{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CDI example loading data from a CXI file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib widget\n",
    "import numpy as np\n",
    "import h5py\n",
    "from numpy.fft import fftshift\n",
    "from scipy.ndimage import center_of_mass\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# This imports all necessary operators. GPU will be auto-selected\n",
    "from pynx.cdi import *\n",
    "from pynx.utils.math import smaller_primes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Filename\n",
    "Change to your CXI file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# filename = \"/Users/vincent/dev/pynx/pynx/cdi/examples/alignment_S2280.cxi\"\n",
    "filename = \"/sware/exp/pynx/PYNX-TUTORIAL-data/CDI-Pt/alignment_S2280.cxi\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Extract data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  CXI input: Energy =     0.00keV\n",
      "  CXI input: loading iobs\n",
      "  CXI input: loading mask, with 1056784 pixels masked ( 1.544%)\n"
     ]
    }
   ],
   "source": [
    "cxi = h5py.File(filename, 'r')\n",
    "if '/entry_1/instrument_1/source_1/energy' in cxi:\n",
    "    nrj = cxi['/entry_1/instrument_1/source_1/energy'][()] / 1.60218e-16\n",
    "    wavelength = 12.384 / nrj * 1e-10\n",
    "    print(\"  CXI input: Energy = %8.2fkeV\" % nrj)\n",
    "else:\n",
    "    wavelength = None\n",
    "if '/entry_1/instrument_1/detector_1/distance' in cxi:\n",
    "    detector_distance = cxi['/entry_1/instrument_1/detector_1/distance'][()]\n",
    "    print(\"  CXI input: detector distance = %8.2fm\" % detector_distance)\n",
    "else:\n",
    "    detector_distance = None\n",
    "if '/entry_1/instrument_1/detector_1/x_pixel_size' in cxi:\n",
    "    pixel_size_detector = cxi['/entry_1/instrument_1/detector_1/x_pixel_size'][()]\n",
    "    print(\"  CXI input: detector pixel size = %8.2fum\" % (pixel_size_detector * 1e6))\n",
    "else:\n",
    "    pixel_size_detector = None\n",
    "print(\"  CXI input: loading iobs\")\n",
    "if 'entry_1/instrument_1/detector_1/data' in cxi:\n",
    "    iobs = cxi['entry_1/instrument_1/detector_1/data'][()].astype(np.float32)\n",
    "else:\n",
    "    iobs = cxi['entry_1/data_1/data'].value.astype(np.float32)\n",
    "# This is the detector mask\n",
    "if 'entry_1/instrument_1/detector_1/mask' in cxi:\n",
    "    mask = cxi['entry_1/instrument_1/detector_1/mask'][()].astype(np.int8)\n",
    "    nb = mask.sum()\n",
    "    print(\"  CXI input: loading mask, with %d pixels masked (%6.3f%%)\" % (nb, nb * 100 / mask.size))\n",
    "else:\n",
    "    mask = None\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Centre & crop data\n",
    "You can skip this if your data is already centred and if the arrays dimensions already have a prime factor decomposition with factors not larger than 7.\n",
    "\n",
    "You can also change `max_size` to a larger value."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Center of mass at: 128.33750872519897 228.5596927477386 293.1825317435623\n",
      "Centering & reshaping data: (257, 516, 516) -> (256, 256, 256)\n"
     ]
    }
   ],
   "source": [
    "max_size = 256\n",
    "if iobs.ndim == 3:\n",
    "    nz0, ny0, nx0 = iobs.shape\n",
    "    # Find center of mass\n",
    "    z0, y0, x0 = center_of_mass(iobs)\n",
    "    print(\"Center of mass at:\", z0, y0, x0)\n",
    "    iz0, iy0, ix0 = int(round(z0)), int(round(y0)), int(round(x0))\n",
    "    # Max symmetrical box around center of mass\n",
    "    nx = 2 * min(ix0, nx0 - ix0)\n",
    "    ny = 2 * min(iy0, ny0 - iy0)\n",
    "    nz = 2 * min(iz0, nz0 - iz0)\n",
    "    if max_size is not None:\n",
    "        nx = min(nx, max_size)\n",
    "        ny = min(ny, max_size)\n",
    "        nz = min(nz, max_size)\n",
    "    # Crop data to fulfill FFT size requirements\n",
    "    nz1, ny1, nx1 = smaller_primes((nz, ny, nx), maxprime=7, required_dividers=(2,))\n",
    "\n",
    "    print(\"Centering & reshaping data: (%d, %d, %d) -> (%d, %d, %d)\" % (nz0, ny0, nx0, nz1, ny1, nx1))\n",
    "    iobs = iobs[iz0 - nz1 // 2:iz0 + nz1 // 2, iy0 - ny1 // 2:iy0 + ny1 // 2,\n",
    "                ix0 - nx1 // 2:ix0 + nx1 // 2]\n",
    "    if mask is not None:\n",
    "        mask = mask[iz0 - nz1 // 2:iz0 + nz1 // 2, iy0 - ny1 // 2:iy0 + ny1 // 2,\n",
    "                    ix0 - nx1 // 2:ix0 + nx1 // 2]\n",
    "else:\n",
    "    ny0, nx0 = iobs.shape\n",
    "    # Find center of mass\n",
    "    y0, x0 = center_of_mass(iobs)\n",
    "    print(\"Center of mass at:\", y0, x0)\n",
    "    iy0, ix0 = int(round(y0)), int(round(x0))\n",
    "    # Max symmetrical box around center of mass\n",
    "    nx = 2 * min(ix0, nx0 - ix0)\n",
    "    ny = 2 * min(iy0, ny0 - iy0)\n",
    "    if max_size is not None:\n",
    "        nx = min(nx, max_size)\n",
    "        ny = min(ny, max_size)\n",
    "        nz = min(nz, max_size)\n",
    "    # Crop data to fulfill FFT size requirements\n",
    "    ny1, nx1 = smaller_primes((ny, nx), maxprime=7, required_dividers=(2,))\n",
    "\n",
    "    print(\"Centering & reshaping data: (%d, %d) -> (%d, %d)\" % (ny0, nx0, ny1, nx1))\n",
    "    iobs = iobs[iy0 - ny1 // 2:iy0 + ny1 // 2, ix0 - nx1 // 2:ix0 + nx1 // 2]\n",
    "    if mask is not None:\n",
    "        mask = mask[iy0 - ny1 // 2:iy0 + ny1 // 2, ix0 - nx1 // 2:ix0 + nx1 // 2]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create & initialise the CDI object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "cdi = CDI(fftshift(iobs), obj=None, support=None, mask=fftshift(mask), wavelength=wavelength, \n",
    "          pixel_size_detector=pixel_size_detector)\n",
    "cdi = InitFreePixels() * cdi"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Init the object support & a random object\n",
    "For Bragg CDI (without a beamstop) you can usually rely on auto-correlation to get a first estimate of the object support. Calling `ScaleObj()` is only necessary if a mask is used.\n",
    "\n",
    "There are several options for the object random initialisation, use `InitObjRandom?` for details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7e04e564539346f68bb23033a32cd785",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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PBgRXRgqqjrxYsXC5vNJp588kmxa9cu8c0334gXX3xRPP7440IIITwejzjllFPEuHHjxPr168WPP/4o1q5dK2699VZx4MCBo93WRnHBBReIQYMGiY0bN4qNGzeK0047LSEVS9++fcXy5cvl8cKFC4XL5RLLly8X27ZtEzNmzEia8qJ79+7igw8+EFu2bBE/+9nPkqaBaWxsIRKjgL/55hthNBpFZWWlPEdRwAMGDBAffPCB2LZtm5g6daooLCwUgUBA0c7hcAiPx5NyT5K913PmzBFjx46Vx0VFRSI9PV08/PDDYteuXeKZZ54RBoOhyRGdAEROTo544YUXxK5du8R9990n9Hq9+Pbbb4UQyT9HVVVVAoBYs2ZNk8ZQ49NPPxUGg0EsXLhQ7NixQyxcuDAhFcvTTz8tfvazn8njlvr+NGVsSgPzwgsviOLiYnHbbbcJu90u9u7dK9u0xGfvaL5rTUkD0xLfCQ0dCxoB7OB44403xOjRo4UQQqxfv1707t37mPrbt2+fmDx5srDZbCIrK0vcfPPNihQMyVBUVJSQkgSAWLJkifxDkuy1Z8+eBAIoRIwEXnrppSInJ0d8/fXXx7Se5mDt2rVi6NChwmw2i549e4rnnntOcX3JkiVC/T9VU/brm2++Eeecc46wWCwiPz9f3H///TKFRVPHPlYCKIQQr732mhgyZIgwm80iMzNTjBkzRkGsSkpKxDXXXCNycnKExWIRJ510kpg9e3aDKYCOFRUVFeLqq68WTqdTOJ1OcfXVV4uqqipFG/osEaLRqJg3b57Iz88XFotFjBkzRmzbtk1xj8/nEzfffLPIysoSNptNTJkyRezfv7/ZYwuRSACFEOKss86SKTaEiBPA//3vf2LAgAHCbDaLM844Q2zdulVx369//Wtxww03NLgnTSWA8+fPF9OnTxdpaWkiLy9PPPnkkw32ywFAPPvss+L8888XFotFFBUViTfeeENePx4EUAgh/vWvf4m+ffsKk8kk+vXrJ5YtW6a4Pm/ePFFUVKQ41xLfn6aMLYQQzz77rCgqKhJms1mcfvrpYt26dYrrLfXZa+53rTEC2FLz0tCxoBNClTJdgwYN7Q7XXnstqqurFWXgNJwY3H///Vi5cqUiQOLdd9/FnXfeie3bt0Ov12Pt2rUYP348qqqqEirbEI4cOYJ+/fph06ZN0vTeWtDpdFixYgV+/vOft+o8NGjQcPyg+QBq0NBB8Pbbb8PhcODtt99u7al0ClCeu4ceeijh2oUXXogbbrgBP/30U5P727Nnjyw1pkGDBg3HG5oCqEFDB0BZWRlqa2sBxNJx8ChfDccH4XBY5uuzWCzo0aNHyrZNUQBPFBqK1qbMAJoCqEFDx4dGADVo0KChE6Guri5pihsgltalqKjoBM9IgwYNrQGNAGrQoEGDBg0aNHQyaD6AnQQ6nU4LEDhKVFRUIDc3t9HyXB0NZ5xxBpYvX37Cx23KZ1X7PGvQoEHDsUEjgG0YPXv2bFbpphOJtWvX4uKLL5b+ZkOGDEmauX7dunUYNmwYrFYrTjrppIRqHKFQCA888ABOPvlkWK1WDB48GO+9956iTc+ePaHT6RJev/3tb2Wba6+9NuH6WWedpejnhhtuwMknnwybzYYuXbrg4osvxs6dOxtd64IFC3DRRRcl1BzlWL58OSZOnIicnBzodLpGa6ACscob55xzDjIzM5GZmYnzzjtPkXgYiEWYqtdFmf0JQgjcf//9KCgogM1mw7hx4xIqvNxxxx3IyspCYWEhli5dqrj21ltv4aKLLkqY37333ou77767SRUmTjRKSkowadKk1p5Gi6Ox70sy7N+/HxdddBHsdjtycnJw6623KhIjA8C2bdswduxY2Gw2dOvWDQ888AA040/zQUE6VqsVw4YNw8cff9zoPU15T5ctW4b+/fvDYrGgf//+WLFixfGYfqMYN24cbrvttmPupzU/x42NvXr1avTp0wculwuzZs1SjFFTU4M+ffpg//79x7D6doRWSj+joQFQYtiioiLxxBNPtEifAMSKFStapC8hhPjLX/4i/vSnP4lPP/1U7N69Wzz11FNCr9eL//73v7INJWCdM2eOKC4uFosXL05IwPr73/9eFBQUiHfeeUf88MMPYtGiRcJqtYotW7bINmVlZaKkpES+Vq9enZBvbNasWeKCCy5QtKuoqFDM+fnnnxfr1q0Te/bsEZs3bxYXXXSR6NGjR4OJTr1er8jIyBAbNmxocD/++c9/ivnz54vFixenzLOnxlVXXSWeffZZ8dVXX4kdO3aIX/7yl8LlcomDBw/KNvPmzRMDBgxQrKusrEzRz8KFC4XT6RTLli0T27ZtE1dccYUiyet///tfkZeXJ7788kvx+uuvC6vVKsrLy4UQsdxtvXv3Fvv27UuYXzgcFrm5ueLdd99tdC0NIVnfDeFoPqvNHaMtoinfFzUo2fj48ePFli1bxOrVq0VBQYEi2XhNTY3Iy8sTV155pdi2bZtYtmyZcDqdimTJGhoHJYJevHixKC4uFnPmzBF2u73Bz15T3tMNGzYIg8EgHnroIbFjxw7x0EMPJSShPlEYO3asmDNnzjH10Zqf48bGjkQiokuXLuLxxx8X27dvF/369RPPPPOMvP+GG26Qye87Azo0AfzXv/4lBg4cKKxWq8jKyhLnnnuucLvdQojkH/SLL75YzJo1Sx4XFRWJBx54QMyYMUPY7XbRtWtX8be//U1xDwCxaNEiccEFFwir1Sp69uwp3nrrLUWbb775RowfP17OY/bs2aKurk5ep8SuDz30kOjatasoKioSY8eOTUiMnApjx44Vt9xyi/jd734nMjMzRV5eXkJS0KbM81hx4YUXil/+8pfy+Pe//73o16+fos0NN9wgzjrrLHnctWtXxRdQiNj7cPXVV6ccZ86cOeLkk09WJHtNlQi5IXz99dcCgNi9e3fKNsuWLRM5OTlN7rOhRMuNIRwOC6fTKV5++WV5LlmSYY5oNCry8/PFwoUL5Tm/3y9cLpdMRPzwww+LK664Ql7Pzc0VX3zxhRBCiNmzZ4u//vWvKfu/9tprxcyZM5u9lrKyMvHkk0+KoUOHiiFDhiiuLVq0SJx00knCZDKJPn36iH/+85+K6035rKpJYs+ePcWZZ54pFi1apKjA0Z7QlO+LGu+++67Q6/WK6j5vvPGGsFgsMmnwokWLhMvlUiQgX7BggSgoKEhImEygz/Gbb74pRo8eLaxWqxg+fLjYtWuX+OKLL8SwYcOE3W4XEydOVPxD8sUXX4jzzjtPZGdni/T0dDFmzBixefNmeX3NmjXCZDKJ9evXy3OPPfaYyM7OFocOHWriTrUORowYIW688UbFuX79+om777475T1NeU+nT58uLrjgAkWbiRMniiuvvLJZ89u3b5+YOnWqsNvtwul0issvv1yUlpbK640lEJ81a1bSZPzNRWt+jhsb+/DhwwKA8Pl8sv1NN90khBDik08+EcOGDetUlU86rAm4pKQEM2bMwHXXXYcdO3Zg7dq1mDZtWrPNHo8++igGDRqELVu24J577sHtt9+eUA/y3nvvxaWXXoqvv/4av/jFLzBjxgzs2LEDAOD1enHBBRcgMzMTX375Jf71r3/hgw8+wM0336zo48MPP8SOHTuwevVqvP3221i+fDm6d++OBx54ACUlJYp6sjqdDi+99JLi/pdffhl2ux2ff/45HnnkETzwwAPNmicADBgwAA6HI+VrwIABDe5VTU0NsrKy5PHGjRsxYcIERZuJEydi06ZNCIVCAIBAIACr1apoY7PZ8MknnyQdIxgM4tVXX8V1112XUJh+7dq1yM3NRZ8+fTB79mxZFD4ZPB4PlixZgl69ejWYvmP9+vUYPnx4yustCa/Xi1AopNhDAPj+++9RUFCAXr164corr8SPP/4or+3ZswelpaWKfbZYLBg7diw2bNgAABg8eDA2bdqEqqoqbN68GT6fD71798Ynn3yCLVu2KArIqzFixIgmmbmA2HtDqUO6deuGF198EVdffbWi5vSKFSswZ84czJ07F9u3b8cNN9yAX/7yl1izZo2ir8Y+q2qsX78eU6dOxd/+9jd07doV06dPxzvvvINwOJzQ9uOPP27wc54qt9/xRlO+L8nuGThwIAoKChT3BAIBbN68WbYZO3YsLBaLos2hQ4ca9WudN28e/vSnP2HLli0wGo2YMWMGfv/73+Opp57Cxx9/jB9++AH33XefbF9XV4dZs2bh448/xmeffYZTTjkFF154Ierq6gDETYwzZ85ETU0Nvv76a/zxj3/E4sWL0bVrVwDAQw891Oj709TPZEshGAxi8+bNCe/PhAkT5PcsGZrynqZq01C/aggh8POf/xyVlZVYt24dVq9ejR9++AFXXHFFk/t46qmnMHLkSMyePVv+zaFnY2PvB3fHaM3PcWNjd+nSBV27dsWqVavg8/nw8ccfY9CgQQgGg/jNb36Dv//97zAYDE3es3aP1magxwubN28WABR1GjmaqgCq/zO74oorxKRJk+QxgIT/Cs8880zxm9/8RgghxP/7f/9PZGZmSuVRCCHeeecdodfr5X9ns2bNEnl5eYqaoDR+MhOwuvbp2LFjZbk3whlnnCHuuuuuJs9TCCH27t0rvv/++5SvVHspRExtNZvNYvv27fLcKaecIv7yl78o2n366acCgPxvf8aMGaJ///7iu+++E5FIRKxatUrYbDZhNpuTjvPmm28Kg8GQUM946dKl4u233xbbtm0T//3vf8XgwYPFgAEDEsquPfvss8JutwsAol+/fg2qf0LEPhPXXXddg204jkUBvOmmm8TJJ58s/zsVIvaf8b///W/xzTffiNWrV4uxY8eKvLw8acKl/VTvx+zZs8WECRPk8bx588TJJ58sBg4cKJYvXy4CgYAYOHCg2LRpk3j66adFnz59xKhRoxTvnxBC/Oc//xF6vV5EIpGU8968ebO45ZZbRHZ2tujatau44447UpboGzVqlJg9e7bi3OWXXy4uvPBCedyUzyoaMBN/8cUX4uabbxY5OTkiPz9fzJ07V1H2yuv1Nvg5//777xPcB04EmvJ9UWP27Nni/PPPTzhvNpvF66+/LoQQ4vzzz0/Y859++kkASOnaQJ/jf/zjH/LcG2+8IQCIDz/8UJ5bsGCBov61GqRq/+9//5PnAoGAGDp0qJg+fboYMGCA+NWvfqW4p6KiotH3x+v1phzzeID269NPP1Wc/8tf/iL69OmT8r6mvKcmk0m89tprijavvfZaymdgMqxatUoYDAZF6bZvv/1WAJBqf1NKCKYyATf2fnC3ldb8HDdl7I8//lgMHz5c9OzZU9x0000iGAyK+fPni9tuu01s375djBo1SvTp00c8/fTTSefakWA8wXzzhGHw4ME499xzcdppp2HixImYMGECLrvsMmRmZjarn5EjRyYcqwMzkrWhIIAdO3Zg8ODBisS8Z599NqLRKHbt2oW8vDwAwGmnnQaz2dykOSULXBg0aJDiuGvXrgkKWEPzBHDU+b/Wrl2La6+9FosXL05QCdUqnahXYOn8U089hdmzZ6Nfv37Q6XQ4+eST8ctf/hJLlixJOtYLL7yASZMmKf5TBKD4T3fgwIEYPnw4ioqK8M4772DatGny2tVXX43zzz8fJSUleOyxxzB9+nR8+umnCSokwefzpbzWknjkkUfwxhtvYO3atYrx+H/Wp512GkaOHImTTz4ZL7/8Mu644w55Ldk+83P3338/7r//fsXxeeedB5PJhD//+c/Ytm0b3n77bVxzzTXyP24gpsZGo1EEAgHYbLakc582bRoOHjyIe++9F3/6058a/A96x44d+PWvf604d/bZZ+Opp55SnGvss9oQzjjjDJxxxhl4/PHHcc899+Cvf/0rPvjgA3m/zWZD7969m9TXiUZj35em3EP38fNH0y+gfK7wZxU/x58zZWVluO+++/DRRx/h8OHDiEQi8Hq9Cqd6s9mMV199FYMGDUJRUVHC8zQrKytBBW8raOx71tR71OePpl+OHTt2oEePHgprRv/+/ZGRkYEdO3bgjDPOaHJfydDc70trfo4bazN69Gh8+eWX8vp3332HV155BV999RXGjBmD2267DRdccAEGDhyIMWPGJPxt7UjosCZgg8GA1atX4//+7//Qv39/PP300+jbty/27NkDANDr9Qnm4FTytBpN+WJSm4a+yPz8sVZuMJlMCX03JXqTz+FoTMDr1q3DRRddhL/+9a+45pprFNfy8/NRWlqqOFdWVgaj0Yjs7GwAQJcuXbBy5Up4PB7s27cPO3fuhMPhSFoOa9++ffjggw/wq1/9qtF1de3aFUVFRfj+++8V510uF0455RSMGTMG//73v7Fz584GI+5ycnJQVVXV6HjHgsceewwPPfQQVq1a1ejDxm6347TTTpProojgZPtMf7DV2LlzJ1577TU8+OCDWLt2LcaMGYMuXbpg+vTp2LJli6woAgCVlZVIS0tLSf4A4JVXXsHMmTPx2GOP4dRTT8WDDz4ov2fJcLR/7Jr6B3HXrl3405/+hD59+uDFF1/E7Nmz8f/+3/+T19uqCbgp35em3FNVVYVQKCTf/1T9Akj5GSHw5wrtv/ocf85ce+212Lx5M5588kls2LABW7duRXZ2dkI0J5k3KysrUVlZqbjWFk3AOTk5MBgMzfqeAU17T1O1aey94Uj1HeLnj+VvXnNMwK35OW7u2EII/PrXv8bjjz+OaDSKr776Cpdddhlyc3MxduxYrFu3rinb027RYQkgEHs4nX322Zg/fz6++uormM1m+ce+S5cuCr+6SCSC7du3J/Tx2WefJRz369evyW369++PrVu3wuPxyOuffvop9Ho9+vTp0+D8zWYzIpFIE1baNDS2lnfffRdbt25N+eK+XEBM+Zs8eTIWLlyYoOoAMdVG7Ye4atUqDB8+PIGwWq1WdOvWDeFwGMuWLcPFF1+c0N+SJUuQm5uLyZMnN7rWiooKHDhwQPoVpYIQAoFAIOX1oUOHori4uNHxjhaPPvooHnzwQbz33ntN8jUMBALYsWOHXFevXr2Qn5+v2OdgMIh169Zh1KhRCffzB57D4UAkEpF/BOgn/4O+fft2nH766Q3O6ZxzzsGSJUtQWlqKP/3pT1i7dq0k2YsXL0Z1dbVse+qppyb4d27YsAGnnnqq4lxTvncc5eXleOaZZ3DmmWdiwIAB2Lx5MxYuXIiSkhI8//zzGDFihGw7fPjwBj/nW7duxY033tjgmo8HmvN94fds375d8SxbtWoVLBYLhg0bJtusX79eQcJWrVqFgoKCBlMbHQ0+/vhj3HrrrbjwwgsxYMAAWCwWlJeXK9r88MMPuP3227F48WKcddZZuOaaaxSfuRtvvLHR9+dE+eUSzGYzhg0blvD+rF69Oun3jNCU9zRVm4b6VaN///7Yv38/Dhw4IM8VFxejpqZGfrfUf/MAJKjqqf7mNPZ+/OMf/2jWmtVoqc9xc8d+4YUXkJ2djalTp8p18+dhS/79bZM4oQbnE4jPPvtM/OUvfxFffvml2Ldvn3jrrbeE2WyWKS3+/ve/i7S0NPH222+LHTt2iF//+tciPT09wQcwPT1dPPzww2LXrl3imWeeEQaDQbz33nuyDQCRk5MjXnjhBbFr1y5x3333Cb1eL7799lshhBAej0d07dpVXHrppWLbtm3io48+EieddJJinFQRrOeff76YOnWqOHjwoDhy5Ig8n8wHsDF/xsbm2VysWbNGpKWliXvuuSdl6hUKyb/99ttFcXGxeOGFFxLSAXz22Wdi2bJl4ocffhDr168XP/vZz0SvXr1EVVWVYrxIJCIKCwsVfo2Euro6MXfuXLFhwwaxZ88esWbNGjFy5EjRrVs3mQrlhx9+EA899JDYtGmT2Ldvn9iwYYO4+OKLRVZWljh8+HDKdX7zzTfCaDQ2GllaUVEhvvrqK/HOO+8IAGLp0qXiq6++EiUlJbLNzJkzFRGDDz/8sDCbzeLf//63Yg95hPjcuXPF2rVrxY8//ig+++wzMWXKFOF0OhX+mAsXLhQul0ssX75cbNu2TcyYMUORBobj+eefF5deeqk8/vzzz0V6errYuHGjuO+++0T//v0V7ceOHSseeOCBBteeDPv27RMPPvigOOWUU8Tpp58uz69YsUKYTCbx3HPPie+++048/vjjwmAwKFL6NOWzCpUP4EknnST69+8vHn744TYfTZoKTfm+LF++XOFzR+kzzj33XLFlyxbxwQcfiO7duyvSZ1RXV4u8vDwxY8YMsW3bNrF8+XKRnp7eYBqYZL6sa9asEQAU380lS5YIl8slj4cMGSLOP/98UVxcLD777DNxzjnnCJvNJn2Zw+GwGDlypJg2bZoQQoiSkhKRk5MjHnnkkaPctRMHSgPzwgsviOLiYnHbbbcJu92u+C7efffdiqj5prynn376qTAYDGLhwoVix44dYuHChc1OAxONRsXQoUPFOeecIzZv3iw+//xzMWzYMIV/33vvvSd0Op14+eWXxXfffSfuu+8+kZ6ermgze/ZsccYZZ4g9e/aII0eONOj7mwqt+TluytiEw4cPi6KiIoX/4qmnniruv/9+sWHDBuFwOMTnn3/e7PW3J3RYAlhcXCwmTpwounTpIiwWS4JTZzAYFL/5zW9EVlaWyM3NFQsWLEgaBDJ//nwxffp0kZaWJvLy8sSTTz6pGAeAePbZZ8X5558vLBaLKCoqEm+88YaiTVPTwKixceNGMWjQIGGxWBRpYACIJUuWyOOmEsDG5tkcJEsZAEDxMBFCiLVr14qhQ4cKs9ksevbsKZ577rmE66eeeqqwWCwiOztbzJw5MyGgQQgh3n//fQFA7Nq1K+Ga1+sVEyZMEF26dBEmk0kUFhaKWbNmKRyif/rpJzFp0iSRm5srTCaT6N69u7jqqqvEzp07G13rWWedJVOqpMKSJUuS7gdPxzN27NiEz1dj91BOP5PJJAoKCsS0adMSSHs0GhXz5s0T+fn5wmKxiDFjxiiCHgilpaWiqKgoYX/nz58vsrKyRL9+/RQPvIMHDwqTySQOHDjQ6B41hB07diiOm5IGprHPqpoAqsdor2js+0KfM459+/aJyZMnC5vNJrKyssTNN9+cEPz0zTffiHPOOUdYLBaRn58v7r///pQpYIQ4egK4ZcsWMXz4cGGxWMQpp5wi/vWvfymC2ebPny+6du0qg5iEEGLlypXCbDYfVeDUicazzz4rioqKhNlsFqeffrpYt26d4vqsWbOa/QwUIhZE17dvX2EymUS/fv3EsmXLFNeTve9qNJYGRggh7rvvPpGXlydcLpe4/fbbxc0336yY765du8RZZ50lbDbbUaeBacqaj+fnuCn7LYQQV155ZUKgx+effy769esnsrKyxPz5849q7e0JHZYAtgSakohZ/YeoJbFx40Zx2WWXifz8fGEymUReXp649NJLk0buzZs3TwBQKIWpMHbs2ISHVEvitddeO+oE1kOHDhUAxKOPPtqykzoK0J6+88474tRTTxWRSCRh7zwej5g3b55CwWpJqAnhicSdd96ZEHXXFuD3+wUAsXr16taeSodGZ3n+qHOuWq1WMWjQIPHEE08oFLCxY8eKAQMGHIcZN4558+Yd1z3T0DnRoX0A2zOefvppnH322Th48CAeeeQRfPDBB3jsscfw008/YfTo0XjmmWeOuu9FixZh0aJFLThbJV5//fWjKmG3detWfPXVVwBivhltBRdeeCFuuOEG/PTTTwl75/V6MX/+fKxdu7b1JnickJubiwcffLC1p6FAbW0t3njjDej1+gZ9AjUcGzrb8+ekk07Cxo0bsXHjRrz55pvo1q0bbr/9dtxzzz3HZ5LNxPvvv49HHnmktaehoYOhw6aBac/49NNPcdttt+HCCy/EihUrYDTG36Yrr7wSl1xyCebMmYOhQ4fi7LPPbnb//fv3b8npthjIkXjy5Ml45513sGHDhmY5Qh9PzJkzp7WncMLxu9/9rrWnkIB58+bh9ddfx8MPP4zu3bu39nQ6JDrj88dmsylqh0+aNAn9+vXDM888gz//+c8pgxdOFDZu3Niq42vooGhtCVJDIiZPniwMBkNK36v9+/cLg8EgpkyZIs+RCWbLli3ikksuEU6nU6Snp4urr746oXZsMhNMIBAQDz74oOjbt68wm80iJydHXHvttQn3ChEzsZx11lnCbrcLu90uBg8eLBPGJith15SPmc/nE5mZmWLYsGHiu+++EwDE9ddfn9CO1vn111+Lyy67TKSnp4vMzExx++23i1AoJHbu3CkmTpwoHA6HKCoqEg8//LDifvJjeuWVV8Ttt98u8vLyhNVqFWPGjFHUH+Zjpdo78pNSv8jPb9asWaKoqCjlGjhqamrEr371K5GVlSVLbO3atSupCfi7774TM2bMEF26dBFmszmhnqUGDceCzvb8SWXavfzyyxVJ1qndF198IUaPHi1sNpvo1auXWLBggcJU7PP5xB133CEGDx4sn09nnXWWWLlyZcIYb731lhgxYoRIT0+X/fFymkLEng1z584VPXv2lL7Ac+bMURQX0KDhaKCZgNsYIpEI1qxZg+HDh6dUOHr06IFhw4bho48+SghTv+SSS9C7d2/8+9//xv3334+VK1di4sSJDeZ7ikajuPjii7Fw4UJcddVVeOedd7Bw4UKsXr0a48aNg8/nk23vu+8+XH311SgoKMBLL72EFStWYNasWdi3bx+AmHnn7LPPRn5+vjSpNOW/1+XLl6OqqgrXXXcdTjnlFIwePRpvvvkm3G530vbTp0/H4MGDsWzZMsyePRtPPPEEbr/9dvz85z/H5MmTsWLFCvzsZz/DXXfdheXLlyfc/4c//AE//vgj/vGPf+Af//gHDh06hHHjxinKrDWGrl274r333gMAXH/99XKt9957b5P7AOJlnF555RXMnTsXK1aswFlnnaXIrUUoLi7GGWecge3bt+Pxxx/H22+/jcmTJ+PWW2/F/PnzmzWuBg1qdNbnTzL88MMPMBqNiuIBpaWluPrqq/GLX/wC//3vfzFp0iTcc889ePXVV2WbQCCAyspK3HnnnVi5ciXeeOMNjB49GtOmTcM///lP2W7jxo244oorcNJJJ2Hp0qV45513cN999ynKF3q9XowdOxYvv/wybr31Vvzf//0f7rrrLrz00kuYOnVqs0ubatCgQGszUA1KlJaWCgCNFgK/4oorBACZwoT+A7/99tsV7V577TUBQLz66qvynPo/cCrxpI48+/LLLwUAsWjRIiFELMTeYDCIq6++usG5TZ48Oany1RB+9rOfCavVKiMMKUrshRdeULSjdT7++OOK80OGDBEAFOlxQqGQ6NKli0w5IURcATz99NMV0WN79+4VJpNJUZaqMQVQCCGOHDmSMlCjqQrg//3f/wkA4qmnnlK0+8tf/pLQ98SJE0X37t1lgXTCzTffLKxWa6PpajRoaAid8flDyl4oFBKhUEgcOnRI3H333QKAuPzyyxXtACSkBunfv7+YOHFiyv7D4bAIhULi+uuvF0OHDpXnH3vsMQFAVFdXp7x3wYIFQq/Xiy+//FJx/t///rcAINOaadBwNNAUwHYKkaK0ztVXX604nj59OoxGI9asWZOyr7fffhsZGRm46KKLEA6H5WvIkCHIz8+XAQ6rV69GJBLBb3/72xZdy549e7BmzRpMmzYNGRkZAIDLL78cTqcTL774YtJ7pkyZojg+9dRTodPpFKqZ0WhE7969pTrAcdVVVyn2rqioCKNGjWpwn44XaEz1e3fVVVcpjv1+Pz788ENccsklSEtLU7xXF154Ifx+f0ICZQ0ajgc60vMHAL799luYTCaYTCYUFBTg8ccfx9VXX43Fixcr2uXn5yuSigOxcnnqZ8y//vUvnH322XA4HDAajTCZTHjhhRewY8cO2YbKs02fPh1vvfUWfvrpp4R5vf322xg4cCCGDBmi2JuJEydCp9N1yOAzDScOGgFsY8jJyUFaWlqDpbQAYO/evUhLS0uomUmlwQhUAqeioiJlX4cPH0Z1dTXMZrN8CNKrtLRUZvI/cuQIALS48/2LL74IIQQuu+wyVFdXo7q6GqFQCFOnTsWnn36atPaxet1msxlpaWkJdXvNZjP8fn/C/ep9onMN7dPxQkVFRdJSReo5VlRUIBwO4+mnn054ny688EIASKi6oEFDc9AZnz8AcPLJJ+PLL7/Epk2bsH37dlRXV+PVV1+Fy+VStEtWTsxisSjM1MuXL8f06dPRrVs3vPrqq9i4cSO+/PJLXHfddYpn0ZgxY7By5UqEw2Fcc8016N69OwYOHIg33nhDtjl8+DC++eabhH1xOp0QQmjfdw3HBC0KuI3BYDBg/PjxeO+993Dw4MGkD7uDBw9i8+bNmDRpEgwGg+JaaWkpunXrJo/D4TAqKipS1mAEYg/97Oxs6c+mhtPpBBArJUTj86Ljx4JoNIqXXnoJADBt2rSkbV588cUWT4GgrhdJ5xrap+bCarUmLTOnfmhnZ2cnfZ/Uc8zMzITBYMDMmTNTqiDJaihr0NBUdLbnD8FqtbZYeblXX30VvXr1wptvvqlQSJM9Cy6++GJcfPHFCAQC+Oyzz7BgwQJcddVV6NmzJ0aOHImcnBzYbLaUlpCcnJwWmbOGzglNAWyDuOeeeyCEwE033ZTgZB2JRPCb3/wGQoikOapee+01xfFbb72FcDiMcePGpRxvypQpqKioQCQSwfDhwxNeffv2BQBMmDABBoMBzz33XIPzV/9H3BDef/99HDx4EL/97W+xZs2ahNeAAQPwz3/+U+EY3RJ44403FA7U+/btw4YNGxrcp2SwWCwAkHS9PXv2RFlZGQ4fPizPBYNBvP/++4p248ePB5D43r3++uuK47S0NIwfPx5fffUVBg0alPS9akkCq6FzojM9f44HdDodzGazgvyVlpbiP//5T8p7LBYLxo4di4cffhgAZD7UKVOm4IcffkB2dnbSvWnpWs4aOhc0BbAN4uyzz8aTTz6J2267DaNHj8bNN9+MwsJC7N+/H88++yw+//xzPPnkk0lz5C1fvhxGoxHnn38+vv32W9x7770YPHgwpk+fnnK8K6+8Eq+99houvPBCzJkzByNGjIDJZMLBgwexZs0aXHzxxbjkkkvQs2dP/OEPf8CDDz4In8+HGTNmwOVyobi4GOXl5TIK9bTTTsPy5cvx3HPPYdiwYdDr9Sn/u37hhRdgNBrxhz/8AQUFBQnXb7jhBtx666145513cPHFFx/ljiairKwMl1xyCWbPno2amhrMmzcPVqu12YlfnU4nioqK8J///AfnnnsusrKykJOTg549e+KKK67AfffdhyuvvBK/+93v4Pf78be//S3hj+qECRMwZswY/P73v4fH48Hw4cPx6aef4pVXXkkY76mnnsLo0aNxzjnn4De/+Q169uyJuro67N69G//73//w0UcfHdO+aNDQmZ4/xwNTpkzB8uXLcdNNN+Gyyy7DgQMH8OCDD6Jr1674/vvvZbv77rsPBw8exLnnnovu3bujuroaTz31FEwmE8aOHQsAuO2227Bs2TKMGTMGt99+OwYNGoRoNIr9+/dj1apVmDt3Ls4888wTtjYNHQytFn6ioVFQKaa8vDxhNBpFbm6umDZtWoOlmDZv3iwuuugi4XA4hNPpFDNmzJCReoSxY8eKcePGKc6FQiHx2GOPicGDBwur1SocDofo16+fuOGGG8T333+vaPvPf/5TnHHGGbLd0KFDFbWJKysrxWWXXSYyMjKETqdLmYfryJEjwmw2i5///Ocp96CqqkrYbDZx0UUXKdapLjk1a9YsYbfbE+5X5/jieQBvvfVWWSv6nHPOEZs2bVLc25QoYCGE+OCDD8TQoUNlzWZe7/fdd98VQ4YMETabTZx00knimWeeSdpvdXW1uO6660RGRoZIS0sT559/vti5c2fSCOM9e/aI6667TnTr1k2YTCbRpUsXMWrUKPHnP/855T5q0NBcdPTnD59PU0q8pWqXLNp/4cKFomfPnsJisYhTTz1VLF68OOF7//bbb4tJkyaJbt26CbPZLHJzc8WFF14oPv74Y0Vfbrdb/OlPf5I5El0ulzjttNPE7bffnlDrV4OG5kAnhJZIqLNh6NChOPnkk/Hvf/+7tadywrF27VqMHz8e//rXv3DZZZe19nQ0aOh06MzPHw0a2hI0E3AnwnfffYePP/4Y27Ztwy9+8YvWno4GDRo6EbTnjwYNbQsaAexEWLBgAf73v//hmmuuwU033dTa09GgQUMngvb80aChbUEzAWvQoEGDBg0aNHQyaGlgNGjQoEGDBg0aOhk0AqhBgwYNGjRo0NDJoBFADRo0aNCgQYOGTgaNAGrQoEGDBg0aNHQyaFHALYhoNIpDhw7B6XQqygBp0NAeIIRAXV0dCgoKoNc37X9Dv9+PYDCY8rrZbIbVam2pKXZYaM8ODe0ZzX12NPbcALRnx4mARgBbEIcOHWrxIuUaNJxoHDhwAN27d2+0nd/vR69evVBaWpqyTX5+Pvbs2aM9yBuB9uzQ0BHQlGeH3++HrVcvoIHnBqA9O04ENALYgnA6na09BQ0ajhlN/RwHg0GUlpZi3759SE9PT7heW1uLoqIiBINB7SHeCGjPDxw4kHQvNWhoy6itrUWPHj2a9OwIBoMx8ndgJ5Ceon1tHUp79NOeHccZGgFsQWimGw0dAc39HDscDjgcjoTz0Wi0pabU4UF7np6erhFADe0WzXp2pOtjr6TQwhNOBDQCqEGDhmOCEALJ8slrOeY1aNCQGsH6V6prGo43NAKoQYOGY0I0Gk2q9mkKoAYNGlLDAyCVYug5kRPptNAIoAYNGo4JmgKoQYOG5kNTAFsbGgHUoEHDMUFTADVo0NB8NKTyaQrgiYBGADVo0HBM0AigBg0amg83gFRWAo0AnghoBFCDBg3HBM0ErEGDhuYjhNSm3tCJnEinhUYANWjQcEzQFEANGjQ0H24AqZ4R3hM5kU4LjQBq0KDhmKApgBo0aGg+NAWwtaERQA0aNBwTNAVQgwYNzYcbQCTFNd+JnEinhUYANWjQcMzQ1D4NGjQ0DyEAhgauaTje0AigBg0ajgmaAqhBg4bmww0gnOKa/0ROpNOiQxTcW79+PS666CIUFBRAp9Nh5cqVCW127NiBqVOnwuVywel04qyzzsL+/fvl9UAggFtuuQU5OTmw2+2YOnUqDh48eAJXoUFD+wT5ACZ7tXVozw4NGloL5AOY7KUpgCcCHYIAejweDB48GM8880zS6z/88ANGjx6Nfv36Ye3atfj6669x7733wmq1yja33XYbVqxYgaVLl+KTTz6B2+3GlClTEImk8lHQoEEDEFcAk73aOrRnhwYNrQV3Iy8Nxxs60R7+TW8GdDodVqxYgZ///Ofy3JVXXgmTyYRXXnkl6T01NTXo0qULXnnlFVxxxRUAgEOHDqFHjx549913MXHixCaNXVtbC5fLdcxr0KChNVFTU4P09PRG29HnfdeuXXA6nQnX6+rq0Ldv3yb319poC8+O9rJXGjRwNOfzK/9O1lwPpJtTNAoCrhe078NxRodQABtCNBrFO++8gz59+mDixInIzc3FmWeeqTD1bN68GaFQCBMmTJDnCgoKMHDgQGzYsCFl34FAALW1tYqXBg2dDe1ZAWwI2rNDg4bjCU0BbG10eAJYVlYGt9uNhQsX4oILLsCqVatwySWXYNq0aVi3bh0AoLS0FGazGZmZmYp78/LyUFpamrLvBQsWwOVyyVePHj2O61o0aGiLaM8+gA1Be3Zo0HA8ofkAtjY6fBQwqRAXX3wxbr/9dgDAkCFDsGHDBvz973/H2LFjU94rhIBOp0t5/Z577sEdd9whj2tra7UHeTNhs9lw+eWXo1evXnC73fB6vVi9ejV2797d2lPT0ER01Chg7dmhQcPxhBuAKcU1jQCeCHR4ApiTkwOj0Yj+/fsrzp966qn45JNPAAD5+fkIBoOoqqpS/CdfVlaGUaNGpezbYrHAYrEcn4l3ElitVlx++eUYO3YsysrKUFlZiR9//FEjgO0IHbUSiPbsaCeYogOKAfzYvj9vnQ8hAKnes1TpYTS0JDo8ATSbzTjjjDOwa9cuxfnvvvsORUVFAIBhw4bBZDJh9erVmD59OgCgpKQE27dvxyOPPHLC59we0bt3b1xyySXQ6/Xwer1SFTIYDDAajdDpdPKnwRBL/unz+WA2m1FUVASj0Qiz2Qy73Y4pU6agX79+iEQiiEQisFqtsFgsCIVCCIVi/xnqdDpJMEwmE8xmM4qLi/H2229r0ZcnGB1VAdSeHe0EDgC9W3sSGpoPN1JTEI0Angh0CALodrsVitGePXuwdetWZGVlobCwEL/73e9wxRVXYMyYMRg/fjzee+89/O9//8PatWsBAC6XC9dffz3mzp2L7OxsZGVl4c4778Rpp52G8847r5VW1b5w6qmn4t5774XJZMKRI0cQiUQkAUxLS4PBYIDZbIbBYJDKx5EjRxAKhZCRkSGvOxwOTJs2DXq9HsFgEKFQCJmZmXA4HPB4PPB4PNDr9QoCmJaWhvT0dCxduhTvvfeeRgBPMFpKAXzuuefw3HPPYe/evQCAAQMG4L777sOkSZNaYppJoT07OgAcALJaexIamo8QgFT/JGrP8BOBDkEAN23ahPHjx8tj8q2ZNWsWXnrpJVxyySX4+9//jgULFuDWW29F3759sWzZMowePVre88QTT8BoNGL69Onw+Xw499xz8dJLL0m1SoMSvXv3xqhRo6TCN2jQIJjNZuj1etjtdoTDYfj9sWzuoVAI0WgURqNRHgMxM5jRaITP54PH44HX60UoFEJaWhqMRiPC4TCCwSDcbjfC4TDC4bAkFUQC9Xo9hBDwer0oLCzEr3/9awSDQYTDYXm9tLQUq1evhs+n1Zc8HmgpBbB79+5YuHAheveOyTkvv/wyLr74Ynz11VcYMGBAi8xVDe3Z0YYwSAdQVpBk2UHM7EVBovmIEcBKANN0sfNBAIWIkUJqR+cJQdXxKs18fOLhRupScBoBPBHocHkAWxOdKQ/gJZdcggceeECaZ202G7KysqDT6RCNRhEMBlFdXS2Jm16vh9PphMFggE6ng06ng8lkghACpaWl8Hg8iEQiEEIgKysLNpsNVVVV8Hg8MBqNMBgMMJlMMBqNMJlMkjyaTCaEQiH4/X7o9XoYjUaEQiH4fD5pdt60aRNmz56N8vLy1t62doHm5gHcsmULHA5HwnW3243TTz/9mHJ5ZWVl4dFHH8X1119/VPe3F2h5AAFco4uROSBG6Nz1P4MASgBYAAxBrM3W+vN0vLu+fW/EiB8Rxf2qvhyq134AXwAIa38GjwVHlwewCEhPkYikNgq49nXu78MJQIdQADUcfwwZMgRnnnkmAoEAvF4vzjzzTGRkZMBsNsNsNkv/vmg0ikAggGg0CqvVinA4jLq6OkQiEQQCAancETnT6/Ww2WzQ6/VS4SNSaTabEQwGYbPZYLFYpE9gNBpFKBRSkEgAknhSO6PRCKPRiIKCAlx99dWora2V6qPJZILH48EHH3yAysrK1tzado/j4QMYiUTwr3/9Cx6PByNHjjyW6Wloq5imi5G1SsSIWBaA/oiRtVIoVbsixEkb6tsG69sBcaJIP+nlhlLtM7M+UP/7EACjdPH+C9kc3taI4fGDG6kz0bVv/+H2Ao0AamgSJk6ciAcffBBVVVUoLS2Fy+VCbm6uVN0IkUgEXq8XBoMBDocDoVAINTU1ktxRagyDwQCbzQaj0Yj09HREIhGEw2FEo1FpArZarYhEIsjIyIDD4UBNTY0kcaQqEvkTQiASiSAYDCIajUoTsMFgwMknn4z58+cjEonIhLvp6ek4cOAAvv32W40AHiMa8wFUJzluKAJ227ZtGDlyJPx+PxwOB1asWJEQhauhg2ArYoSvFLEo3vz6YwD4HoAHgB2AE3Gljwhdfv3vxYiRPm4yNtf3SefN9f1Y2HXU309j7gbwEWLkj8zHiaK2hhZFCECqVElNJ94LFizA8uXLsXPnTthsNowaNQoPP/ww+vbt2yKz7MjQCKCGpBg4cCB69+4tza6DBw+GXq+H2WyG0+mE1WqVyk8kEoFer4fBYEAkEoHf74fRaITNZkM0GpW+gckSBPPfKejDYDBIski+gF6vF8Fg7N94s9kMq9UKIQR8Pp9UBaPRqLyPTM1EFCloxGw2y99tNhvGjRuH3r17SwXys88+w5EjR074frdnNKYAqvPbzZs3D/fff3/Svvr27YutW7eiuroay5Ytw6xZs7Bu3TqNBHYETGCKXyniKp4ZMSLGAzm61l9z1F8nNY8UPyJ2ZO6tqz9Pap8JQB5i5FFN5Dgx5D6CdD9XE8fpYmM6ECOKRC41ZbAF4EZLEMB169bht7/9Lc444wyEw2H88Y9/xIQJE1BcXAy73d4iM+2o0AighgTodDpceOGFmDlzJhwOB+x2uzTBUtUDIkyk3BmNRtjtdoRCIbjdbhiNRqSlpUGn0yEtLQ2RSET6+UUiEUkWOXHw+Xzw+XzQ6/WIRqPQ6XSwWCwIBALweDySPNpsNmRnZ6Oqqgrl5eVShSQyqdPpYDbH/s0n30AilqQ8hUIh2Gw23HDDDYhEIkhLS0NtbS1uvvlmjQA2E40RwAMHDij8eBrKf2c2m2UQyPDhw/Hll1/iqaeewvPPP9/Cs9ZwwkFkrhAxXz0y/ZoRI1dE1OiYfgfihIwCtnuzvoC4D6A6CISIZSV77QOQjTjhpPNmAAHEVEU3m1sh4iSUm501HBOsiDZI//xN7Oe9995THC9ZsgS5ubnYvHkzxowZcyxT7PDQCKAGCZ1Oh/79+6OwsBAnnXSSVNF45C2lawkGg/B6vdDr9ZKwkfnVYrHINC5EzigiF4glfzYYDFIVJKJA90WjUfj9fpjNZphMJqkyEtkMhUIIBAKIRCJyfqFQSEEEydePoo9NpljGeXUkMK3RarUCAEaOHInMzExJUjZt2oSffvrp+G9+O0ZjJuD09PSjduQWQiAQCBzT/DS0Arrp4upbFuJq3352jkfh8uAPQKn6cZ8+Im38XkAZ+EHtqC2pe476a12RPHVMBeJmYgdi5JGblmnMLMSUQV6udpOmCDYXZjSs//nRPPcRQk1NDYBYAJmGhqERQA0Ser1e1jrl5lxS+Cgal0yvR44cgc1mQ0ZGhvT9AyB9+rxeL4xGIzIyMhCNRqVvYHZ2Nkwmk/QLpJfL5YJOp0N5eTnq6urQpUsXOBwOhX8fqYFk3jUajQgGg/D7/bBarXA4HAgEAnC73VKZMplMcDgciEajqK6uBgA4nU4AkDkDzWYz0tLScMMNNyAYDMqHx80336wRwEbQUkEgf/jDHzBp0iT06NEDdXV1WLp0KdauXZvwH76GdoAixAhSCeJKXDFiEbf5iCl4ROqIjHHVjRI7F0MZwEFK4W7Eo3rJhEwmXfIRpChfCjDhfn1m1e9qn0FKLk2klRRIOk/3kB+ihmbDjoZDQGrRPPcRIPYP4x133IHRo0dj4MCBLTTTjguNAGqQyl9BQQFOOukkSbqAWLQsRdoSoSMiSIpdKBSSSp5er4fVapURwZTLj5tlQ6GQVPO4Xx6pfNynj9Q/Sipts9lk1DEFjQCQaWJoDPJRjEQiMqJYCCHXZrFYpJmZ+w1S/3a7HTqdDqeffjp8Pp9ULLdv3459+/a1zhvVRtFSiaAPHz6MmTNnoqSkBC6XC4MGDcJ7772H888/v6WmquF44yRdXI0D4ooaECdWDiiVNfLtI0LIlTyu/FEQCDf1ciLH24P1wWO8+NhqFTFfNddkUcTcL5HP4SRd/D4A2Kkpgo3BjMZjgJvjPgLE/mH/5ptvZKlGDQ1DI4AaYDKZMHPmTFx44YWw2+0yaAOIS+6k+NntdmRkZMBoNMLlciEUCsHr9UqFjnICkkIHAHV1dTAajVJ1o0heSuWSl5cHm82G8vJyeL1ead4lc28oFJLpYKxWqyShlGKGqo3Y7XbY7XZYrVaYTCZFOhiHwwGdTge73S4JC+Uq5EEsFLhCY/zqV7/C1VdfDbvdDpPJhLvvvhv/+Mc/Wu29aotoKQXwhRdeaKkpaWgtDEE87x7Pt+dGXNkjNY7aBRFT9JKZXSvqf46uP/8J64vIXxbiahxXAIG4nyGpd/nsmjpyuD/ipI+noiFySu3cqnuJ8BYibmbW0CjsaDwNdHPcR2655Rb897//xfr169G9e/eWmGKHh0YAOzH0ej369++Prl27olu3btLnjhQ5epGZlPzoyCwMxFQe+p2SMweDQZnPj5RBHvBBaVxISeT+gzQvOk9qIVeZSK0zGo2wWCwKE7HX65Vj0k9SIon0UV+kDpICKISQPoQU4ELqoclkgk6nw6mnnorzzjtPqo/79u3r9IpgSymAGtoxRuniKh03rarBq3lwX0AHO0fqGxCPBiYVz41YoIZaSVSrdZXsvEPVnqt5BAfro5LdBzbHABIVTepHTfqu0cUJbj6Apdp3QQ0zWqYOiBACt9xyC1asWIG1a9eiV69eLTC7zgGNAHZiWK1WzJkzB+effz7q6urg9Xpht9uRlpYmSZjX64XH44HFYkFGRga8Xq+MvCU/Pr/fD5vNhpycHIRCIVRXV8NsNiMvLw+RSETWBiZyRj/z8vKkukgqIg88CYfD8Hg8UhGkl8lkgsFgkGplbW0tKisr4ff7pdqYlpYmiR8FloTDYVRXV0vCZzKZ0KVLF7kOinLW6/WoqKhAIBCAy+WC1WqVyuRVV12FWbNmydJ1ixYtwtNPP93ab2Wr4ngkgtbQzkCpUsgfj4ObdtWVOLi5WF2qzYyY8ucG8H8AquqvmQEMRWKgRyXr46v6n9mIp29RB3RwwsgjgrfWr2EEO8fXQcEfdM9XiKW0I19HmoNazdSggB2pCUi4Gf389re/xeuvv47//Oc/cDqdKC2NhWm7XC7YbLZjnWaHhkYAOyEMBgNOOeUU5OXlobCwENnZ2dDr9fD5fNKHjnLnkW+dEAJ+v1+SNABSVTMYDIoSbwR1vj/yuSMlkZRDGgtQkgZSDYlsqsegvkwmkzRZcxWRzhGZBSAVP5ozqZukMlJSa1K1yIeRchRSlRIyO/fp00dRF7akpAQ//PDDsb9J7QiaAtiJMU0XM7ECcXMpBWCoofbR48dmJFfS1GZauk5mWK4cklJH/dUhTjSDqnvAznO/Q55bUB09rM4XT/c6WTt+rZKd/5UuFixCRPkb7bthRmoCkso3MBmee+45AMC4ceMU55csWYJrr732KGbWeaARwE4Iu92OuXPn4uyzz0ZBQQHS0tIkMeKBFQCkb115eTkOHToEp9OJrKwseL1e1NTUwGAwwOVywWAwSBWNyJbf75emWCCekiUrKwtCCJSXlyMUCqGoqAhpaWnwer0IhUIwm80wGAyoq6uDz+eTPn1E6ih9DAVmWK1W2O12RdAH5SAkcknEjmrWUl7DkpISBINBOSYRTiBGlCmaOBQKyZ9Uy9LpdGLmzJmYPn26JEGvvPIK7rnnHkksOwN4Kh/1eQ0dHESogojl1/MgppwNYW04aSMSxv3sqB9O0tRRvV2h9MfbipiEdE59W6rgQe25+TWrvn0xYmog5Q5MthYigKQEUqm4IGLVSVA/FyCek3AIlBHG5HNIPwsRr1wCxP0aOznsiOXrToZQM/rRnjNHD40AdiIYjUYUFhYiNzcX+fn5Mt8d+fmFw2FJ4gAofPiEEApVjZRBivYlskWkjBQ2qh7CSaBaMaIgDyJqdC/306OxaDy/36/wV6SxuNpH7WnONC5XKfmayEzMk1Rz/0NaJ+U1pAhmUk11Oh0KCwsxbNgwlJWVYd++fZ3i4aQpgJ0Q43TK3HsU6OGB0kyqjuYFlKZUrrIBSlOtWiGkkm5mxJiD2h8vyO5V+yEm8y/kZmm1whdEvLoIgSt95BOoXg+fD81XvTYzgH46pV+iGZ2uugi9jcmQKj+ghpaFRgA7EZxOJ+bOnYtBgwYhOztbBnNYLBYcOXIENTU1kiDl5+fD4XDA7XbD7XZDCIGsrCwYjUaZ7DktLQ0ej0dGB9tsNkQiEYRCIVkZRK/XIy0tDcFgUPrVUZ1eCrCgWrxdunRR+GxQwmen0ynTsuh0OlRWVuLIkSNIT0+XOQbJd4/IJs/vF41GpR8h5SqkVDVpaWmwWq0IBAKSAIZCIfh8Puk/yGsOUxQ09Uk+kpRseuTIkVi6dClWrlyJu+++W5av68jQfAA7IUoRV8uSJUwms7AZ8dJvnGxRhG0JlMmXKf9fKWsHxKN3s1hbMztWk0zuj+eGUiGknH+ViNcCLkVc0aP+PPVzo4hm8gkkZZKqjxSr1t8bcVWS+uJ7QYogzYP8FzsZiMsnQ8d/arYNaASwE8BkMqFHjx7o2rUrCgsL0bVrV6mYAXFfPiBuziMipDYJk6LG1TaqF0zKGvcJ5GZlak9j0e9kXlVH+/LoYVLf+Bg0d6oIQscE3k8wGJRBJAAUlUMoSITnJqTztA61KZsf0zooVU1WVha6d++OPn36oLKyEiUlJR1aDdMUwE6EK3XxZM2AUnUjJcud5Fids4/uDbHf1T6A6r7BrvNcfPw6b8N/53OpTNJGPba6+Ay/xlVPaquOEOb3qJXMZHOsA5Cri/1e3Tm+N+q4HA0nHhoB7ATIzs7GggULMHDgQDgcDphMJlmOjapopKWlIS0tTfrd+Xw+HD58WEESqZ5uWloawuEwAoEAjEYjcnNzJSGj6FwAMnCirKxMzkOv16Ourk76A1K+QErjAkCSObqfSs7x5NTdunWD3++Xfogmkwl+vx+1tbWwWCxwuVyS2IVCIZSXl8soXxrTYDDA6XRKtRIAqqqqZCUQMu1Go1FUVVXB4/HA5/MhEAjInITp6eno0qULKisrUVZWJs3oAwcOxLPPPot169bhoYcegt/f1MqW7Q+aAtiJwKNueSQtnQPi6p0dcbMp+fX1RmIyZyKCJihNwpSbj5QzUt2AeH3eT+qvjUDcz46TPF4BJKv+/mLEFTozEgkhsRIPYsSO5kkqJo31s/prWxEjcGQSJ3PybijrBveuH7O0fg40t1LEIpwdSO2f2AFhRyJnJmjFH08MNALYCWA0GmWuPwrM4L5vpHjxoAkA8jqBXyfCxn3u1L5yvH4v98cjMscDJdRj0bwp8zspczxJM/fl46C+eZ98jnSs1+sV6iFfA58XKZo8CpmTHr5ndH9aWhp69OiBoqIi9OzZE1VVVThy5EiHJEWaAtgJMEgXI2PqGr5qhY0cuyiYg/vvpWrPEVSdS+YPCNVP7nunhnqchiQndRsz4gyF+w4CiYTRqWqXKqI52fjqPIXjdJ0id2BDCmDHXnnbgUYAOwHIzErpTMiHT22+5WZgh8OBjIwMme9OXYHD6/WirKxM9mGxWGQNYKrVa7fbFbn9KKkzjVdTU4NwOCz7tlqt0jdPp9PBZrNBCCFzFKqVJp1Op6gVbDabkZ2dLWsYRyIRGeFcUFCAYDCII0eOQKfTITs7GzqdDkeOHJG5DPV6vfQVrKiogF6vh8vlkv6FVFPYarXK3IWhUAh+v19GEttsNjidTjmH4cOH48knn8SXX36JhQsXwuPxtNbH4LhBUwA7Abjatx/KSh/0l5zn/yPTLkXi5iOuipHfHbVPlluPjkmdI387TjC5ORhIzDNI/dHvNOchiPsCZiGuutF95DtI1UMK2TGf2xf156kCCPfpCyBWD5nXPM5n/XHfxULElVFe37iDww7AmuKaRkxODLR97iTgNXa5Usf/SPOauNzPjytcaqj99UjVo3vUuQFJBeTjky8erwxCtX95e05QSbkjMy/PF0jBIzwRNCl46nlw3z+as16vl6bccDgs8yByRYvXKaZ+k6WpSU9PR58+fVBVVYWuXbuiqqoKVVVVHYocaQpgJ4Dax45HvqoVNjV5IWLGS7+p2yW7h6tpZBNMFv1LoaTJzLjq+QJxQqgOvOC+fY0pi0DM7BtS3ae+JxWRUyuKyUrITdPFSOWGjvk9akgB7DhPx7YNjQB2AgghpF8fqW/kX+fxeKQpl6Jic3JyEA6HcfjwYalqeb1eVFdXy/x3TqdTkiUiXXV1dTCZTMjOzpal2gKBAGpqagDES8URcSKFMCcnB1arVZpsKysr4fF4pHpHvoekVvJSbRRgEolEYLPZZK1fCmAhXz+z2SwjlGkMnraGfqfI5fLycvh8PgSDQRgMBvj9fvniJDktLQ0OhwNer1eSSF46z2azwWw2Y9SoUXj00UfxzTff4PHHH0dtbW3rfBiOAzQFsBOAomiBuBpXya7x4A5S7cjJi6ts5JdHARnFiEf/kspGvn9ATG2kPIB0P6mN6gTPvH4vKX/FrE+6rxBK8sfrCBPciEcyU1ueJ5CboMm/kBRN3h/tRbIUOHy/9ie53hQS2o5hB5CqTkeqEnEaWhYaAezAIAUqKytLVt8g8gLE895RRCwQS/xMwSHBYFCqcpx0kdpmsVikesdJAEXQqsdTK4HJcvfROJTnj3LyUXs6JuJH6pP6ResjAkdroHFCoZDCJ5HmxI9pPupcgNQ/vy+ZQsqrqTgcDvTu3RterxcFBQUwmUwdRgnUFMBOgIZMkslICvnPcXOm2h+PE6NkUcW8L7UqZ1a91AQL7Liufi5qn0Q6die5BymO+VgWKBVA9XzVpJL311CeE/Ue9KuPDv6xY32fGlIAO08a/daFRgA7MLp06YLf/e536N27N0477TS4XC5JVMhcS+SPSAxXuSjYgQIqzGYzAoEASkpKYLFYZOQsBZFkZmYiGo2itrZWqnB6vR7Z2dkAAJ/PJwmUTqeTKqLH40FdXR3sdrtU+ex2uyRtFMlrNBphNpvh8/lkWbaMjAwZkBIMBvHTTz/JZM3kh0epWWhMUit5IEtaWhoAoKamRhI+i8UilVKj0Yj09HRJSika2O/3QwiBQCAgCTOpjdxXktTIvn374sUXX8SOHTtwzz33yAjp9gxNAewEqERMTSMFrz+UKhWVOCMfOp4kOlh/L5CYyy+LvXg08YeIEaz+rB35AnLSRn53pPiZVb/3hjLy2MzuoQhdUvEonyEpfhSBTOri52w/uM8jrZUikocgHt1LPpC0BgcSfShp/dwHkNZbycboYLADSEtxrTml4DQcPTQC2IFhsVjQr18/9O3bF+np6YqKHAQy1RIx5IEa3EcOiJk0SVXjgSN0nef1i0QiCAQCkjABkCSIq3lUbi0YDCrMwLw2sLqmMF3nap3JZJIpbXj0MLUnJZPG5kElvMoJzZGO6ToRU/pJKWto/WpfSl5LmEiiXq+Hw+FAjx49YLFYkJubi0AgINPitFdoCmAHxkm6ONEhnzciSsl85Xi+PyJP5PuXTPJxqM7TT0qLgiTX1CbVADuXzB9RHYGs9gkMQKlU8jXQHClVDdhaaAzqh0hlKnUvleTFx0rlU+lALAfjxwB+6hjfq4YUwHCK8xpaFhoB7MAgnz5SsnjCZyJmDodDESBis9kUEcFU85dqABPJotq8fr8fVVVVAKBI70Lqm06nQyAQkH6HpAhS7V0A0oRMfnterxeBQDwTVHp6OtLT0+HxeFBeXg6n04nc3FyprhExo4AMq9WKzMxMRbLnQCAgCSeRr1AohJKSEumPSPWQSU0khZAUQZPJBK/Xq9gfk8mEtLQ0GbHs9/tRWlqqIKE2mw0mkwnp6emyJnFhYSGeeOIJfPfdd/jzn/+MkpKSE/OhOA7QagF3YJB/HyleXH0jokMq3X7E1TVOohz1bfZDmf+O+/qRQpdMHQNi6hrPHUhfFwtiKVi4XyH5AJIKRwQUiPvqUTsH4v6FpL7R9a2I+yc6EM/7RyokPaK+r59HAEAm4sqfGXF/Q3qZ2XnKB6iuj0zR0uQ7ySOvOxDs9a9k0ErBnRhoBLADQq/Xw2azweFwKCJr+R9qIiJEiki14xU8gJgC5/P54HA4ZFk1ng+QSqJRX3QPmUDpmNryyF4CHRPR4socKWfkw+j3++F0OmGz2eDz+eD3+2E2m+V6yPxLCZ+5ksnnTdfV1UvIdMzz+tF6+L5wBZLGpvnRnKh+MaXJoXJ20WgUdrsdw4cPl8SzPUMzAXdgqH3tgES/OU62AoiTGQf7yU2i1C83/VayfgOIRfby8SoQS8zsZufIz1Adhcv9CpP5+CVbI1Rz48cEnug5WQLsvPr50HVqT+RPHcACKMk0DwChPguRqFj208XMzO08TyAvk6yhdaARwA6I7t27Y+7cuSgsLERGRgb8fj+ys7NhNBplfjyqiet0OmUUbzgcljVw09PT4XA4ZE6/cDgMj8cDj8eD2tpapKenw+l0KkiQw+FAOByG2+2WxEev18NqjWV7IrMpzYFIXU1NDfx+vySHmZmZss4wmYZJUSM/QQ7yGaTawvSTJ322Wq2IRCI4fPiwJKJ0zWAwoLq6WhJFAuUyTJbShvIAUkUV2pdoNAqr1SprJZPJmRJjA1CQXJ4Mu71CMwF3YKhJGxD3qyNVitqQvxqRnf6IV9sg8kP1eHcjnv+O900l1biiZwYwAPGoYerbASUp4yA1Ul1doxIxZS8LcUWPE1lSO7nPHtjYfJ1q+YqCXijPH6mPFVCqkvnsOu0L+QDuQ5zUugF8xPp0IJ5wmlcYaadoyATcUMyRhpaDRgA7IBwOB0aNGoVu3brJYAde91adE5BXBAmHw5KocbWOTLSUY4+bk3lNYALdx8+TIqgmPRRoQb53ZrMZdrtdqna8SglX9CiYhNfsBZBAEGktZJamtDI0Fpmp6V7qh0gsKai0Vr1eD5/PJxVLWpvX64XJZJKKJJFLyiOorlNMe08JsAOBQLskTZoC2AExQRcncly94mobV+h4WpVkOfe4SZibclOB+xgCcTK2jx2rCRrvj0grTwoNxNU4ImLkt6deE5C4Rk6GaQ5mxH0D+d6kSubM26jPg/VF+1SKmFlZTZQb2rt2goYUwPb3FGyf0AhgBwSRJsqZR4pfKBSSpIoCOiia1Wg0wul0wmq1yj/oFRUVAICMjAzo9XrpD0e/V1RUwGAwIDMzE5FIRKqHXCmjYBDyrQMgTclut1umZrFarZJU1tXVyX7IP5D8CK1WK9xuNyorK2Ut32g0isOHD8sax6FQCNXV1XIdFN0MAF27dkU4HJZqndrUy+doMBhkmhzqKz09XZpyLRYLotGojOR1Op3Sx1Bdho5INyfUwWAQ2dnZ+OMf/4i9e/fiueeew6FDh07Mh6QFoSmAHRCliJsq6xD31yPiBcTVMFLpuCJHCtYXiOfe4xGv/dl1Ag/KKGW/WxAjQGYAZ9afpzkQKSPCRYQumZmV+/2RCslJ6Rds7pQ+xsn6oVyFlLMvgHgACerb10EZ9UsklZuuua+kuf74PcR9JYlAErEmv0RaN59DO4amALY+tGjrDgTybSPTK4+kpehWtWpHUapECkmNikaj8Hq9Mh0K+a7R/bzcmtVqhclkknkC1aCx1RG9VEaNxuaRyJQyhsblhDAcDqOmpgahUAg2WyyVqNfrldG2oVAItbW1ikhfSgDtcDjgdDoVuQp51C6VzAMglT9KlxMMBhU+fRQ04vF4ZMUQs9ksFUC+1+Q/yFUxSl59zjnnYNy4ccjKypKKZHsC7XGyl4Z2Ck7qyLRJJd2IICWLwOXtgMTgBSJGvet/7kOcxBEBDCFO1qqgDOLgZJJIplp95CbrZH51vBIIEUIiW6WIkzMPYoROrULS/Vz5c9Qfh9iYPC0O7RsQV/Zoz4iMUsoYnhqnEMqoa55GZ5AO6Na+nhUcpAAme6UKDtHQstAUwA6Ek08+GXPmzEH37t2h0+lQUVEhU7bY7XaZQ49UPCBujq2rq0Ntba2s1kGRsDxhMxAnM1arFTk5OdLMyaNtSZ3LysqSVUiAeIJoIkcUpUuRxxSIYrFY4HA4JGEkldJutyMtLQ1msxlpaWnyRfWHyVxrNpuRnp4uzbJEtGi9VOuYiCJXLW02m6IGMBG3iooKuN1uBAIB6QtJ+QjJnB4MBuX9ZEo3m81y38gXkogsRS77fD4UFBTg3nvvxf79+/Hss89i7969J/Kjc0zQFMAOCJ53jtfsJYJE5KWIteMRrNTHkPrzn9T305v1BQDZUJpfaSx1sAUngZTLj5ueyY+O/A65aZebZdVKIY805pG4pABmQ5mDkEcTqwkhRUmriSnPQagOCqH2mYjnS+QmYnUKHLD7goiR1HYKTQFsfXQIBXD9+vW46KKLUFBQAJ1Oh5UrV6Zse8MNN0Cn0+HJJ59UnA8EArjllluQk5MDu92OqVOn4uDBg8d34i2M7Oxs/PznP8eECROg0+mkAgZAqlbq6hWkNvn9fng8HgQCARnBS6od9UF+dqSCORwOmbvPaDTCZrNJVYxy3lH0MPn18WANIo40NyJbZrNZBleQ6Zibl4nkkdpJxI8HpBCRJfWO+z0CkASMFD7yJyQVz2q1Ii0tDXa7XSqG3EeSkkDTHpGaSWZyCqghn0OKsCYSTGZvShHjcrlw/vnnY/LkycjJyVHkZmzraM8KoPbsUCFXBwzXKQMreLQuqVf7VdccqmuUKoVI0W4kKnVAIkEjhY+/qA8KpqBgid1IVPbofiBOtDhhJaJohpJQktpG6iIpn5ycVqjuUat15FfIlT6aA1c4g6pzZsSJcAWbM7Vxs3NkPuY+gLm6WI7AdoZU6p/abVPD8UOHUAA9Hg8GDx6MX/7yl7j00ktTtlu5ciU+//xzFBQUJFy77bbb8L///Q9Lly5FdnY25s6diylTpmDz5s0yYrStg5crA+LpYIxGI9xut4y0Jd81XhqNm0mJqPBkz2QeJnWLUseEQiG43W6pMgohYLVaodPpUFdXJ3MNkpLHAydoDL/fLwkDnSNTLwCpEOr1egQCAdmOfBh5/kLKd0h+e6T8ud1umM1mqSxWV1fLtkDM54+bhAHI4BBar8PhQFpamozyJd/HaDQKv98Pn88Hq9UKu92OQCAgFU4ii9XV1XJ/ac+ppB6NZbVacdddd+HgwYN47rnn8N133x3vj80xoz0rgNqzQ4UhUJpbudoGxE2bnOSQzxuvrgHEa9zSPWTqBJQqGRFItW+bmV3rzc4HESNnQNwMS+R0P5R+iWR+5cokH5unYeFkkqtwtAYak/L/kcKoTtPSm90bhLLyCSmOXKXkBJpIJyfcpEby6GhSSgtZu/YGvmfJrmk47ugQBHDSpEmYNGlSg21++ukn3HzzzXj//fcxefJkxbWamhq88MILeOWVV3DeeecBAF599VX06NEDH3zwASZOnHjc5t5SUFeuoHOktFGpMipnRgSJkjfzih68Pi8RQB6oQT6GlCjZ4/EoUq+QaZMSRjudTgghUFNTI/0QyYxMARrc746blAHIKFoyE9PvpA5Go1Gp5pHaxv31uD8jECMmbrdb1gPmY3LyTONRPWFSOHlFEFL79Ho9QqGQVA+pPB4ASUh5ehxSE0lxpFQ7JpMJU6ZMQW1tLVasWNEuCGB7jgLWnh0qFEJphuRBEVy1g+o4S3UOiBElIlkmxE3IQJzwkA8hjVHJ+uBBJUR46H511CxXJ6mNCYnRvmpioQ4Q4ddpjErVsRtxP0UgptqR7x8QVxHV4PJWPuIKJg/6oHH4WHWIV0bJYvcTkaV9HVevAq5t+/94AYjNPZUNsj0S2naIDkEAG0M0GsXMmTPxu9/9DgMGDEi4vnnzZoRCIUyYMEGeKygowMCBA7Fhw4aUD/FAIKCoWFFbW9vyk28CevfujVmzZuGkk06S9X7T0tIUQRkOh0NW7vD5fAp1Tx01TClZiNzwdCV0ngIuDAYDMjIyAEASKkrhQiTzyJEj0kdOr9cjPT1dkbZFnSKFfPNIoTOZTLDZbFKZpGTLRM4oSISbHkm148EY4XAY5eXlMBgMSE9PBxCvXuLxeCCEQEZGhiR5ROK4f6LP50NdXZ0M9CBTORBTKkOhEEpLY3+BuAnXZDIhNzdXrpUrrj6fTwbwUIQ1N9+3dbRnBbAxdPRnRwI4SSNlj/vNcUWLE6RKdg+RKQ+UBI2nOCHSyKN1qR0RPk40SRlUEx+1yZXO90ac+G1FjKTxOdsRN7tuhZJ0ERnj6mCgfj2Uy1Dt+0fzpDGIcFL+P94ntaE9yGJ9cJ9H2gdH/dg8OTYpnJzAtjfVjJPmZNc0HHd0CgL48MMPw2g04tZbb016vbS0FGazGZmZmYrzeXl58o95MixYsADz589v0bkeDQoKCjBr1izk5ORIdY+rSkQujEYjKisrEQqFkJaWpqhgwattcDJFBMdms0nyR2QuHA4jLS0NGRkZClNwWlqa/OMfDAZRXV0tgzsogMNsNivS0vDKH0TsyJ+O/PwsFotU9MhsTG1IGVRXPCFQIua6ujqYTCZ06dJFqn4UVRwOh2WyaQCS4BJJBGImQ7fbLedC+0M+g16vVwbTUD9AzMSckZEhU/IQMacUN3q9Xr4n4XC4XeUEbM8KYGPo6M8OiVH11SUAZUJnQBlxy48JPD9eFuIm0mQmPqoUQm3VxAdQEkCu7AHxdDBEqLj5mSuK+YgFhHyEuOmX+gZi6V3IDLuv/pjGVJt1aWwyZdOYPC8iVPfQfVw95Momnw8pe24o18xL5vFgEHV0s3rc9gI3Utd80xTAE4IOTwA3b96Mp556Clu2bGm2Uz2pY6lwzz334I477pDHtbW16NGjx1HP9VhABIdy96WlpSEajaKqqgqhUAg1NTWSaJG5MhqNysAQTsJIQaRKFkBMlausrJSEjSpdGAwGGQxBaiEpfeQzSGSPyFpNTY0kOuQzyANMyJRMqpvNZpPneC5CAtX+pTrFREgoUIVS3QCQwRi0D7Rmrr6pS8hRLsNAICBL7FGAB91PPn+kiJLSp64Ewk3DpKxSnkUiskT+fvGLX2D06NFYtmwZdu/ejbaM9kJWm4PO8uwAECMhWxFX+JKFaPIcdDz3XhBKEtQVMXWNjkktcyNWw5ebetVmZSKEpICpzdB03s1efJ6nIK6scRJBwSRUmYNH2WZDScKI8NGxAzH1rQhKgkZzJVMu7Rs39dZBGcFMa8xCnHzyNYL1AcTM8agf38nGp/PcRM7JanuApgC2Ojo8Afz4449RVlaGwsJ4PaBIJIK5c+fiySefxN69e5Gfn49gMIiqqirFf/JlZWUYNWpUyr4pF1xrg0hGJBJBVVUVDAYDsrNjT2AigHV1dZKUUVsqW0aEhAdocH83o9GIsrIyVFZWSv83k8kkU62QOZabNikqmAggkTcqFUdBJAASInmJfBFJ5fWKuWpIJmyr1Yrs7Gz4fD5UV1dLf0ZSG8mHj0y1vBQb/ZEmAkj9076QikXELD09Henp6SgrK4PbHX+qUzUTuh4IBFBbWyvrEtP+ApDRzUQA09PTFWl7yF9x6tSp8Pl82LRpU5smgB1VAewMzw4JB+JJmSmIQU0CiQB+gXiyZR5VS0SQ+7SRGpePGGkpgVIhdKv64LWBuW8hNzcTAaxDPA2KHTGC1B9AD8TrBvNI5v6IB3Rw9Y6bualvPjaRryH1x7uhJL1EACm3oXrv1CodEFctDyNGLLl5l8amwBW1SdzNztP8uZI6SBf7+WMb/6esIZVPUwBPCDo8AZw5c6Z0ziZMnDgRM2fOxC9/+UsAwLBhw2AymbB69WpMnz4dAFBSUoLt27fjkUceOeFzbioKCwtx/vnnY8CAAZLYZWRkKOrOOhwO2Gw2hXmVghZ4qTY6Jni9XlkHWK/Xw+v1SjMxETuPx4NQKCRz8JGfIVcUuapIBI+iXknNI39CIl3cZ4/M2TzFC4HIIf3Ogz/UUcKkZlLCaVIfuZkWgCS9gUAAXq9XBtEQoeX+ieoybrRHFO1M66XxqqurZTANrZdM0BQUQyZuHiF81VVXYcSIEVixYgV27tx5vD9WzUZH9QHsyM+OBJQinn2XR6sSSPkj/7pCxCNuKUKViA8FW3DTMZGqovrfK6AkWepAC/pZjORRrsTJiVRx8vYDkpM7TsDUZIyTVp7/z4F4tC+gJHZg52gNQXYfEI8cVq+NlEWKbv6h/l51VG9/JJLHLAAjVOfVfpC8/nFbhaYAtjo6BAF0u90KhWTPnj3YunUrsrKyUFhYKNUwgslkQn5+Pvr27QsAcLlcuP766zF37lxkZ2cjKysLd955J0477bSEPwBtCYWFhbjuuuvQpUsXacrNzMxURPQSwSGCVFlZiUAgIEkYV9y4qub1euHz+aRaxmvn2u12hMNheDweBINB1NXVwel0Ijc3FwAkOeLKEJEvXn+XSr5RahcylXJfREpdw/P0kWpHRJZXC6GydtQHkTLyr+Om8UgkApfLpSC+lF+wpqYGXq8X6enp0t/PZDJJokdjkw+kx+OR+0xBHXxfyQxPe0BEkPtpEjHkJN1ms2HGjBkIBoPYuXNnmySA7VkB7KzPjgSUIk7i1MnYiNgQARyBODHiuf3yEDP/0vk8xIgUJ4DcDMtNtWofQCJCRADJDMuvq6ORud9dIZQmWU7aeHtOFGkuRD4ooEVNSvlPTmCIDBcmaQvEU7zQfTQm7S2lh6F8f0QQ3QC+Vc21d/19W1n/1G8A7YMAupG66G87TnDdntAhCOCmTZswfvx4eUy+NbNmzcJLL73UpD6eeOIJGI1GTJ8+HT6fD+eeey5eeumlNpnHq2fPnhg7dix69+4tc/pRAAZPrqyubUsqFhEhHlELxP0GqcKFEAI2m01G/5LJlgie3W6XRMtsNitKsfHIWdpDnjOPCA8FhpCpWa/Xw+12S1JkMpng8/ng8Xhke56YmsgkmZeJ/NIcaWwigrQGIrukcpKKVV1dLRVPKkkXDoflHIkIEjkmUy9XVXk6GQDSV5D6IEJLtZBJHXU6nXJd5GfJq7C0VbRnBbCzPTsScJJOmcyZ4Ebcz4zAU72QyqQ29RLpohq2nERyvz2eZBmsH4rWJQWMiGCQnVerd9ycSxHJ3FeP7uO5/5KZnYlsFrJzpAg62T5wH0E1gaQ50Fh1iBPKEGIkVm1y5sEcpKrSOSLd5P8HNlcOnh7HWX/fFF2s7ao2+j3UFMBWR4cggOPGjWvWH5tkZbasViuefvppPP300y04s+ODPn36YM6cOZIMRaNR1NbWypx7ZDrk+e8cDgcMBoMkSi6XC0ajEYcOHYLH40F6ejpsNhtqampkShQykXbp0gV1dXWoqakBEEthkZaWJsupEdkkcyv52qkVRlL6iIxRTkJu3tXr9XIOWVlZsNvtqK2tRV1dHTIyMmSaG+qb/OsoCIOngqFcfdFoFHV1dQDiyacdDgd0Oh3cbrcid2J1dbX0ZSQYDAappPKAFPJ3DAQCikTZFGRCVUN8Pp+cKxHAcDiMuro6qdRS9RKaMwBFNZS2jPasAHa2Z0cCePUKImNElrZCSfTIN5DISmH9OSIsFB1L/muAMiWKuvwaJ000Zilif/xLoTSREjkjYkSiLc2N+8DxqF2e7JmTQE488wAcqB+D6hRzk6oHcVMuqYykshGR4/uzFTFfRw8SA2SAeNAJN5Hz+dELiCuBpCoSYdxaf53mSmlyzOw4AGWpvrYGN4BUjwjviZxI50WHIICdDUSWSH3j+fQikYgi4hSArHxByiBVBiETK6V3oXt5GTIiM7wvAArTLffzMxqNsFqtCkJIiiApXBTlSsobqX10jvqhudH91JZIHM2Fl3vjJAyAPE/n7Ha7wvxK66M52Ww2hcmb1Dhu2qV50J5RihubzSbVR3qfaB/JnEv9UWUR8oGk0n0UoEP7xBNejxgxAmazGZ9//nmbqhXcnhXATouTdHGyQD5unIypo3OTRZjyChactBC54ZVBzFAGSKjvpTFMiJEtIjxE+tSJkgFlMAmNU8euuVkbdbAErZPXFOZrJUJGRJaTTnVwB6mFdN6BGMnrqmq/D7GEznw8XjGEK5t8H2gs7qdIxJhUWXWSa27SbqvQFMBWh0YA2yGIIFGAApl6eXJhIhH0e1VVFYCY36DVasXevXsVUaxErEip4kEi9AeeVC8y69KYRBwpoMTpdEpljMyoRqMReXl5MBgMqKqqkiZTIjfqtBkmkwlerxfBYFBB+Ciil4gSmZopEIVS01gsFgQCAVRUVMjScVRzl/qjdfMUNqS6UUAKEbDDhw+jtrZW7gGv+Ut753A4ZJ5AGo/WSOSTzNBGoxGZmZkIh8NyP/j7AUCOQZg4cSLOPfdczJ8/v00RwPasAHZ6EEkihYuTLhPifndBAN8jbsZUK2LcxDsCMaJFNYEpCpgHZfCUK9xUS+XO+tcfU4StOviC+98RUeNkIsTOETkjhZL87CiSVk1s1WZj6uMrKP0keaQyN+kSqSNTMlgfVYiRVDUhDap+ov7aiPr5fcTWzU3rnLDTeslHMgtKH8G2BjeASIprvhM5kc4LjQC2I/Ts2RNnnnkmhg4dCofDIQkgr79LxI2IA0W1AlAkcCYSSaCSZDzBM/mgUX47u90On88n1TIq+UakyOfzKXzxSHHkY1FOvXA4DKfTKYkcqXRcCaR7ucJJah0RT/IrpPEoQpn2hcrQEQkjBY7WQC/aOyJ0pKKSgki5EW02m4yqpvGBmFpHJl2z2SwTPpPvH99HmpvH45G5GInwcjWV3lMC1RYeM2YMsrOz8fnnn2PXrl0n5LPXEDQFsB2CyIcbMWUKiCuAvI2anPF6tGofOA5S7dRKHlfWiLQQeJ9c0TIjkeBx0ysQI1U8Alcd9EFqI9h9lAi6AspoXa7oUdsglKQXUFYl4cEifJ78d7V5mXz++P99nEhmsft5qh0OTvrs9T9NrJ98xNLCmAFsamPfxxCAVG6ymgJ4QqARwHaEM844Aw899BDsdrtUk+hF9WXVtXCJENntdhkFTNd4xQ673Q6bzSZTu/A8f3RMQSLV1dUAYuSS/OVIweL+d1lZWTCbzZLIkemUomizsrJgsVgUZlru32exWGC1WpMGeFCaFFLUqPRbenq6bEdBLxR4woNjqBoHqXwUaEHnSeWsq6tDMBhERkYGMjIykJaWJk3cRMi4udtqtcJut8Pj8aCmpgZms1mavn0+H8xmM1wuFwKBAKqrq6HT6ZCXlydJKTe3O51OqSICkMm8Z86cCYvFgt///vdtggC2lAK4YMECLF++HDt37oTNZsOoUaPw8MMPy4hbDS0IM2IqGyUj5koWRdySiW4r4n5zpC5xksWJI/dTo+ASdR1eIoJUXs2OeJJlIqVb2VhAvNoIJ2VEYokwehBPUZPMhM3NqLTe3UjMqcfXw+fO++L79UV9OzI3FyGRcAJxn0laC/dXTLYusGvcx5GTUj43J2vP/SyBRILeFuAGEE5xzX8iJ9J5oRHAdgRers3n88mcfJxc8cACAAr/Oa6EkZmXyAYpVlSpgptnvV4v7Ha7VKqolBvdSwofVd0gXzYag1TCQCAgiZ7RaJSmXwqMoGTK1C+PDuZEkwgakUtSI8lXD4jXF6ZoXSJRpPypj7maSgSWFFFaI/f546Zy2i9SFykIRh3EQaSR/C8J5ANI/aiDYnhgC60tFelqDbQUAVy3bh1++9vf4owzzkA4HMYf//hHTJgwAcXFxQn5GjUcJYbr4lUriCQ5oSR0+6Eka5yYcUWQ2vDIWv7i7blyxckOr24B1jaAuB8fECelvD0npZzscFVRnQNQrUSifm1ERtXrIyJL86b+uUmayJja35DmyP0deXk9Avf9oz3gxJD/5Pucai18f3iAzq/qo4L/2UaUQA9SE8BAivMaWhQaAWxHIFJA5dQoEpfIic/nQ2lpqQxmAOIpSIhUOBwOWCwWGYELxAhFRUUFPB6PIkAiEolIJYvSlNhsNmRnZyuqiZC5MjMzU6aQIaIIxCJrifgIIWTOQkrB0qVLF5jNZhw5ckSqamTOTUtLk6SvurpaodCZzWapcBKR5KQjEAigpKQERqMR2dnZCiWQAjbKy8sRiUSQl5cnySTVPiaFlPaJ/BFJMaSxeR5CCqzR6XRIT0+X57l6WVtbK+cohEBNTU1CrkIizmQyJ5WU1sWPWxstZQJ+7733FMdLlixBbm4uNm/ejDFjxhzTHDXUYz/iZllODjhp+xgxXzUgRlR+hrhaRiSGXvwPdVcoU8qQesZNpA7VT3UwBveVA+KEL5/9BGKqGyeHvdkc9yM5QeNmWloHKaGliEUBU+k2HqhBZlvqp7i+D7ViSOukc5TShfaD1Mb+iEdP8xefszp4hkq90dp48AgnlkOgfK/oZ2/WT1tBEKlrAacKDtHQotAIYDtAz549MXjwYAwbNkwqb0QW6urqFAogmXrVqhGRLlLSSE2koAkyvfLIWvKFo5JVRCYBKIgNkRvKmUcVLXiqFFL21Eok5dyjiFdeCSMQiP114QmqifRQNDNV6aDfae3BYBDBYFCum/qnufOScrwPApEvUha5r2MgEFCYn9UR1zxSmpuXKWCH+yyqq5NEo1FJ3slXkuoj0zx4DeO2ANqXZOePBZR2KCsrq5GWGpoMHgWbzGcNUOa8syBRyeN+aQTuf0emSa6kEVEkgsTvI3Cl0ZHkOqAM2KDyaWozLymc6vM8KASq62RuJmJM17k6qTbXutm9ZLal/tXVUMDa0BjqtC98//jecRWQq5F8b+xI9FGk82p/yLYCD1L7+rWleXZgaASwHeC8887Dww8/LJMQU8UPt9uNAwcOAIBU7rp06YJIJIKffvpJki6j0QiXywWDwYDDhw/LgAWDwYDu3bvLYAy9Xi/NsJRGhUyhlLiYiA+Zh3nwBJVOy8zMlAoW5cHjufWIxFHOQppTXl4eXC4Xampq4Pf7pfmVytmRPyKpczabTZInmi8pcNXV1TAajcjKykIoFEJlZeypTuoaVe7gFU6IZHGlkJJdBwIBWfXE7/fLOXFfPx60EQqF4PV6pdpKUducNBMJT09PRyQSwaFDhxCJRKSqW1NTg2AwiNzcXOnLSO8DmbbbAhpTALniCTStDq4QAnfccQdGjx6NgQMHttxkOzv6I57OhPzzSBkj0tEbShPwbiQSNeqLm4aJ7BRDqcIFEftjT9Ud8hH30+Nki6J/SRFLRoKKEVct1Qmsqb9Sdi3Izu+HMr1KIeLkiyJu9wP4BMq8fmD307rNiJvK+yNexSOIWMRuKWJqHI/yJR/A/VAqoxWIK4UUoVyCGDmiKG0ip7zCByflp7C95nvaVdW2LfkCNkTyNAJ4QqARwHYAyq1HSh0ARdoSakM+aeTDRn5lvBIHB4+uJRLFfeGoDBupVNxkzFPOUN/cfAtABm+Q7yDdS8SUTNpEMHn+QQAKlYtSzFBkMimepJIRWaQxuIpGkbZcqeLRwjRf2lMam1LZkOpH66P5kg8jkXIKHKG1ch9AHlGsVkJpfFI5ad+JIFLkMM2d9q1///4477zz8P3332Pfvn1oLTTmA9ijRw/F+Xnz5uH+++9vsM+bb74Z33zzDT755JMWm2enxhRd3JSpzvfHVStAqfDxP8Sk4lGggtp0q/YB5H3xAAeucnGTKZmNOVHhZls+J55Who/HFTIeOexGnPxxosTnoFb8uLmYCC4dg7XhPo48IpeOuVLI7yNQZDXfH6iOeXUTAp+TWvGkcdXVSdoSsSKfy2TQooBPCDQC2A7AI05NJhOCwaBUsHJychTBIeoawE6nU9bdJcKmNnkS+aKgC71ej6qqKrjdbtk2IyMDTqcTwWBQBnP4fD5JbNQkIBKJoLa2FjqdDhkZGYpgjkOHDsnceVarFRkZGQiFQjJlDZFOMkNTRDCtiZOpQCCAQCCgUMTS09NRWFgIr9eL/fv3w2g0SmW0oqICBoMBGRkZUvGjlCx+v18RsELEj5e1czgcSE9Ph9frRV1dnVTwgsEg/H6/LJ1H7wHNEYAslccrpfBE0VQhpLy8HACQkZEhfTYpjQyZpQ0GA6699lr84he/wF/+8hc8//zzx+Oj1yQ0pgAeOHAA6enp8nxj6t8tt9yC//73v1i/fj26d+/espPtrCDiROlPeJAAESVS7eyIJTImwkh5/kjBG4C4nxkpVUEAoxFXw4C40kWmT1LduG9gaf25/vXH5F9HxIebfMlfLxmJJfI2pL4tqZBUio3In4PdRxU9QkgkrAHECRclyu5ff/wF4oqeGXE/O77XZA7mSiYnqVnsOhFgyt3nRswMzxXRrWyuJsSridB+qEl3cf19pNJ+Ub8XbU0BTGXE0AjgCYFGANsBKJkyER/yn+OJkbnyBkDhz8aPqa4v90WjnHq8IgcREl67llQ2IqFEZHhgBJEfdVQrEE+6TMSAlDtqy/Pqcd87QFnqjfwSad60DlIw+fxIPSN/O6oUwiOSeX5EIlukphJBU0dGc/9Bi8Ui56nOKwjEopnJZ5LuAyCVWe4TSAoitSEzOhFTrpCq97e10JgCmJ6eriCAqSCEwC233IIVK1Zg7dq16NWrV4vPtdOCR8ZyQmJGPNkzgdedBZRmUHUwhQXxP9ZEqjjpUfvp8d+T9a0O3FBH4Kp9+NQEkF+nPtRkQq00ZkNp0iWCpiaFat9ADm5CV/sI0jmuRvKf6vXxdXI1Vt0fjcEDVNQv7vtI/Y7Sxdq3do1gD1IzkFTRwRpaFBoBbAfw+XwoKyuTf+idTicKCgrg8XhQVlYmc+4RYQNiRI+TNipDRqlajhw5Is2npOZ5vV5FSpOMjAw5B4rCJQUsFAohGAzKPHdWqxUul0u25aXfiPxQ/j8iPLW1tTAajbDb7TCbzaiurkYgEIDdbofT6ZTks66uDhUVFTLfn9PpREZGBjwej6zOodPpYLfbkZ+fj2AwiLKyMgCQQS60pvz8fIRCIRw+fFiqkKTEGQwGmbtQba4lVZLqEpNJ3GazweFwIBqNysTOpNZSNRDac4/HoyCBRDYpFQ35cWZlZcFoNOLIkSPS349qJxPZpPfM7/fD72/dpFktFQX829/+Fq+//jr+85//wOl0orQ0Jv+4XC5p0tdwlNiNuL9eCWK+YSPqr5EgS2lWSPkjEsEVw1LE8gaSn10hYhVCgvU/yU8OiPugcYWKExieHuVDxIjYENW8eSk0Ugjr2HUid6OhVCtJcdyNuJk6AGVuQmr3s/p5f1R/TH1xguUG8Hn9XvVnY5GqykkXETJSQHsjXhmFfAmpHe05oCRsPMI6C7H3ilRaOkdKH+0TqZF1iJec+6q+f1JCiUSqq5+0BoJIXQtYI4AnBBoBbMPIzc1FQUGB9KHiueH8fr9Mt0KKFpE/blrk4L5+lDKFq1yk2HBfQ16GjYgLb8d9D0kR5L6GXDHjPn0U9crJA/3Oy8txvz0eBUyEjuZK5mSj0aggb7wCCR+HFFTqz2g0Kvz6eLQ07RERcK7+Ud+kLvK9o75pz3ilFjpPY/FchjQGzYneT15FRR3l3ZpoqTyAzz33HABg3LhxivNLlizBtddee7TT0wAogwOIcHCljs5zkkZ+Zzx1C+XMCyBups1G3LcO7Ke6IgfNI9mLyAn3dVOnO+Ft1aqlG0ryxMdW+83xXHxcqeN+gMkUPlqjum+1HxtXSdV70FB+O7Xix+ehjmBW+yVyX0MAyKz/aYFSBeVqYWvDg9SVQNpGhqsOD40AtmFMmDABN910E6xWK6xWK9LS0pCdnQ2Px4MDBw7AbDajS5cuCAaDqKyslFGr3OzJc9hRwmPKBxiJRCRpIiJC0a0UDWy1WuF0OmUELgBZsoySQ9tsNoRCIRw5cgRAnDTS+cOHDyMajSp8AcmczaODiSD5/X5FVQyK0FWnXDEYDLDZbLBYLDK6l0gZmcq5jyIRaJ1OB5fLJX0Cw+Gw3KcjR45IUzj5L1LpNxqX9tVqtUpfR7PZjLy8PBk4wsfltYLJnxCIm36DwSD0ej1ycnKk4hmJRKQKSuuorKyUkdY85U1ro6UUwLYS1dxhQardEMTVNFLGKBABiKlI3N9sKJQq1FbEAwyozi8naDzQA1D6/AHK4BEifKb6Mb+ob8P93HgQQ6D+GimL5MdHyl8J4jkEqX8iXRbEawDnQ+nT56jfF07skpmjSbmkNjxpM0Um87Qu+ayNG0oiBsT9J+lF5JXmQmv/iM0F7HdScT9BXBl11q/Ngdh7XMLmS8ooJ/6thSBalAAuWrQIjz76KEpKSjBgwAA8+eSTOOecc45lhh0eGgFsw3A4HCgoKJCqEJkMeR44IlCkPPEqEcmqU3BFiat2nEhwnzm6h0fHcsWKJyzm5dwASIJC8yDySWSUJ1HmapkaNFeu+HHSyHMYcqJKcwegUPL4iwgj74PWxiOE6TxFRPO9IF9DrrDSmvi+0FzMZrOcG3/vuD8j33feD1diaS5t3QdQQyvipPo6sAEo/cCIpHBFSq3gAUplT92OoFbz1O24PxoQV8f4fHhf6vvUfYdU9/BjC2LqF1+L2qcRiAde0D6kilxW/+RtiBiqo3P5WHw9XNEElAEoatUxWWAHEI9mpjZqJY+quvBoYnWfvL/WhAdAqkdXMx8db775Jm677TYsWrQIZ599Np5//nlMmjQJxcXFKCwsbLyDTgqNALZh2Gw2dOnSRZIfCggAIP3wDh8+DLPZjIyMDEn0wuGwzL1GqhuRIp6OJRKJoKqqCtFoVKp6ZNYlMhOJRGQFD0rhwn3/AoEAKioqAMTNslRBg6Jfc3NzFeeJzDgcDuj1ekVeO67iEWEjIkZ5/4xGo1TZaE5erxd+vx91dXWK1CoApJ8hkcBoNF67l/wUSa0jX7PMzExYrVb4/X6FqZqU2EAgIEu6UTCLz+eDzWaD3W6XPn+8ZBxF8FKFEIoKpv2uqqpCJBKRVVqo6gnNgdZCY6alpcFisUhC2VpoKQVQw3FAPuIKlR0xNekTKEkOkQUiCKQqkTpHKVeKESdxRJ5KEfNL4wEQbihJiBvK8nJZiFfCUPuikcpG86HrRNQodQj5wnEiwyuCEOEkf0bu00c593ieQE6Kaf79kRh8AcSjgilfYjFrU8nuo0hc8gF0qPpSK4VqAhhUteFklVTIL1j7rojXaebkz4J4oAvNcTdaH0G0GAH861//iuuvvx6/+tWvAABPPvkk3n//fTz33HNYsGDBMU2zI0MjgG0cpKDR79w3jadz4Sld1FUi+O9cOeO55UhJUqtJRNZ4NQ4e6Up9cqJGY1IwhM1mkwEdRDLV86S+6V61+kj3cVWTVDUai6uIyVQ+At3L+6A1ctJJa1P7NPJ9AZQ+k9z0y/eH1kpj8XXzfrmfIFcYI5GIVIDpfrVvYmtBUwDbAXjmHY/qGvc348EaqdQifr5SdY4TF7B2pvqXWvHKRFzBUytkaoUwlRJJJmRAWYaN5uFQtVXn81OTP36ej6OOAm7Iz5CIHtUz5oEi6r7VUbzq9VMbHlGtDlLh/ThU96oJfltQ/4DY5zBVKbhm/O8YDAaxefNm3H333YrzEyZMwIYNG456ep0BGgFsw/D5fCgvL5fRpKS+kTnVZrMhPz9fJg8G4smHKU0K/RGm3Gs+nw9ALJKY1DSe546XbqNyaoFAQFbfACBJEwUkkG8dXacAFZ4nj1QuADL/HvnbZWdnw+FwyFyFnAgCcZ9Cu92OtLS0BLIVCASkbxxFAdfW1krySXPiJlPyx6MAFSKlFIjh9/vh8Xik0kg5CumYfCQdDoeMAqY9qa6uhslkQkZGBgKBgKwUQr6VVFGF9ovyJdI+UdANJbomopmZmSnHikajUjkldbC1oCmAbRj0x56IEUWABhD7A0w+gUCc4PC8gEHEI0xJDSQCtbW+rxFQVqgoRlyhCyBWpWISlMSQ/NH61/dBfnj9EfdPJN9ErnjZ619dVefJp5D7ze1GPP8f+SoSIdpdPwaPwqVI2WD9GOT3R3P6vP46ESoizuR3SP2Tukbm9X31LwKNQZVBeLJnrohSzkZaTzKzLq/jrA4acbP7uT9mEInR1q2BIBolgE2pIsTruXPk5eXJTAIakqN1pQMNDUKt4nH1iPzheH46df4+np9PHYGqjsql/HPc/48rSzQ2j8jl/nXcl4+rccmuc39CrrxRv3yuXMnj5mG1TxzPH8irZ1Afav869XUeVasmLty3j+bN8xzyvngkMSXWVkdl09zJX5FUPlqjei7q3II8PyP3uWwtcL/ThvZRQyshmY8ZkhwnU+6AxFx75iTt+Xn6nXzc+DketZpsnqnUKTrvhLJWMe87lWJJ/o/qhMwUHRtkvxNC7B56hdjvyfwX1bAkmSugVPK4Gkn9qlVAHlijfh/V50iV5X0l809sXa+RGKJWIGJL/orG8sn26NEDLpdLvhoy56qfg+q8qRoSoSmAbRg2mw1ZWVnSPMrLmlFkbnl5uSRnlJLFZDLB5XJJQkjBIkDMd1Cv16OsrAx+v1+SJYfDAavVKnPbUe45m80mFTGejDotLU3m2CO1inLvETFS+6jV1tYqyra5XC6pHnLi4HK5YLVaFQmSefBFXV0dqqqqFNUzyC+RCFdGRoaCGHKiRGSOB35UVVXJeRmNRuTm5sLpdKK2thaBQABpaWmwWq3wer1yHyknH9VOJkUVgFQ+zWazLBFHKijVNa6qqlKQeap/TKofBY8AMdJJCqnFYpHvDdVEbk1oCmAbBvmp8YTApKxRcMQXiBMHivoltY/7x5F/GeWzq1T1TZG4pJrRveTLF1S1J5CJuA4xVZGIEeUJpLmZEY+O3YqY8rYP8dq+NF8e7czVtUrWpzougBM6nv4GiPtMJjPzAvEKIwTyQyRiRvtFx+R/SNgP4Nv630OIV0ahCiDkb0jKKIHvEc3pEyhL6VH7fNY2H20EZjQsAfqbVEWIsieo1b6ysrIEVVCDEpoC2IZBKhP3fVPn7eM+Yjylirp2LxEKMifzMmo85Qq151UpeP1drkoRgSLSpfZj4xG7/MX9Cvl6iAzSmmkNfA94ahdaN/drpH54xDCd43vI94XmRPvHzdrUVp0PkNLA8HyG3H9QrbzSeEBcfSRQO9pfWhfP2aiOPFarkK2JZOpfW8lR2OmRTP2zIFE1IkLDI2q5P5laGSTS5kByYseJCb9H7QdHapWl/kVqnVpRVK+HQKqcehwiWslyEVI/XFVT5wBUm1Mrk9yTSsVU+wiq+1P3QcEt3DdTnaOQ1kY+halA7wFFeKuDXAhtwg/QDmW0EH/Fyn5SFSF6JSOAZrMZw4YNw+rVqxXnV69ejVGjRh3fJbRzaApgGwb545HPH/3RDwQCKCkpkZUjQqGQ9HGLRqMwmUzIzMxENBpFRUWFLHNmNBqRnp6uIBVEPGiMuro6+P1+pKWlKWoDm81mmfeO5sQji4loke8bVQ7x+/0oLS2ViqDJZJJKViAQgMFgQHZ2NqxWKywWSwLJBOI+gHQPVcUAIE2mAOT8gHiZNSJmpHTSA4Tq/tbW1iIUCskxKC8iz1VI/pAUycsJp9/vR1VVlayVTAodALmXFA3Mo4D1ej1cLpciIpn2kBQ9nsuRB4tQ1RaqE9zaREtTANswKGIVUKpeFJlLOee4j9tuKH0Dv0XcX5D85+oAFCFeVaMYiYEHFCFMueeImFAU8H7EFK5MxKuNcGLiBlBR/3sR4v51pIj1rz+uRKwKCRDzNyQ/Ra6+kerHAyQ4+SutnwuBB0yQT+BQ1f1Eqoho8Sojal8+igB2s7aliKmYFNmcyfaU5sArfrgR8zXkvoHUH723ZF4m30aaM+0T9dsmVEAzWioM+I477sDMmTMxfPhwjBw5Ev/v//0/7N+/HzfeeOMxz7IjQyOAbRg8OpX7/kWjUQQCAalCqXPvqX39uLLF1Td1DjzensbihIznnuNVR6gfUuy48kjqmtpXMRqN1zGm/kk5o9Jo6nx4NDedTpeQ+oTmR+qdWnXj6hyZxInc0T3UL82f9iOZXxufE/dHBOLkkwJFqH/uK0i/03tJe8lBbUmBJSJPY9fW1iIajZWga01oUcBtGNyHjCtQQKIfmkV1H4H7w9E1Hs2rVpfUY6vVJq6O8XPJ7qNk1DwtDAWQqKNhU6la3CSq7l/th0fESa0aUqJsInLUXk161fuhVjFpXCLD/KtrUfWhNjnzflKB3kPKB0ikdD/iRHVTW/nHzI6WygR9xRVXoKKiAg888ABKSkowcOBAvPvuuygqKjrmWXZkaASwDYMiSIn42O12ZGVlSV8xAHC73bIKBQCpVAEx0pOdnS1zyVGuOSJLFDFMKprX60VaWprMjSeEgMfjgcfjkSTH6XQiKyv2LyoP0KDAj3A4jJ9++kleJ9WNp6pJS0uD0WiEx+ORVUy4qZlMvkR0KEcgETar1Sp9E0mJ9Pl88Pl8qK6ulr6T5DfHy8URISsvL5fEDICMonY4HHLO3OxMJIfUVlIbzWYzXC4XQqEQ9u/fL4kdRfsSaeSmZVJrg8GgrOmr1+tlPWdSJ+k9o/mUl5fD4/EgOzsbGRkZePbZZ/Gf//wH+/fzAqwnHpoC2IahDizg5I9H0AIxRQ1IVJ2SKV5AXHUjssHJWDHiZlPyZUtmPjUjRvLUPoFEzoZAqViRArcVMRWyK1tHHeIEiSKYKTcgqY292XExlHkDaS0j6ufzFZREl0fhclI9AHEVjuf6IyVSnWaHTMqF9eujuZAySuos1Q2mNZBySH6OZihrAHMVshDJTeDqKOJWhRktWQrkpptuwk033XRMM+ps0AhgGwb38QuFQjIRMhEJHlVLZkceYQtAqnWkelEgB5E/rsyFw2EZtMH9CokcAZAKoDoyldcB9nq9CoLJVS8yyXLVkvvQUY7DZNGwtFYifvTidYOpPjInbdwPkfaS1DTy4+P7ps7Rp35PuNpHJloioRREQ2NRP3y9NDdeMo77DVIb2hci34FAQKbxMZvN2LdvHz777LOW+rgdNTQFsI0jmf8d90njyZ2JGJK5sgKJsCBGjMh0yX0KuXrFiaPar49A5spU4KSRjt2IkT0an66R+sVVNm5GVef6U0f08uhcIF5SLhlp4sqemlzzuSfLsWhGjETT3CoRE8P43vD58XkF2XWo2vM5pMpR2JiCeEJhR2oK0rqprToLNALYhmE2m+FwOGQtXB5wQCZQIky1tbWy3mwwGMShQ4cAAFlZWVJ1Ip89Up+4Dx8nWz6fTxJBIlk2m00Sm7KyMpmjzmQyIS0tDcFgUNawJT88v98vSR832dJcKO8djUPEi0iaz+dDKBRCZmYm0tPTJRniJmgAkshSRZRwOIyKigoYjUbk5OTI+yhHXzQaq/hB5lW6ThVUPB6PVCG5vySNyckfJ49EpMmHMi8vT5q6aSxqRzkWKUJYr9ejpqZGEbxCfp9UIYT2s62kfyFoBLANgytS/CcQV+v2I3mAAilY+6AMquBqXTIzLI9yJRKmNs9SuyGqPlDfzxeIEZ98do6TlzMRJ3lBxHP4kWIWVF0nP8RSxHwdgbgZmdZ/DuJ1d4mgEeoQU9kcUFbtIAJKqmQQMb8+iual/kuhjHEoQtxHMks1Nt+P3vXjkOmbCDnlQaR9Vbf7gu0xqZdU07nNwI7U7D+U4ryGloRGANswiGTxtC/cLAhAEicyCZN6RulKXC4XAGVFD66ucV82UtDIZw+Iq1ekbFHJtWAwCL/fL1OSEGnjyiARQe4nR3OJRqOS2FKpNPJVJPWMSBIASYa4fx7Nj0Dl5og48vtoTG7qJbM0962kKh7c75FH8yYjXdzUyclhWlqaYs9tNpvCr1Pt+0jmaZvNpqjSwsk7VwjbiolVMwG3Yaytfw8G6ZSKHFeUuFLGQW0sqmO1XxtBrfQ1pjbxMdWKmlo9VM87i52rVLXlBJeOKRF0JeKBFE52HxFeMq8mW18lkoOPS359nPDyKGLql0zBRADzES+tR4muASWZDdb3bYfy/aN2fD48EtiCeMLpNqUANiT/to1/bjs6NALYhvH+++/jxx9/xNSpU3HjjTfC7/fL+rOBQABms1lGwxJ5OHDggMwVqNfrpckwGo1KJY8HXpAPH533+XxSzSPfP1LDeFoSIkJpaWnS34584bxerySrOp0OFosFOp0O5eXlUrGknIO8GgkRHZ7ehRTJ6upqSSh8Ph8CgQCcTicyMjLg9XpRXl4u8xKGw2H589ChQzIvIjdf0xjBYBA6nQ5Op1NGO1NENF0nc3E0GpXR0SaTSVYgcbvdcr5UK5hyLRLxJZJEkdtCCDlfuz2W8qCmpgZCCOmHSBHcRASppJ7b7ZZKZVuApgC2A/CawEQcyE+OSMQ+xGrGct9AXhqN18/leQCJWBDJAOKEiCJw6T6KMC5EnPAAielkgBg34CZUDvWcSIHkfm8UNMKVT1IdOSnjamUQcX+7Stae70cxu87XT0SuVHWd5snJNo9A5j59o6HMXUjqJKmO/aF87wClLyCPtOa+jZSjMVWgTKtAbffmaFMT7bDQCGAbxt69e7F371707t1bEhYiSJS6RJ0frq6uDkBM4SJVjZsoiXRxv7poNCr7oohUUgK5SZKULJ7s2GQySfO0xWKR8yMzM4+89Xq9kkSp+6U18EohBFIDeVAImWmdTieCwSC8Xq9CRSSFzev1wmKxIDMzEwCkzyAnJ7QvlOqGyCMnofQiAgwoK3pw5Y/2gdK78BJ7dC+RTSqhF41GUVtbCyGEJNw0Bs/5ZzabJfnjvpmtCU0BbAdQB16oAzromgWJUa7cz45IC6Aka0DcPJqsqgWNWae6Xx38UQGl9S+ZmqgOauFz4mZWIoVqkzUPpKBzfA/IB5KCStTKIJEsInp5iKmJZDLn5naeAJqTUBrXBCXZzFe1p3Z8XWS2DyKu8HGVlIJjiBDSfn3T1r6PTZGJNRxPdIhE0OvXr8dFF12EgoIC6HQ6rFy5Ul4LhUK46667cNppp8Fut6OgoADXXHON9JEjBAIB3HLLLcjJyYHdbsfUqVNx8ODBE7yS5HC73Th48CCqq6tlgmS73S5TwBAp40mOvV4vvF6vVJ3sdrtUmnhuO6/XC4/HgyNHjqCkpERW1CDljaKAicxZLBakp6fD6XRKn8DS0lJZmcNkMsHpdErfRVIhSYkE4qSG1sLz7VGUr8vlQlZWFrKzs+VYRPAsFguysrIghMBPP/2Euro6qShyfz+dTof8/HxkZWVJ0kz7FQgEEAwGYbFYZI3euro6HD58GIcOHcLhw4dRXl4u8/UFg0GUl5dL8kXk2OFwoEuXLorawtXV1QiHw3C5XNIMTMSWiCApgKQW8oCY0tJSlJSUyJyKFPVLUcxvvvkm/vCHP7SJABCgfZeC6+jPDgkiA6WIKX1EOLoiph4VgnLvpjb1bkXMR43SqnDTJfXJgxfyEYuoJQKVhXiVka2Iq1uc3BCRGoJ4DjtOGIsRV+Do+AvEchXuRtzfbrfqWD23IOICFCd+ROIciJPhL+rny9U1TtQoCIbmSAonvYL1+1OCGMEtRVzxGwBlTj56n/j+VNbP4ZP6/d+KuE8j6uf0Sf3LgVguRFJCe9fvJfkItik0nghaw/FFhyCAHo8HgwcPxjPPPJNwzev1YsuWLbj33nuxZcsWLF++HN999x2mTp2qaHfbbbdhxYoVWLp0KT755BO43W5MmTJFUdO2tRAMBlFbWytNqrzkGy9vxqtQEJkiMy8pXDyqlEhRIBCAx+ORQRw8Vx614QmWKUCEyJvb7ZZz49fVcyGVjAgD90fkufQoITOVOrNYLDCZTLItqWZCCNTV1SEYDCpUM1oj+eHZbDaFDyT5J1JACUVWc5MuEV9S9ChdSyAQUKzFaDTCZrNJFZT8DMkMz9VWtb8lr9dMiEaj0sRLhJv2gUrmbdu2DatWrcKBAwdO5McwJfja1K+2jo7+7FCASFMV4kEOPLgDUJI/tUCzv/5F7ehvNfWpjjYmRZArXkSciJSpiaaZ3ccTOnOTcgnipI3MpFVIJHmViBEu9by42gl2zE3HfN1E2Ig4mpO0TabYcTMsVfoIIabQcfMzN3/TfGh/+DHtP5nVHarrpaxP/t7y96BNIdmHrakOpBpaAh3CBDxp0iRMmjQp6TWXy5VQIubpp5/GiBEjsH//fhQWFqKmpgYvvPACXnnlFZx33nkAgFdffRU9evTABx98gIkTJx73NTQEq9WK7Oxs6PV6meaEFDFSlKqrq6HT6ZCTk4NIJCIjR9URuUS6SJHiyhjloKNjqlRBL6rlS8QSgCRkvE+qZxsIBKQ/Hgf51B05ckRWxuC+eZwg8SoeRPRInQRiPogAFATSYDAgIyMDAGQOQdoH8kd0OOJe0+TrF4lE4HK5YDQaUVNTg0AgIH0hdTqdJGGkRPr9frlf5CtptVqlGsiTQNM+0V6EQiEcOXJEqogU9Uv+h0IIqVKSGd/pdMq9aktozz6AHf3ZoUB/9nsyEyglIiZyQ356ZGrsjzjpqGTtuGmykr3IJ7AySXtu/nQjRuqAGEHixI/I3H42Fx6UQm3JHKtW5wpZWz5H7jdIpJaifHkOPXVQCf/Znx3TfvJAFcoxqFb4ODmjiiBkqqWx8ll77kNJ6iu9D0OhBBFBTkZpn9oc7ACsKa51CGrS5tEpd7mmpgY6nU6ShM2bNyMUCmHChAmyTUFBAQYOHIgNGza0+kOcVCjKHUeEiNKOhEIheDwemM1mdOnSReELyKN7KfKWn6c/3mQaJUWQTMykAhLpolx05MPGc/pRn8lqE3PQmG63WxKgZLWGecUMelHOvVAoJBUydQQyNy3zQAlOJikQw+PxSKImhIDNZoPVaoXH45EklhJg8zqUlN6FSr0RcSMTeTAYlDkXuTLLK7ZQkmpSAnndY9pvMo8TAeSqb1tBZ/IBbG/PDonl9e/FtPrPDilnQDwQkypg8KAG1P8eQDzRMREMroJxXzZ1gAgQ9zXk7cl3LQDgMLvuZu2IAJYi7u/GSZSaKKp9AB31Y/EaxzQvqpCxu75vSt1CxI4I4H52DNYPN8EGEUuM7WHrI+WN5wMkcOLM+yBySn3zudJc+L7z392Il3zj+Q3DbfV72JDS1/b/eewI6HQE0O/34+6778ZVV10lI2hLS0thNptloAAhLy8PpaWlyboBAEkQCLW1tcdlzhs3bsRdd92FoUOHYsqUKQBipsdwOCyjgol8EJHiJIFUP07WiKA5nU5FYASRIVIZfT6fIj2L1WqVtX4pNQkAWVeXyJfJZILD4ZBKmcFgkGNRqTeKPCbF0Gg0wm63y8ohRCQ5IbTb7XJOVqsVdrsddXV10l+P6gtTehciVOSvSFU2aJ/4/pE6F41GZW3fiooKeL1eSaDT09PlmORjSX5+pCKSyR2AQv3kOQfJpEwmZK6iHjlyBKFQCBkZGTCZTKiurkZdXR2WLFmCHTt24Msvvzwun7OjRXtWAJuD9vjsSIri+p9cKQPihKFYdU6djJnMoZwkknpIRIX6IkUrG8oKIXSN+98RAoj5vBHB4UEVRVASqmRmX7B1EQEjZSxZhO0INmdOyPazfs2IE0OuNqr5C/kWcvOyWgGl9ajVTVILybdRbRLn9xHUZJ2rpzTXNgs7AFuKa6kqhGhoSXQqAhgKhXDllVciGo1i0aJFjbZXEyk1FixYgPnz57fkFJNi586d2LlzJzweDy644AIAUJRvAyAVJFKPeJk2/uJqXTgcRkZGBiwWi/RtI7JF+fko+IP89Ox2OzIyMqS/nDqBNPkakjmUSqdRqhWuXLpcLuj1elRUVCAQCMBms0nyR8SQp4VxOBxIS0uTUcaUH5FX1CBzLPeJpGTV4XAYHo9Hro8U1XA4rDCtRqNR2O126PV66d9IpI3IJJ23WCxy/yhSmfaZ1Fae/oXGpLlyf05SYIkQE8H1+Xyoq6vDhx9+iPfff/+4f96ai86gALbXZ0cCSAnM1cUITTKSxVOz0HUCRepWQWleVatyagJI5tfd9ce8vjAnMMSJixEPYuDtuG8dnxO9yOcvmR/fbsRVzErEAjNOYeugvmje+xFPMM3HS+YLqAYn0G7EEzhnsWOaMw8uobmVIqYiZiORpFNNX7UCCMQJLs+T2GbRkALYxvxnOyg6DQEMhUKYPn069uzZg48++kj+Bw8A+fn5CAaDqKqqUvwnX1ZWhlGjRqXs85577sEdd9whj2tra9GjR4/jswAAX3/9NRYuXIghQ4bgyiuvlCZNteO9Xq+XiaOJDFGeu5qaGkky6I8UqW1kZiQCw4NIyOTpdrulSZnUNj4HQElOSU3U6/Woq6uTyiIRVt6Xy+WCzWaDx+NBVVWVJHHkB0fKZTAYlEpieXm5rFxC4wAxB35KDB2JRGT1EjJfU57EzMxMSQjpPFcCLRYL7Ha7/GMeCoVQWVkp1T96D+hek8kEtzv2V49M2lQSDoA0S3MFldRFIrJkhqZgFEr+3VbR0RXAjvDsSAA3MXIzq1l1jYPInJOdU/uaqQkjBTsUIh6RS7n11OliuK9aNuuX/+T90vicR2RDWamD2gYRN3VzhbIUMbWRzK48AKOy/p7eqv4oopbOUf+0L9mIq46k7oGNYWbHnFiSOuhAXG2kuW5lbbjpmH7uZtc5MWyTvn8EO4C0FNc6RHxqm0enIID0AP/++++xZs0aZGdnK64PGzYMJpMJq1evxvTp0wEAJSUl2L59Ox555JGU/ZL6c6Kwe/du7N69G2VlZbjwwgtlPj2eP49ICeWWI/WNUsCUlZXJ6FYiOtxETBGtlBCaCCCZLqnKBpFLUvsAKManvH9k6qVEz5FIBJmZmVId45HGpBpWVFSgurpa1j7mZesoqIIUQiKk3H+OiB6RPAqSIVO20WiUah4RYyJYRObIJE6Elcgo+fwRaeNR2RQcQqosr/1LxJSrjuR7Sb+73W6F+lhZWSnJblsmgB1ZAewoz44EUPoWIhhkPjUjXp6Ncs0RYeHBEE4oyVlDfnm8Cgcd92ZjktpGSiDdC/Y7J2A8WAJQzoObh81QBlioawWHECd6PGULj/glXz4+vroUHPVP+0Ljf4t41RGeNofG51HC5L9I68hnfXN/TRqbK39BxMvP8VyES9v6968hBTCc4ryGlkSHIIButxu7d++Wx3v27MHWrVuRlZWFgoICXHbZZdiyZQvefvttRCIR6ZuTlZUFs9kMl8uF66+/HnPnzkV2djaysrJw55134rTTTpORfW0NXG2jIAIg5qROdWN5WTYKmqCoWyJ3brcbgUBApkshlc3r9aKurk6SKjKPklnVarVKIkU598iXsKamRhIZAPJer9cr8+RxcyuRKSJARBodDgcsFguqq6ulHyGZUUmdoxQvoVBIzlOn08n5qSOKyRxLRIzUOnVwBZFj8usj0zSZxB0Oh1wDEWJS+rjpmUCBOTqdDpmZmTKvIE+uTWolJZCmSO/ly5djx44d2LVr1/H5MB0j2rMC2BmfHQCUih+RBl4RA1AqefyY++5xEFnh13mKFVK2eCAJV/+oPfflI8WMCJGaKAJK/zzyC+TXeDQzneNEkfsFEjEjEEmkddP9nLuUQklIafyuiCdkprVxdZH3wedCY/G9IfMwqbO0fzQuuWOTiTsVr2pTsCN1vr+2FejWUdEhCOCmTZswfvx4eUymlVmzZuH+++/Hf//7XwDAkCFDFPetWbMG48aNAwA88cQTMBqNmD59Onw+H84991y89NJLCSlM2hrIBGm32xEMBmUAARFAUtqIAObk5MBsNsv8eRQlS/53RGS8Xi9qamrgdDpht9ulMkZKmMVigcPhkEmkKfCCB4NQkAeZmD0eD8LhMGpra6WKxyOUyWRM/RMpJWLIq2yEQiFYLBbpZ0imXcqrx5VIANL3kPtARqNRmS6H1FQifGSmpvsp0TR9Hux2O9LT0+F2u1FXV6eoTkI+fZzkArEgAqvViry8PPj9fkVpPCKA4XBYmulzc3Oh0+mwatUqrFq16oR+rpqD9qwAdtpnB9UIPkmnDDRwI25uJDJBxInMiaRGAUoyxEvHqckWKVz9oSR43BwLdu9+xLgBEUDyndtdf30IEs2yWVAGmdAaOAFUq208cIXn5uMgYki+kTTfTMRURR7xzDM09YZS8aM+ShHzAeSEj/tbcn9MHiRDPpE8mIaTdXv9eP9o+9+7GBpSAEMpzmtoSXQIAjhu3LgG/9g05Q+R1WrF008/jaeffrolp3Zc8MMPP+Dvf/87+vTpg8mTJ0Ov10tFz+l0StMskSAeBEKqEkUBk5mV1Du/349gMAi9Xg+HwwGHwwG73a74I8/LrFFlDm7u5Eoa9QkATqdTmqW5YkbVMIh0EVkjAmU2m2VaGiJlNH+qw0u5C8m0q56zzRaLNiP1j5elA+Jl6CiIhf54c1MtmbuJ0JKiSWodmd3JTE05G6lcHVVEqaiokKoimawBSDNxRkYG3G43li1bhh9//BE//vjj8fswtQDaswLY2Z4dCSBTL1f7uArFlS21qscjZzlRpHspDQqNQX/v1dG6/CcpXv2RqJA5ECefZD4lHztS1oiE0thEaLnZlEcqk2LJrxNhzUIs4IJHAXPzNBFFHujC9wVQKnVkCqf1klrJwdPBcFJO6+Z9kyLISTh/v9o8qBKIhtZChyCAnQ3fffcdvvvuO5x77rk499xzZbSuwWCAy+WCEELmDSQ/NSIbFKBBptesrCyZh4/Ims/nk/5xRAB5xREgZjoj8yn5MvFgB57vrra2FiaTCd26dYNer8ehQ4cU/oXZ2dkK8sfNtbQWIUTScm88QILMqRQ9S5HJ5KdHPymQIxKJoEuXLjAYDFIJpH3iOQ1JlSRlj5ROIsBk7s7IyIDX60Vtba0MVqF0ONSW0n9whZT6ID/CzMxMRKNRvP7661i3bt0J+1wdLdqzAtjpYUY8AbI6iIOULbW5lxNAIjZEmnjbfMRI027Eo3qpHU/Jog4cIbOtmmy5EVfYiADuhpIgUS3hwvrxt9a3yWevLChN1Wqyys3CRNIocMXM7uNpXcDWQKSPyGgl4nkUeZwPJ8JQnVf7Tn7LxuKm4RFQEs/d6s7aMhpSANuFDbvdQyOA7Rj79u3DkiVLcPLJJ2Py5MmwWq2oq6uT5A6AwgxJ5lauatE1UrKMRiPS09Nl2hOv1yvz1XE/OVKzSJ3jlTjoJw+sMBgM0k/P4XBI0y1VvAiFQnC5XLIaCal6pKbpdDpFZQxe5YSILZFHg8EgI23JxE3KHZE4UiPVJfN4Ch0ik7QOCt7gZmV14AsASTRpPDpHqWcASLWS/DIpGASImYrJDNweQNHOyc5raOP4pv496qZTVgbhEaQ87Qk3TxJJ4hUweiNG9rgSlQVlVKs6YISbZUlV283mwElWNpQElBO6ILvO/e0oPQytRZ2omvvVOdj9PNEzJ1lqH8n9rA0nj9Q2wO71IK5U0jnentRGU5J1czM79bkfSmLYYRRA7dlxIqARwHaM3bt34+GHH8Y555yD8847D2azGdXV1fKPMSdEFCVcW1sr/dyIwBDRCwaDyMnJkb5tPp8PtbW1qKurQ1pamjTV6nQ6+Hw+eL1eSZJ4ahlO7MjszEu5Uf4/SrBcXl6OYDAo6/56PB7pUxcKhZCZmQmn0wmv1wuv16uIWibyR+qg2WxGKBRCbW2trJBCvoNUpcNoNCI7OxvhcBjl5eUJBBCIk1aeWkZd9k0dRc2JIU+IDSiruRBppHrFpPzV1dUhFArB6/WioqICwWAyT/u2B00B7ACwQKkekeJFZlf+UeSKF/nd7QfwM8QIILWnF0X9cuIDKNOolCCu/FUinghaHYHL89sRSSMVk6tpnOgRYa2CUnQy1d8/pH7OW6FU/PpDOTY3z/J+yB/PjlgUMKlyaqWT7qX0MP+fvTMPk6Oq9/dbS+/T07NvyWRBEJAgICgiKmELIpvIj0VEQcENQSKoiBvBBQQ37pVNrgoXREGuBLiCkSgERPDKquwQyJ5MJpnM2jO9VNX5/VFzaqprunt6ss2S8z7PPElXnTp1qnqm+tPfVY73xzhKASgFn7zXMkNZ3tv88M/LvrX578+UQFkAJxolAKc48kM2KPT8XUGkG9Nf4FlaAaXbV1rX5PEwYsmS2bbBuDp5Hv84KQ5lHJ5skSZj+uR+f4ZydXV1wVxyXdI1La9FWtSKlWiRAkzGBvr7AvvjE6UAk91EYCSTOlgHUN4DmVQiy9XI+yS7l/gTZGR2sezMIsWjvxuJvw2fLC0jxezQ0BBLly7lrbfeYtOmTTvt92hbmMoxgIphZIydRAqhYEKHHCu3+ePf/Pv9Llx/fJ9/ri2+41spnnAiM5Xldn/soLSe+dfsj4WTVrkqCsWVbEMn51gdGOvPCvYjx8vr97fEk9ftt5KGGUkU8a8vWA7Gb72T80m3ut8yiO9ffz1BKSx7ptoXrnIWQPXs2BkoATgNkMJFJicAnpDxtx0DaGho8LJ9ZT/aoaEhLzFDWrjkvDKZpKqqipqaGm9MOBwuyPKVblBd1+np6cEwDOrr672YOYmsyZfP54nH44RCIRoaGgqKSUsB2NDQQCqV8uoAylhDaYmT7mR/sWUpAKU10l+KRc7tOA79/f1ebJ/MwDVNk6qqKkzT9O6HRLqeZS9kudbq6mqi0WhBiz1ppfRnHsu5pZCEkcQT6aZOpVJks1l+9atf8eyzz04ZAaUsgNOAFgpFmz/jNtgyzp/8EEyg8NfN81vLqhhtPZP17fzWNr/FawC3v64/EiIoRqVLOSjCVjNS36+FQiumv22dzKj1iy5/313/Oep8/8p4O7/r2i8AZRJHK4XlY/xubpkN7K+H2E+hy1yeX7raO3B10/spTKiZUrF/EmUBnGiUAJwGdHR0cNddd9Ha2sqee+5JPB73rF4y7kwKIqAgE9effSuzhzVN83r4Ap7Ak69lhqs/wcJfYqW6utpzgwKeK1OKs6A10u8+hRGh5i+oLK1w/hp7MllDCjNpbZTWNsATwdls1rsPck5pUfRbGf3nkdnVcr3+jiFSlEqRJ++3nEveI3n/pNDzx2dKYSyTXNLptOcGniriD5QFcFrwx+G/v+O1woLExZDxc/j+lcekKawxCKXLw/g//4vFrklXqD/uTvbZ9bdN8ydT+AXZ7kXWK4We/xz+BBg5hz8DWoo6eU1y3uA98FsfgxY9uV26bOVaJFJIzx7+V4pSKRaDWkmOl9dfqpzepEaaOIuhnh07AyUApwGvvfYaF198Me9617v45S9/6VnFAM/tKBMrgALLX1NTk1e+RBZglgJnYGDAi/2T2bwyw3ZwcJCenh5PnMlkENM0aW5u9gSUtD7KpA75r4wNjMVio5JSpCt3y5Yt9PT0kEwmvTX6W69JcZfL5RgcHPTi/KSwlOvKZrN0dnZ61jl//GAymSxw4cpzy/VnMhkymYwnOOU19vf3Mzg4WFC2RiZ0SEtfJpPxEmuy2SxbtmzxhLWcKxwOU1NTgxCCtWvXenUcpxJKAE4jHmck9k+KjqDQkT1yI74xflflalwBIxM0ZDKG34rmj8ODwlp7CdwevTIGMMdIT17ZZk3WKHyeETHkF0i7+/a/xIgw3R3XuiZj8fwC0G+lHMCNS4SRtnTB2oT+e4JvjtUUurd3Hz7mn7iWOvnaL2K3DF/r/sNjHh5+/R7fvFIr5X1zy5jKVqYcA5Ru+DalclmmMEoATgNk4sXGjRtZsmQJs2fP5uCDD/aEoN+t6m9fJrtqyHIl0lLlj58TQnhWMP9cuVzOsy76k05kNqssNyMFmnQdSwuYFG/Seic7dEgRJpHnkmIuHA57LmB/2Rgp4mRCh5xPln+RItYvrhzHIZ1Oex1GZKayvEfymqQb3J+0IWMP/XUU/fUP5fsiz+k4DtFo1HM7S8urPGd/fz+PP/44K1asoK+vbyf81mw/lAt4GiHjyOZrhVYzaW3yv/aXQfFn98oYNxj5JE8wIt6kZcsv2Kp8c0j8MYOzA+v0d9OoChwjBaGcbzawitGWOf8xfgHpj0WMMCJC5bX4xaw/9tEvHv2i1O9O9sc2Bu+FdEnL9WR944L3w9/t5Omp+XdWrMKQf59ix6ME4DRi1apVfOtb32LevHncfvvt1NXVebF+0vomBYi0qOVyOTKZDPX19USjUfr6+rwiyTLhQiY9+OPVIpEIiUTCy1qVrk/AE2xSDMr+wdINK3+yWbeWgbQQShEnW7fJtQ8NDZHNZr16gbIfrz/LVrqt5doty/KEma7r1NXVkc1mWb9+PZZlee7Xnp4edF334hVlvT5Z9FlaPGU7umQy6fVLlhZJ6er2J8f4Bbe0AtbU1HjWWFlo27Isurq6WLlyJf/5n//J66+/riyAiolHWuSkFQ5cMdKPa52TIk9a2aQlSlrnZHbwcka6cchj/MKoWNaqFFL+WDppCZNxdy8P738HhX2Gg+VQZGxjDtjIiLvYX9ZG4hdaMOJqfodvmzx3GDcOz19U2l+TcADXmtfCSJbwLEbqIkpLYJ3vx1/IWoq7N3AzhWUWtf/+lAuhmwKkKW0BTO/MhezCKAE4jZClVzZv3swjjzzCrFmz2Hvvvb2kD38JEn+PXH+LM3+mrXQZw0hvXH+NPHlOOZd0+UphJ8WcjK+THUb8LdtkTJ8cL4tWS/ertE5KC5tfbEgLmxR8fsHhL3btjxWUyTL+zF7pVg6FQt44Wb9PrtdfCkau2T+PFNm5XM67TimIJfJ+yphJibSOyuudaigL4DRE1gc8SBudaOG3/AVdu/5fX5kNLI/zxwYG694FQ8GkqJLz+gVPMDYO3/+DcXfBtfjLyAwEjvPXQYTCAtdye/Ba/ZnCxeaU+0MUrr+Wwvu4OnC8vB9ZCgVx1fBcxe73FENZACceJQCnIWvWrOGrX/0qs2bN4kc/+hFz5szxLH+WZXluRyEEqVSqoGRMNBolEol4Vje5XbpfpfDJZDL09/cXlF2RLtje3t6CDiQtLS2exU9m88pCyVIo+cVCKpVC0zR6enq8YtPSOpjNZr1zyTllmzXpnpXXJq2PgFf3sKamBqAgJlJa40zT9OrvSfesP7kFoLu7m02bNlFTU0MqlfLWJWsmynjEVCrlZU0PDQ15SS2maXpxllL4yY4mU5XtZQF87LHH+NGPfsQzzzzDhg0bWLx4MR/5yEe20yoVW4XfHSoLI0shI0XLLEZ61PoFkbR4dQR+/C5imWUczByWgk9mw/otflLMQWErtzDFXcOyq4a0BMpzLGdETG5hxNomhd/+w8f7haF/7fL6paiUa6lixH0rr1eWuZEWVZmMIi2l//RtCzOSBS0LSS9npG6hf23+vsxTjDSgldmn2PEoATgNkWIjk8kQjUaJx+NeRq20VkkXqLSSSauW7L4h4/akUPMXSZYWH+mmlRZBv1VRWgSlVQ3wXKdSUEnXsr+Gnr+zhj9LF/CskpqmeQkUMtZPduyQGbzyOOki9mck+y2H0gopLYFyTrlNlmzxZ/dKa6QUmlIEB/H3YIaRVnn+zhnpdJpnn32WlStXeu/RVGN7WQDT6TT77bcfn/rUpzjllFO21/IU20LQCucXPMFMXvmvX5QF4+GCyRPB7GAC++X/g1kB/qLM/jUGhV848CMFoL8DSPBa/NdRDH9STLDUTZjRVsFi6y62r9g55FryFGY/A1w7tS3sygI48SgBOI0xTZOWlhZmzJhBZ2enJ7gAqqqqCIVCXku3ZDLpxQD6kxDq6+tJpVIMDg4yMDBQ0N5NJkL4kzrk3NL6J/fruk5jYyOA1wGkt7cXy7K8tUhB5e/uEYvFPCufv2VcbW2tt12OGxoaoqenx+s24ncvy1ZyGzZs8OID/Z1EpEVQWgh7eno8QSaLOsu4Senmlr2QYaTrioz38yezSHErs39l8ophGGzYsIGrr76aFStWeNbKqcb2sgAee+yxHHvssdtrWYrtwQAjouOfuBYtvxXO78qVSQ0vM2KxgxELYdA163e7SstXMKHDHwuI7xyPU5hpuz8jlkTpUvWvyR8bKC2C+zOSsey3vsFINxIZfyjXA4WdTuRYhu+LvE/FxKNcq1+E4rvukG+c3C+vZxWF2c9TOPZPUs7KpyyAOwclAKcxmUyG559/nv7+fpqbm71YQGnhky5Uf308fwmUoAVLxvhJi6G/hp4/g9jfYcPfZUMKPGnpk5a0YAatnEdaFWXNPWmxk+uW1yLnlgJUZkVLESbP6U/uCF6bvG7/a3/PYb8V0l/LUN4rf0FsGfs3ODjonV9aNWWxaBipAzg4OOgl10xFVAzgNEbGAp6njfSf9WfZytf+TGAotLZJgtm/wexZfwyfXyT6haP/PMEuIH6BF7QEBgVgMOawVEJFcJvfGimvrT/wOoyb9Zz3bQ/eH/85/TGNQcuf3JYPbJ8GJrIcI5q32D7FjkcJwGnMhg0buOiii5g1axa//vWvecc73sH69eu9Prswkngh4/1k5qu/F650BcfjcdLpNJlMxosLDIVCNDc3e313s9msZ0GUrtnW1laEEHR0dHhdRHRd93oCS/xFnS3Lor+/v8CKJOv8ZTKZAmvZ0NCQZ42TiTD9/f1efKFt2wwMDBCJRJgxYwa6rjMwMFDQMUQmb8g50um0ZymUyHmkJS94v2TyTCwWY2BggDVr1hAOh0mlUt79kusLhUIkk0mvXuFUxu/SDm4HRpW1ke+jYgqxnBERIgWPtHJJa5ufWbh19Pz9d2VxZinCZM2/AdxMYob/Xwvsw4glL8xIFrAcI4sx49smu5d0DI+XmbOyDqHfKifXE0xa8YtRWe/PLy5zgZ8sI+YqmcErs3rleNntw18+R1pVZV3BOkb6EftbxfkLXfstf/6eylOUNFDqK+LUDIaZeigBOI2RxZRDoRAvvPAClmV59e78PWplXUC/e1IeL5NG/FnBsqevFE/S0iYFoz+pwy/w/Ovy98Ithb8Wn7TOSXejtPzJJBX/XH6rohzvT+SQ6/JnMkuC1iy/BdF/rL/Tid9q6p9bHue3mMrXg4ODrFu3jjfeeMPLmp6qjGUBbG9vL9h++eWXs2jRop2xNMX2Ytnw+9ukuYkSxaxrEilUkoyIxmA8Xs43RgopGOmd67eYSctgsOYegdcDvnn8yLEyo1cKKn9mrTyHf07/WoPn8peKyVMoCvGNl+dM+177BeXGwBqDhbIl/muf4rF/khylBYiyAO4clADcBdi8eTNf+cpXaG5uZtGiRcybN89z20pLn7RiyeSInp4e0uk00WiUaDTqJYfEYjEaGxtJp9Ns2rTJc/HG43GvA0htbW1BT1xZokVm1g4MDHjCTBZallmxcps/Pk+ucXBw0OvDK+sUyh7C0mUsEzmSySSWZZFOpwva0/n79EoXrN+VC3hxfJKgiJMi2jAM0uk0fX193nxyv4yBdByH3t5eEokETU1NOI5DX18fb775JhdffDHr16+nq6trQn4vthdjxQCuWbOG6upqb7uy/k1hZBeLMCMWr+CntbSA+Vu1vYRbP7CFkVp5VRS2VZNWuQHg/4a3ywLQLw//Ky2B8twybk9aIfMUilModD1LC+FqXMvc7OE5OxixvgWti7IYs7ReynPt7tvvL9fSMfz/9zOSzSvX2sKIRfJ5RiyGMjP4PYwuJyPvpb8kzTQgTemGb1MzGnrqoQTgLoBt216LseXLlxOLxdh99929JA6/lctv6QvGyckx/mxfKZykxctf40+KM2kp9MfBSeucP7tYxtD5Y+T8VknpeoYR17V/TX5hJwWctARKq6W01vmtiv79MjYyaBmV90ae228VlK+lSJRzySxpfxFuKS4dx6Gzs5POzs6d94uwgxjLAlhdXV0gABVTmCd8MYFQOmat0mzXYvUAi40fwA0Y88fv+a1zfiuifw1+q2NV4DWB18Xi64IZyP7YQn8sYrFsaP95g2OC6/WfLxgzGIyJnCbkAKPMPsWORwnAXYi+vj5+8pOf0NjYyH/+53/S3t5OV1eXV9PPX4pF9rSNRqMFpVgymQy9vb3E43FmzJhRIA6Hhoa8pBDZbSSTydDR0YFt2952f8kWKRBlt45oNOqJMNmeTgqJoaEhT2BJa6VMYrEsi3g87mUgy2NhxCUseyBLcSa3y57Auq6zbt06hoaGvLXIcZs3b2ZgYIBoNOpZSW3bJhqNkkqlGBgYoLe3t6B+YCqV8rKsBwcHWbt2LdFolKamJhKJRFH3+FRke2UBDwwMsHz5cu/1ihUreP7556mrq2PWrFlljlTsdPydP4JZqS9TWJ9O1sHzuzf9ySCyu4a0dOVwXcNQqATSjNTuk9mw0hIII+5YGHHvSsua/JGxdX5xJt3A7xg+7mXfGoPWyjCuZW8ANxN5gJHsXynaZEKHv8UbjE6MkbUB/Z1A/AWhg4ku/ljJaUAasEvsm7pVUacWSgDuQjiOw6ZNm8hms6xYsYLW1tZR/Xf9cXJ+i6D8MJdiS7pNpYDyd8AAClys/k4h/ixYfwye3O+Pq5OuYb9V0m9BlNZGuT65r5iwktv8HUDk2uR+f0s3ub2UBVRmCPtrCfrvj1+4+nsqG4ZRkEU8HdheWcBPP/00hx9+uPf64osvBuDss8/m1ltv3aY1KrYzfxx+bxdohVbAUpa0oAUrWJevFEErYjFrnhRwcky2yDpKZQ8TGOMnGIvnt8jJscE01nBg3BYKryEYK1jMclqOaWQay1G6Fdw0usxJjRKAuyADAwN897vfpb6+nksvvZT3vve93od4IpEgEonQ19dHf38//f39nkVQZrHKeD1pEauuriaTydDV1eUJw1AoRG1trVcWRdM0rxduR0cHlmV5/XczmYwnrGTiiixdk0ql6Ovr82L5YrGYZ/mrqqoilUqRzWa9fsT+UjQyM1laM6WbNp/P09PT47mD/fX7ZAKLtNzJgtMypk+KOZlBLOP+pMVTHut3M1dXV5PP5xkYGCCdTrNhwwY2b95c0GpvKrO9LIDz58+fNqJ4l0HG421hpC+v3zrnL5LcgWvBkzUEpbUNRuIKpQiSmcYRRuLrpJXObz2UQlBa54rFBq5mpOuGPNdq3M4fezCSAPI4I/UB/cknfjUiY/dyRdYshZ3s3hFs6S2tkf6ev6Vc38G+xPJ6p3a+WAFpYHT5fJdpdJmTGiUAd0Ecx2HNmjVs2rSJVatWMXv2bFKplOfylIJGWrikdc1vJZQiyJ/Rm8+7Tzx/710phKS1TsbXyTn98YOAN6/8kfFzsnuJFGByXlmmppilzl+zMGhB9McS+ruYyM4l0g3tn1uWhPG7r4MWURnDKN3pMtHGX25n8+bNrF+/ftoIQFUHcBdGWgJ3G/YcBOPe+imevSsTGnIUdyNL4Sf/7y+U7J8naE3zxwf6xVmxbiQE5vCvp9jcEilO/Z0/ilkQg8f7Xc/hMtdTzIqaA56eXn9POUq3glMWwJ2DEoC7MNlsluuvv57f/e53XHTRRRx22GGeFczfQSOYMOEXgLIPr0z0kL1/hRBef1tZfFkWhJ4xYwa2bXudSWRMH+AVa5bt6zKZDOFwmKqqqgIhKGP8ZN3Avr4+4vE4iUQCy7IYHBwsWJssZyPdyo2NjQUFrx3H8TqiVFdXewkbW7ZsYWBggPr6ehKJREGHEF3XPaHoT44JlpGR54xGo7z11lv88Ic/pLOzk+7u7p38ju8YtpcFUDGFkda/MCO9cut8Py2MWL5krJ+/m4g8VlrdipVkyTESAyeteUGLn/xXbpdWyCyFIrAK+AAjtQaDdfa2AH8b/r9swSaPnc1IrJ//XFI4+q2RstyMXOM7hn+CVkN5ThiJN/THBJZqSzeFSTPaSCpRAnDnoATgLowQgjVr1tDR0cGaNWvo7OwkFosRj8dH9feVwk9a4PyWOynkpDCTBZGlAJAWMIksjyLFk79Gn78ki7SsSYHot675rW3+GoByXcGuHplMpqCvsd8qCXgZxnKbPJ8/W1laIP2Zz/7XfqspFGZR5/N5uru76ejo4PXXX6enp2dnvc07HGUBVHiWwPO10Zm3wZZnfmuafz+BccViC4PZs/L/XYzUFPRbF4MZvcHz+LeHAtukOokExhU7Nrh2//UHs4j91yTXOVBkn3z96vT8O6ok9FOxY1ECUIFlWfz617/mvvvu47Of/SxHH320F8Mn49akCzQSiXh17mRHjc7OTsLhMC0tLWiaxtDQkBd/ZxgG8XgcXdfp6+tD13WSyaTnDs1ms56wklZAabmDEQtkJBLxBJesByi7fIRCIa/Dh790jHT/ynhFGGkzJ9dWX1+PYRj09/eTzWY9EdjQ0EAsFvO6dViWxZYt7tfwRCJRUKMwHA57a+3t7WXTpk2EQiESiYR331544QV+8IMf0NnZWdBDeDqgLIAKj+cZsfpJi1wHI1m+si7ect9+mQVcLEFDulflfO8Z3v7P4eP2H963nJF4Q7/AlNZGf5/g3PCa/oprzdudwu4bsvvIhyh0IT8//LofVxyuYsQ97Rdt0lonr6cOV1x24MYZyvXJ+yTx10WUVsOgu3oakaa00CtlGVRsX5QAVCCEYNWqVaxdu5a33nqL9evXU1VVRTwe99qj+bNupQDUNM1ztfqtZplMxovd89cZlPF00qImxZjf+if/lZZBP9IKF+yyEQqFvNIy/sQOf19e//yAl7Es4/D8cYfytb8g9NDQkJfd6/+RAlBaBGWbOLnfsix6enrYsGEDL7zwAv39/Uw3lAVQ4fFEkff8eK2yTh7+enfB7RK/YPLHD/q3yeP9c8lx/vnSjC64LN3G/pIxsuRNByPiTx4vC08Xiyv0i0LZ3WQDrqXSL3aDa5ai86Hp/feTo3QrOCUAdw5KACo8bNvmrrvu4uGHH/bKu5x88sl8+MMfRtd18vm8J/78pVSkS7erq6ugHVsikSjYLi1ifX19BccDBe5XOZ+MHbQsi82bN5NIJIjH45imSVVVlVdfT1oZBwcH2bx5M+FwmJqamlGuak3TSCaTCCEYHBzEsiw6Ojq842OxGL29vViWRV9fH5lMxsuKzuVynqiVa5dZx47jkEgkSCaTRCIR2travMzkp556iptuuomNGzd6sYPTjbF6ASt2cfwGb38plgFcS14VriVPxroVE2MyVtBf9gVG4vc24Aoy2YVDWvSKJYDIDF65nucZic8LxtvJtfhFpvy/HFfs+vzlYqTbOsKI+JOWQv/a/G7r6eUkKEqa0gKkVHawYvuiBKCigFWrVrFq1Srv9X777cfg4CD5fN4TZNXV1V72q8zq9Rd0llYz+W8ul/PKpACeq7WYQPB385Ct3tLpNLlcjlgs5sXaGYZBNpstqMeXz+e9VnHFupn41ybFm1xbVVWV5z6W2cdS2MkYRil0pLCU1yavW7qpI5EImUyGnp4eVq9ezZNPPuklxExHSvV0Vi5gBTDSR1hynlaYbOGP+Qu6T6XY8pd+8df9k8cU68cbjKULxvDV4QrGLkZbJ/0WSb/LFkZbHIv5McNl9vnxJ4/I8dMs27cUaUp3AtlR9RFWrlzJ9773PR5++GE6Ojpoa2vjrLPO4pvf/KYXyrMroQSgoiwPPvggL7zwgie8TjzxRD772c+SyWTo7u72hJWM4ZO9eGUvYCEEyaRb1t8ffyfdq/6kC+kelv+PxWJEIhGv1Ivsqytdtblcjmw26/UXBmhsbBxVssY0TRKJhCf+ZIyfv9D14OCg1084FouRzWYLWrtJl67MKJbiVIrGXC7H+vXrvfvw97//nf/6r/9iw4YNnht9uqJcwIpxEezVK0WcrAvo740rLXXys1nG/s1iJL5Qiih/z1+/JbAK11L4T9+4YKygXIM/KaPDN8YvUl8e3i/F6u7D+17GdRHPHj6vFHTynDILWvZTlvPK3sTS7byLkGPnC8BXX30Vx3H4xS9+we67786LL77IZz7zGdLpND/+8Y930FknL0oAKsoStAjutttuXmHmzZs3E41GqampKUjAkEkT/h6/MhlD1uYL9tuVY2Akk9dfHkYmf2QyGW8OeQ5pyZPxiUFBIkWcv7SNLPgsj+/r6yOXyxGPxz3ron8Of3axvw6gFMC5XM5z8QohePPNN3n88ce92ojTGWUBVIyLawNfDA7SRly1wXInQQveFlyRJRM3/KVT5Hh/EWop9mRLN5l4USz72G+xyzG6NEzYt70L6KbQyphjJLPB/yPn2MCI6PWvl+Htb+1aX5jSlO4EsqOeHB/60If40Ic+5L3ebbfdeO2117jxxht3SQE4LZqRPvbYY5xwwgm0tbWhaRr33ntvwX4hBIsWLaKtrY1YLMb8+fN56aWXCsZks1kuvPBCGhoaSCQSnHjiiaxdu3YnXsXU4JFHHuGzn/0sF154Id/85je55557iMfjhMNh+vv7GRoa8oQg4Imr3t5eTwzJeDlpAYxGo14PXZlEkk6nyefznjtXdvCQdf9koolECsz+/n4vc1m6jh3HIRKJYJomQ0ND9Pb2snHjRjo7O8lkMliW5QnYcDhMNBqlpaWF9vZ2crkcnZ2dAKRSKerq6mhsbPTiAqWruaqqira2Nl555RW+/vWvc+eddxbEOE5n/II4+DPZUc+OSYK0vsFIV45/MmI1e374p4qRHrphXEuarK23//DrOlyBKDOGlzNiJZw1vL0KtxPIAK7FLjw8Tlr9ZIyetCRu8a3JL+ISFPbzrcMVei8xEt8ns6DTvnXL5JLnGbFo7mIEdXLwB9z+9f6fbHb79wjp7e2lrq5u7IHTkGkhANPpNPvttx/XXXdd0f3XXHMNP/3pT7nuuut46qmnaGlp4eijjy7IyFy4cCGLFy/mzjvv5PHHH2dgYIDjjz9+2nRr2F6sXLmSBx54gD//+c888sgjvPTSS1783cDAQEH5FmktkwkUUhDIcjL+eD6/C1iKPX+XEX+rOPkjLXASaQmUP/74QCk28/k8uVyOgYEBBgYGCrKVpStbJpnIWMd0Og24yS6yTqLsZuLv9xsOh+no6OCvf/0rL7300pQQQNsD//sT/JnsqGfHJOBp4cYJPi2gR4yIo1UUlm2R2bjBOnvSZdzi2ye3SSGXDYwP41rw/CVmgqVX/EkZsjxMByO1B0O4iR1yvLQqpoGNjMQQ+i2bfrez3P602GXi/vzIJOxiP+nhMe3t7aRSKe/nqquu2q5rePPNN/n5z3/O5z//+e0671RBE9PsU0rTNBYvXsxHPvIRwP0G39bWxsKFC7n00ksB9xt7c3MzV199NZ/73Ofo7e2lsbGR22+/ndNPPx2A9evX097ezoMPPsgxxxxT0bn7+vpIpVI75LomK+3t7Rx00EGAW0x5n3324cILL/QygP2dRCTS0icTNlKpFOFw2CspIzNwW1tbSaVSnoiT/XkzmYxnaZQlWGR8Xjqd9tzHUsxJcebPXu7q6sJxHFKplBfDJ+MVw+Ew4XAYwzC8moZyDf4WcnI+x3FYtmwZ9957L2+++SbPPvvslBZ/vb29VFdXjzlO/r7vvffensXXj23bvPLKKxXPN9FMhmfHVLlXO5T3aYUiDEYnZryDQvdsMIkj6AJezUjdPv84aUGU1jh/rJ+sBzgrcIzf7ex3UcuahVI4JobPJ4WltBjWUxjrNw3KvYzn91eOjdKLRvGxgj4ypFizZk3BfJFIpKC0l2TRokVcccUVZc/71FNPeZ9V4P6dHnbYYRx22GH88pe/LHvsdGXaxwCuWLGCjo4OFixY4G2LRCIcdthhPPHEE3zuc5/jmWeeIZ/PF4xpa2tj3rx5PPHEExU/xHdF1qxZw5o1a7zXvb29nHXWWV4yhWmaXuFnKbJkkoaM4ZMZtf7YPr+FT5akkdtlCRZpSYSRUiTSnStrEgZdkTIRRApSKVL91kh/xq9M9Ojt7WVwcNCzbEajUaLRqCcOX331Ve6+++4pLfy2lukaA6ieHRNEsJbgXlrx0ivBmoH4Xkvrmr/4dEeR7VVALYVWwmAJF7/72C/wpACUbmK/dzKMm5kss5PltnW73vOhFBmd0s2ABeBAdXV1RV+ILrjgAs4444yyY+bMmeP9f/369Rx++OEccsgh3HzzzRWvebox7QVgR4frN2hubi7Y3tzc7CU3dHR0EA6Hqa2tHTVGHl8M2clC0tfXt72WPWVZvnw5V1xxhRdz197ezhe+8AXv26EQgrq6OgzDKCgYLYso+19Ll246nSaTyYyq6SddxbFYjJqaGhKJBKlUyosTlBnH4XDYE6FyjmQy6Vn0HMchmUx6lsB8Pu8lpchewjIruKamhmQyyX333cdf/vIXz9X5yiuv7JLiD6ZvFrB6dkwSpFDzJ2hIERZ019b5xsrMWyn6pDVv9+FtG4bHyFBif42+OlzLoDwmFzgHjLiD6wPrk67n1bjJItJaWfrXYdckTHkBOI7KWQ0NDTQ0NFQ0dt26dRx++OEceOCB3HLLLaMaDuxKTHsBKAlaKILxY8UYa8xVV101ptl5V6Ozs5PFixd7r+fNm8epp55KKBSiu7sbcBMmQqFQQXFlKej8vYelRS+dTjMwMEAsFiMajQKMEoCxWMyzzslMYdu2yWazBbF90ioVj8c9gQgQjUYJhUJks1kvcUTTNE98+juDxONxXnjhBW6//fadfHcnJ9PVAihRz44JppSL9KDh+ytdvjKZQsb0SUugv6iytOQtxxVoUtRBoTvX7/qVFsTnh/fJEi/S5SuTUvwCUGYo/3tqfwnaoSQonwa8A0qnrl+/nvnz5zNr1ix+/OMfs2nTJm9fS8suVINnmGkvAOWb2tHRQWtrq7e9s7PT+2bf0tJCLpeju7u74Jt8Z2cn73vf+0rOfdlll3HxxRd7r/v6+mhvb9/elzClWb9+PVdffTXxeNwrhiwtdaeddprXNcO2ba/Lx8DAgCfiLMsiGo16tQJlqReA/v5+enp6PHeyLMViGAbJZNLrWiKPk9/0HMfxRJ3f2ijPAXhrkrUN77nnHp5++mkSiQTRaJQnn3xyYm7oJGS6WgDVs2OSI93AOdyEDGnx6wf2wRVi0vInYwLlcTBSSka+lq3f/KVo/MkkwZqE+1PoJpbbl/u2K0oTZqfXgXnooYdYvnw5y5cvZ+bMmQX7pvrzamuY9gJw7ty5tLS0sHTpUg444ADA7d7w6KOPcvXVVwNw4IEHEgqFWLp0KaeddhoAGzZs4MUXX+Saa64pOXepgFTFCFu2bOGuu+4atb2pqYmjjjqKuXPnen12I5EI0WjUyySWVjxZmkXG6UlBZ9u2l42Zz+fJZDL09vYSj8epra0lHA579Qblsf4OHjIz2d+LWLp+ZUKKjGN89tln+f3vf7+T7trUYrq2glPPjknOqyV+v0zNFYD+YsxQaO2bxYiFzy8AZWcQ6Rb2J55I12+wLuDLvjHFeiEripNgp1eCPuecczjnnHN2zORTkGkhAAcGBli+fLn3esWKFTz//PPU1dUxa9YsFi5cyJVXXskee+zBHnvswZVXXkk8HufMM88E3Ppu5557Lpdccgn19fXU1dXxla98hX333Zejjjpqoi5rWjMwMMCvfvUr/vjHPxZYAKPRKEcccQR77LGHl2iRTqcZGhrykjSi0ahXyDmRSHgdQ8AVjYZhkE6nsSzLyxaWws+yLIQQxOPxAuEyNDRENpv15r3nnnt4+eWXvaSR559/fkLu01RgKlsA1bNjGrI/I3X7/HX3oDALV1r8gsXn6insAezv1wsjFj6ZmFKFsvhtDWF2fisQRQHTQgA+/fTTHH744d5r6Vo5++yzufXWW/na177G0NAQ559/Pt3d3Rx88ME89NBDXosygJ/97GeYpslpp53G0NAQRx55JLfeemvR8haKbWdwcJD/+Z//GbU9EokwZ84c9tlnHyKRCOFwmO7ubnp7ez0hJ0WcEKKgXZy05FmWxeDgoOcWtiyroCahruukUik0TStoTyeE8ATg0qVL+dOf/rSzb8uUpFSs31SIAVTPjmnIttTUmz+ccawseTueBKUVyK5RQ3/CmXZ1ACeSXbEO4PbGMAyOPvpo9txzTy8xQyZiAAUt4qQINE2TSCTCXnvtxTHHHOMVb165ciV//OMfyeVy3oexTFiIRCJeookQwnMHx2IxbNtm8eLFBZahXYnx1gGcNWtW0Uw6x3FYvXq1qm1XAaoO4CRh/nBiyTL1sTgetqYOIIf2gllirNUHf1d/DzuaaWEBVEwfbNtmyZIlLFmyZNzHnnLKKZ41J5vN8tZbb3HzzTerEhs7mKlsAVQoCvC7dhU7lgRu8k4xpn8L9UmBEoCKacNrr73G9ddfD7hdSVauXLlDekcqCpnKMYAKRQHK9bvzCFNaAJavsqTYTigBqJg2vPjii7z44osTvYxdDmUBVCgU4ybB6C4uEpVQs1NQAlChUGwTygKoUCjGjT+zWjEhKAGoUCi2CWUBVCgU4yYBlCqFqSJ3dgpKACoUim1CWQAVCsW4KWcBVI+OnYISgAqFYptQFkCFQjFuEkC0xD6lTHYK6jYrFIptQglAhUIxbqpQAnCCUbdZoVBsM8rdq1AoxkWI0i5g1Qpup6AEoEKh2CZkd5UgShQqFIqSVAGxEvtUF8WdghKACoVimygl9JQAVCgUJSlnAVS9gHcKSgAqFIptQlkAFQrFuKkC4iX2jW4trtgBKAGoUCi2CWUBVCgU46acBVD1At4pKAGoUCi2CWUBVCgU46YKtxRMMVQv4J2CEoAKhWKbUBZAhUIxbspZAFUv4J2CEoAKhWKbUBZAhUIxbqqGfxQThgq1VCgU24RsBVfsZ2u44YYbmDt3LtFolAMPPJC//e1v23nFCoViwpEWwGI/oQlc1y6EEoAKhWKbcByn5M94ueuuu1i4cCHf/OY3ee655/jABz7Asccey+rVq3fAyhUKxYRRNcaPYoejBKBCodgmtqcF8Kc//Snnnnsu5513HnvvvTfXXnst7e3t3HjjjTtg5QqFYsJQFsAJRwlAhUKxTWwvC2Aul+OZZ55hwYIFBdsXLFjAE088sT2XrFAoJhplAZxwVBLIdkQFvSumA1vze1zumL6+voLXkUiESCQyatzmzZuxbZvm5uaC7c3NzXR0dIx7TVMJef+C90qhmArI39txPTsyfaWzgDPq72BnoATgdqS/v3+il6BQbDP9/f2kUqkxx4XDYVpaWsqKs6qqKtrb2wu2XX755SxatKjkMcGMYiFE0Szj6YR8dgTvlUIxlajk2eE9N8b4XW9paSEcLqUQFdsDJQC3I21tbaxZs4ZkMrnTP7D6+vpob29nzZo1VFdX79Rzb2/UtUwMQgj6+/tpa2uraHw0GmXFihXkcqWLdhUTb8WsfwANDQ0YhjFKUHZ2do6yCk43JurZMZV+PythOl3PVLqW8Tw7KnlugCsUo9Ho9lqioghKAG5HdF1n5syZE7qG6urqSf+wqBR1LTufSix/fqLR6HZ7SIfDYQ488ECWLl3KySef7G1funQpJ5100nY5x2Rlop8dU+X3s1Km0/VMlWsZz7Njez43FFuPEoAKhWLScPHFF/OJT3yCgw46iEMOOYSbb76Z1atX8/nPf36il6ZQKBTTCiUAFQrFpOH000+nq6uL7373u2zYsIF58+bx4IMPMnv27IlemkKhUEwrlACcJkQiES6//PKS8VVTCXUtuzbnn38+559//kQvY5dguv1+TqfrmU7XopicaELVLlEoFAqFQqHYpVCFoBUKhUKhUCh2MZQAVCgUCoVCodjFUAJQoVAoFAqFYhdDCcBJzGOPPcYJJ5xAW1sbmqZx7733FuwXQrBo0SLa2tqIxWLMnz+fl156qWBMNpvlwgsvpKGhgUQiwYknnsjatWt34lW4lLuWfD7PpZdeyr777ksikaCtrY1PfvKTrF+/vmCO+fPno2lawc8ZZ5yxk6/EZaz35pxzzhm11ve+970FYybLe6OYfqhnx+R8dqjnhmIyoQTgJCadTrPffvtx3XXXFd1/zTXX8NOf/pTrrruOp556ipaWFo4++uiClnQLFy5k8eLF3HnnnTz++OMMDAxw/PHHY9v2zroMoPy1DA4O8uyzz/Ltb3+bZ599lnvuuYfXX3+dE088cdTYz3zmM2zYsMH7+cUvfrEzlj+Ksd4bgA996EMFa33wwQcL9k+W90Yx/VDPjsn57FDPDcWkQiimBIBYvHix99pxHNHS0iJ++MMfetsymYxIpVLipptuEkII0dPTI0KhkLjzzju9MevWrRO6roslS5bstLUHCV5LMf75z38KQKxatcrbdthhh4mLLrpoxy5uKyh2PWeffbY46aSTSh4zWd8bxfRDPTsm57NDPTcUE42yAE5RVqxYQUdHB3PmzOFTn/oUc+fOJZVKMTAwwDe+8Q2uueYaHnnkEfL5PAsWLPCOa2trY968eTzxxBNF5120aNEO7UW6cuVKAB5++OGy43p7e9E0jZqaGm9bNpvl5ptvpqamhn322YevfOUrBRaLbeHWW29F0zRvfaUYz/1ZtmwZTU1NvP3tb+czn/kMf/vb31i0aBErV67kmWeeGfd7s71ZuXIlmqZx6623etueeOIJFi1aRE9Pz05Zg2LnI58d/t+9SCTCvvvuy1VXXUVraysNDQ3k83nuuOMOnnzySaDw91P+HWzevHmiLqMkxZ4dAHfccQcNDQ3b/OyYM2cO55xzzpjjNE1j0aJF455/2bJlJJNJWlpa+MxnPkNnZ6e3b6KeG+eccw5z5swp2HbllVeOcmErphZKAE5ROjo6ADjrrLN46qmn+OpXv8qSJUtYsGABdXV13HTTTfzgBz8gHA5TW1tbcGxzc7N3/GQkk8nw9a9/nTPPPLOgB+YRRxzB0NAQX/nKV/j2t7/NH/7wBz760Y/u1LWdd9553gdiOY499ljuuOMOHn74YX7yk5/w1FNPceaZZ3LFFVewcuVKOjo6Jvy9aW1t5cknn+S4447ztj3xxBNcccUVSgBOY+TvV3Nzs7ft5z//OX//+9/p6enhmmuu4etf/zqGYbBp0ybe//73ey7Lqfrs+PjHP87vfvc7li1bttOeHU8++STnnXfeuI6Rz42WlhYaGxt56qmnOOKII8hmswAT9tz49re/zeLFiwu2KQE49VGdQKYoL774IgAf+MAH+NOf/uRVi7/jjjtwHIf777+fyy67jH//+9+jjhVC7FAr37aQz+c544wzcByHG264oWDfySefzJVXXsnMmTM544wz2GOPPTjooIN49tlnede73rVT1jdz5kxmzpw55rjTTz/d+/+8efM46KCDaG9vH/O4nfneRCKRUQHmil0H+Xv297//nYULFzJz5kz22msvPvGJT/Db3/4WwzD429/+xsknn8xFF13EAQccMCmfHUNDQ8RisbLPjs985jPe/+fNm7dTnh1b87clnxuXXnop9fX1/O53v2P27Nk88MADZQXrjn5f3va2t+2wuRUTh7IATlHuuusuAL761a8WtArq7OykubmZcDjMcccdRy6Xo7u7m7vuuosFCxbQ2trKX//6V/7whz/w9a9/nXQ6XdH5fvvb33LIIYdQVVVFVVUV+++/P7/61a+8/aXcIvPnz2f+/Pll516+fDmf+tSn2GOPPYjFYjzwwAM0NjayatUqb8yyZct497vfDcCnPvUpNE3joIMOQtd13njjDQCefvppTjzxROrq6ohGoxxwwAH8/ve/H3W+f/zjHxx66KFEo1Ha2tq47LLLyOfzFd2HUi7g73//+yxZsoR3vetdxGIx9tprL3796197+//85z97QdqHH344H//4x8nlclx//fXemL/85S/84x//4JZbbiEej3PooYfy17/+tej5X3rpJT72sY+RSqVobm7m05/+NL29vQVj7777bg4++GBSqRTxeJzddtuNT3/6097+oAt40aJFfPWrXwVg7ty5XhbismXLOPfcc6mrq2NwcHDUtR9xxBHss88+Fd0/xcTT0tICjFgCr7rqKjRNY6+99qK1tdUbk8vl6O/v54YbbkDTNH74wx96zxfJmjVr+OhHP0p1dTWpVIqzzjqLTZs2FZzv4YcfZv78+dTX1xOLxZg1axannHJKwe9SLpfj+9//PnvttReRSITGxkY+9alPjZoL3L+1e+65hwMOOIBoNMoVV1zB/vvvT2trKytWrGDp0qWe9c+2bWbMmFEgnnK5nJdYcfDBB5c8Vz6f52tf+xotLS3E43He//73889//rPi+xx0Acswk0ceeYQvfOELAHziE5/gox/9aEHW8pw5c3jppZd49NFHaWtrI5/Pc+655xa8LxdccAFz584lHA4zY8YMnn/++VFWQU3TuOCCC7j99tvZe++9icfj7Lfffvzxj38sGLdp0yY++9nP0t7e7t37Qw89lL/85S/emKALWNM00uk0//3f/+09J+bPn8/KlSsxTZOrrrpq1P147LHH0DSNu+++u+J7qNixKAE4BbFtm3/84x+EQiFeeOEFb3sul+PRRx/lfe97HwAHHnggoVCIpUuX8sYbb/DhD3+YH/3oRwB87GMf4/e//z0nnHDCmOf7zne+w8c//nHa2tq49dZbWbx4MWeffXaBQNsW1q9fT21tLbW1tbS3t/PLX/6SeDzOwQcfzGuvvQbAu971Lm655RYAvvWtb/Hkk0/ym9/8BsdxaG1t5ZFHHuHQQw+lp6eHm266ifvuu4/999+f008/vSDG7eWXX+bII4+kp6eHW2+9lZtuuonnnnuO73//+9t0DStXruSSSy7hy1/+Mvfddx/vfOc7Offcc3nssccAOOSQQzAMA4Drr7+epUuXYhiGJ95/85vfsGDBAgYGBrj00kv5/e9/T11dHcccc8woEQhwyimn8Pa3v90T8r/97W/58pe/7O1/8sknOf3009ltt9248847eeCBB/jOd76DZVklr+G8887jwgsvBOCee+7hySef5Mknn+Rd73oXF110Ed3d3fz2t78tOObll1/mkUce4Ytf/OI23T/FzmPu3Lm0tLSwdOlSbNvmkUce4cADD+Sf//xn0WdHe3s7Bx54IH/961954YUXvDHgWuV33313/ud//odFixZx7733cswxx3hfqFauXMlxxx1HOBzm17/+NUuWLOGHP/whiUSCXC4HgOM4nHTSSfzwhz/kzDPP5IEHHuCHP/whS5cuZf78+QwNDRWs/6233uKrX/0qX/rSl1iyZAknnXQSjuPQ1dXFzTffTH19vTf2oYceYv369XzqU58qOJcUKFdffXXJc33mM5/hxz/+MZ/85Ce57777OOWUU/joRz9Kd3f3Nt3/8847j1AoBMDZZ5/NsmXLOOuss7z9ixcvZrfdduOAAw5gyZIlhEIhLr74YgD23ntvAG677Ta+9KUv8ac//YnPf/7zbN68mSVLliACnV0feOABrrvuOr773e/yhz/8gbq6Ok4++WTeeustb8wnPvEJ7r33Xr7zne/w0EMP8ctf/pKjjjqKrq6uktfw5JNPEovF+PCHP+w9J2644QbmzJnDiSeeyE033TQqK/m6666jra2Nk08+eZvun2I7MqEpKIqy9Pf3i+eee04899xzAhA//elPxXPPPSeefvppAYj99ttPpFIpcc8994gXXnhBfOxjHxOtra2ir6/Pm+Pzn/+8mDlzpvjLX/4inn32WXHEEUeId77znSKTyYhHH31UAOJf//qXN/7yyy8X/l+Lt956SxiGIT7+8Y+XXevs2bPF2WefPWr7YYcdJg477DDvWh544AEBiDPOOEM899xzYtWqVSKfz4sTTzxRzJw5Uzz//PNi7dq1YvXq1WK33XYTX/rSl4QQQixfvlx89rOfFYD40Y9+JB544AGx1157iQMOOEBYluX9P5/PF5z/+OOPF62trcK2bSGEEKeffrqIxWKio6PDGyOPB8SKFSvKXqe8P8H3xjRN8eCDD4pVq1aJ/v5+cdFFF4nq6mpx5plnikceeUQccsghoq6uTgDikUceKXhv/vjHP4pUKiUaGhrEfvvtJyzLEkIIYdu22G+//cR73vOeUee/5pprCtZ1/vnni2g0KhzHEUII8eMf/1gAoqenp+S1rFixQgDilltu8bb96Ec/KnkfDjvsMLH//vsXbPvCF74gqqurRX9/f9n7pti5lHp2yMzYH/7whyKVSolf//rXAhCzZs0q++xYsGCBAMQ73vEOYVmW93v45S9/ueC8d9xxhwDEb37zGyGEEP/zP/8jAPH888+XXOvvfvc7AYg//OEPBdufeuopAYif/exnBdei67q49957C54dra2tIhQKiS996Utiw4YNYsOGDSKbzYrTTjtNNDQ0iO985zviqaeeEv/5n/8pADFjxgzv2eE/1w033CCEEOKVV14pe33FnnVBAHH55Zd7r2+55RYBiNNOO63gfVm4cKEAxPLly8Ull1winnjiCfH2t79d7LfffuKQQw4RM2bM8N6Xq666SmiaJpqamgqe6bNnzxaAePDBBwvO39zcXPCednR0CF3XxVVXXeVtq6qqEgsXLix7LWeffbaYPXt2wbZEIlH0PjzyyCOjMpzXrVsnTNMUV1xxxZj3TbHzUAJwEiP/kII/p512mieiLr/8ctHS0iIikYj44Ac/KF544YWCOYaGhsQFF1wgUqmUMAxDRCIRoWlawXz+kgJBAfiLX/xCAOKJJ54ou9axBGCpazn77LPFG2+8UXQf4Imf1atXiwMOOEAAwjAM8ba3vU186UtfEl1dXd7xP/7xj0U+ny/4ueGGGwQgXn75ZSGEEE1NTeL4448ftU553ZUKwHLXMzg4KBYsWCBM0xSapolZs2aJs88+W9x4440FAlC+N8lkUgDiwAMPFG+99VbB+i+99FKhaZoYGBgoOP+rr75asK6bbrpJAJ6wleJ+wYIF4q677hJr164ddS3jFYD33HOPAMTjjz8uhBCit7dXVFVViQsvvLDsPVPsfMr9fgrhloK5/PLLRWNjowBEY2NjyWdHXV2dMAxDAOK5554TQoz8Hj799NMFx+TzeWGapjj33HOFEO4Xt3A4LN7znveIW2+9Vbz55puj1vrxj39c1NTUiFwuN+rvt6WlRcyfP7/ktcjf4WI/999/v4hEIuJzn/uc+OAHPyjq6uqErutC13XxxS9+UWzcuHHUuU477TQhhPCeG6Wub1sEYKmfZcuWiQULFnjvSSQSEWeffbZYvXq1N8ehhx4q9t13X3H++eeL2tpaEY1GxYc//GHxyiuvCE3TxNe+9rWC859xxhmj1tXS0iI+//nPe6+POOIIUVNTI773ve+JJ598UuRyuVHHjEcACiHEfvvtJ4466ijv9be//W0RCoXEhg0bxrptip2IEoBTEMuyRDweFwcffHBF4/v7+0VbW5vYbbfdxH/913+JRx99VDz11FPeB7pfAAQF4Pe//30BFDyEijGWAJQUEx0XXnih0HVdXHbZZWLJkiXi//7v/8RTTz0l9ttvv4Jj5bd0/7FCCPH444+XfbAC4rHHHhNCCGEYhjjvvPNGrVOKs0oFYPDajzvuuDGv/e677y4QgJLf/OY3Y65f3n95/k2bNhXMIT9c/Ou/9957xRFHHCEikYgAxD777CN++9vfevvHKwBt2xZz5swRH/vYx4QQQvzHf/yH0DRtlBhVTB0qfZa85z3vEfF43LOYyd/DYl8smpubxUc+8hHv9WOPPSaOP/54kUgkBCB22203ce2113r7jzrqqLK/+0cccYQ3dvbs2eLDH/5w0TVK74Ksh3f99dcLQLz00kvjPtf3vve9ste3LQLwqaeeKhgnxbr/ubDPPvsUPDsku+++e9n1f/rTny44/xe/+MVRcwSf1Zs2bRIXXXSRZ0WsqqoSn/jEJwrE2ngF4K9+9Svv2ZDL5URLS4v33FBMHlQW8BTEMAyOPPJI/vSnP7F27doxs1Iffvhh1q9fz7JlyzjssMO87ZWU+mhsbARg7dq1ZbNYo9GoV6rAz+bNm2loaCh7jt/85jd88pOf5Morrxx1bLCWVzHk/JdddlnJTLk999wTgPr6+qLlEiaytIVc/89//vOSmYP+wPtKOemkkzjppJPIZrP84x//4KqrruLMM89kzpw5HHLIIeOeT9d1vvjFL/KNb3yDn/zkJ9xwww0ceeSR3r1VTD0Mw+Dwww9nyZIlJZ8la9eu5ZlnnuHYY4/14lglHR0dzJgxw3ttWRZdXV0FcXgf+MAH+MAHPoBt2zz99NP8/Oc/Z+HChTQ3N3PGGWfQ0NBAfX09S5YsKbrGZDJZ8LpUtusxxxxDW1sbt9xyC8cccwy33HILBx98MO94xzu8MZWeS66/1PVNFA0NDcRisYIEs+D+rZnz2muv5dprr2X16tXcf//9fP3rX6ezs7PkfRqLM888k0svvZTrr7+e9773vXR0dKg44UmIEoBTlMsuu4wHH3yQz3zmM9x3332Ew+GC/fl8niVLlnDCCSd4D0x/tjBQUSukBQsWYBgGN954Y1nRMGfOnFElZ15//XVee+21MR9KmqaNWtsDDzzAunXr2H333b1tckwwKHzPPfdkjz324F//+tcoERnk8MMP5/7772fjxo2eqLJt28uq3pGUWv+hhx5KTU0NL7/8MhdccMEOOe9hhx1GTU0Nf/7zn3nuuedKvpel1ig577zzWLRoER//+Md57bXXuPrqq7f7ehU7l8suu4w//elPnH/++SxevLhA5Nm2zRe+8AWEEFx22WWjjr3jjjs48MADvde///3vsSyraOa/YRgcfPDB7LXXXtxxxx08++yznHHGGRx//PHceeed2LbNwQcfvNXXYRgGn/jEJ7j22mv529/+xtNPPz3qGVfpueT6S13fjiYSiRT9Gzz++OO58sorqa+vZ+7cudv9vLNmzeKCCy7gr3/9K3//+9+3ao3gGgQ++9nPct111/HEE0+w//77c+ihh2739Sq2DSUApyiHHHIIN954I+effz4HHnggX/jCF9hnn33I5/M899xz3HzzzcybN48TTjiB973vfdTW1vL5z3+eyy+/nFAoxB133MG//vWvMc8zZ84cvvGNb/C9732PoaEhr/TIyy+/zObNm7niiisAN5PsrLPO4vzzz+eUU05h1apVXHPNNZ4FsRzHH388t956K3vttRfvfOc7eeaZZ/jRj340yhrxtre9jVgsxh133MHee+9NVVUVbW1ttLW18Ytf/IJjjz2WY445hnPOOYcZM2awZcsWXnnlFZ599lmv9MC3vvUt7r//fo444gi+853vEI/Huf766ysuh7MtzJs3D4Cbb76ZZDJJNBpl7ty51NfX8/Of/5yzzz6bLVu28P/+3/+jqamJTZs28a9//YtNmzZx4403jutc3/nOd1i7di1HHnkkM2fOpKenh//4j/8gFAoVWIGD7LvvvgD8x3/8B2effTahUIg999zTs4zU1NTwyU9+khtvvJHZs2dXlEWumNwceuihXHvttSxcuJD3v//9XHDBBcyaNYvVq1dz/fXX83//939ce+21Bdm/knvuuQfTNDn66KN56aWX+Pa3v81+++3HaaedBsBNN93Eww8/zHHHHcesWbPIZDKe9eqoo44C4IwzzuCOO+7gwx/+MBdddBHvec97CIVCrF27lkceeYSTTjqp4szRT3/601x99dWceeaZxGKxgnqc4znX3nvvzVlnncW1115LKBTiqKOO4sUXX+THP/5xQYHpHcW+++7LnXfeyV133cVuu+1GNBpl3333ZeHChfzhD3/ggx/8IF/+8pd55zvfieM4rF69moceeohLLrlkXCK6t7eXww8/nDPPPJO99tqLZDLJU089xZIlS8YslL3vvvuybNky/vd//5fW1laSyWSBN+D888/nmmuu4ZlnnuGXv/zlVt8LxQ5kon3Qim3j+eefF2effbaYNWuWCIfDIpFIiAMOOEB85zvfEZ2dnd64J554QhxyyCEiHo+LxsZGcd5554lnn312zBhAyW233Sbe/e53i2g0KqqqqsQBBxxQcJzjOOKaa64Ru+22m4hGo+Kggw4SDz/8cEUxgN3d3eLcc88VTU1NIh6Pi/e///3ib3/726hjhXAzBvfaay8RCoVGxdj861//EqeddppoamoSoVBItLS0iCOOOMLrbyr5+9//Lt773veKSCQiWlpaxFe/+lVx88037/AYQCGEuPbaa8XcuXO9oHr/fXj00UfFcccdJ+rq6kQoFBIzZswQxx13nLj77rtHnX+sGMA//vGP4thjjxUzZswQ4XBYNDU1iQ9/+MPib3/7m3dMsfdCCCEuu+wy0dbWJnRdLxqzuGzZMgEU9JJVTH2efPJJ8f/+3/8Tzc3NwjRN0dTUJD760Y8WTQCTv4fPPPOMOOGEE0RVVZVIJpPiYx/7mNi4cWPBnCeffLKYPXu2iEQior6+Xhx22GHi/vvvL5gvn8+LH//4x2K//fbznjF77bWX+NznPifeeOMNb1ypvzU/73vf+wRQsnJBpefKZrPikksuEU1NTSIajYr3vve94sknnywZ7xwk+HwaTwzgypUrxYIFC7wEMX/83cDAgPjWt74l9txzTxEOh0UqlRL77ruv+PKXv1xQ3YAKYgAzmYz4/Oc/L975zneK6upqEYvFxJ577ikuv/xykU6nvWOKxQA+//zz4tBDDxXxeFwARWMW58+fL+rq6sTg4OCY90ux89GECBQOUigUijJccskl3HjjjaxZs6Yg1kuhUCgknZ2dzJ49mwsvvJBrrrlmopejKIJyASsUior4xz/+weuvv84NN9zA5z73OSX+FArFKNauXctbb73Fj370I3Rd56KLLproJSlKoASgQqGoiEMOOYR4PM7xxx+/zZ1TFArF9OSXv/wl3/3ud5kzZw533HFHQRa1YnKhXMAKhUKhUCgUuxiqF7BCoVAoFArFLoYSgAqFQqFQKBS7GEoAKhQKhUKhUOxiqCSQCrjqqqu45557ePXVV4nFYrzvfe/j6quvLih6ec455/Df//3fBccdfPDB/OMf//BeZ7NZvvKVr/C73/2OoaEhjjzySG644YYxW7n5cRyH9evXk0wmS7ZEUigmCiEE/f39tLW1oevq++VkeXao54ZiMqOeGxODSgKpgA996EOcccYZvPvd78ayLL75zW/ywgsv8PLLL5NIJAD3Ib5x40ZuueUW77hwOExdXZ33+gtf+AL/+7//y6233kp9fT2XXHIJW7Zs4ZlnnhnVY7MUY/XkVSgmA2vWrBnXF5vpymR5dqjnhmIqoJ4bOxclALeCTZs20dTUxKOPPsoHP/hBwH2I9/T0cO+99xY9pre3l8bGRm6//XavPdH69etpb2/nwQcf5Jhjjqno3L29vdTU1PB+PoxJaLtcj0KxvbDI8zgP0tPTQyqVmujlTDom6tkhnxtr1qzhE+1uv+n7em/jpNQnvf8Hkfskxcb4x5WbLzhXcHzwmOA8la5lrPVtzTGl1lLpPv+at8d1BCk3R6Xvx3jWEZx3e1zT7Wuuo729XT03djLKBbwV9Pb2AhR8QwdYtmwZTU1N1NTUcNhhh/GDH/yApqYmAJ555hny+TwLFizwxre1tTFv3jyeeOKJigWgdN+YhDA1JQAVk4zhr5PKzViciXp2yPejurrae24E/x8k+Hwp1QP3EXFv0f8frZ8KwFLnbh4R93qvNdNEWFbB+YPzB9flPx7glJpzWercXeaKR19HJT185Tn811FsLaX2mVoINK3g2pY6d3O0fuqobeOl1PO+3HWVuvZK39tK5t2WuYLrU8+NnYsSgONECMHFF1/M+9//fubNm+dtP/bYYzn11FOZPXs2K1as4Nvf/jZHHHEEzzzzDJFIhI6ODsLhMLW1tQXzNTc309HRUfJ82WyWbDbrve7r69v+F6VQKHY4O/PZUeq5cVLqkwUCRgoRv1gL7quEYscHCZ7raP3UrRJC413Ltp4jeLxfiBZFCI42Tiu6hmJr8a83OHdwW7nj/fuDcwbvdal7Usn7GNzv/788V6Xrl6/V59rEoKItx8kFF1zAv//9b373u98VbD/99NM57rjjmDdvHieccAJ/+tOfeP3113nggQfKzieEKPut56qrriKVSnk/Ko5HoZia7Mxnx9Y+N/wf1sEP80opJjj8bC/Rtz3WGpxrqXN3gYja6jm3U2TV0fqpaJEI4FpOt+Uay51jrP3F7vW23nPFxKMsgOPgwgsv5P777+exxx4bM1C1tbWV2bNn88YbbwDQ0tJCLpeju7u74Jt8Z2cn73vf+0rOc9lll3HxxRd7r/v6+pQIVCimGDv72bG9nxvFrFTlrIeSrRWB27K/lMVuPNbOo/VTQdOKCrlKBGzQKia3FRPG5axpAGLYkissq+Q9LmY5DJ67GKWEellh578vulHRNZWb72j9VCyRL30+xQ5DCcAKEEJw4YUXsnjxYpYtW8bcuXPHPKarq4s1a9bQ2toKwIEHHkgoFGLp0qWcdprrHtiwYQMvvvgi11xzTcl5IpEIkeFvgAqFYmoxUc+OUs+NsQL0t4d1blvm2FqLYyXnHcvlPGoeIcZ9LZXMX/RcFcw1lmU1OO9Yosv//3LjR53PL4ode9R84/kioJhYlACsgC9+8Yv89re/5b777iOZTHpxN6lUilgsxsDAAIsWLeKUU06htbWVlStX8o1vfIOGhgZOPvlkb+y5557LJZdcQn19PXV1dXzlK19h33335aijjprIy1MoFDuIyf7sGI81T1LM2uN3B44V5zbWWraFUta9sQTKWHOU2j7WtvEIMi0URuRzFVlNS8U5FjtHseOK7as0LnC8MZFjidalzt309fWp7N8JQAnACrjxxhsBmD9/fsH2W265hXPOOQfDMHjhhRe47bbb6OnpobW1lcMPP5y77rqLZDLpjf/Zz36GaZqcdtppXjHXW2+9teIagAqFYmoxlZ8d47XaaJGI5670U4klKniuUmJoLIHjHzceUevfX8xSNxaVJLSMJbbKib9Kzi/nrcRSGDyu2LoqvfaxxK1i8qLqAE4x5Del+ZykysAoJh2WyLOM++jt7R13aQnFjkM+N7bH+zKWhSy4r5gYKZftWi7OMHhMqbUVO7acIKzkmipdT6WCs9Tatyb72r+G8cxTiQAca85y4q/Sazlc+4h6bkwAygKoUCgUuyhbK1aKUYklqJzgKLV9a8RfsbFBIVoq87fY/ONJ6ii1rlIlWoJrKHdssWsLWju1UJiHsndUtJaxXLPFMn3L3aNS78FY13Ff723KBTwBKAGoUCgUijEZy5I2XjdguVjCSrOHSwmeYoJNC4WLuoa31mJWieAsdex4GU/snp6IjdsFPJY1tNIvCFt7TsXEoASgQqFQ7EKMx/JVQImyKEHGKglSai3B7eWsVH5BJPK5MTNZgZJWseA5gyK0mKWv1LnKWfS2Jk5PjtUTCZx0uuxYyZItvyw7n389Y2XsjmXVG48wLGZNVEwsSgAqFAqFoizjjc8rNUelgqfS8cWOr2TbeCgVw1jOTV1u7Vsjgpx0uux1FLNMVjp+LMq5erc22WQ8xyp2HEoAKhQKxS5EJZmelVjURqEbXl24YvPpiUTBOUvFvZWzUsnXW5MoUUnM2niyYscrYEolU4y1rZz1bDwir1KXbiUCcty/G0WO1UwlPyYa9Q4oFArFLka5D++xPtiDLsyxXJ2SYi7MSjN0g1an4JitIZgx7L32uborPZfcf0zynKLWum3NDAa3FZywrDGPkTGRlbzHpdZjzmgb1zrLnUOeJ/haMfGoXsAKhUKxiyIFnF/IBS1Fwf1+KhWSxeYsRymBWcxqFLSOlYs1K7Zv1HUHxF8l65Q4g4MVHTtWPFyx+yPFX/CeBMWcjIkca75y57bWrS97T7dFhKs4wMmDsgAqFArFLsZ4YvG2Ng6vnDUvSFFRoGmjNvlFUEVzVLDOYujRKE4mM36BMywejerqUZbLSkRvMTdtORext95EYlwu4vG4joPCr9Q6yiX/jHWuP/T8asyxiu2PEoAKhUKxi3BS6pOYWmjcMXRb8+HuFzCViMBRCFHWkifPMR73YqWuXP85/PtKWdYqSYw5Wj8VPZnkz72/HnPe4BzlhORS524WxM4qe12VuNrHw1jZwaXWqZhcKBewQqFQ7CLoyapR27YmwWC8VFpyxP9/+VoLhcvOW8xitTVuRv9xxf4dT7azH/+1OP39RY/xC7OxxGAxgfXQ0G9GzTWedctx5RJ0ionHcuEBlbAtxyq2HWUBVCgUil0Ep38AvUQLyW213IxlVSrnSpTbZKKDHCt7ApdaT4G4KVGn0EtaMc8oyFLeHlmu5a65nGUvmEhTjuA8ejyOMzhYkct4KiReHK2fiiXyE72MXRIlABUKhWIXJigUtmeQfiVz+YVLMMs1KP7kuKLialj8lcrALVWiptg6iu3zC6sF4Y8VrHVcSReB2MaxLH5BZKJJJZQSoVJYVyIQS1lpi1FKEG+vzG3F9kUJQIVCoVCUZKxYtEoF41iWwZLCbQz8ZU+C7d4qOX+pNfitdMF9whm7I4p/jgKGYxuL7Stm8Sw1r3/d/m2ViKxyVlX/vONNYvH/Pzi+mCtfZQRPLEoAKhQKhcKjqIu1iHt1PNa9YscVEx3lXJrB7VKc+C1Zwh5t5RuP8PSvoez1DVsTK3F3+9dR1tKqGyAc76UWiSCyWXdckSLbUvCWEoxjuae3hbFEYbEwgnLXfl/vbaRSqW1ak2L8KAGoUCgUuxDjEQTjyfYNUqnlqJKMUhiJfSu2zxNCwyKpVIzhWOcotq1cfF8xwbjUuRujJoXd01vyOHfRhaJ6qXVnwXlFNusOGxaCxdbnL/hcSrwGrY2lRHm5hJyxCFoMF8TOQuRyBW75cr93fX19Y55Dsf1RWcAKhUKh2Cp3nB6PjzvrtlSG6VhCw19kOSjQKnGbllrLeF6XyjoOIsVf2WsqYVEd5Todjhkcy6q2tZQTxuNJhPEjstmC6ytlxVUu4IlFWQAVCoViF+G+3tuArY8dKzau1Ie4/0N+vC7HUha4UtvHEkPFBMiHas4dnUVcZO5K5vOvoZSrs1QsZam5jdpa7O5unGHr39H6qejxOGia11Zva0q+ZUHicgAAbRZJREFUFFu3/7zjjfXzz1PsPiuRN3lRAlChUCgUZalEHGzvTE+jsRF706aCbVJQGNXVo85bCXoi4Yknu6+vUPwUKSETpJTlqpjIlWsNijRpNQ3OGbweYVlokQhaOIyTHgTHHncGcDFKvU/FysYE3dwwOlGlmPCtxIWsMoInHiUAFQqFYhdhazqB+CkldOQ+/78So6Z0cH+lYqTYvvFYFuUxTjpd0qJYbF2l5im2Rvl/PZn0Cj4XO5dfxJW7TjmHjP8rFccXXI9RW8uSrpuLXkex8wXnrDTpZKwvA6oUzORHxQAqFAqFoih+oeUXCOOxuhVLhigVSxe0IlVyTjmukmSTcYuPcbiFJcW6fQTXrpmFthctEkGPRgvONZarvdT9sLu7i24PuvrHk+XsWSV9lr9i78l4wwkUE4uyACoUCsUuzHgsM34LUvC4clapseYca23l9m9LfKF/DUXj2QLFpUtdc7nrLZokMVxE2hNW2SzSAV3qnunRKE4mU9a1uzXu1qALt+jYEl1Wip23lKVSicLJhxKACoVCsQuytS65bRVsWzNvsX3+eL7g3KVKnfj3L4idNaq8SimCVtDgnJUmUgTXLMf6RZR/nXo8jpPJuvF/mUzJdQWP889djHIlWYqJ3PEI7WLrKGUpVEwsygVcAVdddRXvfve7SSaTNDU18ZGPfITXXnutYIwQgkWLFtHW1kYsFmP+/Pm89NJLBWOy2SwXXnghDQ0NJBIJTjzxRNauXbszL0WhUOxEJtuz477e20qWNtme2ZpBsTTe+Ytl0waPl0KqEsFRbL9f/EmBM6YljNL3q5LrC4o//3FH66fyoZpzC/bpjfXoiXjR80s3crE4xFL3u9T2UoK5VMxhsZ9K5lRMLpQArIBHH32UL37xi/zjH/9g6dKlWJbFggULSPv+mK+55hp++tOfct111/HUU0/R0tLC0UcfTb8vHmThwoUsXryYO++8k8cff5yBgQGOP/547CLV6xUKxdRnMj87gu65Sq1b/v3FLDvFxvvj9Eqda7wCtNRcejJZ8jrGY8UaS1iWdJVSWjz5MWprR63XDhREtlat4c+9vy56vHQja5FIyTUWE2jjeT/944rFgwZjGf37g/egVPLN9vzioRgfmhAV5L4rCti0aRNNTU08+uijfPCDH0QIQVtbGwsXLuTSSy8F3G/szc3NXH311Xzuc5+jt7eXxsZGbr/9dk4//XQA1q9fT3t7Ow8++CDHHHNMRefu6+sjlUoxn5MwtdAOu0aFYmuwRJ5l3Edvby/VvlIdCpeJenbI54Z8Xypx/1ZiCatkv2SspIZiY8uJ0JJxe2PMUerclWQeb+21FI3p82ULe/hj7XyZuMW6gZRCTybRDH1U8k2xdZS7J+N1d1cS61nqmD/0/Krg91Oxc1AWwK2gt9f9w6qrqwNgxYoVdHR0sGDBAm9MJBLhsMMO44knngDgmWeeIZ/PF4xpa2tj3rx53hiFQjG9mehnx0mpT1Y8thK3YDnXYClKJQiUiksLWpPKzTuWoC03z5jWPd++4FxGQ33RceW2Of39o62Xw9a8pc7d4NielTAo/ordO7nN6e8ft/gLzjPWPfe/h+VEc7FtfvE3HqusYvujkkDGiRCCiy++mPe///3MmzcPgI6ODgCam5sLxjY3N7Nq1SpvTDgcpnb4D9o/Rh5fjGw2S9b3x696JioUU5Od+ewo99yoRChtK8G+vaXmHit5ohIhWel4YHT/3QqylL15dYOl1p2F05lmwfFaJILIW5itzQX3uVKRI2yn4Dq8ki7D1kC/MCtr0SyTtes/ptgcxd6DsUTheESgf/xYv4uKHYsSgOPkggsu4N///jePP/74qH2ar2YUuA/84LYgY4256qqruOKKK7ZusQqFYtKwM58dlTw3illxxirbUcmHdSkRV+zD/mjd7YyhmSbCskoKgrGyeiVaJMJDQ78p7Qou0X/Xw+d2HeXadOxR42Ucnvd6WHQHy7wEr8GoSWH39I6er1RPY2d0rGclost/70uNCe4v9nsxHne9YuqgXMDj4MILL+T+++/nkUceYebMmd72lpYWgFHfxjs7O71v9i0tLeRyOboDRTr9Y4px2WWX0dvb6/2sWbNme12OQqHYSezsZ8d4nhvlEjm2lmKWIi0SKSoSnMHBUUKqkvmKIbLZipNViv1fCq1K3cGlsDd2lt9fpDi2/zx63M38DbqWK4ndDM65te9lqTjJsRJ9xppzW++tYvuhLIAVIITgwgsvZPHixSxbtoy5c+cW7J87dy4tLS0sXbqUAw44AIBcLsejjz7K1VdfDcCBBx5IKBRi6dKlnHbaaQBs2LCBF198kWuuuabkuSORCJFAlpdCoZgaTNSzo9Rz477e27wg+0qTO8YrOoJIS5JmGFSacShdrmOtzy8mxiqUXMkc/lZnYwlOeT6zfSbW2nUgRMWxdqWsbEZzE05PL5ppulbCzV0F5xpr/XJfJUKs3BqD5yh1XLFxW2MlVkwMSgBWwBe/+EV++9vfct9995FMJr1v66lUilgshqZpLFy4kCuvvJI99tiDPfbYgyuvvJJ4PM6ZZ57pjT333HO55JJLqK+vp66ujq985Svsu+++HHXUURN5eQqFYgcxFZ8dpeLiSrmMy2XU+sWIjAkMxsaVFJg+t2cpN+NY4qTsWN0o4tLNA3gu6XJIQWatGanH6J/PqK/D7tpSNls2eH57Uxc4NrYvflNPJLzji4k9o7p6VPmY8VJMNJaKNyxKCbHun1/OqZg8KAFYATfeeCMA8+fPL9h+yy23cM455wDwta99jaGhIc4//3y6u7s5+OCDeeihh0j6ajz97Gc/wzRNTjvtNIaGhjjyyCO59dZbMYzyfzwKhWJqMhWfHcVEViXu10oyZ8c6rpTVKShCKkliCVqkRl2XdefoNQ3HCPoFoN/6Vk6IHq2f6tb0y+dxMhnsri1F1+Wf05w5A2dLN87gYMm4vGDB6+C9KSb+Sgn0cuJ9LJFWTsgWi1EshxKEkwNVB3CKoeoAKiYzqg7g5GQ8dQDHysgdK1N3LAFRyZhKslNLHWu2NGN1bBwlVIJWvVJirmh9viLrLiWstplABm8l6x6PSB/v+1jp+zsegnOqOoATg7IAKhQKxS7CSalPYmqhgli3IOMqjbIVVJrRW2r8WILQ6thYdHs5l64ejQKuW9dfn69UfF1B3OBwcktwu9HchLOlh4eyd5S8Plkux6hJQSjsxv+FzIISOsXWPVbc34Lwx8Y87pj4J0ZZNsc6T7F9lQrCoOt/rPkVOx4lABUKhWIXI5joUCz+a7yMFTO2LVa9SseVE7YewxY275hIBC2ZRPisfsWEib9UjaRkqRRNQwykvbUExaE5cwairx+tOoleVwuWhdWx0XUNDw6OKkcz3vsAI6VmwI0jDPYh9ieV+M9T6XtvNNR7SSrF1lDJFwl5LlXfdmJQAlChUCh2EfxZwOUSPSTeh3iZIP/tJeL8omeseYqKLkrX0ZOt1IIi1GuxJhwvg/ho/dSiQtKLCUwmcdKDResCjgwWo2L3wBV+1tp1OJu73BjARBxrw0gJIE+U+e5DMWtfsdZwoxJKfKVm/OLPfw8+VHNuQQxhJaJNisRi4q8UKtZvcqIEoEKhUOxiVFriQ46pVMSViysb091XRPyVcxd78/m6ZJQ6jxRLxSxcRnOTV7cv6MoNll8BvPhATySOIVxhxHporV3nbgiFIJPB3rTZOw+hECKTLesyXhD+WMH1QOmYQEkpQQt44q9cPOF4YwHH8/uimFhUEsgUQyWBKCYzKglkclIuCWQsMTieRJFy44qJmq05fzmhE5zbv92c0Ya1bv3IgECyhTlnFtbK1cCIy1SPRtFraxC53EhWr26g6W4HFn+cXTGrXKlr1SIRty6ibSOyWa+Ui1Fb6xbGrkDgFXVTB9YwljiUbGuWt3+O8Yg+eYxKApkYlAVQoVAodhFkEgiMP3N1W606lRQUHk8R4VLxhsWuq+i1+m0fuuGKv2FrnjZcXsfJZHA2biq08Dk2wgksSjfQY1HsbNYTj0ZtLXZvH3o0gjM46JaJSSTQG+oQVXEQAi1voQ1lEX39oBsjvX99ax5PXJ7IZtFMEy0cBsPwEj3GY7kdbwLQeH6PlGVwcqEEoEKhUOwqlOgd7BdV4xFhlVJp6RF5/rEyf8dyLZc7j7+siizWvNS6kw81fo4lm37hjdej0ZFxTc1Fs4uNxka0cAhr3XqcATfOTotG0AGtNoU2kMYZHPSyfdF1yObQdB2nOo7z6psY9XVgjLixPRe3cZq3RrktWFxartFviZSvi7l9K3Hjbos4G++xKglkYlECUKFQKHYVhGCpGLugcjnX4dHmGQUxd6UoZRXaGqvj1hxbCr9Ysrd0e/PqicTI/JrmtXkjnwfT/agMWrtEfz/2cIygnFe6irXeCFrIRE8lIed2GPHqC/b04qxwj7M3bSpYnyfchi2UdtcWz31td21x6xxu7HQTTYbP7cUqDlsi/9x/a0HsX7nM5eB7vSOtc8ryN7lQAlChUCh2cbYmWWNrE0OKbR9XRnIgdq/UcaXOq8fjaKYJuuZlymqhME467RWRlvOL/n60VDWib2DUPEZ9Hdg2ZLPF12OaOJks+Gr6ma0tYBiIgQHM5kacTV1o8RhOT2/REjPyevyxi7LItX+sP3vYSac5Wi/fIq6UCAxSqeAuFVdYLjFHicGJRwlAhUKh2EW4r/e2isYVi+sKumcXRD4+yrpUbI5gZm2peoBjuZ+98whR1GVdqjxKEFlkWR9utSfPbTQ3ubF5w3GAejKJsB20XB67u7ugiLFrXQthbelGr6pC0zTX9Zq30EImOA4kE5imiVNfjXh5uReXJ1JVaOEQTnUc3bILxJ1//WMlbvjXoicSaPE4Szbe4Lmvpfgrdu/LieTxxBwGjys153jjTRU7ByUAFQqFQlFRIoBfHJQrV7K15y8Vo7YgdpYnjILZtEFh6lkJi6AnkzgDAxgNDZ7rVc7l9PQihsvBgOuuNXebgzB0jIb6grXpySTEoq7lz3GwfXX2tHAILVXtir10Gj1kYsm4PNNEC4dc9+3zLyMiEe84f+HmgvX294+Z+eyk0+j+174OH2OJvWL7/K5wad0sdfxYFkS/cC7FSalPltyn2HEoAahQKBS7MFsj4irKsqW8xakSF/JYSQvFiju7O4q7iGUMnhR//nUbLU1Yq9YUzt/di93djdHc5Gb1DmfpapEwwtAxZ87A2dJdUC/QSafRcnkM04TaGqwVq9w6f4bhikbb9s4jS8BodTVeCRqjuQlN07A6NpbsSSytnQ8N/cazAAY7ffjvRzlXbJCC97LIfSwlRiupR+if37/vvt7bSKVSY65NsX1RAlChUCgUBYwlymRyQbks0kosT/L/QUvVWAkk5cb4hZofzTTR43HPNWrUpEayaZNJnC09I2OHXbHSXWxv7MRoqPcscgCETJx4BN00PPHmTmYg8jlELo+9bj1GdbWbCVyVcF3FkTDmnFnYjSmMDVtckWU73j0VjXVo/WnM2e2uUPTHPOoGR+unYra2YHVsLCrUShV9LhVfGNwXvL/bO1Zva13Miu2PEoAKhUKxi+H/cC8p0ALJFsXchOVERTkqTRwpN1cwkSG4LYiwrIKkCL+7Va+rKbD+iWwWNM0VjVUJd2NjHc5rbwGgxWLYy1ehV1chagstV8aeu7n/yVsYwoH6WsRry91M4EQcDB2noxM9EsapS6Jv6cdasxYtFHbnXr0e4jHXWgjokQhOLu8m3zg2ZvtMrDVrvfN5iSvDaOHQmP2Qt4frvpLknuB2FQc4uVACUKFQKHYRTkp9kkfEvd7rYi5C7wM84P4br+WmmHuw1HmLjfEja/eNVQewpFVwuH6e93q4/ZtRWwu6ViD+zJkzcHr7cPr73dg620bbbRbYDubsmdjrOyBkooVMnN4+xPC8ejyOsG2wbEQ8gl2XQK9JoFkOxp67o/X2Qy6PvWoNeiKB/dpy9GgUS5aRGRZtQgicrm4Y7jbib0WnRSIF4g/A6esvqG1YzBUs7+9YCTvBbaXGVkrwfVaWv8mFEoAKhUKh8AgKPb81cDwWP8+9GohPq0QElBWmvnmC5zZntIHjYG3oKJwwUMfP3tiJOXOG15tXT7hWPr2hDhEO4awdib3TqhIIXUdb24HV14exx2448QhaZIab6PHiq8BIdrGzci16XQ1mfQ12VQQnFkI3NIxMFnvdBjcRJGRits90y8wI4SW46IkE5PPoNSmcIm7sYhnO8rzSZVzQv7iIFbdcyZ1tEWilRH0xga6E4ORACUCFQqHYhRiPGy5YemVrXHiOrw6epFxyQKk1FBOfowszDxSvfRcQTubc2YAv1m+4dZtTU4W+udeNsdvQAZqGaGlERAy0pnoMwwBdR4QM7KoI5uaBgnUYtbUQDoEjECvXohsGelUCe9NmnHAYo7nJzRpuqQdDQ4+E0BJRNCHQBrMQCSNCBmzYXFCwGkaslkBBLKK0/kkrpt9iKMXfKOE1XOqmEkpZBscSc8HsbMXkQwlAhUKh2EW4r/c2Tqk5Fyhde69cYkclH+Zb+4EfFHjBGMPg2FHn0bSShY9lvJ+cz1qxyttn1KQQtgMNtWjrN7tWtlgUc84sRHoIJxbCjhhodgw9b8FgBlEbR8vbOPEIRn0dCyIfx9hnT6xUlNCGHqzGajTbweh2LZ/GzDacqjh09WDPaMCJmOiZPHZdFU7MJLymG6FriBVr0Gtr3LZyw9Y7o6Eee3MXon/A2+bPDpau8WAyTVmKdHIpFdNZ7N5XSqnkEpUIMjlQAlChUCh2IUrWfPO93l4xW5XElRXLAC4mBoFC92aQMt1BJEZNCpG3cNLpEXfwsDg0G+oQNUno07A3dnrn0mY1YQ7YCFMH28FurcMJGeSrTMJ9eZy9ZqFnLfKxEMZQntzMOoSpITSNwfYEoX4b3XIwu4ZcQbe5Dz0RA8BOhAmv6caJR9GyOUQuh8hkPJe5FomApoNujLKk+jt9yLIw21LSxytwPWwVraSEzPZwGQNYIr/V8yi2HiUAFQqFYhfhpNQnMbUQMHapl3IdJMod439dbEw5xjrG63073MVjvILHn/nr1f9rbIRUFSIcwqqNE8pbBXGLWtZG7+nHWrsOZ7+9ccIGTkgnNGBhRwzCnWkwNEzLcd244PYSDhsYGy3QQHMEWscmhGGgZVxXr5bLY+TyOMkYWiaPiIQxGhtw+nzWvWwWzdAxdpuFWLuhQPzafX2eCDSqqxG2PWYXFChf8LvU+1zq98G/r5zluJJzKHY++kQvQKFQKBQ7n535Aby93X2lCiSPdT5tOBnE3ynE3rQJLZNDSw8RWrcFa+VqNyawoR5zRhva2g04vX2Yu81B39yLnrPRczZOWEfPO4iIgTB17HgIpzqGZjkgBFrexkhnMbvSGK+uQotGob4Gp7kOpypCbmYddn2VOzaXR+/pd8WfXRibZ3VsxF6+AieTQY/H3eUPl4yRFkC7r68i8bc1VPJ7sjXWwWAhaMXORxOiAru5YtLQ19dHKpViPid53+QVismCJfIs4z56e3uprq6e6OUohpHPDfW+KCYj6vdzYlAWwAp57LHHOOGEE2hra0PTNO69996C/eeccw6aphX8vPe97y0Yk81mufDCC2loaCCRSHDiiSeydm1hTSfF5MCorsac3e6WlSjRV1ShGAv13FAoFJMVFQNYIel0mv32249PfepTnHLKKUXHfOhDH+KWW27xXofD4YL9Cxcu5H//93+58847qa+v55JLLuH444/nmWeeccsLKCYNdl8fei4HoVBFweUKRTEm23NDxgCOFasnCWaVlmozVupYOf94S8iUKjWyLXMEMaqrcbJZ9Fkz0HJuEoLo7nU7cDgCLAtnII3R1ICIRxHxCNpQDicRZWhmglxSxzE0GP5+qNkCzQEjJzCHHPScg5F3MAZy6BkLJ+6+r05IR8/Z7hdLy3FLwKQzOCvXIvI59EQCLRrB7tri1gocHMTpGxjzvpdNkBnjPvnfo/H8bvgp104u+Dq4TyWBTAxKAFbIsccey7HHHlt2TCQSoaWlpei+3t5efvWrX3H77bdz1FFHAfCb3/yG9vZ2/vKXv3DMMcds9zUrth6jthagaE9RhaJSpspzw99JQpYdgdEf6nosiiMchGWhx+NFa/yhaehVVV7P4O2FXIt/rePFbG1BZLJunF1LI6xai/3GWyP7Z7e7LdviEawVqzDbZ+LUVpFrSLiJHMkITtggH9exohpCA90CMyvQLVf4AWgOhAbyaHk3ni9fGyPTGCEf19Ac0G0IpW3CW3KYm/rQsnmE5YogvTqJqIqjzWqFzm7sri0jsYs+/FnApQR2qb7IfsplgVdCpaK81DgtFHbvuWKnowTgdmTZsmU0NTVRU1PDYYcdxg9+8AOampoAeOaZZ8jn8yxYsMAb39bWxrx583jiiSdKPsiz2SxZX3BvX4k6V4rth1FdDa2NiJCB0ViHWNdRsr2SQrGt7OznRrEPd7+gsrf0lFyrv86eFH9GcxNicGgkMUMIV2Qx0t7saP3UksJNWhVLdY0I/r+o+At0vCiGOXc2oq8fLRqBWBTR3YfRUI/T04s2owWtbwAs2+3uYegYu8+FvHsu3XbQszZ2zGRgRphctUa+CoQBCNAtDc0GI2tgZAV6HobqDSK9DsIAx9RGfsJgZAGhA2HMLh0cN3FEj8cRdSno2ISWiCKkZdJX66/YewHFReCSrpuL3otSljn//vEWcS6WJVzMkhss8yPyOe7rvY1UKoVi56JiALcTxx57LHfccQcPP/wwP/nJT3jqqac44ogjvIdwR0cH4XCY2mHLkqS5uZmOjo5iUwJw1VVXkUqlvJ/29vYdeh3TCn/snj7aVWbU12HUjH7o2H19OK+/hbZ2I2zp2WHZdQrFRDw3yhVYBgo6RAT/PvRo1N3eUO9tszd2jsrKDborlzp3IyzLja2d0eZ2xAiMPVo/FaO+zvt/pcg1lR2TSCBCJnbXFuxNmxF9/dibNmGtW482ZyYYOlbHRoiEyc1pJDOnDquxGhyBVR0lHzfRMxZGOo8dBSsGdhTyVYJ8SpBPCqwYWAmww67I0xywYhpC1wilHcIDNmZWEOtyCPc7aA6YgzZWYxKnIYWx+1ycwUHEm6uw95iJNpSDfA5j7z0K7pe8n34K3lPd8CyGld5Hv3grZm0shr+g89Z2iZHnVkwMygK4nTj99NO9/8+bN4+DDjqI2bNn88ADD/DRj3605HFCCLQySQaXXXYZF198sfe6r69PicBKCFoEirQ98jeHl+iJBNqcmTixEAzlESvWbLW7SaEYi4l4bkhLXKkPbL/Vxl83D0bq8EkXcSk003RboPW4bdXkuey+Pujrc4VlEaudNhz/aNTWgm2jJeKIoaFR69CjUbRw2P2yFoh7K2pptG3E6nVuGRXHQUvEQV5DNodYvxFjz92xk1EwNGJvdIJlY7fWkWmKIDTI10QJ9WQIpQV2SMMJgVvkD7S8a9UzByHa7WBmXJewnnOwYzq5pA6ahplxMIYcYqt7sVMx7KiJ0DXsRBg9bGLObsfZvAVz5UZXkAL09GLU1pa0iI7CsRGO+wU3+IwrVcfPz0O531XcFaTY8aXa/FUyl2LnoiyAO4jW1lZmz57NG2+8AUBLSwu5XI7uQDxGZ2cnzc3NJeeJRCJUV1cX/CgqQH6w+D4kpdVCM02MPXd3fwKWFWdwECdqkquJkG2pgj1mu9X4FYqdwI5+btzXe5vnTpT43XXlPpzL7ZOFmbVQGKOxEWFZ2MPCRQwNubF1DBddZrggs6a74RYAmuZ2oMjn3aLGloXd14e1oQNnKINRk8Kc3e4er2k4mYybqBWPe3NLK7/RPmPU+pxMBi0cdv++MxlEeKSElpYeQpvZSr4p6Yq07iFEJExubhO5mggICKUdQj0Z7HiIfHxY/Gnuj2YPxwEOQWhQoAm38DMCctUG2aRBLqmTqdUYrDcYbAqRa0libO4n8uo6Ql1ueIkwNOy6asTb53jiz5zRhp5MYvcWunv1RKLs+7TUubvoF1xJqbp9Y4kzvzAMjg++rrR+oCoIPXEoAbiD6OrqYs2aNbS2tgJw4IEHEgqFWLp0qTdmw4YNvPjii7zvfe+bqGVOa7RQ2BOCxt57QG3KdY/Mezv5xiqcqggMuzuM2lrX1bL7XIz1XURXbiGythd9c29JF3C5h7BCsTXs6OfGSalPAqXj68pRbpzT3z9i9du0ydtud3cj8pabXQs43d3D7c00cOyRODYhENks9uYutGQVeiLu/n1pGiKXg0gEEY9CPue2U6uvc8VRSxPoOuacWZ6VX4TMkqEdHn0DABh77o5IxNDSQ2627kCGfF2cwT3q0HM2dtQgH9ewIxr52ii9u8fJ1mlkGgXZeodso02mxWao1SHdLuifrdE3W6d3jknvXJN0i0GmTiNfpWGH3XmEDrmUidWccp8/uTz6P19CH8ihpzPo6QzGO94O4LqoTROzuRGz1U0UWurc7cUkl+rj7H+vjqk62xNafvduMSFXTOCpzh3TF+UCrpCBgQGWL1/uvV6xYgXPP/88dXV11NXVsWjRIk455RRaW1tZuXIl3/jGN2hoaODkk08GIJVKce6553LJJZdQX19PXV0dX/nKV9h333297D7F9kXGFpkzZyBsB7GuA2OPuTiaRnhdN6J/YMSVJRxEJES+JYkdqUezHMLdGXhz5ah5vVIYtu31zVQoijEdnhuVxncJy8Lu7kZPJr2YwFFlZCIRNwlDq0ILhbA6NmK2tSIyGbfsSUszOA4imUCPRtDCLa61zrZhS69rVWyod124lo29bgP6rBnQ0z/i8nQcCFjtzZkzEJkMYnAIvbYGa916jD13B9PAfm05+ry9sKvCWDURjCELzXIYao2RTRnYITDyOkLXXMue44o4JyIQERs0EKYGwkCzQbM0tLBrFUQM/wB6XmDkQBMgNA0rZmDUV6P3pt34yM3dOH39aDNbYf1Gb+12dzdmSzNO/wB6MsmHmj4/rvdMJusEy73AaFFX7HlWrAxQJe7hSly9coxKbpwYlACskKeffprDDz/cey3ja84++2xuvPFGXnjhBW677TZ6enpobW3l8MMP56677iI57BoB+NnPfoZpmpx22mkMDQ1x5JFHcuutt6oagDsY0deP6O5B7DkXAeg5i4F9moFmEm/WwaYt0FSPls4QshzsGVXkakzsWILE4FzsV1x3nNHYiL1pk9vI3ajC7trillnwPzB1o2i8oWLXZDI/N0p9QJeK2xqrzpuknPhz0mlIp91Y21gMhMDe2InR2OAe29OLk81izpyBs6Xbzc4d7p1LMoFRszt0dbvZuo6DUVuDXZNAFwL63XlFIopu+f4GdQORqoJEDK2mGqFpmHNmkW+owkjn0N69L4PNMTQhCA1YpGfEcEzXWqdbbm2/UNom3DWEHXbLvzhh98fWXSeaMahjpnVC/RDudxWf0EEfFny6BaFBB8fUMLLD+w0NYeqI9JB77elBnMFB9A2jk2qsjo1uFvPASNkdLRIZs05isVp85RDZbEGm7li/A+UoVk6m2O+WYuJQreCmGKoV3NahHbAPVipCeFOannm15BMasS6bxIo+htqT5BPuh2kobRNbl8aOhXAiBpE3O7HWuF0XjOYmNE1zy0a0t2G/8ZZXZ0tZAl1UK7jJSSWttooV6d2aIsH+4wtqBQ5/OfJbCGE4VEPXiv79yFp3+jv3wk5EMPsyaFt6sTdtRp87CxEJY9XGCK/pwuncDG+fgxM2MDf386flPwLg2N2/il2bQLMctJyFNjCEqE6Qa0wQ6h5isD1JPqET25ynf2YYKz6czNEzbN3TNEJpm0jHAD371DDYopOpE+TqbQg7YGvoQwahPo1Qn4Zugx0Gx5T1ACG+yaFqTQZzUz9OdYxMcww7ohPtyhF+bb0r8FqasTZ2DsdGVnmJL0ZNCmdg2ErY2IiWiGGtXO3e0sC9lPd4a55Hwfe22Pvkz+4uJjr9cyyIfJyHsncUPVfwd0m1gpsYlAVQMe3R43GciEF4U5rB2dVYUY1oj4ORFfTvkXILuA462BGNTI1BNlVNfGOeyLNvYXV3Y85oQyRiiHUdMHsG9PSCrrtxRray9immHsUsMeW6fIynQ4SfoPsRhsuM+CzlWjTixhCGwmjhEE46jTmjDWvdeq90DLZAz1hoPf0QjWC0tmDXJMBxMPsyCNNAb6zHDhmYG3vcTh7DiGgYOxbC7MmQba3GyMRdd64tsGqi2BENIy/obw+Tr9LQLDeDt3sPE3SIdAsyNTr5qhS5ao10m8CuyxNJZgmHLYTQyGZNsskwuZSJkXEzg4XhrsGq0rAjOno+Qkx3k0zCPXnyyRB2xEDk8+jRKHZ3jxuzLGxP/HlxxoYBloVmGqCPhO4HLYXynurxeKFnYhiztcUtgzOcJe0X6MH3dFRpn+FC1ZVa7x7K3lHS4qcsgJMDJQAV0x4nk8Vc24XdUosV04l3Wgw2mwy0GCQ6bXJVOrlqDXMI4hstctUGQ40hwrNb0QbSbnB6ewNmfxI7EsJoaXIr18diiPSg63bK5bepQ4FCMVGUyggt5gYsNb7Y8aXGL+m6uXBbPu8JEZHPYbbPBNNwawLarhjSV1gYdbVuYeR4FM1x0PuGEBETNA2rsRrNdtCzFnZDNZrleNMLU/eqAei2gxMxcAzZkcPxavXZvqYl/bN1rITAGHKTN6wasKM6+aSGnbQwYhbhsEU0ZGE7Gratk5ct4RxwQgInJNw0SwFWXCOb0kELEzU1zL4sIcDckoaGOvRYzF3rwABaLIa1ocO9J+m0m6iSimFsGYD0EGLzFu8eLwh/rOgzx+7p8crsGDUplmz5pfdeuBZXV4A7g+7zq1ih+1FFnO3fj/lel0K5ficnSgAqpj+OjdPbR3ZeG+F+m945ITL1GpFuQd8sg0yjQBhuOYd0a4i6V22EAVYygvaed6ANZBGGjt3mJoc4NVXoHV0QCrn12KIRnKEMejikBKBiUlOsF/BYlLPiVCoGy2YQZ7Netr7M3LfXd7ht59JDbtawYYBpQCKFs3INIpt1k0FqqnFScXTLQcvbWDVuUWize8ibX4QMN8s4FgLHFXLC0AilLTL1YTQHhObG6mmWIJfSyCcFek7DyEC2huGSLxqDrQ5a1AahkcmEyOdNHEcjlw5jbg5hDmiE+yBf5c7hhAVGRsPIunGA2WodKxomFtaJdA6BruNETXRDByFwWmrR+zMYThNaPIYWDYMjEIaONtyVRFgW6Ibrpo3HR2Irh9HjcfT6Oi90xe7pHdV5A0YSPuSx5ux2rFVrCt73Yr8n5er+FXvvix2jmBwoAaiYXviLy/rcTHp9LZojsMM62VoNI+c+pDNNAs0GM63hhN2q/v3tBsm1NvlqE8fU0OrCrsumJkpkQz9OPOwKP9NwMw51A4RTZlEKxeSkXGHgcq3ZJOOx/ki3brHj5BiRz2GtXQeAnc161imRzaKnqhGbNqAnq7BzOezNXRhCoEfC4Dg40TD6kIUTNgq7AAGaLbCjJnZER5gaQtOwIwaaIzCHIFvt9vU1csPJG3lAEwy1CjRLw0xrDMy10JN5IhELw3BwHI2QaZOKZaAGttTEGeyPkOsKU/2mjm5pWHEwhjRim1y38lCjjmZrWJEQRs4h9H8r0GfPcAtQA0bPIFo25yYO5/JYrTUY6RxGOuuW0olF0Rvr0W0HLAunr999naxCZHOuKz0cQgyUaV2pGyy17vTuu/RcSPFXLHGklDW4VNeQ4PHBFnDKEjg5UAJQMfWRro7hLF2juQl7Yydma7ObsNHW7AZy92RJ71mFkQEnDOmZDsaQRr4lhxbPk++IE+nSscOQSekIXSfa42CHNUL9btmGiGWDEGi6jpDxOLr7YSNsJQIVilJI8ecnKCoLkkbAs07pySSEQ6DrXukmo74Ou7sXQ9NcMVhfhzOrFUOANjgS/+aETeyYiTmYxwnrOKZGLqkT77CJdOcZbAqTrdHQLQj3O25B5ghYSTfJQ+83ybVlqKtJI4RG2LRJRrIYmkN7oofd452ENJuN+Wpe6Wvh1UgT6VyC+HptOOsX4ptshuoMHBNEGEJpcAwN8Y7dyFVHQANjyAJDRyRi2K216BkLPe/gREy0f72OFo+7z7U5s9zOJraDFovidHSi19ZAUz26bRd0TSlqfQ1UKSjmtajUqre1Hg8lBCcHSgAqpjyaYSAsC83Q0UwTLRTCaKhHxKNo1Qmcqiha3kZzBI4JkR7BlncK0AXanEHmz1lBwsjx75o2Ov+vBTOjkU9qOCZEe4YbvoPrBgJwcAu4ahqaMRyQLUTJAHqFYrJRziU3YW27NK1A/PnPf7R+Klo06iUmGDUpnL4Bt5j05i6MhnqcOa04IQOjP+sVegawYyZooGcs8s1RMrUGdsQtxmwOOgw2Gtgx0AYhm9KwqgRWtQ0RB3I6oi7HzKYeYmaezYNxUpEMqcgQjtDYp2od+0bXkNBydNgpDBw601V0JmPYEQM7KtBsN45QE7idQxw33CTSkUbEQjhhHc0RGIN58g1V6FkLzRboXX2IZBytfxAnHIaWBsxIGDGQRjNNtyRVNIqTyeBs6IAN7vXK7N1yrvdSVt7gfjlma38PtqWMjGLHowSgYsojbBs9Hkdkc249MSGguQEcB6s2jp53yDbE0G2BE3bjfZyw+2A+dM4KDq95BYCsY7K2vonoJgNhgBMaeVhrttvXk9Dwn8xwTI4IhcH/LVjVAVRMYu7rvY3q6uqt+iAuZbUpVT5m3JSoSOb1EfZ1GAHQU0nI5bH7+tCiUTTLQURNN1YuOdKlx47ohHvcDiLZaoNctftNzopqZGpMrMTwMyEEQ02Qr7HBdNCGDLChpi1NXXSQ3lwUITTmJLtwhE5XNs5u4U7eEXKtkFHNYl2kllgojzAd7LD7HJFfHIXulpfR84JEh4VdHWGgPYaZdYh0DbuuAasqjJ6zMUIm9suvY85uRwwNuddlmtgdI0Wig32Q3Y0jngjpQq80Fm88Iq1S9/+2FIpW7FiUAFRMbWTdq1gUMZSBhlq0/jROPIzeO4gdNdFzWXIpE90SWHENIyMw0jrOzAxvi2+ixexlUEQI6TYIyNZCdLhBiG4JzCwgBGbawgmbaLbtun6HMmimgdOb9tzQmmEglABUTHKCMX/lPqi3R6u44DkrHV9yTCiMFo1g9w9g7D4XHIGWtzGytutGjYx8tGkC7LhJpimCFXOFmJERWFGNXI3mfdGzw5BPup4B8jpmv06+3iJs2vTnI2zormb/GevYPd7JgB0lYWaZYfaQ0sM4OMR1C0foDOVDYGsIwz0XgG67vYE1C4yMe770zBh2WCPcL9ykFVPHjocwMpabzbxug/tcyeYw2mdgvbnSyxYudp+0ULig9MrR+qlu7+RhN3qlJVnG87tRyXsX7D7in1vyh55fjWt+xfZB9QJWTGn0qNvySQuFEHkLwm5mrjDcr91OWMeOmlgxjXxcx4q62XiRbo1oLEdIs8mIEF1WFavTtWiW6wIyMoJQn2v1i3TnwdAwB3JgaOj9w5X7e/vAMHAGB9GGuzIIVRdQMYXxB+oHKeUKDLr5SiWUFEMmEejxeMG//mNHHRMKQ201Tn012p5z0RyB1ZB0s30dBxEysKsKW8FZcYNstYET0jCHBOF+gRNyRZ8UZnZUDtYw+w3ssECPWQzmQqzZVEs8mmP3xCbaQj00hfqYFdlCXLMwhhNO+p0QG/PVbO6pQsvr2FHhCcB8XMeK4bp6cwKEwBquP2gO2Yio6VpAh7ONtbyNZhjoVVVuP2TTzWQucJEPn/do/VR3TKBFG4xYTcdK5ql0WzmCvzvKwjf5URZAxdRGtsMyDLebgOH269RsgQiHcEwNJ2y4wdj2cKkJG4ws9KcjrMrUo2sOq4YaeGVtC07EwRgy0ASEBgVG1iG0ZRArFXN7dsajOJu3oNfV4AwNoVMLgJCFZ5X1TzGJKVYGptwHdSVu37GODf7fj0wiEHnLjePr6fXi2rRIBL0q4SZ61NeBcLA3d6HvMQcRNt2/dXTs+qTbX9fUEaaOHQuh++oAhvrzDLa4gtDICEJDgki3TS5poluuNU7Pg225GbsMGeg2WNUOpi5I90dxBkI0NnUR1fNknBD54cDgXifCFnuIQQFv5mfwYm8bdk8YDbBjrqDT827vYM1xnzvhtIMT1t1+woYbi6jlHcychWYJNzs5H8IwTbREHKu9ES3vuPcgb2HLvrnDLvOCjh2BEJRSrl+/VU/uWxD5uBfHvL3iQCtpJwhwuPaRrT6HYutRAlAxJRlVdHn427A2LPIQAgxtOOja3RYadAildYys6wqOLI/yaOJt/DvRRkdXCn19FBERxNe75RtiXTaa5aB3D2ACTudmtKoE5POI3j6MZBKRHU78UMJPMQUJCrntEexfjlLF0kU+5yZwxWLo1UmcdevdLju2awkT/f3obS2YoRBkcmjdfYiqOFr/cPjFcJ1AEQ4hGqrQ8iN/j2I48UK3BJF+ByMj0CzHrc1nC68GoGNqbsmXQcgPt2K2LR0xZICAdD7M+mwNg3aYPitGRM/zkjGDTruPLXYVf+t5O/9eMRPNdid0IgJjSCfUL9z+wxn3+WRFdMys49YddMAOaa7VbzCL3ZQAXUPP5NFS1YiqmDvOtqGuBvuNtzBnzkBkMm7yS01qpGvIcAZ1MJPa//6Uc8MGk9i2R63IUudS1sHJgRKAiqnJcGskD01zPzCGm8ALU0fvz6DZwo2pyYcx0zbRLTqhQdf944QF2vMpNpspDENgRwXx9boXExTutRAhHdHbB1u6RxrZJ5PYPb1uuZnOTSUWqFBMPmQSSCVUmik8nsLAXguyYSufH6enF72+DpHJuK5hw8DuG3ALrAuBCJloIoKIhLDfWumWhmlphM3dYJpohMnPrMMYyqMPjJSB0WzXkh/uc0BAqC9LtiFGtMfxLHNWTAMHwmnXRdv9dsONE7ZDGIM6obTG+ngtWcskFsqTd3R0TbAiXk9VKEvnUJLX1zQTWhfGjgqc4exfM+12GLLDENviMFSvY2YEZrdDLqG7mcHgundrEjhhHXPQRsvbiKoYTjSMlQihh3TMvI3RUO8moMVirmhMJDCaGrBff9MTfX7xV0zgj1XPcWvj/iqlWLLQfb23kUqldsj5FKVRAlAxpdF8BV/FsMUAy0JoGlo2hzlkow/kiG0OE+rLEYkZ6HlBpNtgsBVy1QI0t9hrYp0ODlgJSKwTOGEdPeeMuFyGke4WMZAumbmoUEwFJqpArxR/fjHgZDKIjZ3u37EQYFmYs9txNm9BpNOwcRP2QNoVQeD+rfcN4AykXeuVphGWzwN95Llg9mUwnnsNJ5PBnN0OuTzRfC16zwAiEnYz+y0bu9btEdyzR9x11W5x4/g0AfmEQGQMNq+twUi7xZyFLlgfb4CYDY6G0W0S6tfc2D9NYGR1It0aVtyNOfTWMyTAEZgZgWO6beik+9rIuq5rJxFB7x1Es200IdwYv7CJVl+LGH7mGHW1bncUTQPdQI9F0QwDu7/fTUgr09sZRidnbEuJlmCx6PEIyKP1U7FEfqvPrdh6lABUTEnEcFskLwbQskbEmG2j5yzQdcy+LCJiEH9pAyKbQ6ufQ6bWIPWWhZ4zyNa67pdItyDc7zDYpBPtEsQ7Lay4TtXaPqiuHiUCgaL9MxWKqUrwg7uUOBgrizQ4PjhXuXF+93DwGOnqtIbLoGiRiNsurbcPkcdtIbehw60JGhlJArFfWY5RXYVZk3IF32AG3lgFzY2I1evQG+qxG2vAEQzMiZMb7goS7xRka9z2b06NhRG1QGjYTohop0mmxcaszmGGbHJZE0QIKwZOVKDndMLdOnoOEG6B6UytgeZAaMBGGBpGzrU2OiFXBDqm26IOAdn6KNGMhZ2IYPTlwNTdMjfDvY/RNLRNApGIud6O4Q4hZLIYkQginR6xBGoaC2JnIbIjVtFi799YZXzKJQdVYgWesPqSipKoLGDF1CRYzT7jPtw020FLxDE29yEMHWO9W8/F2dKNvWkTsQ1pNAcytQaJToeWf2ZpfSJDcq07X2qlTaLDJlNnEOq3EbqOmNO2c69NoZgEjKf8y1hjj9ZPRYtERn/wB1q2+Tkm/gmgeJbxUudu7O5urBWrcDIZb4yXVBIQO1oshqiKY7/+JtSlYI/ZiGgY+4A9yc9qYHBWgqG2GELD7cqRg3CfQM+DCLleAoSGk9fRs7pbz29Ix84ZZNNhRG/YdfXGBHpGI7pRp3qVg5ETxLoc8gm3w5A5JFwXrwAzbQ/XBnQwB3JuW7qBPLrtEOrPo9k2xmAOzXG7kzhRE3QdETLQsnkwdLAd9C396NVJsGyEZWFv2oQ2ewZGTcp1kwvh3Q89kcCcO9sVkKZZ9r0rtU8LhUu+Z1sj7JY6d3Nf723jPk6x7SgLoGJKIx9sznB1fDE4BMkEzso1GDPbsDZ0YOo61uAg5pxZOI5D9fJ+BmcmyCd0rGjI7QWccUgtH2SwLcZgg0GkzyG8MU2+MU64U1n6FNOfoNturLqA460bqBlGodsx0JM2iHQTB7OJjdpaMM2ydQL9IsVsbwNH4Kxcg55MomWy2KkYIh7Gjg33BzY0IlvyaLaJFXVFaaTHIlsTwhjSsUIGdtZAy+qE+jXCvQLN0sn3RtzYwV4QJlg5MDIaybUOuiUIDzg4pkY+rqHnId6Zx4obGDk3HlGzIdqRRstZ5OsTGBkLK2KgASISQmgaGJrby7gqTGjzoNuqLhnFHIxDJuuWvurPQSaLGBrCnNEGPf1YvpZwMBx3mU7jrBh5nslC0d591jSW2r8f9X763+timcL+sZJScaKaaaKFwziDg8oSOMEoAaiY0kg3h8jn3OSMjZ2YiTkI20Zs6UGPx70epPnWWjLNEbcS/0o3TiZfF0ezBeE1XeRba7FDGtFeh+SrvdjVEcz+HM5rbxbNrFMopjPlhJ5fYBXLMC324T/q78exx3Q5yjg2o74Ou2uLuyMcwt7YWXLdeiJREJtrrVozsq+1iXx9FWZfhnyDW3MwNGgR7cyBA5n60HDWLQjDTeAwBzSckO6WdMlpGBmNXBLsiJthrA9XnIl3OJhZt+CzOeha8bINYbLVOuaQoGpdDj3voIV1wut6yc1IYWRstIEhnJoEetbC2NyHloujZfLuNcTC4LhJbaHNg26tQ03D3DQckmLZ2I0p9GgY+5U3MOfOxunoxBkawmyfiYhHsV9b7haEdmyMqgT25i7M3eZgvbXSs5h6750QRTu7jOXiHauDiD+8INhDWMUAThxKACqmDbIvr9i8BT0Wc+P2dMPbb/YMYlSHsKM6mdYqIpuHiLy6DqtjIxYQ0jRS6SzaYBZRFcPoy6Jt6IS5s6CnH5QAVEwjxqrxBxT8/fgJJhcUE3/jyQ4OHi9fy/N44g+8WoHFBIeeTKLXpLDWrC3YLsvPaH0DhLI5RCJGaH0vbOmB+lrsugR21P04dEJgxzXsiIkd0VwPQdrt7KHn3DIxwsDN9o24lj/N0RjSdYwhQbRHEO7Nka2PkK020PNuSanwxn6EYWA6DiIWRrME0XW9EAm7nYY6+0DX0dIZ7OUrADAa6rG39GDOaEVUxdC7B7FWrcEC0DSMhgaMjT1Ya9ZiNDdBLo/e1IAWDsFQFmwbc7c5iO5e7O5u0DT0RALrrZWu9W9wEHNGG9bade75amvdcYH3xG8pLBUrOFYM4ViZyIqdjxKAimmDkx5Ci0QKhZ8/VnDdRmJbetHiMZxkDBEyELXVMBxULvoHIJUg35LC7M8iXnsL9tzNnSbQh1ShmO4UswCV6gZSyVxjnaPUvqA1UWSzCN8YD93A6e8fKYrsQ4/Hsfv6vAQSY+890AYGcXJ59FweHEE+aQ7XAgQikK1128QJA8xB1xoY7hVEeh1ySR2ha1jDndk0B3DcLkOxTXmGWqLDbl9BctUQxkDWddtu7HG7ByWGCw329qPFomhaHNHb72Uva6aJ/vbd0DI5DFx3sDaYwdnS412T2dyEsN3+5OacWYgtPRAOY61cjVFbi9XbB46N2dLsJsbF4+7zsbt7xKI63MISXJEnxV/wvQkmvG2riAsKx76+PlUGZgLQhFB1LKYS8g9lPidhaqGJXs6ko5Sr1mhuwtqtFTtmYmQsQqs3e996vTG7z8WpSaBZDrz6FoRCaM0NiPUb3XZvY5RVUIAl8izjPnp7eyuuN6fY8cjnRqXvS9CSU8qaV8xd6B9TzCJUzlpYMM48o2SB9ZICxNcJwz+3EcjkN6qrYWYL9suvu2Jpr1lkmtzwEASkW00ydRpOGBwTzAxEugTxzTbRziz56hC5aoNclT7S5SPvVg8wBi0yTRE0RxDdmMXscV23WiYPIZNscxXhzWm3s1Ak7BazBqwNHd76zJZm98vpuo2uy3tz18glxuNoM1qw31w13C4ugRYJg2mCbSMstxSWVx4HN2NaZLOYLc2eCDZbmnH6+tFT1TjdPaPqMgbvtVdo2mcNrJSxOsmM9/dTsX1QWcCKaUWpOD17YydmXwY97yBCOk5NcvSY5SsQT7+I8/zLOJkMTn8/9vIVBXGGCsV0RWZ9jlUoeCz8VsJy7uWgQBx1joCQk//qiYQr6hobMWpShcc6NuiG2zbNP1U2W7BNa6hD6Dpm+0xoayJXF8aK6WRrDOyYTrRnuFNI3v0BsOIaQ3UG+VSY2OpeIr020R4HzXGthPm4xlC9iQjpJFYMEOvIYAzl0frS6AMZNMsm3xAn3DWI8+9XEYmYW8ePkdI2EmE7iFXuF1QtES/Y5wwOYr/xFjg2whrOBjYMrLXrXBFpWWhViYJkDZHNgm5gdWx0k0SGz6nFYzi9fZ740xOJgnMZDfWjYjhLiT/Z19n/Psr5/JZk5f6dPCgXsGKXQaxYg7nafeA66SJWwupqnGy2ZL0shWJXoWxcYJFxlXyoV9KPtpxlMVi42B4Oyyh2rN1dmAErsllE2E1c0UJh8s0pt8AyVejpIYSWQnMgV6VhRd14PyMn0BzXCqjZbis53XbFnlUbJ5syGGrQsWIamuNaAbU+4fbzTYTIJ0NEO2zE4BD53ZuxIwZm2kLvGUBvnwl9aexNm9EMA7Ot1c3mHRxCi0WxN2xET1YhhjLYq914xqJt9ITA3tIDju11V7G7uzGMEdtO8D7LpDigwLKohcKjxJ29uavATRx8TwqWUqSGo5NOj+pPrJg8KAtghTz22GOccMIJtLW1oWka9957b8F+IQSLFi2ira2NWCzG/PnzeemllwrGZLNZLrzwQhoaGkgkEpx44omsXVsYrKzYMZhzZiH2nAtva0evqyn6QBJCoBnFg94Viq1hqjw3SnVu2Jo6ceWSP8rFEGqhcMGc0qIUJHi80dyEnkwWrsf/9z0cDyyGhtBCYfRY1M3oHcxh1UTJzazDyNiYg67VzzFda55jauiWINQniHY5xLoEsc0WCHDCBroN5hAYWTAygtCAILrFLUjvRAyimzPw4huI2a04pk5k/QChdVsQgxm3W9HAAEZDPVqyyrUGWjbk8lgrVyOyWezNXYhc3hNfnsAK1k50bJY6d/Pnwdu9TWKo0J1bVqAPz1fUw+GzpurRaOGueHz0eIr8Xgy/F8ryN/lQArBC0uk0++23H9ddd13R/ddccw0//elPue6663jqqadoaWnh6KOPpt8XkLxw4UIWL17MnXfeyeOPP87AwADHH388tq2+He1o7A0b0fsH0XIWOMXDXp3+flXqRbFdmazPDb+7t5JWYGPVBxzLYljKBeh/LQWIUVvrvh4WPOXcz0ZtLeTyRRM/PBwbo7nJnU/XELaN+fpa7KoIVsIkWx/CCbtlXqI9tuv2tVyLn2ZDeEAQ7bapWpnGHLJxQpo7dlOOqvV5at7Mk1xnk+iwCG8awsjahHqzGJv7MNrbwHGIvrQWPT0Elu1m6Oo6hNw2dFosirNiDZgGIptFj0YxalLePRkltIJh+5o26n4Xe46Ven/1qir332RhWMxS525wbOzNXQW9m0uW9Sk2d0A0GsPxfVubTKTYvqgkkK1A0zQWL17MRz7yEcD9Ft/W1sbChQu59NJLAfdbe3NzM1dffTWf+9zn6O3tpbGxkdtvv53TTz8dgPXr19Pe3s6DDz7IMcccU9G5VRKIYjKjkkBKMxmeG/J9qSRhY6yCz5Kx3MPBcTIhQeJ/7RcawTVVYkEqdR1e/J9uQGMt2lAWu66KTFMcKzFiB9HzAmFoZJM6Tgi3pl9GYOQh1G8P1wJ00AREV3ThVEXJNSawozrGkIOes9GGv2BqjoB/voRRXYUWi2G31aMP5tC6+9wED02Drh7szk2g6Wgh07sPwaSVYm7UShJx/Bi1tSzpurnsMV6CR8DtO9a9htHvqzynP7O42BygkkAmCmUB3A6sWLGCjo4OFixY4G2LRCIcdthhPPHEEwA888wz5PP5gjFtbW3MmzfPG1OMbDZLX19fwY9i/OjJJGZL80gjeYVigpnI54a/pdr2tMSUm9Nr15bNlhxTKhP1aP3Uki7hShDpQbR4HBpq3Li5mio0y3ELMzvDhZ91ze3Lq0FoSLiJIDm3C5zmCFfkZRzMIZvI+j6wbXINCay4gR12s4GdsIEddRNBjL4M+rw9yB3wNpymWozuNHR2Ybc2IAwD8pZb0FoIN6HDJ55ELoc5u913Y0bEn1/4jcetWk6IeaeRMYAB8acNd14plc0No9vvVXJO5RaeWFQSyHago8NN329ubi7Y3tzczKpVq7wx4XCY2mH3hn+MPL4YV111FVdcccV2XvGuh9PfD3lVbV4xeZgMzw1/7F+lrd/GyhKu1HIoGdW315fs4D/nqAQICq1OZVvDJeIQMsF2wHHIt1WTrTExsgKhM9yWzbX+WRENTQhCaYj02RhZgZGxMTIWxpY0TiIKjkCEQ0TW9hBKRsmnomiOcF3JjoCcQNvSi9PehB0xMGIh9I1boKXRNbvoQDiEUV2NsCy3ILOvRIuTyeCsWV/0vst/C7qjyO0BS2GpY+W9Khb7WWmCRzFK7RvLOnlS6pMl9yl2HMoCuB3RAsG5QohR24KMNeayyy6jt7fX+1mzZk3JsYryOJlMSQuDQjFR7MznxkmpT5aMz5P/H49Vxm+V29oSH0HLXlDoFROUshWdXzyWO7cWCkEujwiHENEIod4sobTjWfzcDF+BkXXbuWkOOCE3CSS2qofIm53oAznyzdVkm/9/e+ceI0d1tvmnLn2Z6Zlpe3yZtgN4/X3rbCJgSXASJyQkkOAhSBA7iSBAAkjLakMckCwHIRB/YCJkEyIRpCXkIpEQ736JWRQukZIFTxTiBCEkQhyFSzYhwdhgZjweu6e759rTVWf/qK6a6upTt56e6bHr+UmWp0+dOufU6Z4zT7/ved/TjdrqHiiGCfPwO1ArM8iMVJAan0H61AwyY9NI/f0YRL4XypyB7PAEtFOTVtqV8YrlXv3H28A7w0BX1soxqusQc3PQ+vqcZ7MD0vzm1S3+HNocbRt23q+DqkHJZEIDgGTQCtg5aAFsA4VCAYD1bX3dunVO+ejoqPPtvlAooFqtolgsNnybHx0dxUUXXeTbdiaTQSaTWaSRE0I6xXJYN4KsdDKLXxTrXpBokF2TWfu8/brb3qpeHT8nZyYNKApERoM6UwNmakhV5qCYuiMAtekaREqFkdFgphQoNQHFEDBzGShpHbVeaz61GQNq1YBQFSj/5d8gAIiuFGCaMFMakNaQyqRhdGdgZnXoJ8pQZqzx1o69Bz2TRm1mBpiZAequeW3NahinilAUBWKu2mAxkyWgt8u8lrWgE1fCyhr2AtaTPvtFh3tRsxmY09PW2FxWWbvNwcxXG54hTvogsnjQAtgGNm7ciEKhgKGhIaesWq3i4MGDziK9efNmpFKphjrDw8N47bXXAhdyQsiZSSfWjWdK+0LFW5SACz9xFnc/oZ/r2NtOlHbtOnphoOma2ZuD2dMNoalAzUBtlXWGm2IIKPXtbtV8GkZKhVITSI/PIXNyBvq0YZ0MZAikRivQpqpIjc9Ae/cEjLeOAiogUhpgmlCn56BWa9DHJiC6szD60qjldCClW8KvMAD1v34AmLKEkh3trOZyqA2PQMzONkTa2gmbHeHksvh6xZR7zhaabHnIfCIwwlf2/phTU/PpaiR7Ad1JqWVpgZ4p7Wt5vKR1aAGMyMTEBP75z386rw8fPoy//OUv6O/vxznnnIOdO3diz5492LRpEzZt2oQ9e/agu7sb119/PQAgn8/j5ptvxre+9S2sWrUK/f39uP3223H++efjsssu69RjEUIWkdNt3Qjb3xc1GtevjVaEpazc3v/mTRRt405pYqeKAQDRm0GtP4daVoM+ZUBoCoy0ZQcRGmBmNKRLVi4/pWZCn5yEMlOFKI5baVvy3RAwYZy1BnpXFmL4JLBuFQQ04EQRWjYDaCqMlb1Qp2tIjc5Ybl8hgGwG6sQM0FVPjVI/99ebfNmOAHYnbPab9zjvRdxo7ahifiH7P+36vxx/NFJ90l4oACPypz/9CZdeeqnzeteuXQCAm266CY899hjuuOMOTE9PY8eOHSgWi9iyZQsOHDiAXtdC9L3vfQ+6ruOaa67B9PQ0Pve5z+Gxxx6DxuTDhJyRLPd1Q/YHO2owSCv9BBEkLrUVeRjjpYZ6ztFwnvO/ayPHnXxzgGWdEv8oQr3gg9CmqjC601DnBIwuDUKBdSJI/SQPtWpCqArUORNGLo3UybKV2Pnfz4JIaVYal9kaaqt7oE3PwDhxArquwVy1AlizEkJRoJQnITIalFnDSu5su5+7s4CiQJmoj1XXrXx/mYwVDVzHTv8Sd561NWuc01EA/+TeDrJUL64yP9fyQqyLC/kMkfbDPICnGcwDSJYzzAO4PHHnWfvyipsByHPmefEevxZW13s9anJpv/vtckXXAU1zUsjEad+Jmv3gJsAUMLutvXxzK7NQ50wAgDpnwMjqSJ2asqx0AERKB0wTIpeF0Z2CUjOhTczC7EpBvPK6E7yi/tsGiHQKSnUOZl+XlWwegDI1C2WuBlEsQVmZR/XsVdZ55BMzqL31tmXFPFV0BJdMAIcdlReGt74dYR22TzMoT2RQP2H4tct1ozPQAkgIIQlhW/5G3y+OXpHnF4zhtSxFte7Fqe+tK2o1oB4sIhOlbrzJh51TNTIpmGkNigDMlIpUpQp1qgozq0OtzEATwors7euGMl2FsbIb2r+Goagq9OkqlLkaMD0DraxBvP/fIY4egzk7C+Mf/4K+4WyY+RzMlAZVCMvil9KgvXcSQgiY/X1QayaUOQO1t94GAChdXdD656N5B7u+5oxZFvgRZ+78hKLwzKH75yBXf1yrn/c9osVveUIBSAghCcLP3Suz9MWxPMmsVX7Rp3456GyC0on49ad2dwOm2ZR8WMn3QaQt0WtmdKizNSimsNy/5UmoyAGaCqFpMLpT0McqEKoC7c13ISanoPZ0W4Ium4axtg9aaRpGbxb4x3xKqdqRd6Bms0itG4CZ60JtRRbpY0VA16GkU5Y1sFRz9iICQO3dYw3jlAVPyCyvUU7+cM+J2z0eZGUMw88a6Vc3KN2Q9zNgW6jJ0kIBSAghCSEs2jIs+tb7h3shViI/gkSPtLy+b82cmYVSD6yAOr8/UkxOAblVUMcnoOTqOfbmDCiGsAI2cmloxUkoqgqtMgNRKkOsWwvz5CloK/IQ3Vlrb58QUKfnIFIa9BNliBV5YGANjL//0zphqDpnCcWuFPSJKmqHrWTe2n/eiNqqHPTRMoy66NPPeh9gGKgNjzQ8k2PxtM9Frge7qNlsYICO39wHRfNGFYKtRGS3836yeFAAEkJIQvl8/3+HMV6KlPA3jqUozMInqxNkNWpwiSpKYz3XNnZRqzWdhiGmpqFOTgOaBrVqQJ2qAqYJZdZKDK1OzQHpFJRTJYi5ORinirDlo9LTA1GdA3JZYHYOamkaxuo+1A4fsfYATlgRvMbYSQCAtm4t1KkqhKZALwzArEwAioLUe0WIehALAIjpaYiZeYuf/r712Kpd03SernHylJUYWm3M2BYmjL3z534dtp8vyn7PKPh9efj8qv+BZ0/+mEJwGUABSAghCcVP/HlRcznn57C0MFHERVz3YcN+uLrg01avcoQXAEf0qblu6+hHu3hqCspEFiisgdGtw0yp0MenIYolQFWsvX2ZDIRpQEzPQN9wNmpvH7W6mpyCoqkw3nwLemEARnEcakqHAdeJJXULpLZyJURGh/nX/we9MADRm4OaSUMUS6iNnYTW1wc1m4U5MwMlnQbm5k88sVO+qL09MNHoDla7sjDK5dA5i0Oc+n7bAKK4hGXXopxJTJYGCkBCCEkwUdKFeHPVxW3bTyRqfX1NVkCn27o1zDegYVp+rKOoVqGt6m8sm5mFyOrQylbQh9BVqCv6HDetHR2rZrMwjo04aWeMYhEoFqH19cEsVyxXb2XSStKc0i2hWBekRrEIjI/XB68AxRLMwhqoigKlVHHSuwBocP26zz52C1p73txH40UR0FGjdb17Cb3vgTeh9GDX16T7FOOMwS8YqCbmZNXJIkMBSAghCWFb/kY8L552XodZcdRcDubkZCTrk+Ou9bgx/QTmVvVqqWXL2QfnSfnixknB0tsLJZMGFNXJgadmMlB65i2W2oq8lcS5HoULAKKeQ9G2ItoiyzkrPJVvfI6B1VCnZmCWK1Z/q1ZAmZxumIPBzFehpFOWWFZVKD05KJVJK5BkRX5+fN3dUHp7oKiqdQKI5+xjuz1nHozm830XGontbUvWpve+wfR10nbCrIlRrI3PlPYxCKQDUAASQkiCiLNvLEz8uev7BiS4jjCTCZUo4sUd7AFY7ldHOFXqLmpVg5pOQVm10jq5o44xXoKay0GZnIEyOQ2lOA51Vb/V3oo+YOykFUGsaY7r+NnjjzSMy/jXEcA0oK3qh9LVBYxXANO0ki+Pjc2LX00FVA21Y+9ZASRzzeJOGAZURUFteMRyNx95x5k/2Vy4z9UNSs/jRu3thVmpNNWXue9ldWRfCGRC1Q+vVVHWnvvnsss6SpYOCkBCCEkYQcJAhl9ggF9kqsxC5U4L45duxsYO+nC7ig2PSHCffKH05IDJSZgzBnD8BExXgIXa2wu1Jwfz+BiMSgXawNqGY9aA+j7BjJUgWlvVj63aNY7106pgWeGMU0VohgGlpwdGYRXUyRko5bIj0hwLIgCs7ocyXm7cpwjLQmmX2eLPPUeDXV8LTe/ixTuvXvHnriNrM046HpmYC3NNy75kMAik81AAEkJIQnimtM85aSFuAEfUenHa9BMBYq7aEOThFn/6fzoHxvBxIN8D1AWg+yg1b+oTs1KBoutQV+RhTkzAOHGy4Wg5AFb6ltlZKJmMk5jZve9R7e6GMAxoa9dATExCTE9DGxUwxk5CW7Ma5qmi06+azQKaZgWX9OSgTkxaEcj9K1F7510YlUrzEWwR5sqej7iuXyA4QGOxCEoETfG3PKAAJISQhBL0h9kvH1+YCzlSwuB6qhaZCHECMDyWM8DaX+hE6L53vOm6vnEDjPdGGoMVVA0wDKBWg75+HcTUNJRsBloqDePECai9vYBpwpycxIHp/9307PZ+QzE7C/PEGJBKQdFUy4qoak0JnZVcN5RUyjpKbrwM5ez1MN58C+bkZKNV0R6eJ1mzHSnsxZ6PqFa5qMgstrI2Ze99kEu/FYsjWVooAAkhJOEE7dGKKy7iui8d6qLQTk2zVbumyVLmCDtFkSY5tqN6GzANy+pWLkNbkYc5MQnhSUUStNfRvd9QyWZgTs8A6XRjGhp7f6KqwTh5Cvq6AsS7w1CyGSiG6RxPZ05OQluzBqbbbewRf96cf4CPMHftifQSNtd+wi2qKzhKH4D/F4qFCFbSPigACSEkgbTyR1gmClsRG9L7XMmbZeLPOwanbU/iZyl2W6aAVhiAWRx3LHHunIF+43VIpSFKZWjvWwfMVq3gku5uGCdONDzT/z32P62fZ2agTM9A7e2ZH0ql4ribbRGo6DqUdNoRg9758bPGRo3ADXPFBkX/+pXFEYVhez635W+U3kcWFwpAQghJGGFuXNm1KIJRzeXwXOWxpr7sqFT7/q3q1fXIXbVJgHndpA2ngMgwjYY6fi5UoL6XsFy2on4B6OsKMMZOQe3r8RdUdYGpDayF0pUFTgiIYglKT32crrF658reO2iWrGdUMhkglQJmLFFo1AVgQ1Sz635tYG3D/kbv9VaJIvrd77efGHSin8PeI0+/tPwtDygACSEkwSxkT1bQPjG36HOLPCdS1Se5tFOualC7sk31pClKXOLDK/7sCGJtRR7CMK2gkHQKWmYlhGlCW7saZj3ww/ssVoOWwFRSKZgnLJevmJ6GUSz6BtKouRxgGA3uXXtvo239M+tBKO5E0FpfH8ypqfnE0MdHfa2BcayvQZY7ux1F13Gg+ouWAoEOzP5HUwoZbx9k+UEBSAghCcM3Z5+E2K5iVYPW1zO/l69Va5VpNIk/bVU/jFNFQIjI7Rp18Smqc5YFT1EaI4BdeEWMoutQ830wiqWGYA9bZHqFmT1H5tRUkwvb3ac7SEXUavOBL95UNwNrnZ/dQtHGG6zhdbVenv9vTRZWP+Lk+fMbQ5gLOM7njiw+FICEEJIg/Ny/g+nrAEWN5cqTlW9Vrw48YzhIFLpdnt7oWHdgiLcNJZOB2pODmJ5pDg6pC7HnJn4WW3iIWs1JC9OAHYDhDsRQtXnrnxBN47CDRprOMAachNFB6VrcAi2qW/650k8cq6zb/SoTrt563v6jpHKJkxvQDU8C6QwUgIQQkhC25W+ErqQayoLSitiv24lfFKu7X2+ePmcMPvXF7Kyzny4Mtbsb5swslJQOtSsLJd/XkJC5oT/PmJ2E1PY4hJi3zNUDUWyrpdbXB3RlYZ4ah5irOqLPdFsf6/sL/dzc3jGFvVd+418s/ESe3zhtgUlL4PKAApAQQhKCouuA4W+pkVmBFpKyw+8PvFsAyII2pOJPMoY4LmZn72HdMidmDUs0etzBQQEyXhctYFnm3M9jB0QY5TI0TYOYq86PU9UaXa110Wjvv5Nh3/v5FTc7ZYOZrzZYasOEWJT3M84pHlHxs2h6g0F4FFxnoAAkhJCEIGo1QEmFRnjG+SMfRSAG7VVzi7+oeeOCLGR2zj032qr+Jldu0JiiPsfnB3bAHC813OsWZs+e/HFDYIxfuhpbFAaNwS0+o7jpWyGOYPTeFyTU7TJa/JYXFICEEJIQ7KPgFmLFCRMEcd17bsujtw1F16VC0HG7utzItoXNK/4A6wxfG/tevwCOJouodk1T/1AUXN59gyNevQEasj68yPYCytiqX9vwOk5aHvsZBtPXOeMLs8pFJer7LPuysRCrMmkfzSnHCSGEnNHILH9eAeZnHYyDfYyat8+oCYXdosW+R+3unne7CgFt5cr5G/0SQrv2DopazdqfB1h78Fx9SoVJ/V5vmdty6Y2gVTIZK4I4l2sait2OLf7ssbjnQevrm+9P8kxBossrpu3xud8LWVtB7vowken3WaLFb3lDAdgmdu/eDUVRGv4VCgXnuhACu3fvxvr169HV1YVLLrkEr7/+egdHTAhZDizl2rEtf2PoH/pWLEHePIC2RelA9RdN1y7vuQlb9WubXIbevv1Eojcy2CgWrSPUAlB03RGKSio9704NOUFEtk8uLPoVACCEldzZFZjiZzET1WZ3rlGpSMVomIAOCghxu5m9Ytf7XEHCLcpnxD1OWf12fLkgC4cCsI2ce+65GB4edv69+uqrzrUHHngADz74IB5++GG8/PLLKBQK2Lp1KyoRczQRQs5clvPaIbMoBZWHYU5NAabR5HaNGs1qn+Lhvse2xqm9vdI+Ra0GpFNQs1kIox54kck09WX/26pe3eR6jYM5NYUh8wnp6R5QlIZns8duWwJty6ZsbHY73rnyisVAwVXvX0arwizsM+IVnWR5wD2AbUTX9YZv7jZCCDz00EO4++678aUvfQkA8LOf/QwDAwP4+c9/jq9//etLPVRCyDJiqdYOew9gFMJERpBgk+3pk1mYGtoIECZ2XUXXm/Lrufs0KxXo6wqoDY803qwoEFPTUFf1wzz2HgArdYyda1Bq/YrpevUGOdgCtymq2Pg/0vuNcjlyZK6szyZLYH1/pMyCGOSipXUuOdAC2EbefPNNrF+/Hhs3bsS1116Lt956CwBw+PBhjIyMYHBw0KmbyWTwmc98Bi+++GJgm7OzsyiXyw3/CCFnFu1eO1pdN2T74IKCPaIKBbfg8BWOrr12fu2qPbmGe2QBJMaYJHGzEDArFdTq4s+mKWl0hGdoGneEMgAN+w1l+AVnuJ8vLHq7oR2PFdHdZhCtWOr83gu3VTVozNvyN8bqj7QHWgDbxJYtW7Bv3z68//3vx/Hjx3Hffffhoosuwuuvv46REevb6MDAQMM9AwMDOHLkSGC7e/fuxb333rto4yaEdJbFWDvirBthqT+aomIjRIzKLF9ul6rM8ua9R9aHfWKGe4xu9I0bUDscvKYGte8rfOoJm71zJBNm3rad5zIN6IUBJyLXLZq8fcusrH4W2YY+0BzR6xdxK3tv4xA1klf2eWEU8PKAFsA2ccUVV+DLX/4yzj//fFx22WX49a9/DcBy19goHheHEKKpzMtdd92FUqnk/HvnnXcC6xNCTi8WY+3wWzdklha/6NyFYrerZDJWu3UBNWQ+4Vjeolib3NYj94kZsrFGEX+R3NEe1Nz8vsPBzFeb+vfbe+gda23kuPTM3Yb9fzGJYjn01ve+301u6hY/B626j58p7WupP7IwaAFcJHK5HM4//3y8+eab2L59OwBgZGQE69atc+qMjo42fbP3kslkkPFsViaEnLm0Y+0IWjcW4soMsix5rUneEz6CrH1B7bnviWKp0gsDqI0cD32ey3tugprvg14YCLU8mq6AGzsJc5gVyzsfQWO3o5LjWOH8onb9+gmz3AZZEb3txCHK56gm5mK1SdoDBeAiMTs7i7/97W+4+OKLsXHjRhQKBQwNDeHDH/4wAKBareLgwYP4zne+0+GREkKWE4u5dkRJBC0TYG5R99zU/4pktfOrE2ZtCrovzMKk9vZKxZ+7XXtsWl9fU7CIbCxqLudYHuMGabj7lQncOCJLFmTiN2Z3H/bRdH73yYJEvGMICyTxu082Pu89Q+YTKJfLyOfzTfXI4kIB2CZuv/12XHXVVTjnnHMwOjqK++67D+VyGTfddBMURcHOnTuxZ88ebNq0CZs2bcKePXvQ3d2N66+/vtNDJ4R0kE6sHUPmE9YJF54oUT/sP+reM3v9rHXua4Pp65pEgtrb61jV3MIujnVJVteMkRrHKJehdnfjuYmfOe1J25yclIvUABe8VzjKiOoq9d2rWI/y9Qo+L37HxsXZhxfWR9R7bWgBXB5QALaJd999F9dddx3GxsawZs0afPzjH8dLL72EDRs2AADuuOMOTE9PY8eOHSgWi9iyZQsOHDiA3pC9I4SQM5uOrR0+UaJAsHUpTAx4/+B797xFcf96y+2zfKMEoPhSD+RwjyEwClhRrJyD9byBTX175s/7DF7xFyagZK502WvbCuu+FmatC2KhARlRtgX49Uk6CwVgm9i/f3/gdUVRsHv3buzevXtpBkQIOS1YyrVjW/5G6Epq0aMyvS6+sH7CBIFxUpLaxYOSyTScvGHjjsINc0daDVmWNa1/pdPvVvVqQNUWVdBEacN+lgUJYU9bbcc1T1HH+ExpH13AHUARIuBrIFl22HslLsE26Eqq08MhpIGamMPv8QxKpVLkhMNk8fGuG1EFYBShESeCtN11g1KnBO1l9P7s7adVYeS9N0zoRrEKthoY0tSuTyob2X1h18LqyZ7Tb6+gew8g142lhWlgCCEk4ciCK2Ru2rDgkaCghihBHH59+5UBgH7W+xoLQlJrydpTdB1qb29kweV9BkWXO9Pcc7ZVvRp6YaDpelC7Yfj1KyXk3OOw9zcOss+S5iPs6A7uHHQBE0IIaaJJjNQtSDILWhyXcjvcl3Y7ajYLMTkFqBou776hKUjFD0XXIWo1J1BD1GpQjEaB5GdBdJd5LVr2s/mJmoYIZc98+vUlay9q9HDYPEcJ4vG2HTQHYW1476P46yy0ABJCSIJw7yOLRYAFKWpbsqAF+7VX/HiDGWRiwpyZgVEsAqYBc2ZGamWSuR3twBR3hK8dEOInimTz5jePkQIxQixy7j6UVDpwbA4RrZ+tEpbw2otfsA9ZHtACSAghCcdruZKJFr+yz6+4uSGaNmokqBtF1wFFbbIOBokxGSJiWpsgmixyrnQrke+RXAuz2oWlcomzF9MbLBI2hiiR2UGpXPzaDLtm/88z7jsDBSAhhCQE+8gtmdho1Trjd4qFn5iTITseLQg/V2tYHkA/oSMTN049T5yk+5o7n2FYX3Hds1GEo/Saosj7DYnOjSpQ45TJ+nBbTdsVdU5agwKQEEISjt9etjD89gMGWaPC+ve7HuROdF9vxdpl3+d2NUexnD1X+om0XPa8rQpsP1e0F6fcL7GHy+UcFJEbZ5wUcqc3FICEEJJQZH+47QCJhbS1UOuWX/2o44hq2fSzhAaJxKDxLeYcuAkKrmilnhe1u7vBre/n/pUFrbj7iWNpJEsPBSAhhCSYMCte3CjPsL6iuA39yoOsVmHBLXGiV4PQ+vpgzs5Kk05v1a+VJpyWRhLXj+KLO+dh9d3P6Z7vKHNt/xx0Qoq7fpiFM6xPm1+OP+rbH1k8GAVMCCEk1DLUSuRwkBiL62L2ChtvnXZFmHqtf3YEro1RLjeJP+dZzPlj4/zG5be3MMr4g/YR+s1pkNUySp9+8x71PrJ8oQWQEEISjMw6E3UPYBRkbQUFEQTdvxCRF6VPJ7gjm53PKSjMSO36EbRnL2hsQW25//e7X7YX069NWRthltQoBAlS9zVGAXcGCkBCCCG+tGr1C4sqDSM0IKGeSDlKOwAwmPkqxFxVOg5vX7b4CwsuaeVZorp3gwi1Lrr6DRqT+764ASB+7cnGFPbMNTHXcr+kdSgACSEkYfhZe4Jcs60GK/hZFP2ihd1jVFJpiLmqvF6MRMpx6gTtO3TXjRLw4a2r6HqT2Iozr979ekomI92L6K0fNk739bgiNMiCyCCQ5Q33ABJCCPElrvs16v4+G+8eOzdREiC7+41zzR6nksm01H5ca9mQ+URodHXcuZOJP7uNhbpqo+InnpVMJvIeQzs/JVlaaAEkhJCE8KWzvwml4n9ebtSI1Cju0DALmV3fdsvGSbECQGr98nNjyoJGvATtyYsSICNrK8iaGDUqOYp1UvZ83sCZoLajjCuOBXfIfCKSZZLWwM5CAUgIIQnBKFfwvHjaNygh6A961OCQuHvk4gYh2Ki9PTBcIiNKwIP7ety9akHtBt0bJnb8nv/y7hvmA1ECiCra/cbSqgva3af9/HHapfjrPBSAhBCSELxHwdlEtfJ4y93CJ8xF6mc1lIkHP4uaXVfJZGCMnQx5WvmY/coVXW8okxHFKuodr/t6lECLqPv2ZHsmZeMM6s9vv15U93aQtTWuS54sPRSAhBCSMOJYy9x4BYWay4Vu9o9qAXOPzQ7+CBNacfAbh2z8fpaywfR1gfv42ils4gSfeANCorqao0Ymx/2CILs3SjlZWigACSEkwcQVaO7yVi1Afm179wWGoeg6oGlN+838BIba29vUd1TXdivRxEHCuFX85lfMzkrFXiuCOaobPmhcQRZgrwhlGpjOQAFICCEJYVv+RjwvnpZeC7KQ2Xj/cEfZGxhlb5rsHr/x2ai9vTArFQxVfxGrTdvCeGD2P3zbl/WvreqHcfJUpL68xEnH4jdXUYRVFHevbEzu9zLqexQmDqO4lFu15pL2QAFICCEJp1VLEWCdjWuUy7H3jcW2hNUTP9vuYbNSiTtUB29uwSgEib8ogm6x8ROwcV2+bmQCv2ELQG8vniv9JPIY6fZdXihCeA4kJIvOI488gu9+97sYHh7Gueeei4ceeggXX3xxpHvL5TLy+TwuwTboSmqRR0pIPGpiDr/HMyiVSujr6+v0cM44Wl07vOuGTPC1yzXp15Y3CCKKMAlyK/pZxMIsWe762sqVMIrF2M/uNy67b21FHsZ4qWlcC+kjqI6XKBbUuC5vv72EkSKP6+Ld7x7788l1Y2mhBXCJefzxx7Fz50488sgj+OQnP4kf/ehHuOKKK/DGG2/gnHPO6fTwCCHLlHauHX5799qREiSsn6iCptUo0qjuxoVYPcP6dou/VixwcccVtmfPO69R9z2625a1GfRsDWMJOLWFewA7By2AS8yWLVtw4YUX4gc/+IFT9sEPfhDbt2/H3r17Q++nBZAsZ2gBXDwWsnb4rRtRrTgygix5dnkre9+C6gftdwt7FjvVy4GIewbjzklci12UQIs4FlFZ+ULeX79+w4R0nD7tOlw3OgMtgEtItVrFK6+8gjvvvLOhfHBwEC+++GKHRkUIWe60a+1QdB0w/AMMwvCL5HS3Y9cJEit+KU2CAhz8+oojasKOYotKUEqWsHrea27swBa/PhVdd54hjpUwTDDGIUi4tiownyntQz6fb+le0joUgEvI2NgYDMPAwMBAQ/nAwABGRkak98zOzmLWleKgVLJcCzXMAbTdkmVGDZYrh46F9hJ37fBbN/Ydfgh9fX0ol8sArKhgAJHPYrVddfb9QXXsvHR23V+OP+r87NfOL8cfbXi9LX8j1N4eXKpst9oTc3imtE/aprcNb3mUscvauVTZDqBxjqK2VZOM134um2dK++Zfl0819ONuvybmgLn59uwxyOr/cvxRbMvfiEuV7Y3te5CN3zs297jd9d1lsutBc+T93Nl1uG4sLRSAHUBRlIbXQoimMpu9e/fi3nvvbSp/Ab9ZlLER0g4qlQq/0S8CUdcOv3Xj7LPPlrYb972KVH82vG6kdmyDWIT2otDq/bL7orQVVsd7fbHrt+veqMTpn+vG0kIBuISsXr0amqY1fWMfHR1t+mZvc9ddd2HXrl3O6/HxcWzYsAFHjx5N9C9KuVzG2WefjXfeeSexe0aW4xwIIVCpVLB+/fpOD+WMIu7a4V03TNPEkSNH8KEPfWhZfV6WmuX4O9MJlts8cN3oDBSAS0g6ncbmzZsxNDSEL37xi0750NAQtm3bJr0nk8kgk8k0lefz+WXxi9tp+vr6Ej8Py20OkvzFZLGIu3bI1g1VVQEsv89LJ+AcWCyneeC6sfRQAC4xu3btwg033ICPfOQj+MQnPoEf//jHOHr0KG655ZZOD40Qsozh2kEIaScUgEvMV77yFZw8eRLf/va3MTw8jPPOOw+/+c1vsGHDhk4PjRCyjOHaQQhpJxSAHWDHjh3YsWNHS/dmMhncc889UrdwkuA8cA6SCNeOhcE5sOA8EICJoAkhhBBCEofa6QEQQgghhJClhQKQEEIIISRhUAASQgghhCQMCkBCCCGEkIRBAXga8cgjj2Djxo3IZrPYvHkz/vjHP3Z6SG3lD3/4A6666iqsX78eiqLg6aefbrguhMDu3buxfv16dHV14ZJLLsHrr7/eUGd2dha33XYbVq9ejVwuhy984Qt49913l/ApFsbevXvx0Y9+FL29vVi7di22b9+Ov//97w11kjAPpL2cyWsH1w0Lrh0kLhSApwmPP/44du7cibvvvhuHDh3CxRdfjCuuuAJHjx7t9NDaxuTkJC644AI8/PDD0usPPPAAHnzwQTz88MN4+eWXUSgUsHXrVlQqFafOzp078dRTT2H//v144YUXMDExgSuvvBKGYSzVYyyIgwcP4pvf/CZeeuklDA0NoVarYXBwEJOTk06dJMwDaR9n+trBdcOCaweJjSCnBR/72MfELbfc0lD2gQ98QNx5550dGtHiAkA89dRTzmvTNEWhUBD333+/UzYzMyPy+bz44Q9/KIQQYnx8XKRSKbF//36nzrFjx4SqquLZZ59dsrG3k9HRUQFAHDx4UAiR3HkgrZOktYPrxjxcO0gYtACeBlSrVbzyyisYHBxsKB8cHMSLL77YoVEtLYcPH8bIyEjDHGQyGXzmM59x5uCVV17B3NxcQ53169fjvPPOO23nqVQqAQD6+/sBJHceSGskfe1I8u8L1w4SBgXgacDY2BgMw8DAwEBD+cDAAEZGRjo0qqXFfs6gORgZGUE6ncbKlSt965xOCCGwa9cufOpTn8J5550HIJnzQFon6WtHUn9fuHaQKPAouNMIRVEaXgshmsrOdFqZg9N1nm699Vb89a9/xQsvvNB0LUnzQBZO0teOpP2+cO0gUaAF8DRg9erV0DSt6RvY6Oho07e5M5VCoQAAgXNQKBRQrVZRLBZ965wu3HbbbfjVr36F559/HmeddZZTnrR5IAsj6WtHEn9fuHaQqFAAngak02ls3rwZQ0NDDeVDQ0O46KKLOjSqpWXjxo0oFAoNc1CtVnHw4EFnDjZv3oxUKtVQZ3h4GK+99tppM09CCNx666148skn8bvf/Q4bN25suJ6UeSDtIelrR5J+X7h2kNh0IvKExGf//v0ilUqJRx99VLzxxhti586dIpfLibfffrvTQ2sblUpFHDp0SBw6dEgAEA8++KA4dOiQOHLkiBBCiPvvv1/k83nx5JNPildffVVcd911Yt26daJcLjtt3HLLLeKss84Sv/3tb8Wf//xn8dnPflZccMEFolardeqxYvGNb3xD5PN58fvf/14MDw87/6amppw6SZgH0j7O9LWD64YF1w4SFwrA04jvf//7YsOGDSKdTosLL7zQCe8/U3j++ecFgKZ/N910kxDCSmNwzz33iEKhIDKZjPj0pz8tXn311YY2pqenxa233ir6+/tFV1eXuPLKK8XRo0c78DStIXt+AOKnP/2pUycJ80Day5m8dnDdsODaQeKiCCHE0tkbCSGEEEJIp+EeQEIIIYSQhEEBSAghhBCSMCgACSGEEEISBgUgIYQQQkjCoAAkhBBCCEkYFICEEEIIIQmDApAQQgghJGFQABJCCCGEJAwKQEIIIYSQhEEBSAghhBCSMCgACSGEEEISBgUgIYQQQkjCoAAkhBBCCEkYFICEEEIIIQmDApAQQgghJGFQABJCCCGEJAwKQEIIIYSQhEEBSAghhBCSMCgACSGEEEISBgUgIYQQQkjCoAAkhBBCCEkYFICEEEIIIQmDApAQQgghJGFQABJCCCGEJAwKQEIIIYSQhEEBSAghhBCSMCgACSGEEEISBgUgIYQQQkjCoAAkhBBCCEkYFICEEEIIIQmDApAQQgghJGH8f4aVWyj73li3AAAAAElFTkSuQmCC' width=640.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cdi = AutoCorrelationSupport(threshold=0.1) * cdi\n",
    "\n",
    "cdi = ShowCDI() * ScaleObj() * InitObjRandom(src=\"support\",amin=0.8,amax=1, phirange=0.5) * cdi"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Solve the object using RAAR & ER\n",
    "The important parameters below which can affect the reconstruction are the support update ones. You can try:\n",
    "* `SupportUpdate(threshold_relative=0.12, method='max', smooth_width=(2,0.5,600))`\n",
    "* `SupportUpdate(threshold_relative=0.3, method='rms', smooth_width=(2,0.5,600))`\n",
    "\n",
    "both should work in this case, but depending on datasets one may work better than the other\n",
    "\n",
    "See the other support update options by typing `SupportUpdate?`\n",
    "\n",
    "You can make more complex combinations of algorithms simply by multiplying the operators (ER, HIO, RAAR, SupportUpdate, CF,...) as you see fit.\n",
    "\n",
    "Note that the recipe below should work on a majority of trials, but will sometimes fail. You can restart from a random object. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "RAAR #  0 LLK=   7.157[free=  0.999](p), nb photons=2.191793e+06, support:nb=209753 ( 1.250%) <obj>=      3.23 max=   1178.33, out=58.543% dt/cycle=10.9594s \n",
      "RAAR # 50 LLK=   0.929[free=  0.353](p), nb photons=2.924281e+07, support:nb=195354 ( 1.164%) <obj>=     12.23 max=   1308.04, out=8.349% dt/cycle=0.0077s \n",
      "RAAR #100 LLK=   0.884[free=  0.354](p), nb photons=2.880621e+07, support:nb=146991 ( 0.876%) <obj>=     14.00 max=   1252.56, out=9.593% dt/cycle=0.0072s \n",
      "RAAR #150 LLK=   0.677[free=  0.344](p), nb photons=2.844890e+07, support:nb=115760 ( 0.690%) <obj>=     15.68 max=   1245.35, out=5.720% dt/cycle=0.0070s \n",
      "RAAR #200 LLK=   0.696[free=  0.352](p), nb photons=2.869503e+07, support:nb=115055 ( 0.686%) <obj>=     15.79 max=   1245.21, out=5.762% dt/cycle=0.0071s \n",
      "RAAR #250 LLK=   0.695[free=  0.345](p), nb photons=2.867077e+07, support:nb=114358 ( 0.682%) <obj>=     15.83 max=   1246.03, out=5.688% dt/cycle=0.0084s \n",
      "RAAR #300 LLK=   0.709[free=  0.341](p), nb photons=2.882051e+07, support:nb=113487 ( 0.676%) <obj>=     15.94 max=   1243.91, out=5.816% dt/cycle=0.0071s \n",
      "RAAR #350 LLK=   0.710[free=  0.331](p), nb photons=2.880618e+07, support:nb=113067 ( 0.674%) <obj>=     15.96 max=   1243.06, out=5.737% dt/cycle=0.0071s \n",
      "RAAR #400 LLK=   0.736[free=  0.329](p), nb photons=2.911601e+07, support:nb=113185 ( 0.675%) <obj>=     16.04 max=   1241.84, out=5.765% dt/cycle=0.0071s \n",
      "RAAR #450 LLK=   0.724[free=  0.321](p), nb photons=2.892103e+07, support:nb=112933 ( 0.673%) <obj>=     16.00 max=   1242.00, out=5.703% dt/cycle=0.0071s \n",
      "RAAR #500 LLK=   0.760[free=  0.319](p), nb photons=2.935762e+07, support:nb=112034 ( 0.668%) <obj>=     16.19 max=   1237.98, out=5.831% dt/cycle=0.0085s \n",
      "RAAR #550 LLK=   0.754[free=  0.305](p), nb photons=2.919724e+07, support:nb=111728 ( 0.666%) <obj>=     16.17 max=   1238.39, out=5.683% dt/cycle=0.0071s \n",
      "RAAR #600 LLK=   0.810[free=  0.308](p), nb photons=2.984969e+07, support:nb=111522 ( 0.665%) <obj>=     16.36 max=   1235.17, out=5.879% dt/cycle=0.0071s \n",
      "RAAR #650 LLK=   0.781[free=  0.296](p), nb photons=2.943993e+07, support:nb=111347 ( 0.664%) <obj>=     16.26 max=   1236.27, out=5.741% dt/cycle=0.0070s \n",
      "RAAR #700 LLK=   0.819[free=  0.303](p), nb photons=2.993976e+07, support:nb=111312 ( 0.663%) <obj>=     16.40 max=   1234.35, out=5.877% dt/cycle=0.0072s \n",
      "RAAR #750 LLK=   0.780[free=  0.300](p), nb photons=2.943877e+07, support:nb=111296 ( 0.663%) <obj>=     16.26 max=   1236.16, out=5.706% dt/cycle=0.0085s \n",
      "  ER #800 LLK=   0.825[free=  0.305](p), nb photons=3.000038e+07, support:nb=111403 ( 0.664%) <obj>=     16.41 max=   1234.50, out=5.868% dt/cycle=0.0071s \n",
      "  ER #850 LLK=   0.193[free=  0.202](p), nb photons=2.497698e+07, support:nb= 99472 ( 0.593%) <obj>=     15.85 max=   1239.55, out=3.269% dt/cycle=0.0063s \n",
      "  ER #900 LLK=   0.192[free=  0.201](p), nb photons=2.497534e+07, support:nb= 98174 ( 0.585%) <obj>=     15.95 max=   1236.85, out=3.320% dt/cycle=0.0064s \n",
      "  ER #950 LLK=   0.192[free=  0.199](p), nb photons=2.497274e+07, support:nb= 97715 ( 0.582%) <obj>=     15.99 max=   1235.59, out=3.316% dt/cycle=0.0063s \n"
     ]
    }
   ],
   "source": [
    "sup = SupportUpdate(threshold_relative=0.3, method='rms', smooth_width=(2,0.5,600))\n",
    "cdi = (sup * RAAR(beta=0.9, calc_llk=50, show_cdi=50)**20)**40 * cdi\n",
    "cdi = (sup * ER(calc_llk=50, show_cdi=50)**20)**10 * cdi\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Save result in a CXI file\n",
    "Type `cdi.save_obj_cxi?` to get the full documentation about the function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# cdi.save_obj_cxi(\"result-Pt.cxi\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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",
       "_figure_label": "Figure 1",
       "_image_mode": "diff",
       "_model_module_version": "^0.11",
       "_size": [
        640,
        480
       ],
       "_view_module_version": "^0.11",
       "layout": "IPY_MODEL_9f1bf4da16204783ad59ae90ada1069a",
       "toolbar": "IPY_MODEL_e9fde33f41e84ee8b8b6c50949701451",
       "toolbar_position": "left"
      }
     },
     "9f1bf4da16204783ad59ae90ada1069a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {}
     },
     "e9fde33f41e84ee8b8b6c50949701451": {
      "model_module": "jupyter-matplotlib",
      "model_module_version": "^0.11",
      "model_name": "ToolbarModel",
      "state": {
       "_model_module_version": "^0.11",
       "_view_module_version": "^0.11",
       "collapsed": true,
       "layout": "IPY_MODEL_621a2c728c04471a8f1d08ec1e078116",
       "orientation": "vertical",
       "toolitems": [
        [
         "Home",
         "Reset original view",
         "home",
         "home"
        ],
        [
         "Back",
         "Back to previous view",
         "arrow-left",
         "back"
        ],
        [
         "Forward",
         "Forward to next view",
         "arrow-right",
         "forward"
        ],
        [
         "Pan",
         "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect",
         "arrows",
         "pan"
        ],
        [
         "Zoom",
         "Zoom to rectangle\nx/y fixes axis",
         "square-o",
         "zoom"
        ],
        [
         "Download",
         "Download plot",
         "floppy-o",
         "save_figure"
        ]
       ]
      }
     }
    },
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