Oo1erxcPHjyIbvd+nwAGmvLBiCiygNNjh4VjjwFozio6ADQej4ujAJ9dXV2VdxdhCOA95AynkqyCAwpEj+304WxznDZztyPtckoOoqGs1u/WcdmJAQbr4eAEOs7Ry2xgGB98j8GjL8uhAYhl3zKfP7cOslxZD+ag1bY2gDB/RzTfIWk94cx/zu44G+oIswOdBCgdMHRwFAeHtcWJIRsI6MRxwYmnlO/i4iJ6vV7MZrMSaETOnMGyjfJhDETmvWZ2gOGp7PAQlSfAgq5hjj4qnFI0+vD+UZ6HLBEd51msi7PgOGrQnMBRv9+Pk5OT4szyLipXGxHAQLbIiBrYOTrPM1gzxkmQlwY48zYIeMWlXvxku+z1MYgzHbKfAu34fhsb84Zm9hnQHZTyo+sdcGDPJWAAXjHvwO84/be3t3F5eVn2ZBFwIMM6nU5jPB4X+0EWje+xhehel1wSNKBkdDQalUAFQVJ+P336tKHP/V5Hghh+ngP8i8WiHLLDvAjiwNOz2Sw+//zzePr0aUyn07i4uCh0NzirqqqA306nE48fPy6B3ul0WsrGb25uSlCPChUq5ajgQg89ePAgzs7Oymm1gMznz5/HYrGI8/PzAoZZJ+wh8yZwDF383d7eXhwdHRV/mkOTLi8v4/z8vJHhRhYBnQBA9pQ76UGQx5V5PhnZ9h494GTOTxywc9TXGTuMGguC8iEbYJDnbBOGxQ6in4NBzJ9tAnbO3PnaiLWxdTaP+x3N9Hz5OyLKfBFQK20rKRtyaGXQ4mgv92TAZUch//BsG2KXxPoHGhso80Nz+Rj9RjTLQ938PfcYVOfmZ3ncOeth2rcB1TbHKYPq/BvH1lmMbTV+ubGm8/m8cQyywZjLcrKycUbMc8ZBNO34IUpmvmZ9MXg4XBk8uLQM48FevsFgEMvlsnFgAWVfRCFRnPAIa8z8UN4oWyJodpbgccZO1oWfq6urAuy4DkPmDBXOaF3fH5aCks9Ov0tNMJpEZfNeOQ59gDa3t7fFSE8mk0YWwwAq7x/Gced/gzScHTuRzhpBF56BrOE44CgwLowgEUsfcOHWtk75Z9uadTV0xjFgrZ0F4RoDO2hPIAD+AZgAnpBjMgcnJyfF1kHv5XLZeGEuzzI4I1BQ1/elZsPhMI6OjkqmixJs+I9DOwiW8D0gDX3KZ/Cv1xD76AoJ9IaPT+c3c+p0OiVzAOizzaX8jswCQRkyaFTj4OwuFouS3UZ+uSfiHtjhbH73u98toJcsoa9lLx/bFjiMhTV1cIa1tg1BhzjQ46oKfuxb2GeCv8iARjQrIQguOejmwLLHwA/8u20t08DvOUMv4XxziBCfAdTZvzUej+PLL78svqXtGFleqkQ4UIej+l3tRRBttbrfm3d8fFxeZM+a2G/wwSdXV1exWq3KXrOIKH4uvEs23Pti4RX0CXrDB/dgJx2whH5VtT6YZDKZlAOFVqtVIwsF8OUeB2Xg98lkUkAfAWT4DUDEGJxVBgQdHh7Gw4cP46d/+qfj448/jsPDw5jP5/HFF1/Ej370o3jy5Enc3t6WA2yePn0ao9Eo+v1+yWIeHx8X/vZeVHjm7u6u+BPoDKp9GDuA3+WS8Bd2zUEEnktG1Vk4dDe0wM7hLxG8JTv8rm0rgN1yuYzz8/NSZ5yBHYuPooepWRwfcYyTYOZH2eFIwFTskSNC59IOK2qiiqRxeQaLRc26DbOj03Y++J+oo5USZWLeeJlLMTFgRCeZc95jZ0BkkMrnMKbLpJyxwwl3JJO1YA+Ia9lvbm7KARFXV1cNg4SA8UyDU8aEonDEDSOfwSGNOTvTQAYGhePIqKPfLsPEOYXOVrw4J46w+G+n+blum9tyuSwOzHK5LJvG4WF4A3oQrYT3csaO+xyU8KmXEc135EU0T1lF+UWsQRSOHHJMHziUx8fHjZeFU1IR0XwvEMGc1WpVDCf9Rqz3urCW3mtCVoNx+cf8nI0TvOy9Yj4Rc7FYFGCHM8n8bm9vy/gp2/BzHIBwAAXA0+v1Cs0uLy/jyy+/jC+//LKUCC0Wi2JA9vb2ykZ/R+rtwGXnk9ItxuigETrE+2ahDaXcl5eXcXFxUfiPLAf64Orqqsgi6+Pf3quAPoZW29bI8lKeh/OGI4fDjVwRbfYeINtAZIWsK9daP69W94eMcLofZWOOFpP1hWeczSDCTGaZE1mhM46U7QhAEP5gXVxFkwNH2DgAn1+JQFYFObKuJkiC7oLXGRP2zMEEHEYi8Mg0JxLS7u7uygEolFs/ffq0lHbu7e3FcDgsGYTFYhGff/554yCjp0+fljmen5+X7AGZmoi1fTAPI3PQ2rzhTCql2tlv8JxNI/gPOcuBzBz0deAUXWe+2UY5I6P0ne98p/Db3t5ePHjwIPb29uLk5KTwz+npaTlko9/vl0M9oB10w+/iMBX2vQ0Gg5hMJg3AC+D7rd/6rRiNRnFxcRGffPJJOTQJW+NyzNFoFF9++WV5p9vp6WkD8LMv+/LysshHt9uNBw8eNOweY0Mvc9AL+tmZWnS49fbt7W05qAvfiAqPm5ubePbsWdlHh4zTsi/FPlPeV4fsYt+Qez67vb0tJbTIDODr7Owsvve978XP/dzPxaNHj2I6ncZv/dZvxa/8yq/Er/7qr8YPfvCDEsB98uRJRNzLyunpaQF2Dx48KHplOBzGw4cPy35I+Nk+CL5txDqIw3dUy/Ac+6+UroIbKEVFN2EPHejMttuydnx8XIJG79K2AtiBoCFwxMsv980Zu4j1i1xtROiH75xxw/GBGbvdbqP8rC0zBWii2chiwFy+gMHjuXyWSx+cEqfhhLYBM+5DmBx183M2ATvuNbAzzaGXwQyCnDOU/t9GIWcxI9Z7gBwVdJ85w+UyEn+fs2f04f9zJAyQCJjOY82gzvNmTZ3Fg59wgJ1h4j5ouM2ZO4ySM6Y4FzjzACyi8j6whLIU+Jz3XXmvgp06IuMoWmQZ+UFBsr6OShPQcZSa/uj77OysHMlMZgoniDlxQp91BS3LDhF/+MhZfWcgzdN2KnFykU1n65wNi2geGoPh5bRCHHfKSq3vcAIArTiRAMcvv/wyPvvss3j27FnJQsCvLiuDj2kAJdbbDif7sjCMDmBh3O1AAugAvbzKgRImIsHIHsEj60yDzhzAcbR125pp4qBbxL384ajDI+yhJIMWEY3DG9jsjz3iXWVE2gHr0Ir9IXW9LlFDF8N7Ln1GzwGICPoMBoNS+uXDGij1IhjEPCgnw6Fl7N7/6SoA2yV4m31LBGP9KgFe8YEsuHyTv12axficJex0OkVmyNwQoGX+0ARny8HH5XIZz58/jydPnpQyNQ5+AKzx7KqqSikZugG6IGf7+/tlrxJZVPgB+SOIyr54729Hv7CPFxp5X6+DwNDJcp8zdYzR5fPbGLQk03Z0dFQO6XBA+NGjR+XIerLWo9Eo9vf3y346MlFVtX6pPfejj6uqKvoS/UdpJoCXfXMELACPZK+pSHj8+HHRnVQuREQJwPT7/XIAj3UGfMy62cc8PDyMBw8exGg0ipOTkzg4OCj9RqzXHdmkXBiejYiil+Gb58+fl5e+twXR0W/or6qqYjgcNqoUOLDJVTK2r/gMp6en8dFHHxUgBZ3H43H8xm/8Rvztv/2341d+5Vfi7//9v1+CV+fn542g1sOHD0vgChAMwL64uIiHDx+W909yoreD9H5VBOPkoBt0g31m9hzyQzkpepoTWO3DArL9k1tbZdqbtq0Ddi6BcsbOhgBCYTQN4hAiR34BdgA5nCTKRwxu/OMIuY2FwZ2dOQMnOyZZidKHgZ0jb1zj7FXEGlwwJuhi4MZcMUqOyvG3I6Gev8sYGRN09py9LnZu/eO1dfkXQuOSG5jd9xhYIwDQwdGjHNV3JLMNcJt+zMVjg/Y05uJnQiMENUeyvi3ALmJ9sI7pbAcxopkR8rzsDHjOGWzzHAcFLJveM4Lzkq/NQQtnwtlXBrCx02+A4mwgIA8+8DNRysyLSgIHnsyflj9XDkSss5MGII7QA7JwfDHs/L9arcrYHXDCKEasX2KNXLv806f5YejRsTghllcMLUaOaCX0ZNwugXKgyfqE0iSfWOiDqTJYt35oA3YZ5OEwOPC2Tc0BA4PeiCiR+Ii1zvBeDgf4XM3gcr2cRc7BUOuznGFmbNDOetAyQVCBcfiwB0A+jqxLS82nOQjC51SpkBFzMCAiim23zclBlmzb3ABtZEEJgjB2gladTqcEgXKwFVnFbkasQTsla/lEb+/zcz+WM5xjn+YHjRmDS93a1txgmFLnyWRSKgJ8ap/tWA6+0uAj8++2N/T7D37wg0J/AmvoUEAWc4cmAGTWoK7vy/oBW1SLkKW1/VitVgUEkk0jIIG+xZYyJoAUwP073/lOKSuOuOcJQM53vvOd8n47Gn2jSzgUC7l0lQfVITwfYO9X11CeGRGlwg3bAWgCCLps3sElMs/oL96j6kAWvIq/3ev14vz8vFFa2uv1SkUAQWP2uv3ar/1a/Nqv/Vp8/vnnjYoFMvxUaVk+/U5J1mw6ncZgMIizs7MYDAbFruVqLK4Hlxj8+0wAgN3Tp09jPB6Xg2Kyr49ctYE4aIWOBKS+a9sKi9jmtOQygexA2Ul35sEOJIAB5vf12THz/84a2Sj5mf7tTA3NjG3FbMfPyhWjzBxoBjS+z2O10rZDxOc5KhqxPkjG8/D9NmRta9F2fV6jPDcb3wx4DdTyj5353K8BHf23OUE5s+l19rjdvF7Qo03o6J/xb3OzQwZvGXxsom828pmPzCPmR34b8LsvnF4HIex44sjbqYlYBz5cKkjgJu/D4n4cMtbSe5ccmV4s7ssCeQYHnxAlj4hG4Ic5w0+0HLgxX2L0cebIIFB2xelby+WylIGYZwHbEU1gZ2fPgQs71TT6sMOZgbQ/h/bOhjMu+ubHATKMoQFH1hGMBxCS+c/f21iio7atZecGmtipMg1zVpLPCSraRuYAiumJw8oR5tyfA3mmP8/DvnE9QVCeiQPJGrqc0+NB3gkg2CbjYDJfl+LikCF7ZN19DU6Vy6npy0E962RkIyLK/pXFYlEAqu0LGQA7o5Rt4fhFRCk9Y9uGbb31DPINSGXupiXBCWiZy2UJ/tT1emsJgSlky4Aax98BKYPGNsBm5xb9iZ3w3uhtbLe3t/H8+fNSbgmvc5piRPNdpmSXcKQd/OUUY2jY6/VKSTJ8zDr1+/3ynUscF4tFAZQOTNAnQR1eC4IscW+n0ynlmZTse8uR5T5inY3jJyIaOoRrqqoqGTRea4BckFmkDNGnoDuQxj49giHoF5dsj0ajBpBDHtA/lEbbZvX7/Tg9PS1ySUbw4uIiPv/883jy5Ek5hIXMqgMR8CZ6guCQ7TPZO8bFKbcEL53RZ07IYl3Xpeyb/tlacH5+XspQ8S0Idrk52cAa+buIKOD8XdtWALvcsnPUlgngczvn+Xrfk6/3fZu+a+uDlp+Xx9n23FeN20p30zUo97Yxuu/MQLmvbIiZT57nq35voltum55nGvJdduS+6jvPp+3ZmQZt9GgbVxudDNwYi40/LQvztjWAHWWMGDkrSCtJOxvZsDmTFxEl+m0nFYeAa3B2cVzu7tbH3BvY8Z1fv8A1+eWzdobpNzsoLoOAjzA43hAOsCNj1+3en9zlo/kjogGSiFbidEVEI7uJ0bDc4GhxrTNjKHevAwdgLJfL8j48xuD9R+wVye+usvNsRy9n2AGb8Ab3ujwX48YYV6tmJBmHwMDSzjeZCubG985sZn1kYAytXT68ba2qqsbLvzltMme/mCs8xJzgQxyFnGFhLaCJyy3hCWQUGY9oBmJwIs1rOYtNdsPBFcbpIEUObFqePF5k2cAuYg3+cABxrnAEvfeO+11aytyty3P20uMksII+NJBkHpQxoneYA5kXgB37KNEv6Armjky4H/QbMopj7yw4snF3d1d4HBlB/wHeLOvMhdLOPH9XTDhQwro6E0tpqXlom5rBLxk6ADp71E5PTxu6DHvGHO/u7sohN6wFOrfb7ZbTjslSWUfCk6aTA/7YD/gIwOA1XS6X5RpADfvPItbZfUDe1dVV2S+2Wq3K/l3G5RNpfVgTv51NBOS5bNeluw6eRqzLTQGTEeuKLgBXm75irfAjJpNJsYvYrYj1Pmquef78eXz55ZcxHo8b72rkVE3v6UaXIjP2ebFJXivoBt9ggx0gIxBHQy/6MBTo5AqB/HoXroEnrBsNUJ2hf5e2NcDOGZqIdfo2A7D8mZ36TdfakcN53ASiNv1YMW4CdTbSvo7PGKfnQLMyaAN1Zlr/nb+zAOcymPx890c/7m8TGN1E701gNNPfz/LzYPC2ubaViGwCpqa5x9lGK3/nMecsoQFL/m1wl9d621pVVWV/gI0YDpAj3zYIOCPMyxla0wPnzevO9Thx5t3lclmcR76jRNDrZIcfJW2ASISM/5mrm+dJH345K+uO84bDQymhjQjOUQYcACCMk/flZJ6gbp8SFgzDYDAo4A5D7PeU+ajziHVQyEDYTh7GEvqxdgBoA7u2SgaDQPZWUeYDT7gUk+scrTafAO6gNc2n2dGgmaOcdjh9Etw2tU6nU06BBHxme4SMQNuIpmwYhGfasv802xwOPfGrCRyU8p40l2qZT+20Ime+DvpHxEa9bNvkbJ1tb0QUXkZeCBDQb94mQb/wEVF/7z1i/IAr1gBnDqcKsE1Aht9kUfiNbgEMwO/IWj7QBD3jObgEluYyT65zH14Lv6je6+gMpoNKOJb0b73NOrgKwvuo0WMG8NuaGSeoQYlwt7s+jZT1Rs95Xxf85kw24C9ifZJhr9eL58+fR0SUfcUOOPhF2fChdR3X81zbHmSWTA/rV1VVefccvMe9nLycK1UAh66c8NH/8B58jv6gnNGgkyP99/b2SuaLMXCCKFlj7I7HRpaUPbgRa71Gpoz39AHOuI89jVTUsHeVQAZANWK9xQo6IZtkSpHDu7u7cqAfAdKIKKdQ8qJ5KmW4P2KdCcwBL8AvfVl+AIusA/SjOTue+cSVZu/StsYierIR63pyHDWnSFlQPnPGhM8hkqNR/G/ny9fkH0cp266zYvT4PZ6IaIyd5zIvo/a28TAX7rODw/8ImRnCJWg0lBaRHsaBg28my2Pb9JPXzzTjc9bMDkyO9LaBCTs+bZFhP9/zz+Oz4NCfgaDHmufC/e4nr7/pnH9vW8sZu+woE3GCVih7SksoOTSYwXnAiJiPACumOf3u7e2VPVjmExR1RDQMnqPVGEPW0yCnDQRgcM37BqPmWRQ46+w9vFnG7ETxDPrAsPC5gwHcj7PoI+htkLmeDByOgMfEc6ALzrGNE892aaCBbMS6RMzlKxgnHAsDNnjGa2Pw4WyJQbiBnbNtPJexZL61zPlEwW0FdsPhsETSI+Il54ryLebKfNDnBDscsLBcEACBj4hGcw96FF53IMu8aPnxGiCPOJIRLwfGmCsyaz1unc14rf9xkG2H4EHTEVkgM8OzmZczxxHNLDB9tjXrKGeQcfQJOFGihqxyrwMLyJZlwDoNB5iGfHks6KdOZ31qNSAFHWM5W61W5Z1ZlILZQUfXOSiG3KKDLY/WR5atbOu3qe3t7cV3v/vdAkjYl+ZDZxxoNf8DJlarVZHTuq4b5XcGCdCOeym5BJBT5UBwgAZ9sZNkxuzDRUTZ6wdvMY6I5kFx+V1tBOfYE4vdYEzwMoDOvANfwN+TySQODw9jOBwW2WQLQvYRHLgi40j2zUkGyh0BbByuxomzlIViZ/A/sHnQA+CefXLWmkAW8oiMeR0tmwcHB3F1dVVOER4Oh8UXQe8hP+xpfP78eTnRGbpYZti7y94++0IRTTtmHWwf+H20rbCI2QnOjrL/xsDxuX98v0GAldKm6/Nnm8bYdk3bvZv+z/PaNI6vuj6DDTcYMwMh32/g8qo5txnFV813kwFgTLkPG2T3kZ3oV7UsNLmvV9GzbQ5t8830elU/294wGjlTAwhxNggliJOAw4TSd6mfs3I2PKy7yyfhT4xSRPPl9AbZOSvMiV4uh4xozxTgCDlz5PG6BJRneX8QEeBcMoUewhmIaGbiMzhyFgpesjOAQTYYhjZELw0W6cfOrPdP4dzZSOVgSxvfOqtn2Tct4RUfz+75ZjDnAAo0M0jxs/2blvWWg2BtgbRtaJ1OpxwkUFVV43AeftvR9/845wZCPqXVQL6qqnIgCOvGiZhE+w3seYb7wQFhDKwb8mwezjLG/RlU8Qye4yyWs+roEYBszvohJ/TFgTM5MMtzoKXBJ/0QhAGwkBmnZDEiSv/Wew7mGSwSnXc5s7PjPNNgPfMIc2HuDpQA6gw8nYlA5tn/6zFYtrJsutrAQRKqBCxbli/rsG1p3e79C73RowRDyIpBHypUvK8SIMzJh5RG85vXaiwWi3JCLOCINSPQ6DI8n0ZJwMVBNmSM4M5isSjvv0P2+byqqmKrCVIOBoMYjUblGTxzOp0WsMbn6F9ny5EJdArzASCtVqsYjUYvlVpCI+ZB4xnYbZ7rrPFgMCjvaHPGFFlChgnekAGczWYREY3TuWkcQgOYQhZZ84goehe/odPplAxup9MpB6pQlTMajYo9sy7g1SmcQAvNXJJuYOdDpxxcy6DOepVgwfuQs60AdlY6FgA+M/GsrHEsXF7ijap2siAuDE5E3qUMLmmwsrZBwrhwvyMpOL84XDaEdkBxiB3hN8Oh4B1Fdf9EYVACRCn4zkae+y3UPN+lUhhvmIsxOZ1th8SlMSgu90fL2QIbeWhnRsYoWuhpdhJZF/43UPT/BiSMw+trQ+e0uaOtzCNnnqBzdjy3vWGwUfjmCQyX50/JifkLh8wbwl1yRCTbe3RYP55lB6wNyOPk2FHxGjtKbh6zU0qJCoqdfQp2NB2VNi/zLBS5ZTuiWSZmA0VrCzRERCPbxP+ORmK8cAIAQgaEzva4HA2DxI/HG9Hc85rBcx4nf9vB5pl2vFmL/MPnueWgTpa1NlnKQa9sJLetAezgv+l0GuPxuDiLBwcHpewH4B5xz+s+xRRZ4ih0H7jDb47jN+9GrE84dcYF2ch0a3PmWRMyg87sIj9kiIm8+3RLZ9t8aIpLlHBou91uucd2FvmiFNo21vNq4x0HAJBNIvVHR0cxGo1K2RQgmGPQKd2yfsdGwreuCHDABRlGTg8PD4s/kgOCzoKwLtCHQBi2HtuFHnZWzyeuGowi+9jebONcQmY9Ymc165BtajlLwomOn3/+eUyn0wLced9iv98vJXjsnbu6uioVE6yJK0WQYbJ1gI3z8/NG1QvBLgfAfOiMwaP9Tewb+7boj8wWr/LhtQ3wJBkyQNLNzU2ZhwNzZPM6nU5jryrjtE9j/mC8HDgE8IeHfS3Po2946OjoKB48eBAPHjwoB4JBC8bFOKEHAOr8/LzxHknoREADeT04OIjhcBj7+/tFh+DD8BzbYoLP6EdjD3wZB2k50TlnxpFFjwt9GbHeG26ZcgltxPrl85kG79q2AthFNPfYGcA5wuDPbKAcJczXbfqurU9H8u2Y5CxCdm4i1oclOJrp59qIZiVrGhgseMy0TI8Mdv2Zn+f78j0Gnyhxj9/3G5x5LfI9zmK09Znpx7igSf4+Z/z4zGuT1zCXwOVxto3fa0GfdnpRhAbTdkC31QDSvI4AtoimM+AyRWd7rIQcBURxcq3LxYieEaG0Q0nm8Pj4uOGIrFarYkzu7u7i+Pg4IpovqibyiuEzOIGXPBcAK4YNpe6T38xjRNi5z/3gJEBPFHHmBdMIfmGeLqfBeDJeQB4Gqtvtls3ydV0XBxrHg/crdbvduLy8bLzWwMEPnO+IdaYkIholOXkMPnGTNcNJxlA5+wNv+T1JlOk4cGYngn6hmde6rXnvj8v/tqmx9jc3N+XkNJ+a5kChZdI60LoTfjaP+n8f8pFPVoP/XDrLs+nfWeiI5nH8XGuZA6gh4wR7Dg8PGxFtR+jNK3n/Xy75Q8a5Bn3g4JBt5PX1dUMmzbvOfFNydnx8HGdnZyXqj14ajUZFPimLgwZk9shucUofR9Z7Xe0s8rdPYISm6EsDUNbLOtmByoj1ITjOUOCom070xY+BKv3xnLwGBsbb2uBbMljw5eHhYSmZu7u7K+9rY02q6v7QEIIvzJmSwb29vbi8vCzfExi8u7t/kT00Y3+f372ILmQN0dOA54j76pXz8/NYLBbl/XOTyaSU3UL7uq6L3eTdl4eHh/H48eM4Pz+PL774otgDwOBwOCw27fj4uASK6A9AhU06OTlpnGoJACQA1el0ShYK3e1A52AwKHqI4IsB9Keffhqnp6fllRMGTwQxkQf3u7+/X07YhGY5AIkMTCaTsqbYHdYa8OVsYlVVJYs4Go1K2bz1BcFqDpchMIc9g2+QHebhoAA0RSdb1u3r50Dau7atAXZWNv7sVde33effVp65r7b7HQne9LzXnYeNdh6TI2Bt822bU+4nPy//73HYOcjPeJNm2rTR83XXblPfEc3ystf5btPzbJw85020yH3lbEFbv/79bWw5Y2kHAsfASsbOHBG/iJdPCnWGDQf/9vY2+v1+MVgRa2DHS40B4svlspSx2fhiVIgkony9zwXnJssXRo3oNkbGJUgoafq104WDaeMMmHSGzxu423i1qtZHXePwYjShmzM5RBd5yfFqta7px4mjpAxexPHw/A2+WBcDRQC1s9IGB4zNYMzOLDSGP3AeeB8UR0U70uk1yjKeM36mJcaSMbEe29SQH0qK2EMSsT491nKDQcdpwiEE3OMkwm/0QeSfk2IXi0UMBoNSlsQYItb7T3OlSA5mcg2OYUSUwyU8t6pav0cQWfYLnu/u7kqpFPINT5HtR9c6S0QmyaCS7AXjzsAVp8/BOXgEuXCZlIGdqwEIkriMmfI0SvEAubyawS80t71hLfmOrAnXsbY5gAld4QFsOI4ftCVYAuCw7qPPrON5hlv+39exNgaV29Sqqoqzs7OS4eHdZY8ePYq6rss70iKiEZCD39G/vV4vJpNJI6PFOsGbnIY4Ho9LKS/BwbquSwaPrBT8kwP16P/Ly8uSbTo9PY1er1dkmyAYMr1YLOL8/LwcMGL9h+wRdCQo4eo0Di2x/GGr+IxnmZ+Gw2GpKOh2u/Hs2bOi17FF2B9sycHBQTx8+LDI00/91E/FyclJDIfDQifssGkCnY6Ojgptfcom+g7bxOfIAONkHsiDdQoZPAexHIxh3WhU9Pn1IVQPwD/QEb5yNZr5dFODx9At78On3Bpgl5Xy29yX//Y1bfe96vtXXf+61+WxvE40muteNZdXjb2NFjkb9aZzctvWjNSmuWzKqL2K35y9aOsvl9x+m8AdysglNjhizthGNDf441DiiBIlt1NEebKzKDggvEDXQAAHEufLe4J8FLxLE51lZYxtwRtnlZ0hR1EzZ/pydhqj4OibswsGff6JiDJWHCkccDu2RFUBiTibXEM5GHSgHwwI44IGnGAWEQ2Qyhi99l5X+sK5tNOME8l6wRt2Puyg5uw/NHSWFLpnYOeyL/owgGzTgwaCLv3epuaMCs6/s2nmWRwweNTlVGRUuRaZoo9Op1MOIPChDTgsACg76LnywsAAerIWBDDgKf72D45JzuAyDvQNvyOa/JhBWwYXzhwRHOFvaAZP8zyflIgDTwbx+Pi4HIMPYHZwyyV+rBcyy9j7/X4p8zO9HHU3uHLmzEEk3+txOHsKr0An1s/bGQzqLEMG7NnBdFbP/0NHB7ysS7al4ZA/efIkfvCDH8STJ08KuPnkk09KGT7jJ7vqsj/4++LiIg4PD8urbsiyEqygJBjbd319XfZk7e3tFcefIFxVVTGdTqOu65LVu729LS8Fd/m9SxwjXi7bvLq6islkUsbR7Xbj6dOncXFxUUAGB8FYjrj/5uam2BsAE888OjpqHKgCaCMjaf6OiJhMJoXu8Bt7CQ8PD+Pk5CQePnwYvV4vhsNhPHz4sJRMAgb9iqFer1dOpazr+5fEk7GnDP3o6Cju7tYnMkesQVdVVQXYORuZATUB22zrySByuq0DllQfQE90iYNQrqLIgBI62deIaPoQPvzFvsS7tK2T1E0gxmCnDfRs+u5tfnLEOAOkTc9CGPI9fJYzea8737a5tI2RH2dPvooWr5qjx5fB4evQPSIagpTn6c897jae2NSPgZXHl7NyecxtNLej2fZ8O1f+PP+9zQ0j5KwBjogPDKEZ0Lj0mf+hHU45faEgcdoMlvI6AQjdJxFrK087OPz4O8bRtr4em09uBKzizHGCGHuaIqLsfeB5PgXNzhTf13XzHVvQDOeX089wPHEOmQd7pqCJwbXlyuCNebdll/kMw2ba2BnN+gua2fk0SDY4ex3dkseVHdecIfQY8/0YQJcXblOr67qRSWPPB1FZNzsf/O+1ZF2QE9aM/3FACJ4cHR2VvSaUabKOAJa8v5lMgzN5Lq32b3Sro+DOuNEf8uUgQERzf42j5M5M+oRAZwUNQCy3PvnWcsQrDXjxMuWUZO0YL04i64ReqqqqZGBwignuOduI/EJvaO7qAZfYss55/w+yYr0GLQxAcQjR5d1ut+gpl2TyHGdq4C90rQN6yGtbmfQ2BnVXq1WMx+N49uxZXF5eFjmgFJD18rvjmKP9MvM9dpCgTKezfu8dMkIVwpMnT0r5Idd67xxrcXx8XGxLxFq/AUojovCND/Qh6EbZYFVVjZeHk0Ei4MDBSTc3NzEYDAqoW61WZU8h818sFnFyctIImACgkNfpdBoXFxeFb3zQCntHyWDv7+/HcDiMTz75pAA7Bz7QT5TnA3giogReqqoqwLjX65VKH+jHuM23BEhsp/yD/oiIUm6ZQZrtsp9R13WRb9ZtNBoVmjIO1iOi3S+1TOVAdJb/9xGofG1gV1VVNyL+3xHxo7qu/1BVVQ8i4i9FxM9ExG9GxD9Z1/X5i2v/VET88YhYRsQ/W9f1X/uKvhvvEOEzFo5Ig9/5wkK4/Cdi/TJgR8yJErJw9OujcHH0jJ5ZOBsvxuJjWYkO2kFxBJvn8yzG5+gl0XmYjO+8l4Z+rYQcWYd5HGmDNo6K2kByjY3VYrE+jjuiWVZEfxgWz9OnPFlZ2MH3Gvtv5pKdnBy9dDO97ey5lMbfe63NZxkA2mg7Qu3Mgo2ly2/oKzuzr9s+pJwxPssTzprBlBWQFZL3IuS1ZL0NEgx6UXZ2alhX097Omtc0Ikr5ZeaFDB4MKnLWLtPC91pO8piRjwysMBDwmE8ic/loBnYYQrIIGDX6Ml2tQ3BEDHIznxowRjRLmNm3lGmBvsyOsoMAbeDaa8ZYuD/rbQxwG+9YF+a19d+sg2X9bTLmH1rOaM4As5YZoPNjkMw8I9ZAFj4wwMoguw1se38X+jmXZzJWZ8c2ZWraAgxZjrmO5rE5aMB3BmxtMkak3oAS2jhzhW3qdDrl/VSUqA2Hw0YABVnNFQs009oRd2SQkrrBYNDgb3QoZWMOsDJXH65im2WQ7B+vA8+37uE34ABw4syB55N1Yy7ZtK57W1tG+5CyVtd1ycpBk9vb27i6uiprjd8HEOJaslZk0yKiBEsAgnd3dyVr5f1nlEZeXFzEgwcPSjaX7+fzeeOUzrzvlcCMSxqzrodfAImDwaCsLfLCGAlUkMn2gTt1XTe2QcCnlFE6WHN8fFz2a5JRpLSxrusCPP3Ouf39/Xjw4EGcnp7GaDSKjz76qOwJp5SbsmX2qGEX7Hszn/l8XgKfg8EgHj58WGhK5QPZUQc9xW/FdtEnzwMkAmLzC8r39vbKnkyCBOhT+mBdXHIOsGNt4CPWeTabNU7XZr7Q3j6nT/582/YmGbt/LiL+bkRwzuovRsRfr+v6l6qq+sUX//9CVVX/SET8kYj43RHx3Yj4d6uq+rm6rl9+Ff2LZkfODj5MnhUchMhp0YhoGMAcyXc5BwbARiEbNJ5lgbCSJUuRjaHHw7MzsMMJc1lOnpPnlgW+bd52mrnGNLbTzPd2lHCaDWQiXj6e3Y6sn5XplJ9LX56vI5T0kz+zU5kFOK+X1yF/zz1ch2EzTbxmVnhtoK7NoXkbJzO1DyZnjI+jn6nzt3LC2TAgt9NpEOiSHX6Wy/UGagwrNPFpXD6xkfIWb2y2Ys5gkNKrNmfLYJJ783j5HIfXNfdEFZkDe6QIdhCR5Xl2EolQ8p2zgUT+iPhRBmbDwrU433baKbHDeUV/eY5kI9FJOI/I7XK5fs+SS13hfZdW8ixnVHEczfPoA67P6wE/AWyROet561TLD3TLANx0z7r2DdoHlzPoD7/iFPBZ1tcOBJivcGb4HB3t0kN4Bceek/QWi0WMx+OYTCaFRykt63bX76jCbnKoCVljQAhzYvwOMgLgKQm2fXA22cCMbKb3mBHFJ0OGE2kbFRENpxB9QIMfO51Oydjt7e3FcDiM0WjUCHZg83C+q2r9WgpoyjquVqsCBDh8aTQaNbI7VVUVkMFaIps0+N/BWzvxBulkmLrd9R4q61+up3/0EyAYmbc95RqP0U4pWUsDXcvxW7YP6jtS/vfs2bOic11qSJBrtVo19COBeWf9KcOE3ujeyWRSjsXngA5sAveYp8kaUgIJ3/rUy9lsVni4rusC7jqdTtm2wB5lB6QZN6e7RkTZV2sdS/ZuOp0WelEyend3V8ZHsI+DyijpJBCCTbu9vS16BH7q9XpxenpaDoChpNKHb1lfAVJtJ+AxghzelwvwBGzZz6V00gkLeMI2hfJr7090GeZqtSqvM4BnAHWcTOsEA33ng9dsl5BpfIzJZFJO1by6uirnDkAXl8u/Bx/y9YBdVVXfi4g/GBF/NiL++Rcf/+GI+P0v/v7XIuJvRMQvvPj8L9Z1fRMRv1FV1fcj4vdFxH+wqX9H+XEkHZFs+8Ex93URzRMns+LPEXkr3xxRxNg4soUjmiOlBgAv6PVSVDq3Noe5rS+PP9MExeuonKO1OSLq73MWL8+1LfLbRqf8fy7RQqh9fe6TufF5fg7z9vW5b+YPLezQZoff48Ho2dFyhNXf46B43Tz2/Pmbtg8tZ8wHJ4TypHzEL/JlpYvitbNthWbnHqcCh9FHJqPE6B+HwgdC8B3lL8gdDkdEFAcKp4yxYXCJjgE2cXJtzBmP5diRTjsCrC8AKoN8Z+NyRB1+skGIWINLH4/scSyXy4YjYZ4FKEInOyAcEe2sFk4INLUuQYcgKxHNF0x7rES8cQINHqtqfSR8RJRMC+tj2WgLlDhqyRigO/TJ4O5tQN3XJWdEaXHCOHGP9WKNoIeDBdDPANGvJkFvR6zfbWaAD9/c3d3FeDyO8Xhc+h4MBoUfDewWi0XJHMOHfHZ5eVnmBQACfKB34aNOp1MOqsCZMviMiIZ+IMrtH5+mCy3QD85+WE9FvPxqIp7lgI59BB+KMJ/Pi+zgxLHPzvLAfkacdBxf5ID1QBYYEw7larUqesigj8a90JXywZxRzMEl20fzgwMo9OXxoX+ti3PgwTrzTdqHlrXVahWfffZZ7O3txdnZWQlOUFLIumBzyBhxOEcO1rtUk+DB3t5eAfyXl5fx7NmzePbsWZGl5XIZT58+LfvgVqtVXF1dxXA4jIgoB6P4gKvlchkXFxfR7/fj5OSkvK8Q3qMfSqpvbm7KIWJHR0eFr8bjceFDDijh8BVnm9gLyH49AN18Pi8HBtX1+iAt+ODk5KToBGczAW1HR0flGuQcAIPN6fV6jXcGEsi1LmEvI8FH+kYfWFeyJ5ATeBlXrsQiiN3r9QpghfaeB3QGeKOTbPvbkj72sR30ImBLQyejYwDr0CKXfb5loLLRXjdj9+cj4n8eEUN99nFd15+9GPhnVVU9fvH5pxHxN3XdD1981mhVVf18RPx8xD3TWalbIfvHBPD//pwIlLMJNiZWtoC6rOAy4HPkqm1MEdFQIm0gxs3RF0fTHIG1sbKy9txtoOgrRxuZt4GSHbn8gzFnrvTpZ+b/szOfQaFBVwaWdtZe8EUD3GWnwX0a+DF2FFQGzO47zzmvF86TeQeQ6O89Fpozs2/R/ny8Zzl7Me8iaw8fPmzIhjPCuRwHmpselk07gAbMyJLLq7OzaN5yCQPOhw+BAExk/ouIYtRQupQ6AOwiohEZY40imofDwGPcb8PjoAj0aVtjA3x+DExztiVivdnaeg1AyQlfGD7GYZ0BoOMeDEVENJwJdBNlkXa00T1tQYmc9YdWZDNplnPGxvMYi0EZhjdn2bk3AzfzmPvg2W/Y/nx8YDl78OBB2ftzfn5eDmmAJ6CjaebtAziWppEz6qwn/InDxn4b5OPm5iaePHkS5+fnBSB6T6ud3slkUjLJ8AaHPQDsIqKUK7EeBubL5bJEybvdbon6A/TIpOE4MX6exwET8DagiXssRwZwzgKYljmgaV4hyGR7hg9AQMSZMsaKHsK5ZR8fNIC+/HbgjHEB7BwIMQhz1pzf/jHf5ACMZcXAz5U5rJOz9FzH524An7dofz4+oO94enoaX3zxRQEIl5eXMRgMyn5K6ODMMAeaEHRg3cgEo2sBAuhHeIOSQmQQPnry5El5dx46G3DotUQObVe57urqqryvzvsnO5370mIqa3x4UgamLpMcj8dFjhg/4+UVEGTG67ougIzMLYfNADjIph0dHRW+h9+wQ9DEtprn2r4hQ9xDVpVnYWvRGWdnZ9Hr9UoWfm9vr9g7Sj2RH3SNT7lFfqnGyf5fxNre2R9BNpxNc/UausW+hPskIMXa9Pv9GA6H5aXo8Ntisd5L/K7tKyW1qqo/FBFf1nX9H1VV9ftfo882uPmS5a3r+pcj4pcjIj755JM6g4s2EGXQxMJHNLMtvj47Zm1AxkAPoADAMvDIWSSDGAxuzvhYYbsZjBkgZPQPc7qfPA+DGvrlbxs5zyHTifsQIs+R+/1ZpnH+zvdiWNoAn//nWtY0A1HG3GA0gTbT3E4115n2/jE9DUJweO0sWJh5Ds/m7zbn+HXah5KziKas/czP/Eytz0t0zvPBYHW73QbAspKzYeG3+8JJAHjgxJG9MEjJ6+zmjKHX2LLn98xhgL2fgmgr+xMYJ85XRBPY4bTyOfcwBjvGzlJkXjagMlDxvXao2gJC+WfD+r7kZDvazPPssBu0W0YzWLKTmMfv53vebc5kdkQzsLODYmBs2eJ+y7zH/Drt65Kz3/bbflsNKHcGBP7EYTPA92ludhq5HweAVxlErMvpyXBx6A8vVIbv7VxCa/MrfG4wgjOME4hzQ2DCtthBM+wNIJRspW1yDjISNZ9Op4UPkFMDWO5xICCvv+XBMma+8nU5uGA+9z7Tw8PDshY4sd4fh3zxHsnsGDJH1s26Ex6IiEZmh76hpXWDQSGfWZ6ZV8Ra13BdYe6qeVqqzzHgPvf3Ju3r8B0//fTT+uLiotgvSus7nU55aXVVVSVjAp8DvJwZhR6sEbT2Xl4f0nN9fR1ffvllyVaRwePanK02oGFdAU+UObJ+vA4Hfufk5AyQsu8Bj93d3ZXMPHxhmabqhP2FZOocdFyt1tskXHmCzC4Wi5jP5zGZTEpGjGyVZe/y8rIBKPP4I6LIF3KEXQaEoQvI1lPKSKaaQBK87O0DzN/JFHx2AzXW2QGjbIPEg+bzRlIAnclaZp+QObAv0ve+qYxtaq8TgvlHI+K/VVXVfzMiDiNiVFXV/zEivqiq6pMXEZdPIuLLF9f/MCJ+Svd/LyJ+/KoHENmjfj1iHSVZLBYNpoFwe3t75cWIzgxQ9w4T+jAPXpiIcHOqDwYTx5DThFhMBNQROgSNo6l9zDiOvx0Qo3AEA2MSEUWYUa4u2zLgQwlRy43Bc60xzGRAlIESxglhQ1khFERmIqLsrbFD0u/3YzAYlD5xQhyl8Hyz887coRF04DNHN+20uzFnRxp9uI2NujeeUyKQs7PO6CDMdkay8bfRNMh7y/bB5YxWVesXbfu9U8hLnqfBMnO10eP67LjzN421wumzQ+FshI9k9ntsHGhhzZB11oL1tOPpecMH9E+JKHxGxN1rjmNsw4UBgkeQW0d5DaLI8lVVVQ5y8BrYQUeuI5pBlWwgkAlnSsjmdDqdsgGdaDZyYMcU59RlJ9AxB8banOK2rIGb18D6MKJZ3mJQZ7k1D9kRdzbiDYMpX4uc4TQNBoPinLAHBr5y5sXAlznSoAX7huBRl9qimykbhKYHBwdxenpabFhd16UMDbrC7/AvzyBzQ3CE15sYxDEO5myHDduMTPOdS5fhUxxPvyQYW0sJq51cSp3gTeSEOVF+xQl7w+GwlGWhIxwQ4np0ocdvvnRwCrnzwWmUrsKXPqCKa62TTGPuySCqLZBrkGC+cVCObHl2POEpyw+2NAeQMtB9w/bBZa2u68ILlC0CHjg8JyIKQPnkk0/iwYMHDZmD5uw/joiil/EPe71enJ2dxf7+fjx+/LgBepCZjz76qOhhDjSBH8ni2a+iLH42m8Xz589jMpmU8T98+LBRyYb9gW957qefflr8N/uyy+Wy+LHL5TKm02kpx3ZCBNmmnJKsGfJP2SZ8FxHFXk8mk0agglNI8eUBogBNnun3tNJXVVUlC9jv9wvoxhc4OTkpgRWydARZoYl51SXiDjjB0/BLxNovQR/gc9ungNd4hgGzr3EQoC3gaBnKB+q8z/aVvdZ1/aci4k9FRLyIuvzP6rr+71VV9b+NiD8aEb/04vdfeXHLX42If7Oqqj8X9xtgf2dE/K1XPcPRhDZg5xSoMy1snoTRYXYiMkbqKF6fCobDgyLwkccwDIqSZ8MAmYEimhE6O2JtwI55sfgIkqMidmhRvjBp3kPkTNmrgB2Kx6UFZDcwjLnECpr4Hr/I05kTrnMzPRyhdvkXz3YGx04tNGvjHTt3FibWyGVgOAH+MbijDwyZI3nOiuCI52e/SfbA7euQM+iFjNmQm9+RjW6321DKKL1ut1ui0kQw4RsMC/QngghfGABZOdopcwQyIhprxDP4DGPmaDSfO0uCLBGwoS/mxhigg8GEZYf+4Cnzih0yBx3gw5zd0NqXcTN2HGnon99lBp3QRZ4zz7djGhGNgx4wqDkaa36wXstrYoNmh5J+GB96jXl6fQGapp3plaOlrIWdz0yTr2pfp5zNZrPCbz5dlHk4G8x6W99ZB1UvMgnoHTb6I4+UYRKRXy6XpYzQ+2YYG+uFrbD9QFboKyLKYQ44PZ4Djiz2EFsQEcXp9PH/trvYIvpyAMe2xEEA5s112EbrHX5zve9Hh0wmk5jNZmUdcIAd5HE/8C58zZryf0QUYAdv4nw6GOFgR+bl5XJ9WA332y7yuYM9mwInjNeBE+5v00eWM99rmXyT9nXI2mJxfzplv98vDv9yuSz7lwBdrCm/0ZUuywPU+AAUZ6yOj49jNpvFZDIpIP3y8jI6nU4Bbejpuq7L/mJkYj6fR6fTidPT04hYv/IAHiH4dnh4GOPx+KUtCgTS4Vn4BT1PgBDZYi8X73jDVlhfcx1rzmEl6G0OIHKlQV3XpW/7Ent7e3F6ehonJycFeF1fX8f5+XkpB59Op3F6ehqDwaBkVNEhjMGBLPMxARXAPIfP2FZl/jU4A2j7cCbsuf0Ly5eBvw+Gcnm2x4xOyIDNviNrbz/gDYOTX9neBS7+UkT85aqq/nhE/FZE/BMREXVd/2pVVX85Iv5ORCwi4p+pv+IEseVyWd5BgvExYMFQOGOHQYA5TRhqbmE2mJ8MlTN2BnYILe8ooV8YDxDpaCURy3zKFddEvAzsDLxsPDAA7mtTxs7AzkoLB9nZERtirjVIA9w5a8mcIqI4mtxDpIM6c8DCdDot7wBzVJ7xGFRA8+zsGbzm6K8jJ/TNfABwRMFcwmOjBn/4x04FdEZo7VjQl6NNGcy9RVTzq9p7k7OIewUymUyKMWuLxqKAHC30NQ4g8LmDKJZZO/oYOAwujiAOMHyJUwnvc5/3OFAK6sialThrib5gHT0PO9YYOv4no2KHirlQNod8ZqeIawyUDIDoC6ONTOBwUlLHD04Bsm3+NB1wKpwF4zoHrGzEHNSAZnZ0MZw50m8ZIHsJPRwEMU/QXsdJzPNsa6bve2jvVc6Wy/vDESLugx/9fj8ePnxYyrYoN8LOWK/gFDg4By15GfF4PC4ZJj7n9DuyADidOK8Rzaw1TshqtSr8tVqtyuEEPk6cKo4sVwYbDrLaljiYgrxyuAvONPdQTUHgFtrZWQKo2Z7kZ6HbCDRxf6dzXxr25MmT+OKLL0oWAz49Pz8vMsSBHA8ePIhPPvmkAGX4DVvlioUcnEQufUy6QTaVMNg3fBquzVkDdJszIdbjVVU1nHw7ow4U0yynbbbY975H2/beZA1du1wuyzvZ2MP04MGDsreMrJPXzhkj5obd4jAPgoar1SqePXtWfFVKnjkwJSLKZ9a/PjCHdX/+/Hn57vDwMGazWYzH43IPfi6yDhih/6Ojo6L3B4NBsTXI1NXVVSyX9yXbFxcXRUf4Jd7wGomKXq9XgCN63JU8Duzf3t6/ToI+67ouQHoymZTM+NXVVfzwhz+MX//1X48vv/yyHIbEvfDWarUq6/WzP/uz8fjx47LPEP86B6BcxghQi4hyIA7+rF9jwVrmSi0HLuEB615kD/rZ37S+RpdCJ+tGB1jcR04avS+A90bArq7rvxH3JxhFXdfPIuIPbLjuz8b9KUiv22+JNmZgh2HBOTKwg7gYE5QsjhBRFRQfjpEdOtdeIxhEbABx3IsA8U4gPru9vS3RAIwHghzRLGegPwycDS7X5gyjU+Awoku22oAd/efoHtcamG4CdjwXI889ZEpRPNCR6/g+Yr1vIKKZLeK5rC30scMAvR25djNgtdLG+GUQxhgYh50JGzxHfHmmsxz+7XVjHXNG5k3bh5KziDWwo74fOjmqCb9CVysy5gtNUW4Gea5Vj1hnZlyei8I2uGd8eV3NoxgTl3aYb+1YeR0MEDxH5oXusB5xUCEiGnPl2Y52Wz/l4I6zz91ut5Ry4XjRn0/pQxfhvDAeg0iXk0ATR+izDKP3zPPQ0E67gWg2Nnm9fI1llO8cIHCzvsyBoE2grm1Mb2sMP7SccRDC8fFxPHjwoLy018bdMggvGDzAhxFRZAHHEx4yYOd5ABq+wxY44oxjGbHOisPP2Ez0gNcor2d2XCOiAVzyPZS8Wb90Ovellzc3Ny/twYUmvo/gio+Mv7u7PxLdttnZPQD0kydP4oc//GF89tlnxclmzQyOyTTWdR2np6cNR505Yw+Z49XVVeMUWzIiNOQPHwLdxtozX3ifcTg4YpnDJtOYu/WxdUF2OK0HrF/sO9DXm2bs3D6UrC2XyxiPx9Hr9eLhw4cxHA7Lu8qOj4/LvLHz+Cd+tYC33WCrCFrjQy4WixIQhYbIhA/cGo1GBWw4IdDr9QpQZBsINKbccLValSAZwNzfExzA3uDn4lMZ1NhmMFb2oSHbbC1gP663EgHmclA2Isq+uogo1TPYe0DWwcFBXFxcxPe///34/ve/H19++WUJ9OIbIk+r1SqOj4/j5uYmHj9+XPx7dCXrTLAHMO2Tf9GJzIP5u0oFOYMX4G8DLeta+4+WNXS2g6eAYY/ZvoeBfi6RzhUG7yNQ+WEKPN+iobzsIOfos6OXRr+OJMGUzkTk6yPW0TADIC9Sm1Fr+94Or52UnMXxvPw8f+4xZkBCP1ZAGVjwdxvY4HcbTWBSFEZ+thnOc3eUEqcgO2QGtNzv+Rq4cb2vNf1zdN7gw+ud18r927mHDxw5MR9Z0L0m/t3mgL7PyMv7bii8iPXJTxHNsoUcRHFkD9oyvzbn3fR2ebWBH3QjCh5xTzfvQciyxlgwYBmQ0zL9zXf8z3wxoMwLo23+5TOyUihvb4yn3za6OJCA3EesyzWZr4MM5nPGaZ2US5kjopS3GvihV7OzZjo54ISMGRRbNq1DbKzyvgIHZ6BHBo/WNTkwskmesg541yDKh2qr1aocBf7w4cN48OBBAVyAcZwRnKOIdQkt9CJjS584c7zEN2INFth3fnp6Wvi1rutSIoWTenZ2Vl6sPRqNYn9/P8bjcQnewbf8JqPOASgEIGgue2Z9icovFouyX8nBO4APTiE8wL5EnLijo6N4+PBhnJyclLJS9FBEvDRW7Ll1BjxCZuL6+jouLi5iPB7H+fl5sV/Zri0W9++wPD8/L1kashHdbrc4mVQHAeIAdg6eOppvMAa9er1eydQQJPZ+8VxlMp/PS8URzq0zMfANmQp0lytZGE8O+kIDg0oHoLatnZ2dxcOHD+PTTz+N09PTRpAdIOcyzYh14sAVBpQsQ2PrIWjqjDsHpfjI/cePH5e9ar4OEEXAhYNSyLo/f/68nFKJ3BLUi2ja6ogoz7y4uIirq6sCBrGne3t75d1pEetABYB2NBo1sl6dTifOzs4aPujl5eVL+tg841cYwTfIQLfbjdlsFk+ePImnT5/GxcVFCeYyVoMlsmnPnj2Lq6urkn3d29srMkVVGK94wAcguAKNHJxy8sC+CTyyWq1K8Ae9iy10IJeA8nw+LzxlWhAAsn2jD+hOWWvGJ8ieg1bv2rYG2LUZdH+Wv88AKgOTTf34f+5r+3/TGH19Bg6bnmFHt21ebZ/l5zC2DGRMixxdy0BvEy1f9exM07Z+8zPa5up+zNgRL++9aRtz/r5tXfP1m8aT+8pAINPW3+X72pxQ/97GhpODIxfRPDaZhmKKWANhFD+Rfgwjnx8cHJToIg4SgQ+cC+97iFi/cBVnJke8cuCF5zszbMcfHkMeiJxiCJAXlC5jdebSoCY7fow1O7MR630TjMWlpQZ2ju65tCw7cIvFegO5AaB50gEuG7RcdunDFrLxML/nz/ks74dzhNcBHNbDz+I7xsfzs67hmW1yalDXpo+2qXU6nXLsOgeCOFtHuT8RYPMj90fc05zj2SPWJ/NWVdVwWqpq/SLm09PTODo6Kq9ZcBCRg7/I1jG2iHVFBY4asgiAwckClDFGgKWDBDhrZBxwbHE+DeRxfHh31XA4LHzCse0+3XW5XDb2n1rO7dzh9JEp4Rm869FHjQMIOfgEmeb1EWwV4YAz75ekpBZAx9HrZIjsoDs7lu03upR1tkwZcELTqlq/H7Etk+37/L9BsEtuHVSyTgdsbCOw63Q68bM/+7NlzxbOM3J0eXlZgAAVTs5IAzDquo6nT582gDb2KAcJoAVBm/Pz8+L0+3p4EPBwenpa7ACvLgBMffLJJyVIELF+H6PvJ0AQcc8f8O58Pi+Zag4fOTs7K4Acnjg+Pi6vM+n17l8bAK/7xEzum06nZcuEs5vwAby6WNy/BP34+DieP39ewCxgKydlJpNJsU/WY4vFIn70ox/Fp59+2qi0Yy1ub2/j/Pw8nj59WsDcxcVFrFb3VUiTyaQAV+5x4oIDD31oiTN2tp22jwR/OTjNQJTxU3HIGrJX11Vn6Dl0GvrIp4G+L3u2FcAOYXEaFKZG4aFcEEIrG5QaCg8HDqcSpY2DxEJjYCC8ox04eAgVP3yfN07n0wRhGBtVlIojijCYHV+fsuVN4o4kmnY4rjhTVdVM8WKoUfwIc3aa7GR5T4Pvi4gS+WU9EHRKDOyg2GlzeU3Ey864FSgK1t/ZgY5o7rGLiJfWiflkwJIb60xjHP6O9cjObRuws5O6jc184oilo11cl7PiyKMjezR41S8Wj1iDRvrx4QB872v5DufHQCvi5YNJMH52fnkmfTrLBjBEyRMVxwjktcOomgZta2y+5X/m4fItn1DJeC3bOKs4sIADO4d3d3fFyTY49JyRJfMw4zcAdbTQn9GYE3S102e5pRlYMy72TBqw5oCO9b9/b2pt8rctDaBlAIAO73a7xRmCf531hC7wJxk+sl+AFWykgxOAtZOTk3IPLwfOes0Bh8z3yAdZQfYE+n2KyFgGKWQiIpqnHNMPp4PWdV3+ZvzL5TKGw2EZL7Ib8fKhIc5220Hlu+l0WsAhJ+4dHR3FeDxu7OfPe0hpgLbZbBYXFxfx7NmzwvN+ZxfrAJAjgIIsm0eZN2AanWsgAbhmPuZzl2QDMtGplmnWNmfIXUGADDJOwI9L8JBvl5BtU+v1evE7fsfvaNj+Bw8exP7+flxcXBSg7QoLfCz2lR0cHMRisShZ66qqyonr5gvLcadz/zoFDgpx5s6H67UFKdmvWtf3x/Tv7+/H0dFRfPzxx/Hll1+W91+Ox+Pi6xJgOT09LYGOk5OTAmgBd/ilyF+/34+Ie3k+PT2N4XBYxra/v19O4kQPRaxfj8U8bWu9txy7CThmny/lof/gH/yD+OKLL4osD4fDEljBV7Q9mEwm8dlnn8UPfvCDEjiGfuwdHI/HJUPOlgVsqk+mtz7FX7Bd8trad0BHu7QUekesyycBduhyKhgWi0U5dOfq6iqm02lje9f19XXZ48vaQksAHpnQd5KLd+7hPTQWwtkDfpwFYO8BwAJ0HrF2CvyuGQM7gBzAzuVNEetIqI9nNli0Y2hnkMUFlBnY2SGyA5wj3nyW992YKQ3sMmhyOSmGgs8i1o6wHbxscCLWDpzBNC0DOwNtG22E1U4kLTvDBnb5+q/KjHnNoAdr4vrsTZko/+0SMa+Px2gwxw/953FvO7DL64yM+IRFmsuMI9avSjD4hz9RmlawziYYKDpKbhBiZWmA6Wi0eZn53N3dNbJ6liuXRTBmAzt0i7OIzjBhhHi2v7Ou2hQsyYbEJZd85+inI6ds2DaPuvwEp986yYEVR6ftQEIb5pSBlvftOLtGM40tX/4c2kF3nB7G7+c58GNZNz2z/G8rqIuIkg3w6ywi1o6B9YPXI/OVs7MOcvnAAL/jCuBAdBg7RjkYzqADo+hIeA/HM8sSWQlK1mh2lpCz0WgUR0dHZW68omA0GpVS0YhoZMsZAy+Wtl7yoVs4dhHrEkb4C6cLJxPn+ODgIEajUfT7/eJsRaxfZYRvQRYjYv0aiE6nU547mUyiqqpSaul95Tio3utqXek1tI1AvvP+RHwIB9PQAznATOYVpxRQmg+KWCzWB8tBYzut0DMDffPBNjUyZ/ge6DkyWfldYRHrcwzgdTvXlJ7iaHMQCUEEaPjgwYMYjUZxcnISt7e38YMf/KCs9cnJSQyHw5IdGwwGjaQCDv5kMonDw8MYjUaNCo6bm5t48uRJXF5eRkTzJPi7u7s4OTkp4JNy0Nvb2yJzo9EoHj582Liv0+kUkAfwur6+/v+3968xlm3tfh/0n2tVd3Xdqy97v+8+ry1sSyaSQYIcLBQDiqKYa4Twl4CMFOGAUb6gEOADOYd84kOkgFDkICSEFYgiyAXLRMSyBAZC+AYOiTiAE/twYp84fs+7b91dt1VVXd1Va/Kh6jfWbz49V3Xv3b13r/e8a0ilqlprzjHHeMZz+z/PM8bMl19+mcePH7eTOieTSQMW8BHgjUQIfrOD72TMyPJ9+eWXef78eZ4/f96COfv7+y2jOp/flnICeHge60aJ9Hx+u4/17OwsR0dHefnyZZKFzXASgxMznbWHR5K0cwWQL2MH7DrygC4iKIm/TLWDs2/QgP7QFcfHxw3oktEH8LEG1ldURQDKP6StDLBjoyuLjDJD0Y+9x8717nxOqtROJgvEW98RLt/vWllKN5IMMhAsJsYaY2pg5z0SzvgZ2Bl4ITymAQq6Al7mibIfOzyFuXJNsij/wHlivOw5QJnwHBsOxsvnAEhowBwReEcUGTNjNG1s3PiO6x3ZhjYoEhsb6G0QbOd2DEAnaZlgR4u8Rjg6REh5lsEc47Nj73HZkKxSm04XxyYnw9LBmoXB8MOn0BDlR+mA9yNgKB1BJdMALaEfQQA7MsgavIjMV+eoHjhQx2uwRHvw4MEgK886wbPICeNDXnCMxsCb5zMGNMyj8JrBHvLK88zfBraOvgP4XDLCPHBIXLpmwGraODvqMTEnZLOOyeOqINfBLdPdJaEuxXQbC+zVgEmlzao25Iwfg3N4yaU36JfqjBAUMTjHgWS9eEcbNo21f/jwYStL297ebvyLHudvB6sq7zvwwBo7yOOMhLN4BCiThT1Bh2PjPU9ntQFyNbjDnGnmN/qHr/ARoCf92z7xbHSZK18cmOU+nPFkcVS6gxW2habPGLCzbBnQV8BsefPfY8GPmqlgTtZxHCCDjnX5qisF/Ex+ryKwg8cdjN7e3s7p6Wm++eabZnu67rZM8fj4ONvb24Nj/jnOn/fGnZycDAJpBCgmk8Upq0+ePGnvs/vJT36So6OjdgIlawOY8Xsat7a28vjx47avFv8RXuDdjdPp4pVCrAH380qCjY2NHBwc5MmTJ4NqE2Th5cuXA/DOCbyAqZ2dnTx//rz5svP5vJ1Ay54x9gk7K89czs/PG23hYcAv4IWKEngOXUaGDb5DTuBBShk5MZRgzM3NTZt/3y8OeKFSgT4ATcidg8LYOgM4fGj7+ARr/NL7m5ubhhusu+1b0Hy4Cz+z2Synp6cNCHMQzNnZWXvex7BtKwHsUHyOTlo5OtKO8hsrmbQyZ8FruaQdHhue+hyXX7HgdnIdFa9ZNguZsxAwI8xUM3aMzX15vCgAGNMRC3/nH/q20XFUC3pCA4TXkTwMc7I4kIHv7RDzOeOm2ZH0uDwmAwpHqJmblQrNJXlWHgYiBnd2DKrw2IGtThZr5v78vw1sdcxWrW1s3Nb62xHxHhl42Zk6FBY8xm8MJFklZ2w3Njbai0gBbH7HHYqO8gp4yMqRaCfOrbPhlm0CQMliz18yBNjwsE9DA2hgQJFb+Afa1Ez4mAPu5yYLYESUk8APfRABtGxUsMXYr6+vW+SYz72h3HqGqDAGl/triWjlTzuhlXa+z+PyeOGLmiW3M8i60Ud1TJ1JNsiodLLDS2Zz1dp0Om2n9B0cHOTm5vYdabw7jdIdlwsZACSLk+A2NjYGWSrWj1Pg9vb2sre3l67rmiPJdckikEWpGZmMnZ2dlr1D7pBXbKWj4QAAAz2CLNYn1uOUb1IOx0Et6BYCthWw+ph5aFKDTgAV72PhNyVNZCkqT5KxQX6sA515c5nsixcvBidBw89E23Ga0RWsU7UPBuV8XysjnNmrNsbyYX1h+2V7CC8BXMmg1Hk4A+P1TT7+e7Y+VoM3eZXIbDbL5uZmZrNZfud3fqedPjqdTvPTn/60Bb/29/cHe1evrq7y2WeftYDhZDLJ+fn5IADy7NmzJMnJyUmePXuWL774opUaPnr0KM+ePWvgj2wf2UJKHp89e5bHjx+301yT5ODgIN9++22m09t35T179ixPnz7N119/3Q472traysXFRZ4+fZrPPvssDx7cvoqDd8GRFfr666/bfi9KhzksaTKZNMBGQBGwcXNz07JpBvi202Tm/A5I7Ol0Os2TJ0+SpPEZWbbZbJbr6+ucnp7m6dOng2f7QJJkkf3DR768vMzx8XEDai4ThrddfUZQyjLs4AZ+gMsnbUeQXQfRkgx0lOUK2alJAXxhggIO7rJWgLxvvvkmv/jFL3J2djY4GOpD2koAu6pgkuGpco5ujX3OD/fV7+p19XM7K76XsdkZ8b12UAyMUJAGX1VJ2gj6M5S+P3c0tM7BGTCPqTo/Y5/V+RnsVBqYvu5zjNbckyxKj/xZ7dPjoHlNPfcxvqkRT9NybJ517X2fx1z79dqw3lzHM1Yxqun24MGDPHv2rKX/iRrxHhpKenC4aAB3OxNEsIgkWnE5WwBdkFsDq5OTk3z11VfN0PHcBw8eZH9/P9PptPWNUkWRuySC9SAKCF/icOKkWXE6kgY4oB/2Xfj0Ou5zmZr3xfI3ir4GoAiGMHdnGaGtj8N2CYhfYO15JYvSSXgdQ2un0jzs9UC2PD+uZ72cufBvO9kGuDSPYyxTaEcdHoOvaubVvMe40D+rCuyePHmSg4ODHB4eDt5PeHp6OijzM4jFgej7vlVREGSAZ+AfIubQH5kj4s5n0+m0OXrw5KNHj/L48eOWrSKA4vJJ5NmgyyX41XECKMH77APlVE0aQQefGDiZTNp+OzIn8AYHDeC0wccAOoIK0A5ZPDw8fAs0b21ttRMx+74fvA4C8O3XguDwUj7KXB0QY1+dS0aTRTCp6ky+s/wli9epuELH2z14PnNyZU+14XZ0LV/O8NNsIx1Q5zr7HavWAGD7+/v5/PPP8+bNm3z55Zf53d/93bx48aLtmXOQ4vz8PI8fP2708mnP+/v7g72kl5eXLRBxdXXV3o0HcJtMFgeKYIe+/vrrHB0d5auvvmon4u7u7rb3swGY9vf3m8z95Cc/SXK75nt7e/n1X//1/OxnP8tkMmkZRUodAWLPnz9vp2vCxwQpkQ3Th+o1dPT19XUODg5a0JQSQCrWyBxSRjifz1ugCgDIe/iocIMXJ5Pbw6MODg7avUdHR22/L3S3v+ZD1VyuiA3EXqD70Aesby3vR+59giXfJcPTsZ2Uwa9xosB6xjaL/rCh8BK8hr60z0AGFGDLuvo1a7/1W7/1QXKxMsCOCXmzMAjazpijShgRlykRwfMpdC434VqycS778P4PED9OFM9EkBmTT+XiWpjTpVMwGX24zCUZOjMYaoSE57tfZ0pcWmMQ5Mgm3/lahMapaxtMmmv1fb2jnC6rq/t1nDH0Bl07ZKw5xqOWtuDMVL5xlN+/+d5Gib+Zh8vC7CByH+vEmpmmKAePnfkaUK5iA2BAY/ajkBWibNK19DhMyS2wIfLHS+mT27lTW86eAkovptNpy8zV/SJEsAy2k0WmwQ5/kmbA6IsSBkfrcCTha063Yyx9vzi5D1nimRhbeB2ljUGk1HGsxJpIHoCWzfH0wfMZr6OA3OegATzOWB3McaAIeXKfrnJgH4bX0IEneJi+XY5VgzfwDbxu0GrAyprVLHo1olzHOrs6wtc62+EyMoOGVWl2ODgI4ObmpkVokzR6OQqMrsNZm81mLSKPXUDOzs/Pk9yW/JB5Q38DUCjD9LvWcFAYA69I6PvFexEBYxcXF00n4MCRPcQOXFxc5OjoqGUK7DjiFPooeb6nzAsHkkxHBUJ+2bZ1uUuocaLgYXhoZ2dnUPIK/3/77bc5OztrgSmXaOII4vhPJpP2wnf0STLMFBhs0aCFgbEDhfAJ64rucIbSwJ95IxcuRU+Gp5pafmo1gT+rz7C80Sd8s4oBlCQNTCW3tHv+/Hm+/PLLbGxsZG9vrwUHOYiI1108eHB7yivbczg98/T0NFdXV9nb28vXX3+d6+vr7OzstIzs4eFhDg8Pmw9BxjBJAxz4S0myt7fXXskwmUxaeeKTJ09a5qbv+/Y6BWQO8PTixYu8ePEix8fHLbNzeno68EV8BsXGxsYgG/Xgwe1BK5z4ur293fbREchlzQ38yXr7nYucuEvZ42QyaSdiGtQkt/ZwNpvl22+/TZKmJ5I0mUsW1WrI9tHRUauYA9D2/aL6BZ2KDcDWQQvrSduim5vFoX8OpnIdPO/qHGScRl8O0vK9M36UjMJ3rrxjzsz38ePHTW4p/fzQthLADuIalZvg/kkWAKt+Tl/+zBEEfsbut3KzYfE46u/6PI/fDG4HxsxmZhqba2U4R97sGDnShpEbAyN2tkwDf1Zpb8fPIGtsnSpd6LcKGN/XCKzvt8FyX44aVtqbdl6HOk/Pg2ePrcUyPmTsjNOCb75ZxYajlGRwSAdKaSySfF9zFJvmAIOBrvuFjgAsom0uc7Yjg9OEgbm5uXmrfMwgwgDAfGXA4nINH85Ao1zDYKcCEmexLGPJ8lM/ccjoB0PDdQC0yWQRiLq8vBz04TJwz7PyI9d7TAZpNnqsh6Oovq7Oj76rnCxrljNkCTBTHdcxMGhgZxC7ig0QgUFHzpwhqjbG/1s+Kk2tm8ZAsIEDDgiy7mCj5dQyk6QFbiaTyVtZIu+XdWlmMjzowQEBdIsdOpxO5uEsN/KAs+lggx04AKZ1EPfxrip+I3u8Z4y9ReggaGNnjkAMMmt+8/OYj//mO2fE/GP5q+ubZMD/OIvwhh1F9+XAlQNijN36t2bULXdc7yCTdeOqtK7rWrkt2Tne4be3t9cyVQAZ8xZggjJjAhGcLrmzs9My4j4ICXBDMDJJO7QEernElxJOwAhJBWgNcIK/sYXb29ut5J59Zufn5zk9Pc2LFy+abBOQMZAn2OVAG2AN2XA1CAHSZPhOaTLSDhoki4PqnMny2Rbc+/nnnw/sJhlFwGcN5jmww+FP9g/QISR2mIODMMnwsDsHzwCB/MBD1r/2k50UqrbdPrTtk3nTusXyBw8SACcAwfUf2lYC2E0mkyaACGeyqAvf3t4ePTwFYvjgDyIpLARRUaI2u7u7zZnb2toanGgFE+zs7LRsGClinC/KRxgTB5D4dC+jcWffaBgrR/xRUDh6FlKMFtF3HE7vQyAL58yUnU87aTwfwfD+p67rmiBwohrKkCwfY93b22vZOcpXHNFgXjA0ZUUIpcEbY+V7FKCFx04595i+3g+G4bMBQ3laSRnQwEOsEbTw/3Y4xoTZGZxVbBsbt8dBz2azJifJ8EQ0InpEMlkDotHMHflBljCevE9rZ2enlZ7c3NxuOib6T6bdoCnJYB0wHhxAQZSQSHzdrAwfULdPqcObN28aULTDZYBeAQ+ywXhsgLjfAYPKxw6mmF/cB/Ltslcf3kSJF/uTKrg0/52fnw9eo4DDi3wYgAOM7BC6zI//7TRXoI58je07rsDXwM38ZoBXgzK1L8/VQatVBXZkC3BgTk5O2gZ5yxPOYpLmgLJe6CvkjGAGung+n7dyJ6LDdlYNRtCnPD/JoLTLp3fiVBnsIdNv3rxpmQRe/Aw429zcbM4hvJssZAXbkQz3cbnahnuxO8kiI20wV4N5FcRgs+rL0Yn6kx05ODhoJV/oCu9nTNJOEyXj4SCEMxyeGzLj6hVn1lyNwmd2/uwvOGBiEDbmjNIs2zWgVgGcgyfuG3ouCzCsQuu6Lnt7e43eZ2dnbS8kenV7e7u9CLzvF+8AxF8gkwdA2tzczOHhYT777LNcXl7mxYsX2dvby5MnT/L48eP89Kc/bcf204/35dEPuvPJkyctC4jjPplMBlVQgFPe5cj76NAZzKcGKvG9HPyvcuHsOj4uh8ckCzvkbDo84SAa/eBDIgcARe4leOzTQU9OTnJ8fJyzs7OWleKl8Yz10aNHefLkSZNXyxqVdYyHqh343s/m/2W2wXJZfbkabLR/af/ZusjyAS+YJsif/QgDRuiPzrUf+n3bygA7nDYDHRxvnMaxUzF9qANRDphvDNhRr4wzyv04MpeXlwNjm6QpCJjPET+iZy7NsiPF/MwMY8AuSXsvTT0V0wARpjSIJEpnx4/fyRDYuRTTCt7RuTdv3rSUNQzLesDg9VTMruvaqyasICqwsxDYIDsDhvDwvSMvbszDzqWBncEY/ZtGOPwGeKyXhZzxmubOPFiBWCGsYmOdfCKqgTAbqC0r0ML8QEQTgIw8dF3XDCngq5Y11wNFrEgZo2mLsqzlTD4B0FkHXhSLkcbweU+QnZQK6q28+Y5xAn6ddWPM5oOqzB3NN2/ZueJ5PmkMEMgpYpb9Wrrn/g1I4XEigTUTx9/JIlPuLIvnxw/PdRkhP15L92+nxPrGrWYMrT98jfl5FcEd/IgDcnR01Er/4GWAHcf7E711xDxZvMLn9evXbR8a9Nvd3W3H+BuMcYAK2QNOdvPhA5w49/z580yn01bOCT9hc2wLsHMcMsHzcGQAoByIQEm3S54N8usx/Q6IwOfoj2UZMju5Dk5Yj9A/fgMnCW5ubragCA60yymhP0ErHEv/rsEiAyrbLAM7Gn+b37kO+TDI8lwcnPK1tl8814En08+ZPT5z1Y8d0VUseU4WJa9XV1c5PT1te1i77rZkGfmyI04QxfuwKDGcTCY5PDzM7u5uPvvssyZnHIa0vb2dm5ublmlLhqe4X11dtcDpmzdv8u233+brr79u79fD2Wec9ncIZE6n03b42JMnTxp/EHRlbx3vZEQukUkCLPRPyTMAwtUE8GwN7rPnDR1A4GfM7tmeQ19nlX2yPAHHumecOSAz3OOgJ/ab7Rvwfi2LtM+epM3B/q4bfG4ZtY3DDsM//F/9P/ODg6sOrBpMOilRqx8+pK0EsEvGj++tRrv+7ehvvQcFWR2Sek29/z7C1iiaP+O+2qfHMPbssb6X0WRsTvXasTmNXXffNXUMy1ql29j1ddzvehbramNz3/Vja7Js/GP8NXatjeP79Lusj1+GVgFEjebaWQLkJouN/o5WGnBYcdlRc5Sa5ih8Mjygxz9cM+bYO8JnB4h76rPH7mGujJWxYDx8/X3r6zH7//q9AyXvKoU0EHN5FHMZc9JMI0cLx0CdAdwY7cfmuGzO75r/fe27BERWXdYIFvFSWvbOJG+/F9MZEfjRMkTlBo6OXwGE4+EIu2WFMTjA0nW3AZCzs7McHx+3kjO/y4ugDgGFZHggGA4KIJXrXeVA8IzMJY40Do6PkjfgdzDSgDBZ7EMlOOkgG78tCwSxoHuS9n4z5Nols64USRaHvZAx8H5yB0QcpK3N47EupNGv7anlqI4f59I6c8wHGAtGjslLlVnrBXhoFYEdgIJ5HR8ft9Lbr776qu395H1vFxcXmUwm7WAvg1/KLAmgUKJIIB/QxGEqVDBxwqgP0SEbhlywT+7Zs2dNxggmEATnWsZFkIT34FHlRBnlq1ev8vz585bNs/z4/XDz+by9HBzZRKawb+fn5+m6Lo8fP25rzbMZDzTousVrCZBlZDFJoxnbCA4ODgbBj+fPn7cTgufzxam3k8ntyb3eq215Rj6gE/rP9pr58tsVWQBEdJu3ctRMte0Q91u+PDbAMrqNZ1RfB91p39LBVtb3903G7ubmJkdHR21jqzNECA8Ra2fi2KvgWt2bm5tWKw3ToLxhNmfsHM2czWY5Pj7O6elp23wOc+DAwkicCMQY3lWKCePVjJ0VNZkFFAhMM5axQ3Ank2HGDmGrtfZW0M5eEAleVoqZpJWFOQWepGXs+JzSHkrHkmEGi7VM0krdGJ+BBdfihGCUasbOTjjAAwEbK8WE/gg243Y2ibVAyGspprOA/p/7VtXJpDHm5FapzGazvHz5spVI4LxQNmmauBQT3nnx4kV7kSrG7cWLF61U1y9lxbFFHi8uLprMHR8fJ8mgdGp3d7cZh6oQnRGj2ZGFp4nCE0GlP+SNo8p5bw7GFL1hB5PMxatXr1rJHCeJsRfA2RdnxR0swGiYbx3ddAkoTjRrQ8aO+dqxq6XKpokdy2WgESNdDaP1T+3Xa2H+sl6r9xms2Om00fQGdzukBi9jGZBVaV23yIxj116+fJmvvvoqp6en7YXZ/EAP9Bc0R2Y4uANQw0EEr1+/Hjhf2CZ4z8EVDlyhn67r2r4gdCdZDJ/wWLN41vk+eImyMcoZsVGUXSFv8Iudxel02va8+TUF2D9nCLgeR4jMCfYyycDRItMAKO6620yO9/X5gDDvAUT+fcAYANbOnqtAfA/0d2bPQc7KM/Q1FggyiPQ9Y0HIGuRxABqdA72QrWq/qnyvopxNJos94+z9fPHiRX7+85/nF7/4RQN4vCyc9djb22vbUJANfKkk7bNXr17lxYsXLUNNtUnf3x52UnUjgI1TcOFlDsTwC67px8ACfcu2nGRRvXZ0dNRs23x+eyDYixcvcnJyMgi4YIeTxbYfMvqUfQJyySIaYPLM+Xw+eBcdPht0h2+QGaoE2CaFj5ssfA3kYjab5fnz540mSVr2HL15dXWVzc3NdnKn9yiim3wqteXWgSiCQvRHkIY1Re9U3neVEK0CQOyu5d7+gm2cfUjLn7cdoL8/tK0EsEOB1rIlGIbvTDg73Rh5AwKDApyhuqdqbI8V/9eotsfI9y5VMlM5Ymjnw5koR+iTtHE6UsjftUxsjB7+DqGk78pwfOb5V1Do5/p5y9ak/l8Nl7MDBpv+zs20xbDXa2xcoS//m4Y2WHZMMKBe22RR4lkzh/RpYO4IPGPyuq5as+NdQUEtLfI9zmrxmWns68xnzvpxrR0FnMOLi4sm0zaqgJkqS/RfMx81qlbX3s8GLLEnz8AOZV0zZVyDona0sQZQlpVq1ei4m8fn5zoABU19D3ueTHM/E1nnegefLPs1++dxuCFvpi0BD+s2ZyCc5a1Gz5lTgz6XvBrYOYq6irJGIIRxwuN+Z5O3DFgv1/U1jV0+zXoRhKPEC91lB8K8/urVq2xsbLSM3dnZWduCgJ41wIHHzbPWH4zDgN4ySXOgAD1BcM/6hHGTRbTDiqPI+By4MK0Yb9X17gcQ6fJUB0k9Ju+H8t7kWgrukv4qo2N2kYZucQDTNMT5g0/G+N5yYrvnTAq8Yj6ybLlfAKx17aq1yWTSskw3Nzdtv2Tf963EljXb3t7O48ePm/6ZTG7fgXd6etqCea9fv26HWZyenraSfjLLlGryqgOCIFtbWy2YQJCcZATBzpOTk/zkJz/Jzc1NC14SEDw/Px+cWQDvJ2mlkxcXF9nf309yy08Aot3d3bx8+bIFetD16AQCQchCkgbUvL6UTFt3cUqoAyYAImiI30XWaTJZvMgdu8q+eN7hN5vNkizsiIMI2LKjo6NBVQJjsJ+GfoP27gPbZbmENg5aUYJLH+hO9mfa96RP1snbfOwLMEb7Ig6oVPljLi45/5C2EsAueXsPB59VZ61+nwxPS6zfjd1z3091Bmtfdmb8fY04W4n7+xpdW9b3svl+159ltBi7bmwtxu6rcx1zQtznGD3uoxPC7r+XGUQ/Y9k8/L+diMozY4ar3u91HHv2GD1XrdmZ5scRRzJTRCcx/JubmwOHh0gX15PN9v/e90MphUsWHIHjM7LDNfBQnRXGasCQpGVh7TSTbWTNDTZpNRjj6/2/gY+DD86y2Yg4cmnHqQZMxp7PuGrACqPgwISBmIMyPlmMz8aAG0Z+bHw0xr/MyXM/pvUYkH2XbquZBAMF+ntXCdynajhtlFudnp62l/uSMbMugn+9RxEHa3Nzs0XDieSzx3V7ezv7+/vt8JTr68V7JJ19Yy2c+Z3NZtna2srR0VFOTk6arJLFqM4JfzvThcNF9QZz8ZxqQM/ApUa/+W3e8fuuvM/HPE8GkcAC4Mu8jQyQIWe/IrqMLHyycB5xEDmMCeCA3qnBC/QO8wYoGriNNQcIye7YXnn/ETqAPu0cOkhiXqRVW+v14rsqq8zjYzicH7vBE13X5csvv8w333zTgBrzYb13d3fz5MmT7O/v5+DgoPEAIM1VYBy2wv03NzftkCJAEQfosS+TUkfABPw3m80ynU7zt//2387Tp0/b+xVrVRRg7/r6ur16ATtKwBH5Z903Nm7f+8gYj4+PBydiWnadxUpuefv4+Dh937czLo6OjtL3ffb391tJJJnxJE2fdd1iHx66AD7npeJ93zcAB3DmfZDIG7YZ4AkgtO5xpQ3jAUDyihVkuQaCkB3GSP9J2muazs/P2zU+bAcw6kAAOsR+qxMD6HCyi+gCBzK9N561rNVzH9pWAtiNgSj/fR+QGuunRp7q577+XU74fWMYu3dZf/f18677x+Yy1t+Yc2TDswzs1XvfZ07L1uz7tu/TRwVYtPsA2vvS+33A5H10WVVwZyfKDhTfjfHTGJith2Rw/VjmjGvs8L0ry2KQs8zhd6mZHfzq5Iw5L7SadaiBijomaFfBSgVoNattQ1XvM/Bz32N0XRZ4craEsTIODG7NkPu3I6bul749DuhW6cw1vve+9a1G2NkgnMkxvWSgsCzz+akbtMJ5ImJPKWLN6EIDZ33JKnkvCScz4oDgIDljl2SQmSHj64wd17C/znt/krdP93VwBR4kQMM4mXey2PPlMkR+XGrkdR2TGXiBH+81Y0yAWZ/ohyMJ+HdW2hlPMhM4YzhmjIUyWk455DeHSVCK7ayfwa8PpjKwo3yQz+EL088OoyP6ZA8ZM+/VpL9qgwyYoV9tVSehO7yfsG6FWIXGODc2NvLVV1/l5z//eY6OjnJ+fj7I2iS375PjdGVvqSHzSzke8kXZLgHOg4ODweEeZHqSRWn68fFxAxs47Pz/t/7W38rPfvaztj82SQOEACp4hz25u7u7SdJOgCRY4/euot+5fzpdbE+qWdmu6waAg20z8CVBVcAdMuJMvk/h9Em+nCbPD3zNOJF7DqYh0zqfz/Py5ctcXFzk5cuXbe02Njba/kKeT1DKoIjsm8EUMgfwRC7c9zfffNPkazabtSznxcVFO4Tx+vp69FR+sm72jxxQNebgWp9UbFuNTka/sLYf0lYG2JEN8GcodmcAICz1zjAYionPKPFAyROJREgtyCh/FDbKGGHxKYsYTAs+SN+OjiOezogwN65zJN+nBfJ93WOHsLovp7NraWKSZgRqapqxQT+iVUQ5nPr2CUPeg2dHhA2+PkXITG/G55msuZ1yK2PGO+YkMidHh6GdywS8lxGa8dsCWEtgDI4NSmq2qzqezgauWoPPXDtuh8QOu0uSxsp1aumVsw7wh3mWiBp8YxlgPHaIGCfOLbLNNbx82KdrjmW3KB0hgknzmCv/+XvzLNd43Wvmyz/+3GtgOjsi6GAMcnp1ddVOQ2MOpglzSxbOcZU1twrilmXToEGll0F13UPAOo7JRgVijnr6uTXDU+Wr9rGKDX0M6CBLhxPEe69YQ2exvRZk5Wzn4HNny/u+b6W6loE3b960jBwnyZE5J0r86tWrHB0dZWtrK3t7e4MDWZDzZFFqhN2jdA2e9Um7SZrNRTadabOD5uwYjf45GbDKJXaROc7n87YfEXnwqYcOUjiw1HVdA0bw2ny+KMl2FH8+n7dj6/f399se4tevX+fs7KyBZ3QccgotGDsZC9bSW0nsIPJ8HNfr6+uBA5hkAP45Ih8n1NUSNPOW9VNtBsDWyavWJpNJe+3G119/3bJ1Nzc37ZTXx48f5/DwsGXryJLB/33ft3fevXz5svme0+m0ZdI4WGU6neb09LTpPPTu+fl5AybobNu8m5vbcyS+/vrrPH36tAFMl/4BGAAo2DhnErETtdz98PCwfQZg67qugd7pdNrAoTP4k8mk7WsjY4hcob8pZyVDh2+HnkgW5aLYa/qAZ/l7Mpm0fejOCCZpvDuZTHJ2dpY3b940fTSdTts+SPuNtjuVL2pQORmWXuIbeB80tOWsiBcvXjQ9BsBjXzTlt4wvWRyCRKCpZufsbzAXxuEqhQ9tKwPsDIqSDAyZHUYMvsuvXHtuowLzJMNT/Gjcx2c2PjYAXpT6g4NK31xnZWlH0CDSByZURw+F7DnbIHEdwmvDRH8GMIBk7+Go4/e1phXg2NfyM5aNqf15XVB0ADKP0QJgxeKsgZnevFLBcgVhXFMdbtO09ufsTQVz7rNmfdzXqjVH2g3KmRMOAQ4nThR0tULFgXAwBOfVp/ZBRzIY7Gsx3cwLdrrgU9f0M0aMHg4cTqMdGWcxcH5ZpwpGoQljNa/hfDF3xkbZF33T+NyObjXiGGXAmGXFp3URkOKwJgde+A7Ax6Z9sjPIPM4gvO9afgc0oIPHyHytm6AZTpJl36DLa2lZtw4wCDSYRg/ZNtA/8uu9g6vWOPacFyYnC7DDe7E4ZMiBDsuLS6MvLy9bkG46nbbyS0rR7Dy53NOfe41to3As0AeUMrIWPtjF+38oTWOtzFNeTwfayDIYYLKm/I3ttkw4i0uQo+/7Vnpqu2n9b9rbnsCHyUJezYfJ4jAnO5Oc7oms4fgmC7BU39kHP/MZYJYAMmNEtgGGlhl+M3aXCuKwY799OIT9j1q+6Yyir7MttM+yig0ZAwyQdXrw4EGePXuWzz77LDs7Ozk8PGyBkq7r2oE+zn7v7u42ecV3BHBA5+SWLo8ePcr5+XkePnzYDjeCN6wfWYeuG56syt8AcHxRsvIELu38sw72/7ruNqt2cHDQ1u7k5CRJBplgDhTkIDOAzMHBQcsaUXpISWXVCRsbG28dWkgpZLKwtw6KWO6dALA88r1f9YNO4uAzTu7kGmTKOsNbDgClDhzjI7MmlJHv7u6+5QsjA+ipZBFcwRfCF8H34RnVf6CN2cMx3/9D20oAuxrJTRblANURryVE/k1z5Py+62HasYh73YdyX3+OItg5tPPmxv8GYnWudq4YgzNBFh76ch2/M3Z1zGM/PKOOh7/93GWZiWVraUBV6WhGrwJh+o316z4q3etYbMDH1tH9uj/m5fFBJ1+XrC6Yq80RYQMnnDecRRSo97UACFCILgXCEFIe5swgdAZY4vjhwCbjpUModzunBkguOaPfmlEniu5T6hwQQfGb91C8jBljY0fJwMVlYfBNzV47q+9AiwMFzNtlevfJq8fLvRy3fXl52bIG3lvV94tDKJzZg7ZJ2j6rZFh2a4NEY/3u05f1e55bQZ3Bh9fZkU/6ShZ7xlatzefzweEkLs/CEUNGAOzOjpjXCWKwt4uoNlFj72+Dptzv4FVdO5xLMnmUAV1eXrY1cVULMoKc4LjVEt+bm5vB/lx0AzxBwAG5tK71IQfILPoGmeCZzJn1r3th7GTyDGTe+24mk0kDAwZ+DjT7dE/WEacSoOrsTLIIkkJrfw4t7ZTWIKmDagZe1l/VX2Ev0nQ6bfrH90HHscoKy5zljP7tY61Km8/n7ZUdX331VU5OTlpmh+DJT37ykzx8+DCfffZZC4jYr0gW2egHDx60/V77+/uZTCZ59uxZs1OvX79up29ubGy0bDoll5T0QTP4hcA7p7+T0XPGBz5CjlhngDpBHQcVGf90Om1ZKAf5XEJd95kDcOiPE3Pn83kDbZzeSyAD0ImdSRYZdDKCyC3Ps311MM80J/v/5s3idPUkreIAOnJa7nQ6bfuVyU4CNgGgtuGMA7qxRjVwwnjwaaouxYZCK56L7ua5BMHQkayf7aqDtwBFvz/7Q9rKADsUpCNXY06dAQhK0WlMELsj0q4pRsGO1Y/z41ImOyHJ4qh3FKSdIgTI4+Qzo3CErwIbb8o0WHJJlQ2Kx2mjahDC/RWoer6etyOB3G9jC139t/dEmCb0wXz4zmOFHoy3lpRZyVmRmR78ro6yaVhp77F67Kyx+/VcUL5+PgrENF/VRpkBzib0wsH0KVRjTraVZI348jnRT2dvcGaQBXh/Mrl9SbEzeDizliPKW1zGkLxdWuS9BsnCScKBoazFzpWBh8tzWHuUeZJGJ/cDXXFUAaQ+rISjlitQYb8EL5mtgRX6wkDYUPka+oK2GLwkb+lR1sByCQ9X+lbQzdhZd4y3HSXrPp4JiLARHMsQmAfsZDJel64nQ2C6So3Sq+fPn+f58+ctWo58OKuNw1GDBvAtjgagBRru7e01XqR0EDuZLAIjvF/LkWsaThyvLMApdvTYmQXky5l+B32SNFmdTCYt4+DgD+MBTDF2ZAHwxdpbRye3GTPLJ+WJ6HPvLXQQA71CX9YhyAW09jwdhLATRj/OjtIfNss6wODIwaL6maP3zMWBFd/DOLwvh2vhJ/9Yb5u/kDdfy5j8nFVr0P/4+Di/93u/Nzj849d+7dfy9OnTPH78uNkZaGqnfGPjdi8X/Aq9yV49e/as6eAaBIPGZAsvLy8HesvluZPJJC9fvszLly+zu7s7CN4/fPiwZYDJ8hGwIUh3c7M4TdPZJ/iOMSfJ9vZ2Li8vM5vNBmWGzBeZ4z70APJGVhMaWx7R6QSBkI3Xr1/n/Py88REBGQcl0BH2W5OFncZ2eU5cj8/roA022D6sA7jIMDqA5zgzio9OXw42VjxwcXExCGohN/ZfAMXui7Jy9uWSOd7e3m4ABGhwdwAAZdFJREFUl3FhUz+krQSwS4bH7yfDDfQ1imeHgXtZHAMVhAln3Is/BmpsHOzow7guZTA45JpkuJkV5evoAExhUMN8bSz57aifARHjdsboPmBnZ4tnGdAyZ5jZ46mgzf8b+DprYYNQHXQ+5yfJgCb+zqDO1ycZzN3XsF5ef1rNKlQAT7PyrGDSjesYz33XrkIjwnlyctLeO2VnGn6Dt00veAa6JgvDDy+QjUCRuh8UmBXudHr7TiEHALqua+/dGYseo/wchefZRP2qfmCsVrY4nSjUGjRhLXFEMXDei2DeJzgD/zkIwnuCbDQAK1tbW22TOGNxw8jv7u42wGiwxn04pK75rwEkZ24coIDGLnfFIFMq5LJbsrHOikBrdEfVAw6kVbkZy476p2Yr7OCuoszN5/OcnJzkm2++yVdffZUXL168FfQw6E0WABw+9kmNlScsA5QH+bQ4AOPZ2VlevHiRo6OjwWs6WK/Xr1+3PUNPnjzJs2fP2jhxfshQJAtHGp3JOpBFm0wmLVpvmUe3UHqIE3t9fd2cwwcPHrRsBplJ78e17U4WgRw7fJYHQC19UI2AzOKAA4yYB/vpcHZx+Bg/c9ra2mrvwbTtgI8t68mwooPy8Vrex30OSNXgB80gsAYba3DFmQXLf+23ZuVrdn7VGmP/6quv8nu/93uZzWbZ3d3N7u5uDg8P2+sJAEnJIvAAD3MtdDcQAxDiW1LamCzedQa9vv3221Y2SKt+3PHxcX7xi1/k6dOnefjwYRsLB7uwVxP7A3giYwz/JrcZH7/D0nJB4Ghra6sFbXxOAvNM0o76BzAli4D2zc1NTk5OWobq9PR04NNxjXX45uZmdnd3m53Ehjjg6gw8zSAKuZhOp+2ETuyPtwsQaMXvxs4AuAFODiLC97XcmWwZGTf+ZozwkdeVvx2cQRbRTwRZed8vz2YbiauOPJ4PaSsB7JxFsXNvAIMzgCE3I8MgY8DOJQvLgF0FLc4W1egeRtFAhrE5G2HwULN1jIX/k0U2CGWCMXtfYFczdjjNydvAziV1dd4VUENfgyZfb6BtmjgaVKO8zJ9x2zEbi/q7H9OM8TFf/zYNfS30MA0N7uA9l7vQUDh1LS2IBiir2Pq+H+wNsXNmJ5w1ha/53Pw6ljlz1od7uN7ZFvMAjmulm2W2Bgzct/ez4NxWXWJZZGwGtM5+WcYZb5IWCaTBz86eO0tZA0913w2GiCOzfTgM9GVM3hzOM6vusBGi2XhWx9GRQkf52UcFbZYBu+qYQsO6hnZsLWOVP2pgZQzcuUzNtFzFhtNPdpy9Ws6qUkUCEDJANpCwc+KMaTIMKPl71oaMcNV1Bi8PHjxo5ZiAKvqGrxxJTxa8VYNrzmq55Lce/EAgBNk2QLMjZoec3/AZjhNzxx5bx+BAb25uNp3H2HAwr66uBocRcS8ZRNaSzAfrgUPM/lrrU5x+1sSyAHAG6MIXNdjBPCxjPKfqbgdyvcbQGxqZVuafKrseB3+vWmN8x8fHOT09zatXr3JwcNDKl10lkQzfv8j9vEQcwOIACyDF/pr1pysXCJQ6E8czsEuUjRIshF+RQQc6eB62ejabZW9vbxAg5X+CJdVXhfe8huZbZB2etz/rw0SSxX49Bwrsq0E7sp9cU+0XtGMPHzx6fn4+ePcgwR4yWNb3rA0giSx/klaKmaSdGMw8mAv9OAjD/w5a2/4wdo/hPl90zI/19ZPJpJXk2i+xj/F928oAO2cJYIqxDJGdLWfJ6t+OKKI478vY1ftgtjHAxPWUeySLrAAGw+AGp9IK1MCH384sIjQGFx6LDWAFTjaGvsfXjIFZxmlwxPjvy9ZVwFfnXrMbjMugiTWtYN3OnoWy8oABKcre68P1HqvnayALTS3sdY28ztXJXHVgx3HEzAWlXktxcE58Ii0lP5QUeC+dD/nwZuIkLfrvaD/yjpGz83JxcdEU8vn5eSsxwcF0aZlLsc2rNMaAQYPPuG4sEOAsXrJwllhb5I9nWsf4HgNj5InMwmQyaS/EPT8/H5wgaHBM1JgTDTkFDmeVzAclIexHoPwRGtSMoZ1Cr7f3RHCfAad5vQax7GzSbBirfFRnEnlaBurgqVUHdoBvR//Hyk8r/e1Iew+UDwcxyIZnvV7OzCSLahgH4fhNI/vEaW7INPuDajDO+ra26XQ6iNZzL//X4AY233YNOhi4+STIZBhwseOILHKoBnqbfY3oG+aJHuIQCPZY4WxeXFzk6OioHWXvMqybm9vyLB+eUmXNOoBx17W3X2PZQJ4quKqlleYdaGibnLyt02qffjZ/22dZVWDHGpBpRo/af7M/af+ArAlZOTJNLln1vqd6cnmy0Osuh3XwzT6V95Bh39ibtre312QVuWE9DE7QgQTduq4blFa6tJsTKB1AAQgmaTJgAMf4r69v95IxBqoB8H02NhavfgCkXV1dtdcYHBwcZD6fN5CN70Fw+fnz5022+/52j9/R0dHgfZ/IWpK3xoccIYsEx7zv18EOrz+gEbnBtsFT6E94h8+Zt/1YaFUD4MYGto+2l/ZzHRz+0LYSwI5mg73sB8Ya+5w+HJ3yooz1fd/z3N+7nresv2R4Ghfjqg7Qu+Y8do2NpBmYa30Pz8SgVPCG8XlfGiyjm9dybA3catTQn933XeWXuu5jz33XGtv59PwqLWt0tDpjy+a6Kg3lijOFA0dE3RvpAUJE9Ux7SgOpE+eaR48eNdCFgsXRo2+crWSYTTZwYg8Om9k5CAQjBTBNFgcTOBrmYAp8Q537w4cPm3PnaH8FHRgDxm3wh/zi5MIHVYknQ+A3ny/2TCRpe+suLy9H9+AZeAPsyB5QZuZj3jGaNjyMw1mf6rDgKALsXKbifSd2Iul/LNrvAIFBar3e47MzOQbs7MQyBt+/Sg0eRq729vbaCZgERJwh8ulxyIYzAqwdYKjqq1qiSoCwygbOSY0kE6n3++7Yi+T9LMzNgUc+o+FgOwvJdTyT+fAd2YEaoEwWARIa8m1+dPaZaywHBFAILrFfl5Krm5ubNl8DO3QPpwhyH3MARLnaxY5ZlRnWysGbmjkwD9nmOEPiPbr+G2fUAWyDcYJJpqnXcMyWrzqwu7i4aEf2P3z4cPBaAweqoA18bLsH/1C6B82SxX5yTkNkLZKFPYVvrAeRNTf08/n5eQOh8/m82U7k1vaIMkZAnOXcAQSeyXMARehhMtbINiCPbKVlyAkM5BGw6EAVYO7y8rIdLjSbzXJ1dZXDw8OcnZ21VwRgNwnWvHjxYqBTfDgR+wKTtCARc5xOp+0gKdbCa5gs3ivJ/Gtyg36gGWtV/buaSfP+QQM0PoN+k8niYCTbJycWzBMf229cCWBXDXmyIE6N4Pr66pBbeTnrUqOkVWG6/yo4Y+UO/rsqwvocj5e/+V0/HxuP+6nzrACPvl0S4+if526jOgZO/Oz3AXRj61HnyVoum7+fPbZGzGGMd6pT4/WwI+o1rXO2UC1b1zGQV++tAHTVGo5Isoh+45A4W8f3GEccimTxYlUf9euyFK+Da8mTRdlCzbT4fxsWH4hEtMx7W+28QvsKNviOssIxUJEM15ln16ydlbjvg448r86P+6+urnJ+fp4k7bAKsm8GU9CQfVneX4chxREnMgq49JhozvYAKiwzdjgxmqx1zZRVuaKN6dJamgvdl/1eBuxq1tDAetUaDh/rArjb29trGQKcSH6syw2kcU68tshr1Uu17IjMrfWUZZ5mUOWKBqLmdmaSDBw8rx82xcDNdgv5qZUbY4CvZgNd9kurpfKOhLM3ibXw6XTsqfO73ra2tpKklcJZzlwealBmoJwMS9GdDan22sGSsSy119j2z06/M6Y1e2QeqrboPjs+VhbGs1ZVznhtQdd12dvby+HhYZM1qkc4vRJQAI9WPQ5/YV+gt/c/VSecigm/bsI+GzyNviJAwBo4WGk9mSx8OfgP0E5gELuKrBpwuTEOyrIpAWfO+FvWF+hb+wscPsRzGDuycnZ21sDgbDbLyclJexUD5cc0Z7qx95YvAzfoDs9Xv9jvAp1MFvvn0Z3cA70NlKENIBndR99e81rtZVCG7L4rkMnzLO+mSw0GfJ+2EsAuyVtKbcy4jwG4+z6n36o4a9SzgrU6Bv9tADHmfPA3zzQIo9XI69h86niZS51ndSxrn3ZszVhjz3TGYmwdKlC1oq/OXo2GQJPqQFceeBfQqtfXPus6+v9kUerlawxy6zgq/4zxwdj4P0Y6/Ydo8/m8lfF13fCdMHYG6nqO0RPl60xTVcR8TmQ8GZYYVTl0MAJHjSgjtCYyCshzKSdKcTJ5+wQuMoeOxlpOkwX4QcFTOgJdyEYCvpK0kjhnmnkGWTGi+3xHNI/SriQDEFnf/7OzszN4OfGrV68ym82akSDq6/0IgGzoQJbOJ6Ca7jWTgCEd20vHXGxsHTSChji4zNFR07HylGW6lTHUDeZjAHoVWt/3rTwJYHd4eNiy3Dhk8JXnOZlMmiPnwAo8UQGe+ZlryFaZp9yQSYMnBw4IqtgJZq3IYlvWkSGcM65nnQwuq21xlQkgj8xYsjhohPm6BIwSKDuzDto4q286QB94czqdtvcJ+oTRi4uLpm9q8MHBFzItZDUsZ5YJ/napup3VCjDsUDoTZ5Bu/2CZDTNfViC6DNiN2fhVa33f5/T0NOfn57m5uT3NkZfHW8bIem1s3L682xlw6350JuvMKY/ob+wIPJ6kVY+w/rZVyDBrDLCipBK9SBaZw1FsS5IF/2KPKD2F37gGgGtbzvwJAlIdgt+DPt7f329z6fvb0tCNjY320neexdzpAxlG/snYzWazvHz5Mkka2OZAqIcPHw4OHcJ+A16hv4Mnlvu6XugI5ou8APgcTLatcoAEeltXVL8+WejcGkDlOgLeZGMt4+gVg0L7QQ68fUhbCWAHQ3hvDA6NI4h2BmAmjJwjdUTa3U+St/q67wcGYHwsTF0g19F6Pl74sWYgwSLX5yLcHkelFUzD9dVx4nNHVCstTGc7+TCs5+252VHlM48L+jtKUh0SR6Y8Xl+PAvL1yfJTMceuM60rjcb6dv/O7IzxLv173qvaiOwB7AzkHITw3GmmI98Z6CYZ8GqlmUFN7Zt7+Mz8iTFkDJQeAmLIXKHIUZTmZxS3Aw+eK31zjaN3GDSfoglfer3Ne8zPG90dVLGjaH0FX1oGKdXkAAyALkacvR3w8lh0GVmu8zcgr8Eij7NGKe2cWzfUjFptY4GbOtbqbI59v+oNJwye3Nvby8HBQduTCtgbC4jZiagOgB1IgyAfppOkRfXJWjGm6kzwG2fCmTqCCJZl632cKAexfNQ4z7RdcD9JBnN29tIgDaAEr0EzyxnO3BgPmS443hxIAWglaMP30JdgirMuNQDJfO2M8h2tBgEtW2O60HPg+rHfBnkOztbn25Yvk003O7SrLHc3Nzd5+fJlTk9P2+nBlD3v7u62OcA/8LTt1ZjDzd5KAA4ZKV5nQGBkPp83GZvNZq10t56eaH+WBmBMFu/jBKBQFu17sZ1JWlDPJfOWQ9sXriM4tLGx0QJ7BAk5vAuAzCEonLRMX7xPE4BmGwvAgpanp6dNnl6+fNmyqLx/k5eosw4EXh2wYM3sG0J/V+9g/+3LoCuSt2XBAX37pUkG+xXJrnufnwPG6AmPlb+tq6pOtH6v4/sYSYH3AnZd1x0m+WeT/IeT9En+G0l+O8n/NskfSvLvJfmv9H1/dHf9byb5s0lukvy3+77/K+96hoXrro+2aBiL6mxCRC+89xXYiBANcDSS/30Mt79H6eIE0wfjdJTOzISCrQAFY0QEwQYTprBT7QgBz6YvxoqTWaPedRxmRowtc62AjPk6Kuofrnf9dT2CneaUtMGT73WzgfQa2smmecMqNDT/uHzIBtHztaNk0Am/OdKDgPK9r6NZsXzX9mPIWd/3DQg5S8CYiXA6aus9CkQfnU0gY1UVmCOHnPhVgYB5F/5j/YlisscFXuB5jNfvCkoWpQxWmihYvrPTYoeLKKDnS1/VMLvvqgPGghTWMRgPSjLZ7wBN6jvLKrBjzw9r4fG5nI3ndd3iReXoLWiQDE/WZL4VCLhspgYAWE87ltDH9HVgyc+o8k5fFdh4XX3dd20/tKzh8LGuvLuIgxn4zZwMbuywVQelBh5rIMu6CfkxrSsQsbzihFG2iAMMD1Z76H4q4PCae53s6HRd1/bhkunjVE7P0ffxmQ9dsFxDs77vW3YCkFtfyUA2En0HbxrM2tnHuaNv6GkbwmfQgf/Rq6w1ZeX2AbwWrLUzupYDR/edaR+jfQ3CWO4kDwMn2AG6+v13aT+0nN3c3LSXfrvk3/tSTT/Lkv0rZIk1ILABf8MvDpxBH2Qd2eRz62XLGH6nD+JxRYd9DcbovaCsBzL+6tWrJvMO2FhHY7c5MZLKE67FtiSLdzUzn4cPH7bDTw4PD9u45/Pb6p8XL1600z59wAp8hJ2ChuyHBJzyY/myb0o5uAPFpjUBV+SgbvVA3gnmuCrIARavqWXDlRQ16FYDnsnwdRrWXeY58+aYz/Sh7X0zdv9Mkv9j3/f/YNd1D5NsJ/kfJPnX+r7/p7qu+40kv5HkH++67o8l+dNJ/kNJfi3J/6Xruv9g3/dL01cQyJFqmMKOkv8fy9glwwiMr6sO/djP2HPGHDVfZ6WMsq7X8T39jjmIzgJYOVQwWw26AQl/13tsdEwn5uC/EUrGMuZ8+/rK3NUgeJ5+vgWKZoNS6Vf74nr3UdeGa6BHvaYCb0dpoMWY48j3vo5nebzfo/2gcsb8ydjZEagOtp0q08ayYaBdZQfl7Exq5SPk085edUp4pgM/Bu+AHrIjW1tbbW4G2fVVBfBF/XHJXzLcg2gH0EbTY/b/GGjzBHN3YMGybd6EJsyp6iqcW+iBDrEDWUEcfTJHGy2u914FnHgDWOZR+ao6jNVZNK8x37GfMRkyTfz9suvfo/3gNs2HakBnghy1ksFyhh6sGR7TwfoseVvHA0r8+g/rMq8nfbikjMAmwQgcK3ip7xfZWfdHX15v80+yqM5wxs861UFcrvfnztbZ3lQfoAYiPS5XAZDFIFNiPQUdnF1FT3AfmT3WzsEhnFWuZz7oLs8BelagjEyxFuYp22kHM017z7vyUw2cMAffWzOB37H94HIGyOYwkrrXG/DjwCJAg79dauwTaJk7smQQYJnDBiEXPMd9QD9eHH52dtYAFz9koSh1tK2hGagmi9M4CeShy7nffqRtD+MFVJGdm06n7fAj+h3zy/p+cRDM6elpK8Gk/NGgGLDsvYXsL0cPXF9fD/bKMba9vb0GLh1oIVhCiWelG2CPZv1QQRz6iL+tLwho1iof69Bql/3KDN/H3GyP+bE9+ND2TmDXdd1+kr83yT98R4jXSV53Xfenkvx9d5f980n+b0n+8SR/Ksm/3Pf9VZLf7bru303yH0/yf1/2jPl83t4RAxFRMihWFg2GcomTU6cIXN2Hg5PCIng/AUqZenqOfUZhINgWppubm3aggZ0nFs1OLwt6R7/B9TVCh1Eww1tRM34MNnQyCEOIMboGXga7pgHGH/p5c60jv0Q+ptNpy6LAzGQVKFdg7l5nnFGe66gK62mjinCPZeycNXPmsu4Tqmlw+rbhN0i3w26+smPsyJjHXx3g920/hpzd9TvqDMFzfv9Pknbow+7ubqM5UXWMwfb2dosaIpd93w/KP2yMcJ6SNL45Pz8fRNoMCB8+fJjT09OmMDc2Nlr2YzKZNIPueRiYzefzth8gGYIQK/FKI4w/8m/QYoDre8xXGFTrIZwDGy476c7SAbKSDPQj8posjDzPnM1m7UWoOCOAPV6pQGTb+6TGwB2NAwi8f8OyYOd0Op02/WAQWTPbY+DONPNzPCYbye/bfgxZw0Z53yNRcviTNcYBgKftEMEzyWKfJrJlwO4M790cm3N3eHjYjj33AQ3wPWN6+PBh0+92NuzkGZBxD2vT932TSWQDXnVAxgDdNnYymQz4Hp5jTMnCybRTyPOYv+WLzAin6CGLPoUQIMAauToAWrrcO1ns0XPplX0SB08sW9Dbjh00walF/zFWVxDUahjbNnSUZaMCMmiHbfccLWtkXnzvd5W5H0POrq+vc3Z21kr8kuT58+cNQHA6pn2Ezz77rOk09CP7zgAQtmcA6q2trUyn08Y72I7J5PaVBZ9//nlevHjxViURct/3twd27O/vZzab5csvv8z5+Xn29/fz9OnTxhfYVuxnsigJpGwS3xN/lXWzPNi+wDuAOfal4+vZbqJnKKe0Lk/SbCm0M7ijXVxctCoF9+/MJboC/xgQTsnrzc3tASxk/NA3vJrCOo4xGqSzVvAtsuM+rDtY/2Rhn1wtSJ8uP6+VX9aPY8kb/FX7oABz+6If2t4nY/dHknyb5J/ruu4/kuTfSvKPJflJ3/dfJknf9192Xff53fU/S/L/0P0/v/ts0Lqu+0eS/CPJ7RGz3377bXPc7r5vk8Q4ugRrY2Mjs9mspZWtcCm9qMBuc3Mz29vbbSHYUIoB5e3wvEsDJ4xThOgDwcIQGkhYsGywzNAAOzugXdfl/Py8GbcK7AAsBnaUWI0BOz5Lhk4ojIVRQmnV0hLXfxvYEZ30niAM+OnpaTuhyoDVGSE7yu7DwM5RE74DrC4DdigHb4Z/F7CrGZAK4qCjP6s/zG9ZZPQ7tB9Ezu7G1GTt8PAwR0dHTa5qhJk9CrzAFF5AefpFvRcXF0luHX8UlJ1zKyyCJi9evMjXX3+ds7Ozth5Ez+Ff5JZ7kzQZfPToUU5PT7O7u5tnz561vQFeL2dH+JygUAXyzpo561BBIEYlSeNvaGI5qxkOmoM87LmCfo6qJhmMm4jhN9980w69MV24Dp3nUzJ5LrJBaZ2zJPRh4OWMZZL2igheOVEdV/HZICrpH5eyOPMyJi8Olji6ORYx5brv2H5wm/b48eO8efNmkA1yoIOgyGQyGWRhAGgbGxttLylz3dvba/zpAxpMpwcPHrRT987Pz9N1XXu1Aq/LMA9hi66vr3NycpK+75usGhTxugCD/snk9h2TzIU1ZnzIF85o3QcDDwDwsLdbW1sNTG1sbOTg4KDJMHNmXBxQc3p62jIyZHEIAE0mk2a/XIVQ7Qe0wDY62EcgpGZALfP0iXy5/BJ62UnE1qNjABt+tYtpBT0t28gLGSof3GJAQ3/LstuWrzF5S77X3p8fRc6QBQ7y4vRF1hG/qe/7liXzSc8OLmxububJkydtv9zDhw+zu7s7CLCw/8yHdrl035kp2yUACsHvFy9etEOCCNR0XZf9/f0BIAFEIbec3jqbzXJ+fp7pdJqdnZ1BMJQAYLKodHIGf2NjI/v7+00mZrNZOzkU4Ergb2NjIycnJ43PycyReSTz7W0cd2vbfAC/SiFJXr582XxB/GrA68bGRs7OznJ6etoCO9h+JweQHwKX6DF0iquSSABNp9O2j5FrbUuSYWWZM4TIBDzmV0mgx5k35ffIIbSxX821/Dib+qHtfYDdRpJfT/KP9n3/V7uu+2dymzpf1sY827fSF33f//kkfz5JDg8Pe79UN3k7YwdToZx83LIzADhCOIoGdk69u6zBURuyThgiR5MdXeczjKOPqzawc0bJyhojYOfETqmVa83YOd27DNjZUXTqnGsdZUAJON1eM3Z8z/6gyWTS0t8ANhwKIkish40Kff4QwA6hQIBqZsG0GAN2ztg5kuqsIWPx31YMHwDsfhA5S4ay9sUXX/RnZ2eNBnYw7Xwz90obKx8fgsJaOfrtcgbLg/vouq5tNPd3zgLgqHE9z+VaO0/mhySD0gePn/lUEAJIZNzISvK2/FU5x2jWPX/eq4Es4TwTmWxMoAwngSx/7vHgJJsPkUccWYI13rfkrBHzNA0B8vA543GGiPusY5gvf/NTgdqYjFRw5ooD608Hz/z/d2w/uE37tV/7tf7k5KRVmuCMOStim2AeY/52KioPs6b8z3WAn5qNxmky+HEAgRIudDnyliz2jLjEDJ6GL2oVgPVrnYPljef7JEKy9Ngc04zvGcPl5WXzC1zm5fHAb852eTw47Th8fO7x8IMz2XVdc7Zx5K+vF/tk0VH8dvDRjuKjR49asLfSxTqZ8eMnuJIJsGCfAWfS/dKs46t82v9AB/uz79h+cDn74osveoAwNNna2mrZb2iNUw+fwycAsVoBAY13d3ezs7PTfCQyUbu7uwN6ca91suWQNp1O2yFK8A8VMfP57Z61ra2tdhpnsgBFAE/WkwNbGJsDbQR40MXImAMPDx8+bPdzyjI8BU8fHBzk8PAw0+miQovDUE5OTlqABZ/cQQ3bcsAfdtO+NXqn7/tB+SwgqvoYNzeLg9PQU+gc6zbLHcCRd1ki9/B51XvVd6761K95Qkbwp6kW5KAsngFY9rt/615Q+54f0t4H2P08yc/7vv+rd///xdwK59dd131xF3H5Isk3uv4P6v4/kOQX9z3AIMnOoKMPY849TGpHDWPgdLiNg1OnMJBBSy3Ps9GlL+5HmSA4MGh1dvy9M2YGNDCN/7fjmAxLMX0ogp8DU9oxMrAzwDO4Zc4wqFuliWkAbcY+Yx3t2Pv6ZQ6gDaqFfyyS4aglPGMDWftn7mOgzsEBO6k8p/bD3x8J2P3gcsZ8vB+E3zbeXgea51yjvqarj5GGpvA61zIOOzc8D56EpshXVe70Ac/V8VYnhDnagbbj5Iy819Lj9x4LB3AYCzKMs8fn3lBuB4FDYZyxw/HDQM/n8wY2cTqTYdkVsm7ny861589zqozWZofSzU6Lne2qq1gbeGasWebr+vlvP8/goGYev0P7UWwajhtOA/yO04HTY6Du+5m3g1tcV9eZa/jOpcfwcJK3Svpq0MXr5SyIAfQYT9EYQ9Wz8KqrKejDc+I+R9qto7jW/XqOti9JmrPmwyH4DlkjCNJ1t2WnjKsGJL0GjMO2tNpN2234t9oN09LrAU2r/Bj40bf7M88si/47oOB1d/9eKzvr37H9KHKGjiRTieOM3JEVBQxtbW29pf9NE2hEgJugQy0JZj0JQrhE3j6f+/XR/EdHR20dGRM+IKDs5uamZX2QR8bkF5oDHBzEdjkta2lexx66XJyssQOvvNic0kxA4PHx8SC5wFqgm5GHakuse5KFDiMbyFhYB+aIr+7n8Gz74bafrpZwpUQy3LZBfwRZnPywjDhQYh3M7woCoTG/SR5R4lpleZnd/a7tncCu7/uvuq77O13X/V193/92kj+Z5N+5+/kzSf6pu9//6t0tfynJv9h13T+d2w2wfzTJv/Eez3kLxCRDoo0Zfjvc9f+xnwom7rvnvmfV7yuzjX02BhLG+hkbc5K3BOi+cfFc0+595mh6+/cymr3ruzq37zP/ugZj11t51s/uG+fY59znPiuY4z5f8yHtx5QzK8dkoVBcUlwjSFY+BrJca8ekZo/9nXnSCtKR7OqMGHTjQFmBco3n6FaVJ//byWS+KHvW1s4rNCNLiPI32BmjN/c5gMA8HQVkrNDNdKxg2v1XcDTm+No41exQXSODDgeOPIeqm6pu9RyrXnpXq3rB9LVDhuP1Pn2W/n9wWQMMEF22jFWHGf5yYIXfliMDK8thXQNntnyvHXOcSD/DwQQH6byG/qmAuu/7UTnw2Jm3s8XMyUEKxuPAAZ9bhjwfP9cBO2c+GSe/HZ2nGsU21qDbsoajSclqPSzBa8JnFWjVQKKBPs9BT/G7Zg4qMLNMWi6q7vX8K7BzEJ3vndF/3/ZjyJkDFoASfhzw8wEYAD+AEtkk5BIAAC2wN/A8fAZNyHgZNNTvWVuCJAAZgg6AMFebIXtdt3jfLLLDASG7u7sNbPIM5uLyR68ra+tSUu7hVNEkbf+es3LIeLWL8IkDcNA+GfqTpif98Z3HUpMP7s+y6D4B5NDNFT18Dxjt+35Q+ce8LcMkf1wKC00Zg31t7r++vh4EkwzavH/SFSjoN/f1fdv7Sus/muRf6G5PNfpbSf7rSSZJ/kLXdX82yb+f5L+cJH3f/9td1/2F3ArvdZL/Vv+Ok/pqdGgwwI3Fcb4wAEaQz0wMR/rMNDAcpZm+xlEGO3mOllYF6wgc43d0hM/5jHF5TFYS7sPPt5B48auRrozlz2A+O9MGKhZWC0Olgcdfo1x2cD0v38f/7sOf+3vuMR3dz1hfYz+mq++3Y1INvmlRP3OUpYIcaP0BYO8HlTM3G4kxBVMdJYOcOl+XM4yBKtPI/GYa0ipfeQwVXNUovYE2Srk2O0hjMu7xQiNHHl2+UemWZJDxM4iyA56kyZjLbJIM+qsKfsyhddbOlQtVDr1G8L11T13rSnM71OggG0j/VP5wW5ZdqzKzDNixDpbD75GxS35gWTP42draau+E8v5pgzjoypp5v1oNDkJ/g+fKuwYl7L/i4ASCBx4De1hsV/yMCubNE/DeWBDAfOO1tnyZRxgPZaNXV1eDEi+e4UAMQSE7W8iqy+SQDwC3Aw/e8mE5dZCFv7mebQdjMucgiGXQnzl4wthrNhSgUZ1fnmn6joFw09vybh5lTr7OPApIWEU5m89vK1D29vZyeHjYDvmCFgap7DGmHA8/0qDEBx5Bv4uLi5yfn7e9aT65EX66vLxsh4W4AoPGaY38cBaBgRO+1+vXr1tmnfUw/5MJQo7ZAvPmzZuWuUR/mAcshw7ckJXf29vLkydPsre3114uDvBjDOiy8/Pztr/VQYbqMxnQYTO83Yp+PVf7vA7idl3XgBj8Cw3GdNSYL0Z2lbHxTJdEkuFL0g7S4TUw9jsYnxuyYjmCFvapHeBy+ff3CaCMtffqpe/730ryx0e++pNLrv8nk/yT7zuIumA0mAHD5Ki+iXL3zIbAMXwYVgut35vj92agaF0362fVhagnFtlgI1COcNhxcvrcC2/G4h5HpKvyh3aO0tr4+XozvAWuOqEGyKZtLXuBBjZg3OPIkQGVIzLildEokB3WMaAFHT1ngxTvH6nAbszJcNTFAKZ+NgYcPxaw+6HlzA1QAb+PzWUMYFdlmgyjwaavacA95iM7DICOJG/pggrQ5vPFKxswhPAb42DNxyLu5hvLX3W4GbP7hc9xuLiXebDXxde7ZINnOJOA08jfY6Cu0pLn2pgZHNrhTdKihOgzrvPczRu1RMnfO0uwbK0d3Br73rzzrjYmbw7Afc9swm/lR5C1Bw8eZHd3tx2IYLpUuiZDPZOkneZ4N4a3sqIGae7PpfVbW1vZ29trjhXNvMxBLw5A4LTyXjsDecuw5+PoeAX8dQ51rtYBtifYdfdtx5u+rDd84rPt5xgorfSvFQPoEYNVMgnILfIydmDK2I/tc233gSrTx8CiHma2DKjVVkG1wSnPx56+j6zW9kPLGXp0MllkQrAHBv83Nzc5Ozsb6BBoAjDDp3HAATsDHz148CD7+/tNZubzeTvA5PPPP8/Lly9zdHQ00JGTye3JzYeHh4MzBvDtONQIvjw/P8/h4WH29vYaGCWgCCCkPJKDWJjDzs5O5vN520fmNYffCExgO7E7jx49yu7ubp4+fdrK/4+Ojgb0sA7jPvbeefuBAZOvB4AaxHk/NzLsLVPQMEkL+PBDJtP7SZNF4NoAz2DYYJ65Ibcu27y5uRmc1AmgdRWA50FG2OsJbXzQjn0d9LNPRf7Q9nHg4UdojvLZOa5Rwhqxqv+7nwpixlA9n9f7lhklnln7cbTCn7l/vq/1yHUedd42PvU6PnPfnrPpO0bP+r+vr3973stov4xmY58vu/6+775Pn6bzu+hQ52wHdOzeMWNZ6bdKrY7LirDSwPeMrcN91/iz+r3lzN9VOU2GJ1TZqcKg1zJFBzMc1LlvPT50rdBXdnwcEazAf+z5lT7ul6iyN49DD19fgfOy533XNqZ3mV91gnlmXc+xa963mb420KvcmL+j1F5X1tOBu6prKrCuARBkA8fWdmYso8B+Tu5NFvtfnJXu+8VeEmeMoHktr62BMD5njjjGtCqP/M3n0ITAE0COz4m4V3pUmeN6B16d2bIOIXPBeBycSBaR+WrvccIcCHFjjWvArAYqvMbmG4CHwTs0N3hhjnXPvOnsdar20Xq2ypmD2qva6vH9BgkECfjNWhr4kYVD1wLwHAxxOaf3UdvRZ58YZXjz+Xywh5zTarknSSvnBRDQDLKdYQYYsdaAJe/jnUwmg5M1q42CB5ALAj87OzvtIJfXr1/n9PQ0Z2dnTX9tbGw04Ly7u9sSJIzRhy7Bn04Y2DbB09DGn1s20UWem/3QMRmq9LONhO4+PZqxjgXwKw1pnitjJnlE5hZZptzWAWmAObwLMP8ee1nfaishqWMONkbJkTI7EmMOn/+2I+JFdV/LfsacfjNAdVANqjwn35cMDTb3cU9lPt/jPngOffN9BZVjznF1Cuucfb3HYyHyvOtY7gNVY+BgDBCOzaOCg0rjaqCc9bOjb4UwBsyX9V0dj+rcVoFfVVBHgxbLwNoYXcZ+xoBZpWuleQUeVs60sWxVXTcrTR9pjSEZk2v6XsZPbtUIJvcfq1+v5foKfOqzKz2rPDNHZ8+TofzaOC6b0zLjVDM9Xpv72pjMOngydv3Y98sAmvniXTrlfcf8Yzc7Ieyn8Tri9PlQHjsKnq+zWi57rOW3NJcW0Yezq2NVC9Dz5ubmrVNRaz+Wd0e/aV4bHBnAlnnBYzCQ4F4OTKBvO2v1WsuB5WfMf6AvHH33V+VtPl+cOkk/LlGrssp9pkMdo+dg2bNN9XoYONrhNOjCCXYwoa6zM39Vr1pPWv6g06oCO+bkQJ6zHpTLMreaRWJ+lNDxmSuPDK5NG+Ss7/vmvG9s3L5mg1JFssvn5+fp++FBgcjDxcXFIFvjU423t7cHPOgfyigBloAETgEFyBAgcNYdvuKgGSrWHEwkmwjgRJfxTlOyWjXYxjpwUBtZUzJbDrogg/P5vI27Aj54Htmu2XHzrQNatRSb/ZQPHz5sJbAEnra3twegivV1eSU0dwktvDEG5h04sL62Pjo/P2/v5axZ1u/bVkZSrVyS8b1W9f8KjpLxwz6WKbBlgG7ZD/0vc8rGQN9947eBWwYSayT2vv4NTsYcPhudZT8IRe3fYLk+y+NZ5lyO0WCMFstoVf8e6/M+Whsgv2uNl43vvrH8MjUbpgpIx9bwfeg11scYWE7yFm/ZObTjaL7FQeZ7Z+tQmLSaDbGuYN4ek2XDwQDPwfxTgUQFpTXKZzkcU9pVjxiE8rw6X7IM3JNkcI3Xl/HX+bt8lTljWMbGWSOvOOueew1E+XMaa3lf5s08WjNXNYv1MQzhx244R4zPOtQ2y3rV0WTrU+he9Rc8wPOgZd33wXc4em6Orlc5rPqA59G/51PBtrNRY7RhPOZRvqvzgddqkMiyZaev7xelXD4R07qDewzgvNfFzQ5Z13WDMkxatYV1vmPz9//OJOJE8zcOt2XTZw7UknIcaJd48xw7wvP58FAU07fyifXSKjV0FqCIceJQG+RCNxx43rFWg4Rkcm5ubpqDDiCooBpwkyyC8M72QTNeo8WJmIwdHWEwZt1qGQEEAYyS23dA0zc8D29ans1fDiqgW/j78vKyZckp83SJKvxoncZ1ZLCcTfcz+e2A01glgHWHdb3pBqhj3C7ZrD61kxQA6lrSScbM7++9vr5u7wd02T9ZOQAeOgaZIZNLY43hU+s8n8iPvvoYbWWA3cdsv6wO9/u07zO3Zfd8KJ3GFP136XMM/H3fvtbt/Zud4rofLFleQlkjcmOtOoMoseq8uH8cJe5FSbs/j8UnZdX+GFsFZjhldmQqkMJJSBaHOGAYnbFwvzZC3i/oSKEdK6Kk3gtagZjngVHyPg872V4faMI1Xtta+mUDaIDn39DEzyGKjQNDq2DLn9drxpz3Za1mKepc7gOHn7rhEDnjZb6slSXJeHltBVJ85/WuIKgGXgyeaGMBHvdfgaPH7UALYKLyOvznoOUygFCBnXWHgUadk19aTvaD+eNo4qSZlytPeRzQ2zRjXVxGVYMPHrv1F/cbfPp5dggnk0k7SAMwgp6zgwgtrUf8fDutdU3MI3Ut+eE6r8UqNsDR3t7eoOSRtTXATxbvc7TOQ7dCd8sl68Ex/JYVBwNYH+tyZ+sBkbySIVm8MsHvcOTzq6urzOfzdpCLj+an9LHv+/adbUK1E4zVQUp+HKDABgOa0C9bW1vt5eVkmDiJk3e2QWdoTOChZvfHgiaMj36YZ9VXthvQHbtn4A1d6R/dg8wAml0+e3l52YCX9ZNLdHk+WUqqLcjeWR+bnjc3i9JegKFL5SnRHMuyf9+2MsCuOpA1c1AdRv9wf+2nMnP9vF5fnbxlz3JE0/chyB4/11dlXvusRqGOd9mPDW6lx7K/x6KxHu/Y2tCqUTYt6/yWrW9dL37XOfve+xyTZTzg/pbRvn533zPH+h0b16o3ZzpqCV7NzN5Hq0p3+jEQcBuTYRQbhowxoJyd3XAfzk7xPIxp5XH6rVUANoIuJ5nP560kwxvCea43dmNUbSxt/A3ymNtYLb/vs0z5mTYaBgb8YFj6fngYUf3t/VPJMJLvufCd6YVxx2nCWHMfdPb8DCYrQHsXuDOveh7+WdWMHWtv8JHc//oZ1pXrDK5cxpMMQQj/WzYqf9T/bRtxiDxG87rHgz0bszt857VnbJZHy1wyLA9nrt6fV7N1XOdounnWWRfkwsCyBhycgUAn1KCXgywGiDX7UGXBz1rG61XO63deX+Sw+g8+BAt9UO06cgsIMSAZ4w3zSHXKV6H1fZ9Hjx5lb2+vzcPBLfjHGTuXXMIrHFJEia3pw4ElW1tbgwOGoCvZMl5abjkho0UZpatNDGC8P9B7UgFYyKB1KGWNAD3uefXqVQMVlVb8Rj8A0DY2NnJ5ednmzqmhABcAJoeqQIerq6ucnZ29tZ+u+kWsieWsjgvZsC6wPap8XEEjfcGrlt9keDgTdK86reu6vHr1qgEvBwFcDs2hJwQNtra23trvyHd1HVh3l9L6+t83wG7MQCTLa87HwIkdHn/uNOzYvWaO+tz7nFszVFX+NbpYmbLexzWeg43QsrlVIMN31Tmsc7YBrVHj6hiP0XgZPZaBgPr92P9j141d/759jq3V+4Bl973s931jWvU25hBXp2sZrcfa2LW1DyvmylsYOhsvy3wFGNXx8NrWMY3JRf0eR8DOqJ/nsi2P13rD43wfmlcwUsHgsjnwXOsG6zGPq9LtvjYGjMZkJRkaXcbsSG3tq4K6ZSCtXu/+HYSo149lXVahGdi5bI55LdNdla/5bozn7eS/D//D68kwG+eMTW2WYX9/H19Vu+d5EZH3s5O8VXpWgWl9Zg0+WKZ8nasEaO7PPFYdRdaq9uv5GRT6OzeDvGRcTioYoC/zCGDTskT/Dq4Y7C7TxawNfVU/oALId635p2pd17XXdNiGcJJrsijde/PmTXsVgPnHwQsqEgBYvOogSXv/HWV89D2bzdL3fba2tvLo0aNcXl6O2rK+X1RVkAkDTALMAN68WD0ZvnaEwANr5sARwdGbm9s9svv7+4PArXnTPD6bzfLo0aPW/+vXrwc0ffnyZebzeTu5seu6bG9vNzofHx9na2trsPfOz4NWlnHWzoAKXjNI5Dp0QpUH/q+6gJJP61sHqBwYgb7Q9PXr1+3AGMbIayoAYt53B70p6by4uGj7K01r5k920fK6ubnZ5v77BtiNRXOT4aZYG3UIgHJDGPmc3zBNjZAni3S9N3F6DFbYNQLJbytTf29lmLztfDhiPdaHI+q1rKk6WHxeDV0FcMkCeNZnYXBd4uE+ofFYdqEK1JiDbGBbP7eBqdfbINJvpWsd69hPHQ/Ps+GsBtz3LuOBMbqvovGrDcPlqNYYvWp0sDrYyJg/q+s2dl/lHYOS5O0sLs0y5DWp+mFs7Mn4gShjzlMt5eD6eh3N861yVWnikiqcfp5ZecfjteNXm51n+rGcVHrXVjMY7pO/HYyqkVd4qK5bpXXVb+YJtyqHXE9WcUznrFrruq45AZzo6CO577Mz5mODgHo9P6YjEX7LNQ05wxlZ1ujP5V+Mg2e6PMnr5PnzU4GCASbj5vuqS3yN9ThOp/lnmZ0Za5W/rf8Nqqs/Yp3mEkhn2fAnTJPKy1U2TLfqEFa5M484gO3ncd1YNqPqVPOUn4kO4/5VzNh1XdfKBP0uuKurq+zt7bW5PXr0KBcXF9na2hrwU7IowYd/cLRvbm5yfHyci4uLdiAKmSvTkQzP9vZ2Hj16NHgNhmkJWET2eLeleZZreNk5ry1gDbzHLRnu33KmnlLhsbJ4+IJ7eQ2EywWn02krb3358mVms1kmk0nbI8hescvLy/ZaBgNrxsJ+PQcfKT217+XDzxij9WDXdYMTQwHJ1QeGJ9BfY3qu+gT0RyODCw0JCPA6iCRNr3MwCuWZNzc32d7eztnZWR48eDA4DZN18b66vu8bT7F/ciw49F3bSgC7Zc0TXDbZGikbi5xVB/F9CPcxr3FUojqSY33YIVz2/fuM6ftc912Z6l3r8q45v8/86vrV65Z9/13GW8c8dv27aFPnvMrNDvYYqBtzKGvJUwW8FZgl4+DEkbhkGJHkf77HCDl4w98uTfT4/ez7fjPWMQBjZ8i/fS+OFD8+ht0AzPzp8jycY8+70o41cinmGBhy5JF767XOWjpDAS09VoNFMk5Elu1UAkwrf1T+dxDGjq9B3xgQhAY1OFPXYtWagVnNskC7KnsV8Lkf0xiHYCx4eJ/uGgN2dm7Hggv1OWOAvIKuMVtcHd2abeS7saAA9DPAxAl1kK7S3/eN0YTroIPtlMGU6WudaGBnMMZzrCd5Lg6ls9zcZ+fX/xtwjIF1aMB8xnjKsg9NKi1q9UGlzSrK23Q6bXvrOAVxMlnsrYMG29vbb70T0vNi7xqBN76fzWa5urrK/v5+c+CTBT9cX1+3d81BV9YQ/iOzk9wCnvPz8/Yi9Mlk0soheSbgDn5HXgEGljdsCH35hEYHKN2crUOfJMnW1lbm83kDLLu7u3n48GHOzs7aKZ28yHwyuX0338HBQctOATopRfR+bNtD7A1y5iCIbQR9Mn+Aez2d1RUL9Ac9kwx0D3PGj+C3gW7f9y2rRpDg0aNH7XRS6M/JwU7AmOasCwezuETWpbLMFVv6MeRsZYBdnYyVdVVQvqd+boU21s/Ys8bGUh24sfFVB8TRBT/T39cx1n5rP/W+ZeO38ub59Xl2EGxA+W7MsLv/Skf6q4a/jnFs/J5XXeexv92Xxz42z3fRt7axa5d99j5zW/acVWk1g+ZWZWfZd8uAa+UHmp06Ryj9PdfUVmm6zNmsTqd/qpPrPvzMCuyQibEsguXNRtblVMnQ8HCNXxhO33W/FEZjbNweT3WGvT7L5IDsSJ2718U08L4V65Ka0XQ51xhvjfHG2HpVPrRT7fvodxUbTp1B77vA2BiwM/+4xA4a2TFy2SfrxOeWL2d/nEU0z/FMl/dWGRsLwgHkLEsGKR43c+Z6AzH6Zk4EQyiNStL2kTmjzVgfPHjQnDFfx/47y08F2uY1BzcqTzpjV0EgNKx+wli7zwZ5DejbB30sC8aM6Q6vM2Pydx5/1bOrmLGbTCaDEzHZH5ZkUPK2ubnZSvPqC8xdGeas8nw+b68o2NnZafvLTHNK73wsPgex4PjXY/nh393d3cG+wK5bHApS1wgdbN3PfB4+fJjd3d1sb2+3ckCf8ggvMj9+kEFAmIHFfD5vGar5fJ7ZbJbpdNoyiDs7O9na2sr+/n6SNHlMkpOTkwZi4FHLELqoBnirPnegI0kDtZZP6EHZKsDO/oB52IES6yGytA8ePHjrUDbAO6Wu8/ntaxmur69blpY1hkasC7zAXj0yeF5zflyx8KFtJYAdDO2ItZ05R8VZKKegMQhJmmDAPBYUIuUwlJmBe/ws0LsNoDdQujTIxpufMUXP/yym+6ilL6ZLstj8WRU6zOyyDUcO7MRVo2xDbKOCA5pkIIT0ZUNH33zmCIYda8ZqmlYn359VY1Rbdea9Tv7fzk+NJrt5LBUQ1H7GAIT5dlUbY7ciqvMwDcfuT97ORHveY049PFSNSnUi7TyYB8ecFP722Jatg8ddgxqVL2rwiGa6OPPmlydTomLDw3yrISOiSaS5Ho7isXmNnClgXL6Gz6xLqlNm/VQdfv+PYSPKajmtcol8O3hk3YH+8lqNAXKaAYuBwNi6rmIzj1d9yndjuqvKJM7GxsbG4CW3Vd/hWGILcC7m8/ngwAjWF771Pp2aHcWxev36devDclYDNvx2RDwZvkeP+7C/2Gp/Bv90XdccLva20Dd7m8hS2H/Y2NjI7u5uc7T8AmteDOysAfStfGb9b8eT4Ax0AzAaKDtzYLnlmbbDXjt/PqZXGS/rww/lY9DLNtp6ob5wnjkxjhr4GgO7q9IAdpRO7uzs5OnTp63UDd5nvQBilL9xL/rTfhB03dzczPb2diaTSauc4JrLy8tWqgdfIKNJWjk2fEI2DaAIX9g2GBDAD/VAFfMT+uHg4GCwz+7o6CiTyaSd7Gi7g/wjZ/iQ8CHjePr0aQ4PD3N8fNyA7sOHD9srI7a3t7O7u5v9/f3Gb4BnQAw867LFruvaSaFd1w0yWPCis3msjwPD6FP8GV/nABffGcB6nbnWdty2yifI9n3fMninp6cNUAN0mR98RVAJHmT/nQ9JQScZ13xoWwlgV1t1zvx7zCH35+9j6KsjWv9fNh5aVXA1OrdsnLUtU5Se79i47BDVedzX6rjG+n9XH8sMwvveX587RqtlYxp71jI6f1fa1GvGnrnKTuT7NjsqzgQsA7qOuNspxNDYEXB0zX2gEF2igZNiADkmZ1XJ0Z9PszQQ8xirg5K8+2Akl4Iki5KpGsQxcDJ48oZtnmewbNALoPNv0zdZlK3QDO6sP+wQepw1SFXnVzN2HrsNG4axPoNnYxBNR/rw+vJsB+M8N9a9Au/q7L6Pfv2UzYC28kMNiFQdYxpXObGjU0vzDCZwQHHsXIJmgGUeToalgYAFjgL3s3B+6gmLLnvyybU1o+ayYQdAAaL+nOw2B1/gOHJYQ83auTxta2urAR5eKMwR7dDJz6p0tCPpcbscDBrShx3OOj+vtQMgldetN9xHBYw4nfz96tWrAbAzYDcf+UXMY36I6VHB/qo1rzuZsMvLy5yfn7fsGLqZ0ymTtKDc5ubmIIuCbePF5vARNEau5vN5y07t7e0lyWAfncspnRTw3jmDcoINW1tbDfggEzx3LHtPxm5/fz8vXrxo9wLsdnZ22j5EBxoBuy49tXxPJpPs7+/n4OAgFxcXSZLz8/NMp9M2h62trRweHg5ecg6gu7q6ymw2S/L2tg0SLPA5oNVA1/LBfOkLEOSKGr6H5rbdyB33eT8gz6xBZcsa95O529jYyOnpaQN1e3t72d3dbb/J4gGQ6Z9gEAEB5u35W/a+b1sZYFej8F4Ifz7mrC275l1O3Ng9ydvlZNWJsNPiyMK7+nckgt92Zu8bI9/XyOjYnJ0teFffdZxjczZdxmhT6eE+6zrWZ/nzMZCx7J5l342tp43psr7HvqsOZB2nm69bdcezZiTJwqJU+IzfPqWrRoid9R4rF/G+HmcbfM0YoKsOrtvY+o9dY1DquTEvf19BjR27ZFjCYb5yJtfGpso3joAdqhpZB/glC0VfM1rOuuMEY/xc0WAnkf7tSFtfmJZ2IPnM+7KcaXBpXc3aeA3sFDJG093ZvfuCJ8v06So2eMxlrPw/n88HzgbXj4EIZ72qrbDjb53HXhz4zzzGOAy2a3UK64mD+urVqzx48GC0pGxsnnwG4PL4vOb+DR/xHD8/WbzWwHJWQWiVS0r0iIhvbGy0LEEte+Ze6yQHQOo+PesQ6OYMqterBjGsk+w/1HXlHmS37/vBfi2aI//T6bTpZe/jhV4Gew4I+Ad6W3f5/1VrFxcXTaaSBb1evXo1CG5tbm4OXsBtvckrDQhkzGazHB8f5/r6Ovv7+4PX31AN1fd9zs7O0vd9yxhCQwM61pHAGCCMF1z3fd9O3zw8PGxrNJvNmgxZ/9LgQzJvjx8/ztdff53Ly8uWFUKWDeYBu5RpPnr0qMnvZLJ4bQIBof39/RwdHbVACu/040CR5Pb9fIeHhw3YMW4AqXVD8vZrgCjbhGbQ0HsYK0+yjtV28LuetGt75ICIx8E4a7WIbV7fLzKSFxcXmc1mOT8/z97eXivRfPLkyUD2ANG8ExB+M99Bg4/RVgLYVWeAVkFMNeJjYGHMYbESHTOgFayM9V+fxfgqkBoDC3WM7wIaY88bAyD3gRTGt6xfz90RUkdI+F0jCJV+y8bk+d5H27E5jNHsPjpUp7sKe/37vjUaW5+x+91HdbpWudn5GAM/5psacbcz45PtHKXEWBrYJYsTvaoTZgfVjoWVv50/mte4AsExfq/OqPWLAVySAZjhfzt6tOoUQVucvbEoKwaDEiCXi9M/fdgwG+Rh/D0XnAnTqoJC064CWvOBI4fQAhowtzG9bFpCn2pQxxxnrlsm59az7n9sTVahsS6sDXLAZzXj6rXwT32HVbWTrIfl8/r6ukWEk+G73iofVbkxGMHRePXqVXPkzMs1QOCfsT2ZNbgCP/DcrutaCVoyfAG7x8a8q13hOmSQcjufxEckH9pYN+BIOntpOjs4wvq6JBa55BljvGldypzriZrM1U4u60y5pvkLWhmEkr0ywENfuOyUeXqNanDL41i11vd9Li8vc3193bJmzBGAy7o9ePCgHc1veUkWJZXw/dnZWU5OTpKklWEmaUFO9vHNZrO3MkTW68gMDv/u7m4ODg5ycHDQMjeTySSvXr3K2dlZA3rT6bTJX9/3gxMryb4j06z34eFhdnd3c3Jy0uYxm82yubnZwJvtAby0vb2dk5OTXFxcZHNzswEp5ODg4CB7e3sNQF9fX+f09LSVG5K1evToUT7//POm48mEkiFHT9iWGmTRHCz19S59BlRWX9S6ye+gJajDMy1/Bn6scc1QWy5qgJQGTwHSDg8PW+aO/ijX5PTU2WyWi4uLnJ2dNT1Qq56+T1sJYAcTOZJoQXK0zhEyl6dUpU56GeXkyE2NRKHQHXHjb55VDSECRT++r0aSq+G0wqyRU/dlh7f2gyLx/3aWTUM77e7TTqgjXlwHXV137GiGx+6+LRQIRHVETF9f5+/tuPN/Ne51fe7722N1/xXE2cDVz8b699quovFzQ9Yw9tADXrJzNua0LfssGUayk7dLJyqQsBKuzjpjdXkEMmf+9hqMrYmfzxj4rAJWjI1BhB1Pf19BvY2Es/cGLHYir6+v24Zzl10a9NKcUYXfDeK41/NHr7HWNfBReaLy7fvw8rsAlXWEnZDqbFoP1/W0XnQbC/CsWhsLODjr6f3a5k/Lk18yDQgwH3uN4Cvvb3FJkfV25RMHEgho+IXHvIzX+tZtTL65jvV2kGgMDCZDm4gz7NP2LEPM3/KQpDmsOMH0x54Xyu+q3FOiZZk339KcCTFNnBmrtjt5+7VE0M1/4xRbJpBzwAn2uPJUpaPteN2/hx0wbzir5/Xz3qlVbARKklsakwlhTb03036M+fDy8rJlTpK0sl3rUR9F//Dhw+aQe+3Zc0ZmsOu6tqcTftjd3R28AJxgxsnJSc7Oztp+NXiX8kzLBjxm+0Kw0AEUyv28L5dST/t4Jycn2dzczLNnz9rrHRjz9vZ29vf3Gx9h3y8uLvLy5cskyZMnT7K3t5ft7e389Kc/zcbGRgPQL1++zLffftv0CS/t9vv4kgUwc4CF9eIUUfYTUt5IFhJZsE8OOCbLypYHKl3IWLJODsTYT7CPDcBknNgwQC7PJCjAuqEHGbMznmQlLdMf2lYK2FlZjxkGIk5EQyBUslCQvCgQZQcjsiAuX2JhjeJdvoBw+FATogb8ME4rTjuAydABNaipwA5BRsHyd43Y2sggxAion89vOwx8bmeUcfk50NeMbkccOtjZ5x4r2up4VOfS0VsDOAvWGNBKFsbLqXsbJ4PMamTNZwamfF6NcAV0XlO+r/NdxTaZTAbvTWHuOIwOcnjtXYKZ5C2+8TpBSzsIdvYs69zvMgQHX6pjwroiiz4AojolXnPvK6pz8n5By06yKImkYSgBwssyMJ4LdK/Al+BTkkEU9vr6eiB7taRnGfDlf3QJkUFo5vFAkwoaDdbQYUT+cWiZGzqgOj92GNFz0+m0rZd1qMtQKzitepLnjo1z1ZrtCzzFEeREdckoOMCAMwmPUFY5mUwa78Gf3pcBX7HnzMEE+LsGDfjcvD8WtOPFy14HA8OxbA6fVb1qHq0yg4x4rylOt3V9klamRlaEkjDmwHMpH3PgcXNzMzs7O02v+PCVZOjMYdOgF2Py3jwOhYBG1b7xWXXKTSv6qnbTjq0zcGOOqP0Nxo2soSdx/p1FsK/B/+arMd2wKs18BP8cHR21rBV6B0DQdd3g3XFJmm6jhBGQhx5NFuuM/dzY2MjR0VFms1nzSylv3N3dbSdyvn79OrPZLDc3N4OyRQAfZZ/QlhLSvb295steXFzk4OCgzY99lEmaHpjP500fwKfwm6sGuq5rhwolafR5/fp1nj9/nsPDw/ZqA2j25s2b7OzstLHbdlKGeH5+np/85Cf57LPPWpkpB4v84he/yNbWVp4/f972MjJebKizybavSRpdkQHsKAeOMEdjAdaOPi1HW1tbub6+PdESfFF5234q+s/ZNuTQMgQfoovrKaoGq8YMDr7C0x/aVgLYTafT7O7uNqNEg4FAw4AylCXKmQhA3/fZ3d0dlAwBjFBoRBFA/f7NImxtbbVoAgKL0iP17DKPsYiYFaGNIQzGmKz0MQwsMovuOcM0GCSMpxnKn5mOjljhTPMDnRA0GzT2J/hEKGqFeaYBKGuavA3sGFONwFanlT4NVm14eQbzcdSsRk6hM2Ng/V0aBY0YM2tm0GLHxw5KdegrAF2ltrGx0d7JA8/gpCAv3odip7HujbPihz8xkmPBDpTj7u7u4OSwMQAN7yNnDqbw3cHBQZtLBXaOkJkH7QwxZ/9dMw/whKOMLietTpnLxwjCVMe2Bi4YVzUwvmZvb6/dizF2ydh8Ps/29nYLDtUDJ3gGzeDB31lnMYe6v8rjhe6ORKI3oL+BHYDcgbkK5vhd5dfjH3NoV6kxh6urq2ZP0DPV5rh5Lg8ePMjFxUUD+jid0NClO/Arzk7NTNQ9m+ZD1tKlli45293dbae+4SzRFxFpxl71uZ1rgwTWFEfRILcebnJ6eprJZNJk8Obmpu1tcqYE+U8ycCCZI2MlAPHq1av2njKfVIcDRtbh0aNHubq6anqRsZDR6Pu+laNNJpOWNXXQB54gkIJecJCHLARlejiynKDoF977Rdnz+bxlhchyop+6rhvcSzBpLHBieR3TU6tq06Ax+u/09LSVZ0JLaM1ecQeCOdIfmp2fn7fyY+wLMsE69X3fQNnh4WE76RJ/MRmWhPKcg4ODHB4eDgDo5eVlHj16lJ2dncYX+Kqz2awdl8/aEejA57q4uGh89OjRo+zt7Q32AiZpdh25YG8X9mI+n+f4+Ljx5s3N7cvZeWUCGW7kGsBaTwDl8JCDg4MG7La3txutnz9/3mTX2xQcVKUcFVly4Bd5TBb+JH6JfewqZ0kaTff29nJ+fp5nz541ubB9si8ymdxmLKGB14FAHHrY9gxfmnna1tofGfMlx5IQ37WtBLBLFqcJOWvnEiWXWiQZOBU27nZ26v/OKNFHkoEitxOB8wOx/X2NRteIc82AOULCwlUmGoteGzAxHpSUGdsKm/7GHEoLu51X05ZnecyOhvC/S0L4bbrUZ3tdDEYZL99jRJiPsz5uNbI/th41Mgy9HEnnO/o3WPPvsR+DEl+/qo1IliPqBjLOXpk/HEnzmvNdDS7wd3UO3qW8qsPhyLMjzXxewcWygMJYJmoMyDnwYRmmuRqA62u0sPIpPIjseFN3MuRjP89088lt0AXdxro5gmhHrgIyfltnjEUJDU5ZA+sUPndQxVk4rwvfAzj9meXNOrQ6nmNBs7E1WoXm9QVY1QMFLDvwkTPCfI884azVYEGli+9JFjRlbcbsRA2MmK41CGF+4fcynW3ecBDNfdRx21GDZq9evRo4VN4/aF6B1w1svCbMtQJP9Bng0ZlASjgJ3EAfy7rtN/1Wh9VzdoAwyUB2a6kysoz+Y1zOJkEX+084x1UuPWbLoauVGJf15MfY+/Oxm+cJTeAPsm447l3XNUCzsbEou/WhIjc3N7m8vGwJhe3t7RYQILAHfc7OzjKbzfL5558PZNmnWBL0BKBvbW1lY+P22PuTk5Ocnp5mPp+3oAB8mOStd58laad1Jmnz7Pu+BQF2d3fz+PHjvH79OmdnZ4PgNIGf8/PzQbAVHiGzyHNYe8AMc7R/50A5NCejSBDZpeHmIWQVG2MgR/kp8mB/gntckonMutnmTia3p4OyF/D169eDgMl0Om18YlvuTK3lJVkEP1k3vqvybv8DejJe60B00++bjB2OiBUOhCKl6TJKMzLXwpAsDsyMoppMJk05Ymhh6mTxvh6XC9XouJUuChYn2Gid52OIHH32/2Yixm5DyN+OoldHxqB3WcauOqI4kHaW6GssY+foKf15PRgfpQPegF4Nq/vjb2eBqsPh7yq4A3ww7mqcasQ/efuEMmhhR8iOSc3YeS35TT++d1Wjm2PKA4NGKRcRsyRNWcOHlGlAG753htXRT5dUJItMT41UUx7Durm8iUgbTo4dIPjeMsI8bdDIIhoMcV0F6pZhj92GpTqm9TvGghzbCHiMpgv/GxgnadFoO6vmPQwjkWJoV9+zZVmqesX8wZwMWu200iqAsyPq9UEe/VODL/4ZA3bVEXbG7mMYwo/dDObt+DgCDVBPhnI2mUyaTPnwlHpEt6O9yJrBk3kKGcNhw1Gr6wK/JIsyeGf9bJttd21f0C8G7UTZkwV/VyeJZzpQBO0AtQaw1XbRJzQ1LeAT+uDZDlbQcPSgGfrKuglnfzqdNocRRxSfhWcyD8bktcOm2q7YB3CWziWVtm/QHJ/FASLk0LrAoNjr7tJ2rwd6p5alr0LDYQeEAX4ps4MH64mXfd+3A1Csn1+9etUONOEF3FyHDUEvHh0dDfy8CiRtFx89epSDg4Omx1+/ft1ex2D/MUl7VYODBLxuAP2BroCn7c+xx8/7RRkH62/fBl82uX2dAfLnDDW84TJvQDSy/+bNmxwdHaXrujx58qTx8vb2dp48edIydFTNHR0dNdm2H2m7RHWc/W/mhW/Ac1zOiDwBiDc2NlopJbTe2dkZ+PPYLeSaedqOoRtMO+a/LLHjgLZ50r7B2Bw+pK0EsLMTUcEJn/s3hIJwjlTZuPm6avjGfuzg8neStwyDI2TOoFUn8L5Icr3e88G4WXHzuZ/rv/1M7sExrMBujBZ8h7GxM2jae018X12nMYA2di1j5Hs7Q9Vh9/XQrBpP/3Cfr3ffle+4J1mARjtS5gGEu0bZPNZVbMzbpXWmqw08yhpF9/Dhw6bsHXnHsHl9vQY8g3fbsNcIQ+YoPWO0AUX5V36g5MQHJHieBgpjGTVHuWsmAeBTHTHzJ4reDleyeKGpo33wE/zi7An3MFcMEnwJzQDcNgjQwn1wX5L2rBpxNz2r3jJP2KE9Pz9v19n5xDHBAUYuvHdrbL+PA3kO7Nz3M8bLqxhE6bouOzs76bqubZDHYTKv2Xnjt20ZzigOhPUz2SPvdcRh5FnwKKXzzvri9ND6vm8n4pEZePDgQXZ3dwey4iClA2V2Vgw80Ot2mJCLuq7wknWsQTGyDl9Tfke51+bmZgOvyBCOOhk3gBllpoBHHE2XnLucGxkCHFBit7Gx0V7cPJksMqusF8+1H0FzGTzPTBYZvI2NxYEcZKTYv4STST/ef2kdAXBDFnmWdaODyfY7uJb+V61NJpMcHh5mc3OzlavP5/Pm8JPVNP/WoBVrwDH9ZFWgC3JydXWV3d3dVhZ9eno64OeaXa3ZKfjj9PQ0L168yGw2a7bt8vKyyX0FhOwRRXYrGCBwCeAzD7Dm2JVkUboKP1JCeXx83OZK6aWzkMgKfT569ChnZ2c5OzvL69ev2/3M4/DwsJVmkk188uRJtra28s0337TXSWDT7MdRgg3vQQvWl7EliwCFA+roFWxm13WNxpPJJCcnJ20tkSnKPC1nDuygF11RAT38TPQctLCcoVPgXcZs/fIx2soAO2p1YayaSbFjb6eJVDX9kAZ3FMDOGQyNUfS7tRBsTiqCyN7MzT12pqwsPFY7oXYsUfR2br347seg1ZEA04o+bTjoozrbMJENHw63gSD9Mn/GC61cWkRf0L0yp9eOMduZdybBtLSBdYTJfOM5GRDw3GR4SAX0GyuHcpSzBgWgZ/1dsy+rmD1wA6wZDHkO1UmvPGy+Z30wjmQYcDy9vhidy8vLXFxcDICYnQYDHfp0CRqZBiKTNty1FMNRZ37Xn2QRDHIwwoGMZFiObFm1MffYzNf8cL95Gb613FQwOZ/P2/4qsgEABtOKPco8HyNiQ+g51SCMdSv9Ag42NjbaXido4Ow4kVCXhNqZp/SJzGylLc9xEKiCcFrVZ/cF0D5Vm06n7RCB+Xye09PTgV6Er6E9+hVARQbPDinOFOuCnOH0049PwyTajbNi/Yh+g/eQQ/RAsnAysZmTyaTxX5JWdsXn9ItskC1J3s54JwseY+w4WN6344ClS7KZV+Vx5sPpiOfn503WKPGiH5d7bW9vN/7lwBoHmLBzl5eX6fu+ZQDIQMxms0FAIxlu97B9qXJIhgXQ4CAy4M4HSPC/9TXfUd3gA29sgwEjyzLoBnPM3f7GKjWAHRlUgE2yAMeeK/aPPZPYpeR2jciMASJqxodSyuQ2u4WdrCdZ0qzX6OvVq1c5Ojpqfut8Pm/75PANKT3GLzo+Pm7AFV16dXXV1he/13oxebts2tlnA5e9vb0cHBy0oCvZRQMXAj8PHjxoWVI+5xTSi4uLdkgKdIU39/f3W8kpcnFyctICUdbj2GRX7SSLQ5PQRaYvNGae0Bagz/goDUXOuAZ9YkDM3keqZpgD+pSxVb3moIIDLA4aW6/UhMWHtpUBdnbkjF7thNdMFMACJ8n9mFEcmXGfMMgyJ98LbkPkKL/3A9iRs8PB/8zVIMIM4b4MGjwOA7tKEwM7HEzfb4CC4HjfFLSvwKzSxjSm77H/PXeDMOZQgZr5wQzve8au5Tmeg52hukbOVHrMGARHNM1bPAtlV6M1tFXP2Jn2NXrrn+pAex1wIK30Kw/wnCTN4fJpgI4Q15K8GvG3vMDbyDBGeFlGJ8lAp9T15PuxzJW/tzzhIFXwUrOXtTmix36NZUqdsWIgk+GeKIwXRgQdxzyR7QrGLaMeYw2cQWvmRakRPx6312+Mnwz+ybxQygM9+Js50qcNd6Wt5XbVGg4X64c+4bu6d8TyhQNqHcb1yJXLBTc2FkeEI5/JIgNPuSDg3DJeS7psU66urnJ2dtbKlriW9fKR8DTm4P2v8BABV0Cpn4eji0PE/A20AH7wfpLBy30JLjB/nDWDV+s/+qR07+TkpGXg+B7AubOz046CR/7sdHpvsku36MfyguyxtqY9gWPbaOjlEk3kwcGV7e3t5qTv7e0N9CzPJCBOJh8Zg0eRu1qdUANnq9C6rmvzThYlh/gxLi/257YFHIKDLkamePcba2mex765csd8jr4CBB0cHGRnZyc3Nzc5Pz9vh7vAKwQi+OzVq1eD9+eRHXSVDTLsLUYAUACqA0fce3p62sYGQJxMbitg4GHKf50EePXqVU5PTwd7t6HTq1evcn5+ntPT0xwfHzcA1XXd4CAV5NZ7DzlAhgNrqm1nHA5eOojP2tnvsq8Mf8PL9WXg6AL0A/YnyVt6kpJr9CkHuDnD69JaB02YO7o6edtH8bM/pK2EpNqRd7Ta4ArhcYbGwI0FNRC0E4sA2anncytWf14BUzIs0bNjZKdvWTkhc2WctbHYVqr0yfemFUw4BuwMgE1D03ts/r6+grAKeA2+DAIYg8fO32PPGGv+fqyvSs86T2dnzSvQsWZavcaOuoyNEaMLP/EZ96xiBoE2n88H2YFkEfiw054M91cYqEE7K1g+N2Csz6rAIsnAOXWG1RkG17TXNaqRMq+VgykGiOZPG/QKzunXIM4OmsvJxp5t3jK4qgDa/dOveR3nDOONIcehxGCTObAcuATHYI41MX977bjeDR38LuMD/1d6Oivk/TzVGHKfQcQyYDc2zlVogKLpdJqLi4t2eICBTJ2PP7N+Zf3s4CSLLAKfO6vOfYAWyozIINoRqntTkoUtorTz4uJi8FoBxsia2sG1k1SzQXwP3xGc5G8HTQDEgFUcJeTO/HR+ft4CHPCf98QQoU/yltOF/FDOBy9ib3E6WRPGZ/6uOo3fthHJwj5UvVAj+v6M+6wzrINp6AjK4/b391vWjnF0XdfAKMDUOgCgOBa8+RgO58duNzc37V1yrLEzWUkGpb3IDzoMvrN9cbDRwQnWn3Jf+wDeo5Xc8hJ7+Xzyou1gMjzX4OLiYvAKAGzSw4cP8/Lly/a8JIOgICDNQIZ5Iuu2LdhsJw+wHc+fPx8Ae0DIzc1NA3bQhBNDOYme8s2Li4t2He+5AyxOJpPs7+/niy++aGXeR0dH+fbbb3N+fj4IFiXDl8MnC//Fsv769euBXjJ+APjXk+4ty/aZ0Ye2TZa3s7OzHB0dNdnc3d3N/v7+IIDGATbO6kFL62jrO6/b7xtglwxLr4ykcU4siDWbYmDn+ldfV51PjJH/92/3UcfENXY4q2G0omcRaTUDkSxAhA2dAQ3GxA62DcRYKSZ9O0uB4qp9OGJoJqvrUGlkJ9LfuVXwSZ/VoNhBtoNqmppm9TNHPKqzV/nHgNU04NoaPHBDMbrfMWd2FZuzOcnwsBc7K14DaGTZ4n/ziA934DP42SVdXvfpdNqUrp0Xl1vVaHcyLLNcphDNW1zvwyN4vh0pX894kC8HbPhsGb3425lraOKoq/mR5gwmYwXUzefzBoqIAPKbl0i7xMd87TWqwY0awLJTZ2NoutRsq+ngeVk3u1KCzC1Gkr+rbI31v+oNB+T169cN2CEDNVBh2le6eT1wdpJFxs9H2Nfne/8IJU048l5T6OvoNDYAgEoJVh1v1aEV2FUnsQaQrLeZJ/Pjb2dxac5EUHLZ94uj5qGPS7LITBgEMy4cRY6cx6H1i53tDFqevabmX6+l+dZAwvOp4G2sGZA7K28wS5nh69evG6Cg/CtJy564fI/xkBmua+JA4Cq1m5ubtr/x5uamgXDKZJk3e4pNVwKT3oflYAB/O+tqXwTQYBDYdV3L6LCHDn1PYCdZ2Biy0walZLYBOA4OsP4AGuZFQwYZu8EM9zvIgt6FfvDN/v7+4NUZ6DN0GLyODqJqBlDn9YEfr66u2vX7+/uN3l3XtcAJtgv5JODLWmE7qFJgXi5zpV9XrNjnTm5tJWW7+MesKfJOw7dG3ggc4A/YtwfIkTFnfyxZdMp5a2CItWMsH9pWAtjZEOAIokz8U0uHSBvjrCUL58UEssLlWhbPynEMuFRgh1JFYJalbs1IjnIj0NVAuK9k+BJT5mZ0X+uM+RwFVY23DbINg6Oe3OvMIfSD9jYEFggrAAuQ5+rvbEy4Dl7gmXxvw1iZ3vezzvAPc3XWwn1XUGeQaAVeDTR0dZDBDfquYuv7vpUiMBc7X1xT6eI1Z63hv2QYmHGGCGfABwp4LTFuRLWSRXmNT8BkHVlbAz47iqZ75XnzKv/Tt7MW9Ml4qsPmsSPTBk+mW31XnwMAdtwN7vxsOxs81xv13dib5LWwTrFuqxvAK5CwU1dl2o4xY3WEHH0OXdAnfrbLcWsmhnXgt7MWXt+PFd38IZodRjJe6DODG661jEG/Cv6SoT6yc2HZdLbMa2wH1Ho5Ge55tuNmmamBODfzS+VtBylw7Ji7s322NxXY4HRVu2xni8+Yp0u0Lb/wai2dI6tgnsdnIJBCtsbBoDHbVMG5gzzO2PhvWh1vpTNrbhpQHuhS8K5blHXyuXWYgR2/fSqm6WXwuErNvuGLFy8aMKBsDv8Q+vg1Eehm9ofBgw5AWPdBQ3RnLaUm8AEfAR6wuc6iTSaTlkWnz+vr61aOyPhcvdH3i+xftX3J0N5RAspzrS/q/Didk6Ag400WiRL6MG84Y0jgkdNJDdoMyJAd02hnZyf7+/uNP9lHnKTZPeskaLe5udmy+j4DgvscjKCEE1ryvXWJZcrnajhYReUFgSBn9vn+9PQ0p6en2d3dbfPb29sbHCbj98va37De/JDWfQx0+MGD6LqzJL/9qceh9izJ8089iLu2SmNJ1uO5r9Wx/Af6vv/sUw1mrK2YrK3S2iWrNZ5VGkuyWuMZG8tKydqKyVmy+uv3KdsqjWeVxpKsuE1by9k72yqNZ5XGkqzWeD6qnK1Exi7Jb/d9/8c/9SBoXdf9m6synlUaS7Iez31tlcZyT1sZWVs1eq3SeFZpLMlqjWeVxnJPWxk5S1aLZqs0lmS1xrNKY0lWbzwjbS1n97RVGs8qjSVZrfF87LGMF3Kv27qt27qt27qt27qt27qt27qt2y9NWwO7dVu3dVu3dVu3dVu3dVu3dVu3X/K2KsDuz3/qAZS2SuNZpbEk6/Hc11ZpLMvaKo1xlcaSrNZ4VmksyWqNZ5XGsqyt2hhXaTyrNJZktcazSmNJVm88ta3a+NbjWd5WaSzJao3no45lJQ5PWbd1W7d1W7d1W7d1W7d1W7d1W7fv31YlY7du67Zu67Zu67Zu67Zu67Zu67Zu37Otgd26rdu6rdu6rdu6rdu6rdu6rdsvefvkwK7ruv9813W/3XXdv9t13W/8CM/7g13X/etd1/31ruv+7a7r/rG7z590Xfd/7rrud+5+P9Y9v3k3vt/uuu4/9wOMadp13f+r67q/vAJjOey67i92Xfc37mj0Jz7xeP67d+v017qu+5e6rnv0Y42n67r/Vdd133Rd99f02Xd+dtd1/7Gu6/6/d9/9T7tP8FbltZy1Z6xlbXwsn0zO7vpby9r3f97KydpazpaOZS1nH6mt5WwtZ+8Yz6+urPG29U/xk2Sa5G8m+SNJHib5fyf5Yz/wM79I8ut3f+8l+f8l+WNJ/sdJfuPu899I8j+6+/uP3Y1rM8kfvhvv9COP6b+X5F9M8pfv/v+UY/nnk/w37/5+mOTwU40nyc+S/G6Srbv//0KSf/jHGk+SvzfJryf5a/rsOz87yb+R5E8k6ZL8H5L8F35IHh+Zx1rOFuNay9rb4/ikcnbX51rWvv8zV07W1nK2lrMfmOfXctav5eyesfxKy9qPJohLJv4nkvwV/f+bSX7zRx7Dv5rkP5Pkt5N8cffZF7l98eVbY0ryV5L8iY/4/D+Q5F9L8vdLOD/VWPbvhKErn3+q8fwsyd9J8iTJRpK/nOQ/+2OOJ8kfKoL5nZ59d83f0Of/1ST/ix+Zx3/l5eyuz7WsjY/lk8vZXT9rWfs4Y1jbtEV/azl7exxrOfs4Y1jL2aK/lZGzu/5+pWXtU5diQnzaz+8++1Fa13V/KMnfneSvJvlJ3/dfJsnd789/pDH+uST//SRzffapxvJHknyb5J+7S+//s13X7Xyq8fR9/3tJ/idJ/v0kXyY56fv+//SpxnPXvuuzf3b39w85pne1tZzdtj+Xtay91VZUzvI9nr+WtdWQtT+XtZy91dZy9lHbWs7Wcra0/arL2qcGdmO1ov2P8uCu203yv0vy3+n7/vS+S0c++yhj7Lruv5jkm77v/633veWHGstd28ht6vh/3vf9353kPLfp4k8ynrv64z+V29T0ryXZ6bruH/pU43lHW/bsTzkm2q+0nN2NYy1ryzr+5ZKz+57/qceVTzmGVZC1tZzd0/Fazj5mW8vZWs6Wd/4rLmufGtj9PMkf1P9/IMkvfuiHdl33ILeC+S/0ff+v3H38ddd1X9x9/0WSb36EMf4nk/yXuq7795L8y0n+/q7r/jefaCz0//O+7//q3f9/MbfC+qnG859O8rt933/b9/2bJP9Kkv/EJxxPvsezf3739w85pne1X3U5S9aydl9bRTnL93j+WtY+vayt5Wx5W8vZx2trOVvL2X3tV1rWPjWw+38m+aNd1/3hruseJvnTSf7SD/nAuxNl/pdJ/nrf9/+0vvpLSf7M3d9/Jrf103z+p7uu2+y67g8n+aO53cz4wa3v+9/s+/4P9H3/h3I79/9r3/f/0KcYy914vkryd7qu+7vuPvqTSf6dTzWe3KbR/56u67bv1u1PJvnrn3A8POO9n32Xbj/ruu7vuZvDf033/FjtV1rOkrWsvaOtopzxnLWsvaOtkqyt5ezetpazj9fWcraWs/var7asvWsT3g/9k+QfyO3pQn8zyT/xIzzvP5XbVOb/J8lv3f38A0me5nYj6u/c/X6ie/6Ju/H9dn6g05+S/H1ZbID9ZGNJ8h9N8m/e0ed/n+TxJx7P/zDJ30jy15L8r3N7atCPMp4k/1Ju67Pf5DZy8me/z7OT/PG78f/NJP+zlA3GP8bPWs4GY1vL2ttj+WRydtffWta+//NWUtbWcraWsx+Y79dy1q/l7J7x/MrKWnd347qt27qt27qt27qt27qt27qt27r9krZPXYq5buu2buu2buu2buu2buu2buu2bh/Y1sBu3dZt3dZt3dZt3dZt3dZt3dbtl7ytgd26rdu6rdu6rdu6rdu6rdu6rdsveVsDu3Vbt3Vbt3Vbt3Vbt3Vbt3Vbt1/ytgZ267Zu67Zu67Zu67Zu67Zu67Zuv+RtDezWbd3Wbd3Wbd3Wbd3Wbd3Wbd1+ydsa2K3buq3buq3buq3buq3buq3buv2St/8/iHWQP/YS3I4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1080x360 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 特異値1位〜20位までの間で確認してみる\n",
    "approximation = []\n",
    "ks = [1, 5, 10, 20]\n",
    "for k in ks:\n",
    "  approximation.append(np.dot(np.dot(U, sigma[:, :k]), Vt[:k, :]))\n",
    "\n",
    "# オリジナル\n",
    "plt.imshow(grayscale, cmap=\"gray\")\n",
    "plt.title(\"original\")\n",
    "\n",
    "# 近似\n",
    "fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(15,5))\n",
    "for ax, app, k in zip(axes, approximation, ks):\n",
    "  ax.imshow(app, cmap=\"gray\")\n",
    "  ax.set_title(\"k = {}\".format(k))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "executionInfo": {
     "elapsed": 8,
     "status": "ok",
     "timestamp": 1623302518917,
     "user": {
      "displayName": "TOMA Naruaki",
      "photoUrl": "",
      "userId": "11747312442870110137"
     },
     "user_tz": -540
    },
    "id": "QSn4f26YozrT"
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
   "authorship_tag": "ABX9TyNsmbrkaa5YWRiPzmGYVqtZ",
   "collapsed_sections": [],
   "name": "svd.ipynb",
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.8.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
