{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Image Classification with PyTorch and ApertureDB\n",
    "The following notebook illustrates image classification on a set of images retrieved using a dynamic query. The images were ingested into ApertureDB using a related tool [prepare_aperturedb.py](https://github.com/aperture-data/aperturedb-python/blob/develop/examples/image_classification/prepare_aperturedb.py). We use the pre-trained Alexnet model in PyTorch for classification\n",
    "\n",
    "## Prerequisites:\n",
    " - Access to an ApertureDB instance.\n",
    " - aperturedb-python installed. (note that pytorch gets pulled in as dependency of aperturedb)\n",
    " - COCO dataset files downloaded like it's done in [PyTorch COCO Data example](/HowToGuides/Advanced/loaders).\n",
    "    We will use the validation set in the following cells.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Install ApertureDB SDK"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%pip install aperturedb[complete]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Query for images that match the dataset name \"prepare_aperturedb\"\n",
    "Also resize them to 256x256 pixels to conform them to the input for Alexnet\n",
    "\n",
    "## Also instantiate Alexnet classifier, and use [PytorchDataSet](/python_sdk/datasets/PyTorchDataset)\n",
    "This is a drop in replacement for [torch.utils.data.DataSet](https://pytorch.org/docs/stable/data.html#dataset-types), and can be used in pytorch loaders.\n",
    "\n",
    "It abstracts the features like batched retrieval, so that large volume of such data may be easily used within applications.\n",
    "\n",
    "(Even stuff that does not fit entirely in memory)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'139: restaurant, eating house, eating place, eatery'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'5193: sax, saxophone'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2261: snorkel'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2299: pickelhaube'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2431: restaurant, eating house, eating place, eatery'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'7816: crash helmet'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'5529: ski'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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841ZczTtfToMtNA03UdT/ALVbTr641GGwni04WbL5cYZo5pnlQ9V8uBuV5Bx2LU1Akg3LyCMg57VMkkdq4uZY55I0OZYLe4MTTp/FEWUghXXKMARlWIzzmgl2ctJEY2yQyE5wfyH8q9mPu1ZLvZ/ozgkr00100/JkeBnOKMDOcU7YMA8/SkYYOK2MxAvzcDmmsrBjj+dPHA356UjFs7j0PvQNOw1kOflFBjJXHQ06jnHQ/WgQhVRyRSEKfu9acQDwRSBQDkUDTsMII4NGDjOKV+v4UH7g+tWncE7CZzzjFIVU9RTnAzj2pF5BPoapK43pqeMftly+ANN8FC817T5W1u5gkh0eeHIWBd0fmSufuKFLJhmwdzIMgFiPmP4b+NtStviDZa1aX95p9xcQlnuLWciCHJaMqihWx5cQAMmdwYj5c5kr781PSrDV7U2OqWUM8RZW2TRK4DKcq2CCMg8g9jzXzX8b/wDhWlt8fbTwZ4dsLi0uLPTJzqum6dGYBOXj8y3ePaGUkPMFyU4wQCp2sv5Rx7kNT2n9o05qNmkrKzu2le67H2vDGZRt9VmnK92+qtp9x7Z8HvEEV74XsdH1DxTJqOpiyFxcmZmaVVJUZZiq9SwIBwdrDgDFdeoLdABXmn7MMWlXHhGXV7HUbi5afCvJczKxbDMQyhVC7cHbkHcdvzoj7xXpwUDBXHPpX1vBuIxVfIqft3eSutNdFa1763+R4Wf06NLMZKmmk7PXu97dhpQkdAfY0pQlQgbv3p1FfUniN2Rn6x4o0DQHii1fU7e2edmESSyhSwVSztyeFVQzMT0VSavghhkHivB/2vfDPj+e7sde0jVDf6XLNFbyaHbecZreQiQrcqm8o4X5tzKI2UKAS6GQ11/7Onj9tZ8O2XgbUdUs7y807TIWE9oyqghKL5cYVisjlUZcsIlUAqpO8NXydHiGtPiGeX1KfLGy5Zd31PaqZVBZbHFU53fVW2R6VkZxmlALHAp21fSgKB0FfU76njCAOqYR8H1qnp/h3Q9I1G+1PSNGtrSTUZxNem2TaJpQoUyMBwXbG5m6kk5zV4DPAp6rxyPrWcoQlJNrVbeV9/w0KjJxTSe4zC9e9FP2L6UbF9Ksk9F/Zkj0uDxpdarrV7BbwQ2YjhlmmKfvnkUgAjhfkSQ5PGQOnUfpR8GPjbefDfwv4Zm1mJrrw74iiea3mEiSFJY53WfYFwI13/OkYGzBAVs7sfnx+xpocd14q1vXbrSLq9t9M0aSWe1srXz55lZWUpBEEdpJipbaFXPXGDgj7n+B3weS71S9+FnjMW1xpvhxNU/sK+t7gs8Rmjs7hvk6KULRSbQxG6aQfMCRX88eItRz4kmr6RUV+Cf6n7LwUlHJYq27f5nw5/wUT8K+FfCP7Zfjiw8GwQR2N7e22pj7NjZJNeWkF5NJx3eSd3PqWJPJNeJ7TnFfQv8AwUi8B6Z4G+POnpY3MdxNqvhK1vry5jJ/eyC5urTkZOMJaouMn7tfPvlnd7+lftXDFZV8gw0/7qX3K36H5hnlF0c3rwf8z/HUjAUH5umDVDwtpq6R4ZstIhjvfKsIfsUc1/EUkn8hjAZTnrvMZYEZGGrSACkEcEdDTri8tHa3shfkzpA2LV3LFYw5PmAnoCWI2g8EZP3xXr1Go1It6X0+/Y86kpTjKK9fu/4BFRnIGKeAm7BFIyHJCjg1sZDf4sAH8qGU7h7fhS7XxgD656UhGOMYoAYFJGRS4yNncU4ADgUYGc4oAjop+xfSk2fN04oAbQQT0H5U4p83HSjy/nyDkYq2tR7KxG4b7ynpSAs4CnrmpHUZximhQDkCmCVxTBLIN6A7ehbacD6ntXh/iNfgt8Tvj34c1vwlrdjfXthqE7a5b2yNI9y0SRLGScBdsZAJkz8yI8Y8wExnS/aXuPgjp0Ta5438TSw61ZWDPFpli7TT3EAydnlZKRhmGN7rjAJyVVq+b/ht8T7H4daHpHibQ/BkFr4gm1eZpL+SElIYXXMcCKzFF3xySDaqqzbAyuGwW/OOMOIJ4KtDC1qcXByT7tq6vpay6n1uRZWqtOVeEpKSTVtlqu/U98+Hfw8tdP8AiR4g8Qaf4h1RNLtdVlitYp72bzTMhiSLEisHMRLHG/cSGQLnOX9xgltbpBPZzrJE4yjo4YMPqOtcP4S8SfCv4kxT+GvDVstwskKXGpTW0xaKOb904iE6Nh34jJ8snhATnANd4oYLhiCe+AAPyFe3w3ltHCSnWoSTjN3bS63PNzjFOvyU6kWpQVte1hNgz3o8tc8k/X0pxBzgDP0rwf48/HLwhq3i6T4OT6tKbZ4HS+fT5JoLzT7yIvkKp2pdhg0YEQbIZd6gtgj1s4zXD5Rhfa1WtWkk9Lt7a9F3ODAYGrj66hD5nPftfeLNNi+KOkweDr8weIdG07y9Uv7fW44DbQybpRBIrOMKUikck9cxI2RIoPWfs2+JpNHvl8OXWmaHYxahp6XU/wBnvisryZ2LKoIAuEckKGjG3crYZiSB8ga1eW9prBuzpgjuWdGku/7OQXGVaTJ2MxMIEZTccEuyMQ2WZq+kNf8AFvwB+G8XgvU/g74z1LxR4otNNMPiXQdU02FLHTr8SMxFrIjmUwhHwSUWRnHz7nZRD+AYjiDEriaGar3Yt3cVqmtmm+unU/TKeVUv7HeD300b0d+j08+h9OU5YyRuPSuX8N/Fnwv4p8Tw+FtMuIJ7qTSzdytbSbUTa4Rl2ORJgNxkrx/FgnFdWEJGQAK/oXLswwmZ4ZVsPJON7aPrZaXPy7FYWvg6vs6sbMaFAOd34U5QCSKGUqNxpyrgYP412HONUZOKAoLbfrT0XjGRS7D1yM9qAPoP/gnppHh/VPiZHd+ML2xg0ex1ixu7+XUNPldYpYluZbWVJkOLd0uo4H3upTCnJU7c/ffw30bx1oepfEnSNEuftGu2FxdP4dvVgLLMTb280ETyOMZ2vbxsx5baCQa/Mf8AZDN1e/tYfDPw7qfiz7BoVz4uju721GxDdXtnbz3dl+9IyiiWIggFc7xkgA5/WjwveeINP+KmvanpelW7wXmmreXEXmOsk9yo8h0DN+7jYxWkLfwqQynAwZK/nDxB5o8TVU1vy/kj9x4VoKnw/QnzfEm/S0mrfgfm7/wVBurDU/j/AKHrWl6vFfQX3gS0uIrqCMojxyX9/JEFTOF2xNGDjG4gsRuZifnHaM7q93/4KL614x1b9rXxPp3i/VrS8GmSx2+lNp9k0EEVkyCeFFR2Zs4mJcseZGcgKu1F8MKq45Jr9w4Xouhw/h4P+VP79f1PyPPKvts3rSX8z/DQiEXOe2eadIplt/IWNAdyt5u0b8AN8ufT5jx7A04KduD1PWkKkDJr3nGMtzy03HYi7YoqQDJxSBcNkt270xDKa470/wC4QWpJAX5A/E0AR/wg+ooqTCjhQaRgSMCgBlGGPCj/AOtTwCq5I/EU1huJKgdOtNbjVuolFKQVODSZ5xVO9xCFQTk0jKAMinUUx6o+YPj58Vv2krXUtX+GY060tYri526dr+mWssMix+SZJLZXZnRSUVckYYlsE7WOPH9W8Ar4BnXUtctrrVru3u4kvNTWyuo1jby1yMk7WmiIyNoaJSRyyspb6n+L3xI1cTS3fwtF9JrOhEW99ZRWEU07RSSowMe6dRjMXyuFc4bjbk18p/EL4peLfGnxHtNZ8WxSPLeStB5JuQ0F/I6OiiKNFKpHt8qJsNuYu5JLMyp+B8YVsDTxE4RqSqSezbukk9Um9b+p+lZJDEKlGTiorrbq+jt2Prz4H6J4S8BaTaaTqt3aR+ItTiDTNcrGt5OsaqgWQq75IPQAqCSWCgs2fSVAwGYcEcZr4/8AhBps/wASPH/h/wAYado2r3h0zUdO/tENdCaGz2OsaD7OsTNHGFi2hm8sksxyEQA/YKqAu3OcE8j619/wBmyzHLHTjBRjTslvfbVt7PVHy/EmD+rYtScuZyu3+livqlvc3GnTR2uPNaM+UWnliG7tl4SJFGe6nI7V8ZfE3RNb0jw+z/EtNW/tLRobaDTr4Onm2zyM5SKWNQy3NwIFJijV1WJDtLPsKt9cfEX4g6f8OtDi1S5t5Z5ri5W3s7SKNy9zIwJESbUYF2xhVONxOPp8k/G7xv40+LnjW7jtPAZurRo/s0GlXViWuBKxiR4kSPEjfPFtaRQzJIpRmUYVuTjurhJKELOVRaWtdWa6/cdnDVLELmkrKPe+t12Ob8VanBpFveQweC7qRp7JYIfEmqSR31y+3bNGAtuTHb75kcbmeQ+W5UE7Bt3fhpYeHvD2jyXWqreN5stv/Z0WntGL2wlEpb7RahBIYiBngnPOTtB2VhePfg547+H2ka1L430SHSTZtawXlhdXckkqQm58tLkBpSLj5nZWGCuCSNm8KLMGj6zqvhrwlqvh3QLNYtRslEqvqIk8t1zEbhkDq6s00cknLEP5yoSAFQ/k9RZlSxMZ1Uo8q+G2iW2x9rF4SdK0W5Xe99b+p9TfAjw98NPB0mp2Xw9ubprcwxPdyXUz7UUb2XIY4TO4uAQCQ5wTtavSkIkXdGwIBIyD3r4c8WePfiFf6Hc+CvCcOjafp95bbdV18Wz21pJCN4GZS8iuzM5LOCNu0R5wOfb/ANkv4ka27XPgDW1K2emqIkkuL2AeXKHcP5a8PIjSHaDjkgNx5m2P9I4Y4wwlOvTy5wUVrqrJXfS36nx+eZJXqQlilJtpLR6uy8z3cqCMH+dOCbuvSl8sdzTsBeBX6ommro+M1iAAAwKKVRk4pxUFdtJ6IS3PS/2RPhf4O+JX7QHhyfxbd3ER8Mapb6/pn2aYoTdwTIkRYhW+VWlBAGCWCg8Zr9FPip+0d8OPgV8VL9tL1p9V1S3+FsI0fR01fzk1ea3k1t0s1wrLFKslm8ZlbagaRY32nYp/N/8AZz+J1n8JPiR/wks9jFcSTWJtbYTLcsgmeSKSMFbaGSVsvEqfKABv3MyKpYe4ah8CvB3xh+G/g79p/wAcXt3c63GlxrtldW+pCO2T7bczapMwBCFU/wBMyy4ZgjIj8YFfhPHuXVK/EnNsmo/PpZfcfrvCWOh/Yqpu7km7JLpu7vpufMnjfxb8UvHXjPV/F3xj0xLXxDqV89zf+U7bJGc7sqjEmJRnYqEnCoD0IFZIjI4ArW8W65J4o8Uahr8rcXNyWjUKFKRj5UQgd1UKv4VmsMHFfsuUYeeFy2jSm7uMUn923yPzDMKqxGOqVI7OTaIiCODQQDwaV+v4UlekcdrsaVIOVFIQx5Gfzp9FApbkTLnkDmmhADlhUoQYByeRSbAWK+mKAa0I2AztAoC7eSvFPdAGyCaQjIwSaBDdoKEkd+9NCgdBUm0BdopAo3EU07A9xhVG7H8aNoxinADaTSqgIyTT5mO2lyJlw2AKRgVGSKeVGc8/hSPnHBxzVBdnyj8VbrVfEOh6V4qn0X7Fb3OnxXd0+nRP9odPLClyxRkj8wSKWd2AUs6bGKyGXxzxV4WtY9Jv9R+H9zcTB4QbqzvrrLxyIXDMFVSwVQzcM7D5cDO1c/Rnw++GTfEP9mCwv9Fsra41aaN2W3ksoo3umjn/AHEErFTiMhVdkYbmZl+dFUqfnHxO2q+GfiJqzRDTdSuLaF1uUtMgOyxB5QoA3iRFVUbG1lKkuAwYD+buJcuxaw9HHSldSSeys27de/f1P1fKsRh/a1MPtytrz33/ABOj+AOueKdE1QX2mWeqQ31u6tZvbziRJZA8QlSQE8x5ZchDuwQF3lkz9weD7rXtR8PWt74nigS9eNXk8gMFYFQ2cN91ucEcjjivj74H+FPG0PiUG00V/D95q2n3Fw5tIxeFXjUs7COEfuEIJIRcsNh7EFfrD4Waf4p07Qmg8X+IV1C7dg8ZjbiOMjcuQVVgx3cqR8pXaCQAx+l8Nqs4YmTu+WV1ZNWTS3ave/RaHk8VwTw0dFddbO9vXsb91p+mX1uRqdjDcBCGjW4gWRVYfxYbjIz17Zrxn9oG7/Zs0ixu7TxL43stK1C3u4rnU7K1lV7q72oXW1+bmPecMWTGCSxIDyFvRvjD4v1nwD8P77xR4ct7K4vrfyzb2V47/v8A94u9VWMFy3l7yCAQpGW+UGvhC+03XPiJrGsa9qU0cep3IlvNT0OK0KK+yNW3ssJRR93JYhVJbJbayg/U8a59hMvUcP7NVJz6PWyenTU8Th7LsRiW63O4wXVO1/I6DULnx1rt2dZ8N/Dt9CisLqZH0dTLNcLaOxhlQtIpWTcZXj8tc4LM5GfMLavh7wb4t8dyaraaXpFvptxo+nPPcxPPCba3wsaXG+MuquU2uCxIAU5w21cNS7+K/gzwBafDHWbS7sbjXreKCzFlCEhhtw7+Y8nzcnfI7IY9jfP824EYyvE/ja98Ha5Je+FHvdIurjS3juRLb7HR5o9rIEEO+POShbeCxAbA25T8dzCVOGPjKrCW2qfn2XTc+7oczwz5JJ66PX8fM4uw03xTrOqv4mtmmknWf7+mW8kqXEm3JQqMpgEFSozuLbVUqc16T8I9V8OPqzXPiZP7J1B9Mks01SOf7TNbu2YCTE0gj3xL+8OcOhTeOyjzPxBbXvhmCK4t4Ea01WeXyNSOnFyqRyv5g2sp2AZZ5CAWDYHC7Qei0ldUOipaXJs5p7nyp7ZDKCxYn7oww3AKxjG5gQ3zBgQDXmqU8NXjVi7Waa0v6XWh0uMalJxZ9w/ATTLPTfhZpyWviFtWd1ZrzUWnkczz52ux8wkq2RyAFG7J2jNdkFJr5e/Ys8ZeIX8bHwgbOSOB9O81o7u7+QW67hvjXy0G8P5IYhn3bnJ3cMv1J5YViq4yMg4Oe9f0XwhmizPJ4yUeXl0sr20669/wPy3PMH9Tx7V731+8RRGCFZhuPQZp6oVbORz2xT1nnS1ktAyiN5FfGxScqGAwxGQMMcgEZ4z0FIscmwucYGB94Z5z/ga+nex5N9D1r9iH9n/VP2lf2hdI+GsMIbTWhmuvEUyEhoNPCeXOyEEMkhEqpHIv3JZIm7GvsL9vLx9L8OP2d/EHjnQVsP7N8bL/AMIj4R0wwFXt9LDyG4ukCvsljuPIMyz4YlZrYNuFfP37Av7UWi/B+w1L4M6N4NsdM1vx3dpZ3PxH1LxPFapokOxkjn8qaLyysHmSzbDKplY7c/dFdB/wVo+KPgTxF468EfCT4S6ro174Z8IeF/8AQJNDuUmhhkmcRmANGzJhIba3ICnA8w9MYH5vmOFxOZ8WUoVYWhGzXmlq27d3ofZYHG0svyKcqUrzldPum9PwR8hlo0O0MBn1Pf0/n+RpjN3xVuS6u5rFNPN5M1tDNJJBbPLlUZ9gdgMYywjjyR18tf7oquAMZX8M1+jLRXPjhpBU4NNZc9D+lSMuRnPPpTdpziqlsBH5ZwBkdKCAoJZgAoyTjoBT6yvG7az/AMIjqkfhrT4rrUmsXWyt54g6PKwIUMrEBhnqPTrWdaqqNJzetle3fy+Y6VJ1Kijft+ZoAlkVx0ZcqccEeo9RQFIbOa8a/ZB17xnrOipaalqccmjwWUos7VRCSsgnG7DqAzkHzMnLq24Hcu0CX2nYO4H4Vx5VmMczwca6jy3W3ns/xN8bhXg8S6bd7dhh9qRgTwDSyqwB2Ak44AGeaxfBGvza/a3q3c0P2i11W4t5oI3YmPbMwUHcATgYG4DaexIroq4qnQxFOlJ6yvb5WbMYUXKlKp0jb8XYv6neNp+nT6gsSv5ETSFGlCZCjJG48DpxnjNV/C3ifQfGekRa/wCG71bi2mXKyL2b+JT6MDwR2II7VzXxc8WNoiJYxy+IIEW3e6ln8PWxmcooOVkKZkhXAJDhWztfg7SDy/7Gviy313wPrGjjWpr6bTtdlIkuZ/MkEMwEqFuSVyxkOCzYzjccV5E855c7hg18Mk1fTdK9l52PRjgE8tliOqat6bM9cb5W2k80u043U8gHqKCvYivodU9TyCPGRgelMKFByalKfMMDjvTXUE4Iq1qB89fso+M/M/Z61iW08Z2+j3FkXhgv/EYSS3sQ7MEZlJXd1OdxbcxXII+Svl/T71NBaTRdF8N6hNqm6b+057m4NwZ/laR3AOP+eYLZBDKnzBvlx7Z+yTp7fE3w3q/w417XLhbDXNMt5dTn0uKOEROs5Kw4KgRnb+6aNMNjB4HNbbfsBX+h6JqFxN41F1cvYsEs9I0ry5FmZlLrG5kBwVRQB8o5PQFw/wCAYLLMXxLkGHhBe7Sc1LXrzXV1fRW2P02tiqOV5jUlN6zs1p5K+p4t4K8e67oWtWVrpHia9spj5IEkcjuqbE8tVeIHa+9ljk+6SCFYA7sN9T/s/eJfANi19Ld2sGiasfMa+Nw4giliEhVAA20fIQUHyjGwj1rwT4WfAX4weINR1fxTrWk30S2Vot1dw6gxhvJYJ4PtCBdwLh5I2hkBBVdrLnh2WvRPgr8P77XPGuk6nJrNnd2lnqDPImm7Zo4sLmQsVwrRSYjCurHBJUopVlj8jIMJnOXZvRqUIJxlsns7NXa9O525hVwGLwFSNVu67dNPxuuh7P8AGXwl4R8ZeAZNa8QnUHttISTUEudHyLmNERvM8sHrlA2VxzgdCAR8gX+qaj8D/iJeeHoPB6W93qStpY0u/e2hV7Wc2lz5c3lAYjlLqrBRCigsFeR1bH2f4znuUs4vDXhrRJbi7M6GKdrEzW+nuCCk0nmOiNsbBCqZGRgjFMAZ+cvHXwCsPBFpdfFT42X6XOuXH2qz0lNNQSXc1w7R/ZjGpjPn3G9plDyFvlW3yV5I/UeKctliuTEQSjUS96W1rLXXr5HyWR4uNGMqTb5G9F1eun/BMHwf8YLnztah8eeEbTVYtU0Yw2N9YToJdPtg8mI7eWSPZGqgjaqsVeWL5/3jsR5x8VNQn8J6VYaPpelX0b2zSNdajeyTh54wSVgVfuokcLJHgFskMc9AOl8IQaxcWWpX2ieHE1E2okS3mFtHJY2LpueS3ZZ9wniERdlIxJzjaCR5fQRXeu678LNWi17w3DrLXkUN8mnTRQIlvAA0rlSCAkflvb/KiqQVBG2QpX4/iq2KmqcMRJtO9uZa3233d9LH3FKnStKVNa6Xtt8jxb4f+J9W0Rm8QRPDJdrKHkAumSaQEEnJ3bSw4ZQQRlSeCorqPBXhPxb4g0w+NNB0ixh+yrLcyeZ5r+QiyAqfLKlcAsgVd3OABtbc467Tvgd4uh8GW3iPVfCD/wBmtp/2qwuSIdptjDLIVIMJGwLCj5kztDhhuB3Hd+Aw8M+JdTFtfXtpPcrFDPCbreTCAsjNKkWERGjBaNpXlRSsiBQDsaOcPluKr4uOHqQcXJaN6elgliKUKLnB3s7P8jT+CU2paTrttr+iajDIxjuJI766SNBFLKVzDIolJYb5kZQ+/G4YQ7wK+uYt/wAvmRhG2jKjHBx2xx+XHpXzV8RtCuNM8c22s+GLKzuoDdtIlqZGh+w7pX8uEo0yZKsu3aYlYkqBnPlj6F8B63P4l8JWWqX6QieSLbL5M6SLvBIJyjuuSQWIDnk4yep/R/DyccDi62Am3zWT3un366NabHyfFNN16MMRGzV7ef8Aw17mnUkKJKW3kgBSfkUE5xxwSOD0/wD1VPcpZpcSmzDtANywNL8rsOQrNjIz90kDjt71VmuLSBZGmulVIYfNmYgny0y3LYHopPfp61+ruXLHVnxcYu+iKt74g07T9ZsdEuJHFxfmT7MqLkHYu5snjHH1PTjqRdfdLI0jOSz9Sfb+VeB+Pvjx4ZPxX8KzaR4g8NawsGpTu9xb3DrLZwNE4AdiwjIdSxGSqgwjIbmSvZvBvjLQ/HmlPr3h64MlqL2e2S4JBV2ikMZIIJ+UlcrnkqVPG4V4WAzrC4zHVaCfvQe3lZN+p6WKy6thsLCrbSS1fnfaxqcIwwOlN2lPlNSoPmpApX5f5V7x5hHSbRndUtIAdxNPVgRbB6mvLv2kdN0zQdHHj2C/is76YDTJBPqaxpfQyhwYfs0itFfPhmIhkA3KpG4ADHqzNtGSDz7V8kftWfGHxD4m8b3XgbRvHUsGiSq1vBALJo7a4xFtkdpiu8kM8gEefLfylJGCQ/zXFmZUMuyqUp3vLRW6Pv6I9jI8NUxOOiotaau/Z9DJ+F/xT1218YSweAtY8OaHc6wLbT7gWenmS2t3iKgvFGkYAEgBBcjH71Nx3HcPscwywL5U6kOvDAgA8fTj8uPSvgP9lyz8Fa1+0D4ct/EV6IrG81T7Lql3bXIRfOLDZPGWxsy/JDEKGJOAFIr72sPDOt+E9R1XRdQ0q7trAag1x4dmubZR9r02REaGVZFkbzASXGdqqNoId9xCfnvAOe1aePeEq6xqXabdrNavTbU+3z7IMPiMlqY2EnGpStePLdSTaV3K6aa6KzH3UiW8Ek7MoVI2Zi/QAA5z6D1PAHqK8B/Z5+I2nH4l+N7G51aeGG11mSSbTXt45Z1uvNeJoP8AR1ZcRtuf5OW85cHCEH2zxZ448EeDbaQ+MPEtlp6eQ0mLm4MZdApJKd2bg4VcsSOhFfNXwV8feB/Ef7UQ8O2k9neRrdSnRFt5Jbe3jCQnE0UBysjYWQ7iScyuwYkZb7DinGxo5hg3CaTU7NPVq6tdrt+B8hkuH9phq6lFtOP5O+57f8Qvjn4K+EmvCDx1CYmaxa8sp7BDPM1srKJWZdqmIK+3+IqwGc8Yr5j0b9orxd4d+JniDX/h1Z6HZN4jFvd30togMf2eHMKDYxZ0cAxswxkGRsqcbj9YeLPB3w38cafqV7q8Om3CGza2vdQZfOEKIVkIdAfmCskbNGfvCNVbIAFfHHgk+G4vj1NqXw40/VrW2tvJt43uYorhbj90IphOmW86WZQ5kGcFnkAVNo3fPcaVsfQxVCbr2jKV1y6NXsm7ryZ6uQU8LUo1EqV5WV+Z6d7W8z7M+Gvi638b+EYNciNx5i/ubk3MCRs0qAK52oWUDOeFYgdOoIG+FDDJNOeRNygsFLKSoYjk9ccd+c/nmgEHkfj7e1fqOBUoYaMJz55JWb/4B8biWp1pSjHlTb07fMjpCoJyalZDkx559xTApIyK7ItpmB+fXhe90fwTo1lo9t4dl0zWZ2jurVYrt2ViUYrIxYsV2gYYtnbnoOQOi1f9p743eJdUj0uz+II02LEsNg2mQSQxSbEPl/O6tGTGxfeTIM/Ku7cm5fPtHTRde19Yp7aebW7pJYdUt7q92RbdgMm2QMpVtm+MFyQQQdxbAGa2kya1ZjRoINmn2bQhrp4wUhkJQFFbn7xxzlTx8wGMD+RsDjMbg+ZUako81r2b/q1z9tr0aVfl54p27pHtdx8bPEmjfCKL4T6n8RptfubnULi5vtWN1Oi2tvKsLSwNcTOu9gwfCEGPM8rMz7lK+sfsvWPhW/8AFd5FDdgapo0XkqYQIPtULKmFMYX5xGUAOXbkjBBUg/Mvh3wHrs+j+HPiZc6tH/Zd5eXNjp9jci4M6W1qqyvNEsitC0eJgmEkzGd5aNA6M/r37LviXSvB+tjULXxVDZaHPJHaXPmR28hSH53RzM75t1Py7kAYDeuWG0Ffo+Hc1hh87ofXJe6mldrRLdemu55mbYSVTL6nsI2b103drL5n1oFOcEce/wCn5V518etD+EuqWIl8c6vp1nqEcP7h5SHu3hbcjpEgYSENvOSoPzBSR8oI6vSfiN4K1nRv7ftvEdnFafbfsnnXdyka+cVDKgbJViVIICk5B49K8C/bA+IrwHW9B8ZfCMQhbeO20PVLm+/0pUDCZ50VI5LfGFlVG+0RyodzAHZLGf3DOs6wOFyqWIUoyjpbqn/wWfnuW5fiqmOVPWLW/T8y5qfhz46eL/hjqPgJvD1rZm7v7i+1C+szBDDHbvtIgMMjrvlj6I7v5e2NWL+ZEjt8+aprurxWuo+DXu7h/N1Nm1RbGSWR5bpNxIYK2xsbVIIUks64OflPpP7JvgTxj4s8YT2smv3mnNY6XpV1PrKLH5ilIkEUIG1Ukdtkmd+9gYDvy0eysbWfhj4ys/EbaJqOotZa5rt3qFzqFrbXQubySHaZJbhm80JN5oS4IQYG3aScuBX5Dnbee0qFdU3dycY6p6K1ttrt6H3WBawFWpT51ZK73X5mXZ/EHxHo9u3hTxTLNqV4yxldPhVbqGdw1w7SIYmIuFZ3VyVLKSDtyCK9U/Z++BvhDxj4Rm8ReEtUuLbxDFYzQpd2TGK4huxLMpWdJk6iIwv+7ymJsBxKrBfBfip8PfEfwx+Kc/gG81Bo57LSYftk0JLRorweY+1lG5MhjHjHzfOehNewfsq6jd3Uet3t1rU9vHYzC+06LyJ5fKkMkxdX2SAMWcws2/fkmNSVLc8uWUauEzf2VePNa6s35bJ9Guh0YqpGrgXOnJRT1ul56X8jv9H0TxT4R13UP+Fv3FhLpmnFZNIlsC8af8s53jBkfLKQkdvtf5Np2A7UKtr/AAJ8PeOx4zurjStWlHhey1eXyZoSoS9CtkQq6t5kyLuKnkKVwQwKndiy3nhSBNT8L6ppOo6lb6hcPeS31xeTxmJJRE4UHaN8O0RFFYlRtXIDZdu4/Z48F+GPhqb/AML+FXu5rS+RtS+03t02ZPn8s7YQoVAuMHoRuQHIA2/RZVHAYnNqVPlatJt6tST2Sbe602R5eOeKp4Cclr7vZWa6ta6NXPVHEa7IY2DklDMjoF2uMjHqBhufmxnPoteI638WIPDXxs1+08RwWmo6XFoKRO9hELllaNt4h2oHIkbz8FJPLBzHz0z7Br1lqdzo1xb6Pdra3DQ7YJ/L37GzwduRke3I9iPlPxtqHinXPCPxa1vXI/HyXEl5dJvv9Kkkni8pxGxDbdjbZDsCgMpV4wAxyM/S8c5zWyejQcLpcybfpura37u54/DeBp42VRS10tb1trfoYX7QXxdfx58Q5L7wuLkaZ5J8pCjpOHPl7i4DMBlFEajICoiJtQnLeyfs8+N5PGepeEPh/Y+HNG0iTR9NXVPEE1lqBhuDcsk6QII9mWJUvJIpyCJQTgKnmfNXxP1TRY7y78XRXVhbQXcMJttG0m5eGKB7hpJGechDHHjDqiKVcqVwqLH5a+gfsdReIT8Z7fR9B8Q3MGmSXSXuqXf2yYf2ptUyQgBVCbQwyw2p3yzAED89ybMq0eJY1ajTdVrbTS6fbTsfT4/DQWWOCWkE99eh9nXGrLF4qtNBVyDPYXFwy46iN4VznHrJ+orQKgnJFcReeIdKb9obT9Ft9ZsGlPh27jmt/tqeeHWS3dV8sNkEqZGwwyRHldwVzH3ewY6H61+6YHEyxEqqf2JNL0smfnGJoxpRg19pX/H/AIBGVQckVnXurpaeJbDRHngUX1tcPGjtiRnjMWAozyNrOTwTwOmedQqAMjtXmnxp8ZXHhLxt4cu4ruwlRDMWsDMTcljDMwIjDA7T5O0OvO47QJC2ypzPGPA4X23RNeejaTHgcP8AWcRyd0/yOm+I/jWz8B+HJNW1PTpZrchhLMkpjSEYxlmQM45IxsVm6ttIUkfHX7SXxb8Q/GPw7arf+BbK3k067hlt9Xg1SJClusJJtjG5Il+d3IeMjIT7pDBh9l+K/D8Pi3wmYNYtGSY24kxahpHRioJWNWUbm7Llck44HGPgrV9L8Z+KNRurLw34Xh0/7Rq0iaXHqnmF4FM0SLCCRgIhdS8jcBj0Jxj808Q8Tj6NSk4TtTmrcvfZ6o+w4Wo4WcJ80fei9/8AJmR8O/FHiHUvFWmXlzqkkKRXjG1nZisKLbwiZ/LbIxNhVwB90uvynJFftDp37O3/AA23omj+M7TR9S/4SjwbYafokVrA1vZaFaLmac3UUDrnyDHcRLFcRzPHxEQoDqx8t/Y7/Zr+BXwI1L4WWniPxVdaX4lHiK4l8J+JtKuIobzUbprazhvGnyI3ijULEq20kkhRXyY4ykpl+z/hl8TPD/wz/ZF8S/Ef4NeD7zTP7ZNo3h+9vJPKgs4I7NYYtRitiuY/Litm2xxK8lwLRW2tkKnx2Bw08BiqeIj8cdV2V+6PuVVjVy6rhqnw1Lfgfmr+35+z38bfBPjiH4NXfwy0PxC9pJK2r2uq7m09o90TQ3Ec6yRyk4Ei4jDFlkkV1BBVvi7SbZPhz49fXp9As9P1Oz1KGW802a3aGGAXLeclt5bOzFkAXCMMkKAyrya/WT/gq/4W+JHxI/Yx0/8Aaf8AAetT6X4q0rWrqx8Vf2IkKw6pp1zcK0TxSTx70KSyyJAYIx5ouBIzBRGrfkz4h+G0fwq0vSL+6C39prtu9zPfEwSNduGlW48mWQ+YzLtKhxtDDMhHJx38UZi8fThXimqiactVbTTRWv8AifO5bg5YGrKjK3I727tb69D6O8BeO/Efgr4KzXUuvWvinxh4k1S7/srSbMu8Ed3PIcqyMRshWSQPKQsYzLtGGdSfn34qeALn4J+K7DStes3luptPXUNUu7a0ija2R3dUdFhPkwHkgouQDFIMmNlavT9B8NabpHg3VPjveeNdP1SXT7WFr6DU3uZY4FM0bp8kLbi0kqPH5ZbDRsjnHmFT4T49+IHxM+M9td+PfG2rM816iG2gt2byVgjkYfZ1jxsB3SFiSS3yndnOaM0x7r5FRhWj71ly8ruoq+rfW7a0uzLA4ZUsfN03pd81927aJdLJHo3j39oPxL4v1HQfFDPqPlWjiPTxazsn2ecNuMylhLIzEMhbOefLxtwFr6v+FvjLw94s8NQ2eka7JqM+m2lvDfXDpISz+WMFndRucgBm7/OCfvCvhrS5bTXPAyxTSyRalA6+Z5Mn2dblvK8gqH4LnZ5amI5J+QBmLYf6Y+CvxO0/wT4Ds9CgW3kuJLj7df3d2zW9rFasFV52eJGiUkx7VA4Y7du5m2mODeI62BzmUsTUk4ST5rpttrayvZDz7KYYnLl7GK5k1a2it1uz3PHOcc00IA33eKLK6h1Kzh1CBHVJog6CRNrYPIJHbIOfxqUopr+haU4VacakXdNJr5n5fOMoScXuj4C0bTNKsvEdv4keOzguDp7XOol1fbDGU2ywlUEhWQOUDZXBDE5yXJ5f4j6JBqemq+mQNY3dxcCRRPDEmbdlWUmQx53nGGaXGSxK5X7om8Oy65rAvb7VPCn2WOa2ma6mezeWOdkdHkbKrhiJGiYqAUCSndgMCvZ+C/g945+O/jHSvCvw18KXk+rjT2ik0ZbmOEXNmqo7RtcSSJHAuxHYt+8XEgHzZXP8dYSLpY2PPd/P7kfus37SGiSMfW7fXNN8C6VBfXwsbHVNOkv/AAtp7asLuC0sJbq6jnEiBiILgyLCASIwywEspV94TwVfaXoN28Nv4nc39vcvtnS1P+k2u7sqhdm4oW2uF6kNjBFfW3/BXnw98KLD4I/BXxt8DNN8QyaDc6dqNp4putVsriO40+/JiVrC68138q5XEz7SEYhpCI+HA+HNK8H33ic21n4c+yK0MkStZsiwv5jheRI8nzZYMccDA3BRkgehj6TqN8ysjJclKp7km13Z7r8LtWgt9U0+XV/DtrqelRyx3mjWsk4aSEBhE4it48GSYuiOGd0HzfIvm7gfJv2hfCHibxV4z1jxfc2l/Ii6umn2d3YHbbpIqpJJErtJhFje5tYYwFKtH8+dwLP1fw38Z3Wm6dqKeKdGTUtWhjmi+yapFK9ncuG3TWziMqrkoshwN4LY3Ku7eMXxn8btd+I3hZPC+sx6Rp0FldtD/Y1hZwxRIWVgxihCgxJuT5wHIYysGBDnHtZfmFN5VKjXd2vhSStorLW93r5Hl16D+tKpT26/Owz4ep4n8HeEdSgOumyfVYJ1ljaZALyFOse/Lb8MzM2MjKcgleeq+H/jrSPh98bNB8URQSX72WnvCRc2LxfZkfEZRGUSBcDeVYDZ+/2HdsO3q9J/ZF13wr+yHN+1ha/GDwv4hsbXXIk1rwlp/iRI9X0+za4jt4dSutLKMwtHuAiAq2//AEqBgCMmuH0X4iS+JvDt1faFYXtxcW8aC4t9GkkGA7hT+7LSAgiSX7yoVVhkAMN3zuDzOrDF+3pSb5ZWTV9Gmm1qelLD0alFwkt1r5ot/GTxtP438Wza88N5BcavZGVvMQvFK2FgCQqPk2hSiqVLsSHYytsXHQfs0+Irjwna3njtPDOv63e6Lr6WeoaTplssghs5kMiXMiqSXZWOEyVQHczOCULef63fxi2jlbw/Z2OoDT/sJSzklVwsbSAOE3sqhtwjwVIZX3MCOT7B+y9/wqC48d6j4P8AEPgoXN8yfbY77VJGKTxS24ikEivH5TR5dVQlxl5lCq+QR9FltfFY/PIT57SlJayto7rVnDioU8NgJQ5LxSei7eR754b0Lwj458ISa1b+Fruy/tuPfJFqdqqXUY3ErkZIUjhlwcDgirKxaL8KfCH2/Wb2HdAFQXNxMy+dNI4CRgt8q7pGVATjJILEnmopLTxFrniAafot2bXw09okK3Gn34WXfH5g/d/KwRVICFF27hnpswfOP2t9fsvBngbS/C58QS3GrX2pQm1sSyvIba2PmbljXaVZhEiGQnBMjjPNfrmNxUcBSljZYdOVNW53ZKT02W71dz4nDUXian1dVXaTvy6tpeb6eh638Qr7U9I8Aazq2h28b3NppFxPGj2ol3hY2Zh5eVEh2ggLuGTgZGa+AP8AhJL1fHt/pGqXenyNLfPeSXGn2axA3DEMkNsXXe8TF45WZwvESPuxhZPvf4ha5qVr8ILrxN4VillupbDdbrbxM8jFguEjxgrIc7VdhtVmV2BVWQ/AXinxJc658QZfEcXggaZbSwMY9Ltrdp7OS4RCbmaIklQQxaRiN2ws2SSK+f8AEbkxmDpyTd7XWjtZ9b/gelwrF0KtSOm/z06Gj4mhivdavvCGlS3ElrZaM7T6k0u/LF98Uis4xGEJjLgFG3RjcAUIPt/7FmiaX4e8VQl/DRMt14cE8OsSSNIZh57xStHydis8O4pjKsww7CTJ8D8LanZ69rws5jDb3FxGpi8syS/u1TfO+9mO1iuVUnODgqNxYjrYfiR46+Knxx16TRtO/sXW/Fs06arFpjJLK0csjSBXn2q7lgyiWVgzSGLzGbdISPy/IMwnluZQrOPNKDVkrfPc+sx2GWMwc6aduZNN6/p2PYPiRr1v4b/az0nxBe2oi3QfZo5pNXaWNd0YLylSxEEG2WEHKxk7XKhgAW+iIVjaFJIXDKyggjB689RXwbNreleF/ihpOvW+o6lrVnpbW0t9LqRNxNcLEiPKsCxoFiViWwhJYYIbY6MD9YfCj9pvwX8Udfbwtb6Zd2GoSM72drOjtI8a7v8AWDb+7b5ec5A3AbiSC36xwhxLhq2ZYinWnZ1JJxW+ttde2iPjs8ymtHB0pQjfkjZvbS6seiFGxXz/APtd+OPFPg/xR4ZnuL2Oxt47+4k0a4tFWSQyfZHUyy+YQF2s7YREkLbcMyeYqv8AQwjZ3CoOTwK+Jf26PiH4Z8f/ABnsfBPhppTd6UVttUlnvG+y3EhfKRFQGxtIdcjbgs/8QGPpeOMZ9VyCTi7SbSXre9/lY8jhyh7fMknst/yPo2zt3+L3wV1L/hZenahZaVe2pltCb37LePZrGGS5mk3KgkcqZPmVY1GDgBST8c+AfE114M8S2uu+D9Qgh1bT9VW7to47cNA4iLuhVQ5zGzGNAGYl9ynuy19Y+DNX+2/svT6vM15aGKKWJZrOVi5eKTYJoyUAVTIokV8lejNLyzj4w8HeIr0+L7Syu7nbFaxRxNK1u6+XC2xwXzkBcqrM4HzZB3EfPX5zxpXdfKMFVteTjzNvd7aNdr7H1OQQVPG4iOyUrWWyP0d/Zh/be8EfGvx1qHjPS/gxD4YufCZ0rW08O293E8MV6bsW0gieKOOXYbdETyskSeawaNW3SyfsB4E1bUX8cHwvrNhaDwvpVkUzbpMP7MLWayyNfTuVQuEkUCFQ7/vAzsAyKPwP/wCCdGqaxY/FzxjZ+HvDL6lOfBa+TeSXiSJZ2p1Gzh3kupPyyTuwySobBKgYJ/XD9kT4/fs8Xvxg8X6t43+KOoDxPqni3U3v0NpNHbyRS3Egs/OMcDrFstvKRXeUAxxhmVThn8TCYieKwSqyeup9I1yyseBfAD4m/DlPgd+0p8I/EWmWv/CB+EfCniuODQ75PtF9ZTWkdxctmPznJWCMWDxlVcwsEAkTOB+O3iKbw5rGveIPFekQahpvhl9YZdG04QsYru1VgvIb95wqKTubahfBI3Yf7t139oT4F/EGX4m+JPhZ4Z0+2v8AxxDca1rniLxDYPY3Og39yzpPp1232i5hmQo++3KeVGkavlZmDmH5W/as0HxtqXjyT4geFNPupNAtNKc4jIghSSKVPtc4jCo1uftV3AMSZkkkZ3LFSIx1Y+hHE5NKtNrmurJWvpo35L82efCq45hGEU2rO76d0vU4Pwvb+DfEPiDT/C3xOutQgjt5v+JkdPvMLNbv5UZBBZlP+r5KYcliD93dVr9pp9F8W+NmT4OeEL+0tdGZLJ7yUiKGSCFYxHFHEcEIrK0oVlZnMrsdxGFzvB2m3Pj74maD8P7+D7Fca9rNlpV/eRiNXgiuJo4nYMoUtIRPJkMSowAQcsTzkOjtrl9P4l1e5WFLhJ1W3SUhliDNG5PmBgGZt5OCQHDknKkH5zA5jiaGCnhopJOzba18kn28jsr4SMqscQ7t6pLpsr6eltTpNC8KeHtQ8PWuqRa8FmXVIYLyK5uCqSq0cb+YhBEkio5wFCKTvVf3mCa9z+DGqeDNNvtN8P8AiY6le6PppaXSL25jiSGCclyz58zfIyq5HyoE24BB2xE+J+HPF/h7QLK88K6MdQWzlfzEjuCIzGduEYvnAmVScOBtyxwmwYr0H4DeD/iH4kSHxbp/hHQLzRYNQuLLTtASPypEEZ80Th3APJD87xgn5l+ZWPRldbMKuOjLCwSkrX0umk92ut7/AIEYiGGhh3Gu/dd+tmtO59hxyRXNutxbTJJHIoaOSNwyup6EEdQfWk2H1FZvhAa5JY28+r2a2iyaZbbLJJNwif8AebuwPTZ2GOnatyz0+91K/i02wt2knnlWOCJeruxAAH41/TuCre0wkJz0bSb0tbRN6a2PyCvRcMRKENbOy89dD6N+HH/BqbbeHvhpd+CNS/bQSfUb/bdw6ha/D5l+w3AYEeS/9pKzRNHvVoyApaRX+VkU16z8Cv8Ag2v+Gnwq07WrTxH+1BrmsHVvBx0GGTTPDcFh9jXzA6TJ5k1xl1wqYJG5SQxbjb+kXhS5gv8AQbC/CPGZrdXVVHHKg/1rWRgitwScg471/LToU41VNK0l1P2jmk1a58GftRf8EPvh78av2evFvwa8EfEQW134sKy3V/q+lR4F0ghFvcsYAjStCtvAArcukCoWUDNfnjrP/Bqv+3jPZ3F54f8AiH8Jre7tA8sEUvirVZX1BzlQkryabiPKgYYepG1T81fv5LPbxbVlZU3H5Mt1NSFn37V4H0q6q9tbn1sTofzPfHX/AIN8f+CrWg6fP4c0/wCBMWsrhHF14W8W2D2bysQp8pDJbyj/AFuGZ7cAKCQW+8PmD42f8Erv2+P2btPbxJ8aP2UPH+j2USCRtRg0RruxjTGQZLm0aSKNiq5KOwYHtjBP9d2seNNE0aVbe+uFDMA209RS+JPD/hvx14VufDGu6Va6jpeo2rQXVtcxh45Y2GCCDwf6de1OFCNGmk4WTIk4zlvsfznfA3/gkv4msf2bvF037al/p3wQltNBub261zxYbXULjUIDEnkW/wBhhkae2Cu4Qsf3jTJbpGly0uy3+E/ib4Gg+Dvxv8U/C28s9PD+H72Wzu7q11C4e31FrVjBI8LSJv2yPHK4yBwTg4C1+0X/AAUL+A/xi+E3/BOL4p6d4y17w/p9h4d1N7DRBa2yxX+rwp4osxE9w5gVZg9vvdtjj5xHuViq7Pxg/aO1rxVrHjnS9bv9Et7G/udGjtrSSzttktxaYSOIkKWbJy4BwG2tgnGEX1MThcLSw8o0tdU723u/8rBUqVJzhJpbW+5L8bmPpGsXVros09hawRJfGaG3s7u6VZbJI8uSSqDMW2Mlfmcb1Ur80Wa+hf2Qf2ef2rPixp2tePPgF+zl4o8bSw6d9msPFGg+H7q8to7jKoqmZovJk2pIX2Nn5thbCq1fTv8Awb6fsbeHPif8fNd+K3xNm0jX7f4TWUDaRpc4d8ancXTi3utrFo2jVLK4O3ncxhYEeThf6G9KmtL6xjKIVwuChJyuOoOa8lUlGKqQVmrrft1HFtq0nf8AyZ/Ml8H/AAb8Vf2QPBY8B/tS/CXxd4JkbU5nt/7e8Ny20If5lYQZGZELxyHcqlSS21m61wf7WHgn4w+L/Emm/F3wR8IPFv8AwjcNr5KeKG8OXltb3MYJZpYJSoWZSvRwQPkAAbcTX9WBt42Ij2g5OcHkEdaIoUikMOMAAcAcce1e5ic9x+KyhZfVacVaz66bann0sqwtHHPFQVpO9+33H8+37Nv7N37T3xq+DGhPefAXxbqMmqwSW7yS+Er2K3uEHmL/AKy5iVXBRVy33OWB4GK+P/2zP2TP2qP2dfifcX3xh+Auv+H9HutQmsvDk2paTc29nJbeY8i2tm2wQLhN7HZh49u5eBuX+suHZKjKuOo5NcZ8fv2e/hJ+1H8K9R+Cvx28FWviDwzqyqNR0u5eSMSbG3IVkjZZImVgrB0ZWGMZwTTzHP8AGZjgKeFqrSCtfq9OosHlVDB4mdeL1k/uP5GdC0CXVdcuLODV7lkdLgzvNdx+Vat5sT+Xjhnc4UFflSSQyAYUO0nPvp1/Bot54m8O62YVjcLcajb30kkLQyqvnMsjt5gZi8aFCNvJBKn5a/Sz/gsF/wAEALf9hb4b6p+0p+zr8RrrWfAEM72+p+H9fMSXmgC7ZoopY7gbRPCJHt4fuiblMmXczL+aX9lJa/D610+yW2nNw8QsTEhhaZBPId3IDy7MMeCu3f8A3iqn4apRnQq6y1dvuPb5lKOw2HUJru1tPBEcqtfx3y7LCMR24t9j+WweaNo5GYDDsSC+8bNvy7j6n+zlLoFp40shepKpnvIYXi06aUHUo1IjWAxklpzuLvIjgAKWds7jXm/ifSbO90rRbu20KysG0P7UNQvLafCTTTBXgiG9mkypzygwolO1ThnMWjamtjY3dvbao1xqE7OsZt4AY9uEOAwyATwhXaTll64AHoYbEPBYuniKevLZu116owq0niaEqU9Lpo/R0xJjEoyM9x718dfte+CtN0X4zaXJY6rBcXjxPLY6a9qUisYN7SIYFUBE2rFIrb8ozS71G8F09C/Zt+NHix0tPDeqadf6jc3N3Da2tpcSpbwWFqm8BViiR1jO0oMM4D7VHykF38w/bUsPGuo/F+9iex026a7iWz02e3MYuLe3DKwjkXe22Piflyu75m+UDbX6xxJnmHz3heNajHW6WvTTXsmz4vJ8sqZdnLp1HdWvp1Wh6V8P9e8ZfErwDo+h+FtTtIdC8PWzJr+pvq7b1i2PECiRZUosauQuQAf3QI8tnPypp2oeIbn4g6hHY6kt486lNRSwmYiT5N0mwuo3YO/hB5eF+Uldpr0r4Zy+J9Q0jV/hhDrX9lW7W4RvNy8UMcuI+Iooy7SbQfndiVMYYsq7a4XVdCfwN48h0rT0G+C5c7EWN7iKRZdgR1j3glWLcKQWIIPRq+Ix06mYZLCrJawXK23daJJJLS2lrn0OHhChjpQTsnqkl37vrufWn/BMjwPcfFX9qGz+FVx4rOnab4l0G6s7u6szBHcmO3eK7a3YKuMOLMjHzKOWxkHP7x/syfs4fs+XV5rOgyfDHSrqGfSLL7Pd3lmJrohYfJkf7Q2ZAxyh3hgSSH4bmvwc/wCCVvxLg+Hn7c3wau/HutXH9l/2/d6ZZbZi0Mt3qFjPYwKinBYyTzwqTt42D5uGDfvNbfFW2+EvhDxn4z0+0sX1Hwb8Pb7VTpy3IzcRRAyQzOiEvHHI0TIDjJMLhQdtePltaSy536NnrypyqYmNOK1bSXqz8bv2+vDn7PX7JHxl+Imi2vhy6bS9ci02+svDUM0sz2t0dPhnlspIzF5cU6TyDJ3bliMKspCBE+SfGF7cfGD4la9Y+B9L1bQNC1zwvfG5bxGVjMsWnwjUFJbJeFJGtIgFLMgMZPzElV/cj43/APBIjwr/AMFHdLtf2n/DnxYTwlJ8Q9Es9Ymsrrw4L97GS4stwEc3mwsyKXiG10BIRyCu/A8z8Kf8GovwYtvGei6945/ap13WNH064t31XQrPwxHZJqsUbq0kDyC5fakoUo52k7WwCMDHt43GzxOV06ClF2S+zZrrv1OKOE+r5jKUk1Z2avdX66dD8V/hl4R8WaRrWi+OdO0W9acTKunvDEHmhnBWWJowykK/mSoPLJd3PA3Ft1YOhaN4U8H+GPEOieIIJ7zVry4S18PXFqfKA8hZA3mI6rJHGQUJYgFigDda/ob8Gf8ABtB+xN8P9Rj1rwp8U/id59vq9jfWbX+sae6W7W0yShQqWShtxjAYtnrkdw3b+Cv+Dd7/AIJb+GbaKXxP8GtZ8VanHF5Z13xB4y1Fbl1xjG20mghHGTkRgknntXz2GhXo8yaTv1tf5f8ABOytGlUhGzej2+7/ACP5m/h/4d13xLqmgnSvDt1daheatb2ljp9hG7ST3HnxLHGsO1vMZgXUKq5LMmN7Flf0bw7418Rad8TfDmm+NdK1Kx0LQrue2u9Nlk8m7nuZsNL5qlE8uKSWBS6gbcLIhIDtn+gTxt/wbk/8E/dR8TaB4o+FyeK/A0ugeJLPWIrbRvED3UE728qSpG6XwnGzKYwOztnPy7PKv+Ch/wDwb2/sup8J/ix+1h8L/iN450vxxaaX4i8VpbPfWc2n3c7xz3b2RhNqpWEkyImHyu8M/mlQDtSrYzC1va0pWt09HexE6VGtT5Jq9z4G+Cvxa0D4g+G9QsJdMlgvTcwXGleTa7YPsWJQQGHycCSADaMHtjac9fp91eaTqcGsafIUmtJ1mhkH8DKcg/mK8R/ZZ19tR8QeIL7xF4lNqbXT44jbyS747iQ3EICruJKEGZslPkJTbg43H29bfdj5CCT0NfvHBGZf2xkX76bc02pXtfVabeR+dcRYSplmZQnGKjGycfk7n9AltENOgjtLRESOL/VxomFX8AKn8+6kKybhx1AI/lTWaJjy5+lCiEDG449zX4o7M/Qk7CS2sdzKJbpFkcN8jFgNv5VYMs0cYUMD77gT+hqASNGdm7APOcnNSpdxJ94n67jms5lLueZ+Pfg74g13U/7V0TVRJ5jDzo55Nrbu+0gbVXGOOteheGLRdM0W20q5kIaCBVbJ4Jx6+2OtXd0Dndkn680BQFOGOB/GxxitJ4mpVgoSeiM4UadOTcVufz0/t0f8E2P2pfij/wAFUvEo8T+Edc1/w74j+LiPf+L5Ufy7TRbzUYbtUheaXfMtraXSwCOM7c27Iu0LhPmDx7/wTq/aPf4++IPAnwq+E/jvxRpWmyND4X1u28IXjte2sNyI7JodsMiRK0QjYBSVjUldxVcj+rGa2EqeUWZlbg5kJz+NNliZh5KqMg8evT1/z1PrXM3WqSalL3dNF+uprZHwr/wR/wD2AdX/AGRf2RNGtfF3w/TTvHXiud9Z8d3d8++8mu5GYxxSvI5cCJCFCDAyXbaHkfP3FZNJp9oPslud7bd6l/wPPPb+VSvbrDH5LuAxH3XJJ/U5oRFjYqE5XAIZf8a6JT5qajbYyUFGVyzDqRbIaBgoxhg6nPr9O1SG/gJyqH0PzD/Gqqzxh2yNu0ZP0/T86Zcz3EUZkCAr8oTHuepyeg65rOyNSzDcxxNwsgU9Oc/nUv261XrK3PYrms37U7YaSEgLy+cZHJB47dj+NLHeRuiyjKgtghhwRQ1cDxv/AIKUfs23P7Zv7DnxG/Zu8NXJh1XxDoIbRGkmMSNqFrNHeWiO+G2I1xBErPglVLEDIFfi54f/AODcX/gp5NcWfh7XW+H0FpMUmlvf+EhkdLSTyy0hYi33sxkd1G1GUbm7bdv9BglSTJjibAzyM44pwjd1H7vgjPNY1cPRq250OMnF3R+BXhn/AINiv28rnTbSDxJr3w0XT723azuNKh8V3kUmnxmcyGXI0913EgMWRmbcehXKlnib/g2I/bo8ENpl34C1b4b64SVkmT/hJbqGWwlYkyKHazQyxkBRncB8z5iIwT++UrtCwDoMZ5bOPwx/9c1IYptqyKAA38ROB+dZLA4dbJ/exqpJn4hfCD/g3d/bo8N+BvEfiK78X+BNC8SSacy6Bb2+qXVy6vGnmpFygtxvk2IZGVlRlEvlMYx5lDxV/wAGvX7bfi/RB46179pX4e6j4y1mF7nXbWUXtpa2E4UpFBBItvN9oTYSC7RQsvIG7c0jfuZEmZNsrqOc8nOaeURJNxUjPGOldbnP6tGhd8kdl0v39dTJU4Ko6lvefXqfg54d/wCDYb9u7Q9cj1KLxP8ABy+tvJKJp+o+IdReGF9xO/a+msCN26QKQw3FCwbBBl13/g1E/ayuvi5pWoSftP8AhO/0jXFku/FWtz6dcLdWF60PmOggJxdRtMqxibzEYhg5hQLsr932nSOMFpCFOMbh70pDB8+YuR29KmCUKbpr4XrYpqLnzvc/FL4a/wDBs9+2R8GvGPhb4oeB/wBpT4f3GteH/Hul649pqNheNF5dpPFdIxnEbNLIs8SHyzHGDtbEg3kL+pdn+ylZveeJbq88QTwTeJ/C/wDwj95qGkytBdQ2Yedo/KcH93LEbiZ0kHKO+cHHPsO4rEfmwM54xQyrIgLkknORnA/SppxhTg4RVky1Oamp31Wxg/CvwhrngDwJpHhXXfEK6reafpsNve6mbRbf7ZMsYDz+WpIQu+5iOcFsZOK6F9RCv/q+Qv3U5qByH68Y/uigMirhsEHp35q+VJWCc5VKjnLdu7LK342nzAR9OaHu4Cow5H/AarA4ORRk5yMn2xmnZGbbuTmWPbvTByOmQPxry79t6TU7v9jT4s22gaLdajfN8MPEAs7CxsnuJriY6bcbI44kDNK7H5VQAliwABJxXpQAZwDkcjPHahT5y/e25HGP88//AFqTgpKw0z+ab4H/ALCv7e+keIL3xTZfso/EKPStM02Zrqxvfh1dWd3cMkRdggktFCEmT/UpvZsqFDH5j9tfsM/sQ/Hr4v8AxO0rWfin8BNf8I6Lpl6L6aDxFoc9ul2kE0Sm3IuUj5kctkYGYkcg4INfr/FAsUaGPGUGORn88jn8TQVJHQ4BOAB1P516WUZni8njONB2UlZ6eVk7qzulsYY6lHMOVVve5dr626216DftKyKVKEZxySKkV9wxHlfpyaiVyXWBI+XHJJP16fjj8KdsaRR8in0yDg+/FcDVjdrUkSdgdm5sDr81HmmR9ofv7E0zaQGdhjA5GaVi8YBK4BGcj/CkMUxo3Romx6EDFAiUkLGBk9g1L58gQBy5BOQpB5/SneaQmQ5GfQ0AIN4bnJI/vH/61MmS7kYGPbsydyHg/X+f51Kk6s2+QZPr3pwe3ceYhIJHUjvU7O4FKQjKyT5UgkAEYJovb5bNEItZGVjw0MRfA75x0/KrsoXaTkFD1yM/pTEZV5OeeeVFNS1E9UZ1tfyX26UQTRFHZMSJjJBIyPbipgLqD5dgz13ZHP8An+lWtkbPvQDOANwGDTmB2BN568c0xcrK7IGG1+4OdoGOcf55py29uORbqCT1Ax1PPapAOdoUZ9KUKFyXAAoG1qNWMKojRgAeppXAY4BB5wC1EjoGyCcds0mVY4PJFAxTHDJEYnUYOc4pluy5MUnzPgcA49efx605hsXdjHGaQZbgMMnhuOo9Km2gDyIjMJduCAQPbOP8KSRgOc8HrUayNIVCocMc5I/n6fSneU6sysw4ORgetNKwDQz4zJwRwBj3pFIcEE45xzSlDuyq4JXBJPNNKMH3Bugx9D/n+VMV9bDyCBkOB+BoCljgvn6A0ojOAGdix64OBSnA+Ziee5Ymp2YweGRAGKnHqUNMJAyT2OOlK0T5O4lgT8qk9Pxpw8vkBeP8+1Vd9QGle5IHPc0DK/MApHTPmAfzNOLBQIm5dmwq5/Hk9hTBdQRHdPIzKykEKD8mCeeM9c0rsBSHaTy4gvA5LDIOewp0iSgeSwyB0UHt+VQac8omm+0rEVkZfs4Rsts2jO7A4O7d68AdM4FiR43XdDvABxtyev40mmmJO5HJ57qWMYGO1IiSZDttUjn14p6Hkr5gUg5YbicD8Kfb7hI7zIxXoHxjj6f1pt2Gf//Z",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2473: ski'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'5586: tennis ball'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2532: ski'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'785: ski'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'7977: unicycle, monocycle'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'872: baseball'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2685: French horn, horn'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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T8xz34z/Ku58V/sw/H3wWzv4h+F2rKkf35baDz0/76j3CuH1DT77TpjaXunyQyK2GjlTDKevPpXjVMJWpv3otPzVj7nC5tgcXG9CrGS8pJ/qQO7ykb5SD3OOv+cmtfwL498Y/C7xrpPxH+H/iCXS9e0S+hvtI1O1AElpcROHjlUkHlSAR7gVkBPnwGXOeSD/hQY2DEbsknjP41jyXOtVG0XNN1rVdMlSWwv5oTuZfkYgH0PBx3/Suw8E/tGfE7wRot54X0jWQun6iVkvrZYyizyLBcQK77CuWEV1cxhvvbZ5BnDEHgi2XCKSDnselC7Q2ASCOMnr/APX4olh4SXvK5vSxmIpNOMrWO2bxnouryJNcx6lbzW42x7brz41GeAqPgqPbdjnpxX0D8Rv2/vHvxY+Dnwy8Eaz4jjXWfhaL210PxJFevDe3OnzvFJb2rkqMC2kS4KsH5W4VAF8ss3ydHMwkJUHAx/8Aqwaa1wZAYy3y5+UE8cdq55YOm1Y645vWi1z2b3v8rfkfod8H/wDgvB+378FPh9eeEtJ+JWq+JZdStjFd3/jq4OtwwRc5FtBJ+7jGMgiQyqQcAL28w8X/ABY+GP7UnxC1f44+N/2ePBug6fDFcatq0fgHT5NNdNix+XGIUmkhWOS8uYbff9nchMOwchi3yDb6tqenv52nXk1vIrcGCVlbH1BrY074keKLK8N3PftcEjDtcLuZgMcFsbv1zWEsFKKtB/iwp5nhXW5500n3SS++y1Prn9mn9p/4B6T4q1nwX8TPhNaat4a1PQb7TPC9prwee90O4kuUmiu5rqyhiN3JyUaR4XkEMCxIY1wD2vxd/wCCKf7QmmeMtL0L4N/Ez4Y/EG+1/T01DT9E8OfEKwi1Ca2kklVZo7a7mhknh3RSKGUM3yMCFwBXlugftNfskaN/wTT8QeBj8OrU/G7xL8U7Rn1JtM8w6X4dsrPzYpLa5kB8p5r12jkRDmSMfOMLHnmfGXx507x1+wX8KPhXq50+LVfBPjPxLBZ35tnWYaZcLp91FbvIgJ2C5kvZAuDgyHBHzZy9lUozUlJ62TRU8bTxcXCCSs2766qy6XOx+Kn/AATj/bh+E+mXGieLv2UvGug2C+VcXkmp+Hi6zXMEMoZ47kRAFP3twQkbFSuwvuaMSV474P8AhN4g8XarceHbLSLxNVjsZZrFYoN73bKyfukiCl2cgscA9F+6ea+q/wBgz/gt3+2f+zHJY/D+X4p6hrPhGx0PUdP0nSRNFdR2dxcW0qWtwPO3uyw3Bil2NuXbGUCgEV7F4b/4La/CX4v3k2iftofsE/C3xrez2oR9d0W2k8P6rPKVy7yXUAduOQdgQZ+YcYFazqzpxcdV8v8AK5zQ96d3FSS/ldr/ACf46nxxL8AtUh8E6RqV+Etf7d0a41bRr7TIDeG4jgjha7il+dEUwAtI+xWaNPM3BsAjpfiz/wAE1v2mvhbrNt4cufBK6x9ssIL2yu9GimPmQzkLF+7mjjmR2PHllA4IK7cgivpDUPCX7EcupyfE/wDZM8d+NdG8ODTdY8B6DB8TbaK7h07+0iizTB9PZZbW2a31TVXxPHct5VpeMTvWOM+faJ+2z8eJ/wBs9PEaah4R8Ua+/iXS9R1PUNDvZIF1w20+n3ssYZhCUMxi8rYYQVBmgC42qnBUxmIWtKV7PW+yR108NCvFuUHHT5tvY+MvGfgPxP4Q1F9M8SaFdWVzA2HtryBo5VPurAFcY7+vSuTvSyyhYF5Q5ztPynjFfd/7RWp/tQeFNEsfhP8AH/4HyeINYntLG403Wdb026kby5oEuGtWknHmTSxmYQlVlHltE6MJCoYfNvxB/Z9u9IvXh+wyWawLcRzXd3bzQJLdwfPJDGGQsG2PGVVgCwZSdhfYOzB5nJq00l6O5z4jK+aH7r8Vr/wT7gjtgY1eNRwU3bmA6emByOf09+bkMDbFjZuGIXLNyev88/5xTLW2KwIwXnaodVHH459z0q9ZwQzQpuYAtsJB7ED9ew/Gv6FjT7n8JQqOSvte2gkdpGYWdMorLwmSOuevXGe+OKSGAO5MeNx+UdCAOw9e/wDnFWXiHlMJG2sQSxAwXJyOmee3HsPxljt5FYkzByVBIOPmbg59ua0jHldz7ThyUnQlbTX9ENt4XZyhBJyACABzxj07mrMUCBd4JfgZ3r6dePpz681KElikO+crvTiPsTn3yc9Pw6VPHGNjOIienmFScdOnX0xSlJbI+rTn13RD5Efm/PF5bBWBYL2xyO/cVKtvIu7ErLkY2qMqeR938uvufxmjtJYypkXPPzFjgryBnn8Ov1qykWVDOAuD2GRnr9M/41hUbRsoU6js0QRBZZjI6gKFJ3Jwck9fy9v/AK0os4X/AHioFCrkAk9MAemB0qWGJn2nZ0ReQO56jt/n1q15K4+RSCwAAAGCP5e9c7nLozGeVZfiF70F+pQ/sxDCzxLlwoALYyQMHk8+p/yabNo8oQkLvJGSysDgHBIx9M/lWtHYkQkrhz3OAu4DHv6U1bWcgErvYNk9Mc9M/wBa3hWbWp4eK4SwMtINq5n29oExHNGUO/lthyBnngjBqW1s7Zh5rRtJgYbkYwWyQCPqR1Jq/b2rB90Q2h1CtufA/X8KkKKoICI4fgs0fOOe/wCHrXZQrQ3aPFxXCFaNuSa07optoVjdcSW6MxQ/eUEcZB7c8Y/Kuf8AFXwZ+FvjJHg8U+CdOvwzFRHdWaSZ7HAYcV19spQGUgvhhhwwHI/MnqKkubfzFIR/LYE7F2EdyOoPNVP6tVXLOCaOankec4NudLdfyv8A4Y+c/GH/AATr/Zp8TSS+V4VXTZpHysmm3Dx7c9gpYqP++a8g8bf8EqNCO9/BPxMurfb9yDULRJ9x9SyFOOnGD9a+27q0kf8AeI6Mc5Qk7eRjIz6/41m3Om/vGdoWbeAQCvBP684rxcZkeVV9oJPy0/I9bDcR8X5W1H2krdnqvxTPzi8V/wDBN34/aEGuNFj0rVowcgWt4UkYY64kVVH/AH0a8y8Xfs7fG3wdKRr/AMM9YiVRkvb2hnX8WTIH51+sElowUnZkEjbhQSenp+n161m3+lQSysLhAhkXDbhkYxwev0/WvExPC2C5b05NfifV4DxLzyElGvTjJeaaf4H4+3lpd2Dm3vLd43U4ZJAQR+BFRzgxthuo9ea/WDxX8LPAfiy1aLXvB+nXylmyLmzR/buP5eteZeLf2F/2fPEobZ4LFjKzf6zT5HhI9goO08+1eJV4cqwXuST9dD6jD+ImDnpWpSj6Wa/zPzoI8xT8nGMn3+tLgkH5jg9s+1fpf4p/4IYfDTxBoVrq3w3+L+t6VJc2yTBdWs4rxGLKDgbPKIHPUk14t4+/4Iq/tKeHWabwb4s8Oa7ED8qNPJbSvzxhXUr2H8fWvkXjcMp8rlZrufX0c4wdVJxl958fLIqxAMmRnJy3Wraam8ekNpQyVE4kQMeFO0hvzG3/AL5+lepeO/2Cv2uPh6zzeIPghrMkCn/X6ZALxce/kF8cDOeK8v1Xw9rnh+7ey1jRrmzlXgw3MBjdT2yrAH9K0U6NRJxaZ6VPFQqL3ZJ+jRFb3LQBSrYI+7xx9f8APpWlpPjDxDoN6b+xvwZBblCtxGk0ZXK5XbIGU+uMdqyFRhhNuM9Mr+GM/TNGxkK7BtJBB4P+NVKEJxszohVnFXieoeBf2n/iJ4GuGOn3Qjgu4JBdQ2I+zpIrwzQSfKoKBjHLKuQgxvOMZr6c+HXwn/YQ8Wf8E9fif+1T48+IVtafFDRNe0jSPAXgy41Ly3lZ7iN57qWKIq9xF9nE6hl2hPJfJLtGF+F1mkL/AL3GF4J44yOf5mpX1K6kgVJJnVVIOzeAp/P171zPB007pWOv69WcLOWzT+5o+zdC/wCCqH7a/hnxo/iz4U/tA6nbSahp9kviHS21CG4srq5t7aOAutjeAxHeVMh/dH5pCf4Vr70/Z/8A+C7Pwt+I/wCz/rPhH9tz9lXwz4nNlc2FvFYDS47WWS1mtbr7XdyypEsMRWWCyhTy44c+egBYrkfh4lzJGhVJiFLklc8Hp7eoH+RXR+GfiN4u8JAR6B4inghLAy24m3RygE/ejOVbhuMg/wA881XL2o2pu35fcdEMbQry/fxfR3WjuvNNP8T9S7Oy2xfvDwQCGDggnjjJ6c9ck9qvG3jwIxBu6BiTgKxBOD6nkfhUWnxusQVHADY3ZUAHpjn8R+HXnmr8cAhjkBDf6wMFUDPUAf8AoPWv6J5Yxdj+FYu8Pd6kXll4mVAehAyTkjoenPf3/CmxRxrIpkB4XORjBHT19Sfy7VZMvDnzChSNgqA444HP1x/Olt7XYVVkYkgsSVGR9PXrXPUnbY+94Wgvqkr66/5EcMLtN5bcKMENzyPp0P8A9b2q4lsxxt+/gYyx+YYyCfT/AD6UQwEsJGRWVWBUdz+Z4/yatwRSMWZSpXoD0bjOB17/AFyOmOtYwmup9Wqbjo+ooUEj5mwpzgg5OOf6VPFbLjayDoRk8Y4xg+vQUtvA21A7EknlCM5/HP1496sRJI8ZDq3XaeO3ccHPOf1NKTTHC9+boRpDMsmflwV5GevOMfyqYQq5DM/CjBA/z+dSRxvIqq6qXYY4PJyRjtx/9anJHIU82RFBHo2fr/TpnoKwNV7tTTYQRCOJix5J4J6Acn046Gplhdm3lgDjH489fy/Sn+W3mDyhwozkk5z2PHp+HWpli3RbtvydDk/eNHNynXGSk0mV0tQ20AfLjOOBjp1/z3pJISoVB/FnGPp/gavvCXkKq2SR97GMf5/rUU5cOBnb/DyPQD1rajN81jOvTUmZepalpmh2Eut6vdrb21snmTTzMAEGccnB7Ecdee5NclH+0V8I7jUks4fFEmJDtFwbd1jU+rN1A564rhP2ttQ8Y+KvFXh34OeCree4uL9jPLDb5PmHcVTJGMKNrtzx8uTgDNbHh7/gn34pjMS+LPHscRWNQwsYVkVCQDjJPIxn8utfD8U8c4TIMSqU5pdbatv5I/ZuAPCqfE2W/Wppu+1mkl633Z6fA1pf28VxbypNFJhklhYMrZHX/wCvVaaArIw+8SzD5TwR6Y/SsJ/gT8Vv2WdVsrjX9Wi1LwJrziO31Bid1ndMCyhgM7Q21h6DIyeOetNsSjPjg85Yc/n+f5V7mQcQ4LiPARxOGkmtnbo+x8FxjwriOF8zeFr6reL6NbfO3UxZYZMbzKNpwGBQE4Heqc1ohkx5QOD1VdoOc56Ed62ZlJiG9Dx1IODgZPqcVTvIvlLL14DZ5zx6fiRXtSulZnyKwuFqW5oJ/Iw7iGIAiPKLuwo64/Mf5/Gqj2w3qPNC5GdxHQHBxgH/ACa1bu2yoVY8Fxjp0yOvtVS5ijJD5JJ5yQOB6dK4xzyLAVUm4tW7M9w8G/Fr4fnwxpmk3XimC3urbT4oLmOWJ4wHVADhiMEfj/hW3Dqvh3VhnSdWtLgu2UVLhTjnnGD04H6V80XFvsBjVQOey5z+X4VmTNLDMGik8srxuUY9/wDP/wBavi8ZwVhMQ5SpVGru+qTPUpRaSVtD6z+xRLtdxvLOAqEA5P49OlZ/ib4X+BPGVu9p4u8HaZqcEgw8V/p8cy578OCPXt3r598K/FHxd4aCwf8ACQ3Qi4G15WYL7gH6V6X4b+M/iqRrfzry3u4HkAcvFghc9iuMH/DpX5hndHEcPYpUsTCXK9pLZ/dsfQYHLZYim6lCSuunVHgn7a/7A/7MqHRb7w18N7TSZr37SLqXSA0CvtERBKphAeWHTvXhPh//AIJX+AfiHBfr4f8AiHq2mXFtsMPn20dwnzFuoBQ/w+v5198ftlaMZfB2k6mgGI9RKcLj78Zb8vkrzT4EmRdavbLIG+3D4LYztYDt1618RxJm+bZbhalTC1XGSs11XToz+p/Cnh/Is+4cwzxuHU5e8m3o203a7WvY+JvGf/BIX47aQ0lx4P8AFWh6xEoJVZZZLWZv+AlWTp/teteG/Fj9lT45/BmaNfHfw/vLVLoMYZoik8cm3G4hoWYfxDgkHn8v2ea3JwE5yMjnAPHp+v5147+2F4eWfwfpmqysh+zXzQkFQQFdS3T6x1x8A8e55nnEWHyzGuLjUbXMlZrS66238j3uOfDDhzLcjr4/BRlGcUmle61avdNNn5By29xa5S5gdChztdcEHgc0gyiq27BIJPHX/wCtx+tfoMvw98E+KNAFvrXhayuMM+1p7ZWzyTjkccHPWuL8T/sf/BrXtzw+HpLF2+Znsrhk+mF5X26V/Q9XKqtObinex+NR4OxVfCRrUZr3knZ36n1VbhlTEcaqMc/MP8joOMdqstLN5KgxsRGegBJznHQjpgg9O/pVeyZ3iWNSqZwGBOd3ueeMnA69PzqwSpZUWVgCA5Y9eOg/z6/l+t1JczP8+oR5I3b1ZOibULyRbWICsV+ueAecc+vUVYhR3TZbgAKp+bnBOBycfgf6dMxRMwcyY5PBZs+3IzjPBx/nFW7aJ+ACdhPzOD9cdD9T/WuGfMj9H4VjFYKSb6/oh8EbuxBwV24IZunTnB6cCrkUKtIsruR1yABxyR3HBHFRwReXKWK7SFGML3Gau20CErGiAKE+VuckY/Tv9fxrNp7I+pm0kMhWVsDKlsDJ9eD/AJ/GrPkzEkc43Bj/ALP/ANanxwlpC4zhyA2RnHPPTp1qe3iMbBSx+XIzgMCMY+np+fWjZGST+EaluwO4bR7EkdSMYPpjHbNSiESEvsOQPmBGSvBP/wBapIlcBF8z7rZ78Y/H6fT34p6JFGfNRQSTkNjtk9P8aFtqP3VJWIljSRdituI4xjoeOx6fn/KrCRRKNrPk47c9CDn3/wDr06MLAqrlckYwTjipFhLHzuQwwMYx35qPtHZFOysV3hyQGXGPToc//rP5UhiMkYjRWbcoPI+vHJq29sqxKYzjyyc5AJ7jv+NIymSXco4yeq4IxVReuhU4qU1c8X+I1rfaB+0t4X8YCOR7dNInZ1QYM3kLK5jBPGT5i9ema9M8G/tEeIvGHiC80e4+GT21zDpDajaRR36ztNEijrtA+Ygg4xkjpUuuaHol3rekeJtetoyNMvMK6oxdxMkqSKf4dm1VbOAc45x8pNC8S/s//s+fEFvEsdukUjTZuLm3tJHXY+RtJVdgzgkFsZIXHSv5l8QsRhsTxHVhGk5SiklvutX8j+5vCfCYzBcE0KnMknd26NPb5lb4gfGnWP2l/wBnLWPCd34Tn0W7srV9R0eVLoTRXX2X5po22qCjhSGCjP3xyOM0/BuqXmr+B9H1jUAyzXmlwTTNuz87RqSSfXJP516T8MtF+Auo6/rWp+EdJFs+oWxDW8tk0TyB48jCyqHXhjxwPbisHVPDNl4V0ax0TTo4obe2tBbQxKjqwWICP5tzHc2QQXGA2AwA3Yr2vCbO8Lh8zq5bGLip6pbpNK7v6nwXjhw1Wq5JTzGNv3b966s2pNWt8znJ42OXIJbdnAAAJqC6X90XIUBRzkZ4H0/rxWjJAgG8HGM84z/Kq1ym6IAJ95uR6L6/l/Ov6Bk22fypGNmY05ZiAI/m4GS3Y4z2+nb8qpSxKxDxZBGcj24yf0rUu4UKGRDyuM9eD7j+lZ13Gqbsg45CMRwe3pWTSbOiEnFIz51dYmZF6njOOP19eao3tuXA88kdBgKCFPt3HH/6u9aUityJyVGMjtjA/DniqN0FUtMSQW9OeenB9OB+lSklobRk+WxSdNqE7eeo256n0P5Vb0bWrzSJk8hmZD2OMfp7j9OlRGFpG2lPkBBPHTp06ULEyZYjBzjlc59T2zzntXn5nl2EzPCyo4iCkn0Z04bE1cPO9OVmfQn7UFpFqvwXgvQuTDqFvOXY84ZHT8/3gH4V4x8E9yeMjGwOJLR1AB6dDz7ZAr3Hx7c6Jr/7Pthol1q0EF1qum2X2JZP4sGNmOPoGHpk9a5nwz4R0rwlaCx023LOwxPNIPnk/ngcdO1fyP4gSWWJ0ZQfvppdFppe/l5H9h+AVSOMyCUYzV6U3dXV9bNXXRO+jNAK4jBdONv3R3Gf14rM8a+B9H8d+Hrjw/4hg8yCbBQp8rJIOFdSQcEEk/jjuRW2q5cowXBzjGADTkQg+XLISfyz3/z+Nfh2ExWKy7GwxGFm4zg001umj+hsZRoYuhKjWipQkrNPZrsz5V8VfDXWfhnq0uh6nDvhEhe0ulX5Z4+2OflYdx2P4Gse5iXyg6K4YIM4wQeOefXmvpf4w+HbDW/Dkcd9asWWf5XX5ijMG5GBx0/GvFrT4cXiajJHqoXyIT1Qj94AQQBjOAR7egr+8eAc3xvFPDOHx9dLnlpK2107N/O1z+VeK+L+F+C8zxWWVpuHsFGST1bUkmrd7N2sb1so8nLhtudsbbzxzjOO/OSfwq5DDlyZJWUbQcAHJPfPPY/nVWHMkCblUoQADu6ZJyeFHPA9as25McjeagAbONrY56nvn26da/XG23Y/zUg4O03sWrVJfMLABD8wJfnPPTH45/DtWhAhTcxYddvLcgHv/k98VRtI5WkUsB1+YZIHU84+n5/hWjaGRk+RcL/GevfgdiK56l72P0XhSdOWAf8Aif6Fu38wsAsID7gCFHQjnGcZ/l/Or0ESAqQCc8gjr17Z7cAfjVKICTapBO4LkdCP8/0rQgXyxwuAEG3B6c+341knofTWUnZbdyWCGPAkPG4c5Gf1qxDAcFMEZwOMD1/zn/JbEiJtLbvvALsII6enr+NSJCixLI0R+7gjHUn26UN6FNSSQ4IUi/dRBiz4DZwfb8OtSBNikHIAJPpj8fxp0KttTIx3ILHg8/5z/kKsMaqGcE56Y7c/4YqHJ3D2fRCrBlDiMbhz97PanxRHByxBX5TjPPsPXHNSrGFbglQUw3TOOP8A6/NSSrGp+U9f4FHcfhxUt3OyMXGxB5QYskmckHPOSep7GleGSOXGxcMeeMD/APVk07kHzP4gTk57Z/wp8ADrsYD0Xn8Canmaehqmou63MzxFbSz6BNG1kJpYSs0DKwBBQjJHIHIBH4+tcnb6VDeW7arNfWqaQ0Ye9tks1luWZVOFRpFkQAdT8hJ7Fe/obR+YhSNCCeh3cf55P6V4b8U/iRqvwB8T3MNtoP2vSr0+bboy58vcTuUEngA5A9QfavxzxD4YnPExzHDW5paSTtq+jXqj+m/BLjlfVZZLjm+WCcotX0XVP0voev6FJqC+IIfG09xaXFi9iP7LuIxtnZFbBS4RUjTec5DKoBAHAxWh4u1m11treO2tmVLeAqxDE72LsxbPvnp26dq8L8L/ALWrfEayTwnaeF4rSdpQhlRMblJ64J6j684Fe/8AiXwTc+GdK0S+2yCHWNHS4iMgOflZonGedxDITxjAYAju3heHOBpYLiZyxvu1HF8i012v87Hu+NmOr4/hKCwT5qXOuZ63sldfkcnJbucsyYJ4JBHt279Dz71Ulhk8tdjYHX6fj378e9azQgSGWSMbt2AMY9OeP6ZqlLCQrFiOTtA35A/M8d6/oVNH8fKm2rsxrsqclSQcDOD1/Q1mXMGV3KMnp1/rmt2WF3jK4LKOgZQfXn8uKyruEAY3EjPJ9Bx2z71N10LuzJmiCgtHktjnC8kfj9etU7lJFQtIxPfoASe3WtW5jYEpg4HB2jG3jvxz2OKo3SBzhQWwOvPPr9etEndm0ZdEUTE6IZGUk7eAo6Hpk0kkQYhSx3dRjpj8anniaQ5wArLgdue44HTP0oaIGQMN4+U4JGMH09uP61lKzLjPlV0aK397qccLXdw8ot4VjhEkpOxFwAgHYY6DP/1+38F+LGk8rSdVlxIvywzORhjk8N6dgDnHb3riLaHbbKUILE84Q5HTofz/AC5q7A8rTvgqcnOACATn8/8APavnOJuFMq4oyqWDxMPOLW6fRp+urWx5XC3iBnnAHE7x+Cl9q0ot6Tje9mvyZ6xErKzBVIwxHUkf5/wqxHGAxG3ORnlen4/l/kVyfg7xnGFGl63KrZG2G4c5GRyFc+noe305pPFHjE3ynTtJcmF8h5ySjSjuPYZ/PvX8n0vBriOXFDy2cbUlq6ttOV7NefSx/cuK+kVwVDglZ1Cd6stFRv7/ADpap9ku4eOPEVpqKDR7KTfGjh3uAOpAIwvbHzHk9SPTrydzBiIRnbwrRsOpzg55HQdeeT17AVZeJ3RpA4XzBh2OWIPGemPTv60XEDSR7ICOMkZOeeePcfj69eK/r3hvIMBwxk9PL8IrRh33be7fm32P88uM+Mc1424hq5rj7Oc9LLZRWiS8kupyduYY38uNTvxtKqOnHBOeOuf8O9W44/KbKx5yCduCMg+nTtkdsZ9qr2aeZKQ3OSD8xAzwfb8xnHvV6IyRwouFL/w4AG7uQe/Q19a9JH5tHl9jzLRIsWkL+YGAHII45B59/r1961IGVk+SEMWX5/m4I+o6/r/hmacqmTc525yQjZBTrg+3rz+PatO1V8/aGVgRjeRz1x0/Xt2rmqy94/SOEXGWXNr+Z/ki7HGqqQF3AjH3cenv09/r06VftRwGbOGGMkAnrz/P07VUt4ZJXDZ2p6BOCDzzn/P6VoKYCoHmDJbI79AfT8KwPqW+VuxYhiIRhtJCjgD156U+JVjOxVYKxyMDpxx146mmwKGhK7goC9fXORx/noKsoFyzsvJXgYA6H/P5UpbGivLVjVgKyZeYknHJPBPb9cVYhi3ORtyCT83b2/kKW3VTJjdjjA3KeOAf51ZgRSQI0VuMZHfoMfp+lZSbRvRjefkQtE7ExuR2+8cdh/8AXpzROJDvCnJIbPpzzzVkgKgd5Nv4dBUbwyOu4EYxySOlZuTZ1Rim+YqpDIVAP1x0ye3bpTkBjkDEkFSdoYjpnHp/L9aeSICXcgjbmQHGCAPb3rg/F/xw0+ydrTw6qN5bsrXTnng4O1RnHfrXkZtnWEymkp1Xq9kt2fT8N8J5jxRiXTwySUfik9l6+fZLc6/X/EWi+ErUXmv3QiyuUi+9I30UHPtk4H16Vyt58Ok/a5+DfiHxB4F8OzT6n4b1drd7KJTJPPatDG6OoA6h1mO0AkgnByAD5P4p8XXWpvLqV3NIxZvmPLsMn2r3j/glB8VrPwF4q+Ir63Jm1j8OprFxhSdsNo0gkIHqRMP++K/KM/4lxuc4dqC5YxaaXW6a3Z+95FwVgODf9opydSrZpt6JprVJdj55/ZK/Z48b/EL4rw6BpljKFtLtZNSuWB2QRByCXx364XqxHoDj7b/4KI+K9G8Aaj8Mfhp4YGz+ytCuZJIpBlmSR40G/plmaGQk8ckmqX7AX7Sdv4q+J1/4T8Vi3eTxnc3Gq6fdwWSRql/sEkkZ2qM74TuUsTgw7QPnJryL/gqJ8Qra5/ajbVLRRJBZ+H7WAxk8FhLOSeexBU/jXhtYuWaKq9JxWjR7MsVh8zcKM4fuo3vF6p3Vn+BHpPxC8Nayv2d7lLOfO3ypmBBORn5v8QPrWhKpWMNHNkOCd6vkH0OfrivmSP4hKt2b9I5I1EpyHIBP5cV1vhn9oCDRoNr3QlhXmSPOQcZ6f459K/Rsr4vxlJqni4OS/mS1+aPzniDwzyrFQlWyyfJL+V6p+Se6/I9iuYgVMm3HZdzD14/Hmsy6hYPwq9BtP5c1Z8PeKdK8V6FHrOlElZCcp1KNnH09/wARTbghycDIA7KeB6ev+Ga/Q6FenWpKpB3i9UfhuJwlXB4mdCorTi7NeaMeSF/MMaAPx1BA6fyqlPbyli0mCAwCk/T3+hrWuY3XIALFj02/gee3/wBeqd4g3gsqgK2M9cf59/Wtee5EYaGbtkVwswHHGVPXHH9Ke0YfJijBBOMH8/6Gn7lLlmbJbuVxk49CeOn61KsbFMbBkryoXPJ96zckmaqCehJYh1GwhQinkjk9Pf3zVhUjXZsAAA5Y5+Y5P5c8evBqG3aOJtzAt0AZcc+p/AZ9qt24cRnb8w7MRgdAAR9ea1i9Lo/L88jKGYzXnf7x6fvNp3ABn3DChh/P68VZUrhhHIGZG5YcAnGOAcZqFIowA3l7SrEZZv6/gf8AJqREbcrM3PCqA3KrgHHA47fWmmr3R5CqT5Gkrjwskke/y2AbBAyOcgH1Pr/SllCvhi2STjrwDz/9f/Iqa3lklIAhCLtIxntx/Lr/APWou7ONICfnAA6Y6DqM/wCeMfhVS2MuXmXMmcRYsz2q7ItihON/P8PH/wBf88cCtKBQ0YcR/Lt4yBnAJ54Gf8+9U7GKExs5gGHTdlVwOnfoTg9utWoViYF3UZJGCf7oAyMY/wA9Oa9GS5mfOJzhTjbW+poaWGabe0RwD8o5JJ7cg+w9q1bZImcqTgCPGCc7e3THPP8AOs3T4omnE0gxG5JUYXPXGffnmtWOIxjmXGd21sEKBnIH61zVEufU/UOFZSjlmq6v9C5bRgMymMZ2kKD/AA+h61et7eWViq4BKn5yCMAkHHv1/SqcbKh3+Vkkg5bt/k/0rQtZsSBY2bOzpg9OBzjB/wAms5NOOh9O4qSV9LFiOIMBggMAc7mz6DHp/WpVWTzfmBZWY8HpwPT8cfhUdtLvfdJjL8ffJ7557g96tZIQvuyThgwHGMdPU1g3Y2irofBHhQiLweCB1xjkZFW2QK4CgZLZzjIIPPPH+ce9RW2CjIUXgkjr6d+Oe/PFTeU4O4r1ONxPUY+n41DZqrLRDXOYxwCCf0wfb8fwqVLZZsplcE9QeSfx7Umzy1WWRMFSCxbAxj/CljkYMEBO4dxj246/1rKTudFNuOxhePbttE8GarqyybmhsZfL45BIwOfqQeK+WbPWJbhrqJpixL78Kemef55r6S/aCuprL4Qa1cR/eVIiwU4z+9jyOvpmvlPQLg3niGOwsUZjcxBYgPvMQcY9+tfmHG0lPERTekY3/r7j+hfCeDhlc5RXvSnb1skl+Z0UN8I7VkOATwoIye+K9P8A2GrOPV/ir4w8OtfrbQX/AIA1W2uJWZUUxy+XC5ZnIVEQSmZiSOIOucA52u/AG+07w1a3un3btdMis6k4DHjOPTqelYP7PV7P4S+M066ldLbxpo2tRXyswCuE0+6fY3bBdF4+lfn2BxWHxkJKnK/T8Ufr+dYPFYOgvbRtdfpsetfsH+JfAvxP+KeoWenCSytjcxzaIjzOs9mYtjoyj5kVjIrMCDj5cbTxnjP+CgMNzJ8f9d0ueaMyxWVpHI6qSA/kqSBu6gbgMnGQOlUf2d/CMvwX+L+g6ppGrBkudfsfMwqBdvmqrglZsbcEnpnrnNV/219RbWv2j/GzJOvyahHAHZio+SFE7Z/iBFe1VpqnilKOzX/APicsnz05drs8P1RFELxxRbWjAV93XPUjtjB7VhpdyxMkUJILODgtnH61s3VwJ7xpp5Au5juGM9OOv4Vz1y3kXwgfJZXYMewwRz9K9ShJNWJxKad0fRX7MHig3EF14QuFyzJ9rtiR1A2rIOp9Yzx6npXql3GP9Y7bW6jI6nvXzf8As+arcWfxH0VjuzM8kDnOMq0TgDjtv2fl+X0vOCYggUtkA8YAIyO2fTuelfofDmIdbL0n9ltfqj8M45wMcPnbnFfGlL57GZLH8m/IK7fujjPPt/8AX6VRuY1iVmQZDLyoUDj6de1a88eR5gOWIAJB78f4n86o3MTOxc5Pybufy/EflXv31sfHxizLWIAgqQNrbuSTx6cfjSpAAVCHGeduPoD1H0p5R3cuBhF+6NwIPT1/CpVAZQzJ8y8Ek8Y4Pv8A5FZSbvY2gtLiQInmFWl+Y/Mvy4Kjr9719/bpVsQOUDeaQFUHYwGMkjn9aiBDylwqjs2V5zgn8+D+VWYc7I9x6JxnGOx9eK1pz92x+dcSYdrM5NrovyQoiy24r0XJwOoJxj5eR/KpY0En3kwODgDryOMevX2NCowZkjIB5JBbI+hwO+c+9CM+S0MyhgeoHOBnjoPStT5iSUZNdyWxRAoBUIHU7WEn6Y9cDt/TmW8ZZUCnc237oOOePT246+v1ptpEF3SAgDZjOSe+TkZ9M/5FPuYl+zkmTrzhscD0xxzg/wCc1o5xsc/LJRaWxw1s6rtSAABslEIGOnc4wM8Dt34FW1lOwMfmLEYCjgDnGPoMfn14qlaRBMCNeWLEF1GDng9BkHnOPerqeQsxJiIcjG1l4GD/AID/APXXrS3PmISfsrvRmhpDFpds8+VDE4yMgZwBj/D071t2au48ycIG6nBJwf8AP9KxNLLB/LkAKnJcbRjtj8ev1rbt2WOITuzbdpIJGAOec/kfpg+tcVeXvM/U+DnOeVJvq3+het1aMq6MMjDDA5znn9PerluWdGlY4BA6N90cjH04J/H3rl77x5ptjOtrb6fd3Tt9yO2jDjHTj1HPYHOcYrMn+OnhC2uJtPudQSCVQ7RrvGG4HA34w2Tg7sYJHHNedUxVCHuuSufoNLJ8dWp+1VNtHookCKpxgbxtABOeRn6VZglVJGXKsRjk9c9z3FfEfxI/4KeS6dfppnhfQZJIEuXikuBeBVyNwx9zjBHtnPJx0zfBX7Yvx21aKTxFpZtdRtDxOdPuHd1ySFDKxIzwRtwjHoOa+cxXFWW4eXK236H3WT+F2f5srQsrq6T3Pu6PV7KS/e289EEZ2MxIPzZHYHP4n8+tXYbq3uswLcIZU++g5bGfY5Ar4c8O/ta/GEKbmWztJYzcjzo5YWjDD0JzgE4xz7DAxXu/wQ+PHh3xhdvZ+Y1hq08gE1rcsANuMbF+UEgcnnB+YnBrLDcWZbi6ypxlb10PYzHwd4ny3COvKk5RSWsdV53W57rCeAxbnYflUHBFPIjhJfdgCTjg4zVTTL2G7hWeU/M3QbuAPqeT/kiribxMzHPzjowzjjv6819GqkZr3T8srYWphqjpzVnc4X9o+SG2+C+sPKVQSJEiMzY581MdOvf8q8S/ZI8D6f4i+LI1TUIlkg0yynufKc4/eMAin6ZYH6jNevftWlJPg3fQbQXluYo0HIwwfI/kfzrx/wDY78R2mm+Or+O4QfvtGkKsWIHDpx9ef51+P+JFWqqVRUt+X8z+lfBajT+rU/aLRzf4Jf5Hufi/x1d+FLB7u9SK+tLWAPJHEPnVRu3Y9Ogr5a8b68T4m1PU9IuGiaS6laN9x3bXBVlOOcEEggd696+J3ijSIdBv5G00bHtHthLbSghWbjL8njLc+gNfM+u3y6hq13dxIQLiWSUofRmLdPxr874SouClNq23+Z+1cdYmM6UKK63bPdNN8R3MFlpXiMlZJ4GikXz2Y5eNg2TvhJx8p43VxH7Serxal8dvGd1FJuVfEt8hLpkHZIy9O4wP5VDomti78BxiKVAREXwgTjg5ziYHrkfd7V594p8R3mvatqOrX+1pru8mmkPbc7lj+jGvva1FympX8vxPxzKp6VI9br8it5tuLQyT4DFThm9fbNYeoODqjOkhxs+YuuOeev6VpQbBGZVsVJI4bp/Q1kai6R6qQXYgqSB+v9cVtQ0lY6Kz50juPh74hl8N+JrDWCgYW0yS7Tj5gCDj1GRx+NfXU8QZizfNu5zg818X6Tcefp4ulOXttrNGvde5xX3T4Nl0r4geANH8R2CLG93pkUm9FypfaNy59mBFd2C4pwmQVVSxWkKjsn0Tt19T57iDgfH8VYd18FZ1KUb8vVq/TzRzssIVQMHGTkAe/b/PpVOaBcCVlwGHfpn+v/163NS0q6tJ/KuI/LYN8rLzj6fnWZJb/KW4ZiMkBeQfqOn/AOqv0nD4qhiKSqU5XT6o/EMTgsTgazo1ouMlunoY88eXYrGVyPvFscf07f5FSQxL5XzDkNnaG6jj2/zipJoVSQmCP2wQcD8vp+lOEbByWRQhPryOfrWlaVo6GMFGUrMro7+YrFsAD+E55z7mrMLExbyDkfxL0HQYHv8A/XqPChWPlgnGSAePYf8A16lE0gjPlsCAfmYqOvHOP/1dufW8PrC7PguK26WNTXVf8Asoy7CwI3c42n+InjOfekZGZRGUHzJgEMSQCOR9OvHegbCpLMA2Sdyr/UHn/PrU8OCnmSOPlblTzz2HTp1Of/11uvdSZ8e4xm7dieAjaoLPx2HZuvtzjPTH9ahuHxGJbgDAUYVm5AOfXHPT06+9SxrGGVD6jGUHr7HnqfzpbyCJ4leQgnZkhRjHJz3x7+vbpQ5XZhVpTcXy7nnschSUW6x4RW+6c8/eHtx+I/SrXzyKqsiZ/hLuMsuAeMflnr/OqkH798Mkig4A+YAEDIz16deatiUrIHKlGCnJLnHr0454PTiveb1PjG+ZN9DT0iQ20/mKF8prfcuUAAzj178dvWvMf2kf2r/CHwfsRpUdybnUZY2EdrDzzkjnoOcHv0I9RUX7SX7QGifAvwFLrlzKsmoyI0emWrN8rS4xk9flzz+GK/N3xL8S/E/jPxVc+IfE1/NJcTz+bIWY/Lk8L1457e3avjM/ziWFqOjS+Ky17H9IeFWQRxeUwr4q6hd2XfX8j6fi/a88eapeRXP2xLdJpEhbYSGLnOSXJ5/rxXmnxU8c+I/iHqtxrUurXISWEmR0cgOW53BRx90npj5RjGa8wuvEt5dQ2l3HeFRZz8IGBGeAuAB1wOT7+1dBf60qqIrW5ZFdII0w/IAWQDoecpjp6/hX5tVrY2vUcpTbP6swcsiw2D9hCklazv3uje8OeG3u7Szsb4LPDqyuhdV4juAFAkJ45JeM8/3zW54U0qPw9MPFejXctrO3nQ6lAjjZKqEMcp1PAyR/skjGK4vSvHt2NEuZYJA5WdJEDpkoHGGx0xnA78bRWjB43km069tnvmjE0oe34IzJtzknkk7uOvvivMnhK1733PsMuzrK6NOLitYrR9UfQHg7xNa+ItIjTyCbm3DefGJfmKqcHkn5ueQTncCp6YAmW4gSa21HQLsROqb7dlX7oBz5ec5IUsDgg4zwRuwPFfh/8S7HRPENg73JjttQjVkl3fNHINygk8ZA6H1GewGfVn1KLS9WbRtp8m9RruyTrsmBIkjz2+8QOCPmQ/w8eZWwjpz0P1zJeJcNmOAjKVnZpSt+Dt5n09+z1+0DNO1vp3iW6EsDrtaaR8tDIAQOvJBI7984znB+irSe3u4lnt5llif5lcchgeRz3x6+9fnN4O177LPcR2s/meVJlFV/vLnAIB56ZBwfyr6j/ZS+Odv4lgk8D6lcsZrYAozNnehwAc4HzBvlI5+6Dk/Ma+64Vzus39Wryv2b/I/n3xt8PMvnR/trK4KL3qRjs/NLp5nS/tcXMg8Aw2EL/KbnzCqjqV4/Dlv0rwn9nTw9DrXx+0Lwy935MWtX/wBgYjHBm+TI+hIP1Fep/tfePbTSJdM8ORpFLcTRtJIjEkRKWXa2BjJO1jjocc14P8N/ifJ4P+Mvhvx5ZOFGn6xBclSOThxnPv1rwuJPaYjMq66WsvuPL4IhHB8O4dq6er+93/I7DSvE2naDYeJvhR4vhk/ti3OoIrzOeGhDSk45z8sR/OvLJ9RVHE4YlMkM3cA546fjXoH7XnxA8D6h8VfEPjfwwqLdaxbpEqKowjyEGVx9UG3HX94fSvHrDXTfAQyRnDDDAnr17j6mvJy/Bxo0vaRVr6tdmfVZjmlXGTjGbvyqx6r4PvTN8N75nllxamSMAyPsIyG6BSM4bpxXnstw7hkwB8xJwcZ9D7dx36VpeHtZK6FqlixUsyIcMq7upBI4zyGXgH+tY0SSEmTeGC5GOcdenHvXqzq2SR83hqXJOb7supcbVQHBweR1zzisDxJI6aok4LcNg89sD9MitxN23zQnGCpXJOfy79awPEMUlzMzQIxPmFiMHPX/AOvRRkvalV00rLc3/DV+bSeO/wAAxOdtyMZ4Ir7G/Y08RPe/Di68LXFyjHRtQcQgcnyJR5iH8W8z8q+KNBvU0tVSWN3ST7wC5A4/H0/zzX03+xB4iWPxhd6Vb3qSQXmmEEKQcyRsCnOeytJx6V8nxth1XymbW8bS+7/gH1nBONeHzWMZbSuvv/4Nj6T1CxtNRhK3SKdy/KwPI9MVyev+FZdNkZsCVMnBC4wPT+WPpXcSxKu4bsDByAen61DcQJLE0MmSNuMA9Qa+R4Q4/wAxyGqqNRuVK+qfTzR9Lxv4cZPxXRdaMVCulpJLfya6o8su7YK3DFiONxHU84zn/PNQyKmS5cqh+9k4I4rsfEHhYK5utPJI+8yhgSP84rgPiJ4v8NfDnw5d+KfGuqQafY2EZkurqZgoiUEg9st6YHJJwM1/SeW8RZfnWEVbDVLrr3Xqj+Rc/wCE814cxzw+Kptdn0a6NPzLUsXl58tSyng5boCPTnJyR+FRpeKjYkJcqQHjXr044A9cA/8A1q+OfHX/AAVa0S1uruH4f+CGvbSAfJc6hdC3a5wfvBRuIX27jrjmvEfiF/wUz+OXimCLSfDNzBoMfLTzaduMkhLcAtIWyAMDtnGe/HTDOsPRT3Z8ZnnCGPx1alO6imne76PU/T63uLaRBFBdIGOSA7BTx7dzyO3ar8axhCGUhjGApXGBnjr29vbNfkdY/tW/G63ux4hl+Ker+eGDfaY7neM/3WQtgdvY+g7/AGD+xV/wUHX4yXEPwy+IN/aweIY0P2S6aPZHqfYrksvly/7JBU56+m+FzqliXZqx85nPAWKyqj7WlNTW7tuj63a1kxh3A/iUl88g/XPrzj2zTlhdYHjVmUbOV65GD3PcE1Fp97FMoZZ1cSR7gy8EEk46nnjBx1q9JbZTIUhipDZ+Ygc5689c46deteqqkWfBzouGqPLYXlgiAJcochnYchQeoHXqcjGfwp95fWVlaSXF5PHDHbpvmmlbhVCnn05A9ePTtVe3kIjRYlGW+Y7FyM5HHHToMZ7ce9eDf8FAvjQ3w7+FJ8NaVdql5rahGCg7lix830Bzt+mfTNexmOKjg8LKpJ7Hy/DWVVs8zalhKafvb+Uer+SPlH9rn4+SfGj4s3moJKW0yzlaKxg3sQYlzg/iefxrx6bVZJmcyYLvIC53e5z0/CoLm78xncFi0jck/wB3OR/QVSOZVD7ickBVOPzr8kqVJ16jnLd6n9iYaNLL8NDDUY2jBJJeSNz/AISCaVDbOpZ2dm2t6AYANbN3qUzwW4kk2kLED8uD8qJz+a/jzXJWkrrqCgrny9u0E4BOQcZPqf5VvXYEAk3kMqBUyg77fb61nJqKPUwmKqThK7L+l6jOumPbqx2uybV6gZLf48/Wtae5ifRGuSCDGrFCvUEY6e/zGudhuJHgtio+YyBipPynpjPoeAfxrbsLm3ESR+YDshDITjBbJ65+gP41g5JtH0GErt0uVvoXdRlkXQTIozPaTLOhOcKrBV2j0wd5/M17Z4L8YzeLPh5FqNxOr3ejRrNEUDeYyABSvPCjbhs46pjvXhb6oJVWSNvPEMoOWQgOigNg57fM2fau5+HHiIaBqljo12/7m8t2huUP8ULKR9M5PH1rhxNNShfqfd8KZo8HjJR5vdkkrdL9Gep+EvEct34hOmwzxxyzrsBAO1WZWIOe5DMp/AA8810fw0+JGpeAfH1h4v06fYq3CzbNxIaJ1KypzjgAFh9TjrXkulazcaR4hik83ZNAhBXJIEm3kjnONynp6fSunW9ih0u2jS4bYLoRxBhnPzk4z1CkZ59D+XmU5ujVUo6dj9Eq14Y7ATo1dU7pryaSt+Z7f+0149fxJ8RLq70+ZjC0MDQykEZja2i2ge3zP78885ryfUtfMIZoGIMY+96HBC/yP6VPrniW61LQLG+lY3DSWKwiVlxnYxUc5yflAGfpXMXtw0zlC/yM5br09O3GK9dNVpupPrqfl1WCy2CoQeiVl6Gpq/iPUfEkyz3RLycl2YZy3A/DpVvRC0cwZuRk8rx9Kpa74au/DM1jHeuC13YRXart+4sg3KOvptP4gVp6FaOuJwTnIxxwRjr6UpTpqnzRejMoxq+1amrNHdfDL4UePvip4mg0XwL4fuL15pUid40YwxM2Splfoi8Mck9EOM4xX2l8Kf2c/gP4F0JfhHq/hC28Ua3cZfWb69tgXjAIGVPWFAT8oVtxOTknOPn39g74na54E+IuoaDZB7u21XTw82lLKYzdvDJuXaV58xUaQqO+T3xXvWl/tC/BfwTfXulfCPwvrOq69q12Rq2sXMrXMjOWbajSyEAKnoMYAzgnJr8p4sxua1ca8NSuopJrl0vfq35H6Rw3gcEsMq0o8zlda7K3kcr+0P8AAz9mjQPBV/rPw+0JtM1Lw5qdlZX1t9qkuI7iK6hmkinxIxKyK1vKjgfLteEgAhyfADaaWJI7q2Gzy1ZMqoBXOOM9x/8AXrrdZ+J1pr3hb4mXRTIn1jSIbESnlzD9oDE88nDEn6+9eXR66q3PnTsFVlICqM4r6rK6GLp4OEasm5JK7v5Hy+YzwtPGVFTty8zt9/5djcuo9KwHlgEnVSwGcDucmuk+AetQ+C/jFoOsaeVBmvFtLpFJ2yRzDyyTz95VYsvuuDwa8/1TWzLG8VrNySQdvbODjPbrXY/s5+DfEXjj4maRb6MhGzUYrieZhuESwOJGYnjHAGPUnFa5nGMcuquttyv8jny2cp5nT9krvmVreqPu54FDBy3OecZJNRzRO79sAZIx681ckilYAxpnpwf881E8DEFc44+UkY/Dk1/Psai5tGfvqmrbmPqkkOnQS6heSoIo0y0jvwB19M9q/Hj/AIKQ/trXv7Q/xQn8FeEtUeLwlo1yY4EgkO2+nUkNcMOjDIwgPYburED7k/4K1ftJ3PwW+Atx4Q8PXL2+r+JwbGGaI4NvEwJlb6lNy+q7lPFfjvdXJlld1k2knIz/AJ7V+2+HGXVo4eWMnJ2lpFdNN359j+fPGXiGj7SnltNJte9J21V9ku2mp0OjeItPsXaaaEO/HlPKMgEDP3R1B6Y96qXc+n3DS3tlMiBycxbflCsclR6AHA+mKwJppHO5X6ZA9s0omZI9ikHpuwBmv1NRSPwWWPlOPK+hqjU4oN6RltrjEkZIIBHcdKk0fxBqWj6vBqem3r21xBIslvPCxVkIIIIOfWsPzADkHOeRxU1vKGkBZ/mI+Uhj9RTWmxyyruo0mfq3/wAE4/2vpPjxoTeDfGOqFvEGmKh2SPhrlRuJI6ZPU49sc4GfrdoRJCdpZtygghuhwfz5OPw96/C79nP41a98D/idpnj7Q7p0a1lH2hRzvjz8wx9PzGQeCa/a/wCGHxV8MeOPhpZfEGyvklivYRLBFG+5izANt4PTkHPH45r28LmCVK03sfC5pwnicbmKjgafM6jSUV36/I83+0wpEZJG4RTnnAHGRjB46j256V+a37cvxYk+IXxauHjuCba2QR2qZ4EZJKn2yCG/4F7V9z/tFfEJvAPwi1jV7i5jiP2c28TdWLtwGwfQZPGDxX5c+Mdfm1/VbrV5gxeaZjksOvIAz6DHH0r0+LMVzSjhl01f6Hg+EmVezp1cylu/dj+Df+RlX115gYgsOdoJOe9JYzGWVpGYFIs/Njp6D3qqzM5VmTHUgnH508g29gGKkeYu7B9Og6/jXxzVlZH7D7WTnctW9ws0/l+rFiRx/n6Vt3NwPsuwPgSNjJGekYH6VzlghD53chCBj3rZuDkwpMDgKXcY9QBj9KzkrnoYKbUGy15oaVIFeTB+UZOONuP5fzrSF87vdXCDIQ7lGc/KDgf0/M1gQzh7prgYPzBB6Z9fzIqWx1BReBZFIUsxK4x8uPf2BrPl949OliuVa9zsNEOnyqI7qSSQsC1yi8cFSxwSCBnHpkVfv9aWDxBarBIYxbIikDOAwGWOSc4yB+dcv4ev10+Fry6jYm6zuXdtwg6fpj9KrTareX2rL+/KP5rYwPU46fTHNY1KTafY97C5p7CnCy1bX4M9euLoXGqMglMRkhmJYNwASQMcZ53DnGK9AkT7d4Zs2gVP3RiZ2jGMLuYfopbk8+npXk+g6gl5MZmYFVik2jPJ/dnb9cHBP+6PpXrvw1eylsbOzvC0sN1DHDJCexIY5PpjBznjDe2a8GvD2dmfsvDtX+0FKHWS0NnS9Bvb/wCH97LY6bOy6Rfsty0aFgiMOC3fg49hketRfDj4e698SPGeneD9A0+aa4v7uOBDHGW2BmALtjooByT0ABOa+j/+CbejpZfEjxFGPnh+wRtJkZ81isasc8fKWDcY/iHHHP3A/hPwz4d1GaTw/wCGNNsC7gs1hYxwl8jnOxRn15rzeKc9fDuS068Y80qjaWtrO254mW5dDO+JK+FqPlVFJvzv0+Vj81/2zPD2l6B+0VqXhLw/b+XYaNp2m2VkgySI47OED6nrz61y2l2X2azSMoQQBn5PQZNez/tK+B11X9o3xT4g1Rfka6iWFPULBGBk+mB6VyU+mW8dthLePG7G0L6ZGKrLcepZXQWrfKrvzsrnLj6FsxrN6LmZz3gbx0fAnjzTPECNIkMM5S5aI4dYm3I5Q9iEYke+DW94u+Kng7RNQUfC7XfFEvluzeZfzxRJKc53lEXI3dxkn3545HxTpcauHto2BBywxx0NZ1rolw0hZI3K8ZJHA9/yrt+o4fEVVWktbW8n2ucSznEYSk6EJK12/NN22Lll401yeE6frF/NLA0isUc9GVGCleOPvHPrx6ColuHuHd4n3CTOXYYOSeavnwu93Mk0AKkn5tx7fzrc0vwaoOxoWJ4O1VByTn14rqbVOOi+48v28Kjs5I90/Zp/Y1+GPxg+FGl+O9d13WILmeedLyC3miEZ2SMq7QUJHyhe56n6V9LfDX4N+AfhNo39m+BvD8FtuAWecgPPMeeXkxk/ThR2Ari/2E9OuLX4N3Ok/ZZFe01mUKkiEbUaOIjt6lh+FeztYMrbpGCAggbj/wDq9K/CeI8TnuJzKrQblKmm7JXtbptufsOS1MjweBp1U4Rk0ru6v57lDyWLFmckkfKce1QXULgFjGQADz2wMmtdbW38sC4mi49JF65/+tWZ4p1TTtH0We9uL63jWKFnkYyL8qjJLHnjA6/7p/H5+jlOZzmrUZv/ALdf+R60+I8mjviIL/t5f5n43f8ABZP41zePf2j18EaffbrXw5pipcQjGFu5TvkPv8nlD2wB618YSsV7YJ6DFdr8e/HR+IvxY8ReN45WaPUdWmltzI25vJ3kRgnvhAo/CuIllDDLnk96/qnI8DHLsqo0FvGKv67v8T+PeL82eb59XxLd05O3onZfggLnbyePzz7U3D/xEfhSqRwVwM9iaRXTOCeccnFetZnysthycAIhIycHB56VIWO4EAD1x1FQq275yMZGad5pVAFxjaegxnFFmNPQswMwlBhO1QfT2r9HP+CSXxol8XeCdT+E+q3ZabRkR7NW52xMWxj05GCOn3fTn83In+UFuw/Svo3/AIJifEKPwf8AtY+HdPu7ho7fXHbT5+cKxfBjB/7aIg9gTXLiuZUZS7H1fB2NjhM8pN7N2+/Q9h/4KTfFS3XStN+HNi+1kke5v8NkBwgVUP5t+AB718QajI+5QjZOF6cHIH685r2H9rHxdP4j8az28koYQxZaQryzMSSScDPy7QPp714zch2dY2U4CgMe5Oepr1syxEsXjpVPM+M4dwEMpyGhh472u/V7kd5uUBGx8qhVweuecVNdkLAkIPI2jH04quCDcAyg4L9CatXLbx1wF2lsnPfH41wS3Vj147SbGROAZGLAZCjHr1rUupxFD5/m5IiXntuPPSsYODgBvmJ+b9OP51a1Nh54iIBC44J5HAqZL3jqpVnCmyxBMVgSNyD/ABEd+tPtCrTmV+dq4YA844AA96qmZFjdSh3gjac5IA4P9KeGIEVuoyxBZjnrzx/n39qhp3NY1NkzSu9UciaZztBTbEByADj+Qz+NFhOIrnzxGGaMADHf/JwPwqmWeFthfKLIPvjqPT86bb3klsySIfm5OB69v8+9KUeZWR1QrtTXMd/4d1YxQRaWzkpJEolVGPzDHJPouMDn69q9M0D4radpOmzNaGJZFwVDk53scYU+u0sD2Bc4zxXhFnrMljBJLFP+/ZcyqBnAPbnPp0962PCLT6vqdnp6zEyvcKyKrkb3blsnt2J9hXBWw0ZR1Pvck4oxWCqJUXq9Neh+of8AwT98Qx22p6t4hit1kW5sbdEkkfrh5AANvAIEY/EmvrC5+Ld1cM050W2V2VcAyuRwAPb0r4q/4J1ahJeaLrIDDZG0WFDZyC0rZHp1Y8ev4V9QIFMoyXXaOo9MdMf56V9bl3DWS5/kVKnj6Maii20n0dz+ePFjxF4w4X8RMYsqxUqUZqDajbW8U+vmzF8YfC/wd498S3fi/WdNma5vZA8iJcMqZVVUYAyeQB36+tVf+FF/DKU5bw+GQk7RLcSEN/49j1FdRGyGUxM5UgZzyQPf8x69O1TgdFlDZHy5UdPUZPfk9vSvoKPDuSYSEYUsPFJJJadEfj+K8Q+NcbUlOrj6rvq/ea1fo0ctF8C/hJ5uT4KsmkHOZAT24BDMeetadl8HvhvAq/Z/AeloP4lewRjjHTlcGt+yKuArZVsjdjqRz3OPatGGEK+G4zzk8cZJHPT2rWeCwVPRUo/cjjXEGf11eeLqS9Zy/wAzJsfAvg22w1p4Q09AcgmKyjXbluMfLnpWxp2g6Ukqvb6VbKG4wkSZ9PQdyevP4Vet4GkYrMg2g4JZ+Mfjnsf19q0IbaGzt3vr5hFbwQNJNLK+FjUZLMxwAABkkn/9fn144aCtGKXyPVwmJzKtJc1WUvWTf6jLC0FvLtVMLgDAPP1q2UtLWFZbpp/3sirmK1kkbPUcKM+vJ4zjnmsqT4qfCbSCBqvxH0SDB+f7TqcYyPrniuO8cftq/sk+FoJbfXfimjxW8qRy3Fjp88sHmkBwqyhPLY9TgMeBXyuZYmjTpTdFJztofp/D2W4+viacMSpqlfV66ff/AJnqcNnY3Gx7VbnYybi9xbCMMCTgr8xJGOucYYY5HJ4L9rbVX8C/svfEHxgsqRTWHgzUJrdn671t5CoGPcVxs/8AwVL/AGINCsorPTPGWpXBjUpujtF24BIG3c6/w7eCB1I6AVR/4KZ/EDS/Ff8AwTG8UfErwXPKtn4g0i2No06hW8mWVSykDPO0MpGT1NePhMXOtRXtV713+eh9VmGVwwuY/uX+70t92vVn4SahOzSsZDk9Dk1WmIXBHYY61LcEySHzARzk+4qGUBsIM5zXsJXHOWrEEiIgXg5HSmpJjgZ+vWmj5SCAODxn0pA3OO+Oasz5ug+MmJv5GpGbKHBzuPX0qFsjuM44BqWHaV5I4ByDSauNbkm/Axj8c12PwN8RzeFvi74W8TW8mx7HX7ScMXwBsmUjJ9OPyrjFcMWUAAcfhWx4RvDaa7Y3DpuKXcbBQOuGHFZVVem0+x2YOo6OJhNdGn9zR0nxM1W61vWbvVJnJla8O5c4wCOBXGS4+1KnGMDABx6Vt65qT6pJd3DSsd1yX+frgtxWBPuSQBcE7iOelUm23c3rOMIRS2SQspLlSD6nPr/nip5wCqtu+YqOGPH41TLNyAe46irErZj3BSeeM+nH/wBeg54zvewiktMo355BB6ZzzTruYSytIW6vg5PT3qtGoN2oA6t+FDENJzjG7jFDSuSqsuWzLYMhRAqBvw4z61Zt3KSGGQh3kHJXt6AEcfrVMYNupCg47kdMAd/rU+l4NxulXlMZYL2yAT9OamWiuddNtzR0VvoVzrNi9zbxl5UQpImMEYycnn2x+VYALWrPIm5XLYQEjOfrXUeDrtdO8QwwXG4QTkLLtb7ue/I+n61D498PRWepGe1hBWT5mXcMo4+8B0BXqRx09MGudVFz8p7tbBurg1XhunZr8rGDErNEqOeXdi2O9dx8MLe4/tW2lS2D4mGfnBA5BxnP6fXPauQksmKRqjZCfKVByR79PWuy8A3OlWoSS4vdhTJi7sWzzgEdOfbOAM9aiu/d0OvI4KOMi5vQ/Rr9gO3htfC99qTXDEz3bRqXYDIUZIXtwWPA55DdDmvo23uGeJSkvK8ELkkDA6//AKq/Mv4TftFeOvgE8PiDwjew3FldYS70u6BMMzfwkkHKt1wwweD1C4P6MeE/Ecer6PbatEwP2m1jn3YySHVTgHIwen5mvuOF8XQlgFSjo47/ADP558cMjzKlxbPH1tYVrOLXRJJW09Dp45fMwIx0xgqOTj+vX9K8w8d/tsfAD4V/GXTfgX4x8YSWut30a7pPKzbWbOP3YnlJwhfgjsNwLFQQa7+LUFQbsGRmP3AFyBnGeen+OK/Fj4x+M/iR4s+JPifxZ4iNzqN7eao8d5q8sbO4CMAsYfG1SFjQYAztUDO3OfTzbHSwkIezV23+HU+G4L4ewueYiqq82owitv5nt/wT9z7KSKZxLE2AE3AjsPT8gT+fetqxtlukwCGAGFIXG5Wye1fG/wDwSS+Lltf/ALJgl8f+NkWWx8S3VrHLqmpgMsYSFwu6Q/dG44HYHivpO4/ai/Zt8MsJNb+OvhGB+ARL4gtjjBJPyiTPt69eRXHLGU50lLa67lzyTE4bGzw6i5WdrpPWx6hpmnyPhEUELj5uB79MZHt9KZ4+8Ovrnw28RaPCoU3WhXVucHOQ0LL6c8nPv07V5BL/AMFJP2IfDtyRqX7QGlkLwxtbW5nB+jRRsD/LmuI+In/Bbj9jDwZe/wDCP6JJ4l8Sq9kXM+m6WscQdiR5R8942HQZOwj5uvWvExWKTWjPsMmyHHzqxkqbVn1Vtrdz0X4DfsEfso+KvhX4a8aaj8Lftdxq2hWN9NcTaldje00EcjHCygcknoAADnHas3UfgN8JtH+JR+Dx+H1hP4ZsPi1pN6mhXcPn25+1aDcwKWEhOR5y7hnuRjGK+cvg3/wXm8HfCT4P+FPhsP2erzVrjw74bsdNlvG8Si3WYw26RFgBbPgHbkA81y3jX/gtvb+IPHuoePNF/Z6htJby80C6jik8TNKsb6bPNKc4tk3CVZfLJyCoXI3ZxXzNec2/cX4H6bgcqzDml7RtrZXd+q21P1J0L9lH9nfR0H9kfAXwZaMer23hW0Urz67AT1FfKH/BQyw03S/+CTfivw9LaLL/AGXq9/YW8QUfu/I1e4iUryMYRDxjgLjsa+ctX/4OJ/2kZ8ppXw98CWSEHYZ7C6mZRnpn7SuTx1x+FfNX7SX/AAUv+OXx1+FWo/C3Wb7TbfSdW1i61K9trPT0Aae4klklAZtzKheZjtB4yOuBXnwp4ieIi2tEz2qeX1MPhZe0a6Na3Z8oyPsYsuDyM4/rTDuQ7ifQ04KN7ZbPrUcjkDYw5z1r6JHkN3GnkYB/WlIUtxx6UjBscdfrSYcJkrk7vWmR9oe+dwJbnHegKxXhse2etIeeS3PpQCyng9etBRMrpGSXXcCOmevrV7Srv7Hew3wjBMUgcKWOCQc9un4dKzYyrD5sYz2zU8TYcMAD65PSokk0a0pKMrs0YZgXmjL5WfcMk9TnOfxx+tVruKJyro2McMD681HdM5k2LJnauDximzTiSMRgnGQQSenrQr9DaVROnYi3BkODkFjkj6elW0wbQFMFjkYPsBzVNcKpyxO08A1OjiS33ocEAnJ6dR/hTa6mdF3kMlRo5FZnUE5yAcgcVHG6lyMc9iQff/61PdpAvzc46fNjr2qLaqESBQR0PGDTWxMpXldFyA7W2Z69Bjt/k/pUtt5tjd78cr8wz6ehqOMMyxzhOe5z07flT5H8wrPGTnOCuMZ56ZzWb2sd1N2szpZJATHd2q5DRhlAOdvr/In8a6C/8zUtNtNYsZ41uVJimWU/JKNoYdfx6nPAIIPNcxo7LNp32eWTIDcdOB/h0/HFbOh3EDWM9nMQEUKw46dQTx7DH4V587rY+wwFSNSPI9pL8QstMS8uZIHha3lIHmRhApA9Vzgdhz3/AB5ltfCGsaPq63QjZ4QQd4UkcduBn8cVciuri0hVbWcFAcoJIw0ZJJxg8479MfyruvCHiu2l01bLXBhGYNmEYA9D8rZP6cfjXNVqyjFtI+myvJsHj6sYSnyS720NHwottBAtrM2+OeLdJEVGM55B6/MPpzx3zX2j8Df2htJ1zQ7LwtC0aSxwxQxtGDkhVAGV4IyR1XI+bkAY3fJlja+GXkxFeAKyA7XJbnduGGxjNbmnX+q2Zj1Xwo032qyJaERAI6sozuBxkLkkkDjknA61eWZpVwFbmjs90elxtwJguIsp9hOKc4p8rvs7dup9vXviRjcIu9iohVsBvvAnOBjpj2/Kvyw+IPjnVvDPxQ8dj4D/ABF1KDSPEM92NUjRVt0mtmkcmIjzG3gByqtkNgnAAJrpPit8cvi9NPLbXnj/AF+JnwQsepSwliyhhwgGR905HHy/hXjTaNDJIZljnfex3dTuPr245619jjs5pZhRgoRtY/lvIOAMTwxmNeVaopc9ly200b11MnUIrnTkSAXKtlQxCsMjOP1warreXHl7Hdip688n61upplrEzM1ptLAjErYwPxxUijRVGZpbdMZz+8yPp8oNeJ7Rn16w2ujMFbuUKCH7ck017maMiRJSCR1710QufCkSDdco/PPlQMw/8eC1keJL7SLtIv7NhZdpJZmUAc444J9KSlzO1jT2fs1fmKb6hdSt+8u3yD03GlSeZ+ftDHB6butV4rYSZXeGHUe/SraWvlng8HHFD5UVS9pUe45fNZgS5wGJPPPWpL0JHakBzuDfNk8CnKhAwc4J+UniqupTFo/JjPA6kdz60lqzpmuSk29yiJBh8OQD0XPWoXJK7ifrTjtB5fHFN5ZsYB9K3PIbHlHA3AHg4IpvJGSc+/tTt3PynoKafkTHqOKBPcOcEnj1NO2HYGHPrims2ARjIGOp604u24FcgegoHHYVyV2kDvmpI3y2BxnBFJjdEEDYOeDRErKSCwyD1P40nsaR3HXMgnuHboD0VfXpT7dmKmCTnHIJ/lQ0aEHCggHGSaR1YHO4EnhcDr1/xpN3RVN2dyO4iZG2bsZOckdhxU8AU2jBCTkEZzxnOaZO0boAWJwvf9aZbsVj243EHnJ/A4/OnuirclT1HSIUDOrAggHPPUikmQyIq7cZPp704zL5YKrnAGRTYpx5YRFx+XH40J3IbWxLp8xZGhcjkHbx7c1LEsgykMoyeSM4xVJYzFKJlPfIPbPpV6ynEq4fO7pknI/zzSaOmhNNKLNDw9ckuEkByBjOTzk4/nWtDcTC4Z23ZOPnI/THr/jWGg/0oTLkbhgE4xnPbirl/cIIhcDI3dh68A/rXJOClK57uExHs6bv0Oh0DxHaANC8sluwOG+USIOOpBwRz3BHStmw1fzJjHZpaSS4HKQkEepPzHNcHFMqsLrgbieegJHUfXmrMdyLV9kcrmM/OQPvL7jgYx3H0rGpRUke7gs4q0bJnrXhHxLeR4F4UlZkKl06jt19e/v04616Joty0dsb0aqIirA280i4Ru4DY5UgL1XB/HBrxnwnf6aQN+rwSJLHtwxIbd6ENx+v0r0TSX1mK0+z2d3GQWHyE/6xScYB7fiCB615tSjJSP0vKMydWjebvbzuJ8VHHjLSvs2oSQaNrluCYLoMGiuI9x3BiFymTyGAxkkkAElfnzxZaeIdD1GTT9UuJVkQD5WkJUjsQc4OfbIP5V6H4m1zxJbas7R6QkO2Q7gpdWQEnOQW29cngc54xXE+L9L1DU3j1j+1t8RTYygszQFf+WZAycDsfTFelg17OPK3ofmnFlWljqsqkItTXXa6XVo5WSeSX94H9Op/WlUljtbhR0FPW004KUlvHOAc+XH+XUikhfTQd7wSvkngOAP1Fd5+fJS6sY0iAhBjJx8317UjkmMmU54BJAxUy3cUWPK06Lju5Y/1FMnvnlVo1SJVbjasSjn64zTTsJqO1ysGaIfK5yDnGKngvboHBbP1HeqyZDDefx/pV/QtE1TxDqkGj6Lptxd3Vw4SC3toi7yMewA5J9hVSStdhTdSU1GG76IVLx7llicAAdFFdJ4e+FPiPxLos3iVIorXTLcHzL26JVcj+6Bkt1Ge3qRXtPwr/YP8S2aaf4g+LaSWkdzcb20qEgyJCnL+awyFYnYgQHd8+Tt27TW/ad8Vra38Hwu8MWMNpbQrmSzsVwiKG+VT/M55wBnOa4PrMXW5I/M/RKHB+KwmTTzHM04LaEesm9r9ktz5x1C1htbo20cpcDPzHAzz7Z/yKrpkDOVGDxV3VEWa+ka3Yuq9W29e5NUSAhyw56Y9DXendH5vViozaQoBUYyT9aazE8e9OOEySOSOKYSCc4P4GmZjyoZhh/ypwbDB8Zx6UyMDJY/TFOLDPJ5xz7UAOjYuCHGPpUkZKoCzZIPQ1HEjOxAOSBW5pq2iN5Ot2Z2jGGClcDvgj6VMtjqoUpVH2P/Z",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'8021: stage'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'885: racket, racquet'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'6040: streetcar, tram, tramcar, trolley, trolley car'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'8211: motor scooter, scooter'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'1000: steel drum'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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7qNXwwwWQqAF2k5FfP3wg/a7+PPwJ+K1h8Uvhb43m0XWbO6RklsrJN8zI4YLcFkZplY53BslwfmYnNAH9heuabt1EsvO0dRUcGUbDEgmvAP2Cv2+l/a++Huna94h05rSSWOOGLUYrFhBqE7WqTlURWcwkKWcIzN+7eEl9zFa+i7m3RQDxnvg0ARJIwGFzkn72a8v+OX7JfhP9oDxbpnirxT8XPijoaabYyWr6R4E+Kes+HrO+R3LBriPTriEyuucBic7cKcgAV6crgEAClMpBwT+lAHznpH/BIn/gnNpepS6tr37K/hzxbfTuXmv/AIhed4kndj1Jk1WS4Y/ie1ev/Dr4IfB34P6Kvhv4T/C3w94Y0+L5YbDQNGgs4VX0CQooAyBwB2rrJXL/ADEjPtUDzBW2lqAFSKKPJWBRnrhetI6R5yqj3+WjzQQTvFNL+goAXzdn3PyApGuWPynP41Gz54HY0hbIxtBPrQB+H3jH9uj9tX/gsLYeD/8AgnL4m8T+An1jWPGttdaXrd14WuLN5rmx07U9QD3U8F3JHtb7F5e2KyU5kD5Aj2ScH+0J/wAG/wD/AMFmvh2PL8IfCjwh49tRAHluPA3ju3VIeCSoTVFspSR0wqtnAx6V2X/BIP8AY2+LXwu/4KG/Dv8Aabi+Kvw6+I3w98OXd9e+JvEPwo8WDXRpjXGh6nZW6z2kaLdwu019CMPAu1ZCzYCkj9/NF17S9ftF1Hw9q1pe2xd0S4s7pJUJRtrAMhIJB4PoeDigD+fP/ghx4G+K37C//BQjRm/4KA/D/WfgzZz3l3d6fr/xRtG0XTNRuINLv7PybW8uilvcyk6omFidyQSQCATX9CMmv6drekprOhavbXtpPEJYbq0nWSN0PRgykgj3r8S/+DyvxZrOiXX7N0Gh6xdWNzAfFt2txZ3DRvG3/EmjDAjBBw7AEep9TX40+A/2t/2nPhP4jbxx8Nvj54l0fX3gWE+IbXU3XUVjUDCpeZ8+MAKANrjAyOhoA/tMsWuE0VS6bSZH3f8AfRqDzyvBb5ifwr5E/wCCD/xS+Lvxj/4JI/Cj4n/HHx7qviTxFq8Orvdavrmq3F7d3McWsXsETST3EjySN5cSLksflVQMYr6re7O7cSOOmSaANITkj5mHFTLOx5BBrFF7vOQQADgirEV3xgkHAoA14p2TkZ5qxDcKyjA57isRLxNo+fOBzyKsxXqhcqRgjigDcW86KM/SpYpg5+UfnWRbzuw+Qc+9XLXzcjcv5UAals5Jxgdea/nP/wCDu7/gn3rHgz9pXR/27dL8Yabc2/xCMWj3Phwyhb2KSzsokWdIwv7yP5cSOW+QyQgAhzt/Rz9tj/g5Y/Yb/Yg/amuP2VfEPhPxX4o1DRkaLxTrvhyK3ax0u9MYaO0LyShpXDFVmKKRDux87pKifEP7TfiDx/8A8FIPipD8X/ixq0V1pzxo2iWED5t7OyJLpDDjK4Ibd5n3mIyw5IoA/Oj/AIJvf8E8vG37Q/iRPGfjSzm03wppswFzJclojdvjOxOMkDjJHZq/Q/xR+0l4H/ZE+KHgPRNH0GGz8OWtyLaeOyiVSC8bRpk9DuZtuTwC+TxnPT6Po6+CNCtvCXh/Tvslpbxt8kTEbj74BJJBGc9O1eJftVfBbw78YtLtfD+s3Itru8u1SBiSQRyTjOc8UAeoftGfBDxdqv8AwUA8AePY7XQdW8GanqFxe63r1po+owPpljABIrkNdSQm4mEyC0mKiMNGHRAY2jSz+31+yDY/tknSvAXhXWtLDaReOV1HX4N032MbiI4pQjFW3lSQuzIHORgDZ+Ei/Ei+8CaX8OvEHjT+07bQISNOWWzSExqMEKzAfMFIAAAwB2znPS/ELw9qXh6BvEOnyOn2S3V4vKmw7NzuUgDpjBBz1HOKAPnn4R/8ECvCXg9Jda+LHij+2XbBt7PTpGWNMEHJJALfkBxX1h+yz+zp8Pv2fLV7P4deDYVvfNKyzrE0rZwSBjnYMA45Gemcmo/2c/jdcePNNhjvtQupI71wuLlDG8ZxjBVgGU5BOT1BBGQRXxV/wVB+IHxS/Z3/AGnIPDX/AAmeqXXhfxFpfnQ+ZYNeRwv8+Y5VBJaP5RkqC6BlPlvlSQD9Cf2kdBi+KHw2u/DWqeFbu886BmZYEJYYQ7tnBJ7nHYc8V4NpH/Bsr8LPiXoJ+IXh3x94i8KXGu6dZTx281jDetHIkm8yo8sgkRnyn7xvlEaMcSM6Mni//BB/4/8A7XHjv9tmw+Dvgrwj4g1r4W6o0l34guddLvH4faJTulhdyQEIIh+zg/dlUgDaAf301m+jEflxqFAAwFAAHrgDpz/+ugDyr9lz4S3X7PnwltPh/r+t2mq6hBPLLJe2ulRWiort8kQSPjCoFG4kknJJxgDvZLxpiNp4rHkui9y8mf46sRygnJOMdaALxmwcEc+tKsgI5NV0kGzgZ96US7egoAmZ+OajIjyW7+tNMqnjdmmGYgkYoAkyBwwP1phZm69O1NMxwRimNKy+9ADy4Jwo/OmPKFOCRkUwsT1NMckMVzQB/NBB+2N+2P8ADnxDoHgTwR8TvEZ8OWXju9l0rUDKbye2itLofZl+2nddRgrBbq0fnKWRQAPny/7n/s//ABw0jx9/wTt8efEf47eJru8ksW1+417xj8ONVudE1q+0vTb64jh1KG4hkWX7WdPtI3XEricxCPe0UhA+BvHvjH9hTx58Y4PHn7b/AMO1+FGsaj4ig1Ce/wBYsz4i8Aa7dvp0FvKI7uCH7XpF46wl1M6vtdJJmknLcWP+Cl/7ZH/BHH4Mf8E1vFf7Nv7P/jfw98Svibd+JC+h6kIIdTW4u7m+iu7zUZLm1tYrGSNUaZVQRqNxUGMsHagDD8Af8E4fi1/wVZ/bk8d/sc/t6/toeM/G3g/4L+BI9X+EfxA8NPp27UrLWpLeW0vJXktpHuEmggR3QvuEsLhZcbmfI+N//BnR488P6ZdX3wH/AG9tG1e+zmz0vxf4Jm06LBPAkure4uT9SsH0U16z+wL+3N+zP/wTq/as+JXjP9rfU7f4b6B8WfhH8ONW+F+m2AF3p9lplvpl1FdW9tBbtJLbxLfNcKkPlhm2NIR86s/2xoP/AAVu/wCCd3xe0yTX/CP7Vnh2zsF/5fvFaXGgwsMZwr6nFbhuPQn+VAHf/wDBN/8AZs8WfsU/sC/DT9lnxrrml6nqvhDRZ4r/AFHRJJGtJ5Zrue5JiMqRyFf3wHzIp46c8esy3Y34Lj/gRqvbatb3PhjT7q0v4bmGWwhkhnt5VkjlRkBDqykhgecEcHtxVL7YJXyGzyMD6UAai3gJH70Hj5SDVmzuC/yk5JP8PSua8R+LvB3w/wDDF742+IXi3TNA0TTYPP1DVtZvorS2to9wG6SaVgiDLDliBkgZyQD8Ifti/wDByF+yB+z1aP4b/Z+s7j4i+IJ0K210I5INOgfD7WIYLPONyBTtVIyHyJuMUAfpDbRSPP5YIDYzg9cUniLxR4R8BaZ/bfjvxZpmi2QbBu9W1CO3izx/HIQB1H5iv5tvjt/wcF/8FD/jde3A0/4hav4NspXL2Fr4cvl0qS3Rh9w+RGZpFGeC02cd6+XdX+OvjDxrqM+q+KPCXhfV7+6cveXmqQ6hPNcSEktI7S3jZb5jyAByeKAP6D/2yv8Ag4I/Zk/Z00jxN4f+AXgrV/iz4w0UbLOw0wCy0ud1YiVzeSgmSJAC4eGORJcoEcqxkX8sv2i/+Dnb/gpd+0D8Lbjwv4Y/4RD4d6ZdP5eoan4D0e8t9Vtd29Qpuri7uNiEbWE8KwSK2MMAOflb4c/EabwtqcVzpnhPRtMAkzNHpOt38SyH3SeeWPP/AAHHcg10l/4J8J+Mdcu77QrZPDWoX8ck1xYSXcdzp14khwyjyo0kiDjJ2sjoXYIrAZAAPnPWLK4utTk1LWZGnnuZWkuJ3beWcnJJJ5yTz+tffn/BKb9qZLXw5c/s4eM71WnsYHvPCNxPMN0kIy01qMnLMmTIijOEMg+VYgK+Kvi18ONX+GqwxX1oYrIyeTEwmEioygkR+ZnJO35gDhwvD8qSzvhN441fwJ4p0vx74SuSl/o15Hc2j7xjcjZ2tjqrcqw6FWI7mgD9lrTWoJZGeaMuCmFGOOccAV4X+2f4ug8Mwafr2noFurK6WWNA23A4yATyP0Ner/DfxNY/E3wRp3xA8Lqy6dq+nx3NsZHVmQOufLfaNu9OVYdmVhgEV8yft46xBp9nDqEl46+VMPOXIwmDyMfQj6cdaAPSfgN+01pHiPU47K11FbVbrPkwL94ttDP+PU9a+jLrxha6zoH2aQLLxtRM84OSRnPrk/iK/Kf4WfGvSfB3j2zvZLhDZSyKJs4JAJ7ZP9R/Svt+X4oaR430/S734Z67G90YVL2a8ySY5AxuHfjk+tAH0T8MvA9zAYtZiniighIY+WUCjnOMZ9/zrgvjn+1X8ANT/aTtfgfrF74d8Oa/ZW9s0uo+MLuHTk1KSVfkit5bgKj4HJZnVcuEByvPmHin4/fHi8v9B+FfwQ8U+DIfFuoa1aWK6b4ileM3Ynk8polmQnY6/KTlWyFIAJxn7Y+DX/BGz4bfHnwrceKv+CoHwJ8Oaz4k2xw6ZpuheNL2RbVQAXmlltktSJWkB2oryoqKGzukYKAfQ3/BNvw7o/gv9nq9g0w2KzXfia5nu4tPWMRo3lwrtBjJVxkFgykjDjBNez6tqDspB6ZriPgJ8Afgn+yx8PU+FfwG8FjQ9DS5e4Fs2o3N3I8rBQzNNdSSSNwigAthRwABmulvr1TE79lBJFAGdbSrJIWB/jJzVxHAGVPSsW3uduAeMmr9vdGRQCOCeOKAL6TsB1OPanCUt/8AXrkvHPxg8FfDjVtM0TxJFrclxqxlFoNJ8L3+oIvl7N3myWsMiW4PmLtMrIHw23O1seP/ALYf/BUP9nH9hfwVp3xC+O/h/wAXQ6TrF61ppdxp2hCRp5whcx7GkRoztBIMgQHBAJNAH0dvPoKaGy/HWvz2+DH/AAcrfsN/Hv4weHPgV8N/gX8a7/xF4r1i30vRYx4f0aKCS4mkCIGkk1Zdi5PLEYAr7W1Xxj8aLmzWfwP8KNGaaRNy2ni3xbJYOpPQE2dler7ZBNAHaMCTyOtBUry3FfjXP/wd1WbSebpH7ARuLYj5Xm+KnlFx2Yf8SsnBHrg/Svr7/gmh/wAFNfjJ/wAFRfhf4s+J/hH4P6L8NrLw3rkelWrahqMuvfbpjCJZG2qll5YQPEMbm3Fj93HIB9qF1I+Tr+NRu5B4Un14xXxb/wAFFv2pP2+f2Bf2UPFH7UGn+Pvg/wCKTo13YQ2Wgaj8K9VtTKbi8hgbM8evtgqkjv8A6s52Y75H5g+Kv+Dnr/gpB4nsfs+neGvhboUhXBn0bwrds2c+l1ezD26UAfsPrdn8DvGXhfVfB3jz4A+A9X0nXLRrbV7G98K2hW7jYcByEDMQ2HUk5VlUjBAr5c+If/BEH/gkP8S9Oa0039nTWPBl1I+6TVvCPje/Fx1z8iX0l1Ao69IuhPc5r2tfEsUrCUyru7DirH/CTWo+9dKMf7dAHyx+2X/wQQ+DX7XOu+Gdd8N/tn+LPDK+EfBlj4b0i08T+FLTWWa1tWkMSma1ksRGB5r5xEx5zySa+Fvjb/wblft6/DOzXUPhf4t+HPxAMkkhit9C8Uf2fcwooyrzf2qlrCCQfuRzSHOQM8Z/Y+TxdbKpxeLwO7jNeFftcftDWPw78DX17JrKqVgY439wOtAH6SaBbQ6F4E0Xw/ZkGKx02G3jZJAwKpGijBHB4549c9xWN8Q/iX4K+D/w91z4tfErxFBpPh7w3pE+p6zqN0Ttt7aBDJI2ACzHCkKqhmZiFVWYgHwb/glLYeO7T9hLwl4s+JGpXMt54qkudds7e6lLNa2VzMzWyYbGwGMLJjP/AC1PQ8H8tP8Ag4i/4KhX3xm+Jz/sP/BLxEf+ET8JaoP+E0nt58xa1q0Tf8e7YYiS3tnAXbgAziQkExxPQB4p/wAFU/8AgqZ8Rv8AgoD8b7jXLvW9S8N/C7Q52i8D+E1uP9IlVRt+3zKpKi5dt5EgJ8pX8lHmUM7/ACAPFus67fnS/ClrFpsMkhMskJPnTZPJklb5iTkZGQpPJGea5afVru/jWfVLl5ZnUNI8vBJIHNdH4H8nRdJk1WZnEpbZF82AWGfm/AY/E47GgDfi0O00GBYLiXfcEjeHYkjjuefyxV7THhUmQSMu1vmUORkYPBOPrWFZTXU9w0gwwPUuck/4VoQ3Qgw8xIXHGwnPTp05xz69KANxNN0bxaGggvGtL1BtieN+CcHAbJ6e+aqaT4p162dPAfizUjbXdvMw0bVHcjyGcAmNz3ifkYPyg9flL5q6jZGWzGpaZch5AwaMIoLepyMdRjtwc1011pWkfF34YXVxp9mza3paieZYk/fYQDJK9Wj2kszckFRnhiaANqHxTF8XPCmp/Crx9IlpqNrGIRJc5/cMrjy33ddgf+8TsLEA7HZK8e8Palpng2/utD8Z3H2Ke0meG4hLFnjdThhtGSSGyDxxg81u+Gdcu/EAj1W5glk1rw7CRfoDue/0wJslBAGd8MZPJP8AqhnI8sBqX7R3hm3lg0f4jRtG806/YtYeCAIrzRPNArgZP3ltWdm6s2W7nAB+hf8AwSQ+O2lfEf4WeI/g54f163u7jw5di8021fcJjb3O/eqIwDFUmDMTjj7QB6V7N+wXbfsEftV/t9R/s9fHS7/4TOKXTLmWy+yagy6LPqkRZjaNInNzhFY5DpGXCIPND5H40+APil8Rvg/HrVj4C8QXOnQeItMOna9FbXDRC+s2IZrd2Ug7GwNygjcu5TlWIP0t+zd8efB/wj+JXgv4v+Dprvwxrcs/9u6NqUgjjt4byGZk2EhGZEeSBk3Z8o4jcxx5OwA/oB/ag/4Ig/8ABLb9pjSZbe+/ZtsPAt/LbLBb6x8MCuiS2iZ5dLeFPsbyYJ+eW3c/Tt8La3/wbf8A7WnwE+KMHi79jv8AbA8I69pZuJZHsviJbXmlzWqbv3cYaziukuG29X2wdOFHSv1f8B/Eez+Kfw20D4mWEccUWv6NbagII7kSiBpY1dot4+8UYshPqhzg1Ylv5AxCnj1oA8R/YO/Yk0T9nHwRF4v+PHgvwBrfxVmv5Lq68UaHoSS/2eNvlpDa3c8STlcLvZ9kRZnwVOwO30Lc6uXOVGB2A6CsM3TN1fP1Y0puiygbelAGjLeE5PNV7y7K2UzEkfuzz+FU2u9noDUepTlrFxuHIA/MigCKymx1I61qWBLyD5sDvWBBMMgEj861tNuQcAken6UAfJf/AAUj/wCCuf7J/wDwTl+L/h74dfHDwx431jVNf0I6nFB4P0i0n+zW/myQo0huru3X53jkACFyPLbcFBXd8dftU/ELRf8Ag5P0rw78B/2AbK98KXfwzku9b8WX3xlhXTLWVLoQwW6W7aY+os8gMc5IdUAXkFjkD0b/AILXf8Ee/wBo7/gpB+1R4b+LPwf+IHgbR9K0XwJBol1H4mv72O4Nyt9e3BdVgtZVMey4jUEsDuDDAAyfnz4VeL9d/wCDZj4s6j4Z+IXg3Tfi9q/xV8JaferLo2vSaRHoyWt1eRlP3lrObjzGdsHEeBF0O7gA5jTv+CSX7Tn/AARM8deFP+Ckn7Q3ij4YeMPD3w88TWso8L+FPEuo/bNUuZt8UUcbXOmxou0sZCW/hiOATXvtz/wdn+HYoZGX9gq+SQKfLb/hZSEA9iT/AGfn9KxvFn7b+t/8HGt7ov8AwT90L4ax/CO3stTbxbqXiuXVf7eKxWdrPAsH2YR2md8l5H83mDBUcHPHH/tF/wDBtAn7OP7Pnjr9oC//AG6INai8GeDtT1waKPhabcXzWtrJOsPnHVX2BygXcUbbuzg9KAOq8O/8Gg2vvolm3iP/AIKARafd/ZY/tdkvwpM/kybQHQyHVU3bTkZ2jOOg6VwWr/twfE7/AIN4fFPjL/gnL8F9P8JfEtrLxJH4gvfGGv6VcWbtLfaVpzi3+zQ3TBQiqDuMp3FzwOKd4k/4Or/27J9Wm1DRPgb8JIoJJmaOO70nVJWA3HuuoJn8q734Bf8ABKKw/wCC33haX/gp5+1D8YdQ8Ia98S9Rla68N+B9HjjsbeKwb+y4/Ja7eeTlLFSdxb5icYHFAHMfAH/go/8AGz/gvB8bfDv/AATW/ac8FeFfCngDxTNe6jrusfDy1urbWFbT9NvLyFIpb2e6gVWlhjVt0DEg4BU4I+k5f+DWH/gnWkgng+MvxvZmHzpdeJtGYH/vjSFr5y/bW/Y7+HX/AAb+6n8P/wBq39jb4g+Kdd8bavfajpTR+OZbG4sobc2uyZ444bWJhJ+9jX5nYbWPGSGHhmv/APBxT/wUw1eaOLQ/irp2lmSRVBh8L6ZKACRz+8tT60AeweJ/+CkFrp7t9hvmLLwFU5x78fWvOPEf/BU7XtN3SK0kuSVULGcA57mvjn4Z/Bv9tr48afqPinwR4cu5dLsrZ5b3ULuG2gtYVUZJ3zhS5A/hUBhweR193+EP/BNjS9R1lNV+Pvxxu7rwxeLHeWGkaJeSm6mjkjEsYneaNY4WAZA6RxuGBba6YViAdDr/APwVw+KkFnv0vwreusxKwSFGVXPsT1rsv2Vf2af20v8Agpt8WNFu/jh4I1/wf8IlkjvfEHiHUrWWyGpWWSxt7EyDM8koBj8yMMsQbc2PlVvpL9nTxZ+yt+yxexP8Cfgt4d8KSxwyRx6nZ2SS6i0UhDskl5LvuZFBC8O7AYOBk4r0mw/bF1DXr17aC7+WQlRLHIHSQZ5O4fdHJPbOaAPSf+Cq3/BQOx/YP/Ys1fxZ8OnttP8AEN3bx+H/AAFZ2rBPstzJEyrNGmGG23gjklUFdu6JEPD1/NNfeILy91CTU7+7eaWWRnnlkYszMc5JJ5J5PPc19p/8Fx/2wH+OXxl0X4KaVNI9j8P4Z1vmP/LTULpYHlT3EaRxLnjDmUY7n4QkmQjqPcUAbFhMmtPDbQ/6wkhy/AQDkn/vkZ+vFdbpml3monbHAEtbcAK7vhFAGSzHGCScmuN8F6za6deTpeQK3mwgKW7YOTj9Pyrph4na9YQW8aQQAnjYdo+vb/JoA0p9e0/T/wDQ4HDjfhniwVb3q1qOnteaMNX0a6M2PmeInLxjOMcdvfvWLdx2F3CJLZ4Ibj+L96Cr+/sat+H/ABDquksDYSW8ciKVkikYFZlx04J9+tAF7wn4mhlJ0jUXK8EDDcAnvj0rd8LeJ734YeONP8XaZdGAJcxmby/lbbnJyMg4OP0/A814p0G1uZF1/S7GSCB+J42cfunBIOPVc8jGc5q5ptzaXliltqEruIZMRXAj3GM8EZA7e+MjOaAO9+MurWFl+1Hd+JvC+hwW0Vjrk1nfWVrH5Y1C2jlaNmdFIBEsOQ2OGDE8ncxzviT4TPiXw/r3grQ991/wjDT3Mrxxklmjv77czY7qJZFJ7iPPQjGv8SETTvE/hD9oX7QJLOXSFbVGa0PkreabFFF9mXb95ZohaYkOAZbmQfwk19Vf8EgPgfYa34A8R/GP4qaUl9c+Mr54NMS6fCBbYjfI+D8wd3MbdCeWAwc0Afnfq2jpHouk6lfTxxJf2YdjLwAEleEn1H+rJ6dcjBIxXpF/4v0DVvhxaamNOvJpPBlqx0eZ4UDXFuWt4lt5Hj8skRvNG74ByZmwy+aGrb/a0/ZC8dfDf4veEv2f/DWm3sjjVrrRNIjuZFcSwyajPcWszOvy8wXIVznCNbzZOBx9Z/tB/EH/AIJC+Cf2MNQ/Z++EnwX8SWHxYvPhnp0c3iDxFoplnudQs5pVuCjx3ZS2WZjcznAEcgMZaLzI4doB+n3/AAQV/aEuf2hf+CZnhe9uY4FPhHWLzw4PIjVMLGsN3EhRAFXZDeQxYAAJiJxzX1fcSjzMbuM8V+TP/Bql+1R4Rm+HnxC/Ypu7C2tdXt9Xfxno91FKxOoW0kdrY3KHPygQtDaFSOX+0SHgR1+r98WRtpOOeaAJTMV6tim/aWP3SSaqef6YNMa4BHXH1oAvLcOzbefzqPUpwtmQ56uP61WjuEzjOT3qDVrvFuqLxliSPw/+vQBLBMc5UitKxnmXBAyevWsC2unwMkCtG0vdvPXg8Z9qAPzF/wCCqn/BdD4xfsNftj63+zz8JvhT4U1ZdK0vT7q71LX2uZG864t0m27IpIwqhGTjJPfPO1fK/g5+zj8af+Dky1vv2p/jb8ZfDPwym+HjReEdO03wp4DuLyK/RTJftNI1xqYZXBvAnHBUKcAg5+rP2s/+CHH7IX7bn7SviX9pH4tfEf4mWGueIJLZLu08P63p8NpGLa2htU8tJrCV1ykCscu3zMxHBxXxZ8a/2wPGn/BAT43eKf2H/wBitIte8LXj2fiK/wBR+IPl3eoi+ubOCNkElqlvEIhFBDhTGWyWJY5wADpfi5+zT8Qf+DcfXNF/ak+Cvxs8OfEbxB43sL7w2NJ8XeBri2t7e28y0uZp1+z6mHMm6OJAM4Adu+MczD/wXZ/bW/b61Kw/YY8afDn4UaRpXxh1e08Iatq2ieHtVF5ZwajcR2kssPm6m8ZdVlJG5SOO9bf7IHjzxL/wcVfF29+Gv7c/ijWdG0D4Y+HbnU9Df4bPZWE0l1d3FrEwme5tbkMvl2xIUAEMOuCRXo37ZP8AwR8/ZM/4Jdfs86x/wUI/Z1+K/wAULnxz8LNY0PWPC9r4w1rSbzT5bv8Atmyj/fQw6ZC8gCSOwVZF5Vc5GQQDs/Cv/BrR+y5BKreNP2mPiLegYLDTYdPtsnHI/eW83fjOOfTnj518R/8ABZz48f8ABL3xP4g/4J5fADwR4V1PwV8JPGOvaB4e1TxFbyy6lcxR6rdOZbh4XjjeVmclisaL6KOa8mv/APg5i/4KX3ELRp4h8HwSFWAdPCkRKdfU4yPwr7G+BH/BBv8AZF/bg+DXhf8AbM/aE+Mnxbh8cfFjRLfxh4rTQ9c0i3s/t+pILyYwxPpcjRpumOFLtj19ADhv2VPFut/8HGXj+++Hf7aviHVfDfh74W6Fc6jpMfw2ltbOaW9vLizTEj3Vrcgx+XbtgYBBGQQCQ3p3x1/4Nq/+Cf8A8Lvgn41+LPh/4v8AxoluvCvg7U9btIdR8SaM8TyWdnLcqr7NJRthMQBCsDjOCDXzb+2bqj/8G9/7QNr8OP8Agn18RPEs8vxA8G22p+KLvx+NN1KQCO7u4oFg8qyhWNdyzbshi2F5AXB4v4df8Fsv+CgX7W/xL8O/sofET4t2sXhv4qa9aeD/ABH/AGZ4Z06K4GnapOthciGQwHy5PJnk2uQdrEHBxggGz4w+Mqt4P1PwRoBtrGzm0yexitbdljiAkieMIFHGSX9OMk4B5rjdO+JPii58PadDf6o00scEMe8nA3BeowueBkDnA+bAJJY8F8Tb7V/D3ww1TxXbaY9/NZzWrQWURO6dmuoo9owGI4fPTkDHeu0vtKgtbuGDylhCO2EjfdgjPyjH8yMc0ATah481KzuYpBcSGaOQFJQN3Q5ABPTnJ47kV678ItfXVtXCzam0fmsiINoxljhTkcdh0z9RxXzJ8QtXFuPLiLDjChDk5x7AevavV/2c/HkGkaGPGHifVUtdP02zkuLq7uZCqQeUuWkfbk7VVSTweB64FAH5yfFvxlqfxB+K/irxtq8hkutZ8Q3l/M7H+OSZ3YfT5hgdgKwJCrESpzjg+1S+KJLCTxDe32lNI9pJfSvbNIAGMZc7SwB4OMZ981UZ9hyMYI60AEFzJb3KTrjKODXd+Ffhh8SvHuLjwN4B13Wot21n03TZp0B9GMakD9K8/cqV3qetfqV+wb4+TxX+xT4WtI9WiW/043VhcmJMeU6XMhiRto6+U0R98570AfJngz/gnj+2l42tornw/wDs46uySfda58m3JPYbZ3QitbX/APgmh+3h4Ut/7S1D9lbxDNEBnfp9lFeMBjoFgZ2/SvubQvjR8UPBGqxme6mntSCqyDkMcde+Me+T+dfQfwU/ab13xDNb2Ets6sRmLzyf3mOg6cdP1oA/FHxr8I/i18Hp0g+J/wALfE3hW5uoyIV8QaNcWEkiDJ+RJ0U468gVD4S1DW9JmW7trCKfepQxOhjZif4/l4Y/UEdcg1/SF4O+I3hPxZp40rxDYWF1HOoLW10qtk4PY54wO49/XHFeL/8AglN/wT5+PQDxfBqHwjqEiFI9T8EzLZbctuL/AGfY9q7kk/PJC5565AoA/FT4h3Xhe8/Zf1WDUtSl0e6/tayuItNmTynvJc+WgJRRHMhiNxIzJtBe1QEMUJHcfsV/EH4l/DOK38OaX4nZ9OupBcLZPfDERkAL7cE9IySeOpUYHJrkP+Cu3w6l+Af7Yd9+yxFqaXdj4AsLWOC7W1aCO8e8gjvRceWXfaxhuII25wGgbHFcf+zL481Twpqw1LVNStoLG2hHzy8HbyCV4yTztAHJznnYQAD6z/aY+Ji+JJrGZ9UvLLWbeOKPSNVtiBPay3ai3lVWIym6GeXO0qThuTjB+Uv2xZtPtPFmr6hpDwrH5cWmWQef513/AOkPgA5cBWkQkHALgZBrvdG8Tat8Sbttb12IxprHia2ubUztlrW0stw3An+Fjdygt03RY42112k/sR+H/wBo46d8Rfi9421PTIb+9ubsado0cMbEzOAz+bIGAB8tCBsIxg/xHAB23/Btvqvh+y/4KPabbw3iW7z+AdVtbdJpFX7U6pHMUQY5O1JZSM4AjY5G0Bv3w1C5Yt97nvX5O/sPfsxfswfsW/EHSPiz8KfDF3e+JtJMqx6/4h1AzzSJIux4wFVYYsxtJGXjRW2SOCWBr9T7XxHpXifRbPxLot0JrS/tkuIJO5R1DDI7HB5HY5FAFhrhjyX6UxrkkFdxqjcX6DK/lUJu1BwSPzoA01uCD9+q2pXY3IoboM4J56//AFqrrfhQATjFV7+7BnwzD7ozg0AXYLhcgEdDV62unCHY2Djg56Vz8VyqnIIqaPUFXgvjJ6g0AfiX/wAFCv8AgtB/wUB+Bn7cXxP+GfwR+P0OkeGvDni6607StNXwrpc4hEDeW675rV5GO9HJLMTkn2FfSn/BOf8A4Ju/C3/gr78AE/bg/bh0/UvGHxE8Ya3dJd63b61/ZULWlmEsrdBBa+VECqW5BKrk8E5JyfsXxZ+wF+wb8QfFOo+OPHH7JPw+1XWNYvHu9U1O98L2zz3U7tueV3KZZ2b5ix5JJJ5OadJ8DfgN8NdBt/hX8PvhjpFh4ds42ez0JLUPaWpkcySLDE+VhVnzIVQKpdncjc7EgHnfg/8A4IL/ABH/AGZPHl74j/4JzfthWvwQg1nTlt/EwufCUfi19UZJGaHjUWQW+0O+dhO7cck4ArrNd/4JHftQ/HXRV+Gf7dP/AAU8b4peArmeKfxH4Eg+F+m6Amq+VIssatdWMiXKKsqI+EdclACSCQX6f8B/glbao+s2nwi8MJdM+43I8P22/d65KVvX+matd2p06x8Z+JtMh4ATQvFF7p4wOn/HtKlAHB61/wAG0f8AwS71WLZpnwvs7Fgceda+JtbZsf7r6iyjj0r0LwT/AME0v2ifhZ4M0X4a/DL/AIKc+KLDQvDWiWulaHp118P/AA9cpDb28KQwIzfY0ldURFXmTeRnL7iWOTpXgO70m/OoW3xU+I0krEbhefE/W7hf++Zbtl/SujbXvija23kaP8WNetWC4WV5Yrh/rm4jkz+OaAPJP2x/+DfjQP259R03x38e/wBrC4u/GGmaQNMg8QaX4bS1jFqk080cC2wuCgjElxIxJzI2cb1AGPOdN/4Nc/gZ8I/FGifFD9nn9oHxvp3jHwzrljq/h3VfEk+n6lYRXdrdRXCtPZR20DzKfLK7VuEwxDfMFKN9F3R/aP8AtSXg/a78Zwop+a3h0Tw8VYe5fTGb8jXSaH8RvjjoUHln4rT6u2OJNc0i1b9LRLegD8FPi/4k+LN3osTeA9H8D6fYXN/axS2BsdQV0lkvYhFh3uZyy7im45QhAwwSa63UdX1y4gtpPFWn6ZbakIibxdKu2ngD7QCyNIisQWBYAj5VYLlipY3rKSxisIobm3MnluHXemdrDDA4PQ9xjvg+lcx4tu0kuXeJ/kZTggg4bJJXjp0OPpQBwXxMvo5LkREhs/eGeDxzkGuK+P8A8arjwr8BYfhPpV7JHe+IbvzL8xTbdlkmDsx2EkmB/uxOCCDWn491Szsrya+1Gfyre2jMk8jyZAAxxx1+gGT6Zr5x+IPiuXx14vudccyeSzeXao6gMkS8KMDgHHJGepPrQBRiQXdltK8r/gMVTYvAPJb7oPHtVq1WSKYxL/GuR9f8mnXMG7l8g46gUAUpCUHPQivqT/gmj8Zv+Ee8R6r8INRv9ltq6/bbGEsSHuI1xIgXOMtEA2ewgx3r5buIpIX2SZPpxWj4K8W6r4D8V2HjPQZtlzp10k8LEdSpyQfY/dPqCR3oA/YzwrLpeq6Y1heRruRw0YfIOf4c5xxk/jt9+Op8GNHb+VE0gVgwdWC5H0zn068/h2rxX4R+PNP8baJpnifR5P8AQ9RsIriHn5wCAQpAIxxkHryDXtHgHUoFliS2iWRWYiSIBRtB/iyO3txjFAHpeneOtR0u4he3BVwwKxRnLL79gf0r6g/Z68W6hqUEbyqd6lQV2beeD+H418eaxrltb3qyJGykjAB5OfX5mIIxjHT9ePqj9kPXNPubGAfaUZydso3k9DjIyTxz26Z98kA/Iz/g4Z8SeHbf/gqHrTWvhS31F4fCuiprCM7qWuDbbhkowI/cmH8hXz34F+M37O39j/2RrnwquNIkZMSz2kzSszcfMDIcjpjByME455r1n/guDceLtI/4Ky/FeOaZIxJcaNJbQ3VurRywf2LYCMrkYOVAB91bvXzyvxM0+802LS9W+GWjRXEcZRr223oztn7zAsw/AACgD2vSfFngbWtBVvC9yyKVewgkuIxmFGG6WTbnsrHcO5lB619X6Pqeif8ACPWmq+EJgNJFuqwQnJW3CgKgz/CMf/Xrpf8Agkb/AME2v2df2wP2VfFfjv40eFNWt01qVtF8H6nFfGF9PaOOGSfUrZU+WRmumeLEoK4tmQr1r5V8FeNvib+zT8afEv7IXxesfL1nQNUk0+58uQtG7xltskZYKZIpFKuj4AZHRu+KAPsj4deJTewuIYhlvuqDkpxwQDjqSK/Qr9knX7XXf2c9EtVvPMutNa4tL1P4on8+R1BH/XN1P0+lfmp8B5b77TBc6sbYwu3l+dG+xsdtwH+HPWvqDwdq3jf4dXL+LvhzrVzavcRKbzTmVHSYDByQMqw64yMjORg80AfX93KVZhvPSqizoD0JPevLvht+1VoHi24XQvH9smi35wEu2JW1mYkDGWP7o+zEjj72SBXpMm0jzV5VhkGgCybpV4ORVa81Im5cKehwPwqo90iuEbqapX10FlJBwWY9frQBqHUGDEE/hSG/zxisg6iVOdw5qGfVFU55HqT0oA2pdUMK7xIeOcE1xut6kbnxDM4f7u1fyUCrGo60rsI93XpxXNrqCyapcOG480gDPTpQB0drOpG4cAjjNSLKpwy9SaoWsjNASze54qSPHLO56cYWgC+kp6Fsc809ZVBwMEdyRVSM7RhXzz1p4mA+7g0AXpZBJCMHpxx6UxZlVQ5J4qOJwvBOARUUhKOVD4xznPFAH4napqMMSkQyDC8E54PfOe3X19a4rxVr621s8jOQxPylW2nkkn8P89q1/El4YiVEjMVHAQnrjPI/DpmvD/jh8XIfBdv/AGfCwl1K4jzbxgcwKTw75569B/EQegoA80+OnxGn8QeIpPDOnzMLa2mxdH/nrMrH8cLkjHTPPOAa4SGJoZQXU4zngVGJYpXNxIk0jbss5PJ9z1q3DqGnzpslO046OP60ALM4jlS5jBYKcMB6Gn3VtJNH9ptZWZOuCc4ppgtTl9P1IKSDwxxUtrd/ZH+aROOD84O7t1FAFVZ1ulWCfAbszdqiliWGTY7FWHTI4P8AjWhc2un6g4Mcgt5D2AJX/wCt+FOt9J1h4vKiiiulHTZIMj8Dg/pQB9ef8E5/iRHrXgO78C6oqSSaHd7rdnc7vImDttA4PDpJznADIK+zfhB4t0O2tJbizuowI2G1pmLFsAjv7Eev51+c37Aser2Xx0Ph6S3ktU1XSpo1BOFaSPbIrc9SEWT/AL6NfZ0Oh6vo15PpN1MsUc0A2zR3OzBwO+R6dcfhQB9DX+v2cQi1CSM3kUqDfJbn5CcjrgE59xxwPavVPgH8Q9P8Na1FPZalEiNGpIkmVUzkYxk/Qdev1r5h0S08RaN4RhsNS8ZpqEUahkO6SSNQQMDH1GAMYz6ZxWPf/FrXfhugdvDwMEmxkuLXJ2MCowUDZU85OBnr1oA+4f25P+CfX7Kv/BUfwdpereOfFGoeG/Hmi6Y1roPjTR1WYrb72cW11buQLmAOzuiq8bqzkiRQzhvgPSf+Dbr9pnwX8b7aD4heOdE8QfDS3Z7q68ReFJZXv5bdZgqWotJI98Vy6fMz/vLeJNzebIyiN/b/AIW/tl2traKuka6bST5SivuXkkArtPT5v8cV9CfCv9tfxl9qdLq7/cSkY8s8AZyCzEEEY747d85oA9E+DviHwR8P/CmlfDz4caVbaZoWjWiWml6daElIIU4CgsSzHjlmLMxyzFmYsfmr/gpr/wAEtdZ/bY+IumftKfs9/EDS9B8f2Omx2Wp2eu+atnq8MRzDKZolZo50QmIFo2WRViBaPYWb66n1L4XfH2Ea5dTR6frLD/kMWIVWkYABRKOko+VR8w3YyAy8Gs/V/CHxA+Goa+miXVdIjwYdW0wEhUO7DSRn54+EYk/MijGX5oA/G/XvGf7TH7F/jiH4ffthfCTXfDtzON2n3yyo9peAAEtbzxlop8BgG8tztLBW2kEV9S/s6ftf+DfEekwW6eMTcwSqFXdIA0QP9/d0H8vpX3R4qsvhf+0N8OLz4Z/F7wdpfifw7qcRW603VrZZ4ZPlIWRc8o653JIhDo2GRlYAj4C/aY/4IVeJPC17d/En9gH4nSAJ5lwfAHijUNrqfmYR2d6RhuWRUS4C4Csz3DE4IB9E2dz4K8XDz9M16KG5AJaF8YbIHPXiur8AfEb4gfDmX7Jp2prdaWjD/Qbg7olB6hCDlCe2MDLZYHmvzK0j9pr4+fst+LYPhP8AtWfDTXPDd1Bu8mPWtOaIXUas6GWCRspPFuUgSRs0ZAO1sV9CfCT9tPwV4plhFvrkBhQgIksxQ9cYAzgdfpQB+hvgb4q+H/iBD/oErW9+ozLYTuNy8clT0kUHgEYOBkqtXb28lRyzNnHQY/H8OtfKWmfFfwz4gmjuYJIEcOrrIJcYbrncAAD6HHHbNej+GfjprcBEWpTi/h5BF198cdA+dxJ687+OwoA9bfUnj6t2z96qdzrDnq/OeK56y+JPhnXlVIr5YJn/AOWNwQh3dlHPX2zn6U2/1uKO5Fq02WYnaFGc4oA0b7W8TKolGQec4qno1y9xJJKr5JlY8Y9TXLeIPEiWV6LeaY+ZjcIVB37fXHX/AD0p3w78SS6t/o9jBJcMZGx5SFiefbJP4UAejWmPLKk/hUsNwOBuzx0plppWp2dgl5q9s9oZidkc42OPYo2GH4iobdTI7o7YCnGcd6ALy3QC4DDAqQTJjDEn6LUMaW64kwCQOc5qXzYCgyo+lAD47vbhRwPWnyzpJF5inOOtQF7c8Zxx2/8ArUySZdrRxt1680Afg9+0N4qHw88EX3jFRbfaIpY4bO2u0dRM7vgqAMHhA7dRwp5GRn448WeINa8ZeJrnxJqAhNxduN4hACYChQACTgYA619Kftm6Dp3jV9Pul8SmzmsLK4eOynb9zN+9hU7QTkOTKOQDuVDxkc/ON/4WvLBstp/yAkb2z6dSvB/HNAGfarJC25rJTkHnzBtP9K2vC3hHUvGGoro+heDL/Ur2QZhttOha4d8YJ+WMFuhB79a9q8P/APCFeLvDkGiaj8KvDqPa2FvCfsFsY5ruRIYleZ5UxtEjRE4Ugt55ckbSD6X4f8eSfDbSjp3gvw/BpcLRhWS2gCLKf3ZwVwUJLRg5YM5J+9wDQB4in7BX7U+taDH4k0r4EXwsZV3R3MN9Cx4GSGjMm8H22g5425Nc1ffsiftP6dMV/wCFB+MZU3YWaHw5cuj8qBtbZhsllAI654r7L+E37SPxJ8N6TLslYi5kK/a7kmVydoXhnyFwoC8DHGCeMV6Jov7S2tSyRf8ACWa5ALUjbI8bAZQHcyjcMAk5xgdcdQMgA/OR/wBmH9ptV8xv2fvHIGSA3/CKXZBx158rqMVU1b4KfHLwpYS6x4o+FninS7aF40kub/QbiCNGdsKC7oFUntk81+xN3+05+z34a8LQX1jdFdWeLe1tZRNNLuVNzfOVAA5GWyq5KksN3Hyr+1f8cbf41yW1p4uuIoLKz2z2um/bztMmzb5j/KmWHzYychXI5GGoA+YPE37Pf7T/AOyz4d0H9pI/YG0SW/iTS9e0nXLa6CSSxO8aTwRyGe1MsaTbVnjjZlVioI5rfb9vfxN4i0mKx8WaaPM2jE0JIJ5/vAZP0P69a6TXv2ifEPhnwLp3wX8NeCtF1ua8e6kTTtSsUu4rATSxOsiRhvlJ2EhSCCQCwOFA6nwv8RdH0nwXJpHif4RfDHxFqFwGiknuvhzo9nNGxBBCvZ28RDqRnczMuSO+VABS+EP7cNtot75GraqJrZFJ8i5AfYe+M9ccdx9a9q8JftNeDtS3zSX8V7Zu2by2d1LINxAZQcgjAPQ9RnA3V5Va/HbwF4pOkeBvGf7OPwwudAiEaNp1roVrpSXMY+Uu95bpDPBKoJfzS7ec8cPnidV21y3xE8PfsoH4qaV4V+CusWF74elvFlvdU0qPU4dVSB23GKRJbma1DqCyBol2nZuOCSoAPoy70H4d+J7OLXvh34lha7ILpbCQh9xyBknGBye4GODUmgfFrXvCGovYaxNPZ7JQpFzKWC7j8zIQScHBGT2OPeuc074F/sg29nE/g/4m/FzTL9+VfVbmxuoUz827bFbQ7xgnALg5A6803xb8JvDWj6HqN9B+0oPESwIBYaTH4TeK6mb5FUvIbnyYG3NglnAwMgk8EA+lfhv+0tqViUnj1EvH5eAyXABQcHJzzjH0xX0V8Jv209V0qG3FxrO63eMK9vJcEuxz9MHHI6d85XofzQ+Cfwn+Knj46pofwr8b6ddeM9OtGvn8L6rJFaxzW4lRCkN9JKIZZ8yKwjAKmNXfzAqE16Hq/hf9uH4ap9j+IX7LuvM33SPDzQ6s6D12WTytkE4weR0wDQB+ovhT4jfBn4pTJNDqEeialMwU3kDDypGJJPmpnljljuGCT1JA50dSs/GfhO0OpX1kslntLDULRjLCAFBbcQAYwO5YKCehPWvzH0f46/Fz4Rypc/Ej4aeL/DFtcR5SXxP4eu7Av0IAE6IQPm7Dr+de3fCf/gpPJplp5MniGSaAgCB47jL9eevXjjPX3oA+rfFWs+AfiN4Xm8GfEnwlo/iLRLple50nXdPivLScocqXilVkfBwwyDg4NfKXxe/4I/fsc/FhpdX+COn+I/AOtlJDDL4WvJLyyMzSBvMmtJzISqjKrHA8AAI9M17F4V/b++EWs61Bc+OPCenvO8vE8NqjMzMBy2RgtgDBIJHbFe9eBv2mvgV4zIs9N8Z2fnBQUt2nVWbpgLuOD+fX8KAPys8U/wDBMr/gqV8IL9R8GLyz8faTJLtgAuY9JvEQAHdNFfPHGmTkARzSnHJ29K7f4afs7f8ABX3TpYbfxB+zdbWkKhd8z+OdJJGMjB8u6cn8jX6v6VceHvEchhsfE9o0mB+4MoWQ+wDYJ/DIrQk0aGxcCaNnZR/y07fhQB8DeDv2P/24tagSXV7XwjpLsAWjvNYuJCp44JhjkB59MCvrTS/hf4h0/wAGeH/C+s6X4U1ubStIt7a6vtXsDJI8qA7nRmichc4whOAPpXoD3TqdoAGOw6Ux7h2+vvQB534g1X46eGLVrLwh8NbLUlMZITTL23gTPZf3rRfy4rxvW/ih+29Lqdzban4U1+whgkd1istGN1CiAkLumRXRuMZO6vqG8uZI03KcHPY0y1vpI8KpI47UAfKHg/U/Fuu66/ibxd4ju769WPyle4OBEpIJVEAAUHHOOTxkmvRdOvopl3ySsSTydmP5V7dcTW15D9kvYI5otuPKlQMuPTB4rKu/Bvgm8IaTw1aJt4At08n/ANAxmgDzJ7y83gQs23Hrg/rTo9Tu0GJd4+qZ/UV31z8OPC03MEt1BxwsU2R+O4E1Rn+Fwkz9m17oPkSSH+bA/wBKAOUGqyzHCFWP+y2P0pk2oPF8zdCeijP6Zrc1TwLrelQG9lWKSNSN0luxbH5gVlahpd2sZNxHwoyVde30oA/nv+Ps+np4mj1DU2RFt7COK2gZmKySl5GwFJAJKDPYHALZ+VW8d8Y69A9//ZljCuoXgP8ApEjgvFbn+4gGAcdzgegGOul8dfiGfFvxPmniuzJb2sYityucxEMx+UFRg8jPZiM89ax9MjsdO015nZUTBLOR8z9cfjweaAPafh9qsnivR0tNPvGje3tlV4vlDOoAAfdjJLAZ5ySW7mt7UlggctIWkVsAgsWIHcjPevGfhZ4mvLDUo7iFpFVZVhkty5/eROcxsVHPytn3w6gY7e52C6drUK3FxeRRIg3F2UjIJ6Dr6DoOSaAI9OsNTvArQvIA2Ft1eQs0YPRB9S+P8DzXS6x4u8K/2Umk+MfE3kSCJY2EikyIFTZGMDjaoVeDjgkAjiuC8T+PrbRs6V4fljmeRgyoxDMCMgKPQDJ69K4i5XVddnl1LWJGtI4si6u5lWOOE453OcDf0yp+9kc5IoA7/UPizpPh2D+xfhyPNlupFKXEsX+kXTcAFdvQAnAPQdepzXDeNfi5efZm0hidS1+5kxDbyhZIrVD5i7rg7FE8nMZQEbOpIOAW5yLxtpNxqo0bw7fTadaMHOs66kZEtxCvLNHEWxkJ5hXkZOzARl3N6/8AtV6d/wAE8fBXjzQvEX7Anj3xR4kS90u4uvEieKY3WDTLh3RYoIUe1hcvGqzOx3SpmSHY2YzkAx/gv8IFvtSupdR1rbIJD/buuO7NJPcMMtBGwJZuSSxAyAOSCQD3I0HTmuba0kt7bUUG5ba0toEkDKqkpBISoLZVWygjDFeBwWz4h/w0B8TdPsY9B8PW1nAyrtintUuBPuIcFlzMQGbe33QBkjAG1cUfE0nxs8dyyD4r+Obiy0+4nS5fTtQZ445m2hQ620W0byo+8Qpb+8TQB7D4f/a6t/2PfiX4c+JfgHwf4N8a+IIYTcNb+J4bi4srEsjIiultcws9wpZmw5xGyrw/OzV+Kfxk/a3/AOCinxuX45+Af2bdH0Yx6Vb6cs2haMmnaWrW6kvJLeTlUeVnkdh5spZUKRj5YxXjWjav4Q8OvFN4U+HGiT3Vm6ul8bGZh2G5ormeeMn0yp5+YDK4PVL+15+1IQwv76zvoxCI9l7asq4UBRxC6A4UYHagDvNX+FvxD8N4f9of9qOHQwbZjBo/hXS/7YvEm3bPIdC8MGMDO+OWQY7dq9N+HXgPwJpPga38Z+KPhP4/1/Qp4Jrax0zx340k0yz1i/WOUm6gisRZi2tlEbrJJNPNny5UX/VzywfPnw98ZX/xA8V2er+NPhjDdppFwl74k1CTxLJZ2cVmr5kDHyJWhBAxlCz4J2jjjrvH/wAZta/aL1KVZ7uXTfB+mRRxLCbcGS6hAULAiQRk29uRGoSHJOEhjd5XRN4Bt+DfHPxw8UaxD4s+HXh/wV4d0/Sr0fadV8M+CU/seW3EcwCvDdSiPUZIo3uIzNLBNI6Al7ibdvP1J8GfiV4k+CvheH4efD34l+K2sbW5kjvLDT/hXotpbSTCMBZIoodPLecpLkSm6kgPklSJ4pm2/LOq/tLeBvBkC+E/B9nbTwwwR2hsLlxNHPtKFXMcKbldSpO1W8sMEDLI0SvWXH8Uvj38V9UPh7wrZ30rMgnn0jQoTFBCuU/esIY44yCVUtIx6oCrKBuoA/Ru3/aHi8RWdjqlz4maFH+5bx6eRcsAEwFWIgMwzuYRyEqv8ORmq2veNvH/AMSdLS3m/s+fTwjrLpl3AskhfKlDiUSh/kJ6uCOMj0+MPDc+ieBoYr/42fHHa9vGI49M0/VJ7y5CIV2I86tghcMPLUhTwQ6DIOvB+2X4d0mddH+G+iavqEUa8zzfuowM+mXYj/eZif73SgD6Sh+GAivZNU0v4eaZEyoPPjtdIitskDJy8KjzAw6o25TkhgQxBpT+D/h/qGoy3GpaVeaPOWDz3WmahLGeSNwVM+SM/wB0R4HJ7V434S/bx8b6VJ5N7plu9oGAeGZS5RQcnbuxzzx/9bj2z4e+NfAX7TOlDT9L1mGDUpof3Vu4XdMR/DywGc9Pw45zQB6f8IruC28RWNrcfF+e60T7Un2y3lBe4MCg7hHIBt8xum/YNud+HxsP2/4A+O/hTWdJi03TpYp7W2ijt7S0hjCRW0SLsjiiQfMFVVwM5YgZYkk1+RPju2+I3we8QyadazTxR+dsCMCg3Z55xjI5B+bqDxgZr0n4ZftO+NtG1W3vLFnspYEVfNtJn3qQoBO5mJLNgMRkqSx+XAAAB+qV14o0FApksyjs211Ew4Ppgc5Hf05B6Gq82t2iATW9r5iH72Jfu/pXgXwr+NsHjzwvaeJ0vI5BLGI54yu3ZMoG+LHsTnHcOD/ESe20TxhdTXK29srKJSVUE5DUAegX2t6Obf7RcXJjCjkYyKiuNT0W0VGm1S32ucKVbODkjB9DkMOcfdb0OPNvjt8bPhp+zf4MHj/4065daXov22K3lvbPS7q9eNnBI2x2sUsgztIDFSoJBPHXyhf+Cqv/AATFN7HqsfxF8RGaMA7T4c8SrDvAxv8AK+yBA23AJC5wMdAAAD6pFuzAEHqMg4ppift/KvnKL/gsn+wPHGYrD4g6rID/AHvA3iGYn8TZk/hT4/8Agrj+yPqUPmeH7nxbfnAIS0+FPiI5+m6xx1460AfRPlSZzj9Kf5DBAxYp6luB+tfMS/8ABUB9c1FNN8Afsc/GzXklUlLuy8EQWsHtk311bsB/wE1DH+0L/wAFFPiO89n4M/Y30XwnbuT9k1jx746TeoPQvZ2MEhOOu0Trn+9QB9Ma/q1rpWmS+fdRr8mWLPxwQcfyr5l/aA/aw+FP7Kfwc0jU9E+BttJrHjyS4sLPWdE0pLc3W1ZXEj3sKhoWaGPcJM7mJBQNh3S/oX7MXxQ8fXp1z9sr9ox/EFoZFkXwT4Rsv7K0RdqYKzDfJc3aEjJSWdoyQp2ZAxzn/BQT4q/DDXfgNaeCPC2l29/Fe6rDFpt9p+x7e2MLCR2Dg7T8qmLC5xvAJGMAA/nd8VaLqui/Ea/0nWLCW1uI7yQGKRcNgHgj1BHIPcEEcEVZiniLtNeqXjUBYIQ/yhgPv8gjOQM5Bzz7EfQvxK+EekfFT4l2fi7xnq8sdnYaVHbR2Vq4hkLrM0n3ihAQh2B/iyTyMV5D8VPhj/wg+s+ZpeoLcaddTH7FvOJVwMlGX1BzyOvUgZAIBmeCIdU1DxjY6XpSNNJqE4s9oB3StIwVQACP4yrdc5XvXe+HfF9/Y2Nxpl9bM10oYz6qQ0ltaID1dowcgkFjjoSOorjvhv4muPh3470T4jQaPZ6hPomrW19b6fqRl+zzvFIsqrJ5MiSbCVAbaytjoRznvPif+1X8QvFkmpWfw70fT/COn6lKQmnaFFvmWIw+T9nNzJmVl2s4GWPBx0VQADN8TQWPg2B5fG1xLaSTxb4tJji/06QlQ6sGdf3cLqybWPONzAErsPAeNfGniXx2Wsr+UW2m2+37FpdmzC3gAyFwpPuxBPPztjAOKrxQXl0qy6lcvPMWLzyyvuZnY5Yknk8nv61o6Vol9ql0lpZWbTM4dFVFOQdpZc+gyOvbOaAKGlQw2fh/VtlvJLItkqoAhO12kRQeDjoxGMHO41t6NB4b8PWKXXiybzJZlBWwtSN2MZwWGR9Rj8jVfxu9j4Xt4/BPhLUvt008yT6nqcaSRozjIjhVCRvRCS28jksCANvzL4Z8IQxXRu9dZ52UFrjzcgk4OAOeRn3/AJUAXbvxpqV2/k+H9DgsY2GFMcJ3FfUtkk/n2Poal0rwvq2tOs1/O7F2G3zOF5Pua9i/Zs8Q/AH/AIVd8Tvhz4x0LStP8WeI9Ksh4H8WeI9zW+ntBObi5tw6tstmuPLt1E7KQiRyJuRZMP4rquq6oLmWzlLuYXZGWLBUMDjgj3oA62wvfB/hi2FlIxmkEm6QRIu04xjc2QeD7cdRyeJNN8RzeLbh1tVXS9NiJFzfvGskjnGPLiDDrxyTkKOoJIRuJ0iz/tu4abUpXitUzv8ALPzuR/AuOgyeW7AHHPTolaK4iSKJ0iSDHk2kKBUVRjgDgdBnPPJOc5JIBs/E/wAa6ZH8LIvCvhZI4bC+1qFJ7VxuP7sSSB2ckl5CdoLddoC8Lwafw/0y51ywkhXw9ZXKjZ9k+0DERZVDOGII5EZzyw5PIYquMTx7Ys3gyACPZHBq1uSdgUEOkwOWX0IQc/3wPpcj8Ry+EPCcWlQ6lbuLr5t0agr/ALT5BJIzkcHnuDgCgD0rQ/G/wW8M6pBo1p4PuNRv5Gd9Q1FLe3YLGAN0axPhWXcD/FGDwfTGlr/xv8U+Mok8K+HvF9tYWtzceadDtbOGwjglc7NhRNsRlb5SSgc+5xXiWi6pfaJ4fu/E5mbz7wrDah2IJByQ2PqC3PZfwrOgd7mX7NFHPd3LDbst8s4J65xnHuenvQB71F8Hbnw94v8A7G8UW76nqq28dzJpAiEpKMTj94pZOxPHQYOMEZ6G6vdJ8E6S17rmlWliqbsWtq2C3sTjAPb8OvUV4t4H/aQ8Q/C7w9eeEfFX9nT2UxQWlqsrS3dooGCokVtrRNhTtLEo6Bk2/OslN734qfGa5W/0Hw1q2o2SyhZLiG0dbUOef3szARp/wMj1JJySAer23jfw34706aeJ0sDasSICc+Z1wAAPmFYGofEDxN4V1yy8Q+DdUl0++s5kkint8htwOR8wGf8A9WO+KzLD4W+N7B3bxF4k8L6KuwYtpdaF7JMuedgsRONwH8Lsg9x2vC48EeGb6K/sr298Q3dtcb7W6v4FtoEGBt/0ZXcsVYcM8hUgkGM9aAP0F8XeP4PjF8GPD3xG8YRQ/atTtBFqpRifLvYyA0mD2dQp7jc3cYzk/B9ba51kaBeyrMI5QbYjGB7gE+uBwDwMcYr5I8C/tNeJ9K0ibQNYZ5IJXYoWAXIYg/QnP65713nwb+Murnxlp7xTSnNwgCrIyA5yMe+P84wTQB9wfDK8n+D+u6vDrurINM1NraW3WMhWt5BD5byDgHa6rFkdAUJxxke1TeOk03QbbUPD+rtfPdAG1FuNwdj90KBkkkkAD6AZzXzr4+v5vH3ii5t/Dl+0l3p6WkMoDABWRA/yNu+VgZHB4zhuuAc0vgh8ctD8Oa4PAVzPK1jq4mWG8UEB3DbWCEnI4YA7VUMO5waAPsz4efFqx8Q6U/h7XLq1udVZMrbXNxiNJF+6DIFbOGwzYD7duMFsivM5P2jv264pntrn/gl8soikZDNZ/E3S5UkAJAZC0SkqRg8gde3SvA/jrffGH4UfE+y8U6Hrwfwvd20b6bp9hbjM0yBnlVupeTGSq42lQAoDBi3v3wI/a6j8dWaWOr6tEHhgYRszguzLjcpHAzjPAHUcCgCMftGftslm8j/gl3cox6eb8SdLQfmENbx+O/7cE3h+2udM/YS0q21CSQrdWOp/FOCOKJcDDCSKzl3nI6bBj1rR1H9pfwvEd0OtCVcAho4JG4PTgLWXN+0tZXbf6Da6rcH+FYdHuPm+mUA/WgBmoeOP+CjfiGBk0T4YfCXwnIR8sur+KL7VtnrlIbW1z/32Kbd+Cv2x/F/kzfEP9rrQ/DxQYntvh34Djj8xf7pk1Oa99+VVTzUNx8bPEt6rCx8D6qW6g3MkEA/8ek3fpWDrvxW8fGEvNLpOmsezXMl04/4AFjGf+Bnr0NAHTQfs/wDwotrg6j8Qdd8QeN7lpVlH/CZ63JeWsco4EkVnxawtz1jiXpXjf7XvxE8LeNta0rwL4Ylt5oNFeR7o22NkMpAVUGOCQFYn03/hSfGb40XHhfSLbwxZapd3etakhfzXHlwwxHKeZtXAYkhwqtuwVyT0B8z8JaVHFDvY7nJ+ZiOSfc0AfDGtXUlsW8vcuBxtOT06dq8R+OevXWoazYaQrkLApmaPIK5Y4yRxz8vfpmvbfEt4r71nCgE5O0Zrw/4wWumT6mL1nEU6xlTL5n3+TtU54GSevbPNAHGQeN73RpUgmjtr+IKCCVdZEHPG4/4MK2dO8XeFNVdHWS60+ckFmePzEX6MnzE9P4QOK47WYjHft+4eMMi4SRcEKAF6YHXGegpLKEFQuMkkZ9AOaAO9Sfww11MdM1qCWDeVid5lWSQsxPMfDcdM4IwAeOQLS6hp9jOYJNZhgkVSJALxFIVhyOucEHoOorzV4oopME/8CxUcy7GLMv3j940AeomDw7dymRNZsGbGSPtS5c+gz/8Arp0Oh3l67izY7SeHjYjAHfPftXk+9U6AGp3hETqZF5KhvfkZoA9LTSLW3LIjmRwSGecbvrjdUspsJ72OS9jgmICr5SKVG1QFwfLx2HPc9c5rzSK8uw/7i8kRR23kD9KtiPVb+1aZbmWRUOHLSE9fagD0KTUtD0mKO1MK2qvITK8t4Cqp/CI4grSHnP8AE3FN034jeE0u0kk8P6ksUbN+8UqzSDsdrOAv09/bnl9D0S1ttPE4QF5BmQ9x7euK0RZAkLzknjIoA3db8ZaRrGnailgdblSWzkhtLP8As+AJuO3G9xKTgFFbO08oOOcjlTPqF9dQ3WsNe7reMJFEkMRjCg7gGA2jqfQ/jWpp9jsGWJJBz8nb8aupJexnMcjMpH/LQbsDH0+lAGbe366tEsereNpBEsgcRSaWxVSAQPkRApwCavWT+ELqz+z3/j2dlVAdq6M4RTxxiOWPC89eaS5uJYo/OkihHl43eYg9ccD19utXbbRNYhf7TqmltHKTuhtdoQxDH3mB534Ixn7nGfmyFAOh+F2n2ngLxNB45ll0yU6fAZdNjls47SZblsbJMlzMrIu9xnbtcRnJywGr4m+Ld34mtIbfUfGE91sBJiErkdgBknngADqAAOlcE+hQXt6x1bVUhRiS8SEh8+p3EAD3J9evew9r4J0iZ44dQnuGyVBghwFz6M2DnHcr7UAbMPizT7dHtiA8rjANt83HB5YlcHrx07ZPNSWV098TFpum3UhH32kCoqA8BickYPqf0qhZSR3c/keD/BDSBgu15t0zqw6sOAhB/ulTXW6J4C8TzxrqPi/xDBptsGLmJSFEYwM+iop5GPxxQBFomg3N1cLGWaa4Yn5Yk+WM+7ED09PxxXv37LXw71PxT8TtO0GS4tYZbVGurkmLebeJRnLA4+YsUABx945wBXjP/Cd2NuYPCPwqtVmvZGCvfwW+4k88IcEs3P3uTwMKOte7fsr63ovgnw7cW+nXAn1K5mzqmoREEuRxsVwSCgORkHk88jFAH0dDoepfC/4ov4osEa40XUwBf7GLG3nXje5JYhHHG7BCsoyfmzW0/wAHtJ1vwrc2Iu4ba8j1KWfTZ42y8O471Kn2ZmHXkHkkVzug+JmuYlmm5kJBOFIPI4rsND1XeuwSsSTkjeRj/GgCt4P1Lxt4gt08C/EHQJ4ruwuUmttRRWMLlDw6ycghgSuDg4Yg9CT6FD8Nfh9p/imPxho8KWGpLnzLqybymlB67gOGzgckE8DmuZOoXWP3dzzj5C6g7R7DFVpda1a6mW3Dq2e6yhcYHvtoA9VuvEemW4P7u3UhcKysVJx7Z/pWRceP4UUs10i4Xgk4/Uj3Fec6xqeqadaPeXMUNrCi/wCtuLqMIecYypOSfQA+1eb6l488S+J9VTw7pFvLPNNv2/ZiY4QgI/eNI67wgXlh5anoAQWFAHrHjL4+6No37ubUHmlydkMOS7Eegz24zn1rB8J3/j34iawuoXWmyWtmuHUTE5Xk9u56cHGOvORWl8KPgfoM3ih9bm08ImQYbd5ZHaMbQASznLMcdTyeOwAHoHxT8WfD34J/D+48VeJtTsrK1tI1Es8sqxLuOAq5Y4GWIA5PJ5oA89+Kvgq68aeObW50e9ti1jpUcMls82HD73Y9Rj7pB69+lUk8E+L9Bj2y6LcFMZd4/mQDOOo+XP41xngXxRD8RNdvfGej+MtOvZLu5dsaZqKXCoBwEXyy3RdoP0r0mx8W+M9ItwlzPJJHnOJF3H8j/hQB+X/i/wAQxRLK42rgMxKnHf8A+t0rx3URdeNtYZYMsFlZ2zk5CKxCgAEkHGMAHr0rvvE2la5qVnILa0lw2OSQB19+leb+BtXutM8QSYtftDJKWeL7MZicHLDYCM4AJPIGAeaAOd8RTm61a5SZ1Yi4YF1j5PbJY/M3TnPOc5qFYSFMsbdBngeoqTUtLkttYktogywhgyeY3zbDg8nueecd6gv5JVIUBVBHAGDgeuc0ARI580sQOmMNiorh2cnYCcDpnNSrE9ypO/KIMyMBwPaoPtLrmSIYJOM46DtQBCANw3dCecVca7tpHJck+ny9KqTrsfaQcgDOa6z4RfDS6+InxP0P4fzy/ZJNbuVis2mGBK7A+Wi56+Y4EanoSwoAg0zw3HIUfUgIzIoMat/M1fFvf6NLvS1YxdFZF61PfCG2ne2vN6SRMVZXXDDn09fam21+kEW1LyRR0wvPSgCa21eBArPAU5AJUf0q6l/p8jbVbaCvCngflVF9btGKpIkbcDlohTk1e3dV8uyV2xgDaRz+BoA04J4CmAp5GGG7Az+B6VKsk10HaOVVwOZSwwDjOOnJx2GcZBO0c1TgEl4Fd7QQpwVWNRvc9c5PQe/U8YxncL8MlvHs/wBFVWQAAxhlVcdAvPGPXr9etAEsdvcQLGyXiLKvzI8zgurc4YDJKcewPODn7xgmtxLJ5d/4gknA4EESFRx0XPf8R+NWYp5EGRDGmWyZCTkenzE/yxUg8UanZ2+x7sDeASEHKnHr26n8u1AEWleGY1ZEuNFvJI5ASsssYgQf8Cw27jjt1/CrsDT6c2NK8N2b5lEayeaJJXY4+6gJ3DJ67ccmsw6pea7KI42lkO7AUyEn/Pb8a1fENz4Z+G2jR3XiO/iutYlw9toNu4Z1Q9JLgjIhB5wh/eMvOEVkkoAsQ+I/GUk76b9pa3RciSxSAKoYMoLMg4BBIPI75q1B4f8AGHi27ji1S8nmRH2Kd+U3HPyrjjPXIHTB4ry7WPiv8RtdvftcOpzwwhl2WNkxS3RUbKL5YJDAHJO/cWJJYkkk+sfs6+IfiBrN3c6j4z8Wx6Zp72bLaytYWaPMxmAPzPGWKhgxO1WbKkDGSSAdzb6T4W+CmiRXc6y/23eJm1eKd0Fs4Bdd/lkT/OFIJQqVBzvUsCOo/ZLv70oLgsIBPJ5hjO7ADHdjBPIHTqenevOPHrJ/aE+j2+rid5Lr7PPbZCuJGZmd3RmMuVYSJh9gAKnaMhR7t8BfCB06wglkG3JBKsOo65OKAPoTwrbW98qKYih5Jcc446n/AAxXcaJ4ZkeJPslwvThsf5xXIfDywjKRu2WaQcbu2enQ16t4cs/s6IxOARgkEk/40AZreDPEMq5iuY8AcLzkf41UXw7rWnxNINSWNiceYkQ3L/31nH1ru1LpGCZmIAzk9R9Oax9XkkIODyecn+dAHmHxCe00uwlvb2eS4lAwhlkLMx7AA8/lXYfs8fD2zj0E6xqluv268jV7hioyFzlYhkfKAOSO7E5zgY57xj4btvEN/YS3ylYYLvdOSOWUI3yjnjJ4zXo/gnUIDe3NvFKAYYTv6AMxyT+uKAMXx58WdD+E/jsQa3eXUFvexNJELaxlmyUC7x+7RtuNy8n146V8b/tv658cfjN8SrrXIdPuf+FbWCW8ehNeX0cKveOhMsnkFg7kfvAobZJtQqpzJg/Q/wC3Zca9oPw+0/xv4baCO4tdZhiuJbkoI4LaQMryOzyIoG/yxlmUDPJr4/1vxp4n+M2mLo+ruL/TrG/W4mu7nTE+wykKRtggnIknkGZlI2+SNylmiA8wgFTT/BV94Wv9H1nQdZ1KRo5ongkSyee6urrb5Ze2hTG2IvuUs4IO3g71YV2tj+0H+1R4R1D+yW8YXl9pyyG5kOt24ZIg2AolupkzKuCBhJOXyFGeDyV5DFrj6h4b1/S9XN/qULf6LYalDZ6rcK+VEkpL+VZ20m55ArmaRo0jJSRT5goz+GPGEVjb6/peiaHDosAxax6hC40myciMPHBErtczznaqNLh22pvZmX51APLPEfja3vrV7Wz1FBFjaAJOoB9K8n0eHUbLxDNp2nXMkcjSOpMMO5mVyF2gEjOQ/wCP6169oGhxa4JZpIbj7O0plje3QAMm75QsjDGeSSCAeDg9M8Z8UrG00fxXb6xpcMyCPb5kgJASRWO0jB3DHPOScgcmgDg9eex+1taaTePPGAzGeeDy5XzjgruYDBHYn61lXO9W8uWMngc4rW8TtBLq738MNxEZJi7/AGiUMzbueoVc8k9hxiqb2KyAFH3h/uN/+s0Adx8KvhVpPjDSzqXiXxF/ZlhHBvYpCGeQbyuQSQFyeO/XtWPoPhKa+8KahrkWlRQ2sYkluL27ZWCICVSNQSBuLAgE8liAB3PVfCbUbKG0tL7V9Ukgjs1ZFdnGARlQqjB6jqACSCetZnxq8caZLoekfDPwhFcJpmnK880lyBvuZpG4LBcDCjheAfmORnmgDgbnTzJIs0H8OMlsYNem/tNfHnTv2jvHGm/EB/hlYeGLi08N2OmXVpoVyRAzWyGNZERl/dp5YRFjydqxqNxrztEeO0SQNk46gY60wvFIywzyEISC5jGSB7A/WgDbj8S6drEq2l1JGZGUBThsFsnJO7p1J69SelPn+zWr7X00k9gGI/HpXOyaWdmYHGAP4hj6/Wr2leKGQrp+ts5jHAnXlk6c89Rj8aANOS5s2UkWIPZVBzn6e/0q1Z3lnbqd1nEH6Ao2QTjvnk/TocYOQSC+fSY1iE8cqSQuCFKMGLD1PJ4IP8qqrZSSOP3ir6e360AXD4lmjB2HbknLHBJ9ckcnkVJ/wk1yzYeQFQPlBAP8xVZdOjjLMZYySDndIvHToAf6GrGm6NBq+oQaToskt3cXEiRQxW0OS0jEAA79oGScUANGt3Esm8orDHaMVa0DRtd8a6sNI0azaaZkLvtwFVF5Z2PQKByT0ABPQV9o/AX/AIJT+HLfwg3i39oTVbuLVJFX7L4c0q+jMdrJtVtlzNsbcTnayRY2dRI2cDe8U/DzwP8As9eKtFfwPoFtpYsnlglu7C6dbk28yEOPNU7lYdmzkdVNAHhnhL9lP4uWJ0zwnpfhrS7K71OV5IfF012Z1lVo1bZD5TtEVRVZxIRuYzfKAUVjb+F/7EWryeOodSvNI0XxPb2l4G1SC6ZrR3IcEgBm2ujLu+ZtjYPIGcj3fxz4J/aA8E+Ibz4s/CHXLbUE1K8Go3mlXVuIlm3ncSCCIw+4bjJtDvkb3yoLQ+Dv2lvDxv8AUD48+Hd14c1u62/agoeZN3zDKFQGAIY/wjjA3NgEgHnmt/sXat400G40TxX8JodCkluGm0LxNobWMkqKIsAOkLZkj3IPlOCGYspQbjXjE37MP7Sngqa5Mnwzm1u0tppFm1TTJmuVmEYbzQqIwlYYXkMFI5yOhr7s8BeNfDupC7PhLxVDdWc24RWzTeY0Ds2dy/QkY6jg54BNbel+Ftb8K60nijwS4WRLsXgK/MZpM4YSDkNldqnp0PIzigD87Pg7axeI9fivp9sdvAwQRqioHPA34QY3bcAtyWPJJzX2P4JsreOyhwEVRGACvO0HGMZ/Gt74ofsl+Cfi/wCJJPif4EvrTwR4gkHm6rYR2ivaX0xBzK4jfMbseWkUNvPzMu8uz17H4J/Hb4dadHqes+H7TWdPji3T3/h6788ZBxtWJ1SZ29ljb6+gB6V4BjS3hjERfdkbc9v0r0/SHaOHy9gDDHCnnPf1ryf4d6rZ38EbW86KVbbKoOGVvRgeh/WvVdLZmiDsEywAY+tAGt5zBGZQSu3n8uuelYOsyeYxwQRg8/StS7mVbcgSfNs5Kn73Heucv7kSNtjyQeM9AaAMvU79IXMSYJdx5e7GN4OR9Txj8a6v4B+HLrxHHH4n0aVbqwvoXaORt0bgAkMCsgUhgQQVIz29K56DSby4uVeGMZ3ckHoO+OnPWs743/tk6d+zB4GXwH4c0s+IvHF3Hu03Rbbe32WJlO2a5KE7Ixt+WNcPL0GMO6AGF/wUd8W+CPA/wE1DwJ4ku7IX/iJzaaZa3V6kK/upI5JZ2diNqoFADZ/1jRAAlhXxDoPgLTfC+nz+LYPEGsajcWZBiu7acvEIyGkjNv5AefduW4YMQiKPLJ8hyhbY1HxJrXxh8cXvxH+MXjCHVLy/tIPscIvlggtRJJ5axSbWCLBslR1KSKsbYMmfnUaXw51bwgulz2Vxq2sPdppy2sdzaPHZx29uZVdRbQvaRJcunnELEyzYCPJGE25oA5SxsvGGm6ZHGvhuPV45LsSLpaRxSypiI/vbh5YtluqnPmAsHQQOWWI4lMUsviawdrvxH431G1it7ZYNLWNFNvptu8ZcWysWaSQhnbEcKDdiSRd6sJR3GmajosVnd29xoqzacyX9rAureI44bzViFYwYMgKRbp0J3LAF220gEkkgBPAeM/FPiW71Z7C5+GWn6jrEmz7Jo8eoz33kyKEDO8kE8hk2qWDRedGQ0R3gBTE4Bd1Aw6ZE8eoRR2kMY2NLNJsRGzwFLHB/Dr2rnfH3gOw1Pw1ueA2q38ypFPqYW1WRiMgR+Yys7kHoFPAJyMGvZL/4E/F/XdIh8U6J4x8OaVcyum62+0yzXpjdVGPtEoYoMk/6tYV2noD8ld54Z+EHj/wRbR2sniPQNskEck2oya5GojcfLJ5gC+adrrIOUJcIH+7PAZgD86fib4P1/wAGXh0Lxjot9Y3Mbq0cl1CyLKjchlBUZz6jg9aqfD/4b+OfiVONK8K6DNOquPMumGyOEdyzngcY46k561+jOp/DfwX8bdaf4ffEjxvotrqGkzowj1LVLbyH4LiP7TmSBgSAjy+Z5JbJSSSL99UEP7Kvw1jR7Twz8cbTTblopZIrZNSIQQxo5WQtNEEQNsIWNtsxZlQxqzKlAHzL4R/ZMm8OackviXxVZLcAfIEQzqqn0GVxyc5+bPpxXlHx98Bw+HPEKXlrdTzxXEW0XMqKoaZTgqNoAAKlMZ5+U+lfbWt/sha48P2pP2pPDf2czFEmlRriNkBj3S5hYykhJY5P9UAUO1S0sc0Mfl3jH9jnxP4k0u70/wAQfEvw5HEkJaKTUNQW383nLFQ5wCi5fBIZ+I41lldY2APj6KTyoAzQkxj5l9s9vpn+tCPayyK82fLGCyoeSB2GRjPvg49K9X+IP7LOtfCbw3q1x4g+K/hG4eyyLex0+5u5prwm6aEKgW32AeUq3XmMyxeW6x7/AD90C+Qi1niBt4hvOc5GefwoA6HxNo9npN5Bc6PIz2d1Bm2c4BwVG5SB35zjH8QwcjNZGo6De/2M3iG5SYxG48hJ5DxLIFBKgnliqlScZwGXPUVEILmdNsu4nkIoA+XrwMDitXTbrU9Xt4fDE11EsU14GSKdo4o1lbahYu+EiU4XcxKrhQW+6CADM0zxBq+lqnkTxyb1KLBIgYY449q+lfhZ8NfgL8S/h1H4ns49Tkv4lSLWNNa/B+zXHALKAoYRv95ecfMRnKNj5pl0W9s76a3ntTBKkpjYSAhoyCQRtOMHIIwa6/wVca94fxq+jaoPtEaOUcHaWBAEiM2MspUYweBk45NAHt+j/BPw74x8fWfw4+Evw/t77WNQzHFBJcvKAEQs7yeaSqqoBJIHbA5wD9TfAj9h23/Z91FPiP8AEq40zUfEEGW0uzsrZhbafIMgyqxC5IB4O0Dr+Dv+CWPhf4Zv8Krv4oaFcpfeK9Tv5rTV7uVRG+nxKsbC3Qc4BLK2f492c4QInsvxJ1+OzfF4xHmlY1QnoCOc4PGNxHpnHNAHI6z8UTGj6Cft6I8hea7Q/f3cZJYH2GFGCFGcda8++NOhW934SbVFlhAGxtjSs2845I3Yx14xxwcYqfxO19pupy39y0kkxfEUbNxksFHHJCgkZ69fXFbPxQ8Eppnw+lbX7hr7V5bf95BgjyWK52qoJAAHfOScZzzQB1Hwt8QaL43+HNlYXGopPPHH+6WTBEiDgcHvkEYxTL/wL4eu4Xh8Q6bFPDLLmIbECK3TgEYH5DPviuQ/ZpsTo8duh2yQzASO+zOCSQVwThh8pA/I9K9U8UaYLZEmtLs/ZpM5SE59M5Gcjr3/AAFAHkOtfAXUINet9W8J+FtL1mK2k88aLrcCSQuoIJ8pmBMTj+HtnuBmr2n2ljraz6tpPizxR4dvkmJvYrXUhmA42mEQ3SzW4QkrkJGpbBAcZro7aXUPDF9PdW+sTIuf3VtLcMFSU/KoVj157YJ+b6CovEel6V4onmvJr82995nN45G2SNTwj7R0wWXd1HGOvABPouoeOYSsen/EbTNWkigXz7fWdHNo8zcDd5iOy7WBBHyjGetbcnjz4heGRJD4k+GNxcQL87S6DfLNEg5AOJRGWzyOFJOMc8Vxa+Dtcn1mx03U5nWG6sroQGGYv9lmjI2gPuPyBM8ZIwMDgDHU/Cj4l3+k+IYdA8dXMlvM8skVjf2w3RPOCBh15wSDgbRzkcdQQCzH8dvg1qVz/wAVpepZ3qbUD6zZyW0i5PCiQ7SCT/d9a7nw34h8F6nbibTfF0CW+zKNFL54yRwCRghc8ZJY03VE0jxbFHca/wCH7G8tJmMkVwrCSOVemA3B752N69K5W7/Zl+Cmr3z32iwyaNetnf8AZMq56HcNpX+RI70Ad7qel620a/2Fc22oAqWbybxE2jnGfMKjsMgcjPI9eR13VfEvhrQ73xl4k8K6vp+jaaGlvNTudKmECIo5JcLjHoQTnjGc1Xt/2b9Z0uES+HvHF7MgcKB9r3OcnA+/gd+ncY9q1dCu/i98KpJL6y8Qy3dkswF5azMFEZGMP8pI6dR14HHXAB8yfEL/AIKPar4oum8J/sz6aV3Fo5/EOokQtM4UsIbaKUbRIzbMNIN2Q37rpKvhY8HeOfiF/bN9eTpY2rXJTVH1Z1m1PVLiRtsrRyXTyiUR4AefzIWwZC24qqj9LbT4/eE/Gvg1NO/aQ8MeFrqW4Um40jUGgvViYFgArSqN+VxltoPJrKg+Iv7Nvhe7ur34W+FYPCFxdruur7wPpUFrNcHuHbyiG+vX880AfHHw5g17UvBv9j/D/wDY/wDE+s6RDP5lzFoXhy+vruRIUTZ9skJZWWbdJsG9Y0MjlItj4OVY/sxftMTaj/amrfArxdfLFooFto+m+Giz2E027b+7WGNwysxcg7lLtmR5P3qn67k8Yaj4y1C8VPixrFpbqm+GbVbD5w/P3njkUE85LmMYz3PVum/Ef4w+Dhaax4htH1G2smZf7Y02+JNzFwcYYKwYZwwZQO4HNAHx7a/szftP6XpdzpHh74F/EQy3N5GD4j1f4eX8dhY20cLBVhWS1CDaCS0vlFg21YvL27p+DT4d+IdPt7b4d6h4W1FLO4ljstU1XUdLMEk0z3C7QoZHaOLcOIwsbuwDSSbVUQ/pj4a/bJ8GXaCwuPEslssOJLQzM8ckMgYb0Y4AIZQeSc55461v+IPGMfjbTVvbvUbdo2ZJrYW0WWZlYFWZmctkHv15PqaAP//Z",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'3156: marimba, xylophone'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'1268: liner, ocean liner'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'6460: shopping cart'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'3255: alp'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'8532: bow tie, bow-tie, bowtie'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'1296: cellular telephone, cellular phone, cellphone, cell, mobile phone'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'6471: ballplayer, baseball player'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'1353: barber chair'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'3553: cannon'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'8690: groenendael'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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BlZAWXjj5sDcMFq7bw14ZTw34hi8UH4zXralIskl5bWVk/wBrQbiSzIJeS0gJKnkjGcE4IB98x39tNeNYQzI0qRhyu7+E96kD5XdtOM4545r4+t/HHiG6lsb2z+KWu+bqMNxbxtarGkqlfJAYpJkc7mUDIGVJye2FcSeKvE8lloU/7R/irUrqBzbm8ntjMjHJbZI0bjy2ZdynAbC/3SACAfMK6taSOHl1G0BOQcv16dR34qWO9dYgsRQKJCSquoXJ/l0Br5vuBd3Fr9rDyySFg00ck434OcfKGyQSO38qksb3W4rHzf7eQt5pEawziNiABnHTac/3sDvmgD6STUWMJSNypHLlp8AH8/anS6zBbbpmu1UluF80HI6A9e1fOsXiHVtNtnuL3WbloSu9Q6q23P3gSqnOOQSOKsf2zqhAj/tOZEP+rkCAork5wWGPl+90yKAPoO31aGZirSQgAAqDKDnt61Yt9SWXckeSx+8vmk+v9M96+fIJmkKpJqt7LI7sskfn8qwIJI2uR06ZHXg0y28WajtWy/t4xhn2bopEBUAEDIPzEDPQ896APo8ai5Qq0Mh2MAhB6Hk59e3WlbUWDgkTAFQSdmecf4Ac18/ReJ9Vt082HxjLEqEh/NuEU7jwSFIyR+npzmoI/GrXNyoT4i3sLqpYE3kKg5wFxjA6kDB5GenSgD6JbVHjPlrLNvZySCjZJxyevXoKsQ+IdThYyw6vdxOOrF3Q57gkfr6185L49SzRp5fiVdWzKN0uNQbBB74Qjrjrjv14qGP4n6TqaSy2vxa1OZ0AVhHfXTvjjkEEY5zyQQe9AH0xD4q1qJ98Oq3QKISSJXGPfOc5FXbTx14m01Qln4m1CEtyUjvJFPPOThu+c18l3HxU06x8u2vviJqjwxyOxHkTMVOcHLAj8s5GDkVEnxM8KBku38XatcCXIQNZTn1AbOSefXHQ9qAPsYfFTx9AwaHxlrwIGcx6tOMD1+/UVr8T/G+n3U09l4k1mB7iYzXMkeoSqXlbG6RiG5Y/3upr5X0j4xeChLHHZePr+NlAWKKRbiPk4IUMeD24ycccV1Vh8YsXDGLxZfyKX3qhuELgdcYbBYDnpngUAfSNt8dfi9bSCSD4l+IASCMtrE4GOMdW/wA4q1D+0j8aLbdGnxO1tcY3KNTZvx5PFfONj8eLb7Sbe68Ru8uMrEzRoVOeckEc5z/+oVPB+0FpCKz3D3LAsqJIt3GSckNnhj2BA6EE5yADQB9IwftRfHG2cyQ/E3VM7ThvtRLA8nPzD19TTrn9pr4u6hcw3Oo+IopJbeMrbmext2CZbJwvl7ckgEtg5wuTxXzxZ/GjRLxftkjXLIVLEiZOfTBDnkc8ZqM/HP4fxXRju9dnUnLqsgOepI9c5wfagD6UH7VHxqktXgj8XyBFcOPLtoV2sOMghBggDGRjjgVdj/bF+PEdusJ8aqAibYmbS7YlM+hMZx9SfrXzAP2gfh7DCXg8Wu21jvRiwJ6kAYXk9enBpU/aZ+E4j8qTxbGj7c821zjHcNxgH6dKAPq3TP23/jbpdp9kTxFDMjHMputOR2Yjj06demOp455Q/tufGF7w3MupWJHUILAKG49VAY/mB+lfMn/C+vhvfXRitdckYjkIryRrIeSME4B6Z4PYe1Wrj4o+FY5Y2gu7mQyAANBcBtvXklsdgKAPp0ft2fFe5jIistGQuwLOulgkgdc5JBzjk4yKns/27fiJaAOdJ0qdxgZmgb5cDGAA6hfwHfrya+VD8aNAiDF7O8SSMHCvInzDPXOeeh69afH8cdBcs91pc0MWQRJJArcEZHCknmgD64j/AG+viSwV5fB2gSsSTvNtJ9M43+/61PD+354qj3S/8K58O7nYl3S3dCx9SQ/PevkN/jZ4Etcvc6mV2jkRWjkj7wx8qHpj8eKdB8dPA9xM9uLy/wB4/wBWrWbxh8AkkFgvIxQB9cT/ALefiFoA9v8ADnRYpA5zLhmJ3HnG4n1PUnHQCrX/AA3fBcoDqfws0uYphQ/22UZx6Ar15PFfIjfGTwqJmgFvc7xjaiIF3EnGcng/nR/wtfQJY0MWk3z8bs4QA5wcZJGOP1oA+vk/bf8ADrKUuvgrpBXGWY3kh5BByfkJOCMinL+254HK7T8EYVGQ0pg1eWNmcd2IQbjkc56nmvka0+K/hqW3JNreFQPmcxAAjjO3PsenX8qdH8VPCdw5iKzx/OMJIiqW4zxk/N68ZoA+xYv24vhmyIl58C/MXLFl/tXzEPI6qyYI4FOtf25PhXpsEdtpfwYurOCKDyreCyv1iSNOSAqAKqgZ7egr46k+KXhCRCESfawwssSk4yRwQucdqavxF8NyzJDDaXR3nCkqwAGPXFAHyR/wjWkw36w3VptUOzzTRTlsbeq8tIobnptySevo6XQdM0//AE23lvzAuQ5tsuquBkttERIwvGccnPBzT7fXfE1nGtpqGm3UaecSktvp22ALlukhjHmDnPB7cH5qk0aKTVZzv0y4hlnk8prxYlzs4H+rCqy9znvkfNzQBd1nwhdJpsM1hY3cwjjDMsRjK+WxILjK46jkjOOenAqomm6ONOku3dkQBo5Lhb5vkX/aACZwRz6ir+q6YlhN/Z8YivpRkAXNv8/KkmMhVBVSecluASfSqUGp2dhbpaQ6pawqjL5iTW4aN/7yb1nA4zwMk8fmAE+gXk4i/sO2uzDgqz20zOpbapB3cqASVzg5HHqKoJ4ctUSaXUNCluJ0RniaBJdk2QNigAYB7H1JHety1ltr6xluv7ee4keV+IrpwhAKtyhRhkgDDA7ePxp8usG+upI/+EplkhO4LLI6+UCCNoyZkG4AYx/s5x1AAMGDRrW5uRpEenq1xLbZj8uEoQBgYUO21T2w2Se3c1bs/BOovdhrazd7iEBbuPZiONsjAzHyp59wSMEEcG9JqWtaxPNqOnxadc2cJ8sXcUTzpvUL8pJuAA33Dtcn0GM1qWOpXmoaRcadeP8Avk2zvD9maOX5cfM0SO2/gDPKjjgeoBlXfhySytnbUDcWyFW/dSWCHeTggKVQsSAOmc1FY6DazxSzhFEsIVWlS1MJHA4CkbsHjk4Gc84Bq9d+KswPaweKI4PkJnaKKKKSRVbgky56DOB7fhVy01yZoLU6n4mE1sSSLWS4jQlSQSVkAVQRkAAqenJNAFKz063ltmuZbWHevBilt/MMj7gM/OSMYHQAenrVW3sLOe8WwTw9psoaLzEEq+W+N+NyGP7nGTtbPUcVsv4g0WWyvbaLxHYzmPylkuZruKJoEcnb5m1yjEE7TwC3H3epZpPiy1uNe/sPTZIZp1cxxxG0hBlcDGE3DaTnJGHzgcAk5oAWfwRoU87zXFmljbyOqgHUYklI2qD8uwMM5BwQOMdO8sPg1mMdutpdC3eRjAJY4/KYBQABhNzEnOAAMY5IHzDQ8nTYL4CK2ufMgtjJA1nArPE5Ruiu5VgSAcHOBximWeoalenfqbea3mlZYZYzNLAQxCncjLjBweQcAcknmgCjqPgnSbq9lkh1JbaYSb2tVTYThT8pdgyoT6kHP4Uj+EtFs7aK1sLCHdIylBd6hISVYqSrCNQo+91yARg4q3Pq/wAyz3yLdhEZbScae0jydBhv3h+7nBKj7zgHbTtDEF5FNcz6HPh5NplCmJoY8FtgjG4ZJbhiCcAjtkAEU+jtHNa6bNdomZSxFtA6FVJwATs25GeQQeB3zV618G2scKlrqycpD8wj0nBO4E54XggA9e+egIFOsdH01ridr/VZoQUU2lu98I1VFO0FmKMCMEHlckDnHevf29pocq6pYWl5DZiTK3n2nbHIcBdqMYwjkHjjLcjg85ALf/CJaZBqM13KLEzRnKROAU28BiUZ84GSMcZOR2qnqFhpUUTzCxs50twWjYzruAJHAWMgowzxuUg9MNwKn1PV7D7FayJdW9vcXUwEMttcK7uc7W42ZfBYdcYPJNZl7YzWl9JcXc98tsY2ilu3VxEuPnG7cAucZ5BJwCTQBXkvfAEFot/JpyrLI7hQYmdGxlhs2dSeCA2Rg8D129F1fw3NdNDIba2kaPyuLlGdQNxx8zgLIMAZABHYVgNdC9habTNGN1a2z+V58E1vkH5mJAbJUEAnCjnGeoOZdFhbUTGdM1q7sxeFWC/2ewkVwPmBWM8jbjkc9/agDrdKfQZNVhmg1kTxuzBBcKuQzYOMtGS5J6AEnJ53cEaWixeF7vVJLW0jK3RB/cC32I5CsGGdg7ZJ5/UEDz4+GXhhmkNzFKgdhMtvvhdlKliG5LbTn8xweDh8I8Q2awwW8lzYxzp5tujX6WhCr1kxMwU54IOMEsB3FAHqknhbTrULbTWMi3BmAMdrdhpMHJjDLliBjJBC8gHk9or7wjpduWTSbjL2sYcxPJEyvvJUfwMy52Nxxgtn+IV5VHqV3r1w1k02oXTQOwUWuuRvIqBSCC0ZIJPB3AKCcAjByLWhtY3Vg14fFFxZWztiOJ2d1Rl5JChmLYHOMZIXt0AB3f2iBLeKxNlZxBZNtwkcTOH+bgFioKkgk88HIPbFU/7S8O3SMD4c0yUvuV5F1CVXTa+CCC20P82dmOx2ggiuSubfxbCv9o3U6eXHcg2t5PavbyAHcACrHngHHTpxnGBJNa6pBFDJfeKUQIiveSxXcUTBQSFcI0ZyRz3PXA28UAdVB9ltGEcGkX72+zbvtb5gq8ZK7COxA+YEgYHrzZOpeHSyQXXiCVLiQPsjN1E4Kt0GSo4zx17DrxWFfeF76WCLUW8Q6ncw3ClYo1aPy3yB8zNs2ggEdOCO4xk4Vp4B8ZafriQprQdHHkRQXN1EokwMLkIyliOfu4znpQB3J0vwrfs8T+JUtnnjZ44WKDDk84Ktgng8cH8MVTk8N+GWkYL4rgZQmSI5z1xkcBjwfm57Vy8Pwxm1a3dbzUrFpXk+QwbpYpNpADbyG7AhhnPHT1sQ+Ab3Tbn7FpU6xmIYQbj9niVRnb8mNg+Y/MRwCDnqKAIrrwzDrOp/bNLsYWW0AjuDa3w81QxwcBVYqAc9iTuBOOpTXdLktLKPVbXwoJXjjVmn/tMi4O0hQzb4xt5I+UbTzjI4qK7bV9ItoTfxarHI5WZks76YMm4ncrCc7S/HJ3EdKni8VS6pL/xINZ1KCYoRHdQI5bCjcC5LIvzghM7SM9+KAJfC3hvR2tm8XXmn2CzqFRreKXZJxhic72IbqRk54OQMUmt6TpniewjmvPC0zz3rItvd3FjdXEmON2/c6xouSRj+Ej8DSm1PUV1iGbWzqUV9Kn737GyIs7HK+YZAuc5xnJByV7kAaN9o9rZafLcal4g1KRi/mtZXl6yQDIB3EvndjBAHo2T1IABzfhjR7TwzOLS78NtL5sjkrZ6FOrBcZDK7yhWBIY4JJ6jjGT0Vh4C8PS341i7u7iwe6CobfVrKNHjHZgFckgnB+8Bz97Oad4cF7rUFzpQ1oXKSy7ntrW7eFpI8BjsSORRtGWyR7HHarmieHdavpxHb6BZ3F7ZAxyaVd3ouDt5IdHhAkYENuw20c4yTk0ANg+DGka1ex2j3881vJG25JF8ksgJbkO3QZ4Cs/ABzg1BZfBy4sbyfR7ObU0uAsQYw3Z82NlzyvOSMZIKgnHGVqzrHhK70MjVBoqRXsDlTDp0blkAX5sB5EEbAE4bnOVI5qDSLCDTrXzodI1e3nt0DrqFq5USMpUKOVY5wxJz0yPxAGN8LvEejXPl3mqazcQxqFjlmu5IuvOzdsKsWJB55waqXlppdvp99Lf3Np5NvmOf7Jr4U7izDdJGV4I/2SAfxNWbrxDfS+J1v2vrqS7kzKVuXaON+pYM0UisG+8B8hycfNkkVp658QvB+ixs83g2+kkMQjgu7eRnQYVVIxPC0pwM85wAPcUAYOmfDy/u7FNW0JtWt7MIPLu47cwwyRsMD5n4KnauOecnnPA1tL8N6bDHIJYr8R28/kyR6lcoUjQtuO5No+U8jJHUHkjmqVt4u8MSxHUJp9VG6Bo4EPhwyRQ54IXad0eCASPl65wehv2WoeIZbG1e01mRNLtAyRRyXTSM7DqI0lVSOBnHPykAgEcgGdceFdM0uW5sdNutUtrWx+8+nXyxja6lvmTB2Eq+BtPzbSetN8P6HZeHbSW4g8RahcTz3DSM1xrjXMYUxh1djHHkkgj7vYgjdnFdLrWhah4w0C0h1DTdQt2slZftItPOMQ4fIBlDcnIwFAUJyTxWQfCGmT2qWlh4vv2L7SkEMr24wE3NmJiVILZ+XdwfnzlgKAJtN1S4linXWBbglzHHfS6o0pdCpU7UmhDchRjJ45OWIFS6y2tW8CW3hDQ9O+x3SlvtEkBmA+TgKqSRqjsu1tysd4OMDGTO1hpZs0gspLWW6iVTdw3tibuRuSW3SGNmAB+6RkAADjGA+bQPBk1/b6fqkV0kTwPLNc3MaE2m4lgyh5EO3cUY/ewQeDgMQDnYPCXiy+tDri6doV1csSoW70qdZETDKXMwldcfe+uDnnFTWU7QaJFBcRWz3al2vbizXzI1AKyKVBkUA7S27qCCNveut1rwh4g0+zV9JvdJusRrJbyx3QUTA7seSybsDcoyNoXK9yBmfS7TxZd6ddLBbNNcvNEBb3N/GFCqpMr5UnaAWG6Pjk47YABwTPFYm406zuba0O/zdts7xJMowwO1VLsvY7iVzk5B4D7GfUbu2Z9JXw5oUjOROWa6SUPtcr8pWM7WUYyTkAKec4rvNM8OXWl6JLY6l4bup72Vne5Tw5MZYeVB/1SRKuQwbOWYjruPSorXwp4g0nTrW48OeA9UheQFJIY7UtJEFGD8uzcq5BAIX+I8noQDBi0L+0NUNjpHxAt1lnti8lpJdvPNEcBl/eDC4ADYUhCAeDzir8Xh7S/G11PIms2F1rNrF5k8hGJYghG11RDvY43bTyoyM+hLLwfbXkr32u+HbGxu0lSaOOSSa3mmUuAxZUVUJJ5GSpyxyBjJlbRdWF811J4ksrWxsJDNbw29nMk1nGwY8oqMhIwWJWRScnJOAQATO3hVBHH4qnSGWTLwQaldeYJztG3AcH7xAIxzuIGDivLP2nviFafBH4NSeO7Pwjfme+uXtdGuYTKscd2Y5JIppEEaR7V8ottyxcRkAqGBr0bSNM+IfjfUImvvHWnJbwQMifYEnVpCrE5lKx5fPGQDKoOQVP3qT4hvb+C/Besa9qek6N40l0zT7yaz8MXukIi6iPJZxE8BmPCuBKCUOZI0PlkhVoA8b/Yr+L2t/Gr4F6l4q8fa7Bc6la+IrjSrWW4gSBHVYIJg7SDaqnM5QBcnCqQuevt66TrGtWMEH2+4htrq3ZtkV+srlySWzuUAAEFsDJALdcAH5r/4JteNdO+Hnh2X9m3xLqFxa+Jdd1V/EFtpUWml2aKWzt1VHLsv7wQxNK8WHxHKjDcQ4T6guNV8Otdyy6/4jnWUXH76SLRLWeJfmkCjEm1o8b8E56HHGNrAEejeHdX0MXOiaj4adVBbYbsqgkOP9aqsmUZlbODGckEFgTxVXUYIIt/iTSo2WzO5HDwrFcA5/1ikbUY/w4Y544yCK6D+0Y4bItoOtPG77WhkVjhk2htjeXLlCVTGVOV3biDgAssNN0PSdOGoXHiXUri6kkL+YLyOYR4URsfniYhCCAcJxu4zzgAyLjWLew8PGbQtUg2SpiWG2EUD/ADZ2B1UgAn5lDfMBjOHyRWZf6j4c0to5r/Ub2WyaRFeVxG4hlBBY5VgQy5APTKrnFejSaD4C1aOLVtRSSLzHErTWcdtcB1CbQVcoN64AOM4YkiudlsvgtpWoEa2JJ71oWLx3Ok24gjcl41HmIWAdsHp1zyBnkA4vVv8AhHZJ2uNFtHu1ZnkQ20G0xgHcwPlggr1LH+Aj5uGGL/h7SNHmv/8AhF9PWZbi5TcJFmjK4bJ3ujDpkFVf5sE59RXbeI9Z8P2l0sNl8NJ5re4nMAKQ2iyPJ8oZCrzjeW5UcZwSRn7hzNSsZ3ZL+y8Fny4pBMtqILXKgKWChxcKrZ3EF9u7/Z5O0A5TUPFfw2hUWml6re2ZiYm3iigimWY7c4ZVyCckeuTntVGf/hGrbVoJ28X6npzIxFvYwWsaouScBoiwQqcnk84OMDpUd54w11NNjh8PeHNLsL2PcrLvhUzNwdqy2+/fzgjEjZIIGMHLoPjVc2zR6Nr3guTz42/fi0sVZkdmKkiWTbLjJGV7E8JmgAS38J3XiP7XL49FuqyqJba7OPKZSwRgYJ5B2zgkDAPDbSFn1XSfAo1Fb+18QfbLiSXzIU/th7ZlfafuIzlTtPPyhCOAOgJ57X9Rs/EWrDX7fwT4re4idnijtJJbq0lB4LCOOVVTI7BAeoO4jNLp3iA3KLLF4e8azefmOdRoMM7quei4ZShwcDaRgAZ+6AACxbaHrGoSTW8NsDK0zNdWl/cOkjNk/MZJMfdzxtznk5+XBvyfDzxVYa9Z2lpYWTWLzMbQ6naRXrMpU7gGlaVSOWYKSozjG0ltr7Twr8PdVhWMeAfiDBBGCZNSW++zqxyPlaNXDgZ3ZXacc5GOa6nRvhp4EtIWgh+Huu6pDbElFXUpo2iLgsX8wSpySRlVLcKAFyACAY+j6F8QPC2px3Nl4YTUYkmZ45NNupIo5VCnKrE05jiPGeExwQCOlbWoWOr3Dxanq2j3Wn3Hl7VS+EVsjR4J8tmjZtx5P3mGSTgA9ZLY+BtVjtdK0q4l0+ORUjmjvLmeVb2JlJZXLxln4Lck5RlX7nQ1tdtdJspLn+wdT8RS3kSxhoNE1y8GQT8qgKfIAxn05wGzmgDJ8QW+lG2t7m8OmCRGjjBtr1gxLP8AdmRlGRg4LDzCckdDk0dF1xrvWB4U8D6UmpywCSIussLRRylmAyzurBeh2quR2Xji8nhr4s+I76C81iPxTYSxgqXXVWgUQZJyxgQxupx8wcZxnIORmKbQfibp+oC0+x+KrpVti1sJvEbIcgbujLsfGT0yfcjkAG14lvde886faaddvqIeFL+EztJEik/dXcWLAHI24TIZfu85n8NytrcVw+reFGtXiLLcX40tiHVnKxhtxJVeVzvQ4wT2Irm7fw98Rdauha6xbawhK7rebUPEZm84gncm2LLvnPIK8jpziugg+EWvXcsF/bWcK212sX2iSw1F0c5f+JHVCg5HIYEbjuGeoBu2eowaHbfZrK4ZLoSlrObw+jNIgG7BZWgiXeCM/KwH3iCDWbqNj4otXu/EVk10dWlvGK3N7cW0UoypHzNHBJLKTxks2SDg55I2PDw0jwlcrZ3Pgy51AsSjWk84nEAXKqodlLAsrDcPMJIOduQQcvxpqltqa+RqfhXWrC2tZ8xPazStFGFAyjLFKsnUE5IIUHAK4wAC14mjPii4sdT1jVLj7XFYbXaaw+2kvhhiNprZguMj5iFzknNQ6dd6DE0ja9psdlcmExNPHa2wiZQuFMpVcheMcocgc4yaz9OeS91KSK40bxQLM4MJ/tKULKrMRsxNyrcMDhioyM9aua7GYdKSPRPC2mzxM4L3usa28yxK277gmEm0r8xOAqnIAyKAMa1Pi3+0ZbzTfilZpa280mY576aYKsbmML5CQEqcHrxncpJPfUkj02/kthpHjLVr4+Swjms9OX7M27B8oTbXkOCrYDgqcD5ueM3w5cwalu8zSp0e2XLpa2FveQDK7SzTyFSDxkktkAYXOCos6tF4av8AVbf+0rTSIVgVVabVNQe3PJIXbHA3lsCCSDjJyxwC1AFXU/EPg7wzqki6z4m1rVGml8u/uYTOHtuMq4P3cdflU7io53YAp3jLStUvES28O+KdXNys2WtbTWI1VWwrKMhQ64wQBtB9SDmug8beDoksxYWuurfRyplrW3jaW3jQFG3EyLJk8AbnbJ6AqBmueuYdP8INHLplreXN4IwGbR5GSSIMVIkBiQ4ABKhUIUDGQc8gEnhTwtb212lvqBvkUkPc22syxXiM54bbJFHIxGOu4oSAMhiAVt32nCws7ePwzCbZ7B8L52tyoqOjbzuSRgq5UnIVVY7iCfWhc+MtOGvxS+IfB/iJ2Cq6alBFNdmTBAzJHKUcYDcZXIAPWr3iDUbCfTjJo2mOk8cqOovNPnt7mI4AZR5vzZ5HC4BABbdgUAa8qajf6WbfU7vSb2We1RpbBrW3uFk2sMOzPZbC43KBu7g4J3NXIfGr4i6Z8HvgjrXxGtvAWjPd6fbqdOiAt5Ixf+YqQ7YDGmMTNE+0c7U3FflrX0681F9R+0abp2pW8779l3Pb+fGibVG5UM0rq3bAVevTrnwT/gob4z+JPh3S/CPwr8MCDVNV8S+KbdtI02CKFvtckMiKkcqEKB5k0sbLnG4oSxIPAB8n/Bv4paX8OvEp1GfwBpmq63/b+lXVjrl3e3QuNNMd4JpVQJIiOLiLfFIJA42uSu0kmv1J1Tw3fm1n0+TQNeEfnOyTW2qCSNJCw28GcM2XYFW/hBbtlT+Q3hiPxD4t+IdlfXVmIZ/EGtW20iJYg8klx8pRBhV5Y/LwoHXiv2EjstesLSG81TVb9Zoxsc2t2silu4O0lAcgfMM7QwxwTQBl/wBh3lzZDS9W8Pyvqd4AscUjxWzXEgBAY7nZWcoTkglhuJYAnmrd6F428MwsLWyttrbzcLql8HlmBQhVITL5OBwU284DAc1I/wALYfEep3Z1RNR3NiZTczxNG7FW2sqyxbogDkgqeM52gGs/4h+FPB1tLLeJoaR3UK7rpokafy3yoRxviMROOcHkjJ20ASaLpEGuWZh17VI9OnlmM1tcXt4JJLYhFLxlWBZjnjqwwcHBOKnshoWmxt4em1y3uI7gjbFZaplFkyWyu4boThCWCLzjg5AFVtLhtvEXhxrabxZPe6fHm3ktpNMsoHiZ1HAeWxVuMfeLfwgA4VQJ9P0DwjfNNJ8PvFWpw3mmQLG3l3MsoUhyjK1tGvksWZSd6r1HPLAEAludIN5ZXVzf20GoQXlssl3by6qSZlVcsMSKo3bjlS4253YYlqwfDevpo9sx07wbPYQwtJHDDBd4hgQksAxyoLFznCFuHABPIHTW974jvZs+I9N1F8zMtjczXN2in5uQIixCoSM5yAeAVAGTo3V7qivGNM0GGbzLV/s0KS28tv8AMTwYZF3FgQAc4B6/OBkAHGX0nw98E6S0198HtZiE7vCu/U7ydQh+UOSzuqPydqp+8B2klulcd4p1j4caOI7zVvBfiC4tXXeLqO9uGgmwcBd8kjK6jaCDg9sKK9SPju21fRpbvXNKvlMYw15C0EayJn5XZTO5iO3BwWCnkjgNWjqdz4aYQPrEWlX0UsoiWdrqPy5GIyQzpI5U/MSSxIwMhcHNAHnvgb4l/CLx9pa6Lc6TqHhK7gPzvbapBbrL6s6zcvwpyDGdxbjORXS+FfC3wk1WK4tfA/jJ4zayrHJbyeKIrUqxwwKDZGfvE4wSOTuAPA177VtAubufQltdHsYgFFtNJHbzKOV6HyWZhjIHAJx905GeMX4g/CjwrrD6VfarY6XfO2S13okcIkjDHb+8FuoXOOCzHBwWBIxQA/xP8KdMthd3N5oGsaWZI8SOvi5J/wB6VBMp2zTEZ6fu8qflDKvGMK2b4e+HrdrPxN4x8Sz+WwMdrN4hSLzzx0KW7SY3dwUwMEkcmut1j4m6Pb2Hk3N7bX7KqSm2utUtECoNoDqEKFhtKkBJBkgnnla4p/H+jXizayJ4Qs92F+zWqLMpZ8lCC7FEXcQD8/zDowPFAHUy63P4wmt4fBng7QUtGtVkeeDxvLFeXb/KxDPLMGZgQQVZc+y4JpdSXWoNXW3m8H+JZNWlt4zDFqUV9eqkYHJM1u6jb8wO3cwBUcc8yaP8ZzDaf2Za+PUu4bucZ0yXSHzBIVxIrbYSY+CQBhSflIwvJ6e0+J/igaFJHpeoRywmQLDb6Ta31pMGA+VSJZIlB5HAT5gBjPJIBneJNB8R2VrBH4ku/EHhJQUW6uLO4jit3/55hgHwCeeTzxjJJxUF3HolzJE0/iqBmCL9m/s7VmuHdhglhFDJIN2WViikYXgBcOqvT4ga7c6kdJi8A+LpL7zA0d2sLxo0bfdMgZ5Mncu7IKHIxkYrGtfHni6x1q5vLf4c68iP+5nvHkgd4yBkhUeIbUJZgQXJKkBixFAHQzeLbXQtOHh658MXojlbe8l1rF5KFjztUBHySvOdiu7/ADYBBPPIxWlzez2+vR+GfGCW8UyRxxaXqJSOOMkYjZQHkUHGCGGOOhHNb2nWWpXH2DXNU8G6tp8c0z/bLOLSZZoJEOPn/wBHIlUkY52svua6YeFra4uLl9Og1+2szEsUltcX2pxW7fLvCgzKVddx4A8s4JwTjgA57wpP4f8AEenrpkVvJpvzN9lg1nVTA0fOAVlZYnXgtxuyDgEEHBh1Cx1/UZLi+8VfEe9jW1u9thHo+o2jSy7PkWOSZUWZFAyCZJecfeJHHX2/gzw9Pp/9tQfD+3uYJIy0sMkO8NubLMzBCuQTnBcA8YCkGktm1Lw5qUuj+HJdOS1MbItvHolwqJIHbCgxwsmSS33gwPTBODQByyz+JfE14lteeK49es4YYvKnm07TLi4tmBP7syToysCGDEuxIwPnUsN2vbnTorYw+GtBZSyh57a809NPUHDhm3CSOJugbKk4LABgDzZtPEHiPVLR/tPhDS3t7gsk95f6FJFsL5AHmPFHG4OOAcDAOBxurA1mz8b22uzR6Z4Sszb21rumWafUEd8KSrqYETylLIACAwJXGRk4AN7UNf8AhVoD3Fz4j8N6XYz+bDDFNbJcXDLIwJlLPDISoBYcF264ySBVG/vvhrqniYWltrlnYxzRxxxjRJAqXQAOcyvC53jgHfIOFAIznOcNI+LttpF1rNloOi6LZyZ8uGHxBOsrMAANpuJhK7gHrlenQAYrA0Pxzrdn4pP2/wAS6zcyWZEbXOmapLJJHJjAUCQyiX5iFKhRt4BYM2aAPWbD4a+EBrlq+lfFDXoZorfd5V81jNbSPncUOEaSRCAcbGLAE/NyMN/sjwdpixRapp+m3d/Gqjz5LSW0ziPiZRcKFyAFYYZjx3GRXNeIvEHiHxNqEGoS+Idd1WdI1Ev2HS4jPGgiBKzLMuVADjrg8vzgHD9b8UfEbSJ4NJ0nxHHLcPblv7K1q2eJGjB4HlKBJG4B5aKRMY6fxAA6OTUfDuv6THE2mnW4ZklEMvhi0a+idem6cRBo4trAryVBIweMkcv4i8I6/qd5BN4IudUtZ719xg+y2EolB253CUKsYCkA42YwTjOcQad4w17W1ljv7K20e2gIAktE1L91Ixc8PGWcoRtXa7bT94ckir1l4jtZdWjEl9o87Iu2eK1tZJS0avjB/wBILBgFL4ChuT8rdKAKWv8AwZ1+7s7LWfiWs1pwytcQ65bxAuoCoRHau6L8qg4G3ADEAZO74MudO+Pf7T/7RWs+LP2drfVNXPg6aOPQdSvb5Vayt45c20gkk27HEhM4RlJz5+M+Wy19U/tn/Frwz4F+GM3gn4JeN3udf8bzpouj6LaSuk0c0xwxiiKAAlWMf+szvljwoJyOm/Z88G/Dj9lH4T2Hw+03VvDmsa/eyGfW3i1b7bLqN5IV8wIkEbNsjA2B2IOFLMCxckA/ND4TeGPEWm/tieBfh/48uFSWz+KWm6beWxckRkanHHKu5RkgcjI7Djiv121zUPCtt/xI9DF5fTROoR4FmiaXaQpDGSERk9iAG3bRjjp+S/iy5i0n9vq98Z6lo1xZaZpHxge5eykkMc0cKap5gTLYZSEUDc2COpxX6j6tDY6fexWWk+Mlik0x3M+labcFmlVmwTM/zjIUfKQrKxzkEnAAHadZeCr/AF2CHw/4x8TBmdxdadBGhhaAA7mZI4w2Fb+KNdwIUE4cZ0rHw54Ph1KbXvCsGqWYkV7a6cRNIZVGM4gDs7DHOdu4fxelZkt29nnU9T8VaromlzxBI0Folu6EENsQvGsUmGOACqkYPU4qjq3hnUW1C6vL/wCNetW1o87RSWruttcKxUA+YchUBUFhk8jBVT0IB1FlqHw28QQm2l1BoZ4J41ubbVtNSEPGCCU8sofmcN9zcH+XhQQaz9e1r4S28Vro+s6rpNrBao32O9j1F5Y4idr7VJzv7E8Hbja23btPE6BbfCG3v7iyi8TSapOrKHnN5DOrDgswHlyhj8pZiobG0H5cGu7v/D8N61veJpNnqcdwhEUVwRdyNgDAinSRMlmBIG5i3BXpyAGifETWteiubTwz4xtbqPa6w3Vn4cvJ/K5wI3aWBY/TkMvVf7w3Q6B4B+KFrJPrugXWlksjSStPaNFvAAcqYkmcZXdkErk54zgiobb4fS65q8Wral4Uu7i2+zsvl6ZdRo0Dqxyu/wAwEgA4IZCwAABBBz2PhDwlpHhTQUmjutbjYPLtsbbV7uYypz8hjLFlYZ9MEY6CgDwSx+JN3o3iK5m8S6Bo09lYQLANN+3ytfRFsbH3KpZclQN3l7MEDJxmp9Tms/D0ttqNtrmk2MciJLHFe6TOlyq7gDucDaUXI+YMuODjHAh1bSrUySi51PQY7iFW/s+40rwHcSRTEnOwP5sSR+h2hlBHfPHZaL4E8IRaKtzp+u30Vtc/NJd6P4UaBw+QPMZjE4ADNt3eYWABPOdpAILHxgdR09NU/wCFrWFrcQ/8ftldaPKiGAMePOV0K4xzIjNt+ViCuc5HiLVUgm/tCW+0ddIsmU3V/MyarK3LNsEbkGEFSAQcZ/2eh7Pwjc/DHTbMaJdeJdTmukuVaW9hvkjnixIHXbKtusmwlBgIOMgHHFJN8JPh5perXWseI7y5uJJYI0htNQvPs8MsZK7mVsZVtrFdpQqcZJ6gAHH2Xj74FS3dyniTxF4aaAquLPSYltbtQIyEbzWcxplgBt8tz8ygNn5j2/gpfhfcW9pa+E9ckglt4PLjtbnVbKebLjoJIolY5wDgq557Z40dBHgTwjqkOk/CvUbi9lEDt/YttqUFx8uc5ASBixyAG+bGOck8Viy2Wl+Lpr2WWwSBJJVa5sdHs1Lq6sRmTMCNtA7/AC42srLkA0AZXi74oaNot3PJeajaz3SKsXzqsMu0YbY0o25+YDlQvGfXBwh4+s4bVDfqWKtMsgh8RFpG3BWO5XMgcDaGyuPU4rprnwZ4KVJLTWfD+mCWS5DiCW0QptON2zJjAOSGI3kAfeweaevgmJZoLHSfCejt5qOVl/sdFKMqHC5ZnUSADI2ydskLQBx2k+OfAGprJFq9vd38N45edf8AhNYraJWIwPLkWEYLZw6nqQNoHWtS4k8A6hdS68L6fT7WGPyreXU9be7tpfl+40uVUqTkbW27jgq5yVOrH4UOjg6//wAK/sdEvZPmhvXs7WdJsn5W3qPMQ4YNlSTlcZGAa6Xw38ZfG2gak+oxaldeUtmFtp7e9a3SZ8nKvGrEKDkkkAscElcH5QDD8Ha/8NvEF1LqF/rsupGO6izd2c0UMFpJ8wBWMeYcHkDD5GAWJ24pZrjXZNMlE3iKxuLW7cz20kdyzpJEpLbSQ7M27bg4ZfmyQMnFdRqv7RPxd8UQLHrvhvQL7Roo4sGFHYI75O1iUVeV6EhQQAe+BHbfEvxroUMkNp4r0Wyju4nBE1pD86D5V3qI1DFSeGxgdwelAHlk/i7TPE1whuvEunXj2ymQRR61KiCNApy48gsBnBO3k5z8uATL4EsvEWp7JNP8V2upRR2DR21rblTIQBy0abTJtx3IKjBGSFyOx8OeM/BXhHWQ3ijwzoFzdxSpD9stNOSOWORsLv8AM5UnGODCMHkMFJx0F78cfB2lyjZd6zcvEJVCzWUbAuABv5KqjDO4NwQVUglaAPMda0QgQ6nr/jFbCW6ACx33h9F80huS7uEVWH3S4cDKkYJ4rX0iHSNNms7vSfGEDIJJV+226xM0mW+6pV0/vMCQO2SHANehaP8AEDQdS043MWkl/Nk81zFC0V9GQp2SlCVicZO3zIWzhtvQ5q5pGu6a1/HfeC/F2txD7QC18mgFQ0kh2ELIJcBsKB83JBwWIIoA5Wx0Vbrxc15N4XjcHbHFe6jqsscrAg7iWgQ7QRkYIxyBgkEGxq2seGbu+8h/BMtoso2zRav/AKeZ2C4/dySxW8e0KdwLMSRt5ANbXirxHd6/4in0Sy8CzXVqsQe5W70JAJGkZiTggKzlgoJG5srld2CK53xNofjnw00eo6b8Hfstoksfm6jp5CxSRnkbxJIF5O8B+M5PQgigDb0qCDUppLK2ttDnj8hN1vf2QhaHnb923k3MDtZdpBxl8N0xxcmmeOfDFjNo0vxEF7YzTBk0bTDdLbGNxu4MssiAZBx94g/w+k/iCD4ua7CLKLw9o1rvmMKwatqkbvMi/dAVpArAquQApUhTgADBq6f8GfG97aT6drPgHwlHC07GS0me6gEQ2ksqNl1XcvQ4zwCQRmgBLTwf4A1O8aHxzowspJ70FQbl/NY8LjLSRneQerDIx/Eemz4k8N/De0s5V/tKx8ua5SNV1XVLm4VIynIyGEaNkcFjgjGTmtLWvgRpN68Hm2FraxafZxqdOufELvsbYMAKZACvQ4BUgBvQZ4f4ofBvxFqevaL4D8B6xp1trfiW0nSfZqE1xLY6fGcy3HyRyeXI25YYVCsxllWT51ikCgHn2ofBr4X/AB++K+mfE6SKa30HwRqDR+HrPR7e3M2p6lBKfPuZNq/6hJECLgB2aKbnATd7jq2n6fo3g97PUfCGrLbiJ/KaLUA0L8go43Iu4YLc726cjBpl5+zMngWKER3mk2GnwWgtYNG0DRpBgpEEUqzqpUfLk8O21NoyQDWh4H8EXdhor3t/4pkX7PdtcW8lxcTvAvs6lTGTtPJBViMk8fLQB+YMfhTSvjb+3o3hrTLqFdK1b4i3+oXVxK/lrHp6XUtxKxZQ4Ui3RwvUZA7V+h/ivwJ4V8QaKbXSPGWlxu7FY5RPJdqrA7lYAqCu4B+URh8p4r4P/wCCZ3h2P4gftS30k0Mpl0vwldX1o4g80C4FxbR4xtPJV36DOM475/QG10K+t7mSRtBsb22ZyIrezszGRKMspmSaRSB/ESEO7YOR0AB53Fp+naFFHDqPxV8PTS2UqszXGhfakXBOESRcMNpGCC2Plx8hBrt9M8Wx+K7xbHw9pkuqobMv9r0HygsLIpJ3KmGdRzhPlIGOTW1d+H7nxUH1nWPCOl6fJcTR+VfLp8AaTLH93umcuWyFwQ2SQchs4GpY+I9D0W5i8O/bRBYtEiSWn2sw+a5YEiR4pJF2jjaSB0wCvQgGXo9341tNMaa41G5ELOrjz9LjiMIBIBYyynlumN2ehzjiu1TwSfEuhW18LFHVUHlTgbgSGBV8QzAKOuM+YCf7uSDFPqkqX1rbeGPDE1zIwb/S7WFJUZuOBMRlu5OQoG0fh55Pq3xJ12M2fjnxLbabBJLI1rbEq0aNkjhUB3FSp785blTigDrrfS9c0WUwWmhtqIkPkR2lzoczwuo2s0YWNyV+6ed2OhI4C1m+K9Q8VT6hDe2Xw71SOxs739/a/wBmx3pj5JL7C8bqeemTndkccVV8N+M/iPqF9BPL8ULKXT0kVILqygublYif4XjLojKCRuG4FS3IOcVb1XUrOe4V7PxnagSQjEB8Pv8AZnXsBCZC6A9PkLFdwOW7gGXdfCrwKbuCSL4tWFnYRrPIsVnrF1aOkT53xi3eNcg7iNyr0OdoHNVPHnhvQ/DWk2154OttLt7VwI31K2UszMq7S7LIsZwEL42BiQT17Wpfg38E7W3bXdZEkt3dHcHYXEzOYlDMyzOFXBH94gckE9RXLX2u6HaQf2boPgG0ltpHPnpfWcV5NIoclBiFlLYDEBtzEA45GMAGt4d+IWjeHJdN0i3+J7XL+Wst8dBdlV2AbdHscLLxjBU9C3GMZrqn8UaD4isf7B8OeIPF18dJjJS2uP7RmtJWyzELLDM8iL8o+UsOWHycknyu21jWnkGu+Bfh/Y3gLt5sZ0QB45tpXYUYkomORhvUZ9On02x+P/j2+t7vXPh5YPbjbFGkEke5Y8Lj99Osrk5A53bh2waANfX/AIheMPB1rc6Vqnh66i0R5GgvdPe5/s+O6ZQPldwsskmwuoBbAwOVyM1V0HUPBfiLXdJ0JPgTHNcvmJxc3Wmo8NuRt/dvEInI2ZHLDg9WGQdK0+Hfj7QdM82x0qKyxMxuo7GzS7mbc2CzbI3bOCTkA5AbsWFGleBPF+pXSah8RNdkuJd/nfbn06OGaFBkebuWKNl2hey7ipAYkECgCe9+H3iTSDrMmi+FtOtdOimU/wBn3ni/zwQCSzqollCHcDwYs53DB77Ok+HNG8U6nPKLXTLkRWm20vTePJIjhSAu6WIHJUMyyrlSGwQuSKz7bwjoUcgkn0WTV7mSMG3nOoG3UhsblMpfMrAFThW284EgAAIuheKbyS11bWrzw3aaJaQmBtJl0Wyu7Ux8DBhW1lWRiOPMBaTH/LQZJIBJ41+FPhxfD11byT6P/aFtHDAn2iBYrl0Vx8ofZHE6IMnG4N0JA6DntNsJ/EPh+fwpfz6FqUMIWG2m1yG1e4tATkBDi5aUIcNgkYUgAgZrX1rX9D1XU20GHwJDJDJE/m2elWRs4buTy2VW+zoRE/O3mQLhcHKnpmaRC15Cok+Ft7Nf6aCbYNp1ui28uPkkUxHIAA6DPcE8lnAKNjqeoeBtbF/rviM6kGVH+22VpPbCIpIrB1e0hk3tuHV41IywI5GdubUNB8Q6sk6J4f03SEUtJfvfS3V1KpKnayfZY3ORkBSGwBwQd1Ubb4d/EbWNOHiXW/C2qz3YRUt79NRu1ZjliZJLdELSqNwG5VOMjO7g1ut8Rfixpd3ZWd14k0PT2llAjnhsYoN5UEATLcRYYZQ7W3MQcMOcUAU/En/CifB9w1hP4lvZbu7VhZ250aaaK5jK9VWNA3GVCggnOQQASapaZpfgHU107Rn8MhA9tIzLFYNC8LlmYPHB5TYAGckN8p3ZXBAPf6zoVz42nhn8U+OdAWSeElTp0NjMb1QcBiIkfksGw0hRGyRu641NNfw7bwr4c1r4nDUrq6tlNjZ2eFnEQyQixeei7dpKhguF3cFlBZQDiNL8XanaWdr4ZtLbXY9MQjN818byxMiDAyq4dWU/eBjyoXgZOBR8Nap8W/FGtz2q+GdO1nz7Qobg3oaaWJMABCSrFBzgAbl/iHQHspvGWg+GGefQPANlZpezR299p1jtS4nfJCgIJZI0KgZLbVBB5Y9A/Tr74fjw+bvU/A2lT3UaytHZTaeyr5Su5EiuoMCTnbHncYyAckhDmgDj5tQ8ZadqE2neHrfSFIQsyXXiya2eJhj70bmMNgqpOzAYqMkkVz99qeoCIp478deA3Et5lbDUD5yx5O8lTBbXBC7nOQRg7jwMV69Zax4M8VaJYRm9m0G/lkcx22s6VHulBHzKJ7QzhSFAbcMlAM/KNxXmvENj8IrSC0TW7DxHK95MDNJNatJGTvYB8YaJWA5O1QGAJw240ActcRfC+cRjW9W8NmOZFjEmlfakDxJwFkBiQnkAAtHg7eSopLzxf4M0a5K6Nealodlb2a/ZbzS1luBLKGAcqrBUwTnPXnscbh0niQfCWGxt9Nv/AA9L4gYpuhkggVt5AwYkCpCEY5GcAAHZgt0GR4c1TTPD/hiW78Gfs3TPcxBpvIi0q2kMxORkyeUJ4Hjb5copOAuDtY4AHar8dPBnhrR4/EXin4tXf2T7EWaN9C0+SW8UYxF9nkkinmc/dVIy5ZjtGSecf4dLc+Grq88WeLvDWqN4i16SCTxBpmkabYi109FDeRpyPKxQxwsXPAUPNNcSqB5uT8t/AX4P3fxr/av+FHxm1r4k3Xi6+8TeBZfGPiS+vwk32PUo9UvNOgtkBYhEgeKzlUSFNojfbtUKB9s+KPhz8cLjWpzdaPq89tdQCQxR3WkR2jY3BZY7b7UyjBbneA4/j4NAGdrPjnxfpUz61/whkzWMoBiRPDaI0YXB5KXOCpBB35xlfurjnkf2jPEus/8ACg/HXje51fUtJnj8J6rcW0cqpFELhbWQptiUkMGdAc5IBRSDngd74J8A/GmC9k8E+ItO0yaKK0eeyTTfsKyFHBRiI4ot6khsErJGwYLg7gMYHxP/AGe9S1e21az+Ltp4UttM1qCa3mljaSz8tZEKu8ogtnwfnU4k2/NwBy2AD4j/AOCSen+DU8Y/EzUtYtbc2ttJp1vaXd1PFBeW8f8AphO0uQAzFUDAZwQvrmvsPxboXw18WWdkZdV1nUR5wXal9HObVSCQs42uI1PHIV8/MRj5q+Q/+CSkngbxF8dPEvgrWtOgvtK1nwLHqs7yWhkaG9troRG3jy4+Ux3xlJJX7oB9a/RLRfCdlfaWNF0PwZe6Ta29vIhvdBV7P5w+7BMMrFjjALZYfK3OKAPENO8HeC/B13I1rpmpXunTXSQFbO0mKz7m+QOkioOoIDKvB5wQRXUw+GvgvqaSQap8BvE2nX7p5kcyQQXYL7fvL/qxg56cjDcHrXeeLvB+teLdEt5xL5UotpYIhqLjzpVJG6KeHzPJlwo3blUhupO8rnA074Y+AvCtiL7SbfR7pVZHiLR3jtExOWXyw5JTIBVgpxu6AlqALNl8Wfhb4N0y0F6dWVp4TbXGlXVnFvaBV2N5ke8oAQDhApP7wHJ5A5bUP+Gf5rZdJ8HTaSbEyBkFxbXMb2rnBKxvuiMZxjlBtO0jOdoPWaFbte3f9tR6pcWEE7CSYnfJbxkKCwMTxuqEADkKQCwHVlJ3Zby30m+itNGfV9SWSzLWM+gTrZySMAMCMI6TrgZJWRSo7gDJABBoGjaHoJ/0DwBqP2l5FQa7otv9qM0aqNrOHeFsMrHG9XHfLEZGzqGmaiypdy6dcWss03mq9/4agWVyvKo7Bl3MQrDGMDpkcUqeIJfGFqLfxN4C8VQ2yZltpnQs0Erl3LLJAQzhgvT5kVn42qcnjdA1Swtlkk8M3mr2tsJT9ut5rlSLdlIDxyhLncDwSRlgQDxlsUAY2ufDC/luE1DxJ4QuNVlgt2ZZrWyurmBExuOVaJPKjz1EakDcdg7VoWOjaJo/hiLVX8Q+H9KnklCCxj1mGXylPGXRknmwc4LBY1GCc8BhrnwZc6lfJ/wj2r3EdrbRpHKgtLKGXcBxHEWj8xeibsDrycH5RQXxzp/hybOoapf3z2cu2aeeWSbyUPGcpAAFYbgGYH6pmgBxv00+G60NPGHhfULuSIwppkFvIYlwxBbfNMibwV4JAzuyBtyaqJ8KvGOreIrPxLH8WptNto4yHttLE9kCDt3o8axGNWXJB8zO8KSuV5q5qWv+HodHSLwvp2nqt2p33yaS7iB/nYiVlMPlyLwdsob5iMg4xWS15o2iI+neJPEN/Ni2VGjtrm2hhjjDYIEYRQVHP8JDHBBJJJAOig+D2reIR59z8Z/F1qbHAbUbe/t7U3ClvkEh8xXkz90OFJz7Amr3irwd8IdVRLHUrtbi4vrJhZa/4g1W4RJGABKb5pFZZB22plgwAzkVwcPi34fpqe/Tv7clZhGZrdbBnijzIACzxcJgYU5UA4ONxznofDFvrMekm81Txjaw3JvGPl67r8dsJVIJjAhYwsMk9QnPAAPOQDqvEXgoReG7B4rOPTbdBHHY6hp/iO5itlnbOw7ZpUO5tyggJuYk7nYKTUejJq+s6mbXxD4Xs7iWOVjHfXFtK1zFglQqZURbky2GbAIJOXBU1w0+iaW8Nsmq6tqBtfs5NzfRLf3Hl7D8y4UxCMHkoAp6A4YE0eHLg2QTUNP8XWulabDblnubfUhG7gMFJeO4jE+XxsVQQpbgckAAHoeq+Ep47jSvEl1PoWjAzeUlvc6xCkgWSMBmVoi8xZc5LMzJjkFcDGtZWfh/Qp7rW7qGG8nVZJPLsZdQnNwVVYxIsZiUvjaDtQEEjIUgE15VrniG11CBrOXxQ15dyZt4zpuoW9q+oBsMF2zmVgQHIG1o3YtweFIyfDnxf1Twrd3XhWwt47COZY4SdV1NblYzk4f5WRYztOMiTBJLHnGAD1z4reBdH8a2drrKfDee9Ty4mmivPtFrOc5yfsxeGJWBU480Lntu4A4a98BHwp4lgluPBGnXECPhbZLCAiNcBlUrC2NoJ+6VYnHPQ1geKfFPg3WfFsOtax42vra4sxta303W717RzjKMJA1wqZPUIxGDwFIzXVWVhot7NP4/TU9S16e4syEjjQOfNOQFW4ntygQBlxuxIzdD96gDctvE/wAP/DWjXmgy6lpF3DGfPew/4RBpYd+QTHDKkKFn6kqrAc8kjBrk9SsdL1jwvNqPhfwffajc4I/s+VJrM2+3IUqGnlKovGNgUAHgqDxatNV00XtzYaJ4ptYEnzDLb69cT2s9pKAGeMTrIsf3VOQuMDoayNZ1nx/bWUQH7TemaYUULBpjeJrR5o4UAwiW5VnYbedzDc4I5YH5gC18NvBHxX1Xw0NPvviF4e8N6T5DrPBY6bBDMd2cHzApaVumTK5ABAIw2D0uifDPSYNPFxa65eeIZ7KNm+0SmNowV2rt8m2SQZByqyOqHAbB24qDRfBtz4ytrW7134tadr9rc2zTG6sbnyERsf6nz0mCQygf8ss8DdleTUWr/B+y8G2ra34YYS6kIVmYaWhvFuGG7C+eHIyG5ZfMZgASEwcUAb4Giww2N7b/AA40x4PPd7k3/wBhk8icKQAoh2GMkgsrqwIGTtVgTUmo+I9c0m0j05fFGrtPcOZ4dL0u2WQRIMsp+1zrI6NhQ37pnPzcgkcZvhXx58WtDuvsyeGvEkNlewKCJrMXa27Y/wCWduqltuefvvvUoeKyp9H8d23jGbVvjF4q1ldGup1CjVbJNPgiIJZChkMckTDOFVSOqZB4wAbEej+DFa3S98N+LReRXTsZbfxDvMU5C8SNlWkQ7lOQW24zhcVU1nwZ41XTDN4c8a+I4tNtn+1PGYIZrqCVdzSKW8+QSgAkMhZyWb7gOBX0P8Mv2Pvhf8b9OTxL8M/iFo/jGUJFJNorTQ/2lZsFZSGjndiyZZirgsrj2JB4f41/sq+KvB2qKvin4J63OqSyTNJ9tiiYxqjDAGcZAbI2oMkKNwoA+T/2Nf2S/BP7Ktv4kTRPE/jKUeJ9TJkz4UHlRWcJla1tyTJ8zr5rM5IXO4/IMAD2CDwvo+uiS78OeKfEZjsrmOKTTNf1Jba1YmQEmNLpDGyZUttR1Zc4wNwra1zwlpM1ounHwdfaJZJD5yXEWjhboyMNwE5bMdww/uuQSCjYJNZegeLfhJceE49Tvb7+zr22jFpcxS+EbizllPzDc6sTCzk8LsdQdrAqTwADo9G8Pnw9O+rJ4Z0+4uUbNvNb6dCy7CQTNvt7ebcSDjfk4Az8mM1Z8QeILu9sD4a1v4IXOr2YkdWtNG8TmRyFYqG4lWVl/wBh+CDyDt54/wD4XJbeCdJmez1O11aNUMQsHmfTXfzdzqYlUCOfAAQ/JlCyg7mBNVLX4jeHvFWnWl94c0mW0inhbyr6+8SLD5TngwxzsiRptAGI3ZQeGAbG4AH5v/8ABNTS/Efwi/4KVyfDDUPD2qRLBN4k0OeyitJLiV5oI3MsOxQ6M6CJNy42qVBOAM1+pGoeJ9R8Q3n2XUPhpstFuAtomtaVawCXJK7VUOrDPOCqhScDtivzO+Guv+H/AAJ+3z4C+Img+J7LUJ/FHxK8a6haG7YXDBL6Sazs42zv8wyYSVXJZW+0o3Kgk/ofZeJPjZp2qIZfFMfhqWSV/tsOutp8Iu3GI9kKYjDrgnBEYXBALdDQBTvbjwrCbjTrY6jHAXw8Wn302nG1nYspjW3umjjbYrY3eWwbJwTjiea1g1bxRaa+nhHxVqNzZzItrcpDZ2srMqj5pPI24AYAEAvn5hgDipNUvPhdZaidO12OSG7lRhNcabbamYMSOvIQBg2doIaNjFgcDG01r6T438I6fokep+E9Smt7KGBXvNV1LV7pJGdiFyscR81CeuXVcfd29RQBW1DWfj5qMp0ZvgPcMjyt5bW97L5ZcgEHKtuwCudpZRjAUZXnP1B/F+oeINM8L3uqPpVw10YYki1OKEM7ZCxv5j4kDYIzISwwPUE9Joen6VPHNqV9cDxOjq+6WDW7q78tTwNqm4R0weCWZjxkoCNtO8a+BvB0+m2Ot395oEV6GZbaPUvFcBkcEjCpuPnP0IVcs2RjLbiCAYGv33xCs9Rs7Kwj8QJbQoRNPLqkcqwxR7lU5BmiAwSAG5wqMdzKjDK8cQ+J59RPh+6a81CzlCSwWU0A2Q3HzBlO1xIXPG5W3NgBlCjDHrbnwZb6XpEp8XeJdOubjUPnstNt1he6kiVgREh3iQoBx+8kPLbQclcVYNJ0DVNUGnXniYxqLcxo19d7LN87kdN5XcHACqFeckMBtD/LQBj6N4I8TQG31nWPjdp97Y3ExUaZKSrO4yDGkiTBeHIJOzno1cb8QvB/gGQCWxfT0txI8kyadr89zLE+8lUVgrIrD5t3zcYPIxXQ+EY/j9c7oNE+IN/LYXOEa6s/DjIzbMBt5dwEXaMZYsCTxnv0eseI/CFv4ns/EfjfxXrGmXJstjxy6dtjZlJDOVViBlwx3iMLgZ9SADhPDvw6+HOl6QuqaXprW1vNZtNdakttLNLEyglwXljeGPBZfQknk4xnFsfEXgrRbyPR9NsJdWdkMk76xoMZWNck5iijTa6nhicepHL5Hsek6j8M9RtoL2x1O0u5bmIxxmyvUlZ2AB4VFfDZ25RlQAnHTJrB8W+OfA2jMvhvWPF+qaHKrMFTTI4LqXJLZQP8pB27T93GWOMjmgDg7/TbPXXnbwLpelaiqHf/AGfa2d3bltrdTBA7NnkYcKMbTnJHEL2PxXRU07xJrKaFa3DqsyaRfzPNKgGAp84s+cY+XeDyOBmur8M6z4f13zNFv/FPi3X4po5Ta25EIaWML8odSr/PwT8pyApz0Gd+60GTwrYy6fp+s3emy3YEdkdasYWBYn94m6N3bbn5OV49OtAHPeEvgL4FsNMmvvB3h7WNcnJBlu7q3klilXOdwS3ySDjHO7qcEGqviLwHqfibXrd7HwmYxbRxRo1vPJ+5IfeA8E1vG2BuyCWyOmSeRfGg3UCz6cPiT4KaaEb2gi062tXwW+bbLNhpCpJz5aAA8/Lxjas5Jddv4zJ4gm1TUYAr2LS6rEIYM7txWKG4kkdvmwu1OTjIoA0ND+FrabH5upaSunXlw37xYYo7B5XxyWCtPIwyRkKAOTkYwK57XvB+tG6litdE0u41SK8kH9owwMIQevliN5mEjgkfMGB4PGRkVfHnxCg8I2V2ug/E3Wl1NCv2vyNSMlqs4O3ydzNEEKhjuZlZf4SrferS0f4w/EW/0eG28QfCDVdU3xeXYXmm26W8iAcBCkiNwMAbosD5uBwBQBk6dafEWfxStl4dvNTk1O1OJ44likjBOQdy5UxqRwCR9N3FZPi/wJ8RPiDBdCb4u6PI1vuSSxhKNLHjrGyxEyK45yGUngnIFdWnjvxL4heW2P7MMb3UCmEpe300u2NcZBT7OSWwPu7GAzjIwS3X+G76TX7h9Kl+Eev6LeROhtdNbXzCrR4AyrKiF8HJHA4447AHC/DL4I+BtP0KO/8AFOs6pLJHH5THyEgSL5S64aRWDYQEkHBPPC5zV66+HuraR59/pcfibUrU7FsLi0jimt1tVUqfNeJnMSlWPIA2ZU5Oa0vFHwB0/wASeOIpD8SpWW+lIXRtYlS4EbIeD/r84yThl2kE9SMVDb/Cjwdpv23w9qmkaWNQMapdLdahJPJGmAzMYZCjqMlcNnByRwCKAMafXfD+oaT502o6ctzFAHFhd+IhcW6OSE3Ng9VBfvv79OrPDNj8MLnT49W1+OXVIbMGOS+XXfMt1fKARw/L8pztypycjoc5HT6J8KtA0iHUdY8DX/imzmhl+zN/wjlu1tg4U4VkfcykdmcE/L1zWN401uPUxdajq+ieMdbs0iWB5Ne8UvCWmDZZWjlt5liI52kMc8Z20AR2HjXwp4icaJpNxcWEYE4skazf7RcSsWJVJFIiZdpKKuWLfjxwEnhTxf4yupLbwvPeJbRweXJLaa6qIhA5FxHIhKEkFuTlefvdvYPhppHh3x5pkb3VtJDOrkRXEEsd28MjP0csIwxOOWEiHILbT90dlcw2Ph28OqtZveuIChnt7n7FHMwwrqzyNMu5ADnaScp7gUAeHaLc+PPhbr8E/i3wbNdXgBGj6pP4olKCcIzxx+bFCPLMqxSEBVDYjYrv2Nt9e/Z1/b7/AOCqGkfFLS7jXPBOj698M9Qu4rbWPD+tRz3kdjCZGR5Yb50UqQGUBJSQdo4BLkYln4l0Tw1et/wkngzW47e8WUees1p5DgIWkBMm0ucKWZiHA64IXdUmufE3wlFYiaX4fq0FpIDosus6Ol2qs0jtLKse0qFyyxjy5csqqcKMLQB9w3f7X37F81y2l+JvgFeWt79nlfU7fRdIExgWNQrbktSSpxjG4DvgttNcZ4k8f/8ABJzx1E8upf27pc00bpPbjw5cvIowQXKTW8oHJGD3246Zz8n6B+0b43sdWnSy8ZW+h6DPOzrZMyrDFAPlSOOCRUIJAVNu/AHQgDA2PHeneFLrS21Pwf4Psru7u5EZrmX4cCRiTgjLtcMpfLOANjHsqHPAB65cfs5/8Ew/izqJhtf2gY7SARpBbS+MPDL2kchwB5cUyC0V325Owc8g7cAg/Of7Sv7BX7H2r6LL4D0T/go/Y+CtOe+eXWLu18H6o1lcRqHHl3Je5eEqB85D4XIVX3A1jeIdRuUV5rbwO8V6imTzNSt1tLacoMeYsf2Hy4jhPuBsnBJfAIHmPxJe7he3j8b372Uz2Ty4u72G2ZYvmI8sCC5MqkYyQFPyjrQB3Pwp/wCDcr+3/jr4a/aU8Of8FC/hR4o0WHUbTUdGm8M3CWJmWCSJlhgUG6jjUoiRKQWMfyjacbT9b33/AAS48RyeI7fV2/aA0+3UcWsCfFeEI8a458pdIj3humd2UySC2efzN+CXwoV/i7czX3h83GkRvcJHcvbxRLOrO2yTzJLdgisojG4qCdhGV37R9X+FfA3hnTYWvLr4BaYIliKi8n1ONDFhGGUa4gVJAxxlAQMc5OeAD2Vv2PPhfb6iulav+0J8LbaYxSIYYvi4u+3cswYt5li4PGcY2jIxtIO6tm7/AGXP2bPhVbxQ+Iv24tKh+yl4ZYNN8Tf2tNCT1VRBAjpng7M5Hrzx8/a1pHhfQW0or4PstKW5tvtF5PcW/wBqk3LgLHHDGsSANujUSF5BnjYcAmPwVrtz4pv5tT8M3GlKTM9sLWDUrv5IuPLlRGnMaHCrvRwMsgYEAhaAOr+IOtfsl2Yt4tA8UeOfEs8YeC11IaC0VssxLH71zcbmyR1UKyqcg/wnjh8Qf2cL6e50uLwDca3Jc2ElvAU1CKIFTHEwmWIRvhxtB+UnIZgQQOOQ8YfDjxx4t8aM2v602oTQTMyNbanC7RDPO2NCViOcHIP3uSxxXQap8DvAms3sbeL/AIjG21bZHJbQvexy3MuVGRIq5ZHJ/iV3BB6HHIByHibW/BGgxLqfhH4UxWdvOxWC1vLU3SQ5AyS7AOrHJ+XAxgEHOCH+EPiVDY6xe33iS7tvKkUsNNa0+xgn7odZgGEeGCKRhVJkGNpOa9FtPDXgbwjaW9m1iL2LBEiah4g2s7DBZQXs06cHBBwMcnOafZeO/gEbSb7J4N1WC8MJSIw21vdIhA42CaONZDz045wctjFAEniLwb4n1Pw3NFrOvatBpVnKk7apa6lJ9qk3Y+UsY4iMjB/1rdMHIxjgJfAXgKHVE1vWtG1R41Ypbvc+KGklXYFALqvmlcf3gQAAc1vahN8VvFmvTw+L/hKjybwEaG5hM0eOMOPP3SAEA5DqV3Egdcaur/ADwhJfxWuqSW+kXEqmecWMMsU8pBXHmyqxwpJ5ckDIOWHWgC7qOqaYbRbDwhr120FoAyObZruHcR8zK4mBzkEEgjBI9OIx4t0/S9YGqeKvGGkGaW2Uz39lokdxfpFt+UHFyAQRlcEvxjcO1c/q/wALtChjkmfxxcwafp82xIdOtLsxTLtztWSBXJJx1BIxjBIq2Ph8bDT1hk+F0+rW6YmttQksX1RBuH8P2+aJo+MYOOhzsUrmgDRl+K3h6A3WqaNca9DZzGRFhS3trRr4HIKrLHcM1ueMlQhBLH5VJrz/AMQ3nwavtTW98C6fqF/qNw0YvG1W4e0aONVAP79S5mbA2jO1RjP8WB2EvhOzvrtDc+BJdHjBVLbUNUt7Gw81weiyRXDKUAB2qEJ6E/dFblt4Hs/D8jS39xY6JZxIEd7y5+3E5RsMqiOQPlgSAVJxglegIByI1GPU9ZhstA1fSdIimgG5bPUBcrcSEKuXkMTZyAoIRSCDkhsADX8FWfxo1GGfRdXm1ebTkDqx0+8S4t5Bg/L85iZTznf5TsN5YckipPCf9oXWmXujvqsOrwXKKhm1h20y3eIuVbbGLPDYYbdoKN6A9nt4+8GeCorrQ/Cer6fM8dt5C3selzXwDxsMxs00KqMqeWUkDYVJHIABSj/Z8+G+mR+Z4nsINOmggUm3W6aU+Uq424T7+CDlgOnO3tW3faFpnw7jN/4X8Babe6ZNZxEyz6SskgJGP7wDY6bWUt8oBXn5ca7+IOtXWn299rH7S1rDbM7Sfa4b4GOQn5jHJENrMgJK7TBKDvIyQd1cp4y+JVpdzGa/tpdfgFxusbvQE/s+GxZW4K77cSk4AO4hVO4jaeaAPQdItvD3xCv2h07wbr9gwjiAI0AzCEqd23CmICPcGI9+e1aA+Gtp4avYIr/xbqenRTXAPmjTzDFO+AQcRSOOAMfPghsAKQSy4GmWdl8QtFtI5/hzf2f2CNjZyXmrGRJ45FPmYRBDGJCcnIYHHQnGDuadoMGi+Fk0u+j1S0AEYi1PUYI3YMVUqkfn3UkrAsoGMgZK5BUYoAtXupW+kadIdC8aambyFN3kXNi5vZQeSEjDQl+SuByMkHjGS3wP4vvtVtZ9S1PRdctbSNtsd1KAJ7aYqQJJIklUKGBIGDnk5zya5e68IaLBptzE3hC91KS6h3TSWOihy28lT5r3MgjEgwclM8EhGPQM1Dxf8StWCaP4G8GPpcaweVZ6i2hRRsYtoKk4ULuU84y23dwThmIBveLbzXde87wR4unWbRTGJI4zpEizznAPyEuTLheApAH3sjgEv0L4W+HNPS3mtoNW0iaWAo2swax5EjAHdtEcTySSAKx+U9zg45xH4T8A/tIWLx3lr8UdM0+zlcNcm1+yv5ZIU7kjMP7ltwBzuA4PToLbfCnTtdlmsvH/AMSNW8QTAyyT395q6i0uNhKKhSJvMlKngEpxuwGAPIA3wZN4Wt4p9A8U+NdflSK6bz59NsJJn+zscgPIkYcMR95w3XHy8fKniT4g+H/CTXfhjw54stPDlvcQswmld7RpMLlftASMO6twFUsTt5z1Wrd98E/hHP4aiW28Rx6Ql1I5UQ6VcyxSsFB275YhkADJVjjOcHIBXnfh/wDs6/DyTVTb2XjZ7G5X95c2V9d+Uphz8425kZ1ICg5VcEkHHWgDmG8H6rruvSax4216y1ay0+XAWzWKXzRvGQhVZJg2QpyQpGFO4YBHW+GLibSrRLvw14IFkjQ4j1XU7iURwybgAWQFcEZK7t8x3MSAAQK7C28O/Aa8uboeFLfwjqF/pqpFJc3GjAxudxGxHLEuwGdqlApBOPvMa17rxF4qvXhh1HV9DurdZCDDqk1xModeEkQHBYnnjPHPy0AcJZeC7uxZ3mt7O1v5naRrq3t442mGByrJbK0hLBhjaTjb8x5K834n8YftCXmiNpOneDbhYYg1vKpnkPmR5PyupCnY3cAcEY5rb1rxF8E/DWtXOjeK4dA3reHZINBlj8rK/MVJjjw2c8qzNyMDliujrN5p+t2NpeeAtLlmuZZfI02CHWrtArbslyj3WGXBBDMCOQTtKkUAcf4A8OfEe7tiNZ+DGiag0waKXTtRtQsciN1UO5kdcgsNiqFOfukFts/inwL8B/CHhi7utS+BlrotxYkTf2ZbSJLvc4BfaVjSCPcNp5BbIyp5FbK+CgNOksPiW0ug38sDp9vk1uSR2BPSCG3MvVhyf3e0LnceK5n4rfAzwVceB9Uv9O8Jat4g1STTfJ0/UNVvmZmDb/lV5XKqxCr8jsT8q4GTgAHlnwdXxS3xctvFt7pUVl4XkZ47TStL0mDUMpIhEMreeg3EumNzKMBXVS6gK30X4mi8YeNb690/Q77QryxnLOker2oW4sSUKSL9nYvGhLAZAZlO5cMMbK8O8GfDHVvh7pMWl6Tpfibw2JrVZ7/TH1OC8eXJldGKwyB4403sTs4JYvnKc914OstalhMa+N9Lsn+1jyI2aWxdmADARyIcKdrMcFQCOrE4IAKlx8GLrwd4qgtj4sHlxxs4sxcxzieJ8q4S2L7CjEclWyNvXPFddpGn/BvwvrqXniHxCbO5sygeWWyeZss2WwYJXZcdSWbnAO3rjrDpPiW98Oq/xk0fQPEelyyP9hm1OSJzKvBdlKx7t4xlmVhkLk4NclfXnwh8Ia5a6D4I8K62Emt3ZToE0E0LqrENHK18qeXgjPBwoOSxIOAB3jTx58BPFU0bR2cE0spb7dqWu6dIs9tCrJiSISQyCaRjk4MgIXHJNSaJovwe8TeFhJqtna39layGNotC1BXeEk8eXAY8BCc9HG0k5U9uj0XxdZ30Mb6V8MbWMW4Z7ie48QWGpFQCQEDNdo6HBJ2ouCcg5+U1fuF8NaXJb+JL/wAcR6DYyc+ROkklu0pyxgjjdgAcfNmP5SWGWDAigCp4f8OHw9Hjwvfald6clxHFHpuo6BM+/fuARpGjOAMdgwyTgEYJj8SeE/Cmgp/b/im0spbuZ/JIutHg8uE9VDNIqv16HaORgYJxXU+G7rwRqOg3er+Fbew1Sb7O0d5fw2lhbFotzkBtzbgAeQDxkkgHNcHq/wAafiV8L4YtL8P+HDrGmy3czzR3N99thnLEc28oURooPVAq4O7AYZNAGZoGg6PNaWVnot94rtLmMpKL3VI5AsiqCANs/nFgBlQQW25OdoNVfiN4M13SNeXV9N8D2UT3paSSe/3qkh287okfynwRnHf+6DzU76rNpWkW1rpGr38pQxSNLN9nmkunGQxWPdLCo3DI2ooIDbWJHGFr3iXxb4guGi8P6Rqmn30zupv/AOwY7iRjtPKlFKocA+2eSfQAk8H/ABC+I8S3uhP8QfCscpvUS/t5boaaLZCCFaMTQ5YAK2drcexqhrfxQ8IaJfT6dF8TtIM7MfOSFJbw7gRys4heQcjaMsp5wNy9Od8EfCTwdm5uPEnxG0uxnjQm6tfEGtwQSBmJOXiZSxzjjaueeT6aXhzQPgJPrb2kGqWF4q5BjtUlVdxCkMhKopBz97np3oA6TWf2g/g6y2Wm+I9LPiG6UruuLeeO2lRQ3EY2NA33S68hQcnLEnml4n0zUfF1iH8I65p3hzRBHvFpe2M1lKsZy4SRkZpDknAYEqexwTXQXnwG0bxE0EOhWot8QkQ3zot27IwLeaZJn8hUCkghBu4zjIJqXxz4Z0Hwn4Pt9HkgvlvGlJimWIXUt0cDaY5YpCkKAFTltuPlUHsQDkk02XwP4cvLLU/jJp8aSOPIeeykubp9oGEjby3lMeP7uNoBwMgiq8nhjR9Q1aIW+lw+NJoblZbuSDVZDGm5QoV5XSSRCQo+V/L+6PlPNVNC0SXSohKmgT3jG7Z5LjUNLF0G4OTw7KSCRx3HUVr6dd6ldatd2eheFvCjXFkxjvLzTbKF5gFY/KZFIiDN/cRc8cc80Ab9l4ws7CBNCuv2Vj50FswtBa4m+X+LEzxgbuN2Mg5GMDqaen+KPh217bG9+D3jSxu7viW7l06K7DsTuJ3rM82AAwCpgheg4qLWPG3hrw/c2/ijxcurM4zCgutJltIZ8KchHlWNgwJAGOecjjGIX+P+gy6W0/hrwH4nt7CaB0stRi165Z1kLHqJRgZ553DHG00AeoXmuana+Etvh7x9HpM17I0VvcTeHZEm09jtAcrO6kjGdxKk/N0O07asmoX0usyWXiD494uHtYzeQGxlsoHGCHVZduwlu/IJ5I6YryjSviho2lWtpL4Y1K60y78tfn1q2vZpHmDHa+6R2iZQSTtUbuSe4rf8Nz/tE+J5PtOua/pa21rO8q6ktvDAwDZ3BlETBwR0yrEEDGKAPWdCfSDpMGnXniW7lgj/AHrSXeqJLHIvJCsWHzr3KBm3EYIPU5d9q3wj8W+dp+l+NorXU7fzCHTRonslkCqQFmktZE3glvnViRsJPOM+ZjwUvxM15Y49Ivb+4tgZba/0+O+tbd8twqx3DkHbkYICZ5+U10s/wrt7a6Gl+JbHVpppBE0q3tmkslwrYDJ5lwBFjCttULnI+8MAkAvWer+HZryJde+Jnhe9his8XVuPH0ckkUiBArBsfOpKsduBwen3jW5N4ns/EWizaF4T1PStWlRgI7vTTCscMROTI+xScsVb76MrL1bAVTxek/DzwdBIdYtPD8um29zuCX+qWyf6OmCSwifESAMmA22U5ydvHFHxJ8WvBfg3Sn07R/FuqaqjR74CLKJrdyoIwmLZmbljklQcKBuAAoAs6Nca3qF+dKAnguYDJbvqdxYalDHIVfnbJDCPkJUDO1cZ5GH5tS+C/Bra/e6rrXxu1XzVhT/S1naMhcMhSMvDH5shLFcKu4k5JIJI5zw/8X/hp4ktTZ+HvCb/AG++DLdwaVFcpucgA7FDRqOB0wWJzggnNdfo938QfDXha90/R/BNtZWFw6yx2F3o6wXMi8guY5Q52sufvPvyo5waAMCHWPgN4djCNdeItbvLr5YrS6e50meKQjcJCYYYd6nI/wCWrNkEhTgg6ev6npfiWNrC3udRa2ltEdVh12S7LNsJETxJcb2ADEAlS+dpzzxEnxB0otbx3nw1hsWibbDDf2ZW0tt2C250SUR/7LyeWuCDh8DOvfeNfiRpfh+4n1TwYbSGZ3LS+H7glpVySC0onjZtvQhdwPoM4oAxbD4ff8K9hefxdDe2Vm07yW8VxriymVyCxKRssit0B/engNls550NM8ea5psBvtHsfDz6g6N5en38NsZRGVXaWaC1XydpywUMQ2T04FZWjeMfA3gTTY77QdQmt1kbff2t7oN3JKzE7gQf3gYAn/lmdvOTyc1eubnxdc6tF4i8H+OLkabDahzbBpI4gGz8qqyRbW5AACl8nq1AFzQ9UuPNefUvCUN7PL/pD3Fxpl+8gk2tytxLE5lyeieX5eWA+7k15h4o8D/Hn4i3MbeJPDF/p0Md0Ji2o313Cysp2g/vZFXlR0VNpAHyc4PoereMNasVhvBoTanMj4hgks7aeaCSUhtxlhEZiBypLFiPmIJHNZPiD4mfFe2e5sNI8G6QlnHuuJ7i2uy0pCqdyBwWWPncWaM5wfvZUGgDH+FXxQ8T6frs/gzx7pc8sWmyxpo0ninTH2xIu6KSSK7AjALHLmOV1HzD5flzXo+r6JfazbQ3/gnxvo0UUcoeceGdfhs0fftAYtasZ9wHBjkkCnduAwWz5p8Pfib4YtotQXxrDFq9xqGoGQypfQwfYhk/IhiiBZMbiM5+8ACuABpafN8HbPWLnV7fwAk0DkmxvIYptQtY5Sw+W4WNw5OBxubA3ZIJwaAPQvGXj34g/B4m31nx3eTW0sZh0xdUubeJnzgBm8y4ZpE25+Yoy4OW65OLZfEmPxBpMmgfEXxPaaWZHZomtZ7d9sR5QF7aD/RhkFSzFXA43c80dA8U+G/GWoSadHFZyz3FwotpL8XFlszGqbIzcQmIgYwAJFJ4zknJn034CaTLqd0utTalFqVmQ7pcMRAOmQHlWRCD93seMg9DQBj+GPGmqatrK3/hn4y3Wm2VliM2sFxJLHEigDdxcr5jEAASDLZwBxiuo8YR+AfiIljfeLvG9pcS28cccGq3dy6GRgpH/LuGV9xAJDSIwJy248ilY+CfC3hrWrSMS6JcJDNmZLW/1Dz49pLAIUzncNxDxDGExuDNg6+u/ETw5Za7btHpei6dP56JbyeIbi5tpbtkVlUOZIvuliBuLq3IyetAFJbbX/BFkfGNvdae9pC5CXWjeH4py7cFRJNLP5kOSpy6lQ2DndnFZNrcp41cah4XmsLfVIyGjsp9VWYs6leALaaQYIYnAAbjLYIFdD4k8VfFQ+H9+r/DafXEt7gSzS+H9eN0sTEfOCI5Injjyd2D5m3AyQCDVOx1nR9U0WK0stF1JL6eeRza69aLI2DllMYTYrEqMcn+HPJJNAHll78XdA03TLubwy2kBd4a4tX0xUCdScO8mZGB3DdsbJBHtWJrPx+0rx1GjX/jCztdQWMxxltMYwEMcj5lZvmAYjGE7dMEVPZ+C/B2nXI0fVotBs/nIjaSSIyrjqRHuyzdOW9BhRmtWD4Q6V4mWIaDfRM+x2U2t0ItwGDkkRnyzjkj5u3qaAOBPga/8Vao08BuLm1f5pGito5g7AZ3o8ZbZkdmBOB3xXZaV4X8J+E7R7jRPhzNqFzbMrXM1/Y73VR1URxoWfnjLKgGCPQjsdC+CkEVsdGtdW8iMMDdrLMbjeCe2IkXPOBlsAk1JB+zzpfhy2eTUrFLK2SD/Sr0LbKY1zkbNyBUB28ksTQBw+qfE2a400aNJ8KNOWMAlootRNsuzJwZAJSc8g7SAvzEbRmk8OeCdC8RXjm/ntn8va89nb6v5jKOx2jYqoOnAbnPIPB6lvil8G9L1FtKs5LUzxArDqt1bC9ldgdw3YwT3HyPwSfl5NN0vUINduVjGra3qcrozQrYeFAi78dSZUkB6DGVXHPWgBt38FPDOsahJqlh4QtruNCVRdNtXkK7cBgZpXMTEHIO35hj+HqYNC8K+DfAes3NjF4603wtHCDFfJdWBmMqlseXkqMn1AwB7DGNXQfDEuhebqnivUrmLSX3ESliZ9wzlVY3ShtuTwsAxzgDqIb7SvBVyLeXwR4Zg1LV5HAnlfStSnWLkncqySxqvGTkv24HcAHUab4AudWkjvNDvDcaRNkfZ9M0kyeZN/z0WaJ5Ahxg7dwABxt5OeQ8Q/CT4f8AhXxIx1D4ov4f1All8i61FLW4uYwcjakkYLAnAHBUkEg8HHWQ694o8QaH9htrbVJZ71vKNvaeG7jToGCkYYPE7lsHAORg1nWnwq+KWpXb2TpBpCxDfCNJ0qO7aPPQP5rZHUZIwSaANrRfA2g6bcT6zatbiVoUaK9SK3u5ogG+YvOHG4kHPEYVcDgd7eqaxpviSBJbXW/Cd9plrbAMIbS4v2BXgeckICxnkjlR/Ksiy8Eaj4W8X6emt+Mr68vgpndIrGOOebj5UCnYsY2k4+bPzMcngDorT4ezvbDXPBljBYTCQy3M81zPKLTnDD90wTBDEgBkI4yWwcgGbAuieE/Obw1PpthdXUgRFTws5ZXOCUB8xfur/C2GBALY6HHg1bx/4qvrmzvW1K9uo0YWVnJrX2eacdSRFAiHB67cntzkg1tw+HLnxXLNYaN8RfC85ngQ3EcebydWAPWSW6x7g4wMjiql/wDBrwxoWhPp8NjpFnqM6BpLa4XzZbwof+WMCXDKehPV+nKDHABxnijwx8SfinqkNppWl6hYjS/km02eOaSFHUYMgaRdzbs/Nly6nOCAfkseEvgZaNZJeeL7RLG7SRxbp9stvMuGU4KRo7/viWyMbA2Tjdnr0a/D/UPFdh/wjc8dze2pJlltxHIskhGMRqJ5isaorbtmW6nBXAquvw98LWhXwfY+AbrW7xJVLg3FjG0a/eV8Rk46H724/Lnd2ABf0/4jxfDGye1+FPwvmj1qIkvPr2iTZVj1x5XCkc8NjpwOKw7yw+N3xAvbXWNea3uI7tmQWtzMg2kdVidTG3pgZLKeDnpXps/wE0K+Amm8R+KIlkRCbKW6W3hSVQi7HZYipTcQMsBgdARXP6xdT21k/hTw54RsdcjsgI9XsbXVLS8u4H8zAbIABALZKtGm0EnNAGdpfhDxZpk5/wCEb8cLp0sUJEtjfPaXUkTZGVAJMvzegGCSABnk7+j+PJfhy9zJ4gs7O5uLlEeSS18KXluWXBHd9gYEtnoQwOfu4pl18FfH3iuV4dA1iDStPKh202DRYobxZGUfKXWJueD1znH3hV3Tvhg/gGyi/tL4qazDMRlbGwtw8mMYYS+ZMV+YgAjAAPrQBR1T4q6h4wtktvA1pDPO8oQyWrAXIG0nBSeRlkAGeFU4wefTC8R6b4ttrNZfEnjHSrK6uZXZrK90O3nuZUUkYCREkjAO5FjBGDypBNO8XeIdS0jQ45db822KyArc32lOJFXdjdtikdS+COiEjGTjcKrad458BrZhtKju72QyF5G0bSY4mmfGW3tLF5jE/e27CpH8Q7AGh4E8S/DpbaW+n1LSnvY8tcwGwuYEVM4JaK4kIAJOc5Cj35qp4o+JfhG6Wfw/4Zj0C5adgzrYX8c0twR820LvcIDtBOw84Ix2rPh8e6r4l1tNF03w3pxaUoIWvrMTXMqDjBAEOw5wc5OMVWu/htr2juI9XuNP0Uu6ssTG1RiTkKxRZJJiSeQWA5b73egCt4Ul0q4tsWngrxE2s6dbSzTibTVninXZzJ5SiMxDCk8ZT72BUi2Xh3Q/EH9veL/BzaOXt9y211olyd7KFYNkTbivKngdBwy5yE8K6Np1v4jm1D/hL9SgleXYqzTm2UyHd84fYzKQqk7CQW6bxw1dbd6p4/8ADt1EsFxcTq0hMVxc3YaO4AAPl5aEg87jnKkBwBg/MACiPjV8RY7Z9Z8G6zFcR28O2SWDw+tnAygrwZp4SY26cCVs9hxW34e+Mmp+JrmWzk8DSvqezzVhSMXLWjLjJlmtoUxH0wSFY8fMeS2Jf6t8Tdf8Q21tb2OgW11dybri4tPDc8xdcd33BcgH0PcdCTWjrnhfwLokLXvji8trpEcn7Y2sTW4MgIxGqKXjUg9y4x1xQAReMdE0NriXxBp9jZreXDus8Wt6hF9lkx0lRroyliFGQEA7ZxVPX/iq2m6la22t6I50ee3/AHl9pj3c6K7dJBM1wQeCVMYAxkg5IFcnqegeFWtf7esNcv7Rbm4MVrphWGVguGbYzsSHBOQGJX8zmpI7e2git9RsPA3ieG/WNlQLqdvbROwAJbEMZ35yCUxnBALELQBveM/i98TdQltf+EI+Knh7ULIkQxwTaQt5M5AUt0i3DbjnBLLggtnNN0zxl4pEkmsW/ivRtNmluA97ezQpCCy4VSym1SYq3BAcluc7hmsTX9Rkvbqx1zxJ8LdVM9uhMmqwXzvIxHIBXymCgdCoKNj+IHmnah4m8AXunve+IPhu0Gos4nuLbUJjFFMC6BnhzEzhiv8Ael2qQM8NkAH/2Q==",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'1490: paddle, boat paddle'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'6763: slot, one-armed bandit'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'8844: pineapple, ananas'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'6771: torch'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'3934: butcher shop, meat market'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'4134: groom, bridegroom'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'9378: stage'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'1584: trolleybus, trolley coach, trackless trolley'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'6894: African elephant, Loxodonta africana'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'4395: bow tie, bow-tie, bowtie'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'9400: hair spray'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'6954: tractor'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'9448: umbrella'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'1761: steel arch bridge'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'7088: umbrella'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'4765: paddle, boat paddle'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'9483: desktop computer'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'9590: restaurant, eating house, eating place, eatery'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'7278: canoe'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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J8ysAMAV8K/Ff4IfFv9rD9pTV9N/Z0+HGs+LpbeLS7G5/smwdkguPs0cIjkcgLGTJG6jcRko3904+gxDScb6e7H8keC4ylU5Yq7uz51wemKcwbua2vFHgbxH4Q8Z6j4D13TWh1PSr6azv7XvFNExSRDn+6ykE+1Lqng3VNI0+O8vEjUyLuVfMB459+vGcY6d+1c/NHuVGjVkm0ttzFRSQTnnFfpzor+EYdf0u/wDEmo3+nJoX7O3gSGe/sHtVlWGdNP2qpuiIVO6N878g7hgMwVa+APhv+z58VvifYX+seGvCVy2maVYteazq0sL/AGfTrVZFV55mUEqiZGcAtgjCnIz95/Cr4oeG/wDhIfE/jnw14psRY6b8NfAelJqV1JGsUM0Fmkc0MhkjkVD5kUkRJU4IJXnaa1jb2FT0/VGV0pxv3Pa/C918SpoNMHhjxVpuveH4MGyv9e8b3FnsZZywluodP0lrbKvnbsLH5B944zo+LviZ8ctAeGXUPEvgjznkKRjTPE9/dIvB+Z3fQD5Yz8oYkL86c133wo8aRa38NLTWL3xv8PFluXkltzeftYajp6yBnc7TFFZqgQqQcoBg/wAOCRVzxXfWfiTwzeWM3xK+F9g1zB5TNp37XusXZYHO7KtAgJGCc9D0KkEivA20Pfpxi2m3ppfp269D5an/AOC537RHw31Wx0bwlceFo9G0OU/YPD2sabFd5ly4eaaZfLmaVt7nCOiLuwgUAY+GP24/i7aftEfHe/8AjovhcaVe+Jba3m1aGLVJruCa8jjEUs0UlwzzBX2IxWWSVwxYtI2RX6wfAj4OeMZP2X/CHwC+Kfif4G+GNB0rUl03XtBg8PWmvXXiCyW2sz/ahllkZUknna7UT+WUDNHgsxjx87fCD/ghj4y/aX+OHxM8W/CTxZpnw8+HHhjW57Dwpd+I7Z9SfULz7PC/lRhSoWIOxVpw25G3RhGZGC9WFnON1Kbfkz1c9qQxOFh7LDxinazV09uu979z8wXDxttbg9xikBLEc817p+3X+wr8a/2D/iRbfD3433+hXt9qls15Y3/h/VGube4gD7Nw3oki/MCPnUE46cZPhS9elegmnsfGzhKnJxkrM+tv+CL/AIXXxL+15MzgkWPhS6uAB1yZ7aL/ANq19n/t8+D7y+8MeKNL05fmfxfd3DkLu3BNQibB+vl/zrlP+Def9i638SeDvEn7aI8dvn+1L7wX/wAI8NJQhVjXSr83f2hp15O/yvL8vgfNuOdo7j/gpt491f4P/EZfAvw48M6n401RraXxJ4ktNO01pP7O0yS6kZmmKuVGQjqvzAnGcDIrvw9SnTptydjzMVSq1qqjBXPx58QXLXutXd0SD5lzI2R3yxNUquPpWrHTxrbadP8AZDOYRdmE+UZAoYpv6bsEHGc4IPeqoikYEhD8oyfYVwM9FaCxryGzXuut+Gk1b9qrwb4ejUBDqOj2xTbgKqwWrMMfRjXiFjaTzzRxon33Chj05r6ftbSGL9vLSzNErRWN/JdspbA22+nBuvYDyDW9HZ+qOTENqS9H+R8r11fw+1bWtL8TaTc+HbqS1vk1CI2U1sC0iTBwUdQuW3K2CMDOelc5ZWN3fXkNlawM8s0ipFGByzE4AFfUfhv4Q6J8P7b+wPDngqW71LTmP9qa+LG61Ca5ZZ5IJDaC2VRAkclndAEvC7LJzMMLToTUW7nRUhzqxzPhvx78SpXn+G2v3M9hczaj9svL2RSFggaN3mLLkRxsNwDDAIIKnHzKfef2W/2SPgh+2HoGsaToXj2Dw9rTbo/BaXE0Rv8AV5o4pZHu5InDExu0UirGgQhInd2dsMnnnxG+B3jP4heD7XRPhXoxN7q1kNR8Tz3l4GjNy+paghW2Ko7SReRBZl2aWTy5Y5kLvuGO5/ZH+Lvwa/ZH+H8/xO8YeFpdP+MXhkXOj2fhmfVJ44NUgPmTLfOI1kAcKJbdWVWUN5TttWQyxOtiK2HwcaVFcqu3p11N8JQw2JxznVak0ktemnU+mtN/4JqeLfF2k2OneFPiL4F8M+LrPT7FbnRfKvLnT7wGOPzZDIX+0WQVt6bjDdeay5JUlifKNc8J6v4C8X3/AIG1ZbWS8068ktLl7OQSRO8TFG2uQMglcg4B5r1r4T/tLePf2pjaa98C/idbeB/Flz4em/snV5dItNQaxv1uLffZXEFzE+2ORkCuANw8pHXzBhX+Npv22Jfht411j4d/tAeE7mXxD4c1afTtVvtFZJUnuoJWikk2yNH1ZM8k5JJ4zgcuVY7FyrVI4macVblXVaa3fXU5+IclownGph4/F1Wx9VeE7Ex6Qpu4Y2kJUqHJPGeuMjnFd9oVvZy2scBD7jFuhwej5xyO44x1HbnjB8H/AGf/ANq/4N/Gee50/wAK6td28ml20l5e2+r2bRPDbICWnZkLxiNSVUkuDlhxziub1v8A4KjfBjQtaSw8J+E9Z1q3gtpPMvoo1ij3ouRtDfMyHnLkKRkHbjr7vt6Vr30PmoYWvzcvKz6U+KvjbxL8NfhF4o8e+Edal0/WtH8P3d/o9/CoPkXcMTSQuQeGAkUEowKMMhgykq3w94S+HHxg/bc8W6D+0P8AtMfGC61fS9Qd/wDSNXkji8oxSFGiSNDshg3IwBVUDMGJUNnP1n4D+MXg79qv4D65qnhGaHdd6VcQ3OnmbfJbM8JxG4wpDYPPGD2LKVZuo/4Jvf8ABOxvjx/wRJ1z4j/Fvw7rNgtv471TWdKTTpPsn9taO1vYI7BowrGOOWO52L8yb45V8olkdPMzFtwTi9z6bhqMI4tRqpNXW+1/+HPVP2Hfid8MD4p0v9lz4OfDR7y3fTZpvEWpz6e/9nrZhtpSJtu24L/OoKEoMHc2SoP6IfC39lxvGXwR8EaRP8btbLab4YtLLVNSsreA3WpXsfE87vOsv35vNfYR/F1PQ/l78GfjzF4y+Amh/snfCXxnf+GvGOiXN3Z6bLpk+2LTLK3k8qK1u5TE+44Z07bjbLGHRp0Zfv79lD9oDRPgT+yX498T+MXsraPQtfuYZtQlncq98EImR8h2VYoYovkAJO3hSzc+Nhqcp1OXufoufr2WBjUcuq22tbZeh+cn/BSr/gqf8PP2WvjJ4x/Z28F/F7xV428T+EppbGW/0z7Db2DaqGRG3z/ZRLCtqVnV4I1lZ5Cii4QRsH+Ovi7/AMFiNY1XWNF8a/s9fDfXPAviPSbu3S81O4+I1/qttrNjGkitbT2UoS3jDFlbNukOwligT5Qud/wTt/Y0g/4KT/tv+Irv41QXulaHFqN3rHim1sD5M7TSTu/2QFh+6O4sG43ALgYJ3DN/4LDfsJeDf2KP2pbTwL8GtK1X/hF9f0eO80qO7LzGO48145bZJDkyFdsbdSQJlBrpjVw8JujbX+up8jPAY6pg/rv2b/8AA27Hun7PH7R+hfHX44/ta/Hzw5FJJDqf7HmvLLEGlkaOcHQ7dgTKS+wSAHqcKCATjNfe3/BOD9nD4g/sy/8ABNrQn0L4QXGkXr6doni7UfEd14Pn1S71bWLwNqHnpa2s63F0lrbC3tzCuCGSQjzGaSCP8jP2f/gz+1z+yT4d8ea18Yf2RfG+keFviP8ACfWfDkmq+K/DN9ptmgkjivYJxNLEFLLNZQSIhI8zaACMgj9wPBWrfEnWfhp4G/ah+H+o+H18OT+D9OvPDp1nwoq3+haabeLzEl1GO/MkskSFjFbfZFiYsFZld3cRm1eEoRlBaWS+5LQ9LhzCupinzaO3VPZvVn5QeLP2QLz9qH/gtV49+B934PmtbrxtZalrkc0sD6cNIvrrSjfRX91BKJHhQXciNLbklj5ph8wMwcfIfh/4T6xd/tC2nwV+LGnajp8Giak6+Ko42SOezsrZTLeyIZCFJWGKZkyQGOP71fV/7Y3jz4j2f/BS/wAT/t0/C34ea/4r0P4Xa54fv/iVf6bePBDIswVkgkmh3NBbzxReRv2kKcg9VFfRP7Ov7NnwX/aY/Y/+KX7Qfj20sYvi98ZtUuJr27GtROPD+lun263hgKyERl/JjExfbIFDI2wblblliPYYeFSa3SXo2OeFpVsTUoU5aqTfk0v+CZv/AATj/Z//AGHv2h/+Ce3xQ+HXjf8AatsND+KfxQt/7UutN0rWLqxsfCOmQ3ipZW5t3ZLeeJrkqkitnas8cabDslfzT9kf4ev8KtN8T2FrodrdTR6no+kayseqyR20t5aDUbe4kS4ijZlQzWpfO0Aqy5ILEr6F8ZvgL8NdQ/4J6fDb4neGPhv4G1PT/FXw30gX3ie90G6jtfDlvp0MJu7dbiGWP/SnvIb37Qd4LOkG1A0tzI/E/wDBLK21jwr+zl42Xxfomsvpln8QjpVpbhNQtrtDFC7yQuLNTPCd8wDAg8u6MDkitVVlq4u19H8yMfgYUKdKLSbaTTT16bn1r8ItY1Vp7G+0218I2sUdxMs19afF+5+z2RLSna0jac1vkq2MFUbc6ggEsV9RuPF/iuTVXttKu9EubKK7SNpJ/ilPF9oXYCWiMWikSDc5QneRuQr1Gaw/hb8QPiBH4dtZtP8Ait4CsrO1V2sdGm+Kd3O8+4ufJLNoEksIG4MOZyXQptQHK99p/wAQ9Ums7rU/ibYeHbOztrYXCXXh34nXmsOXV1O6SGPTbXyVUclwzthf9XjNcG+7+fZHTSpuTUIJ3dtDw/4/fD/XvhZ4v8L+ObnQ7/VNP1yGSC40fwnrF/q7SyBGtrZ7ji08uEPaPsaWG5RRbfMI2EbV0Hxu1vx/8O7SQfs4/E8WEXg3w5BHqPgu/mVNNl1HUZ5Ha53InmyvEbj7S8MIeJo4JXZrWSbfc9x/wUZ8T/BS1/Z9sNV8T6Xc3EuirEQNM1mWOTxA7C7MFlmF43ZWuLkSYVwSYAM7SwPi37c3h74U+EPDnhT9m7xF8MZNR8faLo1gj6r4dtZLHT765tLdoo5Jbu3dDBbxHzDslVlAYBVAzWWDxuFxPNOg+aK0b6Xtt+rPdhgcbGEKeItGT+Ffate1/RvRfM/Oj/gqXrvxj/aH8RaT8TfFnw71AXvhnw2lv4m1DTbWObTlVp/3dyk0FxcRrE8jyxqRK6nYp3BpGji+MME4Uj9a/Xn4eeJ/Dfin4WWnwOvLuO5uPE1jqaeJtzul1cWhIhDEMzOpMMu0uWGGjYLkrmvye+IPg7Vvh7461rwHrwj+3aJq1xYXnlMGXzYZGjfBHBG5Tg9693DThVoRnHVM+NzzCVcFmM6VS907O/c/cv8A4NmrAxf8E9fETXELstx8WtTmXgYAOnaYmfpmP86w/wBptf8AhWn7Vvxk1L+35rSTxZqumwzfZvCy3n9mW0WlaVHDd3c0l3D5lpvFwvkxJu3z4Egdgp+c/wDgiv8A8FVPA37HX7NXjXwN8ddcWy8OaDrdtfaPZ6VpBn1DVJrxZBNEnRSyi2Ur5jxp8xBcYFfUnwn02w/ax0HWf2lv2xvEF/aW/wAQPDOkXHgmw0EwiXw3C3nFrgStAwV5I/7PmzskAdZP3Z2xmlieX2aUna70OLLpOGJcnFtJdD85vgH+xx8HPHnxn8Za/wDEb4j6fD4E8J+M3tUtdQuG0+LVBMbsW0btv/0QkwAsCxIRgNy8mrH7b37PnwA8KfDK6174C/Bq90OWG7EtxqA1pr23nhZwGiQmST7pAYfdwozzxWb+z58c/hz8ONO8e/s7/FPw3N458Fav4ptzfXDXtyIpJIHuHl1CJFKN58qxQhQzxbysYkdUUkcp8c/iR+yDq/ivxXe/AbwP4psr3VVey0z+0rm2t7S0tTCgdo03OY2Gx4thdg0TYBQtgYctZ1fidk16dDp/c/VnNxWt/VHiXhDRNJPjiw074g3V5Z6Wt3t1Ge2QtIqKfm2cNg9s4OM9O1d78H30nUPjP4hl8M6xfXFha+B/E1xp0+oSFpgF0W8cbjgZIP51wcWsLpPjSC/0rXJNP8mXf9sjm2NGwbcMPACeDjDAE98EcVF4S8e6l4M8S3WvWjrPJcaRqGnMWY4aK6s5bVumOiSnAwOg6V6KfLI8mSUqdranSWc3w1hu9OtPANj4kl1iwm+0DX31CKy+WItMWSALL5Tqq4Enm7V2KxUYYn3D4d6fB480TVLLU9O8O23loBa6ho2my3NtY3qwFRDObq5jsESTly5aZy0mTy21fF9M8LHwj8bde0SYNcnQrzUbe4KRyEbFMkLyFkBKbclgxR0XGXR0DK3dfDTxlIuhyT6dbC9vLIQxhtQkh1KCEEYkhmub1ktLGBiGMRUSybkbcxG1jUtJ2CFrLW59Q/BnU/iPaW0HiDTtSsLv7FpbK3hmFtNezkuFe5leJ7iyi2xLK8jurggqJFVhK21z89/t1fEb4c678R4dBjt1m+I2j6pIvi7xpbym0smIjX/QobfaXX7O++LzHZpQUKfMAhHU+AvjRciHxVqGn2C281n4efUrW0l8SWGsRSXMEMwwn2GKJbeMgxLsHzbtzKw5A+N7yWW5u3nmcszuWYnuTyamc3J26I5KEX9YlJnr/jf4xaR4C1dPEf7P3xT8XRa5eWxi1/V7i6a2kmcrbsXhaKVmBMkb5ctyuzAHOPHJGaRix5Pc0Muepx9a0NP8Ma3qulX2tadpk8tppkKS39ykJMcCvIsalm6DLsqj1z9aiyWp6F5zVjT+H3xF1z4e22vLoWoXFs+t6DLpdy1tJtL28skRljb1R0VlI/2q+j/+CTH7EunftpftCxaL471bVLLwnpBD6pJojbLi4lZZGjgRiCERjGd74JAwBgsGX5MxtAP41+gP/BEh/j7Lo/xMtf2c0km11RpReCxuLGO9WNzcxiSA3uYgBI0Zk4LGNSFwSK5sZUnToOUNzvyihSr4+MZq63t3se1fEr9jjQv2Cf8Agqp8L/hT8LrTUdN+FPx/1Ww8P3VvNdlzY3M14lrJ5JcMC0PnxSJ5gYYnkQkDLD9+tB+GPgrSPhhZfCvwXpsWmaDpmjx6Xo9rpUflLp1vDH5UKwLj90YgqhOPl2Djivxp/a6/4J2ftgfFG9+G3xMn/aI0DUfGnhiTRNQtPDryzxO2rRaiIbwWrpNtEL+bFI58p5N0cEYYb8H9wNGsrqK0hiuJxNKI18xgACwxwSAcZ+nBxxWWFrzq4eKbu0ztzHBrDY6UoQ5U7NH5q/FP/gmZr2nfFBPGngRNP0x7LV5LmCb+zd0duzEb3gUyKkZbqjuHMXmE4wpWvM/+CpXhDx9+z1+wR430zRPDUuk207SanqQeQzy6jqEuwT3s0zYaSWRypBXakSLFGqnZub9dtU0O3uEac2aMrj5/kB3Hpg+2OPoTX5Vf8F3bua++APxA8K3N7cajp+gWyypp11HDHBZSSJ/o8XyCSbLGOWUTSeVlI5Ik4nyPVwsYxnzJanPmOLr1sLGFSV4rZH5uf8EUvhJ8NPiNqmoeLvGn7U83gDUGudbhv8atb2bSxHTIxBcvcylSojup1YKThmVTxtY1+xP/AATM/wCCfPhbU9R8M/Gr4y/Ghvire+EL+4PhWbVNKEcek3MBMKS/vS8rXYDTCWQyMvm/NGFKhz+Fn/BKBfD2jfHjW/hn4/8AiFY+ELv7KbjR9S1fWrqxtrm5hlRXsZHtsSfOrecuCMNaL1OBX9En7BfjfQvDf7MGiWegfFhPFaK94ZvEP9ryXou7k31yZ9s8pLsiys6AN91YwowABXg4mLpYiXO9z6zKqKxuRwjQ31T169dPuPc/2mfAXhj4leEL3wrrfhaz1O3vreSN4bqIMrk44wfxwfqK/O79or9gfTPCXhaw1Xw38VLnSfC3hnQY1utCsbaZkhs7WIxxJHFGQrERwqoLAnerMME4r7+1j4s6ZcaX5sd1E5t1DSsWGOoz+fP618o/8FH/ANqP4I+AP2Fv2l76/wDFNtFq9x4Ok0LTkNsGlkvrhJYI4oBKAsm06hbSSMm8Kkpxh1YpjTowxs3SUrNtFzjiMnw6nKDlZO/ey6+iPxw/4Jqf8FoLX9iD9rD4k+PPFPwyn8Q/DX4n+IWvdY0eIwtqFksb3CW8itIojuNkF3MpibyxK6xkvHgg+4eE/jZ8ZPjZ8VPGPxp/Zq8OxeL/AAB4z8RN4k8TLoWlRz3/AIYtts4NtJFJHsS5kS2lVV3HCSLgqXSRfyZvL2XTi6iFNrcAFD/MGv0N/wCDYfxxNon/AAUA1/QLi6Ednrnws1KC48y42YZLqymSRQeGkVogFPJUMxGME19JmOX4VYXk15opfhsfAYTG4iWL9pfdv8Ttf+CVXiL9nbxl8bdS8F/tJ2l6un/EHT7648P+DI5NHttGuLJ5rV44X03U1EJaQuZUa0kjukkspvKEpl3L7V8W/wBjC5/ZL8ZWPhXwxr9hdeCvFWsXviHSLO/0c7tKV74tcRG0jlWYGzWe3j3owZ47vIBI8kcp48/4I++HfC37Rniv4kfCb4snQ5PDXxY03xF4Hh1izhvYzo0cMV6EiUOr+Qb6e8hyGKk2KlgzMXX6A8L+PdN/aZ8K+I/D3xD8OWN/4n0m2vINGV7GOXy7q1w9siIzxhhJPDC2PNgDERnfCFTZ4NWmrJRezue9HGqdP2c4+9ok/Lr+JY0n4iaJ8P8A4a3/AIh1WO4ey0dLr7Ibv4l+I7S4nZXkCQx21xCvkyspMOZJgCdu/wAvcVr86fjF/wAFd/2hbjx3qjeGtF8P6PHLpklvJ4c1zVL/AFZYLR4w0iy3M9yzeaxKoI0CpnoF5MnpX/BXG/8AGnhD4TeB9K0D4eeJ9P0r7Ve6t4y1G+n1aZUkja2t7aeX7bGIIx59zKFWFpULhCjHYuPzv+Id5q9zdf25dJoNwDaRDUJNIuAVmeQPKvmASbncMRlhwCABlQM+pgcHhp4Zzqq/NdW8jy8dmGLw+Mh7GTjy2afn3+R96/Cv/goD8JfjT4z8C/Dz4w3p0kRCG7s5pJGFo126IsMDRfN9n2OsbK5Zw5KsWTGB9S/8Fh/2z/hrD8GdO8OfCPwVr0XjXxfqMFpNpbRRKL+aWH5YIiHMssHmbg+EUOmIzjzjs/Dq+1VJbmDVHYuyRKsYT5fLcewOSAuOe59ea/Q/4LeJ/iJ+0jFZftFePY5Trep6ENP8Ju7Bk0bTok8nUNSizkG6u7pJYEb5ZI47aQHO6B6nF18h4f4dqxdNLlbcUno3JJNv0srGmTZfxtxn4hYWVDE2jKKjV0WkKb5k1ppdyd31IfgB8Mvht8LSt94ytI/Ffi3WHZ/EviGW9dIonUqfJtniIYxRuFU4KpJs3HemyNPkT/goTDAf2svE95ZxKI7lLCVHjUASf6DAC+B0LMGJ9zX2V4qt7Sy8UvFDJGUtrdARsPyEKF5x7qT7ZHpX1b+yj4x13TvAlrdt4y8A6Zp0azw3EviM3LXiDZE28RpdwL5bGRgrgbgyOSRkE/G8KY+visZU9pP3ZRUrPZO+y7Kx+1+LvCuAyPJsLVw8fevZvrK6u231d+p+HlnrPiTTfhzeeG4dSuYtM1XWLa5nsldhFPPbRTpHIy/dZkW6lVSeQJHx9456n4t/tYfHf4v6BpHgbxf8QNRPh7QdB03SNM8O2146WMUFlbRwRsYVIR5SIlZpGBYt3AVQPpr/AILja7beKv2kND1qXx1o2uwp4Hht4rzw99o8nzFvLxvLf7RdXDbgJN3ysq4bhe5+GeWNfczVNtW1sfgEZTj5H1d+wz+x542/as/Z9+Ig+H+o2Uep6XrOmvbx3q5XPlXIJPDcFHdTweoPavDf2g/gx4n/AGffiTc/DTxlqdlcaraQRSXgsWYxwmRd6p8yrztKN043Cv0Q/wCDdPXvDGi+BfjZqPi/UYLPTtLi0q8vr26lCRW0Sx3rNI7E4CBY2JPYLX54ftM/GC8+Pfx88YfF66tpoE8Q6/Pd2drcyrJJa2pYi3gLKAG8uERx5AGdlctPn+sS10/U7Ksqf1WKtr3OCLE9aSiiug4j1T4mrpWo/GXWb/wzd3Ust7p9tfQXkWoK7i+e3guJn8yJH3bpfNAA2MCy7yhDLTvhQ2pa6l/ZXiI0mnh5IJrzSYr+K0kc4ZXW7kS0t43O9zK2590aBQctXMeCBYxfEuG10qRprRppktjqDi2EiFH2NLi4iWPggt++CjnJI4PcfC/R4dW1vXdTtW01pIoitmLuwsLlRcfMkfF5deUIyGbc2ZdpEfBGSLk+abZMI8kEuyPbf2ZfG3w5GlePdP8AikbCKGx8B395cK/jXTJY7uRoJLOG2sktbUxWmZb1JnOZM+QnyMQK+PdY0W400RTzTwOLhSyeTMrkAO6HcASUOUJ2sA20q2MMCfdrT4sWngzw9qN43ji/02/Swmg/s/TvGSzxT3DJmGW2h021jtrZVYKTum3AA7ecZ9i+NH7MHwt+KPwb8AftA6TqMlkfGfw30+PS4nR1jvtXs4Ft9Wu/OdiJbp9RtboyxHJCXizlhvVRlWqRpQ5nsdOEwksTW5IfEz5z+F/wQ8OeMPDtpq92mpXc9x8z29gmWUbmXGAp7jPHOBX04Phl8N/AP7GfjXTtY0BdDsG0SZ43vIS11qGoctaoDn5lEqplgcKoz61474H8OftJaN4Pj1X4EWFk4idre8jjEE15bMDtIEcq4UHHUbiSM8ZGfUvhf8NLHSPg5N+1p+1ImteMJPBuvyrf6Ra6jFJD5M6xwQSMm5M+XcrKrhWYHzIiUKCQ148ZVJ1FKc9G9Etz7GnSoUsPOlGjaSjZyei21fc+IYkaG0mkxkMoTJ6dQePfp+BNeifs4fGXxx8DviNI3gv4iX3hf+2LdtM1HVrJsFLeRl+cj+6MAkghtpOCDzXDtrkV6rR6pbq4afeHUfMq8gqD6cg85+6PU50bLS/DusrFb2InF0+8srS5UL/CCcfKI1Uszc5yoAGCa9+WE+sUXZpp6W6nxlHEywleNSO6Z+0n7EOr/HPxt8Yvhl4duvHMukWT/EvRY/DN35Op6hDeQwQSNLbW6XF80cdn/Z8N0zeQkUHzqUCBRG37j6tYaJZRQ3mqwW0MkEyi2kyEKvnhVb3Py44B3EY5Ir+VX/gjf8eviF+xd+1TdfGnwf4T0rxFdf8ACMz6Vox1OZ7uPTzcT27yTLBZyF3l8lJFVAwA80sWJTY36Q/ti/8ABwX49P7IPxP8AWml2WgfEI6XZf8ACD61ZabqFkC8t9bRTxy212qMZVgeeVGy0LeXskhKhkkihlFfDUrtadf00PQzDPaWYV00uVJJWu3+Pqfsf4G17SfFekm703UYLqNp5QrQyA5G4sucHjKMp+hB718bf8FYP2dvFP7QP9h+CvDl7rVtCtjNeeRZaZHLa38sDOHgnmLAW+6GdkzKNsiSSoGU4jn+Pv8Ag26/b98Za18GNV+HPxT8USXs+m6i0sFzfXpkmbL7Wz5jlyuNvIAQfdCrtxX6ifEv4jeA/GHgm81GXxbaaYkdoxub69kCJCgXliW4AGM5PTit403Rqc3QyhKGJpH8+PhP/gjb40+NP7ZV98Cvh9rst1Hp0EKXmvTxIzW17ezTJ9pMW4ZSKCO8uFActm0RAScB/wBMPEfxg/YL/wCCYdlD+z3p99r9loGjynSJLu/0HUI7O11KOCFpkN1LAkJmkDrdO6sY2Fx5m7LGvR/hr4k+Gf7Hv7N/jr9sJfEFtqM3jLUZf+EXuLZk/eDyI4YooHdNskW20knR3Pls0kzAhJizfC3xb/4KPaX448Sax4Z8d+EdK8WHX/EVs+saU9suo2mg2KQ2UV1caasuRIFhkVgXcs0s27YseYIeLH041qTk1f8A4B9Rw1gcRhp+3p+7FaNva7WisfQ/ir/grj+yH4Z8U6t8Mm0TX4tS0Kzlk1W3Phy9As5Y03N57LC4+UbnLYKKBuZhxXnv/BVf4L6TrH/BPC9OoLd3l7pWrWVx40GnX7vC7XWqxS3d3awzHEksdzOwgh8xWaOQxAsAoHN/Fj9tH4N6D8YJdQ/ZmstI8QweJLkQ64+raLKsq3twoZnhl48uFI8FyVEZZ88vu3+seLdV8V/tO/s4XHgHw/LDFrOs+IvD8u9TsVEg1yzuLqRMDgiGKVlAGSVUcZ48vBUU8fShCLV2td+u/wAtz6rOcQ8HlWJxGImnywl5W7rXvsfgJrH7Ovxn1L4n3nwj8P8Aw61fW/EVlIynTNFsJbpygIxKoRSShGCHIxhgTjkD68/4Ja/sU/tmfs//ALcvgnxx8Tvg14h8M6K0GpQajqt7FtigRtPudiSFWOzMgRQGxlmA64r+kb9kL9jv4K/sofCrTvBXhfwlBd6hHp6Q3uq6pFHNczDBJDttxyzOSFwoLNtCrhQ/4z/An4Paz4M1PTdM8F6XZahNbyGyuooijJLgkZ2c4J69RjPBxX3kI5fiKjpV+Zt6cyat62avb5n8455neLwk/b5ZGPsU27Tvz23tdaX+8/H/AP4KE654g+AC6nrNl8QtWt/NLxtod68Mj2cs0cXm3G9k88CWSJgdzlC0TbeQa+S/2dP2mPHHwsl0XxV4z8T51O503TrrVESQMwguMNaykg4Ja1kt2Yjnc5DfNkV9p/t9fsoXnjrTLvwRHrUug6j5rltSgshIbtPJWIxHemZA6wwoufu7EAwoNfnJ45+E/hnwH8JPileeKtU1G41vwPZ6PFpGo2l95LI0xe3ELqyss0YeWHKbVbFvlWTayNxZjw5PLJSUnzKycZLZq9n80dmRcU0OI8PHEUU4tNxlFvVNK/3Poz9CP2evHfw3/wCCqn7P/wC0X+ybb20mj+H9OsdCsNN1/S9NCC3l+0XF2oWISMssUNxaQqzgoJUxgRghq+Hf2Y/+CH/x0uPjrbQ/tIahpGgeDtI1nGqyC986TVoI2yUgROiygbQzlWUNnZnivTP+CWXxa+Pf7Ffwq+Nnj34F+BI/FkHgK/8ACFt438JRWu+TUY72DUzPcxuoZkeC4Ty8qHDRkBlG0SR/Uvx5/wCCyX7N3ws1jTPh78Tv2Y/GWl63qug22rXX/EuikmhS4j8xI/nkTayq2GILbcYwcHHyWNli8LKVOj/Wmp+u5TQynMMBTrYtO8fkmm9PU/PL/gtl+zp8D/g7+1b4X8Mfs0fDm28P6TrHhK3P9jaZveNroXM8e4bmLFmXZnJ7CvojT9Ns/gR4J074awrpjX2l6RZaZqFzorM1rcSW1skLzxl1VyJZEaX5gCTI2Qp4Hon7QXwv/Y/+NOk6P+278ffD3iLw/pWgWl+lzpeszLbXdzaDAhaICYqk+5iYirFndkUKzMAvwZ+zZ+1Hrnj3VdZ034ueIHub3U9UnvEvZwF/fzPJNKuAPusxLD0JIAwa8HNsBi87ylQhq4ayXV26LvZH6F4eZrkXC/Gcvrtoxrrli9lHa1+yb0Pe7Gxn1u5vtUeUPGJSQ552AYyOPQ5/wrvv2YNI+AfxE+Klp4k+KOhLr2o6foFu+l+HX1XUYbOQeZqEcV3fyWZdfsYmgtkkWOCWTdMN+5QIZeL8OeboHwxvdS1Wyks5Li0VbjMRBWeb72zJ+bly2AM4HuM/Ev7VV3bR/EO38NaFqU0Fnp2i29qkNyWDjbJLIN+R9/MhJ92P48vB+W4nMZV4UnZ6RT06avc9jx8zSMY4TDRemsmvVJI9+/4K7/Dz4eWdloHxb8N+Jvhvc+JfEOpTjxbo3wyhng0vSQkaR2wtYJo4vLjlWOR2ATO5FLHcxLfDJJU4FfWv7a1lqF1+yF8INT8PeFtQfRLOGR9Y8VandXLTalqt1aWu6Py7qJXWKNrS4WJ4nkt2Cybdsqzg/NPw4+Hfi/4t+PdJ+GvgHRLnUda1y/is9NsbS1kmlmlkYKAqRKzt1zhVJwDgGvuMPQq4WiqdSXNJXu/mfzbVlGpVvCNr9Dc+GX7SHxo+DfgLxd8Nvhl46uNI0jx1YJZeLLW3giJ1C3VZFWIuyF4xtmmU7GXcsjKcg4rhZJDI5c9+tfcHxi/4N9f+Ch3wr062vtB8P+F/GkkshS4sfCmvH7Ra8ZBdL2K2LZ6AR72yDkDFeJftC/8ABNn9t79lnwVbfEX46/s/aroeh3LhP7SS5t7uO3YgbVn+zSSG3J3ADzQm45AyQQNIyhJXiKUKkXZo8KooIIOK3vh18OfG/wAXPGum/Dr4c+HbjVtb1e5EGnadaLl5pD2yeFAALMzEKqgsxABNUZmvpWraVZeJtOn8UWVy01rNbkz2erKHCqWbcJFSTB+7hgrbNudrHivbtWXS/DNu+s6L4M0vT9UZbNLuxvdd067twGjmeS4hn1AzLtkeISIFXKI4QTSMrmvmvTtRitA27T7eZ3I2vcKTt684H16+1dH4X+J3jDStbu7+HxprNtDqW0anFYa1La/aY0jYKrMN2QoO1dwYgHAHNNOwF/40eKbi8W28Li71FFt2M13Zt4mt76z877m6KO1ijhgIAb5V3HDckdK9v/Yb/ao8IQ/BvxX+xB8eNXjs/DPiZpNW8B+JZzsPhTxQkJjhnMmGxa3ChIJ1ZcAbXDw4eSvnT4qeILTxN41ub/TJ7+S1RVjt21LUlu5MAfMfMVEBUuXYAKMBsHJBJ51GKHKggj0NJpS3KhOVOSlF2aPUPF3jL47fA7xjqHha/wBSv/D+swo1rqiwSbWkPzYcMDyGVsh1OCDlSQc1v/8AC1vHKfsz33hbUfitM+nXMMFjp/huOWKZkja4E8hkJj3Rxh0JVC4y0ilchZMb/wCyl43+D3xw1TSf2ff2qdLuLywbFp4d8S2N15WoWGcBLYSNlXjH/LNGBUHCYOUKfT//AAVM/wCCX/wB/ZG/YF8DfGn4B+L/ABL4ij1HxeLPWtSvb+P7OpltnkgBt44FGdsU2JC+5TlcOHzHq8BBU1Ugk1+KN45riZSlCpJ3s1vpr1PzRZyOAakt5Y45lMxcpkbtpwce1WtH0W+1yU2mnxeZMxwiFgoPBJ5JAHTv1rT1LwM+m6Curz6zp5mL7TYQ3YnlxgnfmHcigbSCHZW4zjHNQm07o5jsPgz421mbVrbw1p+pLbQR3kc1nDMVZVkUlhISwIdgcYVhs5OQMmvSP2gviXffEHwro2kXdxI91p96ttq8NtCLO2lkSOUO5hhP2ceYhiKOsasSJFIXajSeE+F4te0aK08U6BfxBpdRa1WJJf3iSBUZfMXpsbeQp7lH6Yr9jP2pf+Da/wCLPws/Zkj/AGnfAvxws/GfjDRdMi1fxB4J0jR/ItrsLHuuoba5e5BnEamTaTHG06FgsaORG3txzHDSwKp1ZWney8zjjgMTPEupTjeFtfUzv+CYfgPxd4O+Heg+LPh18I75rfVrdxJqmlXttJY3pLtKrq6SKIpVWQQPEcOpgB6MET9DPFfw+8afFn4K6x8M/iR8OpdOsb7SWXUP7Uu42E8LAL5DRoWOJciFCTgvKAORleC/4JseO4fBP7OPg3w1pPwf0rTdfh8H6TYm61/xLdeH4NTihs4o4prh2QfbH8tYwHRX4IGIl2gfS3ieyk1TTLXUvi5r2lapcWt5FeWmkaHM1rotnIC2zbtDNcSkgDzpAwGFKKhDF+Go5zdj28HSUIKz3PhH/gtP+0jf+GvCvg79n3wjqdrDD4citba/t4NjIL5ljaZo3VshUj/clSrABpAcbhX5D+P/AI2/FCIya14OumsJdL11rxjBds0ZkNzeTMXRgMo0c9rHzwVVR3Ir6C/4KrfHBvEHx91K01XxQNWbRr37PcXEwVjeTptF2+EGJFN7PdzRn+KKRWB+Zc/NMOjaj4w+FGp3dvpbC4dJi1xHGg3xwwiJFO0kldiJx2dgfQnicYzxChbTb/M/SKlOpHKY4KnPlag6kl1bsmlt006n3RH+2P8Asx3vwjk8X2era7J4o1PQLR7nwpBoVrHDp97c2wZEnuY7dHuEX5ykjyMSuSQH3Bfpz/glr4yj03w9pfxQ8e6tFemx1FngtFlyIzEqyIQOmGLhFOM8N1DCviXQfgdpuj/C3wf8VNFv7zSXvvDtvZeIRbRWsyX8KO/lOFuIJRFOqyMocB8qwXy+pb3n4F3bfBLwfpfho6e0MFsrTyW08rs5kldpSzszFmYmQsST94nAUACv1rhfw1xVPNaladvZqL5dbt3026dj+XfEDxbef8PLBYeT9ve01ayShJNq99b2R+2Phz486NPptpq1z8gubdJ9rkAYZc4HY9vxrj/Gfxqs9XnnuLZlWFQ2zLcdB/n8a+E9I/bo0aLQINIn0yUC2jVYnEvIGznnJH3sD6ZrldZ/bcuzcXMNvYsYmY+XmUgAYHynHvzXtYfw6xsa7ag/LY/J8RxnmOIoKmo+vrY9y/bG1fSPHPw2miWyzcwI0kJCgqUBIdc55GCDjnoK/F3/AIKBSnRpLfTNOtowdd1yHWdUj8okTraQPH5ZRCqsikNJ83JNxywxk/dnjX9qHxP4qzYWUiwW4J3Rhvmxg7s5+v6V+fP7cPimO21zTNftILS6m0a/82eK4UScMqNyjhgQSufmUjGTjNelxRw1LLuF1KutYy08k1qvwuex4d4zFf27OMtpx1XmmrP7nY5D9k/9sr48/Cn4san4W+FvxCvdHX4kXmn2WpwoIhFdSrc4jEhlVhGoSa4UOASpkzhsc/d3/BRf/go5+yen7Udlc6P+zfdePbTQZpo/Eq+IvCIgt4UQQ/ZmtjP8xeMrP5m9QrAqqueXP5Fa5rQ1HW/7VtWMR3l1IzlTuJGMnPpjnjgZOM17hF+0H4l/aM1XSfCnxG8Yw6JZSMqavqDSX9/5VsjR+Y6Wo8xYowN8jKgACJL22of54zLDwxGIcoq+u+x/U+S5zPLsG6Um1tbRO1umvd2PtH/goj+1tonxY/4J6eKfGuieC7Ww0fxb4g07wxotqFU/Z5kmh1J5IcEbFjj08RsoXGL9MHjFflvomsXmlXP2i1u/LZSHH+0Rxx74Jr7S/wCC0OreBvhP4t8C/sG/CnVXuNE+FXh/zNRlF00nnane7ZpCxJIYiPy3BBxm4fG0fKPjPw9YaLdX8a+JtQNnZOSJ7qOAyyIqjcdiAje5A2qGZVLMNzKMsDBYd4VJQ6a3ODM8bPMMS6s/T7j6itP2t/EEnhLR/BPjq++02+mwR/ZbqSAuUUBspIF5cYyw4LfKRkkgV478YNf0D4lfEG88QjWU8uP7Immw2tgRFJbsoLIZHKSF1ZiBvDFgrfMNiK/EwaxdS21rACjmOJ4441BB3NkAk9yCc8dOPetG+1efxBp1voFxfKx0yFvsplKKYY2XzGjWRmGUExZlRQT+8cjO459CeCwGEjKph1y8zvZLS73fzMsTm2bZiqccbUdRwXLFt6pJ6Lz+Z9jf8Fif2r9U8ay2XwO8GNYHwfHLHcaPeWrQ+f8AYo0WOG0ZoDse2YJFeRoyq8UlzLG24oWPzT+wj8fNR/Zk/ap8J/GfS22S6ZcTxFx1VLiCS3cj/gMpH4nkdR5LM88kRaeViUIVVb8Sfy/rUIkZRxxxXmyi5xcdrkQquNVVHrZpn7b2/wDwVm8P/wDCn/ip+0b8J9Q1HU/EfgHQtJe40zU5kk0mea+vo7dZbd4yzpNHbCaNjIBG0giYwttJk2P2dtE+OHxV1HRf2uvhl8RG+IWgeOvDctx8SfAniHxYj3YNxFEBBb2MtuIbeGFJJoCu6Tz4ykhDM2wfHf8AwTi8MfCz4IfsF+K/2u/jd+zzc/FfQdU+K1r4ck8G2Us4MV1Z6Y1/Z3VwkZCTWpuJ44XjmEsZLAmJ2VBX2/8Astf8FBviF8afh94Y+PXw7+Hmi3Xha21ybRPHfww0u3Mmp+DUyEsbyyEUAeeBsqJ0w7BpVlUqplWHnhTVKlyr7+p6Ua8q9XnUbabdHrt9x+WX7Zf/AATg8d/AX4peHrH4NzXnjbwl481MWPgnU4bAxXTX7SFG0y5g/wCWV1G/yj+GVcOuCJIov1J/Zb/YR/Zk/wCCcPwbh8Y+JI9El8X22ned4l8faoFJicxM06W7v/qLZQHA27HdV+fcflX6J04eDrvxDc/FjTbPS7jRbuQ3ctyZlk8rUNip9oh4O12VzGxBUqVKlTufH5zf8FJP2s9N8deG9S+Oesaq114AtbmTQfg94YKxS2vi7Wo2U32tXSt8tzptk4VIosSQ3NxDA0g8vejdNN3jc83EU4xq2V0v60+R+UwODkVI1xI7b2Iz7ADtio6e8TA4Az/unNBkNd3kbc5yfWkoII6iigB8UrQuHjOCDkEDkV+4H/BIn9o/4Rf8FN/+CbvxE/4JjfFa0Rvila6DdX9hLeXCI3ipUZJLW5EzdLiKVLeCccO8QSQM5aYx/h5Xcfs6fH34k/svfGzw58fvg/4gfS/EnhbU477S7xGO3cpw0cigjzIpELxyRn5ZI5HRgVYirjOcXoxNJhr3wv8AEvgr4r6r8LbiBWv7C4niMcnyiZYwZAwz0yqBgOc8DB6VsaB8Ob+G2fQvF93b2Es6W0o0wzP53kFnJnZY1ZYmA+UeZ+8YXCeVDN5gx9G/8FdB8N/2g9b8Nf8ABQv4JaXHaaJ8T9PW413R474XD6Hq+51ubKV1ijAeOaOZUG0ZgFu4ULKmfn/4c+JPDHhPw3Z3mnX819cR6kNS1TRJ7VTHcSQpItuvJcuFJnDfu8YuB8wxuTepBRqabPVej/yMoyco69NPmcnr/wAL/GGhazHov9g38G+RY8XFq6bZwnzIxOQpDZHzbSMZZU5A/qf/AOCKf7R3jD4tfsWeDvA3xu1dbvxpo+gxQ6pcCYlrlAD9nmOeX3wGIsx4aTeR2C/zu/D3/gpX4s+Ffwa8TfB7R/AGmtc+KopbXUtdvbdZJksJLcRm0ELDY8aO9y6K5YYnKkECvpP/AIJiftm/GHxDrHg3wpp/j4+D/FamSx8FeIbi5Lx699kijEVhcQlC8kQzHGDvzl28v/V4j8nFc0k7LZ6efc+syKOFXuTneUl52TT0v3P1t/4KRftIWn/BPPS9L8TaVZaVaaDrmqsbiKOExw2FvGu+4YrAF3O2WYABmZnkZlJ4b5M+I3/BW/TtY+EXiXxlGtrc3sFvLJ4V1VPl+1xS2rG3cxFcHYzhwD5fmqkausTn5W/8FJf2pvg7+35/wSweTxjqH/CPfEm1ey1G58M61qsdjFbXio54uZQ0IiZHnUM3liVh5JaOQSbPyI0T473vlaToVrBLe+FfBtnMml2pwLjbLM0+27YfJO0e6RUkAC/JGQF4UethMSlgXzr3l/SNJUaUc8p03K1N2bfZdXb5E37QWq6l4k1qEXce/VIhG05EzSC5YsWZ1YnJJVFIBzlDgHCA1kaZ49hh+BklhFdyxXNvJJBbK4kbLylo5VG47UDQzTE8cmJehArL8feIvC2ruusW+uXVwZPMubqC2LN5EkpwIwronksiqiEKXQ5UgjGK5DRryeXTotLW5ZbW51RJD5wBIeNCPUZz5zcfTNY0XZxm9lb8zXNc0c8dW9lrzpxVn00s/J6an7h/An9iL9o346fDn4f3/hn4WuPB+gaJa3omuLyCF9VuiuCkMckgdlj4bLBVbJClmG0eX/H3S9c+H3xLl0DxLp09pdTxi4ks7qGSGWDlo9joygqwaJvlODgjgV+o/wCzh8d7Pw98Gvh1YeGvh/EPCc/gHSp9N8QT6yIItj21otnaxxGN3meRJAqj5MsqoAd28fI//BcrSfDMvxG8E/FrRrZrF9Thm0udZ9P8uS6uYJZUeR88gCOCMAn+AoQBk1+geDnjDnnEPH8sozKhCOHqc6pSi7tOO0Z6tXaV+h/OXGXhrluR5TDG4WpJ1FbnTWj5t5LRPd2PkaXX/PVRBKWdW+YKxOMA56j+neq11r86CR5OpTHJIAPrnHuPyrEj1RYLl7yJXDyuSvQgMw7f40mp67vgaNpFTkYOwZxjrn8K/tGOFSlqj8h9ikxIvEUySXF0shhLW7Iqs3GWwPz5z+VfE/7TniqLUPjZrT288jWu5LIiVccxxhW3c4BDhwD0IPbHP0x8W/iHpXw78F6h4qnKkwRlLWAsALic8KhyAeScnH8IJ7V8Ua3f6l4k86XVbMpcy/vHkCY3sedxz39fxPavxvxjzTD4fC0sug/fb5muySsk/W9z9P8AD7KpqpUxsl7tuVfg2/locrqti+n3JVclSTgn611fgP4laj4DivLzwzplrJPf2AtbmW4iOPJ8wNKm0HB3gKhycFN+VJKlcG9QXuk7pRiSJtr57YP+FZQkNuuAck4IGeBX8wV0qNRtLSWp+y0/3kLPdF2/1TUNYvzqmv6jNczmFI1knlLvtRFRFyTnCqAoHYKB0FQXN+QDFau6IyhWGevOe3XkA/hXrP7H3wXtvjD4vv7nVfDR1iOxiRbWyk1RLG2lu3JeNLm4fAiiaOGcfKwcsFAG3eR2H/BR39mbwp+zr4y0AeBJdOvdH12we4g1TS55JYzOoTz7XzGVBL5W+MhxGhAm2OXeNnbCdacaaUVaL/E6I021fsfPOmYYbXmEYQne5PQHjAHr1/Orem3V0Y9RuLW5S2SS2CSRgPiZfMRvLyAR1UN82AdvXOAci3ilnkEMcZZmbAAHJNeofC74f/EDU9F8Zr4Euo/tGgeFG1fV44ppluHso7mCKdYRF9/YJxM4b5RFBK+fkAOsXVq4ZtLSPUz9xVEm9WcP4j0i308ulvcRTxoAI5ISyEkqjFmVsnoSuQdpKnaWGCcSMqHHmAkZ5ArR1HWdRuIDp1zOZE8zerSA7uF2AcnptAAHOMcdTnNGGbk4zXn3uWtj7/s/2y/BHjv/AIJf6P8AsZ+APDy6bcaHqcV74mvXkH/E1ublrwpwRuDQQwRpncwdXXhfLwOh/wCCaGieO/hp8Xbvx9onxPe3tdWtAmuQX9os0V3KZgsZy7ArIA2BjJYOy4GcV+fmm+KdV8Kiaw02fFvcNDJLGwyHdFYLIO4xvfHs/vXt37Nn7TXxwv8A4meF/hv8OvCv9uXmq63Hb2miqyl7yaYGGNFZ8Ku13WQFjgMilmAU1y1KdSVXmWx72AxuEo4dRqbrY/Xfxg+mfGzw7qnwZ+IkDeDfBf2NrbXfsmpG3SOyZSry+e/yQjyPMXJ3xxgqTuVRn8cP+Cgf7VFl+1Z+0DdeI/BmmnS/BHh20i0H4e6EIljGn6PbDZCNqgBC/MhXLbN4jDFY1r9rPAvwwb9of9nOTwZ8RpWgu9a8M3GnanaxwSQTBJY/LdZFcB0ZVOCpCtkNkZyK+Bv2ff8Ag3b+MGv63FrX7UPxN0rw3o8cwMuleGZje6hcqH+ZPMZBDbhl+7J++I43R9caUW2tTkzWpTdaPL2/M/NuGNHPzyAc962tA1+y0ZZZJ9OFzIyukbFwqoGRlJxtOSCUYH/Z5HPGFTgj43qpxnGcVseYya+kinupJolKq7lgGYMRk9yAAfwA+lV6kMEyxCZ0YKThWI4JqOgY4KCMZp3lk87fzp9lA09ykCg5c44XJ/Ad6+7/ANhD/gm34f8AiAl3rHxNt9QvNRsdK+3T2dtp8FxY2EY3borgvcxE3BzCI0TeWaUqELRtj18ryfFZrUfs7KK3k9Ev+D5HmZpmuGymh7Spdt7Jbv0Pmb9nvxL4o8Uabrf7OzzmXRfE+n3M0VhKSRBqNvAZ4biIc7ZGMCxMFwrhlDfcQr5ymnXC2a3cQKj7S0ZcuFJyoPcg4GGyegzX7s/sqfsofs0/HP4Jz+KvhJ4O8GXviPTtWgi0/wAU6B4QnjTT0a5D4CXsNsjuhVy0kZBjEmZEmVEhr80P+Clv7BHiv9jf4l3reJ/C2qaM+qXRlvtCvLBYk0+SXLwmCVZHE8L4lAdQVQjy9zENj08bkNWhhpTpzU+S97aO3dJ6tJnj5ZxNRx+JVKdOVNySsmtL9m1om10PkKRmkk3OMHufU17R+z18VPDPwj+J3w38TfEfStRmPgzxjZa9LZyySCGbTEktbxYEHmDBl2ysNoj5kUlzuJj8l1mzayuAxZirICA4AbkHqASB/wDXrqfG0TQp4P8AFEMEd3JfeGIZ2ikRmwbW4ntdrDPI22oPptIHGK+WsuZXProTnTleG59Z/tF/Frx/8SP2C/g94yi1KIXd5rXiW11WxhY+SZbm+lk8zDFjkJDzkj5ZHHRjn5utvDscGjANKmbW5TzYmdomu7rj5Vlxgbe+COCmMgO6dhrHj61T9keHwFpWo3M8um/EhZbG9ayJIhOnruRH6cyMSDwSFjJ4JNeWat441u2+bUbWEHywkEcYAjWMAAFApwG65bGT0P8AEDviZybjC/upKy8zvwFagqc6lRPmbs35b2XqVvGFvpOliHTtNsP30KAXkjSEq7cjIyAy5OTtbBG3BFQeHbGW9tIrcFFCPLIWeLO3iPp+ArFMz396sjqQ0jYPzZ5PH+RXW2HhfX9AvYNI8R6BPaTPbLPHb6hA8J2TwpJFMVZTvjdGjdeMMrBhwQSUk4rU5alVV8YnGN09Elpotj9fv+CJf/BSnQ9S0TS/2ef2oPE2lW2h+G9KksvDXiLU9aiijtjCN1raypcOUAWNVEcgbAKwx7Djevaf8Fzf2gfBXi/wz4b8MeCviZYeKJo7rU9Vs7m0uUmGmRz3VkYYmljZkJQrc7FwNsXlAjGGb8fvg7b2jfFqLRrm8XytQsgZWJH7tzgvj3CE+/419DePpzdeG1FjNDEuo2sjxRspItYRIYVUY/iEUCcnvz65+i4T8PMvWbLiHBVJU5JTvBbOo4tc6193fZdT4vijizFYTEwyvGQU0pwak91BST5NNGtHqek+EdT0/wAceENM8RJqCx3WJLfVYBGUEc6FRtBzjkOmOchSM56nB8Z+KtF8J2l1qOqawsFhbeYxuZH4dckZAHJJ4ACgkk9K8y8BeDvHvw5+Huo+PtO+KNhN4Zm0u6vPEkEFoXGn3UC6dFDKS6lmH2jVba2dkVSdkinKhJa8ng+NXjL4i20lrrqR3Ecolghto42EeAUdSF+YhvkfJByVJXoTn+gcJ415fhOGuapFyxcPdasrNpbt3262Pnf+IYzxfEjjCShh5vmW7ai9UtvkTfFH4uL8ZGvrS8QW+nW8iDSIJyAWyG/etju2DxnAAAGT8zcPpdr4c1B1j1a0YTQgKtxbSbSSOMkd/wAMVasoItA8/S9bUvNq6na902UVISUXcByhOSORlcdBmsmfw14isrp9sVpBCBlTLfxEkdj98e/OO3SvxHG51jM7xMsbinzSk3d/kl2S6I+seWU8sk8JRXIopWW3r831K/i3SFsDNLB/q5IyG5zude+e+Rz+FcbIQXJFdt4n1KxuNGjtLyW3lu4mISS0kZwFPBD/AMOfQgnoeB34opuJO6vmMxs6q5dj1cCqipWnufan/BIv9oP4Z/ChPGfw/wDiD4rtdIfW7qw1bTLq4MMJa7sILwQQmWW6tVaJnu90kJniL+THtMo8yCSD/gsN+0N8GPjR4t8CeE/gr45udZ0/wXolzZOjBGhjM9wboP5iyyBpj5pgZUeSNIbO1VZGYSY+McMrbc0p4OT+FeM4T9pfm07WX/DnpKram4W3HxM8LLJESGBzuBwRXr/7GH7Semfs1/HFPih4s8Bx+LtNbw9rGman4dvL9reLUYr3Tbm0MUsigt5RM4LqBllBAIJBHkkNldSoCkLkHq23j8609H0GeC6ivbyBGjEyAwuTiT5h8vBzz7fnXo0o4hQfKny217HNKVNNXeoeMtRHiLxRe6+1xNLJf3LXMrvuZi0h3tuZiSSCSCTnOM1hnI4Nfp7+xz8Kfgzp/wC01qngbxTrfhXwtf2UV3c2n2/WY9EgaS+acJHDdIhlUxQTRR+TGrFnuYxs8oSRt+ev7QvhvSPBvx38aeFNBtLa3sdM8U39rZwWV0J4Y4UuHVFjkEkvmIFAAfzH3DB3NnJ5qk/aSc7Wu3p2KgmopM4xmLHLGv1i/wCDZr9j7SPEfiHxX+2r4v0iK5bw/cnw74MaVlZYLx4RJfTlfvK628sESN90rdTcEgEfk4Bk4Ff0W/8ABA7w9pmif8EtPh3d2mmpFNqlzrN3euqAGaQatdxK7ep8qONc+ij0rNbmkVdmt4w1vVfhd8fvEXhnTrB7W31DU01OBpLreLmK4TfJOQSSAboXK84+5xxivQ9I1h760FrcqVlePepJBHA5HH1z+Briv240HhHxp4S+IlrHaodS8/Q7ycsRNPMENzaRgYIEaiO+JJwFMgHO7jG+HvxCttf0621TzB5ykeVmQdwBtx7g549a5G3Tq2Z6tWksVgo1EtVp9x+KHgT9kOK4hGp67uaJPmkZ2wuB2x2578jB7np7J8Of2WPCVvmKz0mOSGUc+bBuaNscgEMBycHPGB2OK1fA9iVKSL5G1Cwke4lAZcfdO0Lhhk55Ixz+Hp+kSapZaAt5bTWb3kQTzpobYBJQA2CsbzAjJwMZds9B1J9yTUNEj4uDnVV5SbPn3/goH8FfCXhX4HaJrnhuy8q90rVAl1BbwqEjt5VZWeRid5PmpGqkDHzPkg4B+MX+8a+7v+Ch3jy48KfABPB8+prJfeLdShSe3IWRVgtxHNIQ6qgDLILZQdgLKzdPuj4RYbTxXFW1kevh1akjpfhtYx3vie2aW5hgUTKqzXLERxMx2h3wrHaudxAUkhTgV+iP7PHx/wDEH/CGT62vxmMTWupSTX91q2oxQWdqrLburDzGECqPMMQjAGfKOxcuqV+adnqN1YhjBKyl/vBe/wDnmp01HV7iIWkN7OwV/N2CQ4DAHLdeCADz6fSvvMl4vweRZK8NSoc1STbbe3rbr0+4+fz/AIapcQxjTqzcUmnpvprufqn8SP8AgvhL8P5oLD4Nrq3jbxQrm2FwnmafozsshQPGAxu7wSoSePsLxsVG1gCtfnr+05+1l8b/ANqT4h6j8SPitrjSTXsuwW9pGsMMaLxHGRGAJSihV8xsuQq5Y4FfVf8AwTK/4IxH9tjT7rxd8VfijJ4b0lkjNtc22n/aZJ1kgjnDoTKo+7Iv3gcEMCMjFek/8FKP+CSnwC/Yy/Yv1Xxzo3xUn1/X9Gkt4dOJsktllaW8toy7BWbcywh1wepkyfugV8NjOJKuMxDjKVubRqKstXtZbn02V8Exy/BOrSp2SV7ybbduutz4a/Zr/ZY+Iv7b/wAUk+E/wUTSLK+t9En1G9n1i4eC3ijiwGdmQSMS5MKAKp+aQcKodxzt94S8SWHhyaLWLuES+HZYdNQxzPkCb7VcGIAJg7ZI5wzbvvYxuXmvqz/gln+1h+zn+z14Tu/h1q/w98Y6t4w8Xaraah/amlazp+mR289jM5tbOKa8jlQIyNMZJf3ZcXLQ44V2w/8Agpb8NT8MtcXx9f6Mg8R/FiDU9XvEeWGeBLKS8gvfPgkhtrZfM+0JdxFlVozGyiJihATiU3Oq4P5HvLLYU8rjioSu7+9rt2Xe5xP7Pv7PEXxm/Yj+K3jDQLHT1134dfY/EltI7XJvL6ykLQ3kap53kCKBLdpi4i8w78FtuAnzbIfIug8y8EckHIB74+h/rX2L/wAEbvF2i638afEf7PnjXW7axsfil8Odc8E2d9cShHtZtR8gIEL/ACszsjRonUvIcckZ8f8A2ovBPhrQPgz8BvEGhaVbW13q/wANL6bXTCm17i7TxVr0Ku4z94W8Vug4HyxqOSK9KFJzpqaWqPn6k4wtBPR/meWaLDbWWuaZdX1vuh+2xNIuzcHj3gnGRzxX6t/8HO/ws0TQ/wBpr4YfE7TdStmuNX8CXOmXWmWqmIxG0vZJorqVhu3GQXjoOvFpjAxx+UOnRylUSPJ2/wCrDNgA9a/ST/g5j+I8Pin/AIKBeGNFgsbi0m0H4X2Nre6fNIMC5e+1CZZPkZshoJ4e/wDDg96KikqqfkzTC1Uqck9dV+J+fVvq1z4c8X2Gpwyu32O4UsIBgLGW5UY/2SfzH0H0vpHipfGOnfYoNJPkw2yQ/b/K8yNAqgFwAMlSdzAAd6+6P+DSfwR+y78YPix8Tfhp8bvgz4V8ValLo8T6fJ4h0W3vLeSJmDeSIJ1dQyGKVgy4OJHDZ+TH7QftAfsD/sT/APCJiS1/4J+/C/xBaF3XW7PTPCdra6hFYmMiSW0W3ty88ykRgRBoyQSVcMqq30ORcSzyOcqcouUJa2X6HzPEPD1PO5xqJqMo3t1P5Yfjh+0drvhv9kG//Zi8PsLPRNb8T2GpG6sYZLc6vJEt19pe4RpGEo40wJwqx/ZcoqNLcNPw3wX8G3Ft4Ht73VLd4riWSSWzxKryQxLHlXaGSIoI5DcArIWyNjYwGBH6X/8ABdz/AIIj6X8Pfhf4e/ap/YtM+peAZNQC65oOoyTxzeHftUsEKGMTr5ohEjIrxTEzwHJbzAJGh+DvGuo2/wAOfDV7pt2UWG002G20g3UEn79kQnaG2rsKl0iG4ZAhJBOd7eLm9bC1sZUqYde7N3ttZta3+Z+jcBYDEVKaq41+7RVm1qrRu1rv2V/M8G1K5e58ZXCXk0U2JJgtxwDMGmZgXYk5yeM9ge/U2LHRdbiQrqtgt5an5japAJZPQlMEFfz2+oPQ4SLPqWt3qmSV40faJmkLnbuJPzd8kHnvmut8LWV9rKiGx1FLaeJuN0gUtk54J4PX69K9TAx56KgfB5xiJPHzqp7vW+tvmc/r3hkQWUkun+E7+w85GLnUZA6hcHJCogwe+TgcVw0qAQkh84OMdhX0vDpWrw6JLZ67ei/QwvgNFkR4HTeAevSvnbxrox0DxDeaWikRxznyxuz8h5XJ7nBFc+Z0Fh4xnundF5ZivbOUXuY9Kq7jikp0SlmwK8KC5pJI9c0bDR9VlkWW0RgequGxn8a00vNQvdd06y1FSkwuo9wY9fmGDUWjajeabp06QurHgqDzsNV/D+g6v4u8TWeiaec3WoXsVvCZGwPMkcKvP1Ir260IYfDrkv72/U5I81Ss3JKy27n693XwO8Can8Uh8brbU7m41GWEaWbOG4mktruBxulaaHq8gaGIZ3bTHCGAYqskX5k/t1yaJL+1V4vPh6S3NtHc20JW2j2IkqWkKSptydhWRXUoSSpUgkkZPsWueB/25W8M2vgvUfjra31lsZV+za5dPII3QIYzIYhkBTjaDyD3r5s+Mfgh/h144uPCE1v5clpb24lDXQm3SGFDIdwReN5bC4+UYXLYLHzK0acYrld/lY1pyu7Pc5SLG8bhxX9OH7C+h6b8I/2Efg5ollpr2UR+GeizXlsYzGY7uayimuNy9mM8kpOf4ia/ma8O6VJrmv2WiwsQ95dxwIcZwXYKP51/WF460TT18Mx6Xp9tHBDFCFt4ImIWNQMBRx0AGKypW6noYZJt3PCP2yINf8cfAfxHpPh20updQhsf7Q021sbwPcyT27CeOMKxxiRkVCR8wWTIORg/GHwM/aUtdYlFnBdogvbcXVqRIrmTGATkE559D2HNfSn7RPxY0L4VaQw8bwXVv5m7ZqVkuZbOQOoR1/vAbslehHXFfkhF4ytvg78dtT8C3Oqxw6Ra6k934fvbRXVXsZn34XLH5FU4AzkbWya5MwoycFOK2PXwlWnSk6ctmfV3hnwHZWULGRTIX+SWN1XC+5AGeBnjv7dacwt9S1s6JeWrfZdNdTcSqx+e4K7gn3uVVWEhAIyXjw3ysDoa54mtdC04yWdsou7lDFp+8HaZdpO9iE427ScHaDgDILCsvwlqUmmae6TW27LllV5iWaRm3MzPxlmZmJOMnk969NRctT4q8IqyPmT/AIKraZDZyeBbuyE8cE0WogQSzl1VgbUsQD0J3jP0FfIBJPJr6o/4Kd/EKz8ReLvDfgZLOdZdHs7m7e4cFY3Ny0aFEUrnC/ZSd25s78cFDu+V65KitNo9Ck700PjUs2Cepr6w+FH7H3hLxT+zTZ+N/h54l8S6l41160uvN06bwUiaXDAscpkWDUFvHeVwqqDvtoQJEmTe2EL/ACerFjn0r9D/APgj/Z/tA+Jf2T/jSPg9rwa28L+NfBmoa5peoKrWI0edtUTU5ZSzobdVjt7aZ5YnSQi0RMlTg8uJjOdP3XazT+SPUy6ph6dV+1i5XTSt0b2Z9R/s23+i/sj/ALFngXx94h8VXEcHiPwPpV/p1nZQsPtFzJZLII97EKG+Vsqu5ztO1HOBXN/8FFvBHx38Yfsp6t8Vf2g/Cc3hvwBZ6Touo6pY2mqo+qSyS6xbwG2WKSMDPlF3Vyyqrqdytkbe5/Yv/bvtfhb+zpP8CdC+Fl5rlz4S1nUtO8OaDrN3Hcy29vFdStZCQHy1kdITEMjZlojgLxWH+054m1n/AIKc+A4PgP4k+KFhoXjC01PRW8O+GNXsG02PxLZ397JpqmYQX1yJ2gvXhujIJAsQhn/0YKpB8bC4dyxqaXW/6n22NqqGSuTenKlpprtbzPx8+FvxU8YfB3xOPGfgK/htdSW3eKK6ms4pmh3fxxmRT5bggEOuGGOuCQffvAH7Ln/BQ3/go5Inx+8IeA9f8f2UV1NosutS6hbIlrPb28MsluoklTywEuopAoA3mRyu5lc18u+VMJvJ2fMOxNfqT/wRt+J0Hi39m/Wv2H7LWNT8NalrF5davFqel6gYJ/tM0cQhuY35AIWCKIjpuVVb75x7OKrLDxVSK1ukfI5ThpZlU+qzm1Bpuy6vT8Rf+Cdn/BPv4x+L/Bz+Hvj7+yn4o8CWXhTVmgn+JMngqbTdQ8NXRuI54rq5lEKmeJTPBvSYvshTzI8BSDrf8FK/+CUHxX1r9nfVvjDofgaTwt4g+C8Op/258PYr2K+S+8Pz6vf6k+q2TxKDFDbyXlzDslLu0NhO7NE0XlSdJ+y//wAFX/8AgoR8NdN1P9hj4zeJdMuI/D+pTpf6nqtqzXWpxblhihklDFJYFWBFjMQj3JIdzOdtfoH8Kk0z9pDwT4a8d+Lrq5u7DxH4Nv8AwD47sXnkZbiYx26IX3gqIpLTJ2kqHuLi6675a7KmJrQwkasOj1t1T3FgsBhamYVMLUTu01FvdNar7z+ZXTJUjkCKxyAck/55r6//AOC+Gv33iL/gqr45knnk3x6R4dT95kbWk0KxlOQeR80jZx6e9fLPiX4deMfhR49vfBvxO8LXWj6xpd0Yb/SNWgeCaGRT910bay5GD2ypBHBzX0F8a/EN3/wVR/4Kt6jrvw60ny5fiT4osbfQdO1W4RDIRBBbW0EkgJSPf5caE5IQMf7tduJdoqXSzPCoU7VZQ63R9j/ACO2/4Jj+K/g/8Y/hx4YvNOvtP+xN4wlkG65nubmG3vHtJOVU5QzQLkdI5DwQcf0R/C/44xfFnwzF8S/BCw6n4Z1XSILvRLmEmL7R5i71XfIQCzb4oyoA2SJKGbd8i/kL/wAFAP8Agnz441L4T+H4fiP8WLXw94ag8WmPx94kk0dAskWn2N59l1hd00iwiRbdFZAck3r8xhxFF5n/AMEJ/wDgts3w+8BX/wCxJ8ZfENrplveRzn4Y+JdVxFbaZfziSRLa7YAhbd52jlEpUmN5JS7Ojgw+bhKkq+Ec2rtN/d/wD3s3oU8DiYNRXJNJJvo9Ln6lftiePfirZeMIvAvjP4D2/jr4OfEDUDoviK90O5eG/wDDkpY2zNf24f8A0uykkSMPNE8QhjaUyIyIWf8AmE/4KJeGtZ+Afxx8WfAl7mdpPDfiW/sZZJowguo1lYJdGFiwiFwGE4jBIXcCDwcf0vftAeNvjlF+zpL4Y8GeKY9A+KCrcSeF38UxQX1rq15Gj3ZtZEgKMbZkAiaYMjxM24NM0Z8z+ar/AILH+KfGvij9tvXvF/jXRG0nWte8K+GNQ8R6SyFDYX0uiWUklqythiYmOzLAMcEkAkivSlRg8LGo9/8AP/I8bB5hjsvxmIwS+Ca0afS61XRp7P0PmXQJ5kuZrSC8MeSMMOSSM966Hwv4lmW5bTb7Yku/935S7e3t9BzXH6ZI0EbSDjgMOPQ1Pf3rPJFqMOcfxkDnI/lXRharpQTvqjzsTh413KL69fM9l8PeKtNDC1u2kaafMS7QMAnjJ5zge1cF8d9HWDVbbVreXek0ZjZ+OqkkZwTzg/pUXh3xY32pRCyx/L+9lYA8HsBjjrkn2rT+IfiDQvFOiJo1ncJNc2tuJI/JiKKNvJBC5BO0tz14HOOvoY2tSxOCevp5nm4ShVw2Mjo/P5nmFKjbDuBII7ihsZ4pMH0r5ZNpn0hvxarpt0plu7EQsECsYWwsh9SMEj6ius/ZxXUPEP7R/gWysdNe4W28U2Nw9vaxEnyYp0llfHOQsaOxPopNcvaeG/G+oeFZvEGn+FLybSbSQLdalb2DtFCxIAV5AMKcuMAkfeHqK+mv+CXnwagu/FV/8cPFVlcLBp0Rs9EMFuXk85ziWdME42oDEMo6t5zgAMmR6VfFzqU/Zp+uljGNOMW2z60vvDXhmaaa0vUJje3yy+V5bMxKjYSiA4wFDMMkcDkivz1/aV8I+JPEvjrxh8T/ABBq1nb29rJpUmnQ3atHcXtnfW3nWDIiqy7mtESV8soG445+U/bvjbxr8Okv/wC2vDnxDS2DSb3t9T0aW0bzwDuLbkVhnkMDGc/Ljnk/Dn7WPxR0/wAV+LdO0vwb4lgvdI/4QXwal39kZtrXlr4X020kikzwzW8qXEQOMqxlwcNzwzlqlJd/+AKmkm+U4z4Ef2Y/xw8HDWZkjs/+Ep0/7W8o+VY/tMe4nAPGM9q/qj169jl0YSQI2x05YD7ox1+n+Nfy9fsb2vh28/a6+Flp4wlt00mX4j6GmqNdSKkS25v4RIXZiAF2bsk8Ada/pW0TWdY8E2v2HVZzfaNKuIr0HcYlP8LZ6j37Y5wOjp7Ho4a9nY8k+NXhD4XfEWzudJ+IGnzTtMjo0K4Jh6qWB56g7uB/DX51ftcfsC/BrVLXUL3wh8RrjTLzT7hZ7Fr2IyPYxKGElsYht3xESREyAu6G2OEYO239SPit4JtJY38Y+HriSe58rdHHDa8MOQVGAQeCfyPNfGf7SHiPxtqXhy7sfjX8DtRhso4z/wAVLpkWJbZ8lTIVHzFVPmPnjOFwcGupKNSnys6JzhOnc+ebHXNA8VXsWpa9eCHzpY7XRIUspZWdGyQyiBWdVkwWLcKU8oOoZdx7a28LX3hrxMLFtBik0q3jST7cb1mZ5iQSoidArIF53+YX44Q845XS7fxLaabb6P4K1vRNPurpSdW+06U0rOu6Qs6usy+q4Tud3zjjHc2lr8X4dL/s4+NPDNxGiQCOS/8ABkzyfKv3iU1BQo+UgE++OuKXMr6HzNOKtY+UP+CqeiaDYT+B9R0mxs1kuV1FZLmGMiSVF+ylQ7HlsF3wOcbjjrXyDX2P/wAFWNM8W6fpvw+/4S7WdPupGOqiKDT9PeBYgBZEtlpX3B85A6qByT2+OK5KrvNno01aCJFgkblEPTINf0Zf8G1H7IGk/B3/AIJyr8cbm12+JPirrFxqV5OI5FkXTrWSS0tLU7XO5RtubhXVQxF6RzhTXin7D/7Iv7G37B//AATR039sn41fDHwJrPjzxB8Of+EittW8bWaX8O+8Vp7CCNJWbycQPEJPs8TTHbIcklI6+u/+CQH/AAUa+Ff7T3wmsfg5Z6Avh7xPoWnibT9DHheDRLe40d5ttncWlhDdXJt7YLJAgJITLDYWUjbzqcZp2OyFOVJxb3eq9O5yZ/YV/ZQ/au+I3izxv4H+HeqfD7xx4U8VvoOs6loMJ02cXsVtb3JUQlfIu0aK8hlVp4HLJNGThsgejad/wS60DwBBa/Er4ceK9T1/4hL4jtrqfxh47jsr+9tbRPJ/0KFEtUs0g2pKsYa2kaGS9mn3McCvoLwl+zf4L8LfEvVviRp0gku9duTfasqzvDLeXYRIY3maEr56JEixiOXcm2KEEfu1IsaXffGrTdb1Xw34w1PRpoY3VvCOrW9hKt0jhEZVu40lxN8yyF2i8hGSTYAh5NqMIyU0lc741HUpcrbte++nqfyo/wDBRr9lrX/2Lv2zPG/wI1fQYdPtrPVHudAt4743cf8AZszGW22TFEMgCEJuKIxKnKryK99+NWj3vw6+HXw//bC0P4yaDF4q0f4eeHn1bQ/+E3kh1i/YWsNpFLpphtomHlQG0M0ZdpIZIpnWSaJxj0v/AIOj/hnbwftgeC/2jdBuS9h408GmwvbWa7illsNX06dhd2jLESsZiS6tEZck+aJQcdK898Qf8E5tG8QfsUQfG3T/ABbImrx/DO38S3KXemJteODTEuzDE8TL5WEDAkht5fc6lwrJNTDxrSjd2t+Ke6/rsefTq1MLWcoXutn2PkXS/jb8Rovihb/Ge88Q3N1qltqi3jz6ldSTNM28u4kkZt77iTuySTnk1/QN/wAEk/if4R+IU1toBtkutM8ZW1nf6ILpdoW/VGltpOMNGXE1xBxgqLrAOVFfzoxXix6NhofvMVBIwCO+PU5xn8K/WT/gih8Z9Qm+FGi3cGrSvfeHLk2v2gHBtxHJujC+u1HiPsSte5iMLTpUFGK92yVjChiq0sX7WTfNe9/M+t/+Dkv/AIJPWH7Qvw/0z9un4SeFbCxu/h5p9tb/ABLbSNIYX+s6USjSXihPkc6fAoOGGTAZA0qi0jjf8jP2Uv2Xv2mP2pfiP48/bI+Ev7Pepf8ACG+GLy58QahLZaZcxWJZtQt0NlaTogh86Bbpbgo0kYiht5JmISM5/q5+HvxB8OfFHwfZS63ounzaJrlh5l7YSRiaC7FwGjnR0dcbBL58RUggqu48NgWrz4f/AAmj+Dmpfs6/B6LRvCOgSeFb7S9P0/wxpsVtb6aJY8BoooNqw4ErOEC/McsMYO7zK1SfseSK/rsehUwsliI1orR6/O58Gf8ABTvWvHn7QX7HF3+zz8LfHvhvRNY8VwxeCNJfV5Hg0+71S5jhzaRzbZFDS23nRRfeLvcIAeGI/Az4K+E/jn8BP2nI/AvxN8ESWHi74bXLatdeHNcQRlodKil1GW3yDhg8UDbGBZXWVSpKkGvuj/grv+zn+0N+zD8FvA/7PfiD40atrXgXXrqfV/CmheKxbpf6dd/I1zfPJbtKYIFN5OnkmSR1GWLsqxQxfKGnfBj9uD9uGHVPihH4q8W+M7vTdKksPD2paxqzTGaKcWlr5CPI/wAk7wyyeadx3ySxIcyzIJOTDTUcPyxWuz+e56ebzhmc4R9m04L3bbNX1v6s9r/4Jwf8Fd/21fCvifS/2YdD+HMvxgt00+5sPCmm3eoNb3uhWzeWzKl6Q0cdoghjLLONkawRhJLdA6t4T/wVN/Zk+MvgnxBrHx4+MGp6Vfa14j8d3SXb6JfyXEKWLW8JslBlhjcFBFPGxKgHbHjOcn6H/wCCKcWg+AviR4o8Oaj4E1DS9a0Xwfdprd1eQG3b7S93YpEhy+8/JDcn5lPJbhMqtJ/wVD1XRfEnw61vwpbX9xJJc7GgmljlS3SRZNyhTLKMMCqAt5TLtZgGTaSzxOY1p1fYL4E7/M8ZZZQw9P205tztZb6K92rPbU/LWCZFj2qcEZVs9x/kVVNw6AojkAnkVe1bw3q2kPIl5aFTEgd8c7VJwCfbPH1rMJJPNdTrOUTiio7ont5zE/zMdrcMAeor9if+CDH/AASH/Yi/bZ/ZF8W+N/jtLc614x8RpfaVoBttSeFvC52tFDeRxxOplnVwZNsu6Eq6qyHJJ/HFcHhjX6+/8GqPx41bQvi34q+Ed3fD7Gn2XUrNGkYt87PDJGAW248wwMMDOd3XcccmKq1oUbxdrM9XKKOHr4v2dVXunb16H5Z/Hz4JfET9nD4yeJ/gP8V/Dsml+IvCetT6Zq9m4O1ZonKlkY/fjYAOjjh0ZWGQQayPAfgvxN8RPGOk+A/Bvh+41TV9c1GGw0nTbVC0t3cyyLHHEgHV2dlUD1YV/SX/AMHEn/BLv4Pftnfsn+J/2ufh74ZtrH4u/DzQH1htQs9qNr2kWq77m1uT1keO3DvCxBfdCkSna+B5J/wbcf8ABOH4AeA/2aNF/bM8W+FH1L4o+K7K8uNOvtUiOPD2mC5ntY/ssfRXnSIu1x94xyCNdqGQzR9Yj7PmFHLqzxXspK1tW/I+gf2ME+DX/BN/9hub9mL9pjQbSeWe5nW40y61K3v7fWLaW0aFfLVra3XYsNukcyiJ/mJd2d7jc3wN8J/2WPg74c+E1no9r8OrCMS3N9ewwalpMdxd6fHcXU1xDaTuyktJBC8UDMcZaElflxX7I+P/AA5aXllCy2iObacMskqqcKo2ng8cjjnpmvyS0j4g6h4L+P8A8Qv2WvEGlFrrwprVzJ4LvypU6roJmXyA8hCq81os0dvK+FLkhyGYSNVYGs6rlzLY1zbA0cPCM6b0elu3Xc8p+Onwg+GHh3whrHiOwNlp9rb6fJJeRWy/u1jVTngEbTgHoCBjoea/KKaQSTsyqFBbIUdq/Xv9rLRb3xN8IPFOk6PpP9oavdeHbxNLgE0bTNLJDJGyoAp3HD8/MDkKO9fkHcRNFK0bRsMHBDdjXZVd7HgUY2k2INyNvjOCOmK/av8A4Ikf8FUrL48eE4v2Tv2jvEFuPGOkWSL4a1m+nKya/bISDG7EfNcxrsyQd0yZc5ZJGb8UsMvOKmtby4sblLu0laOWJw8ciMQysDkEEdCDWUXyu51RlKOx/UVrNtbWIe+0TUbjy2BxYWk58tu+V5+U+w4PoeK8b+OHgW7+JFgYLXxBqFoSC8toJU+bBHy4bgjKqMY6A9eQfym/ZI/4LX/tI/ASxi8J/FO4k8caHGojimvrorqVuvGMXDBvOUYPyyAucgCRVGK+vvAv/BUf9lX9oiGOaX4qW/hTXQVFva+J0aw3HackzZaADee8uT6c8dkJxvc1jNNnhfhPxxcRW0MIRF3qWuJHnCMUDbSylclsHPpjA6cGvRfDev8Ah2ytDf297JPLEFimtrVDiSTOR/DvA/hO3gBWYnuPHPBmka3FaLHeppyl/LkhjZsGRW6vjYflIXcT3C4BPbtfB19NFoctvss9yOEhdGHmEHODgncQNpBxzyOQOqd0eJRk0tUeT/8ABUTwb458eTeGvEHgnwDqV5oei6VML2+sU85Ip5HDNuRf3kaBI1+dhtJYfMTwPiUpgkbDxX6xeFtdvbVY7+xugxlKbDHIjeW4/wB0YGTzg8gD3JrP+N37HGhfFOx07406l8PtS1TXdHv4L6DT9E8OzXNzraRSb2spzCr5SUAp5jqxQ4bIXKPz1Elq2enRhUqR92LOL/ay+L3j7xB+y58HP2Ovij4NnmtfCGvWem6vd2+ol5EXTLaSyvbcbUaN1hlEzGUOylY0xwAaueEPAenfs0eFvh3/AMFOvBnxW1+X4m6dDbaz4v0nQbSG4sZ4pdhmhuXE8O1liaaK4tIgVWIorTQTJMqe3fsXfskftI+HdO1rRPjD8HRe6J4dur7T/BSaxd20l3OLmW2ll1GPdKoj/e2rOVkVjKuoSrlREzS6vgb/AIJkfGfwz4A8e+EtW1Tw9baNr/iLUrzRNMuNRkd7WwulWQW8hWFwSjPOuFYq3LbiCDWODlh4KSqSWt/+AevisLjcXKm8PBtpJW67an6r/BX9r74c/F34HaR8YtK1G4s9P8QaNbajpd1cQlRPBPAk+6JtmJDGrFHUDcrptZUYha3PDXjvUvEt5cyxTTzrYxYieWIRl7mX/UxKvP8ACyu/IKkKvUOB+X//AASk0i1+HP7F+l6V4x0K/uPF3hb4gXXhCWeS9LWV9EssV8ioHG4jyrpUVFVSn2d2OACH/Tn4TadbfD3wgvjX4l3sdtDaK88kpkB82Z/maXjJLHJGM9z7VS5HFSi7pmnsquEm6VaLjOLs090z5F/4LU/8E6fhv+1D8Ddd8LaVpa3Pj7RNJuvEXgxrR3E51CSGLfbYMioxu3sWU7shS+8DcNz/ADN8H7bQtd/Y48K/Crxzpt/b2178LLDQ9ZtzaTGdUbS0tp18uMeYWwG+X738O0HAP6P/ABo+M3w38DeNbb4l+ItX1G2h1VpNzafod1fSNbpCoDtBbRvK+xUdiFRyPTOGH56/FH9oP4EfGLxzrfxZ/Zw+J1t4k8OX+qPi/tNNvbPF+0aPPC8V3EjrKrS724IYSqR97hp+8l13OavT5Vz9z8NtThntJRbTxlCnBUjGPw7fSv0k/wCCBiz+LbPxl4eJEY0CRL8Mq4Mkc6CNwT7GFPxYV8J/tW6Evhz9ovxlpUGlRWUB8RXc9rawIAkcEsrTRBcEjb5ciYPpivpz/gld8ZZPgZ4auNSsbq7DeJ/Hljol5Hb8qEksrpIWkAILJ9olhXHA3FSW42n38TNyw91toeVTXLNPsfu18Nfjt8S/B3wDv4Phr4YbxJf+FtdtLi68Km7EH27SbmeOzvWEuxvLNskq3gIHS2mBI3bl9l/YR+JupfFn4hfE+DW727ufD6tpcmni+VI7iKSWS9eVWVGYFVCwCKVWDLFHChXMBlf5K/Z6+Muh6J8W9G8bXsEtxofiLTrVtbifSwkN0txbLHqMNtHwDAkzXdupIwDEVJJU19G/8EpItd8Ead8Y/AvxA0KeHX/AvxZvfC97cyxwx/2vb21nY3VpqSJEAsaXNtqMVz5eMp5rLltoJ8SpzSjyI+ho4ipOk6K1UtvKzufnN/wW9/ZW8TeF/j1e2+p3Hjb4j2+tWw074fahrID2elTRrB/xKGlhIjkykuoSsWEc260idzIFlaT63/4JBfsIfCv4PSaB4Qm8PX2taZe+DL0a1JqVvENNh1Kzk0zbcWwVAxllkvtQikZmLBreeDJSPaPue3+H3gLxloMF58RfDmiapZx6tLcxQanYxSLaTTzvPtHmKVl+aRMHaHLLnJJAU8PDw34Z+K2p+IdC02wCXttBZ6lqaECRzbxtJCZGAPnKouZE8wkuoAyGVZJByU04PlnprddjsniJqDi1aSVrr+t+p8hft6f8E1dC+GvjTX/2yvhZd3LhvDQsvEGmLGFZoInLi7ndZUFz5EY8tZHUyqkjtJM6hfL/ABS/4KA+N73TriOK50MPJcSmS0juGLsI8sfM2AtlM4+YkZ2kAHkr/U18XtQjsfhrrlxc6THfgaRcqbKRsLPmI/IfQNjH+NfyRftQWXifxBqmpeNb2aS7tNSuTK+qefJKrpyQHkYAZAIAXjBAwAAQMqlP98pvqePi6lV4Z33fX/Mxf2Xfgbd/GH9lH9qD4lwXEk2taR4J0z7HYPahy9iuqwahd3CtxsMUemxrx/DK/GCa+Q5FAY4Oa/VD/gnp4XTVP+CYHx117wlJONY8QXeuaHFFESsdxb/2JFFGrjPzDbeXTKn98LjJAI/LCRMMQDn6CumJ58YONGDe7QmQMHFfdH/Bvp8VPA/ww/bxP/Cc+ME0hNa8Jz6dpbuV2z3rXtnJHF83VischUdSyqByQK+FwpzyKns7u4sbhbm1kZJEIaORCQyEHIII5BBpVYe1puPc6MFiXhMVCslfldz+mT9oX/gq94a/Zt+OPww8TaYT4p8B+MLe80bxMmkus/kXr+QbJmBG1Q0kkkLJ8pIuAzE+SiVH/wAEvvGQt/hf4ZufAPim1udJ1X4SeFx4f8PQ6g8sWk20duRLayuyApc+dPLERuceXBBKSplZR+BXwi/bC+JXhv4Oax+zXLbWmo6V4h1SznspdSkP+gXMd1DMG3d4y0Y3DI65yK/YT/gmT4q0nwR8OfDeq+Jr/T7eLQ/hto63V88okigaPTQhGSeSuDkYI4+XHbz5UJUqDcuj/pn2NHNKOYZhCNJW546rqmt0+60v8z9HPEvxK0XSr/RvC+taxBJdeInvbbTYY13sy2sck11IwUfIqbViy3AdkGS0gUfgF8cfjvoviH4naj+1j8OIJTrXgf4p+Irh7aaRA1xpLapdM9m3mAqmbGZVXglWX5Bk1+j3hf8Aa40X4v8Axw8C6pBq9ru8M6fer4jEMKLFHqj6e8t9EokwFzOFfALDEnB5GPxk/ah1i9+EXx18ZaDNp5t7DxPbHUrdA2/fPIpjln5Ync80crc5we2OK9HK3CLfPtJfj0PD4kp1VSioq7Uuny/T8j9R9U8L+E/Gejab4psNRs2triNL+x1KwVNrwum5WDunMbq2cjbkH8T8Qft5/wDBNvUvE+s3fxg+BEAub29nMup6QZADeSsRumjJ6SE7mcE7W6htwO/6A/4J7fHK38Vfsg+BovFWtxXl5pUD6dIpi8w2cdrK8EEciDG5RAsJ5zkdR1J9m1q9t7qyUWTW15HcE7WDkFckHIPtz1yQR1rrtzJHzcrxfmj8NvGXw38ffD2+bS/G/grVtInUcxanp8kBPuN4GR7jrkVgA4Oa/aPxVPG0z2JuWtkMoaLypSTkNkN0U5AHp6cV+L8mC5OMdOM1nUgoWKpz5xlKrlegFJRWRofrXp2g/Dnyrhdeub/VLi/uVmmmub12mYr90KAwwADjpjHXoCOw8N6B8ItNXzD4NsWP8Av5ZLgdxyrsyd+1eBWfjGXw1aQ30llODOoYia9eN1QNgs+8dMg5PPbAHU9T4M+Kdj4jjW68PR2rLMSu4QszMQSuVYD5xkMOBnIx14rCUMRJn1VKXD+H05l8l/kmfUvg3xx8P/D8SR6RpuladxjbZW0MSk/7qAfyr0HRvitoccH2261eJY1GSXdkQe5ZuMfU18pWPjeIS4tfEr26raNK0bhQzNtyACuOxzyB0PfisebxlPdD7Tqt9fyypKHjCSlFdBu3ZBBPA28jBrP6rXmdSznIaemr9F/m0fadz+1N8N/DFg+p3+p2kkMYG+SK7SVuc87IyXYcdlNcF4v/AGwdM+MN8vhL4bfEDTra3dmijh0PzZNXvJFydsMDQuHQqCSChYZBBQ4r8TtO/aA+I/hb4it4h8QeINQ117WSeC4tdY1CZxJG4aN1yW3I4ByrDlHCtyVFfoF/wSE+LHj22+Onhj4qfHPTvstlrHh28g8Ca1BCptp0jlkjuIAsZzC+9XBOPv7NyhXMowlg5aXa3R9DkGeZTXxnsqVBudm4tu+qV7JJdT2z4B/Bj9qPwv4i8VW/w5+HXiLQP7R1nTNc8HeJdR0sNY2l5bx6haziWO5Q71e11GfbjA82CEtu2rj6z+GP7MHhbwzrGm+Nfi54z8QeMfFNqHvdQ1zUNXkka4fbk2qRBhGkRIBESKsYILYXJrt9CNv4gvn1S1fULySZstNNqRJ9uWycCu+0HwDe6gqeZaTYYjcJZDKMdvTP513UqP1emoLZfqYZzDCZnmU8ZiPclKzaXeyXU8g/aSh8Va/4X02bTNOfX9UfU47e8hsb4W7WlrfO8VzPC+CP9HjuGkKHO9YCilXZXH57fBj9iz9oz4f+DmtdJ/Z/1GxudVv5r3VI7zU7N5pZ5JWZmOJ8bMKqgAghNuedxb9l9D+CtrIQ82mx8D5WEhU/l26dK67RvghokYEk2nwjdjqN2frkGmo8tXm7o8yrDIJYeNOpKTSbejXVLyZ/On+1t/wSg/bn+Nfxffx58Nv2ZpblbuzQXkh8UaXEXkUlVLB7rcWEYRcjAwq991Wf2fP+CKX/AAVP8DajdTf8KgtLK21K1CvGvi+zzbzRyK8UuEmKllIIBycBj3xj+kzSvhNocEY3QxrgdBH0/St7Tfh5oEaFRsLKMhdoyR7V1PG1uRU29EeW8Jw5H4VJ/P8A4B+VngX9kj9orwLpXgTUvHWjWls9t9v0XWJZLmOQ29jvivdMVCoYNturjXAwBXcb2EksExX6D/AeWxsPBf8Aa+i6JGNU1W3ZddktQd1zqNva2lkkkm7p/odrYDdz1PpivSPHHwk0DXfDcmnXsJRHlTbIRjaQ6kMCRxg9/WuN+FOqaB4M+Nmo/AzU7ryLz+zhqlkJrY/vLXeIyUJx8zOY8kZB+zMO1c7qyU+boelTWTQwHPQTU4u7Td7p6aaeZ3mktNM81leaH51jcqga2cKNp+dWOMENuVguOKxdI+HXjXSPFlpq+j3tqllbak0s8cpbzLi18p1SNuCC6P5RD5DFRtz8p8z0SKfRrc5FxGpB/vAds9z7UmoazpthB9ouQIkBGHfgDPA5NEpub1R58sY5cyjDSWmv3GL488A6R438H3vhWOwEa30DxSW73MyW7KwYENFFIqnrzkEHupHA/IXWP+DSjWPE2lNpes/tyQrGsrSW0Y8FPKsBbOQu67QY6du3vX65eNvjX4E+H2hz+I/GXiOw0rT7dN017qV4kEKD1Z3IUDPGSa8H+IP/AAV3/Ye8A2klxqX7SngYlOiJ4wsMseeAzTBe3risnBJpszpZbXxXuKK+f/BPAP2Vf+DfNv2WfhGPhRY/tcnUElubi4vLk/D1UE0kgChgrXzbSI0VCd3zDd0BwPkp/wDgyu0NWMh/4KSXJPHyp8H1H89YNfofr3/BRj4jeLtGtNc+C3wygl03UrC31DTNc1a+jMF5ayKrLJFskWNlZXQpIJWDA5AIwT8H/Ff/AIOM/CS3d3pkf7QljbXEUrxvbxabdny2BxtHkQYOORySTjrTlUUF/wAA+iwnBNbFcvt8RSpxX804r8LmEn/Bl/4Jtxi+/wCCiGpyH/pj8L40x+epNUE3/Bnl8GtLYnUv2/NVkCjLgeDLeIjHfm7avnr4wf8ABfnxZ4luGg074t6zcxsSRLp8U3HPTbKY8HHua+efiP8A8FQ2+JMrp458bfEDW7PzBu0mbUvIilXuGbzZMfTYRXLLF1b2hTb9bJHpPg3hLB64nNqTfaKcvxWh9h6l/wAG5v7FPwq+INrpupf8FNodRv4rpfsuj6LplvJqZmB4229vNNOxU4YqkeQB1HWvrj4U/wDBMn4eXfwz034Yx6zd6fJaWkf/AAmcrefJd6jJM6TyRxkXO218jdNbxgB8qSZfOIUJ8Qf8Exf+CzH7I/w7+L2i/CnWP2Xz4K0vVmnTUvHr+JTeyxMlvI8Qa3SyLyeZKscWPMCx+ZvJCq2fXvi3/wAHFPwE+EjXS/BvwXqutXWsG9Fl4gnIjhh23txFHObeWIM2Y0hkWNmGRIQ2wjDdcIyqU/3q+V9Dzp1+F8urNZdU5pR2lJW162T6H1Z4h/4JdeBLVpR8OPEVvDNqN+1xKt9o8EhMhwWZ5EVXLNtGSV5xgk1w/wATv2MvHHg6OS9179n/AMM+IY4oysl9pfh+1vJdnPSPyvN464APWvzk8Q/8F1de8TyahrvxP8WfELxRfzygWvh6z1EeHNPtVA5Jl06UTvJuHHIUBsbRjfXCr+3r4v8A2lficsvhlfFvhvRbLRryN9OuviFqmqQ3zEr+8cXcrkPtYgjcVwwAA5LTVqRoUnNR0XQ9PK+IJ5pm1DAKUKik7OTgklfqndNlb4seK/F/wX8deNvCngC2tbSO18bXU9xpd14dbeqlYwpH76Py+IhmJ0UrhtxGCo4HVf2ovijbWz3U3xiubSREyIrC2iGeRwoMEhXIJyWbsecNxR+Ifi/7YJdL06zCsrYIhHAIryjxBbWyDOp30EJOeGfDdu2M1y4LNJuko8n33Z4nF3C+DpZtVrQrX5m3ZJJK/TdlvxR+0Z481jUGvp/FWtSTbDiUal5RV92Q2IgFI6cEZ9COteYyAdR7VsajNoMQIgZ5sHggYB/OsqWWIkmKLaD0DHNej7WVXVqx8BOhHDy5Yu5FRRRSEeh2ElzrZuJ77U7q5e5x9onkv2bcvcvz8+SPX+uey8BWHhfS9RjuWtvLuYHYRyR6rcROx+bIGx12df4SOp5rxm08Q6tZ24trW9ZFWQOoUAYI6HNE+v63dXMl3Nqtw0kqlZHMpywPUH29ulehLE0VtE894Ss535rI+nNP13wOC08mkNvmi2Ol3qUsgXoekkjHPbk+/wBNiy8TWMGmf2XpWl2EtpcKhFrJaRGO5JP7vaNpDtuYbep+bseK+Rp9Y1W5kWS51KeRlGFZ5SSv0z0qxceK/E90G+1eIr6TdEIm8y7c5QNvCnJ6bgGx680li4L7JSwc/wCYs+PovI8baxD9le38vU51FvJFsaLEjDaV/hIxgjtjFfS3gj9qf4kfDv8AYK8KXfgXUobPVfBnxKe00u5FvHKyW8kN1dSB0dWGDLOuGxztI7V8omQsSxbJPU+td54C8QWQ+DfjfwbdXkKPIun6laR3F0kZd4bkQusQYZeQpdbtq87I5GPCVw2Tvc9PD162FqKdKTjJbNOzPu7/AIJtf8FdP20viV+1R4Z+FPxB+Kkcvh+/t71ZrW18O2gJaO0lkQ5WPd8rID8vp0IzX6sa5+1T8UfhR8J7jxjrPjqO6uo7RvJMdjasrzsfkVWWJd2G+XpyAM9zX8/n/BL3VbTRf26vAOp3n+rhu7zP+iNPjNjcDdsUEtjIPAzxX62+Ovis3x6+ImkfDzwZZR31vZsbl7DTWURIEDHLtkJGudq5Y4Bbr60n3O6OMr17urNtnfeKv2qf2+rf9n7xBq1v8c9Ut/FuoeFNSuPCNvpfhnTZHTUkh32kG1rYK4dkKMTkgzDjjFfnP8d/+Czv/BSLxNfeE/E/wz/bx17SNN1/wToxj0iyMMlyNUhtksdT8z7Jbfunlv7a5ukiYqwhuoSFCsmf0Vu5PCv/AAhN1Be63e65eadpsi3P/CKXCGPTHMahgLjaSJAplTKv5iiRcKpVXH4LfE3xVp3w3+Pni+5/Zy8aajYaDB4o1CPwxqOmX0sEr6eLiQW7b1KtzEEPbrUdbmGIk7rU+ifjv+3R/wAFvfBOm23iX4s/tL/tFeGNHviDpuqXesa3pFteejRSN5O4H2rxLXf2+f26fE4ceJv20fixqPmDD/bviLqc24e++c5rlvAel+Jvi14z1K41a7udWvV8P6tqV7dX94WdhbWE85kd3OWI8sYBOSQAOSBXGMCDg0lruct33Puz/giv+0p4mt/25dGvfjD421fxDZpC1y1jq+rSzm+8t1MtqPM3f62EzKw/iXcO9fu14A+BOm/s9fCf4e+GNP1G0u774VaPb6HfPYaa27VdHWzFhf8AkpkGeQxRTTx7Cx3kqFZnr+Wj4IfE3VPhB8UdG+IOlMqzadd7iXUkbGRo24BBPyu3GRk1/TT+zL8Z/Bv7Wf7Ovw2urfXLePxJL4SttRfwvc6gkmoi0t1n01r6VJJv3sUs+mSq6IjbWnUu3zK1ddPlnT1PTymUZ4h0pvRrT77numqfEWHT/D3/AAlV5qen/ZtNSGTUnlZpFmhTEuAImUh2hYkAtx5iMQVwG6/xn8eBoukX82keI/Ogs5EvPsSW4kf7FOgK/aIJJN4jJyFOE2ADiQhzX5nfGPWf20/BX7TkWmeG9e0XxH4E1aGOym03WL8WVxZrFEWPnL5S7A0+7MsKMz+YhKr5ew27XSPj3B4pc/Ej49a9qAmgFtJNLcSgSRjAVN6L5ip80m5SQGJySx5PNhVi6teXtY2irJH29ajgpKEoO7S1uvQ8e/4L1f8ABT7xb8Qfh94Y+A/w88Hy+HvDV9qlxe6rejXHuW15YdghWSIqPIjVy0mwO5ZvKcMnl4b8kvGvjO/8SWzWV3IjRNKELyggrIWOW64+UAgsB0PQFuPsX/guHputeCvH/gx57WY2F1pl0un3x2rEzxypuhVRyrRqYtx5BWRMHkgfBt/dX8ujxT3krnfKwhQj5QvVm6dSSPy+lTXpv6w/L/gHwOaVq0sZOKbsn3PtLxR4b+AfhD4GH4Z3vxC8QaHcLay2+k2N14nZYPtsah1lkikLokby+XI6wIr4m3FwMofh29meW8kmnyWdtz5z1PJ65PWvSfG/h3wJ8OtZ8O6n4L1qVZ5LmO6eS/kEoiT5WVnVBuXAIYDByGyCeteYXMjTTvMz5LHJIGM1tVkpNK1jzqUpNXvcRpQc44/CmMdxzSUVkWdf8Gda1jwr8QtH8U6RosWpyWepwFtNlEZF0N65iIcN8rAbS20gbueozj+J9X1G/wBXkivr3zRbO8NuFdykcYdiFTzPmCgk43c4PNWvBPjjU/BUtxcaMsK3FxC0QlkhVmRGVlYAnpkNyBgMBg5BIOHJHIZiOCWPYjmq+zYSvcaSTksxz6E1t+CfHnibwDqh1fwtqRt5WjaNi0SSKytjIKuCp6DnHGAaxPKY9Vx+NBjZPvcGoaUlZm1GtVw9VVKcnGS1TTs0a2reNfEmtSvLe6zOxkJLohCLkn0XA/SsppCzEyE8+9CRNK2N6gerdK6Txx4KtfBVnpcR1yG5vr2wgvLq1S0uIjapPCk0St50abyUcNuQNGwKlXcEGiMYx2QVcRXry5qknJ+bucwzbgKSp4bC7uInlgt3cJjeUXIGemfSomRkJV1wQcEHsap3MhtFFFIAoyR0NFPjhllkEUUbMzEBVUZJPpQAylAHdv0pyW80pxHExPoBViPSdQfn7HIBjPzLtAHrk/WnZicorqVKVXdTuVjmrGpaXe6TOLfUIDG7IGAJzwe9VqQz0T9ln4leFfhD8fvDnxE8bpq7aRpt3I2oLoAj+2GN4ZIz5YlIQn5+VY7SMg8GvsXWP+CoXwO02wu49A+HHxD8XafEQ2qaNrF/Y6DYMSGRRPDpsZjuk3Ff3c0RAOelfBvge7OneMtJ1GOFZHg1OCRYnfaHKyKcE9gcde1epa/o2jaxo0/xL8K28Xlsk1l4qs7aRjHbrIoVXTcdzhHIYE5J2gnJDGm3cOdx0Nb9oT/goz+0t+0Bon/CDz+IoPDfhVbdIP8AhGfDMRtreWNVKhZWLNJKpU4MZbyvlBWNcV4JI08rGSRmYnqTyTWroer6bpBK32hR3b+Z/wAtX2gDGMdPXB/D3rsdPf4W3StdtBOVETtHHFBGCZOAEbcy4Tkc8ke9VCHOY1azhq1cqfBv4neF/h14W+IWkeI/CUmpXfirwSdG0S7inEbaZdHUrC5a4yQcq0FrcQMoGWW5YZXO4cEUJYgduua9K1ey8JPbxzadYWQUxkNHcSgtu28cgjnPt29659dD0qPUxcSW8JgQ/wCqEhwzDnGe4PX1xTdJozjioyWqsY/hbQ7nxJr9noNooM97cpBApRjl3IVRhQSeSOxr9qfCXwQ8P+J/hp/Znhx9b8L3Xhb4gahq/g7W7phHc6Np+uQwNb2sDxOkxjin07XYkZSGfIJSBpBLb/kZ8MNfsfh98XfDfxNgsS0Gha7Z6i8NuSsjLDOkvysR8rELgHoDyOlfsD+z1+2X+yX+0B4IuNF+FOi6HbyR/wCl694ZNp/Z88MXkmFJiscZjniha6ljwnlqSsQPlBgCKM0j6jhz6rVrc8muZNWT6pqzX4m4n7YPxmtviR4d+CPxUtfD/j3TbzSb3UtRk1y1P9oxW0EtrGrQXFnGylgk5uPNkhcSojfviRuPSeGf2mvBGmeHxqXg/RtdlP2WKW+tLLydQsLAycZkubjEzRqwZWJgUggBQSyg/B3xg+OV7o3/AAUoa20TX5NL+y6BBb2r+fBdwx3bwpdbI5BlJHkcQJ9oPJOZ2VyPKP2JF8YPBPhvwpcaF4m8Oarq3i7UrW2j0BL2aE6ZFa3MCOqR3TPNJBOrgFQJm8pY2hDxqyLLrGcz7LD/AFLFznb7LsfnN/wWH+KHjD4nftJWdhqsqw+H7HT/ADdCtkkLxAzbTNKrnAfcEiBKKiYiUKpIMknyxPBeeK9UTR/Ddi8scSBLWIctsHVj9SST6dO1fRf/AAVK1SG4+LltYrYwQ7jdXFpFb2jW8aWnmJAm2IhTGTJbTuVYBsudyjAZvm3whrkvhrWo9WiYoVRlVunJUj+tY1Fepe5+eZooxx1Tk2vodfoXwc8cXT2S6po2nQ29vIJJIb+Ur9oUsCwZoiXwQAMKQQM4wSSeG1rS5tF1m60e5kjeS0uHhd4WyrFSVJB7jI612UXxZijkbVWgk+1Bh5YSUAcDuMfT9fx4OZ2mlaR3LFjkse5qWkjzaUpyvzKwygAk4FFOTAyTSNT6T/Zk/ZK8DfEv4aweOvGF7qttf3F3cS6Ytg8TQyW0RVC0iyRONwl3jb/EoGB1J9Y8B/sefs8aRcXTy6XcanNLJiEXN2xEChNuBswQ27JZj3IxtxWR8GrQaV4C8PaLpGvfZ4X0C2uGit+d00yCRuSSOGc5Hq3uK7S6j1vy1afWZooJMtviBiJyMHnBznrwF557YOyikckqzT0KV9+z58HtMla/tfAWlxOjiRJrqyEkjDOd+D94nnrnn16V8r/tX6B4W8O+PrSw8H6PFY2r6WszQwxlQXaWXJ5JPOOAcYHAAGBX1b4o1OKWCCSfXp41szyrsSeORuBwTjJ+u0ZzzXyf+1dcwX3jrT7u3vPPU6MgEm7Of303X0OMcUTSUdh05XqWudp+zdpVjdfBye8utFt5pB4huF+0SxoxUCG2K8EHJBJIJGBuPPJqv8Xvh3oPiSyS407SLPTrmCPImt7cIsoA6OV7kEckE/UcVj/AzxRBpvgSbSL1FeF9TmdVkVsF2jhXAPI6KM8ZGOuK1PiXrmriEM16IEjjZo9gbDfKTwTjPfg/0OXCKaMKtSUar5Ty+O61jQJptH1tSFlb5SsakEjg4PGOpz754zXPalKZ9QmuOcvMx59ya2da1C9vbiR9S2ZnILzHdntzx+HasK4H75kDg/Nww6H3rKT6HXSSbc+r3IqKKKk2Ol0zwXa3rpu1hVycvvXAC9/m55/xra0Xwx4FtZZJdZ1OUoIW2rAwZhINuAQyYYHLHjGMDnOa5hdTS7cwAEgHESKn6dR1rf8ADGqf2PCLj+z7aZ9wJFwgDRtxnqc9eOfT611xdJy2PPqutGN2zufC+keHb8JZ6Hp95NGgJd/sed2Bj7xXHOfTPTmvRtG8E6bqEQceG4JI0Tc/2mTO457DOTyO2B/Tym18Ua3JA6JqcaXRYNC0tyojjUYAAXjseufXjvW3o10U1hL1tdnk8sBZIppmeOF2zxlTtyAc5PryeauVr6HnKclK7OW/au0ODQPHdhZW9ssQbRImKoylSfOmGRt9cZ+pNeW16X+0SIZ9S02+t7pZENq8SqEA2hHzngnOd+RnnmvNAM9K5Jq02e3h3zUky3o15cWGr2uoWYXzYLhJIg4yCykEZ/EV6hN48+ImkfEEWHi7wbFp0N5EIdT0bTtMEQuIGyD0DMzANnJJ5A715PAzpKHQ4I5Br7U0vRPAfjjQv7X1jxnY3dvbWx+xXrXXl+TMXYlFZizsEXaMv8zNhzjHCjuOq7Hx/wCNdB/4RfxNeaELtZ1t5iEnVSBIp5VsHpkEHHanaFNaGFbaUhSzfe25OemP5VN8S7iyn8cam2myK9vHdtFA6NlWRPkBB7ghQfxrL0sRGdd8pUlhzv24HfmmnySCUeemdhpej6BFIZri5lCRtvZj+nBA7nn6VNLrenzZgtMgFSj+XbZOcEcZbv8ASsuB7Jsm4u4FjYnMYfJ4GPXk4qW3kgWNki02LBcFJBKBuUDnuevX8q35jzJxbu5F+z1DRnhFveW8qyIfvLwoY425HJwP89Oeh8A6qngnUtP8V+D9WvtL1a0ud1tqGnSPBNbH5sOGXkfUHjPuRXLNrUcephrzRYkicYeQuCfqeeuc9MelXv8AhM7YQvGltbwgTxlJoowWZQGDKwydxYlec4G3oeoHJPYIe0hZx0+f+R33iPRNR8X6ofHT6pNd6sbwXUmoS3MhllnD7tzNksW6Hd1z39P0L/Y8+A/xa/a+8HXmkeMvHvibWJtK8mOSxtJY1gFtKmY5pVWMpK5dJcyuC7FVyTt4/LN/H+teHJ5LuHVTJHJnbEyBN+R6A8fX6V+sX7NPjvQvgZ8d/Cll8PvibZ6JpfjL7Ha2MN83k6kIzC32eHzHgm8qQu8cbt5bghnZim3FdOF5Xc9jK8ViaVRtSaT3138zzL/g4G/ZX034I/CT4O+IPDnge5SaC91a21Z2iVlgEyW0lusrIAd0jQ3bImcAQyEAZ5/LLVb27u5c3SbMH5YwCAnqAO3NfvH/AMF2vBXgvxR/wTs8Ta3LZeIb+/0rVdO1Wx1XWPEa3tuLj7RFA7wbJ5Vb9zPPH92PCtnbzhfwTdiSQeeep61x4iK9pc3xWtZsZRRRWBgFKiF3CDqTikqexuWsbuO7jjV2idXVXGVJBB5HcU1uB9T+DL680y2s/D9nqZkjsIFWARupLIuwIp6YPAAzz1OBXYaP4o8RXsgTUb8FI5wsL+aSqod38IPXgdc/eJHQg/MHhPUPFOpxQ2tjFvkn+WN2mAaQFlBxnIBHvj1zxXpOleHvilNoSRMREZUO4zXLcKQRymBkEFueh2kcHbnrVraHkSk6cnzfmep6l4t03UIBZMsZ3R/OfLVixH947fTkc9RivnH9qI2p8c2S2oT5dIQSbMct502SSAMn3wK9G0v4b/FO3dX1LVoYkYIPscUiSvuVsbsgk9M+uCwzjB2+a/tK6VLonjSy02d43dNGiDOufmbzJdx6DPzFugxwME1NX4DXCu9b5Enw+1fRLHwA2nXuxZmuncySQliBjGQOMDjrnr261B4m8YyXUEi3t9BNjIX/AEUndztwNw+XjJPJIGADxTNCi0q28E2F1eaiqM4kO2ORGdSrSYypI2jockjPOOQAeX17UIZ38tLvzyucSHOF9hnn3z9OuMmVKMaaY1SdSs211K+rao99KZG8r+H5kjC5AGB0x+J6k8ms1zls8fhUrNF5GArb93XPGPTH5VDWDbbuz0IxUVZBRRRSGf/Z",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'5001: stage'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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OVUB45EDgGBZPbPAiD4t+CNe+C/gPTrbTBpk92zvf3sL3kqytcRSzSmWR5I0McqhRt8zbbyKY1kVtniHxL+K194ItLPw0ng7w/JqenarcytPZTNNNdqLmWd5xeNsKlg4JDfIrW6SfvkKivMrf9suPTL3Q/if4t03U7UXJTTNQsbKKC1hv7OKNAWllwASjPIqOykFCQrBjtCsoyNopuyR6v8S/hDo/ww8d6vaaHpniCS28Sadpt5PA+rSLJH9pS8juIXWGOMi2dLJiJAWUowjVjgJXO/GXwp400ucaf8EVXWYtP8cy2ngzSbbXGnhklSdrbyPKuUZ4w7RNEQlwihfs7BcJke7ftdeOrzRNb8PSafot5qGta7pVqkqPaQyzMY5zLbI33o1TaL7Izldo3E7xnjvgX8CJ/hTpFn4j8a69M2qz6tPPYCOVwlrNPM8wji3NuDZbAIx93OFzioUXcxlKyPgz4rQ6hoOs+I9A8V2V1HrNvm6tNLuhIjQSSeW0iOigb8lp8udoIlZkyGJrzX4qfFj42fCrXtH8f+DvFM+naonmCzvyiSyIxO6VkjkDrEN+WB4JEgIyDX7u2XwF/ZJ/bbMWi/tHfBjRpPG1sjNaeIbOH7He3seCC4ljwZHUE7o5N6d8Y6flz/wXl/4J/aD+xBqnw+tPA/xKv9b0PxLPrE2l2WskefpUVuljH5RkDYlXbIgBAToRgjFc2IoqlSck9DtwU4VsRGD6ny3D/wAFUf8AgoNJY3mlah+0hd38GoHdf2F54f06eCYE/MXSS2ZJCwChsg79ozkYrgtI+IFx4+8ZRp4xstIsUYXL3t3pmmRWXm/6PJyYYR5K/fKhY1jzxn5huPn+l2cnnyCVAxZxkKh7A9B19+/br0rtvhtHomk61/b2uRPLbSqkE0EYRpY13I+4kn5VKI67wM5IAAzkcNKtOc7XPUxWGp08NzpWZ39zYC18KWei3L7PsQmmjCQjZkynEYZuuTFIo45ZiME4rL8OjUtd1ew8YMTbwTai8PmTTgnY58tZGUhnb7k2XIPKgckjO78VtO8at4f8NC7nlie4tDaXEvktuzbzyR+Wu3OTvlUKCeuOQBkbHi6GDwv4asTHYQmObQ2nACln3OQsRUsPkw85K9w6gZxtNehq0eXGXc5f4ieJ9LEeraNq1pErapci3+xG4ZjFABuEvGN3IBy2NpHAIxnwDwprj+D/ABfbXXmyJDZ6kr3MfA2pIoRiu7IyC5weRxkZxXt82lpfwX2qTaXJdXVzIsVs9mqGLyCpDo2T1Ut9CFH3gDnzH4x+C20fxLcWVzaRxLeWnnJDHJlomIG1WwM7sp355yQCTWM9NSasbSufR+paFpj32j61qPjqxS9Olm6Fps+zxyeXEI02qAI2cK2wN8paVdpxy1d7+zx+0B43+CnjHwrBHqmqxqNTguLq30SRFvbizkRyyC4dAscix3A2yK6rF5iTYJRSvm3wW0Hwz4i8B6H4g8S6nBdjUo7I3Ky22+5CGZvtJUs+Mj7NOA2SSfvDDDHaeCVt9K+IF5451m7FjNaeG/JsvtFvHIYXuYnkjWMOxLb1dAJmDbQ7L1VWrdK6RMtUz07/AILJ/tD6h4v/AGHvAng3SItP0/R7XX7Sy8O6PCJxdXdjY298rXUxDrbr8/kIY0+2D5UxPEAPO+Df2WNA8Waj8fvhhovhPS7e61jUfiHoVtYWk16LQT3EmowQKHnEb+SrsyjzQrFRltpxg+v/APBQ7UVtNc8PeBdeeEX9q15PHZrCYnaC5t9OaB2UEAKcTdM7fuDATFY//BOr4aN4t/am8G6z/aUdvc+C9XtPFdvb3UZ2382n3Fu8VqMKSu64eEE5zjODkBWmfvSUTON2fff7aHhX9qPRvGukyf8ABQHwf4k8DaLfaXdS3Hijw7qWja7dJCzWVrPLqsOnWVqLixBl2+XLEXIvMbwxeU+LzfGr9pH9hX9qv4UftTX2iaZJ4ZHnwQal4J1aVv8AhIvD1zPHI+nvcPPLJuHy3MUNzNMFdtonuUVUj+kf2o/2x/Gf7QPxFXVND0ZfGetanot5ok6Q6hHZ2C2l3Es1xaygXbfaIoBZSMyoqLKqTLJNE/lmvmr4qfBHx18C/wBnLxL4ksfibfeLvhx4i0bU7afw9ZS3+gweB7950lguorMzyQXdok+6NoQjtEWDxqCPOG2nyMeVvU9b/wCCM/wS8P8AxL+CXxr+HPib4l61dWnhnT/DHivwlaaP4hTT/wCw9bv9KmuY74rHPD5l1ZSQWyoJC6Rup3wl12J00V38efjF4j+Ev7EHx3+J08lz4H+M9lBINV0G2SHSrjyb+W0tFKss11Fci0LRSmR1kjuRG+yaHD/I/wDwSg8d+NbO5/4R34U/HvVfCHii78RJPr0f/CPxalpsulWunTNaSf2aimW+lN0vlzPG6OkThglx5kgT2fVPi/8AH3SP2ofhn4z+NE2sWHi3SfiR4ftbgXVnc6fDrXhx9WW5Etr9uS2AnJ1O4KziOKWGLJKJ5k8lKDbp6jtyyP078TfEmz+E4v8AwXr/AMLfDnh+PRpit6dF8Vy6ldaw0ib50ke9gt5d+HUNIfMuZArCPzCs4T5i0P8AaR+Efhn9uHTvjF4w1cDwp4a/Z713XtPv9VmeGWfTBf2iRQT2sqM4nLQxKojc+Z5WwLlljT6M8a+AP2efjPaa14zs7dItd0vxTBc32qX+qCSW1uYisMUS/vJJZhLG5jKvzI0LKMuRj8yJfgL4W/bf/wCCnfxC0vRby4ufg98Nb+ysNe/s2NBFqskUrPFY4iwjJJeJdsZAcFI2lLGR4y2k5LlSXUmK0sfUX7MvgP4oTfGvRv2xvGUkWi+Nv2pPBPi+98KaBeXG2PSLSP8AstvCsAdQsUzKbeEowWEt9oi+6yANB/wV11f4u2Xxc0f9kfQPEnijxpP8SrUWo0nT7a3XUbrQkadryMtEYo7aOZ9kKXDoR5Eszkjy41m2f+CkP7SfjH4aePfgknhbw9b+ML3T7LV7bStD0u5urGTTtWgk0+a1YyTN5jRRz6dL5okWGO3QyAqNi589+J/7UHwA/wCCf/gNPib8RfF48fftGeI5J/EXjPWrS1DNb6pC22DRYiSY7GyhimeNlGHdHYmNNyxxwpOKsO2tj5w8U/Cf9ryXw34l8J+CtL+HXh3SLv7Bp6af4R0G+mZLycQ3FhoEdw8lv++8l5HuZkVRAsskrHdI7RfTP7KH7PP7Yv7NHgp/ix4Z/aH8I6bLqWv2dr4tll+FqST2MHkxrpsaP/aO2SBWSyhgiCxKrX7kk7XNeU/AvX49J8XeGZPih+078MvC99Y2ct1quj6jrjaxFa3Wqspv7+4uFurbyruedPKZLIYtoZ3YSFGaR/S9W/a1n8X6Q/wVj/at8AalcNqZW08V+H9LC3d5AbmO4tL62ju9R3I7MW3kOj288CKyyrGhOvNG1xOL6Hp/gP8AZo8da/8AtSeKT8dfGsfxL0uTUPOuLPw54YbRU1JpLP7S2pRiG4cajdRskcp06dnja3iFzAk8jfZR9W2vxNu/i5JpPgS78UWetC28NT3keq2a4j12OSS0uorzcEVbdlmhRdkYKSi4QqU3FByn7LHhfxBe/D6X4c+OvFVn4K+Jtm9zYm70qa2Gm6xdwytNp+rWUzRu0qtudwj7pGjlAuEmiDpJ4T8RP2uvBXgT4uSfEvwd4qnksvF+owRa94U8I6NFd6kJrl5Td36W8KzvbSxywwJNAdq3EqC6gk81ZIprJ1b0Pun4Q+OdRt/i+nhTVSq2N3pGoT6jZ3NrINskUsEcTBn3F18lZGHzszibJGcldT4i+LYfhx4OtvFnjnxPamw0XT7ifXrnUWUiDyI40kzw2/fuLojAMc7edwU/Gfjn9qvUYdI0z4h61pepfDG31HT4fDfgXxBpWnWmr3/jCO5tGeB7K2t55ILF2ENosUk0syDdIkkY2mWLL8Ifsx/tHfHPwxo/iT4/65qniuS2eO+k+H/i+OQ2s1grgxTRSWqCze7Kks8s8MiwhowqRPC0kzSuJpXNL4r/ABS+PPxH0v8Atz4Qa3qel6VDJKnhTTdPsbaZLQsyuJ9XvbhJrdJMBUa2tYZ5owxSSdC1wJvnT4kfArx948+B+s/Frwl8Qr7x9fSXcWoatD4mm3XsNyyJLKYSk2xAs9zORC67/LwTIzKq16h8f/2tb/RtGiPhM69qnh+wM0LWWsEpczvtaCLyd0hWRirM5MiSLIQseE3Op8uP7VOjnwD44+HksoaNr7ULvQ7ixmMLNcTSqwWHGSYwJFZlfcPKkJ3nyw1KTRvBO1zzDXtE8aav4VutL8VyaVCJYLuSHW79pJ2E9uuxEH224cWzvFJKXUjcDaE7Tkivnn4gLrV1pWn2Gra1LNcXWn/akEmy3S78lZB5zICc+dCF2BCfn35Py+a/s3xL+KN3p+veJxf+IGvdO1PR5JddkFx5hnuZ4UYNKI1VWKLYlM7V2qV3gnKN8s+NPEWoReD7XRdTv5Z59DaKbTbkhi8cLjKxKzfOY1ZDszwBggjjM3TOmjuz9nvDXw9u4ryPxBrd1Ddah5IgtprqQboIAxKRblAJ2A43HlsZJJ5ro9d+EOteK4tNaa3VI7G+hvIPsrEiR0U7RgZ4JJOarfA/4oaZc+JJLD4q6TPF4fvzHDY6ytyVuLJj0lkU5TyyTj7uVxk5B+XT/bA/Y7/4KA32uReOP2E/jd4Ck0+TT4/M8M+PNMuFEkg3Zkhurd2U71CDY0aKCCd2DkNRkzzXKz1J/wCx9W8PTJJb+db3lvIjxyx3BV4XHzKRkAqRn8Qa/P8A/wCDhX416v8AGDxN8LPDOuZGoeHNF1Jp3RcC5M8luoYfX7P0HQ96/SfxT8IfGvhKMXGv+G1Rmhja4uY7AyxtII1DESI2ByO9fkL/AMFuLycftNaBa2LJIYvBMTbYY9oDNd3Q5yDzhRzn8O45Mdf6u0tz08n5fr0ZPpd/gfEbaKlvErm6VnLjzGGRx8oPfg//AFu3Ffpb+wp/wQK1n9t/9g3wv+1N8L/jHBo/ifVNR1OG70DXbJvsl5FBdPBHtuI9zQFTEW5jlDEjlBmvzhtbdY1ZWuZDJv8A3ShT82CM5x7bv0x3z/SP/wAEDtcXwh/wSV+F8NzAP9IXWprdpJMJJnV744yBkdOp46e+PNy6KnVae1j3c8q8uEi46XZ+Of7b/wCxf+1d+zVZeE9C+M/wx1vSZNMjmik1WeNZbK5vJpFmZormHfExLRSMoDBgJVVgDkHyT4iaBq1/qetuqeW8uqRaZpcFw26NLa1tlMj7Oclg8ROzncxzjBFf1X+ItY8F+KfCV3p2sRaTqMNzG8Ysbt0uYZ852F0IIIbjgg9a/Pr/AIKDf8EM/wBmf436Pc/ED4S6zJ8P9SuHaZbeCye/0+6vZCvBg3rJb5KDcY3CJ97yjtr2JUU1ofLQxXK7SPwk0XX/ABBDHHo9rGstuo3hrtmjeRUbEmI+NqEFxs7bAc/ezjfH+DT9T0yw8TQ6VJbXkF/LaySSli9wDIzh2OAMgAJgAfdJAwQB9EfHT9jr49fsceLE0n4z6FoU1rbzbINT0jVhLYSnzYi0bToyvCu5us0abcnG8vmvN/2oNA0Xwt4M1Tw9oOqWF7oN9e2Op6WYyv2lZZclFKnDMogeQMx43RrzlhXLVi1BnXGcKkNzkP2UL/TrXQPEK69qE0cWlQzy20MZXHnAAQgcMSxe4kx8pyA4JxnH0t8Mvh/rep3WmeIND0mxvpYXu3mmubyOKNE8uYJCpeRtr+bEjb1I2Boj84YoPlb9lv4ZePfi38Vrv4b/AA4ZZby9RL64FyzLFDDArPLPIeMIpIJwMtwoz0r7e8NfGbxL+z98MNP8IjwhpWu/8VZe3dvr0epxyRPHHfvZtbSRvB5u2YRDMibPkZCIxhgKpSvFPoYyeyR8R/tbzy6j+0Rrug6lbC6utFlS0hnjLhHUAuwTexIQOZFDEnJ+YHpn0n/gnp4dg8X+NfFej30pgsdL0k3WoTyySJ5dlE3nSxsY4nZQZI1YnIU7Ap5ZNvj3xR8XXPxI+O/ibxrp2jafp1v4j1WZ7GxW78q3sIJC+yMyyAApEAgDMFwEBPU5+0f+CeH7PWqtqHjnwrZy6YdcTWYLq21u886GzbT1a0a3mkkkMYa1vLglVYghkiZmjIVWQaTqaCvyq9z6B+LN34c8DfGPwf8As5aLpmnJr1hps91MbTw+QF1G/hjWFRaRQMzNGySRgqxJiFuAQVm2fRPhLwIf2qPE3hH4R+Jz4lht/Fmn3pnvb3w/YNpdpbC1jllSCGTfIspmbYjSxqYxKZFUMNs3i37AWlfDe1/a88ffF3xL8SPDWg6p4S063Xw5qOvagjy6ncJcS/aDbCR4VuVdJQ+NqybxFlEXaJPt/wCE2mX3wSuJviFqHhPRFs7fxtrsR1WPzLWSPfe3iw2y58wsBO6TrPtc7ZzGqBECjeO5jdpI/Nr9gL9lrSv2G/8Agtv8TP2VNL+J7MdOWC08O6dM5SS8s7uW0uo3MgYJ51rbS5LFWyysREy7oz9Uf8FSfCdpqP7J2t6/rmj2Oo+L/hfrMPiTwXp9tFIkklvZmFdTkkiAd0gW2Ri8krhFmggG/wCWMy/DP7avx98b+Bf+C5yftBa1Pb2uoHxHpFtqEtlqYitrFbizjjt42maLCiKLEmWALiDc3lkkL3X7bH7Sf7Qvw+l8YXut6vqNrpvxA0R/BnjHXrvTI5Hm0lx51yLdUSWKOFzcrAxVpOXtyZ7kebIITtdIbu4o9j+O37WfhH4HfsG+J/2nfDU0XhzX9bs7HR/COlBreOW91xoLi11ScW4iPlTWmZNpbOGhljEhhk8uTxj9nn/gnb8b/h3+yw/jf9qP4lan8FPg1oelPreraTo00tv4j8XyzzPIJbx1SSG0nWKGCNLdRvYwxQOocvcJ4z/wT48EeKf2iv2otB1jUNHu/EHw1+A+oy+NfGdvcapJLaIkmpRvNdBWWWHdHEIJHibHnR2M4MjZXP05/wAFDviv+0Z/wVv+NviD9nj4CX2j2fww+F8tnF8Sboa81rZSyeeFW0Mjo4ludocmPaYoJIZFDzEJLKNxa5mLVbnx14S8GfBbX/HGneI/hR8D7rxzq2v6tLdx/B7S9e1FfsGgR6dPsa91NJzJNf3Ib7Q0cTLs+zP+6/ffZY/Vv2f/ANi34Z/FK10Pw949/bH+GPw6bx9axwaT4J+Hfg+C71gx3SgRW0upaq0Els+9MSfv2Vm/dJIxdUZPi38d/wBk3wf4g8MfCf8AZJ8B+GpdC0KKSKbxFffD+TUri2hNrue7nAke4vLrhmNuziBJFwHRCzrznwz0a1h1q7b4BeF9R1TUtQGrQ+MhqFmunW2qmNLubyJFkzDHceTD5wtnhlgb5QYY/JeanZGjV1c+0v2Q/wBjD9nnTfiTrf7MvxK/Z08O2Xj/AEnRJjdeINeX+2v7TYSRwwahYXl3v3xxzwtlDCoXc8Lb2UCT1/w9+xV+yZ8evG8nwa8T/B/wzda/Z/ClZL4QeHbH7R9os57uIM6pCyQmddVt7guuHRooSSSQV+B/gt+3x8Z/gBrHg74u+N9em8RW+iavPY+GdYF5cAwWRjt0u9FvluIGme3CWo8udczRyW2+QOxZW/SzwP488EeB/jBp3xH1P4qeHda8T6poeq65nw9rB1WOe8u7m0eOHbE6eaiQbbOCUoAsAilcrtyNYuMXoRJyS3Mj4pf8EXf2a9Y8LT+GPgX8VvGvw+bWNMtre70nSNcOs6K00bCeES2V9mXDsZJE8uWBV2vyvSvgvxddftk/BjwpH8B/Dfhr4a3FkmvSXl3450HdY2vhm9tdQ+zJNcodq28rXKRk3PzK3n26s5LFK/Tp/HXxy8c3WraP4b0y30aODSIyZL63guL68iaF1SDTJP3Mb7ZDKwmKywiPUA7lmRoRwvg34AfDG0+G2s/CL4n+BS17f6P/AMTGKw2reXdtKlzbXssjOqbGKPLJlm2x+amGWRCDXKuhMZJaHyt8AvgxZ6V4jg0j4z6nqHhrxV4mmKQ63rlw+spKt3D55ayZgtnbWMz27N9naIXUA2o13IjB7b6m+DfjP4g+F7fV/gXrHjLXbsaPdi88N694o1qEQanp9xG6u4vEiSa1uFWYs6GFyBGr+Y3mbI/HPht+w/8ACfWvCmu+GJNV8UWunaJawWtzp+keIJoBFpk5F3aXEYdXtrO+ggaYyWUYSF2i86NbdcQHyPS9K+Ofwyt7v4M6t4st9ZtLLWJNA0/xBe6a0qWms28kbRW88ReNg625QKsDRJKl6bd432hZ7s4xGkpM0P2l9X8CeKfCWvXMGk3mk+K/DN/Fcvol1Fughg865uEsp2RVVnZkjEZUmJS8YDZACfNfhr4j+B5vCd79k12yaw1jQdU09ZL6wSzuop4o0leN8AguEdI03Bi0cka/KQY19u+OHxLg+Opj0n4tagvg74maLbwaHBc6XbiPTddijSYuBdhAs80iusgSQK+4mPKJvlPyD8XvAWj/AA08WXEek+ILefTtRuIQyRaqwfyndzJc/NEu0OmXjaRWYFY9xVlCSZybizeNnoxvx61Lw9Y+KPD1rIDpt/rDsniuKxu8Ha0gxuhaMDzVX7QoKMRJG0O4q/mbuU8ew6DqFpa6r4eu7+6sbqG0sp3u7EK0MQiRdzDzCYpfPJG7nGW7K2/kf2ifidB41+IZbURPKsVuyXhN3JI5Zyv2iN2LsGbzVk+ZCFbcGUKCoXV1mXTLr4EeHNI1l4ILiayuZdQuEAaSSN4kaPKhclgxQ7C3OQQBkMIjK8rG0PdZ+yGh+KF1T4haz4Wd7eW2shbrteKOOOJGhztQouWDYDHfk5ZucYC/QH7Mf7Qtx8Lrm3+G/jvUUbw/IwTTdRnn3DT3JAETE/8ALInhST8vQ8Yx4dpHhDR9J8Uah4qj1e1e51HYbobScsi7Uwpc7eMg+v4V0PkW2owSQiO0mieMo6qxHGDnt+HWtVc8126n3+IbW7gDQAOsig+aMYIx2rwD9q7/AIJ1fsj/ALVTPrXxl+CWkatqiW3kwarGr213HGCxC+dAySEAsSFZiuT0rH/Zk/aJuPBN7a/Cn4lXxewnkWLQtWuHz5RIOLeRup5yEY9eFJzjP0tMLe6TenIx6ZB4py97cI1J05c0XZn83f8AwUx/4JdePP2BvEsnjjwobrWvhzqM0kFreXMO+bTZWB2RXBxtyRwkwxuIOQrYz+rv/BDb46+A9Z/YP8A+ADJcxan4a0VjLpjQ8P5s8k3mgd0Jkx1A5z/FX1h8WPg/8Ovi/wCDtR+G/wATvBthrWhazavb6lp1/FviuI2ByCOx7hhhgeQQQCPkG4/Y2tf2ErSz1r4JNdyeHtGk3aZA87TT2IHKQEElpYeduQdwGNwPLPzQw8KVVzj1OytmEsVhY05LVPc+xdb8UeNvEFt9i/suG20yeZJDJdzMXIZCrRrGjFjjDEKVbptKnPHmnxGez8Ha2PCfjL48vper3Ucn2DwRperQwzajJPKqxuRO05hRmYRoI1jiRt5YyjAXtv2Vfjh4d+M3hqfxClmtrq9s4+06ZLcLvEgQDzWOMlSwODyq56ZArzT/AIKJ/sm+DPj74F1X4peNPEVxpsvhPQbq4vtWsYLprh7eCM3CQQCGZNpWba+/y3b7ygAsWG/M7e6ee7Xv0Pyy/wCCh3je3+LGi3XjT4d+DPFs+o+A71dN+L3h/wAcf2dp9tDPcOCIYUeJljiPzmSaEx7ibdjuf56+Bfit+2f+0H+0Noz+GPi/rdreiWcLphOnw+ZFa2/mFbVLkKXlVW8tUZpHYgnLNkY7z4lw+Lvih8Y/EHw88CfFWa00DX/FUJt9JubC6soJ5WIt7W4lQPJGA4U3LP5pDwwbxLIyKp8q8W/BO4+D+oHQ9Yi3i/M97GlrCJZLGeCSWEWzAMUERuC3zJJIxRQzBS2yuaopVE2zupuMdGQ/s+/ErxV8IPjIPEfhOQxam+iXdpCkMHmNMrxYePOPlBTOSCCOqspwR6i/7UPxE+G/gW1174eX91o/iWPVpby71q9i8+B5nkmbykwXTzAC7eay5AVl+U8Dkf2RfFNp8Kv2uPC3j7UPhtpfie30u5ur5vDOr2kVxBeQLaTb0kjlUpKyICwTGXeJQNu4GvTf2wPBMvif4GXXxjj/AGdtd8FLNe2+pWbaZp2/Rl02aV4vmlEm2EiWaERpsV/3sofPytWdNJQ3NYte0stD5++HsHg60s7rXvHYMlpZ2bGW1WVt13cAHyo9wA2hpChZuSEVsDPB+lP2F7D4wz6LrviP4da7ommaNDqtlbaxa3fhyS+igWJvMhlZYnDqv7yQPhmLbgAD8pj+VtES8Mdvp/8AZ6XPmTCeZWAG5t5UAgjAYErg993QYr6x/ZE+KOu/DX4aDwfoMFvLfeI9VefWH1DaIHyGjhkyIHZY1hEchA4+Us5KkCs4q00OPwn0p8A/2bPGFj4j8c39v+1pqGnWV3ALfVLvw/YadaQanchBczWuLkXAYLFIpyh+66hgAGC7Xwv/AGY5/GGiQC6uvi1451eK6vDptl/wsi9URTJdMI1At5IiHKCRd0agvLK390bub/Zf8b3d3/wk3gdHjkjvNUa7jvRrFmlvqFndaYksksLzy7lLwQuJJNsoMbOpUSsqJ9Lfs3fFvw58Nodf1/Q5bjSI/DGpp/wktz4z04abHbPdtKxsmZnmwqASuQ7bmkt1QEthj1JIwbTZ+b/xv/ZS+HPxc8W+PLP4K/FXxV/Zmi/BKy+IdnB4zvw91eSabAI7i1lIVnMih50iUMAi5GWUAj0P42/8FFNC+Pf7BNrov7T/AIL1Oy8Y6v4Xt7fwrf2kcSw6/Dbl7IX4dUISRJrMQvD9+HO5cpM+eu8D6N8LvBf/AAV+8Tx+DNd8P+N9H+MXgi9vE/4RWF4bOG+uriOa6jSNZC0ZdrS4xFux5dyEyQQT8D+OPi1f638AfAPwi12eOG9+H2v68kmn/ZThYJ/sksO9g43lrp71TjlV+oFZttO603/4ArXlY9Z+Af7R8/7OfwB8TfC34WanrM/xB+LFrJomqWdlaS2o0jTHcQm3eTeftTzrIwMRTailix3hCvuP7MPwa1/xS2qfAf4r+Pr/AEvwR4a025tfH/w18ITzafHNfx3Di3t724Ekklwjzm4YNvfP2dNgAI8v5q/Y9+Jvgz4V/Eeb47a3r1p/attbTw6FpE1tIz3c90skEz+XDHIQghmnUH5GDSoUOVIr6o/ZB03RfiN4V+JvxC+GOqXB07xTfwafY2T5UJfRwxPGihl3t5TyfJuw8plBJzE+4i1ZIpp7nXeJfgb8LPhhfeG/BIu5tN0jWb238n+xrC3jtU80RxzySRSkGZh5U8WHkChoI2kfaxFbvwV8eab8U7D4gfDp/EkUviHw1ql9qun+KILdRc3M8PnFL1pETMnzi3lIKhCy4ZZPNcHmv2noPHVzpltfap4aupb/AEzUdTi1sRWUO2G1tnBnVWDsyNGGmOSjFgSQrqCK8L+BPj3V/DGseKpbAi61LU9HGoWUVoZIpWhmhlaYF9rbQY5ArIxRAFViy/w2/iGpJR1Og+N+k65+0L4e8R+N9KVdGjg16bVNQ8FXmtGaHVdVgjll1C7QxYCQxHEcYIXcGJDruIX0q/8Aj5p9t4F8A23waHiLwF4wCps0NLh5tI1CD9xMl7Hayi4ilkeIvHOrmEyzRCd0LsAvzv4D8V3niK/j+HnhrS/tA8OeHr+G4S6iMYtI7l1jWaSRdztvnuGygVJMSiNcBgy73wa8favr3gex8H6roAvl0HUFvFMDf6QLVy3mW0bKpVVAnuJGDbW/eIBkhQrukxOPToftL+zB+0z8VPFHwX0nx/8AGPxJ4c8X+DntSl/4707SHtb6wjEewzanZ/aJljtwAubpGkRRIskscUatKPU4kbwBfzSW/h6a50mWa20yC5S8jaJ42lcSsRndJC0VwoWQxOwWPO5wTn4z/wCCPvjj4f8Aw0+Kt98NvhF4ybWfDM8N2+rQ6vZMkkEDv5tokBBcITCD/rMEmORWJPlun0D4i/ZS+J3wU+I+qWHwT+LP2TQtHtLOfQdA8RaCdUsbC3limixalZI5oZcxSkqj+UiqrNE7SbjrHVaGEtzqPBXhzw94f8ceKfDOleHIbvSvEWmWWqXko1EEanGkxsIZIRIE2PFBHaXDYyPMvFVXGyJq8L/azj8NeFfG/jP4uap4VtNf0n4g3VrZ6tprTi18y3Gl25t9UjkI8tZw0DRiN1DZe2lVt0Kxv7JodnrPgXxpf+CvH87L4htPD091pt8L/wCz2FyLy9eK6nV2+VzGbmDKsF+bkLtwazv2m9O8DeE/gpFcz2SX9taaRH9j/s+7WSRYWEVsbQskm9yHt4tjoQp55wpIt6WBNc1j88vilrOofEXwTbalfXtl/b3huSSLX9L0iy2HXUi1S3EsR/ej98sRLR53SxtCJfLDyEt8x/to+MfhP4csv+E1stFtL+91iydrldJs4rPfdsp3QNJbxJaNaiXa7GJfNle1d0aHz2W39l+P76x4ouLSw0V7e211PBen32n6dJo6ma8vFt3tbmcrEcOHgWORmVZUdtyNu2yyr8dftKa3rni7RtLtNZ0qbToUtFljtdQ8sbmDygtEqDEY3mQybVUyvKZGHzKEyc7o6YrS54q0kLTsA8jlX3KwQAAbuM8kdOfxNeh6RrdxF8Ap7/TJdMVNP1WCGeDUJSXm81lYIN7chfs0YIjCkDbljuwvmMf+kS9dwRwpwm7bz65988ev4G/ol9PHpesaI11+7uLWV/IOwK3lxTSFlYkfMNq7QCd24qQ3Qwrpmikkf0NtfR3BR1vrRgYwf9Tzj35PNX0tPOdXjsNPkKoeQ2N3PThTXLS/FPwZaRQtqHxE8Lq91EJLaO41COIzJkjcoaQlhnI+ua2PD+swarufTk0XUFyAsltqS8n8Iz61vzM82Sk0bMmh29/avZXWjwqHTayRSg59sEDv9PrXsv7NX7Qt/pVxB8KfijqLs7nZousXEmfN64gkb/noBgKx+/0J3DLeMw7/ACt7+HFjfoEtZFOfoSU9O4pupxQ3VluudB1AMgBXaVYrz94YkOGB5B7GhPUUr9D7pZre9TO5f+A+uPzrM8QaNp+pWb2V7bLJEy4ZWUEEd+v4182/Bf8Abo8Dafoh8M/E/wAb20dxa3H2ey1N2BS8i2KVeVkyqSAl1OcA7M96908NfFvwN46s1u/C/irT9QiZQd9ndpKAD6lSccfzpqSYndM+fvjR4Mu/2avE8Hxe+GV4LHS7f5Li0yojtSenGMmA5IK5G0sD0FVfin+3b8IvjP8As7+P/hXD4zsdG1iXwpqFtdz6prL6bbWFy1s5if7UOSNxV/kDBlBDcEg+h/HTxh4ZuNE1zwr4ktkMf9mu0i3QUxTxn5WGWbbnJUBSc/MMgivyj/aS/Zt8VWPiee/+E0ulabP/AGRe3Fjqk8Ygt9JSOJZZmM7Y3xiHIdlB+UqQo6FPR6FxinufHlj8cfiWPDHiC08K/EjxHpEcMgEenusDw3H2nzi9zGzymR5H3ybfJjbDSoN+0mtL4DeIvCaeNL3wXJ4O8R3Ovadai+0O41HS4PKkltIJZ7kT2arI84coYlRXeP8AeSlwTITXtPwP+CfwIf4gatpGpfta6fL4h8ReG7nw9rtpqXgkixhuWttskCztLt855I2lguTFt3QIdkrsVHz/APFX42/G/wCFek6d+zfpXiS41Hwhp3hNLON5vD62cqTpJINUt0mV3edIZxKZPLlbf5KHESBoqwXNbVmzbRxmieD/ABB8I/2k7PSta0nSJ9U0DWx52nXd04sb2aNkzaszAN5UqjyiTt4f5iMtj6X/AGjP2Efjp+0n4EvfHfwc8U6VceA/DekzWXg/V7jxEIZNUhju0UaM4mnJa7SQSeQwjEU3lJhwJI1X46S98eeMpb/xt4ssry9t9Pmt4ZNeh0l1tImledYcMibFST7NJtJ27mVxhShA+vP2b/8Agoxpfwa/Zn1j4S/GzX4NZeDT1uPh5p1pm3uUu4G3YuLhIXPmRJHb+RKUKspMbvgER4xklN3WhpJSaTW58b2MFrOl5cWUnkp9mCRPcbiqpu2/MMEnDHPAyMYwTxX7jf8ABVL9mb9iT9n39jo6d4JsPDdr4y8H+BdJ0jQZNPu1j1B9O+zpYfb5bcFBcOVR8ySMrDbGwlDERv8AkX8Ib74e+Lv2lvDPiT4veFLGw8Maz440ibxXpRuwsDWP2iM3qhpXiREkVZTgyIFyFDAYNe5/Gj9og+JtW+Ivwo+CWl6v408AWMmp3ml3d/eSm9+zefcRbzNJGty6x+aqsjyYUSFjHLKPMZ0ZQ1kKqp3SLX7FWr2Jvvh94rtfF/lLFYaqb/8AtK4muk03TkuXjtpJFhBa0jDy3aBcgu3kBYFWaMzdxovj342ePPjfqXwQ8DfFewu/C+s+JltfFOq3ltHeRXjTj7N9tkuIlN1BI0yoEkG0GZ1CyoViBwP2ZPF37Jnwr/Z7WX452WkeLPEh8PHTbvw/bXk8MtzbXKRXcc/nSQmJpreWO1heVWjjiikPltIVMtQ/staZpsGoeIbvW/B8/wARNLvdIe28KaT4X1SS81pWk+xDDKi+UgVnACJDktEu0cB61tZaCcz1T/goL8IPhr/wSp+Pf7NfxhjvdN1688KRanbeJp/DFk8SawqNK9hPKC75kkkknjI8xhELZVGERRX57fBFvDuo+G/Huv8AjXTbXV/EWpCLTvD11e3CRLDdXXn+bIpYhQQWjO4gheS2FJJ+rv8AgpdplxJ8APC6t8P9a8FwWmvw2ln4R8QX8s17aBba6dnkEys5Pmh0U71KJ5YePOxj8V65pl3pHwq07UctFb3mpGKFNiFrt2R/Ok3dFMMJt8Lxj7TkcNkc8pNSa6aFU4X1uenfDiPwz4L0TwiJ7BotUsdSN5qEdgITcsGuCFYz5AiTasJHmMqKXkcEHG76c+FfhmXSfDOn+JfjT4svLbwfqGq2q3ukaFfzWMcazX3l3Ku1ur3d2skCzgS+bEqiMHaBsVvHNA8GfDDwbp2n6TcanaNqGleEIrm71Oz1SWdrrVFaM7vMMSYjVSVRBlVEa/Mxyzr41j1268I6hpXi7xM1xc2AWHT5Lq7kCJbIj3JEe9AWEiuxUEYy+FAJYLUWjd020ei6T+z54K8b/DPxX438NeDbPULKHU7ieC7m1x1ljtYvtDRBj9pE00myIMAxB3oqg7iK+fdJ8SfEm+0y9s7r4geL3ja386WW38SXRYBG8ssx5Jj2u6lAy5BRSwOSO3v/AIp6n4Y0DUPC3gzxAYtF1m2tZobdJ3Mu4xRzQRkb2J27YSxKjmHH8RFeRrrR8N2l/pCO7wXem28TQpB8vmgGOXPJ6YbBGNxKnIwQLk1ZExViXQvGUel6tf3SabarPfS7beSSF/MjRizlvMUh2bc8bEnrsUMTg56Hwj8Q/EmjG0bSPEN8t1DftujZ0jE0LoCQ7FWI3liSfUKRk4A84UzWk6zNM5LEglFADZTIABPAzn/vnPfFaE19M2o29+dRXcgR1xKT5TKjHbnGRg8cDHAPfFZRk7FSi9z9QP8Agmx8Qfg38MDqWr6z4q+2XMWpveW4gkdVksYzcQkPsViQu5ZUcbm2q4YqK+oPgZ+1l4K8SeM9S1Txxrng7T20/UZLK/m1A/NdWcdqOHl85dx32jgzZLAxqBGrOQ34yfBbXtJ8NXkfjPxHD5lta3LRRWf2gbpwQ4aMvndtwEIG07skZ4Neu/CH9oaW+txFYxI8C61NcSX+owmJYFmnlk2R8Fdw3pkuwGUXheWbeM+qMKkL+8fqX+0Z8f8AwP4c0zXvG3wV169OsjUbqC0urN7lrMW9tpsazWrSq0gYvPaqQUKNv8tjuRCteS+Nfjrrfx28Oad8I9Y0PUL7VLjSEtbzTo5rWC6k1G3DRLva9gi/e+XJhMKwV2UlQkZQcD8P/G+oNoOreHPiFr9l4i8L3LTvb3VleyWr6ZHdRw2kN0Sd8UpkMwZDIWjdo3V9ytuPY+CPDngnxxrvhb4heI9Rv9LV5YnF1PeDS/s93GUj2C6hQxSBbiVwQY2mDyInC+Zt15m1qyLJRPKP2oPhNF4Y0HRfir4EguLG31e3VbhdYlj8uwR3YNZJEMNIpnEeZeGACPjO4H81f2hNY0Xxv8QdQ8T+DbeS0tb+dnnsbhZImt5OcqivLKxUBVALOWwcMT3/AEa/aQvfiX8EfgtbfEC/8d/2x4XuZFitdVs7O3/tDRroKtzHazNLu/tCFJVfZcRlXIgdCWUEp+afxf8AGifEP4j6v40+1yhtU1iSczz24g86KQtiYopIViACQMgFuD3qaja0LvY5ptNuNPljleHIESmXcxDq5wT0x3444z7VHfE3OiyyW4iSYOnmWtzGzM6r5oYqVTBAyAQWGSVwGwcQ3d9dGaYvKjx+aowmAWHBxznGOnA59sEUl9f2D200TxyN5sJWMxtjD7lOSCORjcMZ64PbnNS7msbNan6Tf8FGdA8G+CPir8OfB+qmFIbbwncSQpdAv5jvcbmLEDOSSST6mvHrCLwlMRHpN1YRycJH9kvGjZznjGcc9O38q9e/4KsIt/8AtaaFZSyj/iWeFYCB5Y+XzZpMg57YX8/xr5+sI7N9f0FogHae9tQWTK/ekVTkDg4Prz61U9J2R5sZO12dPZar8Wof7Tm0P4t+ILeK0nZrb7N4guYygeUqFCq46DGPoK+kP+CWXjX4weOv2hdZ0T4g/FfxRrOkWfhKe5Sy1fWpZ4hJ9ogVZMFvvAM/fvXytHdS3Hw913U1UuHS1dhuOWHUHtjlvX+VfSX/AARms4oPiZ8SPEBQh7PwoqO2McPMWI5Gesf6UlGXOh3bk79jzD9pD9tf4sfBf413Pw+8O2Wk3OhWaWG2zntGBWSazhmmJkRgclnJGQQBgAVo/D79vbwjq8mo6pqOgXGk3ej6XJfz3ujX/mERxvGp2gKjA5cY696+d/27tS1TU/2uPEWis6mCx1RrdEEnI8i32HryBlRwBjgc1yXwW0Yf2B8UNfnOFtPBUNtAksm0Zk1G2BHPfk9+e3pUupebNowdk2fc3hn/AIK03fhvTy3w9+OVvqqNJvbTPEMQZ2JHRxOoZv8AdVh0z1HGq3/BUf8AZsXxbY+NNf8AA2saZq0t1NFrKXdwbmyeJkeKKQqigNCFm8wkMrK0ACrks1flN4u0hLG1gnhlLLcBnbYUYDCrwSreuRg4+leoW/g+01DT9B0TUdVtbCGbSLGGe9uZ/JjiV1iBZ2KlRgscEg84zwOdE21cUklI7XxTZeIPjr4uif4VeKNZuLfxdrMsdvaTSm5k06WSVjF5/wDqkG4EttDMu0b22cGtq1+FPxZXxzqnw111dXl1d9RXTvFsUNhEEtLV4Umms4LDcyrPLJEri8R0EjW6lcHcW82bSiPHd98O/hvr+oLp11qIljgkvGEEohikY3JWORN3Wdt3ylEbOcscfTnh3xv4t+C/gDwv8dfgdrehav8AEHxz4qvNO1zwpp+ibBb2q6mTaNMZnYsIzHNCLxx8qTwBSQqSGrJO4RZxfi/4W6D8FPg42h/Cv4w313DrdjNZeLNNjg2xWxtJJRFDNaTOolWa4uZZreYiEpG8kgZiQD4k3ha/1Pxdpfg+0057u/u7lbS0sY1DtcmSR41jXj7zSqF4HDZGTkZ+2td8N/8ABQbxh8IvEn7T/wC0Drun+D/C+lTGTWhZafDcXmlyQ3AtbmaCfdLOrMFumVQJVZX4MMcgaP5l8e/8Iz4S+N1t4y+FXjOOL+xryW403VLhv+WtuxaOYZU4YOjMFIIOVByM1hXTTidFHqrnUfs1/sz6D+0D+1z4U/ZK+LWjXmjWurnWYNRjt4At3AbfTpbiNB5g25Eltkbhtwcn5TXBeJP2dvj7+yj+0zN4At9HliigkF3a6vbawdMS50s3Cq8yXM8aGOF1lxIDGcLI2EdQGP0d+xl+0b4/1j9trT/2gviF4ah1ZtI8Lzx3MWqQo6Jbv5aERMoXG5cruAXCTSJsC4B93/4KZ/G39lr9t7RI7zRdOvNA8ZNJEukiMfaJI7vCrE0E8eCj/dU4QKw+VjjmilGFvQmrUqOWp8M/sxftI/Bjw/8AtrWvxp/aK8F2+teG7jUVubu6nuJJlWRP3mFtlhEd75lsqxKphVGlkjfKBXA++Ph5+0P/AME+fCmq+IPEdloh1e28LaxeXfhHw01lc6WJXe5dLeK7t2jimnUA2k38e0TMpTZEin8fNb0PVPCOpXHgf4lXmpwa7p2qwSzaRfFrJCheNQsYkgJDxgyE7v4FHTyyrfqf+zZ8DPHuk/sca3+0T+1P4u0PUdO1NY7fxZayMmnzeGLv7UtjawPJbo5N2VubeSWXy4zFG7Jvlk3SW+y3MGle586/8FH/ANtzxT+1r4pstU8QeN2v7ZrjVLxoIrUrb2wF3ILWOILI6ALaSoGxtIkeSNwWQNXEfCf9kv4j/H74++Cf2UfhF4Oudf8AEWkafJqGt6XHJDa/a757X7deKzzOY1MSJFZrK8myQWsZUAOBTP2kf2ZfhF8Iv2stK+FvhP4vR33h3xHHa3F54k1K+huksYri/kicyPF9/ZGFdnYBnOXACPHX6Bf8GsHwz8S/Fr9oL4xftreNruRZ7mzi0a1mFnHHFdX2oXIvbp4xHGEjaJLWIeWvy/6QM43ADj1dRxl6G792KcT5Z8R/8Elv+CkvhKS/n1j9lrXVhsoHF5JZ6nY3K4UjDERXDcBm2k9OMjOK5n41fsg/tqfDXw1N44+NvwS8b6f4buEWKfX7zw9O9lBvfbEr3AQqqFtu0E5/egDn5a/pVt00zWrOQa/ZMsuq389hbwsMJN5iEmXHBwCGXcQpwo/3j+en/BeL9o6X4f8AwI0P9k7W/DdpfT6vrEuq3thaXZt0vjbmae1t5Y4zuCTSqBxkBlQ8kV0ShCEeZjhXq1JKNj8PJNaFr4djTUoo/NtT5aiOMiUpCD5a7sEfMSQGweQcjAWo45X8XIdWtLd4zDHm48y6Dh9pCbixAyclSc5zz0r7v/Zk/wCCR3wJ/wCCkXwZm+MH7En7U66edK0e5bxd4D8b2CzaxomohFeKFnhZUmheRWKXGxFMeBtZ1ZR39r/waxftr6JCV8M/GL4dX0JdcSX99fWkuMhzujS0mXIYEY3lcDIPPGXsqnT8zohUocjb30t+p+YUtqI5FkeFvL3MGlRhxjnpntgj6k1L4g0zVLPS7XW57Zktr+eUQXG3Ik2j5gcE4wdw+nqK/QL4j/8ABt1/wUj8LNJP4U8GeGvEaCNn/wCJX4ogi+6FBAF0ISNwJA6kkHOM5rgPH/8AwRy/4KQaJ4B0qCb9mXVLj7F5w1G2tdUspWgcyEIGxOQ7NlgNmV+cZzuGSFOrHoJ1IuLs1ofIOj3moaUkKyxb5jbxSW0UTn/UyqsiSHBOCQytnHBI3BsEV73+zlpMVzoV54VvrB1TVLhAJEtzJcEBHeWNUAI+SFpGyykjqBlQwYf+CZ37bXg3VR4f1D9lrx8L+xMZuk0/wxdXGxSg+ZnhRwDzg/wjIyMEGuu0T4f/ABo8OeEr3wZ4r/Z48b2Tapp4um1HUPCN8IraVxb4nWQxKQ5W3KBuV/fOV7Z0hGXYybt13PdfBPw38efGiHVb7VfEjPo8t4qQ24aEywJ5aRy3IfesaJ+7j8tTkkeSVD7to9K8PR3Fp8ER8RPhRrKx6do941nq+ntr0VukeWkSMvDIjEyzT4Eg8swyBVRFUEzBv7JWma14p1mHUfjJLfaTJbtFBPpz6Rua5iQQNBkOyIImJh2kKxLeXGw+bFfP/wC3543tIvE02keGbnU4dLCFtUsjdq8f2tLwneI3+98iklRvwzMhAwGOmy1JjFzlY5L/AIKX/tBeHPFfgbTvhR4S8EWukaqlhb/2lfWGqw2ltcPFISpe1WNxISJGXzPObZt8pZWWBt/wbcW86yzteIpTIDSlwzDjJxjhhkEZHPTtgH0D4qeL4/Gl1bT3+qy3EsFs0KpdBnxCMlUGT8pXcSVHUsWx3rhNVe0MyRRTEOwwSjbPkCnJOc5+bPPqo4yTiG7l8kYbFe8Fm8YnSTcWeI7onKnA6g89s4x6Cor/AFDTI9Bvd0krywmHymA+VR36nLHnngDIJzjANG5v7fyyiXrLMLgJ9kZwzhMk7g2AvXjHU9unNC+859PksnhYyDZG7hCAV7txzjgjJ7foRRT3ufrh/wAFFf2Vf2ovi1+1NdeNPhj8DvEus6PbaBaWv2uxsiYpHXcxC5I3EHGdufzzXz+P2ZP2mvCvjXRj4i/Z08c2kJv4JpJJ/DN15cRRwzZYRFRwmeo7mv1e+yaRaOrx6tbwuB/yzneLjuSdxxWtZp4hRlbTfFt2g/hMWrSNgcYxuBrXlR5u3ofipHqeqeH/AId6zouuaLd2rq1vGIr2B4mKgqA21gD2/wAa+qv+CO908/gv44+LrOf5Y9FtY43XHyt5V45/LAOPz61+hl1N4zvkNtqusSXqNw8dzDBOhHPZ1/ziud8fWFvoPw416LTPCekW6XenypdraaGlt9oZlKZc25XJwQAxBx+lOKSegK63PxK/a61Brz9rXxybYeZEPGGsJlSAVImlX16HjnB6DtXM/CS8trL4e/FkxSFHubPSbeESRA/P9rEp6dsxg5PT8Ofqj9pL9mr4Hax8Qta8Yt4WurS+v7ya7vJrLxI6b5GZ3dvKniccljkAgduOK+covBFh4VsdZs/CmsXQS9vLN3W/skJQxhwUJUkdSRnaPpmuCpzQk9N7np0IqpT18jwjxfpV3Zwu17GqyStLLGxlx8jlVzwfVenPXPufZvFOseHfD8Tf2tIHitdLtY4LYSBWlO3AUSFSkeCAWLdlIUFiBXJ+OPC+p61cyXuq3EVzJ5YV1V/QkgYO3A46AV0VrpOn+P8AxWNCuNRaGK4kVmaLqUXcSuSOSy8ADqWA6E1FLEqK99WNa2Ek0uVassfBPw+3iDWY7TwHoFit7cLMmoahelp5ZLGWYMZXDr5cUjBkbgo0SBWRiX+bZ/Zl/bp0L4FHxV8H9OtbG38D+ItISXxI+t26TXV5eGJI5reKaOCYOrSmR4/NRhGsagGM7g2TH+2H8IPhH4rXwt4M8EajeXR0gW6tcSQs63jKcCYqcoFYAMAxIGeEPyjjf2W/hl8PrLxCut/FTxXJpGi6kZrOyn0+BAxZyjKpe4YpvBETKE3EGRiSpRVPdSqKor6/ccNSnKi7P8D1Gb/goL8e/gvFD8Hf2cPit4j8R+DJ4n1TT9L8ZaSrzb74C1ngkjBm2ocyKpWUEC4baytIQOBj0zxVY+JIPC7m9k1WOdla1v7cCVrkTFRG6YwH+Zsg8Alx05r3q+/al/Yx+C954nt/EHgrS7/xEmow2VzZ3MDy3E9rHLA8MyzPIwYAN5u0ugEsSkchXTjF8JTePb7XfGtjqctq2v6mbtpJ4v31tGQrNGRkFWQLGGBwfNypGEBKqU5TlZCpTp03z1dIrtu/JeZ6h4T/AGUPiD4c+EOt6z4t+OPgew1XxF4etrewsrLxRK15ayf2jBdP52yIQIRFERmKZ87kXHBzxXxu8C+P9b1DTb7/AIWZpV7qUGl2axXVrNjydTiknka4Jt/9WoL24Dbgf3LHapwK8j8X/DG38PNGtzqk9xPLpLT35nKoYA/mKuMnLMZsLjOACD/CQcCz8Kaf/az6Lb3jlIcrG4QMyjGQCDyQeQCT/CPXkjhq1uVSX3XPUhmnD8UnUoTl6yS8v5f1PYfAP7PfxDt/iDffEf4h/Hfwje6rcRXH2fUNVt5r6SC6cFjMq+UVy0jEkkEhZGKBH2uv0x8MfjFqvw1+HFv4Nn+J+g3eqizu7PXLfSPtUWmavE7Kyy3K3drNHNcMfMVph5UqYiKyMkaxD4Uh8CvE/nfbjhmGwtECSMDOQDxz2/lTr74e3FheeVa+IWB2fKywspHTAyDn0BolhMYo6TX3f8E2Wb8Hz1lh6nymv/kWe0/Hv9nP47/tBePNV+JV18UPAV3fyWcFtaQPr4tdkUMMcMUaRlCiKFQfKNq9SqoCqj9EP+CHPxE8Sf8ABPX4UXfwt8eW+ja5pPiLXf7V1S30fxTczzae7wRQyi3tm02OGRmSCMOzXariMAZAyfx7mh8b6dev9j8YXUbM5LOl5Kg656Dp6/Q12vwouf2gRrs+qWHi27udP0mCK81aVbmMqlsbqC3APmDdIjyTxoUXOVYkgqGrCdDFU06kuV2v3O7DV+EMxrRoU3UhKTSXwtXeivsf1MeFf2p/gJ8QLjT4oPHmiafdW8yvZ6ZeeI7GecuzkNhra4mDMUOAqlj8xBAr8Sv+C1Pj/wCNviz9u7Ufi/4y+GPibSPD2haoq+Hv7Y0K5tre4htyvlNE8qBWWQIshCk4kkl47mD44/Gv44+HPipf6J8Dv2SIbrSdLuGtpprzxfJYI8yuSjiGcmRkaIxuQo2NvPlllwT5XqX/AAUr/wCCov7SHhbUP2LfjRpVrrfgbVWt4LrxJqlpBa6V9iM0ctpcm4gtGkYLiJ/l8yU7QXRiGFaVaVSpTcZO2lzx6bwtGu5Ye8rPladt3ezVr9met/CT9i34gfss+LdH/aj/AGLPjNqGieK4tLhM1tqpS40vVkdFeawuookj8y2fBRs7iuQykMua/Yv/AIJt/wDBRz4bftveB7jQL7TT4W+JnhiFI/G/gLUJ91xZueFuIWwPtNq5ACTKME/KQrDFfFn7OPwt8ZfDj9j/AMI634+0Oe5W18H22o6tqGI0jtw8P2mXeZZRtCbzliF4GSB0HnfjP4QX/iptB/ar/ZT8f3PhjxnpateeEfF+nBZfMjcnNvKqjZdWUoCho2LK6MGBBO6tIX5U3uebJqM2n3P21eNZYmR+/BrKvvDOjyyz3U1ojmeLypd8YI2ZJIwBxnJz6/lXxX+wP/wW++AH7Q3gefwl+0d4j0nwP8UPDOotpPjDQInkls3u4yUae1mCkeS5QnZJtePIVs8FvWf2wv2rfh9q37NmveH/AIEfFrR9Q8WeKhB4d8MxaXq0ZuorvUJksxcouck26zNcHj7sBq1JOVrg7WufIf7Of7bXxgtfjF8f/ilo/wAN73WdC8XeI9Luvh/ea3cXFtpdtCz6hbm781oJDHCYrfS2bZG2JrmNCF3+ZX6Oab4Vhn02ze78KafZD+yvs7WKyCRYA6qDCMIAyADaV+6Qq8YFYHhf9n3wDofwptfhN/ZYfSLawjs47SOQoFhEKQ7Ay7WGVXrnPPWvDf2ov+Cgngn9j/8Aap8HfCPx5rFzD4a1bwnftfPBpc1666lJNE9gFWLc5xDa6jvGOBJGx+XJrRpJXMY3m9DxG38e/CX45/8ABWz4u/s5eK/DNpfw+DND8NxaY93Yi6toAkBe4lKbx5f+kX1jG+AQxtIwxRQa8W/4LYf8EwviNr2o+HfHX7Nf7PMesreXt0/i6+8Nw3DXatIbYQDyGuHJ3v55PlIcMRnhsnnP+CZXw3/aqtf+CqHiP9qbxd8FbpNA+JnhnU4rnXlsytml1Ncw3rZCuWtc/ZSiFtqksiZ+bNfpzp3iG7fwPc6LqutRXcmlW8dzLJa6dNNtEe2ZNiKC8zkoG8tEyvTDHAMU/ejqtzeTdKoknsfyt/Fv4f6l4B+JOp/DnxtbPomowav9n1HTGtQuoQzRsUaGJHBkWXbu+RmjVgvJJ2BvOtW8NeK/CusXOm6p4Z1HToC4ksLjUbcN5iAecocxu0fmGIqxA3DD9a9l/bj1TwH8Qf2ivE/jfwFa/EDQrPxV4l1O51Kw1rSBHfh7maVlR5BdyLMsh2b2NvEEU4CzECSbwHUtI+Lt/wCGpfA+jadJfafp16GWx063mzET0+VlVpHJBYAZ2EvgDcylyhvYIzbdy74h0nw9BDb2jamX1RZmUXEAi+yy25RiHzvBU7iAQVXavXDfIuZqbG9hjgZ55ZbiVFV2fCmNQQFCA9dxJznJ3+9aENnqGl+HEt/EOh63pj3sVwrRXtuG88xYZgn7oGNY84baufvDdgkViXNpe+IorC2smIvZoY47CP7M7GcyMAiKI1JZjvLDOePlBPy5yacTojJNH7k6H/wVJ+GMxVNe8FeJIctgiO0tLgDpxkXEZ7+ldRpP/BRf9nLUnElzPfWoK/8AL74ddSPc+S0vp06816Z4o/4Igfs5eITJJ4R+InivS5WBwpnt7mMHnjDQhiMn+9mvP/EX/BCDxUksh8IftA2TR7vlh1Dw68Jx2BdJn9+i9/asv9rj0TMU8I97mvpP7dX7MOpNGIPiHp1uWI3NMt7bgZ7YeBQOPetTxl+0T8GfFHhZNM8LfEizvbnUNRsbeGCx1q2mkk8y6ijK+WZC54YjAGa8Q8R/8ESv2vtDdpdFvvCOsxo5KrbaxPC7D0xJEF6HpurzD4vf8EvP2+7HS4YfCHwCvpr+HUYpbS50/W7JfJZQSJPM88Fdr7SGByMZFJVcSnrEHDDte7Iy/iZ4p1U+LLiKOW6jkid42E1nudX5BDAAdCOnqpz0r5W8R6vPD42uUmEX7tDdzwjco+aRsDkjOQQw68EfSvuLwv8A8Env2lf2kfA174W+NemReGfiF4YuXit/iAmpJdDVA6LMLO+WNvMZkSWMRzqCyoFRhIFULwek/wDBDD9q/Rbee18Z6lod/NNGq/bLHV53C4kA2BWRWZQgDAkDBZhtzghS56j0ib06kKS5Gz4v8aJGj3epxWzPEl0Szodyqm7Zj65VjjjOPbnitS8eSeC7208WWGivcCKYMbdAPnWNSxJPYHY3Y/dx2r2/9o39iX43fs26g/iL46eG7uz8Ky6r9g0+O0ukkmuXaN2X94UxwkTudwBOMADOR88eI/2e/jD8QtLsPEnh/wAOT3Xh6Xz5I7keYBIkUpjkOWQ4IcOvfDDv3UaMZNp79japVnyqf2b2v59fuLPgxPhZbeGNS8fQamsXiDxRPI4dZUDaYju+VUFWJGT8+FB+UAcZzrfCr9nzw78SNBTTfDfiXS59Xg1SHZ4X8TaHcWDTTKZUGZIJw8rqRiWNCXXcoUbsgc74w/Zl0q90Wx8XfBeHVNS0+SMPdr4juIYm2MTmWFkwoP7soRIN3KkKf4df4GfCLUfiZoej3fhrwv4n8UeLtRiaSx03TLwebJKJdoJbyjsQqF3NJlQHZnJwuzLLcRhsXCTpTu07NPRq2ya6HVm9HE0lThOnyq2jWt72d0/zOa/Zi+Ac3i/41XeoeIo9NvdP8NTyXV+lvci5tvkbEbbgXLxbjuG4MG8tEb/WCvsDSWiFjb63p4d7m+G+9PAilZpGbaOwUhGOB06cdK1dJ/4JNftnfCr9liw8SeF9E0+41jxHdxXmvaZpumm6vIJpSGVNsO4qYsuHSGEgmOPGMFqfafsAf8FQNeuHl0TwHPdr9nRZo20gWwTNvjaIHjil2jcUwobBzg5zt9OLtG589jKdWU1TS0j+L/4B4348vDfeMriCcs0dxPIkccaEDbbxb9oA7b48+mX/AD4rRLiTUtfv9TtolWNm8mXyyMMBkBeOnAUjj6V9Y+Ov+CVP7cPgHQrz4n/Eb4OX1ra6VYy3uuahBPCtjbWvkl5isskySmRRnKCLacAI8jZWvlXxPpkXhPTra18KfFTwFNNco01wk2sDETeY67DjaqsdoYDcRhl5zkDaDjGT9EctSlUdOOmquvyaPRvDWqeEfENrZ+H7+2VLsLsMpgUcL8oAbPXaF5Pcmsnx74dktb9VsRJIqYRMj5ncjcMYHPYev1qb4Z/sk/t1fFiwufG3wO+Dtv8AEHSNOuDa3V74BuY9UMFx8w8t/stxMVJxkfKcr8y5BBPqXgr9mr9sW08Nx/EHxr+zJ4l0a3uLhbTSJ762JaWU4UlodqvCAcASOoT5id3BFXzJK6OH2Lpz/M8F1Lw5qUts8kunmIsnWRwCOBycngH3q54d8S6rYSpokF1bwwXF5CXhecI0swO5VUBssMKWJ5VcJk5YZ1fGPgLxd4c1CbS9cvJIp4gPMjkh5xgYbrkDv0PfPauM0uG3s/GWj2V/eM1xHdTSiPbnIZFUknPy4CsBwc7u2KzxTSw8n5Hs8NwqVM/w0bfbj+Z+gXws8Vax48sNV8XeJprmS51bxRqt7FG939oEcT3szRQCWNnRwkYRFaNnQqg2swOa4u60O+1Szu/BmhXTy3PhjxDcQ/2fZxrgrMiTwIV+6Ugge1QYxtY7sgqCPijw9+0T8QvB/wDZ/h+08WahDaadcqbW1a+2LszvywLgZJJzg4AJHrXunwZ/auuPBnxwHxCtEtrqw1m1t01ci4VVE7l0kkDAHZtIt37HbGBng1zVJcsU91/SPQy6k/rtaF7Xu15OLv8Afa9ip+1lYa98Fv2qNX+G158T/FcPhbXvCdnctYaP4gb7Pcm7tbbzt8bS+VIhlF2jrjDE4wAcV+pH7E99FqP7Jfw002Dw7NcvbeBdIs7uR5Gg+xvHYxZJR4z5ucBSBtALBskZx+Wvxg07S/jz8RrbVbq4OnTaJBcafeX1vG03mRWx/dAbWUgeWkjAZ5LnBJIz+pv7NviJtV+BekJpHh+40rTdPWwTTo1to4m8iOOFmDgzBfmKMuQBkEcc4E0W37rWw8zw0qVTmb1lZ/ek/wA7nyL8J/hronir42/E3VxCkkUvxK1lGZYWAYrcurA8dFYEY+pHWqXjLx2P2LP2qvDPib4IeB/DP9vz6os9/farHdXE/mR252TLGtyI49sUksKkxn53DZ4wdf8AZb8VaB4fv/EQOv2uq31z4t1S/nn05JJ4/wB/dyzKC6xHkK4yO1ef/t0eIdBsPjLpvj28Jil+wS7JXiPzx/ZmAJZvmUKyNnjGD04q3BKTaPNUpKdnsfeHw2/4Lv8A7TU+jaKNZ+FHhS9uL+1tZJA+ozxbfOnjgQYRGA5lVv8Adz6V8sftg/tg6p8VPi5rP7VXxb8FXOnT+F/H1ta/2HpF758Vz/oq2qBXZA6OYbnGcMoZc4YnFfMXwS/bT+HXir4faXDrHi210q4tb3QLWYahdsiQ/Zpo2lmb5fkjLwqxYcIHXIb5segfFnxDdfFb4P6h4s0Lwlb3FrqHj3zbfU/D0/2mKWKzMaJcylQfJ3eVE7hsEmXoGJauSrUxEJ6L3bnbRp0akbfaPvT4Af8ABbz4H+CtE0/Q739nnx8IY7F3RtE1awugwjLK4AcxHKlCMdcp05rhfH//AAXrsdO/aX8S+KPA/wAOPEOs+AZ/DS2+n6ZfXJs5F1ETzfap3aLersrBR5RYbsyPnkEfGHwg8YeBNO1vSLW/vBFFHaz7ZZmdg7TmclVwnQsVIPTnAJxk+YeOvFlp4c1+9stPsYbi3muLq6d0mGx0mupwq42njlT16Hp3rehWVR2/roTXoewjzWueC/FPxD4c8Q+LdS8P+Ebi6mtUn82K7vbuPTzdzD77MolaHBckqAdyrtXcOSvG+IfC3ifw2kXinxP4av5boeRcWl5OksSt5mdjqwCgq3luylO4Db+gb034nfAy88U2lt42sbmKwsrqaGOS2+zNFmaRpQrK7klk/clTJhVBxgHDEdH4W8MeJ/EfwxHh2D4aaCl3pdylxFJHZs8l192NY5YV52YEoaQhjGOFCgtjR1ofadrijGdtF6nnXg3wT491Kxlu9W+El62mtaJJdXllD9qFqRlgUZiQPkO7yy6FtuGLbcrztzpGrW0SagtrcfZdH8n7Tc28Y8yL5kAfI43HoO+cDOK6zwJ4w+Jlnc3vjbw1441GXTprlxOhvPLhVyodS0W4FtpKA7F2KhjUsfMAN74Y+DbTxvqVz4dvPEV1DDcqieQrYSdmZmy+SE4wCGJJJIGOSwxqziqii9DSnGb0SP63bS2uIUG63Ug/3T0rQtWgWMLPbMBgEgA4/nUkK2bIFEoyQATkVajgt8KpcMFPp1rqeisefe7IUs9OuQGCIvGQRx36VI3hzzJPNtrjblehOcn8qmFpEYuI9wHAYKSKRbSSNg8Ub457H/CklcctrnPaN4R1GL4h6vZCwtIbO4sbS884Icz3JaWGQ4/2Y4rcfQita/8ABc8DEnSY54zwGiAz+VV9Znk0nxx4b1Mm7ka4a70yOJY2KAyRC58xz0GBZlB7y46121vdXbQlJbIsh+7lcf0pDlfR+R8U/wDBTH9hXw9+3n8HIvgPbfE628GX+m+ILbWjqM+hm+ISOO4g8to0mhIDCY/NuxlcYOTj8Erv9pj4ifAbxN4p/YW8JeFtH17T9F8banYv4oudJlS7lij1GYecsSyP5AkZx+7BJG8KXGC1f1RTfDoWWr6p4x0TT55bzULcA2YuUSJmUYB5XPPuW6dOcV/KP4B8M614E/aC+KXhv9oO18UP44g8Z3thqNxosFneSJqFndSfbZJXnmTzMTvE3ythmVWOflxMoWhKa+LRJ9dzrwc1UmqNRtQV5PS+tl/kex+DvgB4r8D+DdA8D6/8QPB6aQukpJNqX9r7vOt5G3/IVDQZ2yZBMvvgZGfcfhL4I+C3wQ+FviLVPg5rWk6BN4b8G3WoyS6LZRJNfeREZvs/2m5Mtw4kaOH7jlchcgAA18WadqVr4c1S38Oap4y8Q6Zp1ygWPzfB1vLDYai0r+bZ7v7QXbbr1SRh2ZdiqENcP48/aW8N2FrqGh+G/in9uDW7xLBd+GprZmLKQQR5ki8k9c45zXzuFympl1WbpR+N3k76t3vf8WfrcM14VxuWQg6zVSMbK8Xppbdr9T9lv+CS37U3wn+Jn7C2jfGD4v614U8SeILL7Tb+MZ/EGs21rcxSrJIBbw2z2KwOfIaI4eUlg+WK52j661D45/An4Q6BafEqfxyfDmjXyRRQ2NloemGOIvlowTZ2+CGGW/1hwB90bs1/Mh8Nvibpvwj8eW+leFPFVpZab4h0hZ7iW7uJ/sVvMZZAcKELBdsajJQsflzjpXq8Hxa8QXlxILf4i+FLt8BnZL24hU8YxvmhiXOMDrzXpVauJg2oRuu542VZXw7mFBTxeM5JNtNWvptu9trn75ftxeMbT4xfsOeN/DHgH4/+BTqHijwNeDR4WvxbSXTTw/uEEEibovM3D52PBcZ4BNfin8b/AIE/EjxfongT4N+Gv2abbSPE/jPULey8NwN8SNFN5rE4nLpL9ge7jmtImS2uF+0TL5cjeUBJlxnzmX9qn4mHU30LQvE1lNqAeG3s5rvxlBBbF8BEzNLMsexABk7hgdwMkWPBnjP4i+AZm+K1qLW7uvEFzDqCX6+IrK5ulP2Voolw0xniUQzSqIyAu2UqAyBcZLEVZK84N+hVXhvJPbQhhsdFu97yVkrbLzb6n7Bf8G937M/xm/4J9/Dn4q3P7ZVlpfgF/FPiaxm0SxvPEtheSXENvbMjSF7OeVEG6QLgnJZSAOmfvyb9sb9m62t7m5/4WrbrBYqPNuJbC4ihQYPWSSML0B7nP4jP4H/Bj9ur9rOHQp9A8I/A3xDqerXN8bzSb3RtKdpLRTHtaFUijcyx4G7qrcEljxti+M37RX7YnxK1W48WfFX4U+MNC0vTrOIzQXvhi8srK0UgKHHmIAu9l+8xYk5XJCqBf16VKmlytW02/UujwLh8Zi3KWLpu7eqa1fRJXufov+2n/wAFTv2S9d1W70LwL+y1onxG1W4tLmxn17xNokEMCW75SSPdLEZ5o3Ynco2hlGd2Tx+Rf7Y3jL4deIfiva+LbbwPoHh3WZ0AOkeBrJbGz06MosY3cMZNuC6ptDDecsVKVh+OPjbrcMA+yQRAvIxke6JKlQFYFVU4znIIbeOBwOlec6m8vi3Uv7e8W+JSYoseXbOu1ATnoihVHQZCgcsPw4auYVZpqLev3H3uU8EZTlcvaqCcls3q7912POLj4S/G77E+tX/ge4ZVLYabUYFcqOfuPIrgYPHy49PQdB8CPhH8XfEfjIm58N3GlaW8B+0ahqDtHBhXRwhKK7EsyqoABOTntW0PFOmjXLrWEcFLmVi0fmOOMnnapyc59cU5/iz4o0M+V4XEiQSTRi5hacKoUEktz1IxkDryfWul5hVn7tlqfL/6hZdRf1iU5NrdK2v3anvPgjwdoXhPW9P8Y+M00nV7OLxJHd6lZ3+50nmkUxQMcxhG2yhcoyFWV2DbgxA+gPC1v8Do7AahoOlfDrTXQ7WYeGbdtrDnCkFOMdMDtXwv4g+KuqX2mII5ZfJZUneIP90q4YHIxkhlzk/nUC/FXxb9qW4M6yfMcO8WWf0weo/Q1xvG1lK769j6yXCuBcVBJNJaXs3bs29T79ufiF8PfhKtvc6R4P8ADevQvcj7Wuk+HIoF458t3iIYRkLhirbwBnIIBHy9+1j+2/8AAr9s/wCJWm+GPgz4H1XwFI9j9iW2vtTE1kxZMXGbieSNkG0Tplh82VO1NxVfPfG/jL4jJDY2GpW2oafZXKCWNWlYJMWySVGeg34xnvz1r+i79lD/AIJa/sG/En9nP4ffEvUv2XNG0XX9Q8D6Tey+IPDhk0y/Etzp9vLLJDdWrxzRb2dg3lumRuHQ4PrZfX9rdN9j8v45ymnl0qdSCVpXWiS2t2P5tfht+w/e+BYL3xn8ZfG9jc+Em0+dNatdCttTeXGwyxlZ/sRiH75YdpVn3MQCACXX75/4J0fAz/gnX4m0W+134aeN/HOgNJAI/sVx4kJ0+7um0+K/ePbIkDtJG1tInOI0EKSkuRuX9Y/iJ/wQ/wD2FPiT8O7v4Z/ETwLrPiHTLrURexv4g8aavd3EM2xkDR3Ety0gwrkD5iMnd94DHzf4x/4NSv2GZtRvdb+HHxB+LPgf7dFPDd2nhbxtALZoJF2yRMtxayyMrAkMpkKkEgqRXqS5GrI/PXPTQ+Mf2yz8EdW+Juo+Lvgh4t0G/vtFns7PVrbw5pEdnZS3is8kvmQrxbuu3YWTeryIw2xNlU4b9nCw8OXnhq68JeI3KXiXzXpEGssNgKRxbikZGMkEA87xnkjk/ov8Mv8Ag2w/Yz+EnhG78P6X8R/iXPdX5VtR1KXxBZK8zY5dl+xsCeWI443nrgVynjj/AIInfsj/AAFsv+Es+KXieHxPotxdiyey1/wq01xceazyf6Rd2WJnYEAqwQYdEPOQB5eKpqi5VXaMErtnoUMTT5FB6s+NNe+HXg25f4hteWMKWumeA7J7BmtUlNrI0upymSMyK2yQMiMHUhgcnOCQfMtEsZdA+F+oDUfC7C9tdM1C+fUWdYp7dgGONjQOcgEqBgY3ZwQNp/UrVP8Aghd+xhosK2nwu8MTeFpAHP2rQvHes2k2MtgMDPIjhQSQWU9cYI5qr8QP+CNfwu8QeCfE9r4C8R3kWvaxod5aabq+oeKrmSOKWSFo4WceUR5anyyRgtgZyW5pzwU6kYtSvbX7zswmPw1OM4Tj8S002a2P5+fB3irSbXwl/wAINHocSag2nmWO5kssFGLiVm3iUhXZFhQ4TlY0Bx1r6B/Yb+HvjWwtPEvxv8N6VdPZ+F33y6pazEi0mhiaRVdcZQBvs7lz8nzr824EV7f+2v8A8EXbH9g39jnQfj98VPidY3Hje3nTR73TPDz+fp17dzXNw8ciSvFDMmLJVyjIcvGxBC4Wvbv2If8Agn5+0Tq/7HXh3xp4D+Jnh+9sPFng7UJJ/CupWr2ckL3onA2TQsouM+ZFIWnYr+4SPZjpu6PPPlltb8mc+GrKjPn6u6P20iuSOPs6gDnA6n2q/b3CN8ojGTn+AnH51xNnceHNTC+XczxMzADJIy354/8A1VZh0y2n/c23ijjYTywyBXQn7tjyWjtDGkibSUPfbt//AFUC2iRgc4HTBcj3/pXKWltZW6lJPFTbi2ExIFz0yKtw6RbThpp9anl5wB9oGOnqBQtxNaaGL8ePi38OPhd4etrzxZ8VfD3hyVNd0uXztf1mC3At/t0AnK+cy8eR5uSOgJzXP3n/AAUw/YTstPn1W3/aV8N6lb25jE0+i3ZvYx5jlEw9uHTDMrAEHHyMeisR+YP/AAcD/wDBNmy139ojwX+2DZ+INQfw/wCK7xdD8b215dfu7G5hs3a0miJBKLNHAYShG0TJH/z2JXyvxz8X/hR4U0vwx8NPi9pP9gWuhaLp88VzY3sSXTRwyyQwLGpUrKiqCV3H5d4wPvtXPWqOm9Ge1luXxx7s4t+Stfp0s39x+pGqf8Ft/wBkaGI3XgjSvGniGL+1v7PS60rw0xt2YFN8nmu6jYiSRyE4ztdcKSa/IL9rf49/sRfGP9s7Wv2tIb34gaKfFXiq3v7rwzoNjZQ7LM2Wnw3EkszCRXeVrUykJhlkZlY7gWP6H/Cu38M6x4Pt9e8KT22o2mr2sNzHqkYjY3iMq+XMWRQCxjCfNgcDgAYFfA3/AAWC/Y38F/DOx0348fD6xNvJqOsywa9aQo3lBpgZElA5CfMHDYABMi45BzzV6mIhh3KDPe4dw2S184WGxMJRvdLVt3tqnorF6/1rxd4T+EGkftPeB/2PPh9c+GdRnE+oXWu+drLyurtAL27tpQqbPkD/ALtVjBYSFd4DL4L+1z4x8M+D/ivq2q+M/wBmX4e2vizU51vZNTtPDVjdWl4JkRpLlMxFHzIjGMptASQh1LZZv1W+H0V3B8CfDy+KZdOupx4cszrN7p1wHs5H8hPMkjcgZRuWBwBtP1r8nda/Z+8K/tU/ty678MPgP4geLwxPNcXdnqzQeZDZQpb7ztViuLcT/u0IwNrKVB4B5cRKvGmmpNuVlufR8MwynG4yrHEUIxp0rtytuk7JN9/zPEfCng9J9bsdfudAg0zTpFZoNV1DTJGsliEixsRHgq6I7qG2q5Utkjgmu6+Bf7Efiv4+aN/wsLw2/hyTTnv5rS5jmkZZLVmy0g2BQBgbWADcCRNoHQdNqfg749+Gvh/b/A/4++FRo+jeAtM1bWvD632mu09zuuI45bVmRsmCSWYgMACpk3Bto3Dm/wBlb9pHxb+zxeeJNAh+G154giubNbq60tryW2Nk0JO6aQLG2U2Mwfcq5G0ZAGK5KdWUZRU27dfI+pzDLKFfB1J4GnT5lbl2s03a93bW2/Yyv2g/+Cbnj34WXPg0/C3wxD4nGo6oba/uDfL5DXDOGgjZZcCNHDGNXZiGO1cB2TfofCH9if4tWnxHT4jan8CPFfxA+Hlky6ZcS+HNMiadbqKytojbTQyCN4WhCgfOnUAEsd4r11v21PG/xB8C3WheI9N0TwnbapoWp32hXlpK26eaBWMKDLEwuJkkYTDG94wAoIzXpv7fH7POpeAdI0XWND8SweG7q98Rq93r9pq7Wsd2LlJ5pmZX2iHN0rOFDkASklgGCp7OGxEKsl1sfkucZXi8tg44iKUpXcUtlqk9drHlHw7/AGPvC09tqE/jf9k34nWszXTTWC2fw7nvpUiAbFuRAgDY2r8+Vxk4Axk8DpPwl+O/wds/FWpeIvhl8RNM8L3Yt0vjrfhPU7CCOBChYyedGIvL3sUwSQSp4GVzd+EniX9qweJdQTwZ+13eWLWvmCCL/hJJfNkVSwKrtvo198bsEHPfFcvrn7cf7WvxJ0fxF8J/iL8Z9Q1zTr20XT7i21DUbuaK6VlSaJmSa5kAdXdSACQCgwpIFY5kqVfDcrbirpq1+j2+fU14UniaOcU5QipO1mntZ7u/dLY4/wAY6U/hG2/tTxpflJ59y28fnLtBHbA479c9CB2rlL34k+B/Ekj+GbO+Y3UMRNuElMoLdXUE8AZ3twepzzzWZ8YfAvxC+LXjRdK1CGPSH0bTkgawvt67CAWLHjOdpB6HoOtcZ8KPA03hL9oPRvCnjBopbaW68ueawlEiTW7hkZ42HtuxwCCOQDxXNTy6HsOeTd7H3uO8QMXDN1haUI+zjLlb6vWzO90/RLi+jUCTazSEHnoSfTofzrRbwLrktw0drpF3N+9RRGLYjOFOTwDnJ7A9/qa9L0fUBCol8I+D2xJGN83lDCtgFu5I5PtW6W+JBs31VNsFvDEWuJw5kSGMp8xYJgjC5J6981zeybWiPoqmcRp3bdkjhdU+B3ivTfBN/e3C2jPbWc3m2xuFMsRVGPp9eA34VU+Kvgu9+EvgqLxrNcWt9ErRgrEhRlcx71U9imfk3A545AyM9b4y8Y+HNNtbi3134w6dFNJIrTf2e0dyjpuBkQrGWkQlNygEcEryOo5jxv44+F2s6Bf263x8R2Gl2f2iW2EVxHbz/volVSJVRlO9l+7nC7m5wBWtPCzc0nF2PLx/EtGhQqVIVlzJOyunrbTY1v2W/FE3xe0nUn+Jel2d2ml3Ah022G5EiMigtgFiTwoHr1yTxj+sD4Nu/wANfhR4Y+HcWmCOPQvD9lp0aDPyrDAkYGCf9mv5N/2UNS8V6fBc2Pw18K2jXGr6sn2ey1MSSHLJH+6ijQiVn80uqhXDAKoYseT/AFW/s1fCXxv8I/2dPBXw4+I/jW68ReI9F8M2sGu6nfXr3EtxeCNTNtlf55EDkqpfLbAu4k5r1qFOMKknFWR+T5tmtbH4KjCpJuUbtt7u7PQB4vQnDwop9FXpTm8RwyJsaUFHbLLt654/Gse801kZGubVPmJZOh5HB/mRWbd20DLgRKmTgqzgYH411OVmfPRi+5vTJ4d1JfLvLS3k7Mo479ycV5X+1N+zP4c/aB+HcPhLQNcXRJY9WgnubljK6m3CSI6BRIBu2tlT0yvJGcjU1Ga6tZj/AMToJ5j8xxT8DjBHfj9On1PIeL7zUPDumS6xe+NdU/dPvfy7wxIwOBuzxgZxwDwCeua5sVSpYujKlVXNGWjW2htDmhJSi9UemaT8J/hno+gWnh610G1lisrOK2jnmgDSOqIEG5jkk4UZJJJPJ68UL7wN4U0y3ePSDbRq7APFGoQE+hCL6d68BtfjHb6hDO0ninUJljfJLagzqpC5xzge+M88HoaiHxR8HWDgRavLcXLqciYs5GcZUg5CN836nGQK0U1FKMdEilTu9dz0T41fAf4M/FvwfdeAvjB4R0jW9NvFAm0vUykkLHcMMRIoAbd0YcjsRnJ53wP8APBvwX8CWXw6+HOiR2Xh/Td406zhfckCSSNIyqxbOMsTjPGcDgCuLuvjppGrtOdB0W4u5rV2tpw0SRZkUbgMufR8joMNnjNc9qPx313SBcNcvZRneMbrgOwA9dhx2P03e1P23KzohRk7Jns/hr4l+Er8w2GrwmyklARRJOpAYkDBwflxkc/4V0dxa+H5I3RdehilVTmKSQ5+XGeDzgZA/GvF76DTtkkWuWjqUQ+ZHtJXO/hxhmOMc8EkZ6cV1vgbVWsYI7aymMlsV3wmKfgqRkAHcAO/HbjjFOM5dTnlTV9DY26fqV69ro/iyzu5osCRLe6R2ThCeAeceYnTs49RWnbr4otYxbW94uzmRkQ45PfgjsBWPb6X8O77UftGvaHaveSRsqM8MUhZX2hhuwp5YAEZIOBwa6C2trpLsXmnRWsL+WIvOntZImEY3FV3DGQCSeff1ORa7kJJOx57+1R8G5v2pP2dvFv7PHjlpDp+vaURFJ/Hb3MZ823mRiCMpNHG4BBGV561+S//AAUw/Zc1TTfD+ifFfTlla20W6bRdTmecOq2Jk3WrbD8yhTK0RyTnCf3jX7TweGdcubsXWpeLbjghBHZXKHAzlsF0YEnj5sE88YwK+UfiP4T0jVbi/wDDfiG0iu7EXA8y3v4kZG+ZSmQQQcfL+LdKyrU1Wp8jPRynMa+U46OJhry7rumrP5md+yJ8HtM+B3wU0n4QaFrU+qJo7TYvLhNrSCWeSY8AnGDIR6cVf/ay/ZB0z9qL4Qap8NtQ1Bra5vrRfsExOEtblXR45jjJ4KEEDGVZgMHBGv8ABPxd4WuPHXiXwppWtJJqWhC1fUbNEbdbeehkiDZGPmU5GMjjnGMH2O0jmELyyEOBndx78DP6VPLFx5Ft+hNTE4mOLWIbane9/Pe/zPPdR+DPgpvAZ+GP/CMxPpDaQmlS2bnKvaLCYliPI+UIduPSvHP2SP8AgnL4H/ZN8C+KfB1n4pu9fHim5U3Vxd2ywzRw7CogV0YdFOcjGW5HYD6i05LW4Mkk8RBMgK4OeADinXrW4mVLi03AONrBgCF6bv1+uKTpxunbVbFwx+Kp0p0ozajO3Mu9nf8AM/Pj/gph/wAE9L34peC9B8V/CHSdZudY0aHTtCudOsmeVptISbYI8FxlkaUSs7ZJEXPQMPqfxT+zp8FvHGoyX954E0x799Kn0i5uorVRM9jMq+dbPKo3NGxUErn7wzwa9Zu4rHCuiKpCbllPQAkDn06/hWTHoq3F61zOTEgQohjOepJdiwwS2cdR1FRGjTU3Pq/0Omrm2NqYSnh3LSDbT662f4WPhXVv+CEvwJuPijF4stfG2uL4YiaeWfwpKNzoWaVo4oLjK+XAHdR5bCRiIyTKCzbtf/gqZrngr4Qfsmal8RPHfw3j8R6T4bu7Rl0CS6FsJS91bwAJKUlwV80ORsbKgLkE7q+39JWLV4UEl7JDHtw3mKCWXoG5Pzd/fkHr1/O3/g4a+K8PwR+CelaF4c1SGSfXdShhu4bgE7ogfNyoAxw1uoyeTk8cAi6NOFKTcVuZ4zMsdmbhGvNy5U7X6dX82fAuh/t+fsGXUgh8X/sN6cke0NlGtZZW+VgBvNqu5ScEkjOCcc812Vx+2z/wSr1zRZ9O0j4CXmj3+owYuJtN0K1jMDEt80ciW4dWA2kOOQV4HAavlC2/ajSylUXXhTQLrcNrJLaqMZ/3k9/0zXZeAvjj8KtT1ifXtd8GeFbdNgaSAxRMrMo2gqoVWUEDkZxznrXXNqWjRwU5OnPmi2n5OxL8fviV4L8Uax4p8afCnUNQfTNT+xwaSbu6kmu4pyioyyNKfNAdIJSHBydwXBDfL518JbnX47+08a6JqsUmoeF71b+0+1oWCO2zar4OdmUGQORyOK7bwzFpHxm+JOn2wttKgsrvV5rq4tIoDE0dpbwMEAC8IjFj8uSTIe/OOb+BF5omn+J/EKeILRDaJon2q6idCi70Ee45BH8TOcccmsm7QZrSkpVlKT66vqdlqHxM+Lfi5JBqfji3tbiZw811o1gsJBbGVDKiSDHuT168VmX/AIRbV42u/F3izUtYk4yb6+Zy2cZX5iSON3ejxOPDmsaPfeJ/DFrdmO1UtJLCnB3ShUkbAbaCZEUscDOwYGa+h/2xP+CT37RX7Ov7K2lfEnSBeeL/ABNqOt29nqOieCdIu9QWwgngmk+0tKpyyf6qMARbd0wBckIX44xqzlZOx9HLH5TSV+Vzfm7/APAPlvUbzwDp+o2+mNJaLF5jSXEyjcR5bcDcMlsthduMYBzWroV1pXxR8UaZ4W0TSzLbw6wlwLW4aWIXUcFvLPLgR4+RVVM4dWG8HoQRwXxk/Z5+J37PPx31b4CfGKFIfEGgfZY7y2jSaNUM1ulwoAlSN87JVJJX5iSQWBDH1b9mXR9Ki+MvhyTVwkcH9najPe5IQRoYooQ7uD8iAMSXIyqqxGTtrSnRjSnzNtvVnHjc4li6DpQgoxfZI/Sb/g2b/Y/8FePtAuv2qfi5qdvcL4D+Jdzp/hrT3Kjzr+CCGb7VNlcqsTTwyR7TkyKWYqseJP3Bk8a21mtx5mq+YJMiKMvyvB5X8K/KX/g32+DGlWv7LPxH0iLxU9na6b8e/EFsoyDu8uKyCsGwOSuOSD2OMECvve5tPhTomgQWfjDxBPq7RN5jvNO0IkbbjpuwBliQuSRnG71fO4yZ4Di5NdTq/F/xo0a1vV8gfamuI0VZjdBAN2Nw6HDAEnPsM9q4eT4m/FrVLUXqeGcJJM3ltJeGMY4UMEdyHyQxIHBxx74fi79pP4O+F7ZdP0jwzDMvmDl0MxVlIIIMnB+6vQ5/rx+uftu+KLwm08I6ckQZgV8qzCbM9eOnX3/Xmk6ylpc0jDlWh6F/wh3xf8QX6/8ACVeL5bbTmj3bLKMIQwIwMvtGMDp82eM9MVgeLPh/4F0mPzvFfjhpiG3RpLqnX+I5AVGJ+jdh1xXlHif42/GzxGhudQ8Ri0hlJ2EKFx14+8MisIW/jnW8TPI86yPtLNbmMt0O7JxuH0J60XbRXTc77XL74PaPaNYRaCt9Ei4jKDYnBJAzIWfvz8xzjPpjldT+Jt3bzGbwb4KtbXdkLceTvYD6kce/XJzz62tA+G+qPEtzfRWMaHqscZbv13Ejt9f8OmtvBmi2cbSzWVsoR8biuNw4zyTgdDx7dKCk9bnmd1f/ABV8VXLx3NpcGNs4JbhTj2ABH1HrU2l/BvXPEkxj1C7mSJWwyRkru+hPFd1rPivwToCFLm+tA0RyF+0En0wCDz+X415X8RP2idWsA1r4X/0ZW58xmLsM+zqfShJdTWDm5XufTmo+HNatEYWekhlhVYfP+0Pt3FeX8w/MAMfxLnp6mtjw54XvtHga9vG0uM3EDhZIWYu2DhQNygYx1ySc465JGyus6NDOy6hG8M8tuAfM+eObaOMYJAcAj+EEjPXtxX9q3N/fTaLqGtw3XmM0kaNBwpRtsgdtwCu25CBjJAP4bpaHEnzGLeWWrjxAt79qiuLEO6GRSweM5ByQG29uuD069q7L4f8AxGvNJSKy1e6STzEWKBJEKmNhgAEjtgd++KZ/Zd08Bgi0h/JnJYybQQOmAcNnPI6Dop5rk9X0UxNPp6RsdqjcCPmRT1GOhP3uR0OfUUtYvQpJNHrWueNoNNLTT2gyoLbxtKqvruJGB6gf0rxjxb4Nsby3udQawbc4HmSgcuwABK4I54GOnQda3dS8Wi80iTTJbzZeRw5SaS1M0eAQAWXIzjcM881yupz+LlVo7r4hwbmO7MOmCMx/TfKVwSe/NPRkNWkJ8LPhP4d8GeJNd8T280kl/wCLdWju9QeRFXytlrDbxR8dQFgUjPdmPGa7+G1EcQRTJsQkPOByeM9DyRwf0ryi+0i8hmN/N8QNVDg+YxjS22luvOYuBwOjE9ua8u/bE+IPxZ8Lfs+a94w+GHjDUIdd0m2WQXM96EEcQcCaQALsJWJpJBkbS0S54+YCilsOU5SleXp9x9Vm70xIY2kdC68LKoODnoPpjP51DqHjXw9pLCHWtSt4lhTLSySKoUY4Byffr9K/mw/aj/br/a61O0ttO1X9qbxm+rCzU30uheMJ4LDz1IZzEsAXJYEgZKgbTgcV438J/EPxV/ac+MWgfDr4gfFvxDdRanerHqGp3mryzyW9qp3yyKJHwziNZCNx5J5puD6jWp/Tb8QP2pfgF4YmkuNf+MXhmwaEbfJvtbgicncd2FLAtgDkDNeb+I/+Ckv7IGn6rF4R0j9oPw5qWrXLMlvo+kakt3dTS/MdsccJZi2F5XGePevyD8a/sTfs7Q6vcW/hz4k6Gmm2WnQh7vXL9YbozAbZXaKIESEqFK4VSWOMng1wup/s6/AfwFf2mt+BvjFFNq1rBDd6PeRp5bx3K4wzkSyITvwyoVVhggnjFChETbtdn6ueIP8Ags7+yR4Lvrg67qmub4JGjRP7FuoT58crRlFMoRFywKYZhwSTyuB8I/8ABTDx9+01+3d8ZNG8bfDn9j34g3fw+trOPVYbg+H3P9pymzzBOJFaSB4UiZHUD7xmlB3fLjxrwnrvww1+21bSvidrOq3elXuiR2kWm2WsXFpbS34upbk3UsCkhkLtHhAw43bTH8uz1CX/AIKIQ+D/AAlpHgHwnZak1npdstkkd5rBIEKrhQq7fmwAowcYxgBh0fwP3VcSbtZs+Jvisnhue/t9N17wRe+F9ftw0GrWc+iizjj2kKoWLIbd94sWA7AYwBWba6X4aX4gRJ4faU6ezQiVinzYMYMhUFidvDkZPQe1fRfxC/aO8EePdOuJfF3wotdSmubrzJbm9mMgSTb8zhGC4yTnnJ5A5Gc/OviuTTn8dXWo6FYJaWshjYxWxVdp2gsV2gKMkZ49TV80rDW+h7N+y/4jvdP+J+iXWm3tm6WTXUktvJbFzJGXtUkj7Zdh930eME5BxXv3/BP/AOCf7Kvxc/b98XWHxpuYNS8FQ+DLa9tLe4tphHe3U8do6+YigEAGSRuQQWwcV8r/AAivYbLxf4VWTxYuk2ranexXF68WxIx5dtJGsu3GULxgHBGVBxjk1DqPjnxVaeM9a8Q+AtcvrOxuLmOxt3jBSV7O3jENuhII+fyljB4Iz0464ct3uVJtn9CPwf8Ah1/wTP8AgD8OdX+HPw38M+CzaeIYDFr2inSY7yO/V4lVUmeaQOUwT+7kJYEMxQEnPpMf7THhXwsILDSfiF4a0yytCRZWugaQgdE2qoBcbWGBgjawwAAAMHP82dl40/aE12RrrT/E2qyh2DNLJM74YAdQcg8Hr1zg+ue18I+JP2o4baRB4omdy4/19w24HIXgHJU8AnA75GOKzdOV9wvBI+zv+DhKy+DPiiHwb8ffhn4e01dfvNfuLbx14jtIg1zqrtZ26WnnSFmZgiWkwX5iFzjjpXwN8I/FGiaP8RNE1bxILp7C7sNT06+g0yNTPOs1vtCDc2Du3EdOMZ5JFdl8Y0/aR+MHw/i8Eahop1FY7uO6tJ/t53ecqkEhZQOAjsMg+2AK5jwN+xr+0h4ov00C98GRWk1pJHNbXct9E6vu4aP5CWAIOQcH5kxjBLLcLJWkyrxlHQ/Vf/gmd4+8cfDz9jbQ9A0+/m0v7dqF/ealLFIuZ7g3MsTS7ivzZWNGPzEcjaSAM+4r468X67eNBJ4ju7hiwLLwCoOD94qGxnPf6dK+dfgHo03gzwppXgi3njittHs4LdIZDsKCMAqQe5zncxJzjnJJr2vQ/imdO2aZLZWrxpAoe4gEpaXDAYJUbQAADyT0bg7uOeUOeTkmCuo2O60XQ9XuVe51dolhLKfPluGjU8jjMihc8gAH8M4rR0XTtIuWafS/FNvewrIfMFncxuXAIBG4lUU4PGXJ49q838RfGnw5aW/2XULK0V59yyTIfLQbXDAM+UZjvXsB3OQBivPPGPx7s7pjBBLLMnASFi+xTuJ3Z3FjhTjuDzx6PnUXZFJOR9VWfiv4c2kSXEGsWf7qN2ZfMctEwznOzKu2GBwG688DDHKHxd8CaFrkmrWfiWJrdraPzre8abckmDucBiEUYVfl27gw5I3c/JN98YpZ0A8yJdoMb7EIwDngHI/hwOvOM8ZrAT4hXE2nm4vLoRI8ZEsrH7xHXgg55HHXr74BzSbNYU09D658Qfti6Zbbv7C0SORQDtkM4IfPAYLtxwccYPXHvXnfjL9qLxV4vUOkzWsGGQfuyv8AFggdD2xnAHGcV4DputHU7Xz9SeSJyu3csZYsCRk7WGV5B7EYOcj5lrSsNZM921jBFlQwkB35UMCAyjp0HAA7sfpUuUk/Irkurnex+M3km+33OsmaRCSrM5wO3c8/N36H261t+GNAuPHl15090yxzD5WB3Er6ngDt64+tecQabr+p38EOl6ZP9plQq87KGVFPzKwQsvHy5wRk/TOPRvhXN4l0iyF7daZOjoipAxsROHbq4VhKpOGOcHGduQWBzVRky4R13PvnVri5kvLvTIbMyXnl74mljZo5QQcbjwOMAnGOp65qn/wmXhXQbW3t9U0BmiMhMupWYV4fNGRtdh9FHPUg88VwF7+0N4p1PxSfDPiX4eajorGWQxm+c7HVdxUIwQq5cgFTkEjODkFHm0fWfFV7q0kvh2yNrZC3ZbhILZ5FklbYEIG7ARSC2SmSvA4yD0tnn8rsehvrWsaVqD3EFyYrVrcqmmywcIy5JdX75yAV77j3qt4u1Cwv9OjllgnW+ncrFD5ZLQqSOXVSGweMgEcDOc4ByjomrakLSC8llt9T1BhZw2dxcRi2nKRPKu0uGlXKJu+QsFZTjODjf0fwj8SrXTIp47PSY7tpC1yFmYIowwAV0TJAB3Hg9ccZyVqy9DhLzw/r19YW1hZeHtSub/UL9zJIL1FEeV3AR9DtwDtJbgZ3Dqax73w34t0vTP7Sn0d55J8CWBkIaAA7nZgwYtgZH7s9icMGBT6EutL0DQtGW41C3edo4WmMVpbedM+eyCJS7AbgBjn1PJNGtXXhPTIJH1UwiFYdzSSv8rE5JGDkk4Gfx/KdL3J5m+h8o+K/+Ep0iLc9vMwEuxIreEBlLD5SM43fKecA7cHtivDvil8WvEF9YXWlW/hOf+z5g0N7dXURKndleI1G5wQVBBwOeTivvbUrPw34kkktdAsY76eCNWZVidNqlhtAJwORyMdlzXF698CfDmoWzxeIIdL025dNwmEYdxwMkgnjHAPzdxzwM1di5U3dn4Y+OP8Agnj8F9W83Ul1PxDbz3N2ZJ0vLxYdkPPyRoYmCKAcAZzyR0Arz34r/sbaVb+Jpta8B6FbaSsilzbabNKQgDDCAYww4yenI6nt+4HxA+Cf7NmmQzTa9L9tljRkaLYFQkZ4IUA5IJ5Lc+nevnr4m6P+zzoBmbwz4YtbJsZEjKc5OPfnjuDkj6UOs0ylFtI/IfXv2Yvi3FZu8ek36xoSRmN+epB5ye3tyR0JJrlm+GPxZ8PzNFBbTjCngRYPGc/NtB7H/wCvX6keJLDwhqkjQ2+lXMqqQVZY8Jn05wMc9frXF3vge7vopFg8LwWzoxVAYlAPynBJUg9fc5z0FDxUUrWD2DT1Z+bGs6F8S4nIutKumAHO/OAR1GVAHUE//qrCmt/GtoXmaxZD5TM5jTsBkjIJ7Cv0a1b9nvWvFF0H1jUIFjWMgJbWcfXgEsTx3PY45POMVHpv7H3gdn+132hyXSJ/qnuCSOTjlRhR19Mce1NYmKWqKjSPzRudT1QODe6bcvkcgKWIIyOT07VQubq4aVbyGynVQm2TfGeOfUD3r9ZNM/ZA8AXUi2SeDbaLbglliRATkg9c85GMY6gjtXQaR+xF8NTOHuNBi3vnynNsrsx56Fsg9CemKiWJj2K5GnZH5LaO1/4h0SbyIJhfW8sNxZyJAzswU+WYk+bhSrFuAf8AVKvoR9GfBD9mjxdqPhSxl1zw95c95unvYpsk4bGAoPA+QKScnnPrx+jGg/sk+ArGJVsnsoVViqkhI1JBHBHQE85A9vw66P8AZulsLb7VZWMRhXazyRtE7GJRuOFOeDjHAzg8AEA1MqzaSihWSWp8ZeEP2VNau4ke4tZViWJSgVdwGc9AxAGQAPrj6V6Hon7KSteRzS6xcwRxMpa1gSLMo3HOSycfeAGMgYGc19H61F4L+HbvZeL7WWO4hg3KMb5Ap77N/bA/SuO039orwBdeIv7PtNImuAI3CyzbdpwSTtRlABBwDuzgFRyOahy0vIE7rY5eT4b+GvDVhALnR4DBbySx/bLhFlmTBVmXlCcEggqfUAEZAoh8QeEF1KXT7N478tJE/k2FwUaFsjcW2IQV3DO5+5IJ4BpfFV9o+sa2t5q3iGWZRKXjtraKO3UjBXLlcnIBA+UjjH0rntc8QyRw7Rcpb2zLkqiCNSeBywwST1/PPQVF4pnRyu2p6zbeIPhLpOlS3Fx4a8qc4kdbyZLlnO1VBwnOcDA5+tcb4s+Ilh/Zs0fhVI4IcgLuBQk52jAPCg56nJwPTgeU33iYsZILVmmfJOJNwXnBBAHOPYn6Y61Gtpr94fMk/dIhyrMOOuOmMd+vXjPendS0Eo66HS6v8QtUuZFln1Fp9yne3Xb0xluhIGSMDqce9URqt9ey+bcElFQYWIcgEDJyDjJYDr+fYxPo0NvArX0glcqCRjbtH94oDkjJyenT8tSysZr2VYNLsQxkcplrdzGCEZjgqP8AZ4z345JBqPc3NIpWuxhExdIrWH+JfMfyiX5JBJHOOp/DnPetXS7DxLqN2lhp2izS7n+aQLvWMNgZJ6AdeT2B9Tjf8GeHdDKpd+JFllBUFIwQi/MckZGPbqV6Zr1f4f3vhTVozp+nzS2SCPCXEcQZS3AyR6njnkHrz1q049SXJxldHlKeGtdgvvs/2WV5CcuIIsoVBHRyMHr046HP8Oek8HeG9VF8XvNKKqID5amAMQMeoUnJYLwPTr2r2Ga08M2cH221nsZ5NxSSWSEBgQSQABwQBkEY65HpWRJJACLSKyYsY/8Aj+MewMA3HyjBwdzgDJ/XAWkkLnbK/hjxdqdvGYm8ITRtNACzyW7IwJQ5GUQ8ltin2JyeOeyi1DwxZ7BqWgo0vmI2y0VdyNv5LHjhec5GcHiuN03UDpMjxaVeJ5sTBJY54WZUI52qRgkYA47HHUHBoal8SrTSoZoxcgTs487CfNMAM8FwG5xnqwAzzVRsio2cj7pv9Bn1S7TdZQw+RcNLIy4+bBO3Abc349AwPbineFdO0PwXNdPY3s7S3sxnuZftJkcy5HRT93BbGQFAAUY4rxqf4w/FnX7M3+leGL8b4wYvPgBVCAZCQCOSR1wSDtGMbq09O8Na49nb6n8QPidNHKcyXlhpag54AwkrY29Fwcc8/wC9VuUrXSOZxsd/418b+DYbjztW8S7rHYkU8BSUM7My7gSko4ZeFUICrDO7nAmfx5f+Mrq70Pw54ZvLy0uoMagslmotrhGyGjZ2CB1IBBxxwAMgkV5dN8R/gH8N5JZ7e3t5LgHzJJtQcysMHAZQSRwRnIweh9DXE69+23f3KGHwnB9pt9o8oxqQmRxjLscDgjovPueZXNuwTb0se96ZZ/E2Dw02j+PfiqYlh+0BrqOBGmMbyMUUkbUHlphAQDuxuY5PFu++NXwf0iCeW+vDfTIWMl3qQZhIDnO0/dIHTgEDgZ7V8W+Mvjx8R9cun1m6vY7JZeZfIYu020sUO4l/l5Jxgc+lef6rrk9xrq3+v6jLdXhWRITJO4TLY3DuGyVVh3GO9K9th8tz7T+I/wC3T4W03T1ttC8UWFvvBjWKzjMxcgY25Xjgds4wfwrxXx5+1x4p115LTQ7K6lEuSJtQuVjXLcF/3YIPJ6bssT3rxRhbXUbObaRWMJklBBQK2wErkNk8ZIHJODzT7Sws9QV7qCGWSV0DNFG0u/5SdwBc/L8yknHUjJqdWPlSRuav8RfiZqn2iTVfGbWsBkChIQNsWOG4dCeRnBDHqOK58afZ6vfJfTXM9w5dldZy2EYMRyZFDHlTjGFOc+mNbSfDEsEvl3WnWsQmZTulk3vJ8uQGx95uAMYOOOOhroLPw1pYjgkvbRpvl3ebGANq5I5VQT94jH/68Q3KBS1dzlYrFboCVX3LziKCMFnUHBPyjscj6nnGat2XgTVNSUp/Z+0AqsrTsVKqVJAYKH6jueOO2K6/TLC3t8TRXGyIKFjKKCknYtuA+bJXgEnHHeuu8D+BLnxMpg0e5Z5JiDNKFz5SdwScY4PT3o5edXRMpWPNLD4XQwh59T065CowL3JAiQKBucg/Mx6Y+7zz2rdtfAmmQPLbGO0SEQ8xxzo8rJuA3FW+UJyDnLdcf73q5+ElrpdzIuo+JniO79/BaQgJsDH5syEqMAnJHOAfxoa9pvw68K38EP2q3lmlOxLiTIL4GSAMAdFJ2842Hv0pRsrMadtDltN8AobSE29ij5B2yrKgYkjIJUHCtnPOcH/Zq7qXgbTtHs477W9fhCSMrwPbNhpTnJwBktjB5B4C55rz340/Ga38I/arLw5cWzziZWtpfOWRIjkM235fv43cc4wAQK8h8S/tU/ELVL1bXR9dmEUChVEsMR34wu7CjnrjqpGenpPK27BZs978ceMfC/hK0dry2e5+0RJKNio5LOT8oKndlVDEnA6jg8ivnv4h/tN/ErUbp9A8CapdWgWYr/o87+aFGOuQQM4PGflPQnvxvjL4zfE/xVC2jeKPG15d28iZkitD5QPHIZlyccdMAYGTnk1m2Y1P7J9g0DSYrGEjazQEDJ6HJJ4yB7EAH0rRtRZSg07s2p7v4ha0JNT8cePdSkSe3BltbnU3ERUsMK28sAc8c5GD04qM+IdFt7VX0u6dmyfKcRK5RSP9nHck9c9RVa28JX2s3Ub6zqEoRkChnnBLcA8Ffu9D1yOTxWjpunaZbwLMsC3BDlJjCysUl/ukDdt5wO4XcCSRkjGb97cvlZQuNcvrmeNbYC2RYwBJOCGBYY45I6sOBzx14FRNoKT3kK+INckmkmBKMxADkEcA57gcAE8E9umvNf6ktyLCz0EFRIQ/nzHeDtDBdqAKME5zuOTx/tAstPe8nhsZPOjAlwEQSEEkbzwR8m3sXwAe5xgRzSRbtJkMNlpsMciaJNGHR8Bo03gNxtPzZX+6AOT3A9bSXVzHLBDfq0BYnyXW2dw2A3BckqmdpxlhyeCcjOnp9nFaXDw/aHF4AQgKFnXlfvE/KMEn5d2SFIA42jXRrKO1LRI1qqMzwtFch3uB/eDFRhycALnHJPPBVqUm7iSSkJpmhKFV72WJ1MYxNCwYupxycgjZkNx/sk57VrQ/2fCfKiSCd2nQssxRwEwSSSmABkHG7AB5wCADHotnDryw6iNQeCOcny1hXcNwGcnbuVXHzqRu3ArkKxJ23NMTxdY6zLY2OiwxaTFG32eRbxpJ5+FIMgKIVYZOfmkJzyQc4TuiLu1i7pvh258RWKBJYdPYPhw1uZo5ACW2/MFL5UH7pA+YkFsEjRvLu70yVEi0Zk82QwyL9mYvIrYA5j/1YBIBLE8etZFsPFcsTWtjcXsPlTs7XcUFsGkjDkiONGLmRccLkqx3bmYbChl0e/8AEOl3F01zo15BJLKSbS8a1kDrvIVkWOQtksCnzCMHKtwQQBXYNNHY29x4S1XQZvDmvaRDc2ZCu9mzFwQpVgDySeQGx0+XkDkC/P4ystciMdjKYDZQghGhAwACWDDqqj5TuJGcKR1BrmNcZorNdTsNUawaKPLMWlKsxbcyqu8cEfKADnIUgivLdVufGF1cXvivWnCyiYPo7WBcTpEI2jxLmMnzMsWJ8ttpZVUk4z0RSURRirnqPizXrlYC8OohlVmHyOyqWLHJG4+ueBnnPA7fP/xr+MS+EI5orS8aa5ZmWONJshcDlsAcfT2/Csj4n/Hu/wDDDHR7LWLgkMrW6arp4aaVMYYeYqjAz03/AD9cqRnHg/izxXqWualLqmr37SzSOEby1OF7YAPQdcDJ6VcU7miSjKye5+qfjH9qrxFpoluLK3ht4FwIJZpWJjXAGCq4/iXOAfb0J8/8UftD+LvFsNzPqHinfHbxkiO0jEZOcnbk9s89SO/FcRZeC/FWspBe6hasB5QLrLNwTz8xUKc9e5yPxBrW0v4NeKnhe7ns3VcljDNcA8N39cnAI7j0IqrMxukVrjx3dXhe90+OCOZJMx+dmQlgBkH5lzjOMjgEj1xU58U6jqcioC43JscyAIEB6DhsdwfQj0ziuk0j4D3VxqcX2C7MMBLTTqcFixJ4LFuOuMejGut0L9nK7nCpd3bFmnAKqC23J3bRnIQ546HpS5Ux3ilc8nsrfUL3LT3c4iycQ20YIVj821WKjBIwec+nckLp19rFpqDeHbfwpOZ2jlZTPCy27BAr4MihthZnIAwc7X/u8++WP7M+tzat50kckBC4WKZ4z5oOFBIxwQSx429+TXZ+HP2e9FsGjbWdFiuT912lYIcMG52jdlSF65IJ+tKz2Znd8x88aJo812iTWuj3lySwVyG3QqvUkBGDDAJ4bt78Dt9H+FvjWe6zJ4dMDPv2l5Duk+Y7cKcYAzgljnpgnJI9utvh34Fgt5vC6eCkgimV0NssYEbA9ScBQNwHTIHPHWpPE/haLQ4INb1OKW0i06GRPJZXbapVQMKmW3ZXg88FhghuJW9mNXbsjxD/AIVd4rs7mS+nsStueUxcNujJG7btMgXrx3JPXoBVLW49Z8N3MOpWKQAS3sNvOk9q7MC+1gqPEp5UB3IPC7uTjds9d8WafrcatHYaEbmzgXzLi5YRGPg5wBuZgTyOQOZFwTXnvij4yw6NfBvGmqjQc3OE09rBEjcYw8e8Ek4wpA5LEYOQDmZRcthtWehT8F+OtU02fUZfEdxbRIJS9sk0zPMqZLpvyvBH3eCwwM4JzSax+2O+jeHJBYafd+dDDK6q9pukm25CnZGA53AjoCBg5PAavF/if+054Ehu2ufCdot7JHqD/abttQVwij70algNpALdBjIxuB5HjPiD41+J9T1We61LUmf7Q/m26OvlbEG9wiiPHmcPnDZ6DliSxOSaiWkrbH0Bqv7XGuahpUN/4o12O1luWdxG1m0bRAFm2j96Wf5Np+XA4JBbBx5V44/aC1HxLIV0aefEM0nkvNIwUFmZjsQvkEdAT0ycYXg+c/2zruvzMt99vnt7a4BAvuMAsCSp6HpkAEDIA4wDWpp8Qg8w39ozTySMWmaUlnAG0NkngEAH+Lkt14q7JM0to20VL20uNfjkaSRps8zSSZCnI4O09MduR1PTo1q18Kz27rbXM7pAELMxY/IR972bHHUjk/gNJ7mKztFiuJHMxysqRrudBznhFBzk5/u/LgDgsbVpeNHJF/ZdoZpt5VbibHz7jkD5QMnICkZz8vPOMzbTcIp9CHRND05CILNnlzIfnJ+TrgEDIIJ5I4xyOvU68C2mnur28SMm9RJkSbwo5xk43c5785GOTzjT32q6gYv7BvbMXRdFaMJJIoGcurBNp6bvlzgE9cZqxHo1xJZQXWpxefP529YLSNSxQAYJbIVcKeoBIyCGOQTjLUtp8tkWdRmmv3S0SWdUBWR4raZgdwOPvgg4wOVJA4qxDpN7IJdQnQGOVgzyWjB3n+bOS7KFbIwCCe+Ae5n0eCe10hZrnSntJ5cqbY4B39z8rNjI5HJx82eWyLkur2ltbo95NNAWRpYFWWKRsHPcIFI4A4POQNzZKlc1wS0sRaNZadpygQWRktnlAaNd8rYJ5J+XG3BOcMQMjjJydqNtJt4Vg019q+XvUkGchQBgAIpBPIPlkHJJOO4ytITX/HOmXD6jBcaLbDbC011PE0r53FZYQGZQDlWG7b8ynK8fP1un6DZ6fCt3tinLKxF2rZllIHRY+F4G3B3cj04yWuRZxehDDoWp6kWaNnjMhWRbobXJAXkCPORk7+SACAOCc1ppa2+jSH+1IZpJGZY4LyOy8zlm24KoCQuWychflBPRSQy7fUI3FxFfpY6fvEyTQrl1IGf3jlXVQBzvwByAc4y0Emv63capBoMuh3l1bSQmSTUpbECKN1dQkLOFHXcAJF5G08HgmuWyJim92N1/U/E1jbW954X0XRZUu50j8lrnygSd7YZwgz8u1VXaDkuc5AyR3NzLqMV7qK3VnAWWMRRXe+2nZ3QBRtUsjBlPTYvz/MWJ+S1pg0rSLr+39S0ueK+MLR3bvdOyqC4MW9toiIDIysS3VV5+cKJdSs9PvNJayljkvVkJaQWDbUO+QNuHlsGLgYJKsQQG4JIy4xurluSTuXtU1bRbKDyLSZ1eJyjxecfOjUs37xo1VhtO08naCQdysadfeIp3EfiKz03zpZpEUJc3rK8UZfqEZPvqrH5TtIUnJGQBi2PiG5nt5D4ktkhuGUOpVXR1KDnIkVcdWG3kgH7xyaztc8RW+j2wEk7g4HnKDuzgbeihcdFzgcAY6VoklsTytu7IfFHj7VbvULiyvQj2hVSJmmdhySCp5KjkEEAncOAuBx4d8bvjTLNJP4d06MqCuPMhndWztOcFWGOeSQcnPUY5k+NXx0itWOgeHgBKhCh0b/UgccDp2/Ag/WvDNU1ZzJJNNMDO75eQjJBPbJH4571rGGl2Kb97Qs+Itbm1K5klvJQ85HzMQW2pxgDOSB1/Ks63jUxM7oGbOMsMjIORgY/z+NV7dlluGm8vaWYquDyeemScY/w+tb3h+zW4ljUqXckYYg4A79+T3/lV2s9BU05SbZ+j+k+DPiFDcR32r6/p7TxiQ+TFaHcwLbgAQN3y7SB9c8da9c8IfC+7n0WJ77RV+1XCqGSLenmDbkglCzDA7Edq4C08U+LtSvmsbbSbK4ezVNy6bMwWJySQJcOdh+pJ4564r0Dwd4++MuohIdX8CWUFuJkV0S5l8zcZlBKspBzjd8vcnnZ0ImmYpykzr18AeG9Lha5FrZJHGxiYXG9B5itggKeRzgbl4OCBmrMOs+Ko/DyWUssFpI0BjF1ZSZhibLLuYHazYAzg4zj88ObR5/iFpUWm65p5lne8DxR2l1Iu5VcSKzN8pGHA+XuBzUviT4da5Jq/9taB4qvotVt0VbzSYpYI1mViCnnb433rtCrxzhnAIY1PM2tBp62bOli8V69qKxSQx2MsMO79/EgVJSCwAZuF252lfnH6HFG08a6prkv2fxDq32CC13G4GlJFP5zRkMYi7rtClcEyDA5IBX71Yd58LfGWsaXfzeLPijeILjUHngt7aeJUtgVYbRhEJVC25QxxlVByuc+S/FL4r6H8LrS00jTNaur/AFSKAC7vLaNpZLwqi5Z1Tjknr7HceRl8oXXQ+lNN13wwLme90/Rhp08vl2tnL5jNORGnygqwATaWYZUlSBkkZ48z8dfF3wN4Lv59a8S+NrHTrYXiNcedqQuZGVk5+VkCCTcB8ylgNp55r5B8a/H34ieJbu3vfEPj7UY9CWcPBpx1EwmXcmD99fM3HLIR6dG5+Xzjxr47stVg+02eppdh1VppdQmLFpdpBkBC8EH5doA57DqU4xTNFqfXut/tteDrHTpovC+s398ySHyr3U9PODvX5hwo5yd/PAwOeprwr4mfEy88cQtZ+NNQbUo7oPNFBp/mo6qSzcbZAxGC/wAvPOeB0Hk6+K9Y3vJaXcCZ2oWVG2ogOMKoIx8rE9OwIHPGWj3FndOsd3LunYyAJPI4LnOXLyMcdP8AV9ApxyMEToti3DU2JvDfgO00wyR6rLFcMDLcJFAVl3EZYSD5dpJzkHJzzjnilDpkaNF9kjaFUVGybrYX2kjG1Tzwffd0x2qGLXpJkNtPqK3cjElVkkChtp+bbnHC5AHHHGcnrJelRatdSXEIjVCI45wXOSBhhjknONqDONufUCfap7j5Bx1aG2mhsNNiR8u0ZGPKKncSTg8Oc9eVznIOdoq/M97cqF066WLb8oOwfP8AeJXvlDyMcNwPXNZDmx1C6STRbmM7njEtzcBWj8vCHGXC7SSGAxjB75zjcsvD8Ul3J9rkeTEQEUdwWVCoXhgPmLDAbJ/2SMGpevyGpe7cj05tNlja2tLFZl5jkEq/6xeeCAQG5AJy3txznQ0vTZ7hBH4gbDLKGiP2SQhT5h2rnAAIOcZx0zjGcWjaQytHBbzXCLZy5JETxRhDhN2WILD7y5KkdeMFcsNpqaSRXsGmzXMMkJWMG1dk+YYO752zwirn5SeORghU43RSd+hc0rWGMb3ul2UJRUfzULtsJDoNqFSVc58zD5yMA4O4EwWWs6HPrl1bzR6fPPYv5UyLve6tlfymAAchtu8RtsjUrymBk5eTSLC7muPtlwDYQwuESOIiSWYZB3MBkDlsYGDgc5xgaOnaBZWmrXF5p/hktbTRxE6jJOXlk4YYOWAYbejqrZEjKRhecutxRd9Rmj2epajbQ29rDa2SQkKy3sZkeeAId4VY5OGJKg4JACqVZgw26ttZSHXI9UsXLyfOg+3QFp/uEBVIIVFD4P7pMZRgc5LC9BFBq+kw2rR2kckaRzXEqyhQi8BWzg7lX5sMQp+XIwciqXiC4uWVNLfULaKOYeasNykc/nlWORglXODsO4ZKjkZYgBwim2yjf0ia0tEMDQESQj/TYX+QBRHgFB5eGKkbdoCjPJ5OXtz61r000sMWnxNb2kBX7NNeSS7FG3y3JiTaSQ75G5+QMZHz1y9/44vNDj328KTh7dfL1Ce6a3VXG45fD8D58EZOApZQSMN0Xhm9EM51HWbW4FzPDHFcXESBomm81g24qBuUIqtkBQUfIyHIpwlbQiTS0ZU0eTxLqWrR6ZdaXbxW4s7X7Nq9mRgLsAkVjK+SQd3VM7Tg4PXsraOz0vydPmtmVOJFmiaYGVkOPMDCbbkDrkhiF78qOUvtYXRtOURX88kmwKhLi4EUxwh3En51AK/w5DDOc/Mczw/qmv3Ulve+K7z7SYyJhMLeFiXKKhZlwxQgb/uEcucF1C40SaIb0sdHrt3Y+JN9lFYLDb7Ygstx5TrdFTubaH3MhVk2tkEncMHK5pmnpbeGNJh0jw/apDEsWyLaBhB0VcsSxGP6jpyMfxl4ysbNLaMi8H2gfZlMCEpyr7SWRs4OBk8AZXk7q4vxNr0tjqc+oHVUgX5YbdJ7hnSNNpy0sYcJIcgkNlSMjOMEklJbJDj57I6bWtdstKtg9nqL287QGSaIKux3O7Jc4B5wpLjBGO+Dnw34r/HG61lDbaLHLHKxIuGdgyFDjAUAEfiOSD04rD+KfxivPEF41vo96I7fIMbiNlLk7c5BPqBxjgg+9ee6jqxjxEJS7v3z/EORx6Dp0PQ/hrFO2op1FfQdf332dm82QvOynYcZJJ9zz0z07H2IOWIJJZzOCRgghJCOemQRjluc8/kals4XvZ5LqUFipG4yk528H0I+nTn061es7aaRhGkDISRgJnkEj5s8E8d/Tv3q0kjJaO5XsrAAlUhJUZZcjnPOBjPT/PrXU2tpaxLDglG8tSZGxyeSSO+MEfjTdOtre2tSLkBHOdm0Ec44wPX/ABpt3e2gt5rgXQEqzqog5JKFW+YEZA6Dr/eBrSKXVmqfLKx//9k=",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'9769: snowplow, snowplough'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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9PPXU+RzarbMZOE3GVl18kcz4i+AWuWgafw5qaX0QHENxiOQ/Qj5W/Hb9DXAa/oWp6LcfYNa06W2l7LPGV3D2PRh7ivYrPXPHGjAedBHqUYJy0LASAe6OQQfcn8Ke/jvw74mhfSdU04MXIBtb2DG49c7HHOCBzjjHFLEZBleK97Dtwl2eqZthM9xtCyqrmXdbnhWn3OoeHNRGqaJP5bbh5qsuVcA9GHp9MH3FdRP8VdAu9Je41Hw3PFfrkrHaspjc9vmY5UHp0YjPUnFN+KOgaXoniP7JpFr5MUlusnlBiQpJOQMknHFYlr4fv7+2kns9PlmSEjzjHGW2A5wTjp0PJ4461897XFYGrLDq0rNq3p2PpJxwOPpQr1FvbW9n6HX+A/jfpHkxaVqlsbRlGEVuh/GvRbDxBp+pIJIZ1IPTkV4DNo0U/wAxQMMdaji1DxB4YiaXSb+QKvIic5WunDZvVh7ktUceJyLCYid6Ds30e33n0X5lvgsrqQPRqy9S1+G1VlDAgdcdq+erP9qvVbXXh4T1HS7h7ogFNg+QjOMD0rqrnxL4p8RwKZ7j7IjgHy4GO7Hu3+GK6MZmE4U1dWucT4cxeGmnWSSe2p1viv4j6VpmYrq9Bfr5KDLEfQHP54+tee69418Raw5j06IWkR6O4DSf4D9akh0KCHdsi5YksT1J9Se9Sw6Pc3U3kWdpJK+OVjUtj6+n414cq6c7s9nDYfB4Za2b89jmE0Np5Tc3bNNKTy8p3Mfz7VPFo8cab5QMdea7S1+Hmpvh9Rkjtx3QfMx/oPzNbWk+AYH+bT9Ked8/LNMNwX8ThalVZuVopv0OqeZ0qcfef3bHnFv4bvr9h9hsSVIyJD8q/mev4ZrUtPh1bkB9VuTJg5McXyp+JPP8vrXqVl4Bcndql2AOpjhXJ+u4/wCeK07fRtG0tg1nZKHUcSty369K6lQxco66Hl1s/tpBnD+GfAK20CrYaSsMbch2Xbu/E8mvF/2stDFp8RrJGIYnRo3z6HzZR3+n6V9Q3F7sclznjqa+c/2uNs/xBsGzgHQ4xx3/AH89duX0vY1+a93Y+Vz/ABtavgnzd0eDarbpbXgDJkEdMfSsjWbSNFyW/wB7PWut1WzQyB5EyVAzmud1S2DlwowTjGK+moTu1qfH0p2lqZWjRvcTDdH8gHcc4rttGt1W2yOMng1zmkaZD5iuYznPYda6azaOCAbGOM8YNOvUT0IxMlLY77xoIj/wUT+GaNneH1Rhj0/sxP8ACvrm4dSmR/dr4S/ao8YePfh5+1Ronxd+HWiWWq3vhlZVOnX0oRX8+1WNiDvXPyk9+Djg8iui8P8A/BVm60y1Y/F/9nXxDpoTgXWh3CXqOM9T5iwhP++zXoYLCzr5bR5dWlqrq+99j9LzTC4n26nyPlstbabLqfWF3/rW5714s+n3n/Df0mqhD5H/AAphIVYwDHmnWGP3yMj5V+6CR3IBwTn+DP8AgpF+yb45hWV/iKujSt8z2+t2csBTnoZCpix7hzXWeHD8OPHXxltvjn4I+JWnaukvg6XRpINOmhnhVI7tZxIJoySDmV1ZWOOhGMHOH1Wth5Sc4NXTWqf5nnRmk/M9Bvf9VvPTIqtPxERU95LG9t8jA5OQQarzspUADJzzgV58qS5y4ySimeNfsyyE2njifZjzvijr4yJN2Ql68Q7nHEY44x3Gck+nXBHT3ri/gnBcJpfiCa52jzviB4jdNsm4BP7Wugo+82MADjt0wDkV2F1Iu4MCc9OlYYum/rEl5nYr8qv2R88eKjIv7fj3RAIHwjRcDtu1M/8AxFeu6JN5j8jt/WvKfFdqp/bPudSjODF8NbWGQepbUbo/+y16h4ebdKPTA/ma8nPYfvYJ/wAq/I9vAq2Cb83+Z7N8Abe9kk1K5s7CWbyxAHWIZIBL8479K9HXW9MMgtLqQRTY/wBVOCjdPQ4NcV+zjI8dvqoVypJtyMHH/PSvTZ5lu4/s+o20VzGeqXEQYfrX6Pwvk063D9GdOdm76NafEz83zrGxhmU4yW1vyRm3Ok2OoKBNCjgHhiOR9DXHeJPCYg8YWU+SyFWZS5yeMgjP41266RoELbrSO4sT1zbzFlH/AAByR+VYevGca9bW8s3mlA6K+wKW6HkAnnrXXi8qq0knUglqtU9N/vOfD4qE37kjyD4zwiXxeAiH5bOMfq1W/hLqMug/bn+xTyIxiMrQruKAbsHAyfXt2p/xZt3XxlKrrtxBHgEe1b3wQ0mK/j1FZMbv3WOx/j9K/M3SrVOIpwgve5nb5a/ofbSrRWSRT2sv0J7vSvhz4yd5b+zSO4U4e4gxG+89dxxtY9PvAmuT8T/BDUIY2l8P6jDeRlf9XK3lyewBJ2n8x9DxXpesfDmwvzvRSkmMeYCVb/vpT/P8a5u80zxD4e1u200XrvFPuJMmMoB6Y4Oe/HpXqYrAqo7VqVm38S01/U8vC5hWoa0p6Lo9fuZ8+R/DO8i+MdtJqekSQPHZM5jmhKk4I5569a9d0T4caxqQVo7dIE4JkuG2DH06n8qg+MEN5ZeMbWWykMTtpCRl1HIxK5xnrzXV+E7bxbrPg2xuNI1a3imKOJ4nGGbDsOG5xxjsPrXzNbDVa2MdKKcuVWt1Z9Ljszr4jC0q0mkmkvQiPw68H+G0W68Takrg9DNIIUJ9AM5b8zV6zufDV5GLPTLmCCIdFhQKPwHQ/WuM8WeHtcsrgnxBZzo7niWUE7vo2SD+BpugWDR6O/kuwIuGxj6LWLSpT5ZwtbozzqlN1KfO6l/S1jvo9N0W3AlWFJm/6aYI/Lp+lF1rVrbgb5RwOg7VwVzr+sWB2El1HYnBqvL4pW9JWdiG9Dwa76eKpqNoRUTlWDm5XbudjceKbONjt3N75rG8beMb/SPB+oaxodjJPdW8G+KGGzedmwQWxHGQzkLuIUHJIA5zg8/datDbKWhXdz3NQSeI7h1DByMHO0U1UnJpvUuOHUJJ2Nj4feIfGWv+C9N1nxxZR2uo3VnHNc2ywNH5JZQwUq+GBAIyCAQcggEYHkf7UEgn8eWiEH/kCxg/9/pq9Sh112TftKliSRnjOew/z6968l/aBujd+K7W5z009EBx6PIf6/rWtBp1vvPIz1NYKTtbVfmeXasiyfK3ViOcVjzQRKcpzt5bHOB/kivMv2xfjL41+F8uk2Hg68trdr6KVpZXg3yAqUAAyduPmPUGvmLxN8TfHfjKdp/E3i2+utxO6OWciPn0RcKPwFfeZTw3icdh41nNRi/m9z5inSlONz7B8S/Gv4VeBQyax41smmjbBtbSTz5R9Uj3Ff8AgWK4eb9s7RNX8Q2Xhrwd4VnnF5fRQfar+ZY1TfIFyFUMT19R9O1fLglDL5Q5Gc4xnFbnw+Dw+ONGnmVlC6tbEllOOJVr6SHC2BoU3Kbcmk/JbFSw0VBu+yP1t+MH7Lfhbx94gufFVpreoWN9dbTMkGx42IUDdtZd2cAZw3v3NeU61+x74xtt/wDZHjCxmI+59st5Lcn/AL5MmT+HrX1bfIHOe56VmX1ikhJYDdjrX4rh82xlBKMZbbXR+w4bNMTRgoN3S0PiDxl+yr8SHDpq/wAPbbU0Q/8AHzbPDLvPqoYh/wDx0V5h4o+AdhpLpNfeEdW0W4jbK3EaTQFT6jzBtBz3AHev0W1CyCZCjjtWVcWin5duCQQSMjNe3h+K8bT0a+52/A6nWwuLT9tSi/kfCWi/Eb9pPwhHFD4D/aV8RxwQACODWJl1CMAdABPuCjtwoxXdaP8At9ftaeGjFFr3hTwr4mgT/WyQh7S4kHP8RYRqfpH6e9fSGq/Cn4d61I8mo+CNLnaQfPLJYp5hP++Bu/WuL139k74Uagz/AGawvbLcPn+yXz9fYS7wPyr1I8TYKtpWpr7v8jlqZXlNRWhFx9H/AJnJeHf+CnXhGxkisPiD8EfEujqikyXGnLHdwBmYszb/AN3kliWOFzkknJJr0bwr+3P+yz45uls9N+Lmn2kxH+r1ZJLMZ9N8yqhP0J/SvLde/Y08uV5tC8eOuf8AVx3dhux9WVh+i1yMf7GvjLVdcW312w0S8t93z3pJdkHsHQEn0AOPet3isgxMXPmcX1s/0f5Iwlkkn/Dqq3mn+h61ba7pHjL9pbxFrGg6pa3sNt4W0uBbmzmWSNiZ71yAykg9fWvVvDULBsv2wK82+BH7Pfgr4LWd6PDOmtHdagYzfzyOx80pu2gAnCAbm4Hrzngj1LSEKOM+39a+OznE4fE4q9FtxSSV9L2SV7G1GjLD4bkk7u7221Z7f+zzGptNSmycgwjH/fdejliRg151+zxEsen6g4B+/EM/99/416OAdxav2rg9JcP0F5P8WfkOfa5tU9V+SIyhdgq9ScD61jazAq+I7J2zn7VNn3res223UZx/GKwtel87xHZSg9ZZiPzFelmSjKMVbqvzRz4Fe+2ec/H9B/wnJdRy1rHn34NafwDk2z6juOOIf/Z6zvj183j+cf8ATGP/ANBFavwL01LyLVCNQkt5FaHa6xBx0fqM5r8cw0J1OMZRgrvmn+TPuK0owyKLl2R6OigoST36Vi+KLGCfVLGVoQWVJcHuBxV5bXxNZfO1ra30fZrScI5/4A+P0qnrF4TfWiPbTxSIH3xzxFGHPv16V9riU+VQqRad1uvM+eoyTd4u6sebfGKyV/FMJKDiyX/0N63fBnha6n8JWV/YTNHId5/dyY6SMOQeD+BFZPxVO7xREQODZr/6G9d98M4B/wAIVYlj1En/AKNevh8FhYYnP60G2rXat6o9/E1ZQyynbyMGfUNftrlNF1i2jnimJBMiA8AZGVI5rE8SaVp2k35tdOs0gjaMOY4843HqRk8dOg4r0fXNOgmntpiuWVmAJ7dK4bx/Ci69hP8An2Uf+PN/hWmd4GWHwrcnzWkrPrqceErXqWSsrHIX8ELNsZQSTwCaw9V0pHBIBFeF/wDBQf4gfFXwH4i8H3nw11me2msjcam8MIf/AEgQFRtkCMpkibcqOrfJh8nHAPveqX1s+jjVbORTE8QeJh0KkZH6YrwK2BlQw1OtdWney6qztr6nu0pS5ku5yt+dQs2YROXX+6TyKqJqN7eypawoS7NgL6cck/QZP4Vh3HxWtbPU2sNVjBC8eYOx9K9C8CHQL7w+2tJdR7rtzHCQOijAP5nP5e1aKFSC95HpVoyw9PmnG/ZmPpV3qt2qG6QKSOmcbfY+9cX8boCuoWbO2SYGGQMjGR/jXqd34cnsI/7TjiYws23cq8ZrzX42mO5uLORTkBXXA65yv+NbUlKNZI+Y4hlGpljcV1X5nxd+2x8P/F3jzxR4bsvCPhq5vXWC5LyRRHYvMeAzn5V6HqRXBeFf2KPiTq+yfxHqFjpSk5KPKZZAPomV/wDHxX17qJ3ZCjgHjNYt7KVYnPHbivt8HxFjsNgo4eiklHrbU+Mp4iUoKKR474d/Yq+HthsfX/EV/eyp/rBGqQox9gQzD/vqu+8P/BT4QeG7iKXT/BFmZosPFNcK07Ky4wwaQtg/Stl5yJt+7+Lpuqza3KPIwYHnnCmuStmOYV03Oo3+BNadXl1Z9u3XXg9DVO7HGQOcVPcXCByCeOtZ2o6lGikGvzZR1P1mEdbFW/ySSfWse6HOAOcVNqOtwoxyw4PrWVPrEEnzeYAc9a1jGS1O2nGfKWelVrgqcjHGOtIl9Dn5H/E1HNcx7SFbOB1rQ6le+pXuYlcgbevXinWNtHG3yqPcYppnQnJ/lSxTBW3DpUT2NHqrFzyB1GD61NaKEfkYOappcLj7xq1bnLgDpWRlJNLU9x/Z4ydDvJiPvXCj8ga9DYkDIrgf2cFB8KXLNk5viPphF/xr0UorNtIr+gOFPdyGh6fqfjmeL/hSqepHbx/vlIHIdcf99DP6Vzs0UlzeWN8B8qTOhOe52sP5kfga6MzPb39mqqCslyFOf91j/SsPTdSt59F0+GaMM1wokRR6Dv8A+PV6eNafLfuYYJWZ5z8eI3b4gXJ28+VFn6bBW98BYv8ARdSYr1aEjj/frD+NrOvxDuo5OqxQqfwiWul+BUX+h6gccZi5x/v1+S5G78dz/wAU/wAmfYZjpw9F+S/Q7cxNKMKuSTgc96zvGEXm63bo20ZvXQkDqMMa3LeMi4jDD/lovH41j+KE3a9Ac/8AMRkz+Rr9VzZKVGK81+aPkcC7TbXY4T42aZb2fii1EGSr6cjHP++4/pXS/Dq/tLbwrZW1zN5ZxJs8wEA/vH6EjBrI+OUOPE9mi9Bpic/V5DXTfDeSZ/A9lbrkqfMHln5lP71/4Tkd/SvzXKMJPEcW4mFOXLZPfbdH0uNqqnlNOT7r9S1qroDbMRjMhyPbH/1q4Dx86nXwQetuv/oTV33i3TbWx1G0trC2WFXnw4jBAz5ZP3eg59BXm/xyvtH8C3kd74i1u2tI5bUbJrmdI1J3PxliK6uJcJiPqcla9pLb0MMuaq14pdUeB/thfAfxP8dNI0eLwHd6RaapZTywtfaqGxDbSoUk2hUbd1B2nOduBtyWE/7SXjqX4QfBHVPEuiaclz/ZqRLBaPLtBBYJ97HYHPTtW9qPjSS3lMv2oMhOVZTkEeorxf8AbG8cWWqfs/8Aia1WbJFtG+M+kq/418hhlXxNahh6ivCMtF6tXv8AofXUMPONSLe0f+HPEfhT8cfFHxa+KeneGdT062trW6ivHlitI3aQmO1llUBiTk71XovTP0r2/Q0+Ivgx7jWdNhvIrW1RZJ7PUQ0HmAnbmPOAeSuSwXqO3T5H/ZG8bJ4T/aC0TxY/h/UdXh061uJZ9O0y186adXgeEKigj5i0igA9SQB8xAP6P+KV0nxz8MrXXrXR5tOi1TSY7wWdzEI5ogzW7qkgBIDAHkAnBzzX6DjslwvspzTtyx2/zJzDP50MbToKN4Ssm362IvBniSPxTo9trFtetNDKmV3Sbtp6FepwQRg/SuN+L+iPp+rtJI2WPyD5BwdqsMHGTkN05Hynoc1e+AUf2Tws1oo+WPULlQP+2rV81/8ABVj4tfEXwV8YdO8P+EvGF/plnNo4lkhsLloi8h2gsWUhs4Cjr2FfH5Nlk8yx0qMJWd9L66a/5Hj5/Tc8NKnDRO35pnf6lYuCf3bZ6ng9PWuA8T+P/h/oFwYtd8faRaup/wBTLqMQf/vndmvjHVvEviXxBcG61/Xb2/kP3pb68eZifXLEmqJ8wtlDj1APWvv8NwcoP97U+5f5nxtPCShuz6u1r9o74M6NuQ+Lvtbqf9XY2Uzk/iyhf1rFvv2yvAFjaM+i+FtXup85VbgxQIT6Fldzj8K+bFjdskgfhUiRNtx3r1KfC2XRVp3l6v8AyNXhoSVmfqL+2L+20n7K+vaZpEnw/bW4r+2Ms8iagIWgyxC4BRg+djc5GMD+8K8db/grn8L9QCnVvhh4htv7zJPbuPw+cGuN/wCCxuqGL4qaDpYYqT4ejmwoPzfvrkZJx7fzr4oe6kDHaz8cAgmvnOHeE8nzDJ6VatB88lq7vufT4vNsXhcXKFO1l3Xkj9CJv+CmfwHvnP2iHX7Qtyd2mCQD2JRzVrTv2+v2fdSlATx61vnr9r0+eP8A9lNfnW13KFK+YTz0pv2+cZG7GevFezLgLJ2rRbXz/wAzSnxZjqejhF/ev8j9RfDn7WnwI1iMJb/F/Qgx7T6gsP8A6Hiun074veAtXI/srx5o91noLfVYZM/k1fkib9yM7h9MYpBfsH3BQPoK86r4cYKXwVmvVJnTDi+o379Ffez9govEkNxiS1uFkGODH8wP5Vct9ULcM3J9Rivx+t/F+v2JB07Xb62IPW2vJI//AEEivff2Bvip8RdV+Plhomr+PdZvNPayujLaXmpyyxsRESCVdiODgivDzPw/q4HBzxEayfIm7W7a97Hp4Liahjq8aPs2nJpX0e7t2ufoja3nmkBj/DWnZzgSEg8EjFcxpF55823sBW9aSrnBf+KvzWq+h9NXpuJ9G/s3Hd4Fmb11GT/0COvQxGGHPSvOv2Yz53w8mkQZ/wCJnIOPXy467jVdetdIfyZEaSQAMY1ByE7nOMfgSK/eOHcRRw3DtGU3ZJXf3n41nEJPM6iS6mjbxRNKgkzuVw8ePX7p/Rq4rRwfO0Aets7f+PJXQ6VrGmancx6zbX6ukccm8h9vlqXVgGU9CAD1/un3rA8PRGSbw4XcsP7ObL7cZ5j5xXfjK1KrThODum1ZrzaOfDRcb3OM+NwU/Em/9cQj/wAhJXT/AAGQm11Jl5y0XP4NXLfGpZX+I9+rg7sQnp/0ySu0/Z9t2Gk3zNwTKg5Hs1flfD8r8eT9Z/qfV5kr8PxXkv0O4t48XceQc7x/OsTxIFPiG13dDeT9P94iujiaL7etsHy64LY7GuY8RX0Ca4Z/MjWOyvpku5bgOgiU4k3j5cMo3pls4GH5yhFfrOZJSppX6o+QwN4ybZznx4jLeJbT/sGJ/wChvXRfCnafB+nYKhj5pK55OJm/Oud+MYmbV7KS7lWWT+y0zKkexXO5+VXc2Bz3J+p615pY+LfEE/j37DpmokWujxQq9iImkF007rkA5XG1VOUViN0kbMVBzX53keIVDjDFNre6/FH02Jw7xOWU4r1+5Hvni5g+pW4T+C7UH6+WRXyn/wAFTdL1CXwXPqU1oslpHpBQyMpJRmP8ABB3YLnjr07V9UarDcC4jN1Luc3wJ+UDGUJA/AV85f8ABTHxDLpXhSHSIrSF5LjQpriCS5baivbMLnZnGAzCIgZI5AAOGIP2ePpKqnH+8jiyqusPiYz7Jnzr8PfHdrB8BNAk8SeJrCy1mTTAsFnctIQyh2SICQRmMYUIMswxjNeFeONQ1XVPg1qvgjWr+0GqXCsgngJMNzK0wlLqIwWAJBJYqFJ+bjJNUf2b7aD4o/FOy8Ba39om/wBJIREYkvFt3MgxzkEA8Dpu9q+jfiH+x5E+j3+p+DfDupTRWNpKJJI0Z1RlUkqxIODgHg896+YxOHw2VYhua1vzX+d0fp+XVcqxOF/eTalJPtZf8HsfGXgb4efE74K/FF9K8b+A72O5FvEHfTpo5prJlmS4R90IkKHMJDKdjbC+cYr9EPhx490Txf8As6eH7yXxgl5qCeEdPGoNPMpmExS2J8wDlXyGzkDLBvQgYP8AwUVitodO8DalcoHktPEbfZiyK+w7VkHyurKRmMHBBB6HjNdDqXwp+HHjL4Y6D4zGmpJKzOoUafFZyIrqHCSLbJEhKrt2/ICVbOWBUjpq5zDF5VUxLja61S1200+8+FnhoVcXS55Nb2t08mQfAO4jufCRnt5lkVr242uhyP8AWtXyj/wWBgYfF/w9dEjD6Hgfhs/xFfZngrRNM8NaX/Z+kWqQRBmcInTcTknnuTzXx5/wWDjJ+IXhO428vo8mW9flgrw+Cq0a2eOUdm3+KZvnXwP+ux8aMhJyqED3pVQr82R9KRywfAJ/GnEKJAR61+0nynMh6jauAAeelLhQPujOaahZzuwcD1p1A7o+mv8AgsdclvjxoAxy3gyHkD/p7ux/SvjgHcM+tfX/APwWPmB/aF8PB+ceB4MY/wCv28r49EhQbh3rwOE424foX7fqdmaf79O3f9EEnydKidj1p7Sqoyc1Ccg52nGcZr6M82zCikVyx5/MUtAWYhJ3Yr2z9gl/J+PNtPz8lhcnj/cA/rXiL9fwr2n9hR/L+NKkDkaZOw/NB/WvLz5Xyav/AIX+R7HDyvnVBeaP0L8H6k89ztLZG0fzFddb3KbPvc5ya898DzkXW48jA6V2AvFhjLuwCjqSemK/m7E02qzSP2XEw9+x7z+zrfXreFbh49Uhhgh1OXzVmmx/yxi5C5wfx4r028g1DVNPkfT7tMPCyxiTkMxBAZ9v8PT5QQeueuK+Z/hD8ffDeh6BNpWmeJLe5jN60nmWGuWoXOxFxtaVT/D1r1Hw38YdHurc3oguGKIXaRprWXAHP8MrH8q/TskxUI4GFKrB2S7P/I/Ls2wOJeOnKC0v63DS9Ru/DHjmz8AT+KrCHW5re0bWrqyCMkd6UA3qjH5YmkUYDAH5gQMZx6Voz3Mmp6LHeWqQSJayDZE+5cbo8EdxkAHB6ZxXxb8Avib4a+Kn/BRz4m6zocDyWEvhyHTJ4pIlIFyJrdZMcfOV8uTDjrjIJHNfY9hq0TeJtPcwNEtvAyNGIyuPuchSOnFehDDU8FiVGEna666ataW6WOLMMF7Cacd3G70tZvdfI5f4zhJPiXqL+iwj/wAhJUsXxIvPhH8HdZ8f6fpcV5Ja31pH9lmlZA/mzJFwQCcjzM474qt8X79T8Rr3a4OVi5UgjiJB16dxVTw98WovAsVrYCWIG71qx2+YOCTcxqD+ZHXvX53lOKhhuNKk5ysuaetu+x7NbDTq5VTjy3sldd111O78CfEu6+IHwkt/inFANLl1DQ2vDb+eHEDBGbG4gcYHXA4596i8d+MtQ03SJ9Z06zj/ALQjs7qeOykYeZIVKyYAVgQQS4GD1HpmsnQtQ0DxB8H9F8KN4ksNKt7rTbGxBW5RMQ7Yw0KgZAZowyKMY3MoxzivA/2kP7Yl8K+HtX0vxlpemyzXUegaZMLoho5X+1OnzZIUIFOW4wJlYZGTX3+Y42q63NT+F2XzvdtLpZHiUMom4VKtrRi7W9b2PbdS8QX3iuy0bxlqdhJbvPYx3DWjElZP3rkNhxkKw5xwfmw2cCvDj8YNG0f9oPUdNvltZJPCmradcCwnLCOWN7e3ZpOAcOokDAnIBWM8YOPobxzZR6ZY6Vp0LyutvpMCB5pN7uFGNzMQNxPc45NeQ2P7H+qT/HK//aNb4w/ZdP1CS3nutH+xFRbRQwRwSku8jIxZIn5aNdob2JPy+R4mMeKsUqj0V3801f8ABDzSGJ/sik6F+a62+5n01rIgjmjEcQUyXyuVXOAzRlj+pJ/GvEP28vAyeO7Tw/peoNG2nwTfaL+1aRke6TyZo1RCvJKzSQydRjyu+a7v4cfEHQfHvhKw8V+GPPbTr3XLgWk1yuHkCPKrOe/LAnJ9cVw/7Vnxh8PRaFq2tiRbrTfB1lJdXNxbMHWcxQTTXMKEcOVSJPu5+ZivVa+rzDMozwcpQdpO3KvN7BleCqLGxVSOkdZfLf8AI/KX4V+IbD4Y/tT2OprqrC20rxUYop4+PPiWQxj15ZMfQsRnjNfeXw//AGz/AIWXvg3xBpHiTxtcQf2m97JGNR06TKxNFIERGUALlwnDBj8w+bkmvyrTxPe2+tW+p2t1IJ7abzUkzzuDbhj8a++9d/ZX8d+P9KvNe+HXhVZbPTYSLiQ30ESjam4nDuC3GDxmsOKIUqUKTrytdWvpbS35n2XCtPK8bGtTxD5dbp/il9+h6R+3tF/alr4DSU7I/wDhN4Qz/wCwYZCx79h9a6LwPL4c8Dfs8WXh641pnki1tCz3ERXySYpEFvuJ+cRJHHEGGFKRLhVAxXOft56jBpWk+D9RupAkcHjCN3dhkKBBLkkDkj2714J+0F8YbTX/ANn+K58L+PLS1ktviLE8Yt7GO5uFj+zXp3+TJJGCCSg3E8YPBJXPyOSwq5hlMaCekk0321v+h5jw8YzhJ/CpH1X4U1vSvEGmR6npF7HPBPDHLHJGwPyugdc8nBwRkdq+Rf8AgsEjR+LPBUwTO/TLgfklr/jXv/7Ivjqy+IvwitNbtbbyVilNpgwLHuEQREOFz/AqDJJJKkmvD/8Agq9otz4o+I3w58LaTJC13fpJaQJK+FV3SyVN5wcDceuO1b8EQ+rcQzov7Lt9yaOXOox9k7bf8GJ8PukinoOeaQiQkHb0Fe/6j/wTw+K+j38uma58VPhfZXVtI0Vzb3XjFkeKRThlZfIyCDkEdiCO1JbfsA+NAuZ/2iPg7CAORJ45YY/O2r9rWKoN7/mfJKm2eAqzL94/pirEcIkJDMeK+gof+CeuvEebL+1b8EYwP73j7n9YKnt/+CfduQDc/th/BQEn5mHjrJ/9FCn9ZoXtf8yvZtbkf/BYieKT9pDRoo2BEfg23Xg9P9Kuz/WvkMk42ntX1b/wVn829/aZtooEZ/L8MWy8DP8Ay1nP9a+XIbSURTxTRfOUGxQ4JPPoOR+NeXwurZBh1/dX46nTmaf16b8/8iC3jnmYQwIrGZhGoZc/MSMY9OvWkKOlsImQ5L8gjmtTw1YK2p2iTXccfl3KvuClgTlSBx69KW68M69e3E89ho1xLDHcSBpI4WZR944JxxwD19DXvcyT1OTluroxsq4xx+FKqJnkUkkMltIIpUwVXnDhhn6g4prThXKlCcGmRa4yZdshFezfsNf8ljZv7ujzn/yJFXjEknmvvwR9a9p/YYQP8Xp8rnGhzn/yLDXmZ9/yJa3+Fns8OL/hdoeqPu7wG+652huNorq9QhhubV4JBuVwQwz1FeJar+0D4e+FPia38PahoV5eXNxa+eBbyKoRd5QZJGOW/L8a9D+H/wAS9P8AiT4FtvHlhYy2tvd+cIoZ3VnHlyPGSdvHVD71+B43LsZRjHESh7srWZ+01eWpVsnc84v/ANj/AOEESkWej3sSp8qKNTnIA7Dl8msyD9kj4aB9wtL0Dd/z/wA2QfX79evz+L7GLSn1C8hKxIMyOcfKO55I6deorprz4X39o+0+KbZXK7vI+zKXxjPTza66OYZtKOk3b1Ma9fA4aSVaMU35XPH/AAh+zf4VsHxBfanCQPlCanI4H03E4Nd/4d+Ez6VdxXNh4x12JoiNvl6oyAj3wOR7e1aVro+nWEbXj+P7NoUk8uSVLQbFbuCfO6jjj3rSBttPKmXxlBCCoaNpbRcSA9Nv76ssTWzipq5sSx+EatBq3a3/AAD0D4e6Xctqstu2u3E13eWxitDduNnnBCI921cnLhATnpnHXI+R/HX7S3iK2+Mur+HdZ8P6tp2oza0lpdrbeKSIbW4ik8j92v2c7MMmep+Zd3XBr0f41/F/xH8K/Co8Z6X4shWa2uIpdOE+isI5pkPnRpuErA7vL6EcjI718oftG/Fnw78U/iZqfxP8KaLLpQ1eaK9mtXl8wxXhRTcsrcblafzHB6kOMgHIHqcM5NWqYidXEQ5lJNJ9n2fqcDxccPiHVhJart2dmreaPVLj9rLxvP4gsvBfiG712bRryeK3vrbVPFBuIFhMignymgCHaOQCMZUDjrXeeN/jDLonie++HGuaZLqekeGrK31WAyXq7PN82IjbCItoYojLvJ6AKRjp5Bb67+zj4k1uS+vfg141ms3mZrOWx8T2iSpGdxjVg42s4+XdtwCc4wcV6L4b+L37Pniv4tXVzq/wM8YX7+KpItGU6r4nggBjMm2JjFBF8kmCSQJSuT/EMGvdxWBhCsqmqUIvmV3vdW/C521MY6lOSdNuEmmtFa3XZbn0b8FP2kPE/wAStai0rxHdaneXiaMPtcl/KGIkjkGThVUYUuUyApPG4E9Kvx6+JPj34T+H7HSNf+LN3cJ4tnu7a2s4vB+mz+TBjEh8xwrEKJUUc7vmBB4NY2k3/wAPvhH40vfC3h/QNcg/tGCK5nWfWbdgpZ3dSB5YJ6n+LABAAG0Vx37ZvjvTtcvPBGmxW86z6bBeXTSTyI26OZoUTGzjhreQfnXy1af1rPlXw7ShKK23dlvt9+p11ctoYrF0ZUaKhSklo0nqldvVdzb1DxxrPgjwL4b8O6N8YfEp0mK/+yRW1jpSW0n715J3YtHd5Y53jLFsAkDjIrU/blfxXr/7MUvwe8J2lvpclrpVrC8d9fbVt7USea5MkSs0krlCHLlt3mOS2TlvI734taP4b07wd4V1bQJL+51/xJBa6cyamlultMT5QlkVoJjMq+eDsXyyT/GK73xHHB8dta1XwnPcTRRa0ZbQyQEBoVdWj3Lu7gZPOeayq4nF4erRrzlom2+vwtW0+85sZlVHF16tK2lNNtrRttaao/MtHjaVopieQQB059PxPFfql4Q+Nv7SOo/CbTNc+G/gDTPEl3rnh3Top5LTWA8NrHNa/bWjuUkeJ/tii+LMFBGJog0rGPYPz0/ak+DPh79nv45T/C/w9qN7qIs7K2kuZNSjRSZZow+F8s4K7HTrznI5A5++v+CVlzeX/wCzVdQi5uJBbePza2+ZMrHGbSwPQ8AcNnHdhX13G+Lo18kpYyCUk2mk7pNO29j80ynDyw8qkqi1i0rdL3f6Ho37UvgrT/iL4f0mxuIXkWPVFuFEkDoAQpX+JRn73TNfHXxZ/Ze+IV3bQ6X4NOmuhv2uJkvNStrMbQpVQrXMsSM2X+7uzjJxxx9+fFjWvBHhmW0vPHviKGxtnutsD3WdrSEw4QYHJI3e/WuS+EXxB+Dnjrx3dr8MPF1rqskWl3BuFgt5lCKZIBkl0CnkdAT1r80yfOMyyuiqlKDcFrt7v3ntKtGeCdO3fX5nzt+zlqPxR+APwqvPCmpeBLK/uYZ5rmxjXxjpQWYsg2oxW7fZlhjIzXmf7Ug+KGqfGv4c+Pvil4ft9HbUtYjk0u0tdQW6EcaSWuQzDHI3KOmD1r781G4v3u9VJuCywiMxRnouUJI9818a/wDBQ6RLPX/gzOkGz/SrggdgN9lX0/CGb/XOJoyVNRlO7bX+FvT5o8/NJf8ACU776K/zT/Q+NP2s7aG5/a8+K8aoh/4uf4h28H/oJ3HpXLJ4KuRCZ/Nt0CgZDHnH0rqv2rVMX7XfxWIOCfiX4hI/8GdxXKLJK8DCUhsxjGfWv3SPMoLl7L8kfG04072aOl/4UP4pSz/tBNY0SSMW/nAR3Uu7G4Db80YG7J6ZqTS/gH4r1VGeLW9Dh/ciRUur6RS4JxxtQ5I+taOh6X4q1Xw9PHbSMIDbJlGXhhvU8Z6cjrVDUpNd8P2EJmfaxtjhlypAJwOhHoea4o1sTNuKkr+iPqKmAy6lh1VdGSVk73PVP+Cnsl3N+0Q16zFVu9BtVSNXO9go3bsD+EliB7q3pXzOi5O26UEZGTIT/Wvun4y/sY+Lv2nPG1t8SPC/jfRreE6TBbyRarHOzo6bs7PLUqykFTknOS34+X+Lf+CdHxM8PO0k/jLwzLsBYmO0lU/+givByXPspwuXUsNUqpTikmtemhz4/JMxqY+pyQbV32PmmW5iswEsZ0L8YZWPH5YAqW18beMNJs5tO03xDd20N0T58VvcuqSZBHzYODwT19a9Q1f9mj4iaXuT7V4fkALBVdSucEjklO9c5qXwa8eWztHMuiRnbyILpgCB3+5/k19JSzHA1H7s0/vPPlk2a07P2T+655680jtiSXPoDTfLdz8vOe3pXSt4E1yGzjuriexVXhikDRFjkSRrIvGOuGAPPByO1WY/BNpFYGe81otISFWKONV68ZJOeO9dEsTSjuzhhg61XRLpc5JbUlhuwT7GvcP2DrVm+Md7Btwx8OTlc/8AXeAVY8M/DD4O2F6lrq0EF08c1skk19qUgQh5mDkKjAEiMJ1H3nx2r3D4d6n8A/h873Phq00O0uHQxPLYwRiYoWUlS6jcRlVOCewr5XPs5jUwFTD06cm5Kyex9tw9wzXo4unip1I+6721b7ehg/HjRIdS+JU1vdPIIoNCtZ3EQ5bF1MAPxr1f4MlNJ+EMNpGzEQ6lqqBm6kDUbkevtXiPx0+Is0/it/FnhKOK9s7jQ/sN2z7kELJMZFcNjnIcjgHGDnGVz6V4C+IejaX8ObLw3rWpRDVBbzT37JEyx+fPK87oDjadrSFchsHGRwa+UzKjWqZHh4tXd18j9ApV8M8VyL4le/o2rHeeF9ajjGltuODqkG7J6/vVNe/aheEX+hyhut2y53d8mvkzw94kgRdO2TK4F/CcqwI++DX0vqGpSGLSZUfAjv0Yf7IIFeEqX1d2a3Z5PEsYutTa7Morh/Bvim0c7vK1WVzj0xU/jm9Y/DHStUiAZowqNn0CE/zqtZJI2m+L7cxkeY0kiMR6jr/n0qvraXeo/BK3hgyjBto+XPGyt2kz5+npO55x+1jqllffs7wG6RQHNwijYOW/sm7I/XH5V8Q2/h/VPsizKhIwCMDqCMjH4V9Vftiyajpn7PukT3V2QLbxDHvwoO//AEKZQMDsScZ7DJ7V8yaZ8VrW1sGi1GGMwqw2sy8AY9R07fSvr8hhVhg3KCvdnXOWDfKq8uXe34GTcfGjS/CFu+jaXoOpNfWqC3lkutVieASJlWIjW2VtucYBckDuc1237Mnxf1nxf8dPCthrdnbKsHiOyuI5IQwPEwyrZJz16gDofWud1Hwn8IJ/Dw8X6+XW+vsyyhLzh52G5yu0kEbicYzxxSfsuz6fH8d/DSaXb4hOsQSxSyRgM2JQMg9WXPt1r18dDCVcuq2g+az1fe3+Zk6WbZfiacauITpzaajF3dntddND6Huv2hrT44/FHXdf8VXNtodxoEkemWyWtxsSeCN5xvfzM5b5RnBAGRxiug+HPwM+Kvx38P6b8SNGktLvT9T0yCaO4FypRJBBGtxGOSflnEy4PIIIOSCa+W7jwP4W8YfEDXrm/sxcINWnL+XKUIPmMcgr0x347dq+rv2R/j/8MPhd8JbX4WeIfiPrGmS6TLcC20y2tVkcwu5m80EkHaWlfnoMYzXxGcYJ5dl6ngIty91JWvZW1ta/Xc+wwOPzmng6Xw8qulre76XVu2xV+Lf7NXjnSPjN8HPDHifUILOK41jULo6nhnhtmgS2mjMhA+XLIAM9Sa9G+N/h3/hRnwI8TfEv4b/FS1m8S6bp6vYpFbxyNG7OqF1WTcrFUYthhjg+leZftU/tH/BzxP4g8C6zb+ONUlt/DuqiTW0vXRZrizaSFpEiI3eXI6QlVJI+ZkycGk+MX7RPwi1n4JeKLL4f/Cu8vpL7RrywSY6xJObcyQmNpW8tCgaFJhKwPGUHPIJ8SGFzPFxwntYOyfvKys/fvrfumTWniHQxEnUcZyTbSUeisut+mx83/tS+I9W8W/F7Q/E3iC58+/1TwN4Uu9QnKgGWaTRLOSRyFAAJdicAAc8V99f8ElIV/wCGZ9bD7do+IvG7/r0sP1r87fj3cu/jvw9MjhjF8N/Cbc/7OgWBx/Kv0j/4JBWdpqH7NmtLJGGA8dyyqMn5WWystp/Svf44hGlwrTilZXikl0PzfBzTp1+90/vPc/ir8IvC/wAZIx4Z8U6pqVtb2m+6Q6XdrC7yL5CBXLI2UIkOQME5GCODXD/B39nrwH8HfiRfar4Xub2e7vdHlhklvHg3GITROF/cwx5wWPXPXIxnFeveJUS2u2niARjYTNuz3Ett/gPyrhvAqXMvxNulnbKrpUpAJ9ZYf8K/H4YrFRwrpRk1Brbo9Tqg3KDd9EtvzJoxHL4h1i3bO6NYQeDg5TjB718c/wDBTqBLTVPg9KUBJmvuScdHsTX3JqsAijkEYAHcge//AOr9K+If+Crsb2mrfCFV+XbJqBwc9N9jX1PALvxLS+f/AKSzizOd8uaPiP8AamOz9q/4qO2cH4keIDwM4B1O4qTRvgh8VNZ8GDx3pvgTUZdJ2MRerAdrKqkl1H3nT5SNygrkYzWj8Z08OXf7b3ju08Z6w9hpM/xY1ePUr6KNneCBtWlEkiqvLEKSQBySMV9wfFfxRBqNvrFnBpkTX62Qa4soESPyI13RIdgwURAADsXd0BAONv77j8bUwlGMoW2W/Y9XgPg/C8UTryxNb2caaW1rtvbe3Y+WPAs1tZ+Dbm3vo2ilTS8SK6kYA2nPPbpXnvjvWbbXdRtLO0ClFtsbh/ESxI/TFdb8RH8RzadP/ZEJVZoHhnK8s6YQnII4ycjj+6a89hsbiK8t/tDBdicnHcHmsMBGE5utJ6vodXEteeHg8BBNxjZNtWulofXvwy+M/jjwZ4fitJ7vTQFjxm6VwR+TiuQ+Kf7T/i/UpJIIvFGnw8Ef6KqMf1ZjXXaL/wAEqPjNffEix0m+0eSx8NvezDUNWl1K23RQrt2OsaNvJPzgDb16lQd1fTul/wDBNX9kXQ9o/wCFZfamXrJdaveOW+v77H6V8lPCZTh6/tWnNvsl+pzYjPqqjyRilLa923suq0PzA1z4n/EC+meNr9bhQ7FZTKy5yxP3VwB17Vh3uveLb8EXEtryMfxnj8Xr9dbP9h79lfTTmD4E+GZCv8VzpUc5P4ybq6DSfgV8I/C0YHhv4Y6JYEchrTSoIj/46gr0FnWGo/BQ+9/5Hz86mKraTqs/Fmx8N+ILlTDpvmzs4UMLe3Zy2BgYyD2xxxXRaR+z/wDHXxBFs0v4a+LLmMjhk0KZUb8fLwBX7Jt4d062T93p8SgHjCjiqdxYWqj5bdRj0FZ1OKq3LpTj97MIYCjtzM/JLxF8Cfjp8NfBt3428W/DDUbDTbFoXvL27nRQoMqogK7w5Bd1GAOpFcnD8YdSt4vLt7WxU+rq5I/8f/mK/Rr/AIKSeTH+xr4yUj7x04cjgD+0rWvznvPgjpumhY9d+KegRnaUf7NcxzBTnHQOrY98evWvWynGU8ywjq4iKT5mlZX6IVfEYzCVeTDzdrIrWfiK78d+Ibaw1TxTZ2QkYR+e1sgRASOu7GecdTWp8TfFXjHwFqlp4Z074nzarB/ZschmhCxBSXkTZ+7Y8AID171FpPgz4LaNbPHrvxPN6d3DaZpcySY24yvmwMvXurg+/FZHizxBpGrSyQadbEREDZ9os1IC56CSN0x0PBRh1GPT04wo1K8eXWK6NaevcmWMxKw0ud2m2ve5m3bt2Nb4M+OfFE/xH0yW+8Q30iCYkrLeSOv3T2ZiK/TyfUYjb2ke7OI4ZQT3O2vyq+HU9rbeNLW6sYTHEkjFUMm8j5T3wM889K/TF9TMD2cOcl9Difj2A/wr47jGlCFem4Lo/wBD28knUxOCaqSbab3d+iO80CFbqbVBjKzQFnX6inix3+AZLZEAVGcrx0+SqHgfU1azW5jPzSQquSevA5rfMYOlzWdsjDdG+0sOMkY6/WviJVrSOyfNBvseA/tk6XBbfAu2M8ZZLbUGuGwMFgllcNjn1wB+NeN/s3fBP4aeMvg+3iP4g+CLHUnm1u1sUupIiJlExt4gfMGG+UybuD2NfQf7cenXEPwPvE8rO2G+lJHQKum3RNcX+xjJa2/wT0PS721WRdX8TmFS4+VHjsmu1LenNuPxr2I4yrRyPmpNp8/R9Fr+h34RQqu80mkmtVfdpHJeDP2dvhtouq6zPZ+H7WSKGPVZdJtbyHz2tBbTyxEB5MkjLLjJbGAc5Y1X+NPg3xZ8GPib4e8N6nPHNp8OtWX2KeNMgS21hbxSqGPODlWwfXPavf8ATPCunaV4L1x7yBBJbJqVwZmwf3c15PIcEA8ED9Pavn/9pT4kN4j1uGK51KGbZ45ubi1XzlLxbBLYSoygkr81gr4OD+8U9GFGBxOJx+Kn7Rtq1vvV/wA0ddWrRi6EIxS1s/k1uerftG/Arwn4l8IaRNbaJBb+ILvUxJbalbRqk8iLZu5haXrsLyKxGcZjHGBXz/8As5fA7wf4t+MMXhLUfD91etcR3sfkS384aaRNE+0R/NHIrD9+5kABHOB0GK+iW/ay+BHir4j+GvBltJeajfR3EEFtL9kaKC2klaK1Jk8wqWX94ScA4CkjdwK+ZvBX7XM3wcvdY8b+CvA9pq1xqWvvbaRqGq3Mu61SC1t4mZfKKlvMR8YDLgHBzkiuzLKGc/2TOlytSaajd23eln00OLEYyjUxE4O3u3emtrpdPkfcHw2+A3wn+Efxk8Xp4LTT00q51tdPs9NnL3D6abfTrxCBPcO75ZgW+ZvlXaowBhvC/wBqf4neAbz9lbT/AIe/CjxfoniDWoZ7r7db2M/n+VZw6fePcMzISFZIzvwSMYXgjNcTbfGH4i+M/hv8VviX8OdbNnNayWF1YXENohle7n1FoHeN5FZkAt1kBXP8ec5ArwfwZc/G/wCIvjxINW8R6jql5qOnarYW7Xt9JMsb3NjLCzYZiEOCOgGdoz0qsDw5ivrn1rE178vLpe7bS9HueVPHYiOHagpO/W2iX/DMyPjXcNL4/wBIRCDt8C+F0O44/wCYHYr/AEH51+ln/BIDXNE0X9lbWNZ1zU7Wwtv+Ezmzc3tykUfNjYnlnIA69z/hX5kfGuVX8d6fG6HjwZ4cU/3SRotmCB2OQO/9K9tj0n+0PHHwU8S6XoRjVPhW8d9JFbhd9wmp6zF5jMQNzsiQ85J2qo52gD1OIsshmmSUqE5cq0d7dle3z7nlUq3ssTWhbdpelj9H/iX8c/Bvi+C1ufhB4z07xC9o0zTTaPci5tnEcsIaPzoiY2OdoKhsjn0NeCeJ/wBvXSP2fviXL4v+J3gvVptKm0WSyittGgha4a7kmidSRNLGBHsikyeTnbgGvAPgp8O/2hvHvwR0Dwj8CPEEmlXNpNqja1d292VWaCS4hZVYELghjjjdnI6YObmgf8E6fid4y1wweNvFME1wjb2e5Z5di9G2kAZJJHHIxXwuHyTIMDUccXWThG6td81r76aI9aFSUsK4Qg+aS3eyvqeifED/AIK5+Kf+FiDw74V+C1lBpZ01bvzr7UZpricNZi5WNRHGqo5LLHyJQDzjtXjP7X/7Y2l/tVar4Dt7P4d6l4duvDdxcpdwX10kyy+c9vtKMqoePJOQVH3hX0L4Y/YN8E+Drm31XV5JL6a2SMqCCiApGiZ2DC5+X0ryX/gpj4bn0rUfh5a+E9KkF3dQ6gVjsYSZZCptj8oj+bI5ORzxxg9PZ4cxHDMs9pQwNJqST95t2vZ3bT30OHMsNUhl7vK+uy7XR4B+1n8J/jB4Z/aM+IfirW/hP4js9K1Dx7rNzY6pe+H7hLW7glv5njljlZAjIyMGBB5B4NNtfiF8TPB/we0vx/pXxH1SPUdV16fSIpodZnS5tLXTbW0ZIlYNlIj9tQBQQubYDA2AV0lv+21+2x8P9QhF18afFMFzgMsXiKJbt3HB5F7G5PGPwNeq/F3/AIKIfFsxaJ4M+J/w4+HPj1m8K6Zf3t14r8Nfa/P+22yXyBVR4449kNzDERsPzxMe+K/T6sZVXCLjGa9Vslb8z5qnXxGGlJwlKPzaPmG/+JHj+2t45rjxhfXEup2chuZJQZGw0ksZUvOvzkhN25CRiTG4MGVctPFF1KY1uHkIRCsYaBcD5Qv8PsBz7V9VeBv2hP2KPiXBcWnxR/YG8O6c0FrvnvfC+v3FirvuA+SC2iQjgk8uQNvXmpofhf8A8EwPFuqtZGL4r+D3I3I9nNBdWeCM/KzJczMMHPQH6VtGvh6dRx5LPsjok80rU/aOUpRfW7f5s/TySzmJGD908DOaguLdy+S/bpir0pIkyD3qncSEck9q/OJ2ijsWlkVZkcRHJJycmqdyvmEkv29atTz4wA/6VRu7wqSQccelczqxOhbFK5hXO0sMZ5GazLzCrsXgelXJ5QzfM3GelULuUKDgY4471x1JKS0OinueA/8ABSAt/wAMeeMGWMswOnbRn/qI21flfNrBBZBK/Gei9D+Jr9S/+ClE8kX7G3jFDGwMh07ZxjONQtiR19OeK/KxbG5kuGPkHBJ4r9D4Rgv7Pk33f5I8TNXJYj3eyNfwx40Tw5rMWrPpSXflNuEU7ZUnBxnirnxT+IMfxJ1ez1S30lrTyNPWB4fMDKCJJGyDxwQw7dj9Tz66dcKCJHCKeoJ6/wCf8aI7e1jk+S83MRghVz+FfSKlQ9uqrWq0ONYnErDSoJ+7Jp280W/DGrDRrtL1lJ8o/NtYA84HGQRnk9RivrTX/wDgoV8P4dVsLTRfCN7fxpaR2s98x8gCMLhiiSAliTngheOhFfIsRtbW48vyWcled57Z/wAQKvz3GiHLpo43cHcZXxnGDxnH6V5+YZTgsyqRnVi9L2+dj0ctxuJwlJxjJK7W59t+E/8Agod4POkzT2ulNp9nYoqRTXkDHec42gQBuRwecdRzWZ49/wCCiF9f2SReDtdvIxIpDSJosUWc88SSyuOvYx9BXytZNd+IfBk9813FGkd/DaxRqo3BXjlLEADp8uM4wD7nmaDwUsdvG02nzXOQCZY3JIP54P5V87LhrJqNXmknfs2fSwxmKxSXsqaemra1PSfiL+2T8YvFVlquieLNWXUbS70GbTg1y25Emntnj3bYQqKxCTHKjgtj7oxUGmftFfFDwb4fsvhx4M1C5GmxCO+A01I0ljnaBYyRMEMgOxnXAYcNXOW3w7vk0i7v7Rh5DWoZrMJsy/kvscjoWAkI/E11fgLT4bLQoY5oNkhfaFkT/YUdT9KuvTyunStCCaXTpsehl+XZjU/c1XyJ6ppdE9kY/j7Vvif450/T77Ubu+vUl0yae9Gq3bzHf58yEZcnJ2Kh+pNTeIX8Sy6tb6pqGuPNbXHiTVHt7VjkRO9zJI2B0xlgc+pNbU2qJNYXVg8kiGHzItpBK884Gfc9qwdevLW3tNDia4cLHfXEkzzv/EyA9WPr29TSjXTXLGKivJW6HTDKKeGca0pOTW93/eSOw8K+EfBnwk1aT4iX89wfsCNNEWiZ8z4BhUjkbfNZMnsBk8CuS8A+BvsvxCvPCNvbQuU1GSOIXEIGQgAJDAcZCr6dK6fXdbuLnQWgMYYTSuv3+qmEjqTg/Q4p/g++sf8Ahf8AqWu6fd50+4v7m6tjLEUDRP8AMhG4A8gjggH1A6VyRr4j6pNuTbs/0sepVwGFp5tTlShZO1/xvf1PY/B/wk8QQaLd28ckS2F1pcskqWRHllYnRoeD/HtbLc/e3EcYA86t/DF9oHg228S6DE0d9b3FzPHc7gCDHBLIFy6nAbZtOCD83BBr12LVNbXwe02l6gLWC18241GIJuMsH2QR7VPVcTTwtn0Q+tcdpGoW+qeG9KsL6/hjtf7QjW4klxlYncRyEsMNja5r57D4rEv35O+q/X/gH0NHLadSnUpS0TukvkkeN+OPhpY6x4gsJJA5a18N6NA7Nbh42ePTLaMkYJyMqcZOSOSBnA+vP2SP2f8Awj8RPCuh+LfE+iWt3deHLFtMsNjGIxQGea4IH8Oc3UnHAJbGQABXgniG70258VJKLt4AbS23NERKhYQIOc89vWvs79iWRrX4VM6XlvPv1CTBC7Mjag6HI7etcHFWZYyGTxUW1svvOPMcjy7B5fOrCKc7pX63PRfDngDwn4Gs0tdAsDbEW0iR2zRlGYDYxxjhhwCSMgZ681W8I6bDceK7y7V42ZbXaVU7toLZGew6fpU/xS8RWOlaOX1KwkRjx5ibhg5GDlOB+RrA+Evji2vbm6nF5LKqoF3yqspHTI8xdrDJP8Sv7DtX5tThXq0ZVZX13Pl/7Jxc8K8RT1W1jqdY04MZBGEJ24Hr09u9fHn/AAUc18eBfib8LtbeC58y2tdY8sW+BIHaOFVYHjBDMD17V9sLr3hfUpDDZ6jHHcsADbyNtcnuq78bueOgJx05r4S/4K26hosnj/wPoy3EZuI9G1ZpLYSjzY94RY2ZRyoZkYAnHKt6V9TwLR5+IYRkrpqf4xZ87j3Xw8Epxaaaeq80fGXjn4ofEzxhqE/h/W/G+s3sRuipsLnVZ5I2fP8AzzLkfe6Dt0Fek/t3/DHTPhB+034i8JaH4iN/bG4M0EZUKbCBmbyLQnLBvLgEQDccEDGQSfW/+CQP7Lfhr4wfFrX/AIveP/DSaho/w+tbW807deSxvFq7XSzWs2FwsqIttOHRjsPmpuUg14T+2FBNa/tNeMrW58R2+qyJq7eZe22QrMVVipU/cZSSrIOEdWUZxk/teGx1Cee/UaLt7ODcklpdtW9LHy1acq/POb1b/Ug+Bvh/xR8VfEUHwi8K28YutRlmljupURkh2Ql335XO3anXcMEggE1U8Z/DX4ifB7xNdeGvGWgPa3lhMiTywSBlAdFePBBIG4FSB1+bBxjFdd+z7r3iDTNN0G90LVmsbm3vLuFZLOFBdTQhMmONyBnc0xBUsF+UZHAz2vja91zxtr1zqmuWrT6rdXLSu2mzyK9wIgkYBT5lPyqoCqOQeqnNGIxtWljpKy5drdbp7/cfX5fkk8VgIzc2mknG2lrpaM/Vq5vFiR7h5AI1GWk7CvOvHf7T3wB+H8TSeKvjP4atXQfPbLrEUs49vJjZpD/3zX5C/Ef4z+P/AB8RN8SPF+ra5OCGii1rVZLxkPPLGRmKH2yTzyBmuLufFOsyAIsg2r91ApIH6159PhuNRfvKn3I+bniOTZH6p+Ov+Con7K3hu28/RvEesa/If+WGlaHIjD6/a/IH5E15L41/4LD+H4baSDwb8HrmWRuYptV1xIgh94445Af+/lfnvdXOr3cu+e+mK9lD4A/AcCq7wTIfMGTuGOT/AJ9K9Gjw5lkV795PzZEsXWa91WPr/VP+Cpv7TPjyVtH8Fad4b02dmws+n6bJLKme+J5JE7dQleZ/Fv8Aat/a40zbY+MvjrrkUt0SWtNLuTaF04ySLZY1A+o5x9ceJ6ZPf6feC8s55YpVBCyROVIz1GRST20lzL57QAscksepPr712U8swVGfuQjb01+8n21ScHe9/wAD2nw5oH7PHjHT7bWPiH8X9dk1C5gSS9a8gn3K7LllJMDElSeu45xmvC9Rlul1CYW9zIYBKyxN0JXPHoelbtna3zxqVYAqMAH9Kih0f/SCl6D94ZGOv41th4xoTk+ZtPp0XoXWp1cTGK5VG3Vbv1MJ4ZUQksWbHAo0+2eKQzBD8pHaulv/AA3PZ263MUBlt5PuSqOh9D6GrOmaZFcp5E0QXJwX966PrUeW9rjjltT2ijLR/n6dznW0y9uJ0EURGOMnIz/nirLaHrKyBZLfGe5P/wCqu30rRY7VkluIkkgPGQeR7fh7gV0TeA3upw9i25W6wsccY7Hv7ZrjnmapS5WkfQ4XhipXpuV3fscx8Nfh3d3euWVzeTq8LShdiDKZPGG98E/nXtf/AAhljppDR2YjKgEhSSp6VjfDnwG9hqUd8qkxxvuK7cMD7j6/yr1KOKBYgLmHKOuPMAHH19K+TzTHTq1007o/R8iyWlgsG1y2bfXU5Hx/qOmf8Io1kllGjCHCyLwwIA54rm/D955+nCLULRLxc7twJWT67lGG/EH3rpvijoS3emG3tY9u7oV4HP8AKuM0kX+mWTRTXAKxnO0t09SD0/HrWeHhGphdH1Oyq5UsUuZaWJ5dHs5jMvh3VmjldsmzvRtYkqM4YHB/MVQvbW+F7pNjqFvJbMl5IW81SVOUUducfnV+fW7e7iEVxAshclf3rc5x2bHb3/Oo7XWtX0u9s7O4mW4gaVnSG4JcdADs5P47T+FdChVS1X3nJU+rzkkn1W2266Drs306raWsSk7iUaCQZbjsDwf0pz6rb6X8QL5f7M8tTI6hFUxsvYf7LfkarpHoup6hG1pefYJjMCYpvnic56k9V+pH41NfW3iSzv5Li/tPOtmf5J8+bC3P8LDp07GiMFy8r6rYttympx6NapX2/E9LtteF98PbttI1n7PcsGi8ifEYkVgpIyeOqKfwrHtp9Y0zwnjXdODKbeZS7KCozDIUJZeOGCn8KybaewufD8VgXmtnlmO7Y29ewAKnkd+a6FtE8R6N4XkWxm+0QyR4JgfOBx1TI/SvJ9lTpvlWl2e9StUbk+3Tb7jz7xCYZvFvmWd9t/dw5RTyP3a9a+8P2MYbu3+DtkzEMJbuRiSc+g/pXwzrmmaVqvi4fbNJMc77ebZvLcjaOqkY/QGvu79kvS59E+F+m6aJnbaGctLHtb6EZNeRxeovLKcVvdfkfOY+VSnQqp/zLv8AkXv2j/FeoeHtCjms7t0dpiu5GPp71wnwa8fTS2t9f6hHDwoxJGgR2Pc/Lx2q7+2J4njtNKtYruxS4DTtnqCAAOcjnvXDfCDXND0Xw62si4W2LSq8aX1slxExBONyyKQR9QfbnBrxMvy+nLJuaUd3+pNGu44KFNK9+mx6Frni9RYvrGo6wbC0kZhbS3CNI9wVB/1CRnfMMjbvUeWhI8x0BzXxt+2N4nTxj8fdN1bVLy6jt7fwqILJdRkVnhCrcMkW1RiMedI7bNz4MjfOwxX0nf2ejeNHk1rU5bx9RkmXbqFjqklwojX5RujuS8kjBQAMTIowAFUDA8I/aE/Z08WeOPjBp/hv4c6/peoX9/HHFpul6ndfYLqYswUKvmkQlyxwsUczuxIAU19Vw3DLcBi+aLt7ru3vtqfJ8SrM6mHbnCyi00lqtHvc+z/2IfDVj+y9/wAEtb/4oajpcryajb6r4r1LTpcfvY40O1UPPySWlpG47Zdj/FX5G3mqXGt3s+sajfy3N1dzvPcz3EhZ5ZHYszsT1JJJJPrX7g/tz+ELb4T/APBPzVfh14UMpsfD3gRtHs/NbLfZI9PkjAYjqfKHPqc1+Gz2u1zGCDt9BXscCzjjMXjcZvOU18ktkfm9ZvlSv/Wh7f8ABzVdNl8C6JY6PPsvLS9v/tobA2Fod0ZGeoOWHXAKHpyW7LXNUj0XxZM2lzxP5L3jReTOobPmI4+vJIIHHIA7V5h+z3aRS6dqrySSKIL60EeyYcGRJ0YlSDuGzOR06Htz6U2kvqNrbl5lWea6MrqsDEbXUp1BOQNmTkgcnJA5r1sfGnTxck+7f36n6jw/KdXLISXa33afofP7eHpZ7bzorYkHnIBx/niorbw/NLL5Qh+YjgEe2f6GvZvCfgmH/hH5beSBJSuNhIIwSODz/tVgXHhg2Miah5eBC2Rhc5UMP17Y966YZipOUV0OKfCNSFOE5PdanAjwvJEMyw/RiMA/5/rWnZ+DLLVrGa1hZRcwtlM55HpXol74OtLsTIcq0sWY3TqG4yoPuCDVHw/4auI3w1sPNgO35UwGUEjp6cfqKy+v88OZOzR20eGI0qyjJXjJf18+xwdr4RgeL5wFdcggDuDz/n6+lPbwsElRo9PJCclXIyfpj1r1vVvg/caiq6/pMXy3KgyxqpzvAwSPwJP4GoNK+H91ax+TcqJF/vKuCBk44rKOaU5K6Z2x4VlTqOEo+j79jip/h5aaxpaajo6gHaC0ajGMcHgDg1hyeG2aT7FdYWReUYc7x6ex9u49xXr8+hQ+G9Pe+sGLHcPNjVevbNYGpeG7PxBbPfaYC0hBLRK3DjIO4EdD3/zipo4982r07nVieHqEopwVp9V0fp+py/hLydNLWmoopt5flmRjwcjjORj8cjrWjqXw106ILqWgOJIHY+YkhGY+nHrjrz9KrPokyah/Z92jHeQqO69T6N789fc+tb8EOueFlU3tvKhXISNiCOv3SeRg471VarKM+aEt+ncWDwlGdJ069O6js7aowvDmmyWl+LW6hwrnKk8q3+P1r0KzsQgRbUcsoJjb6dQe4+mSO4rnNONvqeoLqNlaSRR9ZrXfuAbnOB26Z7da9A021jMamKBpo+64IK+/HSuHG1W5J2PUwFGnTpNRel9H5Fvw/FJczLK8YjkUf60rgj646j8K6OTTLyECS4SMKy7RPHzHIc9D6dO+DUel+EdTEEN/BA91bynGQMyxH3AwGH059q6vQ9L1CwAdIw8Tr86Oh2H6+h/ycV85iqyi9Gem8ZCEbM4jxPoCXtlHF5O8bjhBnkDrgg/pXJa74Ut4oVEUAjyuFYRDK569j178E171ceC7HU7QT29sUkA3PbT/ACHOByCc/Tt0rkPEWkCW1kiksGEy/KyOgyPQEd+owf1owmYRclFGP1ijXXvHhZ8KT3MjmBCrMpViq5jPoeO/SnaFoeqWGq+RNaSRodwRZB5kchxkgnnn6/hivevBn7LnxB8XhLpdJ/sq1cFo76+BjIA7BCC7A44+UDHevYPAv7J/w+8NmK+1959cuhHh1uPkt92B8wjBwcY6MWB7jtXuPHxjFp6nyuOzHLsHVTUm5J7LX7z4gHhv7VeeZ9la2YMdjodyuevTtjPvir+iJr3hwt5Zcxu5yh5Rsn0OQfoea/RLUfAfhjXtBj8Lav4es59NjAVLGWBfJQDgbVxiPHbbgjtXkvjz9iHw9es958PNbazds/6BqLNJbk57OMuv/Ag+c9qj69GorSWhhl3EeDnVtUvCV9+nzPmvR5fDWvXFpa6hYtaTGTBltF4J943OPyIrtPGXhh00r/iV3AmUL8gU7WK5Hbt26E1Je/ArxJ4U8T2cXiXwzd6YRID5gjDwOc9nUlCSOwbv0rV8f+Gb6y0iR42LCIAJNHzxnjPTGPfFeViK0FVik/kfd0MRSqSTjJNPqmeQajdh/Ey2mvWQm2uAvngiQDjowz+o/Gvvv4EJp7eF1NrKxSGzBVHAGMLjqOK+B7fWbi48ReTqix3EayjpjIJOM8Z49+BX3N+z/qmmXHguf7LcMC1sQiyA4Xj16f8A668vieL+rQujxs2XtcJKUHf3jyz9rfUo3e0S9gmhUSsA8K717dQRg/zrhbDS4P8AhDIzpE9rdhnJlW2O0rznlOn5ge2a9P8AHHwc+Lnxq8bRaJ4D0kvBAxa9v7icLbW6noXJzkkg4RQWbBwMBiKXiv8AYc/aa1COHTdJ8M6SkUJ5ubG7VXc+pLnA+gUEeprryfBV62XQUL23v0Of2mGpzpxlOKcV1djz7SpY9NiDT3T22GziXCY/PjpXoH7FnhDQvjf+3poj3mr217beFNBuNbWAFZFknjkihh7kBkluEmBH/PKuS1n9gr9qN7lri/8ABF9fMBgySajFKxA+r9K94/4Ji/sufEH4QfGTxF478e+G7zTnm8OCytPtEY2ktOjttI7/ALte9PNMHPLsBWxF/e5Wvvtf52OXiHEe0yubpSi1bW0le3U+l/2nNEg8UeALjwneRbodS32zDytwG+J4umDn73f0r8UfFHg60v8AUtU07xn8Nre3v47t4bqaygGlzQyRsVdUWENbKoIIJFvk4HPFft18XGnuLqysVuyqGVSU/Hr+HX8K/NL9oD9nr4oX3xi8Z+I4fhtrEtpdeKdSuLSe206R0kie6kZGXaDxtII9q8rw9xs4V68G3rZ/O58dwxluFzOpUhXtZJNa2PmO28L3HguJb/4ea/K32pla7tNRtEVVZM7dk6lt+N55MaDk5U11fhbxLrsUduddQ+ajDzzGQECq2QwZVAYkFhjy0HI56muiuPAOrR3DQ3GjTRODgpJGVI9iCOPxqKTwLcxjzHhY5/hRSSPyr9Pq1IV1aevn1Pu8Jw8sAksO3y+t13/M63wJ4Hm1B3ha1IMluVyF4VlOQf5/n7UniH4N3U8zyG2VUYCQ7gBgnqcd+f8A0Eele0+HPDNtprR3EMG3duKjH3gCR19chjWlr+g202k/aRECUZg2TklTkj9S35ivz15pUhX5ovRn0zxFKpFU2tDwjTfhXAlnDE6gtDsUHkZxkBc/Qr+NSt4DtLO5jk8pVkc4Ugjk/wD6zj8vUV3/ANjW2kMzKwZGIYhcgk8A/wA/0qjqcdpK8my32Rs2SOp2Ec4IHY/+g1p9drTk9TeEYNWRD4L0mwuLN9OdwocjKMvfrwfY/wBD3rL8Q+EEg1U2UcaCYqS0ZIBcc4cHt6HtV7T7t7O+IkU4xjcOm7t+f+FXvEyjxBo665p8O280/k8D5k6MuT/nIrGMqlOtdPR/mdbi2jy34meEb7TNJbKbHZSxMT53DOeeOB64HHWvP/D1yNPb7UiMqLhby3zlom7sMdVPt09cc17L4lv7fxNoJt0YiWPBRmI+VhxyP5/QV5Vquh32nX7lLYxzqxDBRgOh6j/D6d+K+hwFdzouFTc83GYWVOrCtBGlquh6T4j0STVYbYG4iHzBOC69QRx/k1laZqrXEQ8Pa/HwqkQztwCmflz6en+yR6GtTwHqX2a8bS7oYhk5hyeBnqn06kH8O1aniHwOIphe267Y85SWM/dPofbsfwrRVFTk4T26eRTourBV6e+0l0ZnaJ4HurPUY9TtAHjJz8q/ex2+v+Qa9M8L+FbTVIggtyk0gwrQvgnHQHnHUYwcdaq/BmB/ti6VqUYZXGA8hJXn1/oe1e3aJ8BNc1JRqOjWK20D423Fw/lxE8ZGeckf7IJ9RXDicRVqVeR6u254uY4vB4OnZNRv+ZxXh3Rr7Sy0tlbiLI2zo6FgSMcsvUexGR6FuTXpHhLw5b6+y2724WQxkuB8+Pfd2H19sYrqPCnw98HWsMc+qXVzqlzFwRawtFDu7rvb5nX8F/x1tT8Kavd27Q6TqNvpNkCNlrbwcuR3ZwQeMnJ7nrnHHlVsO6ru39x8PjM755clP79jl9a8B6Xaq9uNWiLJt3xQKJ25z0J4BI4747g1b8IDwRpN+JLrw6mnzwMfsepXciuwByR85OYyABnGAcZ4zg4uu3M2jAwzausrLJhZIgd56+pyRz0yf61UbUdRv7cxxhC8gKl1xtPXgEqAM+mf4hzU0IQoyvFHn1a+Lq0+WU3bydj1aa1nUuAcKWJLHHGSD+vufSmpKvmGOOPcwODJn5VPvj/Jrg/Ceo6t4cjGmJem4VU3yWMzBUiyf4WBPl8cbRkHPQck9pp+t6NrgEVhcGOZFDSW0h2uq/3tuenbIyDxyCMV6SakrnkTpTi77ruWlkDEB23sWwQMbR3/AAHv+tOeeNBtWZQOSVEmNv8An+tRbJAx/wBHABOBjj+nP4Zx6jmmSSoABBGrP03Ennn/AD7027GLVyQ28Zie2uoVZZF2vF5YZHXnClWBBHt+lcP8QPgXoni3TZF8P3X9kTsxy6/vIjzj7mQyemQeM/d4xXZyXPkwPPISCqklnPykY6k54HHv178io4ZNS1Nxa2EZSNGPnXb5RYwGZWA6F2BVwUGAChDFOM5SiptaanXhMdisFVU6M3H8vuPiz4ifs6/EPwBryar4m8MF4FkLnVtKczW/ykAszKMx8so/eqp5AGc19L/AOCzsvhTc67qZlSzt4AbiSKIs7E8KigZy7duOgJ7GvSIvC8cbGWC5lEjFhPKFUvMCrDB9sF8DoMnjJNePftVXJ0LRtE8GeFtUtrG3lnmu9QtdNslhliuYwsa7jHgMjRsGAH8RYnnBrHM6TxdOMZO1j7TKc5q5xNYOUfebTcltZau6PrH9nvWPDVp8LtLu9K0a8iiu/OkYrYPiRxM8ZJBOcjywuep2AmvQo/FHhVYD58cseeSJLKQD05ytfnp+zj44vpbtvAHiT4gapZxsC+j3i3bIIZPvPFI+cCNgC29iAjBicB2dfcJrL4k6Dcva2/xc12B4pSjrcyH5SDzlW6HjBHrX2eT16Sy+nTp/ZSX3f5k5jwzCeLlz1Um3e1n121V9j6WuPEvgr781/a7epDRkfzWtDQfEXhTWW+y6Hq9rPImWeKCQFlGMcr6dK+Y5Nb+O8MQt7H4syXD4yWlsYiSOv908/hVY/FH9oPwdC/iG5v7DXI7UMzW0GnkTHCMRtMJBOWCg5DYB+6RkVz8Q05Y3KKtGKs5Lt6M8uvw06eHk41VJrpd6/JxR7n8TriNtTSSJssnyjkcceldTp0fh+fSLR72S2SQ28ZbzGUHdtHY141+z94u8U/tVadFqb2MGlsk7+fFbyrcghHAOJBtQHkZUgFTkEd6+YPiX+3F45+Gfii6trHwF8OPEWlTyFtH1nQriaSO4iPzKWbzAGcAjeMA7s8V8fwFl+JwFStUqpcrsls9U9fzPLwOT1sVOVKLtKNr28z9AdS8JeA9SjK6nY2Moc5O8J8359ay7z4KfCO/iMd14S0iVByfMtoz/AD4r8+NO/wCCn3iu2Hl33wJ0Bxn7tvqE8f6HNbmm/wDBT++nCKf2a7A8/MI/EMqd+3+j/Tiv0nnpN3semshzaOkakvvt+petoFYPHMWBRwykH1X5h9M9vrWTqnnuXsLmZtwcFS7k/KWAI/Ig16d4m+CXxI8B28WteI/CE8NrIWHnWzJOqD1cxMwjOTxu25HSvN/Ecsa3pniRQVB2szDGO/GeecGvyO0oz5WrM/RcBUpYpKVOSku6MbWNPS1uzk43qoxnocdvzrIu4ltw0jPuKDOD3GDn/GtzxLKlzZNc+V8ylWAYnv2rBeTO6YkfdbII6ADn/PvXRSu1dn0eHoOSuYV9NBE7qZCYw2FcHAC5OPyIx7bqt+HvEMFveIZmG2b924xxn0Ppn0929qxdRhL2+Rkoq+YRyQUbI6Y9icew9aopKsKPBIXDRy58w4Ix1U++CBk98++K9FUYzgz0FShGFmVfHcD+GdblWEZtrhgUY5xg9Py7/SprfQLfxTpqExjz4gNkmOW46H15r0bwj8C/iT8bfDYj0nwvJ5MQ+XUL4CG3J5HDMf3nOchNxAHQ1638Kf2IdA8FxJL8RfFbazKrI0VpYIYIYx3VpCS8voCAmAOQTXXCNSVNO1mvxPm804kyfKZShVqKT/lVm1306HyTa/DDxDrfiX+xdB8O3d/cynm2srVpHyf48IpIHQk9up4r6I+FP7I3i280yOb4m6ha2ETKVk09GE1yw5GW2ny1J9mYg9R2r6R03wzpWg2I07w7pNtY20bbxDbRBct3Ygck8D5jk8dad9jESeWq4GeQBgBvU/me3863lF1YpS3R+dZhxziavNHBw5Ivq9WeS6R8I/Afwou4bHw/4SilnOXj1nWcXMhH/PMJtWJdnYhS3Q5PbVk1eSW4Nzq2pTXIJ/eCWVAo7cgnnocfSu/1fS7HV7A2GoxsyMmGbGGU4I3DI4ODxXm3ifQLnQtQGn3FnBIHOYrqUcSc9icgdsqORkdeM8leFRO9z5mOKqY181V3l56mu3jiyjsvO06Boo1QY3bSoIH4/wD6hXMeIPGuoXCGCITlHyrMHHHA4AJ59O/3fpmQ7CPIaQSTMOQFUjHvnp9c54NZ8uh3csnmXV2y73LGN5SMDtg46ZII+n1rmknLqawpU4yuZk+lfbnSSO1dZ/MAeedlZVA6g9x6c/lwTVR9Ka2uZbm5boxCKXCByD2498VsIs0UxuLTy0J3ELGRgrz8p9u3r1xyar3KKIjare5Jcx7pCygDI+73IHc9M0Qh0NtRtprl3psJ8mZY8D54CWaRgADgMVOF7dT1+uKH9pXN2ov3sv8ASFlH2W9tJnWeI5HKkNx0GfUA9jgp5d0b97SASTklSHBOTgHAwDgE4OQAcDrit61tW0VrJryKEloshxbhgM8YO08nkEnnvwAM1srwiTPkhHbc3/Dev+J7aOC08ZaXHMiRjdqFvtBbAyGePuTgZZARuOAqjONuXUNNa1juYriGcTnbbNAfNM5yflQAEufUDpgk4wazdF8Ly6/ICtt5NkpEks00oCKTk4x/EwxxyuN3bqelt9M07RLprnSbBYmEax3F44BnkTIUZbhpMBVwM4AC8YAx0xg5r3loeTUlFS93cy7Xw9qWqKDqqmCCWFfJsFmVeWQA+a6nqASNqHbwcs4bA0/OtIM2aTNHHtBQBUCoCfupxjAGAD7e1JbPbBSFljVTlndWyGY9ec4B45I9DVCfSbi4vRqF5dJHaoVPk+ZlmI67uQcEYGOn5gBSiktDKN7am7aS28i+TCTLGuYwHHLcEH6+5P09cea/H/4YeJvEXia28TaRowkt7i0tIwZHCksum2Tsy56/NKQfdT6V3tmo80JcTb2yWJJLDG7ncwGB9OOnfmvA/wBrr4weNNPGj3GgXYL2kU1vKFvPLVJre6kt54sHkyGE6a+OykmuLF08RXh7Olv3fyPpeF6nsMx51ZdPvOX8R+A/FGmazdfafC94BHp19HELfa5eZ7WRY1AB5LSGMdK6D4D/ALUfjDwfZReCfjJ4R1DV9MhIitdUgi3X1nGoACfMcXEYHRXO4YwH2gJXjum/tD/FbTNUi1azu9QW8jmEsMqSROEYEEcFx0IH1pD458fR37vb6utvb+czWLXUiPO0Rb5RIsZKbx3weDkcgV04CGa4OPKuW6P06Sw+YVOWSck0tujXmfoP4K0e3+IWgjXPh95Os2Jfyxd2j4KHr88chDxEejKG9MjBOpH4K8ZWj4vfBN4wA4ddrADHGMEMK+FPhv8AH74oeAtbPiTwz48ksrlTGs17bw+VlSx3A/PhhgMcHv2r3zwl/wAFP/iJatBF4o0m11AEoJZo4vs0jAkAs2Mp0yfu/iK+mw+NdSCWIi1LutUeHmHDebQk/qzUoPo20/8AJns0mm32lvcRvp15Cl1AYriKa1Yq6HqrAgbgemCWFee3XwA+CU0YsJ/hjogh8zeUh0iKNQ/IJwqpzz2HetHRv+CnGk3kW2+8HT7QQWIK9D7Hgng9/wAOldFpv/BRj4GagGj8SaWLYAgM80ShM8jOeldcfqmijI8X+z+I8E3L6s/Npo4OX9kj9nS7QOPhxYqCx3G31CaIg9eVWQfyFVrv9iP9nvULVltPC17ZEnHm2+oytj8Gdh6du1ex6d+2N+x54nhMVxq2ispwQJGj6k+5rWtfi7+xpqLKsnjDRbYvnbu1JYwfYZPP4Zrb2dO+6ZyTzHN6Mffpzj+J/9k=",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'139: restaurant, eating house, eating place, eatery'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'5193: sax, saxophone'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2261: snorkel'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2299: pickelhaube'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2431: restaurant, eating house, eating place, eatery'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'7816: crash helmet'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'5529: ski'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'2473: ski'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Retrieval performance (imgs/s): 25.22241178544816\n",
      "Written classification results into classification.txt\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "import AlexNetClassifier as alexnet\n",
    "\n",
    "from aperturedb.CommonLibrary import create_connector\n",
    "from aperturedb import PyTorchDataset\n",
    "\n",
    "from IPython.display import display, Image\n",
    "import cv2\n",
    "\n",
    "client = create_connector()\n",
    "out_file_name = \"classification.txt\"\n",
    "query = [{\n",
    "    \"FindImage\": {\n",
    "        \"constraints\": [\"$dataset_name\", \"==\", \"prepare_aperturedb\"],\n",
    "        \"operations\": [\n",
    "            {\n",
    "                \"type\": \"resize\",\n",
    "                \"width\": 256,\n",
    "                \"height\": 256\n",
    "            }\n",
    "        ],\n",
    "        \"results\": {\n",
    "            \"list\": [\"image_id\"],\n",
    "        }\n",
    "    }\n",
    "}]\n",
    "\n",
    "classifier = alexnet.AlexNetClassifier()\n",
    "with open(out_file_name, 'w') as classification:\n",
    "    dataset =  PyTorchDataset.ApertureDBDataset(client=client, query=query, label_prop='image_id')\n",
    "    start = time.time()\n",
    "    for item in dataset:\n",
    "        image, id = item\n",
    "        label, conf = classifier.classify(image)\n",
    "        classification.write(f\"{id}: {label}, confidence = {conf}\\n\")\n",
    "        converted = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n",
    "        encoded = cv2.imencode(ext=\".jpeg\", img=converted)[1]\n",
    "        ipyimage = Image(data=encoded, format=\"JPEG\")\n",
    "        display(ipyimage, f\"{id}: {label}\")\n",
    "\n",
    "    print(\"\\rRetrieval performance (imgs/s):\",\n",
    "        len(dataset) / (time.time() - start), end=\"\")\n",
    "\n",
    "print(f\"\\nWritten classification results into {out_file_name}\")\n"
   ]
  }
 ],
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   "display_name": "Python 3.8.10 ('adb-python': venv)",
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   "codemirror_mode": {
    "name": "ipython",
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   "pygments_lexer": "ipython3",
   "version": "3.10.12"
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