{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e409c279",
   "metadata": {},
   "source": [
    "# 自分の網膜上の錐体分布を実感してみる。('24.05.23)\n",
    "\n",
    "## 視線の先に移動する!?不思議な黒点\n",
    "\n",
    "次の図は、線が縦横斜めに走る、普通の格子模様に見えます。\n",
    "けれど、片目をつぶって眺めると、眺めているところにだけ「黒い点」が見えるはず。\n",
    "視線を移動させれば、さっきまで見えていたはずの黒い点は消えて、新たに眺めた先にまた黒い点が現れます。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "id": "abad699c",
   "metadata": {
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "w,h=(1200,1200)\n",
    "grid_gap_pix=80  # 格子模様の間隔（ピクセル）\n",
    "grid_width_pix=8 # 格子模様の幅（ピクセル）\n",
    "dot_width=8      # 黒点の大きさ\n",
    "dot_cycle=2      # 黒点を、格子何個ごとに描くか\n",
    "\n",
    "# 画像の配列を作る\n",
    "img=np.ones((h,w))\n",
    "\n",
    "for y in range(h):\n",
    "    for x in range(w):\n",
    "        # 縦横の模様を描く\n",
    "        if y%grid_gap_pix < grid_width_pix \\\n",
    "          or x%grid_gap_pix < grid_width_pix:\n",
    "            img[y,x]=0.5\n",
    "        # 斜めの線を描く\n",
    "        if (y-x)%grid_gap_pix < grid_width_pix \\\n",
    "          or (y+x)%grid_gap_pix < grid_width_pix:\n",
    "            img[y,x]=0.5\n",
    "        # 黒点を描く\n",
    "        if abs((y-x)%(dot_cycle*grid_gap_pix)) < dot_width \\\n",
    "          and abs((y+x)%(dot_cycle*grid_gap_pix)) < dot_width:\n",
    "            img[y,x]=0.0\n",
    "img[0,0]=0.0\n",
    "\n",
    "fig=plt.figure(figsize=[10,10])\n",
    "plt.imshow(img,cmap='gray')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02a1b270",
   "metadata": {},
   "source": [
    "## 細かなものは、眺めている場所でしか見えない\n",
    "\n",
    "眺めているところだけに現れる「黒点」は格子模様の全面に描かれています。\n",
    "けれど、人の視覚は「見ている場所、そのピンポイントの場所でしか、細かいものを見分けることはできない」ものです。\n",
    "だから、眺めている場所以外の黒点は見えなくなり、視線の移動に沿って「眺めているところにだけに黒点が現れる」というわけです。\n",
    "\n",
    "明るい場所で色や模様を見分ける光センサーは、網膜の錐体(Cone)です。\n",
    "下図は、網膜上の錐体と桿体(Rod)の分布を表したグラフです。\n",
    "ちなみに、桿体は、暗いところで使われる光センサーです。\n",
    "\n",
    "このグラフを眺めると、錐体があるのは、目の中心部分周辺、角度にして2度くらいの場所だということがわかります。\n",
    "それ以外の場所では、錐体の数はとても少なくなり、ほとんどが桿体になります。\n",
    "それはつまり、明るいところでの「視力」は、目の中心部だけは良いけれど、それ以外の場所は「ほとんどボケてしか見えない」ということになります。\n",
    "だから、視線の先に移動する不思議な黒点が生じます。\n",
    "\n",
    "%<img style=\"float:center;transform: rotate(0deg); height:12cm\" src=\"./images/day_240523_numpy_vision_Distribution_of_Cones_and_Rods_on_Human_Retina.png\" />\n",
    "\n",
    "```{figure} ./images/day_240523_numpy_vision_Distribution_of_Cones_and_Rods_on_Human_Retina.png\n",
    "---\n",
    "height: 12cm\n",
    "---\n",
    "網膜上の錐体と桿体(Rod)の分布 (by Jochen Burghardt CC BY-SA 3.0)\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bab7db29",
   "metadata": {},
   "source": [
    "## 注視している場所しか「見えない」ことを実感する\n",
    "\n",
    "下の図は、細かな斜線を描いた図です。\n",
    "中央の黒点を片目で眺め、眺める距離を変化させると、「眺めている黒点」の周囲に斜線が見えるけれど、その外側は「ただの均一な灰色ベタ」に見えるはずです。\n",
    "\n",
    "つまり、斜線が見えている領域は「錐体がある程度の数存在している場所」で、ノッペリとした灰色に見えている領域は「錐体の数がかなり少ない場所」というわけです。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "id": "74f911e2",
   "metadata": {
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "grid_gap_pix=8\n",
    "grid_width_pix=4\n",
    "\n",
    "img=np.ones((h,w))\n",
    "for y in range(h):\n",
    "    for x in range(w):\n",
    "        if (y-x)%grid_gap_pix < grid_width_pix:\n",
    "            img[y,x]=0.5\n",
    "        if abs(y-h/2)<5 and abs(x-w/2)<5:\n",
    "            img[y,x]=0.0\n",
    "img[0,0]=0.0\n",
    "\n",
    "fig=plt.figure(figsize=[10,10])\n",
    "plt.imshow(img,cmap='gray')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b7b8397",
   "metadata": {},
   "source": [
    "下図は、網膜中央での錐体分布を図示した例です。\n",
    "赤緑青に色付けされているのは、赤色・緑色・青色の識別に対応するL錐体・M錐体・S錐体と呼ばれる、色を感じる3種の光センサーです。\n",
    "\n",
    "錐体がどのように分布するかは、人それぞれ千差万別なので、これはあくまで一例にすぎませんが、左がわりと平均的な特性例です。\n",
    "ちなみに、右側は赤と緑を識別しにくいタイプの色覚特性の例になります。\n",
    "\n",
    "この図を眺めると「赤色・緑色・青色ごとに、ものを見分けることができる解像度は違いそう」とか「青色の光センサーは中心部に少ないから、青色は眺めているところの視力は意外に低いかもしれない」といったことに気づくはずです。\n",
    "\n",
    "%<img style=\"float:center;transform: rotate(0deg); height:12cm\" src=\"./images/day_240523_numpy_vision_ConeMosaics.jpg\" />\n",
    "\n",
    "```{figure} ./images/day_240523_numpy_vision_ConeMosaics.jpg\n",
    "---\n",
    "height: 12cm\n",
    "---\n",
    "網膜中央の錐体（左右は色覚特性が異なる例）(by Mark Fairchild CC BY-SA 3.0)\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d5a5466",
   "metadata": {},
   "source": [
    "そこで、赤色・緑色・青色ごとに、注視している部分とそれ以外の周辺領域の「視力の違い」を確認してみましょう。\n",
    "それぞれ、片目で中央の黒点を眺め、眺める距離を変化させてみましょう。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "id": "f3cbed07",
   "metadata": {
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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FI/sI4chScuEIhHDkCNqks4Rw5AQ9C0c+JYQjZmZmZmZmZmZmZmZmZmZmjcjsr1R/KlcsDhcFYwl5xnnysV1r6Vk4ci+Cew4lvyMMrHBkY1pjK3nKO4MgTiHGdp1AKW82IRz5HG3qQuoLR4amd95PpLyR9F84YmZmZmZmZmZmZmZmZmZm1kjMCuA/DHTFooNcnlGkl3+PvoUjuwnhSCv1hSO3EWO7zqM7XlOoJhxZQC4c+T268zYEbeZ+VGpqQxu4k1w4MgaN9tqKUmcLuXDkItqgO4iUdwaVoKZTXzhynlrhiJmZmZmZmZmZmZmZmZmZWSMxqxYp9FSuWDxRFIxASevGtMB16H5aCyorlffTvkNpbga5cGQauvt1mlw4sgRtRmf6uzcTwpHNaFOvI4Qju1DKG5nW82t6Fo6sRaWcR1E5qkx539C3cGQ1SnnjiE7/DagcVaa8UdQKR8aglLcZHTwzMzMzMzMzMzMzMzMzM7NGZPZn4O6BrljMQ6mrE6W821AqG4waYN6lb+HIbkI40o5S3rsoJV5Em3F7evF11ApHOpBwZAaaCXya6sKR5wnhSBvVhCPLURPOh4Rw5BGUKMuUd5pa4chxNKP4j2ZmZmZmZmZmZmZmZmZmZg3OrOpTOVjcR8/yjAtEN/yN5MKRveie1kq0Ia+ijSiT2Q2orPMMgtVCjO3qQOlxITG266n0sg+mly9f/Gh68UXkwpFxCHqBDssBdI9tJSEc2Ul94cgIQjhyMP3NAt1Rm4DGdq1CJaR51ApHZpiZmZmZmZmZmZmZmZmZmTUws8+p/lS+CvV1UTAKlXC20X/hSLnAJxG4aen756gd2wX1hSPbiLFdj9E/4ciHqORzHpWupqD7bKuoLxz5gtCcdxNju8ajTRiMSlr7qRWO7EJjux5HB8/MzMzMzMzMzMzMzMzMzKwRmV0G/LuBvgr1f1AjxzRCntFFpLzF1ApH2lD3/VaU8q4muuF3pQVfRghHDqAZu83kwpGuBGI+tWO7ZiJ43xFjuyZTKxwZhzakQMntACEcGUFuIGxHJaQ9qFFmGLlwZEP6O49QKxyZkxh9k9ZoZmZmZmZmZmZmZmZmZmbWqMxOUv3pV/P2aEKesS8tcAgxtus9+i8cmYoS1Fki5U1MLziI//vCkftRSeokuXBkQXqvNeRju5qoLxx5Bd11u8LMzMzMzMzMzMzMzMzMzKxBme0AZg90xWIquTzjXqLssxbB/gM9C0eakHBkH7lw5A1y4chY1A2/mfrCkW60aWXK60Dw7kMp7xR9C0eWoHS2hVrhyA56F460IAPh+yjJQn3hyINmZmZmZmZmZmZmZmZmZmYNzmw21Z/KFYvuosjkGSt/sMDnqSYc6UKQ/kg+tutLtMnz0gs8RS4cGZx+9xAxtmtE+tzdhHBkNAK4DQEtU97bhHCkjRjbtS593iOoSeYYMbbrAQTyW/KxXY+gg9BBjO1aijboGUI4shyN7TIzMzMzMzMzMzMzMzMzM2tkZqMHumJxnv4LRwall3+XSHlDUXlnN7XCke2EcOQGQjhyCaW88YRw5HuU8qYQm/ltWt9MYmzXMUI4conasV1DUMp7C6W8VkI4spNIeWPSz7xALhz5ADXldKOUdyc/TdJiZmZmZmZmZmZmZmZmZmb2S2G2iupP5YrF/yyKf5FnvIjKK2X5ZwxqZNmM7outQNAPpZfuJheOdKL7XvMRtBLicWqFI4dRyitLPZ2EcGQ5SnmbCeFIe1rXTuoLR55Gh+OHKW8tPQtHHkxf3xCbOgkdsvNEyrs1vWMz9YUjZmZmZmZmZmZmZmZmZmZmjcjsiYGuWBxOAE6lRd1PLs+YQkj01qCUNx6lsiGoAeYdtDmtCN6LwOvUCkdeJIQjNxCjv7rJhSMlvHmEcGR1WtcMVPYpU97fyUd/rSNSXgsxo/hNorN+JDpsr1Kb8p5HKW85asL5AMH/HpWW7iKSsZmZmZmZmZmZmZmZmZmZWSMym0T1p3KwuB2Fi9WohDSXXJ5xPP17HtFs8hmRzC6gZHWIEI40o5LNXnLhyA60EeWL/4ZcOLKUXDhygVw4sgptxCx6Fo6cQ5v4F5TyWlF63EiM7VqJSkgvEsKRFShF7qFWOHIo/c0CHb4JZmZmZmZmZmZmZmZmZmZmDcxsCdWfylehzhUFm4kRVO2o6/2VtMArqBWONKWfu4lcc/4oMbarEyW0h4hNfQqVaabRs3CkQGnqILlwZGv6/GsJ4chrRJf+Y/QsHPkIlbnOE8KRv6MNPIWaX2aijv2nUJq8Gx28bnLhSJlqzczMzMzMzMzMzMzMzMzMGpnZZQN9FaoJlUMmJhgdBLxp1BeOnKFWONKNSkhlymulVjjSTi4cGYHuj91ACEeGoJm7ZcrromfhyAOEgXANAjuZEI6sJ1JeC7lw5Fco0Y0gDISjiLFde+lbOGJmZmZmZmZmZmZmZmZmZtaIzLqo/lSuWKwqChajBLWR+sKRVxG8x1AZqFzgEFSCuZEQjlxApZUJ1ApH7kObuQqlvamoTHWOGNs1kejSX4dS3s0JxDC0qW8QY7uupL5w5ABKrVBfOPIwSnB/Rxv4LdrQWeQpbzI9C0fMzMzMzMzMzMzMzMzMzMwakdnH/AzN24fQfbJLaWF3UCscmU4+tuteBPV7BPlT1EW/KP2dZ8mFI80I0h7ysV1voGQ1jFw4sim9wGIkHPkruXDkbvoWjtxFz8KRQai0tB9tWBvawFfpWTjSRIztet/MzMzMzMzMzMzMzMzMzKyBmd1C9adyxeJ/FQV/o748YywxtutlaoUjb6IE1UwIR8py1AVy4chaBOyPRMpbjRpppqKy0FlibNcfUOocRO/CkesQxKvIhSMribFdz6Z3bePnF46YmZmZmZmZmZmZmZmZmZn90pkVwJCBrli00bM842gCcIYQjnxLpLy7EdTzhHBkPGp4GUQuHCnLPtsRvNHE2K495MKRsen3NtG7cOQelPLKss/0tM7TxP20O+hZONKEOv3/zMAJR8zMzMzMzMzMzMzMzMzMzH7pzKpFCj2VKxYUBWfIU97ytMANhHCkDaW8bVQTjryPNuYiAyMcAR2I94HfEvOFN6XPvw4Bu4q+hSPtaCM+Tus5hzZ6Er0LR/6O7qc9ig6CmZmZmZmZmZmZmZmZmZlZIzK7E1hWNS5UDRabioK5KKF1ESOolqASyWa0EWPTC5UJ7XU0tusx1B3/BiELaSXGdpUlm0XE2K4OtPFzUMnoa+DJ9LIzUMnmLCorHUkvvhBt6DPE2K7lqNlmK7o3dk1azyhCFjIClZB+hcpcW1CqXYoO3IeEcXE+OpjH0CE4jdLifejgPIVmD99DCFbMzMzMzMzMzMzMzMzMzMwajdnn/AzN27vR3a7h5PKMdUSzyQRqhSPTUBd8eadsevr+KZSYPiOSWTe9C0euRqBGo2T2Eureb0ebvx9tZjO5cGQNUeaahA7VanLhyLfkwpFH0AavRffSyjQLSooH0IatJIQju9CBW0EIR8zMzMzMzMzMzMzMzMzMzBqV2fVUfypXLP57UfAVSjXzUYLqTAu8DTWbDCGEI2MRnBEoPe0gF47sJTrO21HKew9BvEh94chslOq+IoQjU1H6O4cgHqZn4UgLSpXbUFC6FkG8AjW/bCcXjuxHs38LdE9uHPWFI8fSZ59EWvhZ6b+fJMZ2mZmZmZmZmZmZmZmZmZmZNRqzs/wMgrzHyEdQDaV2bFeBUtEElJLWJDizEaxvUCnoKwJemaA+Q3fRFtOzcGQb2ryr0MaV8F5Gm70cbf4BlMCayIUja9EGzyOEIx0o2d1PLhw5hpLgAlS6Wk8uHAGl3QNow8oD9wpKeSOpHdtlZmZmZmZmZmZmZmZmZmbWSMyGU/3pV/P2CeJ+2l3E3a8OfrxwZF96mSZibNdBdJ/sQvp7ZcpbiyDNoZpwZALRpb+OEI60IGAvUCsceR2VgEYQKe9toku/lVw4chbNQC5T3g83dTYhHDEzMzMzMzMzMzMzMzMzM2s0ZjOAuQNdsdiFQLahlPdnlPKGkKe8Z+hZODIL3U87QYztugdB/Z4Y23U7gkd6+feIsV1DqS4ceQeVsYr0924jxnadJ4QjxwnhyAyU8k4TKe9OolS2gVw4Mhjdl9tPzBUegcpkZmZmZmZmZmZmZmZmZmZmjc6s6lO5YvGfioKZKOWdoLpw5GlibFcr6lp/CaW8q1CqKstRz6XfWYmgHyKEIy3E2K4ulPLmImglxONok+ehRptV6BD8gRCOdKLDcjO9C0d2oTLV5eTCkWfQpraRC0fOoI2ejEZzdaIymZmZmZmZmZmZmZmZmZmZWSMz+zcDXbEYhhLLjrSwFeTyjEHUCkcuEMKRMuWdJsZY/TDlTUHCkQvp5z4lhCOD0f20dwlV+jC0mbuJlDc6/Xs7SoFt5MKRi2gzxtO3cGQGmuN7hlw48nDisZ4QjixBh+d5lHqvT599uZmZmZmZmZmZmZmZmZmZWQMze4zqT+WKxdGioAOlvNmEPGM1Kq1MpnfhyHqUjm4ghCNb0YitqwnL314EbDj1hSPLUFnpbwjOSdSMMg2lu9Xpf2egUs9JorN+Akqdl8iFI23p8zZRKxzZgVLeKEI4cgAdsiHpd2+hZ+GImZmZmZmZmZmZmZmZmZlZIzMrBlqQR1FwlJBnzEQNMCfJhSNzUULrSgu7PS1qEPWFIy+jLvgrqBWONKeXvIlcOPIoAvoZ0aU/h/4JRy4hkAcJ4UgTOhh7URPO4yjJ7iQXjlyPUtwW+iccMTMzMzMzMzMzMzMzMzMzayRmc4F7B/oq1Nvk8oyXqC8c2YKS0nJUQjqYFjaIgHc4QTmLSkVTqS8cOU2tcOQCuXCkjRCO7EObuIIQjmwnGnTGEsKRpvT3biUXjiwghCOrUPPLLHTovkPJ9RhqkFmY3mEdIRxZlnhtMjMzMzMzMzMzMzMzMzMza3BmG6n+VK5Y/JeiYEH68LKE9B3qNp9FjO36Iv3MPFTmWUOo0hejUsumBKMsIY1AY7t28tOEI2dQyptOz8KRVSjl3UH/hCOjCOHICKoLR8zMzMzMzMzMzMzMzMzMzBqZ2b8f6IpFd/qwAyjltaOU90pa3ChCOFLCa04v9TuUxp4mhCMTE4yy7DObvoUjn6Ju+EfTejaSC0eaEbx91ApHXkHwWgnhyGZ0KP6EUt4n9CwcOYkO3ANI3b6GWuHIBmqFI2ZmZmZmZmZmZmZmZmZmZo3KrI3qT+WKxYdF0S/hyOdpgQupLxwZisZclSmvFdkQX6Z/wpHz6D7YBPoWjtyL4JYp7zB9C0e2oJQ3hlw4sg0dwpXoUL5NlIpaUcr7C0p5ZmZmZmZmZmZmZmZmZmZmjcjsVoCBrliMo3/CkTH0Lhy5iDboDmJs1xly4chqcuHIeXLhyCKUFjeSC0eaqS8c2Y02eSihSn+HXDgynlrhyBRqhSMziftyx1ADzQJCOPIhMbbLzMzMzMzMzMzMzMzMzMysEZl9QPWncsXi46LgZnqWZ6xBJZ9Z1BeOLEJNKquJlNeCgG2gb+HIGJTyNvPThSNTEbDTVBOOXJY+dw8DKxwxMzMzMzMzMzMzMzMzMzP7JTPrBv7jQFcsuoiUtxQlpOcJeUY7KvvsQPAuJxeObEkfthzdT/sAwTuP7qfdRdxPO4U2834i5R1HDTRz6b9w5A1y4cgeNPpraPreDeTCkSUoPX6CDtxZVG66l7if9i25cKSD3oUjZmZmZmZmZmZmZmZmZmZmjcZsCNWfysHiFAoXf0EprzX98rOohHQ9Sjgj0wvuRKWalSgR7UaNMiNQOroZJbMulB4Xo7thRxD00wj4dHSXbFUCMD0BOYk27DNCEnIBHZaDaCNWEIdlL7rbtpKQhLyY1ltuxH7UjNOEkuKtqPu/Ax2Whegg/APduTuBNuFB4rAcTT+zCG2emZmZmZmZmZmZmZmZmZlZozJbQvWn8lWofUXxLwmthRhBtS69/Pz04Z8jYKeIjvOTxNiuKQhuN0poH6OEVpZsnkswfo0gDkfd77tQOelxBHEPKtk0kwtHNiJRyCJibNca1NzyELVju6YTwpEO1PxyB0qcl8iFI8vS521Nn38tasYZmdb3Crlw5C10AMzMzMzMzMzMzMzMzMzMzBqR2a9h4Ju3p6ByyDlCnvH7tLACwXubKCGNQPNxX0PjsdpRCWkP8AIq6SwnUt76tJhF6G7YkQTlLGEg/IZofpmGRCSnUUIsU95idCieIReONBEGwquJ5pedhHCklRjbtREBX0KkvE5CODIZHarVqPllJjpw3xElpMlmZmZmZmZmZmZmZmZmZmYNzOwI1Z/KFYvPi4JriVm5IIhlytuANmgBMbarXOAD6H7ZSaQm/yK9xIL0UmvQ3a/bEMQmdDfsLaL55XKUnnaQq9L3oU1tolY40p3+XpnyutCmPYTukpUp72u0yX8kF45MRClvEFGO+h1Kt8PQpu4mhCNXoEP3ErlwxMzMzMzMzMzMzMzMzMzMrBGZNQP/NNAVi1UI7F0I3gUE/iOU8pamP/Y82qjrCOHIq2lxIwnhSAmvmRjbdQiVaUB3vyYSY7vOontfU9Hdrw5iju8c6gtHLqKUdpBofmlG99D2Et35V6I5vi+jMlUr2vy30YEbjDbzNkI40o3KX2XK60AH7n5qhSNmZmZmZmZmZmZmZmZmZmaNyOwc1Z/KFYsnioKRVBOOnEGp6G5UcupEJZ8H0N2vb8nHdj2SXqqD3oUjy9GdtJfpXTiyEkE/yI8TjsxHm/oUOgQTCOHIWnRYbkYls+EMjKTFzMzMzMzMzMzMzMzMzMzsl8ZsNzBjoCsWs1DJpUx5d6KUd4la4ciQtLC3UKmpFW3gzvRVprwxaLTXCyhBtaCyzPvE3NyF6bPKlHcmrWU6PQtHusiFI4OoFY4MJYQjo8nhbU//f3k/7R2iVLaYEI6spZpwxMzMzMzMzMzMzMzMzMzMrFGZVX0qVywuFQU7UcobmRb9a5Tynk4v2kYIR9aihPQoP144Mo7oWt9ANeHIXgRsWPrejUQjTTe1wpHv0KivGeTCkWko5Z0mF44sQY09nYRwZDm6s7eZXDhyNZiZmZmZmZmZmZmZmZmZmTU0s2sGumJxMi10dlpYByHPWJh+Zj2R8lqIebtvkgtHdtK3cOSW9Lc2AN+TC0c66Vk4MgWlrfPkwpHFKHU+i9LajQS8lwjhyAqU9naTC0fGEqO/LpILR8oDN49cOHLCzMzMzMzMzMzMzMzMzMysgZk9SfWncrD45/Sys9JX+eJH6V04UqSFHyCEI5eTC0dWUCscWU40v6wlF44cTp99hvrCkRnUF44sQenxaeoLR/agFLuSEI68RKTZ3xDCkWZqhSMX0IGcTC4cMTMzMzMzMzMzMzMzMzMza0RmX1H96Vfz9hhCnvEa0XH+GD0LR8qEdh6VYaagVLianoUjdyOI3dQKRwaj8sx+lLjaCeHITjQe63H6Fo5cRCWtiWiTOtEheojY1CfRYZuWvn+OKCHdQe/CkW3E2C4zMzMzMzMzMzMzMzMzM7NGZPYi8PBAX4W6i1ye8UN4a6gVjqxHKW8c2pACJbcDqAN/BUpxL1MrHNlLCEeWkQtHivTyE8iFIw8hWN9QTTjSjUpIh+hZOLICpc9daZ0j0s+NJYQjTehwlCmvK/3t+dQKR8zMzMzMzMzMzMzMzMzMzBqJ2cNUfypXLM4XRSbPKBf4Gv0XjjxMjO1ag0Z1PUCtcGRS+tmL1I7taqL/wpEhad038eOFI3PRppcpbyK1wpGb0cEbDmZmZmZmZmZmZmZmZmZmZg3NbNRAVyygvjzjPvonHClQaWk/2rA2tIGvog29nBCOvEnAa0kv9z4/TjjyEGqYWcuPF468QS4cGUt94chfkSK+28zMzMzMzMzMzMzMzMzMrIGZraH6U7li8b+LgmUI2POEPKM9LfQ1QjhSpry3CeFIGzG2ax0C9gh5yjtBdeHIOLSpzeTCkVZ0X247SnmjEcRrUcp7Lv1OmfIOoYNygVw40oWS5lzysV1fok2ehxptypQ3AW3q4PS7hwjhiJmZmZmZmZmZmZmZmZmZWaMye2KgKxafIHjfp4XdkxZWln2mExK9DmqFI+uJsV1LqRWOtNGzcOQtcuHIzcAHKOV1U1848iAhHCnhTUH3084TKW88YSDciBphypQ3DJXEdqOD1k4uHBlG3E97B6W8Syjl3U4kYzMzMzMzMzMzMzMzMzMzs0ZlVvWpXLH456LgI3qWZ5Qpbye9C0fa0UZ8jFLQ2bToSdQXjnxDbOokBOx78vtpLdQKR9qQcGQbSnlXkzfSbKZn4cgyBPEztKknUbPPdHoXjhwmRoAV9C0cMTMzMzMzMzMzMzMzMzMz+yUzGwIMqlixqBwsThcFzxAjqJajZpMXUDnmGjQSa2R66VfRRq1EHfNvojQ3GKW7cSjtrUN3wuaju26fo8aS00i5fj8xtusfKFXOI+6WfYwSWnlYNqONGIsAD0NJ7HXy5pc3CFlIKzG261miS38i2oiO9HlzUMnoq7Seb9B9vAdRouxACfNOlDgvgpmZmZmZmZmZmZmZmZmZWUMzGzbQV6GGI3i3phdfQ61wZBW5cOTbtLCj6N7ZQpTm1hJju1rTS28iF45chko2uxC8FShF7kH34Uak3/0tSmbr6F04Mg3BW42S2fT0/VP0LBw5hJJfO0qPW1AyvCatcTS5cKQdbf5+tJnNZmZmZmZmZmZmZmZmZmZmDcxsPdWfyhWLdUXBw+lFNxAprwUlpK0J0LVUE44UqDwzDnXYrycXjhxDm3oKJbxZqGP/KXoXjixGJZvNxNiudnoWjuxNa29KP1emvI1UE46UKW8a9YUjC83MzMzMzMzMzMzMzMzMzBqU2WF+hubt/SiBDSGXZ6ylunDkWPqZBagMs55QpbeQC0euJ4Qjr6CUN4oY27WX+sKRp6kvHDmXIE0lF45MRc0vZ+lbONJKrXCkHW3qLkI40oo2/4CZmZmZmZmZmZmZmZmZmVkDM/sN1Z/KFYv/URQcQ0lnEUok6wh5xjKUoF5Ad73G8OOFI2eRRGQKuXDkfnT364cpbxI9C0eaUUp7i1rhyKtpbY+hMlC5qUNQSehGQjhyAZWTJpALR+agsV1fokT3FSEcOZfWeMTMzMzMzMzMzMzMzMzMzKxBmXUDQwe6YrGCkGdsIu5+3YbGdq1FZZ+5qKRznFrhyGly4cj8tNgNhHBkCWqG2UKtcGQH2tDy7te1qIFmK7XCkWfQmKyHUcnrCLlwZDr52K57CeFIFyEcWZTefyPalBvJhSN7yMd2vYFS3jBy4YiZmZmZmZmZmZmZmZmZmVmjMRtC9adyxYKi4CRxP+0PKEENonfhyHUI4lUI4FaUsFaisV0HiK71NnoXjnSiks9MNLbrBPWFI6vRwRhHCEeeJsZ2taIS1Eso5V1FfeFImfIOEcKRlvTuZco7Sa1w5DhKefPJhSNmZmZmZmZmZmZmZmZmZmaNxOweYNFAVyxeJJdnvItS3iWU8sZTXzjyBfWFI2sQ2DtRArtErXCkCaW8P5MLR3akr8upLxxZRq1w5BFy4chplPJmUF84coFIeeMJ4ciz9C0cGY1S33YzMzMzMzMzMzMzMzMzM7MGZ1b1qVyxeKIomI6aVE6mRf8N3dFaiiB2oZLNb1GCGoE2ai+5cGQHknyMIoQjB1CpZzCCfQtqpOlE9+EWUysceTB9fYMS3THUSPMouXBkHDGjeD0qfd1ArXCkTHljqC8ceR+Vxy5STTjyRfq3mZmZmZmZmZmZmZmZmZlZozL71wMtyPtv6SrUDFSyOZte/Ah9C0e2ErNyH0epbCe5cOR6lOK2UCscWU/epX8MlYtOU184ci9Kl+fRwfg4AVuMEtpmaoUjL6Oy1hVUE46ANnsC9YUjXwNPogNiZmZmZmZmZmZmZmZmZmbWiMy+A64c6KtQ/wqVQ3aiMklZshlL78KRblQWmkQIR75D5aOZhHDkGD0LR5anNWxC8H5F78KR3eg+3PD0uzejg7E+vXAJ7zA6SGdRqWgaPQtHOqkVjmygZ+HI1YRwxMzMzMzMzMzMzMzMzMzMrBGZXUH1p1/N28cJecZUlGTOpUUfRmO7HqFn4ci2BOhaBHEU0pJvJxeO7EfNJgW5cGQDSlDzCeHIamK+8CyU8p4kF45cRAfiY+oLR8YiiJehsV076Fs48h46eBfJhSNdKHU+hJLwV2ZmZmZmZmZmZmZmZmZmZg3K7EFg5kBXLPYRjRxXEAbCEShBjUX3vDaTC0c+Ie5wzSOEIx0I2P3p6xQxtmsSSoTfo0T2EeqsX5rW8jwhHPkhvNfIx3aV8JqJsV2HCOHIQgTvaPrss6gkNhUdtA5iju8cInV+hrroH6VWOLKcGNtlZmZmZmZmZmZmZmZmZmbWyMy2Uf2pXLH4z0XBHDS/90vqC0dWoZQ3geg4X0uM7WpBm/YCtcKR19PCL0PJ71fEfOFL6D7YOFRKWk8uHDmGgH2LNnQ2IRz5B9WFI2NR88tIdMBeJReO7EMHoCmt+yaUYJ9BZaQ/ESlvLTpkZmZmZmZmZmZmZmZmZmZmjczs3w50xWIwuvu1h/ryjKFEynsHpbyC2rFdF9Ddr7vJhSMz0P200+ju1zHUQDMfwduAUt4t1ApHriMXjuxC9+Xa6J9w5Gj67DOoBDWNfGzXPeggfo8gf4oaaBYlRpsI4ciyxMTMzMzMzMzMzMzMzMzMzKxRmbVT/alcsfi0KAZUOHIZunO2m76FI28jYAW1wpEzCcLd5GO7ZlFfOLIIHYQOdD/tVlSOGorKSfv56cKRpeSqdDMzMzMzMzMzMzMzMzMzs0ZkNhFgoCsWN6H0Njwt7A1q5RkvpZdpSy/yLko8F9Fm3E6kvLNoM++lVjjyIILbgcDegRIY1ApHmsmFI+2o7LODEI6sIIQjW9JLL0t/4wME/zy6n3YXOkBrUNKchUplJ1BTzZeoVDUXAe8kF44MRmWod4j7aWZmZmZmZmZmZmZmZmZmZo3I7G2qP5WDxftoI1Yg0M8j8Neg+1pXpZd+EaWidrQR+9NLNqGSzTiUqjp+8OJ3o/T1FLkkpExmR9PPPIo2rwulu9+jDR+Emk32o41YiTZiW1rTlel716E0+Rw6TK1E80tXes8/oWR2hJgrPA8djq/S975I/56H0u4aYmzXUtT8sgHdVTMzMzMzMzMzMzMzMzMzM2tUZmup/lS+CvVfi4JFRCPHGtTc8hC6t/U11YQjl9CmHERju5ahhLYVbeq1aFNHontlr5ALR95CB2AQsakfEXfdFqAu/c8RsFNobNcD5MKRKQjiBWK+8HiizPUc2tSx6EANp75wZDfa7GZ0IG5CqXZjelczMzMzMzMzMzMzMzMzM7NGZvZPA30V6hy6E3aIXJ6xFd3PuppcOLKdaDYZSy4cWUIIRzpRGirh/YOY4zszfX1HlJAmoxLSOQS+THnL0H21Tahkcz0xtms7Aa8dpby9qIQ0PP1umfLWJyiL0H26w+mzz6IGnanowK1G9/Cmpe+fJheO/AltsJmZmZmZmZmZmZmZmZmZWaMya6H6U7li8U5RsBEBW0zfwpGv0wLnEGO7jqC7ZQvTi64nF44MQ5u6mxCOXIEAvoRS3mPkwhHQPbky5W1In7eAasKRyUSXfic6GLeld2xCm/oW0fxyOUp5O8lT3l56Fo6YmZmZmZmZmZmZmZmZmZk1IrPfwsA3b09E98EuopLIQWqFI3uJTvMrCeHI8PQCNyAJyGbUELI4vfAnqHRzgVw4UsK7H6W8U+TCkQWEhvwjQjhSEMKR6+hdOLKPEI4sJReOQAhHjqBNOksIR07Qs3DkU0I4YmZmZmZmZmZmZmZmZmZm1ojM/kr1p3LF4nBRMJaQZ5wnH9u1lp6FI/ciuOdQ8jvCwApHNqY1tpKnvDMI4hRibNcJlPJmE8KRz9GmLqS+cGRoeuf9RMobSf+FI2ZmZmZmZmZmZmZmZmZmZo3ErAD+w0BXLDrI5RlFevn36Fs4spsQjrRSXzhyGzG26zy64zWFasKRBeTCkd+jO29D0GbuR6WmNrSBO8mFI2PQaK+tKHW2kAtHLqINuoNIeWdQCWo69YUj56kVjpiZmZmZmZmZmZmZmZmZmTUSs2qRQk/lisUTRcEIlLRuTAtch+6ntaCyUnk/7TuU5maQC0emobtfp8mFI0vQZnSmv3szIRzZjDb1OkI4sgulvJFpPb+mZ+HIWlTKeRSVo8qU9w19C0dWo5Q3juj034DKUWXKG0WtcGQMSnmb0cEzMzMzMzMzMzMzMzMzMzNrRGZ/Bu4e6IrFPJS6OlHKuw2lssGoAeZd+haO7CaEI+0o5b2LUuJFtBm3pxdfR61wpAMJR2agmcCnqS4ceZ4QjrRRTTiyHDXhfEgIRx5BibJMeaepFY4cRzOK/2hmZmZmZmZmZmZmZmZmZtbgzKo+lYPFffQsz7hAdMPfSC4c2Yvuaa1EG/Iq2ogymd2AyjrPIFgtxNiuDpQeFxJju55KL/tgevnyxY+mF19ELhwZh6AX6LAcQPfYVhLCkZ3UF46MIIQjB9PfLNAdtQlobNcqVEKaR61wZIaZmZmZmZmZmZmZmZmZmVkDM/uc6k/lq1BfFwWjUAlnG/0XjpQLfBKBm5a+f47asV1QXziyjRjb9Rj9E458iEo+51Hpagq6z7aK+sKRLwjNeTcxtms82oTBqKS1n1rhyC40tutxdPDMzMzMzMzMzMzMzMzMzMwakdllwL8b6KtQ/wc1ckwj5BldRMpbTK1wpA11329FKe9qoht+V1rwZYRw5ACasdtMLhzpSiDmUzu2ayaC9x0xtmsytcKRcWhDCpTcDhDCkRHkBsJ2VELagxplhpELRzakv/MItcKROYnRN2mNZmZmZmZmZmZmZmZmZmZmjcrsJNWffjVvjybkGfvSAocQY7veo//CkakoQZ0lUt7E9IKD+L8vHLkflaROkgtHFqT3WkM+tquJ+sKRV9BdtyvMzMzMzMzMzMzMzMzMzMwalNkOYPZAVyymkssz7iXKPmsR7D/Qs3CkCQlH9pELR94gF46MRd3wm6kvHOlGm1amvA4E7z6U8k7Rt3BkCUpnW6gVjuygd+FICzIQvo+SLNQXjjxoZmZmZmZmZmZmZmZmZmbW4MxmU/2pXLHoLopMnrHyBwt8nmrCkS4E6Y/kY7u+RJs8L73AU+TCkcHpdw8RY7tGpM/dTQhHRiOA2xDQMuW9TQhH2oixXevS5z2CmmSOEWO7HkAgvyUf2/UIOggdxNiupWiDniGEI8vR2C4zMzMzMzMzMzMzMzMzM7NGZjZ6oCsW5+m/cGRQevl3iZQ3FJV3dlMrHNlOCEduIIQjl1DKG08IR75HKW8KsZnfpvXNJMZ2HSOEI5eoHds1BKW8t1DKayWEIzuJlDcm/cwL5MKRD1BTTjdKeXfy0yQtZmZmZmZmZmZmZmZmZmZmvxRmq6j+VK5Y/M+i+Bd5xouovFKWf8agRpbN6L7YCgT9UHrpbnLhSCe67zUfQSshHqdWOHIYpbyy1NNJCEeWo5S3mRCOtKd17aS+cORpdDh+mPLW0rNw5MH09Q2xqZPQITtPpLxb0zs2U184YmZmZmZmZmZmZmZmZmZm1ojMnhjoisXhBOBUWtT95PKMKYREbw1KeeNRKhuCGmDeQZvTiuC9CLxOrXDkRUI4cgMx+qubXDhSwptHCEdWp3XNQGWfMuX9nXz01zoi5bUQM4rfJDrrR6LD9iq1Ke95lPKWoyacDxD871Fp6S4iGZuZmZmZmZmZmZmZmZmZmTUis0lUfyoHi9tRuFiNSkhzyeUZx9O/5xHNJp8RyewCSlaHCOFIMyrZ7CUXjuxAG1G++G/IhSNLyYUjF8iFI6vQRsyiZ+HIObSJf0EprxWlx43E2K6VqIT0IiEcWYFS5B5qhSOH0t8s0OGbYGZmZmZmZmZmZmZmZmZm1sDMllD9qXwV6lxRsJkYQdWOut5fSQu8glrhSFP6uZvINeePEmO7OlFCe4jY1KdQmWYaPQtHCpSmDpILR7amz7+WEI68RnTpP0bPwpGPUJnrPCEc+TvawFOo+WUm6th/CqXJu9HB6yYXjpSp1szMzMzMzMzMzMzMzMzMrJGZXTbQV6GaUDlkYoLRQcCbRn3hyBlqhSPdqIRUprxWaoUj7eTCkRHo/tgNhHBkCJq5W6a8LnoWjjxAGAjXILCTCeHIeiLltZALR36FEt0IwkA4ihjbtZe+hSNmZmZmZmZmZmZmZmZmZmaNyKyL6k/lisWqomAxSlAbqS8ceRXBewyVgcoFDkElmBsJ4cgFVFqZQK1w5D60matQ2puKylTniLFdE4ku/XUo5d2cQAxDm/oGMbbrSuoLRw6g1Ar1hSMPowT3d7SB36INnUWe8ibTs3DEzMzMzMzMzMzMzMzMzMysEZl9zM/QvH0I3Se7lBZ2B7XCkenkY7vuRVC/R5A/RV30i9LfeZZcONKMIO0hH9v1BkpWw8iFI5vSCyxGwpG/kgtH7qZv4chd9CwcGYRKS/vRhrWhDXyVnoUjTcTYrvfNzMzMzMzMzMzMzMzMzMwamNktVH8qVyz+V1HwN+rLM8YSY7teplY48iZKUM2EcKQsR10gF46sRcD+SKS81aiRZioqC50lxnb9AaXOQfQuHLkOQbyKXDiykhjb9Wx61zZ+fuGImZmZmZmZmZmZmZmZmZnZL51ZAQwZ6IpFGz3LM44mAGcI4ci3RMq7G0E9TwhHxqOGl0HkwpGy7LMdwRtNjO3aQy4cGZt+bxO9C0fuQSmvLPtMT+s8TdxPu4OehSNNqNP/zwyccMTMzMzMzMzMzMzMzMzMzOyXzqxapNBTuWJBUXCGPOUtTwvcQAhH2lDK20Y14cj7aGMuMjDCEdCBeB/4LTFfeFP6/OsQsKvoWzjSjjbi47Sec2ijJ9G7cOTv6H7ao+ggmJmZmZmZmZmZmZmZmZmZNSKzO4FlVeNC1WCxqSiYixJaFzGCagkqkWxGGzE2vVCZ0F5HY7seQ93xbxCykFZibFdZsllEjO3qQBs/B5WMvgaeTC87A5VszqKy0pH04gvRhj5DjO1ajppttqJ7Y9ek9YwiZCEjUAnpV6jMtQWl2qXowH1IGBfno4N5DB2C0ygt3ocOzlNo9vA9hGDFzMzMzMzMzMzMzMzMzMys0Zh9zs/QvL0b3e0aTi7PWEc0m0ygVjgyDXXBl3fKpqfvn0KJ6TMimXXTu3DkagRqNEpmL6Hu/Xa0+fvRZjaTC0fWEGWuSehQrSYXjnxLLhx5BG3wWnQvrUyzoKR4AG3YSkI4sgsduBWEcMTMzMzMzMzMzMzMzMzMzKxRmV1P9adyxeK/FwVfoVQzHyWozrTA21CzyRBCODIWwRmB0tMOcuHIXqLjvB2lvPcQxIvUF47MRqnuK0I4MhWlv3MI4mF6Fo60oFS5DQWlaxHEK1Dzy3Zy4ch+NPu3QPfkxlFfOHIsffZJpIWflf77SWJsl5mZmZmZmZmZmZmZmZmZWaMxO8vPIMh7jHwE1VBqx3YVKBVNQClpTYIzG8H6BpWCviLglQnqM3QXbTE9C0e2oc27Cm1cCe9ltNnL0eYfQAmsiVw4shZt8DxCONKBkt395MKRYygJLkClq/XkwhFQ2j2ANqw8cK+glDeS2rFdZmZmZmZmZmZmZmZmZmZmjcRsONWffjVvnyDup91F3P3q4McLR/all2kixnYdRPfJLqS/V6a8tQjSHKoJRyYQXfrrCOFICwL2ArXCkddRCWgEkfLeJrr0W8mFI2fRDOQy5f1wU2cTwhEzMzMzMzMzMzMzMzMzM7NGYzYDmDvQFYtdCGQbSnl/RilvCHnKe4aehSOz0P20E8TYrnsQ1O+JsV23I3ikl3+PGNs1lOrCkXdQGatIf+82YmzXeUI4cpwQjsxAKe80kfLuJEplG8iFI4PRfbn9xFzhEahMZmZmZmZmZmZmZmZmZmZm1ujMqj6VKxb/qSiYiVLeCaoLR54mxna1oq71l1DKuwqlqrIc9Vz6nZUI+iFCONJCjO3qQilvLoJWQjyONnkearRZhQ7BHwjhSCc6LDfTu3BkFypTXU4uHHkGbWobuXDkDNroyWg0Vycqk5mZmZmZmZmZmZmZmZmZmTUys38z0BWLYSix7EgLW0EuzxhErXDkAiEcKVPeaWKM1Q9T3hQkHLmQfu5TQjgyGN1Pe5dQpQ9Dm7mbSHmj07+3oxTYRi4cuYg2Yzx9C0dmoDm+Z8iFIw8nHusJ4cgSdHieR6n3+vTZl5uZmZmZmZmZmZmZmZmZmTUws8eo/lSuWBwtCjpQyptNyDNWo9LKZHoXjqxH6egGQjiyFY3Yupqw/O1FwIZTXziyDJWV/obgnETNKNNQulud/ncGKvWcJDrrJ6DUeYlcONKWPm8TtcKRHSjljSKEIwfQIRuSfvcWehaOmJmZmZmZmZmZmZmZmZmZNTKzYqAFeRQFRwl5xkzUAHOSXDgyFyW0rrSw29OiBlFfOPIy6oK/glrhSHN6yZvIhSOPIqCfEV36c+ifcOQSAnmQEI40oYOxFzXhPI6S7E5y4cj1KMVtoX/CETMzMzMzMzMzMzMzMzMzs0ZiNhe4d6CvQr1NLs94ifrCkS0oKS1HJaSDaWGDCHiHE5SzqFQ0lfrCkdPUCkcukAtH2gjhyD60iSsI4ch2okFnLCEcaUp/71Zy4cgCQjiyCjW/zEKH7juUXI+hBpmF6R3WEcKRZYnXJjMzMzMzMzMzMzMzMzMzswZntpHqT+WKxX8pChakDy9LSN+hbvNZxNiuL9LPzENlnjWEKn0xKrVsSjDKEtIINLZrJz9NOHIGpbzp9CwcWYVS3h30TzgyihCOjKC6cMTMzMzMzMzMzMzMzMzMzKyRmf37ga5YdKcPO4BSXjtKea+kxY0ihCMlvOb0Ur9DaexpQjgyMcEoyz6z6Vs48inqhn80rWcjuXCkGcHbR61w5BUEr5UQjmxGh+JPKOV9Qs/CkZPowD2A1O1rqBWObKBWOGJmZmZmZmZmZmZmZmZmZtaozNqo/lSuWHxYFP0SjnyeFriQ+sKRoWjMVZnyWpEN8WX6Jxw5j+6DTaBv4ci9CG6Z8g7Tt3BkC0p5Y8iFI9vQIVyJDuXbRKmoFaW8v6CUZ2ZmZmZmZmZmZmZmZmZm1ojMbgUY6IrFOPonHBlD78KRi2iD7iDGdp0hF46sJheOnCcXjixCaXEjuXCkmfrCkd1ok4cSqvR3yIUj46kVjkyhVjgyk7gvdww10CwghCMfEmO7zMzMzMzMzMzMzMzMzMzMGpHZB1R/KlcsPi4KbqZnecYaVPKZRX3hyCLUpLKaSHktCNgG+haOjEEpbzM/XTgyFQE7TTXhyGXpc/cwsMIRMzMzMzMzMzMzMzMzMzOzXzKzbuA/DnTFootIeUtRQnqekGe0o7LPDgTvcnLhyJb0YcvR/bQPELzz6H7aXcT9tFNoM+8nUt5x1EAzl/4LR94gF47sQaO/hqbv3UAuHFmC0uMn6MCdReWme4n7ad+SC0c66F04YmZmZmZmZmZmZmZmZmZm1mjMhlD9qRwsTqFw8ReU8lrTLz+LSkjXo4QzMr3gTlSqWYkS0W7UKDMCpaObUTLrQulxMbobdgRBP42AT0d3yVYlANMTkJNowz4jJCEX0GE5iDZiBXFY9qK7bSsJSciLab3lRuxHzThNKCneirr/O9BhWYgOwj/QnbsTaBMeJA7L0fQzi9DmmZmZmZmZmZmZmZmZmZmZNSqzJVR/Kl+F2lcU/5LQWogRVOvSy89PH/45AnaK6Dg/SYztmoLgdqOE9jFKaGXJ5rkE49cI4nDU/b4LlZMeRxD3oJJNM7lwZCMShSwixnatQc0tD1E7tms6IRzpQM0vd6DEeYlcOLIsfd7W9PnXomackWl9r5ALR95CB8DMzMzMzMzMzMzMzMzMzKwRmf0aBr55ewoqh5wj5Bm/TwsrELy3iRLSCDQf9zU0HqsdlZD2AC+gks5yIuWtT4tZhO6GHUlQzhIGwm+I5pdpSERyGiXEMuUtRofiGXLhSBNhILyaaH7ZSQhHWomxXRsR8CVEyuskhCOT0aFajZpfZqID9x1RQppsZmZmZmZmZmZmZmZmZmbWwMyOUP2pXLH4vCi4lpiVC4JYprwNaIMWEGO7ygU+gO6XnURq8i/SSyxIL7UG3f26DUFsQnfD3iKaXy5H6WkHuSp9H9rUJmqFI93p75Uprwtt2kPoLlmZ8r5Gm/xHcuHIRJTyBhHlqN+hdDsMbepuQjhyBTp0L5ELR8zMzMzMzMzMzMzMzMzMzBqRWTPwTwNdsViFwN6F4F1A4D9CKW9p+mPPo426jhCOvJoWN5IQjpTwmomxXYdQmQZ092siMbbrLLr3NRXd/eog5vjOob5w5CJKaQeJ5pdmdA9tL9GdfyWa4/syKlO1os1/Gx24wWgzbyOEI92o/FWmvA504O6nVjhiZmZmZmZmZmZmZmZmZmbWiMzOUf2pXLF4oigYSTXhyBmUiu5GJadOVPJ5AN39+pZ8bNcj6aU66F04shzdSXuZ3oUjKxH0g/w44ch8tKlPoUMwgRCOrEWH5WZUMhvOwEhazMzMzMzMzMzMzMzMzMzMfmnMdgMzBrpiMQuVXMqUdydKeZeoFY4MSQt7C5WaWtEG7kxfZcobg0Z7vYASVAsqy7xPzM1dmD6rTHln0lqm07NwpItcODKIWuHIUEI4Mpoc3vb0/5f3094hSmWLCeHIWqoJR8zMzMzMzMzMzMzMzMzMzBqVWdWncsXiUlGwE6W8kWnRv0Yp7+n0om2EcGQtSkiP8uOFI+OIrvUNVBOO7EXAhqXv3Ug00nRTKxz5Do36mkEuHJmGUt5pcuHIEtTY00kIR5ajO3ubyYUjV4OZmZmZmZmZmZmZmZmZmVlDM7tmoCsWJ9NCZ6eFdRDyjIXpZ9YTKa+FmLf7JrlwZCd9C0duSX9rA/A9uXCkk56FI1NQ2jpPLhxZjFLnsyit3UjAe4kQjqxAaW83uXBkLDH66yK5cKQ8cPPIhSMnzMzMzMzMzMzMzMzMzMzMGpjZk1R/KgeLf04vOyt9lS9+lN6FI0Va+AFCOHI5uXBkBbXCkeVE88tacuHI4fTZZ6gvHJlBfeHIEpQen6a+cGQPSrErCeHIS0Sa/Q0hHGmmVjhyAR3IyeTCETMzMzMzMzMzMzMzMzMzs0Zk9hXVn341b48h5BmvER3nj9GzcKRMaOdRGWYKSoWr6Vk4cjeC2E2tcGQwKs/sR4mrnRCO7ETjsR6nb+HIRVTSmog2qRMdooeITX0SHbZp6fvniBLSHfQuHNlGjO0yMzMzMzMzMzMzMzMzMzNrRGYvAg8P9FWou8jlGT+Et4Za4ch6lPLGoQ0pUHI7gDrwV6AU9zK1wpG9hHBkGblwpEgvP4FcOPIQgvUN1YQj3aiEdIiehSMrUPrcldY5Iv3cWEI40oQOR5nyutLfnk+tcMTMzMzMzMzMzMzMzMzMzKyRmD1M9adyxeJ8UWTyjHKBr9F/4cjDxNiuNWhU1wPUCkcmpZ+9SO3Yrib6LxwZktZ9Ez9eODIXbXqZ8iZSKxy5GR284WBmZmZmZmZmZmZmZmZmZtbQzEYNdMUC6ssz7qN/wpEClZb2ow1rQxv4KtrQywnhyJsEvJb0cu/z44QjD6GGmbX8eOHIG+TCkbHUF478FSniu83MzMzMzMzMzMzMzMzMzBqY2RqqP5UrFv+7KFiGgD1PyDPa00JfI4QjZcp7mxCOtBFju9YhYI+Qp7wTVBeOjEOb2kwuHGlF9+W2o5Q3GkG8FqW859LvlCnvEDooF8iFI10oac4lH9v1JdrkeajRpkx5E9CmDk6/e4gQjpiZmZmZmZmZmZmZmZmZmTUqsycGumLxCYL3fVrYPWlhZdlnOiHR66BWOLKeGNu1lFrhSBs9C0feIheO3Ax8gFJeN/WFIw8SwpES3hR0P+08kfLGEwbCjagRpkx5w1BJbDc6aO3kwpFhxP20d1DKu4RS3u1EMjYzMzMzMzMzMzMzMzMzM2tUZlWfyhWLfy4KPqJneUaZ8nbSu3CkHW3ExygFnU2LnkR94cg3xKZOQsC+J7+f1kKtcKQNCUe2oZR3NXkjzWZ6Fo4sQxA/Q5t6EjX7TKd34chhYgRYQd/CETMzMzMzMzMzMzMzMzMzs18ysyHAoIoVi8rB4nRR8Awxgmo5ajZ5AZVjrkEjsUaml34VbdRK1DH/Jkpzg1G6G4fS3jp0J2w+uuv2OWosOY2U6/cTY7v+gVLlPOJu2ccooZWHZTPaiLEI8DCUxF4nb355g5CFtBJju54luvQnoo3oSJ83B5WMvkrr+Qbdx3sQJcoOlDDvRInzIpiZmZmZmZmZmZmZmZmZmTU0s2EDfRVqOIJ3a3rxNdQKR1aRC0e+TQs7iu6dLURpbi0xtqs1vfQmcuHIZahkswvBW4FS5B50H25E+t3fomS2jt6FI9MQvNUomU1P3z9Fz8KRQyj5taP0uAUlw2vSGkeTC0fa0ebvR5vZbGZmZmZmZmZmZmZmZmZm1sDM1lP9qVyxWFcUPJxedAOR8lpQQtqaAF1LNeFIgcoz41CH/Xpy4cgxtKmnUMKbhTr2n6J34chiVLLZTIztaqdn4cjetPam9HNlyttINeFImfKmUV84stDMzMzMzMzMzMzMzMzMzKxBmR3mZ2je3o8S2BByecZaqgtHjqWfWYDKMOsJVXoLuXDkekI48gpKeaOIsV17qS8ceZr6wpFzCdJUcuHIVNT8cpa+hSOt1ApH2tGm7iKEI61o8w+YmZmZmZmZmZmZmZmZmZk1MLPfUP2pXLH4H0XBMZR0FqFEso6QZyxDCeoFdNdrDD9eOHIWSUSmkAtH7kd3v36Y8ibRs3CkGaW0t6gVjrya1vYYKgOVmzoElYRuJIQjF1A5aQK5cGQOGtv1JUp0XxHCkXNpjUfMzMzMzMzMzMzMzMzMzMwalFk3MHSgKxYrCHnGJuLu121obNdaVPaZi0o6x6kVjpwmF47MT4vdQAhHlqBmmC3UCkd2oA0t735dixpotlIrHHkGjcl6GJW8jpALR6aTj+26lxCOdBHCkUXp/TeiTbmRXDiyh3xs1xso5Q0jF46YmZmZmZmZmZmZmZmZmZk1GrMhVH8qVywoCk4S99P+gBLUIHoXjlyHIF6FAG5FCWslGtt1gOhab6N34UgnKvnMRGO7TlBfOLIaHYxxhHDkaWJsVysqQb2EUt5V1BeOlCnvECEcaUnvXqa8k9QKR46jlDefXDhiZmZmZmZmZmZmZmZmZmbWSMzuARYNdMXiRXJ5xrso5V1CKW889YUjX1BfOLIGgb0TJbBL1ApHmlDK+zO5cGRH+rqc+sKRZdQKRx4hF46cRilvBvWFIxeIlDeeEI48S9/CkdEo9W03MzMzMzMzMzMzMzMzMzNrcGZVn8oViyeKgumoSeVkWvTf0B2tpQhiFyrZ/BYlqBFoo/aSC0d2IMnHKEI4cgCVegYj2LegRppOdB9uMbXCkQfT1zco0R1DjTSPkgtHxhEzitej0tcN1ApHypQ3hvrCkfdReewi1YQjX6R/m5mZmZmZmZmZmZmZmZmZNSqzfz3Qgrz/lq5CzUAlm7PpxY/Qt3BkKzEr93GUynaSC0euRyluC7XCkfXkXfrHULnoNPWFI/eidHkeHYyPE7DFKKFtplY48jIqa11BNeEIaLMnUF848jXwJDogZmZmZmZmZmZmZmZmZmZmjcjsO+DKgb4K9a9QOWQnKpOUJZux9C4c6UZloUmEcOQ7VD6aSQhHjtGzcGR5WsMmBO9X9C4c2Y3uww1Pv3szOhjr0wuX8A6jg3QWlYqm0bNwpJNa4cgGehaOXE0IR8zMzMzMzMzMzMzMzMzMzBqR2RVUf/rVvH2ckGdMRUnmXFr0YTS26xF6Fo5sS4CuRRBHIS35dnLhyH7UbFKQC0c2oAQ1nxCOrCbmC89CKe9JcuHIRXQgPqa+cGQsgngZGtu1g76FI++hg3eRXDjShVLnQygJf2VmZmZmZmZmZmZmZmZmZtagzB4EZg50xWIf0chxBWEgHIES1Fh0z2szuXDkE+IO1zxCONKBgN2fvk4RY7smoUT4PUpkH6HO+qVpLc8TwpEfwnuNfGxXCa+ZGNt1iBCOLETwjqbPPotKYlPRQesg5vjOIVLnZ6iL/lFqhSPLibFdZmZmZmZmZmZmZmZmZmZmjcxsG9WfyhWL/1wUzEHze7+kvnBkFUp5E4iO87XE2K4WtGkvUCsceT0t/DKU/H5FzBe+hO6DjUOlpPXkwpFjCNi3aENnE8KRf1BdODIWNb+MRAfsVXLhyD50AJrSum9CCfYZVEb6E5Hy1qJDZmZmZmZmZmZmZmZmZmZm1sjM/u1AVywGo7tfe6gvzxhKpLx3UMorqB3bdQHd/bqbXDgyA91PO43ufh1DDTTzEbwNKOXdQq1w5Dpy4cgudF+ujf4JR46mzz6DSlDTyMd23YMO4vcI8qeogWZRYrSJEI4sS0zMzMzMzMzMzMzMzMzMzMwalVk71Z/KFYtPi2JAhSOXoTtnu+lbOPI2AlZQKxw5kyDcTT62axb1hSOL0EHoQPfTbkXlqKGonLSfny4cWUquSjczMzMzMzMzMzMzMzMzM2tEZhMBBrpicRNKb8PTwt6gVp7xUnqZtvQi76LEcxFtxu1EyjuLNvNeaoUjDyK4HQjsHSiBQa1wpJlcONKOyj47COHICkI4siW99LL0Nz5A8M+j+2l3oQO0BiXNWahUdgI11XyJSlVzEfBOcuHIYFSGeoe4n2ZmZmZmZmZmZmZmZmZmZtaIzN6m+lM5WLyPNmIFAv08An8Nuq91VXrpF1EqakcbsT+9ZBMq2YxDqarjBy9+N0pfT5FLQspkdjT9zKNo87pQuvs92vBBqNlkP9qIlWgjtqU1XZm+dx1Kk8+hw9RKNL90pff8E0pmR4i5wvPQ4fgqfe+L9O95KO2uIcZ2LUXNLxvQXTUzMzMzMzMzMzMzMzMzM7NGZbaW6k/lq1D/tShYRDRyrEHNLQ+he1tfU004cgltykE0tmsZSmhb0aZeizZ1JLpX9gq5cOQtdAAGEZv6EXHXbQHq0v8cATuFxnY9QC4cmYIgXiDmC48nylzPoU0diw7UcOoLR3ajzW5GB+ImlGo3pnc1MzMzMzMzMzMzMzMzMzNrZGb/NNBXoc6hO2GHyOUZW9H9rKvJhSPbiWaTseTCkSWEcKQTpaES3j+IOb4z09d3RAlpMiohnUPgy5S3DN1X24RKNtcTY7u2E/DaUcrbi0pIw9PvlilvfYKyCN2nO5w++yxq0JmKDtxqdA9vWvr+aXLhyJ/QBpuZmZmZmZmZmZmZmZmZmTUqsxaqP5UrFu8UBRsRsMX0LRz5Oi1wDjG26wi6W7Ywveh6cuHIMLSpuwnhyBUI4Eso5T1GLhwB3ZMrU96G9HkLqCYcmUx06Xeig3FbescmtKlvEc0vl6OUt5M85e2lZ+GImZmZmZmZmZmZmZmZmZlZIzL7LQx88/ZEdB/sIiqJHKRWOLKX6DS/khCODE8vcAOSgGxGDSGL0wt/gko3F8iFIyW8+1HKO0UuHFlAaMg/IoQjBSEcuY7ehSP7COHIUnLhCIRw5AjapLOEcOQEPQtHPiWEI2ZmZmZmZmZmZmZmZmZmZo3I7K9UfypXLA4XBWMJecZ58rFda+lZOHIvgnsOJb8jDKxwZGNaYyt5yjuDIE4hxnadQClvNiEc+Rxt6kLqC0eGpnfeT6S8kfRfOGJmZmZmZmZmZmZmZmZmZtZIzArgPwx0xaKDXJ5RpJd/j76FI7sJ4Ugr9YUjtxFju86jO15TqCYcWUAuHPk9uvM2BG3mflRqakMbuJNcODIGjfbailJnC7lw5CLaoDuIlHcGlaCmU184cp5a4YiZmZmZmZmZmZmZmZmZmVkjMasWKfRUrlg8URSMQEnrxrTAdeh+WgsqK5X3075DaW4GuXBkGrr7dZpcOLIEbUZn+rs3E8KRzWhTryOEI7tQyhuZ1vNrehaOrEWlnEdROapMed/Qt3BkNUp544hO/w2oHFWmvFHUCkfGoJS3GR08MzMzMzMzMzMzMzMzMzOzRmT2Z+Duga5YzEOpqxOlvNtQKhuMGmDepW/hyG5CONKOUt67KCVeRJtxe3rxddQKRzqQcGQGmgl8murCkecJ4Ugb1YQjy1ETzoeEcOQRlCjLlHeaWuHIcTSj+I9mZmZmZmZmZmZmZmZmZmYNzqzqUzlY3EfP8owLRDf8jeTCkb3ontZKtCGvoo0ok9kNqKzzDILVQozt6kDpcSExtuup9LIPppcvX/xoevFF5MKRcQh6gQ7LAXSPbSUhHNlJfeHICEI4cjD9zQLdUZuAxnatQiWkedQKR2aYmZmZmZmZmZmZmZmZmZk1MLPPqf5Uvgr1dVEwCpVwttF/4Ui5wCcRuGnp++eoHdsF9YUj24ixXY/RP+HIh6jkcx6Vrqag+2yrqC8c+YLQnHcTY7vGo00YjEpa+6kVjuxCY7seRwfPzMzMzMzMzMzMzMzMzMysEZldBvy7gb4K9X9QI8c0Qp7RRaS8xdQKR9pQ9/1WlPKuJrrhd6UFX0YIRw6gGbvN5MKRrgRiPrVju2YieN8RY7smUyscGYc2pEDJ7QAhHBlBbiBsRyWkPahRZhi5cGRD+juPUCscmZMYfZPWaGZmZmZmZmZmZmZmZmZm1qjMTlL96Vfz9mhCnrEvLXAIMbbrPfovHJmKEtRZIuVNTC84iP/7wpH7UUnqJLlwZEF6rzXkY7uaqC8ceQXddbvCzMzMzMzMzMzMzMzMzMysQZntAGYPdMViKrk8416i7LMWwf4DPQtHmpBwZB+5cOQNcuHIWNQNv5n6wpFutGllyutA8O5DKe8UfQtHlqB0toVa4cgOeheOtCAD4fsoyUJ94ciDZmZmZmZmZmZmZmZmZmZmDc5sNtWfyhWL7qLI5Bkrf7DA56kmHOlCkP5IPrbrS7TJ89ILPEUuHBmcfvcQMbZrRPrc3YRwZDQCuA0BLVPe24RwpI0Y27Uufd4jqEnmGDG26wEE8lvysV2PoIPQQYztWoo26BlCOLIcje0yMzMzMzMzMzMzMzMzMzNrZGajB7picZ7+C0cGpZd/l0h5Q1F5Zze1wpHthHDkBkI4cgmlvPGEcOR7lPKmEJv5bVrfTGJs1zFCOHKJ2rFdQ1DKewulvFZCOLKTSHlj0s+8QC4c+QA15XSjlHcnP03SYmZmZmZmZmZmZmZmZmZm9kthtorqT+WKxf8sin+RZ7yIyitl+WcMamTZjO6LrUDQD6WX7iYXjnSi+17zEbQS4nFqhSOHUcorSz2dhHBkOUp5mwnhSHta107qC0eeRofjhylvLT0LRx5MX98QmzoJHbLzRMq7Nb1jM/WFI2ZmZmZmZmZmZmZmZmZmZo3I7ImBrlgcTgBOpUXdTy7PmEJI9NaglDcepbIhqAHmHbQ5rQjei8Dr1ApHXiSEIzcQo7+6yYUjJbx5hHBkdVrXDFT2KVPe38lHf60jUl4LMaP4TaKzfiQ6bK9Sm/KeRylvOWrC+QDB/x6Vlu4ikrGZmZmZmZmZmZmZmZmZmVkjMptE9adysLgdhYvVqIQ0l1yecTz9ex7RbPIZkcwuoGR1iBCONKOSzV5y4cgOtBHli/+GXDiylFw4coFcOLIKbcQsehaOnEOb+BeU8lpRetxIjO1aiUpILxLCkRUoRe6hVjhyKP3NAh2+CWZmZmZmZmZmZmZmZmZmZg3MbAnVn8pXoc4VBZuJEVTtqOv9lbTAK6gVjjSln7uJXHP+KDG2qxMltIeITX0KlWmm0bNwpEBp6iC5cGRr+vxrCeHIa0SX/mP0LBz5CJW5zhPCkb+jDTyFml9moo79p1CavBsdvG5y4UiZas3MzMzMzMzMzMzMzMzMzBqZ2WUDfRWqCZVDJiYYHQS8adQXjpyhVjjSjUpIZcprpVY40k4uHBmB7o/dQAhHhqCZu2XK66Jn4cgDhIFwDQI7mRCOrCdSXgu5cORXKNGNIAyEo4ixXXvpWzhiZmZmZmZmZmZmZmZmZmbWiMy6qP5UrlisKgoWowS1kfrCkVcRvMdQGahc4BBUgrmREI5cQKWVCdQKR+5Dm7kKpb2pqEx1jhjbNZHo0l+HUt7NCcQwtKlvEGO7rqS+cOQASq1QXzjyMEpwf0cb+C3a0FnkKW8yPQtHzMzMzMzMzMzMzMzMzMzMGpHZx/wMzduH0H2yS2lhd1ArHJlOPrbrXgT1ewT5U9RFvyj9nWfJhSPNCNIe8rFdb6BkNYxcOLIpvcBiJBz5K7lw5G76Fo7cRc/CkUGotLQfbVgb2sBX6Vk40kSM7XrfzMzMzMzMzMzMzMzMzMysgZndQvWncsXifxUFf6O+PGMsMbbrZWqFI2+iBNVMCEfKctQFcuHIWgTsj0TKW40aaaaistBZYmzXH1DqHETvwpHrEMSryIUjK4mxXc+md23j5xeOmJmZmZmZmZmZmZmZmZmZ/dKZFcCQga5YtNGzPONoAnCGEI58S6S8uxHU84RwZDxqeBlELhwpyz7bEbzRxNiuPeTCkbHp9zbRu3DkHpTyyrLP9LTO08T9tDvoWTjShDr9/8zACUfMzMzMzMzMzMzMzMzMzMx+6cyqRQo9lSsWFAVnyFPe8rTADYRwpA2lvG1UE468jzbmIgMjHAEdiPeB3xLzhTelz78OAbuKvoUj7WgjPk7rOYc2ehK9C0f+ju6nPYoOgpmZmZmZmZmZmZmZmZmZWSMyuxNYVjUuVA0Wm4qCuSihdREjqJagEslmtBFj0wuVCe11NLbrMdQd/wYhC2klxnaVJZtFxNiuDrTxc1DJ6GvgyfSyM1DJ5iwqKx1JL74QbegzxNiu5ajZZiu6N3ZNWs8oQhYyApWQfoXKXFtQql2KDtyHhHFxPjqYx9AhOI3S4n3o4DyFZg/fQwhWzMzMzMzMzMzMzMzMzMzMGo3Z5/wMzdu70d2u4eTyjHVEs8kEaoUj01AXfHmnbHr6/imUmD4jklk3vQtHrkagRqNk9hLq3m9Hm78fbWYzuXBkDVHmmoQO1Wpy4ci35MKRR9AGr0X30so0C0qKB9CGrSSEI7vQgVtBCEfMzMzMzMzMzMzMzMzMzMwaldn1VH8qVyz+e1HwFUo181GC6kwLvA01mwwhhCNjEZwRKD3tIBeO7CU6zttRynsPQbxIfeHIbJTqviKEI1NR+juHIB6mZ+FIC0qV21BQuhZBvAI1v2wnF47sR7N/C3RPbhz1hSPH0mefRFr4Wem/nyTGdpmZmZmZmZmZmZmZmZmZmTUas7P8DIK8x8hHUA2ldmxXgVLRBJSS1iQ4sxGsb1Ap6CsCXpmgPkN30RbTs3BkG9q8q9DGlfBeRpu9HG3+AZTAmsiFI2vRBs8jhCMdKNndTy4cOYaS4AJUulpPLhwBpd0DaMPKA/cKSnkjqR3bZWZmZmZmZmZmZmZmZmZm1kjMhlP96Vfz9gniftpdxN2vDn68cGRfepkmYmzXQXSf7EL6e2XKW4sgzaGacGQC0aW/jhCOtCBgL1ArHHkdlYBGECnvbaJLv5VcOHIWzUAuU94PN3U2IRwxMzMzMzMzMzMzMzMzMzNrNGYzgLkDXbHYhUC2oZT3Z5TyhpCnvGfoWTgyC91PO0GM7boHQf2eGNt1O4JHevn3iLFdQ6kuHHkHlbGK9PduI8Z2nSeEI8cJ4cgMlPJOEynvTqJUtoFcODIY3ZfbT8wVHoHKZGZmZmZmZmZmZmZmZmZmZo3OrOpTuWLxn4qCmSjlnaC6cORpYmxXK+pafwmlvKtQqirLUc+l31mJoB8ihCMtxNiuLpTy5iJoJcTjaJPnoUabVegQ/IEQjnSiw3IzvQtHdqEy1eXkwpFn0Ka2kQtHzqCNnoxGc3WiMpmZmZmZmZmZmZmZmZmZmVkjM/s3A12xGIYSy460sBXk8oxB1ApHLhDCkTLlnSbGWP0w5U1BwpEL6ec+JYQjg9H9tHcJVfowtJm7iZQ3Ov17O0qBbeTCkYtoM8bTt3BkBprje4ZcOPJw4rGeEI4sQYfneZR6r0+ffbmZmZmZmZmZmZmZmZmZmVkDM3uM6k/lisXRoqADpbzZhDxjNSqtTKZ34ch6lI5uIIQjW9GIrasJy99eBGw49YUjy1BZ6W8IzknUjDINpbvV6X9noFLPSaKzfgJKnZfIhSNt6fM2USsc2YFS3ihCOHIAHbIh6XdvoWfhiJmZmZmZmZmZmZmZmZmZWSMzKwZakEdRcJSQZ8xEDTAnyYUjc1FC60oLuz0tahD1hSMvoy74K6gVjjSnl7yJXDjyKAL6GdGlP4f+CUcuIZAHCeFIEzoYe1ETzuMoye4kF45cj1LcFvonHDEzMzMzMzMzMzMzMzMzM2skZnOBewf6KtTb5PKMl6gvHNmCktJyVEI6mBY2iIB3OEE5i0pFU6kvHDlNrXDkArlwpI0QjuxDm7iCEI5sJxp0xhLCkab0924lF44sIIQjq1Dzyyx06L5DyfUYapBZmN5hHSEcWZZ4bTIzMzMzMzMzMzMzMzMzM2twZhup/lSuWPyXomBB+vCyhPQd6jafRYzt+iL9zDxU5llDqNIXo1LLpgSjLCGNQGO7dvLThCNnUMqbTs/CkVUo5d1B/4QjowjhyAiqC0fMzMzMzMzMzMzMzMzMzMwamdm/H+iKRXf6sAMo5bWjlPdKWtwoQjhSwmtOL/U7lMaeJoQjExOMsuwzm76FI5+ibvhH03o2kgtHmhG8fdQKR15B8FoJ4chmdCj+hFLeJ/QsHDmJDtwDSN2+hlrhyAZqhSNmZmZmZmZmZmZmZmZmZmaNyqyN6k/lisWHRdEv4cjnaYELqS8cGYrGXJUprxXZEF+mf8KR8+g+2AT6Fo7ci+CWKe8wfQtHtqCUN4ZcOLINHcKV6FC+TZSKWlHK+wtKeWZmZmZmZmZmZmZmZmZmZo3I7FaAga5YjKN/wpEx9C4cuYg26A5ibNcZcuHIanLhyHly4cgilBY3kgtHmqkvHNmNNnkooUp/h1w4Mp5a4cgUaoUjM4n7csdQA80CQjjyITG2y8zMzMzMzMzMzMzMzMzMrBGZfUD1p3LF4uOi4GZ6lmesQSWfWdQXjixCTSqriZTXgoBtoG/hyBiU8jbz04UjUxGw01QTjlyWPncPAyscMTMzMzMzMzMzMzMzMzMz+yUz6wb+40BXLLqIlLcUJaTnCXlGOyr77EDwLicXjmxJH7Yc3U/7AME7j+6n3UXcTzuFNvN+IuUdRw00c+m/cOQNcuHIHjT6a2j63g3kwpElKD1+gg7cWVRuupe4n/YtuXCkg96FI2ZmZmZmZmZmZmZmZmZmZo3GbAjVn8rB4hQKF39BKa81/fKzqIR0PUo4I9ML7kSlmpUoEe1GjTIjUDq6GSWzLpQeF6O7YUcQ9NMI+HR0l2xVAjA9ATmJNuwzQhJyAR2Wg2gjVhCHZS+627aSkIS8mNZbbsR+1IzThJLiraj7vwMdloXoIPwD3bk7gTbhQeKwHE0/swhtnpmZmZmZmZmZmZmZmZmZWaMyW0L1p/JVqH1F8S8JrYUYQbUuvfz89OGfI2CniI7zk8TYrikIbjdKaB+jhFaWbJ5LMH6NIA5H3e+7UDnpcQRxDyrZNJMLRzYiUcgiYmzXGtTc8hC1Y7umE8KRDtT8cgdKnJfIhSPL0udtTZ9/LWrGGZnW9wq5cOQtdADMzMzMzMzMzMzMzMzMzMwakdmvYeCbt6egcsg5Qp7x+7SwAsF7myghjUDzcV9D47HaUQlpD/ACKuksJ1Le+rSYRehu2JEE5SxhIPyGaH6ZhkQkp1FCLFPeYnQoniEXjjQRBsKrieaXnYRwpJUY27URAV9CpLxOQjgyGR2q1aj5ZSY6cN8RJaTJZmZmZmZmZmZmZmZmZmZmDczsCNWfyhWLz4uCa4lZuSCIZcrbgDZoATG2q1zgA+h+2UmkJv8ivcSC9FJr0N2v2xDEJnQ37C2i+eVylJ52kKvS96FNbaJWONKd/l6Z8rrQpj2E7pKVKe9rtMl/JBeOTEQpbxBRjvodSrfD0KbuJoQjV6BD9xK5cMTMzMzMzMzMzMzMzMzMzKwRmTUD/zTQFYtVCOxdCN4FBP4jlPKWpj/2PNqo6wjhyKtpcSMJ4UgJr5kY23UIlWlAd78mEmO7zqJ7X1PR3a8OYo7vHOoLRy6ilHaQaH5pRvfQ9hLd+VeiOb4vozJVK9r8t9GBG4w28zZCONKNyl9lyutAB+5+aoUjZmZmZmZmZmZmZmZmZmZmjcjsHNWfyhWLJ4qCkVQTjpxBqehuVHLqRCWfB9Ddr2/Jx3Y9kl6qg96FI8vRnbSX6V04shJBP8iPE47MR5v6FDoEEwjhyFp0WG5GJbPhDIykxczMzMzMzMzMzMzMzMzM7JfGbDcwY6ArFrNQyaVMeXeilHeJWuHIkLSwt1CpqRVt4M70Vaa8MWi01wsoQbWgssz7xNzchemzypR3Jq1lOj0LR7rIhSODqBWODCWEI6PJ4W1P/395P+0dolS2mBCOrKWacMTMzMzMzMzMzMzMzMzMzKxRmVV9KlcsLhUFO1HKG5kW/WuU8p5OL9pGCEfWooT0KD9eODKO6FrfQDXhyF4EbFj63o1EI003tcKR79CorxnkwpFpKOWdJheOLEGNPZ2EcGQ5urO3mVw4cjWYmZmZmZmZmZmZmZmZmZk1NLNrBrpicTItdHZaWAchz1iYfmY9kfJaiHm7b5ILR3bSt3DklvS3NgDfkwtHOulZODIFpa3z5MKRxSh1PovS2o0EvJcI4cgKlPZ2kwtHxhKjvy6SC0fKAzePXDhywszMzMzMzMzMzMzMzMzMrIGZPUn1p3Kw+Of0srPSV/niR+ldOFKkhR8ghCOXkwtHVlArHFlONL+sJReOHE6ffYb6wpEZ1BeOLEHp8WnqC0f2oBS7khCOvESk2d8QwpFmaoUjF9CBnEwuHDEzMzMzMzMzMzMzMzMzM2tEZl9R/elX8/YYQp7xGtFx/hg9C0fKhHYelWGmoFS4mp6FI3cjiN3UCkcGo/LMfpS42gnhyE40Hutx+haOXEQlrYlokzrRIXqI2NQn0WGblr5/jigh3UHvwpFtxNguMzMzMzMzMzMzMzMzMzOzRmT2IvDwQF+FuotcnvFDeGuoFY6sRylvHNqQAiW3A6gDfwVKcS9TKxzZSwhHlpELR4r08hPIhSMPIVjfUE040o1KSIfoWTiyAqXPXWmdI9LPjSWEI03ocJQpryv97fnUCkfMzMzMzMzMzMzMzMzMzMwaidnDVH8qVyzOF0UmzygX+Br9F448TIztWoNGdT1ArXBkUvrZi9SO7Wqi/8KRIWndN/HjhSNz0aaXKW8itcKRm9HBGw5mZmZmZmZmZmZmZmZmZmYNzWzUQFcsoL484z76JxwpUGlpP9qwNrSBr6INvZwQjrxJwGtJL/c+P0448hBqmFnLjxeOvEEuHBlLfeHIX5EivtvMzMzMzMzMzMzMzMzMzKyBma2h+lO5YvG/i4JlCNjzhDyjPS30NUI4Uqa8twnhSBsxtmsdAvYIeco7QXXhyDi0qc3kwpFWdF9uO0p5oxHEa1HKey79TpnyDqGDcoFcONKFkuZc8rFdX6JNnocabcqUNwFt6uD0u4cI4YiZmZmZmZmZmZmZmZmZmVmjMntioCsWnyB436eF3ZMWVpZ9phMSvQ5qhSPribFdS6kVjrTRs3DkLXLhyM3AByjldVNfOPIgIRwp4U1B99POEylvPGEg3IgaYcqUNwyVxHajg9ZOLhwZRtxPewelvEso5d1OJGMzMzMzMzMzMzMzMzMzM7NGZVb1qVyx+Oei4CN6lmeUKW8nvQtH2tFGfIxS0Nm06EnUF458Q2zqJATse/L7aS3UCkfakHBkG0p5V5M30mymZ+HIMgTxM7SpJ1Gzz3R6F44cJkaAFfQtHDEzMzMzMzMzMzMzMzMzM/slMxsCDKpYsagcLE4XBc8QI6iWo2aTF1A55ho0EmtkeulX0UatRB3zb6I0Nxilu3Eo7a1Dd8Lmo7tun6PGktNIuX4/MbbrHyhVziPuln2MElp5WDajjRiLAA9DSex18uaXNwhZSCsxtutZokt/ItqIjvR5c1DJ6Ku0nm/QfbwHUaLsQAnzTpQ4L4KZmZmZmZmZmZmZmZmZmVlDMxs20FehhiN4t6YXX0OtcGQVuXDk27Swo+je2UKU5tYSY7ta00tvIheOXIZKNrsQvBUoRe5B9+FGpN/9LUpm6+hdODINwVuNktn09P1T9CwcOYSSXztKj1tQMrwmrXE0uXCkHW3+frSZzWZmZmZmZmZmZmZmZmZmZg3MbD3Vn8oVi3VFwcPpRTcQKa8FJaStCdC1VBOOFKg8Mw512K8nF44cQ5t6CiW8Wahj/yl6F44sRiWbzcTYrnZ6Fo7sTWtvSj9XpryNVBOOlClvGvWFIwvNzMzMzMzMzMzMzMzMzMwalNlhfobm7f0ogQ0hl2espbpw5Fj6mQWoDLOeUKW3kAtHrieEI6+glDeKGNu1l/rCkaepLxw5lyBNJReOTEXNL2fpWzjSSq1wpB1t6i5CONKKNv+AmZmZmZmZmZmZmZmZmZlZAzP7DdWfyhWL/1EUHENJZxFKJOsIecYylKBeQHe9xvDjhSNnkURkCrlw5H509+uHKW8SPQtHmlFKe4ta4ciraW2PoTJQualDUEnoRkI4cgGVkyaQC0fmoLFdX6JE9xUhHDmX1njEzMzMzMzMzMzMzMzMzMysQZl1A0MHumKxgpBnbCLuft2GxnatRWWfuaikc5xa4chpcuHI/LTYDYRwZAlqhtlCrXBkB9rQ8u7XtaiBZiu1wpFn0Jish1HJ6wi5cGQ6+diuewnhSBchHFmU3n8j2pQbyYUje8jHdr2BUt4wcuGImZmZmZmZmZmZmZmZmZlZozEbQvWncsWCouAkcT/tDyhBDaJ34ch1COJVCOBWlLBWorFdB4iu9TZ6F450opLPTDS26wT1hSOr0cEYRwhHnibGdrWiEtRLKOVdRX3hSJnyDhHCkZb07mXKO0mtcOQ4SnnzyYUjZmZmZmZmZmZmZmZmZmZmjcTsHmDRQFcsXiSXZ7yLUt4llPLGU1848gX1hSNrENg7UQK7RK1wpAmlvD+TC0d2pK/LqS8cWUatcOQRcuHIaZTyZlBfOHKBSHnjCeHIs/QtHBmNUt92MzMzMzMzMzMzMzMzMzOzBmdW9alcsXiiKJiOmlROpkX/Dd3RWoogdqGSzW9RghqBNmovuXBkB5J8jCKEIwdQqWcwgn0LaqTpRPfhFlMrHHkwfX2DEt0x1EjzKLlwZBwxo3g9Kn3dQK1wpEx5Y6gvHHkflccuUk048kX6t5mZmZmZmZmZmZmZmZmZWaMy+9cDLcj7b+kq1AxUsjmbXvwIfQtHthKzch9HqWwnuXDkepTitlArHFlP3qV/DJWLTlNfOHIvSpfn0cH4OAFbjBLaZmqFIy+jstYVVBOOgDZ7AvWFI18DT6IDYmZmZmZmZmZmZmZmZmZm1ojMvgOuHOirUP8KlUN2ojJJWbIZS+/CkW5UFppECEe+Q+WjmYRw5Bg9C0eWpzVsQvB+Re/Ckd3oPtzw9Ls3o4OxPr1wCe8wOkhnUaloGj0LRzqpFY5soGfhyNWEcMTMzMzMzMzMzMzMzMzMzKwRmV1B9adfzdvHCXnGVJRkzqVFH0Zjux6hZ+HItgToWgRxFNKSbycXjuxHzSYFuXBkA0pQ8wnhyGpivvAslPKeJBeOXEQH4mPqC0fGIoiXobFdO+hbOPIeOngXyYUjXSh1PoSS8FdmZmZmZmZmZmZmZmZmZmYNyuxBYOZAVyz2EY0cVxAGwhEoQY1F97w2kwtHPiHucM0jhCMdCNj96esUMbZrEkqE36NE9hHqrF+a1vI8IRz5IbzXyMd2lfCaibFdhwjhyEIE72j67LOoJDYVHbQOYo7vHCJ1foa66B+lVjiynBjbZWZmZmZmZmZmZmZmZmZm1sjMtlH9qVyx+M9FwRw0v/dL6gtHVqGUN4HoOF9LjO1qQZv2ArXCkdfTwi9Dye9XxHzhS+g+2DhUSlpPLhw5hoB9izZ0NiEc+QfVhSNjUfPLSHTAXiUXjuxDB6AprfsmlGCfQWWkPxEpby06ZGZmZmZmZmZmZmZmZmZmZo3M7N8OdMViMLr7tYf68oyhRMp7B6W8gtqxXRfQ3a+7yYUjM9D9tNPo7tcx1EAzH8HbgFLeLdQKR64jF47sQvfl2uifcORo+uwzqAQ1jXxs1z3oIH6PIH+KGmgWJUabCOHIssTEzMzMzMzMzMzMzMzMzMysUZm1U/2pXLH4tCgGVDhyGbpztpu+hSNvI2AFtcKRMwnC3eRju2ZRXziyCB2EDnQ/7VZUjhqKykn7+enCkaXkqnQzMzMzMzMzMzMzMzMzM7NGZDYRYKArFjeh9DY8LewNauUZL6WXaUsv8i5KPBfRZtxOpLyzaDPvpVY48iCC24HA3oESGNQKR5rJhSPtqOyzgxCOrCCEI1vSSy9Lf+MDBP88up92FzpAa1DSnIVKZSdQU82XqFQ1FwHvJBeODEZlqHeI+2lmZmZmZmZmZmZmZmZmZmaNyOxtqj+Vg8X7aCNWINDPI/DXoPtaV6WXfhGlona0EfvTSzahks04lKo6fvDid6P09RS5JKRMZkfTzzyKNq8Lpbvfow0fhJpN9qONWIk2Ylta05Xpe9ehNPkcOkytRPNLV3rPP6FkdoSYKzwPHY6v0ve+SP+eh9LuGmJs11LU/LIB3VUzMzMzMzMzMzMzMzMzMzNrVGZrqf5Uvgr1X4uCRUQjxxrU3PIQurf1NdWEI5fQphxEY7uWoYS2FW3qtWhTR6J7Za+QC0feQgdgELGpHxF33RagLv3PEbBTaGzXA+TCkSkI4gVivvB4osz1HNrUsehADae+cGQ32uxmdCBuQql2Y3pXMzMzMzMzMzMzMzMzMzOzRmb2TwN9FeocuhN2iFyesRXdz7qaXDiynWg2GUsuHFlCCEc6URoq4f2DmOM7M319R5SQJqMS0jkEvkx5y9B9tU2oZHM9MbZrOwGvHaW8vaiENDz9bpny1icoi9B9usPps8+iBp2p6MCtRvfwpqXvnyYXjvwJbbCZmZmZmZmZmZmZmZmZmVmjMmuh+lO5YvFOUbARAVtM38KRr9MC5xBju46gu2UL04uuJxeODEObupsQjlyBAL6EUt5j5MIR0D25MuVtSJ+3gGrCkclEl34nOhi3pXdsQpv6FtH8cjlKeTvJU95eehaOmJmZmZmZmZmZmZmZmZmZNSKz38LAN29PRPfBLqKSyEFqhSN7iU7zKwnhyPD0AjcgCchm1BCyOL3wJ6h0c4FcOFLCux+lvFPkwpEFhIb8I0I4UhDCkevoXTiyjxCOLCUXjkAIR46gTTpLCEdO0LNw5FNCOGJmZmZmZmZmZmZmZmZmZtaIzP5K9adyxeJwUTCWkGecJx/btZaehSP3IrjnUPI7wsAKRzamNbaSp7wzCOIUYmzXCZTyZhPCkc/Rpi6kvnBkaHrn/UTKG0n/hSNmZmZmZmZmZmZmZmZmZmaNxKwA/sNAVyw6yOUZRXr59+hbOLKbEI60Ul84chsxtus8uuM1hWrCkQXkwpHfoztvQ9Bm7kelpja0gTvJhSNj0GivrSh1tpALRy6iDbqDSHlnUAlqOvWFI+epFY6YmZmZmZmZmZmZmZmZmZk1ErNqkUJP5YrFE0XBCJS0bkwLXIfup7WgslJ5P+07lOZmkAtHpqG7X6fJhSNL0GZ0pr97MyEc2Yw29TpCOLILpbyRaT2/pmfhyFpUynkUlaPKlPcNfQtHVqOUN47o9N+AylFlyhtFrXBkDEp5m9HBMzMzMzMzMzMzMzMzMzMza0RmfwbuHuiKxTyUujpRyrsNpbLBqAHmXfoWjuwmhCPtKOW9i1LiRbQZt6cXX0etcKQDCUdmoJnAp6kuHHmeEI60UU04shw14XxICEceQYmyTHmnqRWOHEcziv9oZmZmZmZmZmZmZmZmZmbW4MyqPpWDxX30LM+4QHTD30guHNmL7mmtRBvyKtqIMpndgMo6zyBYLcTYrg6UHhcSY7ueSi/7YHr58sWPphdfRC4cGYegF+iwHED32FYSwpGd1BeOjCCEIwfT3yzQHbUJaGzXKlRCmketcGSGmZmZmZmZmZmZmZmZmZlZAzP7nOpP5atQXxcFo1AJZxv9F46UC3wSgZuWvn+O2rFdUF84so0Y2/UY/ROOfIhKPudR6WoKus+2ivrCkS8IzXk3MbZrPNqEwaiktZ9a4cguNLbrcXTwzMzMzMzMzMzMzMzMzMzMGpHZZcC/G+irUP8HNXJMI+QZXUTKW0ytcKQNdd9vRSnvaqIbflda8GWEcOQAmrHbTC4c6Uog5lM7tmsmgvcdMbZrMrXCkXFoQwqU3A4QwpER5AbCdlRC2oMaZYaRC0c2pL/zCLXCkTmJ0TdpjWZmZmZmZmZmZmZmZmZmZo3K7CTVn341b48m5Bn70gKHEGO73qP/wpGpKEGdJVLexPSCg/i/Lxy5H5WkTpILRxak91pDPrarifrCkVfQXbcrzMzMzMzMzMzMzMzMzMzMGpTZDmD2QFcsppLLM+4lyj5rEew/0LNwpAkJR/aRC0feIBeOjEXd8JupLxzpRptWprwOBO8+lPJO0bdwZAlKZ1uoFY7soHfhSAsyEL6PkizUF448aGZmZmZmZmZmZmZmZmZm1uDMZlP9qVyx6C6KTJ6x8gcLfJ5qwpEuBOmP5GO7vkSbPC+9wFPkwpHB6XcPEWO7RqTP3U0IR0YjgNsQ0DLlvU0IR9qIsV3r0uc9gppkjhFjux5AIL8lH9v1CDoIHcTYrqVog54hhCPL0dguMzMzMzMzMzMzMzMzMzOzRmY2eqArFufpv3BkUHr5d4mUNxSVd3ZTKxzZTghHbiCEI5dQyhtPCEe+RylvCrGZ36b1zSTGdh0jhCOXqB3bNQSlvLdQymslhCM7iZQ3Jv3MC+TCkQ9QU043Snl38tMkLWZmZmZmZmZmZmZmZmZmZr8UZquo/lSuWPzPovgXecaLqLxSln/GoEaWzei+2AoE/VB66W5y4Ugnuu81H0ErIR6nVjhyGKW8stTTSQhHlqOUt5kQjrSnde2kvnDkaXQ4fpjy1tKzcOTB9PUNsamT0CE7T6S8W9M7NlNfOGJmZmZmZmZmZmZmZmZmZtaIzJ4Y6IrF4QTgVFrU/eTyjCmERG8NSnnjUSobghpg3kGb04rgvQi8Tq1w5EVCOHIDMfqrm1w4UsKbRwhHVqd1zUBlnzLl/Z189Nc6IuW1EDOK3yQ660eiw/YqtSnveZTylqMmnA8Q/O9RaekuIhmbmZmZmZmZmZmZmZmZmZk1IrNJVH8qB4vbUbhYjUpIc8nlGcfTv+cRzSafEcnsAkpWhwjhSDMq2ewlF47sQBtRvvhvyIUjS8mFIxfIhSOr0EbMomfhyDm0iX9BKa8VpceNxNiulaiE9CIhHFmBUuQeaoUjh9LfLNDhm2BmZmZmZmZmZmZmZmZmZtbAzJZQ/al8FepcUbCZGEHVjrreX0kLvIJa4UhT+rmbyDXnjxJjuzpRQnuI2NSnUJlmGj0LRwqUpg6SC0e2ps+/lhCOvEZ06T9Gz8KRj1CZ6zwhHPk72sBTqPllJurYfwqlybvRwesmF46UqdbMzMzMzMzMzMzMzMzMzKyRmV020FehmlA5ZGKC0UHAm0Z94cgZaoUj3aiEVKa8VmqFI+3kwpER6P7YDYRwZAiauVumvC56Fo48QBgI1yCwkwnhyHoi5bWQC0d+hRLdCMJAOIoY27WXvoUjZmZmZmZmZmZmZmZmZmZmjcisi+pP5YrFqqJgMUpQG6kvHHkVwXsMlYHKBQ5BJZgbCeHIBVRamUCtcOQ+tJmrUNqbispU54ixXROJLv11KOXdnEAMQ5v6BjG260rqC0cOoNQK9YUjD6ME93e0gd+iDZ1FnvIm07NwxMzMzMzMzMzMzMzMzMzMrBGZfczP0Lx9CN0nu5QWdge1wpHp5GO77kVQv0eQP0Vd9IvS33mWXDjSjCDtIR/b9QZKVsPIhSOb0gssRsKRv5ILR+6mb+HIXfQsHBmESkv70Ya1oQ18lZ6FI03E2K73zczMzMzMzMzMzMzMzMzMGpjZLVR/Klcs/ldR8DfqyzPGEmO7XqZWOPImSlDNhHCkLEddIBeOrEXA/kikvNWokWYqKgudJcZ2/QGlzkH0Lhy5DkG8ilw4spIY2/Vsetc2fn7hiJmZmZmZmZmZmZmZmZmZ2S+dWQEMGeiKRRs9yzOOJgBnCOHIt0TKuxtBPU8IR8ajhpdB5MKRsuyzHcEbTYzt2kMuHBmbfm8TvQtH7kEpryz7TE/rPE3cT7uDnoUjTajT/88MnHDEzMzMzMzMzMzMzMzMzMzsl86sWqTQU7liQVFwhjzlLU8L3EAIR9pQyttGNeHI+2hjLjIwwhHQgXgf+C0xX3hT+vzrELCr6Fs40o424uO0nnNooyfRu3Dk7+h+2qPoIJiZmZmZmZmZmZmZmZmZmTUiszuBZVXjQtVgsakomIsSWhcxgmoJKpFsRhsxNr1QmdBeR2O7HkPd8W8QspBWYmxXWbJZRIzt6kAbPweVjL4GnkwvOwOVbM6istKR9OIL0YY+Q4ztWo6abbaie2PXpPWMImQhI1AJ6VeozLUFpdql6MB9SBgX56ODeQwdgtMoLd6HDs5TaPbwPYRgxczMzMzMzMzMzMzMzMzMrNGYfc7P0Ly9G93tGk4uz1hHNJtMoFY4Mg11wZd3yqan759CiekzIpl107tw5GoEajRKZi+h7v12tPn70WY2kwtH1hBlrknoUK0mF458Sy4ceQRt8Fp0L61Ms6CkeABt2EpCOLILHbgVhHDEzMzMzMzMzMzMzMzMzMysUZldT/WncsXivxcFX6FUMx8lqM60wNtQs8kQQjgyFsEZgdLTDnLhyF6i47wdpbz3EMSL1BeOzEap7itCODIVpb9zCOJhehaOtKBUuQ0FpWsRxCtQ88t2cuHIfjT7t0D35MZRXzhyLH32SaSFn5X++0libJeZmZmZmZmZmZmZmZmZmVmjMTvLzyDIe4x8BNVQasd2FSgVTUApaU2CMxvB+gaVgr4i4JUJ6jN0F20xPQtHtqHNuwptXAnvZbTZy9HmH0AJrIlcOLIWbfA8QjjSgZLd/eTCkWMoCS5Apav15MIRUNo9gDasPHCvoJQ3ktqxXWZmZmZmZmZmZmZmZmZmZo3EbDjVn341b58g7qfdRdz96uDHC0f2pZdpIsZ2HUT3yS6kv1emvLUI0hyqCUcmEF366wjhSAsC9gK1wpHXUQloBJHy3ia69FvJhSNn0QzkMuX9cFNnE8IRMzMzMzMzMzMzMzMzMzOzRmM2A5g70BWLXQhkG0p5f0Ypbwh5ynuGnoUjs9D9tBPE2K57ENTvibFdtyN4pJd/jxjbNZTqwpF3UBmrSH/vNmJs13lCOHKcEI7MQCnvNJHy7iRKZRvIhSOD0X25/cRc4RGoTGZmZmZmZmZmZmZmZmZmZtbozKo+lSsW/6komIlS3gmqC0eeJsZ2taKu9ZdQyrsKpaqyHPVc+p2VCPohQjjSQozt6kIpby6CVkI8jjZ5Hmq0WYUOwR8I4UgnOiw307twZBcqU11OLhx5Bm1qG7lw5Aza6MloNFcnKpOZmZmZmZmZmZmZmZmZmZk1MrN/M9AVi2EosexIC1tBLs8YRK1w5AIhHClT3mlijNUPU94UJBy5kH7uU0I4MhjdT3uXUKUPQ5u5m0h5o9O/t6MU2EYuHLmINmM8fQtHZqA5vmfIhSMPJx7rCeHIEnR4nkep9/r02ZebmZmZmZmZmZmZmZmZmZk1MLPHqP5UrlgcLQo6UMqbTcgzVqPSymR6F46sR+noBkI4shWN2LqasPztRcCGU184sgyVlf6G4JxEzSjTULpbnf53Bir1nCQ66yeg1HmJXDjSlj5vE7XCkR0o5Y0ihCMH0CEbkn73FnoWjpiZmZmZmZmZmZmZmZmZmTUys2KgBXkUBUcJecZM1ABzklw4MhcltK60sNvTogZRXzjyMuqCv4Ja4UhzesmbyIUjjyKgnxFd+nPon3DkEgJ5kBCONKGDsRc14TyOkuxOcuHI9SjFbaF/whEzMzMzMzMzMzMzMzMzM7NGYjYXuHegr0K9TS7PeIn6wpEtKCktRyWkg2lhgwh4hxOUs6hUNJX6wpHT1ApHLpALR9oI4cg+tIkrCOHIdqJBZywhHGlKf+9WcuHIAkI4sgo1v8xCh+47lFyPoQaZhekd1hHCkWWJ1yYzMzMzMzMzMzMzMzMzM7MGZ7aR6k/lisV/KQoWpA8vS0jfoW7zWcTYri/Sz8xDZZ41hCp9MSq1bEowyhLSCDS2ayc/TThyBqW86fQsHFmFUt4d9E84MooQjoygunDEzMzMzMzMzMzMzMzMzMyskZn9+4GuWHSnDzuAUl47SnmvpMWNIoQjJbzm9FK/Q2nsaUI4MjHBKMs+s+lbOPIp6oZ/NK1nI7lwpBnB20etcOQVBK+VEI5sRofiTyjlfULPwpGT6MA9gNTta6gVjmygVjhiZmZmZmZmZmZmZmZmZmbWqMzaqP5Urlh8WBT9Eo58nha4kPrCkaFozFWZ8lqRDfFl+iccOY/ug02gb+HIvQhumfIO07dwZAtKeWPIhSPb0CFciQ7l20SpqBWlvL+glGdmZmZmZmZmZmZmZmZmZtaIzG4FGOiKxTj6JxwZQ+/CkYtog+4gxnadIReOrCYXjpwnF44sQmlxI7lwpJn6wpHdaJOHEqr0d8iFI+OpFY5MoVY4MpO4L3cMNdAsIIQjHxJju8zMzMzMzMzMzMzMzMzMzBqR2QdUfypXLD4uCm6mZ3nGGlTymUV94cgi1KSymkh5LQjYBvoWjoxBKW8zP104MhUBO0014chl6XP3MLDCETMzMzMzMzMzMzMzMzMzs18ys27gPw50xaKLSHlLUUJ6npBntKOyzw4E73Jy4ciW9GHL0f20DxC88+h+2l3E/bRTaDPvJ1LecdRAM5f+C0feIBeO7EGjv4am791ALhxZgtLjJ+jAnUXlpnuJ+2nfkgtHOuhdOGJmZmZmZmZmZmZmZmZmZtZozIZQ/akcLE6hcPEXlPJa0y8/i0pI16OEMzK94E5UqlmJEtFu1CgzAqWjm1Ey60LpcTG6G3YEQT+NgE9Hd8lWJQDTE5CTaMM+IyQhF9BhOYg2YgVxWPaiu20rCUnIi2m95UbsR804TSgp3oq6/zvQYVmIDsI/0J27E2gTHiQOy9H0M4vQ5pmZmZmZmZmZmZmZmZmZmTUqsyVUfypfhdpXFP+S0FqIEVTr0svPTx/+OQJ2iug4P0mM7ZqC4HajhPYxSmhlyea5BOPXCOJw1P2+C5WTHkcQ96CSTTO5cGQjEoUsIsZ2rUHNLQ9RO7ZrOiEc6UDNL3egxHmJXDiyLH3e1vT516JmnJFpfa+QC0feQgfAzMzMzMzMzMzMzMzMzMysEZn9Gga+eXsKKoecI+QZv08LKxC8t4kS0gg0H/c1NB6rHZWQ9gAvoJLOciLlrU+LWYTuhh1JUM4SBsJviOaXaUhEcholxDLlLUaH4hly4UgTYSC8mmh+2UkIR1qJsV0bEfAlRMrrJIQjk9GhWo2aX2aiA/cdUUKabGZmZmZmZmZmZmZmZmZm1sDMjlD9qVyx+LwouJaYlQuCWKa8DWiDFhBju8oFPoDul51EavIv0kssSC+1Bt39ug1BbEJ3w94iml8uR+lpB7kqfR/a1CZqhSPd6e+VKa8LbdpD6C5ZmfK+Rpv8R3LhyESU8gYR5ajfoXQ7DG3qbkI4cgU6dC+RC0fMzMzMzMzMzMzMzMzMzMwakVkz8E8DXbFYhcDeheBdQOA/Qilvafpjz6ONuo4QjryaFjeSEI6U8JqJsV2HUJkGdPdrIjG26yy69zUV3f3qIOb4zqG+cOQiSmkHieaXZnQPbS/RnX8lmuP7MipTtaLNfxsduMFoM28jhCPdqPxVprwOdODup1Y4YmZmZmZmZmZmZmZmZmZm1ojMzlH9qVyxeKIoGEk14cgZlIruRiWnTlTyeQDd/fqWfGzXI+mlOuhdOLIc3Ul7md6FIysR9IP8OOHIfLSpT6FDMIEQjqxFh+VmVDIbzsBIWszMzMzMzMzMzMzMzMzMzH5pzHYDMwa6YjELlVzKlHcnSnmXqBWODEkLewuVmlrRBu5MX2XKG4NGe72AElQLKsu8T8zNXZg+q0x5Z9JaptOzcKSLXDgyiFrhyFBCODKaHN729P+X99PeIUpliwnhyFqqCUfMzMzMzMzMzMzMzMzMzMwalVnVp3LF4lJRsBOlvJFp0b9GKe/p9KJthHBkLUpIj/LjhSPjiK71DVQTjuxFwIal791INNJ0Uysc+Q6N+ppBLhyZhlLeaXLhyBLU2NNJCEeWozt7m8mFI1eDmZmZmZmZmZmZmZmZmZlZQzO7ZqArFifTQmenhXUQ8oyF6WfWEymvhZi3+ya5cGQnfQtHbkl/awPwPblwpJOehSNTUNo6Ty4cWYxS57Mord1IwHuJEI6sQGlvN7lwZCwx+usiuXCkPHDzyIUjJ8zMzMzMzMzMzMzMzMzMzBqY2ZNUfyoHi39OLzsrfZUvfpTehSNFWvgBQjhyOblwZAW1wpHlRPPLWnLhyOH02WeoLxyZQX3hyBKUHp+mvnBkD0qxKwnhyEtEmv0NIRxpplY4cgEdyMnkwhEzMzMzMzMzMzMzMzMzM7NGZPYV1Z9+NW+PIeQZrxEd54/Rs3CkTGjnURlmCkqFq+lZOHI3gthNrXBkMCrP7EeJq50QjuxE47Eep2/hyEVU0pqINqkTHaKHiE19Eh22aen754gS0h30LhzZRoztMjMzMzMzMzMzMzMzMzMza0RmLwIPD/RVqLvI5Rk/hLeGWuHIepTyxqENKVByO4A68FegFPcytcKRvYRwZBm5cKRILz+BXDjyEIL1DdWEI92ohHSInoUjK1D63JXWOSL93FhCONKEDkeZ8rrS355PrXDEzMzMzMzMzMzMzMzMzMyskZg9TPWncsXifFFk8oxyga/Rf+HIw8TYrjVoVNcD1ApHJqWfvUjt2K4m+i8cGZLWfRM/XjgyF216mfImUiscuRkdvOFgZmZmZmZmZmZmZmZmZmbW0MxGDXTFAurLM+6jf8KRApWW9qMNa0Mb+Cra0MsJ4cibBLyW9HLv8+OEIw+hhpm1/HjhyBvkwpGx1BeO/BUp4rvNzMzMzMzMzMzMzMzMzMwamNkaqj+VKxb/uyhYhoA9T8gz2tNCXyOEI2XKe5sQjrQRY7vWIWCPkKe8E1QXjoxDm9pMLhxpRffltqOUNxpBvBalvOfS75Qp7xA6KBfIhSNdKGnOJR/b9SXa5Hmo0aZMeRPQpg5Ov3uIEI6YmZmZmZmZmZmZmZmZmZk1KrMnBrpi8QmC931a2D1pYWXZZzoh0eugVjiynhjbtZRa4UgbPQtH3iIXjtwMfIBSXjf1hSMPEsKREt4UdD/tPJHyxhMGwo2oEaZMecNQSWw3Omjt5MKRYcT9tHdQyruEUt7tRDI2MzMzMzMzMzMzMzMzMzNrVGZVn8oVi38uCj6iZ3lGmfJ20rtwpB1txMcoBZ1Ni55EfeHIN8SmTkLAvie/n9ZCrXCkDQlHtqGUdzV5I81mehaOLEMQP0ObehI1+0ynd+HIYWIEWEHfwhEzMzMzMzMzMzMzMzMzM7NfMrMhwKCKFYvKweJ0UfAMMYJqOWo2eQGVY65BI7FGppd+FW3UStQx/yZKc4NRuhuH0t46dCdsPrrr9jlqLDmNlOv3E2O7/oFS5TzibtnHKKGVh2Uz2oixCPAwlMReJ29+eYOQhbQSY7ueJbr0J6KN6EifNweVjL5K6/kG3cd7ECXKDpQw70SJ8yKYmZmZmZmZmZmZmZmZmZk1NLNhA30VajiCd2t68TXUCkdWkQtHvk0LO4runS1EaW4tMbarNb30JnLhyGWoZLMLwVuBUuQedB9uRPrd36Jkto7ehSPTELzVKJlNT98/Rc/CkUMo+bWj9LgFJcNr0hpHkwtH2tHm70eb2WxmZmZmZmZmZmZmZmZmZtbAzNZT/alcsVhXFDycXnQDkfJaUELamgBdSzXhSIHKM+NQh/16cuHIMbSpp1DCm4U69p+id+HIYlSy2UyM7WqnZ+HI3rT2pvRzZcrbSDXhSJnyplFfOLLQzMzMzMzMzMzMzMzMzMysQZkd5mdo3t6PEtgQcnnGWqoLR46ln1mAyjDrCVV6C7lw5HpCOPIKSnmjiLFde6kvHHma+sKRcwnSVHLhyFTU/HKWvoUjrdQKR9rRpu4ihCOtaPMPmJmZmZmZmZmZmZmZmZmZNTCz31D9qVyx+B9FwTGUdBahRLKOkGcsQwnqBXTXaww/XjhyFklEppALR+5Hd79+mPIm0bNwpBmltLeoFY68mtb2GCoDlZs6BJWEbiSEIxdQOWkCuXBkDhrb9SVKdF8RwpFzaY1HzMzMzMzMzMzMzMzMzMzMGpRZNzB0oCsWKwh5xibi7tdtaGzXWlT2mYtKOsepFY6cJheOzE+L3UAIR5agZpgt1ApHdqANLe9+XYsaaLZSKxx5Bo3JehiVvI6QC0emk4/tupcQjnQRwpFF6f03ok25kVw4sod8bNcbKOUNIxeOmJmZmZmZmZmZmZmZmZmZNRqzIVR/KlcsKApOEvfT/oAS1CB6F45chyBehQBuRQlrJRrbdYDoWm+jd+FIJyr5zERju05QXziyGh2McYRw5GlibFcrKkG9hFLeVdQXjpQp7xAhHGlJ716mvJPUCkeOo5Q3n1w4YmZmZmZmZmZmZmZmZmZm1kjM7gEWDXTF4kVyeca7KOVdQilvPPWFI19QXziyBoG9EyWwS9QKR5pQyvszuXBkR/q6nPrCkWXUCkceIReOnEYpbwb1hSMXiJQ3nhCOPEvfwpHRKPVtNzMzMzMzMzMzMzMzMzMza3BmVZ/KFYsnioLpqEnlZFr039AdraUIYhcq2fwWJagRaKP2kgtHdiDJxyhCOHIAlXoGI9i3oEaaTnQfbjG1wpEH09c3KNEdQ400j5ILR8YRM4rXo9LXDdQKR8qUN4b6wpH3UXnsItWEI1+kf5uZmZmZmZmZmZmZmZmZmTUqs3890IK8/5auQs1AJZuz6cWP0LdwZCsxK/dxlMp2kgtHrkcpbgu1wpH15F36x1C56DT1hSP3onR5Hh2MjxOwxSihbaZWOPIyKmtdQTXhCGizJ1BfOPI18CQ6IGZmZmZmZmZmZmZmZmZmZo3I7DvgyoG+CvWvUDlkJyqTlCWbsfQuHOlGZaFJhHDkO1Q+mkkIR47Rs3BkeVrDJgTvV/QuHNmN7sMNT797MzoY69MLl/AOo4N0FpWKptGzcKSTWuHIBnoWjlxNCEfMzMzMzMzMzMzMzMzMzMwakdkVVH/61bx9nJBnTEVJ5lxa9GE0tusRehaObEuArkUQRyEt+XZy4ch+1GxSkAtHNqAENZ8Qjqwm5gvPQinvSXLhyEV0ID6mvnBkLIJ4GRrbtYO+hSPvoYN3kVw40oVS50MoCX9lZmZmZmZmZmZmZmZmZmbWoMweBGYOdMViH9HIcQVhIByBEtRYdM9rM7lw5BPiDtc8QjjSgYDdn75OEWO7JqFE+D1KZB+hzvqlaS3PE8KRH8J7jXxsVwmvmRjbdYgQjixE8I6mzz6LSmJT0UHrIOb4ziFS52eoi/5RaoUjy4mxXWZmZmZmZmZmZmZmZmZmZo3MbBvVn8oVi/9cFMxB83u/pL5wZBVKeROIjvO1xNiuFrRpL1ArHHk9LfwylPx+RcwXvoTug41DpaT15MKRYwjYt2hDZxPCkX9QXTgyFjW/jEQH7FVy4cg+dACa0rpvQgn2GVRG+hOR8taiQ2ZmZmZmZmZmZmZmZmZmZtbIzP7tQFcsBqO7X3uoL88YSqS8d1DKK6gd23UB3f26m1w4MgPdTzuN7n4dQw008xG8DSjl3UKtcOQ6cuHILnRfro3+CUeOps8+g0pQ08jHdt2DDuL3CPKnqIFmUWK0iRCOLEtMzMzMzMzMzMzMzMzMzMzMGpVZO9WfyhWLT4tiQIUjl6E7Z7vpWzjyNgJWUCscOZMg3E0+tmsW9YUji9BB6ED3025F5aihqJy0n58uHFlKrko3MzMzMzMzMzMzMzMzMzNrRGYTAQa6YnETSm/D08LeoFae8VJ6mbb0Iu+ixHMRbcbtRMo7izbzXmqFIw8iuB0I7B0ogUGtcKSZXDjSjso+OwjhyApCOLIlvfSy9Dc+QPDPo/tpd6EDtAYlzVmoVHYCNdV8iUpVcxHwTnLhyGBUhnqHuJ9mZmZmZmZmZmZmZmZmZmbWiMzepvpTOVi8jzZiBQL9PAJ/DbqvdVV66RdRKmpHG7E/vWQTKtmMQ6mq4wcvfjdKX0+RS0LKZHY0/cyjaPO6ULr7PdrwQajZZD/aiJVoI7alNV2ZvncdSpPPocPUSjS/dKX3/BNKZkeIucLz0OH4Kn3vi/TveSjtriHGdi1FzS8b0F01MzMzMzMzMzMzMzMzMzOzRmW2lupP5atQ/7UoWEQ0cqxBzS0PoXtbX1NNOHIJbcpBNLZrGUpoW9GmXos2dSS6V/YKuXDkLXQABhGb+hFx120B6tL/HAE7hcZ2PUAuHJmCIF4g5guPJ8pcz6FNHYsO1HDqC0d2o81uRgfiJpRqN6Z3NTMzMzMzMzMzMzMzMzMza2Rm/zTQV6HOoTthh8jlGVvR/ayryYUj24lmk7HkwpElhHCkE6WhEt4/iDm+M9PXd0QJaTIqIZ1D4MuUtwzdV9uESjbXE2O7thPw2lHK24tKSMPT75Ypb32CsgjdpzucPvssatCZig7canQPb1r6/mly4cif0AabmZmZmZmZmZmZmZmZmZk1KrMWqj+VKxbvFAUbEbDF9C0c+TotcA4xtusIulu2ML3oenLhyDC0qbsJ4cgVCOBLKOU9Ri4cAd2TK1PehvR5C6gmHJlMdOl3ooNxW3rHJrSpbxHNL5ejlLeTPOXtpWfhiJmZmZmZmZmZmZmZmZmZWSMy+y0MfPP2RHQf7CIqiRykVjiyl+g0v5IQjgxPL3ADkoBsRg0hi9MLf4JKNxfIhSMlvPtRyjtFLhxZQGjIPyKEIwUhHLmO3oUj+wjhyFJy4QiEcOQI2qSzhHDkBD0LRz4lhCNmZmZmZmZmZmZmZmZmZmaNyOyvVH8qVywOFwVjCXnGefKxXWvpWThyL4J7DiW/IwyscGRjWmMreco7gyBOIcZ2nUApbzYhHPkcbepC6gtHhqZ33k+kvJH0XzhiZmZmZmZmZmZmZmZmZmbWSMwK4D8MdMWig1yeUaSXf4++hSO7CeFIK/WFI7cRY7vOozteU6gmHFlALhz5PbrzNgRt5n5UampDG7iTXDgyBo322opSZwu5cOQi2qA7iJR3BpWgplNfOHKeWuGImZmZmZmZmZmZmZmZmZlZIzGrFin0VK5YPFEUjEBJ68a0wHXofloLKiuV99O+Q2luBrlwZBq6+3WaXDiyBG1GZ/q7NxPCkc1oU68jhCO7UMobmdbza3oWjqxFpZxHUTmqTHnf0LdwZDVKeeOITv8NqBxVprxR1ApHxqCUtxkdPDMzMzMzMzMzMzMzMzMzs0Zk9mfg7oGuWMxDqasTpbzbUCobjBpg3qVv4chuQjjSjlLeuyglXkSbcXt68XXUCkc6kHBkBpoJfJrqwpHnCeFIG9WEI8tRE86HhHDkEZQoy5R3mlrhyHE0o/iPZmZmZmZmZmZmZmZmZmZmDc6s6lM5WNxHz/KMC0Q3/I3kwpG96J7WSrQhr6KNKJPZDais8wyC1UKM7epA6XEhMbbrqfSyD6aXL1/8aHrxReTCkXEIeoEOywF0j20lIRzZSX3hyAhCOHIw/c0C3VGbgMZ2rUIlpHnUCkdmmJmZmZmZmZmZmZmZmZmZNTCzz6n+VL4K9XVRMAqVcLbRf+FIucAnEbhp6fvnqB3bBfWFI9uIsV2P0T/hyIeo5HMela6moPtsq6gvHPmC0Jx3E2O7xqNNGIxKWvupFY7sQmO7HkcHz8zMzMzMzMzMzMzMzMzMrBGZXQb8u4G+CvV/UCPHNEKe0UWkvMXUCkfaUPf9VpTyria64XelBV9GCEcOoBm7zeTCka4EYj61Y7tmInjfEWO7JlMrHBmHNqRAye0AIRwZQW4gbEclpD2oUWYYuXBkQ/o7j1ArHJmTGH2T1mhmZmZmZmZmZmZmZmZmZtaozE5S/elX8/ZoQp6xLy1wCDG26z36LxyZihLUWSLlTUwvOIj/+8KR+1FJ6iS5cGRBeq815GO7mqgvHHkF3XW7wszMzMzMzMzMzMzMzMzMrEGZ7QBmD3TFYiq5PONeouyzFsH+Az0LR5qQcGQfuXDkDXLhyFjUDb+Z+sKRbrRpZcrrQPDuQynvFH0LR5agdLaFWuHIDnoXjrQgA+H7KMlCfeHIg2ZmZmZmZmZmZmZmZmZmZg3ObDbVn8oVi+6iyOQZK3+wwOepJhzpQpD+SD6260u0yfPSCzxFLhwZnH73EDG2a0T63N2EcGQ0ArgNAS1T3tuEcKSNGNu1Ln3eI6hJ5hgxtusBBPJb8rFdj6CD0EGM7VqKNugZQjiyHI3tMjMzMzMzMzMzMzMzMzMza2Rmowe6YnGe/gtHBqWXf5dIeUNReWc3tcKR7YRw5AZCOHIJpbzxhHDke5TyphCb+W1a30xibNcxQjhyidqxXUNQynsLpbxWQjiyk0h5Y9LPvEAuHPkANeV0o5R3Jz9N0mJmZmZmZmZmZmZmZmZmZvZLYbaK6k/lisX/LIp/kWe8iMorZflnDGpk2Yzui61A0A+ll+4mF450ovte8xG0EuJxaoUjh1HKK0s9nYRwZDlKeZsJ4Uh7WtdO6gtHnkaH44cpby09C0ceTF/fEJs6CR2y80TKuzW9YzP1hSNmZmZmZmZmZmZmZmZmZmaNyOyJga5YHE4ATqVF3U8uz5hCSPTWoJQ3HqWyIagB5h20Oa0I3ovA69QKR14khCM3EKO/usmFIyW8eYRwZHVa1wxU9ilT3t/JR3+tI1JeCzGj+E2is34kOmyvUpvynkcpbzlqwvkAwf8elZbuIpKxmZmZmZmZmZmZmZmZmZlZIzKbRPWncrC4HYWL1aiENJdcnnE8/Xse0WzyGZHMLqBkdYgQjjSjks1ecuHIDrQR5Yv/hlw4spRcOHKBXDiyCm3ELHoWjpxDm/gXlPJaUXrcSIztWolKSC8SwpEVKEXuoVY4cij9zQIdvglmZmZmZmZmZmZmZmZmZmYNzGwJ1Z/KV6HOFQWbiRFU7ajr/ZW0wCuoFY40pZ+7iVxz/igxtqsTJbSHiE19CpVpptGzcKRAaeoguXBka/r8awnhyGtEl/5j9Cwc+QiVuc4TwpG/ow08hZpfZqKO/adQmrwbHbxucuFImWrNzMzMzMzMzMzMzMzMzMwamdllA30VqgmVQyYmGB0EvGnUF46coVY40o1KSGXKa6VWONJOLhwZge6P3UAIR4agmbtlyuuiZ+HIA4SBcA0CO5kQjqwnUl4LuXDkVyjRjSAMhKOIsV176Vs4YmZmZmZmZmZmZmZmZmZm1ojMuqj+VK5YrCoKFqMEtZH6wpFXEbzHUBmoXOAQVIK5kRCOXECllQnUCkfuQ5u5CqW9qahMdY4Y2zWR6NJfh1LezQnEMLSpbxBju66kvnDkAEqtUF848jBKcH9HG/gt2tBZ5ClvMj0LR8zMzMzMzMzMzMzMzMzMzBqR2cf8DM3bh9B9sktpYXdQKxyZTj62614E9XsE+VPURb8o/Z1nyYUjzQjSHvKxXW+gZDWMXDiyKb3AYiQc+Su5cORu+haO3EXPwpFBqLS0H21YG9rAV+lZONJEjO1638zMzMzMzMzMzMzMzMzMrIGZ3UL1p3LF4n8VBX+jvjxjLDG262VqhSNvogTVTAhHynLUBXLhyFoE7I9EyluNGmmmorLQWWJs1x9Q6hxE78KR6xDEq8iFIyuJsV3Ppndt4+cXjpiZmZmZmZmZmZmZmZmZmf3SmRXAkIGuWLTRszzjaAJwhhCOfEukvLsR1POEcGQ8angZRC4cKcs+2xG80cTYrj3kwpGx6fc20btw5B6U8sqyz/S0ztPE/bQ76Fk40oQ6/f/MwAlHzMzMzMzMzMzMzMzMzMzMfunMqkUKPZUrFhQFZ8hT3vK0wA2EcKQNpbxtVBOOvI825iIDIxwBHYj3gd8S84U3pc+/DgG7ir6FI+1oIz5O6zmHNnoSvQtH/o7upz2KDoKZmZmZmZmZmZmZmZmZmVkjMrsTWFY1LlQNFpuKgrkooXURI6iWoBLJZrQRY9MLlQntdTS26zHUHf8GIQtpJcZ2lSWbRcTYrg608XNQyehr4Mn0sjNQyeYsKisdSS++EG3oM8TYruWo2WYrujd2TVrPKEIWMgKVkH6FylxbUKpdig7ch4RxcT46mMfQITiN0uJ96OA8hWYP30MIVszMzMzMzMzMzMzMzMzMzBqN2ef8DM3bu9HdruHk8ox1RLPJBGqFI9NQF3x5p2x6+v4plJg+I5JZN70LR65GoEajZPYS6t5vR5u/H21mM7lwZA1R5pqEDtVqcuHIt+TCkUfQBq9F99LKNAtKigfQhq0khCO70IFbQQhHzMzMzMzMzMzMzMzMzMzMGpXZ9VR/Klcs/ntR8BVKNfNRgupMC7wNNZsMIYQjYxGcESg97SAXjuwlOs7bUcp7D0G8SH3hyGyU6r4ihCNTUfo7hyAepmfhSAtKldtQULoWQbwCNb9sJxeO7Eezfwt0T24c9YUjx9Jnn0Ra+Fnpv58kxnaZmZmZmZmZmZmZmZmZmZk1GrOz/AyCvMfIR1ANpXZsV4FS0QSUktYkOLMRrG9QKegrAl6ZoD5Dd9EW07NwZBvavKvQxpXwXkabvRxt/gGUwJrIhSNr0QbPI4QjHSjZ3U8uHDmGkuACVLpaTy4cAaXdA2jDygP3Ckp5I6kd22VmZmZmZmZmZmZmZmZmZtZIzIZT/elX8/YJ4n7aXcTdrw5+vHBkX3qZJmJs10F0n+xC+ntlyluLIM2hmnBkAtGlv44QjrQgYC9QKxx5HZWARhAp722iS7+VXDhyFs1ALlPeDzd1NiEcMTMzMzMzMzMzMzMzMzMzazRmM4C5A12x2IVAtqGU92eU8oaQp7xn6Fk4MgvdTztBjO26B0H9nhjbdTuCR3r594ixXUOpLhx5B5WxivT3biPGdp0nhCPHCeHIDJTyThMp706iVLaBXDgyGN2X20/MFR6BymRmZmZmZmZmZmZmZmZmZmaNzqzqU7li8Z+Kgpko5Z2gunDkaWJsVyvqWn8JpbyrUKoqy1HPpd9ZiaAfIoQjLcTYri6U8uYiaCXE42iT56FGm1XoEPyBEI50osNyM70LR3ahMtXl5MKRZ9CmtpELR86gjZ6MRnN1ojKZmZmZmZmZmZmZmZmZmZlZIzP7NwNdsRiGEsuOtLAV5PKMQdQKRy4QwpEy5Z0mxlj9MOVNQcKRC+nnPiWEI4PR/bR3CVX6MLSZu4mUNzr9eztKgW3kwpGLaDPG07dwZAaa43uGXDjycOKxnhCOLEGH53mUeq9Pn325mZmZmZmZmZmZmZmZmZlZAzN7jOpP5YrF0aKgA6W82YQ8YzUqrUymd+HIepSObiCEI1vRiK2rCcvfXgRsOPWFI8tQWelvCM5J1IwyDaW71el/Z6BSz0mis34CSp2XyIUjbenzNlErHNmBUt4oQjhyAB2yIel3b6Fn4YiZmZmZmZmZmZmZmZmZmVkjMysGWpBHUXCUkGfMRA0wJ8mFI3NRQutKC7s9LWoQ9YUjL6Mu+CuoFY40p5e8iVw48igC+hnRpT+H/glHLiGQBwnhSBM6GHtRE87jKMnuJBeOXI9S3Bb6JxwxMzMzMzMzMzMzMzMzMzNrJGZzgXsH+irU2+TyjJeoLxzZgpLSclRCOpgWNoiAdzhBOYtKRVOpLxw5Ta1w5AK5cKSNEI7sQ5u4ghCObCcadMYSwpGm9PduJReOLCCEI6tQ88ssdOi+Q8n1GGqQWZjeYR0hHFmWeG0yMzMzMzMzMzMzMzMzMzNrcGYbqf5Urlj8l6JgQfrwsoT0Heo2n0WM7foi/cw8VOZZQ6jSF6NSy6YEoywhjUBju3by04QjZ1DKm07PwpFVKOXdQf+EI6MI4cgIqgtHzMzMzMzMzMzMzMzMzMzMGpnZvx/oikV3+rADKOW1o5T3SlrcKEI4UsJrTi/1O5TGniaEIxMTjLLsM5u+hSOfom74R9N6NpILR5oRvH3UCkdeQfBaCeHIZnQo/oRS3if0LBw5iQ7cA0jdvoZa4cgGaoUjZmZmZmZmZmZmZmZmZmZmjcqsjepP5YrFh0XRL+HI52mBC6kvHBmKxlyVKa8V2RBfpn/CkfPoPtgE+haO3IvglinvMH0LR7aglDeGXDiyDR3ClehQvk2UilpRyvsLSnlmZmZmZmZmZmZmZmZmZmaNyOxWgIGuWIyjf8KRMfQuHLmINugOYmzXGXLhyGpy4ch5cuHIIpQWN5ILR5qpLxzZjTZ5KKFKf4dcODKeWuHIFGqFIzOJ+3LHUAPNAkI48iExtsvMzMzMzMzMzMzMzMzMzKwRmX1A9adyxeLjouBmepZnrEEln1nUF44sQk0qq4mU14KAbaBv4cgYlPI289OFI1MRsNNUE45clj53DwMrHDEzMzMzMzMzMzMzMzMzM/slM+sG/uNAVyy6iJS3FCWk5wl5Rjsq++xA8C4nF45sSR+2HN1P+wDBO4/up91F3E87hTbzfiLlHUcNNHPpv3DkDXLhyB40+mto+t4N5MKRJSg9foIO3FlUbrqXuJ/2LblwpIPehSNmZmZmZmZmZmZmZmZmZmaNxmwI1Z/KweIUChd/QSmvNf3ys6iEdD1KOCPTC+78/7H3bzFelumeP/x5gCo2CoobtBtb22Wj2KCCKBsVRJqNiDQUVBVo5uB//E4yyWQyWQcrmfiuSSZztI7WySSTSSZZo1DsVUARFBVQ2diCG9C27dYGGtstylYoeA++97Mu7//zq6oHu5z4e9f3SSqrqa6q3/187jtZ+fZ1X9cHlWqWo0S0GzXKDEPp6GaUzNag9LgQ3Q07gqCfQsCnortkKxKAqQnICbRhnxCSkPPosBxEG7GMOCx70d225YQk5MW03nIj9qNmnBaUFG9F3f9d6LDMRwfhr+jO3XG0CQ8Sh+Vo+pkFaPPMzMzMzMzMzMzMzMzMzMyaldki6j+1r0LtK4p/TWhtxAiqdenl56YP/xQBO0l0nJ8gxnZNQnC7UUL7CCW0smTzXILxcwRxKOp+34XKSY8jiHtQyaaVXDiyEYlCFhBju1ah5paHqI7tmkoIR7pQ88sdKHFeJBeOLEmftzV9/rWoGWd4Wt8r5MKRt9ABMDMzMzMzMzMzMzMzMzMza0ZmP4f+b96ehMohZwl5xq/SwgoE722ihDQMzcd9DY3H6kQlpD3AC6iks5RIeevTYhagu2FHEpQzhIHwa6L5ZQoSkZxCCbFMeQvRoXiGXDjSQhgIryaaX3YSwpF2YmzXRgR8EZHyVhPCkYnoUK1EzS/T0YH7lighTTQzMzMzMzMzMzMzMzMzM2tiZkeo/9SuWHxaFFxLzMoFQSxT3ga0QfOIsV3lAh9A98tOIDX5Z+kl5qWXWoXuft2GILagu2FvEc0vl6P0tINclb4PbWoLVeFId/p7ZcpbgzbtIXSXrEx5X6FN/g25cGQ8SnkDiHLU36F0OwRt6m5COHIFOnQvkQtHzMzMzMzMzMzMzMzMzMzMmpFZK/D3/V2xWIHA3oXgnUfgP0Qpb3H6Y8+jjbqOEI68mhY3nBCOlPBaibFdh1CZBnT3azwxtusMuvc1Gd396iLm+M6isXDkAkppB4nml1Z0D20v0Z1/JZrj+zIqU7WjzX8bHbiBaDNvI4Qj3aj8Vaa8LnTg7qcqHDEzMzMzMzMzMzMzMzMzM2tGZmep/9SuWDxRFAynnnDkNEpFd6OS02pU8nkA3f36hnxs1yPppbroXTiyFN1Je5nehSPLEfSD/DDhyFy0qU+hQzCOEI6sRYflZlQyG0r/SFrMzMzMzMzMzMzMzMzMzMx+asx2A9P6u2IxA5VcypR3J0p5F6kKRwalhb2FSk3taAN3pq8y5Y1Co71eQAmqDZVl3ifm5s5Pn1WmvNNpLVPpWTiyhlw4MoCqcGQwIRwZSQ5ve/rvy/tp7xClsoWEcGQt9YQjZmZmZmZmZmZmZmZmZmZmzcqs7lO7YnGxKNiJUt7wtOifo5T3dHrRDkI4shYlpEf54cKRMUTX+gbqCUf2ImBD0vduJBppuqkKR75Fo76mkQtHpqCUd4pcOLIINfasJoQjS9Gdvc3kwpGrwczMzMzMzMzMzMzMzMzMrKmZXdPfFYsTaaEz08K6CHnG/PQz64mU10bM232TXDiyk76FI7ekv7UB+I5cOLKanoUjk1DaOkcuHFmIUuezKK3dSMB7iRCOLENpbze5cGQ0MfrrArlwpDxwc8iFI8fNzMzMzMzMzMzMzMzMzMyamNmT1H9qB4t/SS87I32VL36U3oUjRVr4AUI4cjm5cGQZVeHIUqL5ZS25cORw+uzTNBaOTKOxcGQRSo9P01g4sgel2OWEcOQlIs3+ghCOtFIVjpxHB3IiuXDEzMzMzMzMzMzMzMzMzMysGZl9Sf3nkpq3RxHyjNeIjvPH6Fk4Uia0c6gMMwmlwpX0LBy5G0HspiocGYjKM/tR4uokhCM70Xisx+lbOHIBlbTGo01ajQ7RQ8SmPokO25T0/bNECekOeheObCPGdpmZmZmZmZmZmZmZmZmZmTUjsxeBh/v7KtRd5PKM78NbRVU4sh6lvDFoQwqU3A6gDvxlKMW9TFU4spcQjiwhF44U6eXHkQtHHkKwvqaecKQblZAO0bNwZBlKn7vSOoelnxtNCEda0OEoU96a9LfnUhWOmJmZmZmZNROz/y/wn9Lffh7438D/g/4XNjPzOTMzMzOzfxvMHqb+U7tica4oMnlGucDXuHThyMPE2K5VaFTXA1SFIxPSz16gOrarhUsXjgxK676JHy4cmY02vUx546kKR25GB28omJmZmZmZNS2zf0qM/t/PPwD/0cx8zszMzMzs3wyzEf1dsYDG8oz7uDThSIH+l6/9aMM60Aa+ijb0ckI48iYBry293Pv8MOHIQ6hhZi0/XDjyBrlwZDSNhSN/Qor4bjMzMzMzsyZmdguNn7+amc+ZmZmZmf2bYbaK+k/tisX/LgqWIGDPE/KMzrTQ1wjhSJny3iaEIx3E2K51CNgj5CnvOPWFI2PQpraSC0fa0X257SjljUQQr0Up77n0O2XKO4QOynly4cgalDRnk4/t+gJt8hzUaFOmvHFoUwem3z1ECEfMzMzMzMyakdl/Bv6Z6vOPaf1m5nNmZmZmZv82mD3R3xWLPyJ436WF3ZMWVpZ9phISvS6qwpH1xNiuxVSFIx30LBx5i1w4cjPwAUp53TQWjjxICEdKeJPQ/bRzRMobSxgIN6JGmDLlDUElsd3ooHWSC0eGEPfT3kEp7yJKebcTydjMzMzMzKwZmZ2j8fMbM/M5MzMzM7N/U8zqPrUrFv9SFHxIz/KMMuXtpHfhSCfaiI9QCjqTFj2BxsKRr4lNnYCAfUd+P62NqnCkAwlHtqGUdzV5I81mehaOLEEQP0GbegI1+0yld+HIYWIEWEHfwhEzMzMzM7OfMrPnULn8//3sQf/LnJn5nJmZmZnZ//8zGwQMqFmxqB0sThUFzxAjqJaiZpMXUDnmGjQSa3h66VfRRi1HHfNvojQ3EKW7MSjtrUN3wuaiu26fosaSU0i5fj8xtuuvKFXOIe6WfYQSWnlYNqONGI0AD0FJ7HXy5pc3CFlIOzG261miS3882oiu9HmzUMnoy7Ser9F9vAdRouxCCfNOlDgvgJmZmZmZWdMyexfdEZ6XPvvVxGxy+mwz8zkzMzMzs38bzIb091WooQjerenFV1EVjqwgF458kxZ2FP2vW/NRmltLjO1qTy+9iVw4chkq2exC8JahFLkH3Ycbln73lyiZraN34cgUBG8lSmZT0/dP0rNw5BBKfp0oPW5ByfCatMaR5MKRTrT5+9FmtpqZmZmZmTUxs3Ho/3GW/+va/wf9r26HzcznzMzMzMz+zTBbT/2ndsViXVHwcHrRDUTKa0MJaWsCdC31hCMFKs+MQR3268mFI8fQpp5ECW8G6th/it6FIwtRyWYzMbark56FI3vT2lvSz5UpbyP1hCNlyptCY+HIfDMzMzMzMzMzMzMzMzMzsyZldpgfoXl7P0pgg8jlGWupLxw5ln5mHirDrCdU6W3kwpHrCeHIKyjljSDGdu2lsXDkaRoLR84mSJPJhSOTUfPLGfoWjrRTFY50ok3dRQhH2tHmHzAzMzMzMzMzMzMzMzMzM2tiZr+g/lO7YvE/ioJjKOksQIlkHSHPWIIS1Avortcofrhw5AySiEwiF47cj+5+fT/lTaBn4UgrSmlvURWOvJrW9hgqA5WbOgiVhG4khCPnUTlpHLlwZBYa2/UFSnRfEsKRs2mNR8zMzMzMzMzMzMzMzMzMzJqUWTcwuL8rFssIecYm4u7XbWhs11pU9pmNSjqfUxWOnCIXjsxNi91ACEcWoTu9W6gKR3agDS3vfl2LGmi2UhWOPIPGZD2MSl5HyIUjU8nHdt1LCEfWEMKRBen9N6JNuZFcOLKHfGzXGyjlDSEXjpiZmZmZmZmZmZmZmZmZmTUbs0HUf2pXLCgKThD3036NEtQAeheOXIcgXoUAbkUJazka23WA6FrvoHfhyGpU8pmOGgiP01g4shIdjDGEcORpYmxXOypBvYRS3lU0Fo6UKe8QIRxpS+9eprwTVIUjn6OUN5dcOGJmZmZmZmZmZmZmZmZmZtZMzO4BFvR3xeJFcnnGuyjlXUQpbyyNhSOf0Vg4sgqBvRMlsItUhSMtKOX9jlw4siN9XU5j4cgSqsKRR8iFI6dQyptGY+HIeSLljSWEI8/St3BkJEp9283MzMzMzMzMzMzMzMzMzJqcWd2ndsXiiaJgKmpSOZEW/Wd0R2sxgrgGlWx+iRLUMLRRe8mFIzuQ5GMEIRw5gEo9AxHsW1AjzWp0H24hVeHIg+nra5TojqFGmkfJhSNjiBnF61Hp6waqwpEy5Y2isXDkfVQeu0A94chn6d9mZmZmZmZmZmZmZmZmZmbNyuzf97cg75/SVahpqGRzJr34EfoWjmwlZuU+jlLZTnLhyPUoxW2hKhxZT96lfwyVi07RWDhyL0qX59DB+CgBW4gS2maqwpGXUVnrCuoJR0CbPY7GwpGvgCfRATEzMzMzMzMzMzMzMzMzM2tGZt8CV/b3Vah/h8ohO1GZpCzZjKZ34Ug3KgtNIIQj36Ly0XRCOHKMnoUjS9MaNiF4P6N34chudB9uaPrdm9HBWJ9euIR3GB2kM6hUNIWehSOrqQpHNtCzcORqQjhiZmZmZmZmZmZmZmZmZmbWjMyuoP5zSc3bnxPyjMkoyZxNiz6MxnY9Qs/CkW0J0LUI4gikJd9OLhzZj5pNCnLhyAaUoOYSwpGVxHzhGSjlPUkuHLmADsRHNBaOjEYQL0Nju3bQt3DkPXTwLpALR9ag1PkQSsJfmpmZmZmZmZmZmZmZmZmZNSmzB4Hp/V2x2Ec0clxBGAiHoQQ1Gt3z2kwuHPkjcYdrDiEc6ULA7k9fJ4mxXRNQIvwOJbIPUWf94rSW5wnhyPfhvUY+tquE10qM7TpECEfmI3hH02efQSWxyeigdRFzfGcRqfMT1EX/KFXhyFJibJeZmZmZmZmZmZmZmZmZmVkzM9tG/ad2xeK/FgWz0PzeL2gsHFmBUt44ouN8LTG2qw1t2gtUhSOvp4VfhpLfz4j5whfRfbAxqJS0nlw4cgwB+wZt6ExCOPJX6gtHRqPml+HogL1KLhzZhw5AS1r3TSjBPoPKSL8lUt5adMjMzMzMzMzMzMzMzMzMzMyamdl/7O+KxUB092sPjeUZg4mU9w5KeQXVsV3n0d2vu8mFI9PQ/bRT6O7XMdRAMxfB24BS3i1UhSPXkQtHdqH7ch1cmnDkaPrs06gENYV8bNc96CB+hyB/jBpoFiRGmwjhyJLExMzMzMzMzMzMzMzMzMzMrFmZdVL/qV2x+Lgo+lU4chm6c7abvoUjbyNgBVXhyOkE4W7ysV0zaCwcWYAOQhe6n3YrKkcNRuWk/fztwpHF5Kp0MzMzMzMzMzMzMzMzMzOzZmQ2HqC/KxY3ofQ2NC3sDaryjJfSy3SkF3kXJZ4LaDNuJ1LeGbSZ91IVjjyI4HYhsHegBAZV4UgruXCkE5V9dhDCkWWEcGRLeukl6W98gOCfQ/fT7kIHaBVKmjNQqew4aqr5ApWqZiPgq8mFIwNRGeod4n6amZmZmZmZmZmZmZmZmZlZMzJ7m/pP7WDxPtqIZQj08wj8Nei+1lXppV9EqagTbcT+9JItqGQzBqWqru+9+N0ofT1FLgkpk9nR9DOPos1bg9Ldr9CGD0DNJvvRRixHG7EtrenK9L3rUJp8Dh2mdqL5ZU16z9+iZHaEmCs8Bx2OL9P3Pkv/noPS7ipibNdi1PyyAd1VMzMzMzMzMzMzMzMzMzMza1Zma6n/1L4K9d+LggVEI8cq1NzyELq39RX1hCMX0aYcRGO7lqCEthVt6rVoU4eje2WvkAtH3kIHYACxqR8Sd93moS79TxGwk2hs1wPkwpFJCOJ5Yr7wWKLM9Rza1NHoQA2lsXBkN9rsVnQgbkKpdmN6VzMzMzMzMzMzMzMzMzMzs2Zm9vf9fRXqLLoTdohcnrEV3c+6mlw4sp1oNhlNLhxZRAhHVqM0VML7KzHHd3r6+pYoIU1EJaSzCHyZ8pag+2qbUMnmemJs13YCXidKeXtRCWlo+t0y5a1PUBag+3SH02efQQ06k9GBW4nu4U1J3z9FLhz5LdpgMzMzMzMzMzMzMzMzMzOzZmXWRv2ndsXinaJgIwK2kL6FI1+lBc4ixnYdQXfL5qcXXU8uHBmCNnU3IRy5AgF8CaW8x8iFI6B7cmXK25A+bx71hCMTiS791ehg3JbesQVt6ltE88vlKOXtJE95e+lZOGJmZmZmZmZmZmZmZmZmZtaMzH4J/d+8PR7dB7uASiIHqQpH9hKd5lcSwpGh6QVuQBKQzaghZGF64T+i0s15cuFICe9+lPJOkgtH5hEa8g8J4UhBCEeuo3fhyD5COLKYXDgCIRw5gjbpDCEcOU7PwpGPCeGImZmZmZmZmZmZmZmZmZlZMzL7E/Wf2hWLw0XBaEKecY58bNdaehaO3IvgnkXJ7wj9KxzZmNbYTp7yTiOIk4ixXcdRyptJCEc+RZs6n8bCkcHpnfcTKW84ly4cMTMzMzMzMzMzMzMzMzMzayZmBfAP/V2x6CKXZxTp5d+jb+HIbkI40k5j4chtxNiuc+iO1yTqCUfmkQtHfoXuvA1Cm7kflZo60AbuJBeOjEKjvbai1NlGLhy5gDboDiLlnUYlqKk0Fo6coyocMTMzMzMzMzMzMzMzMzMzayZm9SKFntoViyeKgmEoad2YFrgO3U9rQ2Wl8n7atyjNTSMXjkxBd79OkQtHFqHNWJ3+7s2EcGQz2tTrCOHILpTyhqf1/JyehSNrUSnnUVSOKlPe1/QtHFmJUt4YotN/AypHlSlvBFXhyCiU8jajg2dmZmZmZmZmZmZmZmZmZtaMzH4H3N3fFYs5KHWtRinvNpTKBqIGmHfpWziymxCOdKKU9y5KiRfQZtyeXnwdVeFIFxKOTEMzgU9RXzjyPCEc6aCecGQpasL5PSEceQQlyjLlnaIqHPkczSj+jZmZmZmZmZmZmZmZmZmZWZMzq/vUDhb30bM84zzRDX8juXBkL7qntRxtyKtoI8pkdgMq6zyDYLURY7u6UHqcT4zteiq97IPp5csXP5pefAG5cGQMgl6gw3IA3WNbTghHdtJYODKMEI4cTH+zQHfUxqGxXStQCWkOVeHINDMzMzMzMzMzMzMzMzMzsyZm9in1n9pXob4qCkagEs42Ll04Ui7wSQRuSvr+Wapju6CxcGQbMbbrMS5NOPJ7VPI5h0pXk9B9thU0Fo58RmjOu4mxXWPRJgxEJa39VIUju9DYrsfRwTMzMzMzMzMzMzMzMzMzM2tGZpcB/6m/r0L9H9TIMYWQZ6whUt5CqsKRDtR9vxWlvKuJbvhdacGXEcKRA2jGbiu5cGRNAjGX6tiu6Qjet8TYrolUhSNj0IYUKLkdIIQjw8gNhJ2ohLQHNcoMIReObEh/5xGqwpFZidHXaY1mZmZmZmZmZmZmZmZmZmbNyuwE9Z9Lat4eScgz9qUFDiLGdr3HpQtHJqMEdYZIeePTCw7g/75w5H5UkjpBLhyZl95rFfnYrhYaC0deQXfdrjAzMzMzMzMzMzMzMzMzM2tSZjuAmf1dsZhMLs+4lyj7rEWwf03PwpEWJBzZRy4ceYNcODIadcNvprFwpBttWpnyuhC8+1DKO0nfwpFFKJ1toSoc2UHvwpE2ZCB8HyVZaCwcedDMzMzMzMzMzMzMzMzMzKzJmc2k/lO7YtFdFJk8Y/n3Fvg89YQjaxCk35CP7foCbfKc9AJPkQtHBqbfPUSM7RqWPnc3IRwZiQBuQ0DLlPc2IRzpIMZ2rUuf9whqkjlGjO16AIH8hnxs1yPoIHQRY7sWow16hhCOLEVju8zMzMzMzMzMzMzMzMzMzJqZ2cj+rlic49KFIwPSy79LpLzBqLyzm6pwZDshHLmBEI5cRClvLCEc+Q6lvEnEZn6T1jedGNt1jBCOXKQ6tmsQSnlvoZTXTghHdhIpb1T6mRfIhSMfoKacbpTy7uRvk7SYmZmZmZmZmZmZmZmZmZn9VJitoP5Tu2LxP4viX+UZL6LySln+GYUaWTaj+2LLEPRD6aW7yYUjq9F9r7kIWgnxc6rCkcMo5ZWlntWEcGQpSnmbCeFIZ1rXThoLR55Gh+P7KW8tPQtHHkxfXxObOgEdsnNEyrs1vWMrjYUjZmZmZmZmZmZmZmZmZmZmzcjsif6uWBxOAE6mRd1PLs+YREj0VqGUNxalskGoAeYdtDntCN6LwOtUhSMvEsKRG4jRX93kwpES3hxCOLIyrWsaKvuUKe8v5KO/1hEpr42YUfwm0Vk/HB22V6mmvOdRyluKmnA+QPC/Q6Wlu4hkbGZmZmZmZmZmZmZmZmZm1ozMJlD/qR0sbkfhYiUqIc0ml2d8nv49h2g2+YRIZudRsjpECEdaUclmL7lwZAfaiPLFf0EuHFlMLhw5Ty4cWYE2YgY9C0fOok38A0p57Sg9biTGdi1HJaQXCeHIMpQi91AVjhxKf7NAh2+cmZmZmZmZmZmZmZmZmZlZEzNbRP2n9lWos0XBZmIEVSfqen8lLfAKqsKRlvRzN5Frzh8lxnatRgntIWJTn0Jlmin0LBwpUJo6SC4c2Zo+/1pCOPIa0aX/GD0LRz5EZa5zhHDkL2gDT6Lml+moY/8plCbvRgevm1w4UqZaMzMzMzMzMzMzMzMzMzOzZmZ2WX9fhWpB5ZDxCUYXAW8KjYUjp6kKR7pRCalMee1UhSOd5MKRYej+2A2EcGQQmrlbprw19CwceYAwEK5CYCcSwpH1RMprIxeO/AwlumGEgXAEMbZrL30LR8zMzMzMzMzMzMzMzMzMzJqR2RrqP7UrFiuKgoUoQW2ksXDkVQTvMVQGKhc4CJVgbiSEI+dRaWUcVeHIfWgzV6C0NxmVqc4SY7vGE13661DKuzmBGII29Q1ibNeVNBaOHECpFRoLRx5GCe4vaAO/QRs6gzzlTaRn4YiZmZmZmZmZmZmZmZmZmVkzMvuIH6F5+xC6T3YxLewOqsKRqeRju+5FUL9DkD9GXfQL0t95llw40oog7SEf2/UGSlZDyIUjm9ILLETCkT+RC0fupm/hyF30LBwZgEpL+9GGdaANfJWehSMtxNiu983MzMzMzMzMzMzMzMzMzJqY2S3Uf2pXLP5XUfBnGsszRhNju16mKhx5EyWoVkI4UpajzpMLR9YiYL8hUt5K1EgzGZWFzhBju36NUucAeheOXIcgXkUuHFlOjO16Nr1rBz++cMTMzMzMzMzMzMzMzMzMzOynzqwABvV3xaKDnuUZRxOA04Rw5Bsi5d2NoJ4jhCNjUcPLAHLhSFn22Y7gjSTGdu0hF46MTr+3id6FI/eglFeWfaamdZ4i7qfdQc/CkRbU6f87+k84YmZmZmZmZmZmZmZmZmZm9lNnVi9S6KldsaAoOE2e8pamBW4ghCMdKOVto55w5H20MRfoH+EI6EC8D/ySmC+8KX3+dQjYVfQtHOlEG/FRWs9ZtNET6F048hd0P+1RdBDMzMzMzMzMzMzMzMzMzMyakdmdwJK6caFusNhUFMxGCW0NMYJqESqRbEYbMTq9UJnQXkdjux5D3fFvELKQdmJsV1myWUCM7epCGz8LlYy+Ap5MLzsNlWzOoLLSkfTi89GGPkOM7VqKmm22ontj16T1jCBkIcNQCelnqMy1BaXaxejA/Z4wLs5FB/MYOgSnUFq8Dx2cp9Ds4XsIwYqZmZmZmZmZmZmZmZmZmVmzMfuUH6F5eze62zWUXJ6xjmg2GUdVODIFdcGXd8qmpu+fRInpEyKZddO7cORqBGokSmYvoe79TrT5+9FmtpILR1YRZa4J6FCtJBeOfEMuHHkEbfBadC+tTLOgpHgAbdhyQjiyCx24ZYRwxMzMzMzMzMzMzMzMzMzMrFmZXU/9p3bF4p+Lgi9RqpmLEtTqtMDbULPJIEI4MhrBGYbS0w5y4cheouO8E6W89xDECzQWjsxEqe5LQjgyGaW/swjiYXoWjrShVLkNBaVrEcQrUPPLdnLhyH40+7dA9+TG0Fg4cix99gmkhZ+R/vOTxNguMzMzMzMzMzMzMzMzMzOzZmN2hh9BkPcY+QiqwVTHdhUoFY1DKWlVgjMTwfoalYK+JOCVCeoTdBdtIT0LR7ahzbsKbVwJ72W02UvR5h9ACayFXDiyFm3wHEI40oWS3f3kwpFjKAnOQ6Wr9eTCEVDaPYA2rDxwr6CUN5zq2C4zMzMzMzMzMzMzMzMzM7NmYjaU+s8lNW8fJ+6n3UXc/erihwtH9qWXaSHGdh1E98nOp79Xpry1CNIs6glHxhFd+usI4UgbAvYCVeHI66gENIxIeW8TXfrt5MKRM2gGcpnyvr+pMwnhiJmZmZmZmZmZmZmZmZmZWbMxmwbM7u+KxS4EsgOlvN+hlDeIPOU9Q8/CkRnoftpxYmzXPQjqd8TYrtsRPNLLv0eM7RpMfeHIO6iMVaS/dxsxtuscIRz5nBCOTEMp7xSR8u4kSmUbyIUjA9F9uf3EXOFhqExmZmZmZmZmZmZmZmZmZmbW7MzqPrUrFv9YFExHKe849YUjTxNju9pR1/pLKOVdhVJVWY56Lv3OcgT9ECEcaSPGdq1BKW82glZC/Bxt8hzUaLMCHYJfE8KR1eiw3EzvwpFdqEx1Oblw5Bm0qR3kwpHTaKMnotFcq1GZzMzMzMzMzMzMzMzMzMzMrJmZ/Yf+rlgMQYllR1rYMnJ5xgCqwpHzhHCkTHmniDFW3095k5Bw5Hz6uY8J4chAdD/tXUKVPgRt5m4i5Y1M/96OUmAHuXDkAtqMsfQtHJmG5vieJheOPJx4rCeEI4vQ4Xkepd7r02dfbmZmZmZmZmZmZmZmZmZm1sTMHqP+U7ticbQo6EIpbyYhz1iJSisT6V04sh6loxsI4chWNGLrasLytxcBG0pj4cgSVFb6M4JzAjWjTEHpbmX6v9NQqecE0Vk/DqXOi+TCkY70eZuoCkd2oJQ3ghCOHECHbFD63VvoWThiZmZmZmZmZmZmZmZmZmbWzMyK/hbkURQcJeQZ01EDzAly4chslNDWpIXdnhY1gMbCkZdRF/wVVIUjreklbyIXjjyKgH5CdOnP4tKEIxcRyIOEcKQFHYy9qAnncZRkd5ILR65HKW4LlyYcMTMzMzMzMzMzMzMzMzMzayZms4F7+/sq1Nvk8oyXaCwc2YKS0lJUQjqYFjaAgHc4QTmDSkWTaSwcOUVVOHKeXDjSQQhH9qFNXEYIR7YTDTqjCeFIS/p7t5ILR+YRwpEVqPllBjp036Lkegw1yMxP77COEI4sSbw2mZmZmZmZmZmZmZmZmZmZNTmzjdR/alcs/ltRMC99eFlC+hZ1m88gxnZ9ln5mDirzrCJU6QtRqWVTglGWkIahsV07+duEI6dRyptKz8KRFSjl3cGlCUdGEMKRYdQXjpiZmZmZmZmZmZmZmZmZmTUzs//c3xWL7vRhB1DK60Qp75W0uBGEcKSE15pe6u9QGnuaEI6MTzDKss9M+haOfIy64R9N69lILhxpRfD2URWOvILgtRPCkc3oUPwWpbw/0rNw5AQ6cA8gdfsqqsKRDVSFI2ZmZmZmZmZmZmZmZmZmZs3KrIP6T+2Kxe+L4pKEI5+mBc6nsXBkMBpzVaa8dmRDfJlLE46cQ/fBxtG3cOReBLdMeYfpWziyBaW8UeTCkW3oEC5Hh/JtolTUjlLeH1DKMzMzMzMzMzMzMzMzMzMza0ZmtwL0d8ViDJcmHBlF78KRC2iD7iDGdp0mF46sJBeOnCMXjixAaXEjuXCklcbCkd1okwcTqvR3yIUjY6kKRyZRFY5MJ+7LHUMNNPMI4cjvibFdZmZmZmZmZmZmZmZmZmZmzcjsA+o/tSsWHxUFN9OzPGMVKvnMoLFwZAFqUllJpLw2BGwDfQtHRqGUt5m/XTgyGQE7RT3hyGXpc/fQv8IRMzMzMzMzMzMzMzMzMzOznzKzbuC/9HfFYg2R8hajhPQ8Ic/oRGWfHQje5eTCkS3pw5ai+2kfIHjn0P20u4j7aSfRZt5PpLzPUQPNbC5dOPIGuXBkDxr9NTh97wZy4cgilB7/iA7cGVRuupe4n/YNuXCki96FI2ZmZmZmZmZmZmZmZmZmZs3GbBD1n9rB4iQKF39AKa89/fKzqIR0PUo4w9ML7kSlmuUoEe1GjTLDUDq6GSWzNSg9LkR3w44g6KcQ8KnoLtmKBGBqAnICbdgnhCTkPDosB9FGLCMOy150t205IQl5Ma233Ij9qBmnBSXFW1H3fxc6LPPRQfgrunN3HG3Cg8RhOZp+ZgHaPDMzMzMzMzMzMzMzMzMzs2Zltoj6T+2rUPuK4l8TWhsxgmpdevm56cM/RcBOEh3nJ4ixXZMQ3G6U0D5CCa0s2TyXYPwcQRyKut93oXLS4wjiHlSyaSUXjmxEopAFxNiuVai55SGqY7umEsKRLtT8cgdKnBfJhSNL0udtTZ9/LWrGGZ7W9wq5cOQtdADMzMzMzMzMzMzMzMzMzMyakdnPof+btyehcshZQp7xq7SwAsF7myghDUPzcV9D47E6UQlpD/ACKuksJVLe+rSYBehu2JEE5QxhIPyaaH6ZgkQkp1BCLFPeQnQoniEXjrQQBsKrieaXnYRwpJ0Y27URAV9EpLzVhHBkIjpUK1Hzy3R04L4lSkgTzczMzMzMzMzMzMzMzMzMmpjZEeo/tSsWnxYF1xKzckEQy5S3AW3QPGJsV7nAB9D9shNITf5Zeol56aVWobtftyGILehu2FtE88vlKD3tIFel70Ob2kJVONKd/l6Z8tagTXsI3SUrU95XaJN/Qy4cGY9S3gCiHPV3KN0OQZu6mxCOXIEO3UvkwhEzMzMzMzMzMzMzMzMzM7NmZNYK/H1/VyxWILB3IXjnEfgPUcpbnP7Y82ijriOEI6+mxQ0nhCMlvFZibNchVKYB3f0aT4ztOoPufU1Gd7+6iDm+s2gsHLmAUtpBovmlFd1D20t051+J5vi+jMpU7Wjz30YHbiDazNsI4Ug3Kn+VKa8LHbj7qQpHzMzMzMzMzMzMzMzMzMzMmpHZWeo/tSsWTxQFw6knHDmNUtHdqOS0GpV8HkB3v74hH9v1SHqpLnoXjixFd9JepnfhyHIE/SA/TDgyF23qU+gQjCOEI2vRYbkZlcyG0j+SFjMzMzMzMzMzMzMzMzMzs58as93AtP6uWMxAJZcy5d2JUt5FqsKRQWlhb6FSUzvawJ3pq0x5o9BorxdQgmpDZZn3ibm589NnlSnvdFrLVHoWjqwhF44MoCocGUwIR0aSw9ue/vvyfto7RKlsISEcWUs94YiZmZmZmZmZmZmZmZmZmVmzMqv71K5YXCwKdqKUNzwt+uco5T2dXrSDEI6sRQnpUX64cGQM0bW+gXrCkb0I2JD0vRuJRppuqsKRb9Gor2nkwpEpKOWdIheOLEKNPasJ4chSdGdvM7lw5GowMzMzMzMzMzMzMzMzMzNrambX9HfF4kRa6My0sC5CnjE//cx6IuW1EfN23yQXjuykb+HILelvbQC+IxeOrKZn4cgklLbOkQtHFqLU+SxKazcS8F4ihCPLUNrbTS4cGU2M/rpALhwpD9wccuHIcTMzMzMzMzMzMzMzMzMzsyZm9iT1n9rB4l/Sy85IX+WLH6V34UiRFn6AEI5cTi4cWUZVOLKUaH5ZSy4cOZw++zSNhSPTaCwcWYTS49M0Fo7sQSl2OSEceYlIs78ghCOtVIUj59GBnEguHDEzMzMzMzMzMzMzMzMzM2tGZl9S/7mk5u1RhDzjNaLj/DF6Fo6UCe0cKsNMQqlwJT0LR+5GELupCkcGovLMfpS4OgnhyE40Hutx+haOXEAlrfFok1ajQ/QQsalPosM2JX3/LFFCuoPehSPbiLFdZmZmZmZmZmZmZmZmZmZmzcjsReDh/r4KdRe5POP78FZRFY6sRylvDNqQAiW3A6gDfxlKcS9TFY7sJYQjS8iFI0V6+XHkwpGHEKyvqScc6UYlpEP0LBxZhtLnrrTOYennRhPCkRZ0OMqUtyb97blUhSNmZmZmZmZmZmZmZmZmZmbNxOxh6j+1KxbniiKTZ5QLfI1LF448TIztWoVGdT1AVTgyIf3sBapju1q4dOHIoLTum/jhwpHZaNPLlDeeqnDkZnTwhoKZmZmZmZmZmZmZmZmZmVlTMxvR3xULaCzPuI9LE44UqLS0H21YB9rAV9GGXk4IR94k4LWll3ufHyYceQg1zKzlhwtH3iAXjoymsXDkT0gR321mZmZmZmZmZmZmZmZmZtbEzFZR/6ldsfjfRcESBOx5Qp7RmRb6GiEcKVPe24RwpIMY27UOAXuEPOUdp75wZAza1FZy4Ug7ui+3HaW8kQjitSjlPZd+p0x5h9BBOU8uHFmDkuZs8rFdX6BNnoMabcqUNw5t6sD0u4cI4YiZmZmZmZmZmZmZmZmZmVmzMnuivysWf0TwvksLuyctrCz7TCUkel1UhSPribFdi6kKRzroWTjyFrlw5GbgA5TyumksHHmQEI6U8Cah+2nniJQ3ljAQbkSNMGXKG4JKYrvRQeskF44MIe6nvYNS3kWU8m4nkrGZmZmZmZmZmZmZmZmZmVmzMqv71K5Y/EtR8CE9yzPKlLeT3oUjnWgjPkIp6Exa9AQaC0e+JjZ1AgL2Hfn9tDaqwpEOJBzZhlLe1eSNNJvpWTiyBEH8BG3qCdTsM5XehSOHiRFgBX0LR8zMzMzMzMzMzMzMzMzMzH7KzAYBA2pWLGoHi1NFwTPECKqlqNnkBVSOuQaNxBqeXvpVtFHLUcf8myjNDUTpbgxKe+vQnbC56K7bp6ix5BRSrt9PjO36K0qVc4i7ZR+hhFYels1oI0YjwENQEnudvPnlDUIW0k6M7XqW6NIfjzaiK33eLFQy+jKt52t0H+9BlCi7UMK8EyXOC2BmZmZmZmZmZmZmZmZmZtbUzIb091WooQjerenFV1EVjqwgF458kxZ2FN07m4/S3FpibFd7eulN5MKRy1DJZheCtwylyD3oPtyw9Lu/RMlsHb0LR6YgeCtRMpuavn+SnoUjh1Dy60TpcQtKhtekNY4kF450os3fjzaz1czMzMzMzMzMzMzMzMzMrImZraf+U7tisa4oeDi96AYi5bWhhLQ1AbqWesKRApVnxqAO+/XkwpFjaFNPooQ3A3XsP0XvwpGFqGSzmRjb1UnPwpG9ae0t6efKlLeResKRMuVNobFwZL6ZmZmZmZmZmZmZmZmZmVmTMjvMj9C8vR8lsEHk8oy11BeOHEs/Mw+VYdYTqvQ2cuHI9YRw5BWU8kYQY7v20lg48jSNhSNnE6TJ5MKRyaj55Qx9C0faqQpHOtGm7iKEI+1o8w+YmZmZmZmZmZmZmZmZmZk1MbNfUP+pXbH4H0XBMZR0FqBEso6QZyxBCeoFdNdrFD9cOHIGSUQmkQtH7kd3v76f8ibQs3CkFaW0t6gKR15Na3sMlYHKTR2ESkI3EsKR86icNI5cODILje36AiW6LwnhyNm0xiNmZmZmZmZmZmZmZmZmZmZNyqwbGNzfFYtlhDxjE3H36zY0tmstKvvMRiWdz6kKR06RC0fmpsVuIIQji1AzzBaqwpEdaEPLu1/XogaarVSFI8+gMVkPo5LXEXLhyFTysV33EsKRNYRwZEF6/41oU24kF47sIR/b9QZKeUPIhSNmZmZmZmZmZmZmZmZmZmbNxmwQ9Z/aFQuKghPE/bRfowQ1gN6FI9chiFchgFtRwlqOxnYdILrWO+hdOLIalXymo7Fdx2ksHFmJDsYYQjjyNDG2qx2VoF5CKe8qGgtHypR3iBCOtKV3L1PeCarCkc9RyptLLhwxMzMzMzMzMzMzMzMzMzNrJmb3AAv6u2LxIrk8412U8i6ilDeWxsKRz2gsHFmFwN6JEthFqsKRFpTyfkcuHNmRvi6nsXBkCVXhyCPkwpFTKOVNo7Fw5DyR8sYSwpFn6Vs4MhKlvu1mZmZmZmZmZmZmZmZmZmZNzqzuU7ti8URRMBU1qZxIi/4zuqO1GEFcg0o2v0QJahjaqL3kwpEdSPIxghCOHEClnoEI9i2okWY1ug+3kKpw5MH09TVKdMdQI82j5MKRMcSM4vWo9HUDVeFImfJG0Vg48j4qj12gnnDks/RvMzMzMzMzMzMzMzMzMzOzZmX27/tbkPdP6SrUNFSyOZNe/Ah9C0e2ErNyH0epbCe5cOR6lOK2UBWOrCfv0j+GykWnaCwcuRely3PoYHyUgC1ECW0zVeHIy6isdQX1hCOgzR5HY+HIV8CT6ICYmZmZmZmZmZmZmZmZmZk1I7NvgSv7+yrUv0PlkJ2oTFKWbEbTu3CkG5WFJhDCkW9R+Wg6IRw5Rs/CkaVpDZsQvJ/Ru3BkN7oPNzT97s3oYKxPL1zCO4wO0hlUKppCz8KR1VSFIxvoWThyNSEcMTMzMzMzMzMzMzMzMzMza0ZmV1D/uaTm7c8JecZklGTOpkUfRmO7HqFn4ci2BOhaBHEE0pJvJxeO7EfNJgW5cGQDSlBzCeHISmK+8AyU8p4kF45cQAfiIxoLR0YjiJehsV076Fs48h46eBfIhSNrUOp8CCXhL83MzMzMzMzMzMzMzMzMzJqU2YPA9P6uWOwjGjmuIAyEw1CCGo3ueW0mF478kbjDNYcQjnQhYPenr5PE2K4JKBF+hxLZh6izfnFay/OEcOT78F4jH9tVwmslxnYdIoQj8xG8o+mzz6CS2GR00LqIOb6ziNT5Ceqif5SqcGQpMbbLzMzMzMzMzMzMzMzMzMysmZlto/5Tu2LxX4uCWWh+7xc0Fo6sQClvHNFxvpYY29WGNu0FqsKR19PCL0PJ72fEfOGL6D7YGFRKWk8uHDmGgH2DNnQmIRz5K/WFI6NR88twdMBeJReO7EMHoCWt+yaUYJ9BZaTfEilvLTpkZmZmZmZmZmZmZmZmZmZmzczsP/Z3xWIguvu1h8byjMFEynsHpbyC6tiu8+ju193kwpFp6H7aKXT36xhqoJmL4G1AKe8WqsKR68iFI7vQfbkOLk04cjR99mlUgppCPrbrHnQQv0OQP0YNNAsSo02EcGRJYmJmZmZmZmZmZmZmZmZmZtaszDqp/9SuWHxcFP0qHLkM3TnbTd/CkbcRsIKqcOR0gnA3+diuGTQWjixAB6EL3U+7FZWjBqNy0n7+duHIYnJVupmZmZmZmZmZmZmZmZmZWTMyGw/Q3xWLm1B6G5oW9gZVecZL6WU60ou8ixLPBbQZtxMp7wzazHupCkceRHC7ENg7UAKDqnCklVw40onKPjsI4cgyQjiyJb30kvQ3PkDwz6H7aXehA7QKJc0ZqFR2HDXVfIFKVbMR8NXkwpGBqAz1DnE/zczMzMzMzMzMzMzMzMzMrBmZvU39p3aweB9txDIE+nkE/hp0X+uq9NIvolTUiTZif3rJFlSyGYNSVdf3XvxulL6eIpeElMnsaPqZR9HmrUHp7ldowwegZpP9aCOWo43YltZ0ZfredShNPocOUzvR/LImvedvUTI7QswVnoMOx5fpe5+lf89BaXcVMbZrMWp+2YDuqpmZmZmZmZmZmZmZmZmZmTUrs7XUf2pfhfrvRcECopFjFWpueQjd2/qKesKRi2hTDqKxXUtQQtuKNvVatKnD0b2yV8iFI2+hAzCA2NQPibtu81CX/qcI2Ek0tusBcuHIJATxPDFfeCxR5noObepodKCG0lg4shttdis6EDehVLsxvauZmZmZmZmZmZmZmZmZmVkzM/v7/r4KdRbdCTtELs/Yiu5nXU0uHNlONJuMJheOLCKEI6tRGirh/ZWY4zs9fX1LlJAmohLSWQS+THlL0H21Tahkcz0xtms7Aa8Tpby9qIQ0NP1umfLWJygL0H26w+mzz6AGncnowK1E9/CmpO+fIheO/BZtsJmZmZmZmZmZmZmZmZmZWbMya6P+U7ti8U5RsBEBW0jfwpGv0gJnEWO7jqC7ZfPTi64nF44MQZu6mxCOXIEAvoRS3mPkwhHQPbky5W1InzePesKRiUSX/mp0MG5L79iCNvUtovnlcpTydpKnvL30LBwxMzMzMzMzMzMzMzMzMzNrRma/hP5v3h6P7oNdQCWRg1SFI3uJTvMrCeHI0PQCNyAJyGbUELIwvfAfUenmPLlwpIR3P0p5J8mFI/MIDfmHhHCkIIQj19G7cGQfIRxZTC4cgRCOHEGbdIYQjhynZ+HIx4RwxMzMzMzMzMzMzMzMzMzMrBmZ/Yn6T+2KxeGiYDQhzzhHPrZrLT0LR+5FcM+i5HeE/hWObExrbCdPeacRxEnE2K7jKOXNJIQjn6JNnU9j4cjg9M77iZQ3nEsXjpiZmZmZmZmZmZmZmZmZmTUTswL4h/6uWHSRyzOK9PLv0bdwZDchHGmnsXDkNmJs1zl0x2sS9YQj88iFI79Cd94Goc3cj0pNHWgDd5ILR0ah0V5bUepsIxeOXEAbdAeR8k6jEtRUGgtHzlEVjpiZmZmZmZmZmZmZmZmZmTUTs3qRQk/tisUTRcEwlLRuTAtch+6ntaGyUnk/7VuU5qaRC0emoLtfp8iFI4vQZqxOf/dmQjiyGW3qdYRwZBdKecPTen5Oz8KRtaiU8ygqR5Up72v6Fo6sRClvDNHpvwGVo8qUN4KqcGQUSnmb0cEzMzMzMzMzMzMzMzMzMzNrRma/A+7u74rFHJS6VqOUdxtKZQNRA8y79C0c2U0IRzpRynsXpcQLaDNuTy++jqpwpAsJR6ahmcCnqC8ceZ4QjnRQTziyFDXh/J4QjjyCEmWZ8k5RFY58jmYU/8bMzMzMzMzMzMzMzMzMzKzJmdV9ageL++hZnnGe6Ia/kVw4shfd01qONuRVtBFlMrsBlXWeQbDaiLFdXSg9zifGdj2VXvbB9PLlix9NL76AXDgyBkEv0GE5gO6xLSeEIztpLBwZRghHDqa/WaA7auPQ2K4VqIQ0h6pwZJqZmZmZmZmZmZmZmZmZmVkTM/uU+k/tq1BfFQUjUAlnG5cuHCkX+CQCNyV9/yzVsV3QWDiyjRjb9RiXJhz5PSr5nEOlq0noPtsKGgtHPiM0593E2K6xaBMGopLWfqrCkV1obNfj6OCZmZmZmZmZmZmZmZmZmZk1I7PLgP/U31eh/g9q5JhCyDPWEClvIVXhSAfqvt+KUt7VRDf8rrTgywjhyAE0Y7eVXDiyJoGYS3Vs13QE71tibNdEqsKRMWhDCpTcDhDCkWHkBsJOVELagxplhpALRzakv/MIVeHIrMTo67RGMzMzMzMzMzMzMzMzMzOzZmV2gvrPJTVvjyTkGfvSAgcRY7ve49KFI5NRgjpDpLzx6QUH8H9fOHI/KkmdIBeOzEvvtYp8bFcLjYUjr6C7bleYmZmZmZmZmZmZmZmZmZk1KbMdwMz+rlhMJpdn3EuUfdYi2L+mZ+FICxKO7CMXjrxBLhwZjbrhN9NYONKNNq1MeV0I3n0o5Z2kb+HIIpTOtlAVjuygd+FIGzIQvo+SLDQWjjxoZmZmZmZmZmZmZmZmZmbW5MxmUv+pXbHoLopMnrH8ewt8nnrCkTUI0m/Ix3Z9gTZ5TnqBp8iFIwPT7x4ixnYNS5+7mxCOjEQAtyGgZcp7mxCOdBBju9alz3sENckcI8Z2PYBAfkM+tusRdBC6iLFdi9EGPUMIR5aisV1mZmZmZmZmZmZmZmZmZmbNzGxkf1csznHpwpEB6eXfJVLeYFTe2U1VOLKdEI7cQAhHLqKUN5YQjnyHUt4kYjO/SeubToztOkYIRy5SHds1CKW8t1DKayeEIzuJlDcq/cwL5MKRD1BTTjdKeXfyt0lazMzMzMzMzMzMzMzMzMzMfirMVlD/qV2x+J9F8a/yjBdReaUs/4xCjSyb0X2xZQj6ofTS3eTCkdXovtdcBK2E+DlV4chhlPLKUs9qQjiyFKW8zYRwpDOtayeNhSNPo8Px/ZS3lp6FIw+mr6+JTZ2ADtk5IuXdmt6xlcbCETMzMzMzMzMzMzMzMzMzs2Zk9kR/VywOJwAn06LuJ5dnTCIkeqtQyhuLUtkg1ADzDtqcdgTvReB1qsKRFwnhyA3E6K9ucuFICW8OIRxZmdY1DZV9ypT3F/LRX+uIlNdGzCh+k+isH44O26tUU97zKOUtRU04HyD436HS0l1EMjYzMzMzMzMzMzMzMzMzM2tGZhOo/9QOFrejcLESlZBmk8szPk//nkM0m3xCJLPzKFkdIoQjrahks5dcOLIDbUT54r8gF44sJheOnCcXjqxAGzGDnoUjZ9Em/gGlvHaUHjcSY7uWoxLSi4RwZBlKkXuoCkcOpb9ZoMM3zszMzMzMzMzMzMzMzMzMrImZLaL+U/sq1NmiYDMxgqoTdb2/khZ4BVXhSEv6uZvINeePEmO7VqOE9hCxqU+hMs0UehaOFChNHSQXjmxNn38tIRx5jejSf4yehSMfojLXOUI48he0gSdR88t01LH/FEqTd6OD100uHClTrZmZmZmZmZmZmZmZmZmZWTMzu6y/r0K1oHLI+ASji4A3hcbCkdNUhSPdqIRUprx2qsKRTnLhyDB0f+wGQjgyCM3cLVPeGnoWjjxAGAhXIbATCeHIeiLltZELR36GEt0wwkA4ghjbtZe+hSNmZmZmZmZmZmZmZmZmZmbNyGwN9Z/aFYsVRcFClKA20lg48iqC9xgqA5ULHIRKMDcSwpHzqLQyjqpw5D60mStQ2puMylRnibFd44ku/XUo5d2cQAxBm/oGMbbrShoLRw6g1AqNhSMPowT3F7SB36ANnUGe8ibSs3DEzMzMzMzMzMzMzMzMzMysGZl9xI/QvH0I3Se7mBZ2B1XhyFTysV33IqjfIcgfoy76BenvPEsuHGlFkPaQj+16AyWrIeTCkU3pBRYi4cifyIUjd9O3cOQuehaODEClpf1owzrQBr5Kz8KRFmJs1/tmZmZmZmZmZmZmZmZmZmZNzOwW6j+1Kxb/qyj4M43lGaOJsV0vUxWOvIkSVCshHCnLUefJhSNrEbDfEClvJWqkmYzKQmeIsV2/RqlzAL0LR65DEK8iF44sJ8Z2PZvetYMfXzhiZmZmZmZmZmZmZmZmZmb2U2dWAIP6u2LRQc/yjKMJwGlCOPINkfLuRlDPEcKRsajhZQC5cKQs+2xH8EYSY7v2kAtHRqff20TvwpF7UMoryz5T0zpPEffT7qBn4UgL6vT/Hf0nHDEzMzMzMzMzMzMzMzMzM/upM6sXKfTUrlhQFJwmT3lL0wI3EMKRDpTytlFPOPI+2pgL9I9wBHQg3gd+ScwX3pQ+/zoE7Cr6Fo50oo34KK3nLNroCfQuHPkLup/2KDoIZmZmZmZmZmZmZmZmZmZmzcjsTmBJ3bhQN1hsKgpmo4S2hhhBtQiVSDajjRidXqhMaK+jsV2Poe74NwhZSDsxtqss2SwgxnZ1oY2fhUpGXwFPppedhko2Z1BZ6Uh68floQ58hxnYtRc02W9G9sWvSekYQspBhqIT0M1Tm2oJS7WJ04H5PGBfnooN5DB2CUygt3ocOzlNo9vA9hGDFzMzMzMzMzMzMzMzMzMys2Zh9yo/QvL0b3e0aSi7PWEc0m4yjKhyZgrrgyztlU9P3T6LE9AmRzLrpXThyNQI1EiWzl1D3fifa/P1oM1vJhSOriDLXBHSoVpILR74hF448gjZ4LbqXVqZZUFI8gDZsOSEc2YUO3DJCOGJmZmZmZmZmZmZmZmZmZtaszK6n/lO7YvHPRcGXKNXMRQlqdVrgbajZZBAhHBmN4AxD6WkHuXBkL9Fx3olS3nsI4gUaC0dmolT3JSEcmYzS31kE8TA9C0faUKrchoLStQjiFaj5ZTu5cGQ/mv1boHtyY2gsHDmWPvsE0sLPSP/5SWJsl5mZmZmZmZmZmZmZmZmZWbMxO8OPIMh7jHwE1WCqY7sKlIrGoZS0KsGZiWB9jUpBXxLwygT1CbqLtpCehSPb0OZdhTauhPcy2uylaPMPoATWQi4cWYs2eA4hHOlCye5+cuHIMZQE56HS1Xpy4Qgo7R5AG1YeuFdQyhtOdWyXmZmZmZmZmZmZmZmZmZlZMzEbSv3nkpq3jxP30+4i7n518cOFI/vSy7QQY7sOovtk59PfK1PeWgRpFvWEI+OILv11hHCkDQF7gapw5HVUAhpGpLy3iS79dnLhyBk0A7lMed/f1JmEcMTMzMzMzMzMzMzMzMzMzKzZmE0DZvd3xWIXAtmBUt7vUMobRJ7ynqFn4cgMdD/tODG26x4E9TtibNftCB7p5d8jxnYNpr5w5B1UxirS37uNGNt1jhCOfE4IR6ahlHeKSHl3EqWyDeTCkYHovtx+Yq7wMFQmMzMzMzMzMzMzMzMzMzMza3ZmdZ/aFYt/LAqmo5R3nPrCkaeJsV3tqGv9JZTyrkKpqixHPZd+ZzmCfogQjrQRY7vWoJQ3G0ErIX6ONnkOarRZgQ7BrwnhyGp0WG6md+HILlSmupxcOPIM2tQOcuHIabTRE9FortWoTGZmZmZmZmZmZmZmZmZmZtbMzP5Df1cshqDEsiMtbBm5PGMAVeHIeUI4Uqa8U8QYq++nvElIOHI+/dzHhHBkILqf9i6hSh+CNnM3kfJGpn9vRymwg1w4cgFtxlj6Fo5MQ3N8T5MLRx5OPNYTwpFF6PA8j1Lv9emzLzczMzMzMzMzMzMzMzMzM2tiZo9R/6ldsThaFHShlDeTkGesRKWVifQuHFmP0tENhHBkKxqxdTVh+duLgA2lsXBkCSor/RnBOYGaUaagdLcy/d9pqNRzguisH4dS50Vy4UhH+rxNVIUjO1DKG0EIRw6gQzYo/e4t9CwcMTMzMzMzMzMzMzMzMzMza2ZmRX8L8igKjhLyjOmoAeYEuXBkNkpoa9LCbk+LGkBj4cjLqAv+CqrCkdb0kjeRC0ceRUA/Ibr0Z3FpwpGLCORBQjjSgg7GXtSE8zhKsjvJhSPXoxS3hUsTjpiZmZmZmZmZmZmZmZmZmTUTs9nAvf19FeptcnnGSzQWjmxBSWkpKiEdTAsbQMA7nKCcQaWiyTQWjpyiKhw5Ty4c6SCEI/vQJi4jhCPbiQad0YRwpCX9vVvJhSPzCOHICtT8MgMdum9Rcj2GGmTmp3dYRwhHliRem8zMzMzMzMzMzMzMzMzMzJqc2UbqP7UrFv+tKJiXPrwsIX2Lus1nEGO7Pks/MweVeVYRqvSFqNSyKcEoS0jD0NiunfxtwpHTKOVNpWfhyAqU8u7g0oQjIwjhyDDqC0fMzMzMzMzMzMzMzMzMzMyamdl/7u+KRXf6sAMo5XWilPdKWtwIQjhSwmtNL/V3KI09TQhHxicYZdlnJn0LRz5G3fCPpvVsJBeOtCJ4+6gKR15B8NoJ4chmdCh+i1LeH+lZOHICHbgHkLp9FVXhyAaqwhEzMzMzMzMzMzMzMzMzM7NmZdZB/ad2xeL3RXFJwpFP0wLn01g4MhiNuSpTXjuyIb7MpQlHzqH7YOPoWzhyL4JbprzD9C0c2YJS3ihy4cg2dAiXo0P5NlEqakcp7w8o5ZmZmZmZmZmZmZmZmZmZmTUjs1sB+rtiMYZLE46MonfhyAW0QXcQY7tOkwtHVpILR86RC0cWoLS4kVw40kpj4chutMmDCVX6O+TCkbFUhSOTqApHphP35Y6hBpp5hHDk98TYLjMzMzMzMzMzMzMzMzMzs2Zk9gH1n9oVi4+KgpvpWZ6xCpV8ZtBYOLIANamsJFJeGwK2gb6FI6NQytvM3y4cmYyAnaKecOSy9Ll76F/hiJmZmZmZmZmZmZmZmZmZ2U+ZWTfwX/q7YrGGSHmLUUJ6npBndKKyzw4E73Jy4ciW9GFL0f20DxC8c+h+2l3E/bSTaDPvJ1Le56iBZjaXLhx5g1w4sgeN/hqcvncDuXBkEUqPf0QH7gwqN91L3E/7hlw40kXvwhEzMzMzMzMzMzMzMzMzM7NmYzaI+k/tYHEShYs/oJTXnn75WVRCuh4lnOHpBXeiUs1ylIh2o0aZYSgd3YyS2RqUHheiu2FHEPRTCPhUdJdsRQIwNQE5gTbsE0ISch4dloNoI5YRh2Uvutu2nJCEvJjWW27EftSM04KS4q2o+78LHZb56CD8Fd25O4424UHisBxNP7MAbZ6ZmZmZmZmZmZmZmZmZmVmzMltE/af2Vah9RfGvCa2NGEG1Lr383PThnyJgJ4mO8xPE2K5JCG43SmgfoYRWlmyeSzB+jiAORd3vu1A56XEEcQ8q2bSSC0c2IlHIAmJs1yrU3PIQ1bFdUwnhSBdqfrkDJc6L5MKRJenztqbPvxY14wxP63uFXDjyFjoAZmZmZmZmZmZmZmZmZmZmzcjs59D/zduTUDnkLCHP+FVaWIHgvU2UkIah+bivofFYnaiEtAd4AZV0lhIpb31azAJ0N+xIgnKGMBB+TTS/TEEiklMoIZYpbyE6FM+QC0daCAPh1UTzy05CONJOjO3aiIAvIlLeakI4MhEdqpWo+WU6OnDfEiWkiWZmZmZmZmZmZmZmZmZmZk3M7Aj1n9oVi0+LgmuJWbkgiGXK24A2aB4xtqtc4APoftkJpCb/LL3EvPRSq9Ddr9sQxBZ0N+wtovnlcpSedpCr0vehTW2hKhzpTn+vTHlr0KY9hO6SlSnvK7TJvyEXjoxHKW8AUY76O5Ruh6BN3U0IR65Ah+4lcuGImZmZmZmZmZmZmZmZmZlZMzJrBf6+vysWKxDYuxC88wj8hyjlLU5/7Hm0UdcRwpFX0+KGE8KREl4rMbbrECrTgO5+jSfGdp1B974mo7tfXcQc31k0Fo5cQCntINH80oruoe0luvOvRHN8X0Zlqna0+W+jAzcQbeZthHCkG5W/ypTXhQ7c/VSFI2ZmZmZmZmZmZmZmZmZmZs3I7Cz1n9oViyeKguHUE46cRqnoblRyWo1KPg+gu1/fkI/teiS9VBe9C0eWojtpL9O7cGQ5gn6QHyYcmYs29Sl0CMYRwpG16LDcjEpmQ+kfSYuZmZmZmZmZmZmZmZmZmdlPjdluYFp/VyxmoJJLmfLuRCnvIlXhyKC0sLdQqakdbeDO9FWmvFFotNcLKEG1obLM+8Tc3Pnps8qUdzqtZSo9C0fWkAtHBlAVjgwmhCMjyeFtT/99eT/tHaJUtpAQjqylnnDEzMzMzMzMzMzMzMzMzMysWZnVfWpXLC4WBTtRyhueFv1zlPKeTi/aQQhH1qKE9Cg/XDgyhuha30A94cheBGxI+t6NRCNNN1XhyLdo1Nc0cuHIFJTyTpELRxahxp7VhHBkKbqzt5lcOHI1mJmZmZmZmZmZmZmZmZmZNTWza/q7YnEiLXRmWlgXIc+Yn35mPZHy2oh5u2+SC0d20rdw5Jb0tzYA35ELR1bTs3BkEkpb58iFIwtR6nwWpbUbCXgvEcKRZSjt7SYXjowmRn9dIBeOlAduDrlw5LiZmZmZmZmZmZmZmZmZmVkTM3uS+k/tYPEv6WVnpK/yxY/Su3CkSAs/QAhHLicXjiyjKhxZSjS/rCUXjhxOn32axsKRaTQWjixC6fFpGgtH9qAUu5wQjrxEpNlfEMKRVqrCkfPoQE4kF46YmZmZmZmZmZmZmZmZmZk1I7Mvqf9cUvP2KEKe8RrRcf4YPQtHyoR2DpVhJqFUuJKehSN3I4jdVIUjA1F5Zj9KXJ2EcGQnGo/1OH0LRy6gktZ4tEmr0SF6iNjUJ9Fhm5K+f5YoId1B78KRbcTYLjMzMzMzMzMzMzMzMzMzs2Zk9iLwcH9fhbqLXJ7xfXirqApH1qOUNwZtSIGS2wHUgb8MpbiXqQpH9hLCkSXkwpEivfw4cuHIQwjW19QTjnSjEtIhehaOLEPpc1da57D0c6MJ4UgLOhxlyluT/vZcqsIRMzMzMzMzMzMzMzMzMzOzZmL2MPWf2hWLc0WRyTPKBb7GpQtHHibGdq1Co7oeoCocmZB+9gLVsV0tXLpwZFBa9038cOHIbLTpZcobT1U4cjM6eEPBzMzMzMzMzMzMzMzMzMysqZmN6O+KBTSWZ9zHpQlHClRa2o82rANt4KtoQy8nhCNvEvDa0su9zw8TjjyEGmbW8sOFI2+QC0dG01g48iekiO82MzMzMzMzMzMzMzMzMzNrYmarqP/Urlj876JgCQL2PCHP6EwLfY0QjpQp721CONJBjO1ah4A9Qp7yjlNfODIGbWoruXCkHd2X245S3kgE8VqU8p5Lv1OmvEPooJwnF46sQUlzNvnYri/QJs9BjTZlyhuHNnVg+t1DhHDEzMzMzMzMzMzMzMzMzMysWZk90d8Viz8ieN+lhd2TFlaWfaYSEr0uqsKR9cTYrsVUhSMd9CwceYtcOHIz8AFKed00Fo48SAhHSniT0P20c0TKG0sYCDeiRpgy5Q1BJbHd6KB1kgtHhhD3095BKe8iSnm3E8nYzMzMzMzMzMzMzMzMzMysWZnVfWpXLP6lKPiQnuUZZcrbSe/CkU60ER+hFHQmLXoCjYUjXxObOgEB+478flobVeFIBxKObEMp72ryRprN9CwcWYIgfoI29QRq9plK78KRw8QIsIK+hSNmZmZmZmZmZmZmZmZmZmY/ZWaDgAE1Kxa1g8WpouAZYgTVUtRs8gIqx1yDRmINTy/9Ktqo5ahj/k2U5gaidDcGpb116E7YXHTX7VPUWHIKKdfvJ8Z2/RWlyjnE3bKPUEIrD8tmtBGjEeAhKIm9Tt788gYhC2knxnY9S3Tpj0cb0ZU+bxYqGX2Z1vM1uo/3IEqUXShh3okS5wUwMzMzMzMzMzMzMzMzMzNramZD+vsq1FAE79b04quoCkdWkAtHvkkLO4runc1HaW4tMbarPb30JnLhyGWoZLMLwVuGUuQedB9uWPrdX6Jkto7ehSNTELyVKJlNTd8/Sc/CkUMo+XWi9LgFJcNr0hpHkgtHOtHm70eb2WpmZmZmZmZmZmZmZmZmZtbEzNZT/6ldsVhXFDycXnQDkfLaUELamgBdSz3hSIHKM2NQh/16cuHIMbSpJ1HCm4E69p+id+HIQlSy2UyM7eqkZ+HI3rT2lvRzZcrbSD3hSJnyptBYODLfzMzMzMzMzMzMzMzMzMysSZkd5kdo3t6PEtggcnnGWuoLR46ln5mHyjDrCVV6G7lw5HpCOPIKSnkjiLFde2ksHHmaxsKRswnSZHLhyGTU/HKGvoUj7VSFI51oU3cRwpF2tPkHzMzMzMzMzMzMzMzMzMzMmpjZL6j/1K5Y/I+i4BhKOgtQIllHyDOWoAT1ArrrNYofLhw5gyQik8iFI/eju1/fT3kT6Fk40opS2ltUhSOvprU9hspA5aYOQiWhGwnhyHlUThpHLhyZhcZ2fYES3ZeEcORsWuMRMzMzMzMzMzMzMzMzMzOzJmXWDQzu74rFMkKesYm4+3UbGtu1FpV9ZqOSzudUhSOnyIUjc9NiNxDCkUWoGWYLVeHIDrSh5d2va1EDzVaqwpFn0Jish1HJ6wi5cGQq+diuewnhyBpCOLIgvf9GtCk3kgtH9pCP7XoDpbwh5MIRMzMzMzMzMzMzMzMzMzOzZmM2iPpP7YoFRcEJ4n7ar1GCGkDvwpHrEMSrEMCtKGEtR2O7DhBd6x30LhxZjUo+09HYruM0Fo6sRAdjDCEceZoY29WOSlAvoZR3FY2FI2XKO0QIR9rSu5cp7wRV4cjnKOXNJReOmJmZmZmZmZmZmZmZmZmZNROze4AF/V2xeJFcnvEuSnkXUcobS2PhyGc0Fo6sQmDvRAnsIlXhSAtKeb8jF47sSF+X01g4soSqcOQRcuHIKZTyptFYOHKeSHljCeHIs/QtHBmJUt92MzMzMzMzMzMzMzMzMzOzJmdW96ldsXiiKJiKmlROpEX/Gd3RWowgrkElm1+iBDUMbdRecuHIDiT5GEEIRw6gUs9ABPsW1EizGt2HW0hVOPJg+voaJbpjqJHmUXLhyBhiRvF6VPq6gapwpEx5o2gsHHkflccuUE848ln6t5mZmZmZmZmZmZmZmZmZWbMy+/f9Lcj7p3QVahoq2ZxJL36EvoUjW4lZuY+jVLaTXDhyPUpxW6gKR9aTd+kfQ+WiUzQWjtyL0uU5dDA+SsAWooS2mapw5GVU1rqCesIR0GaPo7Fw5CvgSXRAzMzMzMzMzMzMzMzMzMzMmpHZt8CV/X0V6t+hcshOVCYpSzaj6V040o3KQhMI4ci3qHw0nRCOHKNn4cjStIZNCN7P6F04shvdhxuafvdmdDDWpxcu4R1GB+kMKhVNoWfhyGqqwpEN9CwcuZoQjpiZmZmZmZmZmZmZmZmZmTUjsyuo/1xS8/bnhDxjMkoyZ9OiD6OxXY/Qs3BkWwJ0LYI4AmnJt5MLR/ajZpOCXDiyASWouYRwZCUxX3gGSnlPkgtHLqAD8RGNhSOjEcTL0NiuHfQtHHkPHbwL5MKRNSh1PoSS8JdmZmZmZmZmZmZmZmZmZmZNyuxBYHp/Vyz2EY0cVxAGwmEoQY1G97w2kwtH/kjc4ZpDCEe6ELD709dJYmzXBJQIv0OJ7EPUWb84reV5QjjyfXivkY/tKuG1EmO7DhHCkfkI3tH02WdQSWwyOmhdxBzfWUTq/AR10T9KVTiylBjbZWZmZmZmZmZmZmZmZmZm1szMtlH/qV2x+K9FwSw0v/cLGgtHVqCUN47oOF9LjO1qQ5v2AlXhyOtp4Zeh5PczYr7wRXQfbAwqJa0nF44cQ8C+QRs6kxCO/JX6wpHRqPllODpgr5ILR/ahA9CS1n0TSrDPoDLSb4mUtxYdMjMzMzMzMzMzMzMzMzMzs2Zm9h/7u2IxEN392kNjecZgIuW9g1JeQXVs13l09+tucuHINHQ/7RS6+3UMNdDMRfA2oJR3C1XhyHXkwpFd6L5cB5cmHDmaPvs0KkFNIR/bdQ86iN8hyB+jBpoFidEmQjiyJDExMzMzMzMzMzMzMzMzMzNrVmad1H9qVyw+Lop+FY5chu6c7aZv4cjbCFhBVThyOkG4m3xs1wwaC0cWoIPQhe6n3YrKUYNROWk/f7twZDG5Kt3MzMzMzMzMzMzMzMzMzKwZmY0H6O+KxU0ovQ1NC3uDqjzjpfQyHelF3kWJ5wLajNuJlHcGbea9VIUjDyK4XQjsHSiBQVU40kouHOlEZZ8dhHBkGSEc2ZJeekn6Gx8g+OfQ/bS70AFahZLmDFQqO46aar5AparZCPhqcuHIQFSGeoe4n2ZmZmZmZmZmZmZmZmZmZtaMzN6m/lM7WLyPNmIZAv08An8Nuq91VXrpF1Eq6kQbsT+9ZAsq2YxBqarrey9+N0pfT5FLQspkdjT9zKNo89agdPcrtOEDULPJfrQRy9FGbEtrujJ97zqUJp9Dh6mdaH5Zk97ztyiZHSHmCs9Bh+PL9L3P0r/noLS7ihjbtRg1v2xAd9XMzMzMzMzMzMzMzMzMzMyaldla6j+1r0L996JgAdHIsQo1tzyE7m19RT3hyEW0KQfR2K4lKKFtRZt6LdrU4ehe2SvkwpG30AEYQGzqh8Rdt3moS/9TBOwkGtv1ALlwZBKCeJ6YLzyWKHM9hzZ1NDpQQ2ksHNmNNrsVHYibUKrdmN7VzMzMzMzMzMzMzMzMzMysmZn9fX9fhTqL7oQdIpdnbEX3s64mF45sJ5pNRpMLRxYRwpHVKA2V8P5KzPGdnr6+JUpIE1EJ6SwCX6a8Jei+2iZUsrmeGNu1nYDXiVLeXlRCGpp+t0x56xOUBeg+3eH02WdQg85kdOBWont4U9L3T5ELR36LQhExhgAAXjtJREFUNtjMzMzMzMzMzMzMzMzMzKxZmbVR/6ldsXinKNiIgC2kb+HIV2mBs4ixXUfQ3bL56UXXkwtHhqBN3U0IR65AAF9CKe8xcuEI6J5cmfI2pM+bRz3hyESiS381Ohi3pXdsQZv6FtH8cjlKeTvJU95eehaOmJmZmZmZmZmZmZmZmZmZNSOzX0L/N2+PR/fBLqCSyEGqwpG9RKf5lYRwZGh6gRuQBGQzaghZmF74j6h0c55cOFLCux+lvJPkwpF5hIb8Q0I4UhDCkevoXTiyjxCOLCYXjkAIR46gTTpDCEeO07Nw5GNCOGJmZmZmZmZmZmZmZmZmZtaMzP5E/ad2xeJwUTCakGecIx/btZaehSP3IrhnUfI7Qv8KRzamNbaTp7zTCOIkYmzXcZTyZhLCkU/Rps6nsXBkcHrn/UTKG86lC0fMzMzMzMzMzMzMzMzMzMyaiVkB/EN/Vyy6yOUZRXr59+hbOLKbEI6001g4chsxtuscuuM1iXrCkXnkwpFfoTtvg9Bm7kelpg60gTvJhSOj0GivrSh1tpELRy6gDbqDSHmnUQlqKo2FI+eoCkfMzMzMzMzMzMzMzMzMzMyaiVm9SKGndsXiiaJgGEpaN6YFrkP309pQWam8n/YtSnPTyIUjU9Ddr1PkwpFFaDNWp797MyEc2Yw29TpCOLILpbzhaT0/p2fhyFpUynkUlaPKlPc1fQtHVqKUN4bo9N+AylFlyhtBVTgyCqW8zejgmZmZmZmZmZmZmZmZmZmZNSOz3wF393fFYg5KXatRyrsNpbKBqAHmXfoWjuwmhCOdKOW9i1LiBbQZt6cXX0dVONKFhCPT0EzgU9QXjjxPCEc6qCccWYqacH5PCEceQYmyTHmnqApHPkczin9jZmZmZmZmZmZmZmZmZmbW5MzqPrWDxX30LM84T3TD30guHNmL7mktRxvyKtqIMpndgMo6zyBYbcTYri6UHucTY7ueSi/7YHr58sWPphdfQC4cGYOgF+iwHED32JYTwpGdNBaODCOEIwfT3yzQHbVxaGzXClRCmkNVODLNzMzMzMzMzMzMzMzMzMysiZl9Sv2n9lWor4qCEaiEs41LF46UC3wSgZuSvn+W6tguaCwc2UaM7XqMSxOO/B6VfM6h0tUkdJ9tBY2FI58RmvNuYmzXWLQJA1FJaz9V4cguNLbrcXTwzMzMzMzMzMzMzMzMzMzMmpHZZcB/6u+rUP8HNXJMIeQZa4iUt5CqcKQDdd9vRSnvaqIbflda8GWEcOQAmrHbSi4cWZNAzKU6tms6gvctMbZrIlXhyBi0IQVKbgcI4cgwcgNhJyoh7UGNMkPIhSMb0t95hKpwZFZi9HVao5mZmZmZmZmZmZmZmZmZWbMyO0H955Kat0cS8ox9aYGDiLFd73HpwpHJKEGdIVLe+PSCA/i/Lxy5H5WkTpALR+al91pFPrarhcbCkVfQXbcrzMzMzMzMzMzMzMzMzMzMmpTZDmBmf1csJpPLM+4lyj5rEexf07NwpAUJR/aRC0feIBeOjEbd8JtpLBzpRptWprwuBO8+lPJO0rdwZBFKZ1uoCkd20LtwpA0ZCN9HSRYaC0ceNDMzMzMzMzMzMzMzMzMza3JmM6n/1K5YdBdFJs9Y/r0FPk894cgaBOk35GO7vkCbPCe9wFPkwpGB6XcPEWO7hqXP3U0IR0YigNsQ0DLlvU0IRzqIsV3r0uc9gppkjhFjux5AIL8hH9v1CDoIXcTYrsVog54hhCNL0dguMzMzMzMzMzMzMzMzMzOzZmY2sr8rFue4dOHIgPTy7xIpbzAq7+ymKhzZTghHbiCEIxdRyhtLCEe+QylvErGZ36T1TSfGdh0jhCMXqY7tGoRS3lso5bUTwpGdRMoblX7mBXLhyAeoKacbpbw7+dskLWZmZmZmZmZmZmZmZmZmZj8VZiuo/9SuWPzPovhXecaLqLxSln9GoUaWzei+2DIE/VB66W5y4chqdN9rLoJWQvycqnDkMEp5ZalnNSEcWYpS3mZCONKZ1rWTxsKRp9Hh+H7KW0vPwpEH09fXxKZOQIfsHJHybk3v2Epj4YiZmZmZmZmZmZmZmZmZmVkzMnuivysWhxOAk2lR95PLMyYREr1VKOWNRalsEGqAeQdtTjuC9yLwOlXhyIuEcOQGYvRXN7lwpIQ3hxCOrEzrmobKPmXK+wv56K91RMprI2YUv0l01g9Hh+1VqinveZTylqImnA8Q/O9QaekuIhmbmZmZmZmZmZmZmZmZmZk1I7MJ1H9qB4vbUbhYiUpIs8nlGZ+nf88hmk0+IZLZeZSsDhHCkVZUstlLLhzZgTaifPFfkAtHFpMLR86TC0dWoI2YQc/CkbNoE/+AUl47So8bibFdy1EJ6UVCOLIMpcg9VIUjh9LfLNDhG2dmZmZmZmZmZmZmZmZmZtbEzBZR/6l9FepsUbCZGEHVibreX0kLvIKqcKQl/dxN5JrzR4mxXatRQnuI2NSnUJlmCj0LRwqUpg6SC0e2ps+/lhCOvEZ06T9Gz8KRD1GZ6xwhHPkL2sCTqPllOurYfwqlybvRwesmF46UqdbMzMzMzMzMzMzMzMzMzKyZmV3W31ehWlA5ZHyC0UXAm0Jj4chpqsKRblRCKlNeO1XhSCe5cGQYuj92AyEcGYRm7pYpbw09C0ceIAyEqxDYiYRwZD2R8trIhSM/Q4luGGEgHEGM7dpL38IRMzMzMzMzMzMzMzMzMzOzZmS2hvpP7YrFiqJgIUpQG2ksHHkVwXsMlYHKBQ5CJZgbCeHIeVRaGUdVOHIf2swVKO1NRmWqs8TYrvFEl/46lPJuTiCGoE19gxjbdSWNhSMHUGqFxsKRh1GC+wvawG/Qhs4gT3kT6Vk4YmZmZmZmZmZmZmZmZmZm1ozMPuJHaN4+hO6TXUwLu4OqcGQq+diuexHU7xDkj1EX/YL0d54lF460Ikh7yMd2vYGS1RBy4cim9AILkXDkT+TCkbvpWzhyFz0LRwag0tJ+tGEdaANfpWfhSAsxtut9MzMzMzMzMzMzMzMzMzOzJmZ2C/Wf2hWL/1UU/JnG8ozRxNiul6kKR95ECaqVEI6U5ajz5MKRtQjYb4iUtxI10kxGZaEzxNiuX6PUOYDehSPXIYhXkQtHlhNju55N79rBjy8cMTMzMzMzMzMzMzMzMzMz+6kzK4BB/V2x6KBnecbRBOA0IRz5hkh5dyOo5wjhyFjU8DKAXDhSln22I3gjibFde8iFI6PT722id+HIPSjllWWfqWmdp4j7aXfQs3CkBXX6/47+E46YmZmZmZmZmZmZmZmZmZn91JnVixR6alcsKApOk6e8pWmBGwjhSAdKeduoJxx5H23MBfpHOAI6EO8DvyTmC29Kn38dAnYVfQtHOtFGfJTWcxZt9AR6F478Bd1PexQdBDMzMzMzMzMzMzMzMzMzs2ZkdiewpG5cqBssNhUFs1FCW0OMoFqESiSb0UaMTi9UJrTX0diux1B3/BuELKSdGNtVlmwWEGO7utDGz0Ilo6+AJ9PLTkMlmzOorHQkvfh8tKHPEGO7lqJmm63o3tg1aT0jCFnIMFRC+hkqc21BqXYxOnC/J4yLc9HBPIYOwSmUFu9DB+cpNHv4HkKwYmZmZmZmZmZmZmZmZmZm1mzMPuVHaN7eje52DSWXZ6wjmk3GURWOTEFd8OWdsqnp+ydRYvqESGbd9C4cuRqBGomS2Uuoe78Tbf5+tJmt5MKRVUSZawI6VCvJhSPfkAtHHkEbvBbdSyvTLCgpHkAbtpwQjuxCB24ZIRwxMzMzMzMzMzMzMzMzMzNrVmbXU/+pXbH456LgS5Rq5qIEtTot8DbUbDKIEI6MRnCGofS0g1w4spfoOO9EKe89BPECjYUjM1Gq+5IQjkxG6e8sgniYnoUjbShVbkNB6VoE8QrU/LKdXDiyH83+LdA9uTE0Fo4cS599AmnhZ6T//CQxtsvMzMzMzMzMzMzMzMzMzKzZmJ3hRxDkPUY+gmow1bFdBUpF41BKWpXgzESwvkaloC8JeGWC+gTdRVtIz8KRbWjzrkIbV8J7GW32UrT5B1ACayEXjqxFGzyHEI50oWR3P7lw5BhKgvNQ6Wo9uXAElHYPoA0rD9wrKOUNpzq2y8zMzMzMzMzMzMzMzMzMrJmYDaX+c0nN28eJ+2l3EXe/uvjhwpF96WVaiLFdB9F9svPp75Upby2CNIt6wpFxRJf+OkI40oaAvUBVOPI6KgENI1Le20SXfju5cOQMmoFcprzvb+pMQjhiZmZmZmZmZmZmZmZmZmbWbMymAbP7u2KxC4HsQCnvdyjlDSJPec/Qs3BkBrqfdpwY23UPgvodMbbrdgSP9PLvEWO7BlNfOPIOKmMV6e/dRoztOkcIRz4nhCPTUMo7RaS8O4lS2QZy4chAdF9uPzFXeBgqk5mZmZmZmZmZmZmZmZmZmTU7s7pP7YrFPxYF01HKO0594cjTxNiudtS1/hJKeVehVFWWo55Lv7McQT9ECEfaiLFda1DKm42glRA/R5s8BzXarECH4NeEcGQ1Oiw307twZBcqU11OLhx5Bm1qB7lw5DTa6IloNNdqVCYzMzMzMzMzMzMzMzMzMzNrZmb/ob8rFkNQYtmRFraMXJ4xgKpw5DwhHClT3ilijNX3U94kJBw5n37uY0I4MhDdT3uXUKUPQZu5m0h5I9O/t6MU2EEuHLmANmMsfQtHpqE5vqfJhSMPJx7rCeHIInR4nkep9/r02ZebmZmZmZmZmZmZmZmZmZk1MbPHqP/UrlgcLQq6UMqbScgzVqLSykR6F46sR+noBkI4shWN2LqasPztRcCG0lg4sgSVlf6M4JxAzShTULpbmf7vNFTqOUF01o9DqfMiuXCkI33eJqrCkR0o5Y0ghCMH0CEblH73FnoWjpiZmZmZmZmZmZmZmZmZmTUzs6K/BXkUBUcJecZ01ABzglw4MhsltDVpYbenRQ2gsXDkZdQFfwVV4UhresmbyIUjjyKgnxBd+rO4NOHIRQTyICEcaUEHYy9qwnkcJdmd5MKR61GK28KlCUfMzMzMzMzMzMzMzMzMzMyaidls4N7+vgr1Nrk84yUaC0e2oKS0FJWQDqaFDSDgHU5QzqBS0WQaC0dOURWOnCcXjnQQwpF9aBOXEcKR7USDzmhCONKS/t6t5MKReYRwZAVqfpmBDt23KLkeQw0y89M7rCOEI0sSr01mZmZmZmZmZmZmZmZmZmZNzmwj9Z/aFYv/VhTMSx9elpC+Rd3mM4ixXZ+ln5mDyjyrCFX6QlRq2ZRglCWkYWhs107+NuHIaZTyptKzcGQFSnl3cGnCkRGEcGQY9YUjZmZmZmZmZmZmZmZmZmZmzczsP/d3xaI7fdgBlPI6Ucp7JS1uBCEcKeG1ppf6O5TGniaEI+MTjLLsM5O+hSMfo274R9N6NpILR1oRvH1UhSOvIHjthHBkMzoUv0Up74/0LBw5gQ7cA0jdvoqqcGQDVeGImZmZmZmZmZmZmZmZmZlZszLroP5Tu2Lx+6K4JOHIp2mB82ksHBmMxlyVKa8d2RBf5tKEI+fQfbBx9C0cuRfBLVPeYfoWjmxBKW8UuXBkGzqEy9GhfJsoFbWjlPcHlPLMzMzMzMzMzMzMzMzMzMyakdmtAP1dsRjDpQlHRtG7cOQC2qA7iLFdp8mFIyvJhSPnyIUjC1Ba3EguHGmlsXBkN9rkwYQq/R1y4chYqsKRSVSFI9OJ+3LHUAPNPEI48ntibJeZmZmZmZmZmZmZmZmZmVkzMvuA+k/tisVHRcHN9CzPWIVKPjNoLBxZgJpUVhIprw0B20DfwpFRKOVt5m8XjkxGwE5RTzhyWfrcPfSvcMTMzMzMzMzMzMzMzMzMzOynzKwb+C/9XbFYQ6S8xSghPU/IMzpR2WcHgnc5uXBkS/qwpeh+2gcI3jl0P+0u4n7aSbSZ9xMp73PUQDObSxeOvEEuHNmDRn8NTt+7gVw4sgilxz+iA3cGlZvuJe6nfUMuHOmid+GImZmZmZmZmZmZmZmZmZlZszEbRP2ndrA4icLFH1DKa0+//CwqIV2PEs7w9II7UalmOUpEu1GjzDCUjm5GyWwNSo8L0d2wIwj6KQR8KrpLtiIBmJqAnEAb9gkhCTmPDstBtBHLiMOyF91tW05IQl5M6y03Yj9qxmlBSfFW1P3fhQ7LfHQQ/oru3B1Hm/AgcViOpp9ZgDbPzMzMzMzMzMzMzMzMzMysWZktov5T+yrUvqL414TWRoygWpdefm768E8RsJNEx/kJYmzXJAS3GyW0j1BCK0s2zyUYP0cQh6Lu912onPQ4grgHlWxayYUjG5EoZAExtmsVam55iOrYrqmEcKQLNb/cgRLnRXLhyJL0eVvT51+LmnGGp/W9Qi4ceQsdADMzMzMzMzMzMzMzMzMzs2Zk9nPo/+btSagccpaQZ/wqLaxA8N4mSkjD0Hzc19B4rE5UQtoDvIBKOkuJlLc+LWYBuht2JEE5QxgIvyaaX6YgEckplBDLlLcQHYpnyIUjLYSB8Gqi+WUnIRxpJ8Z2bUTAFxEpbzUhHJmIDtVK1PwyHR24b4kS0kQzMzMzMzMzMzMzMzMzM7MmZnaE+k/tisWnRcG1xKxcEMQy5W1AGzSPGNtVLvABdL/sBFKTf5ZeYl56qVXo7tdtCGILuhv2FtH8cjlKTzvIVen70Ka2UBWOdKe/V6a8NWjTHkJ3ycqU9xXa5N+QC0fGo5Q3gChH/R1Kt0PQpu4mhCNXoEP3ErlwxMzMzMzMzMzMzMzMzMzMrBmZtQJ/398VixUI7F0I3nkE/kOU8hanP/Y82qjrCOHIq2lxwwnhSAmvlRjbdQiVaUB3v8YTY7vOoHtfk9Hdry5iju8sGgtHLqCUdpBofmlF99D2Et35V6I5vi+jMlU72vy30YEbiDbzNkI40o3KX2XK60IH7n6qwhEzMzMzMzMzMzMzMzMzM7NmZHaW+k/tisUTRcFw6glHTqNUdDcqOa1GJZ8H0N2vb8jHdj2SXqqL3oUjS9GdtJfpXTiyHEE/yA8TjsxFm/oUOgTjCOHIWnRYbkYls6H0j6TFzMzMzMzMzMzMzMzMzMzsp8ZsNzCtvysWM1DJpUx5d6KUd5GqcGRQWthbqNTUjjZwZ/oqU94oNNrrBZSg2lBZ5n1ibu789Fllyjud1jKVnoUja8iFIwOoCkcGE8KRkeTwtqf/vryf9g5RKltICEfWUk84YmZmZmZmZmZmZmZmZmZm1qzM6j61KxYXi4KdKOUNT4v+OUp5T6cX7SCEI2tRQnqUHy4cGUN0rW+gnnBkLwI2JH3vRqKRppuqcORbNOprGrlwZApKeafIhSOLUGPPakI4shTd2dtMLhy5GszMzMzMzMzMzMzMzMzMzJqa2TX9XbE4kRY6My2si5BnzE8/s55IeW3EvN03yYUjO+lbOHJL+lsbgO/IhSOr6Vk4MgmlrXPkwpGFKHU+i9LajQS8lwjhyDKU9naTC0dGE6O/LpALR8oDN4dcOHLczMzMzMzMzMzMzMzMzMysiZk9Sf2ndrD4l/SyM9JX+eJH6V04UqSFHyCEI5eTC0eWURWOLCWaX9aSC0cOp88+TWPhyDQaC0cWofT4NI2FI3tQil1OCEdeItLsLwjhSCtV4ch5dCAnkgtHzMzMzMzMzMzMzMzMzMzMmpHZl9R/Lql5exQhz3iN6Dh/jJ6FI2VCO4fKMJNQKlxJz8KRuxHEbqrCkYGoPLMfJa5OQjiyE43Hepy+hSMXUElrPNqk1egQPURs6pPosE1J3z9LlJDuoHfhyDZibJeZmZmZmZmZmZmZmZmZmVkzMnsReLi/r0LdRS7P+D68VVSFI+tRyhuDNqRAye0A6sBfhlLcy1SFI3sJ4cgScuFIkV5+HLlw5CEE62vqCUe6UQnpED0LR5ah9LkrrXNY+rnRhHCkBR2OMuWtSX97LlXhiJmZmZmZmZmZmZmZmZmZWTMxe5j6T+2KxbmiyOQZ5QJf49KFIw8TY7tWoVFdD1AVjkxIP3uB6tiuFi5dODIorfsmfrhwZDba9DLljacqHLkZHbyhYGZmZmZmZmZmZmZmZmZm1tTMRvR3xQIayzPu49KEIwUqLe1HG9aBNvBVtKGXE8KRNwl4benl3ueHCUceQg0za/nhwpE3yIUjo2ksHPkTUsR3m5mZmZmZmZmZmZmZmZmZNTGzVdR/alcs/ndRsAQBe56QZ3Smhb5GCEfKlPc2IRzpIMZ2rUPAHiFPecepLxwZgza1lVw40o7uy21HKW8kgngtSnnPpd8pU94hdFDOkwtH1qCkOZt8bNcXaJPnoEabMuWNQ5s6MP3uIUI4YmZmZmZmZmZmZmZmZmZm1qzMnujvisUfEbzv0sLuSQsryz5TCYleF1XhyHpibNdiqsKRDnoWjrxFLhy5GfgApbxuGgtHHiSEIyW8Seh+2jki5Y0lDIQbUSNMmfKGoJLYbnTQOsmFI0OI+2nvoJR3EaW824lkbGZmZmZmZmZmZmZmZmZm1qzM6j61Kxb/UhR8SM/yjDLl7aR34Ugn2oiPUAo6kxY9gcbCka+JTZ2AgH1Hfj+tjapwpAMJR7ahlHc1eSPNZnoWjixBED9Bm3oCNftMpXfhyGFiBFhB38IRMzMzMzMzMzMzMzMzMzOznzKzQcCAmhWL2sHiVFHwDDGCailqNnkBlWOuQSOxhqeXfhVt1HLUMf8mSnMDUbobg9LeOnQnbC666/Ypaiw5hZTr9xNju/6KUuUc4m7ZRyihlYdlM9qI0QjwEJTEXidvfnmDkIW0E2O7niW69MejjehKnzcLlYy+TOv5Gt3HexAlyi6UMO9EifMCmJmZmZmZmZmZmZmZmZmZNTWzIf19FWoogndrevFVVIUjK8iFI9+khR1F987mozS3lhjb1Z5eehO5cOQyVLLZheAtQylyD7oPNyz97i9RMltH78KRKQjeSpTMpqbvn6Rn4cghlPw6UXrcgpLhNWmNI8mFI51o8/ejzWw1MzMzMzMzMzMzMzMzMzNrYmbrqf/UrlisKwoeTi+6gUh5bSghbU2ArqWecKRA5ZkxqMN+Pblw5Bja1JMo4c1AHftP0btwZCEq2WwmxnZ10rNwZG9ae0v6uTLlbaSecKRMeVNoLByZb2ZmZmZmZmZmZmZmZmZm1qTMDvMjNG/vRwlsELk8Yy31hSPH0s/MQ2WY9YQqvY1cOHI9IRx5BaW8EcTYrr00Fo48TWPhyNkEaTK5cGQyan45Q9/CkXaqwpFOtKm7COFIO9r8A2ZmZmZmZmZmZmZmZmZmZk3M7BfUf2pXLP5HUXAMJZ0FKJGsI+QZS1CCegHd9RrFDxeOnEESkUnkwpH70d2v76e8CfQsHGlFKe0tqsKRV9PaHkNloHJTB6GS0I2EcOQ8KieNIxeOzEJju75Aie5LQjhyNq3xiJmZmZmZmZmZmZmZmZmZWZMy6wYG93fFYhkhz9hE3P26DY3tWovKPrNRSedzqsKRU+TCkblpsRsI4cgi1AyzhapwZAfa0PLu17WogWYrVeHIM2hM1sOo5HWEXDgylXxs172EcGQNIRxZkN5/I9qUG8mFI3vIx3a9gVLeEHLhiJmZmZmZmZmZmZmZmZmZWbMxG0T9p3bFgqLgBHE/7dcoQQ2gd+HIdQjiVQjgVpSwlqOxXQeIrvUOeheOrEYln+lobNdxGgtHVqKDMYYQjjxNjO1qRyWol1DKu4rGwpEy5R0ihCNt6d3LlHeCqnDkc5Ty5pILR8zMzMzMzMzMzMzMzMzMzJqJ2T3Agv6uWLxILs94F6W8iyjljaWxcOQzGgtHViGwd6IEdpGqcKQFpbzfkQtHdqSvy2ksHFlCVTjyCLlw5BRKedNoLBw5T6S8sYRw5Fn6Fo6MRKlvu5mZmZmZmZmZmZmZmZmZWZMzq/vUrlg8URRMRU0qJ9Ki/4zuaC1GENegks0vUYIahjZqL7lwZAeSfIwghCMHUKlnIIJ9C2qkWY3uwy2kKhx5MH19jRLdMdRI8yi5cGQMMaN4PSp93UBVOFKmvFE0Fo68j8pjF6gnHPks/dvMzMzMzMzMzMzMzMzMzKxZmf37/hbk/VO6CjUNlWzOpBc/Qt/Cka3ErNzHUSrbSS4cuR6luC1UhSPrybv0j6Fy0SkaC0fuRenyHDoYHyVgC1FC20xVOPIyKmtdQT3hCGizx9FYOPIV8CQ6IGZmZmZmZmZmZmZmZmZmZs3I7Fvgyv6+CvXvUDlkJyqTlCWb0fQuHOlGZaEJhHDkW1Q+mk4IR47Rs3BkaVrDJgTvZ/QuHNmN7sMNTb97MzoY69MLl/AOo4N0BpWKptCzcGQ1VeHIBnoWjlxNCEfMzMzMzMzMzMzMzMzMzMyakdkV1H8uqXn7c0KeMRklmbNp0YfR2K5H6Fk4si0BuhZBHIG05NvJhSP7UbNJQS4c2YAS1FxCOLKSmC88A6W8J8mFIxfQgfiIxsKR0QjiZWhs1w76Fo68hw7eBXLhyBqUOh9CSfhLMzMzMzMzMzMzMzMzMzOzJmX2IDC9vysW+4hGjisIA+EwlKBGo3tem8mFI38k7nDNIYQjXQjY/enrJDG2awJKhN+hRPYh6qxfnNbyPCEc+T6818jHdpXwWomxXYcI4ch8BO9o+uwzqCQ2GR20LmKO7ywidX6CuugfpSocWUqM7TIzMzMzMzMzMzMzMzMzM2tmZtuo/9SuWPzXomAWmt/7BY2FIytQyhtHdJyvJcZ2taFNe4GqcOT1tPDLUPL7GTFf+CK6DzYGlZLWkwtHjiFg36ANnUkIR/5KfeHIaNT8MhwdsFfJhSP70AFoSeu+CSXYZ1AZ6bdEyluLDpmZmZmZmZmZmZmZmZmZmVkzM/uP/V2xGIjufu2hsTxjMJHy3kEpr6A6tus8uvt1N7lwZBq6n3YK3f06hhpo5iJ4G1DKu4WqcOQ6cuHILnRfroNLE44cTZ99GpWgppCP7boHHcTvEOSPUQPNgsRoEyEcWZKYmJmZmZmZmZmZmZmZmZmZNSuzTuo/tSsWHxdFvwpHLkN3znbTt3DkbQSsoCocOZ0g3E0+tmsGjYUjC9BB6EL3025F5ajBqJy0n79dOLKYXJVuZmZmZmZmZmZmZmZmZmbWjMzGA/R3xeImlN6GpoW9QVWe8VJ6mY70Iu+ixHMBbcbtRMo7gzbzXqrCkQcR3C4E9g6UwKAqHGklF450orLPDkI4sowQjmxJL70k/Y0PEPxz6H7aXegArUJJcwYqlR1HTTVfoFLVbAR8NblwZCAqQ71D3E8zMzMzMzMzMzMzMzMzMzNrRmZvU/+pHSzeRxuxDIF+HoG/Bt3Xuiq99IsoFXWijdifXrIFlWzGoFTV9b0Xvxulr6fIJSFlMjuafuZRtHlrULr7FdrwAajZZD/aiOVoI7alNV2ZvncdSpPPocPUTjS/rEnv+VuUzI4Qc4XnoMPxZfreZ+nfc1DaXUWM7VqMml82oLtqZmZmZmZmZmZmZmZmZmZmzcpsLfWf2leh/ntRsIBo5FiFmlseQve2vqKecOQi2pSDaGzXEpTQtqJNvRZt6nB0r+wVcuHIW+gADCA29UPirts81KX/KQJ2Eo3teoBcODIJQTxPzBceS5S5nkObOhodqKE0Fo7sRpvdig7ETSjVbkzvamZmZmZmZmZmZmZmZmZm1szM/r6/r0KdRXfCDpHLM7ai+1lXkwtHthPNJqPJhSOLCOHIapSGSnh/Jeb4Tk9f3xIlpImohHQWgS9T3hJ0X20TKtlcT4zt2k7A60Qpby8qIQ1Nv1umvPUJygJ0n+5w+uwzqEFnMjpwK9E9vCnp+6fIhSO/RRtsZmZmZmZmZmZmZmZmZmbWrMzaqP/Urli8UxRsRMAW0rdw5Ku0wFnE2K4j6G7Z/PSi68mFI0PQpu4mhCNXIIAvoZT3GLlwBHRPrkx5G9LnzaOecGQi0aW/Gh2M29I7tqBNfYtofrkcpbyd5ClvLz0LR8zMzMzMzMzMzMzMzMzMzJqR2S+h/5u3x6P7YBdQSeQgVeHIXqLT/EpCODI0vcANSAKyGTWELEwv/EdUujlPLhwp4d2PUt5JcuHIPEJD/iEhHCkI4ch19C4c2UcIRxaTC0cghCNH0CadIYQjx+lZOPIxIRwxMzMzMzMzMzMzMzMzMzNrRmZ/ov5Tu2JxuCgYTcgzzpGP7VpLz8KRexHcsyj5HaF/hSMb0xrbyVPeaQRxEjG26zhKeTMJ4cinaFPn01g4Mji9834i5Q3n0oUjZmZmZmZmZmZmZmZmZmZmzcSsAP6hvysWXeTyjCK9/Hv0LRzZTQhH2mksHLmNGNt1Dt3xmkQ94cg8cuHIr9Cdt0FoM/ejUlMH2sCd5MKRUWi011aUOtvIhSMX0AbdQaS806gENZXGwpFzVIUjZmZmZmZmZmZmZmZmZmZmzcSsXqTQU7ti8URRMAwlrRvTAteh+2ltqKxU3k/7FqW5aeTCkSno7tcpcuHIIrQZq9PfvZkQjmxGm3odIRzZhVLe8LSen9OzcGQtKuU8ispRZcr7mr6FIytRyhtDdPpvQOWoMuWNoCocGYVS3mZ08MzMzMzMzMzMzMzMzMzMzJqR2e+Au/u7YjEHpa7VKOXdhlLZQNQA8y59C0d2E8KRTpTy3kUp8QLajNvTi6+jKhzpQsKRaWgm8CnqC0eeJ4QjHdQTjixFTTi/J4Qjj6BEWaa8U1SFI5+jGcW/MTMzMzMzMzMzMzMzMzMza3JmdZ/aweI+epZnnCe64W8kF47sRfe0lqMNeRVtRJnMbkBlnWcQrDZibFcXSo/zibFdT6WXfTC9fPniR9OLLyAXjoxB0At0WA6ge2zLCeHIThoLR4YRwpGD6W8W6I7aODS2awUqIc2hKhyZZmZmZmZmZmZmZmZmZmZm1sTMPqX+U/sq1FdFwQhUwtnGpQtHygU+icBNSd8/S3VsFzQWjmwjxnY9xqUJR36PSj7nUOlqErrPtoLGwpHPCM15NzG2ayzahIGopLWfqnBkFxrb9Tg6eGZmZmZmZmZmZmZmZmZmZs3I7DLgP/X3Vaj/gxo5phDyjDVEyltIVTjSgbrvt6KUdzXRDb8rLfgyQjhyAM3YbSUXjqxJIOZSHds1HcH7lhjbNZGqcGQM2pACJbcDhHBkGLmBsBOVkPagRpkh5MKRDenvPEJVODIrMfo6rdHMzMzMzMzMzMzMzMzMzKxZmZ2g/nNJzdsjCXnGvrTAQcTYrve4dOHIZJSgzhApb3x6wQH83xeO3I9KUifIhSPz0nutIh/b1UJj4cgr6K7bFWZmZmZmZmZmZmZmZmZmZk3KbAcws78rFpPJ5Rn3EmWftQj2r+lZONKChCP7yIUjb5ALR0ajbvjNNBaOdKNNK1NeF4J3H0p5J+lbOLIIpbMtVIUjO+hdONKGDITvoyQLjYUjD5qZmZmZmZmZmZmZmZmZmTU5s5nUf2pXLLqLIpNnLP/eAp+nnnBkDYL0G/KxXV+gTZ6TXuApcuHIwPS7h4ixXcPS5+4mhCMjEcBtCGiZ8t4mhCMdxNiudenzHkFNMseIsV0PIJDfkI/tegQdhC5ibNditEHPEMKRpWhsl5mZmZmZmZmZmZmZmZmZWTMzG9nfFYtzXLpwZEB6+XeJlDcYlXd2UxWObCeEIzcQwpGLKOWNJYQj36GUN4nYzG/S+qYTY7uOEcKRi1THdg1CKe8tlPLaCeHITiLljUo/8wK5cOQD1JTTjVLenfxtkhYzMzMzMzMzMzMzMzMzM7OfCrMV1H9qVyz+Z1H8qzzjRVReKcs/o1Ajy2Z0X2wZgn4ovXQ3uXBkNbrvNRdBKyF+TlU4chilvLLUs5oQjixFKW8zIRzpTOvaSWPhyNPocHw/5a2lZ+HIg+nra2JTJ6BDdo5Iebemd2ylsXDEzMzMzMzMzMzMzMzMzMysGZk90d8Vi8MJwMm0qPvJ5RmTCIneKpTyxqJUNgg1wLyDNqcdwXsReJ2qcORFQjhyAzH6q5tcOFLCm0MIR1amdU1DZZ8y5f2FfPTXOiLltREzit8kOuuHo8P2KtWU9zxKeUtRE84HCP53qLR0F5GMzczMzMzMzMzMzMzMzMzMmpHZBOo/tYPF7ShcrEQlpNnk8ozP07/nEM0mnxDJ7DxKVocI4UgrKtnsJReO7EAbUb74L8iFI4vJhSPnyYUjK9BGzKBn4chZtIl/QCmvHaXHjcTYruWohPQiIRxZhlLkHqrCkUPpbxbo8I0zMzMzMzMzMzMzMzMzMzNrYmaLqP/Uvgp1tijYTIyg6kRd76+kBV5BVTjSkn7uJnLN+aPE2K7VKKE9RGzqU6hMM4WehSMFSlMHyYUjW9PnX0sIR14juvQfo2fhyIeozHWOEI78BW3gSdT8Mh117D+F0uTd6OB1kwtHylRrZmZmZmZmZmZmZmZmZmbWzMwu6++rUC2oHDI+wegi4E2hsXDkNFXhSDcqIZUpr52qcKSTXDgyDN0fu4EQjgxCM3fLlLeGnoUjDxAGwlUI7ERCOLKeSHlt5MKRn6FEN4wwEI4gxnbtpW/hiJmZmZmZmZmZmZmZmZmZWTMyW0P9p3bFYkVRsBAlqI00Fo68iuA9hspA5QIHoRLMjYRw5DwqrYyjKhy5D23mCpT2JqMy1VlibNd4okt/HUp5NycQQ9CmvkGM7bqSxsKRAyi1QmPhyMMowf0FbeA3aENnkKe8ifQsHDEzMzMzMzMzMzMzMzMzM2tGZh/xIzRvH0L3yS6mhd1BVTgylXxs170I6ncI8seoi35B+jvPkgtHWhGkPeRju95AyWoIuXBkU3qBhUg48idy4cjd9C0cuYuehSMDUGlpP9qwDrSBr9KzcKSFGNv1vpmZmZmZmZmZmZmZmZmZWRMzu4X6T+2Kxf8qCv5MY3nGaGJs18tUhSNvogTVSghHynLUeXLhyFoE7DdEyluJGmkmo7LQGWJs169R6hxA78KR6xDEq8iFI8uJsV3Ppnft4McXjpiZmZmZmZmZmZmZmZmZmf3UmRXAoP6uWHTQszzjaAJwmhCOfEOkvLsR1HOEcGQsangZQC4cKcs+2xG8kcTYrj3kwpHR6fc20btw5B6U8sqyz9S0zlPE/bQ76Fk40oI6/X9H/wlHzMzMzMzMzMzMzMzMzMzMfurM6kUKPbUrFhQFp8lT3tK0wA2EcKQDpbxt1BOOvI825gL9IxwBHYj3gV8S84U3pc+/DgG7ir6FI51oIz5K6zmLNnoCvQtH/oLupz2KDoKZmZmZmZmZmZmZmZmZmVkzMrsTWFI3LtQNFpuKgtkooa0hRlAtQiWSzWgjRqcXKhPa62hs12OoO/4NQhbSToztKks2C4ixXV1o42ehktFXwJPpZaehks0ZVFY6kl58PtrQZ4ixXUtRs81WdG/smrSeEYQsZBgqIf0Mlbm2oFS7GB243xPGxbnoYB5Dh+AUSov3oYPzFJo9fA8hWDEzMzMzMzMzMzMzMzMzM2s2Zp/yIzRv70Z3u4aSyzPWEc0m46gKR6agLvjyTtnU9P2TKDF9QiSzbnoXjlyNQI1Eyewl1L3fiTZ/P9rMVnLhyCqizDUBHaqV5MKRb8iFI4+gDV6L7qWVaRaUFA+gDVtOCEd2oQO3jBCOmJmZmZmZmZmZmZmZmZmZNSuz66n/1K5Y/HNR8CVKNXNRglqdFngbajYZRAhHRiM4w1B62kEuHNlLdJx3opT3HoJ4gcbCkZko1X1JCEcmo/R3FkE8TM/CkTaUKrehoHQtgngFan7ZTi4c2Y9m/xbontwYGgtHjqXPPoG08DPSf36SGNtlZmZmZmZmZmZmZmZmZmbWbMzO8CMI8h4jH0E1mOrYrgKlonEoJa1KcGYiWF+jUtCXBLwyQX2C7qItpGfhyDa0eVehjSvhvYw2eyna/AMogbWQC0fWog2eQwhHulCyu59cOHIMJcF5qHS1nlw4Akq7B9CGlQfuFZTyhlMd22VmZmZmZmZmZmZmZmZmZtZMzIZS/7mk5u3jxP20u4i7X138cOHIvvQyLcTYroPoPtn59PfKlLcWQZpFPeHIOKJLfx0hHGlDwF6gKhx5HZWAhhEp722iS7+dXDhyBs1ALlPe9zd1JiEcMTMzMzMzMzMzMzMzMzMzazZm04DZ/V2x2IVAdqCU9zuU8gaRp7xn6Fk4MgPdTztOjO26B0H9jhjbdTuCR3r594ixXYOpLxx5B5WxivT3biPGdp0jhCOfE8KRaSjlnSJS3p1EqWwDuXBkILovt5+YKzwMlcnMzMzMzMzMzMzMzMzMzMyanVndp3bF4h+Lguko5R2nvnDkaWJsVzvqWn8JpbyrUKoqy1HPpd9ZjqAfIoQjbcTYrjUo5c1G0EqIn6NNnoMabVagQ/BrQjiyGh2Wm+ldOLILlakuJxeOPIM2tYNcOHIabfRENJprNSqTmZmZmZmZmZmZmZmZmZmZNTOz/9DfFYshKLHsSAtbRi7PGEBVOHKeEI6UKe8UMcbq+ylvEhKOnE8/9zEhHBmI7qe9S6jSh6DN3E2kvJHp39tRCuwgF45cQJsxlr6FI9PQHN/T5MKRhxOP9YRwZBE6PM+j1Ht9+uzLzczMzMzMzMzMzMzMzMzMmpjZY9R/alcsjhYFXSjlzSTkGStRaWUivQtH1qN0dAMhHNmKRmxdTVj+9iJgQ2ksHFmCykp/RnBOoGaUKSjdrUz/dxoq9ZwgOuvHodR5kVw40pE+bxNV4cgOlPJGEMKRA+iQDUq/ews9C0fMzMzMzMzMzMzMzMzMzMyamVnR34I8ioKjhDxjOmqAOUEuHJmNEtqatLDb06IG0Fg48jLqgr+CqnCkNb3kTeTCkUcR0E+ILv1ZXJpw5CICeZAQjrSgg7EXNeE8jpLsTnLhyPUoxW3h0oQjZmZmZmZmZmZmZmZmZmZmzcRsNnBvf1+FeptcnvESjYUjW1BSWopKSAfTwgYQ8A4nKGdQqWgyjYUjp6gKR86TC0c6COHIPrSJywjhyHaiQWc0IRxpSX/vVnLhyDxCOLICNb/MQIfuW5Rcj6EGmfnpHdYRwpElidcmMzMzMzMzMzMzMzMzMzOzJme2kfpP7YrFfysK5qUPL0tI36Ju8xnE2K7P0s/MQWWeVYQqfSEqtWxKMMoS0jA0tmsnf5tw5DRKeVPpWTiyAqW8O7g04cgIQjgyjPrCETMzMzMzMzMzMzMzMzMzs2Zm9p/7u2LRnT7sAEp5nSjlvZIWN4IQjpTwWtNL/R1KY08TwpHxCUZZ9plJ38KRj1E3/KNpPRvJhSOtCN4+qsKRVxC8dkI4shkdit+ilPdHehaOnEAH7gGkbl9FVTiygapwxMzMzMzMzMzMzMzMzMzMrFmZdVD/qV2x+H1RXJJw5NO0wPk0Fo4MRmOuypTXjmyIL3NpwpFz6D7YOPoWjtyL4JYp7zB9C0e2oJQ3ilw4sg0dwuXoUL5NlIraUcr7A0p5ZmZmZmZmZmZmZmZmZmZmzcjsVoD+rliM4dKEI6PoXThyAW3QHcTYrtPkwpGV5MKRc+TCkQUoLW4kF4600lg4shtt8mBClf4OuXBkLFXhyCSqwpHpxH25Y6iBZh4hHPk9MbbLzMzMzMzMzMzMzMzMzMysGZl9QP2ndsXio6LgZnqWZ6xCJZ8ZNBaOLEBNKiuJlNeGgG2gb+HIKJTyNvO3C0cmI2CnqCccuSx97h76VzhiZmZmZmZmZmZmZmZmZmb2U2bWDfyX/q5YrCFS3mKUkJ4n5BmdqOyzA8G7nFw4siV92FJ0P+0DBO8cup92F3E/7STazPuJlPc5aqCZzaULR94gF47sQaO/Bqfv3UAuHFmE0uMf0YE7g8pN9xL3074hF4500btwxMzMzMzMzMzMzMzMzMzMrNmYDaL+UztYnETh4g8o5bWnX34WlZCuRwlneHrBnahUsxwlot2oUWYYSkc3o2S2BqXHhehu2BEE/RQCPhXdJVuRAExNQE6gDfuEkIScR4flINqIZcRh2Yvuti0nJCEvpvWWG7EfNeO0oKR4K+r+70KHZT46CH9Fd+6Oo014kDgsR9PPLECbZ2ZmZmZmZmZmZmZmZmZm1qzMFlH/qX0Val9R/GtCayNGUK1LLz83ffinCNhJouP8BDG2axKC240S2kcooZUlm+cSjJ8jiENR9/suVE56HEHcg0o2reTCkY1IFLKAGNu1CjW3PER1bNdUQjjShZpf7kCJ8yK5cGRJ+ryt6fOvRc04w9P6XiEXjryFDoCZmZmZmZmZmZmZmZmZmVkzMvs59H/z9iRUDjlLyDN+lRZWIHhvEyWkYWg+7mtoPFYnKiHtAV5AJZ2lRMpbnxazAN0NO5KgnCEMhF8TzS9TkIjkFEqIZcpbiA7FM+TCkRbCQHg10fyykxCOtBNjuzYi4IuIlLeaEI5MRIdqJWp+mY4O3LdECWmimZmZmZmZmZmZmZmZmZlZEzM7Qv2ndsXi06LgWmJWLghimfI2oA2aR4ztKhf4ALpfdgKpyT9LLzEvvdQqdPfrNgSxBd0Ne4tofrkcpacd5Kr0fWhTW6gKR7rT3ytT3hq0aQ+hu2RlyvsKbfJvyIUj41HKG0CUo/4OpdshaFN3E8KRK9Che4lcOGJmZmZmZmZmZmZmZmZmZtaMzFqBv+/visUKBPYuBO88Av8hSnmL0x97Hm3UdYRw5NW0uOGEcKSE10qM7TqEyjSgu1/jibFdZ9C9r8no7lcXMcd3Fo2FIxdQSjtINL+0ontoe4nu/CvRHN+XUZmqHW3+2+jADUSbeRshHOlG5a8y5XWhA3c/VeGImZmZmZmZmZmZmZmZmZlZMzI7S/2ndsXiiaJgOPWEI6dRKroblZxWo5LPA+ju1zfkY7seSS/VRe/CkaXoTtrL9C4cWY6gH+SHCUfmok19Ch2CcYRwZC06LDejktlQ+kfSYmZmZmZmZmZmZmZmZmZm9lNjthuY1t8Vixmo5FKmvDtRyrtIVTgyKC3sLVRqakcbuDN9lSlvFBrt9QJKUG2oLPM+MTd3fvqsMuWdTmuZSs/CkTXkwpEBVIUjgwnhyEhyeNvTf1/eT3uHKJUtJIQja6knHDEzMzMzMzMzMzMzMzMzM2tWZnWf2hWLi0XBTpTyhqdF/xylvKfTi3YQwpG1KCE9yg8XjowhutY3UE84shcBG5K+dyPRSNNNVTjyLRr1NY1cODIFpbxT5MKRRaixZzUhHFmK7uxtJheOXA1mZmZmZmZmZmZmZmZmZmZNzeya/q5YnEgLnZkW1kXIM+ann1lPpLw2Yt7um+TCkZ30LRy5Jf2tDcB35MKR1fQsHJmE0tY5cuHIQpQ6n0Vp7UYC3kuEcGQZSnu7yYUjo4nRXxfIhSPlgZtDLhw5bmZmZmZmZmZmZmZmZmZm1sTMnqT+UztY/Et62Rnpq3zxo/QuHCnSwg8QwpHLyYUjy6gKR5YSzS9ryYUjh9Nnn6axcGQajYUji1B6fJrGwpE9KMUuJ4QjLxFp9heEcKSVqnDkPDqQE8mFI2ZmZmZmZmZmZmZmZmZmZs3I7EvqP5fUvD2KkGe8RnScP0bPwpEyoZ1DZZhJKBWupGfhyN0IYjdV4chAVJ7ZjxJXJyEc2YnGYz1O38KRC6ikNR5t0mp0iB4iNvVJdNimpO+fJUpId9C7cGQbMbbLzMzMzMzMzMzMzMzMzMysGZm9CDzc31eh7iKXZ3wf3iqqwpH1KOWNQRtSoOR2AHXgL0Mp7mWqwpG9hHBkCblwpEgvP45cOPIQgvU19YQj3aiEdIiehSPLUPrcldY5LP3caEI40oIOR5ny1qS/PZeqcMTMzMzMzMzMzMzMzMzMzKyZmD1M/ad2xeJcUWTyjHKBr3HpwpGHibFdq9CorgeoCkcmpJ+9QHVsVwuXLhwZlNZ9Ez9cODIbbXqZ8sZTFY7cjA7eUDAzMzMzMzMzMzMzMzMzM2tqZiP6u2IBjeUZ93FpwpEClZb2ow3rQBv4KtrQywnhyJsEvLb0cu/zw4QjD6GGmbX8cOHIG+TCkdE0Fo78CSniu83MzMzMzMzMzMzMzMzMzJqY2SrqP7UrFv+7KFiCgD1PyDM600JfI4QjZcp7mxCOdBBju9YhYI+Qp7zj1BeOjEGb2kouHGlH9+W2o5Q3EkG8FqW859LvlCnvEDoo58mFI2tQ0pxNPrbrC7TJc1CjTZnyxqFNHZh+9xAhHDEzMzMzMzMzMzMzMzMzM2tWZk/0d8Xijwjed2lh96SFlWWfqYREr4uqcGQ9MbZrMVXhSAc9C0feIheO3Ax8gFJeN42FIw8SwpES3iR0P+0ckfLGEgbCjagRpkx5Q1BJbDc6aJ3kwpEhxP20d1DKu4hS3u1EMjYzMzMzMzMzMzMzMzMzM2tWZnWf2hWLfykKPqRneUaZ8nbSu3CkE23ERygFnUmLnkBj4cjXxKZOQMC+I7+f1kZVONKBhCPbUMq7mryRZjM9C0eWIIifoE09gZp9ptK7cOQwMQKsoG/hiJmZmZmZmZmZmZmZmZmZ2U+Z2SBgQM2KRe1gcaooeIYYQbUUNZu8gMox16CRWMPTS7+KNmo56ph/E6W5gSjdjUFpbx26EzYX3XX7FDWWnELK9fuJsV1/RalyDnG37COU0MrDshltxGgEeAhKYq+TN7+8QchC2omxXc8SXfrj0UZ0pc+bhUpGX6b1fI3u4z2IEmUXSph3osR5AczMzMzMzMzMzMzMzMzMzJqa2ZD+vgo1FMG7Nb34KqrCkRXkwpFv0sKOontn81GaW0uM7WpPL72JXDhyGSrZ7ELwlqEUuQfdhxuWfveXKJmto3fhyBQEbyVKZlPT90/Ss3DkEEp+nSg9bkHJ8Jq0xpHkwpFOtPn70Wa2mpmZmZmZmZmZmZmZmZmZNTGz9dR/alcs1hUFD6cX3UCkvDaUkLYmQNdSTzhSoPLMGNRhv55cOHIMbepJlPBmoI79p+hdOLIQlWw2E2O7OulZOLI3rb0l/VyZ8jZSTzhSprwpNBaOzDczMzMzMzMzMzMzMzMzM2tSZof5EZq396MENohcnrGW+sKRY+ln5qEyzHpCld5GLhy5nhCOvIJS3ghibNdeGgtHnqaxcORsgjSZXDgyGTW/nKFv4Ug7VeFIJ9rUXYRwpB1t/gEzMzMzMzMzMzMzMzMzM7MmZvYL6j+1Kxb/oyg4hpLOApRI1hHyjCUoQb2A7nqN4ocLR84gicgkcuHI/eju1/dT3gR6Fo60opT2FlXhyKtpbY+hMlC5qYNQSehGQjhyHpWTxpELR2ahsV1foET3JSEcOZvWeMTMzMzMzMzMzMzMzMzMzKxJmXUDg/u7YrGMkGdsIu5+3YbGdq1FZZ/ZqKTzOVXhyCly4cjctNgNhHBkEWqG2UJVOLIDbWh59+ta1ECzlapw5Bk0JuthVPI6Qi4cmUo+tuteQjiyhhCOLEjvvxFtyo3kwpE95GO73kApbwi5cMTMzMzMzMzMzMzMzMzMzKzZmA2i/lO7YkFRcIK4n/ZrlKAG0Ltw5DoE8SoEcCtKWMvR2K4DRNd6B70LR1ajks90NLbrOI2FIyvRwRhDCEeeJsZ2taMS1Eso5V1FY+FImfIOEcKRtvTuZco7QVU48jlKeXPJhSNmZmZmZmZmZmZmZmZmZmbNxOweYEF/VyxeJJdnvItS3kWU8sbSWDjyGY2FI6sQ2DtRArtIVTjSglLe78iFIzvS1+U0Fo4soSoceYRcOHIKpbxpNBaOnCdS3lhCOPIsfQtHRqLUt93MzMzMzMzMzMzMzMzMzKzJmdV9alcsnigKpqImlRNp0X9Gd7QWI4hrUMnmlyhBDUMbtZdcOLIDST5GEMKRA6jUMxDBvgU10qxG9+EWUhWOPJi+vkaJ7hhqpHmUXDgyhphRvB6Vvm6gKhwpU94oGgtH3kflsQvUE458lv5tZmZmZmZmZmZmZmZmZmbWrMz+fX8L8v4pXYWahko2Z9KLH6Fv4chWYlbu4yiV7SQXjlyPUtwWqsKR9eRd+sdQuegUjYUj96J0eQ4djI8SsIUooW2mKhx5GZW1rqCecAS02eNoLBz5CngSHRAzMzMzMzMzMzMzMzMzM7NmZPYtcGV/X4X6d6gcshOVScqSzWh6F450o7LQBEI48i0qH00nhCPH6Fk4sjStYROC9zN6F47sRvfhhqbfvRkdjPXphUt4h9FBOoNKRVPoWTiymqpwZAM9C0euJoQjZmZmZmZmZmZmZmZmZmZmzcjsCuo/l9S8/Tkhz5iMkszZtOjDaGzXI/QsHNmWAF2LII5AWvLt5MKR/ajZpCAXjmxACWouIRxZScwXnoFS3pPkwpEL6EB8RGPhyGgE8TI0tmsHfQtH3kMH7wK5cGQNSp0PoST8pZmZmZmZmZmZmZmZmZmZWZMyexCY3t8Vi31EI8cVhIFwGEpQo9E9r83kwpE/Ene45hDCkS4E7P70dZIY2zUBJcLvUCL7EHXWL05reZ4Qjnwf3mvkY7tKeK3E2K5DhHBkPoJ3NH32GVQSm4wOWhcxx3cWkTo/QV30j1IVjiwlxnaZmZmZmZmZmZmZmZmZmZk1M7Nt1H9qVyz+a1EwC83v/YLGwpEVKOWNIzrO1xJju9rQpr1AVTjyelr4ZSj5/YyYL3wR3Qcbg0pJ68mFI8cQsG/Qhs4khCN/pb5wZDRqfhmODtir5MKRfegAtKR134QS7DOojPRbIuWtRYfMzMzMzMzMzMzMzMzMzMysmZn9x/6uWAxEd7/20FieMZhIee+glFdQHdt1Ht39uptcODIN3U87he5+HUMNNHMRvA0o5d1CVThyHblwZBe6L9fBpQlHjqbPPo1KUFPIx3bdgw7idwjyx6iBZkFitIkQjixJTMzMzMzMzMzMzMzMzMzMzJqVWSf1n9oVi4+Lol+FI5ehO2e76Vs48jYCVlAVjpxOEO4mH9s1g8bCkQXoIHSh+2m3onLUYFRO2s/fLhxZTK5KNzMzMzMzMzMzMzMzMzMza0Zm4wH6u2JxE0pvQ9PC3qAqz3gpvUxHepF3UeK5gDbjdiLlnUGbeS9V4ciDCG4XAnsHSmBQFY60kgtHOlHZZwchHFlGCEe2pJdekv7GBwj+OXQ/7S50gFahpDkDlcqOo6aaL1CpajYCvppcODIQlaHeIe6nmZmZmZmZmZmZmZmZmZmZNSOzt6n/1A4W76ONWIZAP4/AX4Pua12VXvpFlIo60UbsTy/Zgko2Y1Cq6vrei9+N0tdT5JKQMpkdTT/zKNq8NSjd/Qpt+ADUbLIfbcRytBHb0pquTN+7DqXJ59BhaieaX9ak9/wtSmZHiLnCc9Dh+DJ977P07zko7a4ixnYtRs0vG9BdNTMzMzMzMzMzMzMzMzMzs2Zltpb6T+2rUP+9KFhANHKsQs0tD6F7W19RTzhyEW3KQTS2awlKaFvRpl6LNnU4ulf2Crlw5C10AAYQm/ohcddtHurS/xQBO4nGdj1ALhyZhCCeJ+YLjyXKXM+hTR2NDtRQGgtHdqPNbkUH4iaUajemdzUzMzMzMzMzMzMzMzMzM2tmZn/f31ehzqI7YYfI5Rlb0f2sq8mFI9uJZpPR5MKRRYRwZDVKQyW8vxJzfKenr2+JEtJEVEI6i8CXKW8Juq+2CZVsrifGdm0n4HWilLcXlZCGpt8tU976BGUBuk93OH32GdSgMxkduJXoHt6U9P1T5MKR36INNjMzMzMzMzMzMzMzMzMza1ZmbdR/alcs3ikKNiJgC+lbOPJVWuAsYmzXEXS3bH560fXkwpEhaFN3E8KRKxDAl1DKe4xcOAK6J1emvA3p8+ZRTzgykejSX40Oxm3pHVvQpr5FNL9cjlLeTvKUt5eehSNmZmZmZmZmZmZmZmZmZmbNyOyX0P/N2+PRfbALqCRykKpwZC/RaX4lIRwZml7gBiQB2YwaQhamF/4jKt2cJxeOlPDuRynvJLlwZB6hIf+QEI4UhHDkOnoXjuwjhCOLyYUjEMKRI2iTzhDCkeP0LBz5mBCOmJmZmZmZmZmZmZmZmZmZNSOzP1H/qV2xOFwUjCbkGefIx3atpWfhyL0I7lmU/I7Qv8KRjWmN7eQp7zSCOIkY23UcpbyZhHDkU7Sp82ksHBmc3nk/kfKGc+nCETMzMzMzMzMzMzMzMzMzs2ZiVgD/0N8Viy5yeUaRXv49+haO7CaEI+00Fo7cRoztOofueE2innBkHrlw5FfoztsgtJn7UampA23gTnLhyCg02msrSp1t5MKRC2iD7iBS3mlUgppKY+HIOarCETMzMzMzMzMzMzMzMzMzs2ZiVi9S6KldsXiiKBiGktaNaYHr0P20NlRWKu+nfYvS3DRy4cgUdPfrFLlwZBHajNXp795MCEc2o029jhCO7EIpb3haz8/pWTiyFpVyHkXlqDLlfU3fwpGVKOWNITr9N6ByVJnyRlAVjoxCKW8zOnhmZmZmZmZmZmZmZmZmZmbNyOx3wN39XbGYg1LXapTybkOpbCBqgHmXvoUjuwnhSCdKee+ilHgBbcbt6cXXURWOdCHhyDQ0E/gU9YUjzxPCkQ7qCUeWoiac3xPCkUdQoixT3imqwpHP0Yzi35iZmZmZmZmZmZmZmZmZmTU5s7pP7WBxHz3LM84T3fA3kgtH9qJ7WsvRhryKNqJMZjegss4zCFYbMbarC6XH+cTYrqfSyz6YXr588aPpxReQC0fGIOgFOiwH0D225YRwZCeNhSPDCOHIwfQ3C3RHbRwa27UClZDmUBWOTDMzMzMzMzMzMzMzMzMzM2tiZp9S/6l9FeqromAEKuFs49KFI+UCn0TgpqTvn6U6tgsaC0e2EWO7HuPShCO/RyWfc6h0NQndZ1tBY+HIZ4TmvJsY2zUWbcJAVNLaT1U4sguN7XocHTwzMzMzMzMzMzMzMzMzM7NmZHYZ8J/6+yrU/0GNHFMIecYaIuUtpCoc6UDd91tRyrua6IbflRZ8GSEcOYBm7LaSC0fWJBBzqY7tmo7gfUuM7ZpIVTgyBm1IgZLbAUI4MozcQNiJSkh7UKPMEHLhyIb0dx6hKhyZlRh9ndZoZmZmZmZmZmZmZmZmZmbWrMxOUP+5pObtkYQ8Y19a4CBibNd7XLpwZDJKUGeIlDc+veAA/u8LR+5HJakT5MKReem9VpGP7WqhsXDkFXTX7QozMzMzMzMzMzMzMzMzM7MmZbYDmNnfFYvJ5PKMe4myz1oE+9f0LBxpQcKRfeTCkTfIhSOjUTf8ZhoLR7rRppUprwvBuw+lvJP0LRxZhNLZFqrCkR30LhxpQwbC91GShcbCkQfNzMzMzMzMzMzMzMzMzMyanNlM6j+1KxbdRZHJM5Z/b4HPU084sgZB+g352K4v0CbPSS/wFLlwZGD63UPE2K5h6XN3E8KRkQjgNgS0THlvE8KRDmJs17r0eY+gJpljxNiuBxDIb8jHdj2CDkIXMbZrMdqgZwjhyFI0tsvMzMzMzMzMzMzMzMzMzKyZmY3s74rFOS5dODIgvfy7RMobjMo7u6kKR7YTwpEbCOHIRZTyxhLCke9QyptEbOY3aX3TibFdxwjhyEWqY7sGoZT3Fkp57YRwZCeR8kaln3mBXDjyAWrK6UYp707+NkmLmZmZmZmZmZmZmZmZmZnZT4XZCuo/tSsW/7Mo/lWe8SIqr5Tln1GokWUzui+2DEE/lF66m1w4shrd95qLoJUQP6cqHDmMUl5Z6llNCEeWopS3mRCOdKZ17aSxcORpdDi+n/LW0rNw5MH09TWxqRPQITtHpLxb0zu20lg4YmZmZmZmZmZmZmZmZmZm1ozMnujvisXhBOBkWtT95PKMSYREbxVKeWNRKhuEGmDeQZvTjuC9CLxOVTjyIiEcuYEY/dVNLhwp4c0hhCMr07qmobJPmfL+Qj76ax2R8tqIGcVvEp31w9Fhe5VqynsepbylqAnnAwT/O1RauotIxmZmZmZmZmZmZmZmZmZmZs3IbAL1n9rB4nYULlaiEtJscnnG5+nfc4hmk0+IZHYeJatDhHCkFZVs9pILR3agjShf/BfkwpHF5MKR8+TCkRVoI2bQs3DkLNrEP6CU147S40ZibNdyVEJ6kRCOLEMpcg9V4cih9DcLdPjGmZmZmZmZmZmZmZmZmZmZNTGzRdR/al+FOlsUbCZGUHWirvdX0gKvoCocaUk/dxO55vxRYmzXapTQHiI29SlUpplCz8KRAqWpg+TCka3p868lhCOvEV36j9GzcORDVOY6RwhH/oI28CRqfpmOOvafQmnybnTwusmFI2WqNTMzMzMzMzMzMzMzMzMza2Zml/X3VagWVA4Zn2B0EfCm0Fg4cpqqcKQblZDKlNdOVTjSSS4cGYbuj91ACEcGoZm7ZcpbQ8/CkQcIA+EqBHYiIRxZT6S8NnLhyM9QohtGGAhHEGO79tK3cMTMzMzMzMzMzMzMzMzMzKwZma2h/lO7YrGiKFiIEtRGGgtHXkXwHkNloHKBg1AJ5kZCOHIelVbGURWO3Ic2cwVKe5NRmeosMbZrPNGlvw6lvJsTiCFoU98gxnZdSWPhyAGUWqGxcORhlOD+gjbwG7ShM8hT3kR6Fo6YmZmZmZmZmZmZmZmZmZk1I7OP+BGatw+h+2QX08LuoCocmUo+tuteBPU7BPlj1EW/IP2dZ8mFI60I0h7ysV1voGQ1hFw4sim9wEIkHPkTuXDkbvoWjtxFz8KRAai0tB9tWAfawFfpWTjSQoztet/MzMzMzMzMzMzMzMzMzKyJmd1C/ad2xeJ/FQV/prE8YzQxtutlqsKRN1GCaiWEI2U56jy5cGQtAvYbIuWtRI00k1FZ6AwxtuvXKHUOoHfhyHUI4lXkwpHlxNiuZ9O7dvDjC0fMzMzMzMzMzMzMzMzMzMx+6swKYFB/Vyw66FmecTQBOE0IR74hUt7dCOo5QjgyFjW8DCAXjpRln+0I3khibNcecuHI6PR7m+hdOHIPSnll2WdqWucp4n7aHfQsHGlBnf6/o/+EI2ZmZmZmZmZmZmZmZmZmZj91ZvUihZ7aFQuKgtPkKW9pWuAGQjjSgVLeNuoJR95HG3OB/hGOgA7E+8AvifnCm9LnX4eAXUXfwpFOtBEfpfWcRRs9gd6FI39B99MeRQfBzMzMzMzMzMzMzMzMzMysGZndCSypGxfqBotNRcFslNDWECOoFqESyWa0EaPTC5UJ7XU0tusx1B3/BiELaSfGdpUlmwXE2K4utPGzUMnoK+DJ9LLTUMnmDCorHUkvPh9t6DPE2K6lqNlmK7o3dk1azwhCFjIMlZB+hspcW1CqXYwO3O8J4+JcdDCPoUNwCqXF+9DBeQrNHr6HEKyYmZmZmZmZmZmZmZmZmZk1G7NP+RGat3eju11DyeUZ64hmk3FUhSNTUBd8eadsavr+SZSYPiGSWTe9C0euRqBGomT2Eure70Sbvx9tZiu5cGQVUeaagA7VSnLhyDfkwpFH0AavRffSyjQLSooH0IYtJ4Qju9CBW0YIR8zMzMzMzMzMzMzMzMzMzJqV2fXUf2pXLP65KPgSpZq5KEGtTgu8DTWbDCKEI6MRnGEoPe0gF47sJTrOO1HKew9BvEBj4chMlOq+JIQjk1H6O4sgHqZn4UgbSpXbUFC6FkG8AjW/bCcXjuxHs38LdE9uDI2FI8fSZ59AWvgZ6T8/SYztMjMzMzMzMzMzMzMzMzMzazZmZ/gRBHmPkY+gGkx1bFeBUtE4lJJWJTgzEayvUSnoSwJemaA+QXfRFtKzcGQb2ryr0MaV8F5Gm70Ubf4BlMBayIUja9EGzyGEI10o2d1PLhw5hpLgPFS6Wk8uHAGl3QNow8oD9wpKecOpju0yMzMzMzMzMzMzMzMzMzNrJmZDqf9cUvP2ceJ+2l3E3a8ufrhwZF96mRZibNdBdJ/sfPp7ZcpbiyDNop5wZBzRpb+OEI60IWAvUBWOvI5KQMOIlPc20aXfTi4cOYNmIJcp7/ubOpMQjpiZmZmZmZmZmZmZmZmZmTUbs2nA7P6uWOxCIDtQyvsdSnmDyFPeM/QsHJmB7qcdJ8Z23YOgfkeM7bodwSO9/HvE2K7B1BeOvIPKWEX6e7cRY7vOEcKRzwnhyDSU8k4RKe9OolS2gVw4MhDdl9tPzBUehspkZmZmZmZmZmZmZmZmZmZmzc6s7lO7YvGPRcF0lPKOU1848jQxtqsdda2/hFLeVShVleWo59LvLEfQDxHCkTZibNcalPJmI2glxM/RJs9BjTYr0CH4NSEcWY0Oy830LhzZhcpUl5MLR55Bm9pBLhw5jTZ6IhrNtRqVyczMzMzMzMzMzMzMzMzMzJqZ2X/o74rFEJRYdqSFLSOXZwygKhw5TwhHypR3ihhj9f2UNwkJR86nn/uYEI4MRPfT3iVU6UPQZu4mUt7I9O/tKAV2kAtHLqDNGEvfwpFpaI7vaXLhyMOJx3pCOLIIHZ7nUeq9Pn325WZmZmZmZmZmZmZmZmZmZk3M7DHqP7UrFkeLgi6U8mYS8oyVqLQykd6FI+tROrqBEI5sRSO2riYsf3sRsKE0Fo4sQWWlPyM4J1AzyhSU7lam/zsNlXpOEJ3141DqvEguHOlIn7eJqnBkB0p5IwjhyAF0yAal372FnoUjZmZmZmZmZmZmZmZmZmZmzcys6G9BHkXBUUKeMR01wJwgF47MRgltTVrY7WlRA2gsHHkZdcFfQVU40ppe8iZy4cijCOgnRJf+LC5NOHIRgTxICEda0MHYi5pwHkdJdie5cOR6lOK2cGnCETMzMzMzMzMzMzMzMzMzs2ZiNhu4t7+vQr1NLs94icbCkS0oKS1FJaSDaWEDCHiHE5QzqFQ0mcbCkVNUhSPnyYUjHYRwZB/axGWEcGQ70aAzmhCOtKS/dyu5cGQeIRxZgZpfZqBD9y1KrsdQg8z89A7rCOHIksRrk5mZmZmZmZmZmZmZmZmZWZMz20j9p3bF4r8VBfPSh5clpG9Rt/kMYmzXZ+ln/n/tnd9zVdUZhp+jJEhKaB017WBrBy3aDkGKGSVURGiVH41pjAkk9f/o9K7TP6ZjIb8k1JSqBQoamRJwEOygWHXaEae0TlUIBBoSevGu3a97dk6yQ86FZ+Z9Z85NOJy99rPWzTvft773WVTmGSSi0jtRqeX3CUZWQmpCY7vGWVrgyBRyee1UDxzZh1zeehYXOLKKCBxponzgiJmZmZmZmZmZmZmZmZmZWT0z+0WtKxYz6WFnkcvbi1ze8bS4VUTgSAavMb3Ug8iNHSQCR1oTjKzss42FA0f+hm7DP5fWM0Y+cKQRwTtNMXDkOILXSwSOHEKH4mfI5X1M9cCRSXTgtqDo9kGKgSOjFANHzMzMzMzMzMzMzMzMzMzM6pXZHsqrdMXig0plUYEjl9ICdzN34MhyNOYqc3m9KA3xGIsLHJlG/WDrWDhw5HEEN3N5n7Bw4MhryOW1kA8cOYwOYT86lOeIUlEvcnkfIpdnZmZmZmZmZmZmZmZmZmZWj8weBqh1xWItiwscaWH+wJFZtEHribFdU+QDR/aTDxyZJh840oHc4hj5wJFG5g4cOYk2eTkRlf4u+cCR71MMHGmjGDjyFNEv9w90gWYnETjyATG2y8zMzMzMzMzMzMzMzMzMrB6ZXaC8SlcsPqpUWEP18IxBVPLZytyBIx3oksp+wuV1I2CjLBw40oJc3iGWHjjyBAJ2jXKBI19Lz52gtoEjZmZmZmZmZmZmZmZmZmZmX2VmM8Cval2xGCZc3vPIIb1KhGfsRWWfNxG8leQDR15LD+tB/WkXELxp1J+2gehPu4o280nC5X2GLtA8w+IDR/5MPnBkAo3+Wp7+9m3ygSNdyD1+jA7cdVRuepzoT7tMPnBkgPkDR8zMzMzMzMzMzMzMzMzMzOqN2TLKq7SxuIrMxYfI5fWm//wKKiF9Czmc5vSC46hU048c0Ul0UaYJuaM1yJkNI/fYiXrDLiLo1xDwdtRLti8BaE9AJtGG/Z0ICbmJDst5tBF9xGE5hXrb+omQkCNpvdlGvIMu4zQgp/gwuv0/gA7LbnQQ/ol67r5Em/A0cVg+Td/pQJtnZmZmZmZmZmZmZmZmZmZWr8y6KK/SrVCnK5X/ObRuYgTVy+nld6SHX0LArhI3zieJsV1tCO4McmgfIYeWlWz+kGCsRhBXoNvvb6Fy0osI4gQq2TSSDxwZQ0EhHcTYrkF0uWU7xbFd7UTgyAC6/LIeOc5b5ANHXkjP+2N6/n3oMk5zWt9x8oEjZ9ABMDMzMzMzMzMzMzMzMzMzq0dmq6H2l7fbUDnkBhGe8b20sAqCd44oITWh+bgn0HisvaiENAG8jko6PYTLO5AW04F6wy4mKNeJBMIviMsvm1AQyTXkEDOX14kOxe/IB440EAmE9xCXX8aJwJFeYmzXGALeRbi8ISJwZCM6VPvR5Zen0IG7QpSQNpqZmZmZmZmZmZmZmZmZmdUxs4uUV+mKxaVKhfuIWbkgiJnLG0UbtJMY25UtcAvqL5tE0eT/Si+xM73UIOr9egRBbEC9YWeIyy8rkXt6k3xU+mm0qQ0UA0dm0u9lLm8Ybdp21EuWubzP0Sb/hHzgSCtyeXcQ5agHkbu9C23qSSJw5Ovo0B0lHzhiZmZmZmZmZmZmZmZmZmZWj8wagV/WumKxD4HdgODdROD/ilze8+nHXkUb9U0icOSNtLhmInAkg9dIjO16D5VpQL1frcTYruuo7+sJ1Ps1QMzx/TFzB47MIpd2nrj80oj60E4Rt/O/geb4HkNlql60+efQgbsTbeYjRODIDCp/ZS5vAB24JykGjpiZmZmZmZmZmZmZmZmZmdUjsxuUV+mKxa8rFZopFzgyhVzRY6jkNIRKPltQ79dl8mO7fppeaoD5A0d6UE/aMeYPHOlH0M9ze4EjO9Cm/hYdgnVE4MgIOixrUMlsBbUJaTEzMzMzMzMzMzMzMzMzM/uqMTsJbK51xWIrKrlkLu9R5PJuUQwcWZYWdgaVmnrRBo6nT+byWtBor9eRg+pGZZn3ibm5u9OzMpc3ldbSTvXAkWHygSN3UAwcWU4EjtxNHt6f0r9n/WnvEqWyTiJwZIRygSNmZmZmZmZmZmZmZmZmZmb1yqysSlcsblUqjCOX15wWvRq5vIPpRfcQgSMjyCE9x+0Hjqwlbq2PUi5w5BQCdlf62wPERZoZioEjV9Cor83kA0c2IZd3jXzgSBe62DNEBI70oJ69Q+QDR+4BMzMzMzMzMzMzMzMzMzOzumZ2b60rFpNpodvSwgaI8Izd6TsHCJfXTczbfZt84Mg4CweOPJR+axT4D/nAkSGqB460Ibc1TT5wpBO5zleQW3uAgHeUCBzpQ27vJPnAkfuJ0V+z5ANHsgP3LPnAkS/NzMzMzMzMzMzMzMzMzMzqmNlLlFdpY/Gb9LJb0yd78U+ZP3CkkhZ+lggcWUk+cKSPYuBID3H5ZYR84Mgn6dlTzB04spm5A0e6kHs8yNyBIxPIxfYTgSNHCTf7HSJwpJFi4MhNdCA3kg8cMTMzMzMzMzMzMzMzMzMzq0dm/6a8FnV5u4UIzzhB3Dj/OdUDRzKHNo3KMG3IFe6neuDIYwjiDMXAkTtReeYd5Lj2EoEj42g81ossHDgyi0parWiThtAh2k5s6kvosG1Kf79BlJDWM3/gyGFibJeZmZmZmZmZmZmZmZmZmVk9MjsC7Kp1K9QG8uEZ/w9vkGLgyAHk8taiDakg53YW3cDvQy7uGMXAkVNE4MgL5ANHKunl15EPHNmOYH1BucCRGVRCeo/qgSN9yH2+ldbZlL53PxE40oAOR+byhtNv76AYOGJmZmZmZmZmZmZmZmZmZlZPzHZRXqUrFtOVSi48I1vgCRYfOLKLGNs1iEZ1baEYOPLD9N1ZimO7Glh84MiytO7vcvuBI8+gTc9cXivFwJE16OCtADMzMzMzMzMzMzMzMzMzs7pmtqrWFYuGtIBHUX/aAOoH+1H6XEFAP0PwdiDgo2iM1VrUDzaLSkt/QTfw96Ayyxvosknm8u5GF2QOI5fXjfrB3kdju5ah3q8foP60IdQP9jQa0/V5WuNldPlkW1rvCDHHtwOVs8aAC2hzepCDPILGht2LNm5lWl92QacX9dCdQ661EW3mQ+iwvJx+x8zMzMzMzMzMzMzMzMzMrF6ZDVJepSsWlmVZlmVZlmVZ1VS6YmFZlmVZlmVZllVNNhaWZVmWZVmWZS1ZNhaWZVmWZVmWZS1ZNhaWZVmWZVmWZS1ZNhaWZVmWZVmWZS1ZNhaWZVmWZVmWZS1ZNhaWZVmWZVmWZS1ZNhaWZVmWZVmWZS1ZNhaWZVmWZVmWZS1Z/wXikFEfMntK4wAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "color_img=np.zeros((h,w,3))\n",
    "color_img[:,:,0]=img\n",
    "\n",
    "fig=plt.figure(figsize=[10,10])\n",
    "plt.imshow(color_img)\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "id": "358584d9",
   "metadata": {
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "color_img=np.zeros((h,w,3))\n",
    "color_img[:,:,1]=img\n",
    "\n",
    "fig=plt.figure(figsize=[10,10])\n",
    "plt.imshow(color_img)\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "id": "3c8508ec",
   "metadata": {
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "color_img=np.zeros((h,w,3))\n",
    "color_img[:,:,2]=img\n",
    "\n",
    "fig=plt.figure(figsize=[10,10])\n",
    "plt.imshow(color_img)\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1a34eeff",
   "metadata": {},
   "source": [
    "## 自分の視覚センサー特性を調べてみよう\n",
    "\n",
    "人によって、錐体分布は千差万別です。\n",
    "当然、赤色・緑色・青色の斜線パターンの見え方も、それぞれの錐体分布個性に応じた見え方となったことでしょう。\n",
    "\n",
    "もしかしたら、\n",
    "\n",
    "- 赤色と緑色では注視している部分だけ斜線が見えて、青色では注視している部分は逆にノッペリと見えた\n",
    "\n",
    "という人もいるかもしれません。\n",
    "もちろん、それとは違う見え方をした人もいることでしょう。\n",
    "\n",
    "もしも網膜上の錐体密度が誰しもほとんど同じなら、けれど赤色・緑色・青色の錐体分布が人によって違うなら、色模様を識別するのが得意な人がいたり、明暗の識別を得意とする人がいたり、得意・不得意のバリエーションが豊かに広がるような気がします。\n",
    "\n",
    "さまざまな模様を作り、自分の視覚がそれをどう認識するかを調べ、自分の目が備えている光センサーの分布や特性を眺めてみると面白いかもしれません。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fb881253",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "display_name": "jupyter-book-py311",
   "language": "python",
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   "codemirror_mode": {
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   "title_cell": "Table of Contents",
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