{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "001f0e99",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as pl\n",
    "\n",
    "from astropy.io import fits"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d9a742a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "pl.rcParams['font.size'] = 16"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "178c5f12",
   "metadata": {},
   "source": [
    "# galaxy: NGC 3191\n",
    "download from: https://skyserver.sdss.org/dr18/VisualTools/explore/summary?name=NGC%203191&ra=154.7714253775900&dec=+46.4540981150800"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba3b3162",
   "metadata": {},
   "source": [
    "### 1. structure of the galaxy: optical imaging"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8d9ee9ed",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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85z9fXX/99dWnPvWp6g//8A+rM844o4qI6i53uUu1srKyKz+dj7ve9a7Vne985+q1r31t9cUvfrG6/vrrq3e/+931jR2lCfzaa6+tTjzxxCpi++DdS1/60uqyyy6rrr322uqd73xn9a3f+q3V1NRU7di0zkdLLd169Nu//dv1GH/c4x43Mj0DGj/1Uz+VpjnvvPPqNK985SuH3q2trVW3u93tartz/fXX78r/hS98oTpw4EBtY504/zzgAQ+olpeXd6X5xV/8xSpi+8auTqdT/cVf/MWuNDfccEO1sLBQRUT1C7/wCyPbXqJxnI+I7XM0mTP2pje9qU7z7ne/+5h4cOejqqrauTr99NN31VtyPj772c/WZT3rWc86Jl6cODdnzuQtSZQ/fw4cOFD92q/9WvFMTEZHg3u+8IUv1GmbLrchnjjhhBP2nI/bArXOx9cJcQVCP7rC7cUvfnH193//96mBJB2r8k9PT1cRUZ111llDz1dXV6tv+ZZv2RXRf/CDH1w9+9nPrl73utdVV155ZWPZ11133ZBjJbD70Ic+tPpf/+t/VW984xura6+9dmxeM1pZWamOP/74KiKq+9znPtXi4uKuNP/wD/9QdbvdPXM+IrYP/fG2C9GnPvWpWqbf8z3fc9R1HDlypHaUXvva1+56T+fjDne4Q/WVr3xlV5orr7yy5uHnf/7nd73/qZ/6qcaJ9fDhw9W97nWvOk3rfLTU0q1DH/7wh+so9+mnn14dOnRoZJ7v/d7vrSKiOv7444sBosFgUI/p+93vfkPv3vzmN9djPXMIRC95yUvqdP/6r/869I628T3veU+a/5Of/GSd5iEPeUixnh/8wR+sIqL6ju/4jmKaUTSu81FaXdnc3KydrV/5lV85Jh4y5+O9731v/fwP/uAPUp7d+fjnf/7nOk9mz0VbW1vF65rdGXzWs55Vl/nv//7vx9S+Y6XM+eh2u9XP/uzPjrz+3+locc+3fuu3VhFRzc3NVZ/5zGd2vb/xxhuru9zlLkOY55bg4xud2jMfXyf0pCc9KS688MK44x3vWD/78pe/HBdddFH80i/9UpxzzjlxxzveMf7P//k/sbS0tKd1HzhwICIiDh48OPS83+/H+973vjj33HPr8wXr6+vx4Q9/OH7v934vnva0p8Wpp54aD3vYw+If/uEf0rJPPPHE+Id/+If4zu/8zvrZ8vJyfPCDH4xXvOIVce6558Yd7nCH+L7v+75dZ07GpYsvvrjm/dd+7ddibm5uV5qHPOQhce655x5T+SX6pV/6pbj97W+/6/m9733v+Mmf/MmI2D5LM+prqU7z8/PxAz/wAxGxc2C/RC984QvjDne4w67nd77znWuZ/8u//MvQu62trfjTP/3TiIh4zGMeE494xCN25V9YWIiXvOQlR8V3Sy21dPPo4MGD8cQnPjE2Njai3+/Hm9/85pF78auqin/8x3+MiIhHP/rRMTs7m6brdDrxhCc8ISK2Dz1z//sHP/jBiNjea/993/d9xbpoQ5XHqd/vxznnnJO+46HnzO54uqP5Ovex0F3ucpe4xz3ukb7r9Xpx97vfPSIirr766j2r8+EPf3h9oPnFL35xrK2t7VnZl156aSwsLKQ/j3zkI/esnptLf/iHfxhHjhyJw4cPx5e+9KX4y7/8y/iO7/iOOO+88+K+971vvOUtb7nF6v7N3/zN6HQ6sbS0FOecc05ccMEF8eUvfzmuu+66uPjii+Pss8+Oyy+/vD7w3nTBQ0tlaqX2dUSPf/zj47LLLosLL7wwnv70p8cZZ5xRg/6IiOuvvz5e/OIXx4Mf/OChQ+o3l6qqiogYqkt0/PHHx1/8xV/Ev//7v8ev/MqvxHd8x3cMHR6vqir+7u/+Ls4555z43d/93bT8U089Nd7znvfEv/7rv8Yv/MIvxFlnnRUzMzP1+62trbj44ovj277t28Y6zOikw9H9fr/RwDZNqsdCchAy+sEf/MGI2JZPdnh7c3MzXve618VjH/vY+KZv+qaYnZ2tD5F3Op142cteFhHbhwKbqKm997znPSNi98T5yU9+Mm666aaRbXjkIx9ZBDIttdTS3lJVVfHUpz41vvjFL0ZExO/8zu+Mdej28OHD9S1I9773vRvT6n1VVXHllVfWz1XnXe9618Zbhk477bQ6uKMbGp1OOumk4gUltPsMtJXSraysDD1fW1uLxcXF9Gecm7ycmniIiNr+LS8vH3XZTaTD9FdddVX84R/+4cj0xx9/fP23bPfNJZZJR/TWoH6/H/Pz87GwsBB3utOd4rGPfWy85z3viWc961mxtLQUT3rSk+Jf//Vfb5G6v/u7vzte9apXxcTERFx99dXxYz/2Y3GnO90pTj755Pi+7/u+uOSSS+Lxj3987RwrONvS0VHrfHydUb/fj8c//vFxwQUXxGc+85k4dOhQvPvd744f//Efj6mpqYiIuOSSS+J//I//sWd1ypjRGDmdccYZ8X/+z/+Jv/3bv42bbropPv3pT8fv/M7vxH3uc5+I2L7B6TnPeU6jwbj//e8fv/7rvx7/+I//GEeOHImPf/zj8ZKXvCROPfXUiNieWJ7ylKfEV77ylaPiX5Pg6aef3ngrVynCVVVVcUIrTToHDhxIVz1E97rXvXbxJ7ruuuviwQ9+cDz96U+Pt7/97fGlL31p1yQrGjXRNE2epYmT/MhByWhiYqKO/LXUUku3LP3mb/5m/NVf/VVERDzlKU8Z28YfOXKk/nt+fr4xLQNHzKe/R+VnGuYn9Xq9kWWMm06BMdEzn/nMYmT/WK7nnZiYGCud83Fz6eyzz67B7W/8xm+MdG5OOeWUem7793//92K6+9znPlFtb7evfzS/Ot3lLnep/266nfHWpJe97GUxOzsbm5ub8du//du3WD3PfOYz4xOf+EQ84xnPqB3u/fv3x0Mf+tD4sz/7s7jwwgvjy1/+ckRs7yJo6eipdT6+zmnfvn3xiEc8Il7zmtfEhz70oToq9ba3vS2+9KUv3ezydQ1ixOgokKjT6cQ97nGP+Kmf+qn4+Mc/Xl/7NxgM4vd///fHKqPX68W3fMu3xM/93M/Fpz/96fiv//W/RsQ2UNb3R8alxcXFiIh0uxWpNLF+8YtfLE5odCLGKSt775P0U5/61PjXf/3XmJiYiJ/+6Z+O97znPXH55ZfHDTfcEEeOHIkjR47Ez//8z0dEjIzmjTN5+sQpeR1tO1pqqaVbhj7wgQ/EL/3SL0XEduDiD/7gD8bOS4eCYzsjvmc+/T0qP9PcmtfCfyOSVj+uvvrq+L3f+73GtLOzs/U3sD7ykY/Uc/bNobPPPrv++wMf+MDNLm8vaH5+vl6du6VWPkT3ute9hq6UPnToUHzgAx+IpzzlKbG2tlZ/4+WBD3zgLcrHNyq1zsc3EJ155pnx3//7f6//34vBqb3CERFnnXXWUefv9Xrxyle+sv7/ox/96FGXMTMzE+edd94xlyGAPOoszDgT67h0NHVxkr7sssvi3e9+d0REvPKVr4zzzz8/vvM7vzNOO+20OP7442N+fj7m5+f3fJmfRIfi1pRZSy21tJuuvfbaeNKTnhRbW1sxNzcXb37zm0cGUkj79u2rv1lwySWXNKbVubpOpxPf9E3fVD/XhwG/8IUvNALbK664orYZynNr0p/8yZ/siuzr5+lPf/qtzs/NoQc+8IHx2Mc+NiK2P/ZXWkkSaYvs4uLiMX2k0Oke97hHDfQvvPDCPdvOdXPpWLbP7TW9853vjPX19Yho3trcUpla5+MbjLindy8A6h/90R/Vf3/3d3/3MZVx4okn1l9cP1aebk67NAledtllsbGxUUxXOj9x2mmnFSe00r7mG2+8sfEQIpexOUnzC6s/9EM/VMz/yU9+svju5hL5aVpu39rais997nO3GB8ttXRbp8FgEE9+8pPrg9WvfvWrG7dCZtTpdOoo9l/91V8Vt3BWVRUXXnhhRETc9773HdrL/tCHPjQiIjY2NuLiiy8u1kXQqzwtHTv96q/+anQ6nbj++utHbjN65jOfWffZL/zCLzR+iHZcet7znhcR2w7N//7f/3vsfF/4whf29KC86IYbbqgd5OyL7LcW6Wvvd7rTnVrn4xipdT6+wYhbrcbdJlWiN77xjfG+970vIiIe9ahHFbcYjaLFxcX6wNqx8nRz2vWQhzwkIrbPjPz1X/91Md04X/w+Gnrb295WfKev0XY6naEVJRrs0hdur7zyylt0Gfy+971vfYNO0wH/d7/73bfoCkxLLd3W6UUvelH87d/+bUREPOtZz4onP/nJx1TOj//4j0fE9m1Zv/iLv5imecUrXhGXXnppRMSu8yTf+73fG7e73e0iIuIFL3hBfYCddNlll9U34J155pm3yBeob2t0v/vdr76B7Lzzzmtcad63b1+86lWviojtW8Ae/vCH1xcFHCs99alPje/5nu+JiIjXvva18fznP7/xy+tVVcWb3vSmeOADH1h0cks06lzJ1tZWPPvZz64DiLq05damF73oRfXtneedd97YZ5haGqbW+fg6oC984Qvxghe8YGQk48orr4zXvOY1EbFtiL7927/9mOt83eteFz/6oz9al/Xyl798V5qXvvSl8Td/8zcjy/qVX/mVeonSV09e8IIXxIc//OHG/IPBIP6//+//q/8/2hWYxzzmMfVh+V/8xV9MAfM///M/78lSNelXf/VX49prr931/NOf/nS9h/cRj3hE3OlOd6rfnX766fXfmTO0sbERz3jGMxongJtLvV4vnvrUp0bE9jXF733ve3elWVxcrM+dtNRSS3tP73nPe+LFL35xRGwfFH7xi19cvPgi++FZrsc+9rF1hPYVr3hFPO1pT4uPfvSjcfDgwbjkkkviZ37mZ+K5z31uREQ84AEP2OV8TE1Nxfnnnx8R2/PRWWedFRdddFFcc8018ZWvfCVe97rXxdlnnx2HDh2KiYmJkWcUWhqfXvSiF0Wv14ubbrppJAZ40pOeFL/2a78WnU4nPvGJT8Q97nGP+Imf+Il4xzveEZdffnkcOnQorrvuuvi3f/u3+IM/+IN4yEMeUjso2ZWxnU4n/vzP/7w+1/Cyl70s7n3ve8f5558fn/jEJ+Laa6+Na665Jj72sY/FK17xijjzzDPj3HPPTZ3TUXSf+9wnHvOYx8RrX/vauuxDhw7FZz/72Xjd614XD37wg+s5+uyzz46nPOUpaTmXXnpp/PM//3P9w6vsP/axjxXfia644oq4//3vH7/9278dH/7wh2sdf9e73hXf+73fG7/8y78cEdsO/ROf+MRie24uH9/wdKt8TaSlm0X68FK/36+e8IQnVBdccEH1yU9+srruuuuqG264ofrYxz5WveQlL6m/SB0R1XnnnberHH7k5pJLLqk/LnTo0KHqi1/8YvUP//AP1cte9rLqfve7X51u37591d/8zd+kfOlDT2eccUb1whe+sHrve99bffGLX6wOHTpUXXnlldXFF19cPeYxj6nLutOd7lTddNNNQ2WceeaZVURU97///auXvOQl1Qc/+MHqqquuqg4dOlRddtll1Rvf+Mbq7LPPrsu4//3vX21ubh61DPlF0m/7tm+r/vqv/7q67rrrqi9+8YvVK1/5yurAgQN7/oXzAwcOVHe7292qCy+8sLr66qurq666qvrjP/7j6uSTT64/TuRfON/c3KxOP/30KiKqhYWF6vzzz68+//nPV9dee231rne9q/76rT4Gduqpp+7igR8ZHIfXrAx+4Xxubq56+ctfXl1++eXVddddV73rXe+qHvCAB7RfOG+ppVuQHvawh6VfeR73xz9kdujQoeo7vuM7GvPc//73Tz9KKnrFK15R9Xq9Yv6ZmZnqrW99a5q3yd6QVNYFF1xQTDNuWU00zkcGzznnnMYyzjnnnJtl/9RWfmQwox/5kR8ZkrN/ZNDpoosuqk477bSx9GRiYqJ62tOeVl111VXF8paXl6tnPetZ1cTExMjypqenq5//+Z8/6nl6XL3+/u///l04gqQ+Gecn6/vLL7+8MU+v16ue+9znjvzK+s3l4xudxrtHrqWvKfX7/Ziamoq1tbW48MIL6325GU1MTMQv/uIvjtyfOeq+9263G4961KPila98ZfHgoLbmfPazn40XvehFjeXd6173ire+9a2xb9++tIyPfexj8bGPfayxjIc85CHxlre85ZiWOZ/5zGfGpz/96Tj//PPj//2//7frA1annnpq/NEf/VE87GEPi4jxr1gs0f79++N3f/d34wlPeEK9bE6ampqKN7zhDbv6odfrxQUXXBDf8z3fE0eOHInnPOc58ZznPGcozXOf+9yYm5sbKfObQyeddFK8/e1vj+/5nu+Jm266KZ773OfWkdGIbf141ateFf/3//7f+srBllpqae9oMBjsaXn79++P9773vfEXf/EX8Wd/9mfx0Y9+NG688cbYt29f3O9+94tzzz03/vt//++Ntu9nfuZn4ru/+7vjt3/7t+N973tffOUrX4lutxunnnpqPOIRj4j//b//99BKbkt7Qy984QvjDW94w9iHrR/3uMfFox/96HjLW94S7373u+PDH/5wXHvttXH48OGYn5+Pk046Kb71W781HvrQh8aTnvSkOOmkkxrLm5mZiVe96lXxvOc9L17/+tfHe9/73vj85z8fN9xwQ3S73TjppJPiW77lW+K7vuu74slPfnKccMIJR93GD37wg/H+978/PvjBD8YVV1wR11xzTSwvL8fCwkLc5S53iW//9m+PH/7hHz6mi2+Ohm53u9vFeeedF3/7t38bl1xySVx33XXR7XbjlFNOie/8zu+MH//xH49v/dZvvUV5uE3Q19r7aWk8uummm6o3velN1bOf/ezqrLPOqk4++eRqcnKympqaqk466aTq7LPPrl7wghdUn/3sZ4tlcOWDP/1+vzr55JOre97zntUTn/jE6uUvf3l1xRVXjMXXxz/+8eo3f/M3q8c97nHVGWecUc3Pz1e9Xq9aWFiozjjjjOqJT3xi9YY3vKHa2NhI8w8Gg+of//Efqxe96EXVox71qOr000+vZmdnq16vV+3bt6+6973vXT31qU+t3v72t4+MNIxDF198cfVd3/Vd1XHHHVdNT09XZ5xxRvX85z+/uuGGG6p/+7d/q2XyiU984pjK94jcJz7xieqHf/iHq1NOOaWampqq7nCHO1RPecpTqksvvbSxnE9+8pPVk570pLqfb3/721ff+73fW73jHe9I6yHtxcqH6Kqrrqp+4id+ojr11FOrqamp6va3v331uMc9rvrABz5QVdXNj/y11FJLLbXUUku3LepU1R5/Haellr5O6aKLLqqvK7z++uuPKXrTUksttdRSSy211FKZ2gPnLbX0H6QD3qeddlrreLTUUksttdRSSy3dAtQ6Hy3dZujgwYPFdx/4wAfiz//8zyMi4txzz721WGqppZZaaqmlllq6TVG77aql2wzd4Q53iCc84QnxuMc9Lu51r3vF1NRUXHnllfHWt741Xv7yl8fKykqccMIJcckll9R32rfUUksttdRSSy21tHfUOh8t3WZofn4+lpaWiu+PO+64uPjii+uvAbfUUksttdRSSy21tLfUOh8t3Wbooosuine+853xL//yL3H11VfHwYMHY35+Pu52t7vFIx/5yPjpn/7pOPHEE7/WbLbUUksttdRSSy19w1LrfLTUUksttfQNQ4PBIL7yla/EwsJCdDqdrzU7LbXUUku3GaqqKo4cORJ3vOMdo9stHys/5i+ptQa+pZZaaulrQ+Ma+NsifeUrX4k73/nOX2s2WmqppZZus/SlL32p8YOjx+x8tAa+pZZaaulrS6MM/G2RFhYWIiLi5JNPjv3798f8/HxsbGzE8vJyRERMTk6mDttgMIilpaXY2NiIubm5mJmZiW63W3/xe3NzMwaDQf3T6XSi1+vFYDCIm266KVZWVmJhYSH2798fg8EgVlZWYjAYRK/Xi263W/+Qer1e9Hq92NzcjPX19aiqqg7mdbvd6HQ6UVVV/bXzqamp6HQ6sba2Fpubm9Hr9Wo+t7a2YmtrK3q9XnQ6naH6xDPL3NraioiIiYmJOo/a2uv1ah47nc5Quzc2NqKqquj3+zE1NRVVVdVf3tbviYmJmJiYqPOwPrWn2+3G5ORknb7T6cTW1lZdhuSgdol30traWqyvr8fExERMTk4Ove92u9Hr9WJjYyPW19djMBjExMREdLvdoa/Hq80bGxt1/doQIjlOTk7WfS2qqqpu+9bWVi2/rK83NzdjbW0tqqqq301PT8fk5GQtG/1WW9kGyWEwGNRp2M6pqala3v4VdMlfspmYmIh+vx/dbjc2Njbq9lLPqqqKycnJoa/dV1UVGxsbQ7rAPKJ+vx+zs7N13ZQV9dD7Qu+UXv27sbERExMTMTMzM1SWdEx9pt/qZ/FOPWLZ1LXZ2dmYmpqK9fX1WF1dreXK3xzv6suJiYmYmpqq+3QwGMTq6mpsbW3FxsbGLt6pc/1+v04nPZLcp6amhuS+trZWj+1+vx9VVcX6+nrNn3jUOBatrq7GxsbGrnZQt3zzk9qpcqVXi4uLsbm5Wcu21+vV+ru4uBhra2t1P375y1+u7XCJjtn5UMGnn376kKFSo6iQTf/732LeqSm6V0ovw+8DxPnxfDKCTUQjHhFpnqa26Z0GiAxPJqtSW6k4WfuobDI+VDSm8f9dPt1uN2ZnZ+OEE06IL3/5y7G5uTlUT5bXJ9JSHVl/lNK43DO5OF+lMjO+snxM5/WVdCkrq0m/s7wRw33c6XRqIEBQQjlnvDrfmWxV5zjjdFQ7va0TExNDE2JWP/krPcueN+m4xmSTTpfkwTKb5JaRj6vsXZO+N+ka///c5z430sDfFkljYXZ2NmZnZ6Pf7w8B6IgYAi+bm5tDoJmTuYBnt9uNfr8fETGUXv/LidCELtAaETEzMxPT09M1MBKPnU4n+v1+TExMxMbGRg1s9EP+BCAEDOSETE1NxdzcXHS73RpgC1SJ516vVwNX1S+go/Ghdk5PT0fEbmdFbRJ45twquXk+yUN1ige2XzLWb7VNgEvkDpzyqr7p6emYn5+PqqpieXk5Njc36/asrq7G+vp6dDqdXYCa8vZ+lSzFu/qDOiI+JRv149zcXN13HOvqs16vV5clu6X6CESnpqZq/V1dXR2SH3lfWFiIubm52nlWWyOiBsFTU1MxPT09BJjlcG1sbNTtUJsJttUOOlwbGxtD+q4y5UhyXqJtptMsYJuNq4iodZrjUOnpfEjHp6amhhxw6Q7nR7UlG1dyYulosV0cj5ubm7F///6Ym5ur+0F2oKqquP766+Omm26K+fn5OHDgQB1kEJ9ydtbW1mIwGNQOod6pHo0bjWnxOzk5WfNHObozqzaynco/PT0dGxsbsbKyEhFR6wdtIHV7dXU15ubmal4dlyk9f5fomJ0PFayIgFfqQEZp1CApjd5xYvX/M2Ond1VVDZXNOhkJ8XxZHge2JXDiaZnG06otGtQ0yDIs3W639rYzWZE/j0iVZCjFzNrB/CSWoXrY5vX19bj66quHFJ/tUz2sm/JiuV6HBm1EDEW5aLQ4oTsxKkV+WIfzR+Po7XDj6f0hI8dB5+lYNp9r8is5uM6HePE+kRHP6s6cwib5yygRZPg4YV6XNWWo9yqLMndjlfUzy2fwwB0d1ke+pAsck+LB7YFHmT2PiPqdyZy8U4bsC70TLyqXtsllLLlnjhb5b2k3SZabm5u1zfJAlMAO+1tp9E79qfHqY0FpCI5kXyK2+1HRTbeLciKyfiQYc9vHVQqBTdbLSLNAiMa52sDosBwWgjHxQLCnvPqf49N1lL9JBKySj+Tu6eUkMq+eUxYlGyxnSX2vttIOcMUoIobslqLLcuLEuyLPki/Ht3SAoJHyo02Xk8E0mlvk8HikWryx/VVV1c6JzzMqm3ot4CgwrPTU2a2trdppU3rqh/hRmwVauaLBOinriO2oPJ1JrjpxrM3Ozg4FaTkOpJ/Zqgb1ICPxynTUW4JrypFzm7eTvPf7/TjuuOOGAhxsr8awnG2u0DCQkDl9sjccQ766GBFDjonawXzCnVppcd0SPxqH/X5/CPOzv2RfmmROOmbnQ8TJ3iPxPoGTKVcipafxVh4Kn88jho2bC82Bl/NCgCODxDq8vHHKzhwRjxhRVlQul5Hz4DIp8VXi3dtbKidzHDjAM6fMn3kd7oj6snHEjsGQYtOQ0BMv8ek8Z+3yfvfn6pdS36ps9mcmx4w3RuJLvFN3OKkqYidZyvFwsJ7pC9vI/9nW0jjNlmVLdbgO0JBnQFxEx8OdjmylrtQuOVAi/c/+dD5UHh0hjUnyWXLg2Ybs/8wu8HlmA1knbQepSfdb2iZNqIy06n9F8tbX14ccaIIl2jzl29raqrdkKX2n06lXDLrdbr19SmWtr6/X84uvxDf14/r6eqyvr8fU1FS9jUV1Kko7GAzq68N9q9PW1lYdzaYjJeA0PT1dR9QlE+mgQJl4oHM1NTVV2yPVJ1DKQCRBM9upbSiDwaBe3aCT46u9ikarTQRZHPMeCIzYcTSmp6frVQq2UTKK2AaL09PTtWy3trbqrXNaoRJf6+vrsby8HFVV1WCMUXNGreXYuKNJWy49PHDgQB2N9lUAOlGy3wpirK6uxsrKypBDoPrUNwL3DPZI7upXgljJhvpHPZL9lLOhFR31ydbWVqyurtbyIFDVNjTJfXJyciiNtjUdd9xxsX///qEIvpxebT3MxhF1RLKj7MW/VjPVBpLsB8dAtkLKfuSqw/z8fBx//PGxvr4ehw8fjoio9Uv8TExMxNzcXN0+yUCrLrIjXDVcXV2NycnJWFhYiImJiVoOKoOOk7aTbW5uDjka3W43FhcXY2lpKfr9fhw4cKAuW1ur1DbZMzlKcmjUj1wJomMyim628xGxM2nOzMzUS3wkGh83QgSmjC6xbL1jeU1UcjgyniOG9wKWHBQvW3y7o1FyFkq8SMmyPE3A1oG//82yMk82e862ZEBIRI8/A0sRu8FYVr+3JwOWWbomJywDjE4lwEcQqwmj1I6sn7wO55cTauaAuU5pguj1ejE9PR0LCwuxvr4eR44cqcvJAHsTSKY8Rq3adbvdXRGkDFCUHAJ3kPz9qOCEy5N59Tfl2OSEZOVpMvKVhEwOGYkXOpVOdCBYZsROf7mDUSpX7W1pfMqi3ZIntzGICJ59fuBvRjGzfud8JfDAKDYBi4CDwAbnPN8yQv58bDHwo/+dD+XlGFEbFPWkIy4wS1vDoAD/ZjTX+Xa+VI7KYJ0qy4MPrI9Bg1K0Vfxm9jYj2gPx53yp79SerEyPRou4guNykZxpw5pWNdk/3mbquspS+U3EtoyqW3KNiCG95diSk0wbVipXcmIgWP97YEBOk69+sRx39Gk7szKJQ+lkStdcnzlHy9kgUS8pe3eCJHc6fO48MzBN51JyouPj8lBggLs0Mt1gPzBwQlvk+M5tT+bANdGeOB8eqSCVHI+I3QAjA2NOpeekEmgfVYbznvFdck5KEcoSZcDPwU5TGwjgnJ8M1GUAleRgJ+OHZZT40WCg7LJ2cJnRy+dgy8Ax6yT/fCbwq7+zVQLKj8800Hylx6mk2+6oeVr2fakNbLtP8JQRy+f4cZBbmqx8ZYCOZeZcZDrndTK9G1OXN0mTGLdkNqVX+UzHicInlYzPiN1BB8mdzkEGMtyxcGfQ+SfI8xUY5mXfc1y2dHSkKK9swerqakxMTMSJJ544FOXV716vNxThlf1QxFB6pUOcExMTMT8/vwuUKKim5wQGOmSqbRWLi4v1ygh1udPZPg/iB1UZWSQQ1zsBf+rdYDCoee50OvUKhsDw9PT0kCPU6eycS5CcJD+CrcFg58wiHQ+CLkasdXZhc3Oz3mOuvOKd5XtgjpFdlUW5izjmJR/tZVeZPPcgOXIrCc9e6JnKUz/NzMwMRfLZL8wvx1N9SR7UZr0bDAa1bji2UP8QCHNFbWpqKlZXV2s9149WbcSbypROq32Li4vR7e4cXqdsfcVDvG5ubtYrb1VVDZ1VmJycjPn5+aHzARoL7lhLRhofqp+XQ6j9hw4disFgELOzs/VKAsca9VF6FBFDY6Pb7daHyzX+pYNaiZC+S084n6ietbW1WFtbq/WJsiU/8/Pztfzo+G9sbMTS0lIMBjsXCUxPT9dnxBYXF2Nrayv6/X59wcPMzEy9Kifd03zB8djtduPIkSOxsrISU1NTMT8/P+Qwa4xzB4gucNAKh8Y09Zrtk0y5xU9bFUfRzXY+NHgjor5NROQR2AzQ8rkbEE9fAnilNCV+mwCxntOQjJr8JQNGYr0c327jPJSA/tE4YRl49Xfu9Lhx92csj3Iq8ULHQXLL+GmKoBOQZfVn7aXz52XQk29q17jPSvxoImFdmcPT5FCyXco/GGzfnCMjyqXzTIYsizxk0XlORhmQz9pbGg9NK0XeLgfhqieLjNFYZysI7jjNz8/Hvn374uDBg7G0tJSufLD9ritNuqa63aEnb0rvOlCK5kYM900WjVJ54+xlbmmbPFKq7QMRUU+YAgeaVP12H0YeNRcQfDCIUiIHkizbQS3HnsAEAS/tYhbFVLs477Bubrvyugi2mdZ1luURDKscBih81UYA1LfYqi4GLbwvfawqQFCyp57e+4nRXL5n1DdbeWF7yKvSu6y8rbx9iAfOI3a2n7EM50er8kzH/pQeiRc5k3RwVT8DXOp7gWjJ12XGuTvbTsXD62oj2+pnqdhPeianN3MqeYCefeGRf7/ohLwTW2ibkfKwzXISOe5IxBreD+oLOuUk9Q9lyPb41k9u7et0OrGysjK0asrzK+JXh8kz3jlOqWMqz/uEtsrPr3DV41ZzPkQZEM46hp4Xla7JAfFyvT7lZdQ246WJXz6jQ+X8eXrnh0AhYnTk19tHAOSgiXlLDoQD0RLwKrXFo7dZ31EmyutOlmSRydbLZrl8XgKM1C1NaJycM7mU5OPvRGpv5rS4zLyN3jeu2yVDlfEqOQwGO4cfCYaytrAvs7M1PslKfk1j1idDvudk5/zT6GWR/Szi72NI/2cTrf7neK2qaldklO0uOYA+5iln1pOdC+JtIyUb5FFH/s9leeeDZYhKOtnSDmlS9Gi8Iu+8NjRiuz94feXMzMzQ1kGCbgI91aNzBTpcTjBTVcMHp9Xfipi6463VEQdqSkfg7LrAFQzVo0gqZeF18h3bpjpkS7LtQ+TFgbvK43ZsnVVgXZKx8imN+objws+K+CUnarv6nHUTNHW73aHVHQ+e0QZrtUsrRTqXoFukBIzdCdGYlm7p2lTJ1Ocazmt0gMWTzktwPlGds7Oz9a1f0gNd3apVil5v53pm1TEYDOpzS5Kx9E6Og9NgMKivfaXzwZUzbid0fdEP9dz7b2trq769TP2jG/5oc1ku+et2u0Mre1o5U9laTdBqD/nRdiWW63OIHIHNzc246aabotfrxfz8/NAZFumR+oRzX0TE3Nzc0Duu/Ot81fT0dD2n6XyFzi/xBjYPLuu8zsTERKyurtbnhDzIonMjGS4k7mBAR2eCIrZvv52enk4d1hLt6ZkPBxQlgFACZg4MHQgpjygDcSXHw8vLQHYGHp1X56PJIcnq1zMHpFlUVINEh9FYJkGft63EcwmMytiVorLsOxoUAqaIYceDvDg4dHl735Nc5gR+nDjHAfGcbB1QOJ+lPfwlJyIi37ucyZF9zbyZDksuHl13I+jluNPJ/92h8qAA85fKEGV9wUggty5RZpzUKVvWwzY3gW29l0FdXl6Oq666aihSw7TsI7dTJHcSxCPbS73mu0xvJRulITikjESuD6NWllraTQL3vNlJoICOR8RORG8w2NnSoQifJmGC/4jdl2RoexLBlfqR/acyea0meWCUmpFX8ZtFUkXKyy0eApDUXV9d4PYJXzXQM5GPX8mE240kOx7811gQaKXjR/DT7XZrYEfHRyRApPRbW1tDDo14l8zdsaAdEojVwWJuoVEdyk8gv7y8XIP2mZmZWFlZGboOl3LSljEBPQI5j7TrmWyy0tKJ09YqxxJTU1Nx4MCBWFtbi+uuu66+GUnyFwCdm5vbBRI5HqQ/kqHv51d/dDqd+qrZw4cPx9raWr1FyAPNJOmlbLBfeKD8es4tZ/Pz8zExMTF0Ta3sp3ilPVZfHjlypHba9KNtXdrOqBVSOVKSP8sW/5JNt9utt0iRP37nQ3KVY6P6tc1LToXruQIa09PTQ1vaVM7W1lZ9a6qfPdE4U98KR2Zb6rilkpQ9k2w3Njbi8OHDQw445T2K9sT54EAmwCKYcQDhBoBGRw0kqPZ3Io+sMh3rYp4MQHo6pinlzfJl5XGQlxyDLNrpE0B2HsPrckeHlDl/vnTsfCqf1+/9S8CZOWmZM+dpSisgnEg0yfE8Ryb77P9SOwUoXEdHOUOUT8RugO/56NiUynPZej3eVgIJjj+P2GTAgX2Vpc9Ah8gDB74qwUms1E6PDnpZ7rC6HOnccPtFdukFZeTlu3Psdowy57ZKkkdJ2T7WKX4zRz2zkSR3olpqJgJPAZSI3JmVXeF4EpAkuInYGaOdTqe+itRXEEQeEBJA0IpI9t0J6l0pQMNIcbY1hsDUx5jIgwYuC5F0mEDN7ThBpoN88Tc5OVnv51f5tLt0YNRGBkF4DqckYw/EsK+9XewvlcFbfth+b5v6aTDY+aicgKCnGwwGQ2d1BChLzqNkoHnOt+TQOZEecd6kg6r/tdpCJ5bba7J5xYO6TOfzCUEn8QCxg9riWxYF7DUe6DCLT9dpjkHy41sXiRW8jIjhrV/qQzrJDFTxJ8MB1B3uEGG/+eqLy8jtEoOkXJWVg8zxxLNm0s/S9mg6aGorAxYct5pbpec8J6JzT3KqI4ZtUxPtifNBA+JghwaOACPLEzF6y4pTE4AoORZK4/yRyGMGcOlY+HkOKVYGFqS8HMi+N5FtyMBbk5PlqxSUMWXPskryz/4XlUA8ZevyduDm0XyBSE5GjKwrf9P5G9ZFo+KTtwN5N6Z8x77yNo+SUwb0XTfofNGBZD4fTzQwXo7zQZDuaR1QZcBelAFel4GvhpVWYFi/+scjVnxX4jkr259lKzYsT6QJj+l9/GVOg9elScZlwH72elyedH4YQWxpfJL+sA854XIs0YntdLa/IL60tFTrpdIJ7ClKurS0VEf+BPa0t923+ggEatsLnQ9FXGmr9X+v16uBncARnVvfLsUrX72tETu3fJX2oTu4EuDQ4XqBLEaGva36za81C5irb9RGzkF0Zng4WXwrestDwBqTjEJLPnJg2E53FLVlS21QPspE7SRAFI/ae7+wsBAnnHDCEOBlAEJy0+FyHe7lWFebqmrnux08qySS7mgFQ1uTIna2t+ng9OLiYn0eV3wIYHskXsDU9ULA1w83e3RdH87jV+d7vV7dVo5HzfHcgqitX1yllGz4JXHvU3eqVbe2L2ocedSfwQbJQ86B6vP0HAM6cB4xfKGCVhK4XVLblHgept/v1ytHWVCEH4qUTHXInrrgmE6ra+Kb+qVVCuktgyHKr+1ekvfm5mYcOXIkFhcXY25uLhYWFurtYKrv8OHD9Rgch26285FFxNUAUubp08iVwLzycKIvAUK+Vx5f6s74HxVFZDleJp0Td7wycuNOAJk5SG6UVUYWwfKIqhMBVFafO2ysv1Sut73kLFLOjCa4TEtRZXrxmaPj/LozwXqdf9cBAgAvw9uSRYy8DeRVDmXJMXbZZEDXxxGBuj+ns8U0mZycL9djtpv9TBkIqJTOgWQgOuMlc4Kd1B7WR53iYV1NrF6Pgyy3Ya4f2WTkDhqdX/Jesg8uQ6XJ6m0KxLTUTJzgs/mpKR/1gs9LZZTKUzlZeSRGH7N6ObYchLmtyvQ+48sDM24DPVDhAJA8lMrnmPDAYQa+OAaIISQfPmPgodRnLgfmKTn6dArIOzFPaUxmkfKMpyZdyN5Th1i+t8ftBrdPuUPWNL/LjnIVxre1Ej8Qn2UBVLdz0vVM36l3bkOz7dMin6O9XZ7G52DHQ9R3l71At5ebOfdeB+cw8pD1j3SegdomYjmc3zmmmE5zJtvv7XMbpvTjrniIbrbzwb2WDpC8oRzUGVByYCZBu7NRArqlv50Idtkx5MWBJwcY05aizVlepve/M0VqAvaUMw2OgycnDp6srdlAZfqsvVRGj1p7/oidSFq/3x86OOfOqIj6ozpKA4/vmtpPYC9+MoDpk7BvcXDddM+/JE+WzYk0c6jplGftzoC66w7brGVs1uH8ZvrsE3tJ5ylbd8Y8jwCJA39P5xMmyyTAYhqPrPkk5WOIq2WkJode9ZBHjvlSXzHa2aTH7EvuA29pNK2trcX8/HxMTU3V++S51UTXr1ZVNXSGQI4rDxZrzCiyqWinIn+KakaUz36pTOmkg2aBPJXHVQP1Ofver/SlHWIbOp1O3QbqGq/eVRk84K4VAK7idbvd+gpOj77SuRsMdlb/fHysra3VZw/UPt7mJ/uhPeTLy8tDh2UZnafDxNsA1Qc6vKtnPBCutKyX207IM/tIqwi6lplzIyPO6iPJhuckKGuWQXDPrUjKx/lGdobbkiKGbxuSHvBHZcoZcTyjNuiKXm1B5NiRbvsNSxprkpVWqjjWuFq2ublZH/qenJyMfr9f56PDJHmIR/WV4xL2k68YOQ6TfrNdupI2s/dZoFM6XFVV3U+Zg0H5ROx80LKqqvoqb16ewBWPTqdTn/lYXV2NxcXF6HQ69TjUYXGea9P41TPZO803a2tr9RkTjadutzt0UQvtV6/Xi4WFhV3n5zjO9LtpriTdIrddeeSvKQpETy87N6Cy3AN1KkWMMyeHkVIuOXpbRgHuEugTP5kzUWq/SEqTpc0iKFl02vlzWXo7mfdoQBbJnR9vg/PCQUcgVgJjLgv9ljHT/+7AutPgAJr8c+JWee70joqslcp3uWVOn7+XbFSvO8FZfd6nmfPDsckxp3LZH9qSwP3XJUfZHVDWlzng7BO2p2m1suSgS1YeEfPITgm8u61S+5m25DD4mHRHSuSrM/pdsiMMvLDvWxqPBMy1zYRbZ9zRJ2iJiBpU+E0v6l8dfpUO81wJbZ0HOwj0vW7/m5FI8sbIpOuo2q3fmjsJxBxQqy7KjHZF7fLIL4N3eicgzPzUW73jPnzx4mPNb7uKGD587/ab+ckv5wn9aNuc2w+3Nz5vaFsOz1tQxv65AW5hylYAXC7Ou3ggvhFYpuzIe8nmk2cenOZ2X+WX8yvZcfxIF+lEMTJOXVKbJyYmhi4ZkNNH8Cre5FT6nMRyvS53xJhf5HM2nVLphQ7Ls7+8DO83jVHJUWV6gEt8yg5obuWZIfEo3eeW5Kmpqdpp0DMGCdTP5E3pHGuoLvWn5O63YJF32S7O8471btVtVx4h0N9N0cIsuisB+AQdsTvKmQE8bvPIgFwGULxDlHYUAC85HCWgoGf79u0bivBQVm7k5Bj5Fi9SJhef/PjOQSD5lUL6MqYDwUyO/N9BsMvKefDzMpJD5mC6PMlD5mz5ZOIReE+f8Vuqn79dX0qrCiQCS+fHI1tZu8lDNunwb8qcAIZpyItHbtimJqeqBI4zsJ45Xi6LTH5u7LI+cmegxBdlzHSc1Ck730pW0nX2kZdFOWUOlsAAefbVNgGnlpqJe7AjYijyqueySQS6IgF2nZ+IyFeyVLZsts8lvHLTV1MU8SUQ8nEZsaPHXKHhTUBqb7fbHQKrCvAI6KmsjHQWhfXzY2MOLBV9Je9qM8FNRhpH2v8uMMYDueRBMvazAOJbVHLkfKVEQFrgjDypTK1m+XxFoBixvQIiIEnZewDGx7H3tYh2mPor+WcAj3KX/BjNptOmMqRTtGtbW1v1R+ykT3IcBoPB0NmAzDmqqqq+wUnzmB+YVx6NBa4MCRvxLIGcRAJ46YDIr5DmYXse1KYTU1VVLC8v122enp6uV9bIt285Un0q3+dLXw2iHsrW6La0bnf4NjjOE2yrzu3IZnDOpfPm40PtEH+yF9IxnTmTw7W6ujoUSOl0OvU72bHskgz+nV32ktHNdj44wZIIppxBvefviN2Hn7O6Rr0fxUf2jn+zLU2RxhIwzd6rbh24yt5ne/EdNPpE5M6OgyC98+1P7mDoeQbU3PtnRNmdP9ZNeXpEyssm3wR6zhv/l2HLBmpWl4N4lkMqOaF0CJg30y/X48yRk6OnSY6GM2uL8+tAgPx6+9zBy0iyZD9W1fbqlEdvSzxm48wjkpJDNv5dXiwzc8Yy+YjcUWjKl73nCgZ5oqyzqDPL4woHn5fsop930+/MeWxpNPmkTudDE+nW1vYXhefm5oZsrw54Ekxk9+CLGOEW+HPng4BFhz0jduy/bAydUgc97qQQbM7MzAxtm1A9JLelJEXEBSAEdAi+CF4IQrTlTNFy395EIlDVttu5ubno9/v1IWvyyFu2Jicn6y10m5ub9TYQyY79486HnHal0wqG2kY7rfp1cJj8KL8cu4idLVjKKxCbRbPFG3mUrPScgF02RnOdQDLlyVUIRsbVtunp6Vp39Ixzj3iRDqjN+l9jSY6W6pQcyb8c1vX19VhcXKzHnAdbOK7Em97zqt5se5ryydEgfvG5kNvQ6MBsbW3VgF5Xa/PGKo1bbf/jD8cYLzVgwI7jX+2XnVhfX4+VlZWYnp6uvzzOq3alE2rT4uJibGxsxMzMTMzNzQ2lkV7I+eAY5VY/8cygioIf2jp2+PDhIQdEY09znVbEuIJLW6TAyji0Zysf/neTo5CBX+bPIon+PvublE3aDsSziaQUecraTUDi6amg4kHGynnOALDyZ7LIgJAMh+8rzfjNAFDWd1m7XD6jHMKSvNxAjALbpX5zQExeZZh8UtIEUdqTXOqPJsegKS2dALaL4NadrVJ7+H+26tOU33nUc9fTrK+537bktDXJxR2IEgDP2lwaL97erH9cDq6D7sxlW1g0UTPCpfNKtGWZc+T10PHKVsiyZfNRZ05aKhP1QuBIwCyL0HEMMLon8mgv62EfEuAJcHB7Cx0NdzhUj+w/HXgHwqo7Ymf7C+tim/08Q9Y2B08EWRxLBDNcrePKksCQj3MHmtwGo2ccSwJv3l7mYVt9zlBf8r2AHe0gwX82p6pvCZr1zB0X77eSbRapX+XQCYzqGYmrDxmGoiPMIAjlx+vI1Qcle8yxIBvpKydZoEa8ejTfKRtLcpqF47haw7IlI/Y55zfu5vA6er1ezM7O1jhBxBVREW087QlXwBhcUH45J77FjP0t4piS3FU+t+Mrr/pNW7GIhZrwEn/rb64O8wOR3l6RB5QZPBl3rtqTlQ8K0CdrBzreiBKI5//ZYM2eeZleTyniQx4JRkYBrCbw5FHPUQCKRqvEk55n4D1rZwmUlhyNzNnz9yUwRwDI/A6cSv3m5Za2iGV8+KpBxh+JEzKJ4DOTi/NaKt/7q5Sff7tD7n1bqieTRba6lvHLukqrbG7MaJRUH0F5xt+o+vUu4515fMXPx4q3VcQIZHbmw21D1u9ueH1ydIfQiROTryRldRB8ZWdsmuxfS9uk6LGv1CqKy0lXxEi5thRx643Ag5MmYJWvrQwONnS1KcGp/hf40LYKRV4FFiOijqjTMZUu6JAuD5kqnyLWkoU7Gox0064ojQ7Zy/EWD3qvbUc8KKyIrp+LEfDlGQTZmE6nU2+5kdOxuroaa2trQ9tD6Jh4pNXtGg/ub2xsxNraWv2MwJofCFQbuB2sqqr6g4Lioaqquk/ZFukMZcRtl3zH+WhhYSEmJiZieXk5lpaWaj1UsIwRa8mStkDbmVyfpW/SmcXFxRq76VpanckgUFaZ/Ao3Haqtra1YWlqKiKj1nk4Xr871IJfGEz/wp21Whw4dis3NzThw4ED9xXa20Z0rzQe8Olg8qm468JLj7W53u7odah+3rXHMSN/0m+2ko+IfI9V1zJ1OJ+bn54fOlXAVkE48nSnxym/FSKZaFVlcXBxyxtxJEw8ROyuJIo2xbnd7hUwfV+UPdVRy4m/129Gc+diTcBq9HpF7igQQ2cTpDor+LzWkBKjdi3c+szKdxwx0e6TB2+tg0SNazJM5DtlKEN9nbXZ+GHGJ2H0FY0nuXuYoHpoiJCUQmDk9GU9KwwiGOzXjOKPUs8zp9Ekm2/edAeWSY8GJOmI4wu2TYTZACSKaHA6Xp4yFnmXg13U7oywyVEpHYEK9pTHO9FZ/czzRwfbIp8jPSpR0ho4+ic5GUwR1nGCFO7qcOChDBgB8ovQ0TfqsPi2N35bKxPHvfUkAT/BSotKcIl1ln/qNL6W5gO+8Lm8HzyhQBz3A5T8sz/nkCo0DQ8rG+dEz12NP52OIII7tzuogLxk1reCU0rMutd0dScnN+4WykMz81h+XgfcrHWHKgu8zOdBmio8SXiB/lKuvClEn2SclmWd9lKV3nrjy15S/9I7vvT1ZPn/GfJwnlIZbtli30sm+awxSP1xulCnTjGpLJmeuLGnc+7klLysrz9skcvtEJ6OUjvOyt7kk/ybas48MlsBrBuBKRiMDqEzv/3taAle9LwE6dzC8PG+PRym9Xhp4lsE0mSyUjp55xE60NkvvwFk0anuGO1lN8vQ8zj+3M9EguNMWkU9OWZ8qT+kwbVa22k2+IoYPo3m03OumQXZ9GOVkOvCm4S9t4Tlayhwe1XHSSSfF1tZWfPWrX00Nh/cdeRCo9/MRWb0sT6T0nBD1f8Rwf2dnmvh/1k7Wk8mO/LB+J+eb/5fOUwwGu6+67XbL12y7A5I5IZy4fCywbjmoro/eppaaaTAY1IdtNcGKtra2hvbE62NvmuD5MTVFKdfW1uo+VP7ssKj0gZH79fX1mJmZiYWFhYiI2s5xzz3Ho4hgUsGGycnJWFlZqQ+s8mCwopy6mlb71bVaoXoVbOHctbW1VctB+UR0VLTf2x03RWgjcnDLdvCHKwMEQdJ7BVjUP4rOq/xsC0hE1PvZOQbn5+djZmZm17WkApY87N7tdndFwTc3N+uPqUnuqpdAUQEhnmfIzt/Ipuh80fLyckxMTMTS0lIsLi7uuto0YudQMAGpOx3kiWcORFwdEZ9awXCQ6TyLND7m5+eHwLlkSv3LcIfGI7dGqU379++PwWAwFM1X3+t2KIF06qjaJZnQQSD/krvOpHArm3RR9kFXPVNnuXowGAzqA+QRMRR8EJ88E6T0/GigY0XJQzKdmZmJmZmZetWQ/T0/P1+3m7KWnJVetsc/nrixsRFHjhyJwWBQv+PqEseJxrvOuVAvm4JpGd0iZz4cvDllANDT++TaNGnTePi7rByv19+x/gyMZuSRGNZdAjskAUANGAdrDpx9QHvd2eFVLy9ruwNWGiJ/R+Bdco5YpwM354mORwb8veysP+gM+YBmuf53k0ycsuc+8JqAe1N/ZDxnDoTSXn311fXE4vqe/U9iv5XamgHjbHXD9/Q2yThzItxBzHguOYWaaLKgQ0lHRKPGmafPQL/4d/I99tJtB0x0NmTnvF6ncQ38bZkEKrR9yiO/lDvPyknHNzY26q/4kgS0lF9jX4BwampqaAuJvmvBW3DIo+tbtoImPRII1oF1nqvgoWru4eZqq+YGAQzNOZp3dI5JAMt1kQ6ay0Ty1ljk9pcsQut/+xgU0dlRGwTq1I/sV5XJ7yWoHdy+kmEDBpDcJksv1Jfiy1dzGO2nreStQ/qhgyaZVdX2Vi6dEfUVhsFg5/sZdDj042cP2H+qX3qb8eeXFrgj4nMWt60Rx2gsyIkjD3TW6OjTaaGjn21ryq6tznRTQFnE/tUhb66GuYwob/HHa4jVPm3/46oF66Nj6AfpafepI5KBdEqOt9Kov7QNj/qhIIoCJdwGynq1tZRzX+a4y5boC/aUF1cAbzXnQ4JxwOqTeBMAKDkKnjZbmisBS/2v/E2OEMn5LYEYKRL3EbIuJ+XPOsfBUAb2PW1TGdn+/cxJ8XZlfJecG0+Tvc8cpFJ5pb7P+m0UuMwixpncSrrSVH8TSPf2NNU1Luhnuf5sMNh9s0S2CllybLK6M+fH25XlLU3amf45b75qlMmlSW8ZcSylGfW81D/ZGZGSPvN/gcLZ2dno9XqxsrJSjwWfxAmYsjGSraK1NJoUUY4YnhSlLwS+XB3RysHa2lq9cuKrEwL8cmpWVlZifX19yFFhBFQfFdP/us6UwDFiJ+ra6XSG9lHPzMzU9QmU8uxFRAw5HapLICFi5/Yvzl2uV9zawet5SQTRkjOdHb3LnG/VKRDnUWL1C2UrjKG85IltoAM/GOxcCytHcjDYiex6u7e2dq6W1Rhln4tPOnLSI17Pqgg5o8viQQBWB3qpf3KSlEf9p/6Qk+WrVWov5cg9+qLMNtL+kB+Rz93is7SthvM95S9wrv6RrLycEoagY6A+lB7wRjr+Vh9qLEcMj0f9r/M7PCelcSmZzM7ODsmW/eDzkMpyZ4cfC9W5FDnn+i2nSqtdKkvy1HkUOlM+l2msEwMyoBKx/UHPra2tekVRqy908riKL95lj6hbaqtkL7sxDu3ZRwbHAYkR5Um+qVwZSndqPAJbcnYI5kWjQHnGQ5bGVxhI7pBlWymaAH8TQC2BxJKDM45cmhwnf1/qt5IO8LcUm8/H1RMaXsq1tKoyTvtZf5YncwQcgHIy8PceYSqBdJdj5kSWHAga3FGORyYjf85Ik/edb3Pr9Xr15E4evWz/O+OvqW2eLivTZent9hWazEEilbZbenrKXcZ83759ccYZZ0S/34/Pfe5zcfXVV9d9lI0Dtt158Pa0zsho0tYG6m7E8GqXgL/G2vLycr0FZWlpqb7/n6BaB4DprCwuLtYOJoGqdCFbwYjYiTzqXcTOhL60tBTLy8sxOzsb+/fvj06nMxRdZrnciqTrOwW8tELi9pdAXqsW/LgZrxZm5NXPn/B6V4FLER2r1dXVGpjwzIXmcv1obNFmyu6IHzpcqlvEw8PatrO0tDTkELkdq6rtL3pra5Vvw+OqEp0P9bcOifuNlnrHlSB+7Vtt87Mnuv6ZKwPackenSvogJ1nycPI+obOxtbU1dOCcH73zFdqZmZn6cgHav06nUzveugqZAF28Sb/ZLgZknDhGNXZUriLwWt1UPZKNypcN0FfCxe/ExETMz8/Xbet0OvUYosMzPz8fs7OzQ6tRrEd8Sieoh3qnemVfpMs8R6L2UB/0DSDputKwfBFXVulEeADgpptuivX19Tj++ONjbm4upqam6u/70CZIh7UCetNNN8XS0tLQBQ4MFkxMTNTO4Di05184zyZzMpOBQgqHW6ioeKNAQgZiRwHkUYCPzzOBcpuEp3FHSemz8lxOvr3My+QEwvJKwJ/1NTkBEc3nd0p9WqpD5bksSVyaz2SREfeIugNScjzcAaTcPE3mLJG/rPymFSt3TjNw7DIin95WvfctQ6Wyvd5RDqbrA8cno/acvNw5L429zDlQnSXnnLxQnpk++oRIfmVcM0dHaQQUvAznp+QkKH1VVbF///4455xz4qSTToo3vOENccMNNwx9G8CX2SN2H67P2jCucb+tk2+j4DimfClPTeDaOiVQ5/3igS9tayCIpJ3hKsBgsLOqoPnDI5kC+7z2ko6S21W2gyCIoJOOBCObLgsBQ/LlQQ3Wr3wEiS5jlUUnQiCWacUnnRjaGm+DnhFwqbxud+ejj3T+6HypfJHri9pGnMKyRNwDT6eK+ejAHg3R9hLjqD61j7rI9vn85W1jH7HP6JSPwzf7MNM7tUX1sC2+dY66TN0isW+yuZvReY0p5nUdUD1cIRkMdr73wRUi1z/2k89XEVE7hHRKvd1yUjh+uLNGclH/UtZ0lsiT2kNnr9frDa0AZmnVbvKuuhyzez+Pq997+oXzkgNSAj0ZCPH3NKTZu6ycjGgAmc7rzPaAZ6T6ne8sfeYcNAFBj0pkchsFQDgAaZj4LgMzvv2lqV3ethJ493r5v/OTySeb9ByAZjy7/jXxU9JFDVY3LOSHfUS+fcWjSX4lJyQij9ZnZZTa5MbC9dFXjlg+QYOPQxpfNzglJyPjn+AqYndER+UTADk/2XgU7942OpWcWCcmJuKOd7xjXHvttfXhy1JeD1JkZ7YWFxfjU5/6VMzNzdWHVDURkj/ZOOdH5Xi/tTQeKUos/ZXsOQn7gUlFb/v9fh0VnJ+fj263O7Rdwq/anJ2djYWFhRoERAx/HE77rhUdPHToUGxsbAyBVAELPdO2iMFg+7sHeubg0selQEVE1KsjWhnhdZ0EtQJWkpFWKcSLr+w5gOV2NDnwbhfUB1qRUcSdqxFVtXPuRNFVEg9ak/9ut7trS5LO2ogvyleXAFAO7jBQP9hHXLXpdIYvJ9AKlc8HXAVwe54R7ZzSDwY7UXzZy5mZmZoH9a8+GOdfZ2fEXVv2uPJFICp5iGirOK+yrVz91vasbL5XXWrLzMxM7ezrcDS3D1FevhXPtx1qdUr8TUxM1AetvX1aOeKqn1a/2O6VlZVYWVmJqampeguWeOKlEdJXORBra2v1h6U1n6gejpOVlZV65Y0BCp4BYvBCNsE/Fuj4Uu3vdrv1QfWqquoPqna73bpu5dV2P63kSp7qOwVYaAOoOxrj49CerHwQvGROAZU1i+IyXwZcm5wXB4b0cB0UR+yOdGVOD+tkvQQHWoLMbrDIgHQT+FQ+j+Q08ZTVUQL3o5w/B8AlZ64kq6zsjC/u29Q7Rru9vKwuj8Z4GoJNjwTw72wvv6cTHyWQG5F/pT0rx+VUcrQJTPW/jxfnKXM4MnCstM6XA1zVwf2mXifrctmWnErXVz4r6a6I0X/93+SwlvKV9FcG9Lrrrqu/ukzH0p1Yr8fH7+bmZtx4443xL//yL9Hr9eotNL5qx3Zkqx0lap2Q0cQ+oQ0XcaIXcVUgYvj7LCyHUWKly1Y99Lc75wIXBHMCaz5ncXsO0zOfePf2swy2IyPqpOtfKfrt4ysr09OonaN0XG0qbTEkQBdlEVmVk/WB8ngZTO/jvDQ3E5R6mQKCopLcxpnj2U7Wx+fZvMj3/twDOxo7pSDIKGK5rNt1zPWa+X2lyVeKswi7HAGVz2h+pkdK5/Op2ql83Gro84sCCxHDl4zox89E+aoS5SNeszGYyZf/O37I0lNvxDvnIDp+Pkcx4ED5c94bx7EW3WznwyO/YoJUmqz5uzToMhDXBMw1iWed4zwrfclwZgAoAwoZGG5yppreZ8ucTQ4FgUwGBrN2UFEzQ5U5fyyDPNI4SEZNE5GXm0WwVQf/90nU37FfsrRsRwZ4MwDv752aDH3J8VB7XQbKN069bIc7tg5Y3BhQ3qW+j9iO1Mm5FpiOKH+/hJNFafyzfLaL9sONn/PM9nsgw2XsstL77Cpn8bi8vLwLjJJfBwAlWWt/7o033ljn45WXPhnQjvLgn961zsbR08rKSszOzg7tTxZQUMRQe6q1tYArfZ3O9hmLQ4cORa/Xi4WFhTrqWLoOXJSBC36gbG5urj6ErnMJWg3QbUp0gGZnZ+sIt7b4SC8IaDIeSNzmIRLQWVtbqx3vqamp6Pf7u24iKrWdVw7zGtyIYTvR7Xbrq265usEP2+lwPYGv5mvWo/YoYqz95tPT03VUXPXwELAfjheJvwz40iHUR+80lul4ajVFpHe0aYpm+21cjCBzLhKg9rNHTgK+PNgvu9TpdIbqY9ncnqUIvuZS/cj+qEydZWL/am7g19P9C94aa+pr9afa7Csseqdb41QPz75oJU2re7wx0+dW7+9+v1/XqxU36olWHbgiQoC/trYWKysrQ9/b4s1eJedJ50c01hxDUc6SI7dP0aHR2SZeOMFAr/RWK0C6TMN5oq5NTU3Fvn37hvRK7ZHOcOWJK2jjOKcRe+B8ZJ4tFaiJkSwqOsrRyEBZ5q05+JZwRu2T5zsN3FIeLVlRcTIQ2xQxdTmoPHq+HsXmxOYeOxWBkYbMyXNg4/w5yNW7LIIwLjgq9Sffc+LS/5nxKJWbtYNluW5wgFJmnib7O0vjTg/TZe84cF0mdFYc+MowMp87FxG7t+4R6BIgEXhp+ZVjueS0Z05O5nDwHdvDNikqyja68XYHy22HjwkBNB6gVTrKkXnozBLY+VYF70fy7PVxHz3b6OR7k1s6NpK8CaQi8u1zpSijDpN3Op36i92jbB1tlvefeJqamhr6WV5erlfRuW0kYuc2JDlD4l2AmltUPFJNvRVlQRnZXAEZAXhGjGUHXK8FBgXGMudE45DjkbwLNPLgM1eVfTswnXidHfHzg4okiz/VQ6eO9bg9pLzUXl29zO0y3NoiXVJ63gYk+6k6eauR5O9znc9N0j93Dqh3PCxOx0Htk/zkCFBX6bApfwYstX2IeqqtZdnZS2IaAmTVy7bQ+VD5csrlvNIBcd5UNut2Uj10QOlE0RlUOscYg8GgvmKXW/50fS/11cccv/PBc13UBclZPGkOo6yob+KHeqJ+VqCjqqrahmRYkPrmV4yrv7T91AM1kvWt5nyI8YgdAXvUWs8k4CYwqHxZpNHTqIwSOBERbHFioKKzzBIgFsjigFbZNFqldik9+c4cNDoP+p91c0JVupLz4kDWV1YI4BhJbuoPl03WRpeR+p795ZQ5O963BLruOGT8ZZFlytSBa+ZYOb8lx9fBuDuMLF/t1ISpvFkfuLOTRRq8/zInKdNJd6ylN9pj7suyGU+cCBk1dF75d4nc8dCzJuevNNaURtFHB0WUE8dv5vzxf/9NsEfb4ga+SQZ0gLLxT3s1SoYtbZMAtMCLJmaBlsFg54YZTcjZfmWtOghwDgaDoW95RER6w5AAi8aEVgU4vsWDVmRo38gLP34nHV1dXa2dF45fgpgMBFMmrts6g5GNe6an7SVoUVRWYEn8EFTTdpXOrTBfpu+0M9l86wGR0phxAOq21bfLRMRQBN7nM2IgzQ3Z6jOdCLWR41466rdXefDEDySrbPVJVe1cBew8dLvD33Jx+0cAS9zh7aO94yoN7Tf500oV9dExZGY7fTwpfa/Xi7m5uYjYWZnJggQ8nJ/Nx+xztUfOpc/Lksnk5GTMzc3tOsunMrW6x7Nk1Dd3ULSi4atz4pOOpW/x63a7tWypX3K8uTrEFS86pT5+5dA4LiKu0hyrVahxaU+cjyzK6WCh09leytGXVyPyg6XsDH9eqiNi+HCpp+Wg5tYGvsvaoHKbnBlXuFHAgErjZXp+1e0OEvlm/gyQunOTAcEM0GWAvQnk0dg7eNLfPkl4WfyfE2CpPuqK2uPOFfuZ7aRx8va5LmQ6wHZk4LQEMLP69LfLwPmTUdE44oROWTMfnWbfLsc0TjQiLDvbFug6q3cypnSaHfAzj8aw/qZTkPFO/h2okwTUKEO2JbMHBFyut65X7mz5WGTAQRO0y4Q2oSng4pNvS2XSV4XleOgAJa9UXV1djdXV1VheXh6ytwJVOrBK50Ef9YrYmaw9eKHbr2hn6KwQXAng6EvqtFHSLW3nEQhWxLWqtg+QEgCyDOqfosXaaqZtXiI56QIoETvgSI6Fg1uf57WC4Y6fZMMAVBPQFA/ZO9UnnrNgZ8SwY0Fwz/wcSz4vczueVmR4Da+i3eKRtk/95MBVQE02ze2d8msbj64JVvn+27dxys6z/+nIML34k/3jjUwRUTu2zEe5+xmWpaWl+tC7rm4V4JUO9Ho7XyFn+9kX6nva1m53Z3sSHUF3PrgyKAyhg+1+S1QGqBkc129tkVxfX6+/kSF9omOhOZNjwr+LotUugne952UWuj5a+iMdy86PuK5JLkoj+7G0tBRbWzsfFJQe8SOefgnAYDCoVzOlB/1+vz54rx/xoNWpcWjPVj7c+Om5fldVVStixO671ktGieXob03W8sxYZgbmJNgmMM//HWio85va6ECMPDvQp7GgkXAQouce8WS6LI/Xz3ayXPLsIDQDN97PJceGfGV94vL1fOSTgMt1JwNpmfOWtSNrQ5MzwmfUPRpVn+Dc4comRwfZ5NHbw/qV38kjOtl7LzNzrktyzBwN8pXpkgcEsj7lc1LmZHuZNLiu0yqX44j10jHIHFg9d75L26/4P39TN0q6XwoGuPOSBR9a2k3qy4idbxlkeszxLP3gHOHpBQAEaJRfAIAObcSwjXfdkl4QzPF62Gw7I4GjO7HUs0wvHShnIJxjxJ+Vgisqk7bJ7SHJyyFfJRvqxKCD80QZUP60+060CYwER+wEqzgexQPlQ3lS1+S8OY8Cu9zGkvE2KuBQekeQyzY68BVYV1u9PmEg5mPbM9zDsiJ2DoMzncYK52Q9y/RAQNfHscuVjllJRhxbbBediMxeuH3m/MP5mXJvwrW++qe28uY7yYV4lHVqLHDeV3q+j4ih7VuuyyX9ZT2ZLDk+s7Ga0Z6tfGQgiwrvILpk2Gkc3Oi4o9AEorK9m5y4xxWQvPASgGSUKjsbwnQOWLwDM1DhUTCVke3Zz/JRjnQIWCcjBXrGNFTKbGWJSl8asASlvoTJQUqD4IC8qQ8yJyH7m/lH9RnbSJlqkmW96oPMifb+8EFOuWYOkZ4pjSJh5K9Ur0dCXFYEGRx7Xk7mtGTP2FbXQbbXx2A26TpId8eCACcDRSW74hNlNn5cLuSNYyBzINzB8VUSlp0BzIjhfiN/LseWyqQzBIrgRuzYc99vrfFM8Ct94ReFO53tKzSXlpZiYmIiDhw4sMvOyA4ogplFfT04oAjqYDCIxcXFuixGaweDnes1+/1+fTBb5akurpjoPc+RkB+V60R76WOBOql9/4rUaj8+t454EEDPaAN4kF7bRLQliPJXH7KvZP+y+gTssyt6swAg+6KqqiFefBsX7Ruj2SqbAJ3X/mqbnKL7WpXrdrcPBSvCz7MDdDrJq+ryIIn3Ya/Xq1elut2dr6x7f3a7w9F6pdeXwGnTfKuhr/J1uzvnBhQRJ2ZRf+njiZSZ9IMXHkhu+hL92tpazYNWARXVZz3Ub/Zhp9MZ+lCnZKcVOvVXdjaGQJ6XBug35wzqOq935tZNX4HUqqnarFUHbsPSB0TFM+cSrnBJNxgooePL8a1+4IohVz2yAIH6m7/HoZvtfAwGg6EbDSJ2HwjVMwHPDLQ40MwikqRskve8BMVURvKoNlBR/BnTsS0ZKM9ApwalgyQHNW40mshBbMmZacqrZXje0EG5uwz8f/e0mwAk/3eQq0HW6/WGvoI7qv0ZlZxD8UeZuy54+zhJRAzrKI2il5fppTuANOIsO3OSJCf9ziJOIm8TIx/kNXMmKavMqVCabJXH86hfS3u6vSy2x3+7w6u0o8rwen180vDqfzonLI9/u+PjfLlTlDkM/rdPAk1Ucvpa2k2ceCN2nA8fq7xWOovuuU7pmwI8nOtjS+CRZWqu9C0gHJsighyS8vlc6lsyWE7E8EoBdTIb/yWSrlIe5FGOHLevsF2Ue6ldtGEMvOidjzsGTry9HiH2trhTpXplU9RPbCsDTt4ely9J8qedEdAl73rnPGXkfKmekoxF0jevlwERysyDIdk4yeY9Bk0J3r0PxY+3g1iFZamP/HyGZOo6oTo4puigU1c5vjxIQHDv/cI2kigrykw/vkJDOdCppKx9nnI8QaxBZ8xl6vnppDg12SPq8ri0Z184F5Uitx5dcKBHECZjw3JYljs3BANuYEoCVp2ZwS9N7N4utjkjDRSW6Q5ZVgfzO7D1tmUKSMV1J0dXy8mrd8M6NTVVR9dGORI+YJrSul6ovoidKAm9a06OaoMDdC8360saMi5Xsix3SkRTU1OxsLAQ11577ZA+0ig5OI3I9Up1Kh2NlyIXTTolvfFlbJZLIM7x4GMkA7lucEuTnUdL6UD6pJLJlEGDJgNK3c62ONEJY5tK5I6MO84O/nyS4N/e3w5kvU7Xe/Hr57+aAgh0TlrHYzzinuVsjsiAqUcaI8rbG3nIlHvn+TMYDIa2Tsju+tZJOTQijQ3dPsVtWRrTq6urQ44VI+VqkyKZ+t/PXXDFR2XJQXNnxYEPP7CmeriNyOd8Akjxoki1or0+LtVefyYnLhs/zqdWuHx8OtglsJZs9aO98LrtSm2UHHSWR+WqLSpXgT7KQ3XzQ4tuK9T+qto5u+F66P3j73S2qdvt1ueX1Ga/epdyc7tOedCWevDZSX1Aecsu0ha6wyp94Qf0HOzrnFTEzrYu5XV580pqtUF6qksfNAak0/pxPZM+uNOkvFVV1efJ3JH04KE7sxxDCnwSF3GO1810vIZXJH6IGbrd7tCKicrU+JX942rwzMxMXZ/PkVqV5LkQv266RHvyhXMpTxMAdW/W83lUUmmzvDSmXmcJkDtIZV6WmUVQPKrljlUW2fH/SzIqgfLM+XJZetTc5UUDoXJ5UwcnGaXR8mVTG/Wc/cK+yeRAeWay4n5Y1sn+8yVTglvfXkT58H93XFmf6w6Nh3gQZZEBliVy0Kl62Cc+oPme7aXRyRxTB/PkyR0Olyfb1NSPLIN66E5zFhjQO1LWz1m9zMvympxzf+bOVsnBchDgsmC5lKdIDhx10idw8u5jv9T2kpPTUk6ckBmMEXlQTJO5rxqw/7X1gSCa/aky3fGfmpqqv3gcEUOHPDud4WuZCRbYlogdECKnirzqncYjAR/bqe1oJIJNlU8gQ7lQ5+UcMShB50tEIMR5ViBufn6+PtCterNxp3ErgOTkAQu1yb+WzrLkmNDh1DYyfodEbeUNUYPBziF76YpWxLiaFhH1l8d1Van6xkGxOwG0Q25nHcPwnfprcXExNjc36+tW6eBlwTcP+FJmrIdYLpuvWJbArN55wMh1l6scKkdjh7bfgzOcy7naqbLIr3SNQF/9Rvmpz31ecP0Wr/q9tLRU461MtuRbfPp7vx3PMYrG1fT09JD+knfaCK4UaYxqXEoushv6W1df67C8cBF11Q/Lj0N78pFBCUHEyFLmWDjwz7xaUgngZ06Dg79scBJoEoQ5gHBlcD6Y1wcT0zpQyoh80xA0KS3l4RNgltd59zo88uoGzfNmPDWBUHeoHJwybeYg8r07D0265QaqdADa+5DRCpefp9UzpdN+Thk5EqM95E0G2sGtO8XkVeURXBGkOmB2R8XlnxlC71M946RFRz1i+BpKdwjd8XKQkY0TGmn+TdnR2c70gWVT/qVghju0Pj7YnmySzpwfd0C8XvaD18t+yhyUloaJAQ3pDJ0CJ27jiNithwQkrMOBj/4X2FQ6PVNdBI/OEyOp4qv0TryKt6mpqfpwPQMEarvGiZ7RvhAs6TwH07Es6qeuAs4cY25VUV61R/LQeMz6Sed2tK2MdXDFKQtu0a7KwciIMvEgBUnykIz0m4DZbZrGr8+ZtPcl7EHnhPVxFZ+8eh/QuWJQi46A2xU6biUSX2qTt1uyEhClwy7byO/wqA9VNm8SUx/IYSboFalubd/WGGAf0qn3Mc6PCFIu4sUDn03YjjZEMmLwQG3mBRPuSPl8TZ54Be7m5maNNapqZ5ugZMkVDsqh1+vVt7bx9jBdOy5HQ32rsSNniGfo1H7fkjaKbrbz4d6fGpcBIBKBuw/KDOQTsLI+1pOBTgJcvSsBCH9fAi58RkA9jiOVlUXAzXpddln54tXbT1ll8s3aR3DE/z2Ng83MoeC70vuSDN2Jc5lRd7ydXrbLwnUx480dHJXrID37LRlNT0/XB0dpzGm0XLeyiS7TP1EGXDO5luSetYcTtgPq7G/mozx9S1GmSwQzyts0BnzlqiQXEtOXZOWTf/aOExf7tCn66rIRPzovoDSjJnvX9yZQ0NIOrays1BM8t0pqPuG2ITkK0lF94ZvnKKSf+tnc3Nz1oVnqEQ/b6oC7vhlCvYqIoYih7ES/369XA+QUMBpMINXpdGJ2drYGFtJX6qADEUX3VRa3duiqXG1H4ZkL7lGX7mpbjw7KkjgfCDStra1Fv9+Pffv2Ra/XS78lQAdlZmam/po0267tNT5PeH8IYGWOp+QjMMeoudNgMKi/pK502qoiebvzIVuYORCKWKt/eYaITiznIK6+cKcC+1J60ulsfzGeXyPPMJDbQKUtBa/8ml1G0CVjyaqqdr7m7o7TYDCoHQY6ljxvqecZriFW4W/V586i9JyOjvRWANu/4yJHRmWprQT5Sr+1tTWky/quh+Sv8cSVBq3ocIubBxu4EtTpbF9GcPjw4ZoX9Ym2qNGZFt+S44EDB+rr+tfW1obsxNLSUqyvr9erZNy+tri4GOvr6zEzM1NvxWKwQvLNAjsZ3SJX7TrYlVcrxSuBLEYjaZiZJys/A6ijAK6nZz2+Hz8DN+7huzPhA6Q0uDPA5RFXd7xKzom/ozHKHBcv19O4Y0FArv/pQFIuPpGwzkym7rRocJZ0QyCh5EBl/cK28lmmk57f//YVL6apqiqOHDmyK0LmTkrWH+KFesR2ujxImWMlmTQ5IU2Os6fP5KQ61D7K053ZJj69jZ6W7SHAZ7qSg8X2ZHVm45S6zXY4+HPZuFMnoj64A0dZkWfpAp25cSNLLW2T66/rER3tzNZzvA4GO2c4OFfQcfegBPmgjVN+t53kjc4C07ie8J3yMcrs8wFBMuvlOHK9dPvv4IvpOaZEbIdvNaIMMzCd2R2lY9SXvGt+yraxeVDA5cN07vBl9iHb7u02gP+zviyP2z3KifM5V0k4L7EOluk6QJ58jqQOu95lc4rrEuXmss100H/YfsrExxbTe/skV/4m+Rzp7aPOU060HWwvdZ5zOcnHtvIQ81AnXJbuAHKuFJ8ca5QHz41lesh2izhncpVEz5rwaBPt+VW7ZJbEjmzKw0Y3OQElUOj1uxDdkWE6dxB8kJOfLKqfDQAOmgzUucFWu10Jvc18l4FnN4SZfL0O9gllSaX3geQrX3QcvFynzGlzoC65l8CzK39WB9Nm5XgUL5M9y5iamhra16g20xBRVlm7fJKXIdN776/SIM8Mm+qhM8R3Pg68DsqE/LsxF5+cDDi2XB7KQ+PLfs7GeWlMuewzHXPg42XwwLDLLAtuZA6nB0scOLDtXn9TGc6/OywtjSZNtrJLilgroqePbiky6U4lD35W1c7KgT4Apz3OAuE8rM2xQT3X9qHl5eVdEVBFXzXWBoPhj7RlDoP/joj68Ke2nyhCzzMgnof/c9UkIuqxor3f5E3nIMS7eOWKBA8SV9V2FFwfKXNbwGuQ5+fn6z5ZX18fiihrLOnjkBMTEzEzMzNkH9SvJZDvwb5eb/gAM0kfrNQKVaezszVIsuW2lCzQ6PaOOiae+dFK18cMGMte6LpW2g5u2XNcI13gNcSKcPv5C6XnvCR50SbxTI90YP/+/bucL5XBbVT6TRurflW9ap/PcSQ6O0qn1RfO0WqTX+KgMaoyImLX1dyqe2tra2h7knjjOOt0OrXtofOysbFR61Gmo+KJ35npdLZXPHRpxfz8/FBbtboh3oRBuNVT5A675C3bxhU4rW7oOfmSHlLeoy4gEO3JgfOSU+CAfXp6ujamDqZ8ZaLJmSEwy4B3k1PjW6yUxoEw0/rE796vnh133HHR7/fjmmuuGfJAM1ClejOA6ukzB4tt9H32WXTX82SA08kB86h0DnalA5nzQhlm8nHAlxF1hXLwNvkkV3IC/SxICczSMCudl12SK4En5VLSk6xMjyY5aBVl0TgHHxnfpKwdzEcqObk+YagM9os7O7564nW47Ec5odQ7TYzuMHl7PSLokTeWW1o9Y3qCsyyvl0E+ybvAdEvNRB3hNhZuTdJ7fv8hYidKz9/8kc7yJ7P5KitiOJglG0L98siplysqOQ0iOUr8nwDBbaoHBDMSbyqLeWhXuHWLQIskZ4iBCMqde+AlLzowlKl/kNGdPcomc+qdL6XLMAW3FFGGbjtpt9jnHoAp8UGZ82/PR/llNoF97mX5ahD1UPKkTWV7aZ+zeZb8+S1ozh/tv9taOloRO7dZZSvA3haSB+LciVObyAPLoE5mdbncyKPqJEYTKWBBsM65UnnJl8Y2nRZ3XlWOytAPt3jyPfPzsLnz3u1uO6gczy6TcfRatKcrH25EydxgMKg/TZ+BqybQ5qCZRpKKVQJ8DsLpGLHuDPBr4LAcEZVfSqEObnIeGGnxcjID6/yT6OBJgbhnNMvvjpM/y5wkpcn6hml8AssmTY+AUGZOmbNYqpsTO//PwLKX6dsffFDREHDiFf+UG8GGA1bx4Ss6JdAsoo47mCcYKAF9/XYgk8mV+Uvgm21jhIzlZbyInF+vy+VHcseBY9TrUpudP3c8vIyMOOk2ObMOYtzZUxuYhvzquYO8lo6OdLMPx2mns33jnyLCEcO2WzrIW5f82xwau51OJ+bm5mobwzMKAizKp0mdH5rTc986I3AwPT1dl6V94cojvZHjJBJ/3K8tGaiNpXkyYsfO8MN+KkMRUOk0vxgv/jgXSU5qM+dTncfRigmjzbw6OHNcCJ75vSVFe/0aVK0AERjxQ3qqg06U23/xUlVV/ZG7kr2mg8u5wG2hXyYwGAyGruil46W2cxVLeSKiPh9E2fOa5ezSE9pcyYky4E9mowiIWU62pU7vffVBbeCqDXWF7fd5SP9zpwXtqX7Pzs7WMhgMBvVHRx1YOxYVccVDfLIPnB9eDSx+JH+dAclu1dJ5EDrUIj3TTVPSab3j6qzsksafsGBTMFTjVw4NHVe1Q/ovHikrrba67JpoTz4y6NseMqDnDWd0yMF5E7lHrvIzyp67AnuUKkvnfGqw+aRx+PDh+r3yeISA7x28NP0dMfwNBoIcB9lKy3a6odQEtbS0NFSeOyxuiDPHpOSs8G8CqUzGHvXNnE391j3rnGQyx4L1si+8fBpB3kqROckZZREnT+9pMqBbOifDv7P+idi96pBFf7JIuvdJyXn08a1nbvjJF50TRiWzKFUWbcwcj0xO5IF64E5hyRFssiPM404e6+AElOmxjy1vmzt8lJFHqVpHZDzSth+/IYlf7I0YHjsEddxqIeCkdxHbfaYvP2vyFajQVovBYPc2rYgdkM0tO0rPfP1+v972wTzSA4JMXpvuqzsCIXTG3JZwXPOQL2/XidhxAAie/cC4gJC+MRERtUNEHZZTwBudVB8PszJS3e3ufJdAY0L1VdXOFiS1X7dlkdhP/PYKZUc5SbaTk5O1gzCO8yESHypPc57aTceVNkX9pjLofEiOcgTFs9rOs0kk2j5G+h27+BzjbeTfdDL86mX1IZ0iEsF2FsASqPWdAmqjfkcMn6Vimqqq6q2O3W53yEHgigrrcdra2vmqO7eD0T5njiOdAtXt+kFQzy1ZkhW/oaErtol9fPtnv9+PqampOuBPB4iOheZCtavkfIgHt5m0qaurq7uu9m2iPfvIoE/cGdDzdA5S6Uk5+BT5xF4CiD5JS6n8jEKTN+h8Oph0YCz+GO2ksXUwmYF0/k2Z0GA5AHKeCPYYGaZsZHQZ8c1WeDJH0vnVwPU6vJ2ZE8V2krJ6NBhmZ2eHJmROQll57jR5nzNKR0NHsO5bCFlf5myILxpzl4fS+Aqc91dpBWBqaipOXF6Off9xZR71juTA1tPxf49w6f9DExPx1cTJc+eWgJ5AiOV6HfPz8/UB/cxxEmUBAhp/1efOhafX3yS2Q/1OW+ETUhPwYDs4ibrs+Swid6o8+qjy2m1Xo0k35fAa2Ij8AKpAr2TOG5QI3J1oE3i+RH3V7XaHALjInQIBG+aTLtG2cLXGHXbu42bUk+SOheTEdnBlgeSBAs51nG+Ullf/Rux8L0HOlcAUAbDGLHVdxDqVXnMZeRQQJ4hiP7MtKlfvOOZkL6gPBMC+3VlOEetjgNBJeRTF9uANMYTScSWL4I88e33sG7fXvk2OZXigiO3Re8qd8mzCVb7dMEvHdlBOKj+bJ6hztMPCYAwiuNOg39JlEoG23vEWPTpOap/GhZyHhYWFug7prDtcftUv5U3HQbdvMXDB3TSyQXJUNjY2hpw+H6OyGZQ3AyW6qcud1ojheehoHI+IPT7zQeNDBfSJ3POTHHBnoDwbYF4Gy6djkOVpqkN/65BxFi2loSLY8ImIxpVtlYycRw4uz+/1eR4ax6ytmphKMnT+3FnKnKDM6NJJE7GNmWPCNmayOHTo0K5+aCIaBvKZgVk6Y153xps7EhnI1qTlfce6RJnRdjCrek5eXY2LPve5mC2sEOwlLXc68di73S2+aocEPVLvjhonR7aPfbC4uLgLqJccNBH1RXlIHkHTs5KTK5Juuo5mzl9TICTjJQM8nAiy7WQEgYyktTSalpaW6iCFrmuN2JkwCQB0RSyBjvY3Ly0tRcTOfmjpuwB0xM63NRTA0LOIqK+I1dexCZz4tWEFPnSw0+2LIpRypvRe161q3ExPT8fMzEwMBttbnfVM/Clyqm1pugpYMvKIvGQkoOIHmCNiV1Rf6TkOufKxurpa8xexe0unbxtiZNjxBm1Qt9ut+9nHnc/ZWcCEKzAE+AKuSsuxKDlyew7rVH3cLieehS18F4XyERjycLM7XJwrvX08d6F8XC2TM0pb6rZKzyQHvxqaOloKNks/XNbeDvHiGIzAlriBZUiWWbv8AgTqDXnxtnvAOiKGLlhgORpfW1tb9fau6enpmJ+fj6qqhsY7nTDJVt/s0EobHUbpgvSA40nzLlcNq6qqP2w6MzNTf91eY0/XiWv1sqqq2nFfXl6Ow4cPx/T0dJx44onR6/Vqe8r53beW8tko2pNtV1S+UmSRzwgCHLDpWemcher0/11RHdhn5WXgMyuTSplFsvWbbWGUhOVlA1ODtgRe/X8HVFlejwL7M5VXAk1My9+UB0G15z1amdNB1PNMl0og040nDbjyZ4OCIFZGtalOdyS4f5X1OhjPnFa21XXLn/FvRTvml5djtqri+aecEpf9R+TMHdYSebRGvHo0KSLiLmtr8dIvfzmO29qqnQ9fXWuqm/riupBtt9OStMqUHmXOMJf3M9mxb7wM16/MOSBfEfkFCB58yMaEysz48Hfiifu/I2II9GX91NIwEYCJCGQjhp1bD9y405nZy6YxlulVKVosHfIthO5sUqcJwLKgBctVXoGMkkPN9lNe3obsmbeLY8b7wdve9DfHBsG80mTt4PumuvW/5M70bs9os9U+Oj0Z73zvdXr5aqe3z+vI8nKec11wHWB+6Rxl6TwT43lb3bHL7BL7yNP5fO+Yw+vM5skSZTKnnDO+Mt69bsqHsvH5PJsDJU+Xgfd7RnRYR/FLGXBFl+lkX2hj1DY6ac4/5c85VM/GXZXfk5WPEnESJiDIAKSeeZ6I/CyErx5QSRi19P9L/JF88FbVzoEclUkeCJL8+TjR+WzicJBLeTBPFqVg27MBRgCk384jtx2xLc5HCdhRQb0+b2epvMxBLQH40iTkEXQaHeoUDUCWj3LzerhtyiPx6kfK2mXIMrI+cb69jMv7/fjMf1wFyXZkwD5zMDgmva0OUjLQnPUr9SAbj57fy8wAHg2j8riucL90RiyL8vZ2s62uExwXyiMAwxWaTF9YZgau1EZ9cZfRczrP7bar0TQ/P19H1nk4dGVlJTY3N2N2drb+6J+2RfktUZ3OzmFoj5j2er16JYPbFDTR6zxDxHZEdn19PZaWluq8SqNrZ6U/ulaWkWW/01+gx+2BytaPVjtWVlbqDwEq3/r6+tB+ea5sKHKqFRgGBCQb8ZbZJMmDKywEJnKsPfqdkeTOssTX+vr6UJ9RLhnY8nI7nU5dpqL6Kkek9ityrvbykHzJYZBTk41x54/PaOMke9ZDh4G8Z32haHZVVfXHCeWEsl89nx9qp4xp06TnGVBle7w+37LIut0eU09ZlmNKfjhUZbkDz7JIKsd1nNspXddYh38okvOA+lOHyrvdbq1PGmv8qrt4Vj5tUdQlFKyXK1rSEW2Vmpubq3llYHUw2F59XFxcrPWh09ne0s4D8OJRP741Wrwrnz5cOA7t2UcGMwBSAgCiDGBlwNMV0gFoxA548zr9fw4wBz4ONlRn6XxC5gw479zzybqz9OPIi3n4f6ktfO5OCikD+Bpwvm9V5ZScN8qFgKxJhpwUs3Z4++mEkg+PjGSyywytytF7evYZL97eUuQxYjRQZN6sLW4MM+eYhp/RDr1z54J5m545SHbHzyNkekf+WSb7tyRLpScfHPtMN45z77bBgx1yDun4MRJKm8QtO6WAhvjP5JFtrfJ2aHLURKOv0GrFqxRMaWmYJEdeo6tJ2Fc49b8fnPaJ3vWN30ugnaN+8258ntmQk6ky9A0QARTxKwAqgEd+SA5gCVzlcFHfBQA7nc7QfvPBYFDLwaPFmb13+yM+KeNOpzN0YFXt4c1IKov1eNBG45LbozJ+WJ7bN7fXLMu3iNPeqR1ZwMx/MxjqbWsau1lZ3lYPzNDms12uB5KFBy59myydY/3NwAvLp55zTsjaxfnCeXCnirJyOfrcREdG+aQnDCwyf0lvsmAaVw2yubzkgHuZ2Zimg8H2cN7m3KTyOZ9xzCi9ttVJd+QceSBMQXXiH+orHQ8+47Z68hXxNdp25UyIeHA3Ynf0050Qz0MgTcXNPHIHDHyWORGZU+DK445QkxOgevydR44yOSmtR4NGgXwCqWyAu4Pm5XokoxTBlWy8fW4U3dnxvmUa/9vLLTlq4p2GifuBS0DYgS8NXkm+rp8EGe7cZQ4cKTNsNFzMz8gOKQMB5EH7QsWrxqgbcZZF+bDObCIhNR0SJ49Nei+i0XOHoWQ73Hlk32STgfel5DUxMRFLS0tRVcMfXnLjWiqLK1dZwIF6kwUBnCeWQaM+KkDR0g4JhPg1q7zuMmJ425Lfux8R9RmLiGHnkucvCNhUJj8QqGcqm6siWoHQpC2dFGW2VI7M5ORkzM3NDY2Vzc3NOHz4cH3rjYAO20150M6IV56bcJ0VkPJvAkhWVbW9qiJgo33iHI8e/aYdUl2MOLsDSHtJPtR+jquqqnZFfcWDymQ7XBaSg/jzK1Y532aBITlxBOtyAujg0bawj3x+dSeTdpPtcjkSiNOOqE20Xw7EM4xHp95tnfPqzgTz+LYvypZlsG7qDJ9lc4s7ipn9dXLdjNgdwNQzxxhsG7GZdJH60+l06o93Sk8z7DIzMzN0o1nE8BfOtaKla8Q5poWNMqdAPKm9Og/S7XZj37599WqGdHZ6erpeARoMBkPXiutmrVvttitGCEsrBBG7O8tBawZAHUiXQAvzOFBVNMCdCL+ukB6d6iVYKHnFXp/Xw+cuNwJXL9OdGL7LtvY0yc3rFHn9bKeX6/2ltFnflJbn+b87GDSkTXqUEQ2bysiMIttCuZYc4az9dHgyp8DzldrgE5y/J2/e516vAwSfFNQfMkiZU+QgiUaQfeljpGls+lh3B1DEtmVOjKcv2RAvi3L28iQLgT4uh2eBi8wmuBwoS5HbNAYjSK6LMvAy6OyPLODTUk7ZeYN+v1+vAjC6p3cOTniokjqs7UkR29sbCAYUafTAFFc5WL7bcL8a1kk6OzExUR8SF/BfW1uLxcXFIcdDctBVsQ7IxbOIW6Wkb7RZtKEqV5FUOWW6jZB2ROCLW05ob7RaJb4FnLjiSNIKr5xM8UvA723VeCWQU//4eCXJ9vt2JJXp4JP8eh90Op16yxjtMW24bsAiqHeHxHklf0zLvnRdcxsqvCQnLgPszEdbRtmOkieBb5OzU3I+XDcZAMgck4y8PsdH0nfJIZtfSORBcqQcNPY4PvRMwD/rHwXWsoCY+lvjTtsdfbt3tkrBcsXDxsZGTExMxIEDB4Zu6pubmxvathexc9GE6uWzUXSznY/MUxVloKTkofrk6948y8uAZVaeFEDllUAb8xAcOQDMBql71a68JR45MDKjJbCov5nGD/tmYNm3OpXASqktjCJTgR2MZUBN5dK58zaXnFOCOpapSSgDsw40WY9HUEpgUG1Qu7lsmxkv1xO12w+yuhGlY5bJxvuCYD/rJ+WlbroxJ9CWsVIUhQaJwEIfM2LZKl9tcf0r9a2P7cwJ5t8uJ9dRn+zoNPgY9FVXB0OMbjHix3pZFuvlREFQI6KTpHZ7HSLeYkPwpIiVAFhmZ1vKieOTAJd21G0vAYb62AEv9ZhRS4EJfrvCwYKI50M8Upg5TL5NTPvDJycnd11EwNUNBzJqt+SjPGpXKQBAkq7KBgwGg9rxUX4BbK7w0A6pXo0ZlZk5HwIzeie7pjHrYI/BF5en6uTNZZRBRqUxR0eUzyRr2jHpIecFvuNKh8vIA08ZEM/APm20z5NcWW1K6/OYb+1yjMG2UhYRu/GDxqX6rgmjEWRLFiXM5/LxYGAJq+pdNj58DmNZtCkRwx/aZPlKKzvuwQ+lyXARn/tKJZ0w2QW3OVtbW/Uqra98Sk6UoR9Ej9g5T1NaQWE7x6E9+86HD142ojQhO/B2ygCXe6jZViYaFA5WB6clx4mDXQYxA6BZuzLywcfB4FtFRE3OAj3qjJoi7y5L98xdRqWoM/lkP/KMiEdL3EFxfuks0OGhkS45k5mu0Vi7U8s9rvzfV11K7c5kqra7IcsAua+qleTp9ZUcNubn/wIimrgVKSU4EXgQT1o6nZiYqEEF6/Fx45OMb9tjG3z7JdNlfZj1lzuXJd1mmpKD721wXeHfLFvGfpRz3zRxkfS9A7VDgFJ5dSCwZLNa2k2bm5v1ViM503QYqyqPiAuceXDFHZGJiYn6C+eLi4uxvLxcjy06FYwKRkR9riNi+1A879GP2D2eOOFrfPPqXH2vSVsztra26jLpEGks+BWpBBoaK5KF65nK0rjrdLavaz1y5EhUVVV/f0BXeHo+39KoSKoDb4FNOVgMPAhIceuX+lJy6PV6Q6uZ7E/O6QKBkgedKvW7iPaP/IqXXq9Xgz86QJ5e5UxOTg59aZ180h7RBtDuUE8pB18pcSApp9CxCLGFnwWibVca6YDakG0ZyuZSto823IGrHEn1l3hhW3zudOIzAXXHi3qncikD6a1WS9fX14fmHK4CSr+4YqT2KZ1kpJUtjV86EXy3srJS66j6o9/vx9bWViwuLtaBqcFge0vn7OxsDAbbV1jz4LdWMHq9XiwsLMTExETd5ojdH/tcXV2N5eXlGi90Op1YWloaWqmjk6nxxNXgUbRnt12VnAz/m0BS+ViO0nv56hgOmGy7VGmVwcFcCRyp3HGIdWUedgbSM95KToeDIIIzd+JUbgnYk6cSiMwcKKZn3ZpgCZI42Nw5ZNkZuHOeKc/Muczy8V1WH/8uAULWq79d1v67BEAzx6nkoLqMHWAzXRPw5MSkSUaGW7cnyUBJp9bX12sDqDqz6Kva5PrqK2TZuPe2uGPnQQQR+5IOaWZrXLau19T7bPxH7J5clT7rW9XpfJd0PWub3vlYlDPCYIDb1JaaSXLzAFRpDGbvGZmMyLf2+kSsfPy7pAcO+EvkNkZ8EkCQT58Pvc5RQI0gzPORV8pYfIo3n7tVB9PyzAPblj2jLNzOUb50Yjy4JtmU9MH7gnOvy8dl6A6Gt8f/ZnuyOdznAG+z/1A3s3o8bZbHKWuL8ng/Z/Mg87lj5eRzfkmeWT+Rsvk+S0O9Yb3UZ89Tsime3sc/y6dzk+UbNb839W0Ji0QM672PWSc5NaPsko8/6cU4tCcHzv02EQfjHgmlJ+9ludHiO1IG0Ch8B4gZ6CFwEp8EAZ5XQs1ApxtfGVURgV0GQjOHi3kz58x/K6/kTdDlh11LDoDSkhwAusHKtg4xL9uk+ppAmxti3zqTnQnJ6va2UlYZiMgcV1ITaMmcwKbtUkrDwUonxXnyrUZNBkp5FEHRx4gYaVP0UPJWJIT1aeUjm6jJowcUMpmyzT5WMhmyDuYvpXWivpdkynLE/ymnnBIrKytx8ODBYoTNx47rV8bXKAeF/NEBlV3zcdfU9pa2STquSZR7mLUvWpFVrRDQxui5rsedn5+PycnJ+qvBETvb9fbt2xcRO2cxXMc4rnq9XszPz0e3ux0pXFpaqm83UxmkXq+36wOJEVF/iEw/S0tLQ+OZY4tAXD+yBZzXxKdvSSNYky2i4yP+tOLBKDPPzETkQTLOI6pPMtbqa6ezc9jbwSKdPwYPHCyrLs5p2soleWqFhmNQwTa2WW1Rn5IH1ZW1lXZQPGglQmlZD+0Y2+rlqW2ca8mH5MXfnKdUn1avmuYY3gJHe06+WL9WLfRsMBgMrRCQd/Ii2UbsXCQg2fj2Or1zB8aJgJk4Se8yLKkPB/ptdQzCKmDk/asxQ35kIzge2W795kqhyvOtTzqnRlmIL7cBsonLy8t1OvUF69WHUZWPlz+ID670LS8v1+2/1c58eHSEA4FKLQNAoOpeWvY/wSqj0Kqb+ZomeP5P0ODOAA1utrLC+pwHNwjiiflLYMsdAzoBGbgvgTR3/rJ3aqdvefF9oFl5TMulOweK7sRkRjhri5eRgdosbxaNzIxPKRo2yiEs1V1qN/XK62Lb+Lukr1meiHzVhn/ri8raesJDrnJElGdzczOWl5djeXl5aD96aRUw0yPyq3y+r9V1jMu87lBmqyGZ45Klc9tDfku2REaU14z6+KVjp3wql/3GrZqZbrm9cT1254R2wsd1Szk5oBKoFJiVDcuCYJzkNamyX317qRz8paWleqsE+9LnEH4pWo5Pyab7uRAPkCktv6zOG6AyJ5nv9L9HRd1+8n/xLgAlwOHbf1ivO2Ek2mz+KJ8H4LI5gXbW53DnX/wR+FLuHG+Uj9pNEC2dyByqjOgkKZ07i+RDdbkNY3oCWK+bTgDbPgqckw8PUMphGgwGtZNYmqfVt+4U+VYw/ea4VX7xK11wHaHcXH99DvX0Xo+nkQNNrMu5nVutWQf58zJlWzRPUx8YONM4YbucZ841rveStRwFfT1dF254P5M/4TqVwRvRZP/oHPGg+zi0J9uumhwCESOMYjZidxTCBw3T+WSeTe7MX3JuHHSXyqDyeqd7HVkkk+DU2+2y8fJ8Kwvr9whR1gc+8VC+2RkT8ka5s2yfHDWAMrDtsqE8SgDb37kTxgmgpHPeR2w76+SgJq+jnvn5n1Ia8uODMetvgaGSLGmQZBBcX/ms1+vVH1GTsZ6enh4yIEorMKb/6YC4LDPy8nzcyvjJoDG9961458ToExH1mvrNcnx1TGVmAQT9v7m5Gddff/2QM+htdzDD9xn4EXkAIiujZDu9nJbGI37rJiLq6CX7QHqug+P8mKzG5IEDB2oHgzaIQKnT2dnzTqfE56PMJvIsRObMau83n9MOqT4FEwhIuNJJZ4Xjzs8nKM1gMBhyJsiPB8b8HceZVnRouwiA9U42IrM9Lkv+r/7MzhpmaTlWOVf5lb1Kz3KUjuXSQRBxtYd9Qh4UHMrmYh6IdxlnsiBgz9rKn5Iz5jZLdWfYgw4BdVJ97EHPDORngSV3HpSfz+gQur11B4LOka9m6Rll5o4O5Z3hC1+pKBH58wsVRBq/7BOeSVOwVzbKgxIKZCg9f6+trdUXyEREfabEVyV5Xk0fDiwFCqizsjNVtbNiOYr27CODqtgBoUc6qfwROTjU86ZoBPNkxiIDsSQZVr9FhGVoInEw420oAQLnuymq4tFVTnJ6JuPcBFgyAO+OkadzsOh5PLJMD5wGKnPuyHcmHwfykjWBeNY32QoaZekyZ30O2ktgz50wAl4/q5TJWO8pc29nqW9c5jRKJVKfKIpGAyfjpcNqPKQ2NzdXb0URTwQrmVxUH9O4E8i2ewQqk5UDfneyMj4yh4gOOZ+xXC/TgwSlM2HUA7Yt2wro+uZOEinTV29rxM4yeckRbGmHeJh3a2vnI1vUV40XHXxeXFystyNqtXBhYWGozx24RuyATY4/jkN3wrXtQuDc9dXL5qoG5wb+rUPoalev16u3ZGhLkQ7Msi3ZtmmlJ3hVHoELXxkV0FPdcoC04qpreD2iS1vFcViyf2w3nTiCRJbBZ+4YcXxqbGWrTOoT/vCZj19+a8SdGslVh3kd6LJudzQ8DTGSp/d2qs+8/zOHQWllwyU3yp1zcckJU5l+MJvyIz+cd9wJcV3wMehYQPULkGucS0eph64rdNC5KqXtaMQ/7L+MX+dP9Wqsajxpu5tIh7e3trbqldX19fVYXFyMiYmJ2LdvXz1mNKdrO5UCjRobfCenQnm4fUqBEH07iPKjLnHrpeqLiFv3C+f0Mp1BKRAVIjtgTnJwzEiSG6OMnBd6+SICu2zLBuvP+M0GQwYaSgCD5fvgyaK0yuuyLNXp4Jh5HMwRwI1y6OhIOMgvAXXKkLJyvrwu8p8N6KzPMieRfVNaZszAPnmg/pF3TvJss1PmdHj7SxEVkeTONmSTEg2zjBKv5VxYWIiqquKGG26oHQ7tg9eNPVqWLTkelIMDecpE7chk43rP35kD7OQ6y/7LnNqSk+4670EU1xe2jZN8yQZ4u7PxUnI4yKfkKL1oytPSMLljyXmFjjntm68u6zf1TWVn+sa8tD+yZb5Kkjn63F/OZwThnU5n6Nsko85REjxRp2jrGEHPAg3628c900i2HthiRJ9ydOCa1U2wSFk76Hb+aWvcFjFNBl59vDIgqJ9smwnna29T5lRkNt2dHcohk5Hq9cBOFrTK5g7HWZzn6Dzrb634Zfyy/R60IbHs0vxAnvi3l1Waf2nzeX7Iy/f6NVYy+bFc54t9ko1Hz8OgM3VDDrxjNg86SM58XuKX+ky8QKdHfLgD6EEvBjO4QlKas5327LarcSp0I52BRW/cuA3x9A4SWC4PdJbAfxO4LvHmBoptFFFeGfDJyswMD8viBEjl5oB3WVMWXLlwQ0HQ5g4Q05W8fec1Iv+GCAdN1uclsMt2sS2cALndZW5uLqqqqr9mTUDgjoUoM0DkpxT1ptxYVgaGm+QVsVtnSwaGERvy3uttf4RMURPVMRhsH1RdXl6uoxbc31qKxjrwcCfPnfvMucoMZSZn71O1i22gY+c8ElTyOR0Ln7D5PFv58zp8/Oi35M/fTj6xuCPvY/po7eJtmdzxiBg+s8bo/GAwGPouhfLoC+Tsk36/PwRmNM55iJ2Ohg7I+vWajHZKR8QDz4OIP10XPD09HVW1vZVS28KWlpZqXqV7ijhnZ7wUoVRaHXrvdrtDqy0ae/rhtdzSRz+wGrHj6GRbvBw3SG5KT2CkK3MVoWW/EnBp3CiyzQs23LnhYWdFtrnHXXqiFTHVKUDofe9OHkGjbAjbqvIJvtUet7MM5JTsv8ryrTjqP7Uhcyz1v2/9c16Uptfr1ecVnNz58L5UtF3v3EFz3jg3ZxcxEKgzLctSH+rDftI1lk8HXPl4AUQ2D2bOKPnXGGvCRuKPfUN9mZmZGapbY0Dv6Rx2u92hb+KoLNmPbMzpd7/fr9uqVVn1ndJJDgqAbGxsxOHDh2MwGMTCwkItL5U1im72DMbJlp6vA3em1zOPGvikrkHuHctyhhpjHeETvisQvTnfAuN/+7KhDzzVx/cqmwbI85DU2aqLnqYPRi+HRo9ROUYJSqC3BKYyPrOIgXjVe5d5ZqQoCxofBwnezyXnSTL3FROWyX2MKpv96iBQhpxlqU0ZP+M4FnQUMyeFfVmKbpeMGQ/i8SwOD3UvLi7G4cOHIyLqLVcR2+c85Hjwo3bZmNHfBBNsQzYBsC+zPmXZ7vR6OrXHnVUHRMxH+VPXCF7Eq9LR0fHJsdQfHIdOmQOTgYgsApjZpZaaycc/5yeCpNKeesq5aU93KRBQihZm45dgjA4T7aqvkmSr23pXsqfZuCmNV9czn4uVt8mhdkfanQACUw+w8XcGlp1f5yUbp3QIyGdGTJv1cSkIlDk7LvMmOYzzQzkrn8u3xF9GnHu4ku98sa4mvppkIsqCUkdD6m/+UEd9JSFi9/hj3hLf/r/36Sges3qa6mTZtE9ux1hOyalkPuq9yP+n7IgnMscuIobSHS3t6cpHiQE2nlSaSAXAGS1gWZlhHEXMQ8fEt8B4BEPpS86UQFUW8Sy1NYveCwi5nMYxqk6lw7YsmzyXDEIGoFS/T3zdbrcYDSEfvmXLZVtqc7b1Ts89MqU20AlTVO3IkSNDHwoiyOWkrbK1N1J1u2NAR1PlcKVF+ahrzM+/OQkTqGdGIyOCCUUw1tbW6o+PaQ/45uZmzM7OxpEjR2JxcTFuvPHGWFlZqSMbWbRYvLiulJxMd2J9zLKtNObUU6+PfCmfO2/utGQgrAT+HAioHzKHV9HtjJqcE5eVjyMGTLK6RzmmLe2QIqy6hYURuU5ne7vS1NRUbGxsxMrKSmxt7Xy8rt/vD61uREQ9hrRNcWJiIubn5+tnip7yg4ARwzZS/8/Pzw+9849zcVVEDnfEzmqCQJQCBSqH51wihh0VgZROp1O3Re9VBqPRLCObf3SGg9cEiyeCPAfcSiOHqtPZjqLy6uCI4fMgsqvi2Z1B5uv3+7v4Z32c87LgE//ngX3Wpb7IAh0OtP2Ztslx5Y1zFfnm79J8LF7UN97/tKvcDVKyU5mTqr+5quZzMu3zOGcGfe5UXZkcqPPEJ5qftQrFYLIwpOQtmQ8Gg+K5BOqRA3qfYzgGpasE6rQXqo9X1kr39I79TUDvzz2Ipw+o6hn1ldu0S309GGx/JJV9Q171jIfRZTdl97SqKlsyDt1s58MBABVd7x1wCgzSQDh4LxEBMwEDnQgKNpvEHShG7HaQHJRmwDDLp/TurGTAzMsokb93w+tOT0l+GRDLiMDRy6IRcjmXHCp3/ESlFQI3mOxnkusMwZs7XDIUOkzq7fWB3u1uL1XOz8/HxsZG/XVPOr/uJDto58pdSS6unyUnsXQ2yYkAY3Nzs74lp9/vx+TkZL1t4/Dhw/WXiQ8fPhzr6+v1cqsb+6yf/Tnfj9IzttX7udQvIl+RULpMBzOb4gEAr9/Tigd3EnhRRWYrWIfznTlhqp/tddBGmY3jjN7WiZcncJuCSAdQfavB5uZmTE9P1xOsJnZ+yVnbm/RdC/WdX52rOcb7y7/r4KsVBDsRu0GEwDp1M9MLB4ZKJxsZEbu+sMyyskhxRNQAygNVGfDlPCi84OfXfJWVPHObSSnwpjK73Z2tb9xK44E2jns/uyBi3zHIqHbxewaZfL0+l736l33BOYG6wXk064/MmXAqORQZrqF8mI9tYxDIeXJHoWnuypwPd0rcsRAvdABYH7cNUgfpjLM+1sP5L2L44grO+yzP5aa5SP3KLY7uQPP8l88FmdzcwdD1ueRRvHB7czbPKA2dI/HB7dmsl9f26wIbOuLj4JSIPbztygWihpERni2g0nKQKU3pACkNPevJgK8LIQMoNIJSpNL2KIITNyokGnAHLnxfAqAuCydGrHyw+lYRTRKez9tFGWXOjd4pQpZFe9wRVDscoOm3g1iXH/Npz7O32428t4ek51kbsjxTU1Nx0kknxeHDh2NpaamuL4tI+CQrg8jySxMH8/F5FpErrQB5O7WvXO1dXl7eNYGvr6/XHwdSBMMnjIxfyk08UVc5prOxmMmQ6bOzSZSD24WmsUs+2faS7meAUH3nQQV39j1/5hiT1FYeAi7xPa5Bb2mHNjc3Y2pqqo7K8UaqiN2OZKezs89bNyFm2620gsI03OY4OztbRwClMwRtg8Ggdna4/1zv/NwSz2v4fNPtdoe+S+P7/VU37R3tk+Za1UNgxLEpgBOx4wjJ+YmIoes1VY6DcI5xb4vkRUDu4J7jXuWpLkWYNaYc9NJOuPPgafSMvHj/eZsyzMB8dCZph8UL2+ROR7Y1PcMfjrf0LMNH3h+Ow7xsd4gJ0F3ecqbICyP9es4dAkyrMlW+/pe+sb/43m25Vg2lF8orXjIZEq9xNUo40WWbzWt0UCV3B/LqV+qS6nUHoKqqoQ8Ycpu5fvP2qm63m57dEjEw4qS6uYKr+hgI5TkYxy1ug0p0s52PTNl8ss0a6XvzaRwJWHmGwSdon5gduHDiV34+pwcvckDB5wQeUkYtvevgjYM1Bzv8m8rL9mZ8uXOSPXfHIzOq3h7yo/rJC9tAuWTOHssmaONAofPAiaCUX//7oS/xR6OQOSY+kbN81xOX6dbWVhw8eLCOCrh+SubuXFIfS6Axi5Znups5dKLMafM0AgX9fr8GPNJTgRaPepbKL010WRszJ9fL4P8+VtiWrE8JDFiX9IERz2wi9GcuO3ekOGFmPHrbObmzfI8UZ6DQ05KyZy3ltLGxETMzMzEzM1NvfaBTkDkfc3Nz0ev1aoecq508Aybgyq1dW1tbMTMzE7Ozs/WVmLrK0sHI8vJybG1t1c4OdYlfP46IITDhY03OR0TU13ESRHKFjnZPYG4wGNRX9Kp9dI6kx1VVxerqavR6vfrcHMHh2traEOBTXZq/s/mI42Nra/v64ampqaGtSGoft/SyfH08krsrBEQd+EfsYAgH9RnR/jq/LJtzJueCzOFiuwjglccDRAKW0jXO0WoPKZtzsq032f8E6KU5TDwyXQb8mYZjLusTAVvWq7mJDg63SlGffaujl++3xmmsss2ibHeDbIHGhztvmfx9vua2ODokDKjSUSAOjBh2zjMdmZycrMeQbJS2WGubuXji94rUV9QVbmXzOYy4JMML1NdRtCfbrsigT5oOUghKfdLNACBBiQMNr8M9fJbjoEX8eBSD3l1E+WYseoPaypI5NyWAyDpKTpLelRywDPiIHGC5Acnyq51NEWTJm2W6g8L+yBwMOnA0QF5WxPAVsx4Bks6wbVmUyFcL6JRwcOt/PVtZWakn6Gwfo08EfD7OM3eC3KCQZ/7vRo8y5rjhwXFuqYrYOZzuzpmvXPJ3ybFWGp+w1HdZdMfbQ53Rex8XzkPmvKvttC+ZA+2Tg+dnf3m7M6eK9XCpm06G+tqDFN428pLZkJJj0tIwaTz4WQwGEQQ2aJNEBDgRu4NfepatKLCPs76mztO2ZPZA48idbLbFwS4dA+dB+pMFYMi3j2/OeR75LIFhb3PpfzkSDopUdhbIygBgZlccn5SAYymN2xQH89ITytTn81GOjEj95naxJEOSBz0y/ctsefaMlOlVUz9zvqcOlurh9jjm8fFGuxiRH3Z2JyqTA+ckzpvOJwMAzrvLxPvTdcDxIcvgT+aYVlU1dP296srmMDq4Ko9XBpMnydzLob5mjo4wL+tVu5h2FN1s58MZd0PswJMTs4NQKlYJcGQgzvd1ktwAZI4F+XPQkYEmKt7W1lYsLy8XnRsCDuYnSCYPGdCgDBz48H9vg0+k7rw5X+o31ZfV5WA/A2kO3kSUY3YdoJefRXloDMZZDVC7CdYc5GXOiSIdnAhYpgNVysnlwQmTOuIyIgDPdJJRfG+T/vfnETEUNcyiFaqLEwDbW4rAZ7quclxPKDuWKT3lmNRz6iRtBHlXWXTkub1TlNkYlyed9WxlxNuQOQYOZLMxkPV9iZqcnZaaSZFFHiYXdTrDV7jKHmlS5b5mOi3utFNPpcuLi4sxGOx8cM/v0B8MBvVKAyOaiqrqalAeOOfqK4GJ2w9tidAP95qrDu7PVnmMHGfAtNvduV7YD+v2er2hDwly3nMq2SF9YZ5zq9qu59yiRtDJ8cs6aGcpY8m9tL2YgS7/Tb45LrkVTZcbyGl0zOMYgPaewc/MISYwZn+pH7NApcA230l+mSOnvzn3KR9XBih7EuvkKpTGh+96WVtbGxqb7uDQXrIuXZ0r3aB8s+1GdNzVT8ojYM8PjvIqZQ8UU0bqX26tksz0UUOXG/EAMRF51GoPdyewHrZPdWn1k1spWafaIBn7F9HZN7Ozs0M6p4P7R44ciUOHDtW7fjL8Pw7tyW1X9NQIRrJJ040ln2WOR0TzlqOI/PAzAZs7GE3bW1gW+XfA4d69e4jkwRUuo9Jkwr8dUIm8/TSYmYOV9Ufm+LlD0tR3Du4yB5HG3Y2nyvJ+U76Sdy7SwM2MchYN4kRFXdWz0iTZJLeSw5VFb0g+TtiX3u4M2LvTyv9Zf/aMz8lzyRkuTb6ZI0v9F8ijA6q6msY2+74kX8lDaTJQkck9kyP/zsZMJk/nJ9sWJioFa1xuGtOjHNuWmknyczATsQOS3CZ7ZNKpySkVUBBY8HweMCCx/x0QMkrpvLpdzMatE8tnHrcdTO/1MKjCtCVbxO1Xbl+9DK4uaJzScc/6heBZ+VQu595Sv3pbvf3ii/OKy5OrNRkuyrBANj8xbfaM8h1F3q9ZX5fkQF2k09s0NrKfUjBLc7YHlZrmJ6+vxEc2d7scsuc+JiKG+506m5H63VfISumzMUBZc9WzFIBy/fO6fDumfrMvaRez/1mu9xnTjUt7cuCcYH0UsPV8Hn30bRmiDNh4/SQHKyUFdoeBZaqMUuQxA/MZYHCnTMpN45OBvBIocxk3gZtslSeLyDbJSbyyXZmiZY4ey/cJjOUxek1+CBq93MyguTNA/j1P5mRmfGV/e7s9v3TawYLTKIPEdBnwLrXDnQcfL5zESzItjauMT3f4yQdXVFgOAaF0kg6zyJ8x6OCOSfbM63RyAOmOr6dzx4B5XZZMp4hUNjayCbiJ55ZGU7e7E9Hsdnc+tKUfOQlVtXMVKz/G5U6EgyJGDpVP27s6neHD68rPcqqqGvronrZHaGXBr9FVmyKGgYrKX1tbG/rIoNqsfJ1OZ+gcC+2qyvX98Q6aBaqYhjrt6WlfOEYd3DtYlTyYJrPB/t551RiWHNRn4oP1Z6sBIv0vm8WVCc7nOgtEZ0Vp1R4CQYJGyV//S65+MQDrdOeGfTiOc0Anyh012m0CYNojPtcW3+yMiVYBWTevx/X042xdpJ7L9q6uru5yeohtMifMnQnXZR7C5i4bjV8fD+wLnrNgGt1WJ3vBsvSu0+nUV3Lr3Ik7DKyPOJoXYdCOqJ98q6f483Gp9IPBoOZvamoqTjzxxKG+EF9Z35doT858+HajDDh7RJudTnBIUORbVFQOqeQQRAwvY2XpS0A5S09evf0+KRFMOHhg27ODeJmsPI2/Jx+iElCOyG+9krz5rlS2P2NEKmL3KkgWnaORk/F0I8p2lOomeCW5vHxFy+Uq48I87niU+oe6yQmtBBpZTtb32f9NkY/T/+Ow5zhU0nc3OPz/bv+xJO765UY2o8wgkzIH1AF66XxGybEif9733l8ZXw70InKnrGTvMpBEZ4b6xxW4rO9dD5pk2dJuEnibmpqqgT5BLbdRdTqd+hsRnHQdrETsODYCUHQwuJUrm59YJrcScbug6petJMihTrnjUFVVfWhbWzHUTtk0bXFhfo+KknjujqR2+FzA6L/aTMrSDAaDIWCneV9pPNjFCG8puMQ5WDLmDV38ern3jZfH+cIdBs7n2XkQgeRSVJqOEHmmnWO9bLdvB6eznMkn02X2IfWBeWgzHbvpGc9V8ZyBxqAcKz6j/L0+P+dE/SN//FtbqtgGluuOl+sm5cIdJORbcqDjo/GqvlBZGjcah6qT38hQPm3F1Dtto1Id2mZGGXPsUielF9n2M53/pO5ln77Qb7/sR9/1kbNH2+LOSxPt2W1XnOR98vQJ1COXGVAetY2HwvCJmV67G0bxrDz82jUdntLEn7U/A6akDMTrGUGbG3cqMTs2A/Qum1I0qjSJMHrQRNmE4vX4b64ClJwq8lGSIfutxBffO4jNjAfbkDkA0gsHlyUe6EiV+Co5AE3g03mIiDg0MRHLnU687KtfTfnZS1rudOKmycld4zFzwkQuYw8w8G+fzPSOv2k3SvW6IxwxbEucmsY2KdMP8ubluW2jLMgLV2rGkaGejcv3bZ2kDwSGkvXW1tbQx/sioo6KS8bZB8II+nTtLh3dqampITAvADA1NVVHGHlmgTpCe0PQL/6URvOW9oWLFz53h5uODEEm9Un1u3OgdxngdYBIGYuUzwGKwJ6AmHjhigHndF9FVZudVIaDIW35ZZSY9lqOJPNIRqyX5amPOD87gKccRFkaPsucDrcFDsDdQcrax7wZUMwcDP2MWsnnao0cCParU6ezE6WnjBzwOpE/b2PmeLAdlJuf3RI/zqP0hjrjK1iOjdRud5zdueHNcXqv9ugWOeJZ2ieN18xZJmV4i22O2O731dXV2lYpiMEAhlZQXBc4BkfpSJ1nrFQNNBgM6lsqInYPLqbziHsTKHDgUXrvQFa/Ce4z3lSGRwAcLDWBcdblxo5gPov8kB93Mrx8KhYdEQen3q5SG1SmR24cYGcRGueJZYocFGYORQbgOBicJ+9XyrDEE/NkRj9rN8n11N81gcVMnizPn2UOuE/eXueXe7147N3uFvv/Y4mWTrSTG92M98xI6v9DExPx1cnJ6MbuvmtyGEmjtkPxmTvIHCu+0qr+ZHTT7YePD1GmY5nelvq1yTFt0g+9K+kW8/P/caNKLQ0DUK0wUE806WuC3draipWVlTpCGxH11887nU59iJjbS2ZmZoYAS7c7vNVJE/rq6mrs27dv6BA7AbmclE6nUx8SJbjy61b1fDAYxJEjR6LT6dTfNFFZrvvSVZWv9zrUShvDlZaIHUDI3/r+yGAwqLeJSM5yHqTjPq7ktKntPFgrp5CH4wXyeTBZ5fAbUPrRGJPtp3PE7+rQ0fIDw5IZI+Uiz6c6Ofe7c+E2nmWIOCdnNtsxBR0MglS2wzFO5oA4LiNuINCUnDMniY4Hv1ZPnSFgpk7zEgOly+qhrKjnvMpWMnRbqTJJvIqemJL6IZIei3c//8Mgq8Z10xY49T2deuVTWcvLyxGxE/jgvKctn5nDr/pkr+iMUbfp5A8G2186X15ejn379tV2gqsc/IAqx5r440dZR9GeHDiPiLSzGNlxz7QUCSwRwaY3XM85sXOQZSDdnRMaJ9aROQPKxw5me7MoA+uSceWAzcCnk0ecOFjYdpLLwIGW/s6cLgJ7lucOn8jlzOhvBtBKUV2mawKC7oBE5Mab5WZ8e71Z/ZmzkgFLbyNlmvE+yknrdrtDkRgv5+peL76KJd0SUM7+LgHqbJL8D6E2trkxL56VzkzI6DrJ2BPg+XiNiKEJruRgZO3P6nbb5M5MkwxkO9zWNDmkGWW61hQMaWmYHESKBBZoG/0SBP6tSZg/WSDL+9KBaES+7UU8uJ5x24c/09/67QA3C8Q4OQjNglRNeucyIbDxtpbqdkCoPvM5Ve/ccWAZ3p4meWSUBV7Y37RpmX3nc9chf+dg0dM67ijJtvS/2s45kvJgPv/J5nzXW/6fyT8j14dMt9yxIs7z4BvzZ/3MPmR5EcO7GjJ5OM8sv8khFWkOyIJoTWPJHc7st3SGqw3ZvKf03NZJ3Oo6Jb55/oiOCeXOgAnlyNXJUbQnB84jditQaVKVgLjHPmJ4gs7234sENkYBSzdaEfm5CAeC3omsX8rMQ1XuBDFvCQhRXh75zKIXPmBcxg5Qsomw5HTI485kLkeJ+V3OHrWh48b0bji8D5x//u/ps3fiySMV3n7JLntOXp2fEjjJ2jfKkR4MBvXWDEbpvY2SI3nyg9eKLjY5rd6u7J30LgPdR9OXShPRvM2NzgNlq7/1W5GZmZmZWF1d3RX5pEOfOdDsy5JeyaBnNoX/Z45aNvZdbrR5JadLbXU5Z/+7PraUE7fU0iavra3tmq+kV3R0NfkeOHBgyIlgFFhRRUXpfc95r9eL6enpOjK4srJS5xWPik4qiivbkK3W0BHyOUj2xLcrlRwwn1fdzihw5LaPOk4eWBcBKdsqvvxgu3jgGZiqqobSdbvdOgrL1RRtTWFwQ22gTFUO51PqB4G/bKvkzbnN7QjxA7/Krmc8M6C+VJnEHHrGoB3nWMpWIJJ6zXZRpzNSPm4N9fmc8uD3cDRXiG/97binVI/+5xfL1WbHGzqf0O1ur3IpjWMYjUP1D515zmki1UmefZUic5C9/S4rziW85pYrIZKZ5OFnjzhvSp+IJWkDIra/R6Yrh915lD6xbMmEW1HFy8zMTL0KfOTIkZicnIyZmZm6TeJD9urIkSOxtbVVn6nb3NysV2tG0Z45HxF55LcEVEoA0IGEl9kEECLKh1M5yAl43HN1wOCA3hU4a7OXy0GQATrmdTCTyWAwGN7zW5JjJnsaOskqizaX2kCnJGuHGx0H8yW9aHKknEpty7aweHpv1yjQ7ukjdvrIefd0jMo7GNbkkTlR3ibV6dG8zKiW5JoR83ObRlO+0hjP0pXGD3WmFGRwIKS9qDSq7iwxb1Zut7sdOfVlYRp2yZh9R5DRJKOmd+ShpI+l6KXLZpRz29I2Sdc8GsrtE6Oo0+nUzgBBJgFKBu6Zjo6Lj8tS0C6ri6BBaQRmm6LOpbbSacmiw5KV5guP7GbRWJbN3+4IZe81N09NTUVVVfW2EhGBXRZY4JiSbXVQR3lkkV8nr5NgloDfo8l87j/UB6Z3h8TLzuTrz1yfvH8d3ziGyepkGvabAL47L1mwKiPvH5ZBHrJgjnTFg83Od9YP/oz8NMna5cj0dMr5jJ8AyJwz5zlz/iLyLctyTNZw4Yzax+BdNm5Les/v6MihE78cd3rPLaiad8edn/bkzEfJ6BLgNwFNlqXnDvRLQIfRxCbAxbJLUcMSkPZnNHDkrwRGXPmcH8qqCTyz/OyL2xllBjpi94cZM7m6nEYBoVL72IaMJw7ckpyyNjm53mRyy8rKePS/PS15JlEf3cjQyWs6ZJzxzbzio9vtxoEDB2JxcbEG1E3OVOakZEaI6eikig/XnZJOjBo/JZuQTWh+QwcnhKaxw+eMBroOUneySdknP293ZqucNweWLCtzVrIys3ct5TQ1NVWft2AUMmL3FlrNY4yGaszp+lp+wEvnDKiXKndmZia2trZq8KwbanRGImJHHxTJ5RWrBLgRw4DRI6mq0+cincXgR/9UvsrUj3jgwXY6PA5OybfsIM9LiFfpqWSvusQHwaFfQ9vp7Fz/SdnqNyPC/uPBBgJGytVXIvlRQ9m8DAxKJozaiyc//F4qw/uDOkfA52BaZSg9V4o90MUVCZc/QbHLT+TnGtgH1A06EXL6xBe3wmblV9XOZQPsH6XVmFE61atVKa020lHVbgDJj7ae244Gg52b36anp4dWx5RXc4ai+zMzM3W7xIvPF3QelXdtba2uX+PR25VtcRKvOldN2VJGqlPl68Oq/X6/lpP6XHIXXzpYzvFHGXiAe3l5OZaWluqPDPJ81tpR3Ly5pysfohKYGietnjWBP+bJIsPjADqC/syxaarT68549TxNgNqNYsk587YwfQaQszIygD0O4Pe6mM/b6WlYZiYTB3rOb4mnUTJoaofzO6psb5s7DzTw5Jv1+LtMRz1yNIpnBz/e/tJvpqMzka2CNelyxPBk2DTOx3EGRdx6UNKvUU6m89kkV5dJNgbH6ZtRdi4bn6Vnnpdpm7ZUtLRNAk48DO0kHdNBSgeYEcNfddZEPhjs3IQl4D4YDGqwJId5c3Oz/k0gqnr43Q0+d11j5F11+2FbEtMJRKhMB8Q8yC1Q77dr+d/iSU4Vt0rRQSHA9quLlV780vGTrAUeffzQCSPwJmijM+U2hLaWQJXX82cR6Syy7k6jzwNZXr7z6Lna7LZBsvNgHQFsxDD4Jh/SB/FJkMxoufL4hQPUHY4T5dMz1u1Oh565Q+QrFypT18/qEHvEzva9ycnJmJqaGvqCuOu26iRfajv1XtuN3OmTHisAQadZZ3ezeYH1bWxs1M6H8mqb0jhbwzUWGPhjf0ke1AV+NV4884yY2iSnbXp6eiiQQD2hPCIiVldX4+DBgzE7OxsnnHDC0LZS2bRxaM8OnJdAaESzMzIOSPQBmJGDpqZys3fjemvjkIMJPSOVtn6Jv6a8o9I4OPP3JedhHFDI8ktEnWC5NOxN4Mr5jChvHcjyldqS1XO0ekhHyeVAgzGuQ+OURdwzAK4ylpaWivWOcgyZXmUKSFXVzrcLaEwc/I87tjNwnclAAIAOeVaGns/NzdWGfRRoz8ooOeqjxkVJ30bZqcz58zyj9GTccXpbJ92443fYM9I4NTU1FA2N2B1UEmheWVkZOlPBfeYE3L7dkg6CzpHQGVCefr9fB8Sk/wQVBKX6mZiYqB0GfrRNbactVp2+Uigg50ENkuQgEhDzbw14gKUU9fd3JK5IeVoeOFc9Pn7oFPj/Pi8y2psBa+X3/uIzl1PmZHq5ns/ll8mEjp07ceST/UunjOCcc5nAJc/KKA9XJbI+ot3lORC2yVdLvN3SY1+t8bmWMo7Y0Xc6P06+e4M3cul/yYMBHTpOGptyglQXxwBlQv1Vn2grIZ0qOsi0M+wT6dzy8vKu1Ti/iIZnZjQutaKj1ZDBYBDLy8tDzhodDMnCV3dZppwOOU+8ilyyGof2bOWDk68v1WTUFOnLno8z4TalycB5CYBleZU+OzQ6Dqh0yhyPJlCWAccmIJiB1SZgNA5Y8kiM5xsHiDY5CRnPoibn0MFcEwDX9gl9HGcUv04eFWWd4zrg4+ppKS2f+XJvabyUQLn+53stMZ922mmxtLQU11xzzVA+gqtM75rkmI0xBwP9fr8+FFzSdZG+aOvtIh/jyHucvm9y+L2uUrubxkOTE+IyH7UC01LE8vJyPfETSGq1cH5+vt4iJSDj25QEVPQuYjtKODs7OwSy2GcEERE7AFkOy2AwqK/o1VmmiYmJekuHdFqRXfEgsCLd1nYJHcLmV5N5no8HVBUVlcNBAKR6BCQHg8FQxNVBiPijA8aoOVcynEqriCxDgEigxvtkMBjUEWQ6HvxuBEG76nWHiFvh9DtzpoRruErkKyHim/yy/+nUKA95cscqYgfEugPCNogye8JVMvWTr5wSRCuNVu3IJ/n2eWRtbW3ohiSVqzbQGWFbtHLm3/bQuPLnAt28QpZnG3xlzb+Do5USjgGtAvDCA8ld9kNlccxwJVQ2xC9T6HQ69Xh3x5VBBfWTO4RVVcWhQ4dicXExpqen66+e82ODsguyVdqyODs7G/1+P1ZWVuKmm26qrw7f3NyM6enp+iOGzi+3US0uLkZVVTEzMxP9fj/27dsXxx9/fGxubsbi4uLQhQ8TExMxNzcX49CenPnwVYdRjkcG1EppxqFRZUU0R85ZJ8vzffYqZ5Sj5GXx/yZ+m8CPg93Ss6zOzCnQ81Fyy9rUVF5TXio5J9HMGXQwmJU/it/sfx1e9olvHNDvbWGbaGyz8zTuvJJklEa1rwRgM55HOWFZG92pPHjw4NAXgZvyZjSOw+XOfLfb3RVBU37nT2m9ff57lL43ORWjno9yqpveUzcIxrJ+9u2h48j/tk604aXoq+s2xynB42Aw2AX+OFlnJFsgHSf40nPyM8qhzPSDvKlsAl2Rb6lhfm6fcb1y4E4gzfIym8Y8qq9p9TqzjVn73SFgHxGMUgZM685HqR699zReFv/3fNmKSlaft831zH8yeWT8Z/87DyzT07iTKBn7GPA285k7A3ouXXPd9Px0/CJil247jdKhTMcpB3dUPeDoPKjM0mqW62mGRbNxy/R+E5zKJS5lnZndY5syZ1j2wB1i9qHeyeFyWzoK+5P2fNuVR3vG3f+V0ThgLJuIM6DlnTAOkMgi40fLK5VDRrGJxnGksvqy9jaBUycZfk6K4wKcJuen1Bclh0N/j8P3uLJyIpDz8lhfqfwM6I5yKDOdIvg81n7PeMraVuIzc/7096FDhyJi2IiyDVneoyEZOpYxGAx2bfkYBeD599Hw0eTUjuO8ed6SI10ivnPnggBvnLJa2k2+3SpiW5dnZ2fryVUrHZqnFOWUzvOgplYpGP1mOvZZt9sd+gifj62NjY36nIkOui4tLdX/E+QrL4G18itaKlKdPMy6ublZ897v92N2draOfmvferadifMAt1OozYPB9lY0rq6QT5UjeQqg8VAr+e73+zEYDG/v8nHgB/MJhEXiu9Qut2cO4NRf2npC4OtXl+qZ9z11kLeRZWCQq2oE2uKbwaxsBYT6wXTuTBLMqr10IOhwq0+Uhlv6WDbBbL/fr6/Dza6t1eoHVz5UNq+sZp9oLEiHxVe2AyUihgJX6gfywIPiEbsv7tH45jikjF1Gvqok3re2tmo+2SfuOJEnrURoXLOe4447Lvbt27dLZ3jhgPRN5VImvV4v5ufn61VW/fZvhegMm3jRh0slV9mswWBQr3JIXlp1Gfc84p6tfDQBA1LThO/pMg+VHTcK8I9TPsscF2geC3GA8pDcOE6RUxMA9fesowlQNe2bzEjlZsAw+7sJEB8NNZ2VGZdnz5s5zkpzc52CjH9OGl5XU1kZsOWyradj+/S81P9N/dTtduuJQwaU7zIdHmecj9KZ7P9RDmL2P3lqklPWhiYdYF7K9mj10tOPkp36o6XRlEXtBKw5cfMCCYJI2gsHUowcetqI3ecQVWZE1E6PIpq+tYTgP8tP4OXgR3kJFHVgl2c7CFqpyz7GlcaBl4CK6nQ5uDOien0OpxzZRs/PCDNvsXJi9DfDJuS3FCV3Z4WAln1A+ZWizOS/VBcdH5bvKx2+SlGyEdkcUyIvl/L3+tzxiYhd29ZKqygZ3onYufSBW6eIWeT8S448YO1y8JWLiOGtX86TO24uB8eJ2aoRHXjxqbwKPqhcXw3xw/rSSW9Dv9+vZS55MXhH++Xy0N+Sm9+uxXb7+Z4siE1iIEF5b7UD5yRn0pnw9yVljMgHVZa25KQofQYg2CHjljmK33HyDgbb0bOmum8OjZKZy36U8+YOxrh1Hmu6pjTipQS6ssiS9xf/bnIqS0CYk/ax6ogb5pKjNsoR9v9LjnkG1kVNfNLoydixDsq76ezM0VIT4HbnKWIHeDE/J0/y5g6F11ea0Ebx60bd+c7KUl0EwUzngMH5bmk0KXqovxW1U38JMPD6WUVXCSYU0eMH/xQR95uc+HFCHSAXMUggXdb7qampegVEpEPjEcMHY/W/9nXTCdE76Yt4VxSWUXhGmf3WPEUvtU+e5RMgKjquDytKLpInycGRR4IdMPODfZK/0vuW6MxZozPTZFdUJtulZ7IvnLN9S4vqdtDGNmW2Vm31iLyf8aATma1auDPCHzpNDHpmh8ib+HPZ0qnyPvUVDI6dLC2vVKaddzDLg8xsI0nyoOPJ2+SoK+IhYmfMuCOp8ni5hJM7qjzfIh2X86DVCjq/PG/F80osm3zoPCTPvnDMqB6uZExMTMT09PSQvOjs+Mqv2wmNbdo7BTRUvmQw7hx1i1y1Kxo1md9c8F0yKqNWR5oAasTw4agSuCuRgzSv81hBmShr8zhRZqdR0QimOdp3pHHldrRpXQ5ZvtKKDx2vowHKTbrskRGPuOtv/u/A09vXVGep/aUx5+Bdk5EDd9atw5wCaLpViukZHSqVk8nhaGkcJyHjjVTiZ5w6MjkJiGTgouQsOWly8rTjOsQtlYky1aQdsTOZzszM1De6qA90aFYHMQVeInYO5eo3x7u2Yq2vr8fq6urQjW0+MRPUyRZNTk7GwsJCVFVVHwjllg7xo/RygHQQ3LfpCHDph19IjxjWXYJURvkHg0FMT0/X2y74tWnllw3Tdcb8pkfEsANSiuiL/DmdevHG75DIGdO7pi3NbnvoaHDriQICrkciglP+Vr9ya5GvHDRFznnLkwNfOigeACKA9r6jg8c+lr5SLhmpPUrnTmWWlyCYOs7tamqDeNRNUnSyBJ613UvgOWIH+LocKTPpImXLvqAuingVbdY/bG+muwx6ufOhiyNWV1djY2Nj19kNOhfsU5bvspG8aed4+YJuolpfX4/Z2dldFzMoPR0ejXfKS/qtb4bocP7m5mZ9g5awgto/Dt1iXzjX/zcHcGRgVM/UEUfjwPDDOqIm0Jo9k0HkHs2IvQUE40a+RUdTdwZaZeBLhuhoePHnR3t+hMT+9z5pKm+UQ8HVHAKPccug06B0Dv45AetvGicH/+SD4yYDvUyfPR+nDQ6+Paqj/c7a97mxsRFLS0uxvLw8ZMTpgLD+Jt48in80si/VUZoIszI1kXJiVpszZ5B9Q8Al4MItM5mT5+PBI2XUjXHH2rjRpdsySS81uRPg6T3TRuysBjRteYrIt1YJAPPMBqP1HGO8WlTOhFYbZPeyMghIuSLpvDgodf5VN9vmQRl+w0A8+dYrr0PkkWTyxGcOyJtkxr/9WTYe2PeUkc8pbm9LY82j4h7EJGUych7dKfHy/IfvfEWN6diHdGiyecodKeeraRxktorzXqkMlu/9TOeFfSe7Sz3k6g1BtWQgUC294w1slI3InXC2M9uOxDaU5EFeyDvl4E5RNnZpv+h4K4944GopAx8RESsrK1FVO98Y4YUX7AfynQXQ5KBp5YPOB/kaRbfoykfE6K0kTZRFc0tgVOQgowRMjpUUCeaVaD6JlQDYuIA9A03ehlFOjw+qbKItgdwm/giuxwGYRwvqS45hU77MSSWN4iHTl6Y+yw5cqxwaQY8yeH7nzcGxnJPS5NjkaLiDVGq3T0KSo6K7MzMzcfzxxw99rVlRzpJjVBoPfFc6MFgign8aRm9LqV6vx/skm4ycT4IQReLudKc7xRVXXJEeks/48slyVHu9PP3dnvkYTdJhTa6M9EcMjwt3DDg5iwhasi12irZqixP3wmts8TB0VVVx0003xfLycu2AECwwrXjzA6Zsj3jWR80ISgS66cRwO5l0SjZnZmZmCLRmcmLknQAmIupreEWKYmuLhsuITp9vaSNg5JanEujO+kuOHa9NJWVAzsGx/ncHzB0Bd4h8fnJngm0lAPa/SQ5OmZbt52/mVZ0E5CzL5UfH0R0M50e6RVlxThN+0HcipH/umJaCz7KpXBkpHRynTLSFkA4G7ah4U/labRTIzhwxnj3yK3bZd9z6pSC4XwggeQ8Gg11zrMZmRAxtrVJ5mu+1bVR5+/1+TE1Nxfr6etxwww0xMTERxx9/fPT7/fqg/+bm5q4tn3Q8/Ps++q36Njc3Y35+vi5j3LnpZqNyV8K0kmNwPErljKIS4HAhjlMPDYh+r6+v15PFOLw0ASA+Z12srykPPWTnO2LYEOp//mb5pfpLvJaMIokHmka1Zxzy22u8XZ62RKXIVuZ4ZJEbl5WI7fU+HRURyCaIjFeWy/JdF0oRfKem6Fa/348DBw7ECSecELOzs/WXTMkfy6XxLJH6iofmsnHGv+kgMUJU0lcHmJkOejDDozyqz7dgUu9XV1fjqquuGtqv3e3uRJvcSfSyS+Agsz/j2pKWdshBofoms39Z9LkpoBGR20jVUdoCRJussUewRZDikdEMMGfRWOVR2xwse5nZHO5R0MxZb2pf6Z1+E+y6PfOx4UA/66dRfcWynBdvU+Z0ZHWUsE8ma89X+snSZWO91G+j3mVtymRHR2Ac2Xp53MJEXWF9fO/5qQcMINDJJX+Z7jg2ytqR6XHJoW2SXYaHfPUg65NR44h96XiOZfg8kek3eeL/WftFTMstbCIGaryvR9HNXvkYRzEd1I2iUtqmSG/T81Ggj0DFIw6i7ByI5814LKUf1bam9xHlyLE7HqXogac9mkjqOP2YRUdKIJ/vMirJsSTXJp0kkM30aVxn0f+nQ+bPmyhzZAhOHbjy7wxUs32j2kEwH7F7OXxycjLm5+frg34Eb3KmaAyzthMA+aSoCYFy87aJn6zcEngXKTpTAoleRkluvu+ZjqGWsjO5ZnIhv6PsWclZzFZoWtpN/ALv5ORk/WFAReD9K8cRw9FP6YPy6dB6v9+v959Lr/nFYB3s1MFQHnAXSZcWFhZibm4uBoOdrR28xlfbG6THvNJWWzF4WDRi53yLVi59D7u2Smjc8YwIt1oRxJSi9YxmS+ba384PsklWApx+IFl7zR1QSlaM1jMST57oZLENVVWlDpg7GSpPQKo0jzggVLs8MKLghcuSZxBUnge89J4Rb146wCuHRdJZt1fZ3O6OX/aeN7GpDPHV6QyfvynpiOSytrZWrx5odZDnksS/4wYP6KlujU3pg9/WyRUWPtPFCNSpzDHpdDpD41A8+2qeSLah09n+SG63263l1ul06tU82gkP5Mku9Xq9+uOnCnTrsLdWNelwuQNNHpaXl+vVENksnTthWzkeHVvp3erqaqyurtZ92Ov14na3u11dtnTla3LbFakE8sZJ75SBzFLZJYdE75ocFiq3OtcjpFldGbgovSNx718J+JRApG+pyTx0/S1+pPTOk5898PaO6j95v1LyJv4cVJfqcH0YxQPL9G1RJHcg9XfTYcVSWd6+cZxG/s+J1PUty5vxM66cjsb5ZzkTExO1IeP2B05GrKPEexZhadIJtinT25LDxjJ99SiTbRZJanJqHSjoOXXOl/ubnGOW4fXz/bgOZUvDJPCmLxFz25J/A4L6Qv2QjvCDm9nZAempbAnPmJQAnkDJxsbG0E2IqsN503M/ROvzE3WPjr9AGR0GRnnZFvLpz0ScW/iMt37RmaAjQD7pzHiE14G5iP1FJ4Kg26PG5Jn8qjxG7p0yO+LjtxQVZz9mP65vmV6qPq4auyxK+UTugPF59rf0x7/d4BiDdbsM2E88u5FtoWUfEaSzLXTGSoEd8SNgLadbOkm+HCuV5O4OgzvB2mpGB0nOhOehLrO/aS84XtUOzjM8A+P94o4ZdZqBFddfylPt1zYxHTLXLX4TExMxOzs75AQdzXf9bjHnwwcqjYlP4ln6EmXAPjO+JYdjFMCjQpecnnF4GweIdjrbH7za2tqKpaWlYnklgMk6XJkzHjQgMp44GAkum0CrDAg/jlMCiByQpXZm1NR3TDOOvCPK+xFH3TqV1c//s8PKnJgzg+8HPr0tWXvpKI9yKEq6yHzaD8p2yJDqkHm3242VlZX6tiCRg27y723I9LhEXlapz70tbENE88cQfQLysli/iOPDedBvRX+yid/zZOdJSjZklPPV0m7SdgBNiIcPH64neG6/GgyGt+TyalnqssojsFV0U3ufCVC4OqKJeXl5Obrd7dURzTU8x0Bg7vvlI7ajo9oPrh+1RRFJRncjhvVWThQpA+UO2gmO5NBxq8X09HRdjuTgVw1Tjlod8S2LbJfLOqPMaRH/LNN/Z84VwZzGJFeCKBfPrzSs34MrDnZJBIr+ITzfQizb4Q4VicA4W8Vhvsxx0jt3KJiez51cf3TWRjqq/pEOUI8lB6Xx8jkufOVRbWYQgIE06hjzUaaSt6/20E7QAVRZmdOrfuFKla940GEUv3o2MzNTvxP4l9x0XooHv5V2ZWUlut1ufXtf5mxxTpSDoyCNVkckj253ewWYfSqeqJdfs5WPEsjSu4jxJs0m0JXlzzzgJtDWRBm4HCfKSOAxigeRJqPsnfKXABGfu9Phg0iDRh6wR4SlzC7fDLSRZKS1tNfkKNAQjALNmexGUQZGS5Q5dSXexwH3Ec3OSxNvPmGNw3+Jlya+HdDKaPP6TNezpaWluOGGG2J5eTkWFxdjaWlp6FDdYDAYukGOeukALpMH+fG/SzIo2Q86BIw2UTakzOCTPzqTfFdyuET8ErA7Xp7W6y850HRMRO2B89EkYKzJdHFxMSJ2rpAmOOc9/upjAQzZU/9An766rO0c0rv19fUaYLPvVldX48iRI0MH4TNQ4CBJz6pq5xpebQPRO9l7OQTePgdxekYSOPLoLPngfEgwxfGm6KgcDAeiOnDOwIzv/Vf/6e/S1iH/Udskc/0QsCpNyaFhGTwMXfpxQCv5Zbyxn71vBoNBfW0yt7a4E0k9dedDz5puQnMZuiy5jcztl2/LY91sh9tItYUrH5SX2sRVCvaTB4lcJyk/tYeOiWSg1QOuVmxtbdXf4aBDEzHsgEgWnDfpTKitsh3kUQGBmZmZoa1srktqj2SuAMbKyspQ2zwgwYAXt1HyQ6CSk48rXkN+4MCBuv26Mlw//OK7LlzygLMcx3FoT5wPesBUJAcz2d8Rw5EhvicwawKDo0B+KV/WhlKeEmgiX+MAVqemD5N5WV6+K3/E8E082quvVRV3Vpw46MjLOA5Dk6xK7RiV91iAuNJnKxGepgmo+8TsPHn/Zw6Nv8/axNs3KP9S2x3UMm1JbqPkybYy8re6uho33XRTLC0t1ZEQ3rmftY9OiMqJaD6H06Q7WfmlMjjB+qqH60UJ7Gdy6Xa79V7f1dXVYlAicxQyhzAbUyX7kgVdsrpb2k0CCdwCxHfUCX7QTuRObMlWu5PAlQwRxwHHh8oQ8NL/5JPlKJ3qyUALI6oCPZyTNQYISkoXVGis00kgYJWMnM/BYFDX7X1CYMwVKAfXdM4c2Asck7IgXOZslFYLKGM6KhlloJ3PspUVyiZbBVGdmWPoKy6ZPXX8pbK8jlFOl9ts8uLOobeR85c7CHQwlYZ2m+98S3LEzlxJHlk3dZz80MFhvRpLvh2JsiaPJTnQvvvYdudawL3pWyXsBzkx4pXjlg5nJq/MOfZ6GECQvogvl40H4yhzD/6NQ3vifMiYZR3S5IToXclbagIso8DI0QJXN/DkdxwgGJFPTuPylTkzfCdDnw0u7V+WEs3MzMTJJ58cp5xyShw5ciS+9KUvxY033jh0W4EbMZ/EOEAznjNQRbmM02Ynd34ceJbKo3xEpS1NTcR0dAay9nh5GUCk7LK2eLvIc2n8ZBGniN1bjbK2NTkhJcdpcXFxCLArX1VVQw6eg24GEggUWC8nr5KOKc84fZc5zvytibfUJ2y/xpoiPkyfyZFljuMoZc5J1oc+sbU0Pm1tbcXKykqsrKzE5ORkTE9PD0U7ZfNmZmZifn4+IqKOPOtDWlxh0OouHQWd2dB2BQIGBtU4TggG5Ej4BO5AW3rArVzSU0VEtfWCOqzAk9JPTU1Fv98f+jqx3ovEl4IHDmi1AiRZKQ8Bu7aHZY6d8ipIRjvJcUw5eXRYf6sNjAbzt+TAw8OUu/NeciR8vmQ61uMA0gGf9E/zi69I0C543R795zMHl5QbwbCe0cYwCk78Jj1nv2aOMfNnTqryOV+s3x12pec48LmN55aIQSN2Vlqy1QU6A6pH25MihrdISX8z26u80i3hMr/OmXquj/7pg6QaT5SJHBT2iVYLdehb6cSHb2OUo6YtbtQN7WAgZlRwTQfae71efRFGxovkp11HanPTlmOnm+18OBjO3pWIE6oUJQOSTtkkzcGaRRg1MXAJLtsTHrEzkLNIJDuRvPtE4b9dLmq/iMonxaenWTLQ4kedPjk5GXNzc3GPe9wjvuu7vis+97nPxXve8544cuTI0LIdDVsWMSoBOQdBo/rYjVYT0CrV5TJ3XWvim5NxU99kxoUH8VV25viIh0z3SmVTFplDkgFU/53xwXKzujNdz9JpguIeZD3nZOP96u32/72PKFPnIdM1Ps8cAvLQ5Ai4Y0M+qXfdbjcOHDgQi4uLceTIkbSNTi5Tju2MHwcSXkbJyW+pmajDfktbBtrGKU9bngikCM5IbqsjhqOJDq58DsgArwNytoUkfnw3geqhfosX1tVEGtcC3MzHVQoHnx6soVOT9QMj2aKm1Y7sp9SmUflKNtv7PeN5XPBVas/R6KQT843LZ9ZfpTk2e+aOTVZvyYFrwo9NzldWJp0J/Z/N2aRR+qWy3YlsKiNLz3FG3S/Vm8m2Kb1jA8pf87TeEcu43GQv2DdcQfG66TgeLe3pmY/SgNW7EhiP2C3spnLc6WA01jsgIl8KKkUXvS1NoI5A2stwx2pUBJ2OENtB+VABMidEyqOolg5Bymt25cl+O48ZqGT9WZsc9GUA2NvD+jM9osIT9GqA6WyBg3TKOWtHxrPz2CQj/s2lS5KDddcH58cnXRkHtsX1T7yV+snzRkR9fZ8igxn4ZdtZpk/QJUDubXP5uVPX1FcO6sexNxkPepY5R/5+c3Oz3qfvbW5yNKmjPtE4n16n8ngavm/PfIwmRTPlYHIFb3NzM6anp+uInc6DROyMI11Tq/5dW1ur90bLnqpfl5eXd0V93cnWWZOI2HUbFAE4t6GI7+yDfQwKdDrbEVet1Gg88yNsPn9pJYgkHvx7KKybYMTPfEi+uiWPZSmNIsp0oBSpJn8Eavo725pNPjKno9Pp1KsvfKYtY8QJ6lvfAsf6KAe9y2xIFthTGs7XJAJBLzNzNN1Ol+wT7XzE8CF2AmSlFQ8q0+WQORh+9W7m+LBPZc84f7lsOb9n/crfysMxJV1UH5F/Xylg3SyTcqf+V1VVn23S+S/pmsagVl64OiJboCu5VbbS8kpf6hi/Xt7pdOrxxTMfshdaTVlZWanzCJ9MT0/vwtAeKGP/UBeJZSRr8Scbc6sdOFdj9XcT+SRNcOAORFN9WXl8R6G5x3ksVOJZVIrei4/sFiQvo+k5B2+T4ybDv7S0FJ///OdjaWkpjhw5EgcPHqyjfxyEbuCySFNW7yhQV0rv/7ti8z1l4YeHSe7VZzy4Q6K/S+mdB04W3PqWtT1rU8nRcFDpE1wTefk+uXlb/JDf1NRUzM/P14dxeetHExhnee5EECxxQsucUW+rP8/awrTOXybbJkcmczQ5TjlWFhcXo9Pp7AIZTbru8tazUuDE87vOkuemyGxLO5RtMeXY73a79ZY66b/GkZ9tUHkE8RxzciYIWlme9HFycrK+HcvBnYBYBlT9XKSAJMEiz/9JXyN25lfqmpwClUWiM+Sgy6PjBHqSA0Ely/I2ebnU74xoR905b4rANpXtQJN2y/PR/ki+7oy5fLKAjnTQ28MoNLcwlWRB/twWs16BTpYpXsUHy+KWPo6dTGZsm0f8WQ8dPNclpXNgz35gXp+Xu93ukL0mLx4YdmeI/NM+l4JvziO3FYoXOdKDwU5QmQfXJWNdusAdKWqfj031Becf9Su3dVIHfM7V/woW0A762HEnn5Q51Wort8KNolvsql1R5on730xbAiGjqDSJl+rwv5vKVLpMab2Dm+ouHXYt5XPHgPXTwHBQyQO/7rrr4vDhwzEYDOp9z74fzyeYTE6j5JW9HydPFhFi+pKD4u9Vxqhteg5cMyrpg0fGMmCodBzQ/r7URi87owxwO5Bqys+IBsv0g2/jjLtsC5obaOrVKBnI+NEwZ/1FI8oILfeuex+WHGp3RBQF5STBidT1q1Su2uo6y5UQb4+TA4kMHJZASUs71O1264s3Op3O0M0sPl64IhGxM9kL0E9MTMTc3Fx9ZsIj4wICGlOq2/vXba07HDwv4qvhBIIO+mXnefUl04o/DwxEDF87rbmEeuxAkgeH9UOnW+WJf5cVQaPSKwrtbfIousuTzzMnk+kocweoLi/vL6WVTjAinjk07lgSiLo83S7rfek8CG0rnWXlc6xA++WrE3SS1W985zLKdCQjvnOdd2fDHbas7KqqageDfKgPlJeOE8/50EGhzrojybMn1EN30PjbnU9ee8vAPMed9N2dU70T7+wfjmWOuU6nUzsycgBWVlbqejkmI4Y/wCjdpAOkNJIx5UZ+eWapdN62ifbE+XCwGdG8lankYHiepnKzcpqciSbA5+nogTIPo0CZgWviTfnG4cPbqnMca2trQxGziN1Lj5r8VlZW6oNJ8ozdK82MlA/8jE8H1t4mNyZO4zqGTTyQRh2yHmclgWV73d5OTtoaoBmwLPHsOkFj7/VKriXHVfmaHDA6zwLBm5ubsbS0lN5g4eVxAvVy+dvblTlhmQ3wdATunsefNzke5CPj2/niUnJ2ENeBhOtFRLMjPMruldIfTR0t7VC3260dhfX19VhcXNw1xrVawWvJ3VZqPMzPz6eR4IioV1DW19eHrqgkOJH+sh8ZAeV9/Fy1cb1XXt86o68ha9uQtmt5NJpgRqCM23IcmEoP1R5G0p24XYuOFG0Wy6fT5n3jB/c5X5F/Okr+zOXG7ZN0gDjvsR4H9AyKeCBP6emYMFDA86Zeh9tOyt+dxcxhyeZyzk8uW++P0o/a4Ltb6Mi6E+bOBWXIdMrvToj0QnaO+qexoTpp+9l+jWH2NXlz54OOivpHbealBtw6qPR0vMXT1tZWvf2KjhDlWNoRw4Agxy/lLqJshPMGg0GNE+msUN46u9br9epPPlRVNXSduPqE3xNRkM7HDB3DcWnPDpxnoNqBh4TF30zr5J1aqtvTszwBNymJ53EjJaMu7zUDPgT6JV5KvI6KFmTy6XQ69b5CDUi2yUnKR/JJ042XlNANauZwlPrU6/K/s3Kd71Jdpb4b5ciUJiGlyep3Q50B84h8Cb8ELN2xoy5l/U7eZMhLed1ZzpwR6o0DIebjJFoaKywvc1S8rEweLNPHsIOHzIGlzDkpl3Si5MB4vU11uay8PvaTR4ma7KP/XxpbnBSa7EhL20Rdpuz5PYxsTGVbEEpAMQOUdFI1Nnz8y3EgiHHdcxBI0EnA5kCI81OTk0oAze/3eHscLMtBIQBV/T6GCEJLbfQ0rttZsI28ZvLytJ6uqQx/zvEmXlyu7ghk/Hv/ZfKgLfO2UwbugEjnPC3TZ+1zZ85l6Hma3lNWSkN9zOTi70p8MG82Vl1eBOnj2ErJj3Y9kx8dGjrnGbYryTOTW4moL2p7dskD+700T2X4RG3PMDbbrLLJQ7fb3RWsKM37Ge3ZmQ8Hhxmwy7zupnJFbLRP0CWAwzQyFhmYdvJIcAakRgFgBx8ZUGFa/99lORgM4siRI0P78ikTX3LN2pUZMI/SUFk5EWR96tGOjLK2+d+lsvU762fm9b9LRiDjrQkIqwxFBAkeu93tw6gnnXRSHDx4sF5BIOhwOWZOWBM/GSB3okPhROeB9WfjwMskz6Wx6hMyefUtI+OSG3zV4VuWHMhz6Zf6wGgMZUj+svFNGZXAJtNRnuK71P5xHA7x1ZS+pdGk6yd1vaXGytzcXH1jFSOFGte93vaHAtWX+hAsI/46/6ED6LOzs/UhT369fDDY+cDr5ORkzM7O1mlE3e7wvm2CG0ZKVRb/1zWeDAAwMqx2EBBq/tBhdG4xU+RTv31L0tbW9vW9g8Eg5ufnY3Z2dheYpgNCfeUqB50c2inxQL6Y3kEUxwnlRjumdA4qff4izyKvx//WfOvBCzpUtA3qH/3v9XNLm3hU+9WvmdPsh8QzB4tA1ttAfhjYVLpsFcEdKILgEvDPcIM7XHxGfr1Nity7Q65xQXmwTK5E6L1fH+vjotPZ3tKu63H1I1sgvS3pk+Yid9T1N+vjfOp8bmxs1FuqVLb6RLxEDG915IcbPXilvvDrsGlPPCjNQIX4m52drW3areZ8sDIpKoGsg2n9zrasOOjOys7KagKSbkhGTd5SKFKTw5KVVUrjQMX3tpc6jffSO2h0Yxqx2yP26EEG5uhocJC6cpOyqA0NVhNoysB21n7XlSYq9S+BeEbOt9qWRbgki5mZmfiWb/mW+PjHPz70EUcHsd7WDPhLjqUVvswRJhDhioaPF7U/mzw5SdMYleSY8Zc5MTT2mcwpb+4b9WhjBgao9x79y8p3XjUhebrMkSqNRx8nLmvnu2Tj1H4vI3OARzmvLY0mn/hpWyJ2ryjqbxIdUo84inxVejAY1M4HAXoTuU6W9IO22wNK/j+jxIzY6kc8l9ru0VURASj3lju49rFainY31V0Kdo0KhDXlK415B4vko8RjBj5H8U7yQAjzUUayY9m7Es8E6CV+s/KzeT6TA+st9Z/eZ7ikpHcs08uho8B0HA++NcvnBfJR4oFOl5M7N95els2xlpV3tHaeZWW42bdoZeVTjko3Tr2ya063mvORAVNGG5wZd1D0rOSA8F02mZOPkiNQArUlB8XLLIFHL4/kgDkD3yUnreRYZIDH21YyLFke8jTKeJeo5FSUZNr0LCs3O3Cr/CVHtameDDCWHK9SmVtbW7G4uBj/+I//WF/RyXEwavC5HtMgNDnVTSCUMmI00fO4kcnAb/Z/xLAOjmqry1MTgTtJXgZ1lNu6RjnpmcNLx2pU4IEBgWyMsd3Mo/20zp87dtQxlSmZNsmNcmea9szHaBoMBkPXpmof9MrKSmxsbMT09HQdPSVQ8fMec3NzETH8ET+Nnf3790en0xlaFfEtTN3uztkTP4DK6KJ/rEzlcE4QXzr4LgCwtbVVnzMRmGB61edlDQaD+gpgd/59rIs/HaTXNcUiRs0JKLkyubGxMXQeRsSD0I4lSgEGvRe/XJEqgTvl4XtF9bPzJ16G0jWtHog/AULxrhUd36rG9hAL6L3OBHkfZQA544UOaOYsu1zEewmQknf2DXXP7Vd23tRX7NknBOlaRVQ9vrLOQIAi+GyzBwy63W59zS1xGJ0zH+fqF5XvK4KUi+wEx6P6zlciq2rn4LmvQLIdWrmdnJyMhYWFIbnpTAp56vf70e12h66/1Sot+ZKOciywvyQr9qU+RKi2S4ZqB8+iNdGebLtq8n4yYNr0v/I0gVjPlwGSUc5CltbTuwPUxLvzPzExMbS1wx2HjP+sDVk9o9ruhqXkWEjplJ4R9IwPJ+8jb0eJz5Kz6emztni52fOSLpSIKzwRebST1O1uf6H3xhtvLPLneltyxkp9nE0ABATZxEBDLKPgRtrHamnblvI4v5nhl+xo7Eh0VEpOBP8f9dwnDe+7TH+b2kRqiv4IpLCsTGfdqWT7uUWypHeZw5XJpaVmUj/oDJ/6RJO1HAICFG5/ElDp9/sRsXOIlU6FtlixTt8jzS8JiwdO8AIHWQBP9fj8oC+263ZDAS+CPzr5fmjWV0R4W4541w8dMwEw/0K4fnOs6n8/uOv79D1q78A/s38EqgJQPiZKB91VFoEux6DLXmlUptteAjDPxyh/yUaV5Oa2lf2SBTmyesQjbY7LgjwTGFNWajPPP7n9o+41BTIzO19aZVG5/qO+YBvZdsqIwQC1hSsFdDQ4BujwqGz/HojLQDLiHEB95ZxMfWe/+gUYxEJ0gJjHg4/uSMvxp5Pt/aEyuctGbWY79V0RlcV2sA9G0S3ykUEH76JRINrLUYMdHPlkTHDPdxzkmUCyCbwEijLHIwPfeq+JQFeYOW9NzojS0Bgwna+qeJs9mpwZO048fO+Ah8bet8p5mgzYZX1U0pPMOXHZZf87jQJm1CkamtIqi+sS6yCYzIxRRq4/Du6bolOq2ycnr5P64ePJ9btpjIgnyiUDx9PT0zEzMxM33njj0OQnsFEaMyyTv6nnnDQdhI0qN5Nb1jb2BflVO7xNXm9pxYT/R+w+e0XiuGxyklrHYzxSxFTRRn1UT7r0/7P3Jz2yJcl5Pm4RkfPNqupmcwAISdBKi99G4IJLARKgr6wPIGghkAttBAECKAqi2GwO1UPde3MeIv6Li+fEc94wP5H1rytuOh1IZOYZ3M3Nzc3f13w4HL1rm7I/pI3w4SYICXL8vL8dUrUnJMwcUI5JgK8zG+PoY67bTjDqCGaCMO6TJ2TF69xJCQAN9Diy2PVGF34nl16Rv/eTeNbE9U/Ck2WR3DddVuZl4Jbk3nU0kDNpc/1TLut0NAvh/zsflzpLPebzJjMdUUh98D71y9mTTu9Zd+6njk1KsmzL+JY8O2Jhuak/faE7ZMHRd7c3MnYzR7aP1Nn5+fkBKTIpT7vEdrx3xJip05PbJwMHzOIxK8rJfNm3sz3p41U17XerqtkszGazmS3nt06wRfxQEqH1+sveOMtvf/fWWfmvetRugmunEXg89mzVuDJ2wh2TY/A5JsdbwOzSencDUQYMNimOUjqNdEijyARG3Dl+s/GUMXXu35SXgDwdhjtI58BGYDj/Xmr/rr3I005+iZz4WtfGdO4EeUuAsIv2oxP/rurBOkfhZR3JD8eYjiDzHunJulp6NkG037N+1ut9xMjvZX157+Hh4eAbA9hiEuWur3ZyZD52flm3bEvKzXKSNHaE0YSJ/4+RGxN+R9MzjeQnf0fyfN3v0hfe03LK9eAfPnyYBmZsdrv9suzo6upq8qUGPZAXBlfaCHBB2zCIr9fraaM7ZeNbICDr9bqur6+nPoad+gvEHA9MhBGfwqZXgNbJycn0NWRvNnXAjnogP2SMpRkGPx2YBYy4HNs7dsn79jHoyW1ydnZ2cASwZeW3+4KJlftWgvYkEh4zfd+/vUTt2Cy4Uz5jOdLnWrfWm2dEnTLPJJiWvSu/A8yuS+IMZLG8WX/7844QdrpaIhMpl2W2jtz+VTXbHG0f7v7m8o0HeaeqDmY5q+bYh3I8Q+lN4RlU4l3K8RHW/ohpyoEf8bhA/nwA2CsKvOyvwwv2bXd3d/X09FQXFxf1zTffTISI8R9fkCTx5ORkCqCbXIBVIGZc2+12syDNW9JX2fOxdD1JCdf8XkbU/cwSScnn8t2rq6vabrez7xnkYG55lwhIBwBzBsKAzPl3S1VST115S8Qh69/9n6DN8ubA3MmTZRqwplxdezmPlDnL7AhcPt85dlJnQ352BH5HciGHB9lO90vJuu/0lu2bOsyofL5vOQxekxiMCNiojUZlLdmDbayrq+uSMruMjNr62WO67v7OOvhe2rOfty2lDkbtQsqBiTxct5HsnZ+xvtPHvKdxcvtVzf1zRjo9sK9Wq/aQD57P6H9GR338roFtkhvbvCPrDPTISqIuOWOBTVbtSXC3fMogLIFyRp9dR8g49kdfN3hCNuqYkXmDymP9IUGcdZ+pC/5kHTrCkc9lNDrbeiklYcs8chYgAbb10MngfNJ/dUShIw4uO4lIp6+sf+rZZKBL2Sf8btava4+sYxec477xl/vX6HnkrzoMqhHgHBE56/AtmHHkrz3+2zfwnvsX5JTf2Td5NskQRKHq8Ps71leHA/FB9k1ZPrIZe1iXx9JXW3Z1DOBQoQQ8OMrueua3VF7XuJ8/f66quTJGwLeTs5PFeXSR1aynn3sLUUsgmjKPAL6deRoxqdsgzPMGkaN0rMONgP+ozh0AZ5rP97p6d2ByCaRaVyP9ZefNehj8jUhWB8w7QM51O4AEGtZ3N+hkflV1UE4eN+s8OpB8rC847Xa7A9CT9XBd8lqWTZ4pI/eW2hZ9d/nmYJaDQke+0nfls1051l1+dCn7c1enrG9HSLs6vac+3d3d1fX19fSNJI6WZUD1xkivh95sNvX4+Fj39/ctGCJtt9vp6M2rq6s6Ozurm5ub+vTpU52dndUf/MEfTPtNur1W5OdI7na7nT74xYZ4l83mzyQ2uXyCqCTRSDaVe9mGN7put9vpo2i2L0d62RfCTJD3fjCTwXte+2/ShO5zwy4/RHkToJuwUD/qzv8AoPPz89nMZgfukSEJU8rTEde85r08bucE7Cm7gRwyIFMG4HgG//Bj+r/JZsqwRA4MtAHl9k1p010glvcduc86W9fW7W63m33N23lludipl7vT31PfJuMskeTHZAYZkdnyuX90RB8dvby81Hq937TtWRQf22t9Pz8/T7JDujhO23qm7Kenp3p6epr5NPrR5eXlFIRHTw8PD7PZ/VyKST8kYd/MWOYsjHGnl3wdS19lw3kape9VLUdPO2Bkh7MEflKOfG8ErrKckayZd3e9q8sIGKacVYcgMJ1KJ/9bwHASIxsuTgxZcgZnBPJGeup0w0Dete8oX+Tysq6sc+bVgbJuiZR1lWlUl9xY6IiR29x7BEYgPVNuunT52R4jfaW8WWdSRiqQqetfxwB3kqqUsxswR/2mq4vbqSNsnc1THwMal3tsDxR1cXlL+nXf8bO5hh/b8ADr/pD+x9PhHpTcRlx7X3Z1PNlOPR50kWFfrzrc3JwpxxiDWPwAYGC0fNG+JH169jFk9Pn9uaw4bTZBGfnbLxswdcDWALoDp9SbH9fDgBq5uuh2pozMj8aXJFvZp/L5TEvyJBnprrueObNrubI+SYpsB7kHh+Tx0To9FmV2/UbkYzQ2dpHsJZ0BtF3fJfk6suf3rB/jFut6RBaWUga4OiLsuqasfg5SlmTLZMlydf1uJGP2Jfq7AwI815HJqv3yqe12OztND7lzPwdjkANfLy8vsz5Mf0xd8UzOWI7S/5MN51TmGGlIYGjnYZDT5e1nuz0IHQFImTrwTUN3co+IhAEo13l+1LET7JFPAiDnmSAn92aQMpqeMvheVc2m+I85eYPsDnxZhq6uHQnNMs2sj5GWY22fS96cOqfVgfEEuaPUAf9OVwkm3aE7oOm8DLLTdka/s45JeDqbH5ES6zIJ65LsaSud7sjf9epAhu3X/WI08KRMHhxzzW++48BKJ+9SWq/3s7oJZFMm9Om87Z/eycaPT4whj4+PMzDjWQLag4ip14FzyhXv8iyzI47Cbrdfopynp6f185///ODEGmZWGNxzgLY/v7y8nJFPyrUdePYgv7JOXt5PwkZ1ZkCQ12A2jwKmrkRfLd9qNd8zgm2jxzzOkzq6vgZyfj/rXbUcODSQMpYgMrzZHB5d6nIzeuvyE4Am2LKM3RGj6M35uA1dpu3DYC5B5jHy1pEm1yevZft0QDZ9rEkLz+dJUPhmxqwRIUk9d3kZKLtfOVBFf6Q8bIbZvyyX9xlL1uv1dByy6+p+DgFgNtMnW2XfcaLNmZEhL7eJg2Wpb2Zu2TeG3jabTV1eXs7se73+cjw4/Z2+4D0bDorZ9vAPHKdLGzIWGiuSp0nzkl1m+qrko6oOGsKda0RIMnragYtusKa8qj0INRmoqiny1IHLzqGNmGrWz6kDYtkxjwHvBJJdedzrojzUOYF2B8yWQGO+04Ht1CWp2z+SdRnlYRDZye/kATPlS0ff2VEnS9pcJ/OIkHR7HKyXEbFxnl19DFhzQOhs144sbcvLozJ1hLeTv6tLtl3qeGQrS+mY/WWEsdPFiLymr/GzDkIg74hsdv3PeXaRK9/v6pqpCzJk4OA9LaccPA2M0GEuVzBgTXILWPUxszkzwalQJtSOHnaRQQAOACBn0bp+b39hcmViwT3AGWOEwSz1p37W0fn5eZ2ens4AEcuzvHTJgNk6Mri1TPYfjnp3Y6eJCu1ovRmQ29+g96qaloVZBstsObu/Oz8M0fJhAzn22Ie77xogd3og+uwIdxfI7MCebcU6Sr/OMx35sE6TKFr3yNmVl/c8VmQwdKRzdJs2UjU/+tqE2rbFEr4RsbJvxRYA8rSTl2vyw7Im+kUuJUyiTb05tapri669SdTVX1nHT0DMvIGcwInzziBF6r9qH2zwbC3+wyducagGz/nr5m8lIF+NfOQgTwPlQIyA/j0ChZmfgXwOwhkR9Rp0l5Egl/yS5CzVrwMMCR47MpLkoANkXd4dsOuSwTNOMXXYbaDOwdD6yGn/kX66NALrzitlSQebIJq6Zdt2eeP87Pi659Fdp4O81unVz3e23NU1dZn2krZkHaU+cn3z0vOjfubrSXj97jH7JS31oWOEZETQUtYu/xH5qtrb1mi52IjQuC3sqNO2vFfJeeVA1NXDgzzg189l331Px5MBtYFJN1YZ+NjOTf74pgc/CdC6TZsGHKvV/sQo8jZQZADvABsAiATQsPwAAY81RGo9K5KyeHxKsA2Id/TafSyXCfmbJv6iO/cSXKU9J8hFr6PZa8vtfp75eSOxgT76znf9rAFVt4TMtoDMSTjI0/V33i4jfUcSMf9eIh+dTlO/nQ9y23BtFCTpfJuJrctyf3lLYqzvZgmTmGMDzJy5HqPToSDJLs/PuM+lP4Z8eyYjbdSk33W2Xk3QXLZnYJDdZGsUVOM6p+p1+k7it9ls6sOHD5OukDHHSeeT5bMPLPNfSl/tqF2E88ZlC5/A/xjZ8DNVh9EP7ttxuKy35J+EoQO6KQepG8RsoKP6O790eJbZnT6JSDrEbq26iRllJFhfIgcpj/NZAtGZVzc7Yb109485PHfevGaAlqTJf4/somtTO7ludod7KYf1QV2XAGRHbqzjvDciXSO9dnXPfmk5XO/z8/P6xS9+Ub/61a9mz4/6oq9190f674jH0tK57Esjwlh1OHB74Hd5+b7tiC/jpr6cb+ol+17nC3LDvgcmA563Ev/3tI/iQQr9XQ+SZyOse0B6jinkB6gH2LBEoYvCcgy1Z0wyusmMCXI+PT1NG6efn5/r/v5+RiIom3d3u910LCezFev1egIhJhOPj4+12Wzq+vp6qgf5JUEg8guhMJgBhJEAL8yMMNuQ/YMoao5hCVbzHuDSQCv7N/IlUGJDLtHijP6mz0Ruz04kccmyAIh53f3foNl5LhEo9/kuKp7PZ0oi5edTf8YetGcSiSRWOV7TZi4/3+8IRNaxar6Z3/ZoQJwk+PT0dCIFJtkcXU2y/T4+Ps5m97xc8/T0dDpatgvyoR9s2odWeGM3ZWYdbeevr69T/yHogC/hb7c/cvAu9z0jlN83yX5zdnY2BT44otdtPMIr+Et8HO31z7rnA2GT4TtRiXT+mQ9pCbh0y1P8Xl63ojFmzkrvOm0Skq6MBN4JUpZkGxExnl+v9zM3I1CVTHqkAxvn0v2sq/PsovBL8i8l9JTkLGXrjL6zHV8bAfslYOzykrBlfXnPztbXM//Ux1vJwKjNvX/Az2cberAYkdcO1JtQ5CD1+PhY//RP/zQb9LuUAYi0KcvdkafMi76Q10nuw26/ERFLUp968rOOaKL7XG/rQSTbIO3yGJFIHeXsrXX3vgfkxycPqN3/CRrTN3lgd0rwmW1mwEa5gDzesz0YpGef6Wzf8ufaeuwtwUpXdwiX6zoCErZ56w3/5eVYKTN1ydThhg60+n8/k+/w3DFgbnk6UpHX3A5pT5bP5Rqod+V35dlO8t0OtHf1z3KOpVGAo3t/VHZXPs93uLDTyVJ52UdddvebcvPZLKPrs+6nWb8RWc5n/D/9qiOjLoNxtrP3qj1OyDp4/If45HiWiX7f2RfvpV7zm2VZv7ekr/qdD7PGfMYKIGUEIPPrHJRZmZkXyUBh1JEy2dAsfwfsurqPwK3BUEYTYMl5b1T3/D83sqYsfs9AyTqs6gFTp7dk+p7GT/lyME39kjojTVKShp/1zzIzJUnsrpnsOb9jKeuU7yQhSXCfznikQ7dtlp1t4P1N+U5H6DrnZDmdB8s8Rrqsmi85oB+5XEd5OtlcnySp7tu8k2Qi6+22HQ1+7qc47FH/GpGYrvwsz/Vw3zgmn8ulrLfY5+97ImKIzq+vr2dRQds6esav+dCL7hp+nLXVXoudm5yJSgLK3R9oSyKbHgO4VrXfZOv7r6+vs82j3hg+mq1IAO1xh3XstvHLy8tpfTdR/aq5r1mv19MsDaSD+ht8+Sd9S+qDv+1PAD3r9X65jA8IcF/J+nbr3JHdS2+47k3ovud2TdvBVpDBv/O5Tsa8Zz/quiXecYIAO3V19/NVh0uBMuhGvdw+Cbpd3yTTbt8O69i/omfyyNkkZHX+XvpkHWEz/O6CCdzzZur1er4M0s+y5JHrSVa9PIprvE85ntFBdvqN+z36PTs7q9PT02nT+Xq9nh2S4XEK+VznzWZTFxcXtdvtphkZ9Pj4+Fi3t7dVVdN+NY9tPn7X/sW+wNg5PzY8Sv9PTrsaDYw5UBuU2riXQKVBQoIgX88O1D07AqVOCQYS2LtzeorN4CuX2/jc95TF4N9yuSwDshHwsZwdy0+Qn8l1SHDXgfWqw2VJdK5Of0tkx+90UWN0av29JXXti9yWzc93/48IgweeEThNoO7/rRvPSiDjiAQnoO+IWDegdBEX5+880l67/pRR0tTHavVl+dbj4+NkX5mScNiGRgN5p4uOaJOyH5nIUV76pwQhmXfXhqT0Tbk0MH2i28G6c35vjS79PicPiF5+AHDp2qpLCSC4luALG6qaAy6DqQyyGdQgTx5/WXUIIFM+5+3+ncDIdt3py/tGuvqRL3LbbhNMZ198i45JjgiTV/rDUf7ulyPQvVR+yu/79gnH8h4FOo7JckzeLkiRZf5Y/+CAosvu/FISp7emJZ2a+HT2DE5Im3A9k+D6mu21S52+lvAspMj+O0lYypYkpnuO1H3gj3JNeDr8mP3UY1RX1m63mzaqe5mq276re1X/Pau3Bsa+Cvno1kpaGFI6vmSoTlQ8ld+Vke/YkCk3U4LGLL8DV64D6+uSgJASQDilMZn5V9Usep268qkKCeQN9pacby4XGenIdUow3D3vjjgC8h0QpP4eYDrQCLmzU8pyOsfcETPbYkbXLFvaRpc/19LZeKDq6mzZ8lnLxP+86+Ry30LEOr0u1a17xvJRLjbbAXW/g4PzssckCvl+d380IIz2EOVBC0kCu/q5zBxYckB0G1gfSSZMfLjG787+/Exef0/LyW3AWLJa7T/q5w3ouR9kvV5P0UnbxG63X0e9Wq0mO16vv0RKva/DUUfyzC+XO4I6GrM6AOCIrde2U08AiqO12+2XozeJbmJHjpw62ostdsvMsHs/Z7k6cteNhUsEJfunfaXBVz6XINN91MB2Ccim7r33g7yPAe8cF0bEAHlThgT8qWvnlfesow4DJF4bEU/yJuXpU8fKS9/V2bL3CXT24fZKfRh7+R4nQ9FHcnzONrRPJ6/cH2KCQb2Qm9kA19H+xTac9sbf/g5HEr2np6fZiVfYYjemVNW054t29bPI6q+eUxaHY1hnyEBeq9X+Y6ck6mr/eix9lY8MIlxGXq0Ub2TjWmeYvmfHPXIQeQpBKrMjGZ1jSpmSyOT1LG9UrwRMCZzsUD34OH/0lpHlBPqum9/NSNAInGd+SeQStKWuR3UapWz/0bMu1zNbSwRuKb+UrZPzx0RIPMNlfee+nbekETBOosnf3HNbdQA87aDrf90zSf5HfaWqDzykzfLVaJ7vku02iXb+nYTaJAMZ0w84n04H6WtSvy7fYKtq7088E9qRn9SRbZF8O3/G++97Po4nBmoIL78dUAG8s2HSwY38boP7B8fPciIOZIUN16+vr7PNm2y+zmAbxIdr2YdGvsOAlSN6E1CSf9V+tr0L3nDv/Px82pzrr0PneGCfluvKkc3yGVimf0pi1+mBe0k+XNckWzxvn2wga1lJo7HR5OMY4XBe2V6Zv20gn8+6p067PJJMdeP0kqwsb+r2+dhus52WiFu+n+Skav4tma4+Jo+pP57ryuJvbyTnWjeGkk+WZ3vPYJQ3kyf56Gy7qz/XIRdJcCAF9FNkIDiSdaOPrVaraZO67cYkIpfjE8jw0lTu409PT09nvhGiBs7PY35H6avs+bCy0ng7gJLGkg7WgwPvjDqQBwQD5a6DdsTDHacDdt0gn45xNED4epKKDvh0ILqTbZRfDhIdEBttyub9pcHOeXfOpiMmI/LiiEUHzEZgr9v8zrPfffddVVX98MMPLbGwfjsQ3W3w9JnX6NRypu0dS11bOW8GTNcvn3Pq+sVbSFyWm04Ip9otezOA6IgS+VrPzjeJBakDUB0gy3bsgHpV/9GrjgB0QMEy0eZdX/Q1v++Bx04++4CJxFtJ43t6W8rN10T06H95MguDr4Fr1XIQJfcHJthJu0gyhI/hvsG9x7GcTXGZ/rieT7zxWOwyck22SRk2mEEHgx3L1oEs/3RBtRw/uZZgqEsGULyffTHH/9Vq/00Oy9mB/hEwdL7duL0kr/1qyvmWPDq95v3uecow9uqSTxpbIjgpd+q4048JZ8q6RJKWyiclcaBf58lpxh4822EIl+d+nB81zDEPgJ/kOLGc65VjO7KZWFg33QoMEzTv9/I9bJ9xzH4h8a59EUGNrn8k9qz6sleEd98aGPsqMx9VvYEYBFdV68yTNJDcaUg84/wS5ObzljNBVzam5e7+9ns2IgNQyujAfPd3RmctV+e4/K43x3Yb3bola93z2XEM5DyApF6tB3fw7CgJtrLzpuzWCf/nM0msNpvNtGnK9fNMSYLbBK0d8TK44F0TphxER0SJlCSM5KV2ne6c0r6c38guKdspo/X8bSCQ9adfWqd+L/sU7/CTdjQiTy7H+VmvHkQYMJcIdHe9G+RSTgOwrl+nzh086YBUkrn0SUk2rFva5J2EHE9E8YnY3d3d1evra93c3NTr62v97Gc/q2+//XbS5Xa7rdvb23p+fq6Li4tpaUFHTmmn7uvi/oIxzyMHvomBupvNzuUQbHKmPGxntVrNllH5KE4DD+dNHe3nLy4upi8bJxkzwcmlFshAvg6gZP/scMFIf28BL9SzWx6S+luv50cCAywTKI/8pK9lcMjjbCej/Z7BInmRT94zEeTHxLKTD51SbkfGMkiTgRV0mu91vxNId2A5N17zvO0vMeBoXMg9Pw6Qcc8f/rNM9MvOd3q8s116by57GzLY4O98WD+pD1ISprz2/Pw8Hd5gfMEyqvV6PdtMzj30beLBXjcf/OBxx21JYAE/8PDwMK1S6NocuelrFxcXtVqt6uHhoT59+nTQdl16+3qQUQbrw48IVvVg2Z3Iz5hpct8RKje6DdAOZ+SwughzdoTOEHjW7NAd2o3pvFymG3lp6s+Rhg7EOmXjm1xYHrN0J4P9LmrXObYEw/7t6TnLlCA838//XYbXTVsGs3onyuQcbzttOmxGQ2yDS7bjdnakuot+cZ8119nmSbo7XaTNuZx0fvlc2rFBQTon627UFjiijnj6b/df59HZTdd+3SA2Ksf+I+vjdiFy0+k4+2z6JNuvBxD36y6PJM1ZFztx22gCB9fBoMyE+T0dTwY3VYfr4jv/SL8xYe4imJkAA4xd6VM6f25SeyxC2gEZl23AZpnT9vy365dgb3S9Gx87eew7k4AcG2MSeLktcvzOOuXzvpeyp47zXdtBltGV6/SW4ED6Nf/9Fh3mvcw7bd3j2KjMfL6TcZS6PpM/3b0RsRnpdlS2fy+lrmzXO8fsTJ0/z2c7PPlWuWyXJlbWn/vIMbukTp75rdqPhUv7bHk/2962hIzegP+W9FU2nDNIVh2eikOkJyN5Tgmg/H73DP87MuPorx1x5olyOgCWe1YMYLNuAFj/nXK742bUtAN96DIdjcuyIViX2WkyAuHUAeBuGi4jsEuJZ0ft5+R7bi/XGyDrNf9Jtrrys64d+ExHWNWf5oQsWaeufNc9ZaQeKVv2CTpy6nyky5Gz4J51krKN2ta2/PDwMOtLBthpa11eWX62O3m6r3a2bdn8boLx1CdtPALurkseqEDKo4u7fpCyJoGgnn7fbeBZtBx40h+RunXZ7+kwdWMPR+5uNpuDj2NBtv0hwap9e5gsrtfr2Qf+vF6btc9JKr2JnR+DA8+KQGSq9kdg8pE8E35Ojzs5OZn2lpCvj87FxliCBLElckqZpASB6Qspk/vUAd06KJBgKAMN1IUoLM+QT/ow3vezCcw8fttHUAZ6IG8vdTG48/8Z/KPeqbusI/kmaUgfn/2f/D0mdu1BHl0QBN04ALfkP0ZksSMF9klJ7mi/Th/5fNYncR4y+xkTKWw5j9W1rt0OOavk50nMlnlGhGeMryz7brebzYR4nLMcrhcyMQPJ8y8vL9O+MR9mkW1n4O9+sV6vZzO+/miqdY5tbTZfjuOl3uTl5Veur/e8EXC5uLioq6urekv6qhvOO2DI4Nqteeb9fN7O+i2g1++SMkLs59158n0TmqoxqE+QlLK+BThaPsvrzpX6MxHJvHPdvss3ADYgy/pY/04j0Ob/kaHqi/6JnOf3IbL9E1hZF3bo2Q4Gyk7Wk8vwINkRlVFKHVKG9ZD1yb+zXZyv8+j0k+85b7erwbbzzUh95mFZqupgwHhrVMkgPgmJ9Z8kxIOc+xtt2O3zSZ1ah84/iU/2u04Hx+rZ6Tl1wL2cJfOyqVwWmb6paxt08tZ1tb/PySDfbcU1A/7cZ2j7MBAkeTCmPfztpqqaEZgkAKOU9p2+OMcZAPtut5stzUg7cb3528um0k+5jimb+/EIQCbIzmdG15KU0T/c1xMAezxz/bIeznsUWc/7zqsrN1Pn5zsS5+e7PFN/1pnfsT9zvh7jrMvU8bHUjZFdPXy9Gy/eMpakLlKGjvh4rMi8OztzuyaZTfJB/+jqkfaGXeaY1NU/25N88EP0W/wTWIpns8+l3H7OebAssyNMGXRwHZYwuPN+fd1/nf0t6at+4bwDRKSuUXLQTvCQUcJOCVku1xKILxGTEQEZXevqkICpah6V6YhJ5tWBEQM3G0lGA7JeBjkmOCYzCYxMIDtikfUcEUn+v7i4qO+++67+8R//cWbcqVuXPSI92cbu6JmndeF73UwV97MOvpckomu/dGhVcyCT5HxEKhyBTyCaIJ7r5OujAbnXbVQ7Rro6YOA8O3l2u8NTbAB4CdZHbe0yOn110bocrGyDBoinp6ezI0X9LHU06BnNhNgODHqoW87UdeCMfEbtkiAvB6339LaUx00y0HoDqWcWqubLSLEPBtS7u7uD2QlmBzkBxjMtVTWVhy10ZZPSXlarVTsD43tV+9k5H9WJ7QAEDDi9Hp9yk4Qgm2VPu8y/nQAkub7csmy323p8fJyVY5vv2oJ7CQCT8FAvl2/C5b7LfZ7vCIh1nwQjcU4SBd+zLhLUOiXe6fTgPHieZ0btkmSqy8v/L5GEHMeX8sv26uraEYKRbCbm/ttLizzOGKB7RtH5UU6SIPLznpvufbc59jsKEqWtd2Os72+323p4eJjt4bBcaRvMSFD31Wo1m1VBD5ThDwne398fHFNOO/EsB/Hgcz58+DD1H/r0sfRVTrtKQOIKVo03XlaNl1fYgSQ58LujhOIT3CJPgviUpZMr5XZylIz07bff1sPDQ93d3R2AXoM3g+O8l/rM+nR6TdLma84vAWR2FJO+JXk7PW42m7q7u5uWI3RAK6M2HQnMtsqBYImZp6343aW2HZGpjjQ7b5PutD3Ar5fxpNy877w68jV6PyMaI1I9Ik84TP/fkYYkBna6OKvRYJl6TBugHPcFANwxcprJICH7T5c6wDCyhaV6GeClHXhQ6/JM4GpdksexerynLwngTjt4WU/VngB4iU2CWJZP7Xa7aQkEedB+bOwEQJ+cnEzLobbb7UReiGxut9u6v78/mCHs2p6+mOMAYMFAypvYDbbJ2wDbSyYyAOaxwiC8SwZITl7mkcEHL4tKkuP6GzQmcOVaEiPLYpLo/p/+LSPP1p/bpxtXnWw3xwIFLrfza9gr5fFMR7wsm8FmErOOHNiv5P2OUHR+KEEqz3Xt1cnsOi8FYYx5bBveI0wk3r4zx0KeT/mybbhu07/voAAA9o5JREFUkE1+aduud8poEtyV0c2qYrcc231zc1P39/d1eXk5kQ++EZSJctOG/H0jExDsnXsmbyO7OD8/r/V6Xff391VVdXl5WRcXF7OvpR9LX/UL5zmYkuzgOvIwIgDJrPP+KA8/14H3Y0sW7Jwsd/c3A0AnH7v+O8Cc5XTJdUvgaWDVyd+RgW6jdObhevg6zoVro8GIPCgrIwTIniCq+x/nMZJpBMa9jKLbi+N6Z1v7eurHpIB6ZN6ZT9bZzirbycvikD0dexeRt00w2HQ2kCn7R2dfTh4UOpvJlHrzcyYw3aDTPdstTcyUBMzyjUi0ZfUgcezZlGWUh2U7PT2t5+fnenp6OtB/p0f3c/eH92VXxxN68hn0Vfs1zOnLujFku93OjtIkeshHvyAbbss86CAjmCbD+VwO+LRzRhPxQwAVAA4k3aSKMQoyZV9CGs22kq/Bun0YhC5/sr/4PYNJf3V+NBb6+dSV/aPbc0SKuEbd/ONy3OcTuLvPut+mnCMZurEzAezo/REZ8O8l0jMC+ClLlp26yfbs2ujY/0sYYiSLlyS5rkn6kqhlSl/b1Zk8sr9mWfgSg/oE7eg9ZxvxL77G8/7N2ME7nrVIfGT9+IOoYAePpSYenT5MWqrmsyXk6fE5MdpS+mrkIx1Agg1fMyhwRxiB7Q5sjABzgjXfO7bpN+Xk/ohU5fVuQ9QItBxroE6u/N9RLZfncr2GMJ/J8szUM88kLtZjEoCsf3a6zjaWHOxI7rQ58s82Hs28pf0dIzkkogUjG/Sg3g1cadMdCR0Rg5GjSODu52yXXR9MuTvgbvk9O9OR4k6naU/u86PlVF4mCAhyvp2jSx2OZMnBnnvdUhTXPYlIV7fUlaNlDAopS5I/3k/dWz/vaTmtVl+Owry7u5tmMF5fX+v29vZgr0cGREwk+PDWyclJXV1d1fPzc3369Kk2m82MjDDwkxf9JNdyM0hTrqOwJhQEbp6enqaN8XzFnHzX63VdXl7O7nH8p+2JkwA5EnO9Xk8bQx8fH6cvG9PXWLIGeDFpomz7k1zeRcLuTY78zNnZWe12uxkIMhlJXwqI8x4dLzGm/TKgRH45Npo8+iflsX1kMAR5nHcCWYNgj4kGgZ286DCfMch2MlDOMa/DHOlHsu7o230j/XWSSufdEbEcW0b7qex/De6T3CfwdVQ/SQp9i2ctS+JXH83L9VwKiHxs7K6qaVaA8mwrloOxjcAC38rIZ3e7/bLOnFE0cX56epqCIsjMkeHI+/r6Wvf39/X8/HyQJzKsVqvZjCRHbFMPtw8zM6+vXz6q2p30N0pfjXxQudGm5wQ8x8D3aHDtwKYBTDoAKyLX+Sd4WgJneW0JJJhhdvcSICHrCNB3MlQdzn6MgE9HTjJ1A++I1HTkZqltvcck6+OyYfcXFxdTB3HqgGZXl678LiU4XbLJlNlR+w6Ak58HR+qYcptYJHi3fnguZ15GM1qufweiOxvr6mwZTBwM0HOgzvcN3P0s+aXNdX3EOqVOHZF1Xl2f6oh3F3VNvXUko/MJXk6TZKlLaQ/I0pWRdXxP4zQCHwaTnb11+fi5USADoEY5toe3+BinjK5297P8UT5L/3egMZ+3Dv1+gnLnyf0u7/RtIxnsDzvZU8a3EvKltj723rEy3hL5t40szQR0PumYPpee49nUq1NiuGNpqb5du7ofjvJYsncDf95L4mE7TXt1mcdw6FLfcfBglLr24x2IcNarI6vkVbWfze36xFvs/y39xIG+DNJVfSFaELgOg7y1H37VDecdAUAYD6ZVPYkwmDC4y5Sgr6pn+V2UknsjcM/9LM/lGixmpBSjGeXlRhoRKXR5DFRati4Z1HgKPgkPjNh6IyXQzfs5o+F2GW3aJSU5PDs7qz/5kz+pP/uzP6u/+Iu/qH/6p3+alb0EMvl/iTglARrZlvPO8rLdPftkx83fl5eX9Ytf/KL+7u/+boocdOTVbTGyXQOcEfHq6mJy17Vj11YjR5LAonOuXRvYmY3AR7eHyOVBYkfExM93wP3Yu93/SU7Tr6VOc8OxB3oiih4AfI9BNDfpZn8d6f09zdPHjx9rvV7P9kcQRWTWwsfauo3w4462OhrIBnUSx9x2Abff/va3dXd3V5eXl/XNN9/M3qNMj5+5fn2z2dR33303yUlf8McMd7vd7DQbr++mHCKd1I+I63q9nh3R62CHTyqkP3h5CWOd30M+B198PetP/gZkHqfyefKhXTIvEv1sRHA6gpfPd+CL5xxcGGEG8kjCS1070Jx5LcmQIDRJL7Jgix1OSkLAqW3k77953v2qe25EkpLwcy2DV/x42WT3gw08Pj7O7M46pe7MZNA/uOc2pN/l+JP6t03z0T8vT7JOLU83o2bsxD6sBP7c32w2dX5+XtvtdtpTZhuz/a3X62mJr5/xjC024v1ibsfdblc3NzeTL2AWk4M2Ev92HyMdpZ9MPtKYkkRQQUc8/WymUTSTe1WH6+E6ckDqop0dMOnK9HspP8knWjltt9vZpsQuz1EktpMlAW/npEZgH7bc1anTC+W5Xp1O873Uf0YdrEMDcfJjScTf/d3fTR2mIx7oIsvrdGnZ3NG7wS3BZuoq7XzJwZKenp7q17/+dUtKXX7XnibiWYbr1oHSHFDIn3e6pU5dxKvLJ51dZw9JokbBhI4MZL/OyLNBv8tOmTLfHPzcR7PeGZlzm2dgwAQ/80iS6vZx5C7tdMm23kI839OX5UScj191uP/LeyTSzg2i0DdAF6LgNsgN087r6empPn/+XKvVajoVhkT/SH9iwLJarQ72mvBMEiUHr2wnI4Lg+jhRLkSD+qV/6UBaPuPrx4B+9rvU5wg8J/jNemSy7+hkOlZuJ1/VYdDGY0onJz8et5fKt336Wif/EolJXfDb9p5jbuphpKtubE1ZEzMliSJ15Az5+GHZj0lp+khIQIdFszwvnRyRVj/fjcddvply7LNOkoB05aROnJfrkgdSQBISO7ntGBv9pXd/8T2Tl4vmB6JH6auQjwQ9abhLm2RHYHEE2jtS0jVsAh0DhuxESQYsR1eGG4dG9DKrnAEyyHAZZrNd1HlUtxH47ABe6m2JmC0Rg+79lHOksw5wd0C7quqHH36o//7f//vB5q0c7Dry4/rmsyNAax0YfCcQT9k7UmCn4MH//v5+Zhfc5+/O5iyXwUTWh5QDzhLJpFzLnY6u629JcAzKDcAtZzeouF90xN35Of+UKQc5zyqNyHIOSj5SMH1Xp5NuptPP+1n+zw+hjQba1DV5jZ55T8uJCGeelEabA9h5FrDN//xgU6yH9h6Bqr1NOQrv+9fX17Vef/mIGNcSENj2sA8fP+tZDkBB7ltxUKULMpikOAHeTk9PZxHR3W7/7RCD5kyWPZdfUJ4DJDk7SKJveObP4CrJoPtRJ1sH8v3T9bfR/x0ItZwj8pT9vfs/MQlA04Az/3cZ6YPSpxpkojf7tQTpHgNNjtLmvRcv657luM4mBx0JGZFXtz/ve2mlCUnWy7qu2s8uuk/kZuyOxKUMjDWuV844OS/6XspHcoDL+iBfZmjT5snPOk8fMCIvaWeU0/lGfAKzvMyM+hr7046ln0w+skLdoJ/EIwEA7y81iJ/Jv7tnE1g7WuTnlso3C8xnPHhlB8r6ZsStA4JLgKl7xzKNlhKlQ0uQm47LzmMprw7Md+1h5+9OZ4CYurVO0U2XurZfIlYuI9uR5LKyrv6dYDKXA0FMLy8vp+M5q/Z7Xwz2R/UzaMgBrZMdmbt26IhT9771xO9u8EDubgmhB6kE9Gkzo4F0qR9Yz6+vrwcRHPI5RoSzL5popE4pF+CJLXf7ThxVyrKTuJmwpT7cT5xHZ/fvqU9nZ2cz8uG9Fx5k/ZVuQAlEAXBV9eUs+26mbLfbTUsSSOv1/kvi19fXs6/+8n4uebBf4H02dD4+PtZqtZqO2jQQoa/R/3zNS7nsnwzAqbOJDKDu7Oxs2hTuPpK+y4QgfTzEyXo+5nv8d+6fdHDHybIjY0c4TNBMilwvX0vgmnl7nPP9/N0FHQxi7dfsZ+0X7T+cF/ljA37G+bk+HktGKQ8bMPge6TnJBHbQ2Yz/z6CTU0c8/GMSgWwOLJEHduO+Sv/NPaZeJmsf3snn+tCfIO6853tJqF3/0VfMKYMDMNw/cixxHXgmAx4kkwjyeX5+rsfHxymA4zEbbONjec/Pz6e9ujc3Nwe66dJXmfnI/3NAPrbW3g4hwSLpGOno0hIAzXuZp4FNl9+IPKXc3f/HZO3KTJ0ec945QHZl5WyLgdZoWVOCceeZ5TOgjT62mMAKGTxIjtJS+SNSmm1txzSqV+aRg0pet86/+eab9mSOlNnJDtbvZP6jMl3HEdmtmh/rm3uLukHU30bw+njLnHlke3cEJiNd6U8SLKTMtlkTHevDkVbud8R7pHPruFvL7vz8rIFJtpPf69LIh3R99z31CfvowEOCoo6s+rx7rjGIsy7e/cK+OkFs2md+CRigk8GQBJ0OoqWfpJwRSE6QbfvNMp24lgE2iFnmTZ7pX12/0diU5XZ/k44FDpbyTICc9zsfOErWMf/br/iZTgYDeQPKDlul3Wb+WZcO7Ns2u/YmYe/4SQdM3LbY9FvaNNNovE/ZknB0BCR/Mk+DfvL075FsnZ4sMz8542Hi4sBHh/PQZc5ipg2kPixDJx9BCusigySd3ler+UcJd7vdbC+Z7YI8+abbW/Bu1VfacO7OlkpzxyKlI07AUDVeetQRie6ELeeRCn7LxuMEI1n+CPzm3119Uv5R3Y49Q128WfUtcmXednhZ11HktSNfXYKpe4DIenbAn+sj2S1/R9xG9jOSMdNSB9rtdrMNnXbKVXsH8v3337d5d0t3RoSwqg6eoU4defO7Btjdu7bx7XY7WxNKP8bh/Mmf/EmtVqv6/vvvp2Vk6KJzZg48pMNMEpH9MduOiClHpbLcpBtIOj+yNLjmM/l+B0bcXwy+fC37lQfrbGPnjT+jbOdtP/tWB//7nPyxv24tssG69YrPIsJIe3Dt9va2bm9v6+zsrH7+859P7U2bM1PgSKPB4WazmTaePz09TfKxbMFfLq6aAwgHhSjDMwvu16vV/IOKJGzWwQNk7b4n0s3k2zdUHS4bQw/cQ5YRWcnItmXuQGCCvyRQ/E4S4HfdJkmK8l6OLSMixzveA9QFrJAdfOQxZATCs1w/g5z2Gbl3wYA1fYuv2U/Z12bwDZmZYbD9jcbfETkakQxvIOdAhbzvCLz3RFl3rrfLt20bR1nuBPDWEf0PWdbr/Qf4eO/5+Xn60DR70B4fHw8IPP2j06nrQ1mU6zbx/rbd7suHUenTGSjJj5Ly3na7n/F8eXmZNpw7YGLftt1up+PLee8t6at84dzTU1TOxtetOyXlswagHRjP90aRyxGpQQaXk8sesnyTHAOJHwNwMy3Jl2Xne64/Z7zzxdwREF8iIZk3TsjR8ZHcmVfnYBPopjwuq7tvgpJ1OFanlDtT2ox/u56u1+npaf385z+vk5OT+u1vf3swYHfRpI5UZeSoak6MPWCOyAPvdFGVUZ/pdF/1ZVnJarWaNseS/zfffFP/4T/8hzo9Pa3/9J/+03TKhglK1SGpchnWRwfkqQf15TkG1NPT0/qjP/qjuru7q9/+9rfDfD2oZqQRAgNoc9keoKlLzux0JDCJxRLZyTbqNqiP/u/Kfk/HUwduEoDms0t/G/R4c2vX57tkQLter6cZFO6lb3AZliGDOSPS3PnvLnUHUPB++tZRUM7gN/uT654y8ncHRv1uB5i7lGA//UFHerLvHUt+z+8bGyRY7/IwKMYvpDwZgFgKSizVI/Wbesw+QdsjZ/qg9Imd7J0MnSzH7ifp8DX+7mxodM8ErWo+Lo/04jw8VrmcJftcwohJ/Ewq8j1fz2WW3XjI0biWo2vHzJ88fa87yCL19Na+9JPJB2tqq2rmSEldxOEtoLtqeVaiqzTvdKnLK6OnLr8DwH4up5feUh8/O2ogg/vVah4ZtoPxWt58v8uvO6GnA7Sj1N0bGSDl2Ugzn9QvHcD1TzLbkdSu01m2LNP3XU5HBt0G2RFZT+6OuuRcOtDvOic543+TkrRTXzNY6eraDU55AMP9/f2sLfj7+fm5/u///b8TWMo68Lfz8oDF/W5K1gSK8rr7rttms5nkyPu5J8R2g7Pu5Oe3+0k3OHZEeSml7jswYqJjwu8BKW3jx4Kl38f08PAwHafrCCUzsQTOPDD7xChs1pFDZkqurq5qs9lMG1VzTXbVnDxTHpFM74HjvcfHx1qv98feEtH1/g7PHjglgDNJyvEy5fTsT0d+np+fp5kj9GX9YI+AGr+XY12OCbbv7CcJ8BIEZ5Atl5F1xMKkgDz9hfiO0PlvP0c+1p9nlZy35TIYdhtlwJD6HSNbGZRIn9qBb9udk3VmQkEZ7D0iup1kiOXq3t9jGUwgPMvAM/njPsCHPJk1cN/wsiZkoTzPJGI36NanuVku68iye7bCRLNqP7PAPk8wQlVNQS+Ovl2v19ORubQ//ZG27JZMuT/d3d3Vy8vL9HFCdGMfwowq5aGX19fXaZYCPbgOu92u7u7uarVaTQFu9rVxnC7EZr1e17fffju1Y+6dGaWfTD74giIKf8ta5A4MGsSN/k+GVtUDYIPVYwBz9E7K6me6ZICQzspGDLjJtbmjyBODVwfa3LEsqzuSB8CU0wPIkj67pUBdcr3TqXWgON+1HlKObD+DONtFAtxuVgvnwfXODu1Q0y6222395je/qc1mM23USsDuenna2vrIJUmjyAX3k9xk9IL6ZkTK+nLUxm1lB5QE4ubmpv7bf/tvE0DqSFS2ZerCTtpLR7J/pU6cH8vYfHqOddG1G++TPOORdnNxcVHfffddffz4cXKgXbtmhIqBwnpOkJNyOu/sn84/o0ydjb2nPr28vEzf9Kjaf4UcEuKvcnd7KdC1T30xUaTdnTxryaDvI3oZ3AE9BoHuw+SdoJG8l2zB9o48yEJy2R6LkhwbAHljvAN3acf+oU+nnPbnrkdH1J08HmY7ue917/Je3nNftSyum/Xun7zWkQ/+tk6tH/ys65f1H/X37nqOjd1zSzjNfivHdNtMF5RzG2Z7G8Cn7fPMiKT4x8ucvCyr0wXjBXXGJ1BeHp/d9UnyTrLkenusQT6TWpaA4oMyaF/1JZCfY7y/Zm5S7vrTHtQniS9+h723kB+WTaIX8oEIMVZyWAZH7WLT6ISyCPK8hQNUfQXy8S/+xb+o1WpVv/vd7+rz588zgE0yCDaTrpqzVFIy5nSMfraLCCcI4PcIMGSD80yWaefdgSZHHBIs8jdlJkjuGqwjM5lfglYGPTpAR9gs/xIpWCJbnR46wjUiYXSKzCtneEaR/LxmQlW1bwOWEt3c3BwMPumsRo7fZfI3azgzLYHCjgh09RnZfAJ2A3oP/EnIDAAsp8tNW/TgDgHh7xw0Ml8TyATgHYl023UkmYSDHOl4RDRH4CbfxdleXFzMotcub+Qv0hazT1YdzjQ5JenNvvIWIPKeDpMBA5G/bk2yQTp+Jw+LqPrSzj7ZymSiau933N9sM/TR/HCaiYkjh5w0A0FgPXlGYav2fTP3YiCDAYx9g0EE9sesrgEU+Xk8z3wMyG331hXJ4/4oaGC7R27r0vpzeR1BMybweO068ZOgugsI5H2TEOrqWQCDcstucGw95PiQy3GxtxynU2dJokiJIax37Is8AJxnZ2fTzPPDw8Nka64zBCHLSvKRxJpnDPg7YuJE/ZCVvE1KrCv7X+fF87ZHgL9xHe93+dt+APBZnyTKxsWuB8lt4nHZQRATHucJFiQhhw9Sws8hq2c1edcfcMwl1vYLEJZ/NvLx7/7dv6tPnz7V//gf/2M2PYZACeQ6IFx1CLiyYbPz5PN2xGlYTh0wTgLTdeQRObJBdNGCzLsrw/93oGMESmGhgHbK4ZzldDwGd5kfz6Mf6z6dUqfLvGYj7crw/x6sO3CW9c+IzojMemDyvax/5puEJ6M/Jq0jIpPv2Nk4f0desr6ZN1GP7Atct8PLNhmRzK4PJdhNwmEAYJ3l3q6sv23B+rauOuLFADvyHV3fy8Heusp3ndhP0i0Rs85MBpdIepKrlNd2bPKdQCxTR4De02Hy2fQXFxezgfnx8XHqfywnYJkWSxrSdmgXNqNzn6ggX07m+UzYKM9jAz7O0pFQb/JcrVbTcq/7+/u6v7+vzWYzRSY/f/5cT09PdXl5eRBscPTdtuV+04GsUYDFvsL+NgkL4CZ9r0lLBk6spw78dz6+at+/aFNmvdzPuvwox3u8kkTlOGxf7PzQHTrwV+VzKVJGyAG06Rs60pHtiB7cxqRuDOz8B+8k6F6v19MSom+++abOzs7qt7/9bX3+/HnmC6tqin67fZwcZbf+bRu8a0xjm+BvJ9sCQD1nKmgbH3fLu16KyfjmI6hNIHe73YRx0Y/HQ+r1+PhYDw8PtVqtZn04Z8KcxwgrsfwM+cFM1mEXmIQs4nNoIxLEg6Wl2OPJyUmdn59Pm+UTI3XBF/SeWwFG6SeTjz//8z+vf/zHf6xf/vKX9etf/3oGXPzbjdOlUUQyQUlGcb2EKe/ZKblh0qGmU6TjbTaburi4mM6ATgeW4CBBRgeo/L/zSUeSwAl5EhSZwdqJO6XTXgIuCci75Puuo9etI5OZcbfBNkmE6+y8crDk2W4GiecYpEmuu0E27yc4dn2tmySK3f+ZD/W3jfia62U5kDlJR+qD8tNZZz26+nc207WHZUnbTWJbdbgkzuVnZDj/Tp/R2WP2oyzDySAk+4HzyDPUna8BkevdpSRp6by5zzMm4aP2QBeps/c0TrQZYMSRYkAiA27VfA8dyxRoZy+p8clwVfu9j+TpfQGO+ub68wSLftbrr+nLPvGn8zuOPmfAI/1djtPu592Smuxr6bvtswwe/Z4j2gn+uT7yPZ3sXT9IH5D19PUkIyN8YhkyL8tkooLNmJDkuw4K0f9HY68JR8rV1Xsp2TZTlkwA193uy+lJLy8v9fT0NGtnj/8QqU7GDGD6nn+P/rb8LrsjO/a9mWxr+dPZQLZJp2vksL9AD2k7SSQ7+SGso3eS/CNX1eGyztFMLvdMYCEptGPaG88lnvtnJx//83/+z/r48WM9PT3NIh6dIqvqoIE9fYMxVfXLmnBkBlUGPcnuUWhGLTrwnsCWiNKf//mf1//+3/+7/uZv/mbWgRL0ZdmkUeQ/n0NfBoUJQpFzBIINqjqCZceYbZJld/VJVp06NDjt2sP18N8JyNCbAXcC2ewQpBF4SwBsm+J+rmNN3TmvJZ0k0LROkljSwROYJ2inPDt1y5TRqs5eLG9Xt474LpEMns0+7GgmMnfLvtyuI3DegY58ngE726Rrh47oZMrBZ8meun6atoJu0qaWBlannA1ZAkjvaZ48GGYfIcLniCmzxmyqrOqDC7lW+uLi4mDpbZL0p6eng6//np+fzz4a6DHQZIlyHh4eZsCWelXVtIH06empbm9va7XaR1yR++TkZJplsa/HjpHh/v6+VqvVFPFmeU36HPpUV1f0yH4T143nuj6BrOQJwOyAVo5F+NQkTh14gxTYj3T7Xyybn3e+XDepZZkS+vPRpugPIO+lafYpxjroA1u1LjqfsHTNvtq/rSfyfn5+rpubm1qtVvXx48dZ3QGr/J0+FZlT1sSHiSdcRxMW2onn2ENh/++2ct/J8cXEhTxMIPlx4MJBhbQPg3bbFvlDJhL78n9+VwibGWHqDx8+VNWXGRYOhUCW+/v7SQcnJyeTT9jtdjMbo83ZeH57e1vPz8/TDHDau0nSbreffbEt393dHdhdl34y+fgv/+W/1Ha7rd/97ndToVSu23eQ4DON1eCwIxgj8GlAmARm1EG76FHVfpnH09NT/fKXv6ybm5uDqE6+05GajkgkCHJ9Oic6yjdBj3VknWT9R22RZSeAzMR9g/h8Jx2+AWV333IDaj0VzoYsR/W6+lq+LiF3N/iNZKU9/LzJS0fgnOj02RbeAG3iNCK42U4JrHMAcX3dViNCmMSYQaXTcye3BwcvzejyzrKX2qAj4STswfWmrh3x6GzafQPds6wxZUv9kdLmRj6v80dJtvxeLt3MQeg99cn9nJS6z9+AEgdQOv/LO24j20rah+2SfG2zJvHZ7xNoMiuSwMb2n8Eb3jPpdd1dPnqwnY18tcejHEtdjkFfB3Bdj7yeP05d3qnzTv4EmNbDqK5LKfPxNZNF68l+KctO2VLmkQzH/h49T8r24pr32zGW+bsRCU4z/9E145y8njboZFs7NobwnMvvfHfKn/KkH7bdZT/M/pR41uU5n9zzat2Sb/bJzk5y/xC4adQfXVcIW84SG5Mga0cgR5gx008mH3/7t387fTQFBuZKEk3uQJEdsY2zG8Bzg4vzSJCcYLiL/Loc5Eww9vT0VH/913/dGqaj1Tm9lsnXugiv65nvZH5dA7ue1N8ykQC6xxxr6i3bIAFlytaRkGwjdwD0b0M2iF2tVnVxcTHbzJTANnWyBBiWNkRlHfg7Z+aqakYmeDcBvgefJBRV82hWlp/EYyl1NpV66Wy8S263JaKQjjz1nDLZiZpEdINLAv10wp1MXV/ivU5/SZwz2WZHhKNqfFJdJ7N15SWFHflBrpw1WSrzPe3T1dXVFIHP/UgAKn484wFwgHx64+Xr6/yISuyX5x3tfHh4qN1uV1dXV3VxcTGbKUn/XVUHm8QfHx/r7u5uNgtjO3W0nP+576M2+e1IsGdAXl9fD5YVM1tBXQHPlg+bdIS2G8fQDalbttbl63dGwQfvk7B8Hd7gvexPRKkZN0npl1PWJFFJkHIMyKi5Z418kliObYwznV9PmTq/4LZPosAejVHq6mS9p246Qpft0OGA1COygidNwk3S2WOFv8yDHNK3+3/+dnn05ar5Mirk410/6yNy3dZ8lJTUyeMxxXjZ4J/+y/+8zz4N4zLk5HANkw7yRiZm5bbb7eSr1usvB674Y4HogNmQh4eHafnd7373u6r68i2w6+vryYd9//33Q5si/WTy8cMPP0wGzLT2aJ0byR3PKZ/JDudIZtUcPJBMOpZSB5i66GgyyDQWBhoDLRuoZec55+96UJ6f75yJSUZVv1wmHUp2wCUCkiDaOgW8d6A/WfKxJVD8fXJyUt999129vr7Wzc3NwYa0zWYzbYwabZxeSjx7eXk521jm6EQ6BbenO/WI7GRZCVQT3NqZd8+5TTsiZYLH32k7KeNS30ny09Whq7edsvXUvdc5Xet3acml7W4kl/NMH+A+kyAxdZt93INV1sd5uP+ZXJt4kkbk2PXgua7cJfL4nr4kztE32LQN8jcn9zD40+bc934QljcAWLFLTnrxdzxub2+r6gsJOjs7mwWs3O/dzw107u/v6+HhYdoob5uqmvss5EggTr7IDCDydcY42zzPe8P0KIBkvTlZ5+jUgZBjQTDLk36lKwv5RoEO68P3ufaWwBwydM/Z93Q+kvzdNiYnnVzoylF16yPxRJKqqvnS75TLpNLtlYGyHL+8+iDHmhyzkMX9yvXLccM6NDHIPoMut9v5CU5JPkiJgbKsLMOpIx9VNfV78kxbdf/0+ET9c2xhHE8idHl52R5YMJLTJ+d5uel6vZ5wlJdp5mlXp6enB98Agay4vvg4DiJYrVb/fHs+uk/eOyVwJ/laOtR0GOlYSF77l8mNnoDCQKuL3PMe8vA/is2OnMDNsw4dKenITkZ5ch9A/m39dvc7gGZg7HraOXkg7Fi63+2IW0dOOsCMfBCPf//v/33d3d3Vf/2v/7U+ffo0WzYAmcqNUaNodgc6z87O6l/+y39Zv/rVr6a1j+mcRmCVZ9NWkbFb5rekY66NiEHKY6Jgh+3n3E45ddsREctPPTvZu/7olDbilDrIa7yf4L3Tgf8eBQO693KQdp2TVGcgo2o+e+F3cm14Akn7jfRtzsvljgIhqcNs7/fUJ9ais1fBgDd1S5TP5+E7H+5hOxw/ad/gKCKAqOoLaWENdvYXn5lPJNMJ0GHQXjXfuJvAzXWkPAd02J+CX/U4nGTF5HsEuLfb/br/3Pvh5DLyuvMD2Hocs4wdEUvQniDVQNvr6EfEoxsPE/gngHW5CZwZ03P86ICy5XW9l3y0U+dHU2fdmNDZp2XoyqO9fN2+izKP+avOxwK+0RO/md3w0a62EQds6Ye29SQ2lgG76MiI248yO0KTWM524mC2Z3Bsbz6lzR8jxT/g/7vgIeWwF8a65X8+Gsix3ZxshW5zX6lxHTrxQR3IwLtvHZt+MvnIXfWkZM5Vx5d6JGPMaV7yNZBIwO9GHJU5ArD5fzq2TDYgg+vUQwKoznh8n/p0oKyTr6uHNx9lfoDY6+vrabptRIySnfNuF0HsiGdXN+51wMxOixk1CG4HEk1sPDAnSH99fa3/83/+z8Hxma7DiDxlfbL+nQ3Zhne73QHATOKxBPBHg0kSp26AGM0WGMinLaadZD9IOXMfSffcbvfl+wr+7koeV2qSPiLbPOdZnk53I9CfA7ptpyMRo37q+nZ6TTktK77ReSco69osQcB7Wk4PDw+zo2rtP1KPBJX88S+usyTr+vp6WnbA/kbsiK8M39/fT98A8mwD+Xek5/T0tB4eHqYookECm0qxR8CzwQVy8JyX8RiUvby81NnZWZ2fn0/Penyg/hAp3vd+RSf7GJ45Pz8fzngnWe9IBOMyS6DSJ3CtwwbWRfZNkyrPXCX5MMmwXjvShFzdhngDaJ7JL74TgTYJsaweu7ju/Lu26GS3L03ilHXx//aPLtvPJPnIds12sq67JdQG90kwsFdO2uKobOuuqg5wAHk6wo8Ptk26f7kcl225GNN4njxNhryMimRdrtfraVmjZeC9u7u7en19nYgHRCExR/7mqHCWUFkf19fX06wG8lR98XWfPn2aDkCAZEBW/C0RZkXJB6L01lmPqq9APrrIYIKPESDh/wQ9jhSQOoDnjjza3JNgMElCB3DyOXeqBLVdmRiV77keDB6jZSZd/sleUy/JnhnsMgpBmaenp3V1dXXApjvSkbr0852snU4yOSLy8ePH+s//+T9PnQ1j5mvaS6TGpDNtK4lqvjsCmgk2R0Qj7SpTgpwOyFqH3d8uawSos/+4zKWlb7bpUT1s+52+rPeRznDo3377bZ2fn08fI7UcnQypBwMK9/0ceC3HyIf4nc1mU+fn57VaraYIdc4IZVQ0wWsSLw+oXSCkm51yfeirSbSxqXcScjzhR7q2wvfwk4TDbWwg7wG+A6wG8F5rT7mdjNzPGRfu+zdyOPk0L/JLEJhlGxy7rkmIDary3dHSqc4P5f0u31E+2b/9Tv5v3RiEJ+ju/F3mu1SvxC2+5rpBPKr2/sw+wsCadusIVdY/y8vnnHIsWdLfUv19b0R+8hr1ta48ppBfjn3Wh8F8hwXch3LsS//PtVH7HvsxcUq/ngG9UTtmntZR9p203ap+pc9obMsEceId676qZjMa9gl+zm3SjcMjzJfpJ5OPNAgPpJ2BGQC7sk4j8FHVn/ySm0Y7gmEgkMrpystBhrJcx9FA4XwTqG2324OoFe96KYfLXgKlCQC75zzAeB3o999/f1CHznCsv65+o2upT/7PSMHLy0v98MMPBxGUNOYRyB+1a9Vh9Nm6IP8kMB1J9fv+O6MsHRnqNsdbdgPw7j71GDn8BLyug/+2k+DZbpYHnXXX7XCWZiZTf7vdrm5uburjx4+zqef8KFVX1lJKHXgQMiF3nrZPv396ejoR3g60Lg24HQEj5cCA7rq9U11bOp9cjvmexomP29EvcyDnI2B8gLCqpo2UpPPz8/r222+rqur29nb6bhD5QVqJpl9cXEybPavGwSJsjPFgs9lM+958aAsb5vE1JkKMqbe3t1PAabfb1eXl5VRnZjDYXL5arSbw0S0P8XUTNPo0MlEv1nknuLePyPEzSU+SipwhRL58LvsHZXuDbRJEjzH+jstbAHn2besp25S9NcZB6J380SMkhL+9d8f5us4GhAa7BDetB9sh76fvcz4ekxJgj0gceWdb28aQIwM6Hcglyv709NQul8p290f/qvYBr9VqNS2RZBbUH9Wjf+D3XTfvYQa3nJ2dTbaFHeOTc3lXZ0fpvz1eWcdp9/RvyvPYlrZr8pDPbLfb+uGHH2q32x+EUbUPYFxfX0/P8eNjszebTT0+Pk7X3P/xt/6q+lL6yeTDle4AhNm/DZ8KJqDvgKv/Hm06557zMIgcgVM/59RFrNL5GETwTqYkE6Pyyb8jF0tydnXz/x0Bo6wsLzfjLsmQZCl1Tht16+v5n8GATY9OCbZHuiPfbtkdYA09uAznnRFmA+fswB0YTJm7KITlSdBusu6Uuh3ZbwLlJN6pqywj+1kChqW2SN0kMDaY5of3KKcj8h0Rse46HfjZjgR0sxHUh9P6rCNHgF2XEVHKYEH2y062UZ8+RvyWIpPv6UtKW++AAP7HM4RuI/fn19fX6XtW+SFBnkl/14GKBH28l7ZJVHw0/lDH/MnnutmyrKODFTm+5rP0RWZ4RiTdAY+8Z8DbtU0+O3rmWF/o6p3jkJPbLN9LGTLgkICc8S0j7fbN/tp2B6xH4L9ry84HdjaTYNW/uzZznqP/s+y8Pnov37Uv7fSSffrYuJRld8A+81sq1xi2q4sJbuKHTk7+7+yKPJKIjrAsdTs2RmBzDvph7/ggz2w4GGM5quazwvjSYwFD0lchH+lQEQYhuwYgJXBPMERyI5ydnU1AIQGgn83GN5kAiHgmwMkG0kUo/XsJcJA6kmJCgFG5DikHyfpOcpWgKpM/uOPf1CeN3XlZX+64SSi5lqA2HT6/vYk/B763EEZsIMvJlHpeIglpQ3SurE+XxwgsdGCoIyAjp5HEL8vr9sK4nh1JtW747TzIt7M5J+um038O+vRBA5Ak/NknnVenk0wuC7DTEcTMM+3U/T8Jbb77YwbubqN5ypY680DxnpbTbrebfeTORJh7RP7Yb7FaraYTXfzhrO12W/f39/X4+FjX19d1dXU1PV91GOhicK+qGVHhHZ7d7fabSmlfjvTdbrcT4Qbomwg9Pj5Osy1Ve1DhY2y99Csj9Z2Pr9ovDXZZ2+2XdeT0pbOzszYQYIBnnWffJjLrZ6vGH+MkZd/IvkBAMAGiCQA+yiC3an9Agftc4oMEdiaQrr9nmhJrkDzLQX28DMvLjawPfieuIh/PeFhvBvQdqXQevNPJTCL6v0Qg7etG9uZnaTt0kwSZe9aV7drk2H2RGUUDbvcJYx+uuX6Uw8c3aVsfgZuzL24fZljYK+LAm8vz+II+MijgNqSdbHduC3/V/Orqqrbb7eyYcGZ8fCS522mz2cwO46C8HD8zCPuW9P9k5mOp8ARFCdpH4NGRmW7T8Civ7Dx5EkLnQDs5EuR0gCeB/wjY+9kE7d3m1qXkcpZkOyZfPmNn66Vxli03UaUT9nXL6KVKWW63aTw7GbIlwUwgYDsc6QMH687cld2lfM6D9YigmJiko+8iOyM7HBG0jugbcFuXSQS6uiTATuDMtfzffoC/vZyCayOb7AiCBzrsaNRfcgO980syYN13urNeuvbpDnMw0PJvJ5c5IigjgjMiZu9pn9AtG6wNNrl3cXEx+yrv1dXVgZ9m4+nT09NEPhiQuyPNHVmsmg/oDu6s1+vZUgrGNS+74ln3n6r9foH1ej0BXQJcOYtLOQnAnZ/Lwu6sB8AXOrP/cF9P4tEBFfotycETA/vsv9lHEvTSjw3WXDeecZ55PwOpuRSYlATGyffQnYG8x1L/3YFmrvvHCR2nfkYYIoFr97zLMUm0zPblSWQy2Q5cj05vqYdOLi/DymdIJnW8+/DwMBH2PJAn8QN1NvYx0aEPkPxNDxMA6s5JeJAP8na/d5+gHAInyOTPDSB31fxbNdYHfsjf7cAvPT09Tcva/J0PZEZHnI7n9szxrJsdOZa+yp4PF2gQgyO0MAZlCb58f+l6Z7hV/QajXGPnd3OZUUdeyCfBGINB5t8BxXSa+awbrgMVSyyzI0RLgDmBVALvrrwOlHd55fMpox1/J2MHfhNMj0hc1+myXUflZWR79JzLWyJu3QzEsfqnjZBH5pXldSSpW9bluri96COWg2fSvnOt7pIuXG7W3YGKru6ZDE4M2FMv1sUovwQiXfv4furO9/1M2mx3L6Oq1nXqsANbSebe03Ji1oIxyJG7BBqsXWYA72ya73X4w2wGrV6rb7Dptsr3GORtE6wrhzD4A36OBgOMPn/+XOv1/tQcfkz0ydvgzz6Pvs667ST2qaME3gCSJCLUNYm/AZ6TiYZTR0jy/VFd3eaWw5jFIN5lZsAEvdHWGRxwnn7eeXekx787wjEC7V1wIwmG9er//ZtkoGsyuBRESXzl5OdTtyPZrTvqkmSEe77u59PPUx9mKrw/w8EIvw+Z2O32R8syVnICnu3Dh1ZQF+s+fQX33HeyP5n4eCbVOrFfgJwwy0O9u2CI8UqHu+kTXoKFLMjvOi+N4V36yeTDTgGw5OgJlfdsxRIg7FICySXAkCnL8t8GXSMwnMDa+XWzJoC0lHVUr07G0bNLgHeUX+rJQK5qvM+kI1GjZ0aEMR2r7x2TMwFmdsYsswPYzmcJKI+Ih/83EOwG01G+tgHnke2RZeb+hrS5jmjxtwfvDty+hTSi+6WBZUln2R52sG7T0YxL3rfuvBfDMnZ2mpHMzKNr+46E+H3f9zLE1Hf6wS4v6z7vuY5pfz/W0f8+pufn57q7u6unp6e6uLiYjnn29zcAnhwnmYGyqj1A+O6772q9Xs+O3+3sx4CN8hgDc2nG1dVVnZ+fz4A/IP/x8XFaCkT+XjZ7cXFR9/f39Zvf/Kaqqv74j/94mrlhHOZ93mEpmUmWv23CMcFVNSM9HKtpwNgB4VxeRsq+id5zOVmSi9Rngmgi8waG6d+8+di+iHLQEc8A7NxvTTZMnPDTHbngGbBLRtv523rMPk4dXD/3//RVyI7M1qPlsx6TFNAmvkb9urbqiHG2v3XiscXXAM2ur0F299tEBTLhehlEY+MsY2QPF+92eVXVdIy25aP/03dOTk6mGQ/eM2EgmeA8Pj7O7MJjGONTzoZSjvVAvg8PD9MSUX4za4HMLKNyIKZq/+2PXJbm+lDP7XY76zPGLOjgLemrko8cUH2vmyri7wRBo9QB1SVgtQQI8/8ONHQs38lr8/z+CBh0dVwiPXlt9H+CON/PfFK2kd6tC/8/IjhOaQdL5Mvt320aJ2XUOwH3CETn/yN9p0x+NmdV0sZSV5azWxaU9gcoyGu2QXTjSAll4hA6Yt1FMEfRrhG57eyR9xzFGZFxD1bWTZK20d+kLkrK9Xy3A/AeLHP/TraT+3Sntywz65T69v+WPeVN4MZzo30n72mcsn18+tVqtZqAeB4sUDVfxkDqgJftI8fCHP8APh4PE2QmOKYeI39uwJ+A0XIC0A3k+d8AN32+QX/eTzlG10f/G3z6fvqnt+Tr1I3dSWR4zsl92HpxH85nrJvUk/Ot6lc1GPimLPx0RGFUx45QJOl4S1rytWlDef2t+ae8+ZOyWxdZl/w/CRrt47F1VOeR77bO0wdnfvm/xxuPOSOddeTbdRv5fwcfO8xoux7ZQ46do3pRF/9U9TigS1/tOx9ulGwwM9CsQALYJbBDSkDssknp2Jyn1/F1vw3GctlLApU0hCUwn7IdA/6jlPoxwOwIwQgsHyM41DWfwTg7Elk1XlblfLs0Wv7jewZgzuuYzTiNNv/7f//tASXtqtMR76adpjNcIsp2zAb4Wc+MUoxk51rnbDqbtq6Wnnff9hLGDkRYrtR3Rsmcd0dC/XwSb/LIAZJyPQA4OZLZASDnRZkdWfYmVd9bcsqu07HAx1sH+N/3xAe2aLfPnz9PZH21Wk3rnb0pnfYiwujoIzMlfPi0am9P/tgYNkQU8OHhoZ6fn+vi4qIuLy9ru93Wp0+fJuJTtSco6/V6dsY+MwREKon2QqbW63X94he/mGSGYJGnfQ42fHFxMauP9yT4mEz7JZ6jXj4u3TMLnW12+y5zOXb3t8duk8YEuulLPI7khl2DXnTb5UV+iWMM6qxn19H3/eODBRJ4O5BZVRMxNnHtflJvqTvq9BawOcrHY4j3SyC73zf+s+zOL4M03ueSJzCBr9hTYVmSSCbR5qOObntmMDxrsFrtCXxiEPpJ7q9Cfh8m4SWV3GeM8H4Q3jFmSzyVM4PUzbOu6Jsfz2CiF2Ym7NvwX3ykkUTf3mw2030O5cgVF7Qj+aMff8T0WPpqG84dLejuVR2yvyQjSQBI/jv3dXSg0Sk7tRtyRHwy706O7HDH5HkL4MzyRqArQVlGRR3F6spKAL+UXBb5JHBPWbsBKIlP6qaTsyOVvteBU1IHIA3IjyUP/ilDEhGSO30XRSQfy5zOnWfcZ/xOdzJYF+VIHS2BdZeHI+YZ5+96HwPKXDdJsV5NUJZswzKm/skrZ3YoPwc95zPSd1eu/dqST/DfAJLUg2VxOqbPrs3f03Ki7bzkyXoE2Lh9DRbPzs4OQCBLGLpAi31jBtjIg+8M+F3/8HzaZBeBBPh3Sx0MbJ2n+7JlJ4hIXo4ckw//54k66Cv9jFMGU5Z8e+Y9+t2BZtd7JI/9TuejSNwnP/unLCuDYLzbjTkZnHHbe9wBGL6FeDiNAlRZx05/Ix0n6Ox05He7lM+l/kyQkvShk66uEJyss/toypD2bRvmHtfcPrb9BPUpr5PHXGwufYnzYImVZcOPgQG6vpPjqMdrE1vsK08/tS9BD8iay7ysTy9jfuvY9NXIh9kPQtlBOnXOddSxuWem6M7VEYK814FEruc72XAjQuJ7GTnOOnVgNR2EddTNNqRso/rzPoZiuajvaAmc7yVITn2ms8wOOCIYKXvK4zp2S608UCyR1A7Qj+Tp/u8GG6/v9WDeORt3wsyjc+DWhfsMkQycgGXL6OES4fRglVE6P9sRqM5+cvDoBlo78JTDTrrrpwmakvh6kE5HmL6D57roZOcr3PbUN20/Z2C8bpfk5WgJ5DpZ04665/L3exqn19fXury8rLOzsyn6uNls6vr6eprVoL0clXaCODj6bDDgWQrIDTbCCTKr1Wo6HYeNoOv1PmrovEgJCvgoGu3uKKWP8cR/ZJTY+zsy6nt2djYjHeiO8uw31uv5hnyvTScvfEF3opB9ZoLctPX0GylPAvD0Q5l/5pXPuM27QEiOKfZBXYAlwXbKRZ4JtqvqYAagezYJcOc/OhJZNfd3nT+2rJaXe362Wwliu3Me2Kb1gL5NIvJghqr5RmvrtQO79C1ss6qmWQTbpb+z4oCE5fO4y6l4lEHfwb8kgUcXlElefMw0iUHVfmYiSQZ+5OLiorbb/fG4EAnrijolhiN/7Ds3yT89PU3yfPPNN5Nv4j36+cXFxWxsZNalau+rjqWvtudjBHZG4DCZv5M7cYIuP5/gNDtWAkSDlwRbWcYIAHdEynpw/dJ5JdAm5WyOZUhmnGDJeneU3Aw+wWUCTudpYwVkJcDrZE2wRkqimOCt29hn/fneaO+F9WuZMuWglctiOn2MyFBX/7SNke5z5sFTpd7bgcyW1YTG9TAgyAGyI2rWX1533Z1H148yr9RjztiNyFqSDJfl/tnVwYNnOvJuloc+ZZ1ZhuzL+Qyy+HkccBdNSrCTbZm6yeeX9Paexgkb5btQXvrAV8DX63U9PT3V7e1tC77Ih5mT19fXOj8/n0A2XzhnCYM3ZUI+IECr1Woa+LFp209HvrmWG1f5KrvHJJaT8OP3WE5F4IAEWDo/P29JS4JM+2Tk9jI0byC3j6cvO9qLDnh+ycZHRIM6+L1uiQh16PpWlmMgTD3plx2Yy347Crgk0OtIAWN2R0jy+SVy4WeQyXrnmoNpJrapW9tBkgkHbKwvty8JYmGfnsTDuCX7ZJKPLtFO3iROsvxp67zb+eeTk5N6enqqh4eHWq/X01IkDmJ4enqaykGnfEMDDGu9vby8TIc74EOMnzilj4+aOnjAARUOjHRjjmdPbC+51NI6gNBcXV1Nm9DdRs/Pz1Odqcd2u52WnaKjt6SfTD7esvERpWak3wADw81BOAGBQUo6jgTLBuXIYZkog+cNltLBdPXtIiykBOW+lg4sAXUHohNYjuQzWTFodh07wNW9h44STGYdDOLSSWUbGWAnGckZEA+4CfI74urohZ1qvpe6sw66dkgZEpg7Spj67YBrErIctLoBLuvYDUwdwejq6b8zCJAzcB54un7UEcKuH2QefrYDHAk2SB7cjj27BEhcNrrIdrM/4l38VmeH7BMAyC61yVJbZTvlgP6e3pY80FfV9GG8HKzzu1HoHJuw7QAA+KFt3G+cH4SDsmjXPG2mi7gCejrAZVDvlM874prjIWUk6OP5vG+QiS4Myg2uOmDMdfLt3unGPPvFjqDl8y6DPpNl+XeOt/5tv+W6+t0M9nhMsGxJILvk8WoUlLVsHVEZ6R09uP68i9wdYUh9Zb3Ip3svcYtlSPmTeLle4AHbqf1hkmX6gNuNk6q4BoDv/Kr1b9J9fn4+y7trK/K0n/EJe7vdbjb7kEEw9lkkhsX2KJs9a8iIfqkLPop3ONmL57MP7Ha72VKv1PV6vZ58qDGKbSsDsEvpJ5MPA0hfc6KSduLZ4O4Uvtc5zBHAQ8l+pgPUVmgC33S+fqarG88k4TGxcsplUKlLA6vOWYx0nWAIB2hw2wEmExLXc0QaPNDY0DpSg3wd2coBvaubCWnWd6Rfnklm373TAV8TMWTvnnNUz3J1UTfsedT2ORB0kbUlmUfL9Dq9VI3332Ar7pcuD33QflnHfCfrOGov188piZbt06Aol0Bl/0mixTsdGBj1ga6NkqA8PDwcRDetb97vSLFT6pbkvvyejief5b9arQ6Onaw6BLwGYsxgQDJoF0hmArWTk5N6fn6efS0Y0INtsLGdY38NUvh6Ms8ww5LAgfeItGKHbIZl+ZVBE3J670seU8tvZDC49riJDAb1nsHATvOY4Ow3lisBnO957EswRr5etua9Eh32yMQzBqP2PdiQxxTXyzogf5+s1gWTEuymXAa3Cdbtd7zEqQPRiSc6cEie6K87PKAjBFXzMdoANscyt6/JgOtgO0yM9vLyUo+Pj9PzlOPZE/dd+pRJDX3eRN82ZF35+cvLy6nvMrv9+fPn2cZt+qvtiFkAH217c3Mz9U9mSs/Pz6fxaLf7si+MpVzUGZvClp6enurm5qaenp7q+vq6Li4uZvXAF9DuzLS4Pmlv9hdVNTu2t+rLbEge1uS+MhpTR+mrLLtKENNFS7qURkxK4N8RDb9jJVs5Bh+ZvBzDswIJYMi/m+HpAFNGiBLwmdy4cybIHREC16lbS979nY7RcqUTdTndbEnqfJQ8s8Xg4DXwljGJShIAy+z28aDhtjQz7+zFbTEiUSPyljaTehkx/7T1LCNltN16ELKDzUHHZduJZr1JXZBgRChSvg7ou6wky6O8OhKW1y2vBz/rJ9vQ9fPUc4L5EQGzHDng8lwGSnDUXR9OnbkPj4BIEh7XKd95T4cpAVTuy0kwXVUzMOMlUh4fDJ4TXHUA3T7cfd+Ddfpr+7rsP2mLaacJyu2HPRYiH9dHADnrk2U7IMDzBiW+l4GN/D/LX7Lzrn9097vU6bPTn//unvdv7CPHqA5/vEW+9Fcd+M975DvCXMfKxu784/yzLu4DtsERlkr5lrChy/P/WUaC4C6vzOdYGj2T7WGcsmTL2T6QWPvzzlY6EmfC2T3r8cVY1ONQ1oO8jUvSJxgr5nXncwwbkr7KF85hur5mIQzMzNh9fwTalsBS/p8Gk0Df71mxXeTCaSkaSn06ktOBuwS0XcqI0ghc83cC2ExLTql713Xq5OJvfneM1wSmW9f7loEh2z7BugEuyXaUhM7XXRadrrML0qhtkcnl+dl02CYs1rF1ZZLZlTUiRLznOnVkNftdZ5OZR9p9B5BTlpGD4rnsb92yriRt3fKpfDfbrQMxnY0l8ct7oz6Wa4Qz71HUFZ0zzX5zczOUI4l8N8Pynubp4uJitl767Oysttsvsx4QRfqc111XVd3e3tbHjx/r5ORkWvuMb9hs9qe/PD4+zqKs+EP/Jm+AA+232Wzq4eGhHh4epufW6/W05GK73U75s4nT0WlvmufZqv3G0LOzs7q8vKzValWfP3+ejs5EHh+TybG/6Z/S5qwjdFJ16PuYQfGP886xwP4nga/Bpe9n8oE3lEHKJW3ozB9JM3m0L+3GEDAMyf3T5aRfMoD2GNoFFTKY5Hc9Vrmd3kLCUr/Il3ZrmfnJJYVdeZ5V4P3RssEEuTl+UK7fZ+aDyDz9qmo/a0PZXnrlAIP3OGU52BGzCeRjmZkJu7y8nM2MVO1Pk/Kx1fTN8/Pzuri4mPXRJAiWi/7vGUKCIhwlvl6vJ110y7A2m82UH/+nbMyKXF1dTXXIgzHwDyY4Ph0r9XYsfdUR7NgA37HdjBJUHQJiO4wlYHAM/PNs3kvyk07HjqFzQhiOgeMIHBrsJXgeAbyOZNlhW3bPLiQb7xxFl7dl7qLm/puz63/3u98d5JkRuRGJWyKRSVZSrqVoQxdZNinKlAPpEmkZXbdcLiNn8/K9JTvLDu/kfRnON4GrZ9pMQrKOblvrYdTnsm2yTOqWz3WEJvuwB1icH/klmR0l1zGJjJ/p3rM/Wlpm5jYwADMxSlmtp5eXl7q9vZ2VT12zv3gAfE/LyWfwYy/oDR2ydIk2pn+wVAr/luMDtpHHVrImmucYvGlnk2HsgeUXPOuZ24x0dkEFksGL+w31Y7mVgWUGXDIIaL/iPpdBlnwn/7bOclzq9NphCfeBJPpd38uAh68DOPntMrKskX9Z8ivUxcvA/a0Wp44wdfqxH05CtiRnl1+SD+vd/YU+kQGR0biLbjv5rWtk9u+Ua4lQAbQd9OzGlNQN41LukUhbcJCBPNyWTvSjDBxC2C2nT4XivU7OJGc8XzX/4jj/pz7IB/lNwDKA4Dwpy33G3woZBdhsm13bd+mrnXbVRQnofB64O2CZAifx8DOAbRu5l/RkFKPqMBrulCAqiQipczBviYTmPonMI+VwWUuRXnSTMmY53cxGzpZ0BDBBqGV2ez48PMyOVht1fvLpwG7Wy9cyYoGDMOBz2V00Ke3S7zt15Mp5pXM7RoL5O/XtZ1JHOWCaeKReU9/uB/7fA262JU7F7zhfO1NSzlp2g2c3YJj8pF16GVvqkee9pNJt3aWOLPN7ieT5+ST5HbDJ+iNv5jsqy/ImwbbekNf/v6fl5CNyPVNAu56fn0+zDQzK+VEuEwL3rQQzCSgMXO7v72dRxO12W7e3t9P46PXZkA3bG/lyv6qmzaa2LaKfp6endXV1NZEo6ppkzCSF/kc9WI/v5WJ8tI1oJ/XsgK3/NnBx3zHQ7d63j+zKyTwcYGHmBb11x/7S5/LjcF2AqCMytgH7i3w2Az1cS+CLnFzLZ0YpQTrPJ+DMZ6rmm6lzxgMbNtnpgLrH4hzrU1+AZNu29eVv6nR7QeyTO6Cb+neiTgQLsOlOtybtqbf1ej3bx3F/f1/r9ZfTrVIe+gr14ghdy2dSk/UzwRiRH8vE7K7zhvh+9913VXVIWna73TQT4uO/0YH3iBHA8Uyibdunfh1LX2XZlYFAt5ciO0XVfG1tB0qzs1DWUkf0oO8BPDuNgQgy8A7KHS0DIzmPBO8dQ7TcCVBTXgal1J3z60B81sv5dtdTxwnOnLJTUVaSGOvZ0QXbiNsh65D5uw4MKClX2kgne7ZD1jnrmWTQbd3ZWKdfO13bhHVmObp6d4OzZcrUtStlupxcC97pL2VKp5Q6SPkzH0/bVtVBn3RKsmgCkP4l36Ms1zvrkXV1mSOixcAF0EmdcT0jfF0aEacEHsd83nsaJy+VgIDYNs/PzydCwqZRA6+qmpEPli5UHQaD+OaG+6uXZt3c3NTl5WVdX1/Xdrudljk4Elq1j+imH/ApVtvtdrapPb/zcXZ2VldXVxPYoa7YJjYM+AZMQFASIJ6enk5lJih1f07wzd/Wq+9Zf04dIO9IgN+3b/FJQjxjvJEYxMuEbB/om3JNWFKG9KH2Ud47mc+kPzQeyn2FWUbml/dt9yYk9l+QSeMW94HUO7/9zQeujwLAJiK5DMo6TcKBrZp4JDjPQM8SWXMQgY3cPokuxw7yyJOpqr6cnEf/8rcxqmpa1sjXzO0z/I0TY43ETV4qWlVTsML9MnGXbQVfgPzn5+fTIRfGAuTnZafpb6ifN7V7mZttjoMz3pJ+MvlwJNMKyb8zoezRemjyzjzS0BLwO5KRQCzJQspo8D0Cp6N65bKMrk5dZHzpuuuYjr1j9QaGrqPBr3XhaFLW10DMnZL304GTR+qQckakKHW5NEtlOZNQWgejtuva0vdcbgJoR989m9Atf+nerzrcGJ1kHCfrtmNAGumju57rjDtimtGcfNcpAb/rmPl6wPH1pf6x1M4mLh7EkyRzvyPSlinlzlnZLijQ6Z+B18RoyYclAEm77PRgwu70TkbenkwIOb2Ga/zQr6v29usBmvYBcBkMAy4ASZAJCI0BvO8xSzHau9MR2NXq8FsRTpSxXq9nIAe76/Krmgc5eC5nSLyM174t/WYGL7oxp2ruvxPYWm5k6IJOTunPkuhkXzJItXyjMpxfYhDey/Ly2S6lT7S95TMk+1W3YZZpf+JrBqvcSwDr/7uATKf/lJHr2MEokJbvmfB1beNnsO1u/41tnv7ImE2+JmGjlHrsxnYnxnkIgOvj9iLf/CifiWOna/smE3u/j4/zLIv9GO8jSxcMSH9DAMLkERmp648Zl77qF84zjQZ3dxx33LzvNXQwL1eelJ3O7zlvA79uDXcCJnfQrJeBjOvvRkkdjEBpgvIkAJlGDZz66/63/OmQXe8OmGbdOnlSJ53zWtJBV65lyoEkgW/XkTqw2tVjRJydX0dgXa+uLa2PtFuD686BoDvLj7Ptlo5lvS1bymnnkaA869vZvPNaIm+ud7Z9PuffS8Ap65A2ljroSHmSgrQRgyVS/u+60i7Z7+wD7AvyC7ajZP8FsDw2AL6nLwkw/vj4WB8/fqz1ej194RyA7Ygogyg65mjaqi9LTJ+enurq6moC+lVf+urt7e0UYWTQ//jxY223Xz7A9eHDh+nrxNzj+fw2h+2JhK07mmqAt1qtpr0pHP/JZvnV6ssx0HwgjEh3RnoduPNHCbFf71nIrzNjx+Rt+Tr/537LPZN4A59jgDUBYfbRJA2W10twrMtuuTP1yhkJ+2PaEp/VkbGsv+XDBrzcifL5nQTF8nLP7Wv/idzMhnDf13L5leX1rBkyd/VEBwaq2G3iI7ehsR1lmyzsdrvZUdLUm1MGTSoty263q8+fP099gD7PksccD10+S546m04/jF/3N0nI37OF6Pvp6ak+ffpUu92Xj5HyAUE+Lmj7pTwfPpEzkLkHxnbFPfTn/kt/t72RP5vQ8wOCtMV2u61Pnz7V/f395OPekpZHvbdkoApY+KrDtc8GKjj2fMdgw6RivV7XH/7hH07TXX6P/LITZEojpiN00d6qOVNNsJoA22kJnNsxdlGO0XvprHnXP/lu6sedgTx5tnNU3HOH7Ji/nbAJW0aEsjPm+2lLKWPV8mY9nveMjgEsKZ1xOnIPEukQeSYBb2cHduAdKbH8ODc/gy42m80EYABOPos99dzpJtvEOnD0p7MP681lecCzDjqC0dl56iCfd9THZMP6zHZx/dIWXee0h1yGYHBiGdMvdaAn69ot+Uii6jpYLpcHKHae72mcsNEMFtjHJADO97ugyY8lfhkc6/xrji20vUFM5te9PwLqfu5Y8CqfyecNxLpnR/J1Y4flzvG2ixTnz1J6S6S9C3J1pCrHk+79kX79bldmpq593mpz1luOp921rMvSTzc+W97EJ27z9Juj30mqU6cmKZY/bax7z8l+wfWzLqz7ro4uP/EvcpjYWoepy5FvOIZrl/AuyQGxxDNZb5fL36N+ZPlIb+lzpK8285HTXjBTKzfBjX9ng+bg/Pr6Wr/85S+r6jCSnUbTOc7Mj/9TcX4mj+5L+TqH0JWRAMUGm2C6A8udXnIZSreJ1+9QNoCuA9MGlOguAWI3ePCc9ZkRkw5odpH7pf+zg1smg0XXr1uH6o2JTv5/tFfAdpQANuuXeWR7W+60FUdlT05O6uc//3n9m3/zb+r5+bn+6q/+qj5+/Dg5EROYkR0sOYRsn65veAD2VLLvd3o4Nmh2xMN6yOn1rryOZHX1WiqXa5vNpq6vr6eDFBJcZH62b89quO5pg9n/nDLy6eQgwVsGnd/3xCZzbyLnetV+JsNfFL68vKz1el13d3fThwFzaQakwLZBP3W//YM/+IPabrf1ww8/1O3tbV1cXEw2wYzH09PTJAPRR+wDGc7Pz+v6+nq2Vp2yHMRDpvPz82nPx/39/Qz8OJDk6H6Sff/Gp3gN+W63m2aP6Df4t+12O21+Xa1Wk1weXzpgnCD32GZ218l5OcjVkRrqbP/pfJNw8Dy/u+AMMnj88/+JLUagrrs2Cga5nE4n+RHKjtDZXl0O97z8zrZDHawXH/Bg8ows2Ko3OpMn170nhPcc+PTspDdHp2weV9H1N998U1Xzr3tb5o64bLfb2SZxkvVFop950zwpsbDLvb6+nq49PDzUer2ezarmPplceoles2+Tp7chdG282+2m2RT3cfoQx/lyTPfj4+M0G0x+3377bX377bcHe9iW0lfZ87HbzY+QTZZ6bBqUfDpA4PczIu2O15WVHX8JbHZpRAK45/p0m8pGkRk6iwkZz3esekm+fG8EzDvQVDVfmmV9+XoX8esI1YjgjVKWgQ2ZlFhuTxUmecjI4BI4W7rX6W0Eev1/ytHVG517f4Kf96Dg/SHr9bp+9rOf1X/8j/+x7u7u6vvvv6/Pnz/P8uzq5DowmKdeycN1HYH5XG7gfPI99wkPwh3hPEbiR8/4uSx/RMISiGUeVV9Aqc+zN+jv6k7K8joC6D5G3r7v9hr5R8vznsaJAZPlFV17MYjmQMvmavfLBK5pbwaYkADKfHx8nJZjGfRBPiAj+GFAD8scPnz4ULvdblp2fHp6OvteAAkSc3p6OgN67rfpH9PH+Z5lsu/YbrfTRneDWo/RLi/L7cCwddyREyf6h/tLNy6MyEs+Rx1pwyy/841dHzap8Dhv27C8o0DEEunymDwiiyalnb5dPwPjjqh0JNHJQB086N8QW36QPQG/QTbvmQw4T+qW8qSNuf4EI3jHRMZtZfsYAXjbiNvDhMq2keTT4z4nVLHEky+l2xdYNn9B3nl1wdNOl+mnrHeTD+9vQ06ODs4gKfeWMHOmrzbz4YhA1TgC2V1LQNPlXdWD2RwEugF7CdB34GkpWuoIp2VwHs4zgfloiVeCNBuHQfqIoJmI5GDCdesqnRkpnaGdb+qh09FSnVLedKDoxiC3e9/66HTQzVpkShl8Pf/uAOESCB2RUN71BrSsl6PnOL71el2fPn2qv/zLv5ytu6RNk0CmLRj0jOo6qs8xe3M5nfOjXrZ/2jb1a3voZjzcj5bsijKPEQXXz6SXKNCI0JPyoI1uEMi+bx/ge64X4CHb9J1w/PjktsgToxxJ9If9eMdrqler1QRcIAEMyKvVavZhsYuLiwmI73a7acbD66ENCLbb7RQxtJ2wBtzRRJYdU+Z6vZ5Oqqna2xQAgdO8EqRaL9SxC9qwR6SqZieCERjJJakmVYA81wsZOxDr4MwSMeFvdJzjF+08As+WwakjCp2Mec3ExXVGPpMN53mMgGXyc26HkS4hvxmFd33zf2zGewlSP0m2vHw+gW4udTeRMOBFvtzPRDt5bw79rmr+/Yr0zyYSyMdx0Tmu5MyG08XFxSSn65pyedbBe388Q5Nybbf7k+t433ta6Hs8S7uid3TFR0Jz6a99m8tP3JyHNG02m1m9q2qa8eg+KG2y8tYlwT+ZfLgRu6hmB1RHbD/JCMCp6hBMkDoAkBu8zVC78iy7wUAHDI6BbcuxRDY6/XRR6Q7UdGvLU9buflVNg+i3335bm82mvv/++wMi6Pe69vTvzD/b2mA97y2RBcvbkc6lskfldSQEW7NTzPfzPZxO1mP0PNfszJfK8Sk8dP6PHz/WX/7lX9Z2u52+G5CDWpadS3dGekwQ3Mk+SjmIZ/70dffTqvkyhdRF5xtGp5KMCEzK6GdG9TCocx/z+wYorn8CMPflnIXp6tDlk/7SAOc9vS3ZjwAIGNzpP7kx2zZlcMdMw8PDQ93f38++Fs6Rm+5z2CNfWue7IoAg753wsiv6wPX19cH3KQBnz8/PE5CC7BgU8LcJU1XN6o09UUcDKGzs9PS0zs7O6uXlZSIfLE2jnATqgDn6ffo8b3ambgmqyW9EUPx8gswlwsDfI+DNGJ+g23l1Y5sB8Hq937xNVD3rkmQlddgFbE3aeIf9aVxjXDAQzaVMIzLCeyY2+LKORFhObMdguGq/BAmbNunwUiGPffQn2w9f+uYa9eXd1A2kwOO67d1thk8gHx/AsFqtpplEvgSefQmd0/99GEXabbZxzlAQ2NjtdlPQwST29PR0NqNKPZ+eniY5acuq/XJQl2WiR9m0F/7Ms6ccptHN5qBDH/Ptr6cvpa/2kUE7AYMKDNnXPKAn6K+agzDumU0lOfCzqZwuP64ZjIxIQgJx/89AMAJ0/p1sPq+5AxmodSA1wXqWa71nmfz9r/7Vv6oPHz7Ux48f6+7ubhZhSDDaget0zn6fNAJTXZ26vzvy5NTVzeUu1WNEZrqyE8BX9WQ1r2dK0sK1rDvOgHq8vr5O69PtWJEnAXIXYUm9JRDv/vff2ZadXjv9pgwmnMfIW0fMSdkHcgBPn9LVs7MLBqbR7FsOuqmnTrYMnHTypa+qmn+LZYmYvac+vby8zD7gRwIAGWjlTBjPedA1uM/3/K4BWA76Xi7iKC8Ag2TC2QWluv8zkDEK8rk+BhCUm/XpwCPPogf3wfxNSqBqsJhydoDd8nUEPP1eEo68ls/hu0e6SKKwJHO3X2U05ozqkSQsdUuE3frPoJWTx7WMTnd+zb/d/vy99FM1P5gg3+/+xy48m2bi4+VkgPOOVNq/Y2fWke0kj6LtCCFRfS/FdVuxFIm28GqXLmCUGNTXeZ+AhP0XvohvBNke0m+xdJjAh8eXPD7X4xPyZlsYg7vvoGvb/LGAO+knkw+vTUcI0giU08gmLFV91JwGSqNKoJPOxJ1vBHgS6Fu+lHlUD8uQoC6BRQLbblBMksX7ln1EproZn9QTzPp//a//Vev1/rhPg5wEQh2A6nTvsq3vDqi+Vb/8dhRn6Z2qeSTNEXPXx/aSH/XKPHNQS3t0/t1g3wFo2sp5JpFwwkl6cKk6XEtKSjmy/qO2HJG8EdHo3vEg7j7sGYC3EIWOMGYfIbl/ZNt0IGDUB48tC+uIUuqgs9ksJ9styY59ElHzH/P12PdU09GPXlMNAfDAvF6vp6WM/tDe3d3d8LhXliTw3mazmZZgsTTh/v6+Xl/33/4gQnlyclLX19dTZNkf9iNhAzmQJ8Ht+mtGVB3tpZyXl5fp6+eWIzfnU5bHLc+A+ONkyMf/7J9BDsZ9b4T2hnWvcjCYWSIT+FC3T/o5+1k/343PHstcXj7r5NkdZHPE2tF3t5HlcrtbFucJEEVX6/V+5sMHEJhcbrfbyW+4zV2esUEXjUenBqT+SQLhvUZ864Z6MkNoIusZhPRv3pPBMbQcG+3lhv5YqPElf1fNPzJI+d4Ijw82sauq+t3vflc3NzfTPiv7e2YiXl9fp+W6aZ+2n+yvtGvV/nhr2uDk5KS++eabWq/XdXNzU1VVNzc39enTpzo9Pa2f//zn0zsmKE9PT/X999/X4+Nj/fEf/3H9/Oc/PyA/1N9L2dzOELMke8Y5xiEXFxfTTImP411KX23Phyvm1A3yBicJRpzM8hPY+prLyXKdPLDT2dKxjJy9ZXfkJyP7Br0JlEfAjuerDk8NM6jv6lLVL0nLr/kmM8aYu0hPEp0OyKUj7epFu2b9O8Cabb0EzlI/Se46sNcR2043I3DZ/Z3v5qxHZ9OuD8/YjroBEXlzsEqy7fdc7yQMWX/ujchZtoNtIIlAElaX39mJoyoZiDDhGdl76jpJt58fBQl432VkvT2QpS+qmre9SXn6qyRbmR96s868tGDUfu/pMHmQNQh0YkkCAYgEslXjmdIEtfle11c7f2qg1JXhZ7tnfH/kc2y7XdSSurvcHN98rwu0jJ7PuiQgz+BOVy//zr9H9xIE+n5Go/3/UjnpI6oO96h4LKPsrFuSkaxLyph5m7RBdiAf/PY4yrWlscKyZrv4eo5F/j+ftb1nXzTJMYlxX/L4QP0zn6yLfWvX9tkmmRfvUhYBi1zu7nHVY2FiFMvU2UK+Q17d8vqqPphl/5FkMLHEkg85ljIv9qs4vTX/r7LnwwV265s9IFfNp/gcnRgtJ+oIjUFaByQ9mPs9/53rusnHdTAg53lPqVKHlMN1GQ1eWc8un1EeKbP1dHJyUldXV3VzczN1GtcnnQt6PDs7O4iYJSHoBriufm7rJIq+z29v1uK9kd5GQKxj8Z1MCQDd2e2A3JnzmmVB7u7dTt7uHb+X7UpKspX1T7lyz4eJt+3BS1D87qhv+f+sc0fku3a0TpOodPrq+mRHvkblWX5+J2Ho6ph6y7y6/prEo3s2+yIAIRPPO5qUwOk99Wm1WtXd3d3sRCsSeyyYkSDi6uVA33777UzX9In7+/u6vb2dkVz6JTMg5L/dbtvjdG9vbycZyZvn88fJ9m/waZ9jv03f4pSszWYz24hc9WW2x2vFDVr4aOJ6vZ5me/hhdme93m+8J1+CX9QZn4PcXX0o3yRpBMQ9dicYtu+yTvJ3BtISi7h9E/zntdS5wStyjJZBJWi3LM7bJ7ehU2Y+8uOTtAH2zIwH931ikfVIO+12u4NZCOzI77MXyHV7fd1/pNOzDNiMN0pTjmdSEqC7rWkXfDd9G13n5m//TdvyEU6S9z6g493uy6wmctA/Hh4epjYg//y6NzKxbAq5qvYYxf4hl3OS78vLl4+R2qbX6/X0MVFv/vZ7Jycn9Sd/8idVVdPsrtvQG9qxEfLxwRY+2coEMmdyt9vtNBv1+vraEpIufZWjdnNTG9erDr/UmYAvO13VIXNcAkBZljv7EgCpOiQI3N/tdgd5Ve2BwNnZWf3rf/2v6x/+4R/q5uZmRpyWIk/HgI0JkettB2oQvxRlury8nAwDQ0u2b8d/cnJSf/qnf1q/+93vpm9IJBiy47aOR6TJoDLBWEcSOtC9RCbeot8RMfTAUlWt7VbtO32StQTHx2yus+OOAFk3GaVK3aSNmFTkAJkO2aSvAwbdrN1Su6VOXM9j4N55vYU8Vh1GlQ3gsy2cTxJDBnWDro4AZX2XvgFk+eybnA/tbyBlou6+lsRnqd+/p31arVYHR9FW7TdhYi8+cx+7v7i4mEB6jmUM4AZ/nU3Rdt05+5BJn2TFffJO2bOfJXDPutuGIFhsCN1sNrMPVgJCqC96AGQZmHu/GcEt/CMbhSkzAf4o8uvkZxygdN0MzB0ws36cTzeD4Pycr/2vy+EnI9wdGcx26dbBZxTeIL0jM+iB9gIEd+QDe+6wV+Ia68XXIQOWk75if5l7ISyDx8aUDTvy0itk8z6P9Kkm1YnhTGo83mEnJkBVe7DtJevozMsefXqV30ts6DqQr31LHn29Wq0mIkQ/Ij0/P9fNzU1tt9u6urqaCD5H8aKzxGknJyf14cOH4fJkz+TYPpAZ3wiuz7HLG+qpF/pNMrWUfjL5yIGzqtoK5UBNpBll2KEmUOnAmK9n/gla3Nh5rQO0HfBP+R3VqDpc5kQdE2AmsDHRSWdG4p0lp52A8re//e2B48iIMc+S/29/+9vpI1ZJ0qyrjFQZ9DrlIJKRfufVtY2f6eq+RFTIswOetqUO9PJsRq5IrseIkJAn13NWj5Nz0v4dWXObOeWyODtMriWJTXv3oG3Zsz2WCIDrmTKkzXTPpo6W2s/A3GSa51yfkS9I32Jg2d23/iwv+sU2so1srx7IEkzYhtJfrlb7Dcm+70H0PS0nD6DuwwbR6Ze75PeYobi+vq7VajUBArfb/f39dK+qptkGnzzjwZv1+AbRBkkGtN1Z+t4PhpxJViFDEA/yIkEask9tt/vjSUmORGOf6NIRWso2Canaf1/F+yK8twbAY8KTRKDbp9f1w/RXSUzymS5YYH1Yt/7fMxSWJcfKtLEck5MEpD/MH+/XMTlOzNAFeV1f3quqg30hBtR5SptPs8q9G77GD6e0pVyuO/JYXyYtCYg7IuU2zJOn1uv1wTXyYCbHefmDgvbTuUcrx6HtdjvLK/tlgvS0X47JBTvR13IfmvuY+4xnnWynzGq4bbnnmU7qkSf0Mf66TPZ/pf6W0lfZ80FnobE5A70DdhAOhK/qQWKCiY4EeOBA4R2Y6QBTkp3uGSc/8/T0VH/1V391wLxTtuwU6CqBo8FkVwf/7eUnSZDIDyeRcnfRF9LLy0t9+vRpNvgkcez01AHuUV06gpIgFYdqJ9mBzCRyaW+WzfZhGUfEJPPI665HEoFM+b6jdc7LpGg0+KTOM6poHaE3T1Pn9HPXrknuq/Z9dgTORnVPW7fs/v8Y2e/s1zbhowQ7IGHflHl3dUh9HJt98N9uOwcVOhLlOiXZcb4MwrSb2/I9jZOXQAEs3A7b7Xba/GofYls2SYHMfPjw4SDyzCDuJVlVe/sEaGMTbFJlSdZ6ffitAZ+wwwyEl4VQJrMoPtnGMu12uxkRMhGBLLFUIpcWM5bYPqkz8hHkWq/X04Zck5f8hoBP2eJZR895r1uW2i2p4p2OfHSBPGTw0hPKpH/lh9xcNv+Tl8Gpy04ZTJgyOOF3bHsmSBAN7/fgmxz5fQUIwChoZ/3xN+V7CTSgF//PUh8TCu49Pj5OevUyRvoQ1/11bOuda8iHbiiPPLtofAYD/ZtnfZwu/SnHNZdjnee4yJHcJp22GfTSkXJsJZdMeezmf75+juxV+6OqIRD03+6oXc+0+Bhd7lkGL+nj3mq1mr5TZEJjX7rZbOrDhw91fX1dLy8v02lcx9JXOe0qwUEHAPx8PtsBva5zOuHoMAIP0MmYu3K4l3+PgGnVfAmEB6QR6O3k7kBDB+hHeSWY6WQwSOdaMv0O5Flv3fKVBL1+htRdS13Y2SKr281EK0Gp9TPKs9NtV6+RfAl8R+Wl7aS8aU/O187EdUJG6l9VB3mScmAxaF0iQp2NZzv73ohgd33LZHAkR9dPGVCTiIz6kv/32uROJoOZ7v38P/uj+9xoNjPrRbLP4P1On87boC9norqZsPfUp1HU2b89o1B1uBHVf3u5US478Li2BIp5ztH9LjLrfgAAclAhx4OU0YEJ18P5Qxq4nwE/y56k2P029UyeSeA9tvu5qprJzTMjWTJ1swzHEvrPOr4lP88w8f7o2QwkjO7n3z9WplGe/G87yDJpn3zfbeQZDuc3+iHf/Em5Uj9+1vmkDXdEc73eR+tdL2zMSwLTdxtMmyA4/04O69djOvZLGV5amX7I19PWs32SoPh9pzyKH/kzoGWiZ7nTj7k/drgy839L+mqnXVG4nYydYg72CYTs3HgnB2w30MnJSf3hH/5h/cM//MP0/YNsAKcEbr7e/d2lXB5mmTPvDgSNSM2o7CXg1v3fAdM01hGgS6A8iuhDvLo6u1zfz4gKZXhw7TrkaB9N6tP/5/M5i/DWAWoJnHbXRoCe5M6d4DXfxxmMyF9HbKir7/P3iOR09ekAtfuf6zVql2Opa4ecCbCsS/26IzlJHpFtBMA62ZyndTYqywPa0t6zToaq+TKPdOAeiPLaexon2oHlArk2nXZmhsRAmg2Ufp711x8+fKgPHz7U6+vrdLQnEUEiw0QgHWAh6rter6ePGuL7nAcykAd1qdqDgLTPqprNXiSw9gwKYITnsVVHSZkV8VKeJFV8/dx9y0vFCMhkxNdr1Q0an5+fZ19Up92Y0enATRd5djBiFGRhtsD5GPjRDl6+Sn7IbR2PZi3sByg/gbV/TDLQGXLl7ywnfZSvY//eW4E8/kaFZfQeBezHG7p9lC/t56NrMy9jEoPzY6TFhMK/u7azfgHRBKh5hiNzbVPMQOZer5xtT/3x+/n5uR4eHqaZgs1mM+V5fn4+XUPHDw8P9fj4WKvV6mBvGZvR3WZpr/Q1159ru938yGHk9Mok7uX44032Of7RH6kvR4Yj18PDw2zW61j6KuTDA6wFz3XZ+U6+b/DkhOJMQJ6fn+uXv/xlC64S8C/J2z3r/GgUsz2nLG9Jhg7MLAHDDmCm3N1v15F2yLJTpvzdlZ31Hsnu/TzWY1emCUR33f/n3wwAneO1PWY+BoqWP9sjy/OzSagsTzerl3nxO/f7dM+N2q4D5x356YjIyDY7u0z5uhmpkU1nYmDvZgA73Xey4jS5nrMDIz109e36Fn5mRHqS9HLNdkE9M/+0vQy4ZD1Jme+PiTD9vqYOoDnZNxhQVu0BkhNgxiCRwZ7rXbvYXgF6lGE5u7HF4BoZOgJse/JevyQt6Z8ypX9Ziog7DwPEnCXxb+fVAcwEzUvvWnej2YfO12+323Ydf5dHN/Mw+kk9dfU8Vp+ubL/T1THzTxBvX5VlWabuGb+f+Rmg5zg7IhIj3Zg0jAjVqN7HCJn3KUA+rOOUy0GB7Fsjv5vjga8nRnC5x4JIbvcRRnG747eMgzKYhs8ygSaNxuW0Cf72t1Mgo28dm77KUbsjAJzEIyON6RRysK6an2Blp5izECPA08k1VV5fKLcxdOCgA79ZBn8vydFdQy9vAfnOp1tTzv0OMNNBOn2MSEn3ft7PfLpONWp3BuURyF8CsjiUEUjNay4ryVBX3+7eyJZI2R6jwZ48RkQln+vKz9m+nOHKMvN9162zTeebg8aIvIwIsx3jkv6OtTnle4bVOk+fgDPsZoVGv/M5y2Yflm3RyW1/MgKM7s+Zcj8Yeb7PfLwtdZHxHCCZwaBNsJc8CvPDhw+Tvd3c3Mwit5TFSTAmG1U1HU15c3Mz2y9C8hp98mOviH1V1d4n+dsDREZta1m+v5ZMtLdqbv/n5+dTHbsNsSYd3leInTKDlP41ZxGcF8FF+hbHmXKqT54sZ79HOy4tZ16t5svquOb/c+znf9uPf0bEg7w7kJ3t14Fs18tjxGq1mkW6rS/Av9sePWLb3o9hwjDShZMJBzMbnuUgku6jVn3cahIZ9hLk7JFnVUZ4yO88PDy0toIs6Ovy8vLALrx/pGp+KESO1+5HDk5Q3svLS52dnc32VNhWNpvNJI9P12J/FNc8W4T+uhlU7Iv2fHh4qPv7++kgjPV6f/oZ/XC73U57wzyOmZRZlo74ObDBO9SfI819et+x9FWO2rUz6EBsRkdGwKMbnPOIM9/3O/n/aL9AB3o7uX3N+Y3qR2NmJL6TL8nBUqS8k6WTeVTfzN/3R+2U4DFlOEZUquYOrFsnT37plDs9Zb1dXrdsptNfDhCdTS0lD2QjYM0A3EXbkoQstXXqwoNZRuKyTpZpKV9fz7bBnrzGs2v7rv9knbMvdHVPnYzs0GUlIMm27ghCp9tOh26/royursf2u3X9DFsZDfpJLrO/vKfjKX2tB23+90wBUcHz8/Np4yX32LzOYO9kEOOlVIxhVV/anm8iLJ1Ok7brZVTdtxcAJBAHAy9ADN/ycL3zCGDAh6PB1MGgG7mQJwmd86Pe2d9GoB3wyfIrX/M75OnAQkdAupmLTBksS/KQ5GOJeDjP/DGY66L8nSyJV15fX2eYiHaAiAIoIQEAZ/+Qb44p6ZNTDhMDHzZgwM/v0bce3JbeJG8SudvtZvszSDkGQ6yS8FtGSLfHIp5xsm17VqBqvlHdvjv70NXVVUuMs0/z40MgrGO3OfUi+cAFxuXn5+e6u7ub2aefZwkYskKSPI6aKBkb5ywK/iy/SXR/f1/39/d1dXXVBtG69FW/cD4CczjQbtA+lpedH/+PiIdTAvER6B0BSVISJ8uXg5p/Z96ZX4KQY+SqIzGpq9RDAsV8JgeWLnX67shLlzdpRMY6IOz7x2bKOoDvjuL7jiCnfN31EUD1kpyuzTo9Y28jIN39bRlGkbGMto/aP1M36Nv5kv+on3Vt15Ecz0plGsmWgHxJR37Om7W7PPPvY75qBCpG9u73Ozsd5eU+CJjJd98yPf+eDlNGn/EljtxVzQmK7cjLE6r2EdDdbv8BNwCeB1xAM4O9lygwe0J+BqHMxNuH+Xshlt1RcIOxXFt/cXExPZdr5x2F9UyFdeVx1IDbIIj/u30ppNG47/5iXwJ4rDoEfzmG2nctkQF+O8CAbtwefo62cMTZZGFp1qMjKaPZhtHzAMKU08EXA0nvEwBw+ojUtLklffGM90vlT5cM3HnGhJ/UEZpuRsbPezxcr/ff2UEe2wYkxxjOYNvJS8dMOjyrRD1ol6r5TIj3XEHM86Q3dJJyWUf5HQ23hUkm8tHPmXHhPfdhSEOnf+zbsrg/WrcQFxIyuy3emr4K+RhtSO0AKI4m9wR04LoDO/l8/u08/K5TAtYsbwSKUs6unvzd1W9EdEZAN+uQzrKTY4nkvZW4jerU6WHULn6uq/MoopFR9qwj/3dfB+2i3dkOeT/lI3kmaUkfHdjMZ1IvS7q30x61ocvtyu4iWUnEMsLhMrt+sEQEc4aDe6OZwmMp5eh0xIA1IrHWV9qnB/TOb3X91v9Tx8xvZGd5LSOmSSg99c/A4Ah3VU1Rs/c0TrajtE8vU7I/4reXjnijJu/TRsxkkIf3uyWAPzs7q5/97GcTMKCP0E98ZDTl5heSiRZDQEwEurXc3rydtggY4Wx/ZAHYGHTbR3sTOuVBcqr68d8yUXfawADIwJa6cw99pO+hDSFqJvHISTskmHSf8j3ec7DJsrhdR7M4o9TNwqQ8HdHjx36m+yYHgPD+/r622/2GcB/d7L6QftazECYH/E17dSRst5sfa86zkCDbOcdcm3h0m5UT43gWDLsz4Sbo5RlDdMVhED6SNqP79N/7+/sZGXh5eamHh4epDvw+PT2tl5eXaTYUO8zDF9LPuw9BFp+fn2f9Hh0hu8d8NodvNpu6vr6eZmu5l8GT/NI57WId+RhlnqMPXF5eHnyMFIK7Wq2mZWtvDZR9FfLRRUkzJdDuWLPvjwjHEpgZyeDISIKHEcB0udnhuTYiEzjR7n7V/FsnOUPT6cTvrNfrFhwZONnQE8AugeR0QiOyl/JQ3w7QL6Vsy9TZqOyqmq03fms5PP8WwmUH7Xy6Z7s2Hsnhv9OuRvkcyzff92yAAbrz8vVuqYjlxUF3ZVX1R/EmUaacTicjexnZ5mj55qi/dW2eM5/ZNl1a6g+pn5EePNgY9C75IQBPB5je0/GURD7b1/rOJRAZKOmed5S6m41DhpE8vJv9vIuYOwqadeS3Zcj3XF5Xn0wGylm/Lq+uj3cR/Sw7x1vfswwOanjcyRkH62U0xo4i937H+rY8lmmUj/MyyM3/HVxYSjnGug4mULkcCn/fkYXUlfVEeX43deP6uKxOd6nTjsB0Yx8EzLqy/04ylbNgqW+eS112Oh21SXc9Zw+6Pu96+b307X7eMjtYguxJYPy8AxmerUwSzYmxHsutr6wP5ecM19KqgUxfZcN5CnQMTHiw78BrPjvKY0mmBMIJBvLaaGCqmoPizml3BGnklDISk+Vn6q4fA0ojMNWB6SWCl3Xs2q8DdksgkNStz+3q0eVZ1S9v6/TY6Xikh65sOjADH9eOvd/pHBmXSHbXd1KXoz7maL5/dzL4fUdBTIpSxqX6jWSyrrr+wPMjIj7yD0SiMp8sM/WWhGzJjrv6Lekgy/a7yJ/1TP+Zzt6gZGT/76lP6JYIpCOv2LiXW1Tto4MPDw/Th7scXX19fZ2O4d1sNgdrnL3UkCg97U/kdLvdbyjNzakkD+ZejuLlVrlRlev05aqafW0YW8pZOiK2zERYf/44ovXm6G33PL7AQJAoMXICetAVz/A87cX4C5gmkpz1MBDKMdZ9cTQeOuEjDNh417NKHUDtSIaXLnn2wUEI69NAO4MtXR0M5rFrZj6SIKCrjqSlfElevKeEHza2e1+Bx5AkgFzLAw3W6/0+CJYzGmyjD46R7fw1tuEZbWbxbI/ul+v1uh4fHw8+2eDlT/YP6/V6NnPivRTonRkWZiL84UJ+J564uLiYZhHoF+x9oUz2W/j4cGY5Hh4e6ocffqjNZjN9CJXDBjjuN4NgLy8v9fT0VHd3d7PZC3TJs7YD9wMSPtbvH0tfZcN5CknqQGEO4h0J6BooU7fMwfllHsfABc+mTE7dfYOZlDedc5a35PxGAHkJkHfAZyl1BIPULTsaEZDM8xg4z7WYS/mNyn/LvaxXAr0OnHcA37J2AHtURsqR/7+ljZbeS3tMOzwWTRsRsmz37nkS9j+qy1K7OSUgTzszAHffy0hvylxVB++O/IzLSl2mHjsbf0u9OzJskEE+Lq9rwx9rO7+vKYEgyRFU9+kkpG4v5wdIYBlU10a+Tl4GX/yf35vw76wH73abdV3WyD66KLsBbncMMIAu38n/6SeePTKoNohMcEpkNvPt6pLRb+RPwpGR9i7K3+naZXe2QH1GAYAkHa5HF4U3hsp8rOvOlzh/E5rc4+FnchYq+0jaquVNEkF5PkkrddiRQefX4bX0fxnpt63lWOf6Wd9u61GgJ+uQsxDuBxBi65RxmOVa3SxetqX7Rx4B7X5JfeknLF9zcIPvb6TsaatpA5CjXCKW+nE+yIusXh74lvRVv/PRGd5oUK7qiUj3u3s212qPwF+X/xJwGNWhAzh2QOmoquaDz1KkvyNpx551mVl2EqHuWpdnNwCPCE6n13x+REI6IJlydvl28uS9LGsEmNPxpJMYDXij1BGCTsYlkP5j38+/85ljTqCr61v6p5/rdJLR/R9TF/raiBhl/b755pt6fX2tu7u7YT0BNx6obR9dNDiBXTrdtK2Rn+j6Z+rBUWQPsDyTBOutzv33PW2329kmSCKmHkQ7YkqUn70QDMwcV7parerDhw+13W6nNeB8tMx5OWGDV1dXs+gyZRrsk/d2u62PHz/Wev0lIrzb7aYoc3ekpT8Ix1puTvrJVQlEOamf16ZTBwMy26j3yvA8s6buD0n4KNt93DIZ4CQJy2OS/cEzgJiBoWdceMYBJ5JBGM8D+gwSU1b6Zbaz65okJL8JM5o1MWik3NQNz4xmKbbb7Wz2gLqQh6P81MuzG24TL+Fi/wg/3kuELnJG0eXia02c0Jd/sy/j5eVlmr0jL2YD8jQ0tyk27XKoL0de01eq9pvLITNuG2+WZ1zgPfTS4StvNs9DA5gFZMbIPt9jZp4qRZsbY15dXdXl5WU9Pj5O/oiT+ThC/PX1tW5vb2f7pjabzTTbwt4rZrLYwO52REdnZ2fTDBX9knZHl29JX+20Kxtg93f3bMf2u+QOPprxSMeSg34+azlSrpG8Hcg1C857GSkZAX+cg6dXO/CVZSRhsLzOY+QgR+QAmZPxO+8sMwmMZUm5ttt5pCc7tq8tAWCX7cjNEkGhg3VtWHUY0ePdnPo+JlOXRs+l3kdlZb86BmyP2XOm3DjuvPLdpX6eOhyR246odu2XXze2rgCEXZ1cn5EuLa/Jg9/JfjKyQfIa6Sf1aGA0yttnwy+R3/d0mNA5R+Ya2HXgz0DNwB4w5sH34uKinp6epiVLLJ/qAKkjvCzXMHDO/kJenz59qpubm7q4uKjLy8vpWZY3dHZp8lFV05eVmSnhGFSAh4lJ1WFfy37Hs15yRJmvr6+z74RkfzVwJzlaTHm+V7WPMBuIe4aFZLLB//lMRsfzPWSBZLrO3Zhs3TkZtCX54Fonn9syAx/YofUOEM9lURC07Xb/QUUTGPTt5UPk7xkT25QJjcEwfzuIkzMI7gM5k+FE29L/IBGeWXFePiGOOlftCYPr6o3g+Y0Skr/95raEnLt9+M2P3zUpN+An0SeTTDgIwf/Yv8mXbY9v67BJHf0xS0IdIFfcX61WE0mh3T9//lxPT08H/bvqy1I426zHS+viLUvqq77yng8E8N856CcI9HNpjBlpcKWr+uMDqw4/BMOzJAOEzKeryzFw1wE25EhQnPnwfwLeXA/Jc0ug0rLm8yOwCBFwtBpHNcq/k+OYbNmW3YyRSUFnV91gw+9u/f9I1pGuqg6jykv2vaTT7toxMp56P0ZqOgKSel4iJPl/krJOvqVrSTLshJ1GBG7UPzJKZrl9AhH9mCiznx/NFmQ9Mho3kj/rObIvP2NH7bbmun+TDAY7H/aexskADPDKoG/QwvVcDpGE2AM3wCfJi397+QPy5PG7nd34WwzIatBs2zbw5L7XbCc4NDFJMFy170+5LMOzIgChDsBn/ZA38+NejgWjdvQYm+3ENQgDyf0vZ1L8TC4Tc9/OmQhjC2yn8y8mHUkK7KO6fu/65nhgQgIQNfgGV1lfOSuVcjo/24tnQPw37e8ZEBObzjdaHv725ugkhR7P0/6ZlaqqA0KCTVftA9VpX9Y1bYd9e/bSvppIP++atGW/Z29GzgDR5tgOsns8Idhk8mWduRwS7Yv9Z1v7FD37RGNufiAj1G+9/nK8ruvgPu36d318Kf1k8tF15gQV+XwC/RyY8x75vAUIWKaLi4uDjp+ypKEv1WEEZkcOz+UlSHO+HXjMdAxEd8A33893+J1yjgaBJTCcS5neKksHXhO0pdzZNh6sO12M3rPs//+kTsYOjHT/d6R8pN+R3bsvdXXOvI/Jc4zsdDKkDkb67+rigcmAImVhkM/+0vUJ5zXyHV1dl+re6bGTJ6NAVfNDAHgnZ2QSUJAXQNID0Fsd+3uq2WbYzWYzDawskXp8fJyOKs0NpAzAHnRZ+uSNqCaHBkEGpQZk+VVxkm0JmS8vL6eNo7YdLwl6ff1y3C9yJenOfs/G1NPT0+mLxIyNRIRXq9X09WWvAcf2OOLTsyCXl5e1Xu/Xu/M8gC4BetcXMjninyDd5edsFslgyNF2P2/yYSDczYpU7SPWBmCOMKfsjth7loK6o1t+koQgT9o1BMBAEvvxMiOubbc9WaS9eM6ReG/UzmVXuazJNp54YrVazY775R0vdbKtOGFf6IY280yH+x+br5ktpGyPM/at2N3V1dX0v5cv7na7ury8rPPz82kJmH0JdUJ/6/WXI2k3m03d3t7O2t8zkOiSd05OTqavhF9cXMw2r2+3+yAEfRQ7sL3ZNpmlYHbDbYS/IE+TIJZbmVBAvNBtztpk4OOfjXxgPKP/q/rIbgIAHJadUlW/JIGO5ry4T4e282Sq2VPvS7LkNf+dp+VkSiJRdTiL4YFnCTB3so1AV5e/n828uWdHd4zg+e/83wNIysjfBmLdc7TdiCR0s1OdvJ3elsDlUhR5Cbh2pDmB8lvyHT2foHypLm+xi9E7nVwjItDZ0pJcfi8DD+7vLiujN8g0IiAjuUa23+lpqc5d/fx3R7xJ9jHUaySP7zsSnf5zFKh5T4fJgJPfBkn2TQC3XPa4lNKPOnkcW6/3Syfy/ZHcVYdRcM98IG+S11FKcJ3P2/4yEp35jCL13bPWZ85iZH15xwQjx6muTo68Z30MWLnu57MeJv+dnCZX3WyOAxD85FKmlNng3XrKsk06bccQUi8Zoy1zZizb1rZgOQzAs8+k7Pm+2zDHR8+UpD11+jZhMige2dFS9L0jqJmyT/hd27ODDInfOuKYNtfNUuSzIzLX6SPrne+6vNQryfuU7W+oa1VNxJFnvMTux4xLX2XPhwfUrHw2jp9PcOr7Bime8u2SiUHOZlxeXtbFxcWsk1bNoyqWxb87oOBGSBKR17777rv68OFD/epXvxoeC9r97wFgiSD5fcuNE+qWKbmTMDiakDkPG+ExULsEVqmHCWYXtc/kd7s8u2VCI3Da6aArbwl0dgA/wXTmtQTWM/9Olu730nsdKF9ycinfks5GYL2rf5fniEAck81tPSJZx+RPuUY65X7uLeuesTPuyh61f0c6/eyxgEAOoO+pTxxLaSBWtT8Wkg8J8nGuqqrb29t6enqqy8vL6flc5uRBHZukLCK8PGugut1u6+7urjabzbQ3wn0AOdmUvtvtDtakM8btdl82n1f13xfA/3scQyfs9XB9qr4sF8kN8QbSPE9+joB6430u98qPkCGXZwxGJMLlr9fzI05NKDoS4bxHY00ejkH9ci+MgSfy87Xn0Rp3ns+9BwkmTR5oz9wzwbPcI+KfROD5+XkChqzbN6Emnzw0wIQGG+aYVt7ZbrfTRzUNjrN+XMsgyXq9rufn59mH+sBqli/1nmOZCYztIn2p+2jnL21nDk7Txv6aNwHs+/v7Wq/3G7rpr8wo7na76fCT1Wo1YU/PHL28vNTV1dU0I4FOyW+z2Rzsrbm8vJxmJPjNsjX0SL9FB1X7vR7uO+nPKJNkwml8CBF5eHiom5ubmY6wQ3/V/Vj6aqddURFP9eX9/LvqbUuGzCLtzEeDc9X+ONfV6svpIT6DGpKU67uPyUpjdIzezyDP8/Nz3d3dtcDDdR/dHzm1Drx0/+fAkXL6mQT4ydhdr7cQQf/dbdRKPWT9joH1JIeeNRmBYL/rv5d0mDNdI/CfgL8DlV0dR+C/e39Uv1EdsfMRgR31t65PjvQzqit/v4VkdmkU2cLJHcura6fU41Jfz/1oXV4jQtHVZfR8l5f721Jfe0/LiUHVyysMigFb9rMsa+CknY54JPmoqgOwOvK5I7/gyKXHDwM87vmEqs5GErhbTmS1f0AeThgCLOUYh+yWk3y8/GK9Xh/sA1it+iUZS0teM2Lu2ZBOJrcxoCrHUNrOeXgmKevo8pMU2c+OIr6AziWf1enY9lk1n/XMWRT/9swHNpmRaevSunO/IB8Tps7+fa/TUzeOdLgtryFjN/515VLf0Zg2mr3r9O7yvYHeM5cOhpnocO/19XU6TS7LNS5KX9KRLlJiHvoY/Zl297upH/qtx2WIYNXhPrDOl0C0CB64D+AL3pK+2mlXI4DF706RVePlE2ZcNHQa/KhclOBTYvw3DZSNkPl1MnpG4Rggv7m5OXi/A5ydjmz4ftYs/scuD7DzTkCVeTCwdTNZ/t/l55Qz99xRuecOyH3PZHQ2MQK6aRtd3S2T0xIAtUxLRGVk3yNQ3v1eSgbyS+90cuQg6bZaqpvLzevdgQ5ZVx+20MmZ5fh37o/gmoHBsbpncCLJht/x9dEa9I50jOy+I5Tuc13gZLQk0e/bd40CE+9pn/jQl4GZk0khvvrq6mraE+IlCFU1A9QADPJ+eHholyusVvsT2V5eXmYbV9lbku8xe/Dw8DAdlUm7397eHtSD+8htwOFoOn97873BpTcvsx4f37pe7yOn1h/vOyhnsOaUwJ33DX6piwmN9UO52TYmkfQbvnmQpNCR3Kr9JnsnBy+7FQAmbzm2uZz88TPr9XraY9OVlT6I+z40gDxti7aXLNu6ogzamjbwHgnGwPv7+xkoZYYlCUC2ha+lLNTdtkbKU5m8XyRnEbyniLwhTrZDnnt6eprKBhdywlzqllkm6sMHRykDv71arerq6mpG4h4eHqaZEs80rVZf9mR8+vRpJh8zVc/Pz9OMEx8GxFbc5vR11yfHQWZonFwfbAd7hzB5xu7u7m5mP8yepi1nQONY+mrLro6Ri9EJVAlweYfkJVcjMGf2mZ32+fm5fvjhh6oar0cbAeoRqMiO7BMSRmTGZCIBbNa9A9Mw3NVqVd99912dn5/XP/3TPy1GlRNY004+M9367YiXiVrXxtaRZU6yNSISSxHmPIEry0xQ7c6X0+nYiO3EcvjvESj9sYAvdda1Uaeb7uzs1O9b80/9Z1kdGbIj6drv+vq6Xl5eZrN6KYvbp7OdLnVypg6WfI3tJ5dpdc+PZOrI+eh999Ukd36WoEXaXr7X6b0jj+k33tNhsq8dkVf6NUtBvv3222nWo+vvDNK5tChBuD8W9vz8PAMhVXuAljPpm82XI3D5BoDJ6MvLS93f39fj4+PsRBruf/jwYdqcuzRzCPmAYBmwebMt9fWxnOTBPfpZ7tdL/eX4DMEwwfE9t5kxggOS7qfZXwk48r717nGPMjIinICa3+jLxMoAz9Ff55HEywRohIN4PpMBsgkl9XJw1HV2XQDW1ju68LGutBNLitAby6fQvQlhZ3dJPKxDbKXbb4BtmRyjP5ZO0ta595iN1YlLdrvdtHGcTdf5cT/jOJZcnZ2dTcsxM9/NZjP1R+r/8PBQt7e3dXp6Wt9+++3MVvmqOO9iBycnJ9NyUJZybjab2dHB4DH6483NzVQOpMAExUQBX4fu6bMQKZaDMYuC79rtdpMs/DjQYJL/z0Y+OlLhtATiM58uKr8UOV3qrEQIDIByXaHZ9mhgzyhHOiXKNNjiVILcqJP15N18bgR2KJ+IWMraERmuG0wnAPW1lM/gp2s3L4OjPtZT6tQD90hu6zWjXpY9z+Q24Mzy/W5GzEbPdWC2A/sjPSeIz3p3eqr6Eu24vr6uX//6161+0k5MjLzOuSM2nW11ACXrYxk49Sfl8Tt2UFynz72VhBnUdXro5M3r3SEGnR54fxSgMNgcEQDaoSO+VX3QIv1DOvD0dbaZ97Sc8A9evjSyVaKO6N4zTW4LB2vyef8NYKjagxf2PBicAaLwFRm8IvE8EVrkMWhJOyKl3Xks83ISg3SDdfTn2bkEkjxrf+3xPOVxZDXvMbZ5rB31Od7PtnX9AKuWK8utqoNTldz2/G1iQiKSbLuhzC6IaPJBnbrnKDdTJ4OJW+o7Z1Q6ufC12GOOczkjg62gY5eVz1sG6yiPxc0+R/9kD4pl4r7HimxT+/0MOPhAInRKHh3+dP9MnWfZJt70+fTnJkrO122Y+MNlMX5U7QlG1hG/wF60DAh0H+b0TA9lsTzMxBZZ3YfZi/LPOvOB4JnS4eczBqqOdlQdLjXgWr7fdbSMMmRHIB93HvLBYNMhJKAg+bkEfty380uQTp07gGniY2BDxOEtkVDXi7QUSXWbeWDLs8JT764DcqZMCZwSmBu4jQjoEjH14L20fCbXYY50t/RMtk/qM4mJ5e3sK0EqA37K3sma+qrqj7ROkJ6y+1o+73r85je/WXQwDEyU/5YZoyRsJk/pINMGnX/XNzsflO3UERcPFK6P88l+ncS3I2/Y4B/90R9NM7M5sPpvwEKS1/e0nM7Pz6cIrb/tYfvnb4AnEdQ8GZHnDeSq5oO8Zyx3u90Emu7u7qaN5l5bXbUHFYCEqpo+XEj+XppxfX09vZ/RUS8Byf6ZUW2uVVXd3d3V4+PjFPSgPpTz8PAwO+uf5R85a47t2/dC7DyeO0DDl7bza+vI4Oh3gs3s19TZUdn0/53fAiN4I37ah69lIMBHl+ZHJD2zYoCZQaguQGEb4F5HOhgvRmMz1xK8ug0Bndvt9uAoZWMoA3S+ju0ZifSDGXyiv1DOdrutq6ur6WhZcAY28/DwcHA8tfOgHo+PjzMSbgDvulbV7KOdnukjgg+IRj7srAsQsKSSgy0IDoNBvv322wPbMa5y8myabdFL5Jj1wpfQDsxWsPwKn+Bje5GL9qOuDjrc399PS0jRHTbNUd4mWSzR48Orr6+v7TLGLn2Vo3ar9sbt6UeuVx0O+lX7QTjZqgdcOyzn5Wv5LOV3II+yWNvL9BdGNgJ4TscimwlMeM71HwFWDyLuRB3AzESn6MCl9ZaEIwGenZ3bZZRXF1F0hCMjZJ0++DtnGFJGJzo4eWe9kkzmQGSH7PdGes5oUEfsUgcJcqt6/Trd39/X7e1tq5+0/QStHljyvvNKW8hlZR04d3t2xMl6N7jqyk+ddPKO6pzl+n/rtmsvZMo+MiqXvJJAZR9f0l2+x/37+/uD5RMOSjgKmDp/a3TpPe1TBh2q5m2VOl3SMW2bkVDfd2TQ5dlOu/czADRKjhBnPo6wpwzZbzIq3YHu7E+d7+rGXOdrWbqgELqxHkZBzS4Zi6QuXNdRfp69QCa/B+A1+eA5BzF9zaDc/doydYQi83eemdeSftIu0o/ZTuwH7ee575+R3VJmPk/C9rOOozqkTY0CmE45/iUZt02S0Ivry7PdapVMEAPedwDW7XcMwyVZs8xLqeuzzpOZxgx0Z1+BAILjLT/3wahZnvv5W9JXPWoXAUnJOHOJDgbl5xxpz0bMQbgDo36uakxUHh4e6ttvv61f/OIX9enTp/r48eMB03XK/Khf1+C+n3KOgK5JRqffdAbJ6g3c+d9G73boZO+IhfXd3bd8mQ/M/fb2tgWOHUDL+x7gu7KtrySA/J06SIIz0kFHfjq5Euw7dQA4U7bj6LnMEzuHNLgvdbodETDLPSJfb3nH0SD3wS6vEfnNZ9LOumVN5NORi04POTCnLVhH7k+dP3E+I52NyNNut6ubm5sZmMm+n34Mmbpn39NhIoK32Wxm67WTbOLjXl9fp+VXrOP3unKiow6u4FMJYJ2cnMwijYCty8vLafP7ev3leE7Lst1upw+KAWLY+7Fer2d5doeBVNVsGUvn9xhHPYuwXn/ZK3J5eTn7sjKp23hPnfnYYgcwqw6BL0eKIg9jPcEK76exbjweOajjvuTZIfI0iLRclJ/jrfeYZH9mVoNyUk7Li62MiIL9X/Zr8vHxqcwsQNyIeqcfGhFpE6fci8JPLutxuR1Z9ObvTMjppXU8j42lTbmtttvt7CN5+YVtZpqQPW3WbeG2tKz0JyL35MVmb/rser2ePeOZQ9qCGbvf/OY3VbVfGmlC5yBT9tsMRtq+s59TFwcvmC20DtnDhs9gqT5tkLrHfxEQ4xMVtgv0cHFxMR0hbPtg9oxlk8fSV9nz0YEvgIfZOhUdKbTqS8P9f//f/1e//OUv6/vvv6+qOgAcCVZMZhJo04FzKvj19bW+//77+vz582yjUKYlEmJgkdFKO5rsuEtAxddMOpYAaZdvB5ZHgMXMvotIJLg6Pz+fjLGTYbXaf2Ezy0wQbOBHObRRRyich+VjKjIj0EskJ0FrytWV5XyS7GVKIuDyumjIqI3zGRy3N42N0ohw+F4S6k43KY9/d8uBMsLGM10/7nTtQdHyZhSqaj7r1ZELy+08drvd9OVa21/V/kQg98ORbRwjAgZOTpSRMi8RWv5n6ct7GidOu0L3Xkpk39rtPbBvZw10LuMxaICk+MSpBEBua5ZMkC9rsrfb/R4Ljr6t2vtgll3kBlvqUTUHwZTHshDycp4eK7uZQ19HN/xm/O8CHU4Gox4zvbfEOuUd38uxwn6L/PGLI5+dQQOXZdCe/TAPCkgQiRy5bwJwamDYvZs+OuvF7yR25Juzep1PMpBEn0k+MnjnMT5xm8lFYqCUGSKzWq2mPgmOIJ+UlWVQ9r/O033aAe5MnS24fcGXEDR8K/mbPGS/ol/zTRT6Cnlhs8iVxGOEH9w2JO8l9niS5CYxI8uxHLhK8gH5z8MMvHctZ0W6NCKkXfoqMx84QpzmyIknObGxuqFub29ng6sBCfmk48lneS6BkZeFvby8TMtbus5qR4e83f6MTLnnoQOAOCYbcTq8JDEZCTZYT1kzpQ675DbplpHYUY2WoZCenp7a+o10YrmSONo2csMnHQ0HtQTkO0DdtaWfS+eQJCLz6AbeJeLj+66XgURGFzOC1skyAkmjZ5yW9hbYbkfEZgQ+qvZ2tdTGBoYpa5LkEUHK+vo5l2dHacdpfdrvmKylbGlXI6Lq5KiknxuBCfpZt4ToPc0TesTvYFNJOqpqRkwYYLnGoOtnLy4uZn3y22+/nQU/ttsva6WxE5NaX+vAIIk2fnp6mvb5eWZlu91OoGe9Xk9r5wEbJPIElPvjaS4/CQ3ypa4SzBskZf08DmefyrHI/dPjoPPjJ2cUsj/mKotu/PUz2bc9Fq7X61l0GfKBbu2XU0cmRchnEEg5SQwNKJ3soxwA7cbSjtDwjmdwkAmCAI7LZWQmJz5qtwuCuU0yeIMcnjVgrwJ9hry5nvmnLhxAQh8mFxBd5PJJjZTrk6GoM+QLEtKRCMboDx8+TLIQ+CDxt8d4t1cmj4O2nd1uN512Rz/OD0a+vr7Wzc3N1H7MxFgGMAazs65nLhfzxw0t3263/4SFbfufjXzsdl+ih3/6p39af/u3fztNUedgn44mB2x+Pz8/11//9V8fREIyKp955gwEBpjTjJbbf3cG7r9937InYPdA0wErri+V44bMDo3uPEiMNld3ACpBZUabR/LaGXX6XK1W9Sd/8if18ePH6Qi5nLHqiFMm1y3tyE7McowIQXbqEdjvZEjdJMFIQmDCQOoIlnXSkRTqlW1KGxjgJIHxEqysS0cUDC78rO+P5Ev9dG3Qyci1bolkp+csv5ulyzKth7SH1M+xPSluhxxIDSCXdMBAm33PgNjlVR0eTmCg1Q1W7+kwsTzFm2qrDjcDr9fzWZEcu/L0n7Ozs+lMfx/Re3FxUbe3t1NAi8Hem9hZejSyHZ63f3x6eqrf/e53tdls6o//+I/r4uJiWkrBkdebzaaur68ngJAkn7qyfAh/zhhpoJEpyQAJ0NjlCeEwQOmWddl/2pckqAVUmkx2/hW5IH+emcF/og+DswwQ4Z+R10uQ7LstAzrKutAOlE1e3jxMvXIpF6DRgJo8nKfbF5lMGK2jJJNVNdkmgN9+x+M373EcbOabRMP+DH173wDvPT8/19nZ2bQ0EVBM6mynm+XwDF/iHUA4fYe02Xw5FIGTqdi8/fnz52kz+Xo9/wZINytxfX1d2+22fvjhh4NZEG+ETyzpMZ529o/fgyQ6EGJb5GSrjx8/1uPjY52fn0927E3x2+12OgjDbWMiQ9leirrZbOr+/n62zNTj7Ovr6z/fsquqLzv+//7v/37GeFCEp3sSuDtR0WMdxskK6kB11SGA95RsDvY0fAIgAz5HcHKQohG6MiyH/+46SkaWEnwkALQ+sv4pf/dsEpNsm9RtB4wYbJy/nSXl2AH5WZdt57VEEDrw3RFf55OA2bL67+6aB9UE1PncUsq6J5BNe85+1ZHNY2QsZ8lSl9YReXd7KxLApz5ztoupYq7l/czD/yOv32HgytS1eVfH/Lt7LstD1s4mR4TDKaObtlEHTUzKSOkzRkGE93SYDNqq5v3IoNgp/So+zO3FMim3ATMNjpCTvEY/AbZTzmoZ0LH+HBk7ULXdbmfl4yuQ2SA8fQd1c6QZnfkoYAMN3jVRQG4/S3leMpI692wC+rGOcpz2uwD+LsCJrrJd87kEk+TbkRuTsVEbZj6+x3uA0pEeUgbXlfzsW0azPFl//s8lqZn8bMpj0mgwbVlS9+RpIphgO/uV38tAssfBDr/ljJP9t5fR2T7t930Slk+ys07TbgzYu/Ggs0X7FpPP3W43kSSIEUTJxM0yVtXsbwdF3cYegzssY7u1vN2sWtrJ0rIsp69CPna7Xd3f38/Wzq3X6/rZz35Wv/71r2eNkJE9kgdwzyTwTv5tpXUAPmcy7IwT6Pp+GkzKbrm79ev+vofLSDk6IOL7CWZcrwSE+ewIBBm8ALJGS2wMVj0IUh+DMgDmr371q6lD4lyyw5qlU98st2o/zZkpiYHtaVSPbslLDhIdGSZdX1/X3d3dtOEqn38L6RjZQfcc8uXz/KbOHQiumn97pyNbWV46wW6A9v1u2ZXJpvtlfmOhI7hdnxvZZxKkznlmP856J0ntBuuUxyln7TrnnSkHYA+QyJT5dX5zVKf3dJg+fPgwRWjtPxnE2TjpEw+dsGdH81er1bTUyefrc7AG3/TALwJEeA5AQ9TYYBy7gjQB/M/OzuqP//iPJ5lYnw2Burq6mp7nEIPt9ssyCaKdXoaV/Zt9Kk9PT9OsDUs6+Kjh+fl5XV5eTvrL8YtIL9FRR6opj6itA3ipb/quCZ6/YZB+fmmZh/cZWMf8pk95A7nJ6nq9/6p07t3Y7XazNsQ2csymrZghIl+/R5u6TQzikQF7SEBt4Gp8QF2xOf+YQOV18ueYW/tTnvPyI8gvcnCf+ntMoK4mTuRFvyJfk5ntdjutqMj6sszQdsG19Xo99QFveudDuV52ZJLNNeri437dXti7l2Z66VZHvPxDf3d/5fje5+fn+vTpU2232/rZz35WV1dX0wyn7cjthE4+fPgw2Q4b6G0TbjvsyuTWJNh7nJAr7QWf4OVnx1KPUn9EsqEZGLy8vNSvf/3rWaQiGZKTO5SfMWhzp80oRZdnMsyqw1Ml/DsBqfPBwPyM124aMC2lUfTSxtiBGXdqDMR5OuX9JADo2g4o3/dzdjTIgKFvNpvpZJiUN4FoB+LclraPUfTDTr6zJ9rAOl4CmN29BK+fP3+eLZVYIg3+3TntrE/VoT0jnwcg25WjmAn+E5w7v9GAb7kzomG5RkuC/J5J/6gNcyDq7lFPD6Qmwn4ndT4igibP1lmXVybbb7fu1+3d2VTK0fXfrIvlcvTxPb09pb9mkO2ItcmzQT4Jn+fk/ka/dNm+36W3tKeJjAM/+AUHBBLcdHroyu3u58/oOeuOZ7rxeZRnPmNytKQ3A+EcOzK/JeyRZdm/dSsxlvSY17M++U4SgWM66t6z3kfvdcSj001ezz6wpEPbQJY9et5BzKr5criczcnxjv5lLJN6ynyW2suzHWnTljn/zzb0crguUNXl7TGgw4WWzWMM9unnwKsm07YvdGz9IStt0LWd8yGNggJvST955qMbbLto7VKkwykj81WH4Nl5Z/Q1md1oGYOT102m/B48uoHHZedAk/Xz/wZRXeS305Plyv0USVwSjGZEJlPWI99Fl+5Yu92XE1n+7b/9t/U3f/M39atf/Wqa+elSR06yjo6EjKLLli/bPpeYdXVJ0Ny1UUcAl97tnnNy3QwW0KP1UnW4zCbrNgLJKX/eS5lSn0kac2Aj2kuk2DM0HkxGA07q9q22z73s//67Gxg6G14qL/PJoMKoH41mMt1+3Pc1+ywPqCl/ttOo/d/TPj08PNTZ2VldX18ffDsHwHp3dzdFpqv2wJlDT/j/9PS0rq6upr0NtIM3pUME8sNdbBh3v/IpPQ7qGBh4A6xPwqJsvtKcMwzb7X5m5eHh4WAmAjmcF7J/+PBhJqc/vuj6ZB/xl9eRl7GAmRwSOjWRcqKveekIPoY+QtDi8fHxIOqL/MxwAaKrarbunch4BsA8vvokTMBXAq4RcfE76HK32x0Aer/nOuQSU8++GHSiG+yQvJGd/Rwuh98G2z7VaLfbTRF1Zu6ol0mvbc3JfYz/ec/7g3a73RTxZ+bNAU3bkfVg32kZPHPF8qScVWaGxYQhATiJvs8MAe85P8qmXPToGT7KMoFAPtrp7u5uNvuyWq2mvWWfP3+u3/3ud3V1dVXfffddVdU0M8i4TD9P8u9k8kOf9tjIh1GpI8/Q56xbfBT5Oij6lvRVll0tkYu3PJ8gn/+X1nePyvDgfoz0dCB2Kf9O5gRsacQdAELOJR0lIepSAnjLmIBstNRkBGJGwB7ZyYflVjc3NwdyjwhZ5k/yQOg8Enjl89aFZ0Ws744k8lzqogPpvk5Z3d6LpXYw6chlhL6e7+YyvuzgWR+/09WPvDuitaQbA6TNZjMNoqnv3Cdh+Q2u8z33JcvqGaC3kJrOppMkZRstkUh8Ub5L3UyKrPuRX/A90lLUzu+Olkm+p8P0/Pw8rZXGLj2DZhBtUFX1BdTyZXSW/fjo287v2h6q9uCZpUv2PQa82E/6EgZ+gKFBIvXKPAEAgJg8tjdnTQGv9tcGyMhpWbyPEzmTnPt+kg8n230C+Y7oZ3SWZSDWp/Ox/8/ZGBPBnCEzyMr2Xpp9XaqLfajJif1b5u9ZLvtH14E2M2nJPEZL07AVkwHL5n06KSf18pKxLkiL/PygB8oFNNv2/Q0Zj1WpC9cDQM11+mKOB90+pqWxA4LQjT0mlyTabNR/kRNiRD0JUpyfn8/A/W63q0+fPk3ELIkjuMKkbElO/209rlar6RAL+0LydJ9xoGW1+rIU1fV7S/rJ5GO73X9+fcQgvUacCiegTODj39nZsxNSNimNIZ3O0gCee0qWwDkypLN0hNtyLZGFfC9Jh8FXB4aXZLRT6TpagkYTK/L/7rvvarfb1cePH2flvby81N/8zd8cAGcb9ZI+OwDvKOJIV0tt6A7YgflRngkss22yPbO+XT5L71SN9xdY5lEd3G4uJ4lYV/ckKrkcEYeWNvH6+lr39/cz4ORkgE/+JiNZF/7uIoe807Vz5mF5so+M8nDqSEfqo+s3ljfLtl3TTjmb20XaOlIy8q3vaZywVdZQ82E/7nngz4GWj6QCALzs1oDXY1/aR4K69Xo/S2FwbBDcDd4GgzzHTEySJ8rHFjldy37WG2s91jiS6cgn+foofQOdHNdJXH96ejoA1+4HOT57SYh14BkTr/E/Pz+fniH/BMh+Bn12ZdNOCVq7dkl5ujHCQJE9C0m4quoA4CcoBJymzNTFtgZ4NNm2T+Y525V9jpd2M/NFdN+nmSZxsj4cJUc/tAU25hkQ5E4sYtyYhNnEklPafIw0ekXPLy8vB3uteN59wv0MGZg54tsk7BVJ+1mtVrMTtyDqyO39MeknKNN54p9+9rOfTafZJb7IvLhXVbPZq8R07E+jP67XX2Y+HXRYr9fTrC3EBFLl2VBOEOtOJRulr7Lsyn978ExgUdVHGY8xpW4AtjNOkJhAIwf6JDKZR1e3TEvEpAOl3fPb7X45R4LSdM5LINpG1QHoETDOfF126tDHp9khjMhX59w7ObrkARH5Dahz1sB5p62kfaYO/KxlS7DZlZn16AZe/sb50K7WMdcMpNO+OwJe1c8OdX1jyQ5pzyQUbucs9xiY72x91Af8fNqL27vLO2VN0LLUZ7ryeJa8PIvR+ZlRvtkPqw4PqPD9ro2xl7Tp3Fvwnvr0+vo6LQ88OzurDx8+TMAh+17VfL+SASt9DEDlgfb6+nq65zwIGgCqXl9fp+UrgBmDPkAZIJNEv3E0terLJnGAgo8NzT7ARlq+Et1FkrulLSQi0M/PzxN4BlzlMZ/IC5ljiZCXxKBzR56plyP363X/rRvIE8vlrq+v6+LiYgYsExCu1/tNvXzBOUE+foY+ZxCYPpUyfAwvS7g6TAC47ZZ+UZ4BoPVJmwH+Xl9fpyNpq+YzQLa1JIYOBObeBpKXdJGHwbbfJw9/b8JjkgG3yYiXG3q5Ef2BxPu2A+rA0iDbk5cgWrfr9T5iD9g2cOYoWn/kEzloJ+pK/315eZkOWPIYYdtZr9fTZm/bNLMaJlIQFORHZpP86+vrOj09rYeHh9nGe/oOdfDyUXRlWan3ZrOZ+bHLy8vabDb14cOHGV6h3xPIYTaZr59Dah4eHurm5qaurq7q8vLyoA906assu6Kyb50xOBZl9L0Ryejy9fPds+lARs8gR3c/Qa0Bw+idBC5ZXgeADHKXAAv589wSGfSsDsmRgSQkBjsYfJbXrUv1oJrA0Q6lIy5OKb/BAddHgLBrH+e7ZIOui52g65MgM9+3nSyRZhzysWdcZkdsRsQu7dOyZcIWO1JqINzpfkQqctYz2yjbIa+57XImxuV2wN39dATWl4jkiKwiV5fnSA6XlfXsCB0+w/3Dzx8jf+9p7yfQm6OCXLOdu59k9JxrvMf9zgYMuijPS5Oy7Uw+DWYsp4kDdcmoKsnA2HsIvNeg668J2q0fB04c5fb7vMez6MD+optpQI/dWOFA1qh/eI0697o8nBLsj953nVxHt43JSfod7tturBMnz0AlEK/a9/tuhsX21rUL+eSyu6wn5WS+3ZIsfiCuyOngiEme9Ydd2eZdtq+ZlJqMe7bIy+5cb8vNcxm179rXbeAy+dt7vbykzbNGVYd7u5yfy8wxAXvvZi3Z48RJW9nO7iuWHTm9lwqZuJfjnm3UJ1rxY5/k/SNvSV9tz0fVGMQdA/yurAGygZUbKgGNDT3Bif/OpTxLciUQ9/MdoBjVrepw0y5/u34JIvMUIMvQOY0OcGd56WBHg2Be8+8OINtppQ3kLEoSoJHtWL8J+ro6c60jel1dcQZLa2EtS0cuMuWsiOvf2UkHwDPvDvia/GX7ZP4pz6ienT2PBqckMy63syH3y+x/7tvYTy71Ii317fQV3ftdvZdS5r1UVqc/XzdgyT6fz45kcLlvdfC/z2m9Xk97I4jMrVaruri4mDaQekazaj/De3FxMX1JnOS/vZm3ar/vwTMX9BM2z1YdAlHn6W8J2F85ou0lGiYkBhxEgSmDZ+7v76fAz2q1mpaq8G2Qrq8h82q1X4KT5ANi40Caj7n1bK/lscy86w8DEok2oUHvzKy8vu4/aoZsgCAfIUqe/PBRuS4447ET8MpvA1me92wDOidqjg82IczxyEDceds3GDi7ndi31AWmrDuIh48+Ry8eMyHK1It3PbtmXdkeTQLxd/4+Df7LG9tpy4uLi9lx0NiBZaWukG4+nIfMHs9dZ+M/z3iYdHQzQR024KOi5+fndX5+Xp8+faq7u7tZv6IsZko8C/jw8DDt/6Jds23Z+5FjDDMut7e30160k5OTlrTTLvnV+s1mM5GWzWYz6QEfgE+A5NAXeBZds/zLM1pXV1dvXnJV9ZXIRw6q/juf8d/dYJtgM6OsHdgiz8w7AUM6mY68uCxHazLSm+V275N3Ao0OJDkPyu7K6PLu6sI1R45GRKJ7b1THDpRnh/X/HRgbAcLM12U70uEOUdUTkaU6OY8sb1TftNmONHVRajvUTq7Mq+rwcIDUDfoY6Wwk36jMJIvOv7PTkb7cj0ipk85mPfB6Lfex6P5IjiTqSfRHxGP0DMAnI2SZjunZv5d8imXobJGB9T0tJwbYjrilT04QOgpkkBwddZt2CWCSs2VdBNt5dP2IvxMQd2U6H/xy5/uWkv2QI80up5OjC3Z11w220UVGcxNbpG7Iw2UlOUodd89kvbsZF+vDfp8f59fNjKXc3SyICQM6ttx+NzFO+q2ctcixys86GQMlQcx6WOaRLeezVfvvR6RdLQWMqJPLsKyd/pApv7PiPP1cZ7fWBWDbefCsg43+GGDintHY3s3ggF2pEzJbF50PsA9L/zayQ9uV2x757VOta/vZt6avtuwqU67HT+CWCiFZeEdjRoCWfLo87MzsNDoAmU551DmXDGg0CHSgMPWSRtbpYwR6uIdhjEBbZxgGQaOZmRy0RzrJqcpjOhgZK/ezLqP26cp0ua4beuqcTuaHDJ6JI9IwAhxL+un6QQ5kS7KQRtGFjgy+lYRYri5Kv2TD/EYXGTXNeidx5LfbqOrwRKCUM2VwmblEpAP6mecSOemCAanbTo4RwGWA6gCoU+cj39Pb0unpaT0/P09H7BKFvLq6OmhDbJ3ZhRxkyW+1WtWnT5/q8+fPU15EtYkGdv2TaK2P4TQoYR+EZSESSlTUdu3TgQyuNptNPT4+zg6FcHn++Jo32xIlph93qwRys65nKRL8G4zYL3g/x3a7nc0c8Qx5JFhEBsp2YI37BlDr9Xq2vwLZyX+0BM1yem8Fe0XQt8Ft9n/vK6F8nyI08meZN4nodF7z0mz7GWaEDCa5Z30zO8SsSNX+o5NEw3e73aQHk3bb3W63q5ubm4OZQvIcEQc/69kH6w3doTf3L2RkKRLv8XFR70mhD+Yei6r93iiPZ3l8NHpO8k2/Y9aAenq2gXr78IokS943Rl48kzOCVV9O0WNGinbhOZ65vr6e2oc6e8aTWRtmNbfb/RHcLttt6Hal7LTzt6SvctrVEgDLCIzBLb9HJIX8SV30aERq7OQ6oJqydZHeJTCWzzpPg6duiVGnq5Tb+nIHGQEmiMsoIpH17YATBmSHtQRCsw2yLINJl21ims/4/Wxr1yfzq+pP1epApdsz2yz1lEuAGJgsYxI3p7cA3hHx8DvWU0fsOjvMPLuynbIvpW46PS3ZRZeWCGLV4b6eJSLTgfps45FNdPJ0bbVURso1qqP3RFn2LjKY+s9AS9eX31OfNpvNtITByxTYRE0imuj11faH6Jr3fvjhh3p4eKjT09O6vLycAIb9sBOgiu8EkDe/LctodoSfTDk+Yqe5FKmqpsCJT6yh/gYMPv/f5YyCDpvN5gAYu16OGHPPQST/MPakXhiX8tshBnCOqGck1jMTXgLX9UHq6iUqtLF99ShQ6fvWP9e6GftulibH84xIG0v5b3QFiMx2sU2j0+fn54mw5rcbaOOq/bp/YwLvWUxykYTayYQYX80zEDXbBbLzHsTD5WG32DTyQUggW2Aplij6+F1j0wTW1nvq0zgN3bkdLTv17uwfPbssSAvLBU0uqZ/3gNAWFxcXdXV1NSMMtD3+iO+YuF3dB8jTs6fpl+hvbyUeVV/xI4MkNxKDJYJl5DojksnOEyx5CsjXeced2k7HspoYcP8tA3oHqp2v68//CXwSOOV7Lsv1wuF073UR5BHAGwHFBFmur+u3BE7TiXcEACee7ZMzKvl+psxvVI8kNcfIUw76GRkbveuyLXPamwcIE9OOeKWu7VQyWp7ykbdBb6e/LiUB7urqMjtC0rWlQd2SHp139vfMi9TZPHXp9NXJP7I3D0a+lu3zFvJ1jJxmvzbZcT2qlr//856+JAcKvKaaj4ylrdqHAsgcseb98/Pz+vbbb6tq7reJOPrjhFX76KxtBJvN5Rv4er9nf+l8fQ3CweDPR+Ey8IYe/D7AJgmDZ+Z4v6pmwD8/upbJ0fnciNwFyywD7/mIX4AWkWPL59mN7C+OyqLjHLd4Pu3AeyXc7yg/+37q3GSAv3O8Bxh2JMzgr5utyeedj+vSJQN474HxDAEBUAA/wLrby8LsH3ImIO/6nDdpI79nBlJ+19HBQa57TxNEhHI9O0Ffpt19IIVxkPcscY0T89h74g3YvO+9Hvf391W17zuQPuoDGfHsYxJRtyvt5Wuvr691e3t7YNtJOI3BLi4uZvufXGf7CXyVyaT3eXEal0+dO5a+2syHgaUNiMoasOeMAMkDroGaGwMjSeC+BJg6YJiOL8vwu0t1z/sdKcklaJ1DNxjK6wlC/FyWmXl0+aZxw1xHOuS9XILk+lT1p3plPUbg0W1oGUf7Ogys01Y8gKdORmDPdpKDSQda8zp/Jyi1PCbRHuRHxMv5OyqbbWCC7zw7Yp+66Ehwt3Rv1CdGkcOq8bHESbg6OTo98lz2pW52Y0TMUpasXz7D4NW9u0Q2/fdo9iUjpya8DFr0zYx0voXs/L4n7x8yMOK4VUA3IMQ69SD79PQ0RR09g0Lk0MCJiCTlEXEFeJIyGgqYc78jUkuZnd/1+x8/fqzb29v67rvv6rvvvptALVFg1qFDTEgASyKgr6+v9fnz5+l4UeS1X6b+XeDJyWA6v4xOuxh0IgfP73a7qQ4cHkC7vL6+TtFe/DZjgMeH9Xp/jDHP2c9TLx+v67avmhNZE4quvtnG2JO/KI8Okd1jvMtbr/dLvzhiNuvm55N8kGfm7w3JAGiOSIV4QEyYLayqieCyrKlqT14vLy/rw4cP0wc66TNVNau7x6nX1y+b2Z+fn2e2acKZZDv1jbyeoTB4pq2T6DNzCaZMYgkp8kwgz97c3Bwc22vSjAyMHzc3N7Xb7WblYUfd4RX4KtuD7Rx9r9fruru7m9rr4eGhVqvVtDnceJMZKvsVftA7NsaBG9lXkJMffB2bzR8fH9t9rl36KjMfGB+FJjgiueN119PBdWA0HQb3u+VVlsFTp0zHJxFIkJ9gomoeUV9KJltdlDKJjstFXstkGbrnU07X2cl1TZDbAUzrYgTCSEkyyTOBbzpC5+32pQ7YQUdeRsQgy+9IQ0dELG+3b8nvZt2y3JGuPJv1VhBpvXX5Zl4jsOvnUiYGr2PEI/U5esZyLMk+qu/ILvM9Il12zKO9T0nY7GN8P//OpX3k0cmUfiVJlp/xe/gnBq/0Ocd09p7mydHyXMLj5Q9V+6hykmXsJAMraVuMfXnsJvkAHhyFdDAh+yK2MAqGpd3QdwHjDtoZhCFjBi8o13tJHAn1zI/tu5u9sK9Bvsyze34U9abf5CxFkhbLxntdsk9KeUyWOl+YerEso/bx2JVljYIk1l3uLXHd0ZXHJs96uD7dPfeF1FHqb/Sede62y/YiTy+f9yyVy8n3EgCjD7e/Zex0avvw8/RPZjjTn1uH1olBfa4yyOfty01ifDxtym3ZsQP8gcdy3/MMJvXw92/Qo9vQqypcd57j/bRp6xMdpvxL6attOM+18dlQKK0jDUug2tc8gCRh6ACtDcwA1tNdmXKQsdEYeHQKTofrlLoYRYuoezcLQf4jgGgwZOPsgNgxEIO+nSf5ek2t80qA3AG6TCZbabw5iCQhs6PoiALvjIAyMnZ7iaoOv+nRve///X46nnRmfr7To9/rAHfaeee4RoSry9ezJbYh7o2IjeuCrnk2bbgD+Y72J2HJlDMpli9nvQwQUg/oIAHOSD77mlFbpI12tuiyyM/1HoEdA9qRbt7TYXp5eanLy8uDcSMj/8/Pz/X58+cWHLLu32Ds9fV1FvXd7Xb1ww8/TOXx5XGWQJhcEF1n9oQvEFfNfZWBDbJQJ34bJKzXX75O/O23387yYGkGcj4+Ptbd3V2dnOw/kIgMXlYBgKEfeeOuZ+dybHE/BBCN+gLv52wD0VuAqiOzECciuyYKnslKQJvjgcHSEhC1fB4nttvtNOtFPdyvifR7sy4EkU3BfITO0e8kVLvdbtpUnEAUW7T+faBAt44/1+TnkbbWB7a/Wu33bgDEvVQHOfmgHXqzzNixgTqye2N3bmQmcODv2jBrwwyB29RYD7kSk2XQYbVa1e3t7Wwmw+CaPD1LxTM+RhvcxqyA/Q72a1JA8lKwHHuZLTQe82EBu92u7u7u6v7+fvqQ6mazPxb3/v6+bm5u6uzsbNqfRqDl4uKiLi4uZgEK5KM9n56eZrM26Jx9J56VZykaPudY+irkI08JSABPsrMkeQC2g893Oidnw3IeBsgZ6e2YaMowAgEdmLNsBm40YJKuDgQmsMv657UOKHc68/NJnigL58lzlqEjLtRnRMSsw2NAzeVbTwlsM2Xbd88uER7LMapLRwyW2mtEPAzKOzKc73bXujSqXyd3t/ejG5xTBwnOnbpleklceL/bi1U1PilsRFrd3gwC5NPZfOaRbWk/le2a+XSRr05m19dldX4s9eM8009kfu/peEqdd4TdRHlEWg1ESAlkvHmT+yYe2W4jn5kpo+xcc7ST5GUuGeDqggKevTBATfn430Qo5bEMljltPfWYUWiTidQ/8lE3jwMQFY/rThmNz6i8y/fYstQ2OVb5Bzkzv5SJtvD+mhxvU48eW3MTsUlf2kASjJw96sB5N0vgNjHeomz7M48R3ThkouJvhoyCs9ZbziR2mHCUcjyGmOVMDjqljpRh28yA06iOSWbdF7oAMfV0XcnPBDT7Lf2APCGjXbCrw+rUFaLijfH5ngkZPKBr5y59lT0fZu0ppBvEIDwr63sZabCDN7DPMgya6NC+bhl4rnPQnXz5ro0lnTl5d/VL3WW5HUk4BsadDOit+y5i3OVrsOSBaQSK8/mRPCPARBnYDnKP8oX5O/qWerEOcxBJ2ZEhdTJqi0yjuiWZHtn2W/WX//v5HBQSSNtZ+rmubp1NdqB8SSc5YI2IlvPpyskgQAYR0t9g9472dSSjq6fTscHEyeSyI3CZaKuOhJhEpd0cI6PvqU+O9HaBA/r46enpFL3bbrcHsx28T1t4E3rV/KODHz9+nGYd2L9AmzObQHSfvumlYay7dgSVozBNarjH2m/GSEeHqb9P+OJvbNHfI0jQRyTUIIP6dM8bvK3X87X07hvowbaPDDkuezM2z7os+iv9sDupK5e2OR/v70nw6vrmOEPE2r6OU8a4/vz8PB0PjJxEiE1UPJNmvWJrJh3WSQJDy5ofs+O37YIxdxQA8ziLfEt4oGq//yQPNkAuZnJyj4ST6+P6e+Zgu91Oe0suLi6mOhswr1b7vVf4V89mul6np6ezfSduG++RwL7RGzbuMYdn/TE+9Lher6fZAQfmvJcCHMQMmje05xhxeXk5+S8+JOox0CeUVX05fpcy2X7ALBbvIIeft71Rd2N/2uufbc+HUwLubh8GvztQZjDlyNQI3OVa3C5q47+7GY0RGLJsCRL4OwGmQdbIUSb4cbkGMnn9GEhNPTrSZPKEbKOlWB3oNNDr9JPsOdvBeXbPVc2PlusAKSABo+de1xnJI8Ggn+PHg0CWh7PrSF9HCjxgmkAlCTTh6vTpPJ33aBmY5ej6QKcH1zOfTzt9y7I95087jfZ+ub92gN16y3c70J51RLdeU9/Vr5Otan5U56hPOCWJTH06Zf+0XXMtiWmnt7cEIn7fE/3aS5X8O095wh7Z/OqlIxklTZviWY72PT09nb4ngg0CIAA0u91uIgIQE/JmJuXp6anOzs6mQZ7Ec4Cl9frLKV4sCWO5BmD4w4cP07sGcAAl5+vkZUwGyxmNJWU0vaoONtun32M8wrdnniYO5G1gmcQpfTF55PidfsgnMhkUYkPIYJtxAMQHCwB42YDLMiXANwATwGcC5MiywTf24XbgXkesvXSM+lheA95OZ+TbBZEzGW8YwOazkLGqmuw2CZ99aEeKqMv9/X09Pj7WxcXFBPKxd9rLS6hsQyYk5E0fpJ1YVvf09FSPj4/TPcA69upAAfKRF4FSn6RlrGPQ7j1nzjd14z5CkOP8/LweHh7q8+fPM3LDM9gZ905OTur+/n5agumlXyZBJycn07eMOBjA+ZrY8POWoF3V/8OPDFYdOu0OAHh2o4sKJvDNAbkDn1lGRwjc8KMI9AhAkEeCpbxvGUdRTesq8zNASseXqXMeJkW5tMp6IHnjEf93swpuG/J/i846mV3/TNl2/G17cESpk6WT1x0+yx+RCpfVAUOXM2rXH6OPTGn/tt1cApUkP+3KehmB2K6PLdm7+62X0eUzb9WDy7Bul/bhdG2SQZBRQCT/T//jjbguP9t9iajZxzmPXB+d5MkR9gxqvKdxQp/ey8D/XV9brfYfrzNBBPC5z5E8s8CgTv6APz9r4JeJMiAkgI+OgGKP9n0ZnYbcYD+5Z8FR1gTuDuyZxLsf5fhZte+fLAHLfkzeOSYjk0GZZcnAAqDHM0aUZb0z7vJ/zoB0RJ665jXK9kqHDngROHF9OwCfdoY8yGqbNX6wLq1bL/928qb0rL9nCJDL/aPDTp1eAProDrsyfmFMSAxjfdtWbV8G8MxasBdos9lMRz4nmfZ4R319n4TseTDFer0/bYy8jR9MDnL5GG1iYmLycHZ2Nqs79c66ci/HocRPm83+A6oETzxTQ2J2yLiw21SO7pkd8elnx8j5W9JPJh8uyANxduAETjnIdxGP7XY7Hf2XzrFzyLzjDplghDINBGygSwAwwXCSA4MFkst6C2DKJVwd4OwiCtal60u5SbxSTudBeRmdTdm7v0d6S/11z3Rg3h3NA0gSC95JopaJ+x0BGf2fbe58KMd27HsepEagNwkB1/xst/emA8P+uyMdWaeUa1R367+zY2RKYm97S3LUydDJk3VN2ZyndeU8R7aX+b6lX2U5aSMdKKM/ZdAigwJdEIGByufAv5XI/T4n+rlBwXq9nqLlXp5BOjs7m0UBq+b+xgAT8LFer+v6+rouLi6mY0hfX7+cuY9tIAORQ9qY5VRVe9v58OHDzP8BiAzM+N/LHujjjL0nJydTXl4aAlC4v7+fABfAystFclxC9pxpoDxmXV5fX6djW6sOfQeRYfcPEw/3E+vO+oagsVzGMhj4U6bby+2J/Ol/AOwOdthfASIhOyYgyJ/kwwDcevR4azAH0COKzWwZxM7jipcwef8SOuboWtcTu2BZGDpnEzU2YfCcGMnkjTZhc7iDJq67wTz9ybPk1Hmz2UyzUS8vL7OPIGKjZ2dn9fz8XLe3t1VV0ywAOjABYgkTftd+1oSH69gdyydzDM2lkV5i5f0j1gf15PmXl5e6u7ur3W43zQTd3d1NbeIjtr28MIMaYOWrq6uZ7JSPLSOfbXq3+7Jp3f2Tv3e7/ZfamVmlrd0/IDTo/y3pJ5MPd+QkGzmQ51rqjjQQNeC+SQrPmLG5QfOdXMtoMOrBfgTiErAkWch7Jl5OCVBS7gTaBrAJXjo5nPzuCGDa2XXPZ77dlKsJUddeLrvq8CN73Tpg8s3kwTnrb7lzKUQCtexUx5LfTWKQ9exISdrSCOi6DtZrDkypxxEIzbbpyEJHPJ0nTjtt0+uyOwCeS4iqju9/sn3Zsboena07T8veta1tZUQ8u2fIK5eQjUhrzkJZh37WeXX+wde8Pvs9vT2hY9rSUU2DXOt1FEzr8q46DCLwu2tPnk+bNgm1bOTlYF3KR/Kac0iXAwCkEUAm5Tp8+yGXZdm6oJfrkr7R9bNuMtn3Wi/GBHndvpNrfg7QaBJgeUwAUk7fpwzy6srKunV+Z0SAXJ6Dr7y/FHzIsjudJzGzfrq/TYTTRwK0vTTQ9/zbKdvX1zPgZL13dU284XecV5LmLrCVbW+bWur3bn/3rSTpSzMDlJH9N7FjJ6/7dWIfSNt2O1/y2eEXl2OC4YBA6pk8TG6Opa/ynQ8PpgkKOyc8AvidAqj8COj7eZSVTjE7lyMOVWNgPKovKRsgI55LxKWrv/PvdOFyE8DlkimDyHSgXZ6pQzvvEQhfGnhJ2XZuo9QB8iYpS1myvMwz7S/1OmqbTClXl5bI6GiA6Gy+A6TdpvocoNCXU6eT1EPqM/WVGw0NHDxwGZR3A1dHqjpd8Uxnczlopj2P1iOP+hZ6SfvNAarrx9zvCCHyZ1/3HpjcS+L8SOg4Z9Q6h/+exunDhw/TkbaOtjP4enDn/zxy0oCeNvLyCPdfH4tZVdPRlr5O5N7r3X2QSlXV3d3d9DyzKWzS7ZaNENm8ubmpx8fHKVJbNV9O4b0kXrJS9cWezs7O6uLiol5fX6dZEUeOqTOb8q0PL3+iDxAxJeJMWZeXl1NgMPffoNNuDOY6kX/aLskWy03YE0Bf2m63s/0W+CNv5HW5Jmq5P4NZAxJtyclCnlmgvGw326Aj9dQLe/UGbWzVxxGn/7ROSV3Ad71e1+XlZV1eXtbj4+P0FW7ArGd/sGkv02NpILMOVV/2cfjZ+/v7g/1B/O3fjCX+CryX/lE/0mq1mo4q3mw29c0330z6pt38UUvKwW7oC2z+96EL6MDjnWdF7HuxW/dRdMOsHNeq9l+Ut6/hvommiVwSa67lrANyWF7ajg8qvry81OfPn+vx8bGur6/bJWgmG7QJ/sH70ywfv+/v72f2sJR+MvlIRp4D9QgEGxx1YIyUQGEUjbJzs0w0WILgJYCUQHxEBHIGhnxHqSNhIwZdNT4RyaTKurOsdOgu2uEyMmKQ9UB/LqMrewTSTCZGeky9vCUl++daAkLnn7J3ukjgazBu2xgRXOvKz4zydbkdYR+BaUc4Mj+/d4wAjfLIcjo9pi5dj9Sny/T7Wdel/lBVs5PORu1lJ53E0bKlbkldRKwjgO5rBgsd6aG//xjS4GCJI3Gd7b+nw+T1zgagVTUtS8qEXfCTBMXjkEm3iTP5AIpp92zDrm8Dbvnfm9B5DgKSgQq+cuxNs7ZVA8rdbjcD/MhsG84IpgmZCdNSP/EyIHwJ9bO+0iegIyeD4OyjDsil37UvyD0P7pOWkZT9FbmX/KJBK0tueG7Ud/2uMYXJhGedAamjoA//J17qgh4A/5RjZNfphzwzm23KMrcuoOJ8IByZx9IsgfdEQcxMPqiHn0l98bxnHKwry2d9I2sXiKAfmeDyHnXOMTd9gzeld3bS/TZpsM1ThoMD3qOR+aeNdvXif+67PAIex9JXWXZlp25BDWxGALQDY8k+SRh+Ag46UPd8/u2ONgJL3TujZPDpjrsEzhO0+nkMlpQG0hG1Dnh2pCnl87vdM1n3UX06I+6crAe6TkeZsqMmSclZmBG5zLJyoOKZfL5L2VadzDmgIbsdXDr5Lv/u/04/qRucQRLc7JN+d9QeIzvIdafUw891RCz7+TFbTxkpI4F8tquvjwIInU472ToCyb2cqRvlVdX3vy44kDM5af8/hsD8viefYIR+vW+iag9iVqvVtNeB4zUNwh15zrGHiCbr0FnLzTWO8eQdZj5s0/7YIM/RhzlK1L7Dx7Ku1+tJdja+O1IL8PaGeOqO7CYK+BADVP4mug046sZW9608IrSqDqLzyMG+EctJWTkeA7iyH7Ne3uQd2WkHk0H07jIMpna73UTs0mc5bbfbaebDcnn2iLqmb7a/dn5V+w/UkT/1xu5G8nitP7pwcA6QS8ScPI3psAOfGkXezGj5JDWukc7Pz2dEhqg+egfAo29vws7x2qeFYSu8C8Ez0HZwwTbAGMh4tN1u6/z8fPbxUco3EWe20M+4ryK7SQeJ/30Nm2Km07MK7JugzyP73d1d3dzc1GazmWYu2efBaWuuP/Xz/pmrq6tpb4aX0dlW6Rv+iGKuGDL5Yob55eWlTk9P6ze/+U1rk05fZdlVrnNOQIXg7nAGESSURGfg/3S6dkJd57XROkqRYKUDmUuAmnK6ZPa39H7V+MvPHYGxTJ4iT8JkY+/AukGnr5u1L5GBDjinnC7Dz2TkFhmIhOS1HAAc8UnjTxk6vTl/v2f7oQxH+xKwZnQkB9TUlwHrseczZdslccuUA11HTAwiqGc3i+ByM3/SbrebloSMbKazE/dp62cpEmzfUbUHLKN2z5QRyo6Ydbr0O/zd2UCmpT0vmafL9Hvu653s77Mfb0tsqDWY7fq6CST3+LIvfcTHayYYMRgChLDEB0JCPzZR4D37hox8ArwAn6+vr7P12rxzfn4+2yzsBPmACNl+Of7UkWQDHgcaKKeLGo+SI8cGc+v1/mQigBigdrfbzY4qTpKeQTKTCUC3jyimfA4ToK7otOrwFDQHMwBuJpGZKN9ktuoQePIMbezynBc+gfI4+pUf/ICDFR4r0AM6crQb+bAJn8Zk34wMeWoSx0BDRq1TJ/qCvwbP7DW2XFUHG7ohQ5AL9LDdfjlO9+HhYWbLjrZDAPKEQs9SpL3Sl006qJP7ocfyxGEJ0k1MEqdhdxzNDflAxuzf/H13dzcdj0sAgz7vjereAE+70jaXl5ezoAJ9kTpCIrAn+ox9oZfS2QbyWO2l9FWO2qWxc/13gupjQI3B1ycFmPl1MxuOJhgcJBgxARmBnQQNCWRZV9cBAmSwbDjmjGh0jnoESJaIQJZlnZjgUf9uf0DKluW6w3TRJC+DSb24DJNNk8Ku3CQEV1dX9Qd/8Af193//97MIh0lZ2oblHUW+rb8lYktZjgz53U7+0fVR6srL9utIY77f6ZTEmm4iJyl/ksvOSTvPh4eHWfSHv7sBdQROkhBaXvsOO0kP7H6nC1CYwHLPxCPldX7ZBgkOkuR2ACkDIV3bGkD5bwPADKS8k4/jCdDoU5oycJFA1uCJwbuztTwNKgMpGS3GjgE3jvYij0+h4ZqX17icHNuy3rYt/k8Aie0bpGXAhBkgg6ss16DTMwaj92y/Br0mKb7maDqAudsT4ra07iBeXKeOJgok+9UusDAql3smaaTROI5cLs8+zz9ZlvVkH+FxL8s2qLQtjMYltxv68uyf9x/Zz/sEuW6sTJ3TV1yW+xP5ebxfrVYtEbS9Uz9k8EymZzaRyadhcd1yUbfsv3lMrcdD+rtJTNXetox1feKW62Ld0QZ+zoTJgYUcJ2k37y/C1nKvG8TYvofx0u3NdfTS9Y9R+irkowNb/u2UDjsjoF1+SSy68kf/Oy8Dpc6xdNFi52eQivxeTmYQnP+P8vT1kZOyfKNnTDhIOWvU1dnlJlB0XqN6LDlbR3qSiPp9A0aTR+vWDi2BV+bhclynUbu4UzrPUVvYuXTA1HrINdUdQMbZJgHp6mgihCzpJFy+y8n279rUzyzZL88ii9eC+vnsHwb7Hfh3+9mek8DlwJkE0o7ShDl1swTcss62P/sk17EjnbxrkGBbSOeepIXE8+/E422JCCmbsBlgDcA8i8Y79C2WF+F72DzMR814Lwdv8mKpFEf7AnBWq9UB4GUj+Gq1mpZTeHM4+S/5iEyQL+QCmDhwxHPIhHyAOu8jya++A1RYYlZVdXV1VScnJ1NE9+TkZPaF5Kp5YIjvM6Sd004sw/ImXYNAg3ADY9oLQsB1L8MDjENOmdmizpvNZpqxwr88Pz9PG7NJBv5JtDyO5Rhs0OjAgq9hfx5nu+g9vtV69PKuHIcuLy9rvV5PMxj2N+TBzAJLg9zmr6+v0+zD1dXVzNd6SZblQwfe80M55+fnk73zPPkRzbft7Xa7aaaP/xnDvbzQJIh64hNsizlzQl2zzvRRvgh+e3s7bTS3fNgv7W994C+Q1bbjJaH0X/cP+xPKIm/albJtF9S1ah9QgLyt1/uZixxzTNTxPek30SkzYSOcmemrfmQwl1YlWMnrBlBdBNLA0Z0uQQapA/QJ+NyQCX5GzjxBvAFPRj9HiWc7NoscCXrM2rM83ktAdmxAcj1zz0K3FyDLqjokjSS3PfmNgJzfcf4Gaejq7u5uOuPbgO0YqSL/BPz5fCfnaGlcp6tO5+7A2UaWzUAz81lqT/ch16l7nmuABJx02m72H5P1bnlcksaOVNmZdbac/cnvJMk1UE/Q36WcGs7nuxmzToc5y2RdWCbLaT34WcttXzSaPUziit7eepb673NCXwY+SdxS3/5tkJ19pgPLXZ7pHxNI+H2PUfykDWVwpnu/e9bPeU3/sUi6SZJ9lfu4+5BlJ3V5pa4yjYh2Ei9jBJc9Ci76xyCfPBMruNwl0m9Zu+dcnpfZeW+F88nACykxVGczmV/qw23t+o0Cm9m+Jg4uw3XvgmceC7r7nS5dvy44aB+O3nKM7fa8ZB75Ttpf9mXrkOdGAUjeN37k+cRgljOJKcmEgjLcN7u6IzOEt9O9300sOPJxqdPMZyn9ZPKx3W6ntXgUPCIEpA5A+rqTB2ye4Tr5Zz5ZZjoxK7ZzUgkWO+KCLAYHaSCppw5UGXSnDjEyr/VP5+Nr+X5nkE6OWHugGxFH1zvbxc90xM/172YC0m4yD/RvxzAiZmkPbhPbmvWcgGFkU8eAKqkDDgnyl4irbSXlsP6zzZbIadWYNI0GOOqR9pl6SX0n8XCd8rmRDpy6fpqBA8udZb8lzxFJTNKyJH+S1hykOr/nsrO/GOz6/e6kpvc0T0RGGYCx/TyCdLPZTNH5JAjew1FVU8SUZ4i8ekkHRDfL7caljqA+Pj5ONsLmXGYkAEpEowFP3HMEtRu3mL2pqlkZ5+fnM4JGdHWz2Ux7PLBJNpc+PT1Ne0VIDhKxLp015jc3NwdgKJfCGVh5SZL32rh/u00tZ/of142/2XPgJWMGU/w/8iN5elLnc8jLpzBRLjNcu91udtgARA25mPlgZsbjnzeVe68H7/Ebv+SZI8uVhCxtmjoS3SZij73SbrZnbMf+bylQt9sdHhOMLTw8PNTHjx9rvV7Xz3/+82m2JD92Z5tnzxV7iJCNGa3T09P68OHDpFPam/py3DR7j9w+XsrFLEIupSSvk5OTurq6GhIUbOjm5qYeHh7qw4cPU390v6UNmd2wj8HemcUjeUbCfsJ74EwIaZ/Hx8dpxvi7776r9Xo96aM7xIN64Dfekr7aF84NgLND5rVubXjVoXE68mqmbwMjH4NSJ8vhjpEgratDVR+BceSpW0aSRCSjFE4jAJ7OElmc3wjMZjKgsfyZujZzHtSXKbq7u7t2H0kCQQN9RyvQSQfEqg4/2Mb73V6HJAzJ9smPRL45Vd2RC+To5El9vYV4p225LglUsx3StpKYJAD3+6OZgiSzHdHq+kvKNCIgo/8zMutyOkKawNw669aaun92zvItxKcjZfmOZbEt2o6vr69rt9vNABi2RfJ0+1Jf3m6301T/exonrw33+fq2GezWS7LS13tdu/tJFzEFCLmNDdRM6nknbRLZvEHW/qpqv4zE4yP1AmB4SYfz96bQzWb/tWzeB5y4XxMxRVenp6ezmQyPiVU1W0Li2UfqTOI6dbQ/zueQn/rTF7iWS+i6RFlum258cHJbOZ9cnz8iKbxHWd5bgM14zEofD+HyPYNS68ekhYTt2H4oP+VIuf0M+XslCHkhQwZnKZP28vPHku15u91OJKdqftKb7YUyTfYgaP4qPDYOaXA72ZZdd+5ZP/5x3RPL+jCDHNeMobwJP9sC+dB/HpebefIM5MP7OfBd2SexBUgbz5n0ZhDAurG/PJZ+MvkYRe+6wdlK7oB4Ao0sI6OKCfpdngG9805QloA+wUqWneAjo5RZr84hLYGeBIydLM57pMd0VkuR1LzXyeYOkcfa5fMJxj34dAAyO2rWN/WVsiXpyLyXwPcI5HPPHSmBtVNHprtlPUkUquZLiDKNwLWdwVJynj5+j0hbR4Ssz7ze6SlJoftYyuG6GoDnkha3i/MwMer644gg+J0keTyfYLLLgzTyL36H8k5PT+vP/uzPar1e11/8xV/U7e3tLHDiaGzqPwluRkrf0zgZzPJjG8vTjbq+xIk0DLhVe4DnSKcjhT41p2rf77x3hJkJ8lqv19ORmXkKl2dOHMEmmmpfkECWegG4HUHltBxAGLJW1URuDU7JK+3SP+wLeXh4mD4wh56sR/xARlG32/1XtA0aaaeRP86EjORJ9DuTxwnajGNIDb4hr4BW2ma3200feeNUM8uWqyyYmbAPrjoE7p69ss9j5s22RVk5a+AZrvR52BXH1hpkUnYuNX19/f+1dy7NjeTGGk1S1KvVarVjvLHD/v8/ygsvxvbCMePp0VtqkroLxSkdfsqidO2+7RsxyAiFSFYVkEgkgC8fQG3q+vp66i9Hfjw+rCs2AlJ30DmfLMcf+sf+qqOjo/r48eMOuPU+0DRUfdgDdWNoMOboA8Yjegsvdo7lpnLKxKhClgnyDfTNs+d67vN4zA356JXbms4G5ir3GdEy+tV6Nme40DfI0Qbt4eFhaxzRxvV6/WpP1Bx9sw3nVS/egLQCM7/cC2tuhulAI2Qg5kWE+81PDjaXnQDGn7PsBBkux5QAMSMyCcxcZ06KLt+8utwEgW/xZ0vYssy2WXZpWNKOff1puadMO1BoHjow3cli7veu3DTEErSaOiCbaW+UnUDc3iUWvUwvq9o1JnMBTx3KOvw9FzcvAvDaefKOj4+ntI7u3jnD0ZNx109dH3R6OGcAduWk/qVcuL+bJzpj1gDUgKpq/oWenm86Qy0Nd/rA3r71el1///vfp/ZnGX5ubs5LWb1ldA7aPaik6gWU+buBbtXrNWK9Xk/GIiAYryBgZrlcTpvbKTc9lT5+lxSip6enur29rfv7+/r48eOU+mWQngs9gId0MHhmbjdgNhkgArb4ox04WwzKqC/nKM9J/js9PZ0iTT5C1GOSNj0+Pk7vOOC4UK+XfmM0Rk233hsz8N8YxGVlOb7f7WQDNG1gE/rR0dHOm+sp20YUemP+kD8GZBpefq8DOuMol3XUfHv94XsaH563IYwgDgYA3KMPrtu4jv2Xnz59mjIgkB+AHhkab2SfLRavDzWgnu12O715HFB+eHg4jQ+P0Ry3BuP85x7SBUnHwphbLBaTkfP4+FiXl5e1XC7r7OxsxwBMBwQ8IFciDPBDWph1ICNTHsNOq8txj97SZ+kww1gkqokOsKncm8QdXfE8V7Wb7uaUUn7LSJONfBwM19fX9R76JsZHtyjPAYd8bm4xzfCd7zMASu+j60qAkF5crvEdZU1esi0d8E8Q33mHoDngm0A+6zQv2eb0kKbM97W7I+5PD3gnn64dadzYuOwmQ8vMwDcXun2UxpQ9nV4E5zzWXVvcplw8s71+Zp9ezrWHZzrg0Bl1+9rB9ZwomBhSvzpDc06H9qWeZbkJVlJ/sg47L9A3T5RpHFlXIBs49A2fyQ2vqmnzfUZNkzKC5bGRcgC80TcswH/961+n+wyw5vrPRqXHrg3CQfuJiEIamlU1gUdAKQusc9SrXoAv84d1xRvRq3bneS/SAE3qAPilww3qdDBTQzCADDZdJ4YDnnK3B2K8chyxPcJO6XDkOtcyr7Geaw4PD6eTr5h3DZqyPDsHkAFyTwcl9aW8nIdv6tYr742wBx5Dg/x2Gybp6IEngKFBO/Um4Oa/016Wy+UrsOnImT38WZb5yDkbXuDLRhjtQH8AtsxbfE9ZOk3P86DLY67sHJIdWRf4nOnsNij4LR1Mpm7tyXZjfFQ99xWRAww//uh/90Gmabqv7Xx0eyybNKDQgbkMB++1oVwbJI4S0kaTDSi3w2tLh9G655CF10TPG++l/9j46EI4c8CYwdANyPQCZhndhJf3dqAugUrSHECkngRwtKPjwYsNCsckkoDY8rLRM+f5nwPeHajtDIS5SECSAX/ncc26XV7W233OMt8C5h2PbxlaVf0JVgmeEzx25bgNOSHmszl40+Dj3rfK6dq/z2BNWcwZsPm79dD6mTnQnU7OGW3Jrw0qT2ZZfvLSGSipZ87/9Vj19cVisSMX2oaXK9MxDICgLtLaRQbdbpM9gDaseMbzSidLzz9z88Cg10RuPTrBwsxiygZPwMVqtarPnz/vHDvpVBp04/DwcALG9jjjvae/6M8udQs9wKipejGWACpOCYEHjt68u7ubjuE9PT2dUiwYO3h3AdFEJPCK4mHmngQUgBm/LR2ZQL7fjpmDg4M6OzvbOWIXI4f2IE8cAfaqIpuTk5MWtLpOH6/LWAYIwTuGBnMMYO729rZOTk7q4uKiFotFXV1d1cPDQ11fX9f19fXkdadvvn79urMRGFmwITn55znLwHMeuoVsLAd01waAPeOUYY91zh/IBq/+5eVlffnypRaLxRTl8Jup4QFATZstB9pPRAF9oi8Xi8XOUbbIJQ0zCOMnI88G0fQdumLjHXnPpfPbsLERy9i7vb2d0smQP+OYNCjGko1FgD86bWPdxorHL+sPZeGosgPEY8rpWg8PDzt7tTjieLVa1eXl5bT/lrfNezxbf9FDjyVHStAvp4qii9647/UaORJFeq9j7D9eyTwpWVidFT7nJcn7O1CE5cX9CG1u0c/nO4DHBNYZTl2ZVvYk82egh0yyQ7JdliXXk5f0cuT96Zm1cqS83E8+9cAAxykiEOV0StbJhUFOneatA/xdn3Sy6T5391oO6b3wIuH7/D1BvO/LNnSAsnvurbYADPK5OYMsr3eTV7Y3F1Dfw/X0xLxlcNA2wN6+Z6pe94d10oY85aR++1nuM8/pPKAcUl26cWmP6FuAK/kyuQ3pPerG/FxEMb1qbsegtwkA0Dm8uN7pU9XrNMvUFffN3D0AEfe575ubq+Yo1wTznmtk/g5l+gQ6n15Xz/O5vs/x5bHRrRPZvoziIa9ur0Q3PqiHduQ84fZ3HttOPn620wmMTuru+p0y0oGArOZAWvLsOrt+7SjnvfeAQQNz10tZjsRYf7wmdfOl22n8lO302KCODiPtI+uO+3pu7KZ+7sM2+awNEcYGf6nPblfn9Exsx3PZ3/7NcrR8XH+2ZW6t4jkbgK7bfWT9zzk1nTxv0Tc5atdgA5pLl+kAcuc1oFPd6PQoewDau1o1v5hTJ8rtAZVenCwzDQ+udROyAWACVMgKiBU8R/badDwgM3tXUhZPTy85vblo0mfuo+SZsveBJH/vcuWz7WmEJtDrjNA5g8N6MWcEWx75W+bjdxOrv3ce8arXUZfUk3061unbnIG9z7DuZJrluRzzg3yybfue43vuc8n2Je+WEb/nGMn6cy7AyM9yu8UXY5gjQRkDna6Zt5x73K7OqMyx0H13vS4/+c0yOp0e9Jp8ytVyudw57Wa1WtXZ2dnkea567lN7gt03Bq+dg6RLdwDQ8+zR0dFUPp7Qm5ubnc2szCtQ5whi86jzuatqimB8+PChPnz4sOPtpxy8zNYhDDRHebwm2xsKn3ZomQeAn73ZBoPe5M+zVTV5l/lzJAevMvKDNwAT9+R+RkDS4+Nj3dzcTO23MbXZbOrq6mqStx1xxjU+IODnn3+u1WpV5+fntVwup03bzPHb7XaHZ9Zc0mUcSTJOsI7Bn3VguXz2ljuFD0p95N7lcjkdifz09FQXFxe13W6nPTnu2w40Ujdec/rZx9w+PDxMukuffvr0aSrDbXaqo/HGZrOZIoqZQutogcF0prhxX6dnrg9+SMH1ePYcOydTk1O5c+1LnWd+yfmEKBF7W9hDhGyo1/tYqmrSW/THqXzmGR3wJn50n3mJ43uJ/h0fH+/Md5bb169fp5PHTk9Pp7Fwfn4+8fnjjz++0qWkb7Lno0vP8KTHQEKBoDlQTkNN7tCsLwFHl+eXfOU9+54xP3MApLsfJesAasrKSu/rCYy8IJpyoTQhs/Q0UBdvEO3klIpsXlD4bE9XRno9qnpDIgEd5eQ9+fwc2Evg53sT8KaR4b7IfQS+3/JMY8ELkvczdO1KA6fr6zkd7QByPpvGUpeals908jN1ho/7xHx5cs52W0fcv74/ec52Wsaut6O58d7pnuXaGRpM5PvSSpM6Q9y/O3KURlRnQA56TQcHB6+ONfXYSxDIwm7A7yhk5zmveq2/lGfDg/sBPaRt8Ibpqn4+NHByHdZLniFFAnBhPiwTg8x0aKShgaww3qpqSr+wbgLOM72MtTajKu4DZIoB4WOR3Yeea9K7S1tTbvBJykq3TrD+2YiygYZzg3Y9Pj5OhpGNEnAO3zE+0tlF2V4Lk9/UJ+TFd4P9nLNMzJncj7GNsUffuc/hywYa/Qe4BLiv1+tX777pImQAcL/pG5mhM/CXcya67/I9ju2FZ6x3xkfyQ19UVZvm1jmKu8/I33M3fYMh7ftJ+aUOp5DZmPFck44AjJaUucc9fYjBkE4Nr6/oBfzk/hrLbLPZ7LxPhOeZI967Nn2zPR8GZ5liVfU6jDRXlr3XHUjkWg48lKADXvk8z3SeTg9ifza4hNfcMJrgtCP/7vIdIem8wPuMKVOCrhy4lquVO2WVlO3rvLTIxWDcfZb96We6zXx4IOd4yjqzbLc704fSQ2DyQj/XXy6n+9zdY+omsPydSSV56HjLa51eZhupw2C262PfN9fujn/Tvja4j/x7ypPfUhfd5qyHcZVOgwQs+4zdNDy6hcgGKaA1Fx/4TSCZc4vrTdlB/5uNfb9V4iV8gGZykr0XyI6Uqt0UOXtRkxLYGITb073dbnfAPiDHkQH0hGicAYa9mYBG9Jk8fNrgSAh1Ux86BGgkImDgZn3kFCofF4p87u/vJx1P77PXFue2Hxwc7BhZ9mT7OV4eRz/gEQeYpQfcYDFTh5jjPFYwNHwyk48ZRs42Vrx+ECFYLBZTNMWHBxiALpe7L/Pr9mckPmIe86lG5iEdV10KHbJzJAk9ZN+EXyLp+Zt+y0gb/eP6+AO4ul8ykmNA7zlzsVhMe2bQb67xR/l5gpjl7TWA8eF52vrg9tpIthGMgYUOeGN5l4Lmehgf1MG84/rW6/WU+ut9NMgnX85IdM2OC/57fcixYP3kaG4MBCKCRD3dn84Myv5Cfy1fR1nfS9/sPR8WXAdKO+CSjavqrVSnxCQ46gBaluXn+T0NjuTJnxM0QB1AmwN9nUFiY43vvtbd210zWINf90cOjs4YS7L3mYGBvC2HudSjBPyug/7whJegE3DQGVeU0YG25MWAkz7wIpZle6G37FJHPYn6umXrBcOLTaYo8kw3Zux9sIwczUq9M3jpyHLtDJjufi/snb50hponeT/nhRLap4NZR06GacC4TIOhfW1M8JlRDH7LjY1duXOyTb6ragcouo6cL7r5c9B+ur+/nzZas9jbu+j+8pxT9QIW5xws/Pe4qKppoyrgcb1eT5EIjuMFQHjd2G5fNh0DbknZYf7FYHh8fKwPHz68ep8IgMUeSp8wVVV1eno68Wfvt3Vys9lMoOTk5GQCR921NIA65+HJyUk9PT1NqT/Wda8zVTWlVq3X67q6uqrNZjO9d4PnbBDaiEjPvU/ggReDvzmgR1904wwDb71eT++8oJ9MtM0GY47dNDzQhcXiJT2JdjG3oY8ZmYJoN/Km/QBy+hJAb4PTRjepc6yV1vlcy0m/gtIYclsxaK0r6PL19XVdXV1N/btcPr/75ujoaDqOlzKQgx2VXnN8tGxG4TDQUze47jTN5fLlreGdQevDIOgjxpVBOo4FiLQ3bxynDvctdd7c3NTNzU0dHx9PMuE59xvpf2zwx/lwcHAwvUeIue/x8XEaYz40wS8dNdkg9NqO7NCn9xog3yTtqgM57wE1Va9B9ZyH1UDdhoe9V1Wv8wCrXhYGyjMAtwXXgcrkMdti/lwf4dhsk+vpvLXpmUuvaxoSc/I0OOX5znDKkPyc8ZR1ZDkGgAk8LR97Ac1X8te1rQNe2TYvIp5Y08PWLQJvGYtQF/Hi/vzdbaHsuYiZF2PLtWt3Z3AnAEgwm/rdlZv9mXUlOM++s7Hq8WAQ91aKo/XdfNnAcL1vGdOd0Z5tT69YAv+uPea1847bGdPJgd8c9bRMM03PDoZBb5O9llW76SXI0fMwv+UYhAwg0xnB/VW75+i7vwx2+J956C6PebyqdsZbOhfSwAdYuGyT92D4O/JIsvONseC22QijTZZPvvhsbuwzVgDLTvHJvnGbkIkNpBxPACp7+jMVjPI9vtLJ4HnRwC/f8TDnxKnaBcPGIZTNOPdegbk5m/U21xjWPj+HQWK5pa6mTO00sx7bqKFMpzLlHJaYCb3JOsEH9BfycuqX9R+cY9knxrP8+T0PFTEWczqm76nqM3hSXxjLNsIsR9+T/Up/ZpSMvSKpC44o0b+MGe4xH+YBRwkRFM+ByN3k7zxDeZZBl2LZ0TfbcJ4LO4rrCbKz/GlwByoMnGw4ZAMtBO7PQZc85MJinlym+e0iFBkJqHrtyciBkF7WDnS7nXndICaBrMn3Jvi04YGc58A2fJj3jmwc5u9eUN2+OUDYTbKdHmQZnbfY3xNYdCBhX5s7wO7yu0hMp+edMdgZvllGLhS5yHZ8dkZQAiiIicr15MKW8p+LTHYGxFzbzHd3zXV77HaGRXd/ysWAzXJPY9WGmHXX1zPdg3vSqHU/8D2P+vW8lvWY1/dO8L9l4m28vBzu7OxsB7x70QRIkm60XC533ipc9fLyv6OjowkkOeLBZuDb29uqetE9QBpv/fa+CgNZvPsc/8veB8peLl82xFe9pDoYxFS9vG2da1W7wBdPPHqNF9YyM2CxAcc98Lper6dogI0p2k99VTV5bD0O2Kzs+9nMSsTIezEYL1kmlA4mZODjk5FHRjGJVKWOmGjzYvGcxrLdbuvq6mrySrNxN+d2Imnud36jf4l4bLfPKVK8zNB9Z/CK3lhXzDsRHfru8fGxvnz5UqvVqj59+lTL5bKurq7q8vJy0j8be/Sz35yNrNAxIgVVVWdnZ682rbutXrvz4AOMzfPz8x3e7+7udg4jqHo5cjj3sqRRz/Gzfi8JzyArpxtZL3N9ZX4gHS/vZ54x7/xu/bu+vp4MVdKgMs2LiATyODw8rN///ve1Wj2/IBHddySXyOr19fXEl18u6P1qfCaqaWOFtZWjfVer1aTTpH4dHx/X+fn51PedM+M99B8bHyh7ApsOsHTAZO46jUAYc2DBZSRfCWT8v2o3rYXveQ91ZhpG1uW2+7m8pytjDqTMUWe0dGDabTSA6kBsx3/HUz7XRZX8PY0Ne4g6oJ7tsUJ3USpTRgoS8LmOBKFzckdW3d4Lf06jJgnDzMZ03p/9mt74bhy47S7bwGYfdXXvmzzcL3Me+bmxt8+wzzq6z9lOlztX9tw4SSMfcrusR+nt5XOW0+le1465+aRzuJg36hj0NrmvHN3IOd/ez6qX1BDrUDfXZF3cC3jv+s7e7c4457kExr6n0yXP8S7bRoTX3H06RPm5n8DGdgfM3T7q4C+jQ26jZWWQ1Mkof0sw7rrd39067zIYy3Ya+l7K9dzR9XFiiq6eXBM7nuban5Ty7ubUxGcu088CTHMfA+3Otua4MLg1pf5Rlg0P6wmYcm78uZ9Sfow/+t66lLxn1CMjY+afsub6NikxVodXsq86vAJhRHRRQGdMuA+MW91ur/WMjfesKTk+Uh+6dOF99E3Srro0iARLVbX3dxqEsKzAnRc2QYjLrnrxEkBzAKgzklyWBZ7PAkoMTrLOHHh+3vUl2ciyUs6BGvh0eR2/Jpft8GgHypP/NDY6UOpBnUZB1e4m+66u5NuTcQfgqTv5pX9siOWEkM90/dndl/2T/ZZ95IU9J4GUhfl3OZSVZZsnL4QJog0Afvjhh7q5uam7u7u9YHluYvTYyLGbZVhGWc576p2b+NMw9Nzg31J/ssz03Fif3HdzOvAevcg68/fUHfNGuw4ODsaG83cQx4HSf3g76ZO7u7u6u7uboiJ4LfEGLpcvnnivNX45HH/eTJ3eX44QzWgZ5ademMeci/HOwwNzN9erXvadLJe7x60mr5R/eno67VvAacE+DefHp06S3YCntOolekD+eaaMVL3sp+EavxkQbjab+vLlS22327q4uKjT09Od/SmUhVeetm63L9Er70lx3Qm+AU6UxR4EDgFIMI2M7u7upv7mRYUGdADQXCNpp4/hzaNsedHhwcHzcabuSxPP0Rd4o61rBq141+35//z584482Jvz9evX6dCGTPWjXavVaho7liFe8/Pz86p6eUkeY4162JeE/jrqxp4FUon8os3Hx8c6OTmpDx8+TH2xXq/ry5cv9fDwUOfn53VxcTHtHdput9PY5nmiS7kn2Olu6KNly1xCPzI3sAcLvfDhEz4dyhEf17Pdbnciej6YAJnaIU8fwMdqtdp5saeNEBsenkNWq1U9PDzsvIwUvnOjP3VsNi8vZfR+JCI/nQHc0TdJuzo8PHwFirsF1p3Js6YEhznhGTgkgDS4yn0M7oB9gkn+0vOQZRt8J4idA4VJaf1DGfXpjJEE9cgo25Gyy77y9yw/gV0Hnv27oy9eVG1dI8ec1LPs7lr+Zm9UtsP3dd6urh1Q6pfBrOXrcrvF2TqNLGzQdnpiGbmdXdvn+i6jNf7di7f7YE4vso7Om0RZXWpi8t2dyJEGs8uwoev7UnZuo+Vo72CONfd/lyZa1adOer7JfpgzOiAb6Km3Lt/Pmt9B7yNAOOlQTtOoegZEt7e39fT09CrlhD9vPPfv/AEqvDkdcOq0TW9wrdodH6xPXRqVgQm6sl6vp7d3V71ea11G7kXieZdP2pSBM89503HOQZ3nmvvYXM8GWW++BdhW1QSs04lB2gxGBJu8qZdxwFHFljl97dS4HIfdZ+uHy7Ohb0MP0IyRm/MKdXfY5+npee/M8fHxZNzSHwcHzyeD/frrr5PR2vVn1sf85RQpP+v+pT73rzfjYwhUvbxN23MiwHexeHkT/c3NzST/29vbKQ0NwPr4+DilLCI/5Gv94X73iY1LjCO/k+fh4WEyFu/v7+vs7GwqhzRGxgz1eo5GntZ9G0GWncexxwJA/Pb2djKOci6wYWpnA21lbJK6ZWPc61rqEtfQefrP6xP3Ot2Pttzc3EzGJIbx0dHRzqlr8OrnHQXFofDe6NB/bHwYbFipaWgurBYIz3nxnvMamzyRGBQw+LK+DnwaKPi7n08es525QOQEk551yuwMgI6nzpBIr40p7/fgSjDO7+mBd90GOl2aSBdlSDBuA8H8G5h7YOaibX7zswdU1tnJxffCV/YP/CTgTTDpqIJ5MXWefbdtTifzfw7mXEgNnDtDhQkwry8Wi/rXv/61U3/2k2XluvO/29wZXeaVMjNC0hlUzu210eQJtTOQuMdGQt7X9Vm2lzZ1OuBynC7l5w1sLBdfg2y85XXKRGZzvA96IfrN3meA73a7nTyF3vOGXAFseP/db5SDt8/g22PNfV/18h6OBJPojD9ThwG3AQhAxYu9wXIaGAAFl8mzBhB5wpLLyPXEYzDXKDzV/Nn4YH+BHRHuH8COoyKXl5d1eHg4AV3IOf1uK98xTMybQbk9yPDgk8D4DRnh9TUPznlPh5rLTYdD95znVYC6U4EWi8VONMB82aBwmcjTKVUG1IDOdNTCJwYK8kWOGA3scWKdd0Ruu93uRMCI2vov50z0FF6cakT7uM99XlWTfuAYoHzK22w20z4G9M994QjP9fX1tJ7Z4ZB9Tr8yhtKBkDpBv+W6Zz1L3Oc1MB1Q3IsRltfoG4gIkH/3y0VZm4km4aBhc7rrJ8o2t+9rH32zo3b3Lf4QQk2r017eBN7+bQ48JJCEsqwEw8l7/p8DvV0dcylEWb7lYPllXeltdfkJ0MwHZXZtsqzmcs59Pb2urs91zAH7rDdlycTmMr2IJMBOPk1zegFldKQzhqpen0RFOfZA2Js+x4cXZssk751rU8qeNnBtn+77twQHCZgTCHsB63jMPNass4tCJXX64TZ2ckia018bAuY/07BsXLo8eIDPbix1BmTqgsew7+3mhZRl8sG46OQ1aJ4MtA3a2bRMCki3aNur57HAHyAfL2x67qnfY4J0DxuhBlJ8NjjN02wAIRgyVTWBdDaEAk5tzAAa2ChsHQfkkn55cHAwbXTlHut3RiztzYUAWMfHxzvvlKBevNL0hUEPaVRnZ2dV9fzW5bu7u7q4uJjeKu45L8eODUfKd5/wHbBoA7Jq9yWKng8Xi0Xd39/Xzc1NHRwcTIaro2M2JryekcaSRhrPun4AHWA9veV4+A8PD+vjx4+1XC4nzz+GHXqCnNA7wCv/Afj0nSM4tN/GBwSPm83LG+KJUGF82DA5Pj6e9NTpVtvtdopIeG0xlrAxWVWTHB1dgj/SqJBJzvspI5/2xXxBNOWXX36p9Xo9tctpfNbd1D8bRcagNnhXq9UE1u0MsAEEoYsc7kB/eb6o2o3k5p4184aM7u7upnmPPoM/DLeHh4e6vLycdJgIMXMazpSzs7MpUsL7b96ib7LnIw0PQKUNjKoeaHtxRvD2Avj+DtAwIDvQ7HvyfwK47n8HPrtn0hOa4NM80uYEpmkMOTpkOSUlKDGgyTqgLtrhydkAi/vTmnXZXT32BCdQNjl8mTJweZaRw5E8Z+qMspSfowBp6GRZ2b5Od6grgXWXttZ5zvP5NOwyijD3rCl1zvJzm3P82vO1T66pRx4nc3ybr84AsRcpx4mJdsDHW2M4P2f9aWCmIeF7LCPrgb2FnU5lH6WsM9XOck65DXqbAFiQ1xoDzZQx93TzCv3iNCSDw87g9tGq3Os5DACShr3XEO63FzYjLNwHiPBcBTiGhzky6PZYBmzxnXszjROZd3X5xCOPc8vAcnZbHD1xW7P9nt+qXkcc+aON3RzXOQRyPUzgRwqL5zunTvsZO0T8DpAkt99Rq7k+xNBIPUonRjqaLDvKQT5OCew87tSZ6zHyx6NuwGrHWJabcu/IfejTArPsNE49H2TEyWsuBomjRJZPOg08Lm1kYHB365v1z4bqPqcaz6dzw2MPvvxiTmcPVO1iLkda8jvlZdTLAQO3x/PMe+ibGB8dGdztY8aLd7dg28uYQNagIJU2wWEaAnOdC+8I2APLxpOBXOfpdb2uz5/TCDMPCdxz0s77XF9OZLmQdKDO8khjIa9Z9p0R5Ukt6/GikPSWnmT/V/WbkDtQm3yncdQZLH5uDgx3Rki2yeV3BgrPp9Hh5zqDp+PFfGSEMfUYSj4sl30RsFzkPMFV7eZHp65n/e+5Zh6cZtb1ow28lHnyZBm7bN/ndJosn8XZgAnqZJ79iuw8x+0bn51cBr0mRy8M7k9PT2uxWNT19fX0oi88yAZ6XlCrXhZ0ctoBM90iz7y/XC7r9vZ28hACSADTXPv69et0PC756mwydcpK5nQvl8tXL8RzGwA2bGTtvNjdHM9L0biXzcdVrwGiNzTj+fbRslXP+ntzczNtOsaD7M3btIN8d4Dr+fn5tAnc6xh9g9z4Y95hY216yOkT+tD7W/jvI1ifnp7q119/rfv7+zo5OZk2aGMI+Phg2vrw8LDjjHCbna5EpCmjIrRxtVpN+y2cCuZ+RA5e55Efc4t5SSC7XL7k8Zs/IhMGn24n+3Dm1mI2o1fVFJlx5I7IBHyzt8RyhFfPu/CNPJATPDu10fjt6Oho2mPDeEAuyIjI4Gr1vFmeyJbT0RaLxauN3f5sPfJcYmPH0TKiDxxVnC+YTJ0gYuJ9GugQRyijk04Pu7u7m/SFezhG1zjbxrlfsMjcgyFtvXIanQ+02Ef/J8aHvTIGet2inmSg0BkwCSqrXufh+74ECVWvvSMJBLlmcDUHXAxY/N0g3EZKZ3ik7BLQpwFiWfl/lsO1zijLdnVldOTB1PHdGWBdvf5v4JrPz4FxiAW4i3h1vOZk1hkaKZM5Xc025j1uZ8eD75nrw66/kFdnjJlfg9rFYjHlebIwpiH/Vts8fub61nxmBMHEAsK46AyZfTx5rDP25qJt6IF1JNtjuXVGcP42Zyinwef5wPqQDpCs13rRpXm9d7z+lilBsr3fNqDpdxZVG4A22u11RP7cb4+h92lArIO+14DEIIG6c92jfD/rMqw/eFxz3vHY7a5BzBuAO+SUa1gXobG3N/U4jTN7sVOmnsecSWHejTPmQHDqhPnpfqdO5J1rBoDQHmQ/Y8yTfZd1ZeSf645wdfNzNzciC+Mb5hXakI6aDh+4L/I7dWdUIet3m+YcMPxmnMYz7lN+d7vscaddWXdSN+ebaKcxBWlo6SzNeaJzGKV8Up/ge44P840cOp10W3IvmeXmtcNGnA1M80pdacR53FqeXf/vo29ifBgwdPSW19+D0R5NUwKlBPd+ns/dhFJVs0aF63QnZ4d3oNCd05WZdXapTx0fKZ80mnyPy3oPOElwve+ZXAz23dN9ngPSc2BvDqjNGTiW5Rz47AwAy6szPOaMkJTVW8B8DoTzbFd3tnHuOddl77nzrD9+/Fh/+MMf6vLysn7++ecpB7jq9dG4LrPLw32rbdbvbkz485wxnu2aM3YMOLqFlXszT93PWm4uC/kB7roUnvxsSjDnNnRzVratkwXf3zvB/5aJfrRXFy8diypRBhsB3EcZ6LDz83N/Bt5W6mO/A3MXnuqTk5PabrfTEa4cQXp4eFifP3+e+LIhw7Ne88iZ974QABheduY+t4fyt9vtTu6995BU7QJsePjd735XVa/BkVPU7AEFXMOfPcF+AdzT0/OehIeHh+nULZ+yQ/lsXk8e2JTtiAcy797EvN1up+NF8f56jXEElzLZpOwXGtIWcu1PTk4mTz8yp39PT08nLzNzzdHR0dT37IthI75PIEO3iID4GF6n/yAHp9wYf3gOc0Qwj0ilTyjf+occbSwz1xI1QPd4qSFlOdLCSypTj7wHhfoPDg6mF2HigTfI5oCAqppO2PJ6jP5xChVttE7QFuSOnNDjNOwg8Mb9/f20N4L2w5PvS33kOFvqQvfQZ+YQ5nwcAlW182ymQDnSiT6k4ZUG9nb7HI3znOOIsccHn/PI8VzP9tE3i3xkZKID1Fa2DlzOgZgEgDyXYGYO0BvoeLBkmZCNCRtDHSjtAEW22eXyv8srd7vzWeSQ3pp9wMzl7gPVbwHe9ESnh7YzKl2fPTrmMe/N+yDX/VYZKQ/49fW5vEp7VTojzuWnrnUe6dSZbvCn179rf/ad9TJ5d91Zzy+//LLzBueUY6fbnW5045rPXdSwmxPyGcslo6RJjnC4fXynf1Mf0kNquXV9uVgs6ocffqgvX77sbELNej2P2KvtdqUnNPXI/ZbzUmek7/PuDnomQAs53MzpgAkb51W7J2Ghl0518kKchqiNAp5n0QcYAIzYxEmKyHq9nlK/ql4AkdPGcp1xBAGjgXbNpcnQJkCnIybw6fkRXSRVCv5yg3Tea94wQND1xeJ50zYpVmm0AJo5ZWez2bTvGmEsGIi6rZvNZjoCF0I+GGyktNHPacTluuZ6PL69wd/RMYAvRhU6By8AQwN8721hziCtjLQhp1/5xDMwAjLMXH3knECUd3LY2YIO2xDmfsC69+hYLzDm1+t1/frrr7XZbKY30S8Wi0kWvJW8i8y4HdxnUO623d/fT+OvO96WPoQ/ZJ7E2PGmcvoK3XG/V+3uPyGtycDdjo7lcjm9VZwx4r7g7ecZdUjnd2Jg5iVkw5ir2n0Xj695rfL4wAng07ByHUa2NnBdZuKFOfpmxkcCku5aAsaq10d32jr3gpsgaA4UdkDJ91Fnx6d5yihOgtzuWYRvA6f7P0cJCjvDJvlxG/cB87l2zIFP37MvxQfe5q5VzW/gNWjsZNP19xwQzjL2geYE5WlAdfWk/DqP/VvPWA5zvHZy7CYJJrwsuzO0np6eppNskscMY8/x3/WP+Ud+abSbDHLclpSJoyZesF1HGgB83te2rn8yYpZtyw10+8ZxGgju731R4X3lzV0bkY+3Ce/5w8PDBFi8sOO9TbCT844NC+s3CzNAK+dSQCPjlZNgDAwAQXgQ4Y0F3cApCb3Izc/dHAOPGSkxYSAhh6oXD/Fms6mffvppp77cd5DjxKCL9ttbThtdpnXdnvwE5M7DT9xh0Ebb8QRzz+HhYX348GHaO2AvPziEcmg/cw05+sxLnBZGVAQdYS7DKKBcn66FvJGhveU2Mp+ennP2cYLkixutSzwLH/xOhIv7WUPsNYcP/mNMWHbm1+UzdgyYid4AbLnfupIpQm4Dz8E7381nRxktcNvc3txD4/kB3XcUwSdtLRaLnZdqEvVyn6D7TjHO47nhwY4DG7YG99lu65qjPDaAfdSy5yobVJTrMQsfNoTY58Oz9MVy+RzNwhB/D/3bxoc9vd0Ca0uW/0wcc2A1vRrvsaBYRFKQXT6nvVI5WdLZHUhYLpevvEu2itOz0JXjjTv5m2Xj5+ZStXjWwKrjyeFjt5nrrt9k+dt7kN4JPtsDnOCr6w/48eknlsdbRpN/g8euT81/1et3RiQQnjMkbBwk6JszLLNuyvFv9GH2R/J5eHg4bZSzl8OLk2VsPen61guNQX6CdMvTHuOu3DSgcqGq2gVQ1kvLIXnaZ9RCaYDk3JRl2QiyDrktXP/pp592xt4cjwajbmPylTL0WDXvyCTLoaz06g16TZvN82lCvOyOlBYI0OD8eqc3eQOuowSkZpCyBCAiXQFPLZtGqZONpNDBwcHkEQYMVNUESAEmVbt7C23cHxy8vPk5dd1tRdfYaH1w8PLmbAiAb2L+ubq6qn/+85+1WCzq/Px8OqY40y7g05vQqcPHwTqtC5lSFuOSdjm6wXyCEWeebXzRl6vVqu7v76fN8njGOQKYwwMWi0V9/vy5jo+PJ56sD/QHfUjKntOcql4Au9O1DMBxBK3X651ULJ4j7YWojYEioPX4+Lg+ffq0ox/IAb1N4wPAf39/vxMlceQESizhtdBGXZdemE41+hQDgjKgxWIxRXQ8P3qtq6opWkbkzEB5jtIJ5vUJGZFydnp6OkUkzLuxiY8R5vfr6+u6urqa+gReMcLs2KAc+rHqeU64urqqp6enuri4qJOTk511hhRC5h7LCEP07OysTk5Odk5Cw3DHAeP0x5SD+fNciD7ZEUFEhBQ4DPFPnz5NvL93Tfq3jQ/Odv7LX/7y7xYxaNCgQYP+A7q6uqqLi4v/Nhv/ryiNO5w6zlX29ardVFtHRbrybLBmHTYkMWIMtNPzb4eQHXU8axAIQOAaoMRGtDMIDBQBpQZeBjRO/0gvOH/Jl9uffxkdyv4wgKXOOYPLvLpvLHf6kHrcDt+TXn7K7tplEO764NH12FGQuuHveJ5JZaPv7QU3KExjwryYP+sbRoH1OyNPKb90ElG+HTWdbtJn/EcGHWB2G1OX3efZr/7N/W/e7ICzQ9Zg3frkaylT/iNH2oKxZuPD0cTU18wGcFv4bKOg69euz5Gxn+PPzhTL1s+bB/TE6YDdmM16rNt5bc5Rm7R4+jddZ9vttv7xj3/U+fn53pSNQYMGDRr0benp6amurq7qj3/8496o0G+R/va3v9Wf//zn/zYbgwYNGvSbpR9//LH+9Kc/zV7/t42PQYMGDRo06P8bDcfYoEGDBv136L2OsWF8DBo0aNCgQYMGDRo06LvQiNcPGjRo0KBBgwYNGjTou9AwPgYNGjRo0KBBgwYNGvRdaBgfgwYNGjRo0KBBgwYN+i40jI9BgwYNGjRo0KBBgwZ9FxrGx6BBgwYNGjRo0KBBg74LDeNj0KBBgwYNGjRo0KBB34WG8TFo0KBBgwYNGjRo0KDvQsP4GDRo0KBBgwYNGjRo0HehYXwMGjRo0KBBgwYNGjTou9AwPgYNGjRo0KBBgwYNGvRdaBgfgwYNGjRo0KBBgwYN+i40jI9BgwYNGjRo0KBBgwZ9F/of38zqfMcuZZEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "file_opt = 'frame-g-003059-5-0017.fits'\n",
    "opt = fits.open(file_opt)\n",
    "data_opt = opt[0].data\n",
    "\n",
    "pl.figure(figsize=(10, 8), dpi=100)\n",
    "ax = pl.subplot(221)\n",
    "pl.imshow(np.log(data_opt + 0.1), origin='lower', cmap='gray')\n",
    "pl.title('SDSS g-band')\n",
    "rec = pl.Rectangle((1310, 1090), 150, 150, fill=False, edgecolor='red',linewidth=1)\n",
    "ax.add_patch(rec)\n",
    "pl.xticks([])\n",
    "pl.yticks([])\n",
    "# pl.colorbar()\n",
    "\n",
    "img_3191 = data_opt[1105:1215, 1310:1460]\n",
    "pl.subplot(222)\n",
    "pl.imshow(np.log10(img_3191 + 0.1), origin='lower', cmap='gray')\n",
    "# pl.colorbar()\n",
    "pl.title('Zoom-in NGC 3191')\n",
    "pl.xticks([])\n",
    "pl.yticks([])\n",
    "\n",
    "pl.savefig('g-band_img.eps', format='eps')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f231a76",
   "metadata": {},
   "source": [
    "### 2. Spectra"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "12356d9e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "file_spec = 'spec-6662-56364-0116.fits'\n",
    "spec = fits.open(file_spec)\n",
    "data_spec = spec[1].data\n",
    "\n",
    "flux = data_spec['flux']\n",
    "lam = 10**data_spec['loglam']\n",
    "\n",
    "pl.figure(figsize=(10, 5), dpi=100)\n",
    "pl.title('NGC 3191 spectrum')\n",
    "pl.plot(lam, flux, linewidth=0.5, color='gray')\n",
    "pl.xlabel('Wavelength [Angstroms]')\n",
    "pl.ylabel(r'$f_\\lambda [10^{-7} \\rm erg/s/cm^2/Ang]$')\n",
    "pl.show()\n",
    "\n",
    "pl.savefig(\"spectrum.eps\", format='eps')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28cdfbde",
   "metadata": {},
   "source": [
    "### 5. merging event"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "25ac08ec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([], [])"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pl.figure(figsize=(8, 8), dpi=100)\n",
    "# ax = pl.subplot(221)\n",
    "# pl.imshow(np.log(data_opt + 0.1), origin='lower', cmap='gray')\n",
    "# pl.title('SDSS g-band')\n",
    "# rec = pl.Rectangle((1260, 940), 300, 300, fill=False, edgecolor='red',linewidth=1)\n",
    "# ax.add_patch(rec)\n",
    "# pl.xticks([])\n",
    "# pl.yticks([])\n",
    "# pl.colorbar()\n",
    "\n",
    "img_merg = data_opt[1105:1215, 1330:1440]\n",
    "# pl.subplot(222)\n",
    "pl.imshow(np.arcsinh(img_merg + 0.1), origin='lower', cmap='gray')\n",
    "# pl.colorbar()\n",
    "# pl.title('NGC 3191 and its companion')\n",
    "pl.xticks([])\n",
    "pl.yticks([])\n",
    "\n",
    "# pl.savefig('g-band_img.eps', format='eps')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "f9fecd40",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.04e+12\n"
     ]
    }
   ],
   "source": [
    "i1 = 10**(-0.4*(-21.63-4.82))\n",
    "print(\"%.2e\" % (i1 * 80))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a3fd879a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
