{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Distortion of Eiger2 CdTe detector from ID11\n",
    "\n",
    "The detector's distortion is characterized by a Tungsten plate with a grid pattern of holes provided by Gavin Vaughan. The calibration experiment has been performed by Marie Ruat with a conventional source.\n",
    "Those files are not available for share, please get in contact with Marie for the experimental details.\n",
    "\n",
    "## Preprocessing\n",
    "\n",
    "Data were acquired with and without the grid on from of the detector. 100 frames were recorded in each case withthe same exposure time. \n",
    "The first step is to filter out outliers using a pixel-wise median filter on the stack.\n",
    "\n",
    "*Note:* a faily recent version of FabIO is needed to read those HDF5 files produced by LImA. This notebook uses features available only in version 0.21 of pyFAI (development version for now)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "#For documentation purpose, `inline` is used to enforce the storage of the image in the notebook\n",
    "# %matplotlib widget\n",
    "import time\n",
    "import os\n",
    "start_time = time.perf_counter()\n",
    "#load many libraries ...\n",
    "from matplotlib.pyplot import subplots\n",
    "import matplotlib.colors as colors\n",
    "import numpy\n",
    "import pyFAI\n",
    "from collections import namedtuple\n",
    "from scipy.ndimage import convolve, binary_dilation, label, distance_transform_edt\n",
    "from scipy.spatial import distance_matrix\n",
    "from pyFAI.ext.watershed import InverseWatershed\n",
    "from pyFAI.ext.bilinear import Bilinear\n",
    "from pyFAI.utils.grid import Kabsch #Needs pyFAI 0.21!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2023-01-10 11:31:52--  http://www.silx.org/pub/pyFAI/detector_calibration/Eiger2-ID11/W200um_40kVp_5mA_T4_E8_FF_noretrigger_0000.h5\n",
      "Resolving www.silx.org (www.silx.org)... 195.154.237.27\n",
      "Connecting to www.silx.org (www.silx.org)|195.154.237.27|:80... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 758913619 (724M)\n",
      "Saving to: ‘W200um_40kVp_5mA_T4_E8_FF_noretrigger_0000.h5.6’\n",
      "\n",
      "W200um_40kVp_5mA_T4 100%[===================>] 723.76M  25.3MB/s    in 16s     \n",
      "\n",
      "2023-01-10 11:32:09 (45.7 MB/s) - ‘W200um_40kVp_5mA_T4_E8_FF_noretrigger_0000.h5.6’ saved [758913619/758913619]\n",
      "\n",
      "--2023-01-10 11:32:09--  http://www.silx.org/pub/pyFAI/detector_calibration/Eiger2-ID11/W200um_40kVp_5mA_T4_E8_GRID_noretrigger_0000.h5\n",
      "Resolving www.silx.org (www.silx.org)... 195.154.237.27\n",
      "Connecting to www.silx.org (www.silx.org)|195.154.237.27|:80... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 484110560 (462M)\n",
      "Saving to: ‘W200um_40kVp_5mA_T4_E8_GRID_noretrigger_0000.h5.6’\n",
      "\n",
      "W200um_40kVp_5mA_T4 100%[===================>] 461.68M  80.3MB/s    in 5.9s    \n",
      "\n",
      "2023-01-10 11:32:15 (77.9 MB/s) - ‘W200um_40kVp_5mA_T4_E8_GRID_noretrigger_0000.h5.6’ saved [484110560/484110560]\n",
      "\n",
      "INFO:numexpr.utils:Note: NumExpr detected 12 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 8.\n",
      "INFO:numexpr.utils:NumExpr defaulting to 8 threads.\n",
      "Median reduction finished                                                                                      \n",
      "INFO:numexpr.utils:Note: NumExpr detected 12 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 8.\n",
      "INFO:numexpr.utils:NumExpr defaulting to 8 threads.\n",
      "Median reduction finished                                                                                        \n"
     ]
    }
   ],
   "source": [
    "#Get the grid/flat data and filter them\n",
    "!wget http://www.silx.org/pub/pyFAI/detector_calibration/Eiger2-ID11/W200um_40kVp_5mA_T4_E8_FF_noretrigger_0000.h5\n",
    "!wget http://www.silx.org/pub/pyFAI/detector_calibration/Eiger2-ID11/W200um_40kVp_5mA_T4_E8_GRID_noretrigger_0000.h5    \n",
    "!pyFAI-average -m median W200um_40kVp_5mA_T4_E8_FF_noretrigger_0000.h5 -F numpy -o flat.npy\n",
    "!pyFAI-average -m median W200um_40kVp_5mA_T4_E8_GRID_noretrigger_0000.h5 -F numpy -o grid.npy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using pyFAI verison:  2023.1.0-dev0\n"
     ]
    }
   ],
   "source": [
    "# A couple of constants and compound dtypes ...\n",
    "dt = numpy.dtype([('y', numpy.float64),\n",
    "                  ('x', numpy.float64),\n",
    "                  ('i', numpy.int64),\n",
    "                 ])\n",
    "mpl = {\"cmap\":\"viridis\", \n",
    "       \"interpolation\":\"nearest\"}\n",
    "print(\"Using pyFAI verison: \", pyFAI.version)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "flat = numpy.load(\"flat.npy\")\n",
    "grid = numpy.load(\"grid.npy\")\n",
    "fig, ax = subplots(figsize=(8,8))\n",
    "\n",
    "ax.imshow(grid/flat, **mpl)\n",
    "ax.set_title(\"Raw grid (normalized)\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Define the right mask\n",
    "\n",
    "As we want to measure the position of the grid with a sub-pixel precision, it is of crutial important to discard all pixels wich have been interpolated.\n",
    "\n",
    "The Eiger2 4M is built of 8 modules 500 kpixels, each of them consists of the assemble of 8 chips of 256x256 pixel each. Some pixels are systematically masked out as they are known to be noisy. Some pixels are also missing at the junction of the sub-modules. Finally the CdTe sensors is made of single crystals of the semi-conductor which cover 512x512 pixels. Hence one sensor covers half a module or 4 chips.\n",
    "\n",
    "This is best demonstrated by the pixel-wise standard deviation along a stack of images like the one acquired for the flatfield.\n",
    "\n",
    "A Poissonian detector should have a variance equal to the average signal. Thus plotting the standard deviation squared over the median highlights:\n",
    " * Noisy pixels which should be discarded for quantitative analysis std²>>median\n",
    " * Interpolated pixels which have only half/quater of the expected noise (std²<<median).\n",
    " \n",
    "The detector has also an internal map of invalid pixel which are set to the maximum value of the range."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:numexpr.utils:Note: NumExpr detected 12 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 8.\n",
      "INFO:numexpr.utils:NumExpr defaulting to 8 threads.\n",
      "Std reduction finished                                                                                         \n"
     ]
    }
   ],
   "source": [
    "!pyFAI-average -m std W200um_40kVp_5mA_T4_E8_FF_noretrigger_0000.h5 -F numpy -o flat_std.npy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "std = numpy.load(\"flat_std.npy\")\n",
    "fig, ax = subplots(figsize=(8,8))\n",
    "ax.imshow((std**2/flat).clip(0,2), **mpl)\n",
    "ax.set_title(\"Poissonianness map of the detctor (std²/median ~ 1)\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = subplots()\n",
    "ax.hist((std**2/flat).ravel(), 100, range=(0,2))\n",
    "ax.set_title(\"Histogram of std²/median values\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This test of Poissonian-ness is not enough to discriminate between interpolated pixels and non interpolated ones.\n",
    "One needs to build the mask by other methods."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# This is the default detector as definied in pyFAI according to the specification provided by Dectris:\n",
    "eiger2 = pyFAI.detector_factory(\"Eiger2CdTe_4M\")\n",
    "width = eiger2.shape[1]\n",
    "module_size = eiger2.MODULE_SIZE\n",
    "module_gap = eiger2.MODULE_GAP\n",
    "submodule_size = (256,256)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Calculate the default mask\n",
    "mask = eiger2.calc_mask()\n",
    "# Mask out the interpolated pixels along X\n",
    "for j in [256, 772]:\n",
    "    for i in range(j, eiger2.max_shape[1],\n",
    "                   eiger2.module_size[1] + eiger2.MODULE_GAP[1]):\n",
    "        mask[:,i-2:i + 2] = 1\n",
    "# Mask out the interpolated pixels along Y\n",
    "for i in range(256, eiger2.max_shape[0],\n",
    "               eiger2.module_size[0] + eiger2.MODULE_GAP[0]):\n",
    "    mask[i-2:i + 2, :] = 1\n",
    "\n",
    "# mask out the border pixels:\n",
    "mask[0] = 1\n",
    "mask[-1] = 1\n",
    "mask[:, 0] = 1\n",
    "mask[:, -1] = 1\n",
    "    \n",
    "# Finally mask out invalid/miss-behaving pixels known from the detector\n",
    "mask[ flat>(flat.max()*0.99) ] = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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iLm7NxnBlDUFnn/Jg/fACHgHH5/sIpVqkrAY94bXgHmLCjdJlVZlup2nUQzhFWT9mS9aN6lR+BmGNWVMYHgTOs2veD8kxgQ1mQ/ahZ66LkuOspuyVKu3h1y3sisaLyR5ltuRv/ajGaMp+aNc07bhcS1ugXGTutxXahv5EkdxsWvaTAHTGY0NqiGNn5tCG7EPP7I8ge4s2ZW5bDU1gqwt7qe6M12rK90anwtpsaty4HGc1ZIyBowGFVevsUU25vpuUPdJoy9q2q7KXKl/O58XA6Dwrw5fjULKfa1PWutc2Ua6iJ1NivpSiPTmZ01r3/Asd9SPOcV4BvFNrfWvn8+8CaK3/7Pn+Jto7old++OdJfiJJcYVJO6XRJkTmFWZTXnyzR5M5LA+82a2oD/kkzpr4Dti1jtJzoJXWhBcVmRMuixtt3IQmfVzT6DGwbsoR+lSWwILyMgM3oQnnFF5MFG9kTZHWwTThRYUXlZdoNjVaKcy2JjbnM32VSaioiM5o4jMutX6bhV0Bq9dPUf7wMLv/4TdY9/vvoZ0N6H9Mc9Xv7eaL37iC9HGoDSraSU3qNHgRuTcVgJtQeBHInPCp9xiE85qF7QptapyCgV2DcF4TWfDQpqIyYuKUNbVBA6MNqXGPwmqLwAYvqoltyRP6dIbiWoO+J10WtshzGHrQw40ZzF6hMNqK2JSiOqKJTSl+65c/i608nqotZ/fCMt469gC/++grGP+53+GKu9/BylSO/XNDVItRso84JCY85nba9O9uM321jfIVsUnN4lUu6T0OgQ3ltR6ZAyZ++BnLQMaKhqnrDGKTBk5Zk98WEJk0MXyITwQElqLZrYjOBbgxRTuhqGxuseJTUFzl0HWwzsk3hLCLJiiITSqicz7TN4qyW/XpJsU1UWqDimZvgFM0iM5oKsvh1Dvezrrffw+tnoD4shL+Yxn8EAw82uLsq0x6Hjep9yvCOd3ZABTxaZ/8epPYtKY2pIif1xiept5ngILKphZDX7WoDphYDS22QkgRXfD58l/+JVd/7DeJzCkafZpWn4eK+FC0QUF2vyHnnNSYLU1lVN5/OyWbgb66iHlvmviMz8zL2ty85hh3799Ez1CR3EKSc28U7N0l//UvCSzFw+/4Sy7/m7fTymri4wo/8uwmazU0qbMtcpvDhIqadlJhtjRmU+amVYf0GZfCGrEeU2c9AktR/Nkq0S8nyV0aMPr1gIVLZOztlCZxTuZmaYVBdFbT6BXFkz7lM/PqFubpCE5ZEZsOqIwZZE74+I5iYTtE5gysBihPYzWhlVI4Zc1TH3k7O9/0l8xf62JULQige58it10TnTIwfLDqmlZaMfrCcxw7NMIrr3qCR+eXU7m7n8oaj9CcRRDSWDVFs99HJduwEMIpGYQXoLTRp/cxRTNjUBvRdO+Xtah8jR9SLNzaQhcdsk8bNHpEsaCgldGkTkK4GJBfa3Lbqx/j80/sJDJh4Uc019+yn/vPriYUcmkdTuOmA8697TdZ9v53Y3U3ePPGx7jz3DacT2cx3zjPwh5hhHSKilBRs7jLI7PPEmPbUQQ2xGYDZm/yiB93iM5onFpAvdtAGxAuaoorDZqrWxgLDuGcwq5COB9gv2mOylcGaKUhvKgprxRF72U9VNtAW5rIhEV0VmPXNfHJFosbw7QyivCiJvKKOfIP99PqDujeK3uUXdU88cnf4LLX/wWllQYhsYdwE9DoDzCaiuiszN3MSZfymMXy15/k+JfXgCGKLHXOo9pvkpzwyK+10QaECprUuTb1PpvYTJvFjWFiMz61AROzoUHJPtnKaCLzitiMTyTXJjANZq4I0Rz0GbwPSsvNC8ozktM0s4ramEd43sIpQeQF87i+QcT2mDrfBYHi/Ft++ymt9Y7n6qUfdaj2SWB1h8HFAX6G7ywW/hdieFA/nib/uiq1kYD0iWetkeoyQItVVVqlqI5BOKdZ9ZkmlW1NonOa2Kx/gbMme0STmPRxY4Z4mCVFfrPCjYF3bzdeWOGHxNtLnJOHGziargMa/XCG7FFNeFGTOB8QWQhop8QrcmOK6atM0iegPhDgh2H8hRaVl1QYvA8W/3GEVqozCAV+3Ke03OT+91xBZF4RLvrUx1y0CfnNAbUhTSur8KIKLyweaX6dSXmlpp1Q2FVF/LxB6uo5Igtiik6+3kMFmnq/EiUzGeCUNXbFJ3XWp/ugR3hRUTybIbAV7VSAGzPJnPSJTSoMNyC/ziR1UjH4iEdpvY/VUFgNTTOwmXYzfPnkZi7rOcfPJAoMDhQA+IWxR/nE2INcP3yKd17+ZdAwu8vGi2kKqx2GHmgTm9K0uhSx4w5+WIyYoXsV6TMudk2LIl3n4UYM8ussMocVqbM+tUFFZNKkvsLFdyCy4FJZprCrmvCihxtVuAlYNpyj+GsVup+ukdsSZfRrkDwFmSPiwfuOIjtcRAWK+R0xKsvFks8cUQw+1KLZpfBHmgA0+3ycgkHwaIbGQECrx2dxUwgnZ9LMyt9FFgOKazWhosZ6yxzRWU1hg4ZArNlGj8HwN3KE8pq+b9vMX2pgtuSd5q9tEckH5LYY3PSXv8WxX/wA1TGNsaGCWTVJPhkmedLErBvUBxXNQQ83rmgnZcMKbIXhQr1fY96bprIyQP/iAletPM1MI8Vrd+6mO1pj1+pny2XLK0Qx7vjI24nOaeyKotGvqW5pUh3VJCY9yrfWqP5WmfQpF/dVeay6prBRE5138cNi0S9stQkvauJTAbOXmzTTBpF/TsqmWTY4/yKD7DFfPOiRBoGl8CIKpwK/9NtfJpyXZ+ZGFc7RKKnTYLjgVAO6jnhMvchncbPCbImijs75JM97uDFFeUsbuy5Gfm1QkTjioDyITxgsvrBJ+qhCWx2lmVHUR3y83+shcdrk7r+/gvpX+tEGpA5bxCc0y/+pSmPIA08RORTBqit6n/IwPPGoEhMtShs8evdoGl0Gvq3wIgaVEYPkYxG6nzIIlWU81fVtasPiXpbWgFPyaG5o8MDMKlJHRPl4Uc2+hWEyiTqWEdDu9tiw8TwAZ17xQaxDcT529HK0VnhhxcyxXnr3BrjpgMiCJnmuDb6iPsAFb66V1TS6DYySRXV9i4UdmlbSwIvIPjZzs4faXqLvmzapkxKlsKuaxc2KmX39VEc14bxGaeh+WmO2FF1PWKhUm/hpCy8u91cZM5jfEaHZI3OwNgzz+/skAmiIUVdcp5nv8BcpX96r2dSESgFmC7r2yb4aWQgorfeYvdzGasCxu9YQOOL0xGYD5rd3KIsDqKzxqK7wsFqa8qhDYZ1i+qowxS0u8zsMSmt82mnxRsvrXYy2ojqsmb4e5nZEKKxxsOugTU29W6JevU95eHExgMKLmti4RXRaUx0N2NU7ztvX3MPUTIZoV12iXs+nl76X0vr3lg7F2S8jbCZHgTs7LDPPK15EXmrqzgR2WWE1A7xVDVkEJyAx4YMGpwzx87B4dZvKWITEvjCNXkUraZA871FZ5+JUAkrLTGavVAw+WEMrMBuy4JySJn2qQWkNtHp9yqslRBA/j4TIgNztTWpDivwmxfxlmvqwj9nUlLe2SZ6VCR0fN3AqmqEHA8L3JFAaKstBW3KOUB5CcxZWDQrrZZIV1lgM3GcSXlT0PqEIL0oYMJwPng3HtCVcYrYhMa5RPrS+3EttyKCVUmgtG1t7eZPcSxv4IUXuCo/ymEMjaxCZrhGf9Fn+FRerqRn5lk8jq8ivM2llYOaKEOG8pjoChTU2ZtUADfEZj786fgMz7TQATxeGWHH3m+mLCvXom1OzvHH8WvYvDvOuI7eyuNPDroJTUNRGNKUVDl5UvDS7Itatc22OWr/J/DaHdkI8eDTMXiebRKiiseo+8QlN4EDXExbhnObsq0yOvO39lG+sM3GLRWLKJzKnGT/Wj3tfN9NXx9GmYn67RW1I0Y4rAhNKKw0S708RP2sQuW2O2KSmPhhQGQMvJgs1fDgCQOqESeZ4QHVNm5+6+iki0ybVsUDCOx5UVvqUl5kE0YDiOli8e5B6vyKIaNqZgMBWNK+oUl+Wwq5rimsVQw94VFZAO6GhYjNzfUDyLFRW+Kz/0B2kTkL0mwnSR8QaDxU1vVvnMFwIT1s0+rR4eI7CaGv+/L/+HdrSlLa26X8UFp/o4+HjqzHQ+Bj87co7eVPfIxfWUGxKUV4pIS7lw/bbjhAqKHTNEu8wYdDOh5mbTjP+UvDv6SJcDOh7DNopi3YqwItB4nxAK60orTDofTLArmmaXRIBMNqKnj0GlWHxrMP7ouz+nb/C8DSV5QF/+bmXsuyNJymukxRGY9CjensFu6YprLYorLZIHnQw2orePQGldT7zOw3KYxa1EU1qv8Pc5XI/Vq0TXrPEGxm8U7zg2LR4ytEZTe/jilOvC5M669G6qkL5ygbVNS533PElWhnF5M0J0gcsDBdqq1ySZ2D6Z9s0ehV9u6E6FMIumUzfGODGIbLoEXT2dKuhqQ100igKYscdMocM+h/36Tqgmd8eIv1wmMjfZvDDkDrXBuDmweMs5BP0xGrYyTa39kgxQT1o8+JXPopt+7i+SXzKxaoqpl7m4uQNQuWAc6+H5DGL6AyESprIgsYPiydsVwwip0NEpw0WrvRITvh4UUgednDuSV2IfqROBji1gMi8IlRUhHMdQzAX0MwYpE8G1AcU/T0lvFjnXpuS5gpM2bvqg4r4hIR8vZike6pDBumjioGHRdE2uiR60PNUCS+kqI4F1Abley+s6H1MHmR1SKIePU+7hHctktuiSJ+QEPXcZTbxUxapo+Jhh4sB7oomzQGf8JSNCqBrn0E7JR5n6pBNOKdJH4eRu/WFtFm9X9P7iElpnSZzok11wCRxBkrrfVppRf8TTSKLAakTirt2b+eTU5dz43qh+N338v/zvHrpR17HqbX+mtZ6jdZ6pdb6T77f8YYLC9sUlTGD3r0BsekWxrkIXgQaPYragEn6JFg1jTYguT9EYZ1BZCEgMqcJFwPJM1ZNAkcRzmuswTpe3CZ11qe1oklkXhZCs8fBLimGvq2wSwZ+COp94iUkJgOcg1GUB4mzMPCQonuPQeBAdrdNeQVUR6F3bxPfVpSWW9g1yK81cZMBqbMuALURjV1WGJ4mcVYs+cR4wMy1AcqH4hqFU9S4MSisVRhbSoQKCqMFPXugvFxRG1SUNvi0U4rYVEBpg4dzIkJ8SpPcEyb57Sj1PkXysI3hSWjw1M8kqb6uTG5LiNkroTpg4cUU3qYqoaKEngEyRzWhmxc4+cYPkDivWdhiU5lN8LrM47RqDh9e9Vl+ecd9XJEV9rLHmz4PHVnDCweOsKlvhp5HLcyWbP7vfuXf48YU9X5N6DVzVEc19QGF849ZqlfW0Sb0PdUgeUbT/7BBz2Mm5VtrlMcMKqM2jV5FqADNrKK0TjNwn8HGv7kDxqOYdUVui4EXVXSvyFMfkAVkvDBH5NJFWl0B7TRUxyBzPKCwRhZb+0u9mC1InlLYFcXkjQbdhzze9eaPAlAZ05SWG0RPOxz8va1kj/m86Op9+CkPs6kxqwbKk03smdxOdE5j52VzanbB4MdCVAcsZq/VhBcUlRGLofs9YtMQnTR56c69WE2NXTSIzGkSEx75zQHxaY9wIaC4BooP9MuGZWu6DoqFrDzxpt79c68jNmnQtdsmt1XRdTAglmowUU6xMjzP9V/6De74xpueXUNtiE4rrKqiOqJ4bPc6MsddkictsoehsE6x4vM+4QmHrj0W//WtXwKgtMKgOmAQHzfIHvHIbQOnrEmdCSiuMvHCEkK0K9Dq81GBxk10cAc2bPz0r9BKG5IPbihK/2OEzGFFK6NIH7bwjyVwoxJyDCzoOtLGakCtT0KFQw94tNIKN+tRXusTm5DtqnRJm65bpkmeMljcqimsschv97EaAfGpADcukZLUYZPKkEX4oQSZB8IsvzPgH377diILmr49bcqrA6IzBlbBIpL3iT0eJTojUR3D1Yx9vUnyqCXvt+bRyirSp3zi0y6JiYDKiEHfEy0CC/I7JCVSGTXwInDrWx9h4lYxhErLHeLnDS6NnePG1Sc4cXqAy5ed5Vcy0tRkywNvIdeKc+e2D2ObPvn1DtEZRfLJMJFZRWm5SfYhB8OTVFSo6GN4EJsyaGYhPqkJ5zSRec3YF6G0zGTw4QZeWDAQzS4xcGpDhqQVZgPsMjS7NYEFbszAjYvC0wr4SA/hbXkx6jd0coQ+FDd72JcUaHQr+h8PCBWg9yGL6tYmgaVodMn7qQ9oan0G5TVJKitg9aeqGLL9YbrQyihSJwMa/QFOCcojFs3dXXhDLQprFbXhgGa/h395mUguoDZgEJusE90fgYRLdEaLw2PA8L0t2glFqCBpOz8E+V+oUl4V4EUUkTmF70B02mDmSgdtQiurGL5bE5sJqPc5zO0yqF1fAw3vXPYV9s4Ns7wrz6Wffvvz6qWfeOagyMCIHv6VXycyp2hdW6G5GKFnpEDz3h6qm1uY8w6Zw1AfkAcUmdcUNwRYdQO31yV5wCE6HzB3GaROGsRmfXHb21DYoOl5ChZ2QGjRoPuAx8QtAsDIHBTPsTZgECpI/sp3NEEnGa0NCOUVmZMe89ssEuc11RHJcRXXCcCo2esTypt0HfKxagEPfvW32frL76GVAbsOsZmAmZs9eh62aScVTklTWaZo9fhYFQO3zyV+1BEAzA0FIl9IE9hQG1DEpzS5nQHx0yZ+SMLKrYyi0aPp3aOZuwzCC5KrTZyDwtaA5HETs6UprYIgFKDDAc6ChVNQWE1InXaZucoSj7ehcZOK+ERAeZlBzwHJh0ZysthKazRnf/U3GPvwuxi622D6do/sIw5uXFFZ4RM7bxIqSphUm9Do00RmFYEj4TQ3pqiudQlP2nQd9qkOyNgk3wblZYrIvFiOoXJAbKJOeVWMeo+BF5UNIX6+syGM+KzbPMHZB5YRykMrDT1PexTWWNQHA4JwQOKkRfqMx+J6i0hOUxtU9F89ReXOQQmFJuD4O3+drb/yHirLA/of19TfWKT9SBfaADehsRqK8IKmvFqTWpPHv7ubysqA8LxBOCcRisCBZndAz8YFyg/20X3QY/5Si8S45PjqWxpoX6EDRe+9DvmNyPu5xGfVp12KK8PkrvAIzVjEpsRoCGzQliZYXcc8HiO0CLG5AN8R5ZY6E9DokvxnZUzRTonlvfdDsvA3/eZ7sOqifLsPtZi4WfJdteGAvt1gVwOKqywxKhsBrbRBz5MlJm9OEypoojmf/HqL6IzGfUWB2CdS5DeYaCWbdm1A0XXUp5ExiE9LGM4pSUh+4LEGZ14aIoj7DNxrUh6T9weiYPsfa1MZtnHjilZWQn/hvMKNSwqm1R3gxwK6nzCpDSqO/eGv82eHb+NLf3YT9T4xYkJFyVf5EQgvSL46Mi/nSIwHLOyAIOpLHi3skXkgjNmGxa0dsFIAXQc1MzcEmFWDsa+7lJY7FG9o4rcNso85VJaBlwgwawaxaYUfhtqGFt33ObRTivBiQGXUIHpVjtDHMixsN0ichdqQInU6wAsrasOK6LQWY9aB0tVNzv7sf+fql/850ak6529NEpuWeRQuBLhRCdHXRuQ95S5RdO/XlJcZonBWB/TsgXqv0QHIaKrLIDInys4pS67XrmmcsjgWkQWXuZ0hQkWJLsUnkBz5FSZDD3gUVtuEiqITCutlbiYnPOa3Se7arsh7JZDzh8qy13TvVdT7FIffJWvIamjqfQqrIQo6MQ7JcZezrzCITFpkj/osbjbJHglkTcdkT60t8+jaY6IN6NlXZfqaBKlzPsWVJtWVHoP3GjS6JN89d71P7JSEfKuX18neHSE265H43Qmm/mE5iSmPyrBFdUT24+S4OCflZQa1tW1WfEpz9uc0Y582KY9a1IYhNimRpfJycCqKI//77T8ROc4fSlKnoJ2C2DfjDN+tKO/pkRDFhCOIsLZYvZnjAYVLfKLTJlZFkdrnEFkIqA4bhBcMSut8av0m2lDUhhSGq6iOGESnDOKTmvw6i6H7wOpq0uxSlFYadB12yV3hkTod4JRkkfkh8Fc0SJ3zmb/U6ngaEiLSJkRnFGYbUcDHAtpxg8JaCScVd7SJzWjq/ZpWUmHnbHI7ApLjHioQFFp4xsQPa+JHHUGoAvbX0uS2aRa3BTR7JWSWOGnS7NUc/pX3U9ioaXZr9ECT4hpDQsV5AUN5EYW2A2IzPqVrmxgehBdM0k/bWDVFdZUnuY9NNlZdkTnuUh9QVNe1mb3exylDZUju040LICY+3pk6GirDJpRsnIqmvMZj6F4xLtCCVB785jzOhhLtpITW3IQic8oj+6R4bQvbDBp9mtJaTWmNpt6ruPSFR7AaYhCVlpsoN2B+F2ROufTubdPKBCTOt2luqzPyLc3EV5fRt9ulnUCMmEGT2sYWTtFg6Nuy0PLrLA7/yvs76GxNsR6hfmuF+oBY689Iz16Y22XA17I0uzVeTLPlmpN0HZZ8uR8NcCxfNv4OPbtT0STHJXTsFA2sv+smOqdZuMSid69HdUjQi0HdYuAum957HbwoOGVFebUm2V+hsCpMbqdP8oiNXVUU12u6D3mYLTj2ix8g8nhMFJItYJl6n8GyrxTF0ldQ2AjRWU3XAQnpPyPttKZwiU+zWzN1bUjQnhp6noJ2TFFcaeGURPmUVpjUhhTnXprmK7/yLvLbAyZeElAf8sntCmg9kQWglQnoe9IlOu+TORkwebuP1dQUV9t0HfKpDQdoBZXhEMnTBgP3mHghReakD+srGK6EXKuDNoWNmvhMQHLHAqnTEJ0TT8Sqw+CDoswWtwXEpuUdfeLTL6A8Jgh5wxUPsdmrLyDh21n/WUBgxuAPXvR5eh+2GPsiWONhQmWNVpA9qEiMQ2JcnqnRMIhOG+Q2hagPKNL3hjFKNpUb6iTPQHRKQGragORZn8T+EIUNUFrvUdigqK9q0/5WN3/8rr8jNikpGi8i4dRv/MG7MVqQv8SXnHpYoRdDAEzeaHD2pQkMD9opRdeRFvkNiuI6yT/a/XUBAI0r5ndCfELTTkLPk5DfpDr5TminFV5MlENiwpdcaEQiDu24gJ1mrhKlGSpqskc01TGo9ptEpxVzO2wwZC9z4wo/ERBZDHCjBs3VTWJTmmaXJlTQxKcDWhlFrV/CtL4jOVeA6ojcc2RBU7mkReKc4EDG/vA4qiX4kvmdBv7aGsWVBsXNHulT8s6cnIT6m12K/MY4XYfbsm4uL2EXxfBKjns0eg2Sh2wamxrEp3yCxRC+A40uk8qfjRCb9xl/CbQTEloefLRBaYVBYb0YGfGjDudebKMKDrnNNqkzbcymonR9g8JGTWwakuf+RTOdC/ITrzi1EuvMDwsisd5j0LvXw6qLZerHAtoJRX1AoMexsxZ+GIEZW2DXNdX1LVAQP2ti1TT1AU0rG5A8A25cEuRoCbtNvtin73NhWtkAswFu3MDKWxRXGYSKmtiEou+JAON8hPlLDVKnAlpZyc1VxiC/RQtApDcgu89gcZOitBLcTsvfzJM2kbyPXVVE8gFOUZE8YTJ9rUF5uaDetA1daxZBQ21Y0+jXxGd8DFcRWjCJTRmU13jiDUwpLnvH23AKBt37Nc6JCM1+n4UtFuWVUNnQRlvQ84hFbcBk5JMWaOg+6JEc9+g+IEjWZ/I1XkRTHbSIT2qyj9uYFZPiJS5eTJE8G+CFobjSorxRYi9m2SIx6RObNKj1G2T3mcxeZtBOS5i9nVAcfXuG7g/GsOuQPNcmMqep9ZlURy6Cna+rYI/WsDpQ+yOfXE9plWz6KDjx5jhOwWBhq01uq4NdUSxsC2EfjdLMmIRKmnqvhR/WeBGoLINMV4VwDmoDJs3byiSum+NFL3ot+c3QHm0TujONezoBWjxoEFj6H/zhx0iclfCUOVojcODo19aQ22SiTYVdNMk93UuzC4qrBDFaHTGo9ZvkrnJppzTh/zqNG1c0hjxqvSamK/ldO9Fm+uaAep/CjUmOKby8gnF3Bj+kSB2VvJsXgfg5g8qQSSuruf7Nv0T6jIdd0STP++JhXFNgfleKdkbml9vjUlkGpdUQn3xWc7pxTc/jJqlT4s1H5qT0qTZo4CYUzW4BAtV21YnNaJr9Hq1un59/268TnjVJ7XfQEZ/wjEnfnja1PpP4uOQf/ZBi5mqNlbNp9EiKRGno3i9hzdG3naS4vU11yMCuB1QHTbJfiBEqQKtLQvfJ0wb59Qalvd20k4rScgO7qml1aSIzDUa+5WH1NHCq8o78sCZzwqfRo3AqmtIGX4xaX957ZFr2AOVDaY3PH971KtmI19kkT0NlRAyNO37nCxe8q9yLWqhAxmS2NVYNwqWA9FFFzz+FqYyBGxPDuLLKp5kxMDzxyOyS5M2siEeopPnV976VRo8iOqUIFRT59Yob/vq3CBU14Q6+IX3aw+iWZkE65qFt8cya3ZpzL7bp2a8JLxgSJj0SJ3LGIVSUjdwPyVxqpQzMuqLZ59MYFOUzcvczRrlB8eaGGFqWlNwZvqCkrYaUyzW6DNweF7sOjSuqNIddzIbulMiBVTJoxw1aKYPE3jClF9SJLIhSVYFULLSyGu+2IpUVz5bfJM6J8q2Mwdq3HsauaVpZzek/W0/ijKD508fAMAOafQF9D8l1lJYoXisjaim/STO302H+UoP0Z+JkD2rcOEzeaFIdCWh2awa+7JDbapA4YxKb81ncomilTaoDJukDNt0H25gtmLgxgtkEY3OJ3r0Nast8MocVK+9siHO0VYyYlf/HJ3NIkT3aorjy+dXjT7ziNFuQ3+5LnieiCJU0zbQpucHzPrFx+bn7aSlPyB730Ara6YDKJU2qQyZdDztoJeFCCRWK9V8dlvyQ2dIkJloYHvTdYzFzhUE4J/nLyohJ9hA0h128iKLRCzMva+PFAvofE/i8XVHMX+6TOg12WVFd36b/cY0fViTOyvXCi7JA6wNQGhNkX36difKlpjO80MnfrPFxisCd3ZhtiMwqVvxTlcBWDN/r4pTFq4hOSNK8NiLlD61en9qAQTgH2g4I58EuKboftgnlNYvbNNURzewum+isYm6HSWXYJPzr02T3mReQbWNfqwsSrgn5nZ4g4c7buDGo9xv81s99nsqmNoPfkgS/XVPk15v0P9HAbImFHCpKzV7gABpWf7zN/DYbs6mpDdh0v2lckJHnxXo3m4r+D4WJfSNO/25PymmGoH+3T/yc4qWvewi7p4G/rkb3QQ/fgVBB0f9Y/YJVXRtUlFaJt991pEnmKDSe6O6AX8B8MEX13j4WdqYJLyisGYfagEHinHgp0Wl5/r4D73jfm1EBeGGFtT+OVRVvwq5B+4YS3lALPxoQOOK51IYUtTGfZhfETolSL/zjMOHFAEzN4hUugSmbujcfIXLeprrWpdmrqWxsk/6HOOEXz1Ha6KMC6NstHll0LqB5cwVtQOAoFjdKQdzsZQalVQrj2xmqoxCYmsxxn8g5Bz8sm3uj176whmKTBtXbK9QGBZFrNSSHnjgf4EXg+Js/wPC9Pr1fCTN/tcfZl3yI7H6D8Vdo7DI0+jWxkw5dh33y6xyKO1v4EdCGgO/SRw3SR+U95Dcppq9RNDOK3CUGx764lvhxh9hMwPwOg8AShR1YMj8BKssD2umAzHFZI7EZTe5qF7OhOPeSOKXlNqG9caavF8XhLm8ydWuAVYdIziNx2sQua/ywbNooqI15JM8GxCZMNu08i5uQZ5Hb5aN8CYF/6J2vYH6npD7MM2EicwaxSQHftLKaqRu1lMQEEraz6orkaQgtmERz8uwavYrQoqLerxi408ELQ3V7A6Uhdc4leS4gVJSSG7MJqdMCqsptsvAr8o4i5xycgoLBJpE5RWTWoLBGan4r25r4EY1ThuJaMQ6a3R00fxLamQCratD3iEE7JsZbKK8obISur4axmprW7SUiiwGhkqbrsKDR5y81sGua6GlH6ioPxxn9Z0WzU17Tymq6DmkMH/JbAqILAfEHosSnfKojAfn1BsVLW7SGXKpnUhBAeFHeZ3zGp3FpHdbUOPfb21Ea+p7wmb3CxKloQvkWzawi+4UYiTMGCzug3q8Y/mYJbUH3/jqhgsaqGUQWNO1u2WdrQwZf+Lm/oHu/7BmqEySKT8geOnuZSddBzfylUpGgAtlvcjskmpGYCND7U3gxi4H7JZp1/oVRxl8dUB3z6dvTZvraBJG8j1VtkzrzH9jjDBzoedykuEYS14EJ1RGZQLNXKpLnZLOZvUJyaW7UIDIPkVkDcyZEz94aTk3THPAILyhisz6DDzeIjxuEimDXJIfnRU0MV3KayhcPzE1qyqs9SqsUmb2WQPWTAdn7woQWTM7f3iFa8BXde0wpVPYVkdMOC9sEXJS/rsXIt8q0kzKpWsMujT7xcNMnA6rrxCKKzkg+T0d9YrOCQkufdLEamrMvjZPbbDL+YhOzKbMldTZg4fKAW2/YS3mZgVkxiM4GpM+4RM/aNHrEW8td5tPsUajeJt1Pa/qedKU+r6UIFzTTXx+9cL+hIsxdHmNxs0FlVGHUTGLjJvEJCVf2P1Lhfaeux561KY/K1EnsXCB+Xkv4exh8W9H3RAuzochfEtDKQHUsQmN9Uwq0LcXR04OYLQk3hhfBD2mqv1pizx99gMJqyfcOPuQyv90iNufzzx+/hqG/sxn+mI0bNbDqgoIurI8IktVUjH2tglWXmtr5SyLktmkS45r2DSUMT2D4PftaVJaJZZw9pEmd83ET4hlEFuS5OmUJRfmOulAYfdtLHyd+3KGd0jQmE6QfDdG3OodTUrS6AuwKWBWZT25C41Qgv10QjKppkDzkEJ0TQ6J7r6KdCUgdtElvzmHP2sxeqSg/2IeRblPv0xy/w6HZE5DbpkjFGox9o402FanT4mVZDYjMS6mNmwoILwpQKjor5VNeRDN7UVOpVpcmOJIgMq8v1ACuuPks8y9pEthwyyt/jtodJdpxhXINln/pv1DYpOm/x7pAAhIqaEorTNw4pPeEiM5qShulZAgtHo3VhOF726ROCj4gPN8hmrAlr5Q+Js+3ssInNe5JKExq2TEbisBUtJMCyOu7x+qUg4lnEypo7Ix4aN13h7HzFlZTU1jrUBsUQ8toi3elFai4R3m5IMMPHFpG5nhAs0cT769i1zS14YB2XOGUDNKnAvp3+1RXutSGBCQTmVeEZy0KG8BqBDQvqWO2JYLiJgJB2muITUl5Wqsn6OxXinC0TeKcxvtvi9T7JDRZWmVQXiEIfS8ia3PVP0jUpjHsUR/yiT4VYdVrTtDeWpOayjhEjoVJnRCjP3USRr/hYtUgOh/QTmkyh0SJFtYrwiX/Qk7cqqoLBCzBE2nmrtS0Uopan4mbgJ69AfV+iXiYLYlAzV5m4sY0Vl1qXN2oopVSdO0zMFxNcbOgxjNHFMmzmsGv22R326z+dE0ILgSYzswVJqEDUaIPxYlPCNguv8EiNin79sk3RAgvSilNctxj4BExVBZ2JjEb0Op2qI7JOo1P+UTHLey6JnvE4+ff+XZaaQOroRj9ZoPAVLTSiqGHGsSmFfO7NEMP+lh18a6bXYqVn2nhfrWHRrdBqABWw2Nhu4Rs7bIidD6EVTMojwmGY3GDRas7Qm7bT0g5yg8jYnl7siAMqIwaqG0lFrdJYrwyIp5PkPCpD8rGwC15Bh6rE5tWzFwZw40qwjMW1XVtcpssiqvFEquOBoy/Uqyqyogli8+F9HEJIfbs1URmLF77svsxWzC308boa3ZYNSB+2mLhavcCo8Xe3/+AKIKwxg9JfWLkWJj5HQncTk3UyFcM9LIGhQ3yN90P27RTskGjwMrbFNYYxKc0hbU2+Us9rJrCi2icRZNmt6K8XDb1/gcVB/54K80+qW8FOPdquZ/IAiTOCkIYIPFIlOIahdkOyG/zhXXIgu5DLn5EkI6ZE22S53zMpiIxoVn2FRelBb0cm1AsbI/j39WF2VS4Sbkf81NdVEcVp19n8JaXfhMUTF8dInA0vY8pWt0BlWGD9KMhDBeK66Frt032qI/VkI3U8BTOx7Js/Js7qA9oDBca3RbNfo9an4nhwaXv2ktpuU18skk4L2H5xW0+zlANbcLi5jjvefPf0ehRNC6vMfpNn3ZC0f++MO20AFzS/9954hOC+pu/XDP3ihZWDZo9muJaeX6FjZqFa13aaShvdDFbsPtPd2K0pe5XR33qg1B5oI9Gj6ZvN2SPuSgPKrsaDDzqUe+XZ1NcaRGdMqnvqrN4bRt/uMnCVR4qkFKG4tPdZI7Kde0qpO8PkzoFNEzSRxXdm+ep393H4sYQjawhoJ2nXfqe8Gn2SF61e4+AguyaYnGHR/+jiiAagPVszjY6I+xJ+UsCKqt8ymsCCu8fw6/ZxGY0pVVRSoe68EOKHVtPEZ20SJ1QFNcI2jI6rQgc1fH0odkjXlpk0uywyghYJrDBTZj0PFXDamhCJfmXmNCd7xT5G5pkDhoM/9ZJ2gmZm6kTisQ5QTv6IU3qbIDZloJ/p6AorZLxZ74mqCL9Mzlik1KrWF7ry/050H3Yo7wCXvmKh6BoS0j3lEd6pEj9dUWUB83jKarDiuH7hFqsubpJo8vAixokjgtZR7gQEJ/y8SOaUF7qN/3FUId9DBLnDMrLBDSY36xZfEVdgEwJE7uiqS9Gyd3SpPytfhq9mtqYT2xKY1cV5RfUKK8UUoPZt4shYDQNYhMmZgtOf3YNnIviVCTH285ooguSplnYGVAddqisCCiPmgS2ptEnzzC8qPAdA6ck+Xp3XZ3EpEtpLYzcXUJ5isBWtLKSDpq9QkBLsemAn37HN3EjBvHzkDopCqu+zCVUklrwxUsDystMtmw6x+zVkjoproHKsISra8My3meY1aKzqsNopMld6WF4ki6oLAtoZWXeVEdlzlQHTBY3SKjb8KQ0prDKusB8ZLYD3KTGbAU0MwKEbGUgMqc5+5IIjW4B5p16vYVd1XQ/ZTC/zZKa97TCu6JM7pIo7ZSUz3hhyG2MyLlbst8bHpgtwUGoQPKhaE3me7Qe+YlXnNqA6pDF8P1NDB9amxq0Tybp3a0I5z20iWx6hsbNejS6DapHM5x7cQSrJqEWw4NwHpQV4EcE3Vhcp7HqCnvBpjYiOSNrfRmnolncHpA85zN9Q4Bdhc988XopOznqk7k7glOWUJdT1qQOOKRP+tT7FFe+/a2YDU1sCka+7dPsEavQbEM4JxM8sBT+QpiuAwJqqI5IaCS3y5fi8nFFOxuw+MIGfU/U6HrCwq7C227/JqlTWmo5m7C4RVhzmmmTzCFFZUy8rdCkQ2ROrEYMKK4yqS73aKckbzFzeUiKwCelxnDmCpuBV54jMREwcZONU/YYeKxJYR2UVjgCDe+WDaM6Kuwxo3dXMVpyP80ug6H7G4SmHN57zy1SoqFloURyPpHZTr4qo7BePU/qOKChsNak0SvIva5DPqUVJtljPn5YiqbbSUUoJyFk5Wu+8NiuThF+lNxO8WS79pl0fTZKqCR5qT98xy+QOhsQTEYZf7GidnWN+R0hlKcorrDYd3qU6rAQI4x+PSD0dJTiVgkJJqQygKEHNOk9DtFZTeqQjTYhdscUVkMTnwwwSyZmQ7HzZQfp2TTPzA0BxVVC+ND/ZYdb/uxBCRd6ohxbXRr7SJSeexxSj4Qx6pJa8KKySaHAyRs0+iUKkTleA0OedenRPqpjArJp9CrKy+H8Cw1yWyxiU5riKgPD15SXSSpANU2is23iZyzG/vnZMJMXFZRp9oCBailiEwbTNwRYixaFa5tYLVk7Zksz/ycrWHnrGQlB5sXTi+QDlCdheBVo+h+TKElj2Cd1xu+gawPaSc3ErXDyDSHymxS1AamjtRoB2aM+4cUANRsmuhCw7+71xOZ99KVl8rtcqqMSFeg+qHEqPtVBE3yFm9LYNTHe3E5tYfFAN/UBjVXTpI6YPPr2vyS8ICAnL+PxhX+6huwBg+79ATOXm1hfyOI9nMWuKYbvc4lNayZvMmh0K2IHwigN1SGDRq+ADL2IYuomIS2ojfiUx0y0rcnt9Ok+6OOHIHUmoLxK8pPpu2KYLQmPelFZFz3fCNHKiOKNnTOpjgriP3tXlNQpiRgdvOwfAUH0V1d29rJNHsFYg1Yaahub9O0WtqzepzycgklxnYC6MqdcQVub4GY9akOC3C1uDPAjivS9EYorHYbu95i8OUV43sBoa0GkW2C2BSzkhxR3/doN5LYqogsBqXNtimvBmbeYfoGAEFNHTVoZzamvr2T06wIKik0Kq1ppjdQBV5YHZE505pwWVLsXUSQP2QSWzL/eJ8G7ukTynJAiNPoEYZw+JfWjuV0+XW8ZJz4VkDohCN7KkE32sKY8anXGrkidCminJe0Qm/OpjiiGvyZlQOUVYhAYrsy9ob+ypQ43p0mMB50oYkDmMMSnBTBnV6FnvzhnyTMNfNtgbodDo+c/sMcZWJA92mDqujBeBMKRNl7Go7hGURm2ae+okjwNPQ/ZhKdtihs9zLYwx/hhgaRXhxSl1QFj/2jQ7vNoZQX5mD4u/IuDD0BlTNE6k5TwXChg9kqFahvYZU1kVpPf5ZLbIrkZN6pInZGXXR3RTL1A005LyUs7ragPKJoZk8RZQzZHIHNCwjLNjCTB/ZB4eaEiNEZd3nHtV6n3KrglT3jeILonyqnXhdGm5Aw++skXUu9T9D/WJpyT+sB6v6KyTFCzQw+2qA6ZtHo98ls05eUyMdyYJnHSotHv0/OUhL7qAwLKcOOadtYn9/ExSisk3zdzZQg3LhRhi9t9sgcU3U/L5hVeVCxscVjYFqO9QQo/I7mAM68MoU3NyLeFNckpQeq4gRsXD8kPKZwS1O/uw3tZgcoyCWm2+jxCeVnATknCo0+84i9opQwu/4V9+CEJ1YcLmjMv/yAEgkoevFes4tRPT1EdMFG+prBWyBxmX+gS9LUY+SZ0fSVCa3sVsykIP1W38Fc0yV3u4YcNIvMaZ8Fi6+1H8TskF7/0p1/AD0ut2TNghxPHB2XjjiqW3dUmnNc8+q1NNL7eR/qARW1YM/CwIHm/NLFFSouKghQ2XGEjyu4r0E4qUsdlQTf7Ahp9kpe16xJebPQozrwsxpM/9R7a3T6vf/U9DDwsRkGzR4y+3icU2WM+hWubtNNBJwwNxbWa1LIiixvDRGc009c8S0Pd2l6luqOBG1UkzhpYNfEaQgVF5sEw8zsUXU9atJOK3C/VOfLEcmLTmma3UOaVlxmEC+LJtDKSW2ruqpI6bFJcJeHb3Fbx+rL7TLqeMkmchZFvV2inFXYtoLTCpLzcID6hmPvpBm5cM3WtQftsguGvmrSzPouXuXhhWTv1AU36gMWvvuQuQnlNdK7Dqwp0HdD07A0orQbv5iK7Pvh2vHgnWvS0TWxaE1kMmL7Nw/Bh8RKNXdFEZzVT19tYdVCuojHgk5iQXKVV0/ixgMCGdT9/FKerSeKMgY75QvE5YREbt2glDWIzAern57HLithJh3ZSkT2kSZ6CRi8MfsvAamqG72tTWeVR39rAbChyV3qUVhpSOmMrtv/h24COkTkh3LF9Dxlk745gNSB+IIw2VQcLIakHLyGYjFqfRWzSwGyBahsYnqI6pHDyEoGzmqIgxn/WJz4ZsOslB0mdcwl3SpnMhoR0owse09eEcEoyv8/f6uBmfDLHNE6qRXV5QKO3A/jpDpi6RsqSpAZWkz0kJVDJU4ragKgTq6EprrRoXFUlNitgseh8QGmFgXcsKUC6oUAYrHoFPBWf0KQOW0x9fjnF1QbeSwtkj3tCpZc2SJ9qUxuC0s4WtUEDqypAosVNJj1Pe+TXmfghxcCVUxTWi2K3q5rJGyLiQd9aYXGzYE6cooEbVyxuNMWA6BKwohdV5LZGmdsZInUmuJAX/27yE684lYZTrw3hxgPaaY35UIreRyysmsKpatJ3xdCmhAkyxwIik1YHhi6xf8OD+gqXzGHF/HaH2Cmb+DlF9mhAzy+cI1RQzFwpm0HqlOQsU4dszJYQlOe3BbgJxdDXTNxUwOIVLl5UUR02MLeUiE0rBu816N6vWPFPLapjPvFJid8LcEUso/Mv6hQH9ytWf7JCca0wZtSvrNL1uMX7P/JSRr9WojiVRAVS6xgbN7Ga0MgapM4G1IcDymM2gS0W/rKbzqFNTW1YM3Wdg13VRM9b0N/CqSjya02BnK/06d5rUP7pColzmsGHPfp3N7Ergi7M7QxojrgCkw9pJl4oAAW7aJLfosltUc+SMzcFZn/5cqF0q/UZOHmDgUc8yqMW1fVt4lM+XlzGPf6zks+qjWoavRp9T5bRKyZJH5eX2+wWurpGj6IyYvDKt/062oTHP7KtU0oj+bG1H30bi1e3yTxhS4H91goLXx/GjUs5klNWhEqQedQheiRMvcvEjSnCT8aJzWhCFR+VahMUHCITNuUx4Z1t97kc//t1VFaItfznH30NfgjaSU1xq0uzO8CsG2hL3t2524WLN7KgqA1rUudcBh/y8EOK+ItmcT6WpbbMIzIvC7v3qYD4WZPTvxfip37mUVoZxZbLTpE6rohcncOLdJ5rXRGb0XRtWeCqT/wmVtHkzr+7idxm2RC69iv6H9XkNykmbw0ImhahRQOn7GO2oXcPFOcT+CEIlX3aXf6FNdT9pSir39OmneqwzuQ1dsG8wEoVygvy27+qRONcguQZ6DpYw2wKAtV3ELTrGvGaKsM2yXtiuAkJ6YWvzNH/hE/ijIRj22lFYZPm+Jtl01rcIHM2eS4QYFLDZugBH+UrnJKQDfQ8YRI561BYD+UxAz8aUF4T8P5PvhizDYEtoWKA2WsDrLfMkRiHyJdT3PKyJxi8epLyyoDKyoDAkkhLal8Iu6II5Q2aXYrBnz9D1wGpbQxCAaGcyfxOQZl6UUXypEnqTMCBz28g9ERcntVpR4AqTagP+yxulRrk5hf7MFzhkG4npUzLi4qxlbvEoDJqUu+ziU5YjPyjkKHETwr3ql2V0qHCFnlH/+32r+GmpP67OmxQWaaw6prqCh/zzULpWOu3BPx23qS0wiR1tkV0TmM801hCw9jnZggVhOquMmqQOaTo+XaIzNNFDnx0E4vrHWrDkusML0jEbHaXjdmExoCPUwuwy4rM0yaBqYjdHyN1TKjyAluhAkXqFMxfIeVoyfMuWgkPtRtTVFbK/bhx2XsHPh6iNiDYlJmrNd0HPRJnobrCY/mXXbyIgJV694oXW7+yRjsBga3JxurMXm4SXnyGgtQmfUITOxTCD0FpXcfzPxUwebOkhNwY5L86hNFWpF46LWPWUB8McB5Ikj4hwKrYpCZ11iV9MmDZp2cY/VYTN6ZodCui8z6RBY3V1BeaL3w3+YlXnGhInDYJIpInqY4EuB2S9dqggdmWMpBn4tPNAZ/wvCI2IwXiz8TdrSb03jiFCiA+6xM/X2fq88ulq4CGVjag0S0JdcPVuGkf5Sl6Hxfo9fwOg/g5k8gZYZ9InQlon0hS75NastwlmvO3honMSmmE4UpYpLTJpbAeBh+UcZgNaAzGMJuKWq/F4N+HCJUDtAEn35AAU+PG9IXkeHmFWNl2xScyY1DYFFC8vE2t32D87mWECor4eeGvrY6Igks8EqE+KKjDcMFnxeddcts09rdTtFOKRrfFuV+UsFT8rIlVNgjNSF7BX95Eh3zMFkIgcdJg6CFPuql08sxWXbH36xvkftriDRTW2oIiPODgRiXv0LilQnJPmNJyIeOOzghYZOFLIyxuhtgZG+XDjVcepJ2W8Yp3KnWHqdM+2aNSFtSzXxRbK6uo9Rokoi3MJvQ92RLu3aR4SMZLFmn0BlRWyLGNS+uUXlSj1mty+saP4eQN3KSmstIne9wnccShnVas+Lxw1db7AzFcaorehyyi0wY9e4UYuvuQR/aQPL/KioCBR3xKK2xmLreojBjknupj+hpFZNLikjccxGzB/E83aHZrur8cYffv7SR90ufoPauFuu5gF9379YUuNKVV0PpqL25CaoaT5z0CW0veZyNMvyDAD2myey3S+22S4wFzO2yaXTK34idtQgVNvdtk9SefLUfJbVUsbk1KfjKjCOdcotOKsS/nKWz3OuFUhX1/ivi4gR9WtLIhKeGakhBcYaOsidJaCJUCCutlvcVP28Q+nGbuUpP6oHhutaGA6KRB6oiFFxGQy3/92X+muEaiIz33OxTWWgThgPik5vY/u4dWWlIWdlnRc8Cj/xExFrqOesKktEn4XwF6HzOp3jlAz6smqA4pvvHVneT+eZjufYrM2jx+SBhkKrsa2FWpe1TbSwAUXl4jed4jOiWIdrtqQCAglHBear6rKwR5u3C5T2PEo3xTXdZT1WDwIYnEVK6vY9WhOmgK0ttW7P+d9xPOCdjNqgsnbDujmXiBSWV5QKM3IH0yoNkN191wAMIyp//uIz+F2VBkjgia9aafego3pohOmMw90U/gQO5yj+wRWWuZEz5nXmETm5VcfOKESf/jPsd/uU8oSBWkr50VdHW3or4sSTQn+UoCKF3XoDqqsVoabWisOnTvNagMWzR7fQJbkb+liTYU1VHJx1ZWBESnFdVbqqhOt59GlyUEJIOioELz4u06FU3f7hp+xKB6aYPwoiY6ZeJFDcKFAGfRpDLqEJlTzFxlorQmMREw+ClHyEbSAe33D9Dud2n0GASOpjxmUBswqA8HpE/6DN0PbkoMhOiUpE9aPVLD2s4GzD4+QOvaCpljPtoUo31xM6TO+NSGFTNXWixcCqd/vp/5S4SJTptQXm5S2CjlPLVNzedVSz/xilOALsLYoXy48aqDkkfQUstUHRYmD7OtaWYUfY8o6oMC+U5M+DglTeqgTXVIMfXUoBQ6tzUzV8aJzfikT/n0Pa7p3qukBjAuXufYlwWMk/r5yQtttiILusPir3EjisDWDD7iUx0yhaUnHZAYDyiulKR5szcAWxMqKspjMqnaKc3cThM/pAVlF5UaJhAKrdCcRTivWHZXg+qoUGOV1mhKK4Qhg6RH5HgIq6Fpp4VDsj4oSFDDk3BVeY10LDB8yG2yOXe7Q+aIIlQW7ttmVpF4NIKb1B3vVhGZF8/Yr9j03W9R3twmNG1LRw8ged4jNikGQSvrkzn+bA5NKwECFH6pihuH+Ws8mt0K9VQS59YFDBe6D8hmEirJGGJTiuisPM8j795E8pSAMtpxqfd7RuZ2KqrLpNtE1yOOhD67FcE/d9G6oUxhTUg8lJUNYlOa0sEuojMGkTlpC9b/uRCRh+M4Fc3yr/0iblKo3DIHDJSvSZ31afQGTF8jwJNtO09x1Sv30dzQwK4LR21xjcDip64zKK2E/Aa49vLDLFxiYb1QvC272uE9jvg0hjwevWcTVkMTi7ToPqCZf0mTqest5nYZeBFNJKexqorH//xviU1pnKJm+ZXnMTxJIwR2B1w0qygvM4jMKiLjNvFzRieKIVb+4LWTZI/4LG6U0HtxPSx700nO/VTkwjMcut+l3icecuDA7OUhtAlnfjpD7LSNl9Bkjwa0uiTEF791lqnrLJyiGEbFlQYrvtAiu0/ys+G8S2RO1qO7o0JphYUX06ROCRtO/LxBs1tT2tLGqYgi+chf344fArsi5TJOWWPWDNoJxSf+/tYLoVQ/DNX/UpSUSFyRX2uRPaxxciZDXxAruJkVApMzT45INCGv6N3fYPHmJrXHu3FekMOuwRs376adlPlpPJYi9zfLWPHOFosbLJLjAVaTDjgMxn7tBP7P5KVLzzGTSC4g87RJ/LSFs1/KJryoprTcJH3YIvRUrFM7DrnNFtqCTX99B35EwE71AQE8KQ8GH9JEpw38eEBhvaBy98yOYM/K/WgDInMSNlUBfOOBbSQmA4y2kDOUrmtgFyzKYwZuVDF7mYFdNCiP2rSyEgotrrRIHVcUV0kzgtpX+wVbsaip95gkHxunlRWPMbI3ih+RPazd49PKwsI1LtqA9BGD0vYWei4k3VcmxdiNTsn77vpclOQJEy8K9T6DZpfsD8oTjm+Q6MTUdTEqQya65ODFlKBmtykicy0SZ55lxPKSPsWVFrOXQ3GloFqdgsH8doP0Pof4lI8xVJfOJwvSAaeZMWimDIyWIMyjM5rlXywzfE9A/coa0UlDoiafjTJ9o0ZHAsy2IrKgqIyaJM9I5yujrQgvSB1zqChgrOoKj/C8QeNlJaJHws+vl354lfajES8sUOvff8nnCBUUez+yBa4tkDor9Xx+SBRZo8ugnVTkNyrCKyrUew2mb5QQQ7NbSj3cbpf6qCcekILFjSblMZNGl0Ero1j+5QqBCYGpGH+VxmjD+QdH8WIavbJOO6XofcqlnVYsbtPEzhuUR6VlVzivMRoG5hvmcROa/CUBQ/cFxI47NPoCojfNA+BmJQ8YhDTpE8K6Y7qadlJQvolzYuXP/Gb7AohEDTapjglZdurJEE5JGEYGHvOpDwbEJp5hMxGrMnnSYP46l2YXpM/4jH7T6/D6yuRv9oj3ntk5L303w6KA7arkqOKTbboftlGeomt/mfw6Gy8s7C3Ce2ridzx5s9kphM4ovN0ZIgua9H4bsyEhcvXZbgJb+IYji4FECRpSOpA9UiUyI3WgzS7x9kPlgOqQycrPeCxuNHFKisQZg959Lq2MtA665iX7KGwOcE8naGWlXZpzNEpgCfI1lJdC6fCipt5r0E4KXdmHb/gY2tQsbrCJz/jMb7ekuPuMQbBdSOvPfmo1T3x8G71fD1EZMbEa0Or2Kd3YwI8LObvhwiP3bSJ1KmDxbIY3vusrF2j5hu42eOs190EgVHDml7I4FZ+gIEhjbUtZQWWZ9D5c/am34cYVtZurTN81Jswxu+Y6HLgB4XxwAeAWyWn8SOf9WaI85u8eppUy6D6oaY206dsdcPD+1STPXLSGYibB9grOqjLJc4LwjNwyT3RKCdqzpMi/uobRguqNNcr39uOUhKS/Mio5pImbIzz1Bx9AuVBaFhI0dgiCM3FaGaEjLK6BzSPTGG1Ib1okftwhOe4JobwhkZvCJkFE13sVjErtb2ReOKXthpDQB9/oJpLzKG5rY9UFgBYqKKavke0qOh/ApgrxSQmtVZYH9P3ZWXSg+OlX30/4oxnMhuYTBy+jsVa8BqVh6ibN6dd2kT7lizHsQW3Mx2jD6Q+uQ3+pCz8MjV5phdbolZpsP9Jh4PFE8UdyApjLHNNUV3nSe/OmvJBS+FICYTYgv83nhpv3U1gjPWqHv6lwCorojEH78Sxubwf30KupD2nmdtj0PRkQXpA0j1OSnHLi4ShGS3AV7RTYFUV7uE1lDHr2KErrPBIT4ilqU9ogJs97aENQ7PV+xfTLVxAqSH1sfTjAcMUwiY5bZI8E2HM21bFAQspHhO1Jm2JUNLvF6K2OiZK2a/Ke0qc8onPSmzNwYODBTiOLgsaPyFy1iwIOdFaVyR7SnH15mMoyacEGkDxq0U6K8d7sFvaqzDGNF++kdgyFmw/TdUgz+uaT1EZ9KSkLIHVKQIu1IUV5VYLqgEloX4zYjbLXVkakt+YzHbTq/QFOSehTvWtKBJbs27Fp4ZjWBqQPWvz+mz6NfjwtdejPIz/xitNsCQnAB/7wVTT6BELu3JUmt9mivAqMnUWaPYr8FkGwDt/bJngqBSBk7VUtIVsHVMtk24azGK4WC6krIHXOR1tSPza/I4FdFdhy9LSDm9Rc+aIDpE9o9HiU2pDGjRnUh3yW/bNLeb1HaZ1PdUxqCXv3aPTHe8kcBbsk5QPtjKb3SSg90QtA7KxJbFIRnpdaydpIQHlM6sZ02JeWQldrvKfTJE+LoovsieKHxNoqrfXxYhLSmbg9kNrFllh5tQGDwqUusTmfzB6btTeeZuo6RW6Tc6GRq9lhjuk61ML9Qi/R+YDUKVHQ2hClkNscxospzEtK5C5NCtnzWoNLLjlDbM6nldYX2D0KGwRpWR9z0RbUhp5p6q3peUTq4ITpRFHvlfKGN9zxDeoDmtwlcQxfFE50Vjpb1Hs6im5LmN59Hn/+po9SHdXk19sYbfDiAXfv2czIN8QYshp0Gj9rYrMBP/XTj14gzq+MCgTfakDyDLztzv9CbFwg7crT/OFr/0Fyq8s11u5E534E+LC4WUp+4i+cRVsaNR7h7Es+BBqufsFBEmelNi913ORv//zlRHISbo/fMcmn/+4F4tldJx5rYY2NnTewaopQTrzJ8IJY3HZZ+sm28hHUtQVpPPyRHhqjLsU1BoX1QpJv1TXF9ZpGf0DyNALcmZfelq20zJnw2RDNrDQtDxee9dqbv1DAOx0n8rUk2lCUVkP50V4hXVgt76vrM1FCRc3gRx0i85rInGb5rgmq2xsUV1k4Wwus+Ke34GYDyivg/KsDGkNSugTQ7vJxioqF9y6j2Q2x96WoDQvS06pDdEFITEKLBpUrG7SzAckHIrSTiuJa2QibaUVzeYvqVXXu+9iHsedt7Jog2DPHPW677ilA2JrMPZLPXdhqER83eHTfWga/YvOlD16PGxWPL7YvQuh0mCf/5AO8544P0rXHJDEO5WUmhfWKyhqfrr2S52+lVaepgKY16Ar5yLzGmrdJnQzo390gMmtQ3BCw+PK6AAsDCM9aQkH38RT1XXVp3twW7yV12OKxz26jPugLyC3fJjon4VaQ/Qikk1D/4z7ZY0JdmJiQbiV+pIOW1uIR1QaFFKEx6hI+FyI6oyiug8iUxcKloqDiE0KGUu8VLuGevZrsMWnPtrg9YOirJtFJg9CiQfqMR+J8gOFrQgVF3+Oa0mrJ7zd7hEu72efR92SA2UYUfsxg8do2tXUt8hssqqOa5oBLOykgMpCQZ6gg+V4/Ii3H/EPSpSU8b5AYBy8hddTPMBD175bUmNUEw5WG9uGcIlzwGLlbamtP3bmG2IQpCr1bsXiJxnc0rYy0qkufbqM8KOzrobRS5n50ymT55zXtlERyFi8JcOOark/EYLB5Ye65axtidETgTz7yWjInBRT2fPITrzgB6kOawjpFcnWBdkrQpIEtiNiDl/0jzR4fq2pgNhSTNzj0PeVSvKbJzFWS6wgVpTRg4H7Yd3pU+lxGIZQ3CExRrt6mKnYdogtCnxfOCSLy8S9vITrrkjopE6LeZ2K0FdNXh+h6yqTvMQHSRPIBhfUG1Z8pUR2WThTzN7vEzisWX14XSjukoWujV8KqTgX8eED6dEA7CcljNsXNHjos+b7akMa6rEBtJCB1QhZ4aNEksKWlWuYpW8JBgVhwtTGf9H6H1psKVK5pcOYrK4lNCWI1sCSR3ugXysHiaodml6Kw1qDer+i9cYrSZpf8Zk19UJM90iLzqTj5LQFWXSzAE19bTXnMIrSmTHGLWMu6v8nCDghP29hlSJ8QxGZiwiPx+imWfaVOs0tjl6VX6PD9Td577wvIHBNlEJ2TfGr11ipmW3f6Tsq9l0ctfvOTv8C7X/ZJaVLeq7lh12Hees19VEZMYlNiSYZzEnLKrzf50teuEENqk+Q8WimojQYUrmhLl3dP/pVW2vzFH/8s2pB612iHq1ZlWzglCfVUl/sUH+jnwy/4CMlTsPFv7qDZrdj7qS0Urm7RfdBn339/P7VBhV0PiK0ucu6hMWK3zRI/r8CUe05M+EJUsKBoLGtTWqO54Q1PkDgrxoqbDAjPWJRnE8L3O2aiGtJVJ3EO4hOdZsldLZInBKzzP173WVoZmLoR6sMBvU8IDL+VUqjRGtMvcS+snye330nvXumJWh02aPe7ZI77eHf2EspLiqLWL17R3C6HhatdFq90mf7mKJkHwnhR8J/IoNqK2Lg0a4+cCJE5YNB9wKc16BI/Y9FOaZoZCWnmttpgavIbpbF67hLJUakAUskamUPCeQxSQ9foMqgsB1W16PtCiDeOX4u5qkp5BdRHxZu693M7AYkAtDMSVWinpSNLdMKkHRe2r7mbXPECfdkQV3zxLUy5Gfb80QfIbxPsw+CuaYy6Qe4yj9bGBo0eSX1UlkMo2aKxqSG9REuKer9BbmuEwILhezX2vjj1fkVtUAgWCps0c7sMRj5q4kU0lZXC/ewmpMQmccbEqmvmf70p5PWBhOrPvPyDgKR0Fi6xpFH9OYfZmz3pzNSvLxhA8UmfUF44Yrsfl1Zv/Q/nCeck5ZE63ilpK/ikDwlCWlsCylncaBLYisRpk+qgvGe7Jl1RqiMGi5vMDle15AqHHnLp3SOlfZmDJm5MDPjAEsWS2BcifiREbdQnexC6H7ewa9LVCSA678t9TwRkDyjsikGr16P7QAsvKqjb9FFFK2FcMNgXN1iEF6G8sU0rJWkvo62ZusamsMqivLMpGAZXsBKJ8z7JU9K7VZtSazpzRQg3DpkjGmtDmcwxF8OD8dsEYT70YJPs01JZMXOFyYr3BoTnO4xjsSbRWXkv4QVNcaVJ6uR/YOYgkLo7bUL3/46QGA/oOuwLD2qXz87fexvRaVnMXUd9orOK4gob+0wY5QuvYnRWXuj8pQaq04Ow54BL6nRAebm0JrKfjlNaqfAdCSnVhiQfECpo5t7WxI1Lay+zKfkKN65pdEsYID4ZsLhRfk59IkmjX/J4vd+SjgLZZI3IgtzLyjtrxCbFyg/nJVGe26Lo3eeSPeqiXEV4yr6QrPZ2Z0ieEnqs+pYGVl3g68V14m3ZNclThooK5SrKKwKqT3QzcKeD2RBvrzbUAThdLu14rJpwfL7yZx8ApKPE+dks8eM2VlXIDsZ/0WfqJR6x82J2RaeFe7TZDd6hJHa+U+6wEMJoKbJHfLK3T9HoEa+ysMam9NkhjLbfaTOlcIrizSpP8nZzN7u0EwZ+WNOeidHoU8SnAwxPchDRhYD+3S5/8L43Yrak7nHf/BCff8/NFC9rUx0Vo8FsSA6svrqFH9Ic/LX34yUCnLxxgdHFcHy8LpfakCY21ckN90loq53mgmGjfYPkaU1+q6Au/Yjmlx75OfyIojHo8763vZ9QISD+dJjMr46z6a/vILyoyW22SP59kq7DAcEnemnfWCJ1wMZNBkzfID0T67vqDH/NJLKswqlKDyCbu10WZePkZIOtbmyBpdGOxr+9QKNHk9se4JyKEIQkTP+/jtxKOxOQfdogc1AUT2mVoH+9uSipJ57Nz1z/5l9i5jaXZlbjhaH7UZvKqIlTDWRdPS38pguX+bhxTfcjNs60jVOSPGo7rTn8y+8neeaZLjAyB6s31chtNnESElJ1yh2jNiQWfmTKJH08IHm2SddBqbuMXJ2j+Wg31VF54MbVBbJXzFIdhdiEInHGpNZn8omxB/nYpR/HTQZYJYOFbQbpG2YBMLtbuCmfwJYmBn5I426rEioLstJacHjZKx+mlYHhT0lN67uPvYAdf/A2wUpoOH94gOuuOcjQtwzij0fo3RugPFj2lQbO7gQDX3SEUq9farpL6wQtv/C6hpQqpDT1gYDwImQOK/p3+7gJCzcTkBisoAKoL3eF6H6F9AwOHs5QG4JW0qBwbZPVn5JylMhYhebKFu5NJcnjnXSITwXEJqE8apI+2Sa/0aSVlYiMG1c4ZYP5KzI4RaH2bGUUdrpJZdgUL7BHkKOZw8az9ZVBB6uxGOBFodZvkDzb4b8NS8lY7942Vs1j4oVSN6tNoU9spdWFDkBuHGngkDeojghNn1OSJg0gDSG0IYj70hrw19ZInLJY2BbCTQb8zjs/JVSVw+LYuDHJbZtNoQBEg1MwaPYoorNi1BqWlF45JUlZCX2j5F+7DiiIe1gNAW16UUXiiwmmbrAEsV5RxKYVbtzCTSpSB2VfLq2K0vuUdNGoliLkbpBm6arzuNz4f+Q6Tgei8x7uSIvpq6PMXqtZ2CaE6+F5aVgcXtAkz0lrpdI6nzfc8Q0SZyExrrBqQpAQndX07NNEB6tSkJ+Sbg2NjQ20JV0orIaUBizc1CJzTIi4C9s96gsxyhtc+vYI5Vl1q9DHZU76rPyVY8Qn29Izsw122cOuCuS5MiYosvBfZaV2Dmj2Rqhc22DgkZbQdgXgdnm0k6bwuTYMmoMusSmNGqnT92QLsynlGgNflo4a8fMw9IBHfNqVllhJRTuhSZ4y0LYQLjglj+iCj/LAi2vMXQWsikHmpGyOpRUGX//La2n2ezT6FMZ0GDcBsSl57j3/HMaalRAvCtyE5GPbqxoYrtwrcCHpXh00WbhniGZW4xShvNZj8TIXbSjGvtZi/+++H7sqrY3iEwaJ81JXabgQmTP4uesfRCv42d/7OtVhyZ2GF10CWwm1XFzy3cWJNK20Iv24w+CuabyoRAmis4ruhxx698CWd9+B7jDnBKEAo6mwj0Wx52zSx4SjUludkNT6Bm5CWsIBGIs2lVFF116DxLjksVK7w0JsMW7ylk/cweJmRfq0x9HHlku5zCpNeFEzc5Wi0SVGSt8HwqRPuSTOGpx5+Qe59PpjxB6PMnmbT+Sfk1T+YkQIxpWgFv241LW10gaJgyHsgoE2NKXzKYIQxCZNPv2m90ge5rRPs+EQnRaof3llJ5/ahMbGBslTBtGFZ63lwlobe8Ihe1j6IeauEQKDmWvFsKoOGxi+ome3yYovVC80IXBjitZVFXqfDFj9qbcR2JKb7d/tYlcV4UfjNEfaJO6OYTYEKOPFxLBMnhHO2cJ6RXF1mOqQQX0Qmg9001jbojkslIrmN9Ms7u7Hqin6XjUu4fgoXP+Lv8TlYZOh++Ddr/57ug4GzB6WdEfy/giheYvotKK1pY4/2iR2f4xqv0nqbED8nOLu915FZA4WN9lMX23h7svQ7JIc422vegw0HP0/myiuFKDL9Cvb+GHNxAuiNPo0uS0msRnNii+2aScMksdNirfXMPYlmLlOaA3NhkSyVABT1xpMX6ewuppUZhP4YVi2bJ7ixgCjrcjvcvHDYHgSLRv5jMX7XvFheUFPpIgcD9E6maQ+APU1LVppReEywTnktoaITosHWxsNCBcCEmc1sTm/Q5sngKvEfTGcirTvsyqK8dssGr2K6RuF+QfE0HbePEsrq+l7ooYXVgSWFnJ3H0orbCZujhKekfx+o1cUyTOdW1DQu9+VvqueKNvAlFRR4oyoExUIh7Mbl7md/maUyiqPdkrauP3uJ99IYbt3AXA5+u0mo1+vSL3svBa+3JawpQU2GJ7GPBOhubpJcR3EJgxSpyBz0iVzUkgaQudCeBFJn1gvXxDqz90BXlQTnZG+sSoQ3EppvdCvmm3NmVeFSZ6G7MMhVN6m8fqC1Cn3SNPt55OfeMVptGDuUpvwyTB2DbqeklxRaY2mtbyJXYWr73hSDg4gedLkffuuI1SReq52Coy2PKTFzQr7nhT5y9ssblJURxXRpyPEJkxmrjDFYzzbJrknjFORkK1yDaLjFsozaKZNnBIMfclm7OstFi4xOP3edZSWh3AqQnUXhAx6Lp2Tn22Yu7VNZUQsMID8Bovok1HOvE5RHxTkXaynzswNvhTkFxVde4SbMQgMJm9yqA/IZrywzaDrsE+zW1Hrt7j/G+/ogFIkp9C6oUz8nEltzKOwJkQ7YWB1AAuV6QT+cJPGzxUYetCj64hP7oY2RkPCZ+GcAiVtvSJ5ySV78QA3LsCfUEFCNf1fEU/2GfCJHxbrtrK9Sd/Nk1gbymgL0octzILNiTeHmbo+zMa/uYPFyzzK6zzKaz3mr/IJz5oXkIRf/tvrsGvwvsPX4lTEEi2POaz7/YNoQxGb1tQHpeVao19THYXxmS6a3ZrqkElpdSBh5l6D+HTANVuPESpA9LzF6I4pEudFabfT0r+zssoDA0LHImgl5NsAQ/cFNNc2Jfd2a51WSvpEVpbBr7z5S5gNsJqK3GYLq6HIHgkIQrIgb79hD620YnGTIr8+xPylNq0MbPvTO3j6rvUkz3vEjzmYr14g9vZJqR0bFcpGuyjUee0U1IcCskc06YOW9Iv0ILSoecsf/Jpsnv0mTEbwryph1zXJM7BwhU9gQ+KJCFZdM/2iZ0O1yXEfFQh13daXHcGZdjDaGgLh6DU6OTnD19SHosJnGtdU1rokvxpn7uUtujfPE5mXwvlGl4QkyxtcnBnppZnfGtBe3ZBnnJKN0wvLPPEiomCeQadnHnPAV7SWt3AT4qHGpwK+se6rmG1BtufX2Vz5629l8sU+v/aNN7Dzd566sIaaXYquQ9Jf88ZVx+m+O0xgK8Z++jR2TQA0lWU8S2WJoGetuijzz++7lLe+4Fs0ugxqyz26DnsknogQnRYu09QJSIxLVKe0PER1SOoqs1+OUh/1yO6TtFDqtOTyfQdp9n1A4c9FUK4icd6j/PlBhu6F5GlF/70WoTw4BSnramZMfvnJnwUgdFVOStxOCTJ7+T9IaVLkTIhGr8YpadopReKcGINeWGpqAfSlZQobpd9mYEpIPzHh41Qg+7SwP6UPCbmCtiDxhilqnxkgPq4orItSG1TEJiH5ihnp2WlKe0SrAdWxgNaAhxuH4ha3Q9wi7FWxaSljqfdr2FGindIX+qwKbkGiOVZNlGrPbhO7ovD6JDph5S28iKY2CKd/3uD0a2IkJjyiOV8634y5mC2h5dMGoCG5J0zPU+KdRud9zt9iUhkxMJua5GlN7z6X5GlN9cFeimth6maNv6JJcsIjt01z/lbp8xmesUhMCBd01z5FYauUH4UXDOzPZWn0SIlf/+7q8+ulf4NO+5GI0kJP1RhxqY5IA+L4pHRuN3IO3jUlHn7/Tlb++hHxjjToskN1wCSwBDxhtMXt1iaUdjXpftAheUYS19E5QfXFJwSIdOZnDEobPcymL01RTwgJQXhWzucmpHZr/LYQyTMwv0NyC/lLAuqDAXM7bcrf6r/QpqvnnhDF65ss7pB8jlPSVC9t0POgzeDDTaympjYfY/DbxgVwQjuhWNysOHXDx/DiAV5c8oHbrj+OXQ0I5cWL3vJr78GNK+yyXMs/miA2E0AooPtpIYpe+fKThPKKvkcNQscjNB/t5vyLDGavUKR3OyRPG9Q3SO4lPiEWseFqav0G4VkxFMzLC1TGJGcRWMJTWxvo8IweU3iJQNoOfWaI0LeTtDICLjDbkDxq0/ekS2IiwCpYDN+tSJywBOp/XjO/Tbq3eBEJdYceSWBcWRA4vgcH/2Ir5csb6Jcu0nVQCNVX/FON1EnovifE8q80pentU4rUCTEw5i6HE+/dAAr6nmrjv6ePUFnOl711msQpk3B3g64DQreVOiXQepA2cmdu/qgg6s5FyRxvE16QZuCBVgzdcl6Iy8OazPGA/EaFNjSFzZoD79hK5rpZnLIiuKkgOcdscKGlXK3XlJrhu3opfGiUZrcicczGeGEOsyncq4Yr/T5Ly4VOLzIrjE6FzVK4H5vUVK5osPrji7gnkhTWSx1d11OmMPt0SWs7vGeX9tRN0iC6NdLm+IfX44clf282xatsXlElOivI9OqQSTutCC8qYmdtii+sE30qytyZblppA6cifNF+RJPZb+GUheMzPm4SibWJTwgqspURoAdaajCtBgzf77LipaeJLgSM3gWqYNOzt0X/4z6tpMH2P3wbrYyib7eLFxVFbpQtQgsmdx3fRJCQHnSBDY/81QcxG5oH79om5AybXJ4+PUJhrYWbFLDL8lvPSmOBFQ1iM0LTWBtQDHzL4gP3vIDijhbx0xbT15pE54MLLcYWd0hk6eTrP0ArK+C7yjJpGh4/YxEuBpx84weoDQjQqnCJNGbwoorIaIX4OZPu/36WvocWaWQN2ilFYZ14a+GCpjrms3hbk1hUuGrz80l697mYTQnvVkYdhh70SZ8MsDeWaXYp6lsbkhpCyBrsihhUPR+PSq/hNZrUuCi3xU0mvU/WaKflmtURzeJVbayaJnfXMLmrpdFEdViRPe5TXq1ZuG9QyrxuLuCHFJGcJntQ4cwK2f7Kz/hYNYlm9T2qKFzZIn3G5/ibP0D0riSZo9C3RxDM1RHZj5QP/Y8WqQ9KqiG8qFFlgeOnTkNkQZE5rsk+7GC2FPkNNosbLKr9JtmnpINU5rhPK20QWVDYFfECo3OayVs6zzOnKWz38KJQHrEw25qBF0ygLU3voybW6TBT10npitlUVC5rYDWkP2j6mORs0RK1icwLqjcxEdD/YJ7x22LPq5d+4hUnQH69IrvHIj4hIbbFzfIQ/YSPc1+K2pDioSNrJE7e1jiLBq2MhCUCS6jAiuuF8b/73hDttMJqaILBJo1eRe7SgEguIDYbEJ6wscoms1eEJC9XFnabxrI2pivJ6dLqQMifo4rufYrESYvwtMnQ/dKAN3vUpbgeBh9qSdjvm2ESJyUnWFkGzqkItUHF5PVh8psUyWMWjW6D+pqWMAX1S7hlxx+8ja69Bife+AHKKzVPPrmGdsIQMvuxmnSWuKaAF4XKOpforCI20wZfkdsSo7wSpj+0Em9XhfldmlZ3wDt+7k6yTxu89Pon6HnVBIENN609TigPpRsa9D8ujWvNtnRLqQ9oyjMJIvNCybVwqXi3z3QTSUz6DH1b3pPwiQqgIjYlZReBLeT4jS4Dp6gwm+LJV0egslzRdcST+lJbgBTljS76oQyz10hoZeaGgOjBCKXjWbQpoK4TvxDCTSgaPYr5SyMEtrz37v11aoOCPi6uVURyAedfYLOwxWb2MoPEWZjaO0CjX+OdjTO/U8K85ZXinQBc/45HWfP3b8Muy/hzW4ScfnGnz4ybpvyRYby4ZnDXNIW1Bt0HArr3CGCstMKh8GC/LMYHM6hAFPqh//Z+vKh4DU5JY/ia+cug67BHK6OJfzCNXZX2Z3ZVPM30aWlDZTWljjd9VNHo1TS7FSver2n9dZP+x32cgkJbmvzmgNJ1QsMXmzSwc89S7qm2wq4paBqESgGhnEF5JQw85mO2NOFH45SXSd67PqB531vfj5sAvbOE1orMCY/YWVNKS4qCXs8eVNSGIJTXxGY9qst9aqUw5bU+tVeW6d3Xxg/BmrccJbtf8m7lMZuT31hJM2VQHTSxh2pM3uhQHrUwXY0fUthlTW3AInMiYPolLqdf87e4yQBmwthxyQ8YLqy6/0200xIJSZ11Gf66AZ541OEFRewFc8x9Ypl4EnujQoNYFsXkRhTZg4rUvhDpUz69ezQL2xXhohhXkQmLdlqz4dHX419ZIlQQDt3ojCY2JQTrl77zbRfyuvFTFjO3SHmcY0mv4AOPrGbuf0PxxibttEQFSmukn232oIF1PIr3iDQFz/RUaKVMKmMKZ87CbGlKyy0Wtin6Ok0KIgcjJM/Lu2v0iMG3sNWisNYS1PhJxcTNJnbVl5aFG6OEChrlSx44dixEbahDCNOJMCXOd0LSEwb1EY9Wl4b7MmSPtljcLKQLPful3/HUdWGqY1Iz2ewysCekf+Wmv7oD09WUVygWN0pePTKriHQckqkb00RmFb27FaFSgI57VFd5VEegNiigT7MNPfsEtOVFNaX1PoGlsGtCY4kWz7bRq3CqAbUhRfS8yfC9QpeYPmCTPCdpoUaXwakz/WQPCR1paFFCyLEpodsb+4RJOKc76QpNeaWEnEN5RWW51DHn1xuce0WWUP4/cKhWksadjukGJM9onJKi0afIPmVR79f07vNQdZPSGskFGq7Cj0gIqtFt4K5okD2gcBOaUDkgPulTHTYY+pwtHR8WTWoDJjMv8GiOtUmchWBzhcBWlFeA0VIkDzkUV4uFkj2oSJwPKK2RUoDK5haxGc3kTbLwZy+38LpdCmscYeeZbNO+XOoEQ4uK5GlN35MtIvOQOCv1UMlxDzPnsHClR2xCUdnWkjqjYsCKL7xF6NUKBoV1Jolz4OyPUxvSBI9naPZqcMUYmNsRZuDbJuVVQqxcXm7gnouTPWgQnTT4X//wGlo/VeKLj+5k7kujeFH49r6NZE64OIeiFFeZHUi6AGYCGzJPm/gOLO4ICOcMKssCrE57s8WNFkpL+KSxtkV8Wiz38kpYuMIjvKixqtDOILWzG+wLoWenAKXlFs2MQdcRj+L6gMw+i/CiGD+lFQaZ/SbtlEb5Crva6cF43iZ+2yyGi3ipRU1hjcHU9TGSZ6W85dgvfgDfVnz2VX9Fc2NDvIYVkDkGqz6VR3kw8i0PL6zo3i+LHOD+/3Ul1urKBYBA9NY57v+f7yF12OKfzmylNmDwS7ffTe1TgwKA6Df/f/b+O8qyqzz3hX9zpZ1T5dhd1Tm3pA5qRRQRAgmRc3AGydgYA7avj33t43Ac4IAT0TZgMCYjhBAgIQmFVuycc3flvGvntNK8f7xbLd87Duec77vfH/gb3mNoDKla1VV77bXmfOf7Ps/vITXlkTshLUmnDK993bNieQk1o+87w/a/uo/0JZnb1u6oylwp5VMZNIlsLbK8yZIZYVxOlUpr5q6VlBazIRFwhU2a7sMh9cGAmRvijB8aRJtiLG8NevQ/DdGjMZLjBrWRgKtuPHP5GdK2PAvdL5oU1pkkZjTBaJPSqIUKoOt4i9DR7Xmz4sYoOEX46+3fwTkeZ/Yakz/+tX9l7t1NiusU2bMCnXfKMq+butUkdcHEKNhkTpn4R7LUf6tIs0Mx919WUe9Tl5XWSkN1pZxGrYMpcqegtN1l+ToJXHdeu0hpHSy+vsHqf9as+s77AFkDuu6XXqDVgIFvCGKytM2jtNLGTUq6ybPnVtF1tEXxhV7yO8S35+YkRaQ6HJLrK9PKiZKyvDqklTZY3mAQJEK0IfNCwdYJwKMxl6Q+oHCTins/cj+hpTj6kU9T3CAzR63a0YdP20TzmoM7v4Fdg9DSLC+lSD0XI5IXq8vgk5rlK4XJ23k8oNnRnsM/2klp1JD3tdcjviibcPoCLG+IwEid2qhPdVD4yqlxmSv2P9+SLN+8+NV1ziO/2aYy2nYA9CnMJnQfbJGY0UTbG0H6hENiNsCPQnRJbCd22SR3QkIJljdG6NmvSVy0KawzRci4IFFktUFFKyv2srk9EvEXOCLAfClo282IvUdbkJ4I2kJH6agMf98gNm0RW1AMPBOQOQdeHJa2mthVwID1nyvhpmXtji8EgtVsKTpPCJM2dUmTPR/gxQ0KOz3JCB2QlKn0hE/PUxZeXFJgnIqMnty0nNTzmx2spiZ2PkJxrUEYDTGbBrUrGnjZED+maHWERJe4HJP2P3r93G+cdlkEFO6NZRJzIYu7RbGq1ctJBOUVFh1HDR5/88eJFMTTl7okMvFWJ6i5KPkrQnInpc269KYGubMBM9ebNDY2SY5rUlMBZswnMuUQRBWcSpGYqJM7IwB3uyJG2eS0ptkplY2OhuReO03yZAQ3o0ifNYmUQyJ5RfKUQyurKG91yW+J0CpLhVZbGVDvV0zfJInublYxdavB7HtbRFeXSZ22iS2FdD8u3+8mDeyyQTSv6T7s07Nfoq5UIGb/2hrxLg39RJGcFvl1ca1BdEHmSoYHuVNyczsVTc9Bj+aZDCt+LJufCmHrxglmr7Oor22RGpebP3te6EthJKS8RrPi1nFi06YIsS4YVNp5nEEEqn0mnSd8dFMEV05ZE1lSJM/b5HeEJGdCSUw47GE1Rajl5UKMQAb8hc2awloLHRPcXeOeEpG8ojng41T1ZfFMrd/EzcDJ+z5N5Ud9pCcDcuc9cmebbd6otLmVr9jxx/dS3ABv+smvEzkdI3dawPgqhMXdHSSmFcsbHFQgrd3KDYJza3QZeOdTWA3xipWf6uWKJ++l94UKzbMZ0PC5H99Os1P8oVrBwlUC+i5vkISF7zy+B6cscv/Dj27ArklBpwJQh1O4Oeh4waa8VqP35kSi34TsORHXGB6kLpkkzjmYnkDNI3mDepdBYsKUdIkmTN0uEI34eYfBD54niEL/3gqpcyYvnB29/Az1PidJFsUNIsYor4bcY1Eq21sUN2ouvVeSgoL2c3Xth96P2dL85UffSyunGX7U5U8+9S6CiQROURScf/m+L1y2H6TGBHzecUz80HYF8se68TKai2+0WflQmdQlGHsD1IcD/Ki0+q06EiBfsuh4xsFNg/v9bs6+5zOYpxJceLPDyh8ExGcN0tvzNDrb7fSE0HqanYrEBZvSpoDlraCvL7JueJ65PRF6DvjEJ0y+8YcfwykpNt96FsNX8MMOAYtkA3Q0oHhnjWgedCyg3mVIS3Z9yObbztJxJmDdl+q4mZCl6z2++Af34Mdg42fvIzFl4JQkj1MrwRC2soqrf+9eFq4NSF0yuGnjWUobAvF53jxPYa1J8pIFrsEH/ts38bMyvml0y2btpaC4xmF5g8PQo8XLwQPpx+NE5i0ZOaWl09K7v87iFRE6TgUUNkqXKnUoIkIeTxFfCOVaxxXFtQ5LOzSpiUAyW01Y2GUQXwol5N0VFJ/VEjFcvV/Eg4NPVAliskaYnsw/s+eCdptf42d8WjmZYbppRbNDPh93a53acMjyTl9sTg1wk+JYKK2yiC5qVr75AvVuk0avIogpCYlPQ3xaMXdTB05Z5sezd8ma1uz1md9tYtckkEObiuqgQdczNvNXG8IaHg+ZvF1se6arsauaeq+itMogtmeJvhfq1HY2KK4VZfXAjVPEp02SE4r0C7HLdLrokuSEWj+buPfzv3H6Celppx5IEVn26DxoYFfAKYNTlIUjM+aBhnf+1ocJLeg+IsxCs6lo9ntgaOySzBpK60LMY0lqvQba0gzeb1MdVvgRRXeuAkpT3tYifUlz7t1xWlmDxJR8GIYrgoeXsjO7nrfQn+zBzQhvNIjA9b//QtseIlVR7JKD8iF9TDAURofMzLQBjW4DowXa0phHkyS+lxbE2xtqlFcpEtcv0uhWBKMNokXN4pUW43cr4os+1dU+dg2svHg55/YYzF3jtMHTEp9jNSUg1o8qug/XWb7KZ/YaEbUU1tgUNspDf/JFWWR7HneYu1HTcUIzf0+Leq9EUcVnDcafWsldb34WI4D0uE99lbTNYotSzU+8VmKxWjlFcY1Bdb1HxymfkQcC5l/pEZ/VFNbaRJdDlq7URBZNUpM+hicnKm1IlJFWAu5+6US7sEdTHwghhMRcwKn3f5rrPvg+tAWL200Ka23Ov92m52CL3Gn5HKymqAC1CfFLgiVb2C3QiHqfwmpq4osh9QFNq0Mx9HjI4Fdk9iKzXsk89aMQRiByPMa5d8Vx1pSxGhqzKRuR2YLasMZswDc/8jHiE5aoDT1FK9fOWz0WkN8Z0MppUtM+YUSTOx1y168/xeBPQ3kCN1fIb2t3S3wBAmReNUtsQfOm33mESEloPz1vmSA+p6l3y8wneUFUk+mxkFPfX0/mQkjyE7OEDmQORS4/Q8sbFT37PbKnoHBTE7Mh4ivdMug6qBh4wMZLiXik2aOpDRiS/NNv4pQVS1sjfO6Df0/XEU2rUywtv/31XxTv8k4PPwqJqSZBRJ5LN6PpOA49+0MIFJO3p9nwrtMYVZOBx+G1t79AfSDE8DSLV0SxKwblW2UmX9qgueU9v4zhwdBPNPnNDmYT9Pc6qQ/IPZGc0jRWuaTHQlbdeZHsCSkUvWMZzs91YzZhYYcI8l79lY9SGww5eGEl77rjSeq3VDnyO58mc9Ki/3ET63iS2rBmxXclfFsFIvQZ/8JaGp0GMzekiOQNrKjPFb93GCNAsJsexF49T21Qos+WN5hURyVHdOR74ps+8zebiSya2G9cYPF4jwQrd4ng8I+//nbMiiiX9NoaqRlRmUaXxb84eUcWFYifudEtYigvBY3dNcExrom11yMDsyVtyPSk6DmyZ0MK60zMikFpU0B1GMJEQCtjsHBtQKSoSV2UUG1twMwNivRFwVsub5Li0nRh4aokdlWRvHGB/G6fwnqDpe3ilfUSipXfE1Gd4cup12w/s5GjcdIXFN17LZLTAjmIFkK8xMsq5JkvrqLeq2hdWcOPQWJatBylDQFuSjqNVlMz/G2L5FRIbNrCKQowJjWhWbhKioPagMIpKpqdgsaM5A2sRkhlFHKnGhieCJTq+7uoDkdJPx3FzYY0BgKWvzckubhbpbMTRmT9aAx5VAZNgZH8jNfP/cZpuPIhNXoUs+9zcSohfkIWpXq/Ir9Ns7hN0hembteUt7vM3AyltaKmjcxbrPpuk8S0HOOHHw3pOuZT2BbQcUyxtN0kdybESyoK+3po9QSkj0Tw4oqhR2UzUIF4/uJLAU5Vct2shrBmx+9SeGmZ+0SKmm++uEsy8hKK/Fa5vMWdrgCWkUVYW0io7WappnLHDLyMJj4v/+1fSuKtbZD8ZBrzFcugZWOPLkDHEZPpGy16nzYorwnwO3zJ+IyFNIdcmQW8qyAJMRkRENz7G9/jwpui2AWR8CcnNYn5kMEnhQgy/KgHCjb9+nEiCyaRos+3r/1s22SuqK4I8dfV+e7D14j9JWWQPC2FQGm9pjnkkTxvc+XmS0TzElwcv2RTXGtR77aIXJR5sZysdBs6IIXA9Ctszr7nM1Q3uHIiC6F6V4XKKKRPW6TOmYRpn+icSXmFxZ6Pvp9an6TY9xwS3Fl0xuLWT+6luM6g1SFzqNhb57ArojJ8w00vYA/UpFWfF+m+H1H0HJBKu7jGovWby4AEe1eubdAc9LjxrkOkLmkaQwGdhwzc82kK2wJW/rCOXZEWUySvwIDXPPProkx1ZePVbYl+rdfErIo9Y2mLxfAjDfyo4gefuhGzGRCaoI6mWPlDj8iyJpKHzqNQvb+P1JTH1//+lURnqxg+zD64kkglIDPm0+pAIpsCKcCCCOS3KA6cWCUJJqMv21H8kSaT7/BxM4rMM1E6T/popeh/XLimMzfKLKh+W5XEJG2jfwMvDbkzgll7x9O/Sn6LktZaWjoGjfYJw3nFEqFjog1F5oJH+qL8HXPXKAafEEHJ0Qc30nlEWKqTjRzaCSlcJRmUKx6pk/1RgvicJj5lMHt9hMylkFqfSXJGiEwS5CAnsNqAInXcobjW4PiRlRSvdonmNV5ak346JjSairTso0uKzDmDwQcsfvyXNxJ/XJRadlVT6zdwcwLrL66xKK9SxGeBdvu1tEYUybmzAdGYy0PHt1AbUETyYuLPH+65LIDqOuYz+oCLCjTjdxsCGXlTVaLAvtUjQPvZkNQl6DiuCNdXOf/OzwAQjXqE719CG7C4AzrOtLCrUL6mQe60FKfNnIAvVn5KEVsQm0ajR7N0pcZLhZTWgBdTpKYCwY9m2rPNMQkb73/UpNGtsEomhU3i8SxskMD63ClFasrHqis6TkrgtpuRTay6yif8RjfxizaZ8yFWTeEnNE5FaF6lNXI6y+8Iqa6U+y13VqAm5ddUmb5JtYtZQfYl5iQOrjKicCoQfy4hYsMBg67Dmu79Bn5S08pqovkAN2nQzCnsuuDx0LRxhIpoIcBqSNvabEmnMYgLm9cpKhp9ERr97XgwDU4poLhJulrdLxokZgMSsxpnwZJ5ed4Qpf2cTXLu/w/IQdqA2mBI91djmJ7Ma1pZ8QsmpsQ8Xh2G5CULc9kismCSnFT0HPQxm4qZD3skFkKWN1gsbbGYvBMSExaFTZpmj0+9xyC/xyNzXhZhLynCoumbDXa+5wipqYDc2ZD85rbgQkkmp1NWZE9Y5I4b9OwPiS8FpE/blDd5xBbbLWUbOp+RKCwQKbqXVDR6Q1Z+F8prZPHThmbiXXIySUwpIsdjLF4VQT/WQeR4DKU1nSebhK8ukBqD0loDtIgJrIbccPELok5rvtBJ+jy85xceZvXXC/ztl19Hx1HxXiqtyW/XzF8NhbUWiZmQuWscsqfh8Fe2SmbhK2ze/qUPkTkjff67rjtAuBAlaNtT3KTIxAE61iwz9EOZdeT/epQX/+IzxJZ8DFcySL2kotUjJJH0WMjUqwN0JBQhRAmS47D2K/cSnXLInRLxS+dXE6TPyeJb3dUgNuYQW9TUhjXLdzUkcm1K08yamC25sA987Ba6jgZ0HgW7oSk/1C88zl0VnvqbPXR9M076vEHufJNW2mDhunZQeTvNw/m0RIwU1tqkkg2S52yemVpF6/VFYlMSQZY9Ayt/oDn/axZeQszWv/kL38O9toJ5Lk5mXNLua4PC6sxcDGj0auKz8pjZNShsiFEdVETKGvcjBTpP+eLFHHFIzPv8wvt/KHOroqYyaONmFOffnhX/8IqQ/EaL+V0miWnNivefE/KKgkherB8dh0zy2zTWQP3y82PMROn5YYTqSmENz11jkp7wKa4VsEbv84AB6kiK2qDc35O3xahvalJYb5A972HNRvjD132LVlbR+2JIfNIkvhiSPuFgfasTN2PR6hTwhR+FpWt9ElMG4fsW8aPtFBtL4O7HH15P9rhFbMym3qfxUjYqhD//nS/Q7NIkxzWzrxAgwexNIfGFkGhe/Nog8WSxJc0vvflhYoNVtK8o3VEjOW6QfN0cN779AI1u4ee6aekEhZaEv1dXwLov3dueZWq6D8DUWzzctMyg4wsh0SVNcibg3Ls/w8zdPq20Qec/Joifi1wmemXeNi3UJVvAHIX1FnO/0ZJkoBmT5MYC+lha5qlr4cG7/wYVaNzbyxTXa87e+GU2feY+AMxHc1h/18lPfvmvsWoG9V6HIArp52I0OxTpSy5OVZM7G7J4VZzQEe1FfFZh1RXxGVnwG90SGOFUZPOzK8LAVoEitiiq3cwFCZMornbQFhTXSYRheYVEn71UbKcugVMwUa60YY0AIsWArqMe3QfE4x5b1AQRTWnEouPQy9nDhXUmS7sD0j9MYlcU9f6QVkbYtwu7RVwYn3mp66YvE7TqPQaLV4d0HNfkzmgK62zmr5EWcWjC8isbxOalnV5f7VLtf3k9fsmqZDYVzS7p+BmebLQdp6S9XO+1iE+bpMYMyiOK6TsDiRKbFdFealyTO+vjdgUUV1kk5v4Dk4P8uNz48VmD0qhF/t01MpdCokuK5GxA7pyHVVcYa6pYVTmJeuvr1Ps0CztMvLSmXo0we40khNdXSetWPJOGsCaLmu6nbGoDio7TIYk9S6gQOg8p9k6sYnmTyfJG2aC9hKK8UhYcswEdr58iM+ZR7zYojciCqlrCqU2OS+VbvLXB4h6ZZ1g7CvgxYZTyoUU6jomaDyD9QgwMqF9TIzUR0spKwktjIOCu33mC+V1R6kdzlzfaxKRBfK7tUd0uFXfHqYDktICMP/PY7Sxvz1Ef9XDTiuHHmjS7FP3rFyRZoCkS+yCiKWyE4bdcxK5q8RCeC2n0SEbkD57ZQfakIjFh0ugLqb6iTrNf3o//4y7m39qQ6540GH3oV8lvsWn0hczusShsCUmfNYUg4ig69tn0PGty6v2fJj0eUF4t1SLIaVMFML/LkIR3Hwa+6+CU5M+TY5B8Mk4QVcLMzSlqQyLIKa2F+d0Ghc3QyBmXk+6NoykaXYrlt9XQBsx+0MXNQt+TBsqVCK0wopnbLeVl5aom0W9k+eivfBP3dJrE1zI0e0JaXSHLWzTl95VZ8U2DxohEHv3lo3cTeTqF4UJlwKK+o47X6xFENMU1Jokp+Pi9/ygV+EZJKdGWbHbzR3vJb7RIzGjyV/tM3WryjT97Fb/zoa+Tf31d0IoXA7Jn5ZQ38gPhAWtThDZzH1stC86gZLKaLXBfVSKSN3Dr9uVnKHQ0xbUG8WmDwlZpNc/vsshcCAmiiuJag/SYWH0S07IIDf20ycXbvoA2YX63TWhp/uJrbyG0obTaJD4rKtjyRonNK6w3SUxpWh1CoUmftDGbmtITfYQRzWNf+Wcqo3DwDz+DCqDVIartoSd85q62aXYq7tv7LoJkyPI2jUr4ZC+2WPmAZmFX+7TxEt3JhMf+2yf5wjfvQO3LEL/oEHshKevE78V55LGrwJD38VISy8JOg7Pv/QzZM+B1+xTXKwxfM3+dpu/7MuIYumOcpbfWWbwm4KY/e4bVj/0i6QPS8l7cLlmazS5NclJx8VIv2QuBCK2iYiMy9maojCgyl0JuGLwgHuukbEK/8Ce/TXXAxHkkjV02GH3g12gMSC+w2SE6jZu+8VHUpgqF9QbpcfGpljf4jN1tEykFlEYNEnNCRwIhXiUn5Wd0HxD4fCsr2arhlRXB080r3GxIeaUj+oFuCW6uXl+n+8r5y37saCHETUmYvF3VVEbkPWVPSXRjdElTGbYorLeJ5mX+52YUkaKMLfI7g8t8WDetSVwSdXD2DAJmMSCSl1aqm5VRSWVViJeREINmj3TxckcNsieKVAdla+reb5A70yJ0IPeTGL37m/hxTeaoc/lE6KUEYBPEpeiyGjIyqveYxOYNav0msUWZd77kCQ0jmtRJR+7nzQG1ASmCltdbxCeEh1vY8LO3x5/7jdOpiFhChUAI+lCG9NmyLMzXKWbe3aLZE+LOxakNa95701NEjon6zikp/ESIsehg1RVdxwKMikn2qN1m2EKkAE4tZPmOBvE5zewrNJWDnTS7FKancZ5N0RhxiSxDx0lZLGKLui12aTD1wiBTt9g0eoTurwIxsxu+JlrQ0p8/GL+cVad+mgMtNJ+lxyXm7J7/+iiRvLTb7JLCPJ1AaS63fI3OFv/2zVswfEkRKK2DcJ2krHYfrLG4Q6KMUGBXQ2p3l+k+7NN1SFEdUsQ76/gJWLgqRubaeRoP9JI73Q6DjYv4puOE5vixlbQyBuUR4Yo6JVHHGV0tCeqNQmLCIPZigrX/Iicaq67x5+PYZRHmJDrr5G6dlU19VjHwpBQ/yXFpf1VWioF9+8fuo9pn0v9sQGIKnJKA5O2KVNLSatIsbZVT5fJVAbFlESrU+6XKveqtxzAbtAPDJQA3d1I2Ubsi7bMgKpXtio4CKoDM15LU17ZodMvstrijhVUziOZlVR74vs381fBf990tC2VOYTYU59/+WayGwtvbyfSNFpmjNtVhTfqcSfach12HyqqQcDFK+phD5xHx/zU7FR/+3K9SXqVY/fVACFV1WNglcA/z6gLRQohqyKJSHjX4xH97G86+JLVBRWnExKmKsKm80iF7TsAek7ebLL+3RucJUSZmz4poIvX1NINPNeh47uVoB6suc6vKGp/kmNGel4UUNhiCVbM0jU4pwArbAtKXQpa2Rtn6yftITGlCW9P3vJZ5lid0rfJqiM+7mBWTIKpJXwrxE4rYvMz/UhMB1RVyOux7wWfV/e8juqhY/8/30ugLxBs7JTNud20DFUD6QIS+vXKCyu2NUO91mHqXj101SE65VEbk/Szc7nLjn38IpyyFcvSaJY589NPEFjRTd2TInIUgFhKf02hTNgOrpljztffjxyF93KbraIibViQumVSGpSCc/tFKrAMpOg6ZfP9zryC1L0Z1ZSjFiiXxaEFS0o1Uy2D6FaLutytagBJK/L1zt/o8/PBOsmdD3EzIgT/+DMlpj8RcQKtD7EPxSfGngswTG70S7ec8m+IP3vEN8pvE/pM9btHzIixcKZFbjc62O2CjVJMvtaW1IYVppKRJTIP9fIp4PsBsig2vdU+xXUTAqm+VGf0UqH/qxksoam8qs3il0cbbhURKmhWP1PFS4sdNzAeCXkwr6v2aIGpguO1s3pqkKqGk4AaIz73sp17cHVJeK6OwruM+zTVN8av2GOROKHRUPofMWUV+Z0DgKE7flyY1Kd2tep/CzUhsXb1PceluB7OhcFPiF60PyiGqmTPpOqAuaxv8KCSnfQG5xOSebPRKF7A2pIlPKyqbXXJnAzKnTOLzWnyvIIeWnCY5oX/mvvRzv3G6KUkIsCsyv0yNa/LbM4Rt5JVXdfjkXV9mxY9DIhtK/FH3SUDaVrXBEKurSeqifND5TSbJCYPiZp/iZpEoA1T7TVLPxqmMKGLTJit+VMeLQ2XYoNGjRUKdD2l2SHJHo0dRG1YsbY+RnBDZePaceDtRYqgvrtfMXSctURVy2RPkVDSZiyHp8watnGw2X/jmHYQRiRPLXBT+5fweyTdUIQRVm+aaFtUdEsybPQ3+UoxIQTP9igSGKx4kp6iYfI9HfTHB1G2KaFFoMuwXNWjmoo/7vR4KV/jE8gHxSZPcKU3mkqSBRPtqGL5sNNVtTYrbPZyyJrEvhlPROBWobmtRXu9z6fUyK1q6wRUztpZNwj2dZunpfio7miTmZd6SHgtp9CrclFR8ubNiwLYa0k4pbtLUhkIiRZGyB1G52eu9QkspbA6JT1jMvNInWtSsvm6c2FLIk2fWyoOwIiTsbWHVRfjTcUI211qfSXxG8lnPHxwmORvgR9u3vJbW3MjXBTnW7JKHZPrOgK41efq/5wgpJSYzzNWP/SJWVVEbkhNgZVQq5dqgpjpoEdxQasewiaq4/toy6dfMEp+X66lCGHt1BKsh3rNI3iBY1aTzs0nKIyZdB8VqEJ8Tv1rzqjqZC9JFeOZvPkt1REQY2pDPP3XRIP5AmsqQiR9V1PoVre6Aeo/B/O4YofWyB82qKnoOegw8YVDd2WBhpyFYvjkJRU5My6w6tIXwUlxjkL3giU2hpjHriunX+CzskusWn9X07guYuD1CfEYKEImsEwFUZURTHjHJnYRnP/FZ3vyxH2PUDbFv2JJYAfDKP32KwjqH+OGYFEObfQxfk5gNqa6Q3z1+IIbyoLjWIWx35roej1DYGlAb1KJXGM+x+/fvpTqsqG9sCgnqjElhS0julKa42Se6LGzV3Fnx7828AhLzIa2OdpB4S1S+yWnp/jR7IHveo+85TcfJBs01TaLLisiiKfeKgp4XJVxh6dYWzmsX8RKigI6NOSSm4C3/xyMYnmLdv9zL/G6HmdukVR5akDsTMPyYyDZb2+ptm52mZ3+DP3jsjbR6A5QvnYTiekX3EREP+XFhaGe+mrrMqk7MiY2iNqBYuFZU+3ZFE5trkr/OJX0R7B9lJRatqlnelubi66PMXqsorwuI/DBDbEE0CNUhAy+hOP+OCMlJ4dO20iZuVjap7oOa8ddJS9tNQeeJJnZF07PXInhXXj6z+ZDIsqb7gCK6YArEv1cTOAaUbRJTECmJaDF12iY15bN8lU9s0sJPgAoUc7f4/OY7H8BLwPJGE2+oJXalkiEhA4ua2LzCrIsVRgUy5lFa0JN+XJPfYhNbkLXFCKQt76VkxllaH9L3qMX0bZrsOVdOwOskKi+/TXydxn9kcRAGlNZD8cYmNA0WbvTxElIpOiVF9qDDf/34e5m62SI4mGXTp++j86QvPfbzBr5nYvia5LSmtapFpCDVXs9zAkZo5YQm1LO/ih/T+AnN+bfFhC6R1gzs9Vl4Z4PFK8W/1BgSNWt8RhNdFlpIfqdPaY1BdVsLL63JX6lJXTIYeAK6D8COtxy7PIsr3NqklVG88leepeuw4MX8hCa6BM4vzVEZFkh6+rwphvBaSGzcpmOvLDCV1SFLVwe84/pnKa2VQXzHScGEaQOcU3GcJZORBwOWNlu0uqR1mz0vgbHhqwsMjyzR6DQl8cBURPMeCuj4eoIDf/wZhn9SI3IpSvKcLZaMLa7wUJc1uecchh5RxOZlYY5dlFDkwJENL1JQcEWZzici5DebNLpE2NTqaJNZDJi6WVIYEnM+oa2ITxvccN0J0hM+sSUhFGlT0irq/aLsTY+FpLpquAnF7HdGaHYY2FMRmj0BsTmDz177FayaIj7bwvA18TnF8lU+7q0lrIYie1pRGjUxXU3nM44AMqqaiVdZZM6py/OZzudt3rjiMPVug+y2JUITgqEmLEXEU1w3SL9jmuS40f7cxGbitizUyjrVFYp9f/YZWufS1L7Thx+XlhdbKkQKikanhQrlJBYuO7SypoivomJ/8aNyUu36QZRY3sftCFn16C/hLBvUexSttBQfoSUimVaHIA9VCJElk9JW7zLv9fIjtLtIadSmuNqQqK0lhRHIzHz6Zggiitwx6Zgsb5Ow6/wWGzepsFqazlMB2X0RsqelQPLSUuGnL8rn7kfFoK4C8eVmzoG6ocDiTs2u/3IvH3/qToKsT/cRn+S4/E71NnnqpUzEIK7pfs5keaPJ0nbBwOW3ikfay2jqt1XpOiLP0OJNLtmTFhiapc0WOiYiq4G9LVKHoqSm2zCCgkGz02DNN8Tr11jhoU0ZUfS8IOHyflLgG9lT0oGpDBvUBhR9z3sEEYPp1wQU18bo/4FNbUDT6g4wW4ronEntTWWSEwpzNoL1z51iJfIl6qrZobj/D2/H63OJ5BXdh31ik3abvSr4zPkdbaPgRAynGrbTiqKs/paPVTaYu8bCKShGHqwyc4NJYaNcr9SUR3XAFL9zOcRNKior5ZTX9aIQubQBc3uS9D5q40eFlauVdJDKq0U4mZgSZ8Hy9S3q/QKtr21pUhmB3r0KFWiSswGFTSISS0waJKabpE/aVIal8AodyTKu9yqWT4tOwE0qymuh3qNorm6Jda7YDmSfMfHjilqfBBJE8xovZhAfs3HK8t9GU5E56vAvf3Y3ZhPcbEju2YiMAkZbuBmNl1LUBkUA1exU5LcJfD6+4JOcCUnMKO5++17Ko4roksHSFSLWcwoyQkuNSXen9xmDVtaikTNwFi3YKh5uFb4c/PAztqWf75fhyowgrFskJkRQkL3gEm8ry6rX1ylsDQm6RJVpNaDWaxKbsrCamtShKPHFkI/8/r8RPxVh8TofsyltjSCq6bx2jujZKJWVcTqPyvwnumhQWeeTPg+xyQqtfIxV99dJjWtSZy0a3ZKN6EfF+zb0Y5l/qmVbPJyXDKorQypDJqmpFqf/djOFK6R8iR2JUV0J9z98jURfdQU4JUV8PmD6cD/p8QC7AqUrXGHtpgzsejsrM2iT/scsnvqja7jy+rO0frFAYSNiBekMiRRg5JpJ8vfVJCZn1qQ6qJi9USKY9GMdzBzrZfFaIYW4GUV10JGWpoK1X76XS6+PE12C2kiA2YTIjE32lPi8ijc0WdjRnsEAze4APxHS6lAkJzS9+5u4rsXyVllIO84Ecoq1ZcaQHJOb99o7j1JcazP/jiZ+HE5+agt2OaA8CtUBETvYFcEJegnF8kaF8VgOPyFtGi8lhJLovElrW50P7HsHzd6Qpa0xSqsMmh2w6hshzuMZrGrbQ6mRzNJXNMmeD4m+aZ6+59oPSftJUPfkeeDPb8WpaCovdNN50iP30yhhIiCyDH63R/GbgxLoW5HFw08oPrj9cXI/itMc8Bh96FfpPCrq3eI2T1pkz6ZwimDX5WS9cIfLqu945LcqVm6apbjHpdWhMV05AQHMXiuq4v4HbTCk1V3Y6ZHfJdYEbUHXEWnd5s4F5E6HZI7b+AnoPfCyCa11OkPnySYbX32WK950nPR4QHwhZHlDlI4jMn+qDygMV0mObJ9HciqkMgJzVxvMXmMQKYcUr2kRWwypDWgWd4jiOj4vBWlsQYK1qyPS6st8KYXhCRTCTHnExm1mrmsXa44sht/7u5tJj4sPUZuaaCngtnv2YfiymacuQveTDnZF0VyMMXub3HODD1nUb6iSmDBE7zDpSDhx3CQ9HuAlDaqrA7oPh/S9bpy53TEK60wyJ2zG77TIb9csb1LEFkPxSC/JTOylYAC3K8CPGSxtM3FmbWr9ivndBp1HofsFg8Enmlg1CPZniS8EZM/A/NVCxiquMUnMQHxeUxo1SR+O4Mdh4UoBe2hL3r82pHUO4il1UwYdpwMKWzRjv6LJnQJ3pIXhwdhHpU38vjsfwUtr8Q1nYOlKzfwuKcSiedl00HIqrfeLgC9SDiXG7JJDabP4jO2qIjkJKBh8TKEKDk5JMfyTAHsyQmjD8mYljGED+p4P8NsYvok7YqJSVQIUKax1hBU7ETJ6hSRERCqavucDosuazIsRVn81T2gL0s7NibjTTUux1bV/mRt/53msOnScalHvU3QdkhHQ/B4Bq6QviLBx6UYXKhbpCzDwZBmrIbav1FRAclKg8G7alIKvodn3G1ehDckojS4ZVFbKtTdbQumKLGsqKwxmbw4pbpRWc3AuyZrPT8k12PYfuFVrtuQmG/6hUEre+pYnmLneJjXZor7axTkeh6RP5mAEqyZevUaPCD68hHzw+c0mv/vUm6mt9jDLYmUwXU36Apif6sJPairDBm5K0XPAI7JrmcSYRSunGL+ng/iExblfcFi+s3E5SxOkglGBLA6hBWFKYMF+AkYfbBFbCpnbFaOwUeG0EWjKh/iWAmZTPE2Z0ybNrpDlTYKWmrtGkT3vkttn0+jTlEcNGr1iWg8tGH68RSurmbne5NT31lM404E2Yenql8zUcHasj9bRLFZL5oSmK+0PFShK212CdED3M5a0I27Ls7hLUF61tm9v5Y9alFeFZE8YojJcVJRXSVB22DJJTsDcm9uKnqxHbNYUZFdWURqNkHomLqSmzXXKK0xiSz7JS23xzXUNnDKM/f568eWdT9B9xKeyQrF4RQSnpKhs8MicUTK7saC8yRN7wCaf4jbJWowsC1S6sdKj68Eofj4qYq9iSGPIJzWhufQGaf24GanAWzlNdSQkcSjG8mZF+MUeFq9S1HvU5Y2zcrBTiipHZP/lFRZBVGHnRW3tJCVPs7TFIzRFVNXsgn/5q7uIFgLiYzb9j5k4NWmfmRWZnyRmQ9wsLG2zqA5peh52mHhlBLusqH95gMSJCHpIIOmGKwpGw1N4aVjaZuClpMXfsc8mNmkRXRIwx0N/+zdYNcXMDYqBD5zHzUD/3jrKf/mh77lynvE7Iyz9xSj7frSF0iqT+asNYkshpicnvuaaJh2nAvy4JnnOZnmTouuIpv85USqjQdcFjZcaU3QdFLZwZQS6fuqQO+fjZULsksHsHT7lFZb4QrsgXIrIzPmIpj4gqs2ugy+X84NPBvTtVVSGLJ742i4iBUV0uW2FGlY0hj36nzQwqnIPze804FxChIO2InsmpNUbsLjdEj/zHkX3CwbTr/UZf2ol1vXLxBYlvcVsKC689bPEFuWUEkTkHqutCHGWTJwy2MsGpVGT3OkQf2WTVodm9KopOg8uE9hQHXSorQjpOeixtN3ATbeVmRXJ2AVhSatASDx+QoDomUs+sd1LYmFaVSOy2O49WyFONWRhh0Fk0WDNJ1xyJ8r0/sghPRGQeCxJcsLgod+9hcw5CaM3W9B1SIRxtSFFNB/S7FDkzso91HFSQtTndpuUb2jS6gox6gb17Q1CS1qlZhPm9ih0h0t8TlMatel7IWDwKVngshd9Sqss5ncIPciuh6TGoeeghx+X+6vVIcEJTsln+qfDQHsGvkKSq2L5kNmbu0DD0o6Q5ISiuM3Hj2s6j2om7+zkge9fS3oyoLjGoeegJ/PUjKLvGelwNHrb3tK8TfqcCA2rIwnSFzVBVFPvMgRXWZHCxc3Ixrl4VZxIUU7DgQM9BzWpMc0v/e730ZbGrkNjMKDzgEnXYSitFn/06d8axGxCbO4/sDhIG1Dvh0bOpLGqxb88eQMDez0KayNE0uJ3omZRG9JUVgcYrswqElPtys6UWVZk2iF9yia6KLOkhVe6+DHF9E1GO0VF46UV0zdamA/m0Eq+r+NkADtLdD9jkX4iRhCXAbPZVFRXys05f52WNpKn8FLgbaty/j2SMl/b0hJijexrgqY7kiM2r1Ea6r2a6KJBZFnYoRfe9lkqwzZeSpEch579HsFQk4G9AdElzfSNUYmHasnpOjFlkD0FRtMgsmQQOprBH5nS/3dF+ZacDhl6TPxwibMOnS9YdBwtyxD8+U46Dhs4ZVEMhhbM7Y7SfVAKg9CCrmNNOk6FNLo1zoxNcb0mvk96geaseO5690rUW3EdVFdKNFDmsRiVdT61PhunrGlsaBI5EcNNw/LGCKlL4A21yG+ySE3IwqYNQeq5GUV1pcxBUfJ+7aKJUTeprvFp9Mj763nKYulKhVk3aK5w8WIKZ1nCvs2OllB2Wor9f/oZtAl9z2i2vPEUQ1dPk5xskD4HXkZO3iB4xcJGAfdbDTmNbn7nSYZ+6hHNa+JPJokuGaiWgVNS7ao3ZHkLlyHt9R6D/CaLX/rlHxJasog6FTGCu5mQN9/xDPM3hESK8h5Ka+XnxA7HheaSgbk9Fp3HA17z+uckYSTjU1xjULm5RvZ8KIk1IxV2f/G3xf84a3Dg9CiGB+OvjrGw82VeWPilHpLjiom3CEosmpfg40aXQaNLoP7dj0ZAiZAoOR3iFIVNnN9oUdgM2lD0Pm1IFB7SfYgua6669TSFjcJNtcsKNlZQFYsgIiCB1bdcAlPSO1pZJQuuEo9fZVSwhJOvlKJM+fpy67e4Xjaz5KQm3llnYTdkzsjP/tPXfx1tQudJWeDLowZWWSAlfqfHikd8Gl2K7sccuo4G1I/l8JKKP/ilrxGbV1z55/fhx6DrkCYxo3j/+x8gfd7AbCoyFz3is6J8rqw0cM7GyJyDsX1DFLblSE151HsFHFEdEHRcbXcd99oKtSEZ3xQ3aHoOaMpbXQaecrGrikZ/yNzVNssLaZrdmsRTSTpOttX0xxzm39wkd1qjbZi+OcPEqzLU+g2sekjzlWWsmqb1gWWcSkhqWtYCw9dUNnhkz4aC3DPBzdp0H22y3M4HTk5CIiE6j9xJIeT4CY0fUZhNTXLCwBmLEESkVV1cbdHotEhOQKNDAq7tmthB3KRYSgghd0qz8fqL8lxWYPEKh9YGoW/lt8pptzHiUh00qA6LwNMuGbQykLhkCWpxtUGkJJ2pxSuk5WvVRIjU6tDMXSs2K6uKaEfOKiqj7YSeDoP6G0rkTknbP7YoB5qeg66QmIohdlVTHQnwUprYojBoy6vgm791J33Pyek7NmViNuH3/uhf6XuuRaNbkz2tiBb05Zn6/+j1H2LjzJ3WFDeCM+MQmzWZ3yVS5DCUhT19RrBJiSkTbUqKt9WUysxLCpggUoBmp1zA9JiPNR0R71ZDHkYvF2K0IDGjKGzW1Ec9SpsCgogiOJ6RDycfkj5v8ht3/5DYgqLvubaVIuXhJhVd+01a3QH9/xole9BBr6lhTznUhjStIYl5is9p3A5Rmfkrmlh1RX2tS21ILBGrvvV+WjlFY3uDZoeisM6m56EIy+stSmtFFbe4WxY2u6Ypr/VJT7gkLxl426s4RZnlldeGctOu9onPuSxttcieC6mtc/GSirHXZbDrIebuAoXNL+XnyQ0ualJp4S3ulAp7aZsiMS1zYbuq8NoztF+883Hm90CtLR8PBlp0HxQ1senBhk+XKa4Xw3j8VJTEtCa+IO3I5SsD+n4owbWtrGC3ktPi9zT2FLArivhCQGxCWuCrvlnGKRrYyxJ7ZdU15dUKe1VF4qq6KthvWuB99zxMaS2knorRSitS45o1X3s/0QXF0naDyf++jsY/DlD/Pyvc+5H7RbH90gFIQecx8b4VNgu56vQ/b2R+p0PhSokiQ0PvmiUBAaQ0iWkDlL48d/Lac+tvTV6FtkP8mKY0YpOclMHJCx/excoHNcoH4yYBXLhpMXLXeqT963ZKq/+H374GL6Uwaibupjp+06aw0aDRF8L+DOHqBkrLTHPtlzxqK3z6nwuorAkuP0PPfuKzhDYoSyT/zS5Fs0tR2NKOzgvl+lcHTAwPmp0yfwqiilZnSPqchKG7KUV1yKCVFcWkNuHYQr8UAE3oOhoS3Zsie1pSfmKLIWeeH+GN174o78GFjmNybSLPpbCq8jN1RChO8SUhugw+3SQ2LyD2Wr8i/e0U6XMK3RY8/dd/ezuDT3g0Ok2ipQCrBozWsGrQ86TN1C02yWmxUz39D5/DKYsH9i8+/XaSs5JnmR4LKY8YZC76fPUP7qK0LqD7iE9plY1d17RyGi8BrTUy84suKwobFeN3SVG27dePip87CYkX4jSrDulzAtZIjRnM3aDpf9Ri8jYHuwqRJYPYvAbPIJIXIc5Nv/csALGlkNRP4yy+qiXiIUdOdU5JM3udhdqXkTXhh73U+szLJJ7CBkkvSU63hLSlxIfc7LDpOCFrnQogfDaH4YptpufFCrF5Uci2OuRkZldE0LbixyHVFSHF9Qij24OOkw1qa1wafSI2LFzXYvZ6i2aHwdh3VtNxyqe8OhSbzn4p1pLjiu7D0jXzkqLarq7xiRTk5FgfDqiMiDpY+UKCAlnbZq+JUu/Xl9dlNyv3dn6bJlrUrHzIk8SmFqS+nhbxZESzfIPMPourbWILinV/eEK8prMmKhDdgPLFnjN+p0VpVPQb0bxmeTN89LvvZvw18r2FrSHlVeJd/Vmvn/uNM0yFFNcYRJYVQ4+72FXwt1QFqXcySX1nXZiEfZrcGR+rpqT6tyEz7kk4cE6RmBPqReOuMoUNNqlx2rMUUbymLpikJwPsNnYre9gmeckksBVeJmToJyVq/eLv+bsfvJrkHXMsbRPPU+cTEfyEyPkTEyZeUlS4gWdi1dvG+W+1pc5THnbJoDrqY1qh3DwVi+iSBEJHlg2aXZr001HiC7KolUdl5qcCqcYHnmgP0d+ySGTJZOEDQnmxjiWJz4uPySkYwvkFimtlbtHoNohnG5TX+9zz2mcprrEIXsjRsx/KG33CtM/r3/o02oTqHlmQnWWp5J2yvL+BvQEdJ0QwAvD9v74ZsyFRb8V1oJYcljcaxJZ83JSitDFL+iIUNii8hKb22jKBrchcCjDqBrUBg+z5QNIztrnU2gD48Pkcvfs9KsMWjQEfu6aZemWG1TddIrMtj11RlNZqvIRGHUjjlBR/uem7LB3p4e+fuZXcSYiUNYUtmqU9Pmgu4/IK60xKqwzKj/Tx1d94DV46oHalVMsdpwL+6s8+S2xaTu2V1QH1OyVkN3fIYuWbL2DVYelID7lTYuWprvVIjsuJ26lpmpsaAnO4vxejaZCYNqgNaZodBgPb5pjfHUErEb7UTuYIHU3HqZDEjJYEiqUQ1ZLrEFuUU1hiysCYiBE9FyGyDLkTbRXos3HSYy6tXEh5JErykiVZoeWXH+1b3/XLovj8SZTqsGpzjjWp8yaFzTB3p0dtSP+7vMt2ioaWFr9d19z25hfFnzkurXBn2SA0wX44Q22tS3I6ZO/ffY7KqBSFraxEaYWO5F9GCpJvWVmh0KsFG9d50yxWAwjEyL/37z5HJG+ytDVKajrgzR95hOyFkOUtYrN4SaxhuDD2RlGRzu80qV1dJ5iL0+xpx0JdEl5zEIGtf3MfdkU82/GFkPxmg3q3Qf0tJZLTmrm3tSiNmGhLM3VbW/lrSFB8YkZjLMiMlTYDNnPKpNkT8uwD28XuoEXZmj0QwXrjIkvXiwgnOmcS+eVZCVEuyGzPjyu6n5ONt7rR5TtnrwCg3mcQfcM8XQ9HqQ/5mC1YvFIsbunzUO+Xk2ksH7aL/ZD8FpPsWU33kZDJW2KoQBJTErMhdjXATSrqfQqnpnGKmsyYT2UkZGFXCqesec0v7MWuivcXBaEtGb+pMenA2TUlkP6r43Q/bROfkRCLlV816DiuKa8OiS6HWDXppMTmZRMCcQ4sr3coXCUjkyAdEFkQNXL3UY/UeZPkpKhiQxuKtzVE2LcQ0HPIwykLBzp1ySAxrUlOaZKTBvH5FqVVDn3PVzACTWWl/K7pi2BPRKSjNhfS6NUc+sdtJKdknpqY0UQL4WUdh9lSqFCcGq0OSQ7qOiy85tRkQNd+g+awS23Lz4bV/txvnFZBgLxOUVMadYiUNOF0nOVrXE69/9NY5+JyWkpr5vaYgl6KSOstv9nG8GQ2qBU0e0NqyzGcorSNQhO6D2ka61tUVgdU+ySLMLJs0OoUmHTmQoPEpEFpXYpWVn6PxJSi8HQfZktR3OOSnPGxaoKN6nuhQWnUYGmbIvdElO7DHtFiiJuW+UxxtY1VU5gNg2A2JirUrIS7Njs0vfs9nKJCG5LgUNndwN9epbrGk9lPXhPNe5TXwPNXfJvYgqJ+KS3+KE/afrUBTXRRNmkn1yRwFEOP1YkuaRqzSYYfge9/71q6jrboOubjJhVDDyucWZvv3H8DsQVNR7aKm9V8/D1fQAXgJaRtOnWrgV1/Gbe2+CqxgVSGDbJn2zaLiObS68Q4bboycx5+tCXZjY9nwIBm1iC2YNDs0CxvFoV08rRDfWOL0ioDsylJKpWVmtRARfyf3SGz/zZC6WinVJpJWVASM5r6UMBHP/Wr2FVF9ogIOoJ35uneB5vXTWH4UmVbdWhsbrD7nmN4KZjbE6HzoElyn1TLgaP4zb+5D7WrRO3KBnbBwDRDIaRs0Mx/dvTyqXv+ThcvJdg+p6JZukKCtE0zpLjWoDwqG5xd1cRnFOU1ITPHe1E+ch3nhNjUfTCkskJsAN0HQxauMrCrisqqkMoKyJ3zyZ316dkX0vdCi8poSOgoshd8SmtDxu90SF0ymL9BMg+thlhQXnr99ue/ihGAU5UTZnxeTh/NHllIhu43SUwr+p8u0RiSOX1qTJN47Rx+1md5s+KnX95NbCnEiysyp8RXZzU1v/Ohr5M4J9adjZ+9D+XLSYLrimIPaiiGHhLyktJg1yH5RIJWVvPU1vtZ3qJ5yzUv0lzZYuPn7uOL7/l7rIamMmjy0O/cQv5NNdwen9EPnBEYOeIb7H3SpDHsCdR8LEb6nIws6lfXKa3VOKU2OGVOFJipcU1+m7TSI0VNo2mjFaQfi1NZ49O318Csy0IeWlBeaYkpPhVIxFtLGKbFrT6RJRED2hWP+LymNqTwYxB8q5vO520qa4ScVf3aAM0eze5fPyhs2yVNZVQEVR0v2nBWSAYqgPDLPTQ7Fd0vShJRYlq3T/1yr8UWNc99/LM4JSiPSFZlYaNiaZtBckJT6zcxXJlDLm90qA9IF8BNymmruMomNtdOG4krfvL31+GlRJHqlMQW9lLQuFVTZM6HBDER6QRRGdskxk1UoGl0G3QfFLterd8Graiu81jeLPebl5ATcWzSBg09T8v9smbPOKVRAWNURmS27FQ19qk42pQu1+St1uWxVnUkZGmPT3VIFLOz18QwPFi8Kimn7iXpXNUHFCpUeH0ei1capC9AYZO+TIBz09LZSI2JQDB7SoRNbkZRW+URWZbRQ/Y0LG8wqaxQODM2ycPRn7kv/dxvnF4CGgM+2hRebaNL0XlEkT0Q4co/vw+7Kq2N2LykssfnQyIF8UhWV3tEiqK+raww6N4n8T8AvftbdJwOKK0yUMs22gmpjmjK63xaHSH+JgEMVEaiJKfCdjYnNLslDb77iM+KH5RY8S2DxStsMmM+jZ6Q82+3sasyqG51KAprbSqDJsW1cqljeWmhmEN10hfFeuKMRcW/NiOEkv7nm9SGZAaaeSaKtxQjfdKm2S0m3YUdUZITsOsP7iU5E2D0NTGWHKobXBKT0Hlc42ahOmjj7BeI9fhdMRZ3aqyywdIWUeLNXhth8RfqGL7QeuKzimhe2pPl/d2Yq6t88Hu/IAteTWG+awGnIN/vJWRh/uZ1nyOIamrrXEFoDfpt6pJJ+ZY6S1tNAUtcE6XzpEejB6rX1rnpN57HcAEFyXFZ6IZ+vMzQ/e1A5g5RpSamFOFzOQxfkT0lC19qXFSLVsmk54DGfNsCmVMm1R1CMIoWQryMZimfYv6mgNP7RlBtD1t9MORNWw7x7E+2yJw5EJM1NxcAOd0nZwIGPm6ReyJKpKColWIYrqLrgGJ+j1T10SUJCEhfhJXfg8U9AVZD5kZD/2xdDqQ2fMied+UEl3PpONZ+DxelixLaMHuTLPKNPs3s9Qq7qkiNCbnK7fVZvNLCSxjM3KiYus1B2+L5m3yVZJ8OXzGDH0MU3z3SluTlfZOPfumXcK7NM3MzZC94tLKS7el2SYdm+mYBIUy+MkP2mCTxlFcr9m77LmZVTkipqYD6m0pCiEoIXKSVMTjeGCK0BeiQmBUbEED2yyni1y4RWrC83iRzsU2aisosOBxpsP1j9xGbN3j0s9dgFOW5effzv4xWMPKmC4y/VhF5LkXn8xYXP73+MmGqcnVD8lYnbVq9voBO4rB0s0vmpzFiC3LaTE5orv7N/VRX+Zc9xM2+gBf/4jNwKUH0HXNURuHS6z7P/NUSwwewfI1LvU9GB537LYqrDaojIaplgB1SX+MSWVYs7IqLWnROFvDqSkX0jfNkTlkEMdmEzIbiXLkbtbZK4ICbDml0yVrWdVQKP8OFSCkALfeR4UN5lVhYIiWh77Syiqv+5F78hNCXagNy70Ty0hHIXvAorw1ZuMoie96n56BH13GfjpN1ml2K2o1Vel41hVMREL0fl2vmR2VzsVq6/Z4FPTf3ihAvqcmddeVk2YDsxYDFKyKSCLQLGkMBizulcxcbt+VkjqwflRUG2bMhdj1kx28eovOI4vwLK+k+IOtqEIXUuPx5ZFlar05FM/RTn/qwT/fhFgNPCUc2NSF4VS8pRUpoKVpvKxDaMk4wG5C5oOl4wSY5KfPx1JhBab3MPVXIZRW6VdMEb8rTcVy6drFJmyAKU68OMF3N8GNVtKUxPMWOtxz7mfvSz/3GqQLInrCoDstCajU08QUfs6FpdkJ1jYeXUtTXuKIe1ZIdl5qA3qdN6dW7kJoMWdwJS7tDEnM+C1dFKKw36TngoW1NJNuk+4B4PGMLBtF9CQaeaWG6yBB+hVQ9dlnT6lQ8+fnPM3dDhqUtNvXBgLE3QGzBID5u4WahMRAQWW5vYCskBBdg9i5X+vGFKIanGXyyhdJg1aEyCvVVLvO7ovTuCxl61CW+FLZJRHJq7jzutU+3cpPP7zbQM1HsssHgwDLJuYDgnXnZzAYUVk0sLMprk5Qy4ltLTMvv1PG1BPkrQxLTiiAmMm2zqfHX1jEOpojPGLTSisbmBuXH+/BSIfVhH7sq7+dDv/UBAgdilxwJal42CSPyZz3fiWI1oLBZZoETrzTpf87DPBfn0X+6Bj8GXiYkthwQRGH+2hyVIQsvKYpjri3KvHBHhVaHGJeL68V7unSDS8/+kOqAgf7XbkILeh6K4KVCyqMGqYvQ8VSEzFGb7GlwB138hKLvOc39P76G+LxwS62G0F4ap7KAtOnKK0zG74zT7FRU1vjET4lXNfsLk1g1yWa06zB9M/hRxez1FtFZi/is5GYGMWlFRZZE4Vf+UIVWhyZ5OMqeD+ynsibAasrs/fp790kl78ssv/8Zac3lb3RZurXFwIo8dlmoStFFg86jms4D4mc2a5Jsrz/Rc/mEpXzBU7Y6X+ZsZi6EJP85g5M3WbzCobw2wCkrPnLDjwmimshQFf+KKgBDb79E6bom0SX53uxphdlU1PpNGnVhtYZXVUhNhCituf+bN9BxKpCiqUuROyOzrEaXQfj9TtCCUyusM8mckbQZbULkWJzAgeRUKBtpJKTrmEvm8RipaZ+lvxshfcai2dn2bu7isk2HpQitnoD4vCx8sRuWcEqa3LMOzU7RPSTmJDvyxz/Zyeqv+wRRGHzKZ/AxuOED75M0kBf7iE8rtv/1fbz62kN87AP/iF2G1LEIyQktgsG4nBBjcwbZkwZGxRLLRwIqqwJCU+bF6soSww/XaNzfi58QA34QFULY/AMraFUi/NqHHyAxZUi03owmUmiLm9aFTN9gYbqatV9x5ZmtQyTfwm0TuzK3zaG0qMlv+pVfpefm6cuxgfVeg4lXmgw9KmKq4hqL6oBFedhifneCwAH7SJLZJ4aY32GLLcMG1T4Ft9KiRNYmLO4WaIrZpmnlt0hUWeaSJ0lGrvzMzBmDtf9Sx2wKlQlDniWgzamWv2fmtpCnv3WVCA1NuPiGOLVBoYOZnmbhHQ0aPeKGaGUV+S022WMWE7c7QhZ7xpc4vHyIXW3zijWUz0pQfOBw+YS6vNsjsBXdhzSVXfLLNDtEaASybhTXQ/ijLl74y89IbKItQPmV90tRfOHNcZyiuDKeOLLhZ+5LP/cbp46KTy26pHCKoF9VoP8Pz5O/TmwJ3c9aNDs08XMOVg2a75CTg1Zg1zXJcfESllYbrPpei8xJk0aX8GmtOoy/UWO0FNGnU9R7DaJLklfnVDQX365Y2qaYuUkG13YF9J0Fokua1d98v7Afe0NGHgzIHrFxU1LhDD1eZ8WPQ4q3NAWRFhNsF0DfQw6J41EyJ6UlcfHNJtFFYUgOPB3Q+YJNdZVPK2MwfpdN4e1V0ODeLIit6qAFCjpOhdT6DOyyIohLRdj4bi+Trw0pH+giuqRorPCorAppDPukxtoK41yL+KxUl6V1UH9vkewJmRVUNsoMudGtGPlHUdoqDSiInozJXOySQfKiRXJOHvrlDRaZ81LJV7a0SExDZKRCfqfPzCuEI3n+7Z/Frihi8wZjb5ZWYqNPSEQdRw0K6ywaPZJz2uqASEFLwsaLWdLjIfHHk2TOGaLCBIxAkz4cobRKxDiLO9ppOX0G6QsCnDfbqTqp6QAvpUgfjhA40Og06N0XUr5aZrheShTYqTH5fKJLmur2Ju6AR22NR/KSxZbXniY1ril+abjNK1Us7AmIz5i4aXAKitAWe4zhKZpZk+qQojni0vd0CeurHejVdbw0/PTru0DBr3zo+7Ryisf/bTduWgRtpVEpUrKnFSjNG7ccovhkH/H5ED+u8ZOykNf7FPGLNvFZ8SKXVttkxjxaHdJd8WPQuS5/+RlqdhjMXmOy4uEa8VlN5rS0Az/9lbu5/x2fIDidIvWTBNqC/D+s5MItXyRSCFn13fcRRBSZ8xo3BUNfFqasbfttq5cEus9epwjjAUpLi7PeJ/PS0Jb5UWzOoLGhiVPT9O9t4cdh8MmaBAUoqIyEGCmPQpsOtHClTXXApNEjJ1gvpeg4qiiPyvvpOqCwyia1QUWkCPlLOQxPxGbakM3l9b/7GE5FUI+z10SpbPBYuMrGqgeUh002/dIJUhOSM1nv1zz3T1dx74O/jB8Hd0+FICqLe2WNbACGC4VdHmE8oPM5m0gBhh+RdnVqQhN/KM3Eq6T1mpwK6X82kFiqlXV+675vkzns8Jcv3ImXgo5TUuwX1woWMT4ty3BlFKZfESczLvarnZ86RHVYhFm1H/RR3ChF+9wei8nDA6z6bp3iNp8gAtEFg8hyCz+uyJ3x8GOibPUSwueOz788zwxi8vl0nA4IrZdn/04JiUzzZb5YubIpqvC1JuWVFnO7TbyEoCX9JLQ6o/gD0gboe8G9HGRRXh+wtNVkeZOi44BF+lJA7qyLU1IYQ3U6TmnMhojpjKMp0hdlZJCcCYQ33raOYMD81TYqEJpPbX2LICIbvBpoUu+VNrQRQGEjRKYcqis19V6DbLZ2mZGrDRnPlDYHZC4I9Gb1Y79Is0NSixLT4BRcnJJB9wGhjqUvcNlC+D96/dxvnEbNoLI6wI9D9M4FYv+W5eCjG0kdd17OwYyH1Ff6uGlQD3VQH9RUbqlJnmBNt2dG4P2XAl4KyqOK5W3C3Rz5toKBJlZD42YEG1cf9smdahCZdnC7xOKClqT61BfTLG/TJMcNilt8brz2BP6H89QHxEBrNmH6xjgz11tkH4/iVEKic+blNlN+q6I2HKBvKQgBacxqo+eQlu56jdE08JISc9P1pQTugIfzWIbkhCL+pjniiyHNrKK2QhZUlfBJTIfU+xXxc45YZfbUiU3YJMcNep82cO8ukj0D1tk4rZw8JLF5Rfhop4gOMtD5gthGmkMeleEI1WERpjR6ROCwfEVAaWNAfShk4q1S5rk58cuu/EHIym8b1AYhdX+KgcdMVNZF+YrNf38f8TnxXHU9Y5O+FGK0FId/79OUVovaOX1BHuTcGSEjLV0d4FQgtEQo4N5cIn0B7nnl83hJQev17mtRHVaYA3VaO6tkz8nJInPnLItXSyLL9E3iUzR8yems3Sonq8ShGHZF8bH3foHMmE+zU9pMzS7Fms+HxMYcsodsNr/uNMce2kDgwOLtLdIX4dp7jkhyRNCGThQ1mXPyPqxVVRFirXLpftJm7vqMdEH2J4guQPZCQOqCyT/8yz0oXyxPoS0nRTerKWyWfNP4ySiPfX4PqRsWxC8M9L4oStHsBRESmU1N9hz860f+Ows7bFKXJJsToHCi6/IzJJQkxfhr4lgtTWVEPguzBe/45Iex6go/LrNJP2qw67/cS2WFQf9T4n8rrYXeAy7LG22qK0O8QzlaOYGk13sMUdHOy0msNiwii3q/kLa0CX0vNtmz5hKztwTM74pw8r5PM/nKBLF5WeQyZxW9P4hQWh9QWq9JTGu8lHRIqtfWZfOyuEwOcjPtkPYWqEAz/IimulIsSX5cAOLf/uRtoNsghcmQ7esnaPYGjL1N03X3FEe+vkX816awVWsDiv6NC3hpzdBnbIpbQqpDmsSkIA3tmia3z6bjoEW9Tyw8hXUWxXWQmPOormi3do/WyW9RaCWnsK4HYvz5994oaR15G6sBc1fbOCVNbUg+n6GHl6UIimh23H2cerdFaMGzv381TkViACvXNMiclnZz74sB0bxieVOc9BkLsyn34cLOBNlzLtM3W9QGNJWtYteLTdjYNTkBd54MiC4a1K5oUB4xafQI6KB3vwRux6bl5Jua8tE1i0avJnsuoN4vG65TEqFabVOLwjqb1MEoqXHN/A4HTyicpM4JvSh9UTzuAEtbHOJzGutEgvxr6+TOusQXQpwSLF7v46dD5vaYhBFkrV3VHmMV5T6IzSnseUdSYPo0TMVkHu2I7iRc0SS0xRsanw+xvtVJ98Ea7tY6kWVF5HSM3r2K5IyPn9D0f88hPh9Q3ADFPS4XXx+n2eeLi+Mk1PoVhvez0UE/9xunQiq75rDHwqVOll5fJ7d7Hj8hf1jYHmJ1N8EWtZ+bVkQXFLmHEsJl3GgQm1c0ujXuF/podWi89Q06jhhUV2hqvRaJF+MkZ3wCR7P7nmMMPwxjd8XoPhKQO2xKu7ID4hcdpt/oEZsziC2EmDWD5x7ZQvGRfuIziqXtMv9sDAZ4uYDaq6osbbFITunLyD1tQP/TispUmvJWUSPWe+XBLF7bwmxJ2yqISLtHhZrMIYfiFR5+Eso/6Ke8wsRLK7oPABoSx6LU+g389XWaPSH11S726TiNlR6ZMZ/wHXmcH2Tx3rQsbcm+EMPXVFcFOGVN/s11Ok8GNDsVS7tDskdsmjlF+pK0ZQhF1NF5wKT7BfGLJo7K4DwxKeGyhbU2c1dbqEAxf31IYEP8aIzErGbosQrFDTLvMVua2VsC0uMhf19YSXxeESm0W5+vCagMGURnLAZ/IguvlxQBQ3gkw/IdDb73yB5uevs+ihsEcIAG42yCoX+yWf7lKr0v1Gl8vY+nX/MJIhVN7rhBdVB+bqNX487F6fzgGF4aOo/7fOQrv8TMDRZhm4lu7iii/yRP9lxIfVBz4Z/WE1kW2HXumQi1ITjz3zaTHBeZvNlUBBFF9e4KiSnFqeu+Qn5HyC/sfJbaoCT4uCm5L/wkTN0VUNtVp9EvhVt8UTIalZZWV2xO4PrNnhBtKVoPiWjErCum7/Hwki9zOQu7PMojitf/229LIEAa5l7ptYUrLz/0sUVNY8gnNq+oDhiYrrQ9tQmZMZ/UREi9r40PDCVZx81qqv1CwPLSmqWtDh0nXYYel+6GXZV7uedQk9CU6LjUZAghvO8tPxTvdAlaXQGFdREO/HQD8Us2fkKz44/vJTEtbNxIQTPyjvPM3hySOyEK7nq/2GC8hCb1VIzcUYPlXT7z18ozZNVkNu1lBJIwv8vE2Fpi8Alh01aGTIrrZX0ob3exa5pL312NXTQgVNQ9G9PVxO6cJ5YPqawJ6H/Oo/pQH16HT3XQIT5p4vdISHdoCze5uCkk+vp56ZScaKAVaFuuTc8Bn/rWBhOvSmA1FVOv9Vm+vsWq3zxN5zHxXNplOQG5OWkjG658RuP3dFAb0qQvGOw9uJH4vI9dAYx2wHNckXw+Rvaix8CTNSGSjcvoIj0u0XU9+6T4qvXZpC5JB8Uo2JSvaJGYEmFUfEbT6JDM2tiJGLmzPq3VTZJzAW7CoDakLlPVZq8xGfipIWHafQI9cYoGxa0CTu/7scwGvSSUVyty54LL44FYXn7n+FJAZVXI7CugstYXmMWQT/onCRZ2RJi/WoK7CcTVECkoOk55pKZEqdvKtTf74x7xhRC7LJYmu6JwCsKSrfeFZMZadP0wgrGmSmm1QXmlPPMLOxIk98ax6tKSzm9TlFdY9D8XMHudYmGXgfIgcjHC0E99Lr328wSOuDBaGxryGfyM18/9xmm4muX1FqnTNtE5k+i+JPUf99Lo94nPKrLHDLI/jhM/74Chqa0M6DrWag+OoXefj1OWE01p1KD7gCbzVBT3riIdx6Xt132kSa3XovO45vTfijRMevmayirJ/rRqciKKnozhJbS0QjIyeIwUJCsS2sbweRMz5RGeSeJmpAW5vEUekq6jGjcpsOjYuENplXwE1SHF6n8UIcDgY4pWTtopM9cLOrD3SZNGtzyAXkrsNn5E8Vdv+wq1rU2aPZr+b0gKTPfTNpkLIQOPiBFffb2LykrwnurELinWfamCl1BkjxuUVkNrOSbh0ElN39OK3DkJ3q73K2pDAp4vrxIxwtIOUWWmJtvCBl+THDNwsxCflRPUyu9rWlmjnZuqOPfuOLH1ReLzcjrtGixRWmXw9w++muiS5CI2uhW9j1lkL/r0HPSpDJmSGtEtcOnYgqbzRzGSk4q/G9hHcrREfMqUCKE+n0tvMFFPZymsj1HYBLd/4XeYuwYS85LF5yWEr2u0DCa+topWd0BsvvHvHkS531qnM1w6OER+q2xWkYooWOvrWjz7f/4dyUkojVgS2qsli7G0PsCyZAHb/tf3YVYN/uXQNXKqa2ryu31qQ1Bd5ZM845B5IoZdFjN3frMYv0NbwgH07hJHPvppevYBIWTumRGP6pkQO+oz+KRE2DV31jDKFtFl8PpdlC8tSmvRQQWw4ubxy89QeTUkLwokxHBFNRk6cgpv5kxqAwaDT4rPeOGVLmZLLFpGG1NoNqUlNnWLLUQgJc+lXRNYBgZkj1v8yh9+j/RF+OLnX032XEBqSgLIawNy73cf8eh7IaC8Sn6v0lUt8rc2OffgWtKnLer9cs3vevOzGC1FxylNfUBOmPaSRe6YPCuFLe0w8rjYucyGwtqbofwrZfLbpJUXWxBCUd+jFvO7xc5lbSwTP+9QeqZXfKuP9TJ3rUK1FJVBi959VXKHLWoDBj37W3Q+Z9NzUNaPZk9IcsxkZqwLFcDCzjjq+gJ22YAbCixtkbZebBGcgmABjUWHgz/cRCtrUFwn6tdmp8aqSMfnpZmgl9JElhW5My7xCRO77hPNa6be4ZOcdiVasE/T6LRYuiKOU9Us7BbRS6NTwA21AYP6oGZxT4CbUbivLBOfNcgcksFwz/6QICaCxa7DMo4qr7BI74tS6zHgnUukxmSMEi0GwnreZND/bED2gkd8MSB7PqRrn4mXFLGl4csp1C5LBmfmtHzO5ZUGtWHxpWsnJDFuEp+wCCKa6KyFe3dRbH890lo2qwaRZbGHFNbZBI4iNS5K5sSMZmGHfC13NqCVlYIXJXAaFShmrovi1GSkg5JN0k/qy7xmbUoB3nlMotdqvRI3lphSeLkQpwJTt5qMPvir4rZwwJyKEl36D4zcC21Fq0uTPe9jNqRy6TlQp2O4KObYdtyNm9U4ixadBw1m7nVlKJxVWHWJ8snvDLBrUj3q1yxTG8tI5tp6xdhrHOr9Yu6e3yOEjNQYl4Orc2cEqDC/0yAxIy2IWD4EzyB7TuDM2dOw8sct4nMeyoeeByMYruTVRZc0XYdlo5m7QWPXNc0Br+0BE3VaENPMXRMT1aGt6No5jzlapf+ZgPyVAQu7hepS3KBZ+Ypx3A6Ran/o6bfR+7BDdEGxeIVFENVc+xv7WLjdY+bOgGa3sCqlHQfdhz3OfjBKZYtLbUii0syKiVWTeVIrrSiNiIcsiGo6jikWrobmgIebUUTnDfJXBSzsbLc2O6Xya65pCsBgSjP9Lo9YPqS6q0G9P6R7nwFP52h2KjJjnohGaNOXhhRuVvG29z5Gs8Ng8u6w/T5g9DUXyVzQ9D+j6TrWYOkqTXVYs+PAW6ifzWI22wSlokX3iyaVrS2BGQDNHp++5+SzbHVqGv0iTw97WnS+eYrevYqLr0/iVGQBeukhi88oUdwtKEwPpu8I6TjZQhmaK5/7Rfb/18+I59UWUUK0FKIdTfBCjmBVQ/ifT/p0PeGAVhTWW+CJD3DgMYWXgNF3n6PrSEhswaB3v09yqk1cGlQYz2W47oPvozRq0OyC4DO9aAvmrtc4+5IU1jtUV4JzOEHXQUX/w3NEJh2y50P63zFGclzhdfk0/ZfzOIMeEZz07Nf4CS7H03kJURS3cpqxt8qJhbJNcipsP3tiL8qckVMeiEgkuiwFZfZs7XKkVb1P84kvv4HCTU3cHLzrT39AvdOk1RGiDbn/Fq6y6f6diygkCD67L0LkTAxtvvQ7Qe40PPT1a0lMKeauD+k8Jokiv/HaH7K8S+bq6fOK3ClY840WaGnFdp5w8fd24JTE9lJdEWK29GWPoVPUBCfSuFkteY6XQqprRFUcmzfw44rJ25PCUU1pFnZEqIzA9E0G5j1LmE2x/wAUt3vsfvsRsl9MkbkQEnkgS3JaEz0ZI/qaecqbPfKbTYJ0gFOSawPSVjz/zs9gthT1AYEsANirKmgLJm+3qA8FTNwelQ1lLEphXXvjOxCSnGnJXHmsyeATIaW1chIG4cDGZxSp8xbZ8wHJ76RQAQIn6FQU1pvkTrfQCorrDFKTWmIFI9JVSn4sjQo19V6NF5fsYoBav0llyGLyNZpWmySWmNLE5vVl7q1T0gw806DSLogaI55c1wVF9rhF4Ig4c8VPXAwPBv9IOi1B2aaVU7z79qeorFSXed7lEeMytax6TxmnKHNYuxpiNcWO46U0M3f7DD4Z4GY0C1cJGEL58k/3IenoeGlRhKcmAhZ3QHXAJL8zaPtqwSob9D9VovcFyB6ziRQ0XUc8UmP/Toz2P3j93G+cKhChT3mFhVPRpE9J1dV4vovoIgy8ZhzDb1fS9TZ2ajIhMVhlTW3AJrYgC0Fwc5H560OKhQTDj0h4qQoVyXGD3JmA+kCICqCwUV2e69kVkVZz+/LlRbm8Gqbu0OSOSpKDVGCK8soIi1eJ8rDeYxDaIkAqrYPYolT0Qz+RKLGu5y2aa1r4Ufidm38g/EqE2GE1NfUH+2jlYzQ7TJxlE6sh8TldhxRnLgwQpAI691s4s5JUgBJQdseGPHs/uwtnPELytIMKRL4dW9J0nA5Z3mTjxF2y+x3i04qlu5uEjngty2tkTmrXZcHJnhYOpdFSECq6D7n4cU1izGJgr8w43/62x6n3a5JHonhxyTY1LsQorjZY+7c+TlnaJpXVPtElTX6zIwKbFS7RBZGIV9d4/PBPbkLfWqD3pxatDQ3crGbmX0fJb9PMXmNw7r02YTwg6G/ReL6LoMeVDbtTxDluWpE+GqGwWYzVnYdM5q6B+ZsCCQmwJXjcnItw4eQAy1sUXkfAzncfIbAhfeM8IB6/l9qYkYImedZmflcESjbJB1Nc+ef3kTlhkZhUNFa7TL1SYxVNvJQm+XwcowX5X61R61fEZzUf+JXvkT1h4Y82qfWZdJ4IubDcRXGtiV2VuXZpjSK6pOg4E1Bd7zF3rcyyklOawnoTswHpcyaN/pDKSIjf75KaDCneVWP8L2PE5hRzd7pUPzZE/O45cocsZl/ov/wMWbMObhpmbhOhS3W1h17ZwNxRxLuySscJTdfTNqYLK34oquSX4CC9N07jJ6QKz52EWq9FYbOISaZvSlLc6aKVnOZaXSFqTri0n/rCPRRubhJbEE9qEIGT932aY0+uJTYrzykGvOYNz2HVBPpNCFZDThqhDUbLILRkk/nKx16NsyCFbHWlbLQX3hyVSKl3LlJY69BxWgoaPwodxxTlNVBcY1De5oKCVZ+6gNWQYnZhF2z4bJXuQyHJqfac+oKEFUTzcv0TU9B5RLE4kSNztt1duWjR+5TJ3h9tFwSdErh9/lUNOk/5VH/aS+KCjVOC9Ckbq6HpPK7pf6ZFK6tY82/vJ5rX9BwIOfvezwDgXkqRmNL07IeRB4VRbLY0iUk48MefoZkzKK8waXQ7RIoh87vjLF5pkZwUz7pQ0WSjQYu1rNFjUBsKGXxCNuf4nGbqVodml2boiQZ+FJQvhxK7oZm4I0J1yKD7SEhp1CB9KRRcYa8ivyMgOmMTac9lKyNyP1gNoV2ZHhTWRnGKsoalT9gCj2in9HScDiiuExZ1K6cZe31OYu+cEDeteeCzr8CuQvKCTWmjT7NbkJJBTOOfSlMf1CxvMpjbYxM4EvydvgCrvqRp5kxyp9qozuVQgAtRUbu3OuXfm1kDbSr6nhXBUc+zJlZNiqncKbjw5rQAUfY00BZMv8KivJrLupT/0ev/641TKTWslPqpUuqkUuqEUuqD7a//sVJqWil1uP3Pq//d9/wfSqnzSqkzSqk7/nd+jh9vt5ZsAUp7aWT2lZa54ZlzA1RWSk/fTYsZXZR6oE1FMyfG8twRE/18lpUPaDL7oky8RUgSdkWCTQvrTHpehDDrc8er9kuO24D01PteaGE+mJOA5bRktSlPBBUDz0gKvNISJAyQO+9huJowIoKip9/zcZa2ykyw1is0oupKhT3p0OwL+Nuv33P5BIMBxTUm9T5N9rhF/g6hVxgtAY8XNkHyrE3nPotav7rM5M1eCEhfgPpT3VSHITWu6btjkvQFSX5odipmbglFRfpYEi8ti1Py2TiJKVHVxuYMvLTkjta3NSiPCo/XcGHgcYOxNwnD0/Bg8rVSRfzzgetwyorcWZ9Gn2J+l0HmvMy3Zm5IYZdFnAOQv7lF7oyEPjuzNkprInnoes6ivNKkfjpLdDkg9WKM7BkRdihfkZxQXLrrH0mdsYmfjMqm/oJD8UqXZr8viThDUsFHlg3xbcVFXJU9ZLO825MA7psXSUwptC2ba9cLJoc+v40grlk40w2IOKi6AmpXNSivEsJLfF4TXTTxEsIiLu9q4qUgfcQBRzyTXUc0rRsqlDYGtM5khAeaUHz+v9/Dof/yaZxzMZSGubuFFnTnW56j1Raj2RWZabZSBt3PiMc2NanJXxm2A7oFy0YocI7ohQjNrEEwGcd6OkMQBd00mbzNZO5UD/HF8P/2ZL9EIModtPDjmlWr5+npKNP1uQTxJ5O00gb1PkW17R12ikgRGcLyDwfFo7gClrdq8ldoVvzIF+btkqbzORvz1jyZb6YwPEV0lVCWQhtW/KvFyKsuURv18VIhN3zgfZgNUarG50NSkz73n7qCaEFCp7uPuvhRQ8RV/TLza+bk8yytlXUAoOOYGPadgkF8McT7dg9+XIDmL1nP6v0KtaKGm9F0PG/zj3/4N4z92hquvP0U9T65lmP3ZFnYaVBcL0plL6GorvYxm5rGRgGHLNzgk7xo0XGyTqND7DF2TVBxjR6DxZ2a7PmQ7GMxSqOWfF4WvO4Xn6S8XlqK5VGD4m9Wca7LY7hiX3nPnz7I6m++H4AgGVBaB7U+g7G7BJRSXiXz51XfeR/5GyVDNHbvDNFCILCAfo/sm6fxMiGJeQkQKG9zyZ3z6XtB7puOY4rlDSaxRVHR505J6336+hiFrSEDT2tCS2Z//XsDWh0SHN+3z5XgiC0m2XMh2CF9z3ss7BSPcegIicePixey3iMt4EhBnnM5xMiJzq6Ielb54l9OX5DQ+lq/IVhSA4pbhP+dnApJjFnkTimqIz7dB6SATUwIRctbVyea1zRHW/gxxew1UYIILF3r4XbL55bfBoUr/MsjMC8ZUlonIrLZ17u4aVmnc6dljlpaI/dU5mKIcz5GKyv86FXfFpHfz3r9vzlx+sCHtdabgD3AryulNrX/7JNa6yva//wQoP1nbwM2A68CPq2UMv9XP8TwZUMxPIhuLBKfE/m32ZJUgNQZm+5DAgb4zts+SRBRRBcM/MEWZkvy5OyaKBVVAIX1Nom5AHPOIVJQ/Pn7viQnoF6ptFfcb/D0F3dR2KTRlswZp2+MkN/jYTaF5lEffNkjVxm0MFsw9FiN2KKmdWVN5PQjkDsByg65+oe/hZuR//8lm0xiStN9OCQ+beJU5AapjgRYo1XMJhiBIKhSz8Rw+z3YWKHVITPEl+amQVxOhs01TZa2mSzd0pLWiyst0JlHhy/7rgCS56ViT71xFrsqM2Dly8m8scql2SnzSi8BqX0ijopPGdg1RX6zQf+jwjKtbHEZ/JF8dPGzkXbKgonREmJNEIHiZp/alQ0MDwpbQsyaSfRMlGq/RXlUFIehJcGz0VJIdWWAnw2oDFnUr6mRPVOXhXxlnSAKG595N0FEWtteShPLa+x5u30qgdDRfOld/yC+xKKmskZa87UVmsxRh/ImD/3tLkEsLpi0cnL/1IYU0UXFih9Jm+gl0H326SjagM5nREjipaRaDaIixlKhCE/MgsDN3bSi9wtRep9TZM6A4StWvfYCjW7Fto/fh5+QQOXEoRhdhzVHfn0bra6Q+LwmOR0yvG1W4rUMCBIiGBt+WBNbkM/7pVa9l5S0jfhiQPq8otEnm1101sZs544WV5skJl9+htx+j9w5EYF42ZDpZwcp7O2ThT4JSouqOzmhyG+yKW73iC4aJKZDUhMSYXbjbUexaga5E4q5PQ5b33mceq/CqWi8pzoxApnTuWfT/PGv/CuNwYCJd/lceGIUe9lE9bZY3G4y+FSDi2/8HEtXwtJWi86Ho8xfH1J5VZXysFxrdV2B5BjUrquRnvBhtIbhiroUJGy50WUQRDXLG0yWb2xh1YQna/gyY2t2B3R9L345r/He3/8gvfs8Ln5mPb975/dRISQnNf5gi/isIAjT4x6d+01aOUXnTyN4KRh+SJGYDSmvjhF51xz9zwbM3KhwM5q//41PE1k2mL05YPnGFuWNQjJaces4j/zlDSQuWSTmhKXrPtNJ5WQHQUzWrk997nWESbnnorMWr7p9P6nJAKtm0OoJsKuK5Q02/U8rtGtIu/VrQ8xeY9F11EXFAvLfH6LzsIHVCIkuQHTcYeZ6k2q/2LSWrpYs3urwy6fRK689S8eZgPi0ydJWeYaNlmJ+t4mfCXC7AkojNsW1BtFluX+6nrEZe5PcI7UtTYKoJv3rk0SWNYVtAc0uTXWdy6vft1fWxOsazN8Y0OpquwVGQ9JjUmx0nBH9SSsnB6D0RYhPmJJe1G7PVkYge9KimTOIzyiihZDQ0gx9xaY2BNl9EkhQH/XwkorEOYehH7fzPZcURtwXr+lZsMsGfc8HzO9RRE7FcIrCMG9lDApbQpwydJyE+d3QHHIxXMie1UzenqJ0S+Nn70v/q43rZ7201rNa64Ptf68Ap4DB/8m33AN8XWvd0lpfAs4Du/+XP8eAzPXzhDZ0/UOcSEmzvEV669EF6H71lHh8hkPe9k+/TXJOvFx9DzkEjsJ+3xxuWslJqkdT311neb3J0I4ZqsMhn73nLsmNPCoV0dRbPVSoyZ6SdBJnzzKtfo8VDxi0OkQGv2XnJVb8WE5ipiuD9vldCZodivTjcTEMn4Hiq+qkDkRJXLJpjLoAeCm5OWL5kOUNJs1tdXKnPXLXzxGfMjH3pzBbGndNA5SiuNUnft7BmxGPmF2WU2azKyS5aRkvoTCWHOwrCmSfi5Aal800MSOznMpKyaxzM/J1swHuF/oobvOojfqS2+coVN0ktignykhRNo96t0GrS5O5aY7UuKb5zgIqVBhF6zI31CnD13774/L/r/LQlgziY9MWzvkYifmQ3HGDINUmoqwW+ILb5dO8oUIQVVTfW2LFwyErfiDXZ+ArDtM3JYjPK8LpGG5W440naG1poHxpn9e7DAZ3zUBnC3dXlc7Dig//7n1kzosP1S7LnCY5Lm3A+JhNdVhm4eG6GlZdiphgQw27ppl8j7Sek9vyrPlaUTihFyRbcP5WT8KqUzLfaXWKRD952uHaa09y8tc/TXrcI4jJ6chNKzpOBEx+dZV0IwI59WVOClGo0W3Q6oow8LQmPeHhphWFBwfpPqwprRP1cuDA3NUm0YLAKZxlsVRpW2OXFF/8+CfQhsIuKcqbXWLzmhU/acmpOKn/b4Dq3scsxu+IMnO9Qd/TksUYW9SU12jclKY2COr6Aqlpn2aXxirKrA0ldoL0Bc0L39hOaseStK80PPPCJmKLGqsZEkRh9h4Xp6SJLio++sjb0QkfXXQkoH1DmaGvWrhdAZO3xdj42fvQvS0iy9B8Q5EVP4Do3hSx5ZB6j4H6aY7qCsg+HCeIKuLPJmn2ixEe2vFwexpkT0OzJ8CcjVBeI2HgoSUztsSESXmlQb1fUoHKowbFVTalVQZ/8eRdpMbk2Y2eiRLaMmef2+3gVF+2vPS+YprJ12gWd8ppsPhwP+WVFunzgpf8/d95HyiIzNlY0xGyh21anSEzD61k/npNa3sdL2Gw4k0X8dKa3GnoeVGUstoE/HYwwsYae/95J25ShD6JcZOuYz7xebGdDf3IoOtY2ztrw8z1NsPfsjBbGqeqxXZXlTDwzmMyx64Ow4ofSNi5bqc/aRP2H1jL7D0umQuCVrTLkswU214gdc7CWTIJIoquYwHKl4SS0IbsYYeuIxqlNM5QjfFHRmQc1tlk5KEm2YMOT/7JtbJmL0boOGgRm1MUtmjS5w0WbvJITfuM/Woons0p8S6jBfqenNQUrnbpOeSROSsbq9JQXhswd1NAahzcjGz0pY0B7o1l0qdsasOCBpx6dUi9W6hjuuyQvdAeO11VoDRi0b9X0nzqAyKKK62ByLJJYiZk8RaX9AVF6pRDEBPLYGPYJ/PTlxOG/p+v/5/MOJVSI8CVwAvtL31AKXVUKfUFpVSu/bVB4N/VwUzxMzZapdSvKaX2K6X2+40axed6RVL+VoNGh6zY0UWNl4bl7w0RRDTd+15WmeXOBtR7BJ1W+9cBQluRumSQOQeRo3GUhuL9g4JW+nQFp6Que+lSL8Yo7PKoDSqCqKLrEzFyhyyW10sGYnUkIP+3I4y/QVMb1OR3Sjum2SWpHq2cIjYvjFbG4qSmArykJnNE/A6tDk1y1kdpOcUY4zGmbjNpfasXw4Mr7jlJbQgye6PUuwxU3KfVoUldFCFJs0ejTYEeeE+JyCbI+DRPZakNQv4KaR0tbw+JLSgiyxBpK0bdrJY52ZBBbMKm+3mTlT8SX6NOiPrUvDlP4Qof04XaIHgdPrUf9tHoVhQv5XDXNGRuOSA3cSsH7/6zDxMkQ5x0SwKJb10Uq8JBn8UrFAf+6DMkL1hkLwRElxReUjH4E4Oub8SJLYQkvpxhfqfN1C0GnSc8WlmT+rpWG7Yd0nHVAmFMM/p5KG0Qk3/9FVUmjvVjjUUxTiZJTrmUR005URY0VlXR7A6prJSWot9OfklMC0UltKD7iE9PrkJ5FMJl+Xzq+7oY/0MTP6FZ3unT6FSsWzFP5zGNt12ulR/TzF9t0OzUjP3VBkYf+DXG7jIpv6dMdUDESM/87edwM4rCHQ3cnNh2osshsaWQZgcs/1KVpW0m8zscnLKmuiJkYYeiZ7/wYAefrOOnNIGjKG3yieahOio+s7e87Qne+PcfpbSnSX2VR89TNsnZgPJKobz0HApF6NN+VYcNEtOK9LoC5RFROxe2hMTmDbxsSHRJUbuYYepWga2bTQUpj/nrQ9ykorQWGj0a/b1OGj0Kuwp9z7Zb6e2iILs3Kt2UqiYxZpI6FqH7RUPgHa5JaZVN14sGwdo6re4AHSq63jhJ8HyO4hoLbbaf3XMe5U0eVkOIOY33FjCbglc884syE7Srip4HI2LpaMe7vQQZMVuQOmXT7JKTeWLKIDErbfxWDnr3e6z4ART3CBO5scKj77kKsfn26WhYAqWDKMy8OEDqjI1TFAvHS63H0IblrWLp0oam7wUPPxmy/p2n6TooHZf4hAmTMRbubjH7pVG0Id7A4lqDeq+Bm9H8wSu+D0DkYILQUiztkvZ4bbO0iSX5QzF7vcDs6/0aPxUSKSjclKixZ24LqNxcp9ElI6TQEi9vfEZRGTLJnQlwihBGQ7FlNRSx4zEWrxKmtNLQc6CO+YMc8bmQ2KJ81rPXShrU6m81Ka2FSDEkMdfCuRAj/WASqylaEM4luHSvXNu53bKdRPIGy7s96gMapySK5q2rp1jaZqEmY2QuBtJV82Q0YpXFs9n9pMPc1QLZyJ0JcVOAVsTHbfy4YnmjQedxTfaEgfl8Gj8KiQlB+0VmpJNY2KLpfUaBbncninEqVzUprjFJTQX4XR6tnIRWNAcEP/njm/+O2qB0HUJbupzJixaB/bN9nErrny25/d95KaWSwJPAn2utv6uU6gWWAA38KdCvtf4lpdQ/AM9rrf+1/X3/DPxIa/3t/9nfv3PnTr1///7/V7/jf77+8/Wfr/98/efrP1//n76UUge01jv/n1//n0R1/m/9pTbwHeCrWuvvAmit5//dn/8j8IP2f04Dw//u24faX/ufvk6NzbP9Nz5JvV8M2uvfdIZDz6wjuqiwmkgK/WjIqvub9H38Imc/tYnqoEHnSZ+FHZbkvU2KJ9HNalIXIXe2RX5zlMRcQGmVSW1Y8Gl2WYQ2Kmwno1wM8d69jPPlDuZ3Q9/zmvIKk1anxu0MSFyy6H++wdIWkdS/xI7sPNnk0i9r1FyUxIy6LPA480cfYstHPknnSY+Z6y0MX/HG1z3N/d+8gWhetzPyNB3HNa2cKHkr57LS1jodE1xWVCppsym+pHqvQXI6ZObmEJwQ1TSJzppEd+dZ17nI+S+upzYkLWa3IyA5XKaynCB13GHwsQLn3pMhfV6sOwDpsRCrqZm6XWOVTRIzkhXZddxn5jqT6JIMz2MLIS9+5cOs/NzHGP4xtDImCzd69D1u4VRCJu9Q6EiIUTXJnhZIQHrcZ+ZGA7skbcfEXMjyZmktWjVF7/6QpW0mbjokurKC89MMfhRy532aWZPKiKLZ5zNyf0hxrcP77nuAv3riNVx63efZ/tf3YVc1hU2awadCJu8JcKYcsmfFS5qe9HGThmAKqzLzbvb64IRYeRs/EzD+ax9l4x98EqsmbaJ6n/h/a8OK3KmQ2dt9EucdnKKmcEVAx8G2jzQrsVflUUVoaZ5478d462/8NlO3KjoPS3iuO+iy/h+ajL8mI5gwT+baVl18oNmTBtURacU7RfjG736MX/jdDxM4isWrQwZ+KqxNN6kut4MNH1JTPoX1FnZZgALlDQE9zyka3QbH/vuHANjwh59E29DqCMicNSmtDbHqkq9qeJr0uE9xtY1TEUWxCqB77wKnfjdH7JJD/3MtKsOOJM7EBI+WuSBpK9O3aTInLCqrQ4YfDpi5wRKRWp8iczEkOdVieWOU4kZBW9oVIR/NvdpF1yx6npXklMABlIwYKisVnSdCoTXthN7n5dlaulJx4SO/zY13/zXF1TbNTvDSckoLu1zQisz+CIarKd/UoPv7UfJbFOmLQr9qZUW3kJiUxKXm9RXs/SlqKwOybY9os1MU6G/5wKP8buc51n75XsyWWLMS04rEbMDCLgOGGgRLEYyWQWq8nQs8LiHMhY2iRNeW5sQvf4obfvs+WhnF8k6f9EmbypqANV9rceFNUS59UJ6h2IxFx6mA2FyLuT1xUlPSeQgiMPS2Syz//UrchNFGGUortv9Zn9KojbakRR0p6PbMXsAQ/tUV0t9PUtgsXNqRh2osb0pQ61c0Bn2cvMnQEy71Hptav0FqMiAx1SS/NX4587OVMbDrWnybrrzHqds1XftMlq4OGLk/ZOIOi8EnQ9ykwYtf+TC37/kTKqMJGt0Gxe0eiQs2KhSfcaNbwjIS8wHTt2rSpy3Kmz2Ua5C8ZEow9xGbZhd0H/ZZ2ipo0u7DHtUBq+2EaN8r7RzPSEW8ma0O+VppnVyPzHl5vgLnZahG7/OweE8Tv+ww9LCc3N20dDc6T3lMvMqAlI9hhwx882erg/7fqGoV8M/AKa31J/7d1/v/3f/2euB4+9+/D7xNKRVRSo0Ca4EX/3d+Vv8TeWILCjcDC3++itiCwk+CUxa8Vu6EotntMPGn68UbWYHpt7ukL2qa3SHRoviV7LKIGRrdNtoQ+EFtJCBzxiQ2r+l9oUTfsxW8JOTOBVSHDPIXc8zvUiSmDdxkG7ZuylFem9D538Zp9AgftLpSElasmkfvDyJE80IsMptcplAEEYnLCi2Iz2oe+eT1QvvpF1uLUI4MzJamfjTH6JXTRE/GWPFIBcMTZWFy3CB1SYbpfgxqvQZG0yB9zKFzvyG+wEs5Tn53A/nd0rMLYhqVdYl9J0v6mMjSJ//IIDZr4McU2fMBmUuiqC2PmETnLIx2uy8+p5l8jSZ0ZPZp1TSldtqLmXGZfrPH4g6NEQkorDeYvc7Eqhis/ZJHxzGhkSRmA7ShMIfqXHnHKUIH5m7zMZuK/r2a3v0hxVWmXCcF1w6N4SUlBaXab2LXpS02/CMornZodsAnHngt6bMW1//m+1D/F3X/GWXXdZ7pos9cYeccKgfknBjBDIpRIpUsK2fbirR9nPt0cHfbfdvtdmjZLduiJLultmRZVs4SKUrMJAgwgMipCkChctg5rzTvj28T9OnbOuOOe8a4Q64/EkmARNVea84vvO/z+vDCf3qQ9HnF0n4THANnxGX1OlESB5aifH+HUEOjLYWTCYguWuSetxl6LiA2IzVkEBKk1/CjZay2onZnh+6EI6kpZ0J0BgO0qTCTroxHN8rntnptQP6kj5sLuPVrv0vp/S0SMyaBBU7BJzwbwvjzCuGKPANWWwzffhg2fsOhsa4fLxUCLwFv+h+/x+rVisa4Iv+CgR9SrL1ZfKLNCUXzug5OCubf6uIkNaGGpluU9JtOwbiCP4O+17Xdt7QMaLInxQ7yildv+VoR5TgpGSdHKgFzrx8kdTyE3YCFW8OsXROQmpGx7sBLAWt39OjkDCa+D+2bWuicQ3WzTXoKmvc2yUwFVLYZuCkLJ6NIXBYuaLgmIdij37IJr8po3Q8JiSi2rEm9e57eqCTtxBdc0melWAhXfbyi03+HZAQcrgqNKjWliJyPkDkUQvkiFLRPxQgscDMBTlqsXNrSZE8pise6RMoBwYUEdkNGe7WtmqHHVvGjmvLVHv/0mbvZ8ONfoXBU427sEKqJLcZ0NPFZhX0yRmrKpHhEU93r0rmhiTboR+LJCLtX9LnmT36N1asU9Q2Qf94iVNfYFYOpd4fJnpJiNVSSor2y2WTm9VGSswFBXzaZmvGY+/J65u/SpC73KF0VkFj0SczB/Gss7P5z1MuLinvgRZdbPvSCZLX+KIE2YP11syQvwfl3S4GfvhiQOm/hRzUX3q3wIorBw206BYPLr41T2SupPo1xITB1M/IOR8qyohh+QuxvqbMW1Y0h0psqLF9vUtkh38+5j4SpbDWobwiY/JZoGqy2FCWT314lfcmlNWiSOS5nzMT3FENPKfInHNl5Dgt2cemdXQxH9vG1DXJmqkDwgq8I5CT4IyBcFcB9c1zyjzEkm7W6RRJUQnXIv6xYvhHs0zFJEsoZNCakeAw1NO0Hqth1g+TRMNGjUSKrP9uP8v9kx3kz8D7gjv/FevKnSqnjSqljwGuA3wLQWp8EvgqcAh4CflVr/X+TsS1fXhQuvF12ed1Rl9oGWxi1Ec3wr1ygk1OU9mmaQyZLH+zSmJSZeuJgjMakpLE7CUMA8aYAgduDJtG1gPnbDaLzpnh98oqlm9M018Xp5QLm7+jnudUl30154l9yUhBdkguLa2ocfmkzyUuyeM8fVSRmFBfflKA1ZJCYDUifl4PrFbOzF9f4N9eIrkhOY2Odovi8qGU3/OMKbhK6RZGPO0WfpYfH6Yz5nH0gRGdYRAX1rSLq6WUV7Q0isU6fVTSv6VC+U+DHhSOK9nBAfFoy8YaeE7m14YnJOVxRpP8pienIhd8umlhdQa/Vd0jKemS135FccohP2VcgzvBqIkH4RIzcTyMkLxjkHo3QG3GvJCbMvDZKbNVn9TaXXsZg5RqD+ONxqk6U0bsvk3tO/G6Lt8L8Gz28OFdsOU//YC/tEWGUOmkBM0g6Qo/WmEQfJWZA316htMukNaq58Xc+Ri+rOPeBB4ks2kTTXdZ916M96Qph5Uyc1ihU97ikzymclCZ7rkdlq4nVlu/n9Ec+RWR7FT8ZxsmKJzVxOkQvK0XWzTecEgZq22Lu7S7pqYBPfugzJC+aLLzeQ7kiTLKeSov6uaAY/Yn82aefmaSxIaB41CNa1gQhRWwlYOp9JmOPe4TLivwJn/hCQHxeut3xnzZZ2y8Ziukfxwg1ROSVeCEqgQJfsYmUFMt3eqhAYdcF3/hKGg/0kXvFfnVekX8eqgo4wOqIwKu6BZpjGhTM367InXElXmy3w9its1jFjqSC3F5j5Z0dJv7JpDUGt//RM6jpGNo1aA9JzqL5cpLWsMEb3nCQ5esktKBT1JSvd3HjMP32T9MaMhh83ifU1Aw97xCuaZrjYChN4kyIxdsD5g+EceOK+kZYvt6GntwmT/31Z2hsDBh+w8yVyC27Kf9bu6mLF5PJSS8tF6zVlk5n5Glh/XaKIXK/chn6nfvaHkVk1WD6vUUSs3LBOSmgbvGO33+o/97I7qkxatHtY4DdhAhJVNgnejCBF1ECRKhIAWQkXFojGrOnmHy4xz0PPEOnqDB8RXTepFOUi0Zb0MtL6EH6bD/RI2v0L2Kb1jikTltUNocZPKhYuNmkPawIl+T9LB1wyJwRJfv8bRaH/vu1OBm5ZEKtgNnHJiR+q20IMWnMoPhyF8NR5Abq1O5tUdkWpTUqE634JZOg72MOwvIMpy94BBbkTmgW7/Ip7dWShxmFajWO1VJXlNwT3zYoHvXInFV4MUMALC3RV5SuK9AckrSrzpAmWgpYucYiXPOZvctm4GkBJrSHFIVvxYgviPjSi0BiyWfyu2VGntQMvBDQyxhYHSEqiadbuNbpqQ7xywZcW8NqK3Jn5AK0uprIskF0WTi+1W39yY8BTlLhPFwke0qTmPMJ1TTl7bGfeS/9P1HVPq21VlrrPf/ceqK1fp/Wenf/779Ra734z37PH2mtN2qtt2qtf/T/1X/I0Fe6NXvNIroW0Cv4uHmPma9sxOyDD+qbNNHHk/R2dqht80lf9MicE6KI3dZkLngMP9OjOWyQPdOjUzBQrmL08RaJeaH9Dz9ZpTVkCJj6KeE0CnxZce8vP0tgaYove9R3uFIJPZQi97Is6Xu5gNI+OXi8hBxu5V2KaNmnusdF97v+8Z/26Cwk2PWLp2kPGbjJACel6BYCVm4p4iY12dOa3tYOk9/TtHZ1KRw2oGOiMy5WB7JHTSIl6SIS50JEyprmJKQORsk+EcHswdrVAWZPPILRFc3izf0qOKOIL0iXVJ+UsWXumJLg7o+WQEEo1aM9IovyxIKP6Uq3oXzpGDqDisJxaUe9vU1MRxOuSWBwJNPlr9/3GYae65GYlfSU1LEQflgg4iqAyt9O0P6bUSq7AnpZsIpdRr4nIxm7CYkZgyCsyR8xqPQNTq1R6d7nXhPHi2t+8Xd/QmdQ0ekThFCSAuLFNdf/248TqoB5OMXFdysGnrbwoiKUii3C6ESJ5gRoS+Ok+77JeakEDnzkI6S+mOL8B0P48YD0FKQuSVZi8ZDBqb/biQo0xWcsEi9Eee5PP81Hv/kR3DgUinVSUwa99SJsii4pnF1tFt7gog15LsIlg/J2i+X99NMrJMC7MSYHxso1Bl5YScjuiGLlmgTjD0HpOjH3L97r4cXEctMZlMMjOedjL9kMvOhJd9kROtUrX6s3eRSPaHp5GXlWt0oHtnivK6NfHzLnxAuduNRChwMWbrHww5A7bLPy3XEGvxpl6baA9lyCs7d+gYVbZCT7zS8dkAxO1+hDvcXb50Xhkc/fSGb/MpnjFu6Ai1mREIFN//gxtJIx2fINMH/AprYRErNQ+voY3aImOiuItr/8+GfInIH8SR+zKcfVpn/8GKkpg+kXJmiN9oV9gSD9tG/QHXdoD8qznbgoRJn8CZeVqyxa612aIwbtPx/Fj0jua2JO7CXJGRh990W8mFzEw0/B33/qPnKnxGcaXRUwQbgsz2l8XrPr5il026KX16xdBcsHfGqbAzLnAmLHo0RKit6ErIZ+9He3EKoLvtPqwNidl+VcBGILIsB5xTseqmuctCJcDfq4PBlvLt+o8WPyLrY2uLhxxeDDNs0xxfpvSaHuJkTgImQfCQRwUhCMdhl9vEH2nMfK1WKpiv+PDPbRBN2CrH4yZ6C50SO25hMt+WROqb6i3MAPCWovetlm6KCMP+2GxOWpQMAUAJ28SbjqElsNCCxFbaNBZ1ARRAIiZZ9oOSCytYbhygopXIbydpv4vNi6MufkbOtlpClSgaRVLdxqsHZtluomk07OuCKecpKCHHRSkL7oU90cpTOs8U6l6A4ELNwcxj1Qo7LNIH/ao/h8nfjZMPEFobrJ5y3TtM6AQW2jeLbV/4385+eeHGQ4isSC+CaHD8rhln/JJHHOxk0J47VwVKMHewRhiB6NEr9k0ho0WXlTl9m7bFpDBgu3mNTXhUjO+8zfHsJuaqzJJks3xuUCacCZjyUIV0XBWt6p6Ix4BCFIzfr84Cs3EVlTrFxrEZmz8RKa2kao7tB88lc/Tf6oIv+yot7f9dgt2Yk0xiyyw3Wh7wDT7zSZ/EHAwVObxKx9QS7eoYPSZRZf0jhvrxA5GaWbNdGe7GOyx03Sz4cJ9y/JSClg5LEyvg2tETmktSkHcWwlIHdMHvRejiv7y3BZrBr1rT650wFeHP71v/4SpZv6Rs8vFBn/SQ99Mc7QIVEpdjMmy9dE8cKK6KIh3WoJZl8vn0nykbigrF7foD2ssZ5P8q9O/SKX3mjRGVTkT7l4MQhXAjLrK3SKispW6T6T08LHDYU9KltM/KgmMe+L2XtJLo/0thJORhMpcYVMkrhs8I0/l/SL3Ak5rLWl6WX6jFVP01wf0M1rMi+E5IJKShfgRxTNHwyx4ZtNULC6z8JqCsgaoLzDYukmReK8TfqURXNM7DrRVcXKjT6dQUVljy9wiHUBV/3nBzC7iFH8qwU6RbDnZRSePdcjdCLG4MMhgUg8oYmUNG5c8h2VJyNkUWwq3LRg0zBknDv0nFijaustMsdsvPuq4MpusjMgnk3Dg4XbpWuZfavYSXopg6VbX/UaWzWL0Y9PYTfkUk1PSYdpR13clFzgjQkBZSwcSFE8aOKlgyt2FMMXKMfw4waxeZP1D31Iop72aZrrPNwEDD8usW+pCzBwsEJ70kPfWaH27CAAkxNr5E6IRy9cMqjt9NEKQmXprCJl1R8Va7ychx/TeAWXX/vCRzFdzfw9AYnLclwVXxJiTWxB4cU0qYua6GpAa8hi8GGb7RsWaA8HNCZfGUkrmqMW4bIEU/dymqXrbQYPSQfey0LxiCSCVP5ykvpmn86Axupo6hsD7IZPqBmQO+PixRXtUU19q4cXgyNn1pEbraICRfElSJ2yKRxRDH3kImZXLsjJrxtE18S2U3i5TXtPh8a6gHOXhuS9rCqCkKKbk4Ix1NK0BxWRkmb5Nl8uh4xm8UaT0cckanHiR3UGnzQl8WfEwNpfobRTcIzRkqa51WHkfRdpjEnaSbiisS9GuHxvksomKYrcdEAvZaItUZS2BwzCjYD4RYuFdzhUtlokFnwiZS00KR/QMPys5ITadSGONbaIb/IVJbcEZJs0RqVo6RV9rDZs+geH0k6LTsEg/Q9JrHafxrTg9y8wSE+7NCbkz2P25Pno5RTJyx75lxW1e1q0RwJSlz18W0bgiQW5F858+FPU1plUdmkmHurhFMVyo3zwT6ZAw8LNJhffmiJ7Vri3rTGZzHkxeZd6GSkuG9tcQo1X36H/j3vp/5fL7P+fX8qXXV50LaC6waI9IBR/JyVz89RFyTGMHYtK/JApVUd5XwDzUTKnpUMaeLEfLdUKiC4rcqdb4h1b0XR2d2hsc4nNWKzc5lJ88yyGqxh+0sDsaubf1L9YlFAxEnMSIxUpKYzRNv/nH36UlZt87I5m3fdcQnVX0hR2u+I5eiZPuG8mNhsmM683UG0TJw3VfS6hOpR2m4SvL7N4ICD2hQy9fEDnrTWMqkQMeVFFbUsgD6+C5qhBfWuacEWA1tlzLtE18ay1iwbxJTFRm91+7l7RIbHoE9ia3BED5Us59Wf/6d1EL4aILWjZ6e6IkD0JblQYlF5URs2tEUX6kk/qonwfqeNi3/BDig3f6pH4fhIvFdAZCOgcLjDyJESXNYs3WIw82xF/4dN5eoWA3KmA8Z/0KJzokTkDE9kKfkT4sEs3GH3ghfiuugcL5E70uZLXVSickIP693//73HTAZkPzNIb9CgckfDc6OorEH1DrAkLHtWtmsQNq5I3Wte0b2qxenWCxCW5vNykeDRBUuYnf+iSO+tJRujmHis3aNpDmuSUdKexWYuhQy6RFZlOFK5bprLdYO1aEarkj0vEXGskRHImwHlXWbrFtzq89O8flDzCXh8+naSPgdOMPubiR6TbsJuSvVrZ7ZOakY63dT5DeMmmOa4ZfbROL6dYvVpReEESgKiG+NgbH5bg9Muv6v6iS4qvb/wJ4YrYW1ZuFFtQ8RtRGVttdRk67As9pS57ouSUSS+txNYRlQivcNWjl9Xkn7GJLUvOZuqchTZgw/9xBj8iVqnK7gzDjxscvf7LaFMSMGamB6htlglOYk6TPG/SHjRY992qiJR68n3X1xsMPm5SOKoJLdv44T7QvGtcgYh4EcVvffzrmF1NYlYyNSu/0MJJKWLLLstfniS6JHu42JKmub9De0iReN0Se3/lOOGSCHeEZ63JnAtoF8XnOXe3lt3r+i5z73RJTQvqrbzNpDUgWaPxOUX2mCnM4FWL9gsFMueku6pvEb/l9A82EikFRMoBq3tt6pMGZheaE1HUSpjEZI3MEXmH4gsyQbAbmvzxgPIORagugQ7Dj5r4IRnLelmPpf0GE99TlHcmReCUF+aw+VCG2HJwxV898ITNzLc2UNmh8SIS82Z2FOGKUNfSFwS+snqN7BMNBzIXXNyYFDIb/kYEkmt7LLyYInUxoLJDUzjusbQ/TDcv3ldtCMChORGQuiD/7eScT3VziM6gZvFWSYXxQ7B0Y4xeTlPeE+CHFM29XcrbTaobZV0WXdE0xi2BIqz5xBddTFe8592cSWNSMfEZC51zcFJS6EZXFK0hgbZs/sLH6QxqwmsGpZ0Rtn2qTrhsoG3RtwQh+exyJzVz92jcdEB3wiF5wSC+GGA3NOGqFNjRWfsKJvV/9/Vzf3H6iYDaVk19XR+lloTokiZ7VhNbCVi5w8HqwuhjdQrPG4Srmuomk3BJDP2N9YJ4Mh3xMS3/cpfoWsDcaxIk5n26OUX+JxES52xiy5pYtsPaN8bJn/RpDRlEypro2Qh+SEZQkZLmPb/zIxn/TvkEs3G8CMQuW1Q3GszeE4JADsbMMZvcUQM/yhWxRnzWQFua0cdlFJo6bVO7Tmgc3jM5ULB0oyKyZtCaThOuGHRzisYOh9iCweo1oqhtbvJY22vQHtHk3zRHebvN6tWKzAUPw4O5O0QF52Q1pV0mqhxi9SqDSFlGgIu3gZMKqG2Ui6qxHopHHbqFVzFUaIkT8yPyvfshRXzZw/AkwBdkhFLeEaF8d5fsMYOg4GJ2YeE1AkJIXYCpd9j4YRlBTb/906xepbh8d5h1f3QWN6mYfnqS3oBHEJZsxPaIojMoGDS7Ab2MQWs0wHsxy+zr5AX73a99gOxJxeUnJ0idsdCGYulNDmv7NNXtmu6QT2/QY+l6k+xJRe4PImSOhKju0ESfi1Pe7wqL9cA8vZxEwYG8iH/3uf/OwrscEpeBmk3mpEF0VdR8Qf8+evzv/pbffv838e+o0v7+EFYT4rMmvQGf2tsaLN/qkztWo5c1SEV65E96JJ+NcvOxt1DbYFDbJ5QSPwRWC6pboTli46TkWTd7mtpmWPddTS9pUL3KZewxj+yZAKujWLw1hZMUGMTqfqH7XHjbp/n8F16L4Usk3StfhgfbP/0ApX0BnUFN7ojJ4ItdVCAYRCPqMXenwfJ+SCx4fONDf05qxqd3bZOBIwHt4YBIRVPeLrStUFPTSwsoI1LWxJY0z5zcLDi99QHLtwYs3h5w87G3cPojnyLxoXkiixZuNriyv4+uyb6+vDtNuCICrk5BMfRcl/iiy8K9HsqTyDmrpSDtkpyR76m2Cf7s799KtKxJvXWBzruqhJ9J0hrVlHeEUT40N7sUjvmUd0H6iQixZc3CTJ4z/20n9V1ism+NQmxZnvXOoIyyL775s6QuaeyzUYYLNUJ1eZc7Qz5eTDi2hqPxw5LlGS6J0AwNq3f2SFwU0WBrzKeXMXBj0hU7GU0QgtIuucDa02laN7cAWL2rRzcnu1wnaWDurGM4oA1FaZfC7wdp5w9bjDzjs3iTdHIr10pnpi1ZkyzfqMmf1LQGDbpZEVOOPRZQusklsibUreo1Dr2iT2mnwmqBPdQGDYlFj/q4hdUJCK5uMH9bjEhJ9uNuTMI2UtMGkZUOT3/8z4VglhLPeGxRs/47LuU7BQ/aHDZpTmiiK7JXHXrOJ7EQ0FrnM/KUz8BzivaQgTUX5qb7jsmYdxy8mGBM20OK1oBJaWeI/HEXu6np9kezM/eGUeUQ3YwojiMlEetFSpqBlzQjzwhYP7oWcObXk1gtyJwNiJQ1oZqsqGobDfIvmlgNBVrEgHZHil7DhcgadIY9Lt3/synvP/cXp9k0CDIu6QsBzXVCvPejil7KkHn7hTDR1YDG+jhmT6OVzK3RfZViH/q8crVJ5sAS3XqY0hs7wjzMSd6g4ep+rhyMfsImUg3o5KTbFGWglvimuIyzvvnv7sHsBczdo8mdEIFBuKKJL2rcvMfl18Wwm8LStVta9m2vCLQMGHjGZOlGg0gJWiOasW9aFI4IQMFsGSQvGkTWNNFlAycd4KQ1ibPCCVlFwwABAABJREFUdYzPSl5j4bCJO+ZQfDmg8Q+jqAB+4c7nqGy2RI26ZJCcDXDyPskZ4XomZqGxTmLCsscN4nMGkz9skL4YUHw5oLQ9JMn2j3aobJdg3kjZ79tpBHZvdmSs8UokEgoG3zmDaflU9gREz4W5793Pkn/RIL4UsHazi9UwsVvy89j2tw8QW1I8//5P8NjzO6lv8/CSmtQ5i+YGj+hqQHxO8FxuQtMtiOVi8kc+ZkcKlG5e9jF+SC5Ruyn/f/jbIUJVg8SMQeKSiXKE8LJ2o8fM/UnCVQnQbo0H4Egu5cypYSFNPS0HaHtY80sf+y3iB2MEthzYnQFFa2eXXhbS0wH50x6bH/8g//npN5D4WopQTTNwpCdxXt8PiD6UIjJvs3RTRqKSvjfK3F0Ghqu5pjBLbEmTfjlEd0CemcYmr5/rKXvG1qSHFxWh2ezdJlZPs2XDIkv7bUp75M9pdmTnFlvQhMomkVW47vc/jn99nfQ5SF5+9R3SSorHxIxJfE4OpwtvDtEpGNizYcLnoqQ3VMicVczeafKBP/gdFm808JdizN8OQdynOSpgb6VhbZ/C3dmmm5OOo74Bci9YDB/0JHO1YZK4YOF+eZDNj3+Q6bkivYJPaM0kfQ7+6CP/EyepaI8ErN3TJbBln9Qe96huDlNfF8JesRm4YZH0RRnpjnzP5pbfEL7Ko+/9M4KQpGjUvz5CoxWhM6xJziicJFR2awaetmgNypqjPayobNekT9p0CgaFgxZeDJSv6OY0y/tFtOds67Dnzx+gull2bJ1vDvaThaD4ggiN7Kbs8xsbAgZe1Bz73U8RWREeduR8pJ/dCnZNorU6RUXx5UAEhRHkM1tSDBwG47yITzY96OPFpNOpbwReTNMtqP6+WFG9syMWuIwADvLHNc0xRe6E7Fz9sLwHhRelW8yddQQocNTDjRskT4QI1zQjXziJtWKTHG4QrkghmHo4Tn0TrO6zia8EIpx8NEGoBvmTXbp5xcizXayuvGPaNLj9E79LuKbJndTU3tLEdGD5ujD2tMi02yPy7GbOi1CwmzWFOewoqpstyrtlt2k3FE8+sZv8SRc/JLxpbcgkJtSUYqM1ZPX52Jrk5QC7IbCL9AURlHkxRTcvaSu9lMK3FW4KKtsM4lNi1aluleYjdcnH7EkH68YV7kQPs2Yx8qTD2k5JZKpt8WkPadJnLILYv+BRrR+CkR/JAx9ZMWjt7grkPSkUD7ve913GZC/ZLUgaiTakGlMBxBc1dl2xOF0kcTqE54p3LHhDmeRFg5XroXjUJ1RTLNwSI1zx6RRlj2RJUYgX7Qs55gJKOyxm75OUkF5OXbkU167SrP+KjEuTcx6dAUV5h+xtXlk0twfFpxYuiajBT3lUN1msXq2wmz7xWYPOgMaPyOzdrhsk5kTc4KbkJanvdoit+CSOC+y7l5FdzsNfuvEKOUcrqG0yGHpSxrJuUmhCOumxfMCnslNG1042THvAwG4GuAloTmjmb4uSnpI/b32dRWxJ8kYDE3pZC6utaYz3941zDucPTWK9LC21VvCd792I3dKkTzeInw+hJto0JgWiHZ/XJOd89n3vN7jwi58hVDIxehL0HC20qW5RNF7XxMkFGI6MmrWhWLnKprWni9mVYqj0xg52W3a2ldu7sr94jRx4zX1dmut80qdNVm/wKRy0SF3QLN8aEK6K6pWwT7gstBhGulcoIWZHSf5fFMK1AHsuBAo+ffMXUQEs36QlqedEjOxLFqVdwtstbwvT2O7wR3/zGTJTPdyUdFFrV/dVsBflov7Jd66jUxRrQ+6EdPGxOYtu0Rdl6SSkT1s0NsgOOrJisHIteH80yNAhl8DWJGY0O95/mvoWX7I2L0NzXD5PfSKFm1RUX/MqZ9PJgH5NBS8mB1K3oImsGLSHFbEFEbZ1D+dpTkDhiBKJ/niL/MuKgUMKs26RvhAw8GKP9p4O+eMadTnKwBGXTlERWxQerJMwKb4cEBQdvIhQYWKHY9izYTLrqlf2ov/66FsksWfZIJ7sohUc/81PYVdN3Pur2C1N4jL4fzfA/Ot8Rp9wWbhV8Z3HhNB530sfJrYkxXFgKgo/iBAuK6yWFCKp8wZ+RLybyQvw+jcdJLO5TP1qyX+sb4TKHp/ekIsf7celnVXovhUiXJGdYmVXQHtQpk6hRoB9/yogmgGzK4Xkdb//cRFkdQWt6MUF3Zk9I7aVwed71NaZNK/roLQ8u90cLN2sSV2zBsDyDXHh5hZcsaMN++RP9WP8SprBb0eIzyFq69mWPKvX1ohUxAdtN+R7Ur4I/jp5C8MXfYITF+GLCjTl128nuqqIfjODm4LaDp/GpGhEDBfm7hZ4fnLWpzkhiSmpiwHL10ZY2y1ak/nb4zKuXnRpTBjk/inO6gFHhIR9X6Uf1jhpMNyA3OmA0m7Ze4ZqBr2sJlRRVzJ201OAkvVGbFFdWQ01JgwSl+UZCjU0qcsejXGDwgmPsYcVS/vDlHdInnC4AomLTUrX+pIm1JU7wUlLIlJgS87o8n5Fc7sEm2sLIucjpM8q6pMhEnOa+LJPdNHEbiqa45rhx3/2vfRzf3EqLT7Fzm0NugVN+nAEsyvdSGdAqqbGhCyQg5AE/mZPSzpIt6BIn5dqxYvBa645SXdAkz4UIVyBxpkcvbykCKxcLQg1bcLKNWLYxZAPMbKq6F7Vxo/KZZScCTCTLqG6JlSVg9GPiFhj8385hdmT7MFwRTIuWyMiAAHwUrIoj65qrAMlEtO27LsM6BQkXcHJidp0/Mc+VlcOh7W9NgMvBIRrcPO2KRrjJo0twlDNnXaIroqPr7etg93WRFfFsrN8k0ASzI7CrhmohkXqpE10yUDfUUH/3ipWSzNzn0H6QnAlxm3t2oDV/QG1a3uUrvewa6I0XLylX6nOSDVW2Roif0LT3uwQKhn0igGBLZl/yzemGXmyRezZONoUSHp7RLFyjUHxkMn/qA0x+cMOZk92uLEfJcWX9VISu27QGXfpbOuycpVBe7ND7kmJJTJcsI/HcVKK0x/7FInno3QGFKE1k+LLPQZ+HEJlHT7/e3+B0RX48+r1AdF5S16ksMYs2XSKCj/vYp+T3w/QHfQ59cCncFIisskfF2HSf/wPv4LaXWfiR2LZiS2J98tqK5qjBt3bGww9avHrf/arGD0fsyuf+YH9JwlXA8I1GW8Hlnz2r+DRQg1NZ9in+ILBynVShTspGDwk47nMlE+4ZLBwaxgvZhBZM3AyiudnJ8i/KLi58jUeXs6jl1ZYTTn8M/+Ms9kdc2lPpfF2tFi5ySc+L1V94ZhPdC1g4mGf7qCPH5JRtLY0yUfjtEYU5vtWCJflkli4NUz0eJToilzgl+8xSV8Uj3RiVnaR5a0mI9+zSF3SWG0R2GgL3KfypC8EBAkffTwl47E6qMeytIcUG37yy/gxTfOiLDJ7GUV70GTwUYte1iK9rkrQv+TyD8apbpO9XHbKoTNgEJiSoLJ6m4vpSEHSK/qkLzh856EbqJ3JEz0bpviyTAYyxy1U16T4IqSmDJoTMP4li/jmKs4NDbyYpvi8cQVMMn8H9H5SxA8LijOyJt125px4g7s5g1BdxCV+RPOL/+YRvCjM3hMitqIZ+yebzs4OzT1dwlWILJs4D/cTefKa5KwEZ/shGfkvvK9H9qyHH4Lx3zhHZbdwfGden6KyXcQuTsLoNwgyqbDbAdnzvnTzYyJga2yASFVT2abo5A28iDQBsUXN4NMKbWgWb5P4LejzmyPqiiq3OWbQLcpqrLxDMJbRFcXy9SHakx4LB6DwVIjYotiJQMad0RVNEDZY2yPMZ+PmCu7mDk5a0x4J8KMBiQWP5jis7rGxO5puTtMd9mntlkK4m1d08xLDuLrXxtndprzNwkkaxJZF3RyqSWc7/5o0yXOvKPM1Ew81SE3Ln2fioS6tcc3gYRj6qfyaeF9w2ssp/KiiU1S4MQGzpC8GDB0KWDzws++ln/uLEw31a7tkvxUXqHNBDp7RJxwCSxMpy4w9e86lcESEIeWdorb1w9IFtgcNImvw9CO78VJ+vwOD0cc8Csd8CW0OQ2JWhAudMY9wRRNZRSLKdjokno1BANnTAenzLcb/XpZda9f7NCeFNVrfAM9/bh9eVA6L+kZNc0zSR8JlOZjzR/pKs6zCfyyP4Yh4IrKmcGPy34vNmvSyAZUtNt2cprrH61dhJqlLHse/soPWCCSmbNrDiqX9IeILjsQtGSKwKO+SpPnovJjMY8v9XE1LLtggBDye5UMTT1PZqYnPmXjvKROqCxg5dc4kNmcy/g1T9gAjPkEYwmWjn8wui/POgOwJjJqFv6mD2VV4Iz1iC1Llnv9giNxZhyDUT3UZ8oisiYT8L/7+LczeFcOu98OwCwo3HciIdswltGYRmYqAAckTIayuJj0tL6aTlgi5/f/64yTnfbyEpjfoUd4eZvmWgMipKB/8xG9hdhQD754hNmuSuhiw612nMHoibAGwF0P8+fs+dwUGgAE7/+oB4vOQnpGquluA2noD+5kUM2+UUVu3oPDCinC1TwA6nBSLSVixcm2cwjFNYkZx5pM7Wb7V7yfzyD7Z7IFvy8+uMamwGgbX/fpLZE9Jhw0yhjR84MOrdIYCenmfTt7AyUjh4FTDOBlFa9Ijdsmm8JxF/dquZIlubBFqvLrjDKe7JGYMtFaM/VgoUdEVzdy9wZXoJOVKp9TLKrKnZQ8Z2l9m+bgwlHOnPQYPuxguXPoFi+QFGYNGSi69vCbc8AlCApdfuUZ2bG5CUd7vkjkjjGYnqbBKYjOJz0n3FanI7xn5ri3w7/U11q6SP4sbF991p2AQ/ceM8F+BudfYRFblv19bb9NY70tAdSIge9iml1Z0BjXKVczeFcJwFYlZxdhjTWrrQiRmxROo7YCV66A7IAVLdZNN8ospgukEW6+6TLju4yZk/KvjvngJF3zq21ycjKY95jN3Z4xOQS7R2jaf9HTAxI/a/MPfSmpibEF2dks3mKz/nOoD6X06Gx16r1C8FdTXhbGboqEILMg8FKe6SXIhS/96kvRpE6sj7480AxIx+AqkpLZZcietTkB7SJF/ySBzPsCLaZrDkiBktzRONiCx4ONFFa1hg1BDoPKhGow8qnCTcsGmpkURrHxQEy38kCJxWd7/xiYPJyPQEOUqqltlP5k/LpdRZE3Rva9OeatN/oR8vt7hLPmHIlIQ9lmwpZ02XlSejeVrDayOYvgJUOUQdkuaCcOF8l6f3FmfsS+InWltn6YxKX53uwlre2ysfqh9dEXG4wu3JXEyitoOn6n32BLI0RPxVGdQJoGDzzvYdVGwKy13jd3SLN7v0PlA5YoT4n/39fN/cQKhmTCdorwoqQvSFS5fH8ZLaDpFg9aoorZOBCjNCVHMAeROB+SPyjffGtNESorIokVlrxAnSjttGmMm7QkPbWriiz6VbZA8Z9EaBy8OhqMxKxa9NHTGPVpDBt3BKLN3y79HuYpQRRFblBxKFYA31iO2qLEmWuT3rFLb8mra+yu4NbMLrbEA844SS3d5FI67tEahs62L3YKNX+vQ2t/GaiuUI9LvXlbTGjKJlmTk6IehM+qjNJS3h4mWfPI/jBBd0SQvSuzSyFNt2hMeTgqSlzWpM6ZYfC5Lp/yXf/J2ii/KSNx5pMDgC0IXCtVFvDR7r8JOOUx+32fghR5uUg7A2gZRBBoOlHeLgTx2KIY76BC+EKFye5dIRZN/waI1aBNbVLjJgNQZCy+CdPqnPSKrIjDSCoLr6oTXTEEDnrOJzb8ao+VkNMs3B1z1wMuy544HdItw+28dpLrRZODFgNhlGXFmXxYUXvvmJtEVxeWH1nHqj3+L1pDB4Se2C8B+Vw8/Iof3v/2bX74yZkpMmyJ6qWgG/s0FwpX+ZV+WqDLlKuqbfN7wrqep7Ba1be6MT3OTS/qsQX2ni9XStAsGg2+dwY0pci9a/UQfyEwFdAuKzpgnQb99fOLzf3U1jfWIfzYkIPnqLo/SwSFQGpV1aNzeZuB5UWpG5m2aV3dQrkwK1m52SRyLkJjTWCcSVLa++mpnvhPHSYFfCrO6zyDUkENx9McGzTGDufe7xBYNYktKrCmTAkb3ns6RPS0/o/I2i9W9NplpD61krGU4iotvCJE7oVnbZWF2DEJV6cLTlzxiy5rx7/bB3xXFNR88RuYsuEUPN6mo7+sRLXk4ac3SfpmKOEeyhEuK47/9Kda97iJuTGF2NKYrUxSAoUOy97ebMh6NzZsEYY22ZQrVy8mzS7GHN+iQOxVQ3+wze1eC1/7605Su81jbY2L0DMyewk0IKcdJQ+JX54isKRa/to7SDgu7qcme94mfDUlU126T1GkbNxWQf8kgd+MS7UmPXhbCaybLN8s4M3veJboqStnWpE+4rJg/ECF3CpLTJsrQWPuqgNDCAlOKLq+P2WtMvlpELV8vVZ2bVGROWP1fJwCQ9JQ0E6GaIn3JoTVgUTzqYXU1q6/tEaoKOD9/Qn52yleUt1rEVgIBHJhyZlkdEVUWj/SI/MIybkKRvAj1bR7Jx+IUXqpRutnB7ErKT2pK0ITJiwa5k/KMtIalsBn97hyhR1IMHOlS3WRAIP985SafpTs9ii/I2Qqgzf70ZV1HzrO8wda/rWC4muIxFy+hGX1UUVtnsnKVTfFIiyDjkZgT3GJ8ORBgvCNTRRVIB+7G+8D/aZOxHyvSU9AYs2hMGiRmNakLsHRDCC/xikBP0xo2ZMz+bBj17Txb/q70M++kn/uL03QgeXWJcEVT2qv7Zlcx5abPKdpDUqH1ckLcELyYIghrFm+G1n0NukXNxn8UywMKIssW+RN+fxSrSZ+yMLuqr86S+buT98mfcNGWIig4WB2Izln4UbFgJC8YqKjH2NYVQHBhVhvCdU3hp2GSlz3CB5NEP5klumQQWeur94qK1ph4l4af1niP54mfDbFytY3hKzIHw/ghmLsrTuzFmIQoL5uYDhSOBVQOdKltNPBiEqmUf8Egvn+N/KkeM+/yia14eBHZ9YYaipn7oiSnLEafaFO6qyuAg5qIELp58N5UYfnWAGdHm3BVs7YrJKKEdy0RXdYMPa0IvxTn0i8YlHZK9ma0HFDtZ9W9UpW2xz0xaae75E/4pA5FaY0Y+LYcxq2xgMiKSaSsScyJl7GTN6Wb7sLv/dpXSH07wcCLHunTloRTT4jtZ+gZzRte/xyJaYvDX7iKzpDGzPWwOvDQF26SYiUiB02oJo90ctbH61nEFwPuf+ezXPOhT+Al6Kd/QGQqTLgswbrxBVHUyfcj++XGmMHJH2zFiykSUxZOSlF8ziB9WhTbP/z8LWROKbJnNOGKS3TWxm5LWHTpeqEgnb0wTGWnwAjCm+viVYv0E0UcQyhALvQGZbwWqinS5yC8t0J8QQ6o+LzGrhnkfxph09AqtQ0mq1eJtD75fJT0OYPSLsXY903iiwG1zVJ1x+df7Ti7eQO7JV1l/oTmK7/3Z5T3aOrrJPg5flBEKrEVUYd2dnZQHuJviyhCDTn42hMeTtIg97KEsbuDLkHKY+0q+Z4SM4r86S6mA/UJS6KbKq50sWc9NsVWZKS+YuGkNVsedJi73cJqyu8PV/tpPlXNjb/7Mea/tp7Almi3X/3jr1K6XcQE3axB8hKsXetT3wSP/Oqfkj0hUXa9gk+wTihHkdNRcA2iay5W0yB1MeChv7qFxHkbswPZk4qBFwOypxTRVc3QYYeLz0zwvl96mPDrVwhC0slVN5q0x4Vy5OR8nBSEV0UnUX1iiNhli+QlTeZ8QPqMWJaaoxbtIUW4HlB8zqCxy3nV5xiH6NkwnekUIMWSF5dzLXemx8SP29L9Z8SX3B4SwVF8MaC+v4PpymUTWw2IL7oMvOTR2io84epWsFo+9XUGqYNRkpc03Vz/80qISjnc92yW94i/003K95m8HNCYCOF9aZAPfuyH1DfBhq/JRO7MA3GiU2GamzwSi+JG6OZEpVreKQzbV4KsL7x/DPeeGmu7IqQuaaJlyb3Mv2CSP2izdEBWQr28pnBEkT/lEbgGudMBQUixuj9HasZj5vWKkaekqI6UNeb+Co11Mdb/U98PvCaWKTcF1e3SCESqASqQ518wq5rl62WUb/ZEB+CHoVtUFI96ksAzFBCu676fWZGc9egMKpzB5M+8l37uL04VQP3lvFg3pg0MT5O6IPzX+q0d2TWYUDziUTgmQc5uQhMuKcYfCeisxkifg4tvy2F2oTvkYTVh9SoDJyms29aIdLHO+8s01/n4WUl9X91rU98QkDwSEcGNKSbf0m6T2taA/BNh1F8XaU96KF/sAyvXiYpv6QYbs6NZvtYmMRfQ2CcvfWOzx+DzAXP3aubuE5l0dyC4ghGs7gyILwW4cekwq1v7og8D5u8OsC5FhIma0BReki5cfS1PdVMIey5MaWeI9IxHelrjpMW31NjqkvjjeeJHomSmZdxWOCYvevfFHENPGoROxwhC0JoI6Awqlg8P0RqDxphBc0eP8R/JC58/HuDbiujLctgm52Q3lj1mChf4hynq60xJWl/vY3U11dd0GH/Ep1cIWL0uYMtHTxOqy8gwd8Tk1/7N17jYK/Lcn35axlPbfKq7XUJb6kTLcqk9/tc30B4NOPJvP8XovkWGvxIiXBEiiuHJKDV+93KfT6wo7TQJT0eorTf4xk9vuEJkUb68hH5YKE8v/YcHrwD6QaYBdkPTGZIxlwpkXOhHYfVaTXWfi31VhUgpwOoKhHzxhgixRQFrhxqa8JLNwEs9Jr5jMPKkppM30M+nRRy17Ak9piOgBi+uec01J4mt+OROedIFP5vFcGVX2R4UxWlpj+bi4+tkv7y1LLSjWZ/C0TaFowHVTSZr+2T/XLmlhxd9dczUKYpaMXnJIFT3eePf/y56oEd0VTIRk/OC+Vu6ReNHNcPfDtGcUARxv3+oBpg9yL1sSqbqJulKo9Mhcs/b5I4LhLszAOXfbdEa86+EMky9w6aXgblf9PjMo3fSGQqIrCq8qGbuziSFoyLosTqqz6yVMVy7aJC6LB5cgHcmJW8W+hmThoAirIbijs/9KzpFETmF10xyD0fx+3ac4Z+alLeFie+osHKDHOLagPbOLsXnq7hRg9iKT2OdorwthNVWPPjoXagvFnC3dPjF+58hM+2TOmcSmIrwmoS5p6cDelnJvG1PeMRWfdqDBoEN33zgzwjVZezqJGQiNvC4jXlNldom+b3tSQ+/r9os7luWDrCsmT8QojkekcDlngj9YosCzF+9SpH/aYTGpBSirUGT1X0h3JjByA8tSns08QXF8vVhDE8scG5CEV31iJZ9unm5HMwutMYDsicUubM9zC7kj2q0Ie9keSd87nP3EVlVVLaEMHtQeM6SkPgVk9Iuk+w5n9akh5vUJC4rytvMK2N/w4XQj9IEd1Yo74DyNgnWzp7rYrc1+RdN4gtiD+llFd2Mycj3bJykPL+1LdActkifsujkDVavMWhMKhJfTuMkFDOvtUifg+y5gG5eXBSxBYPm3i5z92jsFlR2SkHQnASrqYhUA5rjinBJVh2Dz3eZv92gcMInd0zRzRgMvOjgZDQLt4o3+dLrQz/zXvq5vzj9MNx+z8uAdJWVHX000pAm+awc9uEKlHZaLHzEwYtpcscVnSFNdbPFyGNCvw9ssUPEZiyKL/dIXoSRGxZYuEW6zHU/7LK2lEL5isLTNp3BQObeSh7AjR86S+50QHNnj/RUQKhqUNsCl9/io3oGTlJGG35c5ujDB11CTY3pwOpre9iz8iHkjkjyutk0yByxiVT8K9YZb6RH8ZBBbYN0qInLMnt/BTkYWrGwOorVq2TPWLpTPG8gPignJ3sY31a0B6SKr28KyB+yOPeDzTQ2evR+rUzudI/lN/Xo5mRsUdkmQIlOQTHyhCYxKy9Yb8DHj8LgT2zaRZPEXMDCXQGNdepKdbm6T1BrhidEmNaImMp7uYDCi/LXeiUiBKUTivGHNc++uBU/Iod2+VqP//rFt/ONz9zBdf/u49S3etyw7xzRORvziTT1SZPKFhPvTRXC403W/+hD1L49wuo+GaOF6pK60MsHlI4OUL2/RXo6oDvmElvWBGHpMrPnApyMVNjWu5ex2tKV7/rvD2C3AtykXDTZMx2c1wvsOVxRdAZ0/wAK0BEfs24S/2qalevlsrWaryLfnKSojJWGy/eE6ORN5u6REZLZE0Vrbb0tAo1YIKrn5+CFpXGqm0yaoyZ2Uyr/bkERWRVFdvq8jNisDoSqmvj/zGB2FLX1JlPvDbF0s/zZk9vKhGqK8HSEaOlVKb070aM1HpC+4HHpzQrDVYTOR8mca4kQbLdJfb0h+MiiT3PElFHk81bfmK9IzAcUX2xQ2i0qzs5gIH/WWQ83DivX2uROBfSeKaCjAclLMvpUrgHbG4Quhbnwtk8TnWww+kiJ7GmBPqxdBZVt8g7f+6bD1DYLes+LQ2WLxdijkhKy748fEHsQMvKOVAIGnjFJXQqwGzB+9wzhkoHVFoVrEJGLqDVk0M1D8FgOAsXaXpPImiZyLsLqtRkiVZ/6hCW+SRNC/ZABJ6UIyiH+y+Ax6cKLmtaoYuLhJrElTXmXrIRSFwUAsPrBNvXtLtxa4e3/7fdoTMiFWb6ji76uxu2/dRDjyQxoRXWThDIMHOzTqg4O4cSVrAde9EVh39IkZ+Wwt5ua5Vs0Q4fkoigcDbBaithawNChLq1hg3DFI31OYAhBCBJzggl0UnDpHdDNmsQWFQMveGgTUlOKblFR3homXNGEawGlPZCYDwhCmtQlHycD9Vu68nMcFXqWH4bYgqY+aZI/YhKfF1HmwBGXtRukpQ5XNe0RRWMl0YewQ3NU4SYs6pMGiQWZio0+3hRARtWnm5GwiWZfvR9qBjK6LYoDQfmweECcAZHV/rliyNn4iiBo6Ich4pfER7v5iw3Wf3WNxIzk8boxSbhpTkLp6oCl/RFi8wZz90gYeLgWUN0YYuRpn+RFmSCGKj/7evy5vziVB489ug8nrdh+x3kiqwbl23q4OY/N7zwrHrV638v0ZJL0lIx388c0XgQW7vRx0rDu+22ak5J6cukXZIxS+tEoQUy8ofXJCKFlm8GD8t81OxJIHVkRVebZL22jk1eoukTwGJ6M+YaGqhiFHrHVQPYwcxbRFc3MOwUynb5jiaBlU3xZDrJwTZOeDoiuGDQ2Bqzus2C4J2O65yJE37eIH9VMvv4ihXfMsn7fPIlFXzomXyKnvIkudkMx+g2bXlb2Z5GSInPSItQQPJrVkb2HtkSolJoJSE5bWJ8tcPEtFolDUfyILPXNrmDcYssa7yNrNCalmDAbcpD3sgblqwLcd5TBkoqt3VehhuqKxjrpiKG/w/WViAgmFZnzAckLYn1w0oqF20xS50ysphi7c0M17BbUNwasXe9jV0yOfn87kTVNayKQEe9Na7ROZ0lEe4yMlqle4xCqiuLPTYD3i2XyRxUbvtEk+ozs93IvWCIgGHXpDXlUNxn4kYD6Js3qS4MiuCn65M54eBGD9EUpQKbfFsE5lsHf0SS6pjE7Cj+kScwYFA5ZxOcM7A8sc+Ftn8ZNSMxWpCxVcmbKZ/p9ApFObKuweoOPmXJpT0iXCVDd50jHcs7Ei2h6SUX3REYO66R0ob2UukIWak5CfYPCTwp4unSdTzctF4Q2wGgbFJ+Hd73vp4S/nGXLm8+J9P61zpV3KPVChNS0QW2DxHjZDSl0mhMxqtvg+Q9/gtiyJjEvkPrc6R7ZE3J4dwqK+DzEVhzmb0/hDLvc9abn+c17fiSB8JtsoqUAf1eT+joJkc++JONKN6EJlw3CB+W93P7ZB1DPppm9P0/pOtlzps9K59jLwffP7sItvprAPXL/DO2iSenO7pVQAYDGZp/qJhG8eDFRIV98doLEnMaLS/pK+qRFqCmQeqsjEI//cO83CdWgvE9EUW5S0cnJ5WU4kD3rUt3tigfYh9Bgmz1//gDtoqiXk5cDLr0+Tm0zDD/jY7WlQ/v8B/4K/3QSu2wR/k6Gbe84I5qBbIBaCaNfTvNSeRw3JiQjbcr5YjryTHTHXKLlgOaoQWmHRXxWYfW0xNVVZPcZv2SSmG5itWUXmT+hCZddLt0fxklDaVeYcF0TW9b4Ic3SLRIPaHVh7Psm1W1CBqpuEh+0VqKSH3ihgRdRdPImoZoA4PNHFfN3yog09XQEtHSpykPOidWAxELQD76Qi251r038grSctS2aUFVg+fa6Zn/9AV7MwItpautshp6tog0RXpW3WeROtqlv9QlVFdEVxcKdAp6ILcnUp7dV9vmFF0Q0Z3WhtEdEYO3+6q60Swp6N64oXZVi6r15KUCrooXxh3s4uYANX3elgO5IwouTEtyj0pr2gCkM7KL42H/W18/9xalNGHvUJXbPMsef3UThuMfAIyES0zanv7sV0xGSSGRN5NO1zZq1q6SCQEFyUKqatb0x/LBm8RZFZryK1ZVOMrJgEYT6+9G2YuXa/uj35YBQMyAIS5ZdZxCy5xwGD72S9RZQ3apxvzEAS2H8sKS7m46otoZ/aBOEoPLkEKkzFpUt8oI2xg2WD/hyaRxXJGY14ZOStRlf9ll4YRizqzh1YoKphSKzz4yJSrEYMPCCRy8PkVNRtAGz98LSa2X0es/7DtK4scPwYyU2vvYCQQiaEwGTP5QHvJcW03Fph0l03kSbIoOvbwzoFsTD2SkqrM8WiKxJlRYM9ghuq1Ld5TH4tEJ9N8/QT6w+PFo+n15OLDfK4wpQPlySxI1wRR5uq6P5pXc8TGRNM/ysTy8vZJvKLk34H3K4/VVC7ohJfFYuo05RYTiKLZ+r0DlUwI9oSufzVJox7FWbxmaf0G1rDD/Tw30qz+oBlwu/bVC7qkeo1hccGTDwlEXmqI0fkdFsqGLgJeQyB4nl0iZ4EflrqyNWA+NsAq2k+7NbQrppDwkHeO2pYe54/6/QHhFIRXRVLFCGD6OjZao7ApKfSxGbkQJFxSXNpr5ekTssVqf6xgC7qUjNOKTPi2goXNWU9giZp77FozXuE10U72vhkElqxqNw2KS8W2Kk7KYmNSXm+7976naqb2lx9rtbpIg8E3n1HbKgMSkJFYYn4iPlw8rVCrfgcdNf/Da1zTD0+9NMPBxw8d2K+IqHk1R0xj3CVU03Z+OmROzz2Fev47N/fz9uQkR3q1dJ6s2ffPhzLN4ku6+B98wQqioiq7KrK+3RbLz9Iq3dXZobXQoHrSuHYrikiKxB7IUYuectaptFCJQJdwhsyDwdQVuvjtO1oRk65OBHwLm/SrgKzoBcxKFqn/+cg0jJJzIXkji+Nvy3z72VwILkeL1P0pFDNnPBlZ/9TpsNG5cJl8XKNpBu8v3f/FPclKK5zaG0R8lucUnRSxuYbTmwf+f/fACA+JzsEU9/dRvd4f5Nr6Ez6nH5uTE23H2RwFZ0x1zyx7TExAFWSfityVmf1EyA6WhW9ylyp7pYHU32nAMKFm9PEy1p2uMe4apP6dfajDztE12G7Hlhq0bLPslLkDllUdlm0NjkU91kEl1SVDbbdAbF/4ohopj5O1I4mb5PPakJl8U2tflLDsWXfYnju9WhtbuL2QfFVLaYVLbJOZk+L0VJbFlfiUIbfkZTON6jvgH86QTlq/z+zlEx+cM24VrAmY8mmL07TuZ8wODzPeZfEydxwezzayH/vORragOGn2pQfDiMXRd0YGRVkz/pkrwoO+DImqidg5AUQyoQcVi4rEhdCqhsFU1I5GwEo2OwcEuE8l6f6k4PNyaaFasjCu/oWoAflt9v9n425f3n/uIMbGgN2qxWJAJLm4rKNkVr3Me+pURiLiC5u0Rth09nUBNdEcn/6h6LXj4g9INM33isGH5GLAy95/LUt3oMHZLq33Bh4EiHcFW6SDehqG6SfU56KhAG6r4yS9eH6eRFlRhqyLi2NSoXbjcnKD3lQ3uDw8IdAaGaZuKHVWLLAYm+WCNc1uQPW7g72wS2iFFUH568us8gXJZoovQpk9yjcvglL4LdVLSGTXKnBbpsNyTHz1wO4Uc0R37nKiLHolx8W57LX99Aczxg7NGA6EyVWMmnU5CHw273VWcJ+V5T0wahqkG4LP6lXkoIKW5SEY33MB/LkHvJZO0qqcpW7hMfXGxVOujxa+dpD2msnnS24Xcs09jfoTkuNpzoklycf/edeyjv1nTTJoGliS0rrLaitEesERR7lK/2CTU0weY2Vlf+fBffKpFydl0x/fZP01mLYfQURtbB/kqOtb1htAHKDAgCA3tRdp8r18LgCwFuDHmRQkIH8sMitmrvF9SYOR/BfP8KS2+RDu3c+x/kmncfE9LOosvyzcEVQ3akJOK0Hfee4+LbDKJLkg4RKbmUd8HSDQbzcznMlsHCbQbRFS075eWwhOgedqns1ETLPuZQB7spxBU/Ak6iD5NfkQi1zHELnZCwgFfCi+dvt6ivh8hkgzMfehAnregWxXe37W8q+FMJnLTsTf/5V32Hi91QtMYUy691cOPCKw1XFIOPm7zng49w/r0PcvI722iMWRSetgmXeky+d4qBZ03q6wzcuIG3qSNRfMua1rgvpvdLirHHXd70sSf43X/4ZYIBBxXA3PfXXYHrR1ekwyp9dhLqNso1CEKv4gsTc5I/GdhQvtrHTwSU9wQcOrqJzNvnSc55NNYHtCbkmYtfsmgP2BKRNZ8ithSQPCsM3+S8jBizZwOqm21Bw/UZt9lzIkRLfjGFm4DqVgF7XH6vR3NcLFHLj4xR2yzTgyd3f4s3/MW/wmpC8nQIAhFQpS96hOuBjIlbmuVf6BFblixTbYjYJzltEkSkQDMbJrEFRf0vxmXFoQTMzozoBOymCHacpEF7wCCx4BOuKjqDIRLzPpfvtWiNBhJWXXZJXLQo7bLJ/m2C1b1C1lnab1HdaDF/wCA141Ld4+KHNbmXDPLHJSIO+tGKLqT7xULqoo+TCfAjCm/A6VukDBZvjF1JCImdCZM+FCFSCWhPeCLCWZOurHKTZKe6CXXluVO+qPwnH+pitRTpkxbtEcXaPsX5j1hUNxtElmVn2hwz6BZsErPynLu31qnvdOgMyijWjyimft2SiDgF2bO+AG5MKXxCdY2TlF9nNxS5Uy6Rsvy7egXBV0ZKUqgPHHFlr1oQEVfssoWb0rh31ogveZiOWOgKRwOctKxLftbXz/3FafbkkA8fjwnea9KUD+O0Se+5POGqT3k2Q/aYgK7DJRkPuUndZ2EGGD2RJ7eLBtlTIkywKyYLt9pYHQFYT/9iiG4eKleLTSBUk/2Ik1CsXm3QPp6lcNwjUgno5uDyLwQk5jT5kz7eegnGvfOeIwIob1jkXzSpb4Da1hStEYEQA318FMSfixFf8lm6LaC1yRUhQFXRmvBZvUYOey8mKsjSzS5ONsBNKJojQsaobwowtjZBQ+FlxcpVEfwwBJZUhYWXRSV88W1FFt/uSPxaR1B2QUguz15WEa4F+NtbkvM5adDsE4E6A5pOM0zktStSWDwfEF3VqKWIPJQp+XWl744RhAQWYLhQfmqI+JFoXyYvB8LKDZr0Obj1lpOkL3Sxm8L7FCuBGPjNuQjrv+5LiPgPY7gJ+fzsphjKla/Y8ONfwa6Y+BFN7MUo9UmD7BmXUE0z+h2b/MPSmbSHZERdnzSp7PWp7PbxQ/3Ps+DTGfXweiaJ8Tq545rF0wNkfyJFyjV/8HGeeGq3xBjdYjP5fU3z6g5WG8rXeGgF01/ZQuq0TS8LoTes0vytOpEVSbYZfNzid974XQYOQ+3ODkvX2xgurP+Og5M2iS4ZFH7nIvGn4vzZr/0toYYogv/23/8lhq/5+Ie/Q7imMXxN6miI0jU+qbctiAVhuEd8HrqXk1z1Xx6gtdXBi2o6A5rgr1vYDdUH+6sr9icAu2RROO7THXH52q2fxsn72HVRkga24ut/cRe7PvkA8fkAJ6ngLSXOvyvG9Lc2s3Z3l8AWnqpl+cQvG0TLPvGxBrlTPkd+/1PUJ2weWtiO3QBzMSwm92vapC5oUjMB9c2iUh/86EUiKyYDz6k+f1SRWPQo7VbUt3vEFzUDz5hs2byA2Rb17oWpIeoTltir+mKabkEOOD8qJv6lO/y+71qxtN/AD2nUB1foFgRUMfiC5IC+5g+fIVIJaIwJVPzALSfInIHB74f73mBIX/BhQ4tv/sUnZOe+p0dzQtMeDrC2NFg+4LNylcXKNRYr9zrCYJ6J4sUkGKFwvEf2NHSub5E6LdOs5IzqF0CK2iaFsgM6A5r45VfWHfJ7vYgUYoYjVJ1eUsbr4bJB8pKBF4XOgC27+pKMPDNTAWZPUzwi/xsuGcy83iR1yham9aRkepZ3QfqSZL7Gl3xm7zZpjikWX++y+QsNYssBk18VG1J8QYRva3sV2XMOVlvOo/J2ScjxI9KNWW1IPx8mCGtaI/qK5aU5YmK4mum3h7CbYN6zJuuLGYVRsUlPS9cbW1C0dvZQgYjgvBjEf5hk/PuGqMkbQhzKPBW5MinppQz88S6dnFymypepl9WRZ6MxbrH4moDAVmROi0amusvDD8PydTadUbHDxJYDOsPCzs19IY6bEMLawi0mC3cJD3rghX/BkHetoD3cT7FvKXoZKB5z6UhaEXN3maTOS0VT3+XQywkYPFJWxBYMrKZBYl5TOOERrskIMHtWi+9vUYzWXkz8PukLAaojocjRkvxadX8JuyGp92bXJ/fcMok5TeJ0SEYd9wZoT3B/Fw9IsGoQDujmZNTYHDVo7HTwQ/KS1G7rUl+viLx2hcpmi+Ihk+IzEvMTLmsSl0wGnof6ZhkX9FKKdV9VxGdNiULriNgkdcHAPpgkPS0XhURTyeEx8JJDY0LRGDOJL2r8kqjsvIiiWxTBQGOdXITdrEHq0RjdgsDGO6MeTlo6BO0blI4XUW9dY+kmxeo1shfgqvqVaszsybjQiwtKTNvQ2Ohd2XuGmgEDz4kl5eknd7G2Nypj2p0af1OH6tUOWJrosmLmPtmRxBcdoiuK6jZNZsrj7C8/SHRZk3kuRGJGosR6WcEY9rImL/2HB3nqrz9DZYdEjyXmtXj7bNlhZE5ZTL/z09S3e1y3e5rUeYtIwmHoz8Lc+6+eYmj7Cr1cX3jS0uSPy3OXPx7gpEzMOam2U6dtKtcLMaq+x8HJBTSeGqBxuChh6FnFyn7Nd5f30ho2SDwdI1yRXfPsnWHc95Zxk5rz399MfMXnN77wYeobA9ojmrd89zcwe/AX33gjS7f7tO9q0tgQMDhZpvv5YZLzPrpjUd+sGX5GU9scEE11ic+LJWbu4UlJUNng0iv4/5csQcOB1pBB7iWLD3z6N8FXtLb16GUU1X71bt5QoTVi0C1o+GaecEXQj0PFmnQpqyHs55M0trvM32biv5Bh4T6PvX/2ALVN4Hx7AKslCsv4gmLsizYTHzpPdbPBwCHInLCY+8IG4vOaSMVn4COXaO3u0v3VCu993RPEL1oc+q8P0ssoVr82zshTPo31IrzpFhRmV2xjIBqGyjb5vlvDBsoxaA3L6DC2JDvZ0qEhBl6SOLDZd3kkZwO+/k8HroAlBo54TP/hdiY+dJ7ETIfuoE9kRTJd3WaIO/7696js1CRPhEnMKvx4QGcthnKMPqQj6E9m5JkzHKhug4sfEG3Fzesv4CbFQgKweoNPJ2dQOOZjz4XInIXaVvlnblzeFes+QfAt3RiSjN68IlIS64aTFgGa6Qg+tJdTpC+5+LZchN2siGvGftoiOW0y+kiJ3Gkf5UvnNvaYh9kTTnVpl0kQlhDzgR+HWNmfops3qK+zMDzN8h0eBAKEqWwK4Yelo0tPB/TSit6WDumLLl4ccmd6FK5ZJnMO2gNynTTWabyoIn3SZOCFDrHPZ2Uc2hbP8up+6cxDDU3x0RCtIZPWuPgx7bYmvCYCu9auHm5CGL3xJZ/0WbkIk4ei1DZD9rzD2rXyM1y5yiZ3WoAVscsWblzU115MM/i0wfBBWVkNPiPiSzcuZ2ovbbBws8nqPoO5t3iEKwq0CD2bo68mDP2vXz/3FyfQ/+H1mZJTmvq4RW9ERBd6oIdd1xi7a0TmQow+WrvCqX1l/OOkFGu7LNb2KeKLYqSvbTAxexKZlDvj0dgkOZCZM/Lir1wj/rXY57MkZwKWrjeY+5DLxXcP40UUflTGlYVnLRKZthz8v7MPtCRatMeFIhJqaKLTsmcByP40wthjXZpPDlz5eyB7AhWIHcRJyD4ysKC6TbNws0V7SKJ4nKQiNePRua2BH4HKdk1zkwQlZ0+LCreyRfiqxSMdqlsgc8qgPSxesFvvPUakLEUImivRRLFFsVokpyxSMwGRMsTPihK490gRHdJs+kqHzDlNcErQeADVW7oE1ivJMaK4S1ywsOuK5gaP1b0m1S2K8lU+mz+/RmLex3BlTBs/GKM4XCM6HaIzpAkyIgxZvi5MbZuP0VNUN1ps+PpHyVyQrtxNCbUnuqrInvOp/kKLPyltZtvffRw/IhactX19JWtXUi9qmwM2/ePHCK+YzH5qM+0hzVUjc5S3R/n25w7Q+fYgRl9L0ylIZf/iHzyINhRuTJBh7jvKdK5vkTtkE5iQe86m+AIMH+z2yUoelb0+KKg9OEFjs0/6okv2nEtyNmDgpYDEX6fFhpPTtAZMRm6bI1ySEf+6H3jC853oYSY8oj9NYNcVkb/JEl9wmH+jR+qshZ/0Wb62j967lJBnYKsIuwaOuCSmbJT7fx0xJS/J7r8xKR2V1VJEp8Josz/lGFHweJbMtE+kLHs7b0sbc1OT2mND9MYcrHFRSsQu2NhNsQ3gGnSKAhZprOvTsCJyESzvt5n+8hbsJleEF9GydEWzd5rMfHMD9myY5pMD/MNDB/Dimj3/7QHx5MYUl98c4I936Q7LM6H0qwlD/+GtXyV1AWob5KIPrZkUj3k4GZliVPb5qB0N1t7bprTLJHkoSqdgiEBuRp6H1b0WtQ02Z7+7han3RIismPSyMnKMTYf4kw9/jvisrC16ORj9iYIAtj5YI7pkkDuuSL0gU57WeplSZc5BeDqC4cHTFzZSOOGxtlcYumbKoTkp34fZU4I2DMmh3xmR/Vzir1J0BpRAyBOQWJB3PnveJ3lRLHiBKWeP3dBcfp2B3ZERb2OdXCrL++PUdzmsXp9j9WqDxGUpwK2Wx6X7LSqbDbSpWfedgMR8QGWbCNFaY4KQbI4ZpI6FsNviXjAdEV4WjvbopYQ3nX0igtXyyJ71mT8Qwv6rvEAbNsteN4gGRO9ZwYvD/IEoc3drGpt9ukUlONRzJihNbNmjvkFJ8MRZQyAwQwZre2N0s4rIdJjUtOgtWkMmSvcTVOKyn+3kLSYeCii+JOuJ2npTCGAadt5/Fm1B4rKislWx/PYOQVjukOJRDyctWcHRNU/A+4t9ZfrlgC3/U8gTjcmffSf93F+cQVhAB71BDz+qaQ8rGrd1WPcNSJ2xyD4eIXhTmfj3UuROBZx/T5L1b5kmthIIw/GiWAqCqxuEKoraJql+w2XpesweLNxiEl41ceMG2pBfH1uQNIP6uElrREQ/vmsSn9eYjiY5o/sCGwVPZqnt8PBDWjyQ19lYTQPT0dQ3Sk5k+pLcksqHC78shH4AN6Yo390lVIPUTI/8EUVi3iOyagjTtGQI6q5i4IdFQTx7j0lvLUrhuEd02SB93MZLBNTvb+IkwUnJBTb1LpviEUlzyJyRy+35L+2lNapxU5rYmo/VFs+i4cLF1/+tvHw3yN7AbsmCvbHBZ+IHARffJHuP+Bz0cvLSJ14QYVNlp/xcwjUpctyUpnDYZPhZh96QR+GQydLtBaxOgNmB1JRYCtpPFrG6kDuhUYaG15Uxe2BXDBRyGJhtyUqs3N3B7ELqklh4Ft7oMvLpEJ//1l3Yu2skLhqkz8PGr3fEz1nQjDzlEV0yCIrSIS7fLPuP85UidkvTXBdcAWSDeDydpGLL33+cpZvk75Wu9ek+WyB2ME6kHNAtyu6nkzeYe0CSe5JTFmM/lhGxk1BkjxqsXGtT2WyTvNRh7h5hu/oRyce0uprq10bJnfZJXDKoT9hoA9KHIuhAIq+cgk9ls83angjxkwLGGHhaFKsDL7pEVg286xskZ2D1ep/KFptv/+qfEh5vMnTwVTtKfQPE5wxCddmTu8OOiG1MmTJ0R1ye+d1P0BowyEyJ4T10PIbxUpLImuYfXvNZhv5eovVSMwFeXJOZDsi8bBOfk9zWyKoST99cgJcQuHZtu0/zmg4Dh2pilo8LnzdIyh5y4MWAPW84LesNR9IrWqN972zDIqjbRBYtzK4IOF6BVPzNf3ybhJLvbpI90/clDpj9TkwTWbKwn0sSfixFqAooKaCbowa1TYrii0Kkag9p2ns6xGdMoiuaP/jAl4iUNOmLAb/3+V/G6khOpvLkWdvyhS5T780Srmrq9zdp3dhGm5oNX/Wpbw6k+FLCXbZPxuimTZIz0JxUDH8tjNFTlLeauElRgiampaNJTss0afn6EKFa32IRQKTkUd8k33tiUexVTkqRvKhJLPqEV0yiK1LxmV3FwBGX7HmXyFyIaMXHSwY01stl7cUtNn+5DUp2qmu7Q7hRhbZhbb9PfE6xtlcIRqG6iKbsplym4Sqs7gvjR8V60h5U1DZE6WYkj7YxauGkFdqSD0hlHDoPD5C8LN3y2I8V4VWTbk7jvq1MZ1gzeNgXnncZhp6T1cTaHpvWqCQiGR5EVvtwm4yMulMzDlZbno8N35b81bnbLZZuDQhX5M/bK8if4fTqoEA8RiVqLf50AsOV9JT5A6LInr/Nojli91OvRH3ezRos3ZjASSsM71/wjtNqSZehumZffi77waUbbOyWFkjvT/M4KUV90mDkac3SZ9fLLtDRNG5pkzulsZ4X6WbyknQh1W0aw1U0NvRtIlWBwTtp8czFlwPclKY7IAdtuKywLkWo7hCZeGUb2A2fXl6TvuSTfVl8UpE1gU9bmxqs7TUYfcylvN2kslXGkG5CMfTDEN2Cpr7Fx7pvjaF8jcCGy/eEiVR9ln+5Sy8vF2EvL1E6oSqkLvu0hxXWcJvcUZPqBovxhyV1QkcC4j9N0B306WzqUb2jS2zWwgsLezJcD8hMOdS2e4SqEkm0eLN03eOP+OTfPcveP3uA4u0LDBxWdAekOwjdXCK2YFL6cAtvwKG2WdMaA0yp3tr729R3O0SXJahX/dKKWFk6ojCsbgxhtE0i1QA3rrh8r0liIZAQ5mvhze96Cietia14JF8OY389R3RNDPGBCbmzPv5wD8OHwg8iBDY89TefwY9C9HSEwBIVbO5/JHCTUiXO3hOnOa4I1RWlHbJjjExF0OEAbWqCkKZ2PC+QgEJP0m3670h9o0LfVCN5CQaeF7V1tNCmOxjQvrHFLf/2EEYP4kvy2QdTCWobDeyWpvyeJtFZi/agony1T7gkI7bFm+IkpiyGnoPBmxakA+hqagc6LN6sqG/x0W8q4cU0XgKyT0bIndJE5y3qO1zcA7Ur9hM3Jsrf8jbJj/UuJKhu0yhPUd8Y8J5/97u4F5K87g8fv/IORVekGPRDgIax71pEVsVe4MUhdcbmk+W9NNeJpzOwZe/mR+WA/4v5ewiXekw8XMeNCWKytsFg8h3T9LJQvs4T3+HukkT9LckPc/BZRfqZCKV9aWIrmuaoQXzZY/AJEYg1R0yOPLyd+ILQnBZvEYGH4UCQ9ITr7MHON5/B7Mk0AaD5zhpOWmG/lGDlBl+62jdU6WztoRXkTvoMvNSVlctaQG23CGGO/9anBIKSUwSDPUJ1hVqK9FXO8B/+6d2Ud/a1EOcDYmsBlbs65M76xE9EqG2MEVtUlK7xCaYS2CdjONmAy68NMfKUAFBeSebITAV9GIvCagtHVnbK8pmkpl/9/34YWqMiutL9M85qw/K1IQpHBVhf3hYiUvFl2hWGylahSi3cHKE1ImKr2nqLy/caxBY1gSWhDtqAwIRLb1bM3iVxYYXjcgl7MUXuuDxnvdvrJC8Jq9tuyyQuvuxT3WIQrgb08prEfEBmyie2rCntgdrWvqBrv8uJ/+NTJKbkGxr4YRgn07dX+VJIjDzVw8v4RL+YIX9MbB9BWPbz3axBcwxSFwMwNNqUdZI2JaEqf9KhlzFY2x2mPSJxdLN3JfCioivAgORMQGWfxNrZLbB/nCZcEchCdMWlNSrQk9aoIntKzunsKYjUAvInAzrrHOqbArwYZM+4V5jSP+vr5/7i9CMQLmmGnoXcKfEHGa7G2dSBQPaCyTkf5UlL38kbNMcNMlMOblwRPh5j8fYAAjE3t4dEuZg9JRVsbF54lZ0BTXWrIjMls/C1PYrCyzKTD1eEAmI3FeE1A6sD8QXF2l4ZwbaLBk5aUd3tCTWjpok+kiRUUyxfGyJ/0sfpWy66RWiOGKhA4N6OZ9L84RDdPR2GDvtYLR9/OkF02SCYTmC1JX3dTcDKtQZ2HbyFGOXrXKyOprkhKaOkHxtUt8tuL3E6TObxCKNPtOjlFN5ralQ3mVx6g01s1qK7p4MfEpFU6P3LdDMmcz+ZwHBg6eAIbkwRmzdoDypax3LYTXCPZSg8FSKyKnE/yWmZ1Xo9k8IzcjlV7m9R/+kQyVm/7xWUkWn2hKJTMOjlNVZTMgS9mIyLf/JnN6N8xepe2aX8q9//ksRube5ReFlT2WxSeCyMF1Es3+XS2Ohx/b/5uPAl91fwozIunL1XbCyhfjitH9U0N8j4LnPBJ1yB9HGbi2/8LLFF+cwDG4yFiMjaq1JA2XVIfDOJ97qqIAMjkPlaQrBwUzF++qkb8eKwcKuEVt96x3GUDy/+xwfRL6UZOiQXcXTeoluASEkOwdauHmt7FIuHhmXkZiniz8fInFHkjhq0ny8QLiuGnm1jN8Vg76Y0IxMlnOkU9n2rOFlN6zUtwqW+x3NUMfi88JgnHpbIuA0fP4vVVPzDV+688g5lplyGn/OxOiIQMXsBXkJ2TL2M5m2/9Chfv7SPUD+jMVyRTkObQrnJhjrM3pnA/a91GpMyuegWA04c3kBn1CMya5OedugeLNDLalKzHv/48U/QHuiDOvZpYiu+XFpZgS3kT2iqVztCpfmFWZJzARu/3iW2pPHurpI4F6I1LACI01/dRmMdeAn5jMwfZ2mu9+gMBQw/afDyv/kU/qEskakw6SlYuc5A/f4quVOaDR8/y4b1y8SXfDZ96eMEIcidcTFWQoRq8k47+xvE55QwY6MBkUoAWjP/Gkg+G6M+YdKa8FGBdDDKVbhZnw+96yEmHgrwh3rU1pukr1oTYLivWTwg+MNOUdNc71G6vUd8RdKOwmVFc1y9Stq5sUL2rKhVtSmFvTagVwxw4qJmb41olq83CdckqD0xF+DFFZ1Rj3BJE5iiME2dNwnVNSvXGjh58ZqqAKyaiReTiZAfMmiOydRj9VoggE41wuZ3naW+XgAN3QEZjyZm5ddkzsi5NX+nELKCcED2lARl4BrcePQXaa2TsY1EnUHpap/8cZdeWnHhXQbRWYuV60Q5XN0CanuTcEXhRRVuJqC0S0LLvZhMAv27KxSPuixfF6I9KPYrswtBJJBc3BM9SnsU8UsW8YUekXlbVLM56dJH3nlJrHg5i/icYuxRBycjBXxnQFHdJoViZYtB7rBN8pJBcF2dhQMW0dWA9ug/Mw//L18/9xentqWrXHytS2m3orGvh5OSStZNqD5uzaQ1rmmNKVqjkqHZmLAlA64OylPElyQOKgiJosvqSsWBAaNP9Bh+1iO2KOg2Ly5SfW1AfE7TWA8oIWJ0BwKsjqaXFnVffE5oRtoQe0h1u6a5Tqqt6IqMLdtFUauBqFm7BRHZBGFNfTEpWZRHoyxfa1JfF0Ktb5G8LPE9fkQqNi8uogA3ITuE/CGb1his7jUJ1WX3oTw59MIlUSxeen2MgRe7pL6aJH0hILYgAdlBJYSbhOwphfHJAvV1Bk5Wuu1wVaJ2Bl4SFqy/oUPzpjZWR5Jg2ju7tIfVldFm4ckQzXFFctYncjhBc6sjIeNX9a4E/9Y3ijApVJPxRzcrEvH4LKxd3U81WJWX5VMffxteFLKHQqxdLYXT4f/yIADZwyHyL5q0RuRSaZ/N0C6Ywt9cM690VL2C0D/CyxZOzqddNMSQnoabfvtjDB3q9nM+5deXrwqIVOUbCjU0z/3pp/Gfy4pgowPVTUJyii9A9fYuXlxjteSFfekLe/ASmt1/8QCdSZfKljDagvwJH8OVinzju84RvhiWUXtDkTsr4q1eBhob5LBMzmjSFwIu3xtl6XYfP6LxBxza3x0iVFF8aMMzJLZWiEd7HPiVwxx4+4t0Rj3sjy7RHlK0H6ii2iaHD26lO+Zivso/4PK9JpUtMhZ0YwZezMBNaKKlgAff8Vm+8oU7CH0lS2udFH5eVBI9kpdg+WbNc1/bS3RNc2G2SPHlgOYkDBwWUczQ04bsJRNilfJjmuVrTD56+j00tvhYHc2m3XPUJ0Vhmp5qUTju0ZiUXdr4QxXKXx2jNWgwe1cMwwfzsYyAu13pOtojwmYdfVy+n9p2n22fbjD9jk+zuk+x65MP4CY1ycuyyoktKhqfk3D3oz/YjvMp0SVkT4uhvj1goQK5UAwH3J4g1prjmg1fdynfL4WlXTdojosQjKRHc9QgdwJGnpDC6Kt/fI9EYs2EyUx5rF7OEl3VDD5XI7pokbisiC0rzKZJ/HgEP2RQOObSzWviN6+SOS+FgHMsQ3PYpLJT0x7UV94Hu67w4orado/132kTn0NycLU8k839HcJrJplp6Z67OYOhZ2s4KUVqCqy6SWJOutj4vIDOo2tCDnolfmzgMPgxTfpYiMVPbCK2rIkvCC5ReVL0DD8twdkAI4+Jen78x5peWtEctSgcNqk/OUjighTThaNCTLNrJs0xi9zpHhPfkd8fWZXCOXURQs8kyZ71QMvPtPhyQGoaxn4qaTfJf0zjpEyctGb4OU8EhSGwyyYr14EfMfFSMiIvb49guGIjSl6UBKjL31tPqK5pDZpUd3sEtiJ5yejHQEpOZ/GmRUxHqF6NvT3UiylJUCkYV6ZQ/7uvn/uLM1TtV8ALIXInYOhHtki1M4rseRfDl0okeUlsC+ESV8z87S091L0lUudMvIjCHe+RmIHMtIvdCugUZUm/cGuY1b02dktCr19p07tZg9I+TaiqKO+Sl2z0iYDGOvnnw8/4RCoByYtCxBh7zMGPBkRW+pFmV2vslqIzJF5G6KtZV0T8ozzZc8jLrnFTAe1BReKncVGlXfDInIbWqFziZk98mHu3z4hlpqqIX71Gp6ipbTDInBZlYelan/aEj+koFm+M0B4waA73Ey/iitGfyoOTmXJojljkzvpoQxPaX8aLyr5vaX8Yq6UZ/ccQ0RdiJC9LsknkrDygnaJ8P2u3usTnNJE1Fy8K6aMhum+okTkk3Xi41u/aa5JdGlmVsVhgiZgkPmfQ3dOmNaKob3dpD9hXdtlawc67znHzb3yUWp+4U90mL0f6rJivOwMiFoisiXJQBZC4JFFoga3JHTVxUuqKgb68Q1HaHqGX0Thp6dhis/LrAToFxd4/fYDWZgc3KekW6YsBXlTA0gPfC+MmAyKrkL4QUN3jUXxRXl6zZtEdgG5OQBvxRRl5LfzNJkDUwJ2ipj5hi/K7JONSPyTVv+Fr3HRA7iWL4Wc0xprN1e8/Rmdbl788eQfOczmCR/I8/L3reeTHV5O4aDF7dJjUnUsYX86TPG/ix0X9+woSEaD4goymrBYs3iXiIj8khKnf//cfZvCFLl5EEZ+xKBx3sZua+LxMadKnTKKvWaU1CpGLYVrDJn5Ys/x6KaxqGw16hYD4pSaVLSbWcJv0tKhs7bJBfZ3B5ScnqF/dw25qzv5KlNV9kpATqWiaG1OYXWhc1cNJB5T2SlRgdDWgW+wXu2FNbCVg4VY5yRKXTC6+JcvOv3qAcKUf+N5QHPqvDwrxp6ZpDxkCw+8LI+uTsuoxXKhtVMTnxIcYX9C8ecdRASPMQH0yTPFbUcL1gDe+7jnWfa+DtWZTeCxEc6OkjlQ3mYSrouwFmW7UNlis+47mpX//IHP3ZHDj0t1FSproiqK5yaOyxaAxblF4WeP+sHhFaX/gtS/30ZqKwjFNqC4dUXRF0ZzQJKcsFm6LywHfgPFHfEJ1KPwwTGwRugUbwxMLWWsyQWDL96bG21jdfqPQ1tTubrNwq8XCAQmHb2zyWLrdh4ArQQloiJal6NMW5I8o5u/S4lltahZeE9DNw+U3ajIXRGTTHFcUTni0R6QQaA8YmF3N4OGAxLzHzGvDlLdbdMY9OgOayl7Zo3sxsJseheNdqhtN1vYauAnF6j6b+Lw4CirbDOLziuaQxcDzUthnzwje048oUmdMWhMBiUXp5msbTIknzAY4KbHgJec8xh+SZqo9LDtSZ1OHzBmF+usiyRmxYQ08YovIcU0EWLmj/4KRe05KWvnokrTW8YUe5Tu7tDc6rFxji3w8qajsCnDHelgdwUz5EU3x8RD213ICTX99lchUBC+mqGyxcRKyk/NiUmElLwf9NAOfzDnplAxPE1mVPcHEww7dvKI5ZF5ZRP+nT/wdXlQUq24uYPGmMKnzlpj4w1oyHwMZ1ZVf3wbkxe3mhYwy8EIgL2NLVGKYAiFILPo0x9UVPFbuVIA76DL0XJvC/XMsf3o91a3Qva5F53CBxCxyyLyuIfu8RQviHl5UlJbxpYDCiR6r+wOSl32BsGcCZj/sEq5p+NAqdsPAfyKHCoT+08sLv3XhNhEu9NLS/SYva9xEP7kdQEP2bIfpd5sk5sUu47+YQZtCwHFSqp8WIRL62jYfs6NojQX0CgF2XTP2RZtQFYYfNWW8XlYUX5YA55OPbKG+3sRelp12EBNFdHtElJyhKgK6qGsqm+2+x088pJE1RWtU/oy9rCZ3JsDY0aAzKHu/j7//eywcEFVkc1hO2F5ewPuFwTr545ov/7s/l8MFEVUoX7P5H9rE3rhEuOxi1U2Kv3ZJTPenID4vexU13KW6lStm7MRl+VkE0YDmBAw+36K2xyGyqtjyjrN4EcXIb05x5/4T9LKK5esN1EiXU5/chW5ZRH6axMkKUs7sgDPoElgw/KwgBN14n286ZVHf7dCcePUdao7100dqAfaqJYKaniIxG9AaNljaHyH77jlii5rapC2gEUMJEN2E7qNFnAkHuwm167vEFgy+estniK1IwZC4ZHDxFwQ0kvlBnPp9TV78jw8SW1bsff1prDZEpsP0Mor4RQsvKtjGwISl6w1J5jgSJntSEV02KO1WdPMG773zKZSvCKLibV73PRHYheri4eyMyEogtmDw2Q//NRu/8jHshhS+8cWA3Ek4/bFPMX9A3ldtwtoNHpE1OVDdlIhPDv7p9WQu+ORPdenlBECxcIvJk395A3N3xBg8LDSf2GWLtd2qf9DKxWJ1ILYoYpNLb1Tcd/Y+AlNCFNau1nSzAh6JzViSMDOo6AwYtIck7QlgpikBFFZLxCvi5YRwJWDkKRkRtyY91q4OqO3w6BQsUNAcFzFjY9yU3+Oqvp9aE6pB5IU4vi2FcGM95L4fJboiNozyDoP4ZYvonE3utHRyjXGDyq4AJ25cgUZoE5SjqK+TVdDQkwbJy5ICZPYC/H4EXmPMxGrKdVLbIlqM2gaT0i6bcFUEZOMPQXJLBbsivODMVMDangj1yTB2Q0Av8SXZWXdzAoBPXtIShFEUQEhm2qU5KiP85rBJEILCi4rWoElgQvqirATiMwKSb0wYzL4OOjmTbl4x8pSkuxR+HCF12WXlaiEspacdTEcCNVIz8lx7kX/B4iAz7GE3NSNvucTwMx6t0TDh01GiGdmH1PY6FI865F8y0C0RZihPEFKtUUXqcpfSToPGXKp/IQj9w0kpEgs+oZrIsSvbpTrt5ExWbpGRVfkaD21I8sNSP3GgNSqdZ7iu+Y1Pfgzf7ofJ+qICM7uyH/LimtHHW4w/0hLJ/MuipU9NKdxxRwJTbwcMwaf1corQmkl90mBpv0lsURNZk73F8pu75A7b1NdFKH97DDchRne3HsJwpOuKrmuQ+VqCaFnM07lnQgweDuhlTCpbDS68zWTdd3yWrzNQnqgYc9+PsXCXz9rhQdk/FTW5Mx6/8W+/it00CJc12Z1reFFFdYf41pyUXEivcDYjl0PwhyXGf6BorFMk5/pd37zPynV9bmUNOmO+VPw9g/R0gF03MLuK0i0OM29QtCY05Z1SaXcGNO/8ox+SvCzjS1FqSlUYXpEdTuqChH9rC4af1tTXK4beeFmgzqV+GsisZEaO3jdDfE6xcrVi/e81CO2t0NzT4xM/vl/egAD8fpqI1TJojirKUznqkwb3/ui3sNcEdu5HNIu3wvRvWKwcG2T2nhCJy4rFv9sgh9uI4oU/fJD2uEfmJ1GstpKkjwGD2j1t4kuS5+lt7FLbFCO0aFPf43D+y1vp5RTL/3Ujsw+sww9D7rjGOhPDDylCFZPqNk3ikjzbncEA1TZpT3q0iwaZs5LIY7jQHtLs3jiH8c8sKdE16eB7aYPkjIyPC/uXKO3uR5wF0PrsqBQ2W/ugjTHF/B0yzu5d38RYs2ls8hj+no2Thrf94NfxwnIgxhclEMHv04ASjyTY9ckH6Bbgxce3EV0Rs/zYXZcJ1TX5Y/L5PP9HDxKqKXInNYU3zGF3NLFF+ecA3/ziAdJTmuQ5m/RZxcKtko5SOSDsWh0K+hYSzYf+/tew6wa1bZLdWdsoXr3tn3mAyGiT6o09DEfSUrLnXZrjUsTmjzfRhkwjHvny5/FuqUkm5qBD9f6WnANbX02eMXxFeZcSxf4lQd0l717CSWk2fMPn7MsT+BFYujUgcclg6GADLybe896Qi97boJvXZM5D/ph8RmfPjtLNi+ilsl0mMQArN2jK2y2xplyy2PgNB7Mhq4pOUZO6GGB2RWRU2SHrn9I+Ycw2NkrikuHJe00AKEjM+TTXe3QHPZIzAeO3X6a0RwqLyJomecGkttnA6tuIWqOK/MsGiTlN6rxi9WpFa1iJkn5LiOx5OUNbY1A4LgVm6rxMcAYPdzB6MPRcFz+imLtT0TqVxezKe97NKFKXBZUYqQR0BiTAItTQZM/52E1Na0TRGBeB1dp1AW7cZPBFAU9EKkJTqm1SNCcE7PL0Jz9DqCHTrdomUNfVCK+IONHJaJZusHGjivagYu41Nr2iXNTlHWHKO03KuzQLd8ivbY39C0bu+a5Jt6i4/PA6Lt9rsvRaF293k+R3ktQ3QmjJprw1RH0TTPxIKnyQwyB/0mPxhihO3ic+Y5KY94ktimna7EncTWssoLzj1X1XY1Kx7puaxoRC9aS66mVMYTHaYrAunOiQmO/RvalJZbfsXyLLJkFITPulnYpQ2eDim2PM3hPHcKQjBOjdXceeD2F4msxxg3ixzfCzHtFV8UF2Rn0MTxGuaxKLLp2iRHipQAKjWyOa0g0u2XM+mWPSHYQr4B9LU91k0EsZVHcLJs6LSvXcWe+QOmtR3hYSPuqsR2pazN7xaZvsGanSBw8HLF1v8gffejuRFcHuOQ8X5efpy17Rbmk2/+K5K7FVVguWfzjO7H3y76itl11WdbOJn/FInZc/8yvJG9nTUilj9ON+LoUxHAOrpVCBHEjxOcXffOkNVHbCyl0ufkhe3viyj5sMqG+UUZwbl7Hc6j4RbF14YRw/KjFKobpQRrQBtb8dp3qVQBVO/+Yw+ukshWKd5AWD8JqJ2TEw+6P03oj4LnPHFKmZgOicRWxJvKN+CMZ+qgmqIWKLQiap39Ah1BJBmZvUXP2fPk7xsMnajR5ORpImrDvXyH8vijYUuWOKoBKiPSiX/tBPLLyo8FxXPtDh7Ifi9Io+lR1yUK9d1VcGLsnPLLoqUxCrbaAiPoGtqG4VC8PqLaKYnvrxhivZjwBD77lE6lJAd0Awc9oA9ZkioZqivtUjVNMs3u1RuH+O1LQBd5cxfMgfMahv8djwX8T6Esp3JY4v62NXDSo7pbuvbDd48UN/yakHPkVsxce9v0pnQFKCwiXFzo+foJfV3FS4wH0ffZrlWwS+se+PHyAxL9OMCxcHhaI1Impr786qHM7bpRhAcWUnmHo2SmIG8i9YdNY7uBlJaomuQOqcwcr1MjWJlAO233ke87kU1G1qd3Yo7ZLIv3BZUjcWbk9S22Sw8tYu/9TIEv9uitypHpHpMANfiXLy1z/FMx/7cwpHpcA1u2D0FF5CipVOzmLpzAAAm/74FFZbMkXzL5g0r+1Q2xynMxAw9x6X5Fmb4EyCyJoic67F2u2yiDY6Rn/CBbmTQssKVzW5Ywa5096VBJC13+7g512SlwNxCvQCWuOK9LTP4GFoTfrE5g16WUViRrrgTl7EfKG6dLORksfIo4rIkkWoGbDyjQkKRzThuqZ0o0tgQ3RZvJtG/5ku7QtYudm/IorsFQTR18tIVml0TdYx86+Vi7N3W4PYsmbqgyadQc3ijRHiSwEDh2RvHp+TBCa7LV1jLyu2vPTFAGfUYe3qAMPTV/JhIyXxoFt1A7vpU1tvE18KWL5ZPne7AYkZiN+8ypYnPoBWAmzInYTuhSTRZcXaLpPoonhklZYpYHRJ4Pm9/iUZW9SEqgbpUxbhkmL44L9gcZDypCrOnvUJlw2iyS7xpxPUNimshuz+avsclA/ztxv0MlKJFF+SvYPdhMxJOUDbH6tKEsouB7OnyZ/yyL+sKBzVWFsaOFnpjpz0q8SI8k75UJ20ornRo7rPxY1bTL3DJvnjOJlTQsRQGvIne+SPKhL7Sv1UdQF0Dx2S0GoAZzpFbFHRyxhYXYh9J0W7YNEclT1oeLBNL++zepVi7pdcUjOS+9fLKBKXhL9qNCwia6KqTV4WcIPZRTxkbykTHWpS2QHLNwVUbnIYfNTq79KEDLR4o4mbUKQvSv7j2j7xvy3dKCkQ3oALhkS3FY92iJYCckcl5qq+XjHzuc04feRec2eP5kSA6goKMLHokzsVEKpqjLpFe0TGVn5IkZwyqW1+5XOVTj5UBwLIn/SJrHHFPpA95xNYmtHvCs2kvhEqmy2GDkr2XnskIDkrdKfMOdnvWG3pVhcOyFjshf+X7LyqWwwSZ0MkZ31iiwbNjR6rs1m0AntfhckfuJSuk5ckWWzSGDco3eZIvNv1JWp75fnSljxTiQuSN+omFNZMhPq4iR+VfXZ1h9h4Cgct4rMGg4c01lfzdLMGlW1Crdm35wLhquxSAkvBzVXyJwOS308I6SXmo5UUc2ZXkb7gXxGvlK7SeAmNBuKnwmx+51lABGd2wiExp0nOCp7sla9LD62ntsEgVJPw5kg5oD0g70T6tKwW0sdClL47RntEw8M5Wru6VLbD1s93OPfBNJ3BgMwP4oSr0m2EqpKAE2pohp5zue8jv8rOv36A2//oGXpHsxRfhNQFSbi58EfbGX7G4zszu/nPA8fJHLdksnBLEzcumMv4tE14WQhaQwdh5E8s7IYWocmEwBca43JcBWGBHNgtTf45m9wx4QijJch4+u2fxospyjsUJ57ehLaAQJF4JiY5nVqQa3ZTujOtIHYwzn/64rsAaA2HQMP87bD+oQ9x86d/l9pGA6utiC2JhzsxFzD5/TorN/nkjir+3du+xgvL48Rnob7bkWnXc1FWrwU/42Hbkm3qFH3Sr1uktDvO+Df6FBFDpkbpc1KcuXHp9hoTMHenWJ2KL/doTGXIP2uzfIMQdsxOQGBJXKIXUQw9pWhN+ngJTXzRp3gkoLFebCdWWyhe1c0hqptMIiVYfE+X5LyInhYPBMTPywRLK3XF+2p2FOGyiVUz8cMSHOHnBHPpJsQi1BqWsAplyRlnHEmSWPAYecgke1r+PfVJAy8iaTKRaiB2opbYAq0WmC60C8b/m72/jrrzOu+88c++4TCfh1HMYEm2ZMt2zHZiJ3Y4DTXQBuwmpUmTdqZvYSadpqFiHIfaBpoGaydxzIxiZnoED9Nhumm/f1zHcmfWZN6Zt795f+la2mt5WXokPdI5Z997X/C9Pl9yL4dIHzMpD1uYjmTRbkrGWaLTipn1NokxMeoOzZm0MuAloJVXpD6XpPsHEdyklHRNR8rXgQWdBzwwZDa91mPQub9OpKAxfNBLawS9TQJL0VrSJDHmEyprKn3/jslBWoG/tcTEVoPIDEQfSpE/3CQ6JUR+FYhtTs82meHpPOAyt05q8l5EIvlXNo5+IE91QBE/IUiruVWWWAt1GkQfk8gkd9Rlcis0e31i46YcbnfN08xJfX/JN12Ki226tpkYvhyetT4ZhRm9QQyA+VkeJ60v0n/mVllMbZa3Whsaw9G0svKBFm5rMLspoNkV0MoorJ1J0sdMtIKe74dRPkSnRPTTysoAtfJh9MYwtT5RqL1i0pw/4lM9nCP14yRmQxEbtYieCFNcKga7ryDoBOasKQ9bpEY0ga1xOzw6d0s/IXIuRHGNh1URIU1xmaK8WODVsUlNqBqQPSn9pvxLIcJzBumTBvXegGbaZGajYv5yD21rGfpeLdJ7JyPgg869DqESzK6zMZsao6dJedik2SFBSmjaYmaTQfqkeE7ObOLiqMT8SvMiIDx7tEp1qSsYrhHFX7/3a0QnpUeqAtjy+3dz5Dfu5Zvv/2s6DrqiKI3ChtUjRCYtnDRUz6eYvDJM7zPy+fzKoj3UBz0MO8CLaqLfzpDZHWoLhQSKUVnsYbagvNQnMi0HQHwU+p5vYtUMMoeLokDuk/GoRqfCvn2G5qCD8jUnf7b0oiCjuAKS30sx9cYmjU5Fbp+BPSkZUWDL/q72maSvmcKPaE6//T76No8THxeXiD3bl9K1cYpwQZF9OEb5jirlRW1wfnsFpkTtfkice0qLxJQ5OitjQa8wUpMXxI2luM6j98EQ2SNQXhynY6/gK2u9iupisd2Kzmpyx3wanQaTW2wmt9jUhzzu/+Z1GB5M3+bQ7FBkDwqDdfRmk3ozxKov3UN1SDKO4KwAnLN7LaJTmmMfupf4mKa4RIbQy9cKJ/eBLffhpMS/E6C8zCO3V/aFVAJESNbo0cxshFVfuofkBR+nz6Vrj1iIpU9IVkdv86IQpjYogXdrkSjAtSEtnuIKcFY26Ngjn0VkTiAITlpmM9/3qQeZvCbg9NuSLFgyhZNSfOaf3k51fx6rAQt/ICrp4iqPKzafwKhaHL3628THpE86elwy1LHXyMUZnpGgprxQLhCrAc0OGb8beEI8KKc3hIlOSpafPimVpWq/Td8LHmPXmThJcaWJTJgS1JR8vKjB8CMOzQ4xG2jkJVjq3O/SubtGZGeC2XUW0RlN8qQoiw1PSEnX3rmX1NkAP6pJnwro2CfeuYmzBqn9YcqLoHOfJndEbPVmrnHRzbZFmwdTm2yKS0yctOzj/tedw4vJ+z2zwaCVlZ5zZEbALuWF8hwlJoS+Ve/VnL9dtCbaELGi3w4G650mtcUu0WmxXXPj0hOu9YaYuFoyYScpbS97WRk/KsHAK2YafgROvT1yUQjpTUfJPR3BSUPfT0X/orTweX/R+qW/OM0WuCdFeWd4MsA6vTFCcsyjMgxOh0dxscn0BpvY2gKlhTaduzW1RYKhs2uS3VQWBRRXasHoTWkS4z59z9clm2iXtZLnfSpDFskzBuljJrljHje+bSeF8TTB4gbOO+cZeWMEq9kWetjCzbRrIht3+lwis1z0UgyVxWqqldW4PVKW6dwtTi1WTYgu/nyY/mfamcDcq5irzn0aL2IweaNPdEZoO60OgS93b4eOAwHhApx/PXTvlOxzfnnblsuWTRKdkcvbiwdUlnpEZ9sq0T1hOvbLrzlvKdDzMljzFpNXi/VP4oImftbCW1ul3iuG2k6/Q+duTWmZlJQu3CIPydxmT7K69S75/dITSZ6B9CEboynbK3tEkx7xaHX4tLKK8Wts9v3BvVgNKFzhYpyJEi5ohh6qUB2WS8/tdCmskX5tZNqg46C4s7c6AvpvOQ9pF+Ozc6QP2cIpteCP/vjXcDKCI8sed0DDhv96D+/b9UHOvlmCHD+i2bd3sZTPezxIuxz+2L00cvJv/c4PbsJoGgx8xyK9cZbpKwyK6zzcLpf4KMTHNVa5feDNmThpKItolpnLIgw+7jC1NUtozuTke76MF1PUNjTwftaBUbZodBnEpjRb796FFwGzLjABv2VSXe5SvqmOlwqw6pA/pHHTPn4Iqk91Y3S0uOwz93DuRA+GownVNH7Sp/bTHryYiICc6RidV03Q6H61x9n7covSMs0ffPD71Ac8DA/2/uG9gDiTOClFdVgxt0qYobFzFnNrRJxRWijw63BBSvGDD4tR+Suc5lCpnRUkA/I7xa7Oi2nS2yPSoxpUMg941qDnmxHZv7uEVdqzPRA7vitbFFfAP1XyGJ5gz9DARJhWxuAD/+l36drduijWUDFPAk9bkznpU9rSZO7yAKM9m5sY1ZQWmBhlUZD6EX3xYgwdidH/XAOrqfGX17CakNkeIjHuY20oUlwT4A03OX79N0iedwSRmJUZ4dRJgYp/59N3QEhA4LPVOGZL08oGBCGY3RTQyFtUFij6n1KM3Lccu2Sw6U/upjoE9SGP5BmT+fUBiTbkvdnnE50L6H3Zp7xIhC+BJReL8jWRCRMvIZ+VVZOA20lKT3tyi03Q3ZIKyK0lUldPEy5q5peHBG94c4j0SSgsa9vZLdFU+y0KK2JEp+W8UYEmVNL0PV8nOSqEtiOfWcfEdaKMnVsnMJPOFy0avfL8h8qKepchrNwJn+SREJ1tY240eHFRFGdOuaRPwcz3hjCbUnLv3uWTOyLGEPExTeaUjx/VzFzpM3W5RXlJQHRKMfgouHHVxnkKxSkyL5MB3c+Y1Ps0bgo692paOelrxyakvdbMitI39eMkblwMHxrtWVAVSCBlteltHXuMdsAQUOk3KS+Wr7+ie/gfrV/6izOwpffW/6xDYEupJDyvmV1jkT2uQcuoQ2JUSkyBBZVhg+w+CycnJIhWXrKFrh1CXpm/pUmt2+T02yLktts0OwWdN7vOwEkpWlm5CCp9Fod+fx3KV4QOxZgfzTD0mCdGsIZEiI3OtnmzC/akzcK3n6TRLcQMNwnzazS5wxA7KcKGepeQOCIFgcyjwIkb1G+p0sqKf1xpqdhM3feZv2LgYYPCyrbsPS7N8GZWMbFVTI9DMybnX2tetAByk0IeCUKCFOx9ucXgEz7dL8gmB6nxhwti4WU+mOX3/uw72BVF5qiBVdfM39iktswhn64RnYHCGk3iSJjCCoPu7TD37hqDj0tpUzUNTBc6XrJEtNDjSza2xBfroQUulSGD2TUWibOmZLSzimXPvo/AgvyLNlZN0ehQnPhImMAU09t3b9rO43d+geJyCUAKy0PikVo0OLttEGs8REekLewwucgZbQ46MsP6VnUxI488k4RAUe+VXowKoLGshVk3SByIsPrv7sFru9cMPVrBqitm19vEvpQhfQLyu03saZvyEjDeMUNiVFFbJgFXdEYTHxWRg5OBM283seuQOQ5XfeKjZE94RA9Fqd9YJXtU4aQhOufx4OG1BLYc6mYLrl95gtQhG+twHOUqsqccan3iEHLwd+8lPhEQPhQVG7NJU8yjbcjss0lM+gLo7/OJTJk0XPu/MX6eXSfZyn/53jsIz1jExwNWfekeCltbpEaahCqa2Lio0Tt3w+GP3wsrqtQ3NYhOa6JzPtUhEZCMX22SO6Kp9yj6HzFIn21ilzXaEtykFxd1qFXXFJdrskdFONTo0lT7LDEcXi3GylZNxh7SOyIEIc1n73sH5q9M08hLFpI6JaX3uXWKsRtCF5F7FENoBZs3neTvPv83mJNhOrcb6Msq9L4IM69xaeU1/c8EdO4wSJ6F2IxPeQl07vMYuyZKaYkcfXZZBHjzK0yqUwlyew2CusXW3/8Nxq6Xvydz3SR2WXweVQDTl0N2t01kGqrTca78tb30Pa9JnYLEOZPk2QbdO11m15qUFym69nj0vuss8TGwM006DrTQUZ8lbz8BgFkz4L0zFJZaJEckKInMSQA8v8rGakJ68zSTN/ikT0pgqAIoLofc0QA1F8J0IdiRofF4F5UFEJkPKC4xsMuSjTtJyQQHnpTZ2kaXgBX6n20xfaWU9s+8WShKkRmFG1WQcCkuNjFaQuSyG5r4BdEsJC4EWDVN+myLsZvlmc3vLwFCo9KmCB5LCy0MX0ZzGt3y7K38jwcpD4slY7NTAqvuHQHxc0JD6toJ2RMulX7BS9o1CSIKqyRhsdtq/cCUylO90xA4TfFVEH5iXLCc8ysVmbZnaGBJSTw2oSmt9AnMVwVt5QWK7u3iIxqbEFVvqPTvOOPUlmZutUlhRRg3AekzDsXlIojZ9tn76H9cIq/icikFNro0/uYyZhPy+6THmD4JucOaydsd4uMi7vCiIn1vdCpaHT6Gj9T1LVHNdrxs4WQgMlYmt8/Ai2pSxy0uvN+jtsSh1ic9tfRpidaiMwHxMcXRp5biRWXzdW8dJ3XaYH71qyxUs6UJ1QImrwlY884jWGUh9IReTOJF5WI1HKgOKt513+8ydgOkLpsT77kZk9qgeGt27obIm6boOBAQnTRwk/J3hIuSFdoV4aZOXBWmkTcpLzJITPhUFsmDN7vept6jKN3Q4IufeBfeGmE/ejGFHfJIHg4xW0iifIm0o9Oa5FlNaaFB7ntxxq6T+n/msEF1scvsZh9tQeqUINs6dxnUljl0vGSJuXWRiya6tcGA9OMxKks8TFey8ubGOqmDIYa2juIlfR78xrW8/u8/idPhEy4GlJf4YpLc7dG908dLB+x4bA3xyQBWVrj9zm34IUVup033bpfksbYb/RJ5z+10S0qtS+sEcZ/o8TB9zwekbpkksKA2JB/Q2TckSI5IefO9X/gZhicPrNfrYDYU3v2dIhI7JQd5vUcx+LYzlIctera5hKcsWmlBMs7dWaeZE+l99oG49EkVVPsseh4OEYQ0v/OWn7Lp7Qd58Zk17UMCItMGzZzMOs5vcVn8g48Sm5ayiJMW2Hgza9DMGfi3FigPy8hQ73MK1pcpHslfnF8E6X+KVR54S+vUuw269rnYF8LMro1iNaSSU13bYuo2lzV/cw9d/xTFL9s0uhRTl9s4C5v4UcXAUx5rfvsgnQc8SgtNpjdG8aOK+HmzrSRvEh/XNPPiDhSbdkifdkmMSnDa6NLtioymMmTjR6Qvnj2s6Njfwv2XLqK3TUsJLSaHfuZ4+4Dsk4NMhwNCZTj2/RX89m98jPRJqHcpok8lmLhOEzsdwu1yqXfKCMIP//BzjN8iozUXblXkjvmESnDD4hNUh8Tft+OwR363KbOS0xblxYqu3XIuzG3vEV/gQdlPiXMGWiniUz6xszbP/Wgj8++p4sVlfvvMm2M4KfHzjU5ppi43mf36sIANtieI/tE4BIr9L0rD//rrDlB5pvsiOUj5tOeGFZEbZwQi8lLXRcylm1IU13jEx8CJy1kQm9DEpkQ927EvYH61gP+tpryPSktZe36FjW8rGt0BHfvrzGwIExszKa4RY/V6pwkKmnkD3bDE7rAg8JK51QKEsGoK/d5ZrJZmdm0E5RiEyjB2UwaAwJSEpntni2ZO4STEd9fJBERmNY/tWds2MJf9ue8P7mV2rWgkQOA0blzGaiqLAqYvl/J1+rhA/efXyMWYOSGvGwPi4wGtjMz8BybUuk3mV1h07/YxHSFd5Q5BbW0TpUFHfZmPt+R9cVMBlSGTRqctFZj1Tdz4v+OM02gp8od9zKbGrsG52230YBOlNQsf+DCVQZNWRhRQ73/Xoww91iL94wS1ftV2ZWg/sJ0GlOQgANmg8TFNs8fHLhvSPC+LI0rqnEjyAVCqreySEol9VMYIQmVFY8jFbInattZnCKC435WLb12T2Wqc2oAmPq7Ergm5JApLLCJTFnseXkXiHKCgcWVVFL9XNIiNK5Ln5IA585avUDgqLN7BJ1ukTprYNZhfoyi82CPuCSd8Og74dO9qEpiK1GkZJVGeEq+/uMKuInNPFuz6h98V1/YJTe/3Q4xdb5B9OEYr18Za7U0SWND9L2EKawVgXesTCXnPjhaTVynSokmhtELT+ZIlIi5PDmnTEfiDUbaY3erhxRTNPHTsa7sT7IG59RqjZVDrk/d1+KuSZVS/0U/qhIUXF/hBaNYkVA0IFUxU0JbBL7F419UvATCzSRHanmRVbJzEuFhRNfImzQ5Na31d4BWXBaSeiOFkNNG9MQZ/rsic8hm9SfHppQ8wfP05MkfkUfCiUFircZOa7/7GHdi1gMwxReRkmNzRgMS4R/q1Exz+2L2462oEy2pMfWMhga2Y2mTj5HzKlzdJn4LwngRWU9SKU7e69L5vBJASfevd80SnFF/86Z2M/OkKAltmYA0Hbn/by1SGDOrDHoM/M/jVG55j5J1yCEZnA3q3tYQnGgPr0QzlFS6lZZq5NQrvVJLAkkDlleWH5TCqLvZRF6J076xz7vWyrwsbPKau0jg5n/yzIVJ7wmRO+cyvtOh+UcpZreUNjJkQThLKwxZP7F1NYZlFfUBKtcoXkVj2qLBT6z2K4KoSdkVRWBam1mtJ9nlcSnQd+6WNUutT1Dc2qHWJJdaT3/kG5YUQ+kpOoOyLfLr2BLSyivxBqRYA5PaY1AZE+Tl5pUXfe0bwo7Dn//oysQsmhotUkvLSsnjfb/0uyWMCpNfRACdh4KTguYc2SOm9Lu9FaQl4b5/DbCmOfvhevIjRRtsF4raxqI7VEJJR7TVVxm7SxK+ZITKncR2Ljv2tNu1IU+s2aPR7uAnJeKau9akMK8wb5pj45wUCJWjI69n79XXkD3sCYK/rtp2YFtTlzzvbXpWaofsNCqugstAndsHCqsPcDS2chCJS8AVLGINNn9pDfFzhh8WZpeNgEyelaeY1nfuF+xyZMTh3RxSzJcJLs2LgLGjRyiq6d9TxokLeqizyaXZpkhcCKY0fl0ss9NUclUFRtidHDNwbSxdZwpmT0P+sT7U/RGxK2j/RSUXqlMJ0oO8pg+oKh9qQ7J3FP/gozT6XZqeIhSavNKgMiZYjc0xG7xpdUoZPnYbQgipeVHrW8WmfyKxm5raWeBbHFJUhg9rNVSnfLrQIlXxi4wblRYruh0OYjqbrWZvIrIz0RGY0hiOQkGZOxhPTOyIX3Xj+h/fSv+FO+/9mKRi7Qdw3qkMauyL9p2ZekTphiVntlESTX3/gVmbXRSiskAc+OephNQIMD8yGxqoaNLsE9J0+6+PGFf1PiaGq8jS1/kDsdcoBnXddIHU24PQ7pe9S21wnOqNpDLiYLRHjRM/bTNwi/RatIDah6H9UhDhqLkTo8RSp09LgDrqEGNzolHKF2ZIy3ZW/tlfKhGfizG8MsE9EpUw8LGW9DX92D9EZRXrEZ/TGMIEtmVvukAgWIkWfVspg/C6Xal8ILwbK0/gRxfBDHtmTLkpLBoUhNjsLvvR50ieltzVxtUlswmB2o8bvbVFYKfNQhis81VC+SWzM4E3veJ7a2iaza8IoT1TGAL9768+pLFQMPqo5/PF76blygp//2ec5/fb7CM8ZJI/aoibMBngRCWbmVyoiMwbp44pmh/jwjdwVwo8ISix73KU27DH1xcX4YZmt9cOayNISoRmTP/vIP/Lo31yD2RQwRbig+fLn34STlNJUo8PA7XIJHYqhN5VJnjTZ8OEDaAUb3nyI4mKL0mKTxDmTT/z5Ryh+YxA/LK+n96WA7CGFHwtwMhZrfu8AbkIoQIEFrbTJ1K4eVn35HvI/jRLdEacyKOUrb22V7pcV6xaM0egUwEBgwvVrjpM4EObk04vIHw4EPXh/HhT0viCmwn7SJ1QV0tATX7+KyIwmc9BieoPFD753Pb2P2FQHA4Y+epLSohCzG8CPgvX6WaKjNolzBq1ej/CcomebBACvrM69muoQWPkG4YLiws0xul42SYxCdNSm93kYeEJjNzT1PiHjRKflIm7mNbmnI/hR6ambDiROWdSGfPqfDlAB3PS+bXQ9FWL+9XWcXEArH9CYTOAmNbd99EWKK8SxBmRPTV9uY1cMWnmf3GMRnIyivKnF8ud/FauhiI0JLMSsGozeHlDrF6u9iNhV8qP/9DmCoSaRWY3ZUBwZ7SV9OmDL799NdErcfnb/yZdxU5rqcMDMOgEGFNd4JE7aREo+sUmNkw7wYgo3ral3iLuK9cM8ZgNWfP1upq4SMlLn6hl2HlyM17JwVtaxaorsQ3FiFywq2ztF8R5vcuHWEIYHsYVluu68QHjKorrIo5lT5HdY0lN7KEe9R9H1vEXifBtaPwiFZRahcjuwPOCQO9Kgutyh43ADuwrdOwPqXSaxcYXV1RD0Z0uj5kIEtszo2hUJLPf/6Qbsqhav0Iqm2SEuSckRqAyExEYOLoJc3LiMiUROSKl2elOM7p0tuvZ6GK5oFiavklJvrU/RymuchAiNrKYIz0KPpySwBQoroDxkMXOF2KKFb52h42CT2gDYtYCZjYrwmE1+vyY6rbFLBkatrRuYNwgsAcqXlsssfRASXrmTlZ+r3SnmVxoElmJ+uUW9R7H4Po1ZFxGl2YL0gwkGnxBdyYV3e+3JjID0iQqVQblEg5CilRYz9dRpIZr1PDlNbErmg734v+dSrQkq65Dfp9ADDdKnNc28Sfp0IBemJdnX2HUGQ483KW9s0er2CBV124PToN4tvNnLXnOC/H5FeMpi/FpFbMZn6u1NQXzNBfQ/KxDy4lKL0rcHKKyQVH5ms0/28SitjGL4ARh6pExsWpM76pM6HKL3RTkUaoMCJbdrEJk1KF/TpJmT8k38YAR4lbivFeQPaB7euY7ssYDOjVOkD5u4yQAj5pE/LHNwkYIMMifOlPEWNwmuKeH1OngxRX2xw/xyyaK7Hg1RvKuGFxcBQLgY4CRNZtfZ1NtCETcBaPHnjBR9SmtcjFabbztjkNopB2T2WEDX3qaYH/8kRqis+cl3riV6VAQfA0+5F/tN9/3DGyTD7jd548nbaP1jD7d9+hOs/9w9FwUC9WEX5cmmrg7LxeGsbOBHFWZT1HTZI4rmghaf/9W/Z/RGE6tsMnGNIrK4TK1PHmzr8QxOh88f/9X7hQa0psH0xjDeXQUR4fSKtVUQgv7+eUFrnU3Q7NK89MB6YlOKPQ+swapLH8mLyPvRzBlSRgYqAybzr2lhVwzmVpo88dJ6Gl2aUFW8Cuvd4v6RuKAprFQkxgJi0xovHRB7MYGTVLyrd5tg395R4qZPvchLT67B8MBoQXGxPHKhqsaNQ2mRheko0gdtJq4T8Vd1SOMmhUt87EMi4ikuM4hOGZz6zjLpqffXhWf7kw4SV87I3iqZWHUYf63HwE3nLz5DlSEJ5hLPxEm8ZppWLqA6IIdmsyOguMTkuS9/lfhoE2NRldpCl+qgIndERGiNTkV03BKPU0eTO+7R87xCGzI+8cDzm3HjMPg1W/b1PrGYCgaa/ODJrfiRgMRnxiksN7Hrmq5dLm46IDYm/omtnKbnYRtnLkJ8VDN9eZL6Eofel31yOy1Sp4yLzxfArd/7PZZ9ukr/+88AcOqGf+Dlz98nZXlXQ6B4zd0f5vgHvoxdNnCyAtGInROD41bKpHZbldiYQXmFS/y8ojqk8NdVeeDTn8PJaLq2TBKZEjFQtRkmddyCkk0o5BHYmvk1UvrOHg9obapROp0lNiYBFC9lmP2XQQwXzLRUpep9iv/wwR9RWOcTmYPZ25oXBVzm6jL1/oDSEnDfM09poc305TGBngxFMB0pzWsF1QUB9v4EHXsUoQ9OsuwfS/hRwTZufssBunY72FWPWp+itrwl+L33FXASio79dQmQw+CkRShY71HMrRVHkcYCh8pCEaNpQ8qdnbvlxz0vSfWv/4UGwz+Xcr9db5fQ31wic9IhdUY+n3BBnvXsITG4r73QydhrIriDLZo5A7Mh1oSVYYNQTWYxcwcVXbsC8kfEhL24xCBUUEQv2PQ971G8sUn+kE9uj0V0VnrqlSHJYGOTmjNvjJI9ri8aftf6FOUFId78/mdI7I7S7NDMbFSMX5eWvTChqfUJGMSLGoSqAvw/+SdJrJame6fzak/9f7B+6S9ONNino8yvgcTLMaavF9fz+dWK6TtaBLbAkFOnDWbXREntCROesiiu1HQc9gjPC2jZcBQTX1yCH4LoDKDE746RGDOXQyttML/CpDHoEpsKmNnqkTmuBY581CI+6ZGYCJhbY3PhlhQgQ/6/85EfMX5tlOplTQhEsWtXNPWlLYL5EKGyZJmvgBkAuvY0cdOawkoD5RpMXw7j5/Ls/cN76Xs+wBiL0MiJ1VJhhcIuKy68Lkv3AyFS30/S/1NpYGV3C2LOrgllJLQtKbN5J6RMM79SGvso+Xd5UZmBqw7L4dGxzSJcVBRWaToPeEJVGjOpDBmcvT1Mo1vj26IqjE+Kv2n6rEN52Gb5W6VWW1srkX9gK0buX0xgKqqDAiZASekodVTGK+bXB3Ttkow287TIwQ1HXmdpqUDcP/GtD5I5Li4JylfonWnCJSE2lVb6dOww26o9xdI/b1Bd6JH8+xT1Xk1iTGO2FPV1DUpP9pAYDYiPGoTn5WBAQ/TaWQrrhfUZm5T529JaV5zfkR5x309sGeeZlM8s6G9SeVeJ2gIPsyHYu3qPYsFPKyhf/DuTJ2SQ26rDZz/7LrzXFqkfz/D9R69h6JEmdkXej/oil9i1M9S7DDLXTWI2RTmbOSP4PruqSZxXlC9vog248pMfJVRp2+slNZVFAkWIbktAgKhBv5Un/boJYuOGALQPhph88FXmXscBl+ikwo8o1Lc7ABFcVd5coXO38FrXf/YeZtfF8M8mSB+y0e1+2uRVEhwoX75PM2dgVyWLKi0y8aKKjj1itjC7JkzinEG9RxGatVj8pQCrZtCxx2D6rxehlbgO+VGD7GF10XYrNqGY3iyQjXqvVDN6H7e4cJtAPLQpv8/tlgwiMqeYuKGTMz9dTPaEz6Y/vRuj5yReVODcXbs1rbTJqi/dQ8dBKdPVeiR4sCsiCGlNxojOagYfVrht79nkY3EqWoK513Sfoj7skRoJqBbl4E2cNwgOp3AGHLyUj3rtHJOv0Rgn4mSWzOPFBabuXlG5OLjf90Ob1JsmsKvwZz95C/k9JgRgXohQWyavp1ELkznaHpf4cZ56j7R2DA8MX4bzA1vG0ZQnZdtqvyL8RynG/hTyh11MV7Pre+vQpmLkDSFaqxsQKOKTLqUTOdyUYurKODrp4SYD0ielhePFNLlD0HxLkfSBEPm9MooxvzJM4SqH2JRLeYkItLInfGo9YSaujhMfD8icFEB79IE0k1eFcdsCu1e4uYXVAd27pKcYmQX7nLgcKQ8691ZpZTQTVxmEC1KentpiUO0xCULSKjFb4lY0s84msT3KzHpD5ryXSsnWrkPn3oYIf0IaNya2aE5K+sROSvG9f7mewBKRafyC7NOpa0RrEV5Wxotpxl4bMHm1KHO9psXsWpNWxsKu/jvucYYSDpmTAUOPOgQhiJ0MEYTAHWphno8QGzNw0prSCr/thqKFbFI1uPA6qaFXFgT0bHdQH5mm2aEwHE1kymBudZiOA8KUdVLypkbP21QHDCJjdtslQuNHobTQptZttMdFIFwS9eh/fvTNWDVI7I8QmVUUb24QKWoyO8NEx00S4z6ReREvgQwQz66NECoonCUNhh7ziU4ZDD8AS791NyqA7FEBiifPB5hNmUGt9wZ4UQOrFTC/3GRuw6uyyWYHZA8aZE96dO3xRBAQUeSP+CTGfZyUgAJaPe7FMu/Uax3qPdLbMRyZafXDgtwLFzV+2sMfaNLMK7LHfUKVgFYeiotDeDHF3B8tAEAZmvL1DdKnXbwYVO6q4OR8SssgMi0zrtVhGa+ITJrUuw2Gbzl78UDsf06Yrvm272BsSmAPhiciLcOTqNbp8Vj2zRqVhRB5wxRoOPHBDNmDJqM3yUVb61P4IU3q5SjheX3RnUUrgQdUhwJy0TrZ/hJWXTLTeo/in2++j8QNU/J6tMaNGTLC0H5uMs9HUED/44pGt/SLUyMB5cUJCsvMV5Fzq6qUlsKu//xlKpNJ7IoifQImr4yiTXl4VdjHe7CDxJiP991uKgsgOm5x7q5/5f9nQOhsmPoSh+kr21ST6YDsMU3Q1yR3QFTdYkhsMbNJ0fznHimJp5UQlYqvBmrn3y7l8J6XKsyvURidTVpZcE6lKN5RkzlgV1i2yZF2VaCoSJ5v0blHuLXxCc3ENZaYImyNEJ3THPgP91JZJnCG0jL5d9t1TXWlQ3wUTn4gRPKsZDWlxSKWyZwQN6PkeZf+55u4KYn8rZoiddLkmjfuJTYldK9Qvoldl9k+vbVE7IQo0+2y9INjkwHjd7o4ScWqP/hL/LxLEIK5tVKCay4XtUltbRPr5lkZfl/TInXWoXvJLLEZT/ZOHbInPJSGd3z29zBb8MTnryZ11GJurcKct3F6XSKzGmdBE1W1GP6JJvnVNJ3bJCttvtRBbdgjeus05t4kdl3e/+fu/Sq1f+6lvNQjfUouq0a3tGnsKRGwRY9GqPW/wlZWZI/J7KkfAt9WWFUxAfcjciG42YDYlObE+yLwXBazEeC1Ww3j11gMPunT8VCY1IEQY9fZRKYFs5k97tL9lEXH3vZeDGDgqRbFZWA/mBGWbo/0+Ky6pu9nFtObwqRPymz0+O0eU1vkLKoOGkxdYZE659PskFZVeZHsN2drBXe4Rf/TMqIVH5OKzSvCJ6sJU1ck8VI+iQvCRE5eCFCuqF8j0xIc1zc1MFxxconMB4TXFplbKyN3s1tdvAic+TCC35sxKK6Q99yLyby5POOa2qBPeF7R7NSUl/poW6YaWqdSBLYGpcnvM+jYq8m/ZNMcdGT64V8ZJfz365f+4my1bNyYorA8fLE3aLZks8VHpZQKkDhj0rOjgZNUmHV5Wakj4u6dPaKY3hiiI1qlvkoug/qwh+FqCssMWjmZEZKDVuY+IzMwv07c7rWC0vIAJy0HufKk1+WHpMRg16V5Hp3VGKejTF2hKF7Rotkp82rhYkDX7jbbdUY8HlUAid1R5pdL1hiEJPKe3CJUHz8ZUOszSJ4LaHbI7KaTUFT6LVH+FUwMR/B0rWzA/BXis3jhdk29W+FkYHqTQb1blIJBCBKnbYxFVXkNhRD1IbEYSp2BvhfqWFVFvctk/poW3c+ZxA5G6dlep9FhUFpk0f90ncoieehGb5Rp5NS2KMnnotS7LdJnAlL3J4iNWuLxd3kds6mIXzDInnJxsgHldS3OP7qAcEl6tIVlYZLn4IN/+FOshqZzR5n6+oaAmsckKwyVNPltFsd/Q/qr5ee6pfw9atDsEBxf7pgvDNYD7YywVzF098mL2bKfdwmyLs5neyiOZCktlfJWfdDj7i98nOpT3Rf3nF2XOcL5a1skzkqJzHgsS2mhSeK8JnushRtXzG5QNDsDZtcrnCRYhxIkz8Llf3w3ndsEpF9aDo0NdRpdktnplnxuc6ukp5M6I3succqmNejQyiqaOSHzJA+HiI6ZhOcUs5dJSbn/RzblRVxUYMamNKnT0MqI9Zwbh46DQoS6uCoWsTsnGb8uiTfUpO8HIRq9Hot/VMXalwD1qtq71g921aC6wKe4OCwipR6FF4X8QY2bkFnW6Y2KRT/+CPndBgt+/QS//4b7qaxvMXelCy2DwiaX4Qeg2XYgcVKSRTSzcrGfu8Ok8akihqPo2iVBzOs/+DxPvLQew9NULmviTkVp5mRcwX4yjRd75WCUZ67ebZDeHqHeH1Bb6hA/EaLeF+DkfapDmszLYRo5g8jJCJFv53DjkN4RZvSmEM4DXTgJk+RgmUaPptpjUh1SROcC3CsqVPsNnAwsuvI8dskgfjJE6fYavQ/a5PYbXPPn2zh/lyZ1VoAK2oCeBXM0H+kiVILSYhErLf7+RymugL6npQoULgmgXnnq4mx3fdgjCGmaXZrwvGTNybMy7x0p+nTtdXEyImRMnFd0vyT0HaNpYDpQGQxh1zXlZR6xScXoDSZKS1k3Mi3vf6NLzph6l0G9R4hPclGGyB2RS+2VzLu8WC7u6KxDdZEnQdtxj+EfGcRHDXpf0iTPBfgRmcVMn/FFOT/fHps7lSC5J8L0rzTwojBzRUDmRI3IrKK8VGbS632avmcMWlkoD5nUuwycXgl8Euc1Cx5u0vsjEfJMXWFQGTSojCdx0gGx6YDBn4ntV9AQ9XlqRER88UkPr1OoQa2s2KuFioYwkg8GmPkWwz+RamFsTAnd7WSI2IzP3BrF3FaX5FFBohaua/7Ce+mX/uLEVzTzkhnVBkQEVFwhLMriOg8vJrY+tYGA2dVR3ISIIeJjwpZUWuYtvbgMvodGInLJjVqEqppmj0fPdp/CKimNdO1rUO8VjqLZNNAhcU/peRmyJwTTVVniM7M5IH/Yo7QUKkNSgqoMK1IjcrGn9ocxXMX05QZT1wSUh+Wt7n+2QX1dAyct2XDvHefJHoHoVPPivGmkEHDmTV8Ri6RagNPhE5iKcDmgfFWDrt1NunYHJMc8/Ch07lbkt1vMrg1hVsS/LnzlHH3PSVSWPaqpDXu0NtRIPJpgcqtm6BGfwUfB21yhlVHMrY7Sud8jNeJghT2mrxSk1vTGGLEZn1BRM3pzDLsk4iYnJxlvswOKKzWGK8SX0lKD1NkAvaCBfVQQZ/GJgAu3mKSPKwZ+ZpE8HzC/Wi7F8vUN5q90+KvvvhEvqhi9Nc2SXpHg13sUsxs0piNDz/ZUiMg8eAlN7OZpkc13BMxd16LaLyWwwJKo1Ytpjjy4nPwhl1qvQfR0iNiJMKPvk7GOgac9DB+WLx8jMS5ZE8iIkxdV5I5o7PNh6r0yg9bKQW2hz9x1DmM3hEiMC6kqOm0QmX+lzCtzuyDzYnbV4MO3P4Z5OorVEEBB+qCNH1GYrggl0iOOqLIHfGiZVIcDWp2+jFVFIHdMZjTltWpKCyxCZfkMUiMBzQ5FdDagvMZh6den0Zbmwmshe+JVQ874BZPpfd2kzgVEjkQpLrLA0ly4OUmzM+Dwx+4lsOGqP95BbFJxy+t30r1Nsfmje+WyCiTImNwqAJHssTo92wOSZ0zUW2Y5/NBy/uyJu1CmHGh2wcQs2Iy/xqK+tkF0zqP3ZQ/lt02VG5AYKjN1qIvojGbyak3PNp8fPngNnbsQc+WSTXjWJHyNmENbdU18TF7PgU/ci5MQylfj+grxCwYdLwnhJzxn0P2CQdcuwVDOXS4OKsXFBkc/ei/1Xk1sQsR9jbxB6lvSdglVZObUiSviTyZodEuV5Nwzwxz96L1EZjSciFNcKuXpH/30GhInbM7dHiFclNL39PFOqW4MiVL3sj+/h6FHPHq2BZQXyv4MVQKW/sMsu9/5RTI5QQmqlqAuk2eQakNFU+uXMZ3IdItG3kL5IsCrXVtjdp1iZr1Jfr8ic8rFjUtGGh23KK1zCDqlP2dXhLZUWAlWXVEetKhvarTB/CIanLxaYzcCKjfUUK48Pz0vySU7fnUUo27QyBuM3WBQ6beo9+qLZJ3otKK0XOZyCxs93KTsfT+sqW+u44/G0AqGHwoYf03ioiGDH4XOvQHNrCJ3RNxfUJDbaZMYFdD9zPooheUm1UFF4pyQsAYeV2QPKWq9hijnOwMiYzb1/oDpK8UmsJUxSR0MUe0XX+VGt2TDXlRoSqGDMWbX2MTHNNWFAdmjYshR7zBJn4bMrhDdt18gPeIRlO1feC398l+chpTM/KjYB9WGfVFALYWuF02SZ7VgoE4bZM7IZph6fQsnqfjGe75EqAThoohLhlZOYjhi+mw2odpvYNZE9hyZMVj51mPML48QX1okc7JBx17ZCKUlwr2c2iL9wQU/8bA6GgS2Yugxh/g4dO/0CRUlGu592SM+Ib6bvS/5YAUXZ5TOvS5C+qX2oPFcQNkJM7dBM7c6Ts82kaS7McV1H/4wkXlNpd8iMmG2PTkV+ccjnL8tzOSVBhNbLWJTAW5MSrupsz7KU6Qum6M4n2B+ZYi1bzpKcalBaNYkuiNOvVfR/7REs82MSWsiRu6Yh13TzFxmURkKEQr5WPkm4XlFab1DYaklfpEtKZuYTVBumxtqaayGzH92HPTo3CvsSz0RIXFBE5kWaHfv8+IaM3ad4rnPfYncIenZdP9L+CIcIjERUF/VpPiPg5SXQM82l94XxRooPeLRs80Xis2covZUF2jJOsMx8QJtrWjQ6BC1X0p0I1y4zaTRpckd92l2B3jlEJljivOvM6j1ac4/OczUZiGHAKz/i3uo9RlUBwzMloCiS4tEpZ04bZLcF8ZoKSa2WnRfPY5dhp7tDTC4mAW7CRnOvuK2Q9z/X27hoV/9HIENmSumyR53yB9uEpvQNDMGZ95q0rnPgYxL5zaT8ECV/qcgv25GeLPtvR9YcO1tB1j/jkOEXjPL+z/yELW3lMXUeKkJrsH85k7h29YNRm94FVYbKmp+/677mbhO9nO9VxMZtQULGdas/4t7aHQqfvrAVpKjHg+fWI1vK174542kTkvfNghB/LyJm4DRm+NMbzQEJnI0T/JcQHTCJKjZTG0y8QZaZI5JFjbwAxsnabLqTw6SuCDPcqissR7JkDwjZguduwzG3uKSPaaZvQysiuKTNz+Imw6o7svzwQ8+xOw17kXXkK2/89G2k4ZN7KkE4aKWKk1Y0ej10IaimZVDffAR+Vwi8/I6E6PimuPFxOty9PU+br9DK20wtaWNpTznYTVEPGXXYM22d5Meccge14TK0hMPlaRHmzgHnbtrNLrkHArC4GU98X81oNpvY9d8mdHu17zwt19h/OZOrvjO7xL5XubVY86RFpDypFURmVFUe03Ki6PU+hQ92xwu3Kbo/kGE9EmhgRVWQK1HAAPVIYHgdz9tseDbMpIRnZSSftduUbkYrib5UpTqrVVqfTYE0P8UTG80Ce9OCHA/pwksRaNbPDgHHxdQSuaoot6nSJ5rYwpT8vrz+zXNbh+jZpIRngPhOYPME1HskoFdk1KqF5PWU7XPpLrIZ+y1ouqvd5qYLU1lYUD+QJ3pzSL88cNS2QvCmiAsgejUZql+ZE55lJZB4rxBdErT95ymY7f0sCtD0k6rXtak1eljNiTQbnZpZtaFUFrEaOXFMPSwR2VQxEpeVBGb9rDrmqmHBnFSJpnD/45ZtaECtNbUseoiuomOmbSyip6XfYoruOgykRz1OHeHHJrXLz1JYizgV396jzBNj3vMr9WUHugjOqupDimyt0ygNPzFXf9EvUNmv/Y+vRwvpvC2Zxl7TQw3rgh11nFyQsHp3A2duwNmNobJ/yTG5BaD6U1hUuc86p0myVGf6qBm/BqL8kJxSh+/2iR2OkQrJ6+ne1eA1ZC+YjNnYH69g+Rpg8btZaY32LSyGi+qmF9p0cqKcKH/mToqgOSFlvT/HIlO3YT83mZe4fS4aFMR9DfxH8wTOxqmsjBg267lWHVxeVeeZOqTVxnMrJdB/YGnxCG91ivWQbVehf1EGn8ySq1fk9th09xQZ269zD4WlooSMjzfJq9UFN3bZdRk/DUGhicINuUqqv1ts9qSgZMwmLpKhFzrvvZxGp3y4FUGTRIXNM0uuRSTeyPMrZesYPx9LfxflxmEqcstxt7qUrjMo3lFjeoSj9xxF6sBQ18Q55bEHhFxxCY0jdeVqa+UUZr0SZjcYpDbr+h9Rso2uX0G/mBTRiwa6qKwwY8KItFwBN2mFWRPBjS6NZXVEsk3B12CZTUa3+6llYNT77awam1Y+HSAG5d53e1PrmbuzXXuuveT0qf9WSfNvMXM+ghzlwl0ILfPxKx7qPkQyoffXPU0KJg92kGzz8VsBTQ6pQ+/7cfrKToxanvz/O1jr+XhTV8lXBSWZ2TCojog5avohIGX+G/7M5/52ZtIH5Y+I0rT7PVIn4beZ+RSVOvKGO0ktev+MDPXuUJsaSPZ7KoEPoYLA0/V+YO3/Rg3pYlNGLSyBj3bWxgNg9iUwj4nbZXItOL8GwOm7mjxzAMbxV9x1Cc2ExCfDvASAvqITXt0PiK2femTiuQ5+N7oFQS27INvful2IWxl2mItW4RSzY4AbUrZtrzc58YPbCM6YeG9bY74VED8vED0vZiQYG5938sUV2qmNovIJHNcQBbxI2HCpYDcQUVxTcDkFlEHV19Tp96jsZ5JM3pjiHq3HM6pIzbOlgrhooxtnX9tHC8uLYXb3/kSn77+X0hvnQJDSui1HpvEBcls1v/FPULumpXnHyBUEkpNqBIQndftH4sjiPLB31TBjxos/r5DZVDKsJljCj8eEKqK6rnV5TO3TlFcZjBxdZj4uCAAtQkTV8uYiuHJZW7tSTJ9q2hGzFYgABhHLMl6X/IoLTGITikS55sUl9iUF7RNo89ovAhtWzN1MVNMH2sbx7fvmaFHSvhhycIb3Zpaj0nqjGbyGk15hY9dMLDiMu+uLZmfRcHY9XHSJ0w690D2pFSErKrCaAmhq3tHQPaEz+xa0WPYZU1xTUBlwGRmi0/6dEB1gUejNyByIkJ01Go7oYhxeagsZ2DinCJzXDN+jWSUrby04Vppk/nVyAy8r0md9/hF65f+4nRSiqAQptYP85tdQhWZ6Zm42iQyLUq0eo+QJuyS9KMO3btWbJL2SE/hwm1is9PKinhC+RD50xThguaPv/EeqkNy+UanVXv2SUp9pgMcTRKeFSapGxWjWDTM3VXHriiqyxzqnZaY5K4zSY60kWM1UZZ6KZkZyx+W0ubEVQZOUohG4aKmtNBEWxB5LEWzz8ePSGnwFbf6+Ljm1HttwnOamcsERJw5EeCmFPn9IoJwVjWInQ5RXmAQ3xcV3N/GKh+84RnCBSlZmA1xX2nmFaGCInleZvamN1jiCtAhSj0VCL5u+GGP+KiitEyUZl48oDpg0nnAJTKvyZyQKNZsQuG9VUrr3DYk22jPwioRc109S+aUSO1zBw3smmqbe8v7WxsIhB5z1qS0yCT9ugnMhqKZ06hTcfzvdeGmNa1uj+T2KJ+69iHUqRjKUdhVj/KSgLk1ccJzivIyDz8MQUjhnEqR2RYGBfNXOQThgOqQotYjCMPiKk1qW5TBd5yhOeCK6hY5kGMTijd+8FkqwyIGKg8ZRGYVqYMhypc36XjZIvdgjLn1ovxLnLRpbq4Ke3e5YBOryx3sisKdjXLot+4lVILagODaBt80gp/yL0bjp95n07FHURlSfPVv7sSNiXAqMmoT2G0sY1qIKCMPLgItn9MH3vUxMfMutfmwp328qFx28fOvPtrNvEIN1nEycvnYVYP0UYtdf/plIh+Z4K3veQZzWwovphl9k0crZZA4GqJyQ02+f0X6RW5CiVXf1TE+84O30LlHs+4tRyiu8XBS4gYTKmnyh6VFsvgNpwlN2nQ+GiZ19XRb7aipdxgXhXaRWU1lwGJ6q6baZ9DMi6Xe5LZeohPy3DkZoGVc1AlMXefjJUWQFZ2Tkl94xuSJb18pHpt/HmX0Nk29V1MZMskf8ml2Bjx135UEcUGxOQlFfEq8Y5t5zcxrW/hhsIsG8VFp2zASk+ynrUkwG3IRtLJg7E9SWSBzrH60PUBfDPjx0cv4s++8A//7XRgtUZfa9YDZqzy0IazVeo8mPhlQHWr3bOPS451dZ6INiM1K5mO4MLtBEXk2yexai1p/mNIKr/2cKVInTOZXmHgJTfcLBnpxjcicOA01cwb1Ps3cFo/UKXGPcROCE7VqsOLTJeoDHvZ/mKT3OQMnC9mDiukNNoEtZJ7yoiix6YD6kE/qnIdWkq0pn4v+q4YnPdGOfeoiHa28NCnntgW9L/lECpr51WAXDNKHTUJlRWxHjO4dNToONOW97mjR6JMWhZNQOHGD6qCwquu98l44CYPpTVL9yRwVuI1KOwKGDwfMvbmO2TBY9KMGKDk7w0XpvabOebRyiuoS76JK264q6gtc/ERA/ohHcZlB9ii0cqptCPGLr8df+osTQ96c+Lp5IhdClFb4pM86RGYVzS5N5rR4PKoADFeUpLOXaTL7QjSzinqPIr9XFFJuSiIOwXlZzK8P2mUwsbYprfBoLm1S69Mkz8LMTS1aXR6JC3Lxxaf9i84c3T+IEpvU9D0m/pNeTJE4r3EyQuux2kBjFfdIj7SY3PIK8FxGNPwIFFYLh7F7e036nc8AaRcnIYdvo0tIFgQSVf/pPd+itaRJo9Mge8Kj0aVIjgYMds0Dsqk7Djp0vescvf8Y5id/dQNWFbr2+PQ97/Ke33mY9JmARq9PYQWkT0g/tnVjWTwG19RoDPh4a6vMrwhR79MEYU12p03/05JRjV1nUR1QTN4k0ZjZ0rA9jVEzWbJuFC+s8JIBH333zzFcmJtP8PLn75OgJK6wy5DcMkPmlEN12KdjLxCAk4Ku20aZ2tWD4auLfUO7HhCdVChX2Lz//Mk76H/eJTxncvotIQgEsp476kI4IDkitllBWHicmZM+2R0hMguKhIqQOu9jNl7pe8DYdxeS6qpe5FLmDkkG9+hnryV9SuzRrLpULYIQJHdHRFLvQ36/9MqS5wPiLyQorvZQgZIZtxmbzv0usfMma794DyrQ6EV1eldNc2znAuwZi859cljnd1igJUL3o9LDiUwbbRNli65dAXqoIQdmHCJzEJo3mNoiPaRGF5gtxeSdDgsedHHSMj/7yvISGutQHLsKenENJyMM50U//Cjl7/bzwNeupzbkk7gA9oUwkWJAqKyJP59gYMsY9R6DZmdAbVBgAqGiJn0KJq4L2PXESlLHLKr9Jl4Mpq/x8CJSBTn3g8XkD8pIU+3pLsIFqAyIpZiTVtSHPJodooY+86avoE3xrS0PGaiVVUDGp7QBdslk/EYJ1jatGMFoKcKzBjOXyd/VygaU17dw45qx6+JEJiy8BeKuMnGNjJhoE5JHbfyIAPLnVtl4UbDLCnskQnwqwPAUhTWa7DEhfuX3C9Q+Ni6XdHhO4aYD4hOa5IiQrzr3aGIrirgxRXRvDOXBzNUe8Wlhy47fAOEJi+ikmFAnzkOjsw0sQJ6rV/ZUvdPAbAgkwHAhcVZx9ft2E53STL7OgXBAaZlYKYZLGrsC0QlFuBTgNW3yh1tY9QDDlepOfodFKy/qcjSkz0gmevq9XSitcP6yFz+kcBY3qPeoiy5AVj1g+mqP4lKD5AlTADF9ir4XPDLXTVLvFSBG4S01GSPqUsxtkM+nsMIgXNTts1IxuRXSp7goQssfdKXcuiRGvTtE33MeiV1RsocM6Zte3yCwFMmzBrUBRE1uQXzKFVvI9S1KyzWzV/ioyQjTlxss+QcffSZOeNbgwq1x0qcDistlP1bXtigusUhcCDCrhhjKe6+OzMXOWYxdb5A6o6kskGfGjUOt+//gxamUOquUOqiU2qeU2tX+Wk4p9bhS6mT7/9n215VS6m+UUqeUUgeUUhv/n76/VYeen4Zp7shLqXHMZPT6EIElpcrxN4tXonhKBpQWmRg9TayaZG6pszKD5mQUPdtF+dpc12DmsjDpY9LftKsydtLzgkHmZVF5zl3jED0WITRr4sUUlX6TuVUWjU5F1x6H0q+WCVc0heWSgYooQODfVl0uvMCCrsdCPPHdv7/ohJA+2yJ70r9okVRaqpnZGMd0oDpgEj0uWZL37nnCcxIhpo5ZTF4X8F8//V4yL4XJH3Go9AuWbnqTovWNXqKzmvx+zdzKEKM/W8D0JhurIX555SGLC7dYfP3bt6MN6H1B4WYE3G3VoFEJkzqj6bw/ytBDAV0/isqlGWrPYrYz7dpgwMKfNLjmjv3gtbeOEpsiu6w4/+wQXlRhVQy++PxteDHNkvt8Vt53jwQ2jsC2ay90MvJ2A7ti4IUVVkujDc3I0V7MhiIyI1UEbUFxibBvc/vEa7XabzJ3Tw27CivuK5A6bZA6BePXWURPy6hSqBKQOin8zPICEXPU9ueItOXlmVMiMssfcal3KypjqYv+orMb5DK06wI8KC3TeAkoLraorWmSPisw98kbfLb/xZdxU7TFGdC5wyR3JKD3+QodezVTl9tYdaR0VNCoUzEmD3cRnVYs+HmDWq+Nv6VM17vOYb97CictzM1Gd9Dm+77qq6mnIuSO+ygf4pMBkXlNbVBU32pVBT+iMcYiTG+U/fOv3VGSI1Ju1ga4pTDpRQVik5qOvdKbLi8OSJ6WZyFxHmo9AlLQBhh/ksO6bq5t+m2w7vZjkm2EoXO7ibm6jB+RKoUf1fQ9adJKSxm+OihZcnVQRj4SYyLCik2J8Ew5MvoQH9ds+dTd1Nc3yB5SXP7Wg6h9SfyoJjItwV3viz6RSakFHntwGUGHKE0790nlInnGIDQWIndU+pLe8jpqKgwBxIfKhOfbn2tV07VyRoRZZ31aA8Kv9qKidHYyASiY2gLhgiDcggUNChs8/LA808pVzG0U39UgLIFW7VSa8kLBRja7A1JHbGbe1qA2oLByTZy87DltSrBc7xEEIYDpSBKgAojNBMyvCBP0NYlNawxP88K3NuEmFfHDEbK7bLq3B+Rftikug9qAqMirHy6S3hGm2hdiarNN8UqZbap3KWLjkkErLReZ2QLDU+R3G0xeZeIkFPknIoQLkFhZIDqtmd5kEz1vy3zrqE+tx6LR71NcbOP8oJvwvEHqvIfan8QYrEmlriBK8di4GN6bTWnFdO6C9GmHwIJwOWB2nU15yMJ0JbucWy0BTGCJets+ESNUDbAamswJzdSNHtVhqPbZIiLaFiI5YhAds+jYp0kfh0ZXiJ5tPl5ckz0WUFhukLigiI3YLP6HADch/c/IrEwatPKKWj+YJYueHS10SKoqkRnBFJoOpEf+z5dqb9BaX6a1vrz9898HntRaLwWebP8c4HXA0vZ/Hwa+/P/0jf0wzK0RW5/stZNYTTBXVkiNBKhci9hBmZGzagJtdxPQ88MwTkaUuJFZl/JiMJtSt/bD0HN/iEa3vtgrqS1xsRoKNyZN4g/91k+xpkNYTQitKeHcUBJT1bqMDpQW2oR+lmH6ckV66xS1AUX37gZ2TXom2pRDx40rGl0GG//z3bSy8nrO3xqm3mlQGTLIrJ1l+BGPUEkzc6NzsTSrDQh9K0dlibiue3GwinKB2HWYWxnCi0PHAZ/BJ1waHQZzl0tvwrxpjtQ5n3ChLWefF6cKbYgtUWTeo9ZjYDQNEuc15fUOtMRdpZUS5Z0bNejaGZA6bRDqqku5oxyQPGMweWWMF84vQjlyMNd7FOUhC7ssNk9eVPqvRtOQDKIrTLgoB1a4HNDIS9lo6KcKp9PDdESxmTyPRH+T0k/LHBdxgOkIlGDuCvHpcxMK6+EMyoORt3WI+01GERsXYIGbgMktYjQdmdP85of/BfuGWSLzktlUBkzcmMJsc0Jvu2sHndsMqsMSLSfOKUxHM79SsHNmU7JTPwyZl0TElDobkN9hcdmf30PXLpf5tbKX5tdoJu9wGH9NErsuIPJ6n2bx92uUFxjkjmj8hE94XnP9l1+mMmgQejbF0eMDFJ7tITalCf3apLB8N/qUF0Gj12PmLQ3siqLnt06TuHKGyauEDhVEfay6wnUs0qdeqbpIBlJd8aqqtnhDk/EbAypLfFTUJ/2lJIYrwV3mrjEWPCgkqLs/cb8oOgfl17QJxWVR9CN5onMBpgP7H19Bo0PJ7+tThJ5ME5iQOiMjPG5UUVkq/ND4mKKVld65c2OJuTUmtUFNpBBw95se5sxbv3LRE9F+9xRqIoJd1+wYG+ID73wUs6Go98tssR9SeBEJfKw6dDwdontHQLVPjrDGVVVCJcnaunbWsI/ECC2oUu8LCD+UFvpOh2Rx8b9IM7PeYurNLRLHQxRXgp+U0nn8vEHqpAAamnkD09WEjsYgUMxsCagPe1x59VHSR4Q+5IfE4kt5Mt9ruNCxW7iqoZ0J7A0Fer8bJjQns5ReTFNcLnuv0dE+fofrJM/Awn8aI/xrE5Q2t8g9FaHepagsAqshaDp/c5lWRjF1hUFxpSY6pYSzCzjPdhDYMi8eH9MkDkSIzIooTmm5NAxH00qLX6XYNMLQwwIQqPVJRcd4KIubUDT6ROBkNjTTlxvMbQroelkJIzgEybMabUrLp/sHUQwHUiPy+ZiOsHkjc5rkqE9lSERwoZK0i5QP5aUBlUEDr20bZri0K3cCqaj1mJgt+JU/eITomRB9L4j/b6gkey8yF9Dokz5orU9RXGpSGbTIH5LSeGxCE50NCBc0p94p5Wc3LSNRtQFN6Fo5E+JjitEPu8QumFQHNc51ZRITPvVuxcRW8xfeS/+nSrV3Ad9s//ibwBv/1de/pWVtAzJKqd7/2TdSAXTsl9ks6+868CLgnEsweaNP6FSU6JSUILp3ONQHPNTaMjMbpDTb6FY08zZGSxrDF+7QzG30aaYNUqeh58UKPS8H0kuyoLJQ8HP/8Od3iuWXhvCDaUJPpakshNR5j8i8yJ4ri2SGsvFwN4GpKSyJkBrx6X+mJiXC04IDdFJQWSTiHACvv0W4qKn3+xQOdWAXW0xf64GhaeYhPunipKGw3GDgCfkzTkoTm1Skf2WM+VVSvmp0ygzVhVssGl0aq2jJZflEnsJyE8OTRn7uqIubVNgVmYVqdFjYFc3A0zLKEDsZInbOotGj8d9QQBuK+bUw/hpF7ZoqyUcSciksF6PpVk4TfTKBXZKtkzwnNJtWXtNxQCI7Nymzm7lDUFpoUV7qUx0Q30knreg4UGNyi8nAwzKHmRx1ueNjzxEdlx5Po1Mxe4UvWK7VDrVeRd9TBq18QPqMT2Ar/KhcrLt++69xUzIuonS70d/pkTkdUBlSfOe3X0/XH5o085JVOCmZ8fSjmpn1No89sBmlNcMPSXRZXCP/98Oy9/yIpmuvIxjFoqaRN5m8zid13sW5rszYdRbJEYPu68ZInDMY+p5ka8UlFmZTM/Roi7HfD+h9UVTYkTEbw4Pv/8NN+BsqWE2NisoB8Ou/81POne0EDcpTpE+B4Rh0PBDDyQbsPraQyNeyZI+IsXR40iZ7BOwTUeo9is+/7Zs0ejVmS/PujdsvPkOJbVFinTVy+wxCZ8PMrwgxt17JWIdvMv+bNaJzAV/81ptppRUdezXJ101SHZKoHyWjG/nDLqFS26hghUFzVYPqsGbjHUdo5g284SaNLkV42iQ2I5UeuyLBamM8gZP1CXqbzFxmsCg0zYb/eg+ZkwGFNZrG/d2kT0J5gUEs7PL1B24ldTYgcQ6mN1rUekx5JoHUBQ/D13gRRdfeJsO3j/Crq3YQKgt3dWZTHC4rk/lRgtiE7FPlS+bvpBXnbg9L+f3RKE6ybQd2Woycrbome9KhuEpmYv2QQDVCsyZG3UC5iiPfXkmzAzq+G8PLecxvcfGyHuVlsncKq8FJaqpLXZrHMly4RQR98XFN7rBcPIEt6lUAy/YxHZi+oY/Zx/vRTZOOHQWaXZq+5712awkSDybJnPJJn4L0cdWGamhaWcEgmi0t40MaOva3sJryuVWGxai8tExjNUWkFJuSRGK+PcIXLkqFrplTOCmBcpgtKK4KyB3WdL2smHlti9iEIj4lZdBG1sCLQKjkkRjTVIbl9WRO1MnslzN19PXiRJPfY8pozHJB5kWmBdJeWRiQHmmJNWBG9muoKAFwM6/48R/ehgqgtMCW6sWqFvUuqT4NPiaKdycney1cEBBEI2+SOid0q1ZW0f+4IP4GnnAIFcWTt/lyB26sbV4+HiN9RtytIk8kmVlvEZnTLHiw/gvvpf9fXJwaeEwptVsp9eH217q11hPtH08Cr0yX9wMX/tWfHW1/7Rf/A522f+S0ycTVYl2UPqFIHrVJndFUB0U8Ue+2SZ6y8E4kicwoYlMe4TkZknZTmsIqhVkxCU9b+GGJWkZvSjL9Kw0iM+CmhdIThCB7rErygk9lYYDhQ8+LRcKziqkrxF0ksIQzmz/cotYnmLfKorbVU2eY7p0uyteEilKuSJ6BoUeldJLYH6G80MCsG+QPaKY3J4mM2qi5kMwW9dsYrpQ7EkdmL0qy45MBU48PYFdl1KHvBR+7nUlGpxR2RdHolIu/Z3uLwuqA+c0uY9dbkoXMyPzc/GpFeQmUBy3SZ0S4pC1AKxL/mCY57hEqtA/mPQm8mKKVEWpJq9vD6fBw0gq9RDZVYaUo30JFdTGCTp31aXZqSkuB6wpyEbRbbs5lNeZXxolNKkoLTWp9mpG3Kr7z1LVS8upvjwFkm7RyCmvGJns8oLDUIH7eoLhEwBONroDojObqP/lNYuMyuvIKBanrRYvx28Swudpvc/6OLPmDUg4OlUSh17VDRmv8kKb1tiJ+RP7t4RmxVfKWNCiuFH/K0Rtstr53D8UlUorrft6k1m3DvlSbBgPzD/VT79O0MiZ+BPb/3r0084qZ9RH8fWnOvU4Qg/FxyU6dNIRDHom3TaCbJuGC5i//5U5iIzattMJoib1cz0vtbKGlCKVaFN9fASA+IXOGbgIZg4prPvnP70P5ULqmyfeevPriM9To1mS/m6C8WAQddl0TnVSs+et7mN3Vzd4rvkczJ4FJeTFM3OrR/GG3KGYziuqgiH1Gr7fQSg6bxHmNFfLJH9TseGYlzTxkn42IW0ogQo7YjE+9VwLQ5BmT5BkTXZZy+t986FdwktLbM/oaFLa20IYoZgvlGFZNrKgqC6WnW7zMJZCEn9nVFtO3OkQKPnOrIhzdN8yPv3Ijraxifq2ISewXUvK+eTL2VFzjYbREVDWwYZxQSVNYDbkjmtrNVaFrdWsaPYrysE2oKArl4loZEevZ7tP7UsAHr3v2ooNGvcsgMmrT9YxN5qBN4oxFc11DWjcWrF4+ihcPUIG66FbT6JR9pkP6ok2a61jYjeCiN2TilEVlRZq+530aOYGYF7a2KC+Cap/J/IaAwlaHxGsn6dojdlmVARM3pcgekarZ2HUh/BAUl2sS5zXhsmbT5pMEtozm2bUAJ6kIbEXmpAQU6eNlES8Ne8QmBXKQ3ydznMXlitTLUay6prBMnpFX2jgTV4aZ3RQQH5PXc+ZNMZpdkuF3vGBjtqT0mZiQUTYnqUheCKj1QRAJKC8I46Y0i74ziZMJCNU08QlNeblHaZEp2hRfjD6Wfs2jNhBQXqIpLrYIbNBdLWJTGtOF8iJpE4xdZ1FcHRCqCE7ViyrOvsEmfcYnNG+QGglIjGmWvekEoWKbCNeU+dXMqYDqMExsjf/ie+l/dmn9L65rtNYbkTLsbyilXvOvf1FrrZHL9X95KaU+rJTapZTa1dI1Sr9aJn1S+i/JEXnjK8s8prf65I/4zF3fErVenzihVBYHVAcs6n1SukmfFAFA5pg4LBieZuragOWvO0niyTiZMy6pkwo3IaMU9f4o+kMzkHVwkoqzd2UIVcRdwE0ovKQ4R0xvChOZU1gNWPgvZeY3+lT6RWE7eZVi7mqZK3UyivkV8tQnz/tkj/tE5hXlheJvZ9cgfsGgNqBIjHs4WU1s1md+S5eoRKNSkrKrEjmrAIzfmMZJKHT41X5J9njA7EbN6I0h+p6D1OGQYO8GhBzixWDgGVcEImm5zIorxTMwVILRW2WDviKAUj7UrqmKvc/JAAwtLgYK1KlYewdpwgUpi1YWSp9rarOBciE8p0h9K8UtVx7ArkLHIZ/w7nhb2aypLPUwW7Dgx5pQQazdzKb4HqYej8s4iKnbYgMBjNf7pAeVPyCHYGBCaZlm9X85QGm5ONTMr4JsZ4XeF+pkTghsoplTxMehtMqjsFJmQ+dWmUTmFc29OaaukLJM8qwAM8KHo6ROSU/KXFJl5NcXkj4d4EWVmPD2Kbr2ujQ7hPcZmZMAauaOFq2s5rXH7qC+0BWbqAUOg084FNYGAtXe4mFVwXgiy/wjfZhJtz2T+mrknzynmLu+RSstJWjlK7yxGJYhZuYzmyQLaeal/BUbFyyaVVPYp6OEZ199tM2WYuz17Uw6ISXpykqXQ791L927fJZ896NUhjUd+8Q954rlI1QWwD/e81c0c4ruXQHlRRLVW3VN516HucsC9Ok4XkThZn3UqoooHzOSdQQ2qF+bwapLxSU2GVAbCIiPiGlxvSckxBwL3EKYjqfC2HUZl/KL4nWaOiW+tk4Komdt3vruZwDo2emQeTlMYbmNk4bOXSL08iMyWhSeV0RnxJlGeVI+7X3WoGO/przM59yRXhpdUuac3gzGwSQqUCRHIH1SRqtimwS8kDpmifBqi0nwkRl+8lc38OF3PUSjO2B+vS80rAWK5BsmqC7xSD8bIX9QzM2P7hum5wXFG67dhXtjiSAklaKTv/plep9TRFYW5REaiVLrEXPyV3rixcUm52+H2U3CYI7EHVoDLvVeTfqISf7ZENaXOigtMkmOOsSmZVY8PeIIYzoiKu7IjEFlocysH3p0OR37G5QXw8wmg8LlLmZDM3W1BPnlZSn8sCJ9WEbVTEfK8dkTLk5GaEJuQtjF0UlJWDAgOqvp3CEUIxC4iF2Ber/ADdy4YvYyzdxKi3qfpmdbhcJKhdlSZPeb1LsVmeMw9voeUicN6p3ik2y3e6bhgojJsocVF26O0/+MMKidFLipAGXAzI0OE6936Nzv0+hUxMeVULdun6Y60AaGnDIoLDOF7LREsuW9ZwdpLWwxt1aROy7B2/QV0HvFhHj9/oL1b744tdZj7f9PA/cDm4GpV0qw7f9Pt3/7GDD4r/74QPtr//33/KrW+nKt9eVWJE7tbJqFHz2OCkS9GtgQH7HI7zEpLjKxL4QprFIkRwwMR6ENTXxCZOfxKRFUeJsqaEMOwuoQJM5YTHx5MU5GMXq9WP5kj0iZ0GxqGj/pJnxauGWBpakOSE+gOhTg9zcJFxXheU14XtPo1IzdlCZx2mL1e44wdq2FXTGIjojNl9mQ6AvASRrMXGaSPuOTO+bTvTNg0Z2npRczJ31JgHqnycxrWzR7fMya9ODCJXmwmuvrTGzvxWpqsgdkVGJyq0T23dshfuEVHqhPtg1izh8M+Ph7fkJpoc3A34eIzGvGbpYyVeVGGeDO7TWZX27hRyV6qw4FRHYmpBSaMhj8uTAh66uaZE7KZ5Xfp/Di8r4FvU0MR9G5V2O4bXbmtYpnH95A/lCL8qCUa5p56WlEJi0GnnYoLA/hx0RQAOAvaIplUiDKRTcpJeDyEs3AU3KAF1YJW7U6BKGSwbavbCR3SJM55dG9M6Awm2RmQ4zCyuhFBmx8MhA7rXMGhz9+L+GCvEYnHRCblH9vcZlcvvExTaQYUF5okPthnCu/tR/Dh3d/4HH8qGT6pQW2wKgdhfWuKUIlsE5FCVUUpa8NoppywQ7/UFHrswnNybzb2y/fSXxC5j279jYJZiIC8c4pEhM+M5fLsHrsiPS5ZjdqOvdo+p7XlE9myb91FLMu/TqrIX/OD8nFIRUHl77nXy0zKQ9CoyFSbWWjc0cRs2ix8Gcf4po/3sbgE75cZt2iETj5z8vxFjR5+/2/SbC+wsxlBtmjCr/HYcG7TlFeYBOeM/H6HKEs7TVp1UJUFiqiU5pWLqC4DGa39+BdX8KqK5ykInVaURv2mVtjUlxsYNYMsXJ6wcBNKopLoXlzhdRx8Zr0w4rquhb1BS6NRQ73f/16AKYul5nX8kqXzKmAVqaNzRRxOdWhQKzl1lepDUjmMvk6hzf+wZOcefNXOPO2+zj88Xs5+uF7Of2O+zhy9730Xz1KcU1AYYUE28XTOaLTUFnkE5vQeAnN5BEJZL99ZjO5gwrlGuicQ6vTZ3pbL39387eoDklQo3yxy6oMGbxw7xWEHktxx8eew0to1vz1PdQ7DA5s/mcAfvjuvyRU0nz1c3/F/k/ey6l33seh37qXq9efgHyL6avFSit2KiRjXjbkD1WZ3GwSKmrmVoeZukKyptLCEJE1RXq2BSTPilK7a09AYkz8NGc2SD/S7XTBl1Lm8TfdS3lx+3m+c5Q3/fozDP58hrFbNJ37PUZvMjE6Wuz/1L286X3PMnsZ7Pnk39F4bZnKEp/SEsh/8By1XnmGhv6v47QyGtIuqz96SKzO3v5X/Oq7HhcFccLGX9hg791/TXUY+m89j/2uKWoDAcVNDqHXztB3xzncjI+bhGZOs+CuM1Rvq2JtKKI/PsOV79yLuaaEn/XQM2Hs0RD999sUl5g0lzWpb63iZDUfXPgSS286g3t9CS8GP/jIF3jPhx6l2ePjRxXZZyMMfV8EhqE/miR08yyvueowX1j6A7Z99r5feO8pSQj/3y2lVBwwtNaV9o8fB/4zcBMwp7X+jFLq94Gc1vqTSqk7gI8BtwNbgL/RWm/+n/0dl19+ud61a9f/63/jpXVpXVqX1qV1af2/WUqp3f9K9Hpx/WKm0P/a6gbuV0q98r2+q7V+RCm1E/iBUurXgHPA29u//yHk0jwF1IEP/Bv//kvr0rq0Lq1L69L6/3T9my5OrfUZYP3/4OtzSNb5339dA7/xb/k7L61L69K6tC6tS+v/n+uXnxx0aV1al9aldWldWr9E69LFeWldWpfWpXVpXVr/G+vSxXlpXVqX1qV1aV1a/xvr0sV5aV1al9aldWldWv8b69LFeWldWpfWpXVpXVr/G+vfOo7yf3yNN04RTC5ly6fuZubmFkO988w83Ycf1YQLimaHFqufBLz+jS/zwONXkjinGH7HaU48vpjGQof4yRD1FS3i6QaJH6aYvMm7+LXo8TDJ8wH1HoPqUEDyrEG9V8AA8Wmf6Q0W2hBLss7dAkJ22xi6Rk9AzzYBCWT3mfhRGQCOTQU4CUVhtczICuVCc/I//S7rf/MvcRNCVjGbwnhVvji9GC5YNQOzKR6LpqMpLRMCT73fx6qJ1dSxX/8yy751N2ZDqDJ2m+Y/u17+/twhTXGZQXPIwShbxCbkz1U2NEntjFBZGLDoJy3O/DoEVZtYVw37mTTpEY/xawWuLNxOgSrUFzusXTqKgeaBpY/yXBPe//BHOHv3Jwgml3LUqfOOfb/GsvwM43+3hMJKAycVkDgnPn/RSY22FIarmd/g0/WiSWGVEJ0ixYDpTQaZ40J/qXcrgrAmVFTEJwLm1giIuZWH3hdanH+dTfy8gZMRmpHZ0jRzQhoJLIFoGx507/SZWW/hpgP8rEf+RRs/qohP+ExvMhh8wqEyGMJuaArLDMIF2P+3v8MV7/8iV/3WTl7+6yv42Z99nts+83t4caErVYYVzWGHzJ4QiQmfia3yb7VLBskRqA4LuSZ1TpxI6l0GQUg8JxudghkzPGhmFdVhSJ0Urq97TRljV4rEBUE8Bpag2ZIXfOaXm7Q6Azp3wvSVmp4X5XU2s4b4uM5ppl/j8uytf8UnL9xJf6RIympytNrDD676CgBLPvNFsdQagfJiCBUV6WumCL7bRb1XCa2pT5M/KPsme0yIKVZTYPdDD84zfWWWwFKoQNPKKbQBrVxA9w6YWytgfyejLpoTJy/4FBeb2BUorfaJTJg0l7SwxkOsuHqE8z9ehDYhfcbD8DRmM6CwLER5saZzN8yvUXTv8Jm42sSPBIR66jgTcc5+/D9w+Qe+yI/+y+d4+3/8BOVhIWotfPNpJr+2kPKwQc9Oh0q/TW1AkToTUFpqEJjis2q6QmaqdRvkjrZodNqUFhmYrvCJ3aTsvcSoQC7mbm5inY3gJTT5vYpmh6KV00RmFJVFPr0vKKp9hjB9tXjBNjsEmZk/3KCwPEr1dVWMPUlQcPhj9/Kl4iD/eOYqPrPyx9yy8BjXPfkJJosp9JEk7qIG71y7i59891rx5HWgNuSTPm6ifE15iVC24lfN8tbhvfx0bC3u97opLoPsMdlbueMuzZxJMycWWk7CIDrrU15gEZ0R/9LScqFy5fcZbU9XRWWpR+qoRXVhgOEoYhMKNwapcwKGiMyJl269X9P3nE+t25Q9slphNRShEhz4q9/hsnu+SDOviM5qqkNAAHZNUVveIrs9ROrNExR/1kcrB8a6EtYLaVJnfUZv1UQmLJp9HmbFxE97pI7YqEBA93ZVE9iK0mIB6sfH5dzu2Vbn7BuixM8rMaTuCIhMG9QWevQ9ZeBFFOU3VLF2Jhl83VmO7x8idcqg3qNJrJ/D/HGeufWaL7z+O+yoLuK/dh9g2bPv4++u+O4vvJd+6TPO+WKSRT/8KKWlYMyGOHe+g8FbztHq9KluakAAydGAv3vfV7j/6S0YHlz3azuY/dsFtDoCUgdDhAsaK+xRnYkzsxG6nrXJH/JQVkCoJHY2ray+yIElEKxdedBCrarQuS/ALitW3XMIJ6mYu9yn0ROQOG9QWmiiXEUQEnqL4chBUusXo9Wel8QZpGe7WAh5Ueg46KIuK/HbH/wXlAvGsirJEYPwvEFy0yyNnqBtPaTIHJNLLDZuYpcVKlAs/4e7iY0pUiNy6c6vUlR7jfbvE5h61x4PPEXivDBPDReSeyMkxn0MTzF1eZTkjij53SbBwTSlNS5+WJE6I4e/2VDEJuTi73jJpjNc5S8X/JgbDt/FoFkl1Clkmp/XIxx0enn7or2cKeRxUorQZQW0KSSb5IhAwuMTvoC/WwalJfL9vZii3mHQvdMnXJL3p9nrkT4pLNZwSRw5KosCrCpMbA0zuG4CJwPNPhcvopjZaNDMKepLHPxVVZJnxZB8Zr0l1JQdED0dotYvF87sOhOrrphbE2bmekfso4rQ7GjvtzXw1Hc308wptn7vE7RykDwnhsVWHVIHQzgpmLzSoG/tFPFzJqGiot6nyB2R1zq3VjG/WkzRBx4vMb8hIDapmb5S00qJIXTnHo0XV9T6Nfl/imNXBIHYyBvMrxGbOz8k3q65AwrDh+iESa3bIDEqXozlZR61XkX6QIgbn/8431v4FHdl93B3bie/0rXj4jPkpQJ6X/ap9UNyRInF1Dc7mW478iRHBQHpxhWd+3xKSwzm7mzQyMnemb4yS2FtgJuCRpdqs4818TGD8tsrmHVhPEfmNNkTDnZZM36tEHg699fpfVYuosTBMNqEU48twg8LzHt+pYWTMBl5syUGAPugmTdInhGHjNRp+KNb76f37yMk2ubckXdN8p7f/F1CVdkfH/jwQ5x6eDEDHzlFuAD1LgG2N/o9pq4JePSDn8WqK/HBDSushphIn3t/QHmBAQZtP1LNgk2juClN+Q1Vyosg9VKU5Ih8BpUFCrMBfljjZCA+alLvNPBibVvBm2o0c9C906Xeqxi5M4obV8QeT+BHNR9690N8o9RDyYsRaPiNfxK099nT3bTqNtnNU1yx6BxJs0mwpUR92CVc0vQ9C/FJX97bqoEf0Zj/nOMff3wLDcem1qsIQprpK4Vf7SYMpl/XoniZw/xKk/RIk1qPSe5Ii+qAQaNHkTsoPOTqoCI+JuYHfU8JnzcyZdD7oi+owxnN/CpF+mTb+EBD7pCQzSJFCfSyR+XcC2zZb80OhbbEtcTpcwiVJDjLvRwisBXVH/SSHPOJzIHrmlQ2NDHvnqL7RYPmwhaRcQtruIpRNaks9bGrmtiMLxZvlpzNtdUtSktlP4zeGMPNeYTLAYYLftYTk/NRi8qAQWqkSeTZJLkjHscOD2LWFU5SgoVyJUYrLYzf/3z0Dr534HIWP/kB3EqITxx66y+8l37pL05ta8LzBspTfP7O7zBy+9c5vXMII+ESPhpFW8Jh/E9//CEi0wZbbjzMz56//KJH5vCbzgjceipKeNKiaycUbq9x4RaD1LYo3i1FWhmF0+Gz4MoLqIC2NY2mtMHB2pFkaosYrB79u9WEypqRO79K+qSitMrDi0F4VmystCF+er0v+vRsd+naDs2corxEc/5N7Si+AcVFNtZzab79iTfgdPpY25Pk7hjDi2vC/5AlVFK4yVfhy628ZDB2TfBp2aOayuYG5QWKxISH1+cINHxOkRwTZ5Dxa0ziIzZ2VdwyzJZktOUFJkFIc+A/3Eti3Cc56nHL63eS32lRWG4yv8EnCIObkovbqsPOT3+ZK1IjvPfor1JuhvnUhbvYtfVrAHxi79v43uRmvrHjGrb2npXseXeW9IIi2ZM+O/78y7hxRfm9ZcZuEPPnyKxckIkxuUxn1ltMXW5SWB3Q9ZLJzDUutR6DRs6k1euRHDGoLpKHgc93Etga5Rli3VSShyl8IYR5NIHhC++1OehS79PMXqbwY2LLlDonkOnel1piRP1iiOQZg/KiQFx2kGwsNhm0gezy+p2EcDu5ukhliU9gC0c1+GoXydGAyJymlQ8oLTQYuOk8btYXzu3qCvNrU+R3CXrvj26+HzehCBc01T6xXet9OaDeKRmLVuLO4uY9tCFM5vikT2kZzFymCG2ZF6uvxWFmbnSITAjA36prFvfMAPC+xz/E1d/9BL/z+LtefYYsTWXAov9ZB8PXxCY19U6D1L4wjS1Vpq4wCM9pEhM+5SGTzMmA9OMx/LCitqZFdQh6n1e4cc3Rj95Ls1NjtoSV+8FlL5MY06TOecxuDKgM2cxt9ujeJr9+7nVRZjaqtsWeZvBJl1Y+IDyv6X7fWeLjGsPXpI+a+GEIFwPiE75kMuuFO3rfp99Mo8Ok3ivP0OjxLsauMwh/fILakM/3/+y15A95HP/pMkrLA6au9Sms1hgNg9Qxizs/90kafT5+FJKjHuNXm2hTY5+JkDsmewIlvqEzPxkkOqUY/iy0ejxCFcmwux6/QHRaU+/XZA9LcNi5z0EFmlAZiqsDIi8l6Huxxbk3ykXSvUMqIn/8e98ksOG3s2c53ezi+2c2Ujib5divi6vikqUTWGFhCf9e3yN89cmbMLanCU+JaXx5gcnsO+qcebtJ5z6PIAz1bgOrBtUjOQDsikHndpNdf/plCktNUtuiJI6HCJWgmQ+RGPcw/AAvIlWZ6pDi3jd9HcOBwiqNH9VUew1qAwFeTOPGDLyoJnnBIzIrn9/gg/PYVU29WzLvZk4wf4YvxgV2tY3MDGusy4q0ujwyu8SJxmxJttjslIBw/BpFYswnEnFJ7IsQ/sMkgakY+rHwaeNPJgjSHuEZ8dOt9pqUF0s1JlSEhd+GyIz8vJUP6Hrewo0psqc88i/bHP7M72DXpKrnxS3cOFx4rSI6bgpLeEKTvBCQfjoq/rIhRXE+wZlb/p47Vh7it65+nGo5+gvvpV/6izMU8ghCYhj7u4+8m3VfuEfKePuivOPtz5A6DdVB4WzW+322PbOa2HCZ+XfWGHg6YOYrCwgVFeQFWNrMKjIPx+nYq2hdX8Z1255rGs7sHCR/xKWRl/Q+fCGE0YaVh0uabZ+9j+qAwdLv3E29RxEfsUie1SSumCVcAGdtnelNiunLLUZvNKn1GrhxRe5AG4gM5I62UDfPU1nsM32ZTfqIRSuvqf1TH246oNZjkjkhjufzb6mRGAtInVLojWVi0xJRfePTf0l8XxQ/qjn/dp/kvjBOJiBc0jSyJtU+g96X5IBvdEhZ+ck//mLbzgiiEwarvnwP1T6Tc28wOPypdZSWQn3AI7vPpJUN6Fo/BUC9V7PyK/ewNDzJ6twEpRM5FsbneKguhjeths3+8wNcveoUjz25kZ2f/jLRKc3eK77H+LWKpd++m8RYQHU0RX6PlFQriwLSRy3GrlckzpQJF8TMt2u7wJxzO2zclNi3RcZsyVxPWWSPB9R6pHTT/aKiMgzVRR7JC5rEqCYyB5UF4tjS8ZJF1y5N+iSE58UNp7TQxMlqZteHKW1uUl4sBszRaYPqsHw+f/6BfyR5vkV8QpM6K7xjN6HwQ4roA2lioybNQZfKQmhmDObWKuo9itx+hbmlwORPh1hwf0Bi0sOZiVEZFreK6IzmC994K7XBgFqfIjYtl8DYG12qQ/J3tLIGyldEz9kkLigG33WGmU0GGvByHsWJFFZD46YUC74DuaM+hidZ1G3dR7jh8F2MvOFrfPiOx/6bJzsyYVEd0LSyFvVuRbgc4CYhf7hFeFdC3G1qmvNvEGeT2csU1SFFsxOGv2fQtTugPGQw+FSLzX9wN/aiCpGiT+ZkwDe//lpaaUVlwGLZt+s0OhRDP1PUeg0xLxiD+AUJbhLnFSNvUaRPKoK75hn74UKKyyWz9MNiPj11hUWjw6C8yCC/x8SLaXxbvHKj0/KiFv2Ly8CTAaPPDdL9sqK41GBiq0m9PxDI+5RF/oAiPGfQ6JHXlD4qAYGTMAgXFfFRg+iU+LNmT3pkDhkEtng1Gg60cmGye+XictKakfcPkRj3MZdX2Hj3PrKxBlObQhTW+TQ7EHZvDJp5SbuSFwIKy0ycjOLzv/ce/LaX6HNTS/idFU9CyuXqA28GoDta4amt9zIzn+K9X/9tgogwqcMFRavXxappUg8lsOdN5lZZJM9IlU1fVcLrcSS7mtKYjmbd5+/BrorTh7QIdNtn2KC4KEJkTmOXFM1Bh9/5+w/Rvdshc0xKsI1uTe6QIjalqAwbKKDab1EbCIjNBpz8QIZQVWzMGt0Brayi1mMQWIrel1sXL87UCOjtGVbcVyE6F+DFZY/WBjRWTaoTfS9oxm4C/WIWw4MT748yuylgYqtJ/3NNcYg6FSJxXqNNSJ3zCJUV85tdkmM+hhdg1aWFljmiKC1RNLoU0xssKkMw/I3P4sYhOhdQXCKfSfy8iZPSFFbKmVgZknPeSYn7jira/LQWY3lskpcKi6Fi/8J76Zf+4gy0uBbEJhSLf+Dgby0RbKxQWerxwNeux4sKeDxzyiMyY+LFA+I/SpH4WZLSsIWTECgyM2G6d/o0OxWNTqHlRx9Pkv9RnK59DQYfgaC/ydj7HLyYOGSoQDbgB9/7CDM3t1j3hXskYgpr4qNyubUyCuMHecqLA2I7YlgNhdECc7BOz7YaVh3m12lw5K0+83YDZ1sOHQ1oLHZQHvRsnEQr+WAjBQGLh0qaIJD+SWGdT3AkSSMnJtBv+NlvU1nhkjkOC78lvcDUGaNdRpbLdW61hV0W70SrAW96/8fwtpapr2wKQDukaeXBLhpcuDmEHmww8ISidkON3heh/GQPVkN6E/FRjastJhppOlbO8vL0QvbV5KZJphp8atOjlN0In7rrfjb+l7u58zee5fpf/xCDj/kMPuniJhSpEyb1HimJZ47KZn3grr/iHd9/klq/xskEFFZJdOFFFe6iJuYts6ROCxTeyWimNkv5N3vFNFNXa5LnIHnCwmqIowVaLM5SZ+QiKi8QW6zMKbEYMzz59ehMQHp7hMy6WQxXIPwd++Sh//1/fD9uUqLXqSsMGl2a7En3VUh/WhOasrDqAsh2k+LW0uxQ8FwWLwYTW0NMbrGInTdpDjvU+zS1AUif8cWIYH1J9qUF0aMR3HRAvVf8EZOnTCKzkn0eOLgAq6bo3Kex5i1SxyTDDM9rPve1LxNYiuqVdazXzXK+lePqzjO85+z1rIqM8dbNOy8+Q2YL+p/zKC02SZ8J8MMKL64pLxCz9oP3/B0Tt3ikDttEZwN6NkwSm9A0ez0Ky2xKi8RjtDIYllbDt2NMbhZDcL9t9eVkFPOrEoRKUO8ySV7wxVavJc+QF5OefXavReqcR2NXnsrVdYYeacpetyGyL0bHQZ9wUeOurFO4romb84nN+O2+dROAwrIwhWUW2pRWReZEQOYEKFfRtUcTXV8Qw+aOgNQZKC0XE3QvrIhPuGgDzOvm8eLilDTz7gapsx7xUTF68KIwfo1NKyN9OrOpaHb6FJZahJ5NsfMfLqP4sz4MT8wiune6xMblEJ+4VjP4czlfUNDKaqY3WPS+qFn9t/cwfrKTv/67txI/GGFuhwSfR7+5ktf9zScxzkfkRDY1zQ6oLPbp7C/ipBWZ43W8AfGtLC+Gya2Q/GGSyMkw8THp27bSqv15iw1cZYEE7MWlBk7CENP5JRq7DkP3G0SnNPPLQ/IZOdC9U8zI84ea1JY6JM6JUb3yFYXlBsMPuTTyitxhTXTaIHfUk5bBQkVhaeiiZVplAfQ/U2V+fYbAlGC9lZWK3CvPYb3DINxdF1tDBbHuGj0viuXZ5JYIblys24orJKv0IwZuXJPdbeNGDeaXR0hecBj+eZ1QReMsaJI/4svZPAZmSYKuWp+BVZPgqZXTRKfFm9NsaWr9AYarcbIBPU+bqM4Wd8brfOHJ2zGURrXUL7yXfukvTj+QLKXWp5lfGYHdabyRBEZTygSNbs0tb93B5BZ5o0i7zK2TB9psaSJvnsJZ2qBzxSzzyy2a3T5eAiqD4tgweRWcfnOYC2/0iR2IEtofx01qcpdPEy5Ao0fx7dOboSBOJ/k1M2QPK6yWOIigYPYyTRANMBxxL1cBLPiCZuLqOPV+TfKMwfY7/hKAnmdM6stafPyqJ1FmALfN0/xuD6XlYpFV65GPpLBa0/39KNUFAakTFvFRqA6J/2hszKT/EYPAhPO3hSgtNigt86n3B+T2imekNqHjYIuOAy61fs38qjDsTdHzcIjSao/jv/Zl3v+Wx8kf1BiOwjgfxWwG6DNxsc1a06S6IKBzn4fV1Pzefb/G1DcWMnu4k/oPe/jnPcLmbx7O8IUf38WJZxfyX3e/jvQZl+88ch2VQYtzb9XE/uMY6TMOkfkAbUrpPfeOUUJl+KfClfz9p97I0+/8HOnjisiseIqmz3moyTDVA3nKCxWJcwq9vEbqtHxmrZ90kdtnUBmG1Hn/oiVTuBhQX+zQyko/y6pD9oRHvcPESSi8KCQuiEerNiH+txk2vvEQ2oSJW6RUFi7BxFYLJw3duwIis4rSQltswxwxIs4e06RPBSRHA5IjJpE5Ted+BzcBuWM+hgOpM1Jaz223SZwXv8zysIk2oT4fo5WV0mV0RrPoxy6GI2brjS5NbCag3q+JTMolOr/SwGpIz9CNK2Y3B3z4z3+L+VWKxMsxvIc7ePpbm/nBw9dw+m9X8Idf/CBPXFh+8RmqLfCY3GLTs71Jtd+gmVUoTzG3yafWp9n4+Y9hz9iEKpo3/scnKTzeKxfocyJQMlwwXSnROWnF/EqL7DERdtkVSEwEEIjQqdkhB2W136TRpVBvmSVUE9s18alUFJaKx2r+4Sjjv+1IOyKjiY8FBKaimVVE9sbIPB8hv8uktMii2aFY9bmDAMxvdkFJO2HqKhESlZaC7m1Kz/LRHOGiJnXSoPCaJv3PyMHtxWB+eZj4uMZ7Pie2YwHYLyeZ2WBT71E0c4qO28bIHdF07XGo9SkGnq7T95y8rtBrZ9CGkmBoTZPWpir1DovSMk1kVmG0FBNXmuLVOScHdfdOj/KwSec+l8s3nOLq9+0mfdYnMisHc3JU7PWiU4qhh0os+DHc87af8ytXv0x1WycdB11Gb4wTPxihubjFU+/4HNFJg9i0iwqgOqCIznl4cUW9PyBS1DQ7RKyjAnByPjNX+WROBxieElFNp/h3OikR5OWOaJoZg9mbWpQWhsm/bFO9rkZjkUN0ShGd1rhJk9h0QK1fxI6VARM3rsicCMgdaxEqSfDpxTQjd8aZuSKgMmwQKkJ0GnKHpXRaXCu92/z3YtImS0PksRSNDjnrk+cDundWcdLgR6RNBeD0ePghyRabHYrSohCVBVHpy56KUFhqkjku5tvJswbpUxCdCUhMeERmNW7KJ3fMJVTRFK9qkTkqOovYmMHLn7+P0JEo137sIyhXceLby8kf+Hd8cdI0aHUEJNfOUV4sIpfEOUX2oCJ3zKVnu88L911BeGWJa284SHp7hOwRmL/MJ7AVxVqUoGHReLwLFYghtnKhc79HqKyhs0XukKLr6RAAV71pPwt+3sD9URfudSXsMvBojtiEQXRaM3Osg3BZEyn4NPNiMJ1bNk/3iwaNbonuM6d9Tr0zTmxKY5el7/iW3/xdQA6g9N4w3/3r24gfjlCcj/N/U/df4ZZe1Z0v/JtvWDnutXbOlXOuUijliBIZGZMMBhtQG2e73W67Tx+73Xbb7dDGljA4gkUUCCSQUM4lqaTKOe6c1145v2Gei7EpndPP8bn4Lr4H7xshJFXVetc75xjjP/7Bicq01OzyV/Z2EMoZGI6m47ii40ybRqdi9PEG7YyHFwAUvP2HD2GXFV2H2sQvmdgVYci1sppml8fyliBTt5t0nJT9Q7PLpzJgkH3TZNNDD3CoNIQTViQvapLnwI0IXBWb8YmeDBEbM2imTXL3NKnvaFAdUKTPSOeYfltgjHZayEbJC0KkmP9MixtuPEErpUicDHD52VGmbgtQWmVw3wcOEF9TpPS1Aay65pm/uwYnavCB3/st7Jomfc4he9xj5oMOhqsIFBTBAvhB8MeieAFF6rJHK60o31ojc1IOamzOozJoUNio6HtK4JjOYw7Bgk95yMILKSp31K504V4AaoMaq+by1pNbBDZ15Ch4AWETO9ur5LaZROd8mp1Q7xLSlTaEXOPbilZSkRxzKa+CVtIkNqWp9gv0X1oLZkOTv7pNaZ3GLhu4Ubl8u16xMJuye6z1KWb3hxj+UYXFfULkyW8w8W1NfEJjVwElgei+DV2H6iTOSQHue1X2uH4AAmWN2VBUBw2yx+u4r3RcOULBRZPWYBsnaqF8JDc1pAkumVgNRXlbC7MpzeZ3/uo2ia7rMCiuM5i9QSC2UF4aw8xpF+XC4vUu1T4TJw65rRI+7gXA3VBHuVBe7+LbUDqcpbBB4LzGXWVaSfDCsvu3mj7umQR2VdN5VFPvMYSgNiFns3FHheU9Hm4EojM+zz66V77v8wESEx6BooFdVlgbyihXQS6IVYNGN7STiuqwJnwyTGXAJLwkubd2XSaz1kq0Xb1XGhit3gkZr3+tD/PnFpm80yK8oGl2BljcZZAY99HfzYKG1FmIngjBWJTl7Zre1zRuWHb4icuQPu/ghgXtmr7FQHmQ22Yz/pV17ImPkdtqXikIpWEbNyJ70fF3J2lkTP72kXt48ivX0VzdYvoWk+SY5G3GjwZ515d/G3VVkcsfMIXBbUFxtU0rJU26E5b7JDnuEZmDntcUydMWy1sUiYuCkrlhKZod54ToWB4xaHQpEm+HQMHAxy9jH4uRPBpYYbXC/NUmy1tXEJEVzoUTFQZ4eSRIuCAEv8FnPYIFtdIMCrkvdcnBtyA+45I4a1PrlQ9/9D89CAYUNsv013ncpZ1Q1Hsl/mz4Rx7hnGZxp0H3iybxaY/yeo/kJUF6nLAivOjQfbC9MkgpIgNVUhckHLTab1Dts8jt9YhOWnhBg9wOxci/SqRddUcTbcK1v/Y5vLBm+m4Pq66o9yoKG//tsvRTXziNiIvubuE/lSV7TKCZ4maXQFWzsNtGefIl1sohXnx9C6UNHrk9PplDJoajMd5I0v9jg9qehrAJVxiztW6Teq/Cb1g0Mwr14SVQ8PKz27j0gRDL+x28k0lCeU0rDelzHvntHsG8THpTt5rEJmT3VTqRQSuhSFs1TWGtiVVVvPknD1Fb7bC8yWL+GnnUrYRBbUDjmxCZ06TflIKtFYSGKrQ6NKUdbVppzfQtwhh9/188g+HC7HURLr//72h1eSzsMVj9zc/hhTTj7zOo7WvghmQfEF5QRPqrNLo1uqtFM6NY3u2jQx7agtisg/Lg1EIPwYovEoO0YuYuDy/qE150MNpQ3dOglVRkfxQi8XqY+toWzaziql84QnGT7OjCsxa+KQUsWPKJ/zDG4X/dhl2RLEOzBaseKWPV4ZkvX0NxOUbHSdl9FLf45Dcqcrc3qQwb5DfYLO416HoiKHvJsiZzqkV1VwM36QlT1xaYMfZilMqgwcxdku9oXlPArih8SybXhd02dl1IXoaj6fhBhNqQJ0SAEFg1xfzVYTBE2hGaE2VWq0PT/0KNjscjhJaEhGGXod7v03XEIVTwqPUY1LsFjsttsQgUFbO3ChoQnfOIzGsiMyvhuek6wWUhcngBjROFxetcodeXDVLXLGA14MLHInQcVyRPmzib68QvG3gBKcDxcagPClw5f22EVkqYsNV+G6enTfqsQyTn0e4Q9nFxXfj/cbKDBUX4UgAnZtD9dhOzoYQgMQP4kDwcxDc1bljYkHZd4wXl8u06KDD2wl4DPwjF1RbtpCY8blPv0fS9XCN9TtPsVMSnfdREmPx2n96XRAIVmwarBskxh/alBPFJTc+bTWKzHq2kQXwclq51ic618K4tsbTPZ+J9EHjvIs7FOKmTFq0OjRtSNAYEFaiucok9MM3Acw3aKZ+r+yfQpiY2UqLep0mf9YV4klNyflPgm4r8Fsjt9YnO+3S/5dPs1HSc9vHCkrepTWkKzbZm8XA33QeFRVzvNHETskKp9SoSky6VUQmwj23OY1cM5q4VRqoXksakMmjh2+DZYLQViUkPuyow6598+wOkzvuEc3KGShs8Ru4ao96raXW7LNzmYNdkov/lvc+hXEW9y1hhufo0+l14LUXfC4rlrYo9d58klBdVAErYrLURj2qvSaigafxskeqw7H8NV8hzytdE5jSlj1Ywm0L8aqek+Snc2mTs+6vxbSiv9YhP+9S7FG5Y033QIb9V1iSlNZL3abTl/IeWpFjlN9i0MpKlqw1InVO4EQM3oljaYdFKayo7WsztV2z9ywewqpA5YuDbiun7HUprYHG3vMDF1QGspqb7kIcXVLRjBv3Pw9IuRXTBw2ppKoMBimsDBPflCZQ0rQsJ8hsCVAdFrhifbNPzqkHnkTZW3SM+Dq2UReYEKEMaHrvuYzYViVMB4mPQ6nIJ5v89T5wlC39lGli8u0VlnUt4xiK3Q2G2BVbzbUXyrRCdb0PHMYPVm2ZRWrB034LKkImallDqQAm8sKY2KBh69KKNVYPKK10YDnTvmcfsbWAGPXpfd8jt8smc8ah3GgTyJkNPVcjtBMOVlzS3U4uGb2Cli/Xk9w0tK27+1GcITdsYDgQKK/u7kMKqirzAbGuc+ApUkVM0p+KEFxW0DdKnITZhcOLXH+TL/3wPtVUOfgB2/PEDxC/IVJM+pWhnPBJnLDqeCdF1yCd1FlIXXMyXkoQXFKHTYbnALptYcQe7Au2kJXq155LUekxqHyxTHfbJvmpjtAxqvQGqexporUhddKgMGyQmXVTVojbgcaHcSc+r8nn6b57C8GSKq3cLTNzo0jRvrpA+aVDb2mR5WwL7hmUqo/DozX/L2HvjVAZN4hdNIvMKcyqEVReq+9CPW1T7DZK3zFO8oUl+Q5DI8TCJsxZ+QBh8ZkvRTgnhpuslGzekaR1LUxt1WbxKNF9dRx2Wdsp7E592KY0aWGUDowXZEx5O3KfnjQbRGU2tX5iRIIzq8V+WwHSzqdHXF2nsqdP3smbi3SJziU971Lc3UC40ezwiC5pIZw0nrrE+u8DWXzhJKy0NivVEiswZl2BR0+5y6TnokHnTotUhcqLi6920OjSkHEq3NuTy1gIFOvcVCRYU7YRi29ZxyrtaeAFQnsgBnKjCKNpMvEdR6zbpe0ljOprYrEsz+07Objsp7/zCvS2WtoUIFmDxKtH/+kHZdfe96lBZ6+JGhANQ3N2i+y2H/CbF0j0t0ltzNDqFmWx4ogP1wprJd0UprpX9U2GdQWwS7JLBwr0tGutbeEFF+oJLecQiUFB4IXCilsiFqtIId79k0krbxL8Xp+OoQWDRovVYF7EpReo9M6RPQfZomUBe3nuzZnD+xCCLu8KQdDj8tW14IU37cJqN112m2WHQSsiU10qtEPMMSJ+C9DEhdC3uMsgeE55CbMIgWBByiVWXKcZqyA7acKSYhmdMnISwT5UnUL0fgMrpDuwqJC5BY6RNebWQoeJTLuElTbAIXtRn+m6PVoewtu2KorheUR6V99NwFC3PuvLZ7LkA4QVNca3Bl795N+EltbIjhtJag9hli+SYx5//jwfRJhz/xhYhRw55tOOCTCRPmyhfU+03CHw3Tc8BTaPHp51Q5HbKZzVcaFxMEplTxKbAbMr/Z46HqGxv4Qc1o4+65LYq6gNSWKZvtrDLBvVeRXuojeFqUhfbLO13ccPy/ZTXuQRzcn6cGLTuLjF9t0dl1CcyK4Q97SqCBYOuQy16X6sRXXBlfXI0TLCg6Ni9KEXZ0zhhxcJeE7OlCdR8tBLCXz1r4oYUxfUilQl8N007odi5/zx+UL67QFkxeWeA3HaFNhXFtSKJmbu3TX4TJN4I48Q1sz/bpjHokBj3COd9CPpX9vf/bz8//YUT6HwxQGmdx8g/GkTHLKwmhJbksu67aha7qimv8Wl0GrTuLTH77CDLu3yad5dxY1oYZssiHxn4wBhOTNNe06CZ9XEjYNdWptYBn6XXe7FORzEvh1jcZdP3EizuMiitly5r5sY4XW+Llik262G0FYX9LZJjPl5IFuW1QY/KKg8nZnLDvUeoDfikb5wHZNfSfd0s5VWQ32TQ3FmXrjiruXP/UYGMxi1qfXLJrP7W5wjlNOFJm+i06AQjiz5uwqOVUdhFYfN5Aah+tEyw7DP1IZfakLxgIBfn7g+dEPLF+6dY3qLoPKKpDmvMhqZ9Mknvq5rcNS6xCYPCZrAmQ3S8HGTmRpkwJu+B3pchUDApfXWAWp+8OvPlOGyuEC74VNa5BMua2BT452P0/uw45nxQSEGvZ/DCPh888DnQ8mdqZjTBkk/iEmSPt+h5rcLs/hCNbh/jS1nSL4SoDmv0NSWqexo0O33yG036Xmmy7b4zFNfB8nZNbFoR351j9Hs+4TnRHk7cJ5pX5UFplU2wKASzUF5T/liZ5HnFpQ8F8C0RjsdmBGZa3AvR16JUhmRn1zqbJPp6hNkPiPwjvCi7oHV/0qDVoUidMoQROxbH72qhlObwN7ZiNaHaZ9PMKqo9Jq2UQrUMsr8zRqCqCeY15VUC10bmFB0vB/FyQZSG6MEwTsqjMpHEroqhw8R3VhM+H0T5kLrkk9vnUe/XdJxQZN802fqZk5gtHyei0Arsyjvdsm8LwSVyPExljYfZ1ERmTJQv+yg0jH8Iel4xqHdrTvzag0TOB5m+2cJwFV7Nonqgk+63tEzni1B5sZvIrEHPGw7hhXdIH7UBec7xg2HC54J4AdFDeyHZk9V7FFN3KUJ5YbgX10Otz6CZMlm8RrO8yyO4oinVBhS/309uj8/i3gT9LzkAdGxYRsdd7Lqm+8cBSntbBJdlwj12eliE8gGorHew6hCdkUmqtAYCFfln8XFBL7SC6ohHbMrnZz74Ir69Yv5Rkyk1MeHL1DnqYK2p4A43mb/axg0qvOtL/OK9T4u5xLRH4niAjpOaep9m9gaLdlwRWfRInTKIXgjQzPoESrLHjk1JEw+QPK+Ye3oQZ7iFXTJwUp6QYgKaxJhA5LEpKfKBkvz5lnYZfPZ/fYGutzXr7j+Hb4G2fJKXfRLj8u9mTjRIXXRpJUXvHJswiE97RKcEQm0nFB2nEBJThyBmXlC+v+6nbDqP+Fz+iBghALgJD21p2hmPjtM+wbEg9V6oDgQIj9tUBgU9yxw2ZfLtl0JsvJjitq1n6HvFpzIid1XXSzZOTLO4K8jU7VGWN9sYjpDJojOa2rPd+AHIb/dYvqlF9qiP2dYU1pkU1woLu94jqEjnUYHaF29u0/dyjYX/sRovKMSs5pomPVsXSJ+B5U02dkVj3LZM/HCI5AWuNEfBYxGsokWtW5i2mQO2wMH/xs9PfeH0QsKQjMyazF4XXBExCynID0DtX/sorZYLyHCguhAjfv0iI993UQeSJHfkKGz1BDJpGMx/bYShpz0CQZfMcdFv1rsVpgM9mxdpDrVpZqW7shqw+T8eZ+CFNmgorYZQXjN3k08rqSgPmww/2UK3RHoSGzOwGqCDPumTBmZb8+bXdqJDHoWXegAhiUxMZklcBCfu41Zt2nFFYF2Zl7+7i0avaAh9G07+yoMYjqL/k5fRtjDMXvrtP8cNKToPmkRnRDOaHPOp9yjcg2nmPtRitD9H72uaZlY65ODePBf+bBPZ4w4XL/WQPeYze5eDMVKjnZRuc+FqxaO3/w1ORKC5337/o1TvqJI6J9Bv5pBJYYNJYHuBRpci+a45AII/SuJeilHrNkics/BN+M7v/RmRGcXkY6N86l3Pc/V7jtMY8MgcMQieDGPVFac//6DQ3gcNWmnpBJe3xwjnhHU7d42Jb4Ob9DBfShI6HSa4bGBXoJm1OfbDjcSmFMlzogdzn8gy/fNtet9o4AWh90UD5cKm/3ASreR5lnYJbO0dTIsJwVtCMHIiitm7BQaMjxnStQdEAxyZVTSuqxI6FaY53AYFIz93gcr6JO2kprDdIzYr+7a+x21m3+yjvK1NZbVLcQM4W2tkj9XBAKtqcPqpdSy+WyDv6LRMKtqQnVzHCYPiFpfYnI9VNkmdVdz3Sy9Jp77oY7bA2Fskt00RmbDIHpXGo9mpOP6PWyiN2lRW+SztsFHuO2fISfq0Uz5OTNNxzMALiZbUCyh6D2j6rp8msGBjtjWJMfjvufUEKmKWgAIrbxGdFfOGnzxLuwqNTk3uF+oUdzjEpuTCM5syLbdSKyuRYQ/D1XQebRKsaLInXCKTJnZF9rc/WZ3UuxUdRwzSx01aaY0Tl4Y2PuOSuGBS2OUye53s1XOXOrCW5DM2Og1ix2U00BaosEeg6pPf55A8aWPXZI+Mgnavw9Ie2U9WRiA53iS3C0ILJvM3+hz47B6chCYx5VBZ71C8q0ZumyI2pUmctmnORjHmQvgBMa/o+JcoD714GxvuOc/8VSbpe2YpjxhEZhXp01Da4uBbCt+WomRXRQqUPapZ3rfCsUC+fyeuSR0IChGrLrvbYF6xsF/MNypDCieucUOyIzabithd8+Q3GFz4xnpqAz7ZNy1yOxXlVYrO400ufyBEfoNMsgPPt2Ufvc0knJOBwQ2D+TOLQpyJS/HxrRUtcURRWGsy/D0hfFk1RWjOIn7ZgITD9t86ipMQzWd1QNC/dkIKbKNTibZ5VZPwgtzTLz23jelbFYPPtQlWNLmdmvCCmGmkLvi00pqel5ap9WsMVxMoChqx9mstIqdDuCGD+WsViXF5j7MnPDqPudT7hGtQXedg2D4zN0fxgvKeZo9pAuMhnK9345uQOeOwvENjPNZBbdC/wg3oedMjPiU70+iCTzMjMkKr+Q5q87///NQXTqv+E+IDNPtcrDq4YSmSiTFN470l4pMQv2RS75PuufWjLuavDjJ4zzj501mSZyycpCZ5XrF8tcue//42xuE41QGFaimaXT7xCR/n692k3g7wvusOEp/UhJd8zv0fWyisDZC4pHC72xQ2aaJjFvVe6RwvfdgiNGMTmfdpZaTTMysmpXXCOqus9kn1VBh4oSofaFWN7hctau+qEh83CE/I4dZvJzGuLojdXBlCObjlk58hcRFOv76KrkMuvTvmue33fx27LoYGlSGD3FaLuZs9vI01IQS8GGb5sQEW9hkkxgCtKM4lKI+YTH/CQTUN5vYraJqkH4vQ3FfFDSsCw1U+8INfIT6lmbvD5W//+n2EXo1T3LjCPKxq3LCmOpmgNuIxc0qo9LV+RWReoZUclsqQwcd/4zcobnFBwTe+disLzTjxC6awQpMaLwTr/+HzWDVN91stlA+FrT6+Ca20orJKqPGtDoVVMvHCUF/XIlAUpnT7U/krutjSOhHzO3HIPhph9pfbeGGFG1LYNRj7gw20OuSSiCabK9OuHIh6jyJ7TNiyPc/IpewFZM/Z9bZPsRkmWNSEX4sRXtLQkp3NoXMjVPtMWlmP7lcMjF9YxIlrFncZstc8GcAumqIhPRJl/toobhicLge9vYJ1MUxrcwMnpljeIe9RK6Wp9SqMusHiHkV4fZHCbocn/+wGvIjP7E0+wYKmfSpJ3ysuiQmf0ocqLOwzaKVlkiuv9skcVXSc9a64uABEpk0GXvDoPOLzf/7OP2FXNG5EyA+LuwwmD/fjhkXn2kornvyvN1G+qoGTEJF54rLs2z7yq09R2Kzpe6m4wmJWpL4ew6iaKFe+u2aXTO6ReY1dgcGnNYUdLrP7Q8zdqKlnTaJzmtxun8qIYuiZFkYb2mnZq4aXfVIXhHjiRhQzNxiU13v0vChQKUDHCQM1VKfRrTBuW8aqi8GF2YLY8SCzN0Ng3qbVAcX1sgIwHOh91iI6adDMKsyW4tIHA9DbJD6liV+waGWCjFw3yfh9JmbZIvZilEBZUe1XOFFY/Z02wbwiNimN+8I+k/CMyeFLw3Qe9ZkY7ySyoClucan2K8KTthgVNDTFrS7dBz1mb/NZ2O8TuWzT7JCXOJSXhqOVVjT6PFJnpGmPzPv0vmgQLPkrTlyaU194kNCSSKgaP+gmUJb70a4q8ts0iUtCMpq5PkT/S+JY1ezUNDss4vuWyJzwKK1a2bmHNaUD3YSXXYFpPXHRGvqhnA2zBUbbJ1iAzsPy1/I6j/CZEIf/1w6sqkHmmMKNaKyamL+ANALBsg8lG23Ks8+c0CTPmUzdGqDaZ+CHfarDPl4YlrcpnG6H+RszBIorMPZaQdam7ogSyktxjswZlEYN0PDK3/4d7ZhBq8On0anAV9iXQ2LxuMrk5+9/isJ6eY6hgsiRlKvJHJPdaHTSIFDWBMs+pVGLypDYZi7sMyjuauNGYeYe79+sSz/1hVMbopFrX1chuGBRG3XFc7IltORaJYTZBCcCqXNgJhxKm4RIcfb0IHZNESxqvJBPcYNmZGSRH/7gGtLnPVI3zGO0FeEFg1qPQWVI4Ubhlb++ivxdDZodBqXVNqmLbewaZF8J0HFSUVsnFO3IvCJ+wSIxpgkWPTInpDs0+hvYwzVq/WLVZX8vTX5TFIDoqzHyWxTG4Tgf/cWncJIaq4Fc6MfShGfkEuo42yK/IUAzI5DV4m6L+nd6qPcq3vf7z7Bwp8OpLzwoWsuChZ6K0OzyyZxq4NuIZVmvwq5ApLNGoKwJnIigbY3OtjGrJovXahLPROl59ySNUojMERHzrxpa5PDvPyRdacqlsqNFM20Q3FgiftkkOm4SnVmxP8tBeWub6pCmtEb2MLmtJj2vGCTHRJM3/d1RQIguiUuiu4vOQu4qj5kbAzgxCM3JpV0bcjEbisU9Bs2sT/K8WLkFpwKU1/poUxH6SppgQZxuQksCo7cymmaHwnhD4M3yKug63GBph81ffvwfZN/xTAIvLCJssyUkk+I6ocDbNTn03YcadL+lWdpl0PiWPG83IhDf9k0TNLoVd2w7hfIhfsmisFFRfbQHN+0SXlSkzmvsilzwrbQiuKyJzkk3mzgRIPFYTNypfhwidOsSZkMsz7oPeSgPkhcUHSfANj3MsCeMawWhRUt2kgFY3mwzf7NH+0IClLgnRWc1wWWDdkqJ7rLxzhkKFDVL22yqfSa/+7c/j9LChozOCAwXmVHYVYFSzQYU1ppcuvWfCOalESyvAbPp86XH7sRwFZc/lKQyJCS5/EZTrCfXQWjZJ3FBkILyaqRwrbLEdzSk6XteJuvYdJvEBdGGTt8cxLh9mdCSorjDoTpgUl4l1nbReQ8/5TL8mMfSLrGCBKgOQuitKMGCJvGlBL6t0CbUtjTpf75I+riBWRdRPxr6X2ygDSgPG9T7pci2E5pgT534gQhayfRcWGMz9toQVs0gOqsobdDEpoQ4ZDoweWcINyyexJFZQQw6jzvEjgcpj5ikj1gs7/YwWnI23OiKBjij6HnZoDxk0fOiSaBgoi1p0ECmZm2CG9OEFkzU+5bpuGeGWr/AhsvbFFZTdqEbv/wAkUUPqynSpHYKCpsEck+fUNT65Mw7SR9tKMJ5D7OhqPWa5IsxKgMrphIhaYjCi5rFnbIGis6KjnNhryWTXRwW9gZXDEjKWHVN34vyThXWK9ojTXJ3iLa2stpn/jaBOfpeazJ7E4T6agx/6gKVUVmjbf7IaaIzisZVNTZ8qYJdVnSccUlchGx3mZ77J0hd8mj1OcLytsX72AvKtB0saIYfz5M+p1n/j59n4WohXikPomPC21BaVkD/9M07MZtKGnNXE13wMBxNo0velfJWITJVBmUv60ak+QzlFAOPmwTKkDgW+Dfr0k994fQC8N5PvoQ6Fid1wQdTEyr6hBc15fUuvY/bVN9bJnVJ4FOvZmEXDVIXPXTIo9nnsLjfY9O2STJHFeOTndKRvctH/1MXsckVI/N+ofzbVWHXWecjlDa6ODHEDLwmRXFpn0fyWIBWRhMoyeRr13yqAxaFdSa+CfaJKLEnYyQvwPJNLX7ld799ZQIobnYJri+RvuDx9YfuZOSxBks3SBFMXfCJzUgRqPxGmei8Ly/4JYhNyCFz4poHX70VVbDZ8sZHqexs4kZFb2g2FfmNYRqdmuIGTXxSU13jwqEklWGB2DKHTaLxJn53C5Vskxxro38vQ+xMgNxuH+VC7Z/7uPq3P0f4uhx4iuTbQfwA+AdTlDe4xG5ZEFcd5HI0ShYoMW3XSiQ5ue2Kpe0m+a0CiaQvONgV0WHm721QGYX0UROnw0dbmsagS7CgCXfVaQzKLktpKK2D/FYfq67wox6Vaxr8zV/9NVYDal0GHWddBrbOEygo0Z3taFDrlYN26YMBvJDml978CK2MJjnmEpkTu7/Rn7lAzysGrS6P+rBLKykHaO6aMLM3+fiWQE9WXWwOmx2KSz9aTWROc+aPtlJZ5VMdln1cZRX0PWNQWeXhBhX5nT79L7t4ITG/yG8SowQvtOLfO6FZ2udj/0uG8598iMoNDVb/zhnaaSneThSKlzrwlwPkd3qkTlgkL/rUeg163vDBgAeueZ7kJfDCYngRKvhCRiloIgs+1VXvYLVOTKZQNwqpiy7ROZe+V5vU+zTVQZlIvv2Jv8QLiVPUhz7yIhu/9ADNjDSSsUnF0g6bxJi4aF136wl8E2IzWuDZlqbziCZU9GTivgx+UNPe2JC/v6hw0j6Fj1SJzvos7QgSnffwghCeV5QupantaBA/a+PsL+NENR3n2szc4aMqFqVRG7Ri4AV5LxKXV87SBs3Ee4WMVtyksWaDTNyXwnAheVn2fdFZRXUwKN/nzipe2KewQUg6gQNxcZ+JKXrf8KgNiEbXaImBux/yWbylTea45g9/4asEisKU7nrbJ3usjntnkWqvRaAkelyjDXfsOoHRUrgxTXRWMfNRh4989DmKawzMlrjWWFVFOyX3CawYFrhi49js8bAe7mDhxX6qoy6VYUVkVtihgaIiPC9NHb6cs+ZQGz3cwC4b5Hf6DDxXF2h/xmDuWsXCHpEgKQ8yT4WurLgaPT7Jj08TXvbxIlrWChFFKy271cXbHRJjmuHHlrErmtmb0qDES7mV8UnsXCZyJkTkRJjEZUhcUIx+Uz7PxLuCkHAIPxPn0KlVdK3NoVy49MUNtBOQfCbC3A1p3n3PGxTWWRRuauI/lmHmsRFKIyb2ok1kbmWnW0H00ac1/+d//Ccm3t2BGxZWePK8gZt2yZwRYlHHCUXX21ViU4p22ic6pymuCVBcY1PrMimsC2BVYWmHRWDeFt/iunAIojPQ/bZLdZXH7I2iJ290/zuGahXw1QP7MVuwsN9nzb+6IuqNK3ZvuUxhg0nXl8PM79dyECdtlAdz+xXdz1ukD1skT1lcWsqiNCSPBnAjmuRxm+Jag9I+ceOITUjqgdlckYYswuBT8r9rfcJaHPr0BWJjFsGiMGm9IJi351jaaZA9UiF1yacx5FBf25I94KUG4TMh/vCbP0N1cOXzhD2qS1Fmb5CiM3NThNShADv++AHUR5coj4h7hvt4lvKQQeqCWLT96u98G20IvJI4t+JccyFB//dtdMCn5/UGkTm5tM22wKvVQUXXayZWTYzPvbDAWdWFGD1PBOj/js3knQHmr4kKDJYQj9TKoEG136D+Wpax93yZ6pDoVTOnXZKnLJqPd1NcK4Wmlfbpekug1dJamQ7jkz7RGUVoWfZ6N3z4EE5U/n3DgeChKPHLormKXTKJj0FgyaQ6As7FOJgasy62aG5XG7Mu0FL0sk3kcJgP//2viynGAFR7Tdr/2IO3s4J9LEbiVWFPa1sTGzOJTkPvdwMYbcXEfbJPVb7izEIPi3e3iF8wiY5bVzpnN6KxSybBFQbo6p85Tzspn7+xvSGM1i6T1GnF8BM+6QsugYJ09F1rlml0K+yiwfQnhJgSWjRIXIb+F3zqAx7lW+pU+xWBvFgjrv3a51HjYV59eQv9L/oUtnrU+2D4CZehDQuEZi2qw1rgrDiUPlGmmdF85Yd3oDzQMZd6n1jJNTMKu64prFdEpt4JPsqccWimDKqrHUojFou7bBb2hQjmFKnzsPmGi/zKZ3+JwmaRZjz/e9dh7SxiSJ3Cqmvqow6pCy3cqObgI9tIX5DCV+sXSZZd9Zn9WBuzpQnnfIymInhSvKSduEKbGg4lQUHvqxUW9xrUh1zKa3w63wZjLkRlo4P9WoKBF1zG32OiGibX7j1LsKxJXIb8epkAGp3CYE+dVQz82MCqK2LjBk6XIyudDkW9R8zwi1tc7JpPO6VhLEpkxqTrsKYx4mA2hFnsxCB+bAEvI8YKqQs+sXGTwR9D9GwQJ6b4ze9/HAwpKqVVJsW1YZL/kriyMvAC4CQUz7y1jfCSwonJr5t6Nsz3vniLcB8MuP7O40TmNYmL6soEXdgsk5JeCZjQhkyr2cEibBWJmptyic2spKOUFKWNHvVeTWgyQPSNiKyuzplM3xbBTzv4Nqz5RoXh6yZxYuJEtLRbE91cwIv4dB2E5UcGmLlFiFORWUV5teg1YxOQeiNAvUdx6Wc7sGsrnBIbqkOQOqtoOha1IVf05xnZVRbWyPcTmVcEQiJpU44if6yTVhoWrhbuQOPeMmZb84Onria8pEm9EqK4QZM50cILy3MoXNPGampKG70rK6DfePjnZTLsVnhBRSjvg6GZfq9HdFYsOi+/N0o7IdN5s0ManZ8gNeFlX/a1dTGFsBoa3xTD98I1bSbvFeeutdumcCOa6PS/YzmKXdVk3zLxLWGbXvxZm8V3N2n0+kz801o6zngsbw6AAU5c9letTo/0aUV1wMCuCylEHYvzmf/4A8yWRlvSpaIhnalQH3EoX9PAbCtyV3lURuT3XthrCq3Zg9qQ5vz31xEoyy4qWJZ20X8qS2hZcf7jMSpDBuFJm8B0AN+Ei5+yaGxooq13OpfO5wLEztsMPyFkj59ox2oDmvnZNM3RlizXizL5tpIG7azHX//R/dQG5NcwmxpjXZXQuhLTd2pSx23G3h2i+z2TrPnXJnZVEZuQ3RcKqqM+1UFxMQlUfKxEm8W9MHWfkKB6Xq8R3l4gGG3zsZ97hvraNrU1DrFpzda/fGAF9jVY2Gde8aOMT8rnj84YvP7nX6LaaxKZheUd4swTWfSprPIZfqLB08/sohUXRmugrOl5o04zq9h823mO/+aDOHFFdu8Cva95hJcUwZkA8UmNVddkXwmwau/UFaaj2YJgHqqrXdp9DqV1mvm72kSej4kt3DDSzafaKwxKxcy7XbJXzaMc8R39wDUHsV+PEzodxmwKCUGXAivPdsU0Pq9JXvY59tpaAOauNYi/Hqa8WiY4u66p/lKJ8rBF9qRLZW8D75FOkS4sKJIvhKlscAgWpNuffK9PaMEk8WxEGr+0R3XEJ7ahwPW3nBCD99UWZsOgndSM32cycalLZBSnhZzR6HPp+HKM+Ji4TNV7FIHZAMl1eZoZgXTNts+5Tz9EePGdd27yTgM3quh+WZi0sRlNdZVLfcAnv02z9JerqPXa6IhHZFZMLxqXE6QvuNSHXHJ7PKKXpdgmL0rzUxkwMRzoe7WJ8iEyVaHrkRDlW2vUekyBzLr8K1FdypVnb7Y19YEIqbPQ95xizfZplvYIS91esmjsq7G03SY0b5I9rDj91Y0s7BfZVnVY3rlGt09oSWC85U0mrS0N7KrGytmEc5pQXs5283eKdL9ikN9oYbbEvMNwYPYOSQ5yo4r8JpFQzd7Vz/BAjmaHwdIeuUuWtknKijZgw95xYtM+7S6X0JK+Yjwu0h9FZRTKmxwiUyaVtS7Zw0LAamYVy3tcGjvrRBd8Dv/DNlIfmxZbwfjKzva4InXBww2LK1hhk6LnoIf3wwyp70VZ/eVJzKjsTc2moufNJlZFJDRmE1IXHZqdPolJF9/WpN4O4kY107cluXhsgMTOZbHV62zSOJZm4DmRukSWfEKLFolL7+xJK+tcSRgJKxqdmt4DLs2Mwh9p4AUUq/dPYLYh9FiSYE7Yrb0HGpgOBK6YvEPHd6MUNwr3JJRTGLtLBEqiwfaOJWknFE7GpZFVlFcJs7jRaRObkl+j50mb/FZF5xsG+a0SCvATbaVYBGpKqwwCczbpTEWGnZzGi/tkT7ikT0FkUfTpXlCKpRMV8qZVAwI+pVUGxR0Og0+XWPMVj8EnFeFFn+mnhvEyzpU7/v/t56e+cLZTon1sbm5QW+1gF02CJyMkLigKtzWYvU+6q+xbBuFF6QhTJy3qPYrgdTmq/Qp7IUB8QtNv58lf5RBcVgTKQmYxHs1I5puhafY6xC9Y8kI6mkBB8HPfhP4XXbygLN7rAwJJ1QagdVOZWr9P59uKzG2zOAnRGTb6XexFW7xkp7lySPJbod7nM3+VjRsSp3/lQ/I8WMs2kYR4yS7e12Lo+4uECj52toFd8zEcRfqUgrvyWJZH8IdJVFuROb2yZ/jKAJfuD4uZe0B2vs33FyHbInkB3JAs1d2KLRf8eIBgERJ/OkP7jQ56vxLkR793M0bZYuyer/DFP/hrSU/Y7hFZEAZdrV/Mvxeukc9T2SLG39F5j0BFc/lDXyI55lHvNggtGOQ3h0lekG68OiDRTPPXRnCjmhMvr2XrXz2Ab0HhlR72/8EbxGZ8IjuXccMQn3Jxw4rZHw+Jo1JZiml1SJM6YRGYs6GrxcjDQvjQpnS7dlVx6ZZ/Et/fNT6hC0FKjRCxCQO3w+X1P9rHhvefQ5vSQacvuPS8LN2l0ZZLPPieRQorsUWGpwgUxUEnNiE7w9Jqg9jfJKl3i1FF9GiY8qgkQ4SXfMqroPc5ySss31Mle0Cw+ticS8c5j9CSKe5Xfx3ljR9sI1BUtDoE1gwvGNglYZi6ITn8XYdcEuctJu82CBU1flDkT6FFBT/M0OyU1JPiKou9//nztJPvdMtdBxXK1YSXxURieYeckeiUweAzHh/9ox8Krf8VG7sK7Q8U6DmgKQ9bxC5ZDDyrUK6cA7RAi5FFn1ZKMX63MFrH35cm+Pk57GMxuThPyURoNiAyKwlCyodal0l52CS3T3Ii+U9pzJ4Gy9u07FxfjxKflFVMM6PQliI6blIb8IhNyPeROiv2idW7q1K8s0Xe+8sv0P+SS36LmF7YNY3+xy6K6xU73n1aGpO1kD3RJvOmzeBT0EqJzjKUk0t/8kwP1UFN9pCinfBpp1fyUzsU098bpZE16HzNotmpSE448t0OCu/CcBQ714+TGPNJnLOoDq341WpQIY/Ox0O04wbxGZelHwxSHjVInZfvp7BpxVt21JfM1rYUZSeuWLhOM/nhYfycSJHa/W1yW0MEC4pgXmOXofTZCqGcQWG9RTvtoTyNXVF0HWoRnTYwvpUhtKRJPRsmMgf59RahZZHbhOc19T7Zx/s2RCYsyquh3i3Q8OzH21gNzfA/mJQ3Oyx+fZh6l6JwWxMvBPaeAgu/0WRpj6gBQIhdi3vEY9xYyTn1jiaxq4rMcU32uEdtxMOoSfMVn1jZiacUtV7J3210GiQugP5wjtQZg9TFNkbDIHPKoZmVdKHMaY92r0P7pSzlNbJaWf3NNnPXmuS3rryvyE46NmuqCPoAAQAASURBVOewvE0TLGrKa30ilwL4QWFLj78nwcUPBwkttan3GNRWO1g5m3bs3/HEadYFlrDGQgQWLNy+Fmi49RffIPpmBMo2tRGXwgZhTibPGYQKwkJrHsgKo2v7Irldmi9O3kpwOkA4J/h5YacctMiCT+BUhK5XLaJzPqnLLs49ReJTPvFx8dmcutUiNq0J5z2UJ4SdjtOaRi5C3ys+ud2auYO9uF1tojOa9AlTDvKGIPEpj+EnZSfoRaUARuY0qYs+5c0OkUUPJ64whmucuuZhYQEaPu/9/gFJHxiPMn+NovOIS6jgU5xMEX0kQf7GFj2vKRpZG8OD8ohBcFlCmZOXPTERfyRJ+ESY1P0ztJOaTQ89QPYNi64NS5i7i9T2NDjx4lq6jggut7jbJHHeYN1XP8++oE15vcvw45rysEFoUUKDfVujHHmpBr9vkr+jyextPtVBg51/9ADNlEEzK/Beaa3AJF4QWgNtWqMtEuM+ZkvRsWsRfLG9avZ4PPLkfoprDYLfTNO+vQy/ukTqkiOU9cvCFK0Oyn4DBec+9RCBi2HqXRaReYGSav2yo9r3u59nYa+BVVU4m+s4x1NUtrcwaiapL0xy8eF1ROZlD1UatchvkqPQ6PGFrfmPWRIT0nF6QU2jXyDZ6hBUh6XpKg9ZrP7qAuF5g/ikR6AiYb+hvAujNQobxGEoEmqLuL4htmuf/u+Pgg+FLZpmxiZz2iUx7osr1ibprtt9DoUd0v1HZ31mbjRxYmBVDArrjSvdfqAishI93BDIz4fC7Q2qW1tXzlBhvaT72OW2NIJBsTez6prJuwz+9Pl7Ka0VL1fD0ZRKEdoxg9JGl7/9/INUe0zaSbl0Fq8V4l1+s7rCVjVcTXRKM/fSAMnLPlZD08gYdJxtgoLD/+UhAiUxBiht9rDLmuHHNJURxeyNcZxikOi0QaNbX7FwcyMyQScmXCFNnRNCDUB+q8RCeZdiBMqa+nd6+OdnbiK3xSZQNCiuFXP/5Q/W8EJw8hubCC2DubHC9E02Vl1TGrXQtsgv7HuWWLxJfF8NByKLDtmjCj8uzz+UF+azExXLRt9iRXcIlVWQOWTSGmkx9s21lFYZhJd8mX4Cis5jbTpeDTJ/m4t//zIT75OmI1jQFDbI51G+otpnYvY2JFEpJkxk34KeV+Q5dx2E5rYGqmLxwOe/L6zq9VC+toFl+qQu+rQTmuikhTYV1Y2SmtLKaHK7NfntPvVuRWmtJnXRo5WWfSVK7jGQ/NLO4w7JC3DhEw/J8x6PUO9WlIcCJE7buCGZ4OIHwoTnFZXJBKl/lpBuN7QiR+mSc1XY4V5ROpz53IO0dtZYuNVhaYdJaNYkmJMwdmmQNNVhIStVB+VZKw3Ojzpp3lph+rYAwz92qfZZdB6R1Uk7ZmCGpRlUriJY8lnaESa4oYRdFts8LwBWRQmreEycn6KTBsGiTNjlTY4k6iybTN4Zxq5o0odXzDrC/44LpxeCQN7EW2GCDT9s4CQ0L/311dT2NYQIdNJCm3Di1x+klYFAxSc6I7IOqwkfGz6IzrRZ+tYQ2hAtVOdxh5FViwSXDSILDp3HXZb2STzZ8kaL+vkUB/7yS1TfW8YLCSRSXqUorrHoOohkGBalGJaHLfyIR9dhn9iZoOx9QkpyNxua5c0WE/fKo45dMrFqIgyev9Ejfs5m/t2isVLnouz4kweoXVcl+XSEP37hXlpXVcke04SWDCq/WKKwziR52sS3FYm3QrSSioWrJPDaXNmjxKddctuk3VrepjCvKTD76gA9B31+4yPfo7waas92w4EUxmSInjc95j/dBF+T3rsoz7youPq3P0dkyuLFv/8Khif71dQlF7ui6HtVDtvMTQZ+McDQ4wJNBUs++a2adkYSB+Jri9R7BV7pfcbCCHjM3u4RWoTc8S4a3ZrEWyG0pcnsXCRQhMJ7awSfSrD8dB+z11uYTU1+g0l0Xiz86t0GpbU+W//yAVodHvEpgbfNNkSnFX5QCog24Osf/V8ETkZw4j66aYIPY0+NCox7X16kGSHoPCrf5ejjLVIXPJppg0DVJ3tckz2mWbN+jlBOhOuxCU2gIqSC/FXiODV7l0d9a4N6rya/IUD6iaiEHu+sULqYRrnSPBgO/OnDH0TtKpG4YLD0vgbNlIkXUGROe3QcMyjscrGWbPqHl7FrEpsVmVe0E+K64oU1e+86SeosEvB7U4no6xHil4Wd6TUsdPudo93zpofhQXUwTGmTR2jBIr/Do7DboeOYgVk3yB7X1Pqg60CBaLzJ8nbNr9zwNL/9+5+juE0yGVspRfYtsarsed0jlJPJRowUFFZNCCZmU6DOydtC+DZseugBPvOZH9Ho0WQOGbQ6FKURmW4DJU10wqKdkt1ae2ud1EWXeo/Eui3utDB/0gP8hEzTFELf+U88RK1PxPsjP5RUo3bKx4kLV8E4ESc8r6j3a8mrfTFB9phm8Y42zYzGCwm5r3Q4S+JYgO43wWwpCusCmC1NR3eZxKSHVnDu5x+S1clok/qQS3RmRTuddoXlezGIk5AduRuS869NmLneppFVJI8FiPxdiuiFANV+8e4NlORiNhuK0hYHdTFCvVeIfgTE3Dy/SZ5vYZMi/lqY6LTJ//z+e5i9ySd5AayxENW3siuxbWCXJZQ9djrA2M9pMsc1oQWD0JKJFwLlKUqjJrFpMWrwgmqFuARG3aA0YlNaDw/MXE1iTBOZVbQ6vSuITzslUiOzJWfMrBtUBixC8+YV3aPyFG4IzJhL8jw0NzW49tc/h3k2ysDjFq3+NlYDwjlNZZ1DY8Cl54Ame0QTuX+e8JKi/yWRyVVGNfZrCaJTiqVtASqrYPl9deZvdcVg4lCYXe89SWhZWNONbk3wR0nsqsTugextm2khug08XydQ0mhDYVc0Q48J9yM+pskeF35IaX+T6JyYlPxbPz/1hRPLJzapyRxV9B7wWdwdwOlwKY8qUs+HcOMCy2SPajZ++QFaHT6T98nLW1nl48Tg7x+8j46XgzQ7FOElRaNbMXGvYvxSN+aeIpk/GKfaZxIbNwkv+jQ2NOk+6LPljY9SX4xKl25D5xF3Jcl8jpG909jlNqnjFoGypuNti+nbNK1dVblIwuKOU+uV6SR+SQpZctzDqgs0YdRlZxg7HCa8qFl1/QSlrQ7ZRyPk9nqEOhs4TYvi+2rSGX+nQ6auEWECBoua8mqxDHOiivIWh/ikTGOZUx7Fa1p4UZ/W8RTBPLzvD57hr//u/SQuCVxc3dDGqilaSYO7V51i9oYAxj9mqQ351Ht97vqtl7GasPFLDxAoCinh6j84SKCsr3hJhucNIlMm89eIO45vKfywT2RSYqdqp9PYFYGJnYjCvBwmdt6mlRZItOMkVEd8Vq2dZ/loF9UhjToVJ79PIHgvpNGmor2lzux1pkSlOdDzuiQtRCdNcr/eoD7sUhsQxumOW89RGVIkLsEHn/kPckgXDGKXLMILBq0OyVaNfzlJYSMkx3xyW+X7mbkhjBsWE2xtSGZfO6a4dKYP4/05tKmwG1pMyzuVaMVuWgalsSZDeDGfxKRHfosQpdrzETDAFTUS1e1NotOa4DMJ/BW2e2GTkGxq3Sb3feElIuM2aFgqxfBCIlOo9cuhXv3pc/S84XHgwCbsumZpu0VrLC4EtzkPNyyQa+atd8hB0d+YxnA1i/vEerHV6ZE9aJI9IJe60YLlLYrwoqK4NYV7NIWfdviXB+8mv1nR/4zAyCioDCsaQw5OzOCGX3uD0LJQ/AMVYefWBhTBiugH7ZoU09R5ny8+djfOaJPCrU1SF+VCc8OQutimnRBWafHWBsnnwyzutvC62xTXmDT73JWcS654u8YmFUs3OKz67meJzClhnw4ECZSg+yCoITH07zjj4YUgtRJMYDia6oDBwKMWTkIgUbOlCS/JX0M5h9ZoS5i2EUXg6x3Uug2chGL/r3yW+KTGWAqQPG0RXvb44MdeJDRtC5lvpbEP5UTSFVoWxzKrrnAS4pdcWGfhBaE66lFZ5ZM9Kczn2LRm4McGhiPENSehSR8UZEz5CiciE5UXgp7XG7gJHyPu4EQUwaKiOeDQTIuxRSsj64ZWVgwVrJZPY0B8ctNnfZIXob6jgV0XN7Vav+R2OrEVT90JF7enzQs/3EVhk9xhPa9J8a71K8ILmuVrHbygWOpF5hXVAU1kQSZskB1iO6n5T7ueJFTyMGZCuEGFs65BPWuQPWBjVzWVm+oAqIgrQfGA+mIn+FBaE7myekmMe1SubaC07PrbyyEGHzNITjgEypojj24hOi+KhORFsFZ4C8ubRfIk7nDyZyqsD1NeKyz0n2TZ9rzpktulWd5s0o4rWAqKO9O1/zcXkf/t56e+cFplSUwobBKChhvRBOdteVHDikDRYGm/S2XYWGHDGlgFi3qfZvhHDrVVDoajCX5wgUBFDmtzqI1ZMxh795fp+mKYhT9ZTXLMwY1AYaMiMB6i1mUSDjh0vmFiuJrIgmLqXRDK+5z7ozS1r/SzvDVCZX+Dpf0u2aNV4hct/n7fV2luatBY38SNaumqhmVnABAsOFeYeGu2TZPf4VEZ8THfnaP+Z/2sXz1LZdAgNmYR/2GMVf8ExpE4VhM++B+fptnr0nFCPketX3ZvbhSUp0kdscX+LWHSTBtET4WIXTZJXILSVod/ePhdWI0V275ZA7Mg8LPd0Dz56NWYm8vM3unR/Qb0rV/ka8/eQPZYi/CidKZeEL57eifVQXE9AkEEzCZ0HRJZhBuC+AWL+qDYhrkJsf4LL0l33/2WR/fbTdppX1igP7tAMGdw+XwP0SlF36seoV15YmckRLzjuFzKqWfDBEoKpTWJe+eo9RhkTrdodGuSX44TWDaJjRv0vF7l9Hc34MY0xa0+idM21V3Chq2NeLQ6NNnNSzwwczXTH3ZInYfKkIFaaS5bGZ9Q3qPZpTEbQm6p9yq6XleYD2eoXlvnPf/5Ofb9h8MyYRcUpctpYqeDOAMt+p4XfV3muGbDz58he9ggMivZh6d+6UFSB4JU764SLGlisz52QFji8ozhm9+9ifCixu1u086H8C2Nb8m+sJ11efP8KKVRi9QZxeJeIZeFV5cJFvVKcLJPYZP8GX7yc/b4EAt7DSIzQhizygaFTdIMGg6kzoNdFocY5YuxSGAmsBI47IoEoc8hUBS4vetlC+tTC3z39X0oT/b0yYsNwvPCCWjFDdywotnpr5gBiBNO54+DGBMhnIg0tYlxibuLjwuTNXQ8wvJuj2avi7kQIH3eo+OISW3AJ7QMi9f8JLYKYmcCDDynUVqTPWjSTkphsRo+0ZdjkkyzwcRoi9VebEpTHRBUZvo2RTAn+zXlyTOs9YuHc/xYkOWrXVppRbVf7BS9oNgJumGITonZenGNzb+8dL2k1yDcilZaQputhjB/C9e1xPJvWshD2RNtMqc8gjmT1d9pXElHaaVEuhWd0WhTVg21frH0BGh2e7RTPtVVHvmNIVRbEQw7xOYE1g/N2EQXPGIznjQInhQYL6goDVtExyUftbBRUVyv6XoiSCMj70fqHBR2eNSGXbp2LNCOGwTHpHCYTfk+gwWX6pBAueVV8mcur/EpXdckdcnFaiiW97evNILxKZ9ASfE3f/N+qj9fYuBFl1qfou879pVovOImTfKZCHbBwlgIUs+KTV+907wi3SttFmbu4m4DreWecWKayLTF7HUm81dZ5K9vUe/xqXcZ5G5qU9wgWnIvKJNxZZO4vjWyivvvehUnoRh8WlYW5VUwf41i9nqL0R84tFM+fe8fx3BlFRe7+O84yNqNa/w7CtJlOeCNNq90s8VtDu2Ez9g9X0Gb4K+v0sr6V6yc8puCgsvfVWTpaDdHfvdBKaRBDy/h8XuLW5m5Mcj0bQZjH1ArIa4aJ+Fj1zX+YxmJnhmCZlbT+YbJ/C0eXjlAbpu40yRfDpE8YXPpfnGH+dQPPkdnRwVrRkgT+d0u7W4XLyyHvrA2SL3fxwvA4veGSJ20yBxT1F7tpPWFPOenujE86HmjQXVIMXVbUFhi51wePHgzfSM5nKh0db2v1lcOCRSualMb0hR3tClsFMalG4bf++zDFDZC7IKN8iF7/xReED7+qafwImL6XOsSiM96OYlZtCisM2h+t5v4ZYO5/UFq/UI2is5o2W1sKpI5Iq9O9/5Z2TN1Gphtiduy6prAsknmBHz9rgcxPFnct1KKyqDF5O1BgqMVQnlN4ZUetMkKmxSaaZNUpCGi/2UpJvlNIj/ybbnA2l/tRptw+SNimD273xLnm10tzn86SKNLLp+Ow+Jbm+mosueDJ0ieEZlJuR7imed2ErgYptEp7Ey1YhJi1hULe2y63vYJz1TIHpdw3NIag/nbHYxLYb701o08+dpOfEtR79UEcxJ43fFykPKwyZN//Bc00wZvvrxRYOukpjoCo9//Rcw2tBYjFDYY5DcYGK8n8YL6ypTS7HdodCqshQCRSQuzoRh9vCXSnQs25rJ9xS4vcVFIO87xlAT/NmDDngnwpbj85Kf31RUNYE6gN6enTc8bPr6tWP+e8+TvahCb8QkvIju6nMiSjBZUeyU9aPXXPZTWdLwpEVjeP3QTnjZXPE41U7dHaGU0iXE5O+W1HokLioFnFX0vlaSD3y0XemXIIDhaEeJeVUK+l3aKZnbk+z4dh00yxzXTd2ry+xxiwyUMVxOeEVTAqktxmrpb00opSivRo9oQjV5lVJM9ViG8KAz6dqdHqOgRLCrMtsboaNEcadPOeLRTivid83ScFqZs9p5pImM2HWccrIa8b903zFAeNqmMSlHSllzMwWWTZlZT2KQJ5g1WP9LCcEXC5oYhdCEkkWjzktSytC1ArVscpy5/IEytZ4W9osCN+pTWyWTZWtMUO9Euk+RFn9XfboEpMHdl1YoP8dEEs3c5lFfJhLn0oQaFdSI9S4wLxyNY1DR6VkiJG01CS7JLFBN7ib2r9yqUo+g+YND+djednxsnlAN7W5HInFh2jn8I/LV1Mm+ZeGFN7EyA9GkJZ8htsYjsybHu7xyCBfm9yiOGOG0p4MkOCuts4lM+s/e3qfcout6uoS3N8o0t0qfl89QGFNU+gfHrQy6+qbATbeq9khesFoI4cTj/yYdI3zCP4clueOB7Fp2HoDqoCV4OElpU4ry1JETGwR8aMlmG4HvfuZ7wks/Nf/UauR0ShTj6gxZGS7G4O0j6tGL68RHSp1YkVP8f1fGnvnDiKzr/Vxgj3cIfbqIXgxguBAoQP2fzsVtf4YYHflHM0V+JEV1dEv3UOU1lRJhereMpskc1u//r54mO2bAYxCpY/LeuEzgJn+7XRSOoPCE6dJxQVO+tUFqvGXm8SnxMJAbBso8dbxGZsIhNQaigye+URXviksAZ/+H2p6m90IXy5L9JH7Hof8og1C+taf5qh+S5FWLN/ZcJL/tYH1okc8blB1u+Su8PbXwbFvaF6TziCovukzWKqy2yr9rUH+/BiUkRKa0J49mgby1gzwfwhxqk37ZxE5Ld50Y0v/P0h4nMywXb2Npg7okhUhfafOd/3oHd0aQy6tPMrhhw92uiUwa33neI4jrRmZpNBKLb3KZwZ4PIkk9lOkFyXBZPhSf6KK1d6SK3OTSzAqlZdenyfuHBL2A2NX33ThCb80iMy77M88SpKViQeLXYuIEb1eTvaJB7uh/DgeU9UtgDJYkYcyMytfqWMApjZwMEC9LRm21F9pUAZtEieQlavQ5OQhjA+bMZDn17K1ZNopP6/jaA1VDEJmVP84u/+Dhu+CeIgCJ7wiXzq+Nc+LmUwDfdLu21DeIngnQd8TFsD7ItMKBv2zzZEy6psxCfdmh2aq7+59+g61CNjlMQmTEIFBR6qEH2LZPlnT7drymyV81jOFAb8ojMG0RnNEs3OqRO2JIbWVW0srKvW94YovOoy30ffVV2TR9eoDYoujW9MjWWrmrSymimfjBKZF4g0p/8lFabuFHN0i2ia8y8GqDZYRCd9zj//XW4FZvcdjEkD+eE9JQYE0/U2oCilfGZvD2Ibykqt9QwHFjYqxi4bZJ2QlMdUqTP+Vg1RbDoMX+9Jn3KoLRBVibz1ybxwmJ5mTnjESiDPppEabFDM1oKfyVyLb8xQDslRhnhGYvBxwyco2nqvYr+F+VDFXe2xQu3YdJY35LkIV/8c4MFSF6E4voYzYw0I6E5i3ZMTOBbKYVXDpA6FBB7zrRmLpekPGqwcJ1P4yt9uGFNvduiMuoTnfOZO9BPfMpj4Nk2lVGfzEnZ+SUvSoHq2LhM/LpFan1Bav0+TkKvSHDEkH9ph0Hg+pw0FlOuEFly0tQB1Ht8Nu0dl6BvU2NNB/EiPsUNUFpjMHF3mMxhg8zHJ9EGvP++12iMtEkfDND3mtiQdn89RHhRCHLBvEOrwyO/VRObXInKe7FBOwVdb4q1X2m18D86j7qkTwihynCh+TvdOHGJaQzn5P2LXgzgFINURqSRcOKi7dWmZJi2Xstyy1dep94t95oT1+RvaFEZ9WmlFYYjOsyuH4TYcfcZxt8dQUc80geCVAZlqjXassbwLTFpaScVsZcj2BVFc7RF9oigBWv/9fOUnhN0KrlvkXrWpNZvkLwgEWeBkl5BT6Tw1boEWWisa9H/srjBff3btxCdkoSYy+8L0upxcPdVaMcVdk3T8/MS8eaF/u2y9FNfOJUDk591MSbDRN8O07k+R8fJOmZLE799nif+6gaWPirxUJlTTSLfTpI55VEdEF/RjnNihVceMShu+knagEwZG//uARIXJfOyttpBaYg9ME29WxF6Nk5kxqA2GLmyO3KiisiBmJiPR0RgaxdMQjnIfHAaJ6n5xl/cSb3fJzKvSJ9vr1hYGQReTsgHcpXsJ/OK2a+O4n58Gf1wJwu7Ta7/59+k3ildbCinWdphMfItg/ijceyaXJR+AP7sc/9AM6vJ7RLXD/V8msisQk2HKW7UqJYisiAC3uiEQB+1AZ9orCmuQmsD1HoV5ukYyhNCRb0Xut7WxGc83vriLswmtDc06D1QJzYJ4csB+r9m45vQcdRg+maZqJUvbMnmvipDj0tUlhMxCBY0e+8/TufRFk5UMf30sOR9BhX2zTmy347QXNeknYTyWmhlhPQSPBGhNuhRG/BJnjKJzfiEljX5rRqFTK7L22VCO/FrD0qahSnEksqIdK/L17ZRLYN7PvEqozeNM7pjhtqgjxtWqNEaE3cFaa9pSDLGhjZf/eN78VeLR111Q5vCWouph1eJptOGxCmbzieDBAua4hoT05a9TXGzS/HpXqbf7xKoaeavDqzY+Smmb4lSXCfMwNqgjxoPS1DwBZOFqzU39VygtbVOeF7gxMoqwFtJobipRCvrk7igyJwUX9mFPRbff+Q6QjmDxK9bV1xsEpc0P/OhF+l4KUhoSdHMaBrdmtq+dzz3EmM+fa869D5hgy2X687PHMeJGNR7NOEpm/CSQHu1XkVkyafWL0bZoWWRfzBap9Gj6flGaAW+U0w/N0RsSopV4tPTKwXVJn5JpjOrpljaKalE4QVFYadL69N56j1C3qn3Sdi8v71CsGBI8ocpE1uwJEzmWrdMXQC/+69fA+DAHX8lk11MIN3YtE87uXKpR8X3eOldLZpdQrDpOiS7KqOtyZx2GHwSirvaZA+Kf3LfdwPUhx2GfiiwPeuEUzDwgsfcnQ5uRFNca7K4J0j6lKKVMAjuz7Fwi4sX8ikdztL8cRfFNQZ9L2ui0/LctQGBkotdU3hPZ2XfGTFInxA9Y3VQvm/V3eLCc6sIrS+ROS6T0E9WLPG9S+K4lVTMPTaM4cB3ntlPaDpAeY2mmTap9ctdkb+xRaAEU7cFSFw0Rb6joeOkZuI/eHQedVncJ6Qc35ZkocJai1q/xBPm7mhy8bMWm+49R/aFIHbVI3HBIHPSJfuWSfKSIDKtoRb5rYrY+gKmIwqFv3/itiva4a7DPpFYi9RpyfCsXC9nrZVUnPvqBoIFhR12qA5BYsInPqVpdvtkXwiSPSGIy60/9wbFLT71IZfwxSDFdcKyTp2RM2rXNMa/ZCmtXYFkR2XKL6+GNbdfJrwo8ixtCMvXngpw8ROyYzbbsruNT/qEhiskztokvx/Fv65E+10lTh8cJXNc/z+00P/7z0994TQ8SD4dpett2ZUVDnWS2xHBjSjKz/XQTik+u+kVSmth7poQC/s11X5JV49NGcxfZVBcY9Lo8fGTDsW1Bl7UJ1hQOOvr+AEordWEpiVB/dz5frydFZQWqGP2esXsfpPQsmZ5q6SmR+c0tUGf5F1zGKurtG4uM/7WAP0vutz5y6/ihz2cGCzsCxCoasw22HfkAOh7Vqj92pKLPmS5/MF//QeiM2A1FHf9wquEFmWv4tswfZNFI2tQGxCHC6MN//lPfx43prErBtaGMk5Ukhi8iM9nbn6B8KJBeZWidk19RfAuEpj2sTRuxsVsyYUemdes2z1JZM4guKyYvdVj5jZNfgukz2kyT4WYuzaCXdPYNVjeauMFFM69RckNRZ5R+ZoGjEVppk3Ko9LtuVHF+f+xmeH/dp6+V6uEljVDjxoEiy7BhzvIbTXJPhekvrqNG/cJLsPgMx6tjI/yhZHoJIRVCBBcNthz/VlKO9rEpoRGv+brnyNzqo3yobRe0077pM/7BKcChGdNHvvmdZw9PsTUawMkzymSYw6mKX6cscNhvJBi7K6/x7chdkCwzd5nLNHUjcjeNnFZYzVkcrJa4oo08Pe2xB9NWFQ2tdF1i2qfgZPwr+zMmp0+7U6PyB0LpM4qDEcSMpoZGH7C5+E3rkFNhhl6osgdn3gdkAJd3OrgH06SPawk1ixpEKhoWr0OkXnNnrtPsnhNhnqfTDvRuTZP/7fr8ULiqdvu8IiPAbPvtMvNDoUbNshtVaQPWxR2u8zUk7RjsiP/ScdfGZSprLDeJFAUx5XSBg8vpOj7WgCrqljeZGE3xMM1PinM0nqvpvgvg9R2NUhdvUByzCW0qAhtLpI6C7FLFu0khKdt/EezBAuKT3/yCb53318zewM401Exib+lTCslVpYAyVMW63/uLM0OAy+g+c0/+SwAd/zNb0tqy5KNXVF84b98B1hh6M5qAnmD1V/SZA9L5F+w0Cb6qVm5M4Ytpm9XAjlHxQpw4SoxLimusagNe5jHY3gBxfQtJpnXAlh1RWRe7Azr3Yrg/Qu0XssSvRAAU85K6/qKuNPk2uR3rUjPIsKwNluQPSn67OUtiuW9Hud+/iGaQzJypl4M0XugRftkkkZWUVoHXUeaJMddcpc6aAx4eAFAw8BVM9irKrQyHsPbZ5m/ySN7VJO4rAleDknCx6xMecGSELeK6wxST0aZvEeQjGq/ICCxcYPKGrkPQvMmsbfC9P3Q4sir6xj69AWKqwOEij6F9UI0q/VJTmnnSwFCi4r2mx2Uhw06j7lE5hWRnHxus+Wj30pegdA7ngzjB2Sn2OxQvOvDrxM8HCV1Dmo9Bk4UgksGhqNZ2GvjhTTPfvVqohMmXa+bdL/dpj3UXgloUPQ/YVIZVszfoFfY5govKJ7CVkNx7uVRrJYWZcNmXzzMW4rQlC0B3yMu0VnNwrvaGG8maXRrFq/WWC8kMV9IEZkTg5PK6P9HXfr/rZz9/+/nJ3BG7IFpmvuqpM+KpZdvi4dhZXuLf/rK3ajhOk5Cc/l9f8d7Pv0S9dVtIvM+sUkxSO5/QXwvV902RuK8TDLBExGMNlj9dZoDDjuvOw8Bn/T3o7TuLIujxTmFF/EJVLVk12lxr0GD/+Uuos/GSDwaw027THzE49tPXEdo1qbv5RragIVrfXHs+WoHANVeg9CSwF/ahtr3evjlh39BdncpzXfO7JIswRFJKgApoGZTsvianfDzv/pDLv3Ml+g94BJ9PIFvQ+qEjbY0j/2PmwnmNVYVEvE69k05iusM3LhIOcLjNrnrHBrdMlXMf3uY5p4ayXGXzMEVQ+6oLNvf/JOHBCrcJsy+RrdITYLfT+GssET9lfBZJ+3hmyImb3aKxAMFl/9oI8tboizvcclvsBh7v8X+336TVo9DdVDRcdCm64DCicHEvQbJ84rUaXFIGXiuQmJMIKXGsMOZXDeqIvKU9pY6sUmDxd0BgaeWDbKHJD3Briq0JdBd5qgIsd2Iwo0aOJfjROYUvil7qqt/63OUR2XfA9DokKSVu+98CzeoSF2oM/iRy6z61HlKowb5jQbzn2tdiWFSpua+vUfEPWfGoOOch2+LEUS8p4L3zS4qw5IoX+vXtIZazF4vF5HyYerOFE88cg2xSZlQ7LxFsABf/8M/I1AS2UvxpiZr/8WhNqA4/Y+bqa04yJgtmL8mSHVAiBUdZ10+fd3LlNZrdG/zyhmqDMPyZgt/dQMvqBh4wuDCnDCYG4Mu9WGXxJR464by8rmcGGhTYVVlagGZVCILsiMr3FO7Umh7D3g4EYgcD1N9vptqr0xygR+kMDxx/1I+NAYd0mcbxGZ9/v6rd/PxB3+NjuMGhqskNedcHLuqsOuipawNaE5+dyPhJZ/Rq6aoDMmfY/N7ztJOaYJFRdcRhz//q/uJzmq5LAPQ6vIYe0+YpX0+8cMhctvCzD8/gOGIZjB+waS4SYMPPS8rkueFuQxgtESeUBmV9UF5jZx3L8iVqLbKj3swmys8gxchUPWJR5r462rM3BBGhV0yJ+Q5Gi6EF33MmkN9V4PwokT0bf3LB+h8Vcgnzj1Fcr9Up+egR/q8S3heceljhmhNAxqjKUk/dk1Tfrgf0/Sxqgb5RwfAgI7PTFK4p4YbEs10Oy7ITGVQJE6tHodWWtH3nCBdfgBSL4QxW6I3b2UEkvVtaMcMvJ42p55dR/vWEvpjOVod4mXb6PHwQpqlG8UUQSs5Y5v/y3ECRc38VbKzXdhtE53TJC5KE+nev4xdE6OD9HmPJ799Da20ppWUHXcrpWj2etT6DCJ7cgRKSu6QsIR3zF8VoP8HFjd+/C28EMy9t0075aNDHuEln0anSHrsimLoyTJOhyCM1i05rKrBrs8fpbW+QXxC0/mGgfLFiAVfrBETFyC4JGcoMbninGQr7NK/Yx2ntiQa6NJbQ/Q+HKLZYdDsMIjcsARKo+sm5fUuwcNR/OEGW/7XA3zr+zdihDwanQa166sE85pat0l8zOTsWyO00uCGpaBe/6m3SPw4Cobm/LfX09ldotlhEHoiQXhBJqfsIYP560X8rXworVakzirmr1XE5jwW90H/0waBkIMb82mvbbC4J4pvaYK5lVzJoHwJXkjkFyBFpzoA4QXp5jLHJMGk6+YZkhchPuXhdrj86At/Sjup2fozp0HDnz9/N6se+SzVHovievG1DJQ14WmLpXe1KGwXO7/IP6apHs0AELtsgZadRHAqQOch8NbWKW7QqIsRclstCls0Fz/6EIlzJsd/80GuPvpBEQfn1Yo4XIFWROecK05I5TVC4rFKJtUhRW1QE56TwjV7g2LqdtGsKsfAqsPwunl+/M1rCM3ZtDpkQstvlh1rbMyknVLkd3pYayssb5EkkWaHwqyYXN9/idCSQOtqPCwhtO4KFOqJVMILS/KFE5Ncv9KdNXLXO5gtWNppEF5QdB5rYjgiyWknFHZNunyQvd7g0zUuV7MUNhhc+ESQSz9azduH1xBZ1Az9uEbnP0fYf/VpsR67GORHr+6mssoTX9aIouO0ZvT7v0i1GOG//f7fk7wEkSkLN+mjahbtHofIhEXPm57skGY1HfdP0+jS+MMN3Cjc8b3fxLeEsNb7SIDJO6TJq6+kO6ihupCAwkK9r/VrFneb/PgPbsQuGfhN88oZcrMOgRK4RdnrLe4xCL8dIT4BWD7KVeTXW1fsztqbGvS/WKd2XVWcb3yNXXawqxonKohC9tGI2Op1+nhBhR+Q9UfmtIMTFYjbdDRL17rEZzzS5z1Uy2B5axg0eHsqtJOa2JyL190ifhlCi4pASa8w6IVta9U1jayB94ddWPV3LrLOHQvYFZi50SL5/lkaXYrFXUIy2bxhiv6XXLKHZI9YHRbyl13VpC6IDCE2Iabri3ulyJgNkaSs+m5D4uAKwvyNj0mmanG9pnxbnUAFggVNxz0zGI5AuHNXmzhPdGKfiBIsQPByiEZGElb2f/IQjaxBYWOMvu/YlDa6ksbS41NaI5+lnI8SeSTJ0jaLpR0WhidJOk5UkXnLJHleUVrnsbxL5DWxbyfQBqQvtLFjbSZ/PIK6GKX7bZ9AUdMYcGn0+gJ1d5l0HLZodMlzNBvQdcSluA78gHAHvA5H2NAZzdJ+l8zLAdhSIRpqkz/WSWwSRh5vkj4l7GgzKCsXJyGEvNe+vovaPRUyJ1csBM8Io96JKfEP/m4Gzxbi4MztEgwQnxCUrNmpaPR6/OHtj9D3UgXnxSx990zgDjdxYuLNa9dg+h6PH57eSm1Nm+iRMImLBqpq4X9kGT8gMhQ3DHPXJYhfNEle8mi8mQUFTx/ZgjEXojog7mVGQ+LIrNkArR6XwmbhT5TXeeQ+VqfZKRCv2f6369JPfeHE50qoq9hQya5xTSqHH4D+5xSJcxab33sWr2VSG3ZxYz6R42F8G6xTMUxHAnF9E/ywEFeWt2tqAz4vPbyXeq9i8HFD2IKPZbHelSP0wQWBvhKwtN8lfdwgfsG64pUaKmhiEwaVfhPSbdyQwp2IEZ4z8cs21WGf9977OmhFvUd0UiB+ip2HYOvOsStwZzsF8UlZoDc2Nil/p4/ibQ1m7vRJnLK57eHfInEJjn93E+lzPolzJnZJsh87Tmo2X32Z6oASOnshgI64eGGYuVm6vFbaJ5QXaUx1WNH9tsviNZr0U2Hi4waBkqK9qc6ln/kSm7/4APU+zd7f+zz157rofUOstTrOeThpl84ti8BKEQU6j/hXdnmtrMCElZ0tIisxV8lzpnjvLphoEyrf7LtihaWzbUJFucgMT1xc3L0VEmct3PNxan0CWXtBSJ9UvPDNvZK5OK3xA5rKRofYtE94waA+6JI97tF51KfnTY/YpBT78Osx4icDFDe7OHGf6KzP8sYQSou0wInKfvsnYnS7onn6kX/hxMUBEWqXTKz9eYyWQXVAMXV7lFbS4MTDW8TVZ0ZjNhR9LwvzOn28yPztDplDJsryeeDgR0lMSOHSQY/w7ArtftThs3/6XZzBlqRS/HUvkXmFV7NpZsRYwA9CsOzR6DBoDbYJVERz2nHGJ/xmlGanmDOUNrgEN5RIXoBdv3MYL6IZeOKdwhm5HKA2qMGQ3U4749HMShEMTwQIzYu3rBtW5He5RA6HufzBED3pyhXJxuRdYRb2a0J5n8o6h1qfgW9B72syefxkWq0MWFTXuIRzmqU9EJq1aT+wzOwN0P+8aE2dqGJ3/xSGq4iMl4kfDtG4o0Lz2qrssc6KkD8x4VK8WsxBimuC1NfITXbihxtof6ubyJKPm/CYf6WfRpfmwiceYvjGCea+MUK1x2LpKo/iFherJpNFYbMm+8A40QUPqy6cgdQZydp0I2IAMX1zFMPTuFFN76ua+AfmCB6KEigaJJ+OUBvQHPzjhxgf76KVVvzDZ76IVZcVDlp8pJUv50ErOPEH24nO+xTXw/xVJvGLwlI22koaFyBxPEBlUEwIOs56hJZlr+8HpOiXbmgSnTRRURcvoCiuN0idg3qXRfrJCN5K8H29U1ipscsWgYJBeFaMYRqdYmNn12Siym21rmjTvYDCzAVwskJw63vGJL9NE3kmRu3VTqJTsvNe/I0m/t0FDBdCxyI0O0XXnXoriF3RNIohPFvOUPHDVToPSfi6vWjTSgo6Utrkkj5msrxdkxh3SB+18LdW6HpT8dH4MhP3xqgOe/RGyvQ9GiA+Lsxxu6IZ/aYYpfQ9bUn4gIL0afn9InNikWo1oN6nSd81y+Ieg0afixv1SR2zicwq4pOaVtbHD4pHt9JCCtWmNODxiyYcSZA6L5rnZvbf8Y7TtwXC7DzmULlFlvattObyg+uxy4rysFiPnf7eBmiZdL9m8N/u/RYnfvVBzCY0Oz0aGYOl7SK6TZ42yZxy6Nm4iNkQ+yw/IIbn7e01mh2K9nNZcge7cWKyyxl8QuGbSiaUlMYPwuJuifpBQfJgiEanQc+b4jWZfdvk9+79Hj/8zrUYm8ugoNYnn6fRpaj1Gox9b/UVo/L6qjbXf+FNvBCkXwtitiXWzCyZKxpNQAubzbMFxtAmlO6oi1hfi5tSo1thZNrgK6prHXTIp3xbDR3wrzjpNHtcSiMWRl3SNJyIXHrhoxHWvPAp3JgmeU4Ofb1Hs7QjJBq63QYdhyz0w51UBmxCS/J5nIhBfAKik2JQffj3HyL7QkCW9rNaIo7mJeexvEHo/92H2igXMi8GJTtyS5nSWvkevIsxEpMeVkMo5fldLrVhl3ZS0XFO4oPKqxRewqP/xwbzN/i0dlUxYg6+rSgPmSz9XJ3SBo/yqMTFRRZ9wrMWHccNFq5biVXqlEISm/WJn7HxhOtE5eY6t3zyMxhBD7NgY4zUcF/rwHCE8ehGNbV+g8qIT71HSEuRWTFLsOqKc78eJXUoSH67j9808coBzIaHE4fwWEB+n5Wm48/+9mfoeiZAcsJh6l5NddgnPC6C+taAgxeERsYkv8MnciFA19tV5m/wye1QlLeJbm7hKvGBDT2WxI3AEy/tlni59e8UznZSExuH5GkLN6pJnrLQIw3aSYnCSl72Jdg4JL6qgaLGD/k4/9xN1yFPUjOqCqOpiM47oEXqlDntMXszVPtM6n0+ytcUtvoM/QiWrvYILonu2nmki/CcyfSdmtnrDKILLse+t4kzv/gghe1pagMa70wcZz5CbQBq95XxbyqS32BDVZpVJ66wFwTaDJTk7z1b9qdmG8JLio1feoDLbwytwPKK5BmL9AmToZsnaPe4+AHN5SdWkdtqUh2A6LyPGxHHqR/97P8kPgmNNS0W90lm68ztGucr3dQHfDqPu+SudjHasONPHgDLp/utFp/+yhcIlN6RyHgBRaC48iw1FNZazF8n90R4QYIOANy4z/JO2QkmxwQmrw17zN7rsnC1/PeROTHHN8dDsL9I6GJIiqSpiX54jvKIQe6OJqGc8CNq/ZAcE35Fs9clMeZT75Ni4UYFkQktNkheFJ2lG4LcXo9gQVJmiu+qM/suF7MuRib1VaJtLw+ZRL6VpHEsLZNYC0JLiuj+JYpbXPJbNaGpAP6K50bHwzHmrxWkiVU1Gj0iyUqctSivArts4PxanvT5Nup0HMOD1d/6nDSgL8GZL27GaGsaXdC8rYIbVdT6AtR7NdWPlIjOe0QWpAFznugkdvc89ftLvPFLf0HHCah+pxenwyV22aLvRbkDypvEUjQ6bWDVDbywSAK9gKAP//3+h2leUyV9wSe3cyVHufzvGKpVPtx989tM3WpJbNS4WCOV1hpEZzWV9Y644GxrkjxtUXxPjb/75Q+w9S8eoJ2A7GEDNwp9t07hRhXFbS4Le22qT/aQOi9F2Tc1oekA7lKIdlrG9OCyOKno9yyztM2iNiBRQEZLNKLBvIQWtxMC8VgrbjLVfvHJ/IM37yUypwk9G+fOmw/T7pYFSWReM3zPGL4N/c8oAnM2gXmbHz9yNa1Ol9isR6NT4Zua7i2LNDc2aPc5GB7Ex7XoGQPg9LYxz0bJ7/SZeGKU+GWBKuxzYZSpCSxadByyCL8Zo/MNaS58SzH4Y0hddsickIPdfcghc9rDDYk/rm/DW3/0EE5MsefacygXgkXRxlaHZCopbNa4KxO0XfMJljTxWZdAUbP9Tx+g3rNiE7ZZDO+dmECgdt6guq3J8gM1mbp6BNKzn0+y+toJyfm7CEs7TBp9LsUNmp6XTCJTFuX1Ll5Q0Upp0ud8whM2SzsNQrMWsUiLb1z3ZZa3yIQaei6O0RaUwmjJO9RY1WZ5j4ddNCQYu6gwG5rCe2skxzxCy/J5vLkw1T4bvRwkUFJYR2O0k+IA0/+iTDyNbl+MxhM+fsQnMeWKJrMF/Y9ZVIY1OqAJTwSIjluUVocYeLaMG9XEJjVmzEU5hnTqGQMnatLZV8QP+7QyAh+H4i1pXu4pE1o0qa9pc/6TITpfNwXSn7HJHNP0vC5pQH5A9MZ2ycC3Ncmxd5Id7LIUktIG0Wem7pslcCJCbHpFVB6WianRpYmeCFFaBwNPKVpJIQ6hoNntEyga1Hpt7LzIW1oJg74XxIrNaEryzsCzmvx6i/C0RWPAlXzXd1Xxbeh+xaD7IMzvs6kP+Oz9vc9f8Tc1W4rInOz/49+LU5uO0766QnRSPHq5sSD6RcSfN5yTotfo9leKv0RLORmXxLiEElgNjVUH//eydL1iYTYNIvOa5CVNoKJopgxKm11qgx4/+99/Ey+gCEbbJM+bZI+7jHxf044bZI4oCuvkPMXHZBIZeNyi3mNjtqE67NNOCxTczEL7xjLpc+4VQ4mO4wadOxeE7HNTWwg8kyaJC1JpKgMWbKww8JzGmg8QnTao9Qs5bPCZGh0nNeHvJ+k+2KbVoYlPwvIzfdgVyD4lJLDWqiYdp/SV1JpET4XCu4UR70fF+CO8L8f0bXF5z0PiphO/aNHq8Jm5FaKvREkcCxDaVIQ780TGZNhw4mLdGZ0WMmBllUdtbwPnR51EJyxxD5vXV1Klpu/0CS0axH9hmuDbMfzhBuElRXmDS9chTc9Bh+Z3ulncHcRoyXrDqsnqDCD0c/MM/u552iNN7FcTuCFY3ioazvaRNE7UoLTavAK/Nx/pJvhoiv1/9utXZCh9zxoEypryiElkVvaZi9e5hHJapIV5Ey/jEFkQrevvfvujmMdjFNcYBHMGtT5FdO7f8cTphTUv/8tenrn/z3DiYozsfDIvi3qN6DItTfb5IJEFH28sRq3HXvFWFJw9tKTx/rgLLwCJc9LBNjs1jazCSfmYbYU2NIGiQeaYZFa6EdExJv4mwQM/8yOcDo/Ikk/6gk+jW+j04Z+bI1jUlNZIEShsMOg82sa6aRl7Okg7Jayul7+xm8iYdMu5/Q7lvxqkndLM3OXR7pC9qeFBZNpieZN1hVU4O5Yl9WqI2NkAblim1eI2l9TWHDRMwguawSc1v/qp7xGoaIHghtrEjwRJn5bPESxoghUfJ6podMkzbSVMnAiiUbvWwi67tLo9jPNRtKHZ9ucPYNc0x57ZQPvGMo2MRC9ddespjDayH12Z0JyIwdytHpU+i0aXUMZ/6ed+IOkMb8HA8+JLKebi0P8Dm8bZFMECDNw6SaAsrkezj44QnjOEFFWA3pckZ7Hab9Ds9ul+1aCVMIhNKSqDhsSO1SSwtnaig8/9j1/GbCoyp1yKm328iE9t1MMZarF8X4O+J02iYxZeUJP+1CTHf+NByep7O05uq0lkQQpN9ojCiQqU5oUltSKUUwTKMPYhg84jwmauDSiSZ036n1HMfshBW/K8a90rcU+JNs2sT+qiRzuhuPybBtFpReGmJpkfhzAaiuJ6uYhqPQatZzoxqwZ0tfD3luFknJ5bp6kvRcEXGz0Vdsnd3Oba3zyI2VQs7RZhe+K8hb4nTzvj4WyokzkhBJ6f/ATKMiV0HzAYfM5l4UCfkFZyPuUtDvnr29hVCSKPLGpiE8LKLK3TvPTlLxPMS0wdCuy6+OV2H/RoxxXLW03aCfFsnbvGpLBGoLRACfqeV/S/5GC+HWf4SbnIQf6ZWZcmh/cvY9UV2ZMuwbxMBsvbFSrdxr8Uw4lCaFce5600jYEVq76ISBsqt9Xww5rKljZz+yWeqvOARW67rAUCZSG8XPhUgPIqRf9L4gi0dGuL6IxPoCKmJsnhEuFlH7OtsQ/GMe7MUe80mbjHIFT0iSy6GC3RYOeukibFN8XU3GwIAcY3NeVb6zhJn0Y+jDYV2WMStFBcr8kd6mb2OoOuZ8TAIrygqa+YE2gTgq/HWdhj4oY13W83SV6UMPWFq6OUVhk0uhT1bnslD1bReURcsxqd8j3rmoVvK0o7WzT6XJy302QfCVO8qo1VsEieB+PRDPHrFoXDkYPytjadR1vExw2MuiET3ajPSLpA6Jsp0bl2KNobGnRsX8JwRO4RnTJJPxvCcDW1UZdTX3gQ31J4K5KuxFmbyILmwnQX6QsukUMRSWOasZi7yWdxp5ixmA2ByKuDUpQrO5rMvMun8kgvZ/9xI7pmSWDA+hbBVWU2v/5R8c9dcqn3+sTmfJSG/A6f7BtLRJZ8ku+aI7/XYWmnQbAkQ1ArDV0HTKyiheEJOxoNPc9Y5Hd6xCYUTlJQudCyhJI3hv+dx4qZDTFpvuObv8WaaybIHteUDmfpPOaKmDkIZlUsxL75Z/9T0imKHo0en+I2h+icR36nz/Nf/QdaGV/Mh1dyML0ghHuqKHfFp/ESxCdbFDe71Ne1cBI+y1sC/PNf3w2GZvYGgTuDOUV8xmPqaB+FbT7Zo9LZps/4VPttmm9lUK446ChPHFuMFUaeUbaYu9oke1xzy5az9L0gbDC7rLGr8uvnd3gEtxYJzYsPruGAdW8OrcBKtKm+3olVMXESkuzxF199P/O3uZgdLfAU5fUu2lToDy5jtmQyaPSsGFqPSMagH1DkNxo4o00W9gXZ8Dd5UJr0KUWgKGkKA8/W8U8lqPdqfuPTj3Duwc2U1sDSXS2CBfk89V5F8oSNetcyq28ZI7zo87f//B6CBY3d8Jm+KUBxPaBh8FmH5U0SXB2d95h8ZQh8gbHbCeg52CQ+Lhf6gb/4EqFlRe+BOkNPiqUiyPSbmBB9XigvE61vCfGgPuTS7DCJTJt0vmmikm2Sb4awTkdBCXQUHzNY/tch7j53t1j+lTXa0uQ3r+w46z6h/E98LDWROU3yXXOUdrRJnLUpfUiy/5yoGF0v7DUIHQ/TcUrSRlpp0T8mXxSLwFbCwGhrYi9GKW53iJwIk9upWb1zGj+gKW5cuXgt8CI+oVNhWpMxAmW4fKmb1EmLUF68ibt/HCB0MchT376a+KQU8NbqpqwzXssQnrbw80Hm92uii+/4bJZ2tkm+e5Zan0FpxCI6IwbqrYQBpiZ2PCjwXkamTBTktlkkzyv2/+rn0ArKa13iE+Lh6gdg7hrzCtu7ssqXkPF5EZArLWer2m9SHrGpjbpM3R7HOBUj/cAEkUUxMm90KpYvddB12GV5o0VlFXS/LLrWkX80VuBN8LUisighwyBTRrCo2do3S3TcJHk0QGjRoPstn0anInFZr1jkycScOGkTndYU1toESprImRDlEYPCZknbqVxMsbzFxL8vT/ZEm8rJDPUeReq0QWGdSa1HdoW0DcIzFn0vu1QGTcJ5n9JGj76XNd2HPIJHogQKBoNPKHp//SKFj1epDXtkj8q57ty8RK3fEGeoliaYX5FaFVbOeE2hOlo0O2xyO6C+u0F5S5vG6ra4SqXl83Qfcpi418auKiKLPoGSJjRvUbq3ihX0IChFYH6/InwuSDCvyO13xKT+iS6aWWhcVyVyIUA7ZVHa6NHzpk9oWREoGEw+soryiOxc7QqEToTJnc7S7FSElhT1fp/cdQ6BqiawZDL61KdRvib9jOSKaSV2oPEjIeavNmnurdLo1ngBTXhGkoyWd/tYTY3hCDGwuMUn8XaIxCmb/F6Xeq8CU1C8/scsoo8nsF5JUtgAhbU2Ou6yuEucoDqOGZz9pQxORLH8Ui+ZN21hekdF1xxZkAKKhtx2cTDzQprcTsXqb7k4MRh5XFQHTkyxfLVD16sWrfi/XR5/6gun4Wi8oCyip340QmXAoOO0Zm6/Secx8Tw12uCFfX729CeornIprrZAaVTTpDxiEp0wGX3yMyhfZCBuBBIXZX/6wr4vAwKhltZAYUOI6IRF7HSQ2LgI+UtrhOSQuGhSGZIXqjxkYlcVVsnA+9gy9X6fdlxduTiVJzZxfS8LvFrbLE47ylP4A03m393itclRGhmh9Pu2QJqGA51vmqT+OU54QZPbriivdSkdzsoeaTyMG9HEx+E9H3mF7vdOEtmfwyhZMB0mccbGqpoU10OpIobl8ck2XtSnsbqFNgSiTd83I65AuaA4Fd2QRa8Xc+zf/O1v0vciTNwbpj3SJH0G/vRrH6S8WhHaWiTxRljkJqzIZMqaw3u+Rf6hYUprxHiicFWblx/8Mn5Q7MTiUz5O1MTcXaS8Cmbvc1COTKHeKsFoLt2/QmbIGKz67mdpdmgWd0Uoj9g0O8XhqNlhMHeLTOnKlybGC4umMXHWwokibjaDisjRMLs+cZzGgMPyFkV0VqaK6pCi9hcDoKD7QIFW1iO8IJfY3H7F0h7xHk2fUpRXQ/HpXka/Locv+liC2KQmNqUo31rDTXk0tjQwPPHG1UrIS+XVrJh/K4pbpRB3vi46wUDZ4NJ8J4lLwlIsr5cdF0p2ZcG8SEBSx2ysmiQ5ODEIFj0i82Jrt3i9y+DzDVQ+AL58B86muuw7500aHe+YvNsLNoUf9dFOyFTsW7CwT4gkgRlbdLpVYRFGlnyqw5pAEYrXtCitMvDCmuzbJsV1YDU0HacaBAuK2i6ZMEI5g1ZGipnyoPOIWCY6UShu0GTeMmknNFYTJp4YpZUy0NcXSV30CS4bfOuLf0E7renfPUsrYdDub+NGTQafaRNd8Di27xs0OhXxKZk4l7eJT++F764jWBTdp1WH3DYTqyHTaGGtgRsStnp0QQzya/vqmG3Zt/32xx8hPiZkvaEnHYwWmI92MPNJh/g4vPrA/6SZFZZv7mqXQEWze/Nlyb9cST2qdxqM/MCVRmOrReaEQ/KSz9IOi0tfXUfse3G63hQXJKOtKBzsBh8S45par0GzUyaa4gqj22yDWgxSGTSJjxvY58MEpwMM9i/TSsl70nXIpzwsWap2VXTO9W5FaAncySipZ8PgKZy4JjYm91fv7VNELwQorpfmLpSDwKEYrYyPZyuSZ0xm3+0IU/esTysje/FWWsw07Ap0nFT0vVihurtB+oSsmKp9BnZNETkfFBesfjlDVl2ck9zwStbwU1G8kL4SZA0QWJbdffakh9mE9AmZeGOzPhvXzBD8v9j772jLrvJcE3/mCjvnvU9OlXOpgqpKsZQTQUIS2QSTjBBgsDGhja/bOVzbGNvYIhiDARtMRogkFFAo5UqqnKtOTjvnvVeYvz++o4K+3XTf0ff6tu/43TWGh8WpqnPO3nut+c35fe/7vCUILFoYrrSfnaiitsLDXALzK9NHIfaxxpBgA4NVTavfo7xOM3ONiXp1nsR5qKyWODhrZR2roYjMy3qx6sslzt1t08lqmr2iPA7lNamDAay2Jnuk/svr0v/rivY/6HKjip698t+hgqbVL23HxGlY3BLCaCvcuEZHPOoP9pM6ZNHJaEKLJtFJA/OaIsqD9F6b6KTCrhu0BjwREEQ0t/75RwhUhJYfvwDZN0yKXLzPp52D1e88QeaonDA6aYGYN4Y09S1tnDUtYhNQOZgjMiNGdbMNucMenT6PyIKmPmDS6gW91C6PTikCp8KQD5L7eoTL33mAUFFTXevRHBNBSDepmLpRUlwCFUWgKNQOu6ZwMmJ7aAzDt7+3m6mHR3lh+zcIlgwSZyAxLmzV6BREIx0ag4riBxuEp0xCsS5mF+Z2+9S+MYi/NBhXvijvTu7+MsPvOMOffvaNlNaaJM5A7mdSWG+4cx+hRUj+c5wDH7+P+KQ89NU1HvUhxR/n1/H0Jz9DdFraY/ZsgI2fei/4Ms+pLjeYvtOhezSJb2tCZ0IEahBe9DEvhGgNS1BzYxg6V9WInzUxHGkZegGZfw3eOkFthc+6f6hTG1NUl8uMOrWsLAropJwy3Kg8AGYXDn5hM6FpWxS7YUVpvUY5UHxHHSemGb8jQ2TKwnDkAwotGphNxdiPHJr9ivCcwruywsTbZf7bGBTrSnNQ409FGHjMwAp4TN8oLFGUCFfCC2KU/6vf/CzKkflwcZPGLhp0kz6pRyVyq53zUY742Ah5FwOpua6EGxO1365fPSCe4MtsShs081dAcNZm6rowwaLB9W94QYD4PwnTXdXCjcvJ96XrTS9/nMiiZKAGGhqtJGkoOisikWa/pJ90UpK76uYcMCB0JsTgk03Cc5IWkzop3s7JmyPkDjvsv+4+ERY1xePY6hXCTTdl0+rzCZYkxaY5qEifkDlkq0fTTcDm3lnKSzqF13z4w/iWptCIYDqavodtFrZZdBMWrbeV2PL8G7GaUFr9c8FTz36hYTX75IRsuOIpNDua6LwI0tpZxa+8/lEa/QYLV3oEjkaoLpcZ8J98/9XYr1qktKtLs98mVJS/H34+Sjuj2PGtD2HXZW5sNE30HQXOfXU12hTldSetKG3ymd8ZJFRwSJ7xWdxqEyp5BIsSjF1ap7j2t57FfEWBYFGsYPWVLvHJDtYNeXIHll6MIRjBbgKsuiGK3wSkT0oecOVHA7Koz1nURmS2Z3Ygfcph9KcdwouyNg0/4pHf3WXwYZMP33k/rX5NZa1m6skRUmc8hh/1qL+sTt9zVerLRCzlBQWsEj0s9+P8Kzt0Uz7Js8Lt7jngY7Y1jUHFqbeFCZwJE6hr3GVtGXnlfIxdZT760a9eBN5XV2uCBcEdGl2Zr0dmhGXd+4KgBMOLSMHerShc16GVk44fWnP+Z8to52REUrzUxWpq2llAKwIVaFzXgKqNG/Fp9YEX0NDboZ1SxMZNhh7z6dmvcX7YI+SkwxBagMCeOKM/lbiyVf9aJr8rzeBjkDgL81dJ2zey6MrJdLPi5D3BX1qX/sMXTh3wqd4lUV35yzzSR0VQUtokYabRaUWgaKACvsTRrPeITomiMzHu0TqYobWjiRNVDN59ASfuC1A8BbFJSYToOdhgfpcAlM8cGsYLa6JTBt2Mx4Gfrqe0AVCSUuEHpK0SiXcY+YpFbbmo5cw2tH6lLN7B5SZ2UVSrteWSDbriX+T19O1tEspLOkk7Y7D/b7aycI1Dz/MGb7v8KYb2tGhnIXXUoD3gEp3VdDMeTkQWrvgpi1BeET8nrEy7ATv+93uJTmvqo+J3Ci3IrLD7bEZoGt9Li6BoPEp5k8vQIzLHCxalcFkN4Ute8on3cuxnq0me9/CCS4br5QqrrXnia5fS6tMUNlhs/bP3MnvDEhU94fDnb/tnfvKH13LjW94JyKnZWlPDrkNkXtHZUSd51id8IkS310VpyB1yL/oCE2fkdRldSJ3SGC/GceLQHnZwIxKVVF/u0vz7ITKHFZ2+KJe98jCxCYhNgvtYVkQYx+Vkt/JbHWJ3zkkhjSr69jqsuHwC7i4QmTVorewS+U4SbUDyrGC9XkqiCFTBairOv8rCC8smIPKDBNEXwrSzmubqLvHz0npLnlo6TRyNEZ62CLxuHuUDPrR3NKj9pJ/fvO8e/IhH+rgmuLyGk/GJzBqseccJOSWfMQgUJdg3ejKI1ZB2Z+dQis62BuGiy88e3ko3qWFjjdwBRfycQea4T3tIFuwjH9+C1RIjefRAmNCiYO5euv71h9ey8PLOEkLPwY1JG9UNiifUcCThJDIvhJzsMxL75gU09ZEQytcoX9O4q4obFOHXwqU2l3/+t4hNSH5m+gREp31RQq+zCOUN7IamvMoQdWe/4rf//EsigNrU5FwlS+q02DTaaVlY/WfTaAXz13okLmislo//YA7rRyn8ABfFI5E5RaNfggn8S2rkb+iQPdq+yFWeue4lyDl8+3M3yGl9wcQPihrdahj07Nd4vkH26QDr33+UcEEWTuXJPXDZrpNC3Ooq+p/WWN/I4gUUtfUO1RWKzsYWww+L/+/sG0wWtyvcmGb8DbLBym9VLLtikqf+5DL0d7NUl5I+hh5WYq3Zm6OwWTY3Qz/rYpalQxDKw77f/zTBkqa6zKDZr3j3PQ8QXlB0+jzxW6YUjavrXHidxvzdBVp3VrCb0M6YGCWb6jKDT/3TnaSPizAoOqVppwwy/9sFMt+IMHdFgsRpi569Bs1egeuHrs1jNWHg/gD9TwkgvTZmMHelorJaTuZr/rnF377lH+nGFKYlSnFtwY8v/Rwf2/NaaqvlGVq5dYrOlqZ0NJb4sVZTNtlzl0uHzYlBZN5D9bVRhQCmIxvOmRs0vQdc4hc0zQFN6qBNaaOmk/PIHBJwifYVRrYDWtEZ7tJzUNP//SCNYWkTt9OywWr3iNK5k1Y0r60TKmoaw2Eqq+H83WkAaqMm7YwifsaiZ7/PxG0G5a0OkTlF+ELgl9al//CF06wbDKSqXHbnIYyWwSd+99P0vnaC3H75YA13KbA64NLq04RnTJqDkDzfpZM0iE1qrFMRfBs+s/IbpI8ofFvTTfmUN7tYW8ssbo/ixj1iE5B9URGZkXZDcFFaP4NPeDDYFpVlUxHcXKaRjzD+SgNtai578wGcKET+JUntuiZWSxOZFfB0/JxB8+Y6s5fL7sULmiTvnCE2KbvlQN0HX1G4rcXXvncd47eF8EKa4KsWUJ6itE5SALxbSjTvrtBJaxpjnsQvpQ06aShe4uPfVaCb8+j7mYUf1PTuk9bYrmuOUx8TmHrytCKQN/FNsRP4AVjcKf8/e1ioK8EydJIGzooWrZxBz0EP35QFI3NMBuvaALVksLfHg/zp6ZfjW4qJWwIUt/mClpuJ0ryyQatXw/ko+a1imE4esQnPGZRXWhSu7ZB67TRuVFFf6VFZ6zF/tVh+zBYYDZPcoQ5eQHP+VZ9j5hrZNN3wV3t48UubCBc11eWScZq44FMdM2gMaqavCVN4bED8XkBpjc2pI8NUjmSpr3aIHxG7THhRESp59D9uMHGnnKAbQ9LKU+ku4TlRAibGu6TOugxeModRtaislc5CbbmA7AM1iMxrZi7kcOIS9ht7IoIXkgUiNGMzd4NH9IEE2X0GxpUlxv9mDW4IyptcQnnopsXeoA3Qb8mTPaIxTkeYukESXcILCvd8jMoqRXROLCmR8zal9YpGn41vSwurttLFC0go8UuX8iDxdJhuxmdhWxCrAeUtjth/gnJ6cRLg3lgGJfeT8sBd1qaVMSjtcAjnfSLfT9AYkuLa7pcW2+pPnaTRZ+LZ0EmJGrGxqY3VgPqw+Cc7Sfld/rfPvYPMAYPEk2Hc7/ZQurNB4qz8fLMrXR4UmBWLdkaKemzakwW4IpmkICOWYEmi1pb9mU/PQ0EuvDJAZVcbNIz9QIRNVlPz6nc/SvqU5FAOPtElWJTQ8sJmRexTCYpbfZ6/fzPTN0mXoj6i2fzmI+ydGKXRZ6ANzVN/+1lqo4r+5+qojoHVAuaCNPpMDE+xZd0EgargC82FAI1hn8is4uzBYYrrTQq7XHLPWpQ2QG3YpJNU5A57+EOyE5jfGcRwZDbrxOCKD7+HblKRuCCv97OnrqbVr+l7SvIzm0M+wb0xYscDLHx3lMOXfRU3JGKl8ILkzYJErGX2iW+0nVWc/e5qmj0m3QS0M3oJ/rGkUP5xDm1A/hJDikm/K3jJzXO4KY/moKK4Kcb7v/UuKmvAOBkTdOV5g1s/81HMkgVR2axNPTxK+sEwhiMFNz7ZoT6qCc2Z+CGfQFmcCe2MwciXLCIzBre94Rlp7XqKyjKLxqAiNikxgiu/2SJx2iRYlU1J5gdhvI4JShOYsQkvdgkWHbbfeAKrKUCLxa1yOlVaE5v2CAaFnuQGFU7OJTYlG81ARepHZ1edZq9JsGCy/Jtywu2m/x3EQUqptUqpg7/wf1Wl1G8opX5fKTX9C19/+S/8m99WSp1RSp1USt36X/NzrLbmkQ3fZ/9XLiF2weD37n0Xs98foz4ib35iXFBm9qEYTtojPunjrmpx7rUmjVvr1G+pkzrp4yQ1b/joh3HDiuiUQc9ekWy3TyWlYORNonMe5TVL2XwphZPwqa90mL3KJP5UhEBNfJ3GI2l2bjhHaN4kMmvw3L9soznqkt9qENwfpdUrRKHMiS61lT65r0UuimmmbggweaSf6nLZMTf6TKLnRHEbXuBipqHznV5wFcmz0upMfjmBoSR0N35apOytXsnvC5RMDAXpF01K6wUx18ooWr2a44VevKCcnJQrGXsLr2rT7vWxaxqyHdztNYobFK1+n+2vP0w3rsj8TCKRGm8vi7m4YOFbUNrVpd2jiZ+XWyd1Clpdm/JKg9xBDTGHVq9m8HFgPIIbE+RgZFahVjQk03BWfGW9DwU4P5OjG4eeZw10xEM5Cj/k0+6Vn1FaE8RJe1z2sXtZfn8XJ6q4/5PXU97oU1pt4Ac1s1cpWhkx5G+7+hTupgaxKU36lEc3IW085Sm8gCZ22iZxyxyxCdkJt7Imc7c49D8qO34vojGWNwieCJM87/Cfb/w6CzuCFNdZtL/WT/qIIra8QmRWxBypsz7NPk3hCofMfhO7KhuE6ipR7iXPSidENU3y22Wz1D6awm76mDvKhOaF46pNyG8OEizD4okc1TFBg1kNRWPUk9NVQBMqCO80ugR4MFuKxpCilRNmZ2jBwklqQos/f7TthqK8s0P2gLoYCh1YsGj2CZQ/c8wRYMUPk3TSitxeye3U5QDReY/VX3RxQwbKE99bqOgz8hNNY8zl0B9voZtQ1EeXhC5Fzci35L2MTYtIJ1T0aYyJatZwBeCOht6vhvFtRW1MIASBsghnlJZZ6uIlNtVlJr4l0JOxH8lOyAtAoCEB9rPXJClulg4AdZtWj8ILGaz8RoNwyeMHf3Ed2pARy8w1AaqrhE37R6/9KvktAbJ7DTqbWgw9pGgOKPzeDvtnR4j/LEInLWzX1V+5l2AFFrbHxJqTlSg5EADGkedXCIKvCW7KJX7OoDHsk9svnZzQjI1WkDgHrcsb1Fc7osidFKFAfMLHbMpoxuxKAdQK5l7elTb4Y2ncmCfz5oi0PwHQYDU0G/7hvShf2sNeAJKnXhJAKmIzoux1Yhq7KoI2uykJMu2MMJ5bOYPKzg5OAjpDDrU1DlbZpLBRMbN3ADvVxuhC6cY28fMw9Jhg6bLHXOrLfVpDHmZTYU/LCc3wxBqnXCliM1eHLp7mc/vEHugFwDcVhU0BnITmJ1+7guGbJkicEkW0E9NCVhuFxnBYfOimxKEBWPMBjK4iNgWtnE0nbTH1l6vppKG6wqd3vyZzXDjWzV6DztEUXhAqqw2Cs7KZUBqqy8Uf749Hqa70Cc9rSqsDhHcUiJ/7dxAHaa1Paq23aq23ApcCTeC7S3/8yZf+TGv9IwCl1AbgDcBG4DbgPqWU+X/xrf8PVyel2HXgtRfpO+//1DdojPikT3kEi5r5XTZe0sW3Yf26KeavlkDc+BmLnkQd80CcZz7xGfq3zdF6Y5nydjk9ODFFrRzB7e3iBWXhmrrbBQNSp8WrNfpTl8gFm+FHuhKntQxqo4pOGiofGhSw8BVVWn2axEmLwSekHdMekQXeCxnkDkBpjYl7cxmQ093Kb0paQKAiN8am208QPBLBiQlFCAMK2z3MjiI2JT6zmbu7uM+l8S3x21XXupgdWVhTp3zys0kagxAoK/I7PeqjsrA7j+WIjUN0RmYLifM+huGTWFEm9/pJUntCJH4Yw1xdJ7RocOiLm+hk5YbisgqVM2k6SUVqU4H5612sxQChgqjVAPK3tnH2pfGD8gBaQZdARZI23MEO/XtkUayt8PCmIjTWdiXzcUEzf5WPNRVEaQi/ZZa1/9BCh3wiUyZqtCGfiyUy9tIGMDoewRvyuGFF7LwpDOLHfcKzgk97KQbIcwVyP/9awXbVhzX0dAgtGqTOerS+00dhu/hlm/0G2acC6KW1KDJlYBjy2sqrbX7/K2+i1aMZ2NOgMSAese6BNO2MgKUrK4SNO/pdmW8GqojKui4tqcVbO0R25gnPGeiYR3uDPPlOxODwZV8lOqNp90lMWXWjg9kVzyhK8jA7fS4DT6olhqlBqOBj1xQH/tN9ZI/KDt+uQ3213Hu5Qx7xc4J0e+kKL2iiJ4L41lIrsgbx8/LfnbTCiZskz3cFMvHyaUIVj8isEmFLzGDm6gil9XKCDC9oZm6U2djqf+kyv+Ol0AJN9fKWbDijBgd/+z6ciKgw56/WJI9b2A0RZtkNn+aAopkzsVqa6JQWO9aslg2mhuJlDsGyJvPyaVKnffqfazJ32VLXJqwpbFQ0ew3s5hK5aY9GhzxJSIkozrwxSmG9xfyNDvVBg9iMR+6QT3JZmWBe8cnfeyPNAZ+V7zpJ5qEQjT5Tuildk/i34nQTSlKDNrTp2a9/PgOfNfGinlgWehWlDRo/6NPJaiprhFITqEpxC9R9wnNL8XV3FUSYNR0mNG2TfNfkRYRgcaMicUFTXyuUpMagiHtUPkA3Le+HEXcIlsEP+IxeOk27R1Nf67D+3Udp93s0lrmU1ht0UyKiS511qA0bzO8UKlRkVlG43KV6U5NWj4jnvLAI4Ky2ZvlXhIiWOhAg+7yF1VzqckQ1eiJK7rBL6FCYYFmT32ITLMLslSZ+wMcuGTgp/2JB903QlqK63qW2wid1xsdJuyTP+6RPNIhOa1pDHo1hERBlD/t0k5qJYho3Av3PCkGqurWDb2tmrvOxXpYnf4lQhPLbILwgwQmhos/MDZr5O7vUhmTTaA83KK43mN8RoP368lKKkHhXo1Oa2KS0dCPzvtwT53yiU4plP3Swm6Lqr1QjRBa8X1qX/nu1am8Ezmqtx/9v/s6rgH/TWne01ueBM8Cu/6dvbHagcDJL7pBPN+3z53/2JoIFA/ueOQDaQ46QfQKa08+NEZ62UC70Pd+i/NMBDBdWP/Y2Ir8TpXE0Te/jNvmNFuU1sGHZDGtG50VlekxjWJrcQU3POy4Qu6AYf5lFN6nJbwkyc5MoOSMLmoGnOyzsiBMoK9wzcQGdz/qM32FS39li7NuKhVu6TN7p4dmKxpoujaqs6mqkyfyuqKhCPVjxjRKTf7Ma35JibdeW4ApHLeyKYmGHTWTKJHQ0LFFKBkSnFYnjFn0vdHGjUrCiZ220LerK+BmL1Cn5/soTsdHiKztEp2QmF3s8ivn9NHMPjHLDPc9SG1Ncv+w0Vkvk2J2sR3QajKeSxMYNqqs03Ydy5PbYhPKK+qUtkmfk87EuhOg5ILFRyoPeb4YxO/DMX30GezxIK2sQmdeEFmQnmdobwI3qi8HRblzk9NMHB5h4RZLEUZvGCgd3MYwbBX1Dif5nO6ROQqs/RGtPDqVlZ201NTO7DerrupTXS0LEyW+vJf1EiPRJH3dB3jM36xI6FsbwhJ/rxBThGYtwXlqbVksESC9d9jNxIvNSiNu9HvayOmfeFGLk5nFKl/h0V7UIFTTdnLBmg2Uor7Soj4hVYnG7Ijap6WQ05lSIxoEs2pA0D62FSNLsM9n4qfcuiZXkhI+W04YX0jQ3twiWNFbJopkziH1wilBBUGBeAFZ97T3MXWHSWtemPizAC22JKrh2Q4PkyZ8/2qUNmlBBbCLpU3ICaQxLKzB3uE0zZ3DudWIDaX9xgMoyi0BNLDp206fd40s+aNan1acIzlsU15lMXR9h8CmXUFERWlAoU37O7HU+q79yL7WV0llIHzIIL/o0Bgwyxz2mrzPIHXIlziqhsFsCXK+PLQVEFxWJwwHqIzB5aIDFV7WZvDGC2lkBYPAJh/RJTe5IFycip+bp6yB2IkAnLfzZzOElZOFkAOXBzG5T/MhaXYyiC1QMnt+7huicS/pMl+J2F9U1KFwiVLBgySB4NkR92LiYetNZ16LnOZNmv3iIUydkk6Mc0WMoT1Mflm7A1E2K1DmZ6XcfyVFeA6EVNbyQ5tThkYuxVVZTNmShiQDRKaEMASTOCXnJcIHFIKGiT3ja4vxMDquhwFEc/tdNJE+YRPsa2FUILxjEx306KUE7Zg/L6CM26xGYt1BnIgw97tAe8Mgc1RQ3yQZgZncQw5W5YuFy0Va0+jU9exWRGUWzx8TZXpfg+zGXdi/4QS1xY2ckgPsliIjaWaGThIGfiRBrbrcmkmtitXyaA2EKVzjEz5pEp2TNqA+adHtd/BMxzA7M74zhhTSpfUEiMwZDjyqK5SjBoqKTVeQOCiEpMqOYv0yRe8Gk/zsBkuccQguK4NNxOaHa8MC2z1NZJep2uy4HklZOrGu1UQM3bCx1NCB/SZBWTtFOK7IPhchf8u9vR3kD8LVf+N/vV0odUkp9QSmVXvraEDD5C39naulr/7eXZ0OwZFAfMgkWDaorhNJ/4UwfTkyRfdZi8lUe3T6H2KQic9UcyfMe6z95BC8gxWjwawHKa2PEJiG/XfOpd3yW1930FIXPjnHqzABWAxZv6zDwrQBORDHxwHLJaztvsOWq07R6NLlnLQZ3zRDO+yxcGsRJSJEKlBSpU9I+s0sGQ9+0mb7OInI0RGg8SLNfkTwQIPaiFM7MD8KgIHdEHqiTvxVh9jpwkj5e1qG2oUsnpWlcXUfbYhLOHnPZdvsxGqMerQEfuy6t1/E3+QSLikBN01zfFiyaA5mTDuW10FzhEFnwaSxziT4fpjkoysFWn6JwhUNk3ufjPU+hNDz59e0yR9raIjwj9JHojI/dkJZpsKIxHZntRQ6FqQ/L0508DcX1FvbLF1G3FSitlXzAjZ96L8mzoG4rUBuVJInEaYNuUj5X55Vlxh7QJE6bkkjQgcP3/j31MZ/Mfgt8ES1U52PURgI8/6efxn13nnaPhHR3cj5f+OjfQH8Hq2Cj+zp0E+LprKwSv1bqhMKN+VgFER51MpqevVJwu2n5PnbVpLTu563G5tYW3ZSmNiY75/CMycA/Bul/UlH79DDhGZOenwQl/HvGQrkiWAhUNF4Qnv+zT2OvqOHEhVwUXpBF0d9SIzauCB8P0dzQFj5qTAu0YW1BPIdBT4p4zMd3TCpXtxl6UuwOJw+M0hhY8iVeEMBDoKToezBAZFbRzcnGLn1UEX4uhhP/+TMUXjDopBWFrT4zN2rqGzqM/aBK+kiFdsbGvblMaNaik4X5WxzMtsy9evfJqbXvOWmtjjwkyDm7Dltfdpy+vQ6LW4Stm5jwYDpMY1ARSIvi8swbP4PZknzM8t0Nske7zO8wMDqKuctNrKZ0FOrDBunTwhJ+yQfa+8pJ+i+d48orj6EuhOmuaWE+ITfP5M0WlZUG+U0BQkVNqOwRmpfov8E9LnZNEZ8ScHnirLR9E+egvF7TPZTCX5rH9u5zCRYMLrxOc9NfPYmd7PCWq/fghjWReUHndVe3cMOyYa1scDGmQ3RSCrsmyUmBqmb4YS3ParJLbQWYjpzoYxdMCuulLeib0P+8T3M6htlW9OyVIGWQFm9ivEN7rEvyfBcnquk5qFGuvgh6SZ1U1IcNTAdSzwRpjzgMPmbQTQhJyXxCkIvKg+pyWdabgz7V5aKOn7pVhFF2Q5TqRkvRTgun2q4JirMblzlt6kVbWpke+K8vgJKWa+zRKJ20sHDbgw6ZFxX53ZKf2fccEgoANPIRUDB3jSZ50iT3vEHui1HqAyblt9YwqhZmS1rtgQokx11GfqTo9ruSwtSvCRYNyptcGttaVMdMIgfD9B7o0BjxmL/RYXGrieFo7LqBVlBZYVLYbNNN6Yvvg3LhFZ/4KKG8orzZIVDWKF/GK4lTFs1BD6vli3BuqZ3v2wgK0IfQ5vIvrUv/zYVTKRUA7gC+ufSlTwMrga3ALPCJ/xff891Kqb1Kqb1es4HVkEXPD8CyKydJnjQJ5E0MV2ThRskG16AxpKk83M/cFYoHH9whqSRp8XXWhw1qYxCbMPjg5+7hgX+9WtIC6ibdFBgzId72p/dTvKGNF5S5WLNfs+/wCjLHIDrrMjGXYXGrSc9N07L4xWRRVK/OE5tcaiFtsMSKUNaMPNSkucwhPuURnZNFSGY+mqnXO7gh0E2L2FmT2AWD6KkA4fEAdk2ReCRK+rhP5oTL5Gtcnjq2itBAg/C8QTsnJmQ0AsV+0xSh0yFCBU3ppjaLW2yCBUW8p07h9hZ22aS6wSF9TDyc3aRP5FyA6jKDy//5t+h/ToJhOynFwP0BnKQ8ZKX1ivI6TWVHBzRUx8Rr9VLKPUDxEk3gmjzlQzmC/5bm0tuP4MYFUlAfUfgPZYlNQm29Iz5VD3r2a2rjSRa22di35PECBrGtBVZ/+14CFbklQ3kD34RVX3Vxo4rV/3IvEdshUDaorIHohMFdD/46waNhBp72CJ4KE6xoDv/mfXghTd8LvhSvvMngUx52XU41izugdk2LxJklb2ThJVD0UrLDoyHi56E73CU+KXB8/ZFFSusMSmtNmssc2c1akDoldgFtCTf45dfv5dp73o29JyEdhF5NeMGXMOrJKLWrWiTP+YRPhgRAP6eIzCmKlSjlS7sMPmBTWQ2qY5B+wSb9WIjpN4lxPX5eWr/hBYPSekWgIIHnzV6D6kaH1BEh9lRuaYiy8BcA1d24hA1ffukp7KJJ5HSQU2+NcvaNKWavUvBU6qK/TlmCsnvyHz7L4haDTtKgGxc/4NwVAUIFscuc/vw6Jt7skjviEJ2G6jJTRD4dMA/H6KZ8ln//3cIDPmcSfDJObdjm317/txiegNy9ILS2tMCH6esMwaAFFPUVLov3j7D49AD7v7eJxDlQc0Fc8dcTqBi0+1zavXJaChYcWsscunEZj4QXFFPX2QQLQr7xbQmdT56Q077hSoxcfcAEA5IHA/zzj24g+kSMxz9+JdmDivCiz6ve9TjhI2GslsT8GTGH2ITCCwn0oZMWA/7c5UL88aoBvKD4bFGQuODJnNeBLXcfo7DBJHPIIHfYw+yKIhcgMeFhtlx6H7NZ2B4kNqXoxBW9r5uQhKaIJAS1c5r6Cpd2Vg4Ms1eL5iJUFBuT2eHixsa3FEOP+3S2NWhnFX17DNEZuDB5S4DkKbn/wwsiKvvizZ9ny93HSFzwqF3ZxAtJkIP749xF32PpEp9ORhOd9bELFvVRRXBS5pqtrEFwv3A4I+dt2r0eeBCfdnEjEmsXm/Ooz8cY2KNxoyJYqqzzmNtlUl5hET1r0x6Q6LL4uCa71yR0TOab9RUu+UuC2FWD6MkgPQc9wgWfTo8ktXTS0oUavnxaaEEZcTM0Rn2ZIVdFcNTznAHvWKC2wsPqbbGwwyD305AwhBVLJ94gtWUK54U0v+z673HifBmwX2s9D6C1ntdae1prH/hHft6OnQZGfuHfDS997f90aa0/p7XeobXeETSjtPo00WlZqPJfH6HZLzu8Vk7RyWpiEwaRCQuzLSBwqymJ5h/7lW9hRl0xxW9toG3JiWz3yo2gPOh7VvBXQ9tm+cxf3MXgdwIkz/k0xjwwIHvAZOFKj/ldNolnwnRTPhfO9JF5MogbkZu08VQP5qvy9OyFzuYm7R0NlAfjLw/Tu8eiusykslLeasPT1MYU1niI/mebS6Z32RTYVcHNhYrysOW3KUprLRJ7Q6xfOUPsgTidlKa5vUX6iCL9VBDlwtnjg7TGHKorNSNfsYhNScyY1orAwShWQ9G7xyK/XX6ODog8XJICYOJmG8MVDKEXEGFCbYVEK3lpl+QLQaorkf7/vCI2Vrn4Wa3ZPoH7SE7iqnbB0S9uJJg36cYl/b0xrMm8forQtI02oPeWKQqbxH7QHvDg21ncsMJ7KMfwI9LCLe6UeV3igs/U9bJaer1d5ipxQnlN+jg0BzRGU9ospbXSnjdczfLvvxudcHjy7z/LtruO0LvfpfWeEp20IlRQpA8r9GwIbShqy+Hb7/9LEufFawiy4zQ8ER/M7/ZoZxTjp/rxQhJvZNZMrI4mtChG/NpyEYvkvhfmgYNbqA2bNEZ8uglN4izUxgxmb3Wwqwb7rr2P+hsrWE1p6b7n3vvxApB5MEzyYIDpm+T1R2bEW1tbBrGnIkJhashmJrygcUY7+LYsenZNEx63KW/v8op3PYnbtaiP+aRO/fx5cpe3CVThxR+sJ1hSNEdcAv1N3P4u4XkBeqROSLqN3xLk49Y/fy8DT7s0+xTldVKAzDZ4waW2YtnHmAoxfifUdreITXl0+x0ao67MVCdNMgdM7KqkEFXXenReWeG1D/w6y79TJdDwBbN3JIxxdYnItMGn3/IZqms9zJrMG92oKLh33XOA+HnjIiC954BL7gXzokgl/+EWkfM2bgSmrxWaTrCoaA7K894YkQ6N1Rb1c+++LrkXawSrAgNoDIq3V/mahW02nYwEiP/ob64hNu1LOs9xyPwsRDch90j8nEFrwGd+l4Eb9QkMNIifshh52KeZkzgzsyszPC8IBx7YQCfn00kqKsvF0B+Zk3uuNmKyuC1KdZkiec4DX97v8hdGBNixRkRRdlWU+t0NTZyYomevQc87L9AYMHGSPtmjSzJyDeG8i28qwWhagkp86T0wVtQpbRb7jRcQ0c3vfuTXOPzNDSxuMzDPhlEu9O5zMFyN96YCrUubBPImerSFF1CE8hIjZ7alM6UNaIzK/KW53CF7wKDvWUXkA9OolxfoZDWlX61jNgymbxR1vheE0GCD8IK0z6959X7ip03CcwYLu13e/Vv348SFcpU6ZslnEZAuXG3EZPZaaY9XNkgoRDfts/jjYXK7Z2GwTfHGNoGiwdy1PvFxRTelab26TPnxfpInTIL7YwTKIqwrb5BEGjcMzRGP1ohDa8z5pUXvv0fhfCO/0KZVSg38wp/dBRxZ+u/vA29QSgWVUsuB1cDz/0/f3A3JYt3OKkrr1NJsQpE9pGkPeDhZ9+K8rHe/y+SrPQxHQlvPtPvwlmwT/ZkqXtKlNegxsEcUgc1BTX6LQWmjZurFAZQPhY0iFw8UBShQ3CQLdHRKU97mMLxuHpYig3xbTh6ROc3iTIr5l3WJPxUh9WCEwi6Z+0Vnu1hNTc9BEXLUhuT3SZ2E6oowZk126oYDzWvr7HrrAbygojGoGPqZAOzNrub4iWFMR+KmAsekmNSWid3BaCvCEzaBikE3YeKGITbj0T2aJFgS8Un1jjrpo8LWNNoiw6a/g9lSoCQsuXefpp02sFpqSeWnCSfbNAc1mWOanoNt7LrGey7N0GPyeiZ/vAzlQeaosH6dmCJYkAXWyXjYNUXhm8N4QWnBzZSSJM5B4KoCyhWPWCepCOd9ChuEJWuExOrghhWZYz7veu8DKMsn+c042lAoXxMsKYIlQ+5gLerF8mqD7AsmqUyDNV++lwPf3YQTMchFGjhbBPtltTWBokF5o7QdX/eJj6ANEeKAqDeVr7HaMstrrW8TmTCFXbu7QmjRYO5yaZFFZhVeQO7PuSth8+op6mPCYQ3lFX/8sS+ABnsuQHtZh5177qFRD7H7TfvY+faDfPkPb6eT0eRv6NDOisp7+NEuvg31ERF31ZaL2CN5voOTkF116HQIL+JT29SltlwEZ+meGt//8m6yj8lc6KXoNoDeHwapXtEie9yl/5mmxOMdiKM7op79kw9+gWDVR5saI+wSmxOS0cQrpIAPP+pitX4eKr94hYfSGquliJ22ST4aJn+Jwej9Birm4luK7BGHy951QDpCriJ1xKB7JEl0ymTmuiShgsP0dSISS3wpQSeneffzbyHzomSmLlzhEZ2S090zX9qO4WjBsAGL2yyKmzW/+jf300mD/2gGN6xJnfUZfVAYukrDyXd8mpW3ncNsL2EEt2ma/YqJ2yxOvi/I6373JzQHNL37fBLbCvgBRWtsKXc0Jh7g8mqDzsYWpY1y6msNeLT7PWIzHrFxAzflkjhj0l2IEKhoyu+s0ckIRaew0aK8VtO8pCWnwKhHfZXLoQ/fR/4K9yIf2WpqtCm/Yzsj44z0TbMAlNf7WEWLUEFSThKnLaLPR4i9bI7KKjj72HKxXcUdyitt1FKjYX6XTStr0BnuwpYq8zsli7O2zCf39Qi5vQZ2FRqjPmZLUxsyL6ruk2cht3uWhW02xW0enZ/2EDoYQfnQ/62gvA89mr9712cxHCivFYFRaFZuuug5m4f/6K8przKY++4Y7qM5tKnpHklithSRSQuzI50aDiZkPTXgoZ9to75MCphVsPjs37yKzDHNwg7BVs5dKWt/ZMGnnRW3gVEz6X1W7HaZw3LyXHiun+RjYXxHylvfaBEnBr17Nb1/K7oH3xY1c6ggm9XYeRPli+8zNG8y8IiJWfk5feu/vP6bCqdSKgrcDHznF778F0qpw0qpQ8D1wG8CaK2PAt8AjgE/Ad6ntf7lsqWl66X09VBBEygryld0+P13/wtz13oMPQp4MuOzazB7tYlum+CLsfVf91/GVevP4GxsUv7pALGTAVJHDRbe0MJoG0LiGe5i1xSZI/CyDz1BKK8pX92mu6xDbQyi0wZ+wkX5ED9u0/xWP8pVlC7xsTZXyB7u0BhSDD1oED0cwnBEHND3uInV0Iy/0sYNy3AduJhvWNwomaDBkhQPq6WJ/zTKnu9tw+xI3FPwY7P4AckNzD1vkt+qlmLNNMVtPu5Qh1a/T/ycQXhXXgr4VkVxh0s7bcqG49YqqWMGHI5LhFJbbjBtwdgXDEIFGeyHXwwTygu5yGzL+44Pvi+73PJqg8kb5eTZyfnUB+Wmag74ZI92sNqS/NHJLPk8PQR76MmONnlq6TS3P07xxjbtF7Lk9skp0OjCB3/v62SPu9zx8mfZuXx8qVUMN/3Ok/z9N25n+N9sZq8Vjmw3rjjywftEtr66RX19l/CiCMQaI4qXjR7D6XUYe/l5Zm9zOP/YMvq+HiYyqyivERtQ4pRFt8+lG5f3vjUot6IXFPm6b2rSxzXmXBCrKVahzukEXlAKmjYle1GLnYxA2eDcj1fIfGxO4STgY//wTrFfFBTRk0HsQzEiB8M8+7ntPPnANrpR2VwELoQIL0B1IcbCjiDBktggwguyuNRWeJy/I4Ax1mDVm0/Ru1dOsHQNAbBPamL/JPO/8loppE7i52Kn8hqD0NEwzaxJ7eN14pMegQoE8hZ+QPPB595IfVDGH6FjYWrvEb/w6A+l5V4dE+sTSghbwQWT4jqLbkpOAPVR+X2L6y2iR0JoE4obbB798bYlZNsSB7iueOYDf03mmMP4bUHMtqKwwyM81yZzRONUA2x+5xFCBU3P8+bFdBOrqfFCiuhS0DZbqvTsgz946g4yx+Rzi05Dfchg6kYTq6mpre+y/Y/uZfGzy/CCmvgFyc+1a5qxH7sk9wf5/m/eJDSofhP9vSzdJARnpDPSHPLwbUie1QSPhnEHOmy5+xihBZPESZPKCpNmnyZyQU66Vt0gc6xJrRqmkxFBTuq0R7BoED4axq5rjJpJ6ojFro/fS+pFm1BBTjS+LcWgm/YpbZDc3OY3+2n1GCROm6SPy/seWjCENnVFndl5mdV2k5KmowoB9I0l7FvyhPO+WNACisShAO7puDCdgwJ/mH6ZR3NAicAn6uGFpV37Uldj8WqH0iMD5I66RM9bdNMQnte0B1yqb63Se6CD4cB7vv1umoM+nSGHwk6X7HH5LBrLXC5/5t04CZ9OBtmAzxr81mvux7dlk1tZZRCZ0bQGXUJFTXPMxY0L4KYxqMgcFRJVZZVBt9eVk3JXkTznY7hLHbNtDRJnJFO3utLHiShiE+BGhZgUnAhiuFB7spfojKa03qCwIUQno0lecKmOiSrbrusli4xoJJQLsze7xC/8/Bn6L6//psKptW5orbNa68ovfO0tWuvNWutLtNZ3aK1nf+HP/kRrvVJrvVZr/eP/2p9juFBdAX/3vs9gTwb52AuvBgPyb2wSnpHetdIw+LjL8IOiSuwmNe/Z+TiHvr2BwJGIQJo1rHjTaWKPRIlfMHBiGivoojyF8fpF/vXh3dSvaZJ8KkTwrHiPInMa1TRZ+a6TmF3wby+y+qstsvsNej4XYfpayaFr9Jo0xjxC5aWszNWG+LJaShbmpRSDyq6OBPJqiYDqZHycgS6BqqZ+a53UGZ/yOvkw5789hlWXyJ7Kasgd0OiRFnZdoS1N6tkggYEG1TU+v7fuB4QLAmq2ChaNIUXqnINzOkFjGNx1TXwLzBsLLF4hod7n77Jo5/TFEOfihiC1VRK9E52RVmP6u1GCZVmctSl2F+BihFDirMH4K2wWLjUIVn0xck9KUr1VEeVqoKYJlX2UC86WOunHQ6RO+Sze1CE27VNdDb/7vTcwdb3B9x6+nAOPrpUosqjHA+ObaPe7TN4qgeVzu31qY7Dtj9+Lb2u8mi2LQ0hUj9rQ3P+Nq0m/YHN6zzKCkwHaY12qYyZOFE782n20B106acg9LUrU2qiB1SM2EastLWu9ukFxgyIyraiu9fBuLpE8LWQX39b4l9R47Pc/ieHJwhAsStFVWuTsrUEXuyYnxPrGDvFr52n3+Bz+0H34txdpDbgEGpoV35CEnG4C7HhXpPzG0szVkM5G+ojByMMegRdiBAyP+pBF/AIYbYPITQvC6MyYaEtAFq0Rh+bAz+0oRhcS4zK7XFhM0Og3cWOQ2b7A8M98rlxxVlr7NjRHXVrP5ujZ75PfYtNOG4RKmtRJqI/6FC5RFwMStC0jhcRZ6G6rc/mrX8RwhDjVzmo6Qw59z/vccufztJcgBjv+6UMEyl3C8wqrpuh92qRwiaDwjIbJ2T9fjxcUH2CzX5E+5VFZI8CDxm0iPon8JE5jyCB8LkBxg0l9TF5bfczHzzrURg1wDXxb0nUCFZlFBsuSWVtcF6B7bRU3LIk1kQWf4jYpNmZbQgdi4ybdJDgRoSpFj4R4/rH1wome9thw+0nsmrwX8XGfYEFx7u4IxnyQt9/0GJFZhRMxCFQlAaS2THH2DZ8hec6hugKMrmb2SrHXJMZdPBtSxxSxCYPydW1BFyaWhGwJJZ9ZWONEoeebYeIHQ/Tu8/FTDsqV2Xf6szEaz+SEjlRXBEsCDHBjPpljPtW1LtEZTWBWUlZ697qEpm1Sp7u0ekRtvuwHNWKnArR6fWpDFl4YEuf0xVg4f0+a+Z1BvLAwxGMTBmbJInXQZuplcs+F5iyy8QbRSeEc9z0nWoG/+9KduL1d4uNCPWu9vMraddNYHU1k3CI0Z+FGpDhGFhzSJ32SuxbIvGDhLfnQQ0WPhZ2SP+wuhqiu9qmPinalssGjPsISqlMRvyCfeXhBU7i1TaAMjWERkJktoa7xK3mcuAjBWr1QX+nSHHMxyxaNoZ/rBP5PNem/tnj9f3Yp8d+4aZf3ff49pE6An5cVyulaBMqQPunRua4qETPrTBLnpXf/mT3Xs+HuEzRXdTn8G/dRX+Ow/+BKSpf4hPM+sUkwTkewG5A/liM8a3Dq2i/RHITO8g7RaVi43MOqG5z4+joaV9fxHs1y9gOyU3nVJx4isKlCKC8m2t5nFY9+8lOkTvsEytAcdlErGhS3u6RPyW5Mt0zMogiILr3tGJnDCloyExz5B4vKcoPQoghB3IiYpheucgkvCCkpfDBCY2Ob3qdNgncskLo/inKh7EVo9Bq0cxL71Bz0KK22heOo4e2bniE27RMLdjGrkkQRHTdJnZKby7fEqJ45aNLJKNo5tRQj5aN2l7Da+qJlxmypi57J6grJaUTB9G0eVguKa01JiC8ramMyeyxsNIlNC9+1shoqKw3GBgsEyx6hBTnxmy3Ft1/3SXoO+sSmNOFZi/J4ikhPg/CMLJCZkbKYt3vl7wcKJu7uClteeZzUcTA6ivikT2W1pjvo0LvfI3I6gOEKuHrrn7+X0IxFeF7SQBLnZYfvzUUAUXNGpxS3rTqOk9DUtrfFM/pgilaPzPe0CebBOFd94kNo5ETpB6C7qkV2dYFW1iB23qKySjIPY8eDzE2nseqKbX/yXhovZmDJujB5SwBtSXp97IkIflA+j/LLGlSXi0iqlVO4YYN/eO99PHVwDd2EiF2WPeBww8ApFrcqCls1VgO0oQhP2j83ySNz+PJqg8aI+BQr68UbXHu8j/IKi8MLg9RHFL1b58k9b5K7ZpZOwpCTdt6ntFZUuTrq0rNP+KV2HaIXTMILGqujWf43cLgwQPKcixsSpXnkTID6m6r89Du76G4Q8Ht0WrPr0/vpZDROQrO4y6e6Evqe7zK4RzP8kdOULvEoXyHEqMKbGiRPQmTBQR8TqXBltajtozMaNtVY8Z02dkOT269IPRvAaoNyFJX10o6/4TUvMHezS2GLqKnbWYj+MI4TEZtJK2dw7q7PCrN52MNsS0EM5SE671Nd49O3ty00pcEuytccemQtwQq0hl3yW2VGF15U+EGf745fgheAhd0uhqOJzELvAZfl33s3s1daorYuiL8RxCqzeKnACKyGxvcERL7y+vM0BxVeeIn+dA5CBQmYqK3wKK41WfUFn1DZp7HcQVsCUCjc0WT0JxVaOYPGMo/QgkknroidsShuFZhGN6Fp9Jm0BxzmdwUYeKZD9miHk+8M40QhWJD7JVhY0pKkFIVLFINP1Eie9eh/VqPjLtE5H+VL3GFoSkAuyoH2t/owu7L5bvQZ+HcVaPX79D1iL7V6DZzTCVLBFsV1Bu1en/QJn/plLXxTMXO1TXG9wcKZLEqLfcrsKmpDFokz8gz2PaMI5g3Cc4rcix2iF2Tz2Pe80InaPYqtbz9MYYeHV7UJ533MtqK0yqbxgQqdNHR+0IuxlKmaOKcljWjGoncvDD/27zvj/He9vLCId1Iv2pgdWLjeITppED8WwBgP0eoXQYvxQoLasMwC/uF3/47e/dJaeu7oSlTNYu0X70W1DdJHDAZXLVLYrOjcViVYEguHl3JxEpo1/3wv4XnF9etOEippep6TCDAnCnoiysAd40T2RWhlDf7+J7fRPZIksuATnZEUi90f/wBzNzsEqho708Y6GCM0Kzt3kASPgadkcZz6o9VUVyiGHxKI9vTuME5c0+7xJe/xxjlK17Yx6ya5wx3ZDW9sc+7mL0hL7mu95F/RJrRo8JfHbxGf3nFo5ySNITbt4cc9+p/zeGRhLZWVBpOTWcwu2BUFV5YprZeHInXGp5U18AMyB231yim3+KsN7AdSlNbK7+9lHJLb8kSnZGH+9l1/ixvWZA9p4scCtLOadp8vXsVhl2BRMX+lnMgWLvfwe7r07hUD9MKjQyxsszEcMdePPOpw97d+g/qQSWmDprWig456+IelDWk1FfHPJKXNNOgQ2lXAbCqa5TDPHF1FY1DRXtsWr+qKCpnnbEprLPztNeojGr+vQ2TeJ3RpUSDtAWgMCHbMbMvrmXxqmG4CHv/KTqy+JpQDODFJ+QheUaC20ic2zlKbTLxs4UVp9ehqAPNfs9SWa4wOhNeVxXurIHw+QGxKBCh2XZE6GMCu+wTzChUW1W/y7hnJJxxWvGrNYYIlReaYhxfRLL62xf7WMmLnLbEYrXQ490bF1x+/klBBseK7Xdo9YrcyHCS8d+mqrpOQ5969mv6fmZipLkZmiaoyoHGeydDJ+szMpSmvg5kjfRR2eKRPOdRGDHr3OURnfegahEqu5KJO+xfRbsF3zlIfjVB/vJdmr4nhafI7fFJnfeoXkrhxTezZsKStrIaH//Iq+l7wCBUU2f0Ge3/lrymuD9BOGRz/1/WEZywyTwaJzCvUvgTtHiVFYYlVmzzNEtpQ4Z+MMXdFhOpK+Sw7aVGLjv3QJzxlkRx3eej7O0keCHDH1Xvpe0bSawJ1OT3HZj3B7H3yvXhBOHfXZ9n+imOEFjXlDS6V5SZkO0xdHyQ6A4btS/ZkSNONw8hS30wb0Oz3GX5U03ouR6ioCSxaeCFFaatLddQiN1pGebIhraw0sRtLXQFfWv1eQvCCumsQKnlMfm85RheyRxy8EJiORt9QkpFHR4r71A1h3F8pMvAzE99W9N46Rfb7Ec69JkEnI8CG0KKMe7QF4SmBG1hNhRdWZPZZODHxqleWB4hMWCTOizI4fRRqy0Uc5dvC9j5/d4zyKpP6oIkR8Ji7SpM8BZn95kWqjzaFJV5bJq9N+WB8J0v8rIH55gVaA95FRfv5z65l+bfyBPPin9WLQay2jxfWJM5L16V2k4gtx35YWyI3KXIHNG5YvJndFNRGA8RmfHr2+8ztEnFWZ1uDJx/dzOovd7AqJovbpZMTn/aoPd+DVvIMd9KyCY/OuyQvOHR6Pboxxfyl/zOzahtLCLq4+CbD5wIYHtQ2dUmch26/Q33EIFjWFC/x6WQU7/rUB2llFFbVxC5ahBYMAiVFaMEEDaXH+7GaivbZBNpA/D0dk2BBbsZWL5z+sw0U1xvEprvM3uhJ/FXEZ+JnYzQHfRrDGi/jEJuCzL3jFDdJSnljSBGcCJLf4RF+JoY2wQ2J0RjEo7SwXXa6k7/i0ul1WdghSfRWSxa8zCFFYFuJyqP9hI6GCc8ZzO8IEqhqQqdDrPz6ewgWJAi573sipe6cSNLsUwy88xzRWU2gZFAfNolkmkxfZ7Dwk2H0lhrJQwGsuuKWu5+n0xagQXzCZ+HOtswpp0X4ECzJ/NF8IilzPF9a5pGzAZpP9lw8cb7/Ix/AD2ppdza1zILPGQQqEsytNISnxfIz9oBGtyzckEJ1xLLT/1yHn330r+RhWx1Y+reaYMEgdjzI8AMmydM+TlzjxATDNvB0h+QRm+rJjLTSTU3ysC0nmiMhUek+m0a5EqHVmYkSWlREj4QIVD38RzPse9snYQkDtrhdfHcAzvI27T4RZDnVIFZfk06Ph8p2SN6XILG8TOTOedpDEkUVmZUYNXdNk9wLBvOXa6Kry7R7NckvJTjw8fvoZAX/Z96RJ/3qaZojHo1BIbA0Rj0M26e2HGafGSS0aKAt2PNXl+Hbwjb1Qprwnhj3HbqWxoiwg82aSfh8gMiUWEXOvsXA6MiC2urzhUC1dIX6GnRSipnrfdoZA68aIPuTEIGyxgtrmkOi5Ezsl9ZhaHkNs2lQH7RoDfhM3mTSyhhYNZPSmgDdhMILqIuRTfNPDFEfkJFCZMEjVPRJHzIorzTIHpTUC/f6CokXQphtEZMoDxLnPQrbfK7/4w9R3ehQXgfVVdJCC1Y0f/wbX5B55/4OC1vtixaodlbR/5xP6rR7UVjS95xPdFZaiqFFga2H85rp1zj07XWILPp8/+lL6SYUkUWPdsYgfh7Kq0zSJyB32MHNOqz/zHs59bn1dFOK7AETJwb9DwSJTYh62M8HWdxioEdaJM9LhNjw9hnsmgD7G30m8QlNs3cJSK4gtNQaDX0hjdmWtvPAU02qo6ITSJwHJ+FjRlxCi5rI2QBzv9oWdXZKXwx+tpua9pEU3aQmc0SRPunTyfjo72UprTOYvlZR/eoQvinBCbFJTfaYzDPdiOgr2oOepJgoyB1uUVsuJzQ3DMXdkrRS2KKZu8an9qraxeSZlzaAwaK62A0byFUYfBxK17ZxI0qCCBB/sp9w8fq6wj7e5VC4tktlowtf6CV+VhJeXmqhLlyZRVvS0rYGmrTTBuF5AdCHp01CzwgQ4eSvhS6OvFo5KV12XfQtnbRicZuARSLzimBJE3siQmRWWuhWU6H6Ohc1JkZXNr1+QNa2xLYCs1daTNxqYLQV9qsXpJX7S67/8IXTD0K4KEgmN6LInPCIzvpkeqr4Jtyy+SitLS2qyyFYFFP1S8qylTsmhJeY0jQ2t4nOyMA8vnsB5UJ0dflijtzYmjmqGxwCZYV9SZmFSwV0PHVTANWRRcmqGbRXtQnPGaROIG2HrGL2q8vwYj7hRdkV+2sa9Dxv0hj1CV+Wxw9q+pb0w05K5n9KQ/RgGEwBwodmLFFoFn0yb57E+nFKpOdJfVHtZXbkdJM9KNB1J+njhBXtl1Vx0h49L7qc/slKFq70CJbFh+oeS+Bl5ATM0TjdhMwZ9/3JpUQjHTpX1AAwzoUlpLvkUB80aYx4hOc1oaJm9a+elPlk2rvoE+MyGWs3ek38gLQaS7sckku4wso6EaDc+2v3M/Bsm/C8JlDpYtZMyqtlPlba6VBaE+Cav/0wnbUt4tMulcvbtLOSqhCZlRDu+qtrqJUNsRmlNedeb6BuLGK4UN6gyTwZEEHSjopg00w5kcTfMENzdYfMIUV3Z51/e+8nCH1khvoyn0u/+JsE5KWjfGkpA0RiHULzBuGCdDnG/sEkdt7kp7s/xfwOm0opSvtbfVgli9aQR/Kcx+Juh+TPwvL5DdVx9qbRKxssvKHFjt+7l/g5KK82aTzVQ/G7w/zRzd+6CEaIjVZ506bnCeUVypNZvXIhNikdhuV3n8WqG9R2tfDmw6AV1VdIrqC2ITbtU7m5Sd9AmcxJDzfpidVntHvxGdo+OIVvQW6kTDsnCMNWr6K43SMyaxAdrpE5rGhfXSO3eYHI9xP07JWoOW0ChoxLrJai2SfCtdIGKG72Ca6vkDjnU93gUFktfr122qC4UwR1XkDwje1zcSHRHPTRaxtMvBIKm0xGHhKhxpmXf5bkaYhNGsQnhG70259+B+Vr2ixuE5HH6IMifW5uaFNdJm05DHm+naghwJPRLvUxCJ4L4sQUkUNhOkmT2rCBSndJnemweIlFKydWok/d8xmcmKLRb5F91gZjCUMYXRImhjXllQalTRpvMUR4zmBwj8OZ6/5ZvLjzmvnHhwjnpWXaSQtS0GrD0JMu4bws7PE7ZqkNmYSKmvz1HWavighfFxGlDD3mw2yQ5qAid9hlJFsmmJdNWWvMEQfAZpPsERnFNAbk5BobN9h1zwFJOFkwKG7SVFcqaiuEGCaCGYnYy73YIX5GQBGdjS3OvSpI9pDGe1ceNATGg9SWQTBvYFVMwj+NE7tgiB6jJroLqy6QEOXCzMleQNax6pYO/pII1U269D1ioR2D4iU+medtjMUA0QsWMzf4dNPiy6/fXiMSbaN8sULZNQWnotTHILyoiU9K2pHhSKRiaGop/q3XJ3nBobhJU7y2g9mRTNbsIei7e5zqJR3KN7doDoAblTQdP6AJnAjzwp98GqU1rQH5ee0+l0AVSicyEiTuKryYT+OhPpzoL69L/+ELp3Ih/RvjhPKKyiVdiutMqmMGsc+mqF3T4vkvbyP7YEiSSxqym+PaEtpSnH96lOj0UpE6EqLZp7Buy1NrBWmtb9M6Ico0FJQeGCL3nEW716d5PoHRUdgVUabu2naa7HWz+LYmsydIJ6txX12k2SvpK6XNPpn9BtEZXxS+h6Lset9+gnmD6tEsZkto/QDZfSY9BzSldXJzpA9YVFf5RObFwDx/OZw6PUh1BcQnfXbuPkG7R/P9D/8FxU2i5rWbwsQc+ckSzefxJMmjFvVBk1e9bg+xcxblzS6pk5Jpl34+QKCuaY926d3vMPilIFO3+hg/StOdi7Cwi4tK2MmbghiOllizrKKwGZ4/uJqr7zqAWTdw4hIHdOvYcUDaJP1PKfG6vWBTWi9RX8OPaJa//jR/8fArmfv1DmYXTr85yC3XHaDb75I6ZmCFXCrrJCz37674Gt2owW9e+shSRBYs3twhv8OnNR4n/tMoTtLDrij6njD52LoHGXm4i5fw2PtHn6a+s0X7bELaddsbjF4+xfzjQ5gFm/qYBPe+9vO/xez9Y6SPSSA3GlLnPAIlhTcifUDjsdTFSCdtwvBfniFU0Nz++Y/SXtVBdw0MF7y+Lhs2TTB3mUHqYIDaTWI0Z19STr57YoT3xCju7hCoa3oOOmgl3r7f+8Frefuv/QirCYEfpnj096+mMewTWoRWr09zucOF20NkjzmceHwFflDQfYkzS0rw6SjZI7KIzd3iEH4uivudHqavVaxdM02wJKkRL13PPrWegWfauD/KYVdhcE+bdo8met7CjWjcF1O88bcexD8bY/5UD25YbDnRGU1kxiA0bxCdlZDu9ElNY0Tzzlc8THTCJPLdJMWNCtU16Pa4eEsbXTTsvOsw5d1twaedVARKiuoyE/tAjEDBJDqtyW+2mL7GYucfv4/6sMINwexdXaE5LfMwpuSU2ljuUlqzlI9YsaV4r7bEo7xX1L3W3YvgGmSOaNhck8zYK8qUVxskxj1i+8K0M9KZOPa++1A+/PZ/ejeVdR6dlOD/nDVNjA6kzvjUhwWYcPNrnic8J6dnqw359zRZ8a17mL1aovzaqzos7oBmj1g+FrcZNAd8ChtsKiulCDe/2U84L+tD6pkgRmcJdo8IrcqrLAIV+fcTd/lMl5Jkj7kMbJ0jcsEmMiOpNK2sgd2Sk1I7LVCEB5/aKoEC53xu3X2Qzoo2hiMtaycm7evci11Ka4NUN3eJT3Xw80FGHxRLWef+XtKnPYIFxdDjDv0vdHF7HNo5+R6tfh/D+bn9buB7AbzLq/Q/LZqSzAmHr1/3GbQpr2f5N31aOYNHb/kkdk3m437Yx4kJ1MBqQP/meSIPxtFPp+kmFWbDIJSXdvLAUy6VlVBab9AY9egm5cTb7hdvqnIVM2/p4Mc8okdCFze9pfXQ/sQgiReDqAthIrNymqwv88jtmKfd53H1obuZvA3MlnT9svtNXnvPI0RmJVXmzmufx6qavPIte2gN/Puzav/dLrOjOXJhkMaIz8p/8S8SXupDJt5iiPqIZuEKDzeqGXn5BQpbNZ0X07QzS3FZr5kiPK+oL3fpJjXXDJzBejKJKgZQLtQ2dQgvCKOxuElanMpTtEZczLakru8bH8X5Uh+jP3Eo7HBJnoLoP6fQu8sCTj9t4oUUzT6Dymrp8T/9he1YoofAbCu8qMwznJiistJg4GmP6goJ/g3NG+ReN0nygsfITz1QGruqKL66wQt71hGZUbzhIx8mlFckj5qY71qgPqzx3p+nPmSQPu1Q2ehSWav51oNXESxphh5SlNbDix+7j8QFFyeqwFOYH5pn4hUGqUM29WHof1oRLBrEL7xkcldU1mmSr54hPukRXpR09QP3beX+13wSf20dlOLH370ckIfeDQmU2uhC5qgISrrvLnL+31aDVjQn41TvqBOdsPjx/s2cf8U/EqhqtoxMYfS20bbmAz94GwtXaP762Ztp9SiGHm+SfSwoMyHAfs0CyRMW8Qk5hf7BoVdy7tUmWEKoSTwTJlSQKKHQ3iiTTw0LpWdOIOyx6+cJVKB9ZZ3WbVXc59P4NpjvmZf23pI3trrREdqMKQq8w/+4icUrXTF6HwuCryhu0qiizdGTw2hbU97k4jomgarEKCXPSOFInXHYsWKc2oiBEzPprG/hhhWBssF3fucW7Jom/YYpzI6PXTWErVo0sBMdvL4Oblh+d7OtcOM+8SkXs6XoWZsnWJSw6cBUgHaPprjFB0Mz/aMxqjc1JNZu6fKDPuMvD8qcrA3jtwaxV1dRnuSf+rbmU0/dyPAjXWITMh+qrpD7uJ2Tol9eYxCb0hQ3KaLTii9+52YMT5SvwaJi7Ic+qUM2mWM+tWGTwKLFk09tJPdQCLMjM3zDke8ZnZHki25SESyKJau8Xhbn7HGX4PEwydMw9KjcT8GKpucZk+J2WchGf+zT2F2nOeTjRjWLWw3633yB7T1TWFUTJ6Zwz8XQBpiPprDrMPNyl+R5l4VLDTLHPF537kZCi4qR950mPG3SSctcP/pChI1vPiZFsCO/709+sIueA12qK6CbAPdAikDZIHvAIDqtiBwPkjypSF5waQ1orIYifVR4tYGKvN7CDiHctDMGzUGobuniLo07AlXJFs4c9+imNT1P2sS/H2dxm0X49+LYdQlOf+n9q41IVm9lrcZcXSdx2qC+wqW4SfHQI9tI7wkSLEqaTukS2ZTPvKOL4WisvM3EzUF69incqPCjK+s0bkiKcPn9NeYvDZDKSdC73lpbCg1XdDLit567q4s+nMC3BVKiPHjfH31ALFLA7FVBlA83fefD2Our2HVko3RJkVavbGxvGzxGs1/0FPVRH6utqI/K92qnTdyoxon5RCdM0qc8rIbGiDtEFj0JBHg6hlW08E3JkS1s0RiOojpiUb2ky8AzHq0+xWve9BiZgwYvGzxGoGhQ3NPP2jXT9L0g6NLqKvjG52+kvtxj2Y/afOe5HYTyih9++WoyL/7y8qi0/uWS2/8I144dO/TevXv/v/41/tf1v67/df2v639d/392KaX2aa13/Jdf/+VohP8g1+HFOVZ84q9JnlnyDmo49bZPs+Ef3ruUO6joJjSX3nCCvU+sE9rPtR1SzwTppBTtXh8/4tG7x2LhKo+1a6Y5+8IoqY0FXM+geSgt2LuG4q2/8hBf+8ebJe+vpqmsXkqMbypi4yJKMDwIFjSFy1x6nrYorwMn55B9xsZJSNxW7pBm4VLZiUuYscaLeYzf8xEu+Y1P4oWg1aNJrC3iP5yVHn9KWqVuRBOoKjLHXWZ2m6ROys8NL2oWL/NIv2hSWwa9+0QFa7iQO1Bl5L4LvPAvW1BaSP9mV2YD1ZU+oz9x6aQsGoMG1TUu4WnB8i1e6TL4kNBhvvc3f821932E1rAHGl571XN88/B2QqdDZI94TL/KZfSbBrGPTHHsyCiB3ianXvO/s+PHH6d8KEdkVqKMimtt6ss9ItMmRz5wHzv/071EFj0mb1NoQzP0sKI+aF5k4zYHfZKnZCaTOCOv1UkIbi06KUi95PVz1B7qp7m9ReBYWFTBuyWKwX0sS3zS40/+/B/5tW/dwyNv/Etu+9xHxZyfcTECHqGjYbwQaEsL1acoirz6Mo9g0SQ2oamsgTMf/RDX3P4XlFfaXP2WfTz2rUtxttdxpyMYrmSKBsoCynejL50kXBLHpS0aLGmcuCALG8Oa0Z92+eBnvsbHvvI22mNdlOWTeiaIflmJ8FdTdGOKyhrwh9qkHw9RWwY9+31Svz7B5PeW0+qX+ztQ1jQHJeIpUJJ0CsIekdNB4uM+8zc5BKYDvOH2J/jaD6+h56Cmstzg2J/9JgCbPvxJ4rfMMTOdIfu0TWzWZfyVikDJ5D+/7iv88X9+C4G6ZnGbwq4pme0FoOeQS6NXwB3alM/Gt8HYUiHxrTjV19RQzyfpuWma2tcHaWdFlFG5ts3a/1TkwhuH6Gxq0v/tIPM7DUIFddGT3PeCx8I2C6sprcDUSVF3vxSUXl0h9g4nBl5I85/u+iZ//N3XcuZjH2L9f/okAEfffx+X/sG91JaDk/QIzwiv17fEBuTb0BgWO0b6pCfpKGFpnVpNaf/Vlvn0Pwtzl0uIfXNAPr+egw6tnKQohYoiZkqecxn5+CmOfnUDnRSgoJP2sVoKJyWCqG5SEdidx304h3VTHv/BHN0EvPK1T7PnTy+jssLESWgyRzVf//O/YtnwLDve/tc4cXmtgYpoOeyavE/xCxI63+r3icwYch8r+dm9+x0mXmEw/FONbykafSbNIU3/s/LevjT+6SZEiKc8TehX5+h4JjcOnOIHX9iN0RVYQGTawAtD716HZq+Fb4MXkhFMZN5n4eYuuUeD5G/sCOilK50llIAn3vCmR/nnn17HuQ/9Fut+95PkjrrUhixBFG6vYT8bp50VRXk75xObFLqVG4PopCZY9YmfqVPeGKc6Jv5XJwat9W2sgEv80Sjl9ZqBPRJp18oKYSlx3ie/DRJnFHYTFnf65PYaS55uiM57TN6qsGoGTtbFKlqC7OxXcFmF0I8TtHLSgjecpazaquhD0sd+eV36D9+qDRY1Xtqhe1sFL6TRy1osf+DXaK3sEp2U9kJ4QbF3YlRg0BqMxQD1a5oc/fX7SB1XqLZJNyH0nYVvjgpA4P4szUNpojMykwtU4LNP3IDV0sRmpNXmRSVjLnFG2pjBkqbVI4ts4phNuOChHDDDkkzRTS711Aek3aW0qLe0pbFTImyILPgkz3p4cY/mgSytHklBuP3VT+Nc0mDkkQ7b7j4iKrOUAJ0NF+ITXVTYIzrvkzgP+a0G3ZSisgrOvSbB6UoPzUFJvQ8VJK+z2a9JnDaY2W0zf3sHLwCqa2DXoPaKOsE5CzdsMHel4sZPfIT4pE8gbxI/Y/L9+68k82SQ6LRm+noInwyyuMVm/AfLCc2bhB8TT13hZBY35lPZ0qXRa9Hq08RHqlgN2PS376WbVOQ3WYSnTM6/6nOU1ph0stDsU3STEJ4zKG6TFlzhMpdOWsRSVk2RvW0aswP232ZpjPh4DQvTkQi3SiWC90iW2hqXVs7g1759D8Gi4pV/+1HSJ+X97XncxncMmsscQfiNyhwzdbpLN6WJzJiE5wVOYVeltTlzlUVlg8vT/ySt9r6vhdC2Jn0U0icd8td0aYx6dHo9mv2KyAVblJ2m3COtXo13Q5notOLCK2w++OibaC8T4EXodEggGj/LsLALrrx3r9B4ltrE3rI2C69tMVlO0e6Rdn0npelkhSJktkUxG5m0GPqhRXPYpdVjkHsyQGwCHv39q4lNwML2n1s3QAp6/cF+VMPECyumbjTped6km3P57a+8lcIOD9+E+AXxWbazmkANqiOWhB0MSKKOXUc8yo8kSZxt0DkfJzblM36yn+oKoe2YXQgfCDP1qiF693WJ7I3ghhXff8MnSJ9yRa0c08ztMsmc8AkvagH6W1I07KbGeXmZ3CG9hL7TBAuKP3zgtYKWQ9rhzVGXKz78Hpr9itTmPOkXTZJnfP7gHf8ihemYvOepYwa/8abv0coZBKuC0ut/toPyhPyk+jp0Y4qRTXOYjrRDOzmfwiZbFPJlKbSxaY9OymCilsZsSW6o2YHolEFkWtSf5XUydy5Op6it8qgfzNLsk+fxxdIQjQGTUF5eT2Gz4vUf+zAAxVtblDc7NAc9nFsq1NZ36aaEnnPtO0RV6KVcWv0aLYRM/ICobXPPG0zdYNBOG/gByBzRhOZbtMckBLu0XjyKgbqPG1aMj/fQE2nw/S/vFoHkgk/mkMKNQbtH4BqdjOTpXvGr+yWzNWEQuBACBeEToYtZr81+Q0ZFpzz+7V9vIDYh5SRQg9qgJTF5UU3k4RjuFVXsmiI6rUmeXtqA9ohPFCU/48JdCTpJg+gVeay2prnMIfFCiMjTMYpbPfyoxxv/6Ee4QUl4UR40hgxi4wa1ZTLz1VFPcnHrGieqaGVN4qfFTWHUTWITCicqgdihHydoDIngtNUrAqNgSZ6X/ud8qiv+nchB/yOuTk4RORsg+KMkYz90CB6KkNlvYeVtDv72fRKplIQVfXlKGzT5XR7GYAunFGT1V+6lMaQIDDSo7OxIqoWhCM9rCpc7BKqK+ihU1miqV7aInTUpbPOoDxm4UbGzDP/MRS9hmNyoInsYYhOK7JEOC9st+nbNsWZwnsIOgR4oV9HJiJKrvqZLoAp+wuXUtV8CREY99+oOyWMWneGuiJ7WaR767BW4hRCLW0Lsv38TM1cbxE/a+BZLgd1BAhMBFreadNKKbsZDG6I2CxYUjW5AwolfncfsQPy0hbG2TnzaJXtYo8uBi3g+q6XhcFwsJ0XvIstz4QpN/3MO4bxPZ0WbbkIRLnoMPi7kGS6tUF/j0Mn6dJaCA0Y3zxKZNglOi2Q+fgGcF9IkJoVSkjnWJX1KZtBXfug9dNMad01TvI8xH6sF6UMmVl0ROWfjBzSd66qkT2gq3xnEiUN5lc3Kb7bJPWMx9vLzwpps2HhheZ3BiiZ1QhSmV7z+ADPXa8KTNl4QoidEUNIcddGlAK0Rl+KGIGZLEZvyqV4tqr7msAglvJBGeWIkb/Vpuu8usnLDjAAe3uyQ3B9Eh32i46LgbvdJ5qQb4SJerr4Qxa5peveC0TTJPm1jVizaAx75yyT/c8flpzj0e1uJTiqczQ3MDqQfDmEei9E4kyR7WAtezJNTudWEbsIntGjQXNll5npQjtiwmn2K+gjMXKtoXN/A7XUkAHnpcuKK1BkXq2FQWe+RPCVYs+CcTXhBqC2t11a48h37AZHpW02NH4TiJjmd2VVI3T5DJyWLydnfMBl63BdY+ZSJk3WJnzUpbtYc/tB9wnqNmHghsfu88RMfZuomsbEMP+qTOg3llQb1UUXivE9i3BVQeL9B9BtJAW94gukLXJsXj+BS2ng3pYiMWwTLHrnDHsUTWdo5hRtS/N4X3ozRAS8k5n+rDZ/8+p3S3egxiE1oJm6zsRuS0BE+IOkbj236HqU7GzQHfYJ5sfg0lrkkz3mYHZi9WtEYMHjH2FM0RhTReY/GxrYkajiaba+U40nl8ja9T5mM/FQz8KxLdAbKazVz3xvDu76M2RUakF1VWB0ZkwWORrBLFkOPIevcd5VoOTTs/bNL6WTFojK6fZpj77sPu7ZkDalAaaPYYIJVTfqUQ2Wlwem3RgjGO7hhGHmoS3JNkZmrFYWruqQO2hydGJD0HCXReW5UiVgpLweM+qhPc0Dzk+e20E0IQ9vcVKG0XgrhPbc+RDcF3pUVWv0+ds2lsdylm5D7zehKlm244KM8uTfVvgTtXh8nJiKsxrBi6HFRXrd6FOX1AtbQJhQuiJUses5m1etOEbh1kcxBk+QRm89+/naa/Uuq4ZSmndEkJl0i8wq7qRn6oVhdihsMzK7M0v2ggCv8iI8Tl8/LDQsLe+wHVbygxA8WN0NjSDph7aRBKP/L69J/+MJpNkV4goa5K4LEJ3y8gMKNeez8nXtxrq5eNN6mjiv6nzBw6gHsqonVVITyCNT4sQBOVFFZ71FbDskXA3RT8n2HH/VIPCMtwIEnjCWyBnhhn+BHZ7DrYgOJzPv4pnjNJm8OkDivaX6jn4kHl7Hsuy6xaY++fQ5u1OfA79xH7FSA1J3TRM4EWPuFewEwbs0TPBzBt5aCdzOIn9CXomt2BRGVOSynhg++9Xvkd8rPHbhihuCWkthBtLSTgmWxqgS+lCZc9Ok81IPyZTdmvRCn0WdSeV2N4Yc0OqCprfaoXtdCaWkXz+w2sauK1GmXQN5kcYtN8zUVAudDhBc05ZUWlRUmnYTCfjyJGXWFFLR01b4xSDsnPrDCTW2qKzWGB3Ov75C/VDP+Rk1lhYle1cALKNJHIfujEKVN0opNnenSzsgOMHJVHmuoiT6SYPFlHTppWSiVhtNvDtAYVpx8fhnl1QapQxZaiWKustwgf7mL3dQ88uQWEqcFhOEHxL8WuWBjl03SRw3MRBcvAM1lDovbQU2GqK9yCC7K1CKUN4heMPGCkhiysJhg6okRyeqbD9EYEuZoNyF4Nq1YijSStmqoIIthdN6lstJg8EnhrCZPKiITJqlDNr6peP7gasZvF0Yo5yPUxiTIAMQe00kqqmMGfc85RKYNClskFzUx7jP2HUV4yiQ6ZbDl3kO0+n26/S6xcYPoY1HCZwN88a2fuvgZVTY6TLxSbE2/ed1P8AIKJ6YJVKG6Sgp0+0iKEx/ZiHdXkdQJ6WS4IREWJcY92Rx8tk/CpkOQ+WmY2StNOrdVcbfXiJ2xiU97hOcNVj7ydvHobZJFjJ4OXhh+csdfy+k1Z7JwhUd8QsR+85dDdcwSv+GVVSorDbyAQXktxC9o3Edz2FVFeFFeT2NDB6sN09dalFeaJE8qhh9p0OpdypC0oZUxwRXCUuKcsFDbOU07pwgWjCXMmlgeglWfXb99L8GAi9FV9Bx0CJV97JLJ4lYJYQgWhOb1hw/ejdGB2purZJ4IUh/1afUojvzbBvyQT/qpIF4Q5i4zKa2yKW136X1Bnu/YNxLkb2ljtSE2rQm9bwYQNWxoUWE1fYpbfAKlLk5MiuLslSIMUz4UvzvMmi/fS/XSDnZDkbxjRroSaWjmDGavEJV0eNpEn4xRWwGVD9boPpEjc0QRPxIkWPFJPxbCXlulMaKZuV6sY+0+n+7qFl4QRh72cBI+8bMm4UXNjStOEXwogReWzcyXv3wrwRJEfpAgeUpx4a2axHHror2mslbTe0BaHuF58dq3+n2xtigpvn0vODR7LNyw+Dmzh9RFMlnsvGzAmkMeZ765BufHPdhNzZrXncSJSyH0eru4GRe7rvBs2RhWVorFqbBFckwzxzuUNkrxTD0bYNW/OjTWSeevk9bUdrY49fYoCzsEazn4pEdoUVFb5UlYReV/YuSeb0tbwgvK7KGdMiTOq2pS2O6Tizeobexy6vgwldWQv0ShmibL7m/ixH2aQ1oWJy0KXaMlqeS15b4QOyqKyjKbyKKP2dbM74LM9bOwqcby+10Wvz5KcYPMPpqvqZDf6ckiOKdIjLdp9Yofr7QuSHG9yeRNJspXvHX8Glq9PtYfZi4agwFKF9IMP1IjvCjJ7t2MR+aQLJjL7+9itiG3v0JjUBGb8/jz515G6qjB0J4WxR8M0T2YJlT0MboGpdU2jSFNsOyT32LQzBl4QSjd0SRYluy+bkLROSdUpfgpk+Qxk/C+CJnjHkqLXcVqQWmNRWfAwY1pnINpUVYul9OOb0PrxrpkZ7ZMnDVNWsukb2a2wXAVgaqCQhA/IL41dTaCXTEInQ4SXtSM9ZTwLVE6+5agyZQH8zsCdNa1qK1xqO3PkvxRFKMr+ajNleJFNDuyO+6mfKKT8n5b7aX3NOEQqIJVtLDunSN3YGk+cbJLZZ2cFgKXF/GCmh3vPIgxIScMo2XS/6zMggMLFvELLwEqPIIlCbJuZxXx/SFiE5r6MnjPzQ8RnVFEpw2GfyapN2ZH0bNf2sutXlEnJo7ZVJYL7nDqlR7trBT/YFnzZ7/5T5QvcbGqBoF0m/atom6NX9DCOs5DaFFUqCiYvl4WpPh5A+e6iqDZltlYbeDKMsf/YhOr/q1FZq/4gK0WDDzT4X1//v6L91zihE30nI1vwj//3ctBwVU3HMFsw9BjPuVVYiWZvTKE90iWVk6QecErCpx7zWdZ3C5Fo7jexO3vEipoGgOK0KKiOR2j/0vSxpvfYRBa1Phdk1BZkzjnkzvkEHkxTHPA502//2E6KY3haKLjFgu7oHlbjf6n9ZInEjiYoJPxpe1mS7stlNcEK5r2tWK87Xk0QHWdg5txL6ZblNdGGHyyQfaog+EJ7N5sKWqbupTWQeycxZU3H6F1aRM3ognlNU5MEc47FNdKF4fH0kRmFDO/2qGwUdJC+va6BCrCvnaisjmPzGm6B9OSR1kwJNx9KenEbC/pC1wFBiz7NlSXGcQnZaSQfCpEbVS8nhf2DgNQWSFWiMmbTMLTJuMvj4hn/YiorIOL4v+sjwmlZ9lXFcblJdzP9XHJy05IstKQ6DFCBZnhf/Q13yW8rkznqZysoUudq8agQeFyF+uJJKEFhYp4BAomqeMKv2MSqMDMbotAScIyevbVefjhbbi3lYmfMwkWJS/VjUD+chdtKLKPBfnAe75DbGrpBF0yyG8OsbBD0U1B7+M2pLp0k7IZMxzF/A5bGOO+eLEXd/p4QRmZNAd9QnlDgDWAcjXVMYMXH19DbGJpY3okyIbfnSA2KRv1xUssYTubmsisgR/QTF8bwmoskZrWaaauD2MtBiitF/AHi0EyBw2iUwZuSEIK6qtcVnzbkdzhgf+JW7VCeZDdSO6IEHwaKxyMjmLl1zs0v9EPHYOe5wyiM4rci5re56Hw8RYMtjFbIkZpDCkSExJEGygZxM8ZdPtd2pe0GHnduYs9cz/iMzWXxjsdo7wqQHm9eKYy18/iP5smUDKpXN2m50Cbh772xSWpNFTWCNbMD/ukj8Hxz20EBYWNIeyaov85meMNPg4X7ohJ+ruG3ucUlVsbFHe6VH6rjntnicKWJLkjLuVVJrprUFmrmbgpRO72KSKzmka/wdotE3SvruGFNbUxA2NtnezxNqG8ZvTvTUq3tEgct3B21QiUZcgfrGg6GTlNz9zhSMTPnMxNvBBsXDOFXVXExmXGFZ/Q2BURICUeiKG/l2XsOwq0ItEjwO2XYrVaY13i5wySpwSObdcVoYK0eGMzDvXPD+GGFbVlUF4HfXvER5W44NPzYJDePZakJqyWENoPvOJH5J6yUS6se/txohcsfEt2kXpjjfzlLoEK5B4N0nfnBOFFxcKjQzz7F59h5KEupTUBrKoh4IwnM/hhn+e+so3hRx0JRU865C9R7H3HJzHb0uYBMDoGZhdiU4rqOpfovM8Lf/Jpkqfgcz+4heaVdepb2lRHA9THBALfSSraORjc4xGsCrUnPuXipHyyT9t4IbGL1Efh3p+9ldCsQNq7lSCdC3G6OfERZpeXMB0Jiu4mJHcwfh66aU15s0uzEsZsikCnOaDpHE/SSRi8/gsPUlsuu+h2VtHJWCj///gchRc1PQc15XWavldNsPdbm1G3FihstHCjWk6MEz7xaY/IgmzqyhdS3HjsDrr9jqQTVYG6xVN/+veYl5Vo9Wl02CO/yaa+zGXn7hN4Qcj0VlncrgjUfWavtDA8GHrcp3B9B2egi2/LvBQg8uM4s9dBqKQJVnyCZYRPHRSbVrDqk79URC6DaYFu/OXvfxq0wl6U11nY4VFZBdXlYQobbAIvYTSjPolDAQIVRXTG59RfbyQc6QjGbZl4BvObghi7yhfB9JX1LpyPYjXBSYrWoTYmYIrojCZU1tgtTbvPJbwg+Z7Kg/qwQaBoinAsJJqJyJzP+O0GnazP5Mu1oN06csKsD5riVQP8LTVSJyG6qoLhgTMibVY3JPNcqynCFTfuUVoP5+80SH45gfJh7k9XkjvsEqgo4uOAhhvueZY/++GdGA+laYy5aCVtyfqYdLHCEza1lZ4EMEwECOWhdGWHgYctzK5eKjaabgrO3xXDD2iMR9IX81BThy1afT79j5uUN7o0BhX3/c1dhEr+xXut/8kKQ4979D/XobQRBvoEPxmoarpJn7HvFaXgD/qEZw0i0yblNYrIgiY6ITqMQEUESI0h6D3o0Pe8R3zawarL5qRw03JqY4p6v0mwDLELip6D4ul1w+BbmmBZouDMlqJ3vyuwmUXpBCXOGjT7lpKOOhqzBSu+4dHqCWC1ft49+r+6/sMXTjREp2UXVVpt4ltgxR0is5rzrwpjdTTxMxb3fvzbRGd9mr0GbkRRnEsSDDpCEvKh1efjBQ3aOXDjcgqNnLPxXcWJp5fTjUsuZ+KkRW9PFbMjnqXQvIEf1Eye7yF2zQKRacXQt2w6aZs1/3wvnaRBNyVHfSeuwNAUN8qOd92l4/gBeUAnb5anpDZiEp0SEkdtpUd+i8KdjxAetwl8KU3zcJr8dk03Lrt8q2gRXDRwMj7nJnplxqRg/t/GSH4vitnfIpTXGPvjLGwLU1sB5+8M4vuKzEkH/2yM7HEP67oC3YTCrgm82pwJEpvSRBZdqusFXXb6qWW4l9aoLVOkb5+mPqK45pUHBEt3mU/lhhZzl1sEToSpTchAQ/ni5cw+Z+OFoBuH4YdrNJa59L1qgnDe4/xrFIvbFY0RLSfcmqKVM6hc1ibzrgnqwwb5bYLZCy8o0scUn/vSK3jhjz9NoAYnvrAe5QverroswFi2RPSsTWNYkiPOL2Rp98gCs/v991BaF6S6SrPuqvPEJhXp0y6x8xbdpJzWcoc0qmnhB2DrE++hNeIye4NsbJQnMxc3ApkDJmZXs/Ib75HFp6+LUwlizAdp9cms3Oxq/vTDXwAD5neaBMs+8Qua2StM0kcMyte3SZwFu2xgr6/S/6jMRpsDCqNhEiiKb1j5EL0viXIh+OY52bQ0JM0jfg56nzaxFmz0qiZOHEYf7JI9rKkth7/5wt0YHYUfFCFKZLrNhncevfgIhRdkttTKipBi+qFRIguaxosZoUWVpdC0egxS75+gk1KEF13sqkH+h8P0PCkCKO/6MqM/9Ln8D95P52iKvhd8EocDQrM6YHL4u+vJHW5hfCdL7qCmPiDjktwrptj0O4foeSjI+Vv/CfP1C3hLGND6GPQ/qchvVhRvb9LOSudl8K4LEvycMrBqCicCCw/KCe3ez7+X0KxF4rzk5W7eMMHQY11avQaJCZ/6Shcn45M5ZBCoStEtXKIwXI16LC3evxnNbW99msaIT/AHSVo5SdQYeNwge1jYw2jF4laLnS87gl1RtHoVrYzB3Mu6JE5Kaz9Y1oRKcho1OorGsE9lrSZQFojG8rWzJE9JbmlsStPJiDil3aMvZtp2WzbFDdA9kGbkhwVSzwZxo5qefVXcqNy/2oDUEYv+zfOEZy2Ka03ym00qy2wMVwvg4BIJlH7oi1cw9JhPdN5DdQ1yR1y6KXCWgsGzRzzSRwyKG2SD20mDdgxB1g0o2n0e8fOQOeZh1RU7Lj9FJwP1IUV9mU95R4fIjEF5tUGkr0FreZfGkIAfAEJFzdStSeYuNzn3BoPohKL5g37sOpQ2+fIcb0hx2688Q99zmtaAoAWDJUWzXwD4vi2A/fwWRWwSyitsGn0mczsDsnEc1Gglvm2zo3Hi0NjdwK57dJOa3EGN4UqXMnnclGdleKl+tGH2KoVzY4XUGZ/0SRfvtjLhvM+515nMXyZFu7DT/aVl6T984cxka3RvqKDeuEj6tKC4wvsi7P/fP42XcHn2Lz5DoKz5+0+8muIGyZyLvGaOkR8orCeTpM54dBOiTC2utTDb8Bev/grFK7qS7DAd5Nfv+BGLl/lYTcXaV5+kcKQHowvzuwzsBiROGfQ/brC7/ywA85eazF5p4IWWxEhdARuECpr+x0y8tIPb43DmiWW0rqqjXMgelLdauLsyz4pOivgIoDXkUtgskv3otMHiK9v0PdeQE3INksdM7AWb5qBPNwGP/u5fUxszCB6ILhmTNWZb7BapYwqlYObtHQIVRXGdSflCSqKrmprmkCY6rai8rMHELSaxc1JEYuPwrzv/iWARpg4Mok346dENojjraRI4HBH0VV6T2yevp7DNF+VzUIqNb0MnG0J5igtPj1BabZM4auMlXKy6op2RQOtuGka/bjL1wDJgqRUZ01TXeISLHk4UVn7jPdSHRfwSLGmcqJyEKl8YJj7h4+RkQVBnIvTs86nvaDF9I9RHNP3PCDijnYOZ1zm0ejTZox6+rehGFX17pC0UCjnYZZPUYbGUGA7oq8vYNbGszO80sOpCX0m8GJSotEVRt7azitidc3zgm+8gPCcK0Pxmi25S0bvPx7i9QP93A7IhOwfGniRzN7kEqvJaYuMGrREXqyZJFJV7arR7FI5vsLjLo7RBE1qEkTedY/EywY/FHpdA4akbAvj2EiIsBOFFKTiL1zice02YY/+08eIzVHhFW6gvhjCflS95sNEtRUIFTX19h9pyn0BZM/HAcjoZzfhd0lJr9mlCZY/CpT69fx/GD0ob2WooujEDJyHfr3C5Q6iombssIqfepCJQ17gxTf3LQzz88DYqq2Hbn7yX4r5eGqM+OuTRc1Dmd85YB3U2SnhBc+EVAU4cHiFxWoLC4xPQ7lEXT9FuRJM67S9xpg2GI2WafbbM7G/w+fubv8zAY1DY7snsOCeq6PwmUVdabYVze5mf/tOVpE4qGkPy/CTPifLUDUkkVfKkQWRWc2RRQu67KU2rD1YPL1DdJGMEJypt18QFwdpFpw0SpxWFS33MLkw9M0RpoyYyr0V5fGmT5HmHE+/6NBOvX8oSPRLCWxLKnXlzBm0qnP4u85clQctoo7oStr7lMLWf9DP2/RLBkqabEjFNs9dicWsAbfvU1zrUdrWY32nh2Yr4BYNr/uAZ3IhGD7QJ532qywTYEl5XppPRjP2wQmp/gNCizIjNpkGrV1EfMrn7tU/y3NGV2DUEdzopObC+DblDHuEfJbCjXZyEqIUBqssNGstElLhs2YIoXGNQv6xFaMGkvtzDcDRP/efLyG81sBoKJ+mRGPfQCuavFs5wcZ0AJsyOoPPK6zSZEx7tHp/hh7tUV8i63upVhBY1wQNRJm6xSJ+QTWAnK0W01QeLl4rF0GyDXdXy3LyYpDpmUFxvkfhygupyg+RRi9QJRbNf0/PMv1OQ9f+IK1+PEbs/QeX5XuZf18KJazq76qx85O2Epm1WfPceCpd6lK9vseftf0Vz0JeFZ4tFu0f4jl5Q7AKxGR8vBH/2h28hkhAwsdLwyZ/dRmRCIO/jn12DNrQMs8cVVkMTXfAIvn2Ow/dsonVdjUtvOMHI1hm0pel70iA6o6mtd0iebhKb7GAVbM6/7PMADP1TAC+iKa2X19NJSUutk/NJ3jDH+B2ygPeMlnAjmupqycqMPROhsjKC2dV0dtdo94Ab1vzly76KH9DcM/4K2jlf2npJacHVlkvbx3Ales06GCN9yqOT1sTPS3qBVuJ5q4/5RJ6IsWXHWVpbWhhdURe//VO/QXNAo0YbuBGNPRcgfgGUAvOyEoYD4YL4FUFwe4G65g33PETvPle8UL9eQiuNWlunvszHScCKb/gEi9DtkVijt736IRa32PgBmQu5ETA8SJw08d6Txw9o0ocVbo+DG5VTQ2ROLanwDLyAwipZKBdyh3xmbtSEjoVJHpXFcfpmCaGO71wkeCSM0lAflBOhNsB+27wsSvuTRCfVRUXg6JVTxL+ekMUrBuEFxcBTLvUVLtV10vZqDvoMPSaFbG5fP4mzsouNnzcIFTTudRWGPngG4+tZ6oMmfkIiraJzPlbepu+JPNlDUNvaIXXIIn4e3LhPe1+GxqhH4+E++vcYhJfVcG8qM15OE70g86VI3sdsw8bdZ4TNOuxgdCFU8Dl3ty0Rao4stBevqbBAxks+rWGHN///qPvrYEvP684X/zwvbOZ9mLpPM6NaajHaFlhme8wUsOWMx3Fiz8wNTG4yE5jEcWwnkeMYYmaUQbKYWlJLLTUzHqbNvF967h/rqJ3f1OTWrbq/W+XsKpelrlb32Xu/z7PW+q4vvOshNu69SLMdRpuQORAmfcagug4aK3wG9/kkzgpLOr9ticaASJQm7rCZvlWgrcCWgjl44zTdjMJasineKOkz2XMeflhReU0TP6xpDCsyp8HJSdPnJTT5gwqzYVJea1JeZ0DVFpPvFtg1Ax2SvbLZheqaZVa7JL8Rqinmb/FwktLEPfvlXZS2Kqy2IjZp8R8fexfVVSZr1s1J43selq716K7qEl8IsJpQW0rQGtREixKRVtoRUNqsiC0IyayyQfbooaamdiZLNx8Qm1Wkrlji4vOjDAyXMTxpnNt5CYNQPuSPOfgRRbhgkpgOCJcVmZOK4jaxkgudjDH5SotVD7+fgftl7I4tyEWenJBUoep6n8yLYUxX01jps3iFgTPg8vSF1YQrmtmbs3BnSchgcz7Rd87RXCG68thFm8SBKLmTAUuv7tIa0Hzj4JXEZxTxg1HZp2aXOR8PZclvX+T0b8dkvdIUmY/VVKi9FTp5zffP7KD/CRNtQCcrHIrMEbE8nLtWESv4eItRUmcN4SIA7c1tBp4wmLs5YOHxYRojCjeuyT0UIT6jiU+azNwC8dkuzqBL8hLkD5i088Jmzr1kUru7gbY0rSHN0tXCVRi/z6ExbBJZMiivD2M4gnYFIbnfG6s8khcMSpuhvqtD3/MKtb6xvD83KOyS9xjYkvLUHe8SW1jmgsQNcqd87KYmWhAP5sbwv+MdJ4FiaU9AfFpjnkjgRzX2Swmix6N4CZmE0ict+u6LcOO9H8fsKAylsTqQPyJCehXAyMPCxjVciSZrzyXEJDqAY6/7e1ITAfGFgNIdbfyMh9USyEBpsOs+MwcHmfkDn1PXfY3ZP1/DaKJMuGCycLNH9nSTvqcsLr02xuzvOvixgHVfvgc3pWXX1lSX08STE5rsKUifVsye7iN5xiJUV4S/mMNwFSruMfSUkHvqY4pQXZP7XpzsSdGU/s2fvh0vFbD/9CoSEwZLVwZEN1bwowFrv1zAv5TAfOsioaoiMa2prjR5y237aF7RpntlA/fOCit+pgl6HbQBh19ajWlJjqY52qJ7VYPU5iJ934uSP6KJbKwQWIrc9+I0GxGcFCzuVgS3lQGorzBY3AOff/BWlrZbtNd3UV/vwegYdEtRjK5Q6y++R9PNg1U1SZ8P+MIvbiNc0TRXuaJ9jEj4ruFq5s73Ei6JOcDAUBnDg/1/9Vn8MHTTsuMrbQEvLZqtxojJ0COK9vou17//BdLnILxo4g92aT/ei9LQc0jT7oPqGoPuq6tMXehFBRAuwYq3nKfv5hkA5h4aZWmXor5S7NzSFzwmX21g10wI+1gtReqcQX3Ewq5B+pygDa1+RXWzR2tQ4R9Ksy6xKAbpSC6l0duhkzXIH9E01mVZuq1L/HiYynaXyvUdQkUDuwFDj0FzRAg7x/Z+g+CFDOHvZYjNy2fUGBTziEvfWkPxSo+BxwR+qo8ZxEfrmFeVCZfU5XDyl1/tPo2TVETzbX7wt7dx8rlxIs8m+NJ//hTdrMSdZU5D7qiBkzIYvmNCYK0v5nFTEr2WOaUIF8UkPHM2oLwRJl8cppuF0Ycd7KkwxW2K0gYLNw7+xQQDz2nspsB8yfMmvUdcRjfNEyt4BJasUP7iPV/F6umwe89ZvKgUS+WLRCB71hGJU1LjxZb30A7kn7NpbHQwHej0LL/HIU/g85pJfFZz7uwgdk1Qik1/tcQ1685juMKQV20Ds6No9stOO3vEwE37NAdlykhMCPpQfH0Lu2aQOblsxvCTHsw1DZbKScqbA4YeFUP7qdtChKpibRctBKTPBczf5UiRAuLTik7epO/6WQIbwhcimM5yoelR5A+JtjMxo8keM0jM+kQLAZmTYrI++KCFmozysT/4JvG5AP+xPF5U5HXVHw+RPGfhxoUtXV+3rMvdFyV9DlTDEp1xRu7DniMBkVJAY0zj/LiPZH+DTr9IggjkfQ/+jS12j4eStPsMOr2a6hpor+/QualO+qLPyGM+MzcbKE92/PVV8j2s/bRLaYuib58pe9SKNDtoaA6JzV76lMnUKyLk99kSOHC9Q21czBqUBu98Qmz3+h0S5y2iiwELV0awmprsjfOEasIF8MMQn9Y0bm1il00qO116Ni8RPxKhutog9lhCivWMSLnQoC3FwCMW0TNhCjs1vc+ZKK1Z2GPQvLPO7I2KditMN/+/EAX+1evXvnC+3IHmTrSIFESzFF2UD8xqKXq/HaN1TZPCa9viNpH1aP1sgOaYT+XNDXoOCcuzOWjS6hdMHF8x9guBGPPHNDf90UfoZBWLe8CrhAjNSdxWu8egtgpmrxMYb2PvAnv+8B7qIxYHf7iFwecckidC1MZjGJ7GH+mgD6bJv2Qw9pCkcoSqAgHZTTkkSze4REo+zWHF4PpFiUe7FFBab2J2FeHzEWZujlHaLLmBC1eBG1PMvUKmucaoQfKsSWjWFvgt5hO6L4NVM5m+s5dgsEPl2X7c8Q5LewLMLvz0m9dh2R7BpTjt0xlm3uESTXRFxxUKeM3ao5IUPxsj8myCSiVO931lKq9pkvh2mvZ1DeZu1MTiXVnYLyqa59OAZBCqvi6Brek/4GIshS6LtIceUbgDLrVbW2jX4L+981t4OY/FK2DVFVOEaprMEZv0Odm7JqY18cWA5DmRACQvgvpKL90+n51//iHqm5zLIbzKl8s1PiP/XNpsMvYdg4N/vovGqGL0kQ7ZfWG8uExHtRVSmJITmtQ3kww/IhC40ppjL4zz843fA6Rb1grshsHAfp/AUgw/AqMPOqimGALYDWH5Vq5wuOqel6iv8vHDoin1I5pur8+PvnM97T5FqCZSCPN8FC8GrX6D0gaL0e8J2Skya4vBfTYgPhewuNsgsmgwduMka775QQkcHhIaf7t/WYf2mgKpCY+t66eojRu4m1u0NnYJAkXrbIaNrzlN6uKvDr2xQvKRQnVNuxCjMSxQa32tz3s+81HiM1Jc/uAPv0Z9BRS2KwrfGsOugxszsJriR1xdC35I48WguEWhPPmOogtI8s2GOpGi4nO//Q9oUxjr7bxBctonc15kLUvbbOZeGKSw1QalSV4yeF28gTof4/DMMEFIzB5Wb5glvGhS3BiSxI6yIrKxAgg/ILbkozoiW0ifC8gf1qz4mWR0Ji4ZOEmF0TFojsplfeaDg5z6osA+7/nPP2P0QY2zsUWorgmXxSc3d9jEiyxf8COSkuJPxQjVIFzX2A1x0wk9kyRyJEbusEFjyMAuWMRnxH0mfX+cTs4g+p450s+LGW03K2HU9VGDiOUy+lBA7rjP7A3S3ERKy01yTSDu0naf4iYTu+7RzSjufuV+qqsMUufgD3/8dqqrhFiXmNa0+gXmj5Q0iTkff6xDdMaktFkYraVtAdoS45b+Az6JSUV91CRa9Ok7IHvQyI8yhMoGS9ttYlMWPUc9pm+NE76uILmWGWF6Gx6kXowQeyjBzCs0xU02VkOYxcoDbcgdN3FnSoK8b3HInHVojmiGbp+ksEtSlOrjAa0BTXRevLrjs5rwhTCxObXs3qP43df8DG3C0P026toypiNRbMW9HsVnBqiPKSLVAC+mSc54ZH4WJ1wWjkn3F330HHVw17fQhjhShRoBTkpTuN4le8ahutrAi2nWfLdDbZUiPucSXVBkvp8gNmsw9i8G4eK/XR5/7QunFwO9usmlV8cIwlDd6FNbI3E++b3z1EdM+n4QIdCK1W89Q7K/QbgckDtoEHsgSWmTIlIOBO+fDKhu9njDrhcpbbSxuppw1ceNKXrfNEVsxqB/n0F8RvREzRFN7oQ4tsTmFPN/s5ryFk1iVrDz2esEzoouuczfEDDYU8VuisC2vDZMaZumtAXcqCJSkX1G3xM2pU0W8RlNvRMmejFEYbvAX15M46xtY+8uE4Q1xds6pM4Z/OTP/ga7YJOYgsRUIJNAS9Ht0Qw9YBGqB2RPQn29y2BvlfwJHwphLrzpc3R6ZTcTDbtEFyVj06uGyH0jIc49sxa/nNxAN6v54zt+SH2tjxXyaT7XQ+LBBE5SEXsqQWzKpHNaQrvDZU3vsn1wdNFg8PshwgWTibsNMqehmzWITxk0B0yyz9skE22SJ0J84hNvZfARk427Jlj48ZgQq1Li8lFbG1BZBzM3i9VWJy9C9/nrhLClfE32gM3h/3yvsAdfjmQKAxrctW0iH5+l2S92XeW1EVQAueM+PUc8Vt9+gU6vpt2nmL0tYPZuV6zd1ohzzW0f+08AmLbIdLo9Pq28idUOqA+bXHyvFn1nSBNb9Lj+vS9w7YZz7PvybuJTJhgC4bq9LpEFk05fQHNLh8JOTXKgLvKOkqY5FmBcXaY6bl3uaL+1uJf4hMn89QE9hwXGX/jxmJhVtMQ9SPmaUEWkD6WTeRautJn+1jh+GBJPxzDnQ4QeTTPwXMDkZ9dSX/Gro22cSJA+t2xw8aRoQTsrHUJFg+awQNeNUfj9n76Tkb0zxGbVcrSbsJy1AbUrOqixFtqSQqBXtgmXBRFxMnDmvTGiDybp9Gh++/P/UVxmlrQkY5hidlAfMRl9oIpdk19LnTOpbnNY/9S7MdY3cLsWtSs6uAnF/AOjsFXkJ2ZneZd1KgMIserlLMuBZ2XPOH+Lz8QbtLC8iwFWW9PzkqL/inm8uMYab9AaUJTXm/zjiRspr7eI74+x9CrR9YVrwWUd4vx1mtR5kTWlzolzUGGrkIsCS/J7U5dEPtHNiXOZmxAmp5sQ1GTq8CDW7QWcXjH/yJ3yMLtQ+NYYSzstdv+Xl8gel8LZGFH0H3CJzwQ0VoqNnZvQVNaE6D3k8vDX9kp6SU0Lg33Qx64L0SdUFSlUJ6+oj5jYFyJy3hckLSo+ZRKbtHD7XEobZfI0XChutinsMChslkk1czbgve/4JVtffYrKKov2sEd7f8+yYYPEG9p1+SwCS2GXTDLnZUcdLkNsXl9mCXeGPOLTisTJMBfeajDwvM/5gyOEqsvrjwUDpaGy3aW+TohP+RM+1Y0e9bU+2dM+//itu0meN9jyscPUS3GUhonbo2T66lhtWUnN7zXIH9cUN9vc/fHHCFU0Q7+0CFU1l96k0AsRzK44UBW2Wrj9LsljIS7+B5F/pc9BYBtkTwVUV4awG5rg3QW6O5vM3BwSycq/8fq1L5xDmTLeYlQcRG4tEJsyMdtC1gj/TRarrXHiBkEhzPdXP0zrXJrAkqy9xhgYGxoUtyk+9pHv8Ozf/hPYAT86vkNIOu8sMX2TPEyXnh2V6Jq8Qe2GNr0HNb0HRT8UW5SpZvoWg56XRKztDLjEpwEN1VUhsAKaPx2gttmh3WtQ3io6xfVXXcJ0NX5IPurqqxu0BuXQNSbSxGc0To+4ExkurB1eJPGNFP/l9vvIPRahsUJz119+HLfHJXXJQ2mhdHtxjdvr4ry7xOIeg+S7Zkicsak9OMDsTTDySMD6L91D5nSAO9KlOpXGvKFEaygAO2DuaoPwFSWctEY/k8V0FJ+6901s2DSFeSQhh2uPJzFdGZFGKGDL7x7FeU2Fdq+8Hy8Ki1eI321k3qS6FqprA2ILwXK6hqJyLkfqki8GFOMGJw+tIDntU9nt0B7wmb8GgqgPhvwZ7WGP7qCL2YZQycCui4lA9ozD2q/fI+zgqkKbosXTBvT/JMyZ4yM0bmrSHA7o3lWlMaKWzRtMTj07Tuq8fMapUzbpFyICEWc9/BDMXy+HZCBbx+9zWPGzgMSsR3mtOBCFLoVRWmK1Ft7X4eEf7+HQTzYJS/vKOp2R5fxLR4pbdEWdd23fT7hk4BzJSGRWTNF7AJoX02Kpt6JJckLz/JMb0RbYVZOl3Yr+5zTxu+YlZ7Amnq3tHrFxDNWFLdgZc2j3L/vKRmFgfyDSgAGTxSulsXz51XvYo7hbivTCK12sjuYtOw8QmxWto+kKIzQxYdD4yjCGL05BkXJAt88nXJUA9ej+OIkJKWLpx6Jkznt0cmIYMrZ2QZ7NsnjqGq4wXuMzmoXXOeROC/RY3ZhEG2Jr17qmgRHxiT2VIPOjOAdv+UfWDi9KIV/l0SlFiC/IOWqMCnkPRK6kNBgtg8UrFIGlyD9v0fukTagmk50KBNZvf3sA5SvSP46TOSfRVqEnU0QKmtp2h9D5KF5UnGLcuKI9oMkeNcic77Dt+rOEa/I5XvOKYzgpRXxOQsd//8++SWNM0+33MDuiC+3kFARCVkleNDC+m+fuKw5idhXNPoG43bhi6KkODzx0hfx+xG917hqL1oBB74tgl03SZ4VEOH2L+MZGCi7dpMJNQnRe2N5BSJqa2EKwPCXLrpSRNnZTSzLSRZ9QDVTbJHfSoz4e4C373abPwh1veA4/Cks7FZ+7/5XsP76a2kaP+CVBT9DQzWuGnnaJLsrUHS0FJKagmzQobDVxk1Deqi/r0QcfF9/bUEVjtEyMrph3RApKCHohee4iMzaDjxtU1kGz36R3v8nIQ5qFt3QkFH0p4Mlf7CQyEaI2ZpKYhvrZDPG5gG4xSnxawqvrG1y+/c1bUIHo+GOLLr1PS0ybm1BEyprEtCZxKkRsMSDzUgilNbl3T7K0M4IfUnR6FbXbmpj/kid0OE72pCa8pfJv1qVf+8I5W83CMjznPNJDYMnD0s0HVFaHKO7xaIwqrth1jvGf/RahqkFtNeSPaYJ1TTpLUfSKNn95/HZ2/sWHCM3a9Dwqi+XK8Txe2qfdL91Su1fYX5uG55m9KaC2UqKUnKRMhIlJg4UbJIg6dSxEu0/0f9GSfBkH//Be8vttzI7Grhmkzyhmvj9OY8Rg7jo5gN1qhHDBoLrTIX9YGoDIrE10VxEvqln4/grm7vL43KdeS2WdwKL1lbBmfIHZGyxavQaRihaLunMhVmcLhMqKpV+MEK5q6us8cgcNZm42WH3tBPU31zHtQBh3p7IESY/ep2x6Dom+8eVi4q5rYbiai0+spNMnJKqhFUX8qKYz6ONcV0cb8NhTWwn/KEPuxLIDx4CEfwfL8Y9e2hc3k7eViS4FONmAnoOKpR3CxLM6EJ80aPYb9DxtM/i0wq4a2EUL5SliCxqrapI6KVozuyGH0Y3D1CtCsivqEbF3+oRFclpClGdvCsicMLBtn8iSgXM8jdMjEKrdDiS53oHb3/0MbgwO/sG9hCoKPJH3JM/IQnLh+QFSL4XRv7dEu8fCams6u1rkjwaYbShtVvhnE7RXd7Eb4u0a2pfEjrvkDynsXId2v6ZZjPGTL95IqAJOPiBS1LQHNIuvcIgsGuSOaziWxI0p8oc18Vlp1HJHpRFp/7ifvndO4MVkUu30aNpjLn5YoVzkOT4i7jt2Q7P0thapsxatQc3eK05T3vSrMzT08XNopUlcMLGnQ1jtgCc+sRerI5FM7R4xyM5c8KiuUZhtTWVPl9nbfQlxd4XN6KRFAxxd1JS2Biy8vSPnYkpT/ckQhiuwo9lWWC3IjJdx45B/IEKz36Q+atBNyx4vtrLG4DciZJ6KkJjxqa42uO2//R5njw9T39UhOmsRnbRpDBt0VjqEi2JcAhAkfKzbC4SqitisIlKR7MxuRsz3o4uyD7Ybmvi8x8kP3EtgKRrDBmZXntXyRoifDpE9KdOpF1f0HHWEqBVXeBGT6v8xQnNQmPUvfncr7YEAqyuSqj8/dQdKA4FMe35YYTfB8GU1VFsd4Nvws/27SExK46dNIaecf4dJdF7WOAC1VYJyKQ/sVsD4jxt4Mfn94bIU65nfcUnMehhbqwQWlLaq5YZC0RwyWPnaC5htRf8LLqGjMZrDivGf/RaF7QZeHFTGwUkYpM5KU9FY51Lcrtn/l3tobO0SXVD0vaiJX7CJTls0x0QbqgJY+fMO9TGbynpRBVTe1CBSFnZ8qCrerpEF4zLrubxOoNtuVhEeaVBZY9Makmm9m5ZVm1r2sa2sNohPi8683a9Y2m4ROhwXc/q4ojveIbIE7jJ5LzpvULizQ/qkrDrsuiJz0Ka50rv8mU3caVHeCKnzmuHXXpK1QiB1w2pranvbtHsMLj21ArOtaYzJZ2mciV921Wr3GJgP/yvfyv/l9WtfOK0WxCdMhvb5NHa3MXwRv8ZmDUo7fPBkb3nip+tRXYPYrCYxCdVxg/hTCcJLFsmnoviH0vS9fhJjQ4OlvT7NUU2oIiw8w1VEFxR2Qz7gUjsGkYDm5g6FXcLCavdpjvz+vUSnbWGWLgX4YY17V4W56xStIc2q73+Ado8S2zlXUb+5SbgScNMbX6Tv+eV9xoxNbFETmQxR2qYxbyjRzQXUT+YIkj6N61rotmj9QmtrtHuFUTqxf4Qz7/kstfUeC68T267fe/cPeX//Uxz/8L3E54PlnZlFeYtGuYpzz61gU9+8sCrDAZnNRXqelrBpJyVJL35EJsrw0RjlbT7G1iqZU4pXv/ZZKk8MyCVYNYg8nkQbGqtpsLTXx49Kockesnjfex7AjwrVu+8Zkze+eh/l6TROUhEuGHQzIhPKnBPSQu6US2VLQGtQ0U2KtjS5VYr00LsuElmSHNSelyRn8GUXHauh6OQhdUFYdO1+geZU1Cd53sKLKTrtEN6OBv0v+Ky4z6fnmE9thUlrMKA5ovjxL65G27D9f34Iu6lZ/S2f/HGfaFFOfRASmH6mkKE5tDwl3hdhYa/sqfyo7MXTB8PUVwqUGdgw+M0wV33kAH3fi2KMtEgfEVen5LSP0VFUb2rjhzWrR5ZwU5rFK+HkB+6ltjbguo/vR/ma+qg0F9kTULm6y+QvVxLsrFPeCHZT0fusQNaRoiJ7UqaXxSs1zVsbWFaAk4SeI5pjP9go+57l19J/G2fzpimawwGhqri2WF1hu1a2eNQ3uHjXVamPmHhrWwQ25J4NEb0UIj69vF/NG6QuasIVMcwIl0ySD8apbXUIlklQYswgu776qoDm0RzlK1yWrhJXrnBZU18JVjuAZzK0c7JTXNxt8Lo3PI3zmgrhoknicASzK7Z0A882iVwKSbblFjFAUKGAtmOTP+7jxaCyVgLlXybFeFFBIZSG6Xd6rPvKPZS2yYSWmNT0HHVEGN8fUH1LncWrNL0vtZjfGyK+4Emg+7t9FnfHuOOdz1Df2cGPCGu6MWDi3FDDfTpPuKyw6qY892+YJFIMKO3ycBNyP/lhRXzCJFoSN6rGqEyk6aM2d7/vKTo9y967KU1zSKzkiu9qcuFNCQafLNP/Qpf4rEx9/V+OMHG3IjicxtvQIj4phC3Dk53vyWfHiS5BYbtNuCxnMX3UFiewhMa+EBXt9PqATq9m6GGxbOxkDLSGSFGsD5OTAaEaxCcszC5UtnrM3BClOaT40Gvvp5sH/3SSTlZsGbNnJIiim5fmBYRtHapJA9FphTA82Wf6Yaisg9KVrhTbomiP3ZRYZ9o1aSD9CDgJRTeviJ2M4C2n2bgJxdgPZ9GLEVITy6HpS5pQQ5M8Y1FfKeYz9kALw4OlKwPqfz9K7oQmfb5NbEHjxg3Cp6NimG9qxt52AbPzsjGDZuSD53BTAfljXbrpf7su/doXTi8uMEhj0ER7BubeMmvuOI+bFNs9onJ43JRMeYYvoat+VKjmqSuWqK6XibLajeCfTxCZt7BasiuIlISd1VgRkD/uYTVh4Ug/0fMhkgcjBOGAblb2nFv/7kMkJzRWU5O60CZSUPjPZul/Fpy8T+8LklAQWVWnO97BPpwgsBTHKwOUN8hDlT0V0L69Rqffo0+CD9AJj57DmtRxm+yDUVb8VLP6g6ewH0+TvAQbbrzAZ97yJcZ/8ttYGQdDaVoDmj9/5LV86Ee/ybUf+QDZ35qk3adITGnZIQTi6LPwP1cTKisy+0N0nuyhcJ3L2EMO8fmAdq/mox/8Pl48oLXaIX3CYvhvLdp9isfu3UunNyB1UTrsdp9cHJmzASrmUVklO6ZuVvGFU9cQDAm84sZh/8f2MPKwFOaXDeHTp8WEvLHKIwgpVEZIUcW9nhyM7+Xx0p40LQpiExbNIUWoaOImZCqOFjTakIIRrkBkUYKBex4JYzeEMGZOR0g+HKcxZFLYHqK2wqS5Q8yME5Na9izJAP/GKivfdo7yujCNQZOF66RwZjYXUb7Cd0zMq8vUd3UobBNtbKgm8UsvO6D4KU/2W0nNwh6Thy+tZ/5qRehwnPi8T3xGMfMKCYoOSmHiUwYzj42iTTj3tn9i+19/iFDZ4LF791J6dZt2r6a0VdJ3QhNheg67WC8kMVxpOty4orJJJux2n0Fgia2bPpMg/MsU3R6fxpBB58qGeMQuv1p9NpfuH79M2VeBeJteffcRBh8ziF+w6V5KSoD4t0K0+wUJ8ZabIeWDcXcR422LpF4/R3UdoAWGx1cc+O+fJVoMqK+EyBLEZwO0KRNG/jmbvufkEqyPCzxYHzWJLmr5fusifH/0b6/BcS3S50Xm48aFbVpbFaUz5tBa7ZD4rowdsZNhmqUoi7vlvOWP+xguxAYbdPPiPWs44g6kpiMEFiTPG3BllXBdjFC0AaGaQeY7SeyqQfavpuSOGLdRt5ZIPhPFbmp+8OheUgciuClNfaWYn4cfTcGy13NiUprt+Z+O0RiR6zRzNqC9sy2RWTMB3ZSB0prURZls/TA88j+vJTElE2fPYSnq3p46kV+mSEwqyn/pcvHdoqFNTneZfJVB/qB0KOnHolTXB9THBCZvDSh6D4mpS3RR0xri8r5x5OFAUCVPIP3IkoHhKJyESLDC1YD80yHib5uj9wUhfYUr0iCpAEJLJtnTAfEZzaeffCWRJRkKWoPgrOhS3GKRO+WLrd8y6pQ/4VNbBd0crPimSW2ZbRub16QuQng6hBeR6MTU7gKJKdnr1tZqitfKysNuatp98vc2R0XXveUNJznxBz3Epg2m7gA3LU1FaYvwOPpekAk8+nQCJ+cTLprM3Lwc/j0WEW3qiKI94pG8IBPo+Z+tFq/psCIxaXDigXUMPKOYvi1EuPxv16Vf+8JptoXq78WVMK++m+bkU6t46xsehwASJ8J08xp/ZQfDUdRXKPywxmopKmsMGs/0kjxv4KQDKgd6CVUUTkYYVoYrJtClK12iCwZuwiA15eHlXbo9AbVtDrH+JolpcdBJX/RpDAsePnFnDOOWkhgrbFaMPiBZcN1eH/vRNJFzEdIXAorbNc4/D1yeAMIVn+QPkwysLOLGFSsyZcIzNot3dDFvKVK4yWFxt82huWGstib/5mkmqxn+872/QWTeQilNPNYlfRa2bb3E8BM+czfAxIMrhT08LJmgt7/yAPVVPvURk+MfvpfKBk1zc4fopRCFrWHqIyZur8fn//j1ZE4qevbZmF3N+Q8JlNLuE9nF0iu6eHFYeb3Ahu03Vck/EaY5Ioe+//kuwfEU/T8LC3swomj12ZTXiWwie0IcdpyMInXGwKqbVFZbZJ6KsHCNBk8RX/a4jE3YlJ8YwItC72GXUEVkAa1xV5izV7loC9oDGrsmO5DqFpeh918ApNONLKnlTEZF4uYFoa8/GWF08zzhekD6gk903qC5GOfwS6KLi8/7pE5JI1Aqx3HXtYmdCtP76Sj994eILirKWzR9j83LqkBB6RUdUqdsujlJusie0uijKWEqW1AbNzFc6YR1SGPVDEm5WE692PvxD+LGpWPu9EixtVqKP7nj+2RPaAae85h4reLKNxwhd0Kz+KY2XhT6n1HELtqEKprSFtnHGa7scbLHZR8cfypB5vyvKqfSEL2+QGzOYNVaIcvU1moOfGsb1VUGWsHQU8uC/be4aFPTzS3nYm7wKW0y8H+ep/xCH8WHhgCRAGgDohM2V/2Xe1japcSiTon3qo75ZE9KcW31G2Ibt7pBp0dcc9q9iqGnWhR3CFP4M//973En4tRH5T3kTgoJrT5mEJq3+fSN38RJLU9oadlXOb0ew493aPabFG7tol9IY9cNuimD2lowuuJdCmIpGflFitqYSWWV8BoiBZi9OcBwFS9eHGPg2hlaQxrzZ1kh1aUUZkvYqYGl6X8eBp/x8BJw9KP3kjkFhisOTy9PLHbJorxRET0UxUlpyhsU9TGD0haF1V5OfKlrFl7lEqkuf0carLaiuyBC1b4DDUqHesk+E6a81qK4KULf84rklEfvEQ/DgewJcRQafrJNe9zBSYh2t7pOhojmahc/DKVNFv/x//gehiM8Bau9HEv2+qL40t4sbkaT8znhDjQUtXFh9rZ7hZjV6jMo7vEYeEqiDK2WQMipFyP4EZi/ygBTNLgAs29wiM/K8HLpteK5G4Tk86ythqff/zfYDc3c27s4D/RSWa8wuorkBYO+x0IMPt3F8DSJSYPErEPuqIEf1Zz58gasos3v/sYPyRy18Ic7RCqayKKi70Wf6hqD9rCgiZF5S0wbDhsUtyjKGwzyx1zis5rkWYvWkDhFdXNCejKcZXOEJtRHDMzVDQz/3zE5KNHToj3iYzdEm1kdN9Brmnzlietx8x6NcY/d154mejhK//Mu7vqWOL1sa6ENiFxVRFuQPqsYvXYagNRZg+EnfYKQpjXuYkU9el/q0hwwKG6ySJwMkTui6HvcJnp/ivQFlxfmx3ASBtEljd5TxXQU9g+zuAn4+Jt/RHmdxcAzisE1SyTvnqM97lDeYJA6Jwe53Sdfwp2feJTGqEHj0X4O/Olnqf35KMamOrEjUSoXs0TPhLGa4uFZ3qQxlcC4flgir9IPxuCXOfyIovJXY8xeZ5IfL9Pd0sZqC9ShNPzsuV2SspFRrH70fdgNRe6pMMkJLU5ANU1kymbuLo/qeiE0dLOK7OMR2r0KdUWV1rBm8Kc27ZUOhW+M0clrGvUI1TUClwJM3m4TrkhcmheTTNJ2j3FZAtLpEdF+fa0ncGtL/DKra8Xn9KadJwk1NUu3dSXAOiHEp8aQ7Bfb/YrMEZv2QEBuvw0rW4Q3VCntCKiuMrCTDjNfWSVRaxl5+D/x3z5LuKp5+9gB7KbGamvqPxikssakMWjSWOWROWphthQLe6HVb3L3e5+SZ2N/FL9m03PLLPXRsLjI3D7Pivs9Zu8cFKZoWnHu5n8RjWBX4aQ1rV5DSCu+unw5RkqakfuXCC9Y5HYsiUbRFX3x4pVyiWVPO0QKWsKpDfirr7+FTt5g4Uqb6IzFpT9YT3WNQfhAguaYz9IuQUpaA4pIwaDdoxh9sMnsKz3J4DSEVVrcZF4+Q80BA/fBHprrHCYWc/TvF02b1dGXA8+nXhMw8kid9L4IA/tlkk5MKwaeFLlA/fo2KpC9XLioaA0pQjXJXuxmxeg+3N/Ci4kOMzRnU9qqpWlKQXLKo1sQI4beg5rsOY/Z62OECyYjD7f4rx+4Bz/l42Tl+V24q0uoKU1G8iJ85PF34MalcGpL9pdW2aK6Kkw3A/ZkGLMrkJ62IHFJmq+1X62QOSPFopNX5O+YIXPeI3/MF3eY/WJsrqshKj8alkmyRxGYmvxxh+wpTXvcIXdUUjgW9tiYbbjqv95DNyv2eV5UUbjS572vfhS1qimC/hMu4bJCBaKnDpUVxa0GH/idn9DNKqzZEN2UfEfFuzr0HPGxqwZeVHHmAzYrf94mMOXzTswK87+60sILG4QaAdkzXeauMVFugFmxiBV8VtzfITqnyB0WO8foksDqn/rUm3F2NGU1E4JwEWrH84Qrmp4DJuraMskXIyTmfDJnxQktc0KgWm9Lk24GolM28zf62DVobOzSHBJzArMD/lCX9EmT1rCgNj0PRjBcGUwi85YEMmhRSITKipv//uOYLsSejRNbDDDbImkRopPLxTeZtPqFcd8YChEtBPQclJVVYkrx+T9/HT3H2kSPRSltEtORyhpJhrErBl6PS2xeU1/n4iZEF5qYkjul3aOWHadkAg4XRf7U6RU/9OiSyMKy34+Ln/i/8fq1L5xjdhNtBbT6FG975yMkrlni6PVfRGUdEudt8i+aHLl/A7E5zfQ7PcwLEg/mL0XInQrojTdx4/DgH3yCC4eHaa5zqOx0mLnRIHXWZHisSPbBKH7UxLm2TqSgSU0GdLOK4u1t/JBiabtNeTaNGxOXHA6k6azusnSth9WGz37i9TgZTWGHIvR3OcqPDGIt2nhRuTS2/tYxIaIAX/zhK/FiGnVtmW2f+BCXXmuya2ial35XYqCSEwGt3W1UID6SZ4+MAhIhZrXEHqx1YwO7oWkOWsTmFIWlJOaFCPVxqK4ViDZ7xKBv/ZIw70ohYjOKdq8SN4xVTZau9gnVIf9kiMQleZheduAIl+G2FafJ7VpkcbeBvWQTvLaEAkJno5e9TUHgmXBZmgIvpjG68ueYXenyuxlNY8jEqpmEq2Jk0RzRjD7k0TtQZd+jW1C+RimNF5VdiNkVGEU+A3jNbz2BHuhidoGLMbqn02SOSwJC7Nk43mvLWE1hhhqu5je+ew/tHsWnD91CY9Rg4XqJCWqsczBcTf4lk+pGHz+iCZJiefjQJ68D5O81unIsCjs0Xkwxe74XLybaORSUr3FY9f0PEK4F+JHl4O22JKUkJtXloN/iFsWpe3IYDiyd6cHswOI1PqUtCh0KqK93WdgTJlIOyB0y6TkikCPLpAvlw+x1EibupjSxGRO7rsgekzQNEPj6wR98BbtgU94smsXGkIGT+VfibQ3VnV3y+2xs22dph7jaOCmxtAtC0PukzZn3xujmFMWNNs3hAKspE5/92iXiz8XwQ6LDa67wCWyREHV6NLHFADem4HgSPyS2fvEZ6HlJvsPPvOPzlNfJRN/Y1AWt8W1FZ1Ob7JkAJxPCixlYFYvEpGL7PUcY+mGISEm+m+aoIpzuyPcPRNdVLu8H3bjCj2ji20rEFmRKtZqaytaATtZk6s4ciRkPu6bpZjVRy+Utf30/M7dAbFZkMZ0eTe/zBpVdDrnjmtYah8CGS683KNzVQTVMWgOKxIxDfE4IhJ2sorOrRbgsa5PojMV3/uVWBr4eQb2xIOzaXo2TFzJha9hHeYrPf+o1BLac0cW9MnHmfx65bO2IgtGfmFx8TVQ8Wy0pmMqH1KRHfdSgsM1k4o4wdl0x8/se2ePye6ZvjtLNwfB7L2D2twk1RGLjvqqKWw3jRaE16tEa1my++gLFm7p4EYV9fwYnDTM3GbhxkXN1cmJ2YB2P0+nzSZ8PSJ62cZMQuRQmUlBsu/asRLO9GKHTi5jDA+VN0MkpXnX388SuKFDcqhjY3yJUE0g1ORGwdGVAY1T2qm5a1mXVTR5T7/aJTlt0epYdfsLi+KUCqKwVCUtps+L8+wzSF+X8GR686h3PYtcU3ooOvU/alLcH9D4jn1v2JKIXnfdxU5r0BZ/EjI/dkIZKm9JMmI4874tXawqvb102MPnfvX7tC+e8H0aFxbvw88/dgPvzXjbcfw+Ba8olo6TLrK1SGBOSRGI1Jf5n36f+iTPnBskf97nm6x8jVDOwlmw2rp4lurpGa0Azf7Rf4si2WISeTlLeJpOM1dIknovhxaHnqEfmiMVtv/ksldWGTD9Phxh4zKQ1FFBb1rpFFxSP/csXSF308fpcrLYifSHg1Kc3ExJJGqFtFcLbKtTnk9TXeJjZLs8/uZFr/vg/Ep82KG5X+G2TxpgYFKveLkrD5F2GYO4KRj9ribwhqsgf75J7LkTqouz8ghVtgYyamvmJPIGtMVsGjZVaLuMAko/FWf0dD/PmIuWNQgAI1cQvt7TTp7rZ4yeHd9D5ab8E9bYU4W9n8WIBW195GqMri3qA/udg6UZHYPNJaK12OPL79wpMZmiSW4s4SRh+QmKV2n2KIKS59FZNc18v8VlFN2UQtC2yxxX1VQEjj3YJ17To9dZ6/PAbN5I4EMV/Y5FwSeENdoVY1CO7D/1IjswFl+6wg5NSrP5eTVLgT0VpjfgMPG7C9WUSp0N4McnZi1+Sw5h/1sZq6cv2WiqQNJ6Zg4OXCUgkXToZEy/K5aih3BGDdt5g8Fn/suxm9EG5cFmWySQnpAiHahBZMIjPQvySJVPUOYuhhw1i85q518nP7UWUxK7ZUNvsiF63LdZvvYfkEkxOLsPoF6RhUT7c+IHfxs159BzS5E745E669Bz8V4fIgMyLYYrXOYSfStL/gkdgif9v9oxPdEFT3iBm2G5SE58LWPlzl05emoDavj4MV+PmJMVlYJ8iMQnKVQw/4dDqNQSl8LgcodfNKCrrDOorFPf87DfoOeKQPGeRPBomMdUmPtsl+0SE4hbF9K0GU7dD//MByWmPY5/eih9WuAmTzDkfowuh55Jkz8r+q1GLkrtunrPv/iymo+l/0Ydf5Fi4XhJoKps0yXMmblxQiPJ6m+KVwhJd/MYKPv3jVxObNunmpGnInBX4/S27DzB/q0fyeIjsSSG6RQ7H6H9WCtojX/+iZPMWNPVVAfbxmIQnPyHTfn3cpzZqYXwrj9IS6p48Z2K1NJFFk+SEwKJeQrSvK++Tz6o5LMzS6JKwxRf2mETWVTE8Te3qNrHFgOSMBDG0hgOiSzDwXIBdg77Px5alKAHdvE/mTMClH6zGPBVncbdBp09M7M26SadXyyTZUlz6wWoipyOEGprAUnRGXCILBt2sojmiuebOI2T3hQlsWPOdLotXQd/BDpGSlujABrx0cQwvrogtBnRGHSIFORurrpxEBfDId66kdjzP6fd/ltKGKMrX5I9oSpsMBp5SBH1dBjYuwsqm/DlTFiu/IIhU7oREf2lTmLCFnaJB739CUmVu3HCG+qhBbEZR2QDff2k3iWnNwH1hAlNkbYan0Za4VqUmfApbLYxNddZ//DjjHz1NYbfGrovrUKdXiJLtYZ/ojIl5MiEIzr/x+rUvnGUnRvR0mMYoDD1kYPiaVE+T+JkQnZwIrPe85QheTPOR1/0MbUC7H5rDsHX/2/mX275IeZ248ngRTXZLgdMHx7AfTAuxwhK4rZuTzjk2ZRLY0BwVSrkXh8JWi24eHv7i1ahAirLhQnW1gertEllSmB3pXtd+9R4SH5zhg3uewItKBNjSFYidFeAezKIeyZI6JZl3oWMxgVfeMcWdb3+GzElQHRMvpjEdhV+zMdsKo6MwO5rO6i4Pf/NLYkZugPfxEu0eReOOhsT+zEb4wbs/SavfIDZh4aYD4jOK/JYl2v2g9lYu08aN+yRuK1QULVbyjIXRMkietTCLNpUdknkYXdSE3zuP4SpeOLaa4dddorZO3s/S3R3CUyHq4xJpFTsfYuM/fwizq0lMQ/lCjlANZq+1qK33CFc0oZJB/HSY1CVhW9ptTeyiTfqCQxAOmL8qQnXcIDEVMLSqgPLgPb/5AOWLWbw4JI5E+OK7/gEMgQr9ELR6LYyIWAcWdqSILmlSFwMicyaR98/RPp2hsUryG+fulF1pqCKJNoEFnT75UJQnsJoKYOVPXfw1bf5q7w8obxI928gTbXTHxOpooq9b4Gv/+EnMrsaPaFq/V4UAhh4X+LM1oBh9xKMxJt7HhrNs8t/rUV/n4iQFylaLYRrrHeqjBqEKWDcVGXzYks6/V+NGFYu7pAB7UfnuOjlF6QqPDe8/SWGLxegvRCM792qX0iabds+vjna4rFGeJvNimC1vPcHiLgvD07TvqDF7sxRqf7CLkwQvEdBNG5TXhmisc0lMSHF3E4qRX4oNZWmTwPqhmsIPGcSWApmANXz0rp/R7fewm+AmxQc2XDS49BZobOsSWwyYuSlBYWuUcE3jrexgNRSp0xb1EZPyGouFq2Rar6w2WdolchC7obl0l0ytPY+EKT01wNqv3oMXFTOEblaRPGuRPgvZ9SXSF2Q1kD4D+sYydln+28y5LkNXzAkMubmJF1MUdmr+yx9+g0f+8Wqsoi1M3Y1CUMqdFq2q8mD8p79FYIs8LHnJIHM+wIso3KRJuCKIQHNUmtZmv0VjbFnn/AoX05GJxtnexFqO3HvZcKE5JuEVrQFBALQJsR+m6aYNco9G8CIK42MLgFh1ApTXmoTqIv5vjElUVvKcPJfKl7VOYkqyMYOQWE7mjkFtVUBiStPNSFMmu9GAyIxNqCp74d6Dmmfu30akHJA9FTB1W4xQxWDi9jCxRZ/kJSHvjPzAWo7vUiROh4guyRmafGSFrMfO+5gObPnMh+jmFZWtAc0hA21qyhsNkgcjzM7kiD+VwGpJE9cYDhGqaTGuKSiS0x6FK30SE4JgLe0W+8InTq3DcCQlJXdckzoqqSnVVQaVDfIZWh1NYkZCBOavFra3/VSK43+/hTOf20h8yqCbU9gHE3R7fBIzAWZD0JzOmEP6X/EE/tfXr33h9NoWeneN2Jy4frgJhetJZ6wtIWIc+M42rJbibx+6S/xnlZaszdNpfvt7H8C+pkRnRZfV36nReaSX8FiDylUO4aIiPmWQuqTBELKDmxDc3nAVd15zEC8qHpkvm0yHqnIpqgDsOjAXpr5aJrbmaEBiSnHxhVHelzmE3VQ4aeh7Hrb/iYwAhiOEiyAEuWPiQFJf51P+6ijfPbBH9gEBZLcUWHXrRbJHTOIzAlsUr3axwh7b//pDhCuaQ//HvVQfGCS6t0Di/gSFK30Y7PL6b/4enR7N8Q/fS/q0KbZz3+2lO+pgPprBSSmmbgsTaghpJVJQdHrEnk/by5DWkiK0ZGEnHCrXdJm41IvZVsQvWcz8ZCVGRx4dvy0C7fxR0fC1xl20oalc06UxKp9Vbb2PP9rB6Bi0BhSZc5LEkfiNGYE4Hfkc5q8OE5+0CF1bxMkKsWLppX5ag5qvfu52xjYsYDjyOU+5eWITFpWtLpnzPs//xWdR82Eqmz2Kez3UW5d41x/8nFAN5p+W3VX6pEVpq2b8a/Af3/2T5WQFTWmXz7V7TwAQrskBttbWcVMWuQei/PcvvAOv1yF9FqZujZA5arFwXUClGeWOFz6A3dT0veTTfqgPFUigcze7bInWJ5d5dMGgvlKKb2TGRrkG5dvahKrSuCVOhwhXxDbN/HGO6riQZFLnoTGmLgexayWswM6Qj9EwOfatTRgeNAZMxn5ZI3EkgnVjkVD9V8SG8iZY884zaAVn/2kjGJA9WqU9lyB9yiRa0vT11mitcgkvySSWmPMZ/qVBfVVAeasmOSWpGnYrAC16ucF9XcrrbQo7hFQytK/DJ564g3hfE7uuCdUk1is5oekdqJJ7KrQMactOvTFkkHw+itkVpmltnYcfFUKg0++ROe+zZu8E9VVCqtG2XMxedBneWxAnmvh8gJvSywEAiuC+PI3fqFK/uUl83sN6IIPhSKFY2hFh8ckhWkMa3xfD894X4c8++07CNc3Q0z6dAR834y8bEEgcnndVndQpm05WQhm8KHQyivJmmL3DxWrJZxRZksLWHBJj+87mNiu+JWum2rjBh7c9jpvUBLeVmXqbNJ/RwYbkq+YCkpMiqQjsl2FoMUIo/XCEbtbESStSEx6D+1riUbylS+5kQHd7i8a45Hw6KSHJucnlkPrtPuGqrLsG92mCNxRJXdT0HOnSGJOUntRFgd6tjjSW8RlNZY3ct35Yk7woyoLF3Sa54y06OcXiLovkhGbxZiEivUzesveUCVWg1WuQPSUNlR8Cs2nQ3Nwld1xWOk4KBh628GJQWw1WU5jCSsuaqrWtzez1Fr3Pmlz3GweIXldg4Bkp+vFjYdwkpM7B/I0+zTH52f0IBCFN8pLGjRks7pLUqvQZRaiiwYDyJvlcAwshBzUEPWkMG+ROQPKiwqhaaPPf8Y5T+dCZjdO4toXVXv61F1PYdRE/m12o7+wQWJrXX/c84eLyzmafRWJjGeVD/VyGnasnmb05TWrSp10Qi7Leww5uCqqrFX7CJ/6+WZwhFyclEoIDn9qJHw0I1YVJFlvQpCYlPcF4+yIA2eOK+IRoiFLnDNxbq5x592e56Z8+TqQgUMPcKz0e/+YeANobO5hN+dgXrtZUVxnkXzRYutbDrJnkPzCB2TYI/UuOpS+tpLIx4JW/sw8d8YleCjHw7TDhsqa8LWDvxz8o4vhneqTDqpn4LYuhpzzMruLm9/2mUM7LmuIOTexsSOwHr6mSP6pxEqKjAohPy2WfPSYJCJ28JnkRMg/EsGbDqLZJdtcSsXkhFmXWlgAwwj75o+KaEq5q4udtlK+IHY/g9Eumo3IUuhIiumCgjWWz8ZJm4RejYhK/y2Bhr0Di3YxmZaZE6jyYjpL34gh7sf21QcyryphtxR/d91aSkxKm2xg0WfvVe4hPi+G0VbRYvJjnE4/fQeuaJoYjB7G21uebb/x7PvPFf+Bv73sNdk0MJlCao9/Ycvk7mb0F4r9IMn17wOJen95DDr1PhOjkpGC0BjUrfqqJ/zRFcDTNwnUBhqPxIjJVDOyXC/6P/vArojP1ZZ1gdhT9+wO6qzqSn+mYuK+uYLVF0qJ8mLnDF6G5Bgyo3dim56iP1ZZn/er3vcTQygJWvo3OOfhh0eCVd3mce1sCsw31Uzmqa391hqyGYvbv1uAmobZS0c37XHptlvzKsphzjxp0HugjPGsTKUL2tM/ibpOZ2zSGo+h7HhpDBl4EZm4wsNowuK9NcXOY8defZ+BZH21AeV2Y1CkL4+k0oaYwiOsrRLtXe7EH/boi2pSg53AFmle2sNrSNPUedAiVTJG++JA4bdPqMSh8ZQWJlVX8qGLFT+VZ1YZi+HGPSEGa2t7fEe2vF5WimjvZIfaVDG9af4jaCot17zotGm1fPqtuT0DyAsTiXaymorrGIH/cobrKoD5sMv5Dj95nTRrjHuGiidvnEpxK0PdCCwxJ8/HDQorKH5EEoeJ2cVTyYpIiEoRE06p9RWlTiO9/9hZaK1y+dO9dRAqKgb+wSBwQ+MB8Jo22NYkpg9iSuHU1h9RyIVBUtzu0b6rTGJZpaOoViurqKI1R6HssRHGzgXU6RhDzqa2ReLJQVeOkxG5u1Zp5Gh+o0NrRprraJGT5OGnF9C2SzuJHwUkqhp4SI/fxr0LxKg8/qqmPiYRIWNBd0uegviJKuKJxkwHlzZA4EcJsw1/8/pcAqE+l6PTI+w/VApJT0pQHQx1oWrR7DZysprPSwX7vgqBQFUVpky1JSRHZW1MIEy4p3ITiqS/toftYD8WtvzJSCdXkOzDaJsnzBotXImEYyzyBxRtdvB6X1CUHJyn8kPoan96XAvLH2qQvSN5oYsanf78gDFY7kIEs5VHe8O/Yq1aboBM+kUNC1a5vkJipxJTQ2De98RT9vVV+/00/4b6HryJSDvCiWox9v5+FAAgUJx9eCwrm9yqGHjVIXYRLd1k4mYC+vXOMrixQ+NkIiVMhvLim78WAhWsD/ub2b3H0d+/lo/d8nzt//wlm3u7gv7PI/FQO09G0BkTfp2M+yWmf9kSSDV+4BycbcMNvvkDfQQ877vCKdzwHQPRkRFx7YmKd5SXkwoxO2EQWDU4cHSMIaToZMarGhPu/cB39o2XsBrzhLx6ksEuTPWzQ6jeo3NHEaok93or7uwz/0kAFmkgBpl4p+zQ3oQiVDEnXGDHQh9KU1xu0BiWVIVKUn0FvrxOuSueemFAUd/ssXePh9jskLxjob/dSXSuHqH40D8Dm0TkW7+yKnVhMkbl5nsyZQKCrCzYjj0m3s+qHLn4E+g/InmzuWmgNBoIcmLDm2226SRPDh2NPr5HczA1t7LqL1VT0vWWSxes9rF9miC4ookuKTt4gXBbyRe8hTW17l/Efiy1h/kWDxEULrxShNerx+ff/A5kTBu/754/w2u9/FMOFyjbJ80yetoktSrHLHxTIq7RF4OPfuO5JLr1dMkHjcwH+yg4qgIm7lNgR9voYbYOZGy3SFwPavZJTGYQ0f/qJ9+AmRaJjuNDd0Ka0weT1mw8xsHmR/l/a9P1dBLREX7X6JZ5Lj3Ro9wVkT3UwLkaJLjmES1I0nv2XXbQdG3U2jvZlomv1KxJnbCJL0vycfedn/390nHYDrJaEGrjpgNFfaqydFYrnc7gJsUb0bqpidmQKqKwxyZ7ShAoSZTZ/Q0DmvMcfv/dbrPpJV7Ig0zbxeZ8b8mfxovJ+/YgYXURKmqWdivLmQILJT4nxfeeZHhb2CAvZi0LuwSiBCQs3+DQ+XCM2L9IlrYRc5t1ZEYTphSxeBNo9ArcmZz3m91qXeQXTX12F0mA1ZaqcvS5KdbXJT753HX5Ecfar63HSWnaG44rYrEFgK7qn0vS95BCd10zdYpO6GJA73aXda6MN6HneJFyG/D6bwWc8aquiWC2RQQUhmTCrqwzsmiK6roKznMkr5v5C9Bv6qU03q0m/YZbUKVt0oGVNfTyO1ZbvtL7ZIVyQxuTS20WP7MWk6HV6NLFzIXq/JbvM/FFN3/MK09FYbZnUDQfSVy2Sf16yJGvrPDq9sgcfeLLE3BMjdPf1ED0qn3f1mX6S0x7Zk2LV2M1qKttdFv9DG7fPpboqhAr75I8GxGclc9ePwsU3mixe7+HGJXA6d1TByqY4ZY37/PnH3yt3dtynO+rQe9in2S8xf431DtnHImSOGgw8W+fsOz9L4kSI0qODuDHRdAY21Nd6dHqgO+SSOaFoDQV0eqA5JiHtiSnRzGsDulmkWZ+Uu2319zp000pYurWA8W9rhh8waQ6FGHy2hR/V9D2rKGwzafeHiXxgjkgBuikDqxOIJ2/CEOh6KoST/necjmKEfVKHQ8TmNF//8Ce5dvNZrKZY3bkpzcQ/rKPj2PzVo3fjpX0W7+oSnzHoXN1g6coAZ9CVbscWnVV03qCwXVHaKdZww48FTF3qwflqP4El8UUqgNqoidEx+LN/fCdbP/kh/vF/vpHvf/0mmIuwNJkl1degOSTTXCenSB+1afUZ2DWD0LYKhqd4+LtXUhu1UOfi/PCl3QDEri1QXWXQ96I8KHqsTbtXJpnsGZ/IorkcXguNa1ukTwopZfF8Hqup+eo/3MHQU1KwW0MBycficHOZnucsFnZHqI2ZdPJyqYTKAnu0BgP6X3RJTkiH3h6U/U93fZulveLgE6przANJaitF4D/+1rOYKRe0ou/REE5GmISJCWhvaZM7IYf+6OlR+n8WBiXdfusn/dRXGJQ3aVrruszvjbL6Bx2mb4ow+mCT+qjF+N0X6HtBJrD0GRFnz94YZ/F6D2fIwRvuMvBUmfQTEWavjxGf1Uw/uILIrE2opmmsDNAK0PBn//h58TYdNghPhZi7JkzmNBSud2iu8MkcNVBa8bv/43ewmxLGmzqvMLuK9HGL7soudkPT6pOjUL+9gRuDvheg0xvw6O9di2EHxGc1rQGD6MEoZkcx9JiiNepx4fWfw3Rkx114XQu7DoVXdhh+3F1OcBHYrdMLmaciGC7cf3ETxWcHqK42mHxlhM6Az9LVPrlTPskJGPx+iJ6DiurqCE7e5+JrwjgZxeK1AvGXF1JElxRD95vUV4JxZYXUZEC7PyA5pVn/pXuIzf8KZup/oU1jxCK+GGB0FQt7LLxDGXQoIHVOLt9uR3ZcpiNmC+0eITPF5jWJCxaGq/nLz76N2WuitPsUbtxgaafB1y/sYe4m8UrVhtjd1VaB2VVkThgYniZcDcgeMS+zYu26TGfNQUVrCFb+EJrP9aAV5E61BWXq1YxmKnSzEIQ17Z1tosss26VtFpGCIveeycsZkC+zY/2I7Ku7mV9pZtHyrDWHELmWB7W1/rL0xCK2FGB2FdGCy9KOCKU3Ni9bwPU/V8d0obLGZvUHTgnqoAROdmMKf2NTEj1OZtAmNIcErQmXRFZTXmeK09Xf9WEvw+elKzzRdl4h78eKeLhpkS9FT4exm7IKCuxl319PtJLpSz5+SMh05Y0yQaOh76BL9+d9WB3hGaRPWcvRbDB9ex67AXted1TsEacFxjS6Qr6rrDbJnJaUHnchSvxsiEglIHoqQidroA2FjvkoDyJzkvfZGhBegJtQhF9MkDktxLLyeqGhrvqGOKNpBbGijxdVpI6GaN7eoD2guPTqJLv/9B6ao8KCbo4GuHGD7Gmf63ecwlnRJXU0RGwpIHVGzFzCRUk48UOKkYc01Z1d4lcVaIxCclq8i8++Wxqe6JKiuMXk4psN7LpPdQ1s/cwReb5+Y5Lewz7dlIH79wOEGvI5BJb4FDsZRXRedtoDz/7f1KX/15Xt/+PX5ngJbcLiDR5v/tpHufh368VlYoXJ3huPU9qk8J/MYbQVA08aUAjTHPWJPJcgec6UfcyaJlZLEZ8GLwGxOUX+RRPDVxQ3Wey/81NU1onrkLm5hh8PqK8KxDYrKhRqwxd4Jn1aMTReIHRfBqfPozEmP6fywQ8pAltLikMgFHQvDk6PjxUX/UbyU0naIx4Le6RA6rkIjQ0OXkxT2G4SXdCEiwZjb7vAnhUTuAlIzAT07VeUdvmSgvDOGpESoMXAwXgwK/uQsOjHlnYhk9SETObhokF13MZ0NNlTmv59BgPXzhA7HCVUMHGSmsJNDlZL3oc31mH+H1cTi3eITVoUdom2sj2gueq3DmJNRihtkYvZqlhUVxnUVinKO4T5pwIIDTax50J4MZi+KYbZheKWGARw6tlx2r0i3PdeV6b/BR+7Dv1PmsRPhbEnw5S3pGm/sk57yMfwNMOP1jE7UNgJvS8AV1Vxb6ry0f95jzQvexrEZ5ZDsSNw8VVfpHe/Qf54h979BtU1Yvpd2mBi3lUUEXdFEzsZpnJ9h+oeodCZB5Nkzgc0hg20rZl4tU3uwQiL10ggeGxBdsClTSaxaYuN//whvKhckr2ZBkEYki9EWdoRotUvDVFjRUBn2KW01yW6pPFPJeVSR8grV+w4R/KMRXWViR8SBufitSKhGVhR5L2veByrJROQm4TcQJXmiGbuBug/EOAcT9NNKfKHRW4Um1XUx3/VLU/eHhHx+ZgEEvcf8MieCohPWGK+UIXsL6Nisl/Q1EdNDEccmsyu7KNafRbZMy75Ex7hsuSweqmA8mwa5QnUHC1IRqeTCeh/3qVydZfydp+FKywSs1L0DR86gz5WU9ipfhiWdtjSYITgS9/6BzJnBVqf+MU4uZM+0UVF/IUoxY1iTWNsr3Lov96L92f9+BGB4Ky2nLNQTWQR6XOy220NaCLlgE6fjwrETOWt732EN1+/n8xpKU61lZLfOXGHjdnWJB5KUN4ubOPKhgSdvOxSZ/98Da1Rj8IuyJ0KCGxF7Jk4iVlhPPu2IlxW2HXxr20OSnTV4//j07zxbx6keKWEROf3CxI0NFYEIPFMDOUJ4tAekKYwNitT5cr7XHEBWxQko9Uvz4ddk9/rxhX87hK11SJdyZwNiC3Kz+PFwLu6Rn1lwHO/2ErfSy6VDVB5dZOFq2wIYHBfk/JmyczUIU3utCcubYZIOJw0WAUbw4Nur0/2jE/fQfmZrI4YZTRpLmYnAAEAAElEQVRHpJl42Xv3wptMYrOibS5stsic7VDb6pCIdrEaLzeTsiuurYHUeUVhuyJcdjnxxc1kngsRKWkawyaVLR7tFQ5WW5jPhqeZugPsiEf1aF4a+Zwic84jtGgRhORn9uKazFGbqdtswmXFE/deRaSgmHhwJbOvF3Z2q1eGEiclkjkvLYb90UXx5y5u/ncM1Z5sZYkuaYYeFGy7MWJKtzqsOVPuI3tKOkjDUzQHDMy2wu5r081Kp2bUTSIR97LbvvKgssWj1SeONZ3egDff81GsNkQXA6IPpDA6Bjruidg9I/BWZT30HPNoDitmL/VQfWWT5GmbxJaS5IAm4C2/9YiEv3aFERYumLRGfZSjMM7LPmPiLpv8ARNnRZfkhBhi40vwsJMJ8CMK04GFz41z+qsbxKXmdS0Wb3NRjnhCtk5lGH7TRXHICcOOdx+lttYnUtQ89qXPkzmp6K5vU9gtVHNtsXypSZqA3dZMHxzCbmhGH2px3SuOEpoMYXYFsk0+H2Vpt8I5nCVUhYFn5PK0a4pHf7ELrQRaBMgdhdxJn/5rZskNVfFvr5CcDHAWYww+42N2IHtW4MDklDBM/ZBcmMlLGue5HJVVFq0hzcKtLp0eTeoCFHYo4r9IEp0zee6v/4lLdydw45rBZzSdnEHYdnHOpyht96nc0iF0UOjj2oLWEGx7/m3YrYCLrw1TfFWHgf0+6Ysehg/ugz2EqgLbWS2wL0SJH4tcfuYWroTmtg4q46D6OtRWg9E2CNWWySjTv3Kw8SJi42d0of7gAK0hMV1vrnFxsgH1cZ/YrIFVskicCqFNQRPMrvyspqM5cH4F2hSrOj8iFzAh+XPCf5/j29+8Ba2gvkIkH5GvZokuyPPVTRmEqoriNS61VctSlrUBq7/TvPx+nJxPaDnlY/gJj8nXCsQYKQrzOHPWZefvHMJuyI6rvtYjWtI0VstEFISgsgHKa22cpMH1730BJ63p3W/QO1omNm1iNxROUuDBC2/6HJ2sSe6pMIOPG2y6+SzldeLk0rdjgeisSee2Om5C4WU8zDa0Vrk4KXjP+z6C88Yyd7/taaILmplXBXRygJKiC+CeSXHlH9xDaWNY7OHK0BjT9DxvYnZkN1+4UhidmdNQ2mhiVwROdjKa7997Cw98+RqiJQkBiNyyRGAp1FCH2g1tAhOyR0yq66SY1Vf7uGlNfVSCCDInFLN3uNRXCvxb2qzEMGLOJ1wRo5ZQVaDF1HnY9sQH+ORTryJ+XnyuG69q0NjoUHt4QN5QIHvEUE0s8cIVsQvVCiprQ3TymtSkT2mLGISkJj28mEzuQQgKjwyJC05aXH6ag4bss9donEsJckcU+RM+hW02uWMa+2ACuyaw9rm3RZaNFyB72GRpm0WnV5M/LizT6JLGjwcMP1rF6CpmbtVM3mmQOymmNOGSIjarL0+7APkD5rKsRWD7c2+zxenpkR78iKASgS3NQHxa0e4XhnZzMARKFAjRgkC2Q48b9DxjEykGzF+rcFLCno4+H5dw+n5F+qLL0jaL2Lwie9pB7ZDoOhByolbwm79/H/V1Hv0vdEk/E6G4QxrD5pCi70VZ+xktk05OdsvpEybdlxOP/jevX/vCGbMdFq8Wo+7khISqGi7kjkGhnKSwUzqf5AVo7JD9kz4fx1vdoTWguemaY0R+nKF9d425a+Wi3LpxkvYKl+Iej1DVoNlvYjiIPdZtTYyu4i27D+DF4Mdv/ST5gyJOXtxlEpvTZA+ZcCGO2YHmkRyGJ4SZr/3gVgxHMPjGti6d8S7RGZPscYPoMtsuf1js23JPhenmBI9XERHm9rykZDrZ2aKTFRKG4UHyoTjxE2HCRZMgEuAnAi7dP87Afp/Oii6zvztO7wsGlU0B6558N9m3T2PZYi5e3gzRKwt4YdHeMdShuMkkf0Rzzftf4sKbIhz4zjYSU1DerHGTMlknL0jySWNMU9xikjm7/H3sLArDd7fcYl4UGsMmkycHaL3YQ20+SWPIoH+fYvK1mtawTzuvCBehkzNJn4OeQ4rEdEA3p+huaZN65TzaALMQws94tPsVyYuyR9GGyAAGn/PwxjvM3KhIzvhUT+VJXoDe/Saxl6J0trXp5pYhpJQm9r009TGTzGlF331hipstCu9rEl0QT08vpiQ3cN6n95CPm5D3F12S3Mveh8P0PBhh8HthQtsqhKoGwVVVMudd6mt9UNC3fYFwWZG8JJBm+qJP6pxBcUdA5rCN4Sp0XC7T7Emwri1RWQ+5E8K6jCxCbdwgfCGCH4byRkVrzGfhauh/xKK+UlEfsYjNy07c7MjOv9Vrik/qlGbpKp+jH70Xs2SR3FWku6pLEA248MbE5TM09guxYjQ7GrMbkH/OXmaQKwJbMfF6OPaJ7XSziqG9sxgdg9qYQahkUtguDMTIovjidnIGT3/hCkYf6uImIPL57LLkRGLf7KZm15/dgzYVsYJPddzg0KFVDD3VEMvGH/Yz+lCdvi9FCd+2ROKsTWNPmyde9Xdi1D4aonU0y33fuU5Y7PMiqWr36steqMNPCIGmk1fU7mwQuWOR6IJcgn5EUdoZEL9oYbaVSDWK8kxECor4jMK/vcLAs3Wq4xZmB5ZmM6QmPDIPR0k/HqU9oOh9scGKBzpElzTZIwahiqTr5A8ZZC50eebWT2O1JBXFashzOn+V6CDtmsh3EtMO2gC9GCZ1Wtjn0YLGmY/R94R9Ody+3Q+FXRIIoHyorRL3rcobmpS3BHjJAG0osscV6R0FJu+ASBHCJXG9yZ/wiM8oIiVNz7EO3azGTQSEKgYrf+6QmPPQhqx2CneLp7Td1NTHA7LHZZ0TqkN5t0u4IrKPmde7NEYMStsCorMmszelWXG/S+6gydjPA6rjJoUdim5ek5wSG8Dew9JodXoUzXGP7EnxgE2dtUhOSXg1WnJ2AwsSs75EoiGkLauriZQClnbaTL3SpJv3sVqB8EgaAT0vKdIXfdq7WxCAHxY1wNxvdImUNNV1AYanMfansVoQKQbYdUX/8y2+8Uevpv8pg/pYCLsB2WOyj/fiAbM3yXOVW1ui75ArloQhiF4I/Zt16de+cNYaMdKnrOVgaXG1ufEdL1C7q8HqgSWCiKa6Tvw+c0+FMRzR4AWlEJkz8JGBhylt1fR8Pka4aFDf4HL20VUo1yB9zMZuwNf++G8lkHfQJf2LOIYPj9x7NYYHdz/xO/ivK9Fa4THyWJfK5kCYgemA+rh0t80hEc/aDen4jbaBNR9i8AGb9rBPaYd/WbO1dL1LuGhQWb/spWmDORcms61A+w0V1ny7iZ6L8P4P/Vwo7ztblLYFxGcDQlUkKeEZRf64x9RdGtWwuPCfDD76R99mxc99vGKUxftGCSbixBYUfQc0wf09eG8sUb7aIXQyKmy0jMET391NkPQuG2rnjioiBSRz8IY2ZsNEW0LXRoPeXaNyMUtsXtH3jOwzmiMCCcXHanQGPOIXLcIVTWW9QWjeIjTQIlQXqntpq5JDrCAxLd1c+okIhf0DDO7zWfnzLvFzQqZoDwhJxG5A/oBFYYvN4I9CROcN3KhM5d2sXJ7hsib5bBQ/BO0RcVJpDhpEFwOqa2DuxgCzA9bTady4IntaTCWyh03KG0ya/QbdIYHSO3lF9rR4DHcz0uy0T2Vw1raxnk6zsDtE9ohBZAmKz/fT6ZVUmuIOTWW1SXLKo29NkcY1LRITEJq3qa+E+piiOpkmNrvMmGyDF4f2ui7hMmTOBUQXFMpVjD7kU19hEJ/W1FdJc5K+GDD8pLiZpKY8YgvL8FjJZNsnPkRiwkD/KE//gzaZYxZ+/6+65ak3ezIVtMGLm4RrGm0vZzkueaSO2xQ3G4RLmqVHhhncJzCq1VBYqxtccecxEjMBqYllwwlDcemuMF5MUVlt0ekBbijTHLTpZkSbWl2tKG60iC1oBp9WTNyRoJPXlK50uXR3gonXKBrP9sqE8UyUW777Marr4OaPPCtNVFv+nlBNoXzF2ENdkhNyyS7utInPatorHUL7kyxcyqG0MJHbvTDwlJDUrLZoSVGgwwGxeQkcGM1UKG5NkDnvEmoGbF03RXXcIlwN8KKK7KmAM78VoTkQxmprylslx/OqD71EqB7gpC3e/NHfx13dpjmsaW/s0FgtTHarqdGmNBvFzWHREo5XSV8UlmprQBGbNYkueZdVAl48YOhJTbPfxNvREKbvep/ELxIoV9H7gsHCHkVxV0Dwox5SZy26WWmi3Lhi9jqT9EVveWcppgWxWQN/S4PClgjVlTZ+SNjVTEbFkN1UpM8qaquEiBRb8ImfC9HNiS1e+rkIBNC/pkDulE99jUdhW5jWkOKLn/07/CiMPOYRLikawxYoaAzKnRC9voDRNqiuNaivlbvPDyti8/Lct/uF+VrYZuKkFG5cYurcqGLhSgM/ohl4RpN/yaC8XgLfG4MyDZpdTfzZGE5G7qzoogEnk3RyQvqa/aBDuKiprxJjkvb6LrPXx1jcaVDcKqYx5buastoKwdDTAToU4MU0UdtlcZe9DBtr4nP/jr1q0wnRKzHWJnVeXCTuP7MZ42iSpe+PYtUMQmXjMpO2/9pZwiVFZN6kMaJ42+d+j5GHfcrrJWIn/4IszuOXTOqrpAt6w798jOJVLkZDEjmcrI9WkHzLLOZ8mPJCivgli+Lvtug5YFDZ6ZA/YJCYVMt7IUVzJKC5s02oCvEZ6UAXrlp+DyctguXmJX0ohPLEs9XwtRSbGUWhkKR1NkNgSe7gt/7sDtq9ivhzMdKnJH5p4O5JorOyU6yOW6RO2GhbE3shxh//5K2U14UEYshBYlIRnw0orzfwEqB/mWfl15fhxZhASX4YcA3awx7ZG+fp5BWNFZrGiIFl+4QLBpkTkpZQXQuxXyZJXjIIVeUCAMic1oSLmvwX4kTmLFojPuVNms23niE2r8j9MI5vSzMTLijmrrHovr7CxdeGCCwhYCSmNZ2cycTtQozQo+1l6FqTvXOWdq+iu73F4h4DL67Z/OFjOP0uudM+2oLC1R7JKQ8/Aj37Tdo9Ci8hoeT5o5rXXvUShgdOUtIgZm6M0M1Adb0mfS4gCClw5f20RsUPNndU0bi6ReHtLZKXYOWXDGqbxCT6ZUiqO+ziJ32aw4rUeQPTgdIGC+tLeYa+GaLTI3scq6noDHhEZ5fTLW6aJ3fKJVzSJA+HZR8VUTTGNEHCY/5Km+Sk7Klyx0RXHCl5LOyJYTjwxOf+GS8K9XEY2zst0VJN8Z1duFrTTUPkfPjyGTLnwlQ2SQLHwhUWKtB0swFuAmqjFvnjXaJLAiFbLckDNR0J/409nODk5zdT3CYGH15M03uwSf4INIcDBvc1iM5rrAcyLF4tE8PLdomGD/F5j1BN7M0G9gfk99s4mYDEeQvDW5bqtDWRJdETP/r3V4vUbEks2ZKTouG8dFeIxvBy+sg5n+aQIve8jd3QGI7B4FM1oosaLx5QWWvQ/U6/FF8TWv2awcfl4gxVofapUW7/8NOU19ks7jY4/8tVxBYDiltNCefOKFLHhezX7pFdtzPg8uiPd1Neb1IftuhkDdJPRwj6u0ROR8DUglwkxdqtudoluLVMeaOiPpmistqSqR0hMk28UeDNl18LVxrkTnVJPBLHS2j6n1X4ry+JSUdMpsvkOZNWv6I5HBC5sigJMOMaL+0ze504qbX6FZElRbSgCYU8qru6NMdEema1xBKyMSLP2ujbLzD4rOyQu6nl8O+8L8k1o1rO0M/6KW00+fD1DxObD3CTAW/5i48z/HibwjaJMGuOiGQkVpDGpnI8T7goEY9Dj8k0WdwmLj1ORpO4JKHsiSlZDaXOQ+qcycINguTEdxaJT3doDchqIndUEYQUzWHN9K0G1e0OXlSgcCejCcKacEUQma2Ds8QKPlZDzqNRtMXQv6RIXYT6NW3swwnqa8SrvLDFwqxZjD3UIfh8H5mzAf0vBMQWPdFP/xuvX/vCWa3H8CNw9qYv0xoQMoxl+xDIxeH2eDibWqTPQ/asR7EZw4uKTqy12sFJaxojFu2rmkQXFI1R6Dnq8uR/+gTa1MTmxcQ6fSRE4pIhNmRHZDl+6Vw/fjRg/DsyVTROZVm61kNZGvPNS4QrmtJ1XUxHKNHRo1EiFYlFsquKUMUgPmFS290hfcs8gAjTlaQ2NIcUqVOWMPxqNtEFxYU3xEifMVnaqXBTmg/f80OcNJRv7FDtRlABvP0tjxKqacKvWGLj+mmiiwHp04ASOYHhQGwxoDYuU4sbZ5lQJbmGkaKmsFMevORZi8i8xcIRYRXr4Q5+GNyJuHhBhhXFq126Pb6YrveKfCR3QmAZL6Zw0oqlbTadMYf8SwaJCYOGG8ZJweIVULq1g5/2yJ9wsRqKWlmiw5QP7RGXdo9iabdm8Dkfw9FED8WILQQMPBcwcb6PblaTeDrG8O5ZAhsePbGBxKkQjQETPwSJszaLu8Vtqbpe9r7KFbq62dXs+8c9dK+vE11a9hOuQHvIo/cAl6HI9EmROtgVOdRo6PlFBI4mafcpFvaEiU7aLN3kECnJZ9DztE1kxoaNdWq7ulgtTXRJs7DHoLbSorO2Q2ImIDanMTOO2C4aMDuTo7DVpt0nu1GzK2khQSQgdTzE4DOOxKgVpQi0BhWX3hEQ2JC+EHDlH9wj/3wWzp0bIDnl0+mRZKCXNcJm+1dnyHAgNm1Q3O2jLSFCoH4VCDDxapvktEgYXr7IAlNheBovKk45Q095WB2N0+dx7q1RvBgEWZe5axJEiwG11WJz5ofEZtJuyDMy8XohFlktmUgqGzTxKZP4rKAAjdX+ZdTAi8rnbi5//sNPeGhDdnlH3voZGtuElms3xQ0mWgpwkorYjMHC3hSl67vceN0xQJADJw2ZUwrTUdRWGPQe1HhxKK+xuO+r19PYJR+SNmHhajE3CWzFb/+n+4gtCFPTi0HqpEX0UghrGSqvbpIYLdOB7L4w2TM+K38AzX6D9AVZK4UWLdQTWfyIpm+/ojEuqw0no0lfCIhdCNFNL9tW7tckL0F9JES7T+GlAorbFdyfI3NOUmtyp31qGz3cpCZ1TtE8mqPdr1nxgINZN/n8mz5H/rhDfFYTqsvz1KxGCU+FCBcV3ZxEDtbWBXR7Pay2YuYrq6iPWNS2dQm/eQECiM2Y1F/ZxK7Js+nFpKH61t++ivIGg/790LilydLOKGYHSluk+bcbghABjD7i0nfQxbuzQm2FSWmrJnnBoLQzIDEFg09XUYGwrVUgu1YvBpkjNrFZRWkmw7m3RklOSXZocZu+7Eo0/JhIRWJzivpKRXxSkTumcW+togI49sB6Shst4tOK8nqD1d9rCSp0Q4XSdh+9FKY9EDD2C5ky4zMaw4XS+ghagRtVdLIGftQQRva/8fq1L5yGB+7WJqsefj+piwGtFR6Rx5NiqXYe+p6y6Pl5hMCEr3z6k7hHMvhRTfzueVQowMv4+LbCOBvDScHgPhfD1Vzxvd+DjEuoqqmsE1d8JwNDb71EtCSwcP/TBvFJk4tvV5cPML5i+D6LheksxW2giiGctEQlxRYkOSNaEMFv/pp5WtvaDNwfYuFIPyC+rn4YrI01/Kjm2ne8hF0zSI7WcFMiBG6OaBJTiviU4hPffgPRJU3+kQjlg720h32+/NBNlF7Zwfx6nrnvrZRi0NS0+4X9GqrB/F6h3ldf1RQnJEeo1qGqGJJHFw1+48M/ozkc4K5r0/dCQP6ET+K5KLEFTf9+MWD2I/CRqx4mOmfR7jHIndDUx2HqTXIRFHf7ku25ocPQLy2+/CefJLYUUPrKGGYXeg5B9okIdtxl/r0d2iM+qmaTOmfQuqJF377lVIOaorTBIrBlD90YNli8whBTh6TPrncfofSzYXEVWbDx4vCFj38KJy3ksNicTNnBmMgZuhvahEugTZE+dBdjtHslxaPTo4ksyOQeROTAv2zo7GYDRh536GYUC7e6osNtCEMaoP8Rm8p6kSwVd2giRej5Tozh+yTH1HQ09/2Hv6Xdp4mdiFy2vgudjFFdJxeuUbVY/5ozaAtUIKuGwILsUYPklM/EOwLqKwyW3tImMS0kt95HwmTOCbU/Uvb50Ft+TnUtJM/YVFabEMgaIzYvKIh3Vf3yGYrPQP+BDtEpi9Q5SW4ZfVCKYievMBwxxzfb8vOUNwoaMX9jgHd9lXBZUdxkM3knROZsYrPSXPQ/ImzLxoiQg9orHbwodNMi1K+strDKFvv/6rPEFn3cJKz5ep1OXtMcMmiMBVg1g9SknJeX2cnpiz6VNzQZ+KPz/OX/+Gdaqxyu/+8foe8hWXL6YYPWpg6dtCG5kxoqmz2ShyI888A2QjWBbZ2M7Bpj8/L5+iGZYOSsBliXIkQXxRknfVp2k9Vxk6/+6d2EGgHVdT7NFT7pCY/sadnH2Q144NWfFCeijpB4hE2v+Px/+TSVNSaJmUDIintaAqGbitRpE7slrmDFbYrkdYukLsl6IFyV/MpIRQh+fc+KsUJi1id5sU1zSDF3tUHmmMXgsz5+VJG8IPfR1G96jD3k8sGvf5CF3SEaywQybUDsVHiZrCjmIoElcK1VN/HDmlA9YPCRJeLpDunft0XWEYB9MEFiRl9eDRmu7OT7Dso0HnkmQXWzS308ID5tsH3jBGb3V5KuwpYQ0zebRL+XRnkQnTd4/A/+Fh328SKKC29OobQ8J40RRXGHNE1uUgpoz34THQ5EHZD3GdynWdwjiMXs9QbdHp9wVZM9FRC8sozV0bRqEVmHabn3Gis03XVtLr42TvKSQftCiuicRbhgEC4aTLxJinl1vZyZTl5RekuL6npojMLMLVwOsvjf1qX/v1S3/w9fWol7jWEFmO9ZhLBPZZeD6UjSe2U9LF4tAbGvevZD5I8JfLd4qJ83b32J/AviH9ntEYank7Yo/04DnXewJ8K4cUVyQtEYMYjOa+a/tpJQTf6M6mqDvoNdcvttoksCB6xaO8/cNYrsSxaRomJw0yLerjr5Y3I46ytksd/t0dQfGCBo2FTHDYJBkTus+pr447YW4qTOweG/2YGbDrB/miG6fOklJqCTl4nJaskX2Mkp9Oom2SMC5dqno5Q3KvreOEl0STF/vb5sshxf7pZbfQq3FMFNiqdvYMvSe+FGn3ZfwCcfuItw0SByJMriHoOZW2Dg9RN4MdFBRRaEyfy9P71drAK3OpTXK3pfDBj7rjw66RMWbkyS2kubDP7DS7/J0g5h7npxERcX97rEno0TfTJJzwvy4HYzEH8hJrCeBjcjl2dlt0OnR2QRypfcv/CCxcGvbOV1738CNd4U714HPvKxD6M01De6JOZ8Yos++fujGA5Ej0VpDUrLWN4AvfsNzC6X4b5wCfpfcEmfksn+ZeKJVTNY2hHmtz/wUxLHw0TnWkRKmsGn4MQ99+LGFUE0wI1DuGzQzUF1lUk7Z5C6GFDconjbJz/Gyp82lgkKmtoa8MMaHdKSLBIJOPXzdYTLsvvJnBSJQbtfJCPp5yNigHBfDKst8pfmoGJph6R0zF5ncu937yJUU8RuXaTvYJfBfU0hRnjyzJy89muXz1DudJfiZkEr7JamthrmrjElXq4qLOHibzYJbLjhN1/AdBTVdfCT2z+DdyJFu0/E+Ns3TcjeuS5nr7RZfE6dtAjw7QWbTo8ie9bBHe1KpFtTsfMvPkRxq6RZnH1Xkuwp2aPH5gWerb+9Kmk9VXl+fVvhn0tw+Jcb+K9/8ttkX7RxkoolkULTyRqY82FK2wOcjOgArZpJdDHAjWsMVxIw0uekSNbGZWIr3t5Zhpo1kbLP5hvP0e4XUb3dhGvuOXD5snSSBulTJmPrFgiXXeqjJm5MzMJf94WP4yaExYqGxb0aN27w/s/8LnYdyhsMEhOazGNRUlOewN6zPuXNmsxpMX9fmM4y+S5pxpa2hwiX1eUUkMawQWPEIDbb5tzbhe0t2abw9r/8OdnTLu0+WX8knohx8a3ynbtpjV2D8pZlj1YPYnOS3tIYlOCI3HFNfEYsEheuNDj3nh7Yn2by7jztvEHPYYfmuIsbF3Z2fE4ms866DqV3N6lc38HJQuqEjerv4GQ0J59cRWmLumy6IQVMDEq4uczofYvs/s5H6XvSpnVNU/y4veWgCAWp88Yy2UnOfGtAkTliEaoaJM9Zl7M5lQ+9LwIGuDFFbaWB93yW2ZtAmQH54116j3jUVygSU4rwmSjpM/IzSQMjCgAvrlGWOASlzr2cCKXheJKegzK86JhPfPbf8Y7T8KCbU4TDLoXn+4mlOig7YOsHj2K4wgC1agZuHLzFKIEtuxirobjvJ9dQ3OPj5j1695twbYVWn0GrE8JcCNNzJICby6QvuBIn5YF+XZGZmyz8kCZ/zTyTrwwx+vYLtHsV6Qsuc0+MYNcMIhVNYEL5iQFijyaYuzGguhb6XhLPW7smi+z8izLKRE6IHOXSq220gvxBga0WrhK3GjEq0Dhp6WCdtW3CFYHZlIbIrUv48zG8mCJ/0MBwhSk4sW+U5ETAivsEvla+YuFKCPIuTlYTKpqYHWGxdnoF7kicsbHaklMXrkDmvOD9yQsmF/aP4aSh97AvYumpgMoaCSLOPW/jxYVlu7RdKk03w3Jqh5CXOheSREoK3r+IHxZvyNSREO0+0fm9/NImvOG9j1MfE+2b2ZYpRrVMeg77VDbAvvd8gs62FuGKUNS/+4MbiT2VwE1q+l5yqI+YxGYUPc9aLFxh4iQF1vTDkL4gzU8nq4jNKZQvQbvhqshd3AQEIUVjBZjrfzWdqQAS0wH/8J272fr6k8xdn8KLCFFly2c+RGNUCDmdnl853LS2t0nMeBR2qGUDAZeFq5L4EenU/bCm76WA9AmL4Ychddai95BLdZ2Pk5WLIjavyV47L6hBFOJTBhs/fJxuyqDnsKab16y58SKRgia6ICSLnsMO+lu9tHtsvvSdf6S03cdJQv72GXb85Ycuv6eZGyM4aYGwyxuMZRKLoueIJlwJCFU10Z+kaa70+cVDe8gf0Xi9Du/7i48Sqor9mZtUHD04jpOVxrU5qlGrmkTnDVIXNKVDveSParKnfFp9FvZUGDepsOtQv6ZFYgpqKw2yJyTDcvFq0QCGahrzwSwXX/PPACzt9VnYKzB0pADNQUnUMbuSqQvQGFGkNhVZ+/UWmVNyPsZ+6bBwXUD+qDSZlTUmiTfP4cUD0mdlLaAXwqTPweIeuObP91P6y5UoD/qfLmG4mhf/ejdeXJqC6riBm4L21wdZ3BElVJdkk+Imk/aoS3tQnJLm3+Aw8ojmt//PHy4bqEBnwCM55VAfg8pqCycuSETqjEF5I9RXguoYGDNSFEO15QZmQVYjTkZjNWDijiQYYtpRuEIMG/764VdTWSOs6PismJewHI3V+5LwF/r3Q2WtQWO1R2GnSEZe1mrOXx8s+wgLQuNHlr2595ap7HCZvtUm/7xF7mSXIBJQXW3Qeygg92QY86k0vb8M4yZFvtHziwhmS1Cs5AVhA4OcieiiIlIK6BzLMHV3H9oUu0d1PsbSNR7F6xzchKAMhiMF00krOn0BiWlh/SYmNfXNEgEZWPK9lDcq8gcMMdIf92gP+oSKJiPftWkOhihttIjNaTo5yF07L1rUJAw8U5P7aHlFZE+Haffqy3Cs1ZFfbw4atAc0Qw9Y/++hWqXUl5RSi0qpY//q13JKqYeUUmeX/z+7/OtKKfUZpdQ5pdQRpdSuf/XfvGf5959VSr3n/8nfHdjQvrJJ90KKgf0e4YdTGEshHn9uC7W9bSKra/QcEegsdc5kcQ8E4YD2sEd0XhPOtVFdMRfX+zPc8r7nCL2QkNzEd1XoHM9QH7Gwm7KvM7+fF5H487BYTpI5DTNfXkVga2avF4ZX7xEPJ6nQtrA+kzM+KuaROQ1LOxROClqrHNr9itKOAC+hcZPyLZiDbQkbLgRgSIEr3tSldEuH1ddN4GdFa2hfiMqBqguUXD3UI9ZS4WUD6XM+QczHyYgIujFs46YguiD6wOjpMOmz8s/JCTFM9+MBgSlQJRqCXofWoKb9njKpM4ZEJi0qBq6dofj2Jos3uXhvL5E5JwbKWsm07MUDsmelvbRask9q9YllmNlVtHe0mD/VR2CJx6yTEcilukomWC+myR/zeeRPrsPqQH17Fy8lE2P/PkV5nYkf97n2Kx/Dr4Zw0lAfsQhCcsiM0SbOR0tkLni0+zVXf+iAGGr3KOy6xB41RkzWfKOC4UJ83qc2bjD0hkvUxyBW8CXodtjCWN3AfC51OVPU6fNQgYYtdQ7dv1HsyDYHlDca+CGBdZKX5NJRAXRympFv29RWWvjRALuhmL3eonV9g3BJ0xr1CZcMpl+h6X++QTtnYHShMWiRPG8y/HgHbYqtmfpCL5nT0Fzp0x7UnPnkZuyWxmoH2DVFoRXHSSu6uwV+n32/QycvSMIrvvSfSZ21hLn51SGc9K/OUPKi+MF2e3wiReg96JGY1sze6lNZL7KfpRsddm0/z9CTHoGpSB4LU96s6X+xw+A+Tc9Rh6EnNCvv80gdD+ENOoT3J7AbsHith9lRVNYKvL5wkyfpPsvTspqK4kUUG19zGiclF2r/vmU/0gCao5rd/+c9OGlN+rhFz0ExNWis1HR3Nxh+skN1k3fZeciLa0pLKYrbEhRe1WHk4YDqeAirZtLqE3a7NqDcitL/jED11VUmqfMGzSFF+oziW/v3Mvk2eYYba9Iy8ecVyUmRNGgT7Jo05hLOLmeu55hP7oBF9rg4BPmOQWGLxV9//U0SQLDOofc5ibSyWnIXYEB9xEQFGm1p0luLpE+bpJclXpXrO3QzApMP3T9P//MBsSWfzpBH/kUDP6TIv2TSe9hj8GlFYtbnjjc8R7vHoPewj1W0aa10qY0ZDDzvEKp6mNur2BUTnXcI1TXZ44raeo/UGYvizZKEU93hECoJESz9lRSxizZGF5ojioe/+SUSFywiRShuNQnXNW4M0udaROdkequtMIjPaprbOhje8m4aaUpTE8JQjhTknOiMS2fUJVjVxipbZF4ME6pJwa/d1CY5I1ByZMnAScsz6by2QualEIarqK/18MLSZBeu8qmPK4yES99zitzJX5n/py76ZM51+dB/+Dlzp/qkOCc0hZ1J3JzHzK2a9FlwUwHDTziUdgS0+jX1MUXykqwoUueg1WeQmuz+m3Xp/+nE+WXg9v/l1/4r8IjWei3wyPK/A9wBrF3+328DnwUptMCfAFcBVwJ/8nKx/b97KR/8uSj5I1DaIISKcMGQjvmhCMbTacllW1iOymkq8qvKxC9ZNEfFCabngEE3L7uwfX93JX/zwS8SWwwwfpLDTQY0VkB1T4d2v6a2SuH3dzE8TerhGK1+Re32Jj1HBeKITxks7DEJTInu6WaFmTj8Y5tuRjG0z8PcXSE6EcJJCdVZrW3Q95J8udH9cTTQzhkMPq1Z+U2FPRGm94EwpS+MMfIzE+Vr0uc0qYkuqQmH1AVYe+0lEjOSKhKuAErR/6SJXRP6fzejMHdVcNKyU5CuLcAb7lLZCF5SE16wJKosFpDeWcCaDWN2Feq+PI0VWi6r0QBDaaxnU6z4gaL1TA+lTTLhVq/roC2BNReuXGY4XpDLp3tNHTepyZ7QDH8rhHIld9PsQDcXCLPYFglJqKpoDJtM3Q5WAwxb4nwW9ioWrtFsec0pMDXZXUskLoifcLgmkFprSOHPxlg42s/Uq0Su8PCP9qC0xg9J8QxsIIALb8rwpT/6u/+Lvf+Osuwq77zxzz7h5lw5dVV1zrlbLbVyjghEMmDABCMknLAx9ngcxmHGAdsMjC2RTDICIUAgoYByDq3OOXdXznVzPPecs39/PEXL78zLhOX3t17etbTX6qVWreruuveevZ9nf59vIL9MZjoz3+3HbCjGrjIIlkROpE/HxO9zAaJr2WWROF6g/dthouOa1EmNXTTo/2mB8IymNOATnvMprHEJZiFzFJyEQXExJE+YpE+64py0J0Z5kSJ5zCR9yiN23uL0+8P86R9+SwKJB6HerpnYGRLW7JTAvaUBiPUUcbsb4ryy1aeRNGk97DJ7slXg1kNRVr73BP5QlPTJJqU+Ay8gjY3hiNm5H3izXS4NKtygomWvQaVHM36Vwdw2n8iQuKrIB2hy/l+XMb1dnmPDgbY9iolPORT7TXLLAkztMCj1BTj4+/cQPhVcsCiDwJyFVROW5OBDVVTdxKoochuFsZk+DoU1LgdfWE54VlNrM5i+0cFoCBszujq3oJ3T1NrldThJn8QZ8CYiWH8yjXIlygxk34WGAwSLmsihMIVBi+xGiW2LTchtKFDQFKdj5JdLVqgXgPz6JmwtEJn16XlaYU4G6X3WQZuKwhIxHmgs5KI2ltYpLVkgH01rcbBqagoDQhws9ypaDms6n7Rp3ycGK0pL2sfcVp+hWwMY3gIJ8PoypX7IbRTWaOBbaTF0WHjm+r9pYDalORz+mzDlLpPigElg3mRumycBy9dVKHeZTF4hjjwPP3MRle01sitMOnb5tL5ukTzvMXKDRXZVAPVqkmba456d9+EkFdwmLkXKh94HLRJDPluWD1HvkmdxZqtBbWUdsy7GMMu/dRflJULO0gpmtipi45pTHwnihcQdqv+RnAR8HwwRynt4C8qB2ooGUzugOAjxUdExU7KwshbtPwkx8IikAv38+0MHIsyvsqi3yYy13iqoj7srjV0Svsfyb9UJZz3sosaMN4lMah7Y+WV8W2RZpV6T3FqRChYHgtz/n26k+wVJnMkcgdiYS9urFq27TVJn6sSGTKq/W0CHPbzuBl5YM7PTW2DqKvJrXWbXv2mK8t+v/63CqbV+Ecj+d1++HfjWwu+/Bbz933z921rW60BKKdUF3AA8pbXOaq1zwFP8j8X4f1wKlvygRvntRdwQNNo9mhvKWGXFr/7BY+LXOipd4vFP3kPyDKxtnZSMwYDcCH0L3IQHBiz/1DF+9xsfI79EXnrP82IUbdg+sRFInNe0PR1k/FpNbo3MjAJ7YpT6DEr9mtJqh8GflKl1KBio4AekkGRXmvTeNkQjaTKYyS7EGClC47bYuP3GCCBwrFUXiHBmi8HUtgBOm0d2jaKRNJi8RLB8FJx7h835OywKy2H0oUECZQ+7IrZT5S6D7Fohdgzeco7ygEd/Ooe3qYRVhdwaMSy2bI/4OWkoEudlDps5aMADrReE2/NbPCIr8hgOdL2iuaN7P5Uen/k19gLbUTqx4MkwhmPQ/7h3gUE3eYniune9QXM8SssRjRcQbV/8vKL7ZZFAdL4GpcUSdhueEXSgsMolftqiGYfF92haDi7o9R73OZtrRTkGhTfayZxwiY4aVDoN6cxbPZKnpZO958Zv4obFfCA855E+6dF62KXvmSZ2WRMoKW5/7lOYdbArIhOQ2Dn52U0HkhvnMDx446/vBWQ+NHpLhnKXSaDsM7NdDurz70hguJKGU+4xSRy38MKSqFDPGHhJl/KAZm69RccbniTdb5mTOcqnRmlGIX3U4Pcf+DCVLlOcgkYFKm8uhD8bTbE1q5xLCkykIHXEILsG6ikTP+ph1uQ9Hf8HCS0od4vUKZgXv+G2A5Im4/2bPR8dFYeVQEVClyMTBrFz5sJIQVNdU6d1l8xPAwUobHIorBZ3GmN3Am2Cc3UBsy4w+Ip/uYtAQTIe9foS7Xt9QnMC545fGcWsGJh1ResbJtUeIeiEpoSYlF0LiRGX0MkQsWHFHR99nmJRbqQdu+Cia48yu8MjOrZAquqrkP3WIuyChMsDtO1V9F4+Svn9BTxbnqXOlxXJsxDMedS7PDInGwSnLbQp7HE/AOn9Fpn7YtRaDAqDJm37NNUOm7m1JukTQryq9EnzZY0HSR1X1No1hgPxviKNpHkhDMBJapSvmbm5wSNf+W8ECyLv8YKK5HETq2IQmpOwiOiTMaITkmfa87zAsfkNzQu5uI20RXm5Q+Z4g9ATCay6MD2VB4lTFlMXK+JPRkmddsjsF7Zn/DxE94Rxkppai1jxFRbLWKaREYvQ6JDFZ776MQJ5TeloCy37TJpRKAxYzG1SnP/XZQRnLNLHJIYsMBQkPCcm9W7cJ3Hc4pN3PUQwL6OnaqciddCmGdcYTcXJjyZxo0K0qqfMCxyL8Mkg6WMSPF1Pi8ylda+BVVNMv73Omi8cYX6DjHFSJ6C6vkbvc2VaDyissuwBu6ppJuWs8AIwdlWMsesUTkoR3ROmdGWVT/3Jb+Ek5NKw+oPH6XxFMbVT7EMbSYPwVJ1AwWB+vcbw5O8ymjCzNYzRhOmRDKkDAUKnQwTyitCkJVIzDUbVuGBQ8X+3/j0zzg6t9eTC76eAjoXf9wCj/+b7xha+9ou+/j9dhgNz/6FO9OGEWFJNmSSfiIKCLzx+E4mzivwSg0q3wep/vhs3DC/sXY2zukrrgQXT51ZF5wtiK/XquSVEZjSth116P3SO7AfKAKQTVZoxRX65FB07ZwqUaiH2fc7C4XsqwPhVcZxlNVZ3TeNGNdVuMU8fzaeYX68YzqUv6M+i45IbOvONAQDctItVkQffjWgaLT6JkxbNlEf7O0eIjgt13H7/NMn+AnbOoGXDDMqDmY/UaKQVhWUaq6bxLXkYzv90MW27DU6/PED6x1FiN0/Rul9T7ld0fydAdMYjNKuITkqL69yaJ3dDbcH2SmMVTMI/TNJcX8aJGXz1S7cxsH6CSp9HdNonkFd88LceF7r6hEFuuU18SDbJmfd/iSd/vB2ruqBRswXCisx65JabWFVNudsgOmow8EORE3khMYxuxmS+40YtKj0SFVVcZOE+3krrHoN6uytG12EIXDtHKlkhc9AQ6zwXPvXIR9CWJrdWM36FxdwGg4mdJsU+m8IKSJ9y6XtISDD19VXGrzCIjmvMhmLitiatB3zsb2Y48lv3cNEf3gUIiSBz9SRKg9mUAyx5Sm7JjYxAiE4c4mMekUlNoKyp9GhSh2y8iE9kQlPstzCriuYTrWgDjh/vhVUlAkVNbFhCmVsOi3uRNqF9t8/S688Rm2iSOGHR/bImMBTCrGthGVdEGhKcsmjGlMg4ukzchEco7+OtKuNbkLu8zuROKYD/8W0/urCHSgPyDOeWGVQ6LepbK0SmxRA+UNHEDoZwo4r+nxaodWhS+wKYZZP8ArvWDUPrN6OEZ6B6dRnTkYzKSqeBPhYnu8IUU4eqprrIRZvialRYCkh8J/VOl/lNPunjMH6lccGd5Zv7Lia+O0ywoCn1G5y8Zw12wZTQgKjCPRej0q1Yddk5rKq8HuVpzpzppDQuRT1+xqKRFJ/eicssIqMm5z+m6XqlSeqUwK71fof294zIuEFBfFQkZjMXyUyuOCA2ccnTkBjyMZyFPMuqIndtneqp1IKDmUH92hJqoIJd9ll0n8WWb36aiRs8aTqWCbQbGxOz+8mdilDOp9olrNNyl0kjaWDPCQsbYHazQfxYgImdQaIzHoGFVJRmXFPZWiM4Z1DtVhT7AzRSikqPjJWKy126X/YoDQqT1GwItyM2KqQ0Lyi65MisT8/zAnWH5zROEtJHBc52BuoUlkDwulncJXWyW4RF3rFkjuLqJn+3+wbqmYWGrCZe325bk9YDms7XpCHXSrHpUwcwRKFGvcOXEO+IyO+8ICSGGoTmIHg4whMPbSc6ahAd92mkFaFjYU79Woj59ZrojEf8lEQFthySS0kwL89V71OSLJM53iT+fAQ3LJFguQ0eo/9lOQCpo4YY5Vc1IzdGsWrghzS5pQEMT9P3idPU2jXpU02i5y0Z7djy72iDC8EMkSnj/5Iw9D/Upf9V4frfWVrrhQyC/2eWUuoTSqk9Sqk9TaeC82oLhaXCkDt21z1UehS1lXXi5w1qHTLTqLdKZ5lf44u5O1BrN2SAvsiTZHQX4q+GaTlYZnKnKbPLw0kCBU3i83HqLZrkGWimPNyED62NBWakIjHqUm93sS/JojwInAoz9ZVBrIpkWp782L14e1NSzJ5NM7dRjK/nL3EIT2vmtkp7mTpgX/Ap1WGPyKRBcZ2DchWFb/RKIdlcYnwyTT4bJZBXVH/WIaSVR+KyKUfkY/MXRMCNjGb2GgezrjA+PMPk8XasurDqZjbaTO4wcS8rMLnTxnDAdU26vh9YIFdJ5NX8OjlR6q2K4uYGjXu7iJ81sao+mRMe9zx0E4lh/8JB+PNubOPf3E3ynE/bfvE/DRY0gaIifqYsIdaDBrV2TXzEo5E0Cc9qep+vER0XRyK7DONX2LztvS8zdZFN47oi+S0OD/7l50gds8gvNgkUwfxeBvv+DFZNoLxGWhMZM4iMK1JLs7Qc0ix6qk50QpjJbfs0sxstxu5wSZ6RDRsoGFS6pBCdu+7rzK81ya4x2fjXdzN7jcwzatsrzL3UhTZgYqdJemWW8LzcqMqDLtbWHIYH47e6Ag1nDPp/VseJg466C4VNkzorcG4jDdFhC6dmM3WNRJ75tmJ+raK2tUppew2r6nP+0cWMXmfhhWDsek36pBwqbhTiIzKjVqvKJEZ8/IDodSPDFl5Qwfmo2CTuDpM6KRv/777zrgv7KTa2oIk0IfL+SdoeDFHtNMjeWGPySvFE9U2Y25wgc0RYqalT0LZHiDexEU12pUWlT5P+SZTgvBT7RlrE505yQYhuQeyMJekSvuwb3xadavy0hdHaIFj08UPCoK70+sTTVRopyK6BSq/HzFVN/L46v3fnA3LAHZOicOrJJcLCRFyvEidsVn5xntYjHrWtVSkKs5r4sMCR6edDuBFTNHkBiB8NMF6Qwa/piB9xI22wbP0oiWGfytr6BfZybLRO+z4X77LCBYmW4UjYceqMj/VaAt8zWfsXh0CL33TspGTdKk9ye4uDEB2TxjI036Rzl0gonKT4y5p1RTMun09kQtilVg0mLzYp9RrERqF1n2Lgq4pal4dvaxotcpvset2l9WCD2DlrgQyjCGc9qp1yUbDLQlxsZHwC8yblHpOp7TaJ8zUZnbR5zG0Vk3oUOL0O+YOthA+GMcqm+N/m4gz+SBM8G8JcSNTxQhCcl30vRhuK9GmP7Fp4cs+6C5Ku9GFFo6dJvdVneoc0JiPXBzHrmuoSh9iYpjwosY3RKZ/kWZ/wuEV8SJAAPyiISXFAYPZKt2Qej7+riZNUTG+1qfRAdqfD9DaD1l0mueUW5V4DuwptB5vMbRD0xElqQtMSjhAbbbD3+CDpYzL2cyOQXwF9T9XRliBL9TZplp2EJr/yF9eof0/hnF6AYFn478zC18eBvn/zfb0LX/tFX/8fltb6K1rrrVrrrSoTFaP1jBSeDX93N+GL5ogeDmFXNPX+BtFpXxLFk4rW3Qblfh+vGKDaoSkOGnS+pCj1mWROeNRbYOyaOG37fFb8+nHxTkxKrIxVUxSWQuqwxcrVo4SPhCkP+lgVzdw6i64XDQqFCC1Hm9S7XSpdBvHzED9rsO6/3r3AzJWEdtVf4ZbL9mJPyywmc1DeaicpHXylW2FGXYJ5TcczFonTJtV2GbqHn4+T2h3EnAvQdqCBHxCCi+H+nH0GpcWgDTGu9yKatmcCBLNiNJ4+JtR2J+VjeMJw844m6NgtVOzACwmmt5l4IaGqJ8/ILCbxdESE8wWb+XUmtS7N1EU2+WUmyfXzzN3UoLxUDuDCUvmsKr3igBIdqWJXhNFY6fUZentSGp2778EPaubXiXOLNqHUGyQ26ZIYElus9DHNLckDRKY0iR/F6XvI4CMf+E0hMNkCh05f45K9tUZhscH0NpvIpBT88iJN4UQLxQGDoZtDdOyqEBt3KfWJJMAeCYogvFNo9UZTUITlL36IxHlNeEpkM4sekF3f/qMQ7fub5FdpgZpebMUNvmku7e1KE5rVtD0fwF4o4iN3izNO2wtiUl28ssaK3zlK6ohFdFyYjpFjIRJHAyTfK498fAhir0To+kmAwmKbwGVzDD7UoNbpM/igT3a1oufZAs2oHFTKV+hjcaZua5DeOUXqrFjJNZIL0WyOFMxyn7zHofk3+9jcxQ5jV8vnPTKZYXq7QWmZS+zVCPHTFo2MprixgdkU9rBx2zzv/e0nmV+QGDTSSqDvvCL/jgqbP3SIcrdJ5pgmdRxSp8Doq+CFhbiUOeEKqeaiEpHJN38er2GSW2YSmDWxKprYsIF6Lk3qtE/LYSHOhEYCxHaF+asH341vy3s3t92n0Sp2eSBNg2/D3I42cstM/OkQtQ5hicus1ceuaqZ2GDRjYpSSuG6K6nCCSqdJuU+cnrQBc/ctwrMVV6w4TeKsHLrT2yI0IwahxxNM3dEgUNIYK8qEJ8XgIT7iETge5vkfbmHoHaIlraytM32JIE/VDkXmmIx5Fv/gk5T6glRbTOppRe9TwkPo3NXEN+UzcqNQHhTDed1Xo9zvU+lWZNeCGzaJnzVFPVARl7LCgM359wsTu9LvEcr6zK+xhAxoyn6sdUg8VjPh45vSTOSXham1KVJHRGpT6dX0PWDR8mqA7q2TlBe7DP7UIXOsSfLZMNNbJJu4Gdckzmtajkrjl9ll0/GqIrutiRM1SB+H4Kx14ZmzqzKDzhxS0Nag3KtwY5JVixbnotiwQftrIr+pthvERjXJ85LZW17aXMjllHCIeqeHVZFYvkqvNF2Zo5ro0SCJcyLjqrdrEsNippFbLucDQNerLskzPtFJTX5ZiJZdFrPbfGo7ymhDE51QlBYFwZdEntioonZpmWZc46bdX1j8/j2F82Hg58zYDwMP/Zuvf2iBXbsDKCxAuk8A1yul0gukoOsXvvY/X74QMAJzJm5UU1zvsLVjlPd98Bmya0CVLSavdS94VTbSirY9EsH0c59V/0NzFFa5zK8xSZ3x8cKa/FKTY/+6SognOc34VTZ2CbyIJr/O5cyufqpdPuEpg8pVFbyQptRr0PJ8kLn1Nm2vm1R7fept8gFFpiQ8On4Oxt7pEn05xmtTg7gxn6mdmvxKeaiq/S6t10ygfLhzw4vU2hTWB2eo9Grq28vkV2iWvO8U+//4HsLTitmNQeqtmsm3O2TXCr0/NqLJrJ8ldtZidpNBcM4gf2uF8iJ9YWbZ/u4RglmDyJQmOuXTcnhhDjEvdmYdezwSZ6HvaYe5bT7haYPotMyBW5fOE5oRCMGqARrcx1sxhkP0PyzQi7FCIG6vo0F+qcnkpXEaaU21S+aAsRFNxy6f5d+8CzSc+Pi9nPyoBCw3o4rpj9SZW28SKMnM54/v+gRuRFHuNhi9Ec58wCY+7mLVRSY00DdLcH8UEOq40RTDh2BODOGdtCY2rMiujjBxqdi5OSmBrUxH0/eUT6CgyJxcMKd3LOY3aio9UkjHrxDnoOwqk4mdFmZdEcxKOo5dFXq88qDW4xHOySFX7pGb1YrOGUqDPo2kwMqtj4R4+cW1kk/aKVKKap9HaE4zfLCbmSuaZNdplKd58PP/iG9B/myGs+8KEhsxGL/MRnmK/EqRI8xeIjCbWQe/bJN7uZNiv/zbylvw1z3l0UgJQScypSn3v7mFzJkAflBkLNoz6H7FY9Gj0PqOUUJzmpYjmsSBIPq9c8xt1MyfT3PvM9fRclhLzNiKpkDsQXDPxXjp2XU0Y3Lbzq+SxvMzG56mvMin51sB9G/O0nqwTOypGKUVTQwXau2S61rpd7GqisIKmTtGp4WfECj5hGYsgc2uzhHMir7VCyrCYyahWYPYxbPAzzNwNZ0fFXlObMig1u4TGxe2+9wGhW8q2veIBEtbmvKjnWhDkznRwI3IPgkUNfU2RXYdPL9/FU/+xT+QXyJSj3pa0InWR0PMXuEQeDlOMC+JOoUlJl2vNkgMCckoUADtGXS9qFC+InXWl6SmBhhtdUp9ilq7orwIxq9JER3TTO2w8ZeIc5EXEAtQuwSdPwqiQ8L6jkwpZjfalDY1sIuK0oCQ7YJ5n/D5ADMXe8RPm1S6DGKjPk5K0JSZzfJstB1q4iddimubaBPmdkr6kHXbHJl3jKFNGSvMb/GY3NVF1/MGTtJi+HYZSUSmpNGMDStyqyC72qIZVURmfMp9Bm0v29hVn9IiIQJm18oZl10tSU++DaGjYUwH4udM1LYCbd15Wo94VDs0+RVCkiwulaI6s0nOYOUYREYtIlMGgTzEzpkSDde6YERTlgzk5rYSXkiau9b9monbmlgVzYp3naTWIRB9YcBmZhsUB8XkoNqp6HhNEQo1Ofmxe8kcb9BIGwSKQnjyTQjuirHoSY/EMfsXlqX/XTnK94DXgBVKqTGl1MeAvwGuU0qdBq5d+H+Ax4BzwBngq8DdAFrrLPCXwO6FX3+x8LX/6QpGHGYudWksahAdMzCKFof/YQPf+f41ZFbPEZo2CSYamGuK4ENxQwM3rC6QKwLXzlF8rZ3QtEXbIZdNnz6AWVPoLUWsqjBQm1Ggv0p4VmCr2BnxldRxl4Ebz2Pvj2FWxdGm1q4W0scVfkTSDKJTnkCANbkBtj4TlE35YiuhaZPIuHmB7GDUDGaf68Zw4Bv330BoTlN1bJHTPB0leUpx8uHljLhlKv0elfV13LSLObYwwM76FG6uEPrntNi5jS/Qvc9HsSvi0dr1vMHoU/0XbiCNhOL9f/4YzShU+nymbmwydpWx0JUHiZ01SQz7TO2QeaB5X4vMjoZEqIyGwnJhvM2tt0me93EaUmgyL4mjTSOjcdI+Ttont0GK4ewmSYWJnzfY8Hd3s+XP70JpaSLCz8ZoPeQxs9WgkVIMvd1YIPFoQpMW7a+Y1DImmWMOTkIzdLaDJbecRWkxx0+ec0Cx4JWpyRyGwhqPYEF0e/f/9t8TyEthzC8RKMdJCHkpPAvRIyH8iIddURy7+x4i4wswYFoKbPoY+JaCwapAuht9Wg9L2o35qWmKV9aodvu4UTj3mAjYlA+duxrMrZc5ZPKcxxMf/zsCF2WxCwbNd2eJTBhETwXA1FS74ap7f1+ST6qK1n2KZhSSZ6VIlnsNvMEawSmLWrdHYtin/VW5OUYnfeqtPk5CEZ30yS+TuD0vKLex6OibPpuxYdH+NuPQ+ZTF2DWKUo/J2aPdNOMiI6n2aOxvZvAjPi37DYI5g1DOI7ezgVExsatifBDMySHZaPExG5pATrxTv/3Ht9HxOozcYDJ5sJPRa+MUlkHXs8JAr/T4zFzmEsjJ/LJtrzgY1dOKyctg7DpF96Vj/OxXP0f8voQ0Jv3i6JU852PVwHuoFZBAhdCcYuLbgwSLPtWLqrQcVJT6LNyoeEW7EcgvM2nfA3bBoLqzTHTEZGZLkPa9PrVOTeh9U9hlyUQNt1XZ9sDvCsIRE2an3B4NrGkJcv/s79yPH1gwGVgewGxqZt5VI5T1aXvRJrvSwM00ya42CM9KQHJkb4TItIRU+7bciqpdivCURg2LtttJ+VT6PSlqNZ/4KRsvpPAuK+CFIHo0iBcRGUUjA3ObpdlLHbMo9/tUe3ziIw1SZ1x8GwIlkWU1kib2tE1gxqKxuE7yUIBmyqPyShuzj/fK7L6k6XrOIHUapnZqyp0mVsLhHW9/GSclAe0gBgz+RQXssubX/stDF+bNlS6T+LAmeUqkaADmqpKYg6TVgvmKJlDQOCcSqPtbKXebYn84UKd6RVn2dFMg3bs+8RAt+wz++WNfwi4Ka9sPwPSVkvXb/gZUuyA8r3EmowQK+kIzntwVIrfe59y3lkuC1gkXqypSnHqv3GajE1ouII+nGHz015m6KIhZk6SYQM6gssgncu0MuWU2LUf+nXIUrfX7tNZdWmtba92rtf4XrfW81voarfUyrfW1Py+CC2zaT2mtl2it12mt9/ybv+frWuulC7++8b/zbzc9k9CEzaIHTW750MssWz9Kdo1oKOdPtZA472McjhN+PAFAYCKA2YDCDRWhtT/VSvueJmYdCoMWL/5wM05KE3w+QSOl8MJy1U88E6HeYhAbMciccEmfdml51ebcM4OgZaie3+ws3KqEWJDZY+EF5OGpLGniRhTVNpE6xEcb1Fs09U6P7peqoucC/LBAztEJ0RsaLhRLEZqtTRoZ8dKtdfi87e8/i1UxWHS/iVmwyByWWVKt1SD4RoyRGw2q7QaFNRIu6wXkdhDISxqIHwAuKhDaNk9xqeZr/3QbkVkJ506mK6SPCQXfbEj+4tQOiA+D0VAUFgvEFZkVWMS+fJ5gd4XkGZktTt3sEH9DNv38Vkml9wbrGC0NtC2WYWZDfl6rKtBR6qxL4O0zmA4LzkGK+TUm6WPiq9uyz6Tcr0mdFWp/bjU4ccXQOwwyxzXdzxocfW0xzbhEnw29wxKiTUXmcU5chNFz6w3e9btPc/MTvy1JImdl49XbNB17fNyQJFjYJU3slI1Zh0t+95Nkbh2/8PnU1taYudijsL1B+PUorYddQtMmkxeLcfrMcz0knwsTmZRMy+R5n/Y9UrCGbxbj/cxRzfR2g7d97rMEfpiW22ojIAku62q07jbYfM0JlCfPVuaY+Iu2HPOYvdgVt6JXqkR3RbCqCrNqUE8b1FsUXa+6zFzncOMV+6m3a4rvKFPr8Gk93CS3WqKcqp1vQrVWVUz6610e9bRB14tCvDEaBl/+vS/QaPUI5BWNlEHb6ybRaZfoqGZ2g03mxSDvvepV3BB07K5RX1/FLhrYJYPolLC8M4cXXG80JM4Y9D4rIwjlS9BBtUuap9QhMf9QHrhBJdFu15SITJicu+PLnBtq523/9FkaSZFThWcUhifC90ZaEyy8yT6udYr4v7TIJLwnIns5KHZzxZWSP2qXIZj3aDnqkXhG0IryoMv41ZrIhGLm9S4i0wspGjMRlCczv87LxomPaOyyzBRNR/TK/3r1xfI+pSG3rYkXUOiRKErD/DV1lAdmzqbt4klxo5kXx6VqhzTbiTOK7CqTeoeYwbftl9fTul8ROy+xieUeYZrjQ204TjArjjp2UWz9IpOayIRBeEYaD9oahKcMpreFGb/CwKrLvNoLKOopg2ang7G8THJXCKum6X7eoL66RrVT03K4ysylLpVug9mtPr3PaHIbPPzpED/78k5WvPMkzZgQ/eauahB5JEGlV/F3D75DZvoKPvnJh8ithvh4E3OBIKj2JYhMiG9zs030mfU2RbPLod4q5LrioIE5FsI4HkOnHXZ+YB/RSZ//9p3bKSyHP/vtj4ut3imP5qYyiwdmsKpi4JA4J8qC1AnF3FXOQk6zXBpSRw2yazWRSai1mNTbhInb8bwpY7mEwsnIvHngR7Do0RzlftC2JLbEhgzmD7fRjMH5d//i8vhL7xzkN0w++M5nmHx/g/tfvphzbyyi0dskOq7pXDXD3EZF6yGXwnJoZDTKFc1W7Pko0XER9+ZW2rgR6XqMJiTPgHLlobXK0HnpOI20Ij7m0UhrRq8zmF9jUVwqcwXTgewmj3hrhfCKPMlTBje//1WKSyXGqpGCVEdJ5luLYX6NydRvNoiNKHTIY/TaCKGFu7WKiFyg0qNo9MpBFzwSJjBlU11Xo5nQGK6isNqlmXYZvdak/3FxRfH7a9Q6hAwUnjSpLPJJ9hYYv9kjeUqR29KkuNzFqMlswzuUJDeRJHFW0fXuIWqtBl0vV+hL5XFDiua6Cs2YQCOBooEbknlU9yt1Bm84z9QOg3ob5MaSfGDFbua2+HidDcgFKKwW/D9x0qKRULQ+HqTtkRCtb5hC6++Vw9Iua3KrNW7YwH2gHasm5hT1NQJTlQYU05dIaLNVUYxfblPtUiTXzdOMQ2jK4pLfe4OpSyA2KskPwTzEz5gUL6sTH2tIok1S/i6nzeNfHr2W2Gn5e/I3ShSXG/WZuEwxd3UDJyVMwMwJl0qfOCPNPCcE7+iwRWxPmNhZi/iBIBhQXGSROOfjhTSBEtS6PUI5H6sqsLjp+Exd7ovOtmCglaSdWFVFaYmP0ppGm0DEtV6PlqdC1FsUBx9ZRTCn8WyFExMiTbXNIDBriUGGqWheViQ0rwlPKcLz0rCNXWOS3B3ihQe2EJlQeMfj6LBHfqlNywFFrU3SIH6+SgOSf6gNjdKaiaukyUqchfc+eTd2Xn7mWqtibquPEzMp94sNXSjv89P7LkVbMLsxTNsjIYJ5eMfbXya3whLIsyI378KggReCobcpolM+Zl1SZsIz0lS4IST1Jq3JX10nPOuzuHWeaq/HZZ+6k66nJXu09f0jNFKK5NkmkWmHb/ynf6T1oM+rn/8SIOgH3XXiI3ohbk/jJAR9cKPybJR7hBRUbReP5XqLwr+4QHTIIjxuUVjt0Wh3uf6PX8K3FT3PKFrXzcg8/cUecR+rLYSN18SEfuL2AVqON7G35UDB5OU+kQm5sYePhDGb4nj04rofU+qX3N3CciHwVXoFpUqd8lGuouVok/m1C0x0C8oDnug6fZEPxSZ9MocUdvVNQlFixCUx7FBe1yBQFLg582xIQqhPuyRPSeamFxI2a70VPrblFSJPxaj2yD6cuNZDzwdJH4fcqgjhUZtKj49dMhi/0iA6ZOGHfHIbPHYfWoIX80EpwrEGTmLh9nlMC2y9BO75l9tJnoahWyyReiG+uF5YUVwCkfM2wawgAKHzQeI3TJE54REdF4a5s6RG6HSIZ88vk5ScOU1oVshIhSUGTtTAc01mH+vFSUPqiIVWIv8L5jUqZy8QoqQhKyzTxM8LelXqV5g1aTyyaxRuVLP9/QcxGga+CaPXWMxuTdH9okPfEzJOCRakYav1NYmf/HdCtf9vLsOFbz52NcbpCC37DMyaovNpC9+CSzvOcevVu5nZYmIXJAWh7aBHdr1PbnsTreSNLK5w6XjDozgI//Qb9+AFFdoUM3XDg5GjXQSzmlKvSSCvSJ6Sg8QqKyLXzggr9JSF+XSa5v40bhT+tuMAAw/XCI9bhOagsTtDrQ38njqJcz6OY5Lf5KDKFqnTgp0DxPeFCM0J6y18PkDn6xJEG8wq/JpFaMag2eJi1A2MmkBNzT/Icv2Ww6SfChMoiHbz5/Z5jT0ZVNmkGVcYIY/IqCVZkyuyxEbEcs9wYOY7/WR3OIxeH2XkR4vRFrjZEIYLK75ewGjI7MCLaL7+rS/yyPLHMRdVBFJyFfffdzVtbxjEDoXQsX8zNPchPuYyuxXe/UdPYtVkDlPvFb/LZlSCfguLDXb/53uZ2WTRss+k86EAjTaPWr9DYN7ECypaD3kEc4p6l0vtpVaCOQhPax5/cAdGQ1FvE5ZcrV3E0+ZQiJHrQ1T7mxLFtMfFzpukjgtkGR3T+GMR0cSlHfywjzETIH3TBE4Spi42iQ0beEFNbbnAMk5CU1rukRzyGHzHWSpbhawxt1Ecg8y6Roc9zLrMKJWnmN5iYtTE4cVoQvy8WP+tufYURkNRe1eB5HGL0HNxWvYaVG8vEp2SDje/UpNf716QpmQvamKXxD1pbk0Y67UExcEFFrYhzeHPxwu+Lbf1xHlIHLeptWnmrxLa/8/F5QAo8TFWjmgAM3158qsECm17TUwx6t0eyXM+iVMmU5eIo4tdEgmFXdbUl9VxEjB/mzQ83zuwjdISl5s/8jLFRSZHfusezItzBLOa1DGLUp9J8rSPk1TU2qU4OElNYtjHX1QjfCDM9GU+558YpO0NAzcsCSapXxtlphyjtKnB5E6L/JIgt734KWotIjcDieRLPRvGiSvCs01KC+9PrU2Sb8yaNMgYwprMr5Lbb2MojtLCUm7bJXO0H5zdRGVnhdnNBvP720WXbYHVkEZ70RMNwrOa4jVV9v/xPYxdacHzaewZm+iIRWxC2OtOSlCMch8MPvwJQvMiY1KuunALdGOaD/3ZT+l92mfyEuuCN+/cxS7pI+JqVFgBoYLPxHUekTmPcp+YOthl0fLObA3S/YjF7Hbxo650i6qg1GNS65AZZ+KcJpz1UOuLfPvoReTWaLpedel8DexEg/Y3IL9SmqKuVxoEswZdL7usuHeO0Lym72fQ9zPofVpMM6YugfqwvHe1xQ28oJhRBLOKykYxodeJJsGcPG7ZlRb5jQ6hWZk/1tt92ve6RMc1/jfambrIIPbhccw6RA+ECW7L0vr9CBOXS9JSoKiJD0usXfX2Iq2PByVubCHdxapLmMXUFT5+2CdxXuDgaqcmNCfPa2G58E4KmxsUF/889Fvx+g83kDypmLlEkzoBdk2TWxEk++EKV209ihsCNHQuyv5fCHb/Q136d9a1/78vP6y5/pp9dO4SAtCtt79GIyFzvUceuISHdm2WPLdhX8g9AYXKOOBDckgMtY26wfR2E7ui+N2/votAUXxTe1708E3Bzdt/dRg0lJe6JIeauFGNF9LMH2kDDdVuH7Mm8E/6mkmWfveTNFoCtO9r0miRm6ddFk/aSrdB6vEoXU9ZtL8B2TWK0hK5cVS7RIybPu1TG3Aw6xovaJA53qTjBZPa0gbpvRaZg4q+1VNM79RM7+nkxUc3UW9VJM8LfBo/L85D73/3s8QXFfECcPbqb4ht2SmF80wrlR55cJWPbMih4EJ0EpTWOES7SxibCkxekRaf2TaZaVzz8m+w9U/vwjoQY9+f3kvmkLB9q50yO+7vmyPSVgEEKg0Umph1xde+dyPVdjnUzYKJXYHsZo/0CY2/tcjS732Sel+T7XfuZ36dgV0wMPOW6M5yHmZdGMzp7gJKL9imbXYvZDmixfKu0efgRgAtLMPwiE38HIxeL1BdbrVIAua3+PhBn2q3R+tTIeKnLDregIk9XbQedmk9qPGuypM4/2Z+ZXhGkTpsMH61ZviBJYT3h8kcEoLPyo8dp7AcWl6zWfNnh0iMuOCD6cj71owKfNV6pI5Zg3P3LSN9DErjCcy6ptYB0UkX52SC3Eo5NJOnFZ0vymbXJqTfkMQRN6pJDjUpr2vQbHGpt2oiU00S56XB+dOP3Xehy25G5XNZdMkY8X0hWo/UiUy9uem9oJjmRyYMtKEoH2ghNixa4sJNFeodHjrgM39HlWYMMDTmihLNuDj7lPvBGg+ifHBnQ1Q7NYmDQRb/0OPZf7hEILZcP+mviOYyv0bmUbU2g/rFZQxX4GizoXDiitU9U6Bh8IcealsBJ6aYu7WO0YQzh3vJD6fQjkF4WlEahN4fWTTj6oKlW+qk3PQDJU25N4DhiHdv6qwrZuobvQti965XPULTBvjQ+4zs99ltPnMbNU5Ck/xejOSTETJHNW7Mp5nyCU9DpdPAcEVG0YwrGI6w8W/uxi7J7TM0q+jcVafUa9D1WgOvr44bVrQc1Sx6RDSMRlN+WbWFzMh5xVe/8DbyHy9h1hSN7UKwM8oS6Fzr9oifh9lNBu0vWcyttbCqCqsuMrBql6LvsSy1jEHHa4rCMmjGRdvoLISuawPs901T7LMIvJgg9mKEc+/+EqHfm2DqtgbtqTK5VZK8VOw3KSwOEMxqprfbjLy9newmn97PnsYLKNHn9ipu2rmfyISBVdO0vBzAqmk69jjU2zTdDwbofqVBam8QZ0Fe44Vg1ZIJyks8Kv0udkmJvrhLor4S5yD7YC+hgk/ynIf3YoaJqyA8LQzlekZCuxtJRXU0TrlHnMtq7YrEGYP8cuPNxlDJzTs8o8BYILMNyjNiNIGmcQF9iU7IZSOY11glg8Sww9Q1LkZT0/WFAK8/tF7O2CEP9wftzF9b/4V16Ze+cJolxc9OrWb8cotyn6Lohqj0Qm6tT21Vna4Xxf/0nX/4FFyWI7vKIHAqTPJQgJktBqljFpFxA29pjfiIT+id05RvL5JfalAYEAp1qc9g9LEB7LLcIKYusrDLkiDQ85xLoKhInVAUrqmx+o4TZJ/tkptgxKB0V0F0jXmTao8UtWBO7Ovm18rcJToKVpt8COnjiONPU5M4HKDtD84xcaXP7EabwlKDnkctSgMQmfUYO9RJ2y55fXe+5zEaGY0blLzD9KkmE1coHv2bK4ndlyCYg03/+W7a92nyq4Rx6tv/JjJLg29rSks8EsMemV02ie/G0buTeAEwPI3eUSBz1EONhPHflsV04KI/vIv8SjFI9y4qog0Ym01fmCm7YcXwzWGCcwpzq3jD5i9pEJlY0PJNLMSRfS9KbNggetbmxR9tFvgrK7T0z//hvVQ6TCZ3Wix63znu3/B1kmfl8EsdtAnP+cyvFj1n48oi9nQAw5W4rGqXsDNrNxfpe2JBx7cgoUieMLELBrEhEyemqHUKVBVenWdyp8nkpZrDF32X7NV1yeBEpELxMQ+jYVDYXuf3P/6AGEW3erxybCnhaUkOefL5TVQ6LHTApxkT4/hKj4Q3j10pN3mrLrKd4KxJdNqj0dUkv8ymc5dHfEiajvxan2qHELXMhhjPB4oC14/cYGLOBOh6TmbBc+uDRKc88is1f/1fP4AXkBzJwkaH0lIPU/kkhj2mt4WIzLyJCph1RaVPEZrT1Nvleai1C8PQH4oS6y0SO22jTkY5+hv3EJw3iT4ap5GSmXbmqKb1gPx87W8o2g5ozLpm9LoA1XYD5/1Z/vHFGxi7yiI8qwmPiatSpUfj5EJExzTzO5oiKPfhyPkeopM+xcEAlZkohRU+yWfC1No1ftSj6yXF9RuP4F2dp9nj4MRFPvNzp53SIgWWmOEXBxXakudzfrXF9DaDzH6TWqem87UyxX6LluMuze0lRq+XOWx4yiR9XArx3HqD3OoFE/iYh7bFrCB92qXWKkSo4ioR/CtfCCyzlzUprXI4f1sAsw75pQHMsRB2WTN9S0M0gcGFTNDOJtk1chNUHuTW+xQn4oTmNdHnoxc+n5ZjTcyKeGo7GY/5dRAoifft9DYJqa6sbjB6U0ae76TCaZXmL7tuIfDbhZbDmurDndTbNNFJj1BWs+XP72L2/kXobJD8c5207RcORHF1k2qnIn9xg/QJme1bJYPDP1nF1MWK9n0OoVnNi/dvoeVYE8+WZ1+b4CRM2vaJT3atzablaJ3kOfmAlAvnXuonet7k6s3HiA0LAUubcPd7HxWjmfUu+SUmgaJLtcsncdKk9ZB7gT/S8aqMXxJnDJoxyeMMXTJHMO/T/XKD8LQ4U4XGbWqtorP3W4TB3fOcQ2EpXHTXPlp2WWLbGhatum9JQxeZUFQ7bJZ93aW8CCZ3hIkuzGV/bidqjv47Lff+31xeTNP6WBB7SYlav8OBf9qIWVc8eOsX+Y3NzwvevcHn3meuI/xgimAOUqd9opMewZUF3Ih06OG9ERoJxcTJdmIPJai3+xz4D/dQXqSoLG2SGJaYmY7Fc6AVjfVVvCDMfrxKYshnfrOHaXkcfHIlwZyWlImmpnAyI5mJDvgRj8oiSUkx65A6LUPrWqcitEc2SXatJrQyTzMiJIPTP1zO8m/XxcZqfYHah3Oc/tC9VLpMWg6JGwo+fOufb2bjZacoLlZMb1NMXCq30uKAwdwGA/uWWZwETF6qSQzmSZ2AjjdEXpJfqUmsnpeb3ZRJM2xQHITpi8R/0qrKTM45kWBuo0Ez41IoRFAeZG+sYTYU3uUFGqMxnLSm7ZEgsQk5mH9OZCgvdXEciw/e/TPs0SBtBxo00nLbVT5kV5s0YxCaFRZcoCiEHd+GP/7dTxCb9Eicg7HvLObW736G+bUm+XUu8TGX8Jx4Zq5513FCT8fpetkTyUBGERsSaCr2UIL5tRbVDnH5iUxryou0+OJuECN15Ut+q/9KmvC0IjZksvaLd5N6KXQhVsxJaXIrBDLv+4HF5//be3AjEDtnkTgcEIH7hNxAa20KO2tx9VUH8IIC5fqWSEK8IORvqGK4IiGqtpt0vGhSGvRxYuIvrG/MgatoxiSbULnisVoaAN/UBLMG6TVz8v6tk8569HpFzwuSN1jbXMWqqAXY0CT3jUVMvsuh2ilQ4M9XM+HTaPPIrdM4KZ/wtMJJ+9T7pCD4r6XxbGlEdh66g/i2WRq3SxMUmlNkb6kxeYNLabm7cBPTNBNK2OkWWA+00PGyEM3+7Pe/ResRV8hXI4qu5wwJT8hZ4mV8pk7nz2yyt9bEQi/gi+wkpPBDoinLrjR46eFN3LH4IMacLcYaMybdtwwD0Gjx5XM0FS1HxCPVt6C6vEHmmNwowtOK7OoowZzP2NUKpSA6YpA6I3FRlR5FxxsezYQ0BJVOg+CYzeCPNNFxGH27h1WD0IyBcgxyKyShIzSv6X9QETsRkEZw2qO0WKIA7arGGg4xvdXEtzX1Nh8ra+Pb0LlLslhThw0W/9CjPPDmGddyWFCn1ClJhOl5RszM3RCERgI4ba6YejwTWEAjRHeePGozfZND+qii0iluTHMbFNUuud2iFFM3O1S7FM5NBUIzBqGsZvwmj+/95j+QPGQTKEJyV4hgwSP9YojkSUHX+p7xmLo4QG5bk3qbJrfcpt4u1nzTl3k0wwaNhEE9YzC/RjF6bZByr3Hh81GeELsOfGMdzZgoDjLHPP7xpRuobq3S/7Cm1uHLjXfekDHAWoslP6wTzIm2s+WoJ2dGVlFaZMBPW6hnDGqtNtVuXxQOppzvxUUW0SNBYuNN0fNWFI+9uolf/d3HqXZqrC05AnlpBiLTIpUpLDEo/XGJxFloPdwk/sFxIX0e1sxt98RM5ResX/rCGQ46OHFFfSJKeDhAuVcOxTt++lvc87PrmX9bjfCkdGSSWC/MqdlNBrySwipDbp1kcV7ysX2kTogTReaQYvGP7yQ8rTGLJsV+KSZTwy3YZWh5VIJR+9J5Sr0G3c8pUg9HabSIBMULaEp9JrER0Xv5NrS8YZE8oVi0ZZz4mM+239xH6oy4ifz8RqN8hfFMmvZPDMlDO+Ry7h1RFu8YwT+URP2khcGffZziIBSWyMwsMiXD9UPPLic2KsUgNgKBihS9dVecpvZ8G4ESWGWD+t4MszsX7OuiGrtkkMvFyO1s4CQ18zfWCc8qOnZp/PfMY1dl1tvsbMrmPmBjBTwC187hzYYIFBTVUpDF68cXIEnF81/76oXPSNsQHreIPRPlu//1BkJziqmLgsSHZdYUHxc7suiEJr9aY12axY3Kw11r1/imYmbzgkZs1mPr5Sdww5rzb/sKo7f5NOMm0XHNse+vorwIigMWjSV1ItMaPyidbDMCzZhANV5IiCjKlRl56EyIysVVmimP4qDIipoxIWQoD579k3+8kLzhB4QJ3IzLZgSo9oq5dHGdQzOO2NKdglqXj1VRPHtmBaFbpgG5aTTSSnSfZyO4ESGHOHFFYalBMGswfZmHcmUurnyodwgLNHNCSG6RCUWzv0F4WtMaqVDuNsgclpto5pCBZwsa4uUDNOM+Xa94JM95zFzq0vp4kNCscaERAEicNoiMyJA9eVKeKbuoiJ61md7BBVjXCyrylTDzp1soTcckC9aVuL51S8YITYpR/9w6k3pGY23KU17VEI3fGolv++z+d1LuFoJYMy5jgfCcT2jOYOnFw5x7R5DCoEFwX5Rau0E8U6G8CFJvHyd5UoGnqPc0sarwyD9fTscbQvxIbZ1l+EURp6aPLej5KpqJm12CeUVpsUfLqwEKSyWrEQ2Vm0vkVwjy4J+KEShqxq/zmd3h0bGrSXaluBwlN82ROeEQPw+lXnGliZ4IUu7X9P0sh9VSR7lQ3lLDqmlmN9qUl7g4KZjZZpA4Dc51RWqtBm5U42Q82rZOYzbEgLx7yyRzay0CRS2kop1BYquzlBfJ55NbaTC/2qTaIbyLuXXCANUWBHJgxprCicgKmc2sLxifhCB6KEQzLudP+pSH312nmRAme36JgTUZxCpD8NEkVn2BtJa1eee3fg/lwfL3nKQ0KIWx0iVaR7toUOwT7oZRsAjOy/mTOKspr2gSHrUJljyCRfHn7X7FpesV94Jpfds+IVXWOuS5r3bJ65642SV51KL94RCFxTZ+SHKCGxnZI6kzHiPXRzA88b+deXeN6mAT34LKoEvqrEPilklh9Q8Z4vh2TqMtQfAMD4buUIxeI8qKtr2Ke398k8zwT6Tov/U8IzdZFAelSc2c8Mm/1nHBIWj4QDdmQ/wA+n4GpcE3YxD/+/VLXzhjZoPSIFjtNeJDmi9+7MuYdUgfMWg5pDh1xbdAgxfzmbrGpbq8IUkhyyRIuLDGY/BBj/a9Zfb9/SZyG120WpiRzBuoW+bJHFJYFWg7IJqm6voajbSQRk6e7SaUlZiqRsqgZb8QP9o2T1Ne5GM0NZFpTc/zTea3eqTOODT/qRNtwEg1TcsnhoV5WJLDKTgvh+qxsS4yJ5oyey0rRp/qJ7Apx/wlTawZyb1UGq553xtiUm1LgfACLJhWK0q9BumTTSb+aanISvpllnL8k/cQO2VLAOyQwWd+5UHiiRqZF4IEFxcJBJukrp8kt9wkezpDdp2m2qWJnA6gFVS7NZEXYhQPttC7chonoQmfCDH2Qh/H7rqHwtU1Fj94JyCHbnBeZotuRBHK+5QGJHaskVLc+aFHyS8xWf++I0RmXZntvJG5kGXZckQTKEncVWTGZ+JSg8MPrcKuKAYf+gT2jC2zzXkpNu17fdInGrS2lC744pYXKXLrPSJT4h7jLK2x9z/deyF3s760jlu1WPodh9ioJNr4AU3quJBlLv3C70nUGhDuLxEsaNykT7VHU9heJzJqkr+kQesrNuFpYbi6YXGMio1qGAkzd6hdmNI9kjP4D5/9Mk5Xk8VbR7Grmnq7xgsKfB4at/nOb/0jA9cM0fkahMdNuj5+DuVpoqNQ2F4nfDxE6oxD5R97AYHmlAfz211yq8RAPDJqkTxlUms1Gb9WkzxiM32Zh+FBx543N31xuY8b1Sz5QZ34qEd+QxO7qAhPazKH5NAd+PEcVkVjvZSkZb+YeV//4dfouH2EzGHF0X0DcsteIQYCbtKjeThJy8sBMkfF9Bvg+sUnqHTLnKva6xIo+ZhNIdzMfauf6IjMqxpbyhSXu5RmY1g1xfCJToqLYee603Q+Lx7H1S5FrUXRe9sQtSfaLzjtxMbl9pZfBUZBRPOxIZP5LR6Zo3phHqrRhxN4IckhBWmosTUdLxnkVthYNQhePM/cbIKJjzpoS+bFvc87ZE6KUcPc5hQtD4cJz2oSr4eFnRnRhFpr1AcaxIbFC1jvTqJN0LYmfsZidk8HyVNCSpl8o4vaKhnVhOeE6KMeydBsFdTGXFvAqotrUfqYWL8pLTpEwwVjJEwzBvnFNm17RCaWW2GQOO/hRmS2G5rTZFeatD4Zwi4p9v7ZvbhRjVUS44rsBl8Crft9YkOK2JgYvZz75nLxndbS2LYdkj3iRsSI3qoJU9cuC8KS3ifxfpOXmMxukpzeWovEqJUH5JmbvbXOi7/99wz+pIIbkRt141dyhIaCNNIQ/NgkZl3T8Yqi2uUTmpPw85mtMlcuXF4nv8zAOhojetYmUNDYyQYTlwUpPdRFxxOS71u+vEp+FWJ6P+ZhNGS043Y7lFY1QUNsFFRTmtFzTw3ihz3CMxLXWFxk4NvinBbIO4SnhaRWzxjUkybRkf8Py1HmswnSx8CdD5NdCx9/5qPUWxTRGQ83JEkN4RnN92/4ZxZ/V9PZmceqgjMexQ9C+2uKyUuDnP5AmMv+8HXMkkkjo0mctgjPKD6/5gFxRLkuTyOhqLUaJF8NoZUI0cPDNqmzdTLHHIympt6qCM9q5nZ3EJ42yK/1CZQ0wx/wiZ+2mF8TZG6NRWiuyennFnPmxQHqnS75FfJ6tCFzwci+MOanp2k5pKl1i0NO4tsJVM0kNqZIDuSxi/DsfdvFtSUssyalRUPmL7AsZzbblPolpzNxTjSSGz53N/U2jVWTwvL3999BcT5KZM7DeilJ4icx8k904aSF8p48pbju+n1UFzfxki6tW6cJ5Xw+e8ePmZhPio3gkJgbbPuPd+FWLcyyPDqVbpF1NOOaSp9P7cM5jNYGvinRVB9KnuBPfv0+lkTmmNpuEx+G+jKh04fmpCPNLQ/gJKDWahAfMqi3CCw5sHSa5CnJAzQaGjcGk293GLs2QPZEC4GSpvuiCeo9Ta7fephKj2x4cyzE1j+5i3/8o3tJ7pzGnAzS91ODsWvEGDoyrdErKtgLUiNjZ47MUfl8wj9N0AyLJlQraH8qwMpbT5HYE8JJKgrLNalzLoGipritTnatmP+HZxROxscoWTiDdT7x/TsJnw8w8sIi5tcY2AVF6wFN+16Pvmeq3P7sb5CtRZjeLhrB0z9bwsiNJl5IYU4Hqfa5VLoDjL7LpbjOobxNDP6trIVVgWZc4SQ1n//0l7BqmrbXTWodGjtrCVnkI296iwTnDaJjMH5FhLn1FpiCVOz+z/fi3JYXTe3WFqqdcjsoLBNCy9P/cjFnp9qo9CqSJxUd146ReSmAm/Qg6LPyinMk3zdOI2nQ9aoQ3Z79wTaCOdEbGnUDJ2YwtcMgmBUUoNrjU9tcxR+NYtQN4idsal1iDO+lXA79cDXZ1Qp1y7xYWDpw8uAiSks9gnkpzvNrLMl6nFFEJkRz7IXgsg0nmL4InLjMFwF8SxMbk5D3Q5+5h5ZXbKavkoJU2F4nfz6NOR3ANH3yKzSlJT6TlwSZX2XhhkRyofwFYhyAAc2Uj7U7TnJ/EG1KaEG93ccLwBVbj8m81BQZUHWRMOYTu0NkjtepdJlUOzW5dT7JQwILhB9LYNYgu8rGbGr6nmmKQXuLiZOA3meb1Nt9QllfIuSCojdtJAziw5pyl0lpQNAOLwDNtM/mv7yL+Hm5hdoViPaWCM8o4kMGThLmt7l0vGxIM6Flxps622B6a4DSgIyaEsdsSY5qKA784T0khj2chCJxDtLHxGrRC0JhqYEXkFscgBoJ8/a7foepP2wSKInG2nmlhejCWGhiVzduWIhi7W/Inxm5IUDbPk29w8N3JclJmnGR7kVei9KMSrEv9xi0HtIYp6Ikzopl4cjtPpE5XwLW89JsF5YKxyRz0qO4VJKRgtMWlW7x5K70+QvERJ+Jy6PExn3qreJKNnt5UwiIv2Ap8Wf/5V1bt27Ve/bs+V9/41vrrfXWemu9td5a/w8updRerfXW//7rv/Q3zrfWW+ut9dZ6a721fpnWW4XzrfXWemu9td5ab63/g/VW4XxrvbXeWm+tt9Zb6/9gvVU431pvrbfWW+ut9db6P1hvFc631lvrrfXWemu9tf4P1luF86311nprvbXeWm+t/4Nl/a+/5f/ddao0ypaP/yOxCZfZDTbKg56bhxn/WT/NKHS+0aTUY4luS0kUkJOQ0F0/IBosw0GMx5uS0GCVFbVOn/7HXMavkBBpN6Jp3yPp5clNc1RfasOqirC2MGDi26K3W/qeUwx9exl2WdNIShSZbyvKXSZeGFqOOMyvCXD5+/by6r9sJljU5JeKsPf4X32awS/+A8mTiuISTcshEWrXMgaVPgmqdUMSLju/QeOlXdK7bbyg4uAf3MPgw5/ALJks/kmNsasiZI57FBabaBOSZz0mrtEsud+l0hWQTM24uAwZLjRafh42qyn1G1g18WW1qlDZXkWNhul83WfiCjFSrrX/PANQtI6ZE026/+gM3x18js173ktuNs7wR/6AgX/9a7566bf4y7O38fzanwCw+Id3kjpmsO9P72XZv96FXVJEd8yRPZ0htKiE65qYpk8tF8YIu2zqH+WqlpP8475r+dHOL/GBfR/FfDXJ6jtOsPuN5dg9FdzhGOaiCv75KApotrgEEg2cYpDQqM2a604RsRzqns3uw0s4f/tXGHziY3zrin/hwdxWHjq0ASvoYZwP03vROGOv9+BkPOLdJTzP4NbFR/nchh/w9VM7+fOX30Z4OEB8WDOz08UsmWzecZoTc+0c2v49PjJyGZvjI3govvG1m4mNeQuWgpqV24ZYGp/lsSe24cZ9ul+Al7/4ZRY/+TF01YSgT2DCxouIjzCAn3AJjQZoLKmzfckQ9w8+y78UOvmb/TcSCjs06jbhsMP1i07wyNm11EtBMm1FsrMJwmcDXPuO3Xyxe/eFPbPipQ9x8rJvY3SeBmD1f/g8VhU63j7CzI8XURrwaTmoKPfKnll2w1nO/nTJQvyVRF9N39pAzQSxKorwtMIua+a2icA93Z/DeqBlQV8sGsrQHLTtrzJ0W5joqBhERKd8GimD/GqXrhcNZrYo4kPiQepGNbERMQSYuBoiIyaNDVXST4ZpJCVCrdxrUOvwobVBfHcYreDw5z/Nqh//JzL3xZhbbxIf0iSGG4zf3ST4UpxmTGKkrJqYGfhB2f+lAU36GJhNTTMiJiSFpWJyEp5VHPz9e9j6J3dhNsGu+rhBCZKY2QahWeOCD2u518C7pEDrN6LMbLVQTeh6rUF2lfgIT1wJ0VGT9CmXuXUWLUc98otNAiXxkH7tnf/A1bs/wZEd9/Gec9fww0u+xInRbm584Tf5va1PkTKr/Gh6MxuS4zz49SuJzPoU+w2ctCY0o6isq2NNBLGLitbDLuNXmCTOQqUXTn70XpY+/2sED0fwg+L0AzC73adln4HhwdxmTfeLmvxik3q7JphVRKY0pUWKQAlKi8WmM37KRFuSkBOZ8/ECiqmbHLoesZnZYhAbUyhXE5v0qLabuCF5mA994dNc9Kv/QGGx3Mnskugs06fEpcuq+YxdZRGZUtRbNB27PZoRg9xKg+jmOWpvtGI4YF+SpXo4TWwUiksgPC1GDuEZfeH/S0s9Ol9StN49xMR3Bslu8AlNmQRzkkFrOhJcX+sQrWpkWjO32SdxWqwvI5NiExma95ndBh+66kUeHVtD+fU2uq4YI2j+mxSo/2790t84m/mAhCInTMw6OGnN3HcXUWv3iY1pcstsGmlF1+t1cb+Y9ImNiFGA8qHeqiltbNBo82lsLtP5moexPU9kwiC7OkDyjFi/+QmX7GpF236f4p42KsscfAvMuk8oK8kVVlVz7r5lVLoUxUEDP6CYvMRk7HrJOTz0e/eAEkuzvlBWMun6DTLHvQsWaIsed3FvyBMdNYiNOUzt1ESnPZqtLm5IorOKSxRn3v8lAlM2RlMagI1/czeREQtta7Irw9gVmN4mBVArKPeYRIcssquClPsMWo+6mIvL8uctcc+Yu6SJb4k43YlDfNgnmNMEjkaID0Gx3yTSXyQ869No9zAbEJ7V1Fs1ytUYSjZi+WiGNUsk+PnDG1/nC2PXUWoEWPzjO7lz7GJQECxqVrz0IU5/8F5C8xr1gxas7iqxnySIPxXFejVB9IxNfFeYzclR/umB2wicCfP+r30a9iQJFDW7Di6l70kPa2+c5Gn48tbvYNUUibPiENKcCZPZbVHvdjn/nWW8dGw5px5YQfqgyeDjH0cVbT574l387JHtRE8GMc+EQUPwUwFYViHcXqVcCNM4l+Dx71wCwF8+dgc4BvUlDep35ImfsrHLBoefWkHjcIrFT3+Ul59fy73338IXn78Bs66Z3qEIzYlLzPxX+nn2vu2kTombTe3DORb/8E4yrwQIzlrEjwUwV5WwF1U4+ytfgrYGsVMBrAqs7JvizNdXsPkv7uL+iW20PRSidjZBs2aT+lqcl6cXU8+FiB8JsHfLA5y64cvU230ef3orlx66g1PNCpt2/wovXXIvOw6868Ieikxr3AiMZNM0kpIvWe1SVAeaaANOz7USmdGE8j4tRz1qLQaxfWE6dol/bWTWZ/YSl9Y9BunDBsaDLdTapSEzF56/RgpyK8Ji5L6wDBeCOR+7aDJ9a4PQvESMNTI+b7/5NWk+EwY67OEHIHAkwuxFHl5Iki20ISHZftVCubIPAI5efB+BgotyxahhflUIc0+cRgZSZ3waaTGwL+yoU9lWpd4mP0tutRTC1BmHSo+BVYH0Cah2ai6/6xPYVU0o5xGabxKZdZndAqkTio7dDcJzTebXKbgsh7EriR9QmHU5Y6Z2BDEdzdQOg8iYiV3UTL7HIT6kyS038XYUKS4Wu8NLX76bgUyWB8pJ9p4Xz71fPfJrfHTjqywJzPBX33svDy59iqY2qXZppq7ysMtSKFJnPcInQhKSndNMbxer0dxFDm37fa5770dY3TNFx14HowGRGRHxx86bzG8V83SAsWslGMGsKap9Htm1Gi+sxXjE0rTsNXAjSO7nO2aYuFRR6TIInwjRSBikj0PxohqBsmbicgPliV9sdFqai5ZPDFPrdmnf1+TgH9wDGqYuVkxdZJBbbhM/L81N6iSU+sQCr5nwaT7XSq3HJTbmUzuQITKlaH3PKL6lKQ961FaK+1J8CAJFjVk2cGKKM7OtxCZcwhMmtf4m4Tmf1v0FsmsV9Tb15iXKg+iISWl7DdMRRySrosmvkMvCtw7uYG4ow+JrzjM83cKZXf2/sC790hdObUN0qonyNO0HamhT/C8zhxW1VkV4zqfa7ZNfGsQP8mbaeAw8G2LDiviBIC0HFHooyuwGi/BDSWqdPnZR0tl9GzA12hKfwpYjHsmDAfwAlLvEONysiwdpKKdpJn1q3R61NvEsTR22MFxY/eqvMvnROnZZ86VdV0ieYZ9L/FyZ6IQUneFbTezHUlh1TbXDpu9JzfQ2g/6fiDdl7zNVjn/iHq74xCdopnwK19SwaoCGequEAzdjivCsT6CgUJ6YVDcuKclrb1X4priOeOdiOEnxiWymfTqftbAaGjcq3fTsVrHRarT61DoUxeUu0R8lyK0yMMsGlYurBIty89Sm4tNdT/K20zey/OIhjo91AjDrxDk23sl7Bvbz/p2v8ur4IInTJo2EojkdZsU37sJwILsWArtjOAmFvn0e05H3OnW2yb/+6BrsjTkS5zTRCU1kSpNd5xOetCj2W3hbS2Q3enzkuY8SmoXsRp9GCsyaJN4bdYPcag2+YtsHDuKFFdFTAQYfbuJruUFpA+ySIn1cc+YjbTjZEJn7oyhDE8hLVBRIhmJkzMKcCXBw+/eot4gpfTALTpuHrpnYJUW900NHXLQh7ielnVU5fDIGn/nEA5gNTeZEk9y5DFbFILvRx2n1CBQ0+kiC6BMxLvvUnaReChHMybM39UA/tQ5F/doSw7t6ya00CM0ZhM8G2Prne6g/2kH0nE1lU43V997Nyu9/iqX319CW5srO09z4/G+yf9v9/MXU1SSDb0YilfrF3cbYFyeUlQSZeqsmccymGde0fzVCfKTB5E5FPWVQWCEm2E5UUemBYr9B/8ML2apVKCwXhxrvuhzhOZ9m3Bcf4uVgNBWNDLQdaDB1MRQHxDUpeDKM4cjh5cV8HnziYrShyK7XmPM26RMS5GznTFCQXyZ2iNFpl4du+G800hAflYN5x2c/ych1AeodHvHzFZpxcbDxV5WZuF4CASLTGoo26afC1NtdwjMLaTz9BbyQQSMjDaETF9en3AqL/HKDespk4lMO9bRF+x7Z8+WeAIXFATpf94j8MIlvwswmg9qaGqmzPmZdQsDDswpva4lKL7Q8FqK4WFFv9akVQqj+CsGC5tqlJzl6oo+/P3092pdb2isb7+el2aV0mkXu/eCXWPzkx8g2o3S/7GHPWpSW+LgRiRuzamK03kgr+QzCmuWLppm+yGBqR5j5f+pn/Aqb+KjP/JoA5T6JEDRL4i7WtgcIiAVjo8NFJRz8dofoqCI0r7CKJk5SHI8Cw0Hyr3XwBzc9LNmv0xq7qpnb4tP6VAhtKFoOKOoZaVSCWTGrHX5kELto4oYNtv/RXVhVUF11ul73KG2vUViumb3EpXBbmUYa3LAmNGPghiEybBHKe3hhjdnQlL/cK3aOniJ8PETr+0eotYlXccduHy+kUPsSzK+xiY1q2l+0mLoERm5O0fGGPC9uGGqDDo2Uov3GMcJHw8TPIahLP9hlOU8p2HQsnuPEeCdKafq3jf3CuvRLXzgBJi4NkltuMr86JHFUBemY/CA4MUX6mEBJ0TFNsd+g0ucRntY4a6qYjiY+6lHqF6uo1iMuTkIRP2dgOhCdlMPazNokTkOtxWBqp2QrmnUJlfVC4gepTTkIEmcUiVMmwZxibpuPkxTf1dgjcTI/ivKhzzxG6yu2RClFPMauS1K9oQRAdNgUI+WyJr/MYOJSk76nHYyGT3mRj5MKsOT7n2R6u0n7a4rTV36TQEETnhdo4efwaSNhyINchti4DydihC+aw1lVleDmd8wzsG0Md6BOrdMjPGHiW4pGUhHK+kTHJSbJjYEf9gkUIHnCwmxoMRffL9ZZ2dUG0QlNdpXN++7/bY4MdzOaT/HJjS8C8Oi+9Ry6/Ct84/gOegNZylMx7LLm8l/fTeKMiXLF9ip5WlIrCtsaaC3m19oAbSrq3U28XWlmr3ZoZCS6KDpqUut3yG12ccaiBLImkbMB6m2ggwL72EVF9sYafU94XHXREVb/lxle+ekGqh0auwLnP6R5aN03mL2xQb3VJ33tJKYjhfBvr/k+UxcZWEMhAiXYeOchQGCh9/3Ks4SWFVj+rbtInhG4qdauQUN4zObYp+6RvNf9QfwAFBYbmGfDOIsczJrmr37ybqZvaFJcZKF8yBzVJI+aWEWD+e0u3ZeOUVgq1l6RWZ/sWk0wq/FtRX1VjdDTcSJTYllY7fMYuHaIp7+9g8i0RzOqsc+HCM1KvuXpT1gEswZvS+5j5aIpAH72wiZWpaYu7J/IpCaYlUzMch8kf2VcYMuGQHXTH68xdEsQw5XYpeRpg47ddZykotHpEp7VvPPvnsR0pNF04z5uTBN9IEl+uYEf8Sn3KfqebWIXIZiD6bvqJE8bNFolwkq5UN5YJzwjN4X4sFiiJc4YBLOS5FEZ8PjjO35AMy6NRCiraUYM3vfl38VswtTOBehxMxJsPGKSXxmjMugSmgfjaIzw+QBuXFPqV7TulmIB0lB7YU3s/iQTl1t4vXVSp8TSzUlIYLqxANOCnCulXoPKkiaVHkXmSBWj6bPqN46SPi2pKqmXQhQHDOJjPqkrpnDimkWZHGZN0koiU5rEWUX3ExYDX1CUewzu6XmdDauGuaTz/IXPq6odnlj1CEHlcXGogTJ97ul5nbmPVEifgBfu+HvqHR4vf+TvaTtYp7zKwQtrAkVFMGtw9kAvXlBT6ZNxTaAgSFcjrfEG6xgFi5YjmkoP5FYp0IrYMKQPmDAbpKOtQHzcxS5LE1lrF7/dyKTG3pzj6//5bVL8fDA/PINZNfBNKPfIOWkt9GjlHoEEwrPikVtrNSj3KGITHubpCKM3gs4FiA9JI6ZPxqgtaqJtuO5db1Dv9mg57jK9TfJ1mzHF7CYFfTVJopnQNP62i+i4BFVXukzSJxsEc5ryoEszCtUORftuObuLi0xSZwTBaH1J4gm9z3fgBcRCsbRI4QxIukNuhcH9t/4TffE8mVQZtxjg7Gj7L6xJv/SF0y7rCx2kFxJj6lDWo9KzcPjelKPSI7OL/CpJmDdbGtRbJSUeJDez3ulSWizxTpEZn8isv4DrS3dNZ4PiUpkxxoblJtNyzEEr2VSlHgsnpXFSsnmrXbK5w2MmgZKYcDejikZK8YM/ugGzqVn0E4PuRyxq7T4clPzKYEGz6bZjaEMRndB4UZ/c8iDF/gAoeNffPoE2oH2fh1aKLf/pLrTBv5lZyvvS9e4hkuca1DOKme0QmYTc+TTWmTCVRR7u461MPN1HYlcYs7XB0d+4h8h0E8OROJ1A2Sc0IybHHS8bZG4ex1uIn6u3iFl6dETh2xKRVevQDG4fJZaoEQ81eHJ6NQCqbnLlwQ/guibvjZ/mk5c+R6lf8dQPtxMf9Tjx6/dQHtAEyhrTgaVfdkl/IYaTgiO/dQ9j72kSmJMUl+D5IMqFZqeDk9AoSxNvLxMbkcM1UIL/8L4HSBwO0ExqUmd8Uk+Hef5fvsqLL65j6otBouOa0LyidEmV1ueC3H74I/hVi5YV80zt72RmiwQkf/E//Ap+m0PvcxJb8+JT6wEJzH78r67EfjLJ937lC9TaFPWLyzhtHp0D8wBc+4GPYjiK8kU1yptrBHMSRRWKNXBSikBOQcEmv9onOmowfemCh+biCkbFZPbxXpJnoRk1KA6YMjbY5FFeJJ188bI6tTZN4vJp+h/2OL2rX5CVDhM3pgnmFM0bChhNyLSWQMOr1WVc23aC1a/+Knfe+BT/tetNm0ovqKh2a7xbcwSzirHXe/BtCUY2HWi5Lypd98o8uTWaeguMXBckOumDqSksha986xaCeZ93ffB5Ol5VZI5omlG5zacPmLQdcMktD5AY9jBrGv9gEjcEHa8L78APQHxvCKMJOy45Qa1dUJx6q4QWKE+TPG6yrzKA4UhUnL4lK97R5yXIuW23HFd3XLkLY6AiPqm3ljGqBtoQBCMyLZFi7ooqTkLMw0MzFpVeH+UqKh0GzYSHZUscWderVeLDGrsqKFJhiUnLfVHyq2R/J47aJM77TF4WpThg8/yBVRQGTbTt44Yl2WPiGo9sKUr7Pp+pny6i/UCT8Jw0RSBng1l1sKqw5P5PMl5K8tDuzcxWYgBcufcjvOvstdz+vd/juVqMlkyZW0/dRH00zg/+6nNct+suVMrh4u99Bi9ogtK4EU3yrL8Q06fA1JhVAwwtKUFZTWRSoaeDdL+kmbupQfIMOK0u6X0WsQlP0KSSgXd/O6M3QXExVJc5pE4IBJ9f7dM4mrqQgzq3SZN7oRO7rJi7xJV4tj7wTWi0+hL4DeRXilG9WYf6ijq+pcgc90kdsUgdFQ/o/BKb0Lxi8Ps+zfYmDx/eQMseg1KvhRfUlBdBrU0au5bHJN82twpmtgRoZOTficz4VDuEA7JzwymiMz7xUZ/CEoPEiBRMJ2rgJH9eaA1GrzEJFCQAvPeFGtFDIeyixotoosqlO1yguLcVFXF58Ip7fmFd+qUvnL6liI1omjFJh+h4vUBuuU3LEQ+UprEnw4mP38v0doPomIEbUnhN6U7csKLaobCrPuFxi8CCSXRuhWy00Lx8jzYUXsmm9aCm0iuFIjSvOf92A7vqSxzPdXmaHU06d3k0o9J1+yY466qApHA0ZR/ghg2KAwa5FRbuR+WwDcp/qLcojty/mvmNmlqbovMlRWzSw2xCxy45oLpegbHrBI7wggsPyaQmPKMorPAwXDi9u59G2sYPgBeR9ILIuClJA0cNYpPSvdUzAhtd9qk7URoaGcWxu+4hv8yU28UpmL7aZebZHqyyzIwyxz0aCUVyuIlZV0RmJVHh/Bt9NI6kKD7ZSeHbktoRnjLwHm4l/VSYy/7pM3zn29fR6GqCgvm1Jhs+dzetB6TZmLu+zugNUWY2BdEKlv3rXfR15ECD090kcU5m07FjQayqQmVt9Ktpisvdhfw9zZ/vvo3K9hp2UfGxP/sJbR8cZvU/343X2SB/OkOlVw4zNRKm3KvojhXpfcJg/lQLibPwuXf+K8GcJrvaxJwKMHSbTaVHEx+Szye70mR6myJw2yy/+o3fofulCpyOkjhpMZuL892Pfp6ZTRI5pzUYkyEqfRLeHX5SyClOWhM/Z9D1IpRWO/Q8rUgfA6dqY9aEOFNYAtl3VvBtaN/bwCqYeFGf5ruyhA6FUb6i/FwH+bvLRCYVP/7rv6ewvY7RUMRumMJ4MSURVi+2EprXfOnoZXz1BzdSy4W556VrWPdf776whwxXbqe1AxnqrZK0k1ujiY1o3EsLTF0styP1TJrIpCS+mHW5NYWTdZxWCVTwAoo/aztG9T0FsmsUzi155jYJnFkYtDAczdQdDqGCROmhYG6joryqQWRS5qzNmGLf46tJnfKJTMlszY0KRPy3v/NVnh5eQTAnNz/vmRZym12aYUV00md2u5zgz355B9HnoqTO+KR/EqX7ZU2lR6Lg3Ijsl8CRCOUBn+yqIFfdsg/lgZOS22/8jEXqkSheWDG5MyJxghcrupbOwsV5iotMAjnjQrRXtd0gPuwTf+ckRqxJfVOV5HGL4iqX+DlAK+rzYZpRRaCgGftAU2ae2w0x408oJq5MozyNH/Gxv5Oh/VWT6D1JAJxdGY48u5zEGbjr6Q/j/6SVkNlEpx1u/9vPsqVnlEX/ahKaVQy/zyNxIEhozqCwxKBtXxmrqmh7w6B3ywSxUzYDPy0Tykq0mDYh/lujpJ4NyXNQNgkUNZUuk+kbHdoOesxe5JE8ahHMKhY9aFDpVpSW+IQnTSLjisIdZWrtmtb9itQZj9C8JjBj4QWh8zWP6JSPF/UJz8nnEx1X+AEhIsX3h5jdAurXZgjP+aTOSV6mXdIYrtxiU3sCaMfgQ595jPy6JlZVkT4uqSrRSR+7quW2GJHQ+GqXz4aLTzO/xqDca1Bc4bLrpVWMXyPjhPCMptZiUG/3icw0sWrwV+/87sJMU9Fy3BEiZtii1qEJ5TTdL7q86+u/x0+Pr8NJ+ST2hPi1f/z0L6xLv/SFUxvy8GoFzSsKnHt3ksIGh8lLxbU/PqzZ+dt3yuHsCyTT/VOb/HKBBpurq3gBeTN9C7I7HQnozUoBmru5TsfrBVKHLCpdBku2jVBZ6jB7bYPEKYuJncLYNV5IYc3YlHot0qddMgcMwrMa43xYMkCTchvVBpR6DYJ5SYPwv9/GxTtOYDakeNRbNG37qthFeeur7QbjV0FuJTTDErNTHDCIdJVpxoVhK0kL0p1Hxk2ikz5aQWHQJDQvyRilAUX73oZAioD763PMr5YIoEbCoPxrBcaultSAbf/xLrQJhgflPkVqr8xzvTCU+kxMRxMsaMrdFm5YE/jUJIGSJjSnaKZ8EsPehdtpdaBJrVVh1TW1Tp/ohE9o3CY0r1n0SIFgVvPa33+JqatdYnvDOEtqciNeiKYaHm3lnbe8gjVjow1oZIQYggId1HgBiA5bRCYWYLe5ILFdYYJZzRe/cgdDzw5gVyB4JkT6mCASIGSQjj1NJr+2mPHbm/zRjT+hsAS+MHSNNFNbcnhdDcJTBu0bpomNC4Nu8bXn8VIumXCV8Kzm7LvDBPICYQ52zPPe7/6OBDC3NWh/NEjL2lmMpiL5RoiO9w3TTPh4IXn/pi5RRE8HmFsnsWGG7WMtL0nB6G6QeCxGedBl5CYbN+XR8bJBbipBKKtp9Disuf0EoftTNC8rcumLv0nkaIi2/Zrqw52UlkqYd7XbJ3dpg+jTMdwVVVIHbGLnLA7/zpvdsuFAbFhgfW2CWVfEzgtsXJ2PCGGqoCmu8KiurlNYBvWeJo0WjfVago6XDVJnpJPf+Dd347+cJjSvcPemCc4bhOc0zSiU+yH9dAizrgnPapyEpvWAFkjbktBhJwnxYY3V0DgptTCv05T74c/+9GOk/zVGacCnnjIo9/vEj9uE8j6zNzaIdJcBieiz6jCzRWE2hCPQs3kSwxGSUmlTHTeiSR9VFC+q8cp3N9NySNHxxsLrX2DZB3MSQG+tLpI4Z1B5rBNeSWE2NJ27HeptPrExn8SoRz2jcL/SQfBEmMgbEZwEmGWD/GrN4A89WvZK7KA2wavYQsKbUgTnNaVVDvExj1qHYtGj8nMXlkIjKRmpVg3WXn0KbcLgg1KA9p1fBGVpjE98YxUTl9v8w51fRVcsUmdd7LKQ+2pdYeLnNfW0YuhsB2YDcqtiTN7gkl8O/Y97zH67XxJeOgxSJwRCDc/5dD0SoNJu0LbLlBHNlbNoS8ZXsSGDQAkKF9VJPhjDrMuYxwsoSoPCivYtxcRlJpNX+CSOWyhv4ewJQ3hGsehJj3pG47c71H/cgfLh/DuEse8kJKi70mXjRiF1yOah37iGxDGb5BmfuRsE/y0OyvnIB2dJHzWIjilCi0scfGUZzYRPdFKzc8MpvJDGqEpoemzCww0LZDt6rQSJ/9WXP0B0aYHei8eZ2RSgeGWN8SuF3Tt1CYxeb2K4ENsbJpiVpKGfX4T+79Yvf+E0JeexPOgTfzCOXVT0PWwQXlTCD0Bkukl+mcnsJsV//NR9NNKKRZ8+RetBIcV0PSAQqJOS1HsKNokhn9wym0BZc+Oy40xflKTao6n0+Pxs5aOEhwK0PB/k4GfvQfmw6LbzAIRn5bZQT5l8/08+RzOm6HnOodbh0/mGT3hG4dtCxLBLMoettyiOfXsVC4RUvLhHcTBMdExT7/DltnPOpPsll0DFp3WfQFj+3iTJ802CBWHDOV1NGgMN3IjAtn5Hg2ZMYr2qXYqBq4eotdncdNNuKt2KwqsdEq/W4VJvBf/5DMqF1DkX3jlPfUmDWqePtuRBr3cIqcJwYWKnycxFXCDUjL3WQ61dUV5fJ3XEoDBoEhsX+mT0nE0zIfNalNwo3IjGLmuG/8hg9iKPJd//JLETAdr31EjsChOcM/EiPi17TQJTNrt/ZwtuWxMnoQgUIDLtY7iQPijBwLFRn2YCfv9tDxEdM+i4fYTcZpfSUo/mqirJmyapL3Jo3pqn0gtuVDrf3DKb2a2azscD/O1P3oG2NMPHuvDC4HoG3T+VJPn5YpT8UqE9v6tzL3iKyWKCRb9yDlobVAY8QnMaXyvwpUtOxGt85s+/S+mldgIFCBQ0Iz8b4LKdR7lp535hhC7Lymdpaw6e6SOZqGK+kcBwoeW5IG4IEicsvKhPorNEpccgMmRTv6lI9HSAP+x+nPnbq1zcO8TirjkiU5rCEoPCao/MPoPIhMHi9eOkXw6SPOfgT4VoZEQesvJrd13YQ6G8T7VL5urBrCJQFIlAZMiW8PUzUG0zMOqKyDHJc+x+2iA4L7e3co/B9A4pVqXFPk5SU9pYp/+neWJjkm2YOuvjBWVuPnKzyCPMhtxa661C9DAbIvvKrYTJiw2K6xskz3siS5mSg9loatr2SfOUOGuw+PazjN2g8Zsm27pHAHn+jaam83UpsNFRxdjhTuLnRRYTPh4iNCtokzkawi4JWxbA31qkGYV9f3ov5R5BJ1q+HUUbEJ71scuaeptibm2A2LBBtcNgeruBXYHwtEN0XBrZ9CkPP6zRGYdKd4BGWrgH2Q0+gSkLu+oTG/dwo4qW122KAyahOdjwZ/tpOQzJ01B4pzQC2oDsXw6QW6OZ+WSN2U0GLc8FiYwusGZXy9zyN7/3cTpeMZjdaFFYJnvErAuLuOVog5a9Js0YZFeDqggHY+QGk2BRvte3F5qOmmb82oW5b1CRXSevqfFkG+NXGMxt8XESEMz7mJNBkcgVEelcu8FdNz9B4rRBy7E6Xa96dL4sZWR2s/y3vNKh3qbRSohXmReC2BVNboXBwE+EqFft0qTOeUxf5mM0odYGwzcFqbdrKl0GytBMX6JxUj7pgRxT51toOVTF8DTeoSSGKyzlUr/ilYPLadsr52Z00qPcZWLV5BLT/7hDbERGfstaZpn7aS9WFbxsEL9PivPvXfcofU96tB1o0vFGFbsEbft9mhvKv7Au/dIXTnyoba/Q/aImPOcK3JgwaZxO4LR6/PW9XyY6oel6zefPvvMB3Khm7jOLsBqSj1dtFUjCSWqC8wYtBxTVdoFqJy/3efahLZLr+JJL4oxi6Xc/SXhWk18JO3/7TpSnOPfMIH5AiASxMZ/Ziz1ueOD3QcPs5iCDm8Yp9Zo4gryQOr1Q7Fo9rJrAzNUOOYQy+0y8ANRuLhIZN+h63UObMLfeZmazQbDoYTgaN6qptVg0EgYth6tEzgVIvR6gc5cw19qeDkoxVnDTe15j9LEBnLjikee2YtXg0Y//HZVen8h5m/qAg3nVPGZdMbfOoniwBe0YmHWFt7JMoKSJnbOITvhEZjz6nm3ih3zyqzRuTBOZVlR6fdKvSv5gealLfolw24M5Yd0GShCcMyj1y0GQOlnGPRcTwlFdYTZgfk2I0oCPsaGAVTbwAorIuCK3PIQ9Y1NY5fKD3/kc9RaDRkqTWy/M4XW/dZjWgx5/98jtZI43OXO4l9bXLfof9kg/IXPsyNkA9iMpzJoifl60rfExD7OhmL61gVlX9D7jkT6qqC1qEv9xnNwyk8E1E3T9S5B6m3Q2X/indxE7Z1E6k+LQkQEyz4WwCwaZo2Umn+8lNiaNnPlImr/5mw/QcuUkyoPiYrk5vfLcWp56YjPzm3yqr7RS69SEV+dJHgiQm0hSz2gqXQLfNWOKVe85QWjKQj2bBl+IFR3/HKKytMkHvvJp9HCU588s4/y+Xoq3lNEK0ocMcmuFFRq1HHKXOLzniz+j5wWfm97+OvaWHJGJN7fQxBXQTGhyW5oEc1LcAkWot8khNr9NiCHRceNC85RbIVyA0hoHNwI6JPspccogUFJ0P2wztylJdo0UXSeusIsGpQFF8oSMRdyoNI+pU5rsJp+WowLhB7PCcA2fDVLuNnHD0mzmNor2sbDEoJERxvyZx5aw9L4mqmxy8FtrAbjpHa9j16Qx9oKCdgTn5M9gQK3Lo5mA6mATLyzzMi8ghBnPM3j+Nz7Hpv9yNz+78+9oxjTaVDRS0vQ1Y4rQrCY6tcDELmtaDgnseeZ9NtVOOaDzy0zsnEHb00HmNmtSZ4SwpoM+LUc19bSBGzLoeKNMKO9T6fUpLvV59PhaZnZ4FN9WpjYngY/pky7TWwKkjyrq5+M0upvUW6VJj8wIKRAfgjklN6qLZwkUFPN3VBl6h0H7nir2f5im0iVZs4lzkDkkMpH2N2B+jcncDXVC85paq4F5+xzRYRMvoHAjoDwh8FW7ROMeHTHp2Cvym+iEjIy4LksjLezzh//gGpwEZFcFyX64IrrXiJD1ANJ7bDpf86h0mTTjYNU15V6D5BmfqR0BrIpi0VMO5W6TxAnrglTEtzTx80K0zDwZJn3EwIv45M9mUJ5i/Moo+UvrWBVBTeotspdb9pgUlihiY5BbbpJf51NvUczeWmfobTap0w61NsXhF5ahLZm3B7IGmSdDeEG499u3Mfp+l1KvxeTFEUrLXCrtJj3fCPzCsvTLXziB1BMRZjYbzN5ZI3PcpbAMAnlF8pjJh7/3Gzz0F58DDZkTPtFxOPNJk+mtJuU+hRtWBIaCNJM+bkQ2W+2iCk4SOl82RPTdrSj1WHhhhVlXZLe62CXF7BaDYA6c5ALTbmWN6R2QOmLR/7gDBiTPeYy92IcbRvSjHuSXG3hhRfyUiXXrHIGSvqDj9AOKTZ84xNGL78OqweiNEMgLzNm+16eWETp4y6YZolNNrIZm7Oooy244izYU+aU2SgvUZFXholsO8/CjOzAbAvl4KZeu60a5dc+dRMcMassb9P9QUdvbgvKh87UGTotHYNqimfAwj8fIr9C0HJXbbSNpkl9io1yFXpBqZI41CM7L4Zhf55I8amE6UmgKyxfmkjdM0UxognlFZFIxtzFOy2FN8pxLaFWewhqX4mV1wtMG1svSYShf/o7sBp/wqjxtb5jc+NxvUe3QdO7ysFpruBHN/q+tp+N3z2KXFP9y7+cJ5AS2nV8TwKprSg934duCTqTO+jI/acLMZgM37tHzAxtvVZnEH46S3epilExqrQbagpknein12kRFlioz4aNN7IJBeNyk5VdHSB/XTF4aJzQvzNfwnE8jqSj3KSqOjeFoEuc0K3YMcerD9xIdW9BwrqzTbHVpHEwTummG8KhF236B9K26ptrrs3v38oXAZNELF5aCbxvYcxahS+Zo26/xSzaBwRKNuTBOWg4FP+wTWl5ge3qI8MkgX/+7tzF6i+YfuvZxcPv3aKTVhf0TmjFppl1S++VmVFrioVxNy4p5EsNNrJzF3EUedlGjthbo/VmW9n2i+e14xiI2pomftIVlWdGkT7rYFR8nIVrOQFHTSIuQvt4tjV14ThMdV1gVIWVk9hs8/7WvMvhwDTcGtU6fZkLDddkF+BhiZ2SThObkBu+GFHYZRq8LkTxlUumR1/P4gzuYuMNBG2Lg4FtS7NOnXZwEdL8gnILYGRuzoUid1JR7TbQB6Z9GuP4/fwajqbnp3s+SOCfNQjPpU1gmIxcvqMitlKLiRmT+2kgoOl8yqK2qg5KDXhswv17T+SqUekysiiY8apNfZtC4ucDsDp/sqiizGwwCeYPEaYPQsTDL7nNwxqLCagXySy0aLT7NmARzB8dF1xuZ1GRXGlS7RG/N5TkaSUXl5TasiiL9cITuZw1yq8KUv9wrJCwbvJAUwlqHvIcde5uEj4RxEoriEp9COUwzCvMbtKAPGZd6q4xiohOQOe4SnK1ilwT2bKQU3osZPvS+pyj3KIyGT/s+h+i0T2U+QqXdpBnXVPtl3BHKaoqLJGy81iWwab3VpxlRdL3mUOtzmd4aFEh31se4JIfSoG3N/FaPKz76BoGST2EpWAWTzlc0GJA645F+PkQjownNaWpLGyx6WGHXNL6t2ftn95I642GWDFqOuaixMKljipEbxMyk9ZDGvDwLGhJnZY5uuBAb9Um8GqawQuOFwKwY1NthZvP/hwunH4RA2af/0SqVqSi+pWg9KNd7JwHeYI3Lv/f71FoNpi4GJ6n4j9sfE9hwcY3028bxltYwGor+x2sUl4B1JIrhwvQOTfqUIx0V4pqRPq5ZtXQcf12J6Jg4TnS9qul5pkDXDwOEesp4QSgtClDt0hQWmzTaPSFX+FC6pCasrRgU1zs0nmrDSagLOk43LAzOwZ/+OoajSR2xqLct6KFSBuU+Rfq0R+WpDuZXBUgdzmG4MPm1xZgNTaV7gQQRFiLCq0+vxel1KKx0ya6B2IkAQ7t7Sf4gzvb3HUTlbCZ3WiTP+lQXO1S6AhDwsWqK1DGL3stHiUwYTHy4wcxmi9ltPrltTdpfV4QnTRotmuGbZWbphaQ7RSHJ8YBdlM52+mi7sEl9Fm7nit47zzD6bpfUN+Okjlh0/ShAoCiyjsR5aDlcI7/FITpsUjmbJLcazOkA/Y9Vya60sI7EhNClYfyepTRaPW772meBBWp8XSQK+S1Cz3fDionrPHJrNd7SGskzEDtrMbfeIrA/xuHji+h4wcSqKqxr5qh1uZSXN4nMeeTWS3MUykL1/0fdf0dbVl1n3vBv7XByPjfHyjlRAQooMggQIkhCCSXbsiRAyYpu27Ist+22rWwFkCwrWDlLJImcoaCKyjnfujmenHdY3x/zUuj113q7369Hv5/7jFFDxRWce8Lea8015/P8njYLDDlNn3lugOgfjWO2xDrjxCC3WuFGodHtUj6QpZGVTXTm2wtY/dU7Cc2f6qygKxaWGSg910FjaZO5dYpAURThN2zbhdlQxIegY+kslQFF9/MeT3z7m0TGFdbPsxSWGFjJFkppEsct/PaWCMGGLSr5CD/8yVUkzopCPDxis/aLd7Lw3vcQnXgloD6Yh8Rhm5W3HcFJaHqWzOCFFTPDaSYutomOiSozeaZF62iCyW0Zau0WudXQelNeuibx+XtkoXge80ttkkMuenENJ6ZoJTXVqyuk9tv4lpzA6+2idjdcqAwo1n3+Ts68D6wKZA4qzLrCvDfN6/74ScymzLP9eQV3pU+ROlGTbsgIMG/rAWg75KI9RT2rqHWJmj6Y11Q7TWpLm8y9uSaK98tmyBzUTF3qYZc1zaxPcZFBfp0nI4WoJlDSTGyTGXZ0ROEkxMjf7BE4hG9DrUdTXigbZeRQiOQZh0BRE5lUpA8p+Y5qGiehqC9q0rnTIfbzBF1Py2k4c1iTPOkTnfYI5TRT50doXz577vtxwxCZMFBawADBHGCIriEypUmcNGi0KYzH0thVTWN1XQpxBZMXirUit0qKyfJCKWTwZXNAQT1j0b1d1N9+3CX6RBSjJa1w34bEQZvYMFQXehSXa8auMJhbl8ALa4oLTNyYnLzv/5srqQ86KB/GLrdxQ4quJ0yWv/MoblwEmCCFkhMToWH8lEmwpAkUDbrePsTMHTVipywSZ0VAVm8zMB5O466usPT7NbK7TH57YhUzGw3sipqfRxtk9ho0kwbKByfjUutWJHcHqXSbVLsNEqfhoo/cTvLOEbyuFoajiQ3Lf++HfAxXM/4ql+JIkmBe1rLSoAgkjXkhW/yMCMLad4kmoO+J/4NbtcqF2XUG45dGMWsGozd4jN/oYtXEPxR7IUJ4SlFYrtFpBy8EX7n7dUTGFX7VZvKZXty6RfqgYm51WBakOnzgbfdgFw1KAwESQz7NjMIuGlR7DI4c78XeESdQ1FQW+oxe71NZEKPeZmA/m5BZTQjad8sFevq135ALtF3BZJBQzid+2RTJvQGcuGCiXt6c6x0il+9+3GTXp++m0qdJnvIoXFcjt9GXyjOsCM9oYhM+o9dl8TaX8QKQOtXETXjc9pqncKNykyy/5Azxg0FiQxbRMYW3tURsRJFbpTjxX1cRP21w22ueohVT9N9vYDU13Q9b1Hs9WgmYeKSff7r922TvidB20KN9p4GqiFhAW/CDN32Znmd9AmVNM+NjlQ3e9d4HMOZpVIkhEZ34QWkvawucqKbz5mGOPrCM4OkQo1cqOl47TLlX0GOJYQ8nohi/NEIgJoSm+BmD0KzCC2m0JRLyyKSo6urt0tqMDZlsuO4ImSO+fN8WnL71G3Q+ZmG0FOWlHvachTY0secjFJfAFW/eSWNpAy8MKuLihhVOwuevV/yW6FmL2Akb+wOTdD8lhYBZ1xiuxi5LcRCZUFifTMn3p+W9hScVK686QeSshdvXpNnm01pTO+f9za0yqGyqw+kogRmL+qVlDr/vLoxZW96fKW3B+w+vJTinyG/wKL7QQWOwyexai9edvEYq35bGC2r0eAi9O0llc53uzgLNDASKkN5poxVMXuqTOuETGdd0vtTAzpsUVrxyD9V6NOXFHgemu/EtGBtqIzztExmxiI2A2dDgKYqLA0RH1bwpHUKzilojwPRWTXRE2q3RUY1VhdJSj8m3NOBshEBJKDCxR2IoT1Ne6tK5wxHUY1JhXTmL4UDwilmyD4Sw6jKbF6Wt4kf3X0agoml0i/86PoQUet2iXrZq+hwqD8BoalYMTIp4rqRILcnhxBSVPkjtDKL2xan2aepPtWPXNMmDIjAKFA0CRThzy7/S9UKN0IyidGOFxEmDQLd0obL7FMnDBa5ee4RGh0/Xc2UiEwqzppjZDNUVTc7eKKOH7KEmkRkPrQS6Eh/xMGyf0qBFrcOg484ztOLq3CzzPX//Sxa//ThmXaN/0k58XicQG9OkTrqYDRnrZF4zhm9C4rRsnr4FtT6P0nKPQEkTPBYGBeV+A7OpiA9pjCY4MU3vky65tZpmVtrYzZSg6s7cGMSJKiKnA+QvaJE94pE468rmNurRSihSB6QlHMjJJmw2pKPQSvoEC5qJCw0iZ2xqXTZuRBMseLS/d4hj31tBcNY8h5Cs9vn4Qeh66xCllQ71rIAzKp/tw3FM3DAs+dBh3KgUSm4M3NkwpSVRQjmfyHMxnN4W//bOr9Lsdpk9T0AVjTZZBwhIkatN5H6OSaE+t1ZR+1wvgeEAhcU2tW5NfiUsXjVOKO/R/qxN4pj46EM5n8iUpr6sSSMlberkaYdGp0d5QNbJ0Sv+sDroP/3GqU2p9GorpV2IaxA9FCR04xRWTdBxhgOJZXmWf7FGaFr4l9FJDzvVwLc1iYMBfFt8Xs20nFa+8083iXXjeJ2ZzdJXj5+R5zpz4zfnlZ9gFw16HzQYv9mh2i3tGwAnIYbmVlqz5st3ivpz3EebUG83qD3cSbAoi8wVf7YdU+yCRCbE3pFfYbDhH+8kfUSG6tn7wrTtMOjaDrUuEdrEhmtEJn3Cj8WITbhMXBQiNGnx3ee24UaktQLQ2FLh1W95nuiUTzjYwq5qPn/bd5hZZ1Pv0Pzi+5dT71Q8fde/MnmhKJRjp02i4wI7+MCD72TyMp+pNzTwLWjbbaANRWhW8667P0Q9bTJ9tcPrLn+RxCn4+g9uIDYqF69za47CphY9S2bwF9VlDnYGhl7op9br0Rhs0b7TYObn/aROOuSXG4xeo6lsruOur+DMhPHCmtCcj7ulDOkWJ2+TU1CtSzG3Tk7rpcVCu9nzyEq0Ab1Pi7L4ikM3ywl4QYPkERMNREdN8QWehPv2rid6MIRaUyK5IyQ2CQP+7nNv58H3fYbKIpez+3pw520/TkxRXGKQOeKIpSkKw9fGaCXBrmqctFgaTty/VOa/sSbrN50i9lyEVlIEOKkt00T2hUmcASflk/51lMv/9N3oziZe1KeZ8TnwkbuI7xbhimoaNPod2trL7Lj9C5z++VJe/NCXmF0v4grlK1oZHzvg4v2gg0avw5tvf4RGmyJ72CNx1KLaI4rOmQ0CCbGLr7RqWz0tzLYm1ZE48bOKLWtOUR4wsMvQTIlyO37cQt80x9vvfJD6oIMbUWSPOJh744SmTOyadArKC6Wb0rFD4U1EMOuK0mKZN1VfVaEyAJ3PGXghQyxYCtQ9WeoLW7QeaUNpAT8kL5hmyduOU1rmYTYUAx88TvqAQSOrSAy1KC4xaKQNGhlFoOpT61A0s/Kexi+1mPvOIG37WkTHZQYWKGrSxzStpHj0lCdF9zNf/QblRT5jV4qCtrzI57z/dieTWyM0MxC/PyYYwr1xzBbUOxRnb87w7APrZY64LoYbgQVXD2GXFaldQTK7TVo3F5jaHGTschnnvIyz86sWjYwilNOM/fsiqn3Q9oMIxSUGX/zyG3lp9xIisz6FZeDb8n6mL/KoZ0zqHYryQp/hg92U1ohYzu1tEh/z0BFPcH51jVUDfGmJpg9xTpgULCjyy2za5sVVi19/Am3CDR94Gi/h4cQgNqpJvRSkNGgK7lDJqY95H2z7blkLm2lF+x4R4BlNhdXwyRySFvvcGkV0zGD0KpNDw90iOKpBo0eqaS/l4puaod8tpO0Fi8zRJpV1DXLLbfTxGH5Qs//Ha+Y9qGA0IXnUxDdF8evEIPNsgNvvfj8oTfK4nDSrC1xKqxzwxWcenvWp9slzJM+4ZPdrxt/Wwo1qKoO+tGMrisIP+xi52sR9XQ5vfqOe2WSQXwnaU/gBAbRMbbGJjEv7vJlQchL9A4//9Bun4YKT8InvC9KxxyEwZ9JKagovdhKZkR51ZMan8WKW0rIEtW7x8IxfBgxFQckpotalKA8CGupdGicC1X6f6U0R2nZDKOfjBRXr33SQzZ+6g8QJE+VC506XaqdJ6FiIrh0O4RlNsCCbRr1TwOkvv87yoEHsrEFphUPqhEu9TdG+r8nvfnAR9Q65ScIzmtwqqRKL6xxqXfKlORGpDgtLDYyWmH3P3BSlkZXW0pP/9k0A7CokTli4cR+jCYd3LCQebfDzZy7ADSqCP8hguJoP3v9H83xdRbVfSEFrvnwnOttibr0iMunTyChKi0VWn95r4k2GKayA2SvmaRobXCrLWjhxRdfvbH778wspD8rNN7dm3hM7Gyf7vI351TY2DQ5jONKWC84pAnmD0HBA7DwOjF5tkj7qk33JxBgPEdoeI3nUpNkuJ9D4AzFuWr0fs2pQ79Skj/sEVxTPeXjtirRt3/qpB5hZZ9H7yCz1f+9mZhMi3TeBgTpuCIoXN5i5wCNyOkBloUt9JoJ9/Qz1DkXimEnxsjq3/NeP0/uIvM7pi+QuKS/xsMtgf3QSw5V5pLO8JkD9pWCVDaqDMg9s3zSFtz/JniMLcK4q0n7VGPVXlWnd1069yye/SqNaiulXyyml8/4gRsNAuYoLP3o7pbUtOt44TOagAldRPJBl2z9/hOL6FtccfDOBoqJ2UZXQjMy+Ik/EmD0P3rLlRb73o2sInz/L9CaD0jJXKEPXVHCiMiN82S4E0HevhRoKo1xFZUBz+t+XCe7wpEO132PqIk3mmIPzZBu/+vQ1GGFXFs+keY76U1xiYHfUue9tn+PyW3fx3D/fhVmXa8CqQPq4gz4cJzyjyK8ULmk4Jzi69NE67U/bRGZ8ql0GtR6F8e9t7H12GYHOGuFpzdDdy7BqYj2rd9iiVK5oystc5lZZdL3YpBXX879PMbtR08ha1DoNrLIY8kEW/46XfIJ5hbZg1V13YjYU6f0m8REfHfEoLhdBXnB9nuikI8D9+ZXQbECgALEREb0Fiz7RCZ/ctwZwYvPwkx6F/UAKJ66JDRvz6n7N5IWKzmcEiOIFhGKTPqKpdJk0BlpUBjSBvMnUFkM6JL2ySAdmTEqLoe2Ahx/x6XvMJ/OS2N6ssSD1rIGZs7FL0EgZNLKaO257gOXvOMr0JS7Zg835Loaol1ECJTj1y6VYNbj3Xy8jtdfGD0K1W6F8TWmFQ+HmKh/98M/wbUV0zOfy97zI9DUtgnlNeFpTXGQRHTLJHtS0YgZOTNHzjMZN+Bgtgd9nHw3hhhT1Th8zIaeDtudsUWqvbFJcDqdfa5N4KUTyjIeatww2suI40EqUvo0MTF/skdso115xGTTaNe3dRdFCaFj+rTpYGnvKJnPIozRoEBueh/Fvsqj0GhimT/tL0P2c6Eoi45rZ8z1iwwa1PVmsusAd2nf5RMcUiYMBSks9wjnB/MVGfMJTogDveKn5h/el/+db2f+7Dz8A6YPzcuf31AhNy4zTLsHY5VJ1VTuF4fjcv3yDzBFNbNyjc7sifhpi6+doZqTl4CR9bnvT43S+6NP+hhHiZwzq7ZKSMLMJmlk48eVVpE41xRhb8CkutKgOaJLbppjcapPbIJumWZdW1sylDm0HHEmKCGkikz7ZHRbDr5FN8vQbTJG4t8lN5wWga7uLF4LkfvEYzW7xpCVjS6XYzEBkXNG2X6TjC+7xWfHs2zGbQtMwmpDdZdBoh/hZRW1XG9k9BjNXN8mvNAjlPbqflZlO9rBL7KzMSKqLHNofCfKuGx6lFZc5nW9BZFJsNJn9Cruk6Pu1xfRmReqAjT1j07a/QbVL0hXMpiI60cKqzS+a0zLTmnhbg0O/XoGzrooXkNcdnpaZp13RfP+vP48fEDuFk1B07BJfbbDg0/2UQWVAGLt7P3UeXS+IGnP8Sh9vd4rojZO4cZ/m6jpGCz7/xKtxI5rTb85SXGLw6Os+R+yUSPd9TxGd0MR3hDFaBvUVDbIvmfQ8rijubpPv4MoC9rEITlwxcbGitbJO+4uyiLXtMiivcJh4uB+zpbGqikDAZfxSOPbHdxM7K+KB8kIwvt6G8qDnUYPmiQRTT/eyqnMSL6ToWj3NgrXjtO8Cv25hNA1+9tnPkTym6H3Kw3vbHNacTekb/cTfOE6orX6uu5LaHSAeaGI4ENgXFeHMqE9lEKKjBg/+68XUlrTwH2xDLasQnJW0hw+veYxGh0dlW41n/+Sz5+4hJ6KIjgqeLTQthCvxC1t0vKho32lQz1jS9t2qyDweopmW1xIoiu8RX1jDN3/n4+z+3Hms+eb76djtn6PKVDssAkUorXRodTqkj4AbVOz9i7s49eYglT7F7DppiW27fh/T50PqiLR3rZrMxQrLIX1E0kAqC3xaUUXiiEXHbofRqwKsvVzSXrpebOInXGbXK8rLXHwbYsdtet5zitCcptZuyqzdhPRxn/CUIr/ZoTRokN1hYRdk83FfTDNyjUX8DGSOeHQ9XyNQlGs3v1o2IMOD3BpF7oY6SzeMUFjroFeVcaKK0JoCiWGX6KRP7uIWvU/6NDIGgaKm1i1iqdICAy+oiJySQInmQJPepwXf+TIOsG2/T6CkmFtp0vG8yeRW8xxAfuChJqk3jNH/qIP16lmq3YrsQc0XH7+OU19fQfZFi6n3N2jf64k2YJNLrdPASWrcS4uSbtTUNNplE1FbCygfsjstgtvjXBMZprilQSuueOYrF9D7GxurKZQvq6qF6Zs28G1FKy5zwehZ8ZJ37mzixISb2/OMj56Uaq2ZUcye76Msn/ZdPrGzJsGiZm61STAncAM3InQjNyqfQaAEsZMWPY9KYknmAGQOQv5Qm6x7nZqZ82JkX5CErMJSE7MFtYuqqM1FOl90qHdp7B1xZtcrRq/1ueevPku9Q/GWC16geUkZJ+mLnSqtmbqlRWGNixuC9AGD3AoJEigtkq5HoKqZ/kD9D+5L/+k3TqMlN2542ifwSAI/IIzCVhKC3TXmtjoErpklNu6z5Ee3U+02mH1TjektEJn1MX6dpZnWBApgZpv87LtXMr3Z4KGV94OG2Ch86E33EBkXdV1pocHMhhBOX4viIkkocGM+00fa6dreInrGxHmTKAEDBY01YzO71iZQ0rSyQqooXVMl1jk/WLblZOcFZeNs35mntMAiPCeeMbMBdsEkUBJWp1bgr6rQSkFupTFPP7LhaIzKgHhF7ZqmsHyeQZqXIsLwoP2xIM2sx8RWi8ISk/QhhW8pGh2azh1N2p8T2sfPvno1hVU+tuBzKS/2ZJNoaBJnfLRStO8RsYZVUUxtDlG9oIbRhMbSBqXBAOGZ+eq/pqh3KW5cehDDgeTDESITik/82U+I3zjBpusOEyr43PzjjxIeN4lMaDpeqlPPKtoOtHCDivCMQ7OvRe6SFtMbbIoLTLL7NeERi/qCFhNHO4gOmRgjIVpJjV0wCM0JczM0C6/7zCcwW2IXCh2R+Klb//RxuldMEzkcwmpq8stNnP4WXhAqUzFSJ2TF96MexnDonF2o9OoKZtEie8hl4pYWzdV13JNxksdNrj3yGtyI4rOv+z66r8HYpQZuRDN+lSY6KrL9s99ZSisB07s7yf26j5nNYIRd8OGaf/sEjTZFvc1kZiSNF/KZfW0Ny/Dxj8ZInILSSpfyIp/cvw8QGxU15cuCpEBBUe2RyCw8xcrbjqCPxzBaCp1t8c8P3YQO+Rinwlz9mY+fu4d8S5E52sSNaeKjPu37GuigT2UAZjaJXUBpTWWZQ3hacIwvi92MFoLRc6QQTJzWPP/Fr2PWYfySeYFYZV4l3ONjRl0CEzaNzLzd5ut3csXmQwTKkDkMXsxj+6/X07YbmdMtEEFf4qxYuJyIJHZEhw1aKUW9SzjJ/kCD0z9cKt/RYIDU7oCY3usG7Xs09U6fI48vJT4iRWl9Y41mm09upUEzDdntNlYd1r7rILER+LtbfkIzI57RQFmSTSYvjOCFoNqrCM4ZuFEYf20Lu6jwx8KM3z9I4rBN6Nk4bhj859O0ogYTV3nYowGsD01SXuAzfYlLeFrmlfUeD7uqqfd6NNOK/ntMZtbZhKegOV9MT10gVqZACVpxhReejxUMKE69yaL6nR7m1gRoPNmGH9T88V/fS2TUJLdWRgu1sRjRoQqz6yN0PGtJFNiYwjuYpJWAuQsd0QWs1DSPJWUOv1YTmtNc9eWPEz4aotGumNnmUG8zyK+UzVBpcDIeiWF3HqMnRLVgTtNMKSbPD9JMyTjtp1/5AoF5qIsXgI7nFdlHQhSWmAQKmtkNmsiUprzQFyB/0CdzpImxrihBG5Y8t131KWxsMbdBM3dtA7sshZ7T6dDIyt/1khpmQ7zIgb1R7MeSTF1gExsWO1LiNHQ9aXL1dz7BoQ/cxXOf2goH4wTyMs6wS4rEMyHCYxZWA3IbPCrLW1hVhRcQl4BV83H3pv7wvvS/tKv9v/HQUF6gyK2Wdl14ev7kFtY0ZsKkX7Ip7cuSX2Hw+qteEFDxi3F6n/IZvcGjlRTfVXjOJ/FkGCcGRlOx6JfvlSzBgOLrd99M+54mwTzU+l1aSQidCBKe1rTt0/Q/qDFaiomLArgxyI2liE6KslcBF752H9U+UI6imbYwjkdpHk0ye57GzFt4YU10RD7qyW0ZEkMuvqmYu6yFFxKV2PIbj2NWDdr3OcQfjmLVIDwFmcPCoz36p3cDkBiWdkd4RhHO+cxc3yR12qXSJ4Pz6LCJG9Vkjro4cYUTNYgNgR8wKC2WU61yoftZgYibTfHfJc84hP5kgqmLfUZvkkilZkZOrYmzHpmHwkSnfNofDeLEBboA4K+uoFy45+h6lA/5NYItvGvockZPdPD8nuXMrRIlaygnVXzfZ0/iRAXs7QUVs2uDdD5u0fakwCre8o7HqL2xSOqkT2aHTeyMwT/d/m0SJ8BNu/imtHFabR6FNS6VfmlR2RVZfIrLNT/9wZVoZC5Su1Uq79CpIP58AVPtNrDLmsRRm42XHqPWL61a+6U4dkUxvdkiGHawToXoOm+Sap9m+lcD2BXNp7/8DoyzIfyYmPetgpz4Gp0upcVyUut60WPt2w5ilRX26TDvuvoJYufP0kr6LHvPEeJdZT581YO4UxGm7+1n2zUHKC2EJT+QtIr8apg9T1rTydM+2QM+qRMefkCTW6u5cPVJhr+wDGegSWOJtJQCBYOu/hwL7quc46QCRGZdZtcGSR2BudWK3PIgylEMPtggu18JHnKFov15i8oil4kb5NppZAxCOV9mT50+s1t8nCgs/9YdtO9tYVeky2J48nlGxg28qlzvlQUe5YWSmvL0U2txopxrh6aPeZQWGJTnW/qFtQ7Tm5SIkboUHS/I3DU8I10LNwSJZ0LnLDZz21q0HajTvkuds39FJgziZzST72rghmHBNw3MuiJ5ysdaW8RsweBrT/PcmUUUVmn+9odvQWnIr1BUewxCi0tYNXDiip5npMjwLU3kQJja4hbhSYPYmI8TEytKbUmLRptm+iJJ5NAGzFaE+auaBrVO2fStiiHit5MmRgsCRRfDg+Jqj4QcoDEb0ulJnnHn4fUGdtlg7HqPTF+BwjKD5GmP6gKP4Jziiz++hdCcFGsvK90nLpUNsbgEKv3wiTt/ihvzCc0CLYNKr0HqiCJxQoRZqSPiE/UCwqdNH/MxizKfbd80RXjGJ1jyiZ2yKC60aNurCU/Bjv92N6XFMusOzUlx5UThpk9/nPiZ+Vb2IsHqNdoU4VmxKh1909fIXdKk/SUlXsyKQW5lEPP5JLUFDtUFEi03vcmGlkFo2iCyOww+rHnLYQZ/Nd/hqmmCe6ISeTipqa5oonxNZuskrTg0U5pmRhGo+CRPaS786O3zIythjvc/5IlAzxDqXGmZS/9DYEWk4FLLK3gBGL/UpPMl5w9uS//5N04F0VFN+ij8+pOfxa5rOnZWiYwrEscs6p2ifMwe8HjhU+fTyMiG0IoZtD9jkz3UOhcX1swItLzZ4aFSLZQL3/rIl2jfK0fy2kUVBn4r4pnkGZ9Kn6K4yKCwxOKBt3yO+FmBK1tFk5kNIjXv2Omz9+vr+MCt94MvvzdQED9oeEoWk0BBnUsQaHSAEzMoDxhEDwdZ+INRsjssDjy1lPbdki8aqIq83mpo6u3SCl35jTsZeNBj/FLJFfzIu3/B1GaD2M7w/AnRodYtAgi7bFDpNmmmNY3XFSgvgrlVNq2MT7VXBv/NhAgKMod9ul7wqLdZVH7cQ2jaIjAawA8Js9cP+VS7xFv6/Be+Tn6VeOxePq2Gn4vRWNrAOhWiuL6F8qQtXvlNF9ldBuFRaan4FuQ2ubTtKrHj3rWCpNtq07yyRLXfx7ek7d3M+PzoR1fh7ExTXGzQe9sZmhn47AfeTu48n/Rei+QJyVBFA1oUveUFUOsRw3hw1qCy1MH413bS+0yqZ5JEJjVOVFqvdqpBZdATA/0lRY7+dAXE5SapLHRp3+cSP6Op58KEpxQTe7sITYsNp3ZNheyhJoGiIpBs0sgqvLhPeNpAOQbRETBWl8gvszj8b6tFwKU0P/7+VeROZoiOGrw4tAB/e5q7Dl9K+0uKHZ/4F/Z/Yy3a1py5OYyuWUTGFMFZUYB7AcXEDS7jNztgamJnDV7YvQzfUrx+zR6siQDJHSHe/NonmStGmbw4TmHJK7e2FzCwGprcOi0kqXYFvqL4iQqV15SprmkIy7ZN0b7dRDdMrnjbDqITHo2sLPxGS9H5vMzh/cV1xi8VRGKrU9JDrJqWYORUg+QJRfezioX3NJk738VsKEIXzVJaBAt/7TO90SBz1BMazWU5Mrstksche8QhdUosI2ZD5vz1CyrUljVpZoRIBbBywQS5FSHyq6DjJYmMssuanj85jXsqhtUQkVSgqPjLv/keiZ/FmTnf5+h4J8bxKMG+Cv7qCmZdEZ6UeX/3F2yqfeL/nVsdxGwoomNiSYqeCLD4xlMUlgl60GxqVMUiNqww6orZ80SoV5qNkjwhQpe2gx6haZnhibp1HiyxLIgXhMiISa3rZSW3bIATF5s0LiuDAeFpwADj11lio5pffvkLREZlHNFsE9yicmW0Y3XXcOIwt0HTSspr+ad/exN20cCuiY1p8JbTlBbJabrR6VPrkdNqK+MTHAmQWyVwmEfe9xnKjSD5Fca5MO9WUlKjGm2w4tm3Eyyoc/dDM6NZcG8R3xKrEsDdV3yPyJRDKyGneeXD1r99P8kdwstNPh/CcCTSKzruY8ZcrJJBZMYnmIfsLhPfllaxH9Qc+e5KRq4RbYs2xbJT69EseusJFvTN0kwpavd2yWihpHBimulNFoWlMHm1gA2UL8Kv8UstgnOKyIxHvUMRmDWZuMjErdoSe3cojhPXeCGf8YutP7gt/affOJUHhRWamz/2OG/7wEeoZxWn3hDms+//JqG8JnVcLuTiYpPccksMzOF52O+sx+zaAH5A00jJQhsdh8s2H6b/Rxa9twzxgf/yQcYuDzO1JYj2DUr9FuEZaKQNItMaJ6Gxy5q3/u3HCOV9YmdFzBMoSkU+do1mbrPP556/FsNVWHVN5OppIpOa6gKX/R+7S0Jh++Sm/9zbvs3kRYrEkEcwrzn6wR6CZY1ZFy9WKKeZWy1tLrOpKQ8apK+ZwIn7TG+0Cc2Ikfsff/l6FBDKa6bON3DiJplDmuCrZujY41K8qEF8CPad/2OSx6DRoQlNmbgROY3mV4mpOFDxmNxqMnmpz+wWT2a3OYFLpI/A4H36XJW98J73YNYUmSNVGtlXUmISL4Xwbeh6TC600IzcFPVORW1ZE9+CBb8pEpixmLo4SeqkTyjv07NtlMhDcW6+fAczF7kk9gWIjRg02nxaGckMnL1rAbERjbYUkRGRkhseOMtrpA4aRIYt4mcMvJDAGtygIjamaX/OotQvi1N2rxjpgwVFM+Pj1AKojOTz6Z1JmS3W5bUbdYOR6yUvcPf1/4IblVl2ZdCncF4L+4U41W5bggCej+EHNG07DDi/SPqw5Ff6h+XmK6xA5mQt6XokF+WJTPm03xOi0SFqaS8EF3/6g7hhhdFS2BWFVZCZkNUQk/aHP/kTOjsL6KpF36Ma85pZUaCmFff/5kL6HpPOxX1fvozw9hiGI8rSlx+j1/u0korgrEFw0iI8reV0eE8b7ok49khQCsKGFDiZ3SbPf2UL9TaDwjqH/EopOGsdBvERH/tQhGBO4bQ7/OMlvyQ2rMlv8DBrivCTYvic3qgY3xYmu8Oi2emSm0yKr9CfDytYaGLVNNUj6XOh2PWMxfQtDTJHfWauamFVFObhGJkXAlh16NwlXYHj450ULmngJDxqHQbmnE2jTXHyd4vxeprUevz5vMYGn/jxO6l2Gph1A388TGxEE783TsdPwwQL4jMtLTAYek2Y9t0+8WGxfLhRgV24IfGoDv1iMU5UOibNtCI0YxAoaZLLc2SXzxGa02RfkBZ1YVOL0et9ShuatO8VzUV8SGxOykPwjSbU+0XQpC1pidslReLeGM20ptalsWbFK1ntUVzw8IcAKKxziYyZcqJrh8qgT8dPwvPzaEXfEz71LrFxRcc0s5e38AIw8rNFxEYU6WM+qcOK7uddzDokl+WITGiyBzyUr7n8+x+nlI8QH5LT9Pv/9DfzCzEkzmjsl+KEZmXE5JvC451bn6B0eR1tyDX3F196F3OrgoRnJFDDrmpSbxzDrmhya6T4AvACmthIg+5fBAhPK0qDJskz4qtuLGtQXgCxEVl7zIbkhRaXCbCmlfXIf3qQkX3dEnmmNW5cc+Fr9wHQ6HFo3+sTOhug1iUs5a4XWzgZFz8IxUVCcOt7ooUb94TXnBdhWGRSEcyZBH5Pmf4fH//pN04vomnbCw/8/RWUBiyaaUX385q/+Myf4oYEjJ5bJ23TynKHE++4m+RpadFWu00abRKd41uKgx+6i/IgLAjPMXW+zbHRThncTwi5JxGvceEf76aw3qHRJvOGYE6Ru6Qls4QOg8VvPs7chQ7haRm4L/6Ji1k1WLZwkt4nXcyWxv9ZO7kNHheuO8GiX7yXVtonfUTezz/++TvpeUbQV5V+MT5/+Z+/jL++TOqET+pEla4XvXnYgaTUT+ztIlCU/NDI+PzsyVG079YCWK8oKj0GhddWKb/YTi1rknk8RGTG44I/vwP71mnCk5KKEj9j0EoYWFWFVdW4YYNW1kM1DdL7TaoLXHxLBEq1TkUjY8o8U8GCezTRCc3irxw/Z4VR7rxKOe0xt16ROQCl9U2y+zTG1jydj9kYDoxdnSRxEorLPTwbcstNzu7ppdqtePZLFxA/btNKSgUazBn4WYfYMMy+tkZxKeRWWJKBeNKn3qHo+mWQ8JxPc20N9/IiwQVlGh2ahbcfY269JjLjsvB1p2i7YBLUfCrNB+8iNGug6iapZ0IELp1FafGddTwv4iBtaQbvAaNmsvH+P8O35MaNDxkYRQsuyTN9gRQdr3rnduyyYu7qBqHfJWhkxD5iV+S6MZtSrYfOnyNY1CzJzDJ5qc/UjU0iYwZeSFG6skb2zSO8/c4HiYwromMaL+ZTvkFaRtO3NvjbH72FxgOdtO0wuecrXyI3mqKwQpO/oIW7osaVX3gO5ULkjZOUl3rU28HrekURGDtpY9YF3h0fguJSKQj/+uPfl+/Qg3fc8AR2WZPbKAQbJyLUrfCITaCkUO58J+F1ZZykpufpMsn9QlaZ2+QTGpcNuZWCq2/fTvoIZI4JjCJy1sIsmTIX2xokMu2TOepS6Qcn5RE/KxFlM1t8Ek+FKQ0ahI8FceOa3mcaNDLSHZldLcWNng6SeSxE4oTkx0ZHpTDRCtRsgOxehXdRkeLCIOFJed3dz8niWOtW5FcKhq7WqSkthPiwj9fVohU3mF0nm1J4SsKNiytd4mfn52lFRWGxQa3Xp/OyMVpxReupNmaHMoSKHo02RWlDk+SeACrgYU8EmL25Tism4rxmStCb1R7RJPQ9NG+BSvh4EU0rLUpQNwwLLx4mNKNInWrh2zLyWXPjUVRL5qHhWZ/4kCYyYTB+iUJbel406RFfM0el16DWpdA1U/zQkx6Vfs3kNk2jTUYkdnU+XSevGbtKU283iEwoOh4PUOsW8tlvp9cSG9aUL6pR7VW0EnIqr/Zpup7OsesjXyG/WhN/OkyzUwqBao+muMahkYVmRrQc9W/2sPl9ewjNSuegOdDk1Ju/zuz6CKPX+1T7fRpZTStmUuq3aMuWsauKwjIorNQs+mWFYE7T87Rszl1PG4xfHJTszaZgEzPrZtj+6/UkT0Jo1GZutSl+/5rCiWuqHyySOGyTvXocs4l47ztsDt30VeIdFTAgOuXzxMc/hxvR53Qc/73Hf/qN06xJu7SZlHQF5UO1y6TWo6j0Sx9deYqu1wxjRR3WfPlOJi6aX7TiiuPvlNlgoKzZ+Hd3oC3No5++hN6nGvhlm/KAEP/N9gatp9p4/vsbCZ+VY3srJRdy5tkApSUexSVw5LfLUDVpJSRP+oxcFWTBAw3cf+gkv9zGefcc9XaFXTQ5/JOV4insbmC48iVMbzbILxUQQKAoF+KbfvEhYg/FaMUVlf4w45eY5ypTbchcr97rSjjrEkgfErVjM65InPVopYWFaeyOEx0TUUJxGeSWW1R7FDO5BNU+n81/cwe+DZNXeLgxLa2bDpPwmCUw6fUemb0vt0mg7YBLI2tQ7VOYdU32r85gOPDcjzaSPi6tzfgQ3PLq7edMydEph/SOAG5YYT6cJr9SDNjNjCZY8lHpFoVlBo0uj/hZqYCthvy3bQc85tYpagsdwseC+KbCm4xw4u1303bAITKhmNkoSTdjV8lsrTNT4u/X3kP0vgTRUcWB+1cQGTcoDtoceXoR7g86mFunccOw8b/K++97RNNKKrg/S3Rc8+rLdp1LdlixdoTp82wy+xWdzxrojSViY/68OlHROJoiecykmfZ5+otbSZ7x8GsWVk1LmsRKl+bGCj//8GcxXFFWFk+lccOw//FldD1j8K51z1Ne4uIHwGlY5H7Yz6/+5hpKSz0KyyG726A5HWHPR7+K2zK56Pr9JG8ap/LqCjd98MNYZRPDVdgTAVKPhPn5t6+kstCn+LtuzKpBs9Ol/dHguXuomZHr2LcgMuOROqJoZTz+8rvvwGwIQedbz1+Kb0Pnc6J8dSPzMPszPlYN3KxLMw09nxcs3qk3SIrJXzx1K+0vSK5rcZlkQd73i4uo9iimNxrEhiRFqGv1NPVusRUESh6FpRbJU5A6IOlDfhD6HtPiK+zQ+EG592fWyem8OuCdW60iYwZv/OjDcp3WpThxYjLHii0qklsNkfsT1LrEfuNbML3JxA+Ib9kuq3PXbnRMMX2hhqLN7FaX6JimkZX5X63LgIBPaaFsyq20JjHkkzqiGN3dQ2RG+LtWts70bXWyB1367pO24Muw/MwDYV74+69huBAd16RP+ESmBEFXGpBizWgqOnd4uHFJYTGbMPrwIPVOn/KATWRCsezbOXbsWUr8tIldlSI+twZqvR7RUWPes+jRyFo4T7aJUG5OEx2WNWDqAgM35REbMgkUYHathW9LGMXUBdD9tFBzGlnZuAMX5IRY9q1FUkjsjhAf9kkdkzX3O2/+Gr97+Cesv/sDtO+SMZgKSUfAi2giQ9LKD+YNal0G3/rnL/DYQ+dx2Vt3yvOdCrL4Z7fL/PeYjVVVpI7JHNy9okj1uXbiQ5rMQRnFTFwcJzrtUVwk7Wr3thzRCY3V9Kl3CbSj+ngH9dV15tZr/IBE1hnz62igoJjLiyd34sVumVMvdMitUtx64hZ4Ji0YwjWKy770MQJ5dY6O9t97/KffOJUvhtz8ajlu+5YQ8ONn5lFcQGTUYPqXA3T9IkhoRpNaKkZXPwDr/1lyCYtL5mdiPQ3W/uU+5laHwNJ4ayvEx10CByJU1zYoLfcwHPkCW4NNjPk5gl02COYVqVM+ZtXAjSqq3QbJU+AFTc68Q/yirfvaaabnbQxlTdeLddxS4JzZ2ZivGEuDBpEpn9go9D7tUVgBibMulT6TzEEZ4M9t9KkM+kSGbMyKgeHKwpJbI4uL8iG30iQ0Y+CHNbUFQmspL/HIHNJUVkh4bvBgGMMRWobZAEyNH/NInJZWq3Jh4T1NkocsfPPlHFDxRll1TWgGcht8Zj6ziFBB5ivNlNz0paVw368uwpqxiY4oSoM25YXQyCiql1QJ5hStlOTguSFFf0eeZn+LgQd9iss8WjHF+HUeiSEP31ZsueKI5KxmJRElOGew6W/voNxv4c57E+2qT8d2U1Sd3+7gIw+/VU5IEaj3elR7fYrnNwnlFJU+Ax3UxEd8aldWaHR5TG0Rekluo8sv//6z3PfSeRTnZ4JTPx4kMqnZ+Q93U1hmcPiiH1BcZODZcuIwG4pgwadjB0xf7uCGFOFhm7n1isIal8Qxi2VdM7zpMx+nlfKp9iiy+8Tu8zJZ5d/2XoxZM6j2+nQ/KO24cr9JemEec6BKZUARO2Wy5L7biR4KceSLa5h5oofAc3Embm2ROAVue4vwlIhpKoM+2hLzfzCnSB2wqPS9ctMnj0HfjUMyD7YVn/vLb2AXTJyEJnvIo+9xD9UStXatwyB9mHnEoFhKQjdMMfgrOT0s+dJRoqNi9QrmDQbvgciMKwSbMwZ/9JrHBQgQEEuVXRYk3syuTpZtHcKuwtjlFrFRj/jwPO7Sh9Jyl2qXidUQL2V0TEz1oZwmfsZg2XerBPPyfoxtee759NU0M5o1dx7AbEGzQ5Th5oMpFGA1NbUBF6+7iW8L3MTqqFPtk4U0OCcQE7OlSR00sOqKyJBNboNHaYUEvpdWOUROBeh+wSMx5GOXFc2kXCdu3MMNKcYutwjsjdH9rSDDr/fILzUxXGGpJs/4tGKKZY+/i/a9DYJlj8kLodorXYWX+dXKh6nzTeInLWJjPmZD7kHDEe95vQOOvi/Nmy/ejvKhuaxO5coqgYKcNK262F+ynxxiZpO0kPueaAhaMC56CW1oMMUuV1kgGMS5jR75DR6L1o+RX27QzEAwB6G8T9OxMFxN+G0TlBYKirDSK4rrao/mQ//wPs7f8wa0IWOtWr9L54PSgeh/WDyR4RnQhnhCb/nhRwkUFI/+egtuRHPbGx8nPGFQ2tAELW3q0kLF5BUe6R/ECOZFuVvrVkTPSuew2iGIPG2C9aMMbkgxcqO4CoI50bHoQgA/LDap8JQiUJCDRPqSSXp+FSAyqdG2nCzbn7Uk3PzzfVT7fJy45sOvu1e8pjbnIhr/e4//9Bunb0lVmdmnMB25qaY3GeTWCYw5NCstjsKmFpUuk+JS0L/NEprV1FY1hPaytE4rLXJw0/R58IX1eEFQjoE+E2V6o4l3XpnQ8RDJQyaJIR8vrMk8HeT81+2fN/DLxZNbZZA4I19e8owAkKfPC0josqFoXFUmdUwUXPmVMHJlmPCIxdxVog5SnqQc2FWYWyun5tKAhTY1tXaL8vomhqtp3++iY7Ig9T5Vw3AU6tVzBPPigwpPCoLKroj52s4ZZHda9PzJadp2GUxt87FjLar9ojSNn5mvSDtA1UziR23smkb5YgWYvDCMF4I9n7zr3NA/NiJKVbOp6XtMU+41Gb1KER/28C1ZmGND0L7XJX1EFoRASea1oTnNwo459n/0LnRQ07FLJMjlX3bTf4+cCFOHDQpXNkjvtJl+Q52ZjYqdj68kcipAZFza1KEZAVXXOkVA0fmij+FJSG5oxiCYc7BKBq2kbPZ2QQRZmWcCVDbVufT1u9GWT2GpQezhGGbVQC2toE0J473kwQ+TfcmU1s38w4kr1n7xTjq2TnDhR2+nldIkLp7GiWqio9JWDFR9UrsDlBZI9mpoRpHdaeIkoPDVAarbqnQ/q3nfrQ8A8IOPfR4vrCnfWia2L4Rdlnb581/8OvUuTWmFS+lIFmcmjF2G+KhP5Kx4y2bPE2uA2dTEt4fZ8McHSO0KUt7UECatlgUqmIO2/Q5/82ffo9Hxiqr2a5/6MqefXkAzrVj48SP82ZduJ3VMTlvVLpPRyy1CMyaNjEHba0Zx4kKwqXdq6p2K/M4OpjcJ+P/Fb56HG+acnanSZTF0q5xonRj89DtXESr4pI/JxlAZlCI0dhamv7tAwtNPSsj56FUBopMeSkPXUwbmTbOYTRG3zG3ycOIwc75PvV1z8s0xAVwA5kMpWlEBHzz76FrMJqQGCjQyivSJFlZZ2rODi6eJ7Q+RPulSv7FE/PEoZl3uOW3JPdpMyuLctlcQj13PGnQ/bhLMa1J7baITGjckAQfte11qPZprb39OQCxxReKUKFNnzgsQOR7Et6F9dwU3ImI6w4HsoyGcqEUrJqc6sy4irJc9jChopT3MS3M0k4rUSSGQxYeENxuehsCcwX0/3oYTk+fr+XaA+Ihm8D655zp2tzh27zI6NkzNF2JBsntMIuOKZW8/Rvy0weCvJJOzba8mfVy6S5Fhi9K/92E2oNnlUO3XzLy+jvV8Am3A4sQsVl2+w/C0ZvRVmq4Xfexbp5k7ngUl9/3gvZrbPvk7AEavNGkNNimsdvGX1oiNt+h9ykFb0sULLSrz/XuuIFDSLBmYFoD9xQWyhzyMqnkOBtNKieWvtaWC4SjmtkghYNXkXggWNQO/NgjmNcVlkuQTHTExEy3SR2S8VO0Tmtfi5CyFRSaF5aAH6pTeUmLmAo9AEUauV3StnCY6Ct/46s2Ulrt4Yc3CC0b+4L70f8TGmT4uHp74WZ/4iE/yBOd8VrFxl8i4IjwUQJsy2NVKFF+vX7OHSr+i52c26YMGTlxj74nR8yToSwoEZ0wCy0qYdYW1K45VBycuBKBWxqN6XYWXfrJOgqu3TpI4KQZtbYi5Or/MZN8n7sJJaAYe9qheWiH1ixj51dLOSJ6A9r0eXkQTOiLxV31P1TFb4n1zUy7hKUUrAYnFBaJTLunnA1S7DRpJE3siQHwIzl4fJlBU5IfSwtVNqnP5hrXza+RfVceuSnU6XEzRTCoiZy2Cu2LYZUVpqbB4z95kEj+jCc5KBac8SJyWU4YbkpP10u/dweE77hLAgYbtn/86+dWasUsFgBA/ZYqPdr6NYTVg2ScPMbtF5jS51YpgQSr+07v6ueXEtUSHTM6+XqKFqj1qPmBbUhzUWAhtKTgTlaIiJ9W20vDjj36OWg+00pA56lHvdZm8UOZvkQlBxp15vYnyhajUSgkxprLUIfLGSayzIR7csZ7YCZvQrPgV+x9uEX8wxtE/vZv4MBgV2TSd6CvVZXTSp97l0/q+hO+GlhVp/K4DPwjlQXnPo69zKa7yMFtQWOtiOEI7scvQSBqkHoxQ7jX5QPos9Q7FTc/eybuvfYzEz+KU1zRxEj7dz3tcvP91tO33Se23CM0o4idl0TZbPmpLUcRlMZ96h0+1BwqrXfb8+1pq3VLY5VaD3Vel83mD4voWH/nyD/nkv72D9OFXTpxv+/EHURoSwz4vPLGayqBsavV2TWVAfGvRUU3q5jHO7unFcDSZA+ocq7Q5n3gSP6vIrxdvaTBnCpXLgdSeAE7SpzboEh/2qHYZlAYNmheXCeYV12/bI8ru9ZrkkKRlLPrhFPEzMLvewJnfQLx72ygulvxOuyDBwjriESwojN76udUqv94jUJXi1kn61Ds0uzf/lOi4xnB9+p6sccunHqH4mx6sqmZyq4l6IYlvSa5k8pTcf/nVMmv0QprZDYrKgBK27BvLuFFFcblHtUcU6PVOxcwGacP+8oGLSR+Tk17uAkfWlRLERySr9PjbotQ7NRv+8U7yqzXlhYrpTRaBik/HTrlWc+tE2AiQPA6x0xaRH6ZQGloxGUek3jCGG5X14WVFsZOQEOjiQptKr6LcZ1FvMxjfZpMY8qj/qpPiapdQ3uOlv70bNwI7di2leH6TiYssrMvnmFujGLtCFLZ+AMqDEhcWHrFJnoDIczGUB/m1HmPvGyRQlJFRvUOR3WUyfWud7et/SXDWwIn7dOz2qbdb/Oyvr5M1O6BJPx9EtQzMI1EmLwgytzpAfNjH72hycOsPCc0Jvzb/4z5QUJmOUlhiil6j1yAyJQVhYa1P4kHJS83uMul51iVx1iO/XE6f5X6ZSYdmDWJHAlT7PczTYcIzjgi2DnkUl2nO/sMKoQa1YNuiU3gvpUjvNzE8SB00KD/ShdmCYNEnvc/EC2pGHx34g/vSf/qNU/kwfZ4tkG5fM3G5T7Dss/d9X8E3wWp4rLztCKkTEgrt20IA0gp++cwFRMcEF+UHFMGCiAzyy01iP0+QOK1xjgi03Q8Izd+qQTOtye4x6fl6QBYZS1F4uovKAORXCnoqOiEc2s2fuoPQtGL8EovMfRGq3eIfQ8Pc+S6z600iY4r+q88CMLM+TL1dvE3KlWir0Jxmz5af4FuKVlJRWd/AeNOMKIqXa1pdDo02n9CkCCyEMCNwY4bDZH4XppXSMkwfSuHEYeG1Z2hmNIfvuEtyN4OgTU1uDTgxX5IgYtLqc+LQWlrHrmqCecWSJ/6Y9r0ehgur7r5TFIovymfq29C+r/5KrNgS2P3tdaT3G6QPSYST4cD0q5skj8PZny3GvmSOzics2g7IAmy2IH7dpFTj+wW0EDsL0VFobS0TmdS0EvDGr36MQFHhhjRTWwxipy3C0wa1DrFIFFe5RIYtYsNQXOFilwy2vXk30TM2Y9MpAgVp87TSmlqvJlDxaaaFkLPkR7czd6GDXTYoLVTn7gQnppjaKqDr2GiLwhKD6C8SeCFIHwYMcCIQ3x0i0F7DqkHkrEW9Q05KZlNTf3WJYMnHrmnWfuFOtAKdD/Ddn19D47Y89mQAL+Izdb6J+8NO5lablJb65wKAE2dbTG80qZ+Ns/ord6ItzbLvFgQ5iIQJtNpcKv2Sl2i/FGfqMo+Op2w+fP87aNvvUO15ZeN02l1Sx3xqby0QmRTOqBNVpDfNEMiLYtZsaYaGOmjfI4rJ/CpNMyvK7+hJacGF5nzMinxQTtwnMim+zsJql+CsQdfgHJNbDdInXKrLW7gjUTKHWzywZx2JExAdMfBshdnQHPtUgsSwQ2hWoqdKCyXL1apD+16f4KyI9kLDAezLZ1GnIpQXz0PRT1sUF8lpKjQpKvOlP7iDuc0+o5eHGbohzHd+ci2mo9n9qbsl1WRCSGBWTUz2viWFolbzHaCiwmjK+07+PC7kq0mT9HFBLUZH5XNxI5pASTF1qYDRw8kGgYVlDE8zsxnC01JsdL3oEZnxSZ5QtJbUSR/1KfdY8yfXJqkjItAB2biabZrZ9WIJUj7kNrtMPNHH229/ELsCylUE5zROu0OgLHD8+LCsTZUFkpU6u8EgUNHET1iMX2qy6NfvlaDuvQaZZwN07PZxnskSmlWEx4VO5CwVK55vKer9DvlLGwJAn/GJnbE4/kHJ4G3fK4kivg3WgRib/+YO0sc9UscU+aVy+h67Qq63tl0GuU0uVlVx7c07CBTEVpRbqRj4qcmF+15PYliKkrlNnugOHhKwfM9zLm4Esm8bFgTeKVHGh2ah0qcYe2eLiYsV7Xudc6S1/CohubW9aozFv2jR6nQZulnu85kNBm17BJrjhQCteOr4UlG9X9QkUNJUe6Bjt9CTWnFF+nhLuOj/N4//9BuntiRjMZiXN9/5nEG53+Tiv3o/jR6PqQ82OP7dFSROVkRsk9S4YU1hlSZzUBEfdSksM2jFobauTqNDvigvILQKq6Ior23S6PKodUNxtUvPM2Kyn10XpOcZIXhc8/od58KBfUsuoJdv5PJij/RhaeFV+n2aA4JLS++xsGpQWiokGJBWbfagtBEye2UDyK/x2fjSm2glDMKXz5B+Lkjr3nYWbzsLCgKTNidv+zraFIWZFxIDdTMtQger4ePG54N3S5JWP/TgQsymYuW/3ilG7klNZNgisrRA214oLfPxbGHIegFN8GiY7JtH6H7VCPaxMIWlMgdsJX2Cc/I6c1tcEfr8ZYHCMvksAiUpEgwHah2K8oAhQILhEHMXysVd3Zdh6kqX6fNsUY0GQH+7g/SxJtUug8b8LMGJKZL3SSKB0YLKIhflQWRKkT4MzpYyN9/2DK0krL3hKHZRhALVXuh9TNGx2+Xx30krseteWexTJz1aaY+P3XwPbtCgtFBOMpFxg/anhPwfKL8SwlsZ9LGLBtkjHnNrQtjV+XzVgLSrsgfkhiuf1yAabmJfP4N5QR4n5REsaPJbHM7rHsN/7wzFpdDMahodPoG8QfvFExSLES67cj+Jo2KdqrfLQhk7axA7GiA6CsVFAeyyoms7JM763Lh5D8fekxT/bN4kedrHzlsEC1AZ8IkP+9izQoUKFA0mtlk0O14hVJsFi5lN4D2VoZmB8kKP0nIX/6ftNDp8OlbM4EYkIiqY96h1KfywZuBBORFZVTlFODG5XrQp0UuhnEt5EFauHBWF4u86seowdpm0DIyeOpNbA2RftCguFWVqYalBeREoJXmHTgx6n5Drh4U1tAm1DoNan49V17RSPoEfZXj9Dc+x5Ecy7qh1+bTimmZGCmu0bIChzirbXr0Pqy6fab1dseKbd8oMdaGi1v6yutUgUNaYNREBgQiLfBva9igmL5biLzylGb9UWsteEDJHXeKnDbq210kesKluqaP3J9jcO0y9XdH3qGzI2X2KmfUWpQVC/jJHQ6QO5Cgt8XHiiqHX2NTb1Tl+dWRK/NettIddlaQPPIUb07wvfQwvDLHReYta3iL3qrqk5zhIMPicMFuz+2UNSp7xMOti34qfkY05nPMZvUZ0EbHx+dN6QmMOhbArEB93+cE130CXRNg3s0la750PBfCvztNICf3MbEB9cYtah2z81V4ZF9W6NYMPyPVSWAm9A3OYLcUDj27BD4C9P0ZkQuFGDEpPdzK71qTe7WE0xb+pDVF955bbdL3oUPh2P6FZRWNLlUaHWA7bDng4pQDhKYOJiy2Kl9XJr9LET8v31/rXLs7cGJQIuv0GzZQic0jTTEqh6AUgWABKNl7cJxByyK8QFGu9zaa0wkWbiqE/8vHXl2nf938yAEHD5E1SGYRnfdywIjruU1wM4TET69EUxcUwfG2CP3rrQ3Ts9rn6mj2075LFt561CM3JjZl6JkT30hk6dzjMrZu/OWY1XQ/bpA5KxZPdaeKG5ctsXlhmarNBYYnB7367BSeuiA1r4sM+cxc4BOdMissgMm7STEmiidJgTwZwI+IljY36nHrT1wnn5hVnIWRxWlsnWPBpZjQbzztF9UCGVkxRf7Kd3EY57R3fJZtt237Nol+9l9QJH6usiFw0S2TElLijJjgRg8Qxk2BO2hvlxeLHHLhkGOVB1/Z571NCE/l5kqmLfG6/+hHsmmC3IlOK1uoaxe/0UfxeH6kTPv589FUgL5dIbq0idtzGSWgm9nWds9d4AYn2KQ8q7BoEyjLvS5wGHOMcgDpxMCB2mhmf7OUTGK5menNQ1MV5RWGtzHVya6F0TRWrBoP3i7qz3iHtqdhDMf6+4wB2GQ79egVvvO5ZEsM+dkWRW2Uy8ipFK+uTPKnx/niOzBGXSpeJirp85+9uwn/nLPUNNUqLZF5ab5cORLXXJ3bZNAAdO0RoMHq9TyMDlQU+P3zHlwABZE9e5xDbGyJ4JkT+bJrr+w7TOJJi4LfyfO1P2zQ8i+KTXSjvFUFRdAxK93cTOhzmyGfWEJ3yMVqK6oBPMCetQ8OVKLNKn8zu03eepdJn8OSPt/CGi19EacieN01+uSJ1RDojiVMGjZS0t3PrfQJFKQa1/cqMM3MIFv+sihcCa32B4KxJYM6cxzYauD/rkJDyJbLp1pY1WfKDBoXFtrTFZ2Q8csP7nyY6KmSaNR86QG5lgEBJcerZQeJDMmtzl9SJjhqkdgVxikGZgw7OXyshfU60YZ0KYdYlMGB2vUnb/hZO1SYyqbnr41+l90mf8oBBoK+KE1H89NAmSgtllzNbkhiTPSRCPmtxBaOvRvDJBI/uXUUwL0WO4YomIntQ0xhsUe/U86IbKC6WEHvDlTa94UlE3sxWj+iIycxWj3qngpRDvU1GPzPrLErLfObWhIiPemQeCREd0+wcHaSxpEmlRwKdveB8duekPL9dVBz/4yyZAyIMjJ+WHMxGRgrGUF66FdndJs2Mxr2qAKbGqijWfu+D1Lp9lKuJzPiEJw38uSCBIuSXGVR7NfU+l2YWnv/i16n0w+irPZrdDtUlLaJTHsGcjJYiI2LnKS2Q2D434XPLq7fjhmBupcWdX3k/0SETNyLwlmBBvrfsXVGxgL3goS2IHQ6gNhYJVHwCeSit8DCbipFrZAjtdrVwfthJo8vFTXiE5sRG1miH0oBJxx4HqyYJO7GzBlNbDMZvdGRT7tZMXGgRKPu4ITCPRYmdlXSUmfMMYh1VGutrpI5B5qEwiVMGzbRQmsav0udOiqWr5HovLDGITXiUNzaoLXKobqmR3W0QnDaxdsUJzSl02Cc059K2w6TeAe0PBWk1bCYu/F8AICilvq2UmlZKHfy9n31WKXVUKbVfKfVrpVRq/ucLlFJ1pdTe+T9f/73/ZpNS6oBS6qRS6stKqT+s9f29h9mUqJ7C8vlK9NoyxcUGev6YLrxZCSz9t3texbJPHOKFb50n84yqf661GShpLvjTPRSe6sKNSoyONmWhqvYYlLY18GI+XW8fYuwGj9ICk+DzcZSWzTBzWFPr9pnb4DN1iU/0ZIDBy87S9YJPddDlHz/8LdyQbDTdz3lkjng0OvQ5JaWeFzYECpr8Cpvo3jDFRSaxYTj6wDICBUW9XVFZ5JI8bGHXNNExg+CcweRWCE6brPjQIQxP4d2flaF5Sgbk9U5JdncSiu4XXBLHTDJHW5x+qZ/UCZ/JrQLBzxySFm/Xswb//v1rSb59lPxqaMVBT4ekJb1cuKjp454kg6yu4cQ1x98hth5taDpe0ucKgXqftFbMBjQvLFNY51Drk8q681mD4WsDEnI741Pt8ygNmIwe75AIM3u+NXbGp/93mkBR0/eYw85t30BpOHuTzEHsksDC3Yhi+bfvAMALw08f3Ealx5C8U1PmYevWDNFKKPLlCO/47L2UlvmEToTIrVIUX+wg83BYNtaQ5u/e+z2cdofUEUV+Tzsgp8vScpfQmC0esLLiE6duxdqSJ3vEY/mX6lQHfBoDLaxsg79tP0RoVjF1vvhdDUdz6LFlAtsYU+x4/5cAQZSlTku6jhdQVLsMgjnForVj1LpEFVla3ZJ4u7Oa4lI49fhCmhlNeWWLXzy5FeWC/+MOzJacVjKHNcoTo37iFFhVQzx+05rA1Cs3vRNTDN0UE1X59hTNdo/IpLTfKstbWE2Nv62IF9HggyrZlBeGUa6cEmc2yFjgZ7++jDe971ESZ2D7r9ZLq/2QS9eLHpX+ebHYCxFaSXCvKhCcEpVoK6mJjSq6tgutqdqjaXa6VAZ9SougbZ9HflmAjqdt5tZp3vsvH6A4aImi9v6YhIKfCVFYPk/aaUiFOrdKZvWNYhB1KkJ00iM0ZhOd8ITn60shp3zo7c2Bkg0tt1Y2rFZKnYsbLC3xmbu2QWjSwqpC+3bpTISOhXBjkq7kBwWdWRmE2XUmzaQokb1TMbSncCNi0vctsDfm51t/UBt0iY4pGu2SH2o4Ypdo3ztvUduoCF8/Re7SJmiFcyBJaFSyW82Goudpsfq4IUXmmEtmn0FhtUuj06P3aZeex4XBuvint5M+ogmNBujsyxM7FmDkerBrmtxqmZ17QVmDdMIhftzk2X/cSqPdl0xdE1pJTWmJR3hahIHagImtAeyqWFgKyzWVJS71apDR17lySrN8rrxpF9m98v1EDwWZ3aRJHLNof8EkMdwALXm+mWMOc6ttat0+9axB+qgjKtmxIKXFCifp4Qfld9kVSfqJTMt6EppWuHtSpB8NU1qoKC2S0UigKBaa5GGLzFEPI+IyeLdJKCf2oXrGQClN+7MWiWfCmLfOSBGnpfBP77IElerK+jZ9gSZyOIT7e7qH//j4nzlxfhe47j/87BFgjdZ6HXAc+Ivf+/9Oaa03zP+5/fd+fjfwbmDp/J//+Jz/3YcXgP7fiqG8lYTA0wlqfe48BcgnMeJS7dPUen0MR/H002sJ3jzNHX/5S8ZeJWzJwFWz+AHFrq+ch12Bsas1qr1JdMKh2uvjRiD1eIjsLoOZby+g8zEL34JP3PFTkfwvEspM4pTBwIM+gTkT34Tpnw3ghhRWssWff+VdOHG5SRsZE20oAnlFYqjB+s/cST1jnntPtc75yntaNr3OHU1ufduT1Ptk09TmfIp6VNIdzJbCi2j2/Ggtjf4WzWtKlBci/FpfKtfYsEFlgUu108ILw9SWgECaw4r4kKLvsTK56+u4EfFxpk56nH2xj67tPtkjLoP3O5hNuZkHf1dn7CpNK+0T2RkhUFSs/Mad1Dul5ThxsUCQAQj4xMa0eNR+E6X3IYNTb/w6Zl0TKPvYVcG7lQcMYmdNGhdVCORMwi9G8W2NjrtM3dzEic7PuGoeG377QQJFzYLFU2gTzAvy7G81KC+U06WAnH2W/KRIvUtOo4E8dDxpc+bXi8WWsD/G3z//GoIzBo+95zO0OiR6y4kqgm+bJLw+zxc/chuqZqJeO8drrnsRkJZkdpeJXZJNQy+tMnt/H5WxBLnlJic/ESB2xiDzgo03EWbLJ+/AvDRHdBTmtjrM3dAgPiQMzbs/8hVW3/9+IRqFNdVOi9wlTby3zeFsK+GFNTO/6UebYjEIDQeoLPCp3VCifY+P0uDGfeJHAihXFubpbS6BgmwAPe87yff//AsoPZ+T2SkQ+0BFn7M6ADQyMj9uZn2qvT7RsybFFR6VHoE65FYqaqUQ8TPQs3Wc8KSBE5ZFyQ1LZ8a3BGX507uuprRITnONLNQzJvllFsG8BA8U18rJIfqLBD3Ptah1GBjtDertyIkspomOK9J7LTp3yNijtMA8p2FInFRUNteJj3k4USnkZi92iI2IcAygY5d7Lp3HbCo6n7Do3u4ys+GVXMlat6iC3QiUBwxyz3URnlakT3hYVUVrVY34WbFnKU+eS08FyRwScpAXEo+jtiGwvESgxPwapOfZz2L/aaYU3c95dD5hERvzaLRrChe0SH4vQTMtnsa+h9W55/NN+ezcqGZqq3w/iTNQfLaT6EEZDTixl+fLirvf8XXKfSaxYTl1za6RojqQMwl21WjFDZpxAWfEhkV/ATB7uI1gThMat8it9Wl0ufgBJWr/TS7mnE3bgSatmGL1piERJSU1wZwifsokWJLw+rk1crJPnhbGLlrR85jCGg8y8FOT9D6T1H6bB/as4xN//UNAWryB3Px4Z43oOqbON8juU1R6LDmBHpW4w9l1NqkjYNUFmxodskCDF9SUtjRoJiUMvRUHfUWeZrtHbp0mc9gjPA21LkX6eJPomIyMJrcaaM/At4xz93srpQgfDJNbq+l4wzCl7R2kjsoYJzytyZ/vML1Z0qXMlszNnfMqpI/8L/g4tdZPA7n/8LOHtdbu/D++APT93z2HUqobSGitX9Baa+B7wC3/o98Nonobv8Sgc0ed+FnxHBL05X8VjFyr+NjN9xAZNWimfcKTivyOTj7/7Vu5ZO0x4sM+iS/EiU56UunZglWzT4QZvt5iyfpRsoc83IgIZayGILgabZovfuaNVAZ8jJJFfr2kHEz9cYNAQdHo9PDCitwqBSNh/ADU+6V6aqYUjbRYTs7cFKa80Gf2fDmhaUvk0OVFHqUlkmU4uTXIT09sxCqalDY3hEd5fgV3dZWJbaJ+XfirCvERD3vGxjuYJHFasgZrXSIQKa9skegp0/70JK2k5oLXHJBgbg/iYy5Dr4njVmW2omoms+tM4kPi6xu/xMBJWLghxU1//RithM2Ce3yCswKm9oKa0BwkTsnsKLtXUe2UlVnVTfIrRCXo2QKTWLfjLSx7+zG0qWi2eWT3CgjAjUDHT8KE5mDfJ+5CG9D2jM0li08ycY3LeduOM7s+TCDZpLgEZh/upbzURT2Z5ubffpDIQgFx/927v0crrhi/LMV33vg1mimBvpcHRQQ1t9mV05MjSuptv/gY7c9bJIZ8Cmtdpl/sIhOtMXGRyelbv0HhcJbf/UZWsZ5nXVEb2lLYJB6JEpny+asr78FwIRGXOZzyIDZiMHu+R/tnQjSyCnvGJrgvwiN//wVomrzv0Fsg4BOaE5VqZUAR3xOi8Xg79UKIrhfcc349cyREa1md4IyB/VQS/09m+cRbf0H7C5JNmjglp+wzr/kme//iLr7w7m+yb/tSbnrmTgIl2dxih4OogRrFxcY5mD1A7zMNisvmT+Vxl47rRulZMoMbhtQxiamKHAmiXKj+oIfa0tZ8YLW0mWOjkjxT63PxAkJH0kpmQ1ZD411cJFDSpI7BwD3S4WkmDUautKkMaOxjEcymqDjjZ6C0ukWtS+HZiuiYorzYo9bjU+s0qCyA4NEw05sNohM+TsYjNBqQz3tcirXpjRaBoqRtpI9JB2hmnU36iCZ5wmdmvUl0SZHkCagsaxGZ0KJ8rcjMUhvglW3yKxVb37CP1NYpgrMGfsinuNjkb//m29hVTXG5prmgSXVaVLJmQ9PzrENhjU/bXnktobxm/BKTervMz9OHQLcMZtfIiTV+BooLTC587T7q7YpmVhTN0VEDo/kyuFw2+0BRnwteMBxFM6P58799r5j1ezS5axo0VtepdRg4CZ/A83Facck9nbtI2NvlBRIMHZkQ0lgoB6EZk8U/dfECSBi45WPVJJDi1R96mgNHBqj2aDr2yHuyK5rZNSYTl/mEVxSYuKVFrcPE2Vyma+0UU1sVkXHF1Gabeococ5MHbf7yp28F4Gfv/AKpE0JzW/adOYJ5zcm33k29QxTxheWC47RqiviIZCr/6E++SHGRnBLtiiTEpJ8NYnhQWgSNbhf7tynMmoG2NM/9yzcoLfE5fOddjF4ZoNYtArdgThE9HCS3Mkh+pRQpIN3J/kdcCt/uJzytKVxfpdRvEs77hIYC9D3WgqItDG4F3kiEZvJ/LwDhT4Df/d4/L1RK7VFKPaWUuuTlexcY/b1/Z3T+Z//dh1LqPUqpl5RSL+lCBS/mM7MhTKVfUbygQapNfD3lfoOuZxR3f/UWfBuWfb9C6rRLZEIqu+8NPs3MFvDCBpUek/jZusQBRTyiI5rsHsVDK+/HaGmaWTHPlwYMMsc8MDRzW128mE+gaJDZbVJeoIj9LoZVh/CkSWRK5nJeZwsnrul8RvBW3hUFgiVNabHPp2/5mZir26uAgAEiL0VY8uPGOayT8qEjUZEbbXdIUsrHI/ijESLjMsucvDhO/u0VejcJLqq0UEgk7ftcSpsb9P3WpDQb5eiHO/BCmif3rER5sOrOg+SXWHTscbl54x5io4LpsurQtreCXfFQjqKRNKh3Kp54x/kUF9kUF0qYcPZwA6uuMFrzAPkK59q0AIljJoYj1V5unaa4yEA9kebA/SuYXWfS9ayiuFwED2YTnvnaN2glxfbiRmQGtHuyD1U3GfqmKI5SD0RJnhKFpWopktdP0PWsgfl4Crui+chDb+W69z4HwHv/9f00O8Tf1Ur5ZA9JmzVxUpBmbtYlsbhAfgVMXuaTOCLovqEDPQSKiutufCtff/2/EpyT91N6b4nMEY/45VOseNtRnISkh3ztX17Lp9/9A8K2JFg4Nxa44933YFYM+j9/kvA8naTe6XPp5z+KnTPZtelnZLfbglnrVTQXNsQ/7EHseIDmB3KCDexrkTgD5mgIqyFtp+Lznfztk7fQSihSR8G7rkCjTbPi36RV/bG73o3RgqVfaKEVmKtLpE+4dP9IUn34vXt+alMIq7eGzrZQVZMzh3qYPNDJW9/yGL6lyK8Q+X/xqjp2zRdGakSTPu5Q73cpXNKg/8E8wRkLuypzccE/GlS7Ddq/HaHebszbJCx6nhGFdnRccdG2Q9hlUa27MZ9at5wQ/aCm+toSTgwy+ww6dkDbAYE6tFbXCBQEXtG+XQLlKwOK2bXypoI5IYElz7Qo9xss+I3Aza2GpjxgkDijUY+nha96MCDahCHFqj85RHDOxKoqYifFl3q6nKWwvZNgDrqeNYgP+/zZD9/F1MU+OtNCN0xSB8UqVLioycRFAYyGYm6tgRvVuEFBXyoX3BBMX+gRPWWTPST3SLAoMVpVNyBaC1c8itmDLQKFeUFanwhsvKB01aIjwsK1K4rZDZrKoLR27YBL7KUwhgvBnNDFKn2KmQ0mg7+QeWfipHzWypeTn2+JwG/oNQFB33X6hE8F2XjVUcp9JvedXSNrrpaQbG1C5dqKzOdnTSrDCdRUECemcF2TRLAh4yctM9xgQa5XJwYskzXuA+//IOUBg2BB8/pfPk21R7Ho4XeRunwSu6LpelHwh2ZDsfB9x1h8+1Fe+9AHSF89QWkx9D5dB63IbRGSU3RUCdEsIArw6JDJ5r++g0DBYMkTf0xoTvJmlStz/0BRU9jYIpQTglqjTYr24essCkvFEmcdjBG5boqJi+REXeuy0VFPWv9LG+jOJsHi/yYAglLqrwAX+OH8jyaAAa31ecBHgB8ppRL/T59Xa/2vWuvNWuvNZGKYFUPsDz50PBKAhzIEivLvBsoe5UU+TkJz8iMWTljeUr3XY/0/30lk3GB2rU1s3OPE24M0sz6dz5g4CVnMVt11J+GPjBEZ18RPmITmNOOvcfFDmq7HTSJnLRKnNYGKfIiVfkWlXxYPN6iwy4r2xwJ4QcivFDpP+rsxpraKqveLn30j4UlF9D75GKy6fLnjl0TxIyJAePNtj5N7sAfDUQSumZXF5ICkvgSKmuJKudACjySo/qAHNyz9+WDJZ/hGTSDkUO41hR0adwjOGlglk8gbJnnhwbWgYPICk/ue3iwUkHnf2elbY+RW2gSKitx6mcdOXZTEjUJ+s0P1/BoTW0NCHypq6h1iSm6kX2k7uxHxT8aHDPoelcizK96xg1ZSEx2b50pu9yRHsgaXvO+9NDMS3HvqzV/Hamp4Kk3iuIkbkdZ8aaGiuERueh0QMZIblNahVmAXDfb80WrJZl3s0P20qD3jpw15bUoES+OXKNqetyhMJCTt/ZiFHwRtS/FgNuHMLQk+8c/vOWdGr+7L4NsK/8cd7Dg7SKXfP6fc/fynbqN6bxflZQ7lUpivfedmEsvy7PjFOlpxRa3Pw087+KZ0FpZ+Xza52pIWR957F/ZwELsq5u3USY/SM50UlimS+wLExlzcuES4KQ/qC1pcvuEIlQFN8Zoa5UKExElYdMlZLn/Xu2m0Saza6LVJWkmFsT1JcdBi+AaIjzhk9r2yc9Z6fJK/jdLxcIDO7eKBjY4pfvTDqzAc8QPbVZ/g/gi1DhM37RJdVGRmg02qu0TyuRDjV6Sxy1BaDPU2KaQik2LvqHYIM7b76QL1Ts3Jt9iUB+X7OvGVVXgXF2klfLyEiFamrnDRQOiBBI11daITHsXFBnOrA+z7+F30f8+m/0EJXK4MvNyG1KSPzs8mEzB1qcfkBUFpxfZbpI9KyHKjXRSYzbScVIwWNJNQOM/h6NdX4yyv4QdFJdt32QiTj/XRSvuUt9XIr1D4prSks7tNOh8McOWGw7TisPA1pxn8oUF8SNOxUxS40THpTNTaDdmsPLGNoMBsaerdHrMbRAh0/DsraLQLuMQLa4avtWjfL6rNZlYIYWg5WYGohN2IRgc0XtTHLinUvrik0FxW5pNv+SmBkqbR7dLzXIvxbRZ2RVFYKaHQibMe2pTTYOqIFLb1Tgk8QMOhX6zEjULlcIbYaYu2fVqi0Do07tmYaBzaPCLjJmZTZtyDHTnG7l1A/Iy8X1kTNLFRTa3fxd4tivhah4kXhOikyz/seDWZKycIDAeY2tdJaQnMvLVO+14XN6rZ9cQKDv1iJRiawsPddL7oM36R+NbTuyxaSUVsQmw3L/zFvxCeMnDizOtWoOdnNuU1TZoZmLvIkVzekCK1K4Bng9PuEJwTIEvipKTuSCGnaTzQSffzmrFrpOC3p2yCeWlDx3aHCZT+N2ycSqk/Al4DvHW+/YrWuqm1npv/+y7gFLAMGOP/2s7tm//Z//BhuLIgFpeJpWJmI1QHpDXlxjTVLgujKRtYeG9EEFDtCrsoyti2a8YEKN1tojxRcdU6DEqrHBor67gRzfBjg1T65xmZAQgfCxKaNAnPOKROekxf6BEoS7Zd4oymba+wTiv9Uik20/L73bCmnjUYu8LAcETsM7fZQ5tyE7/8yBwRQUzkrM2BP7uLR//LJZJeXoHiwSyBkrR7q30+hQta7LjpC2QPt+D6HAvefZzYiFBFpjcahMZsmpUgpS0NrKomuj8kLazDMDadIjgncvfIuORumk1RejbT0L5bY9U0ibM+fY/5Al/OQG1tnfiRAF2/DNK+zyE64TN5scZJauoDDjOXOuRXynuxK2KlqHVrnvzWN+nY4/Dkd8+nY5ePF1TUMwYzGySv0Ldl5rDl/OPYZTj/L+9g8kKZ0TYvLdPIKCqLPEJzosw1HEjvE79ZeSHkNnoEKpqBhxucvSkNQOKgtIw7X9RgiPQ+MiGw8ba9Mt9IHbSo9okNJpjXJI4JHcquaN5w47O0kpLrCND7jMP0ZtkcAocjLPpVg2ab5uCffJXpTQo3JmzNT59/L412TeVQRqwMAYgOm7Q/GSA66fP51/47flAzd75L3/0mm//mDmKj0iZUPvzZP/0Ytbko100Exi61sIoGxQUmtV6f3t4cO3+9FpCwXu0qipfXOXKkj0qvReK0KMCDeTnt1Hp9mhnI9Bao9Nr/l+stNGNQXArFJeKjREPy+gnsCoKgm9GU+yVkPDLjk9pjo55K07G7hfWbNMWlmtJKwTmGJ6VdX+2D4lJDwO+DMuYoLUsQzCtCkxZHbr8LXjNH/50nyPwwRtcLEJi0WPrdFkbFwg/JfD94MMz4Njk9xcZ8NvzTnQy/ymRyWwonJv7JWrd8j9qQYiB52ic8IuKtxGlNeM4ntxre+6f3EcwZtG7L0bnTIXZWkT7ZormyTvSkTfIdoySfDBMd0dQXtKj8W6+IYpIuxlCY8KQomtPHvXPB5vu+uZZgQXN0+0KmNgdoJRSTl2jcqIAgClc0cGLixdY2pA8ZVAdcau0miRMm7kADqyaKa+XNK33rir7HfZpJKUCTx6UlXlzrkDpogSHzN2NVmehZKQRjIxAfFkB76ldR/tu/v4m2d55F+YpGxsJsCOje62zibiviBkUwGMxrKoPQtgdSx32KS+Wk6AWE4mPWFM2U8GqVlmvTyzrEh2pYRYkmFG6rpvjTXqq9Pl5Yor0mt2lCc4rCUikY0sflJvItUSi3Eiah4yFGzrRjrCrj23LatLfHGb+tRXhS0bZfnACx4zbhaU1xkUl4WtO9vUn73iqhOZ/SoEEjCyvuex+NdlmHG1n5PKfONwkOB7n0hj10PGkTHRVMY3TSo/epGva0LafIjPiHrbocXtyIJnWixdxqkyU/doiOaTpf8gnNapysS/m8BuWBP7w9/v+0cSqlrgM+Adykta793s/blVLm/N8XISKg01rrCaCklNo6r6Z9B3DP/8zvkqBcTXDWoNqvpGqoSTUbmhEUm1WTDLbIhIDEY8MiasitUpydyDJ2uUG1X3P6dd+gvKmB2YLOp0xCR8LYZUV9SZPep1qkjou/04nLXLHWZTOzySA0ZTFxoSnw6zA0MgbN86oo/5WWSO8zdfyoR61bkToscu7YqEa1pCrt3CEXVTOjsWs+dtkjmNNs+eQdFBbb+D0NtAlvvO5Zyks8ul6oEpox6L3X4oa/+hhjl9pUD2TY/cJSSoshv1ZmA8ECpHYFiB4IkV+raTvQEiRcxccYCwnk2hTJeOqEP18sgF2Dict9tKHI3VxjfJvJsXfdTTAHie1hGm0aq+YzfZ7N1I1N2ndKIHbktM2iH2hS62cBiUtrdGi8BQ2Wf/sO7GKL8kKf6U0GhbUiOLLLL8ewiafq2I9X4EZkI13y4ypO2scZjtJKaSI9Ffb85V1U+32KW5piVynIdxI5azFxrcv0hjCthFSDzazG+6NZtKEorpCQ2oVvP0FsRFNaKKeHZhrJYc2IOjJQ0sxsUBRWaO750SU02jTBgjzf6J9IQPPlt+2kY4/DxEccvKDm0o+9j60XH6G5sUJ5pcPX/uENJI/D+ZcdodYjrcJGm/gy4yNN/ubwTRgNReS0TSsmkvny5TWqvZpdf3M3f37fbVhPJPFCsnElT0H7XhG59TytyT/VxcZbDmI40P1CHSPkcfLy7xKatkR93S/IRasmnYfBBxzMJlRqIfHmhl65h0I5SUVpZsV0Xu/08b7VSaNdBC9uVOwss1t8qp0G1QFNvV1T67Sp9Csi4wbRM7ZELxX0OWxc/Iwmv0bj2xon4VNYYrDsluOsvuY4y753B84TbRz5zXLGtylKAwbhGUVxSQSrqrj6on2iIB7xCRZkNl1YbNDzu0nShxTlBT79j9ao9ine/dbfEszpc8rdZlK+1/Qx8Qm7ISmyvvDQDXghjftoG9ObbPygeEXVpNhiJh/qJ1DRhPM+g78WfUK1V5PeYZM9IIAEJy7zM20KwacyoGimFVZZ0Ur7tBLQ/qJBZr9A1kMHpHWqfIifkQU6PGGRXyniKfu03EvhGYGRtO8Wm4QTM84Va0rLvWDnLOkANGSEYb6QEO512SCUF68jWorqQAGO7Rmg62nh7TY7PDllNkzUjiSBin8OL9hK+2z8s73U2w2Cc1KE9F17Ft+SE2toVQHlyTWgTU3mRZuz18eJDwH9dSorWkQmZD7ZtldmsnMbfeKnTPCl/ZxekD8HrW+lRPE6fr1DbHTeo30yTu9TPqNXCeCl4zeSzVnpNmhkRe07tw7iwx6VAQlbP/X6KPU2CZw3W4JljI4a1Ds06RMekWmf7H6Nu7TGM/eex/QlLlYdCisEcjN8XZjoqASkB0oQqGrK5zXwr8mjfEW5z2bgdyXOXh8Sdu9KE6uppk2gQAABAABJREFUSRyxMSeCRCb/F06cSqkfA9uB5UqpUaXUu4CvAnHgkf9gO7kU2K+U2gv8Arhda/2ysOhO4N+Ak8hJ9Pfnon/493uKwnIxkaeP+AQqYiUoLREIc2JeGReeVuTWQiNlzuf7KYJ5ReRwiOCMQc8zHsu/dQfRgzJDrLyuTOjCWaITmuxzASp9AfKrRPocmRBeZHlAeKLxs0LaF1WdXKjhF6O4UY1Zl5bk9MYw7dstWkmZe7oRKC1QpA/JRzyzXuwBbhgaSZPcKluSHRIKw9VYZ0MYTbjnB5fQ/SScuVkEFYUlJjNbfDKHJHlCdzXRBiSOm4RmJUC4sLlJYsgjPGnQyFqE52TIHyiKkAMFPY+DE1EktofPRTAljloUVruEXojhRX3WfulOCudJ8DdArcPCbEL7g0FKCxXalDbTxIVB/F+1AXLyDRQU5lCI2DCUFoWxy8LzDY/Y5C5rzkcyCSzhVX/6PG4EMsdcal2K6S1xUgcNAnmD7H7w9iZZ+4U7GfytA2ULJyJpHbEhg3qPR/Y5m/Jij/iQYMIyhzXmd9soLDXQhqb7eZdfLH6UmWuaODGNe3WB9FGP0Ow8J7QJM1s9AiVF6qhU217EZ+ffi93GPBIjvnGOJ366hZGrTC7uO01kTFilJ7+2AvNwjAW/kBtd3TLHrgdXSerIuGL9hSfwtpYYflWImxYcmL8ONOWBeVvN/ii9T7us/sqdeFFZCFsJzUt/dzdeQCD4aBi9zqdzV4s9v1qDt7BBuS+IYWi2fuJ2Ymf1KwVbQjN9icsLn/k6+RVBagMuwRdj2HUf3dU4dw85MSneksdM0ic8wtMGc7dW0UpwlskzLnZVs2zVqGTZpl0iEwLdjo3KWKCRFWGdNiE2Luk6zYxsqt7COlZN0XbA5eBEN7sOLcJpc7ArmoGfC+/TC0PlgjpaQf+jTZ54bAN2WcNts5ImMiH32JEPt+EkpDviBwwi45p7PnoN9Q45UQEU1vh4IVGvB8qCjAxPKbQ5P04ZFD+r2ZBiyaopYhMelSXSGi0NmIxfbJ1LR/GCivxrq5QG5QR96Z3vITyt+dlffVZyXosQnpEWrfJg7roGpSWSWhQoaiqLXWlfe2LfCOag4yUNK8toQ1KQSotgyY9v5+SbxftZXGgwt25ezWsIdi84J63iZkoxdjV0P18lOj6vFr3AwA1DYsg/14INzRp4AcXYTS5m2WD21joq6FNd6DKz3kJbsn52vKh46WvnoVxwErD/o3cx+etBYmcNkkcs0t+KkzwmWZTZ/ZIK4iyvoy1FaG+E5YsmaG0tU7ughhsWhWvXs3Lis+qa9FEf9ZssrW2Sbh/MadyQJnosSKNNMXivzGjHrjBIDRaI7wnR/r4z0jataRJn5FoOTysWf+QIblTgF8G8BBi8XCCWFhgSejGpGL9MwrWv/IvnSD8axg9oghM2VsMnUFQkT/uYTbnuG20y828mFdo1qB1LoXsb1DsUw9cniIwpyguV5KI60sGxK8Iw/kOP/xlV7Vu01t1aa1tr3ae1/pbWeonWuv8/2k601r/UWq+e/9lGrfV9v/c8L2mt12itF2ut3/9ye/d/9DBaQuKInzGYuMJHeZrwlCJ2FiLZGk5Y4YWZXxhkw4qP+ARzSgJtFQSLIuPGkPlieU0Tb3+S3FSCuasbFK5oUOtSLHigwcQVPpUFPjOvrbP2hqOiwFoBnS8wX+1pCstFKJM8LqktviVt3vwKQdMVl2saPc4rpJ8g51SOdlkJXLjwChhbgNmK8qYGGFBcLAKGtv1NjKbETBUXGcRPG4QOh0kfhvCs4M5u/MBTUDdpxYxzQHSrIcHeraSmOugRmfaY3mzQSoks3olq3CiUFwnouW1/k+CMiV3S9P7OxImBk/aYudgVmsqfnqXn0lFCOf+cdL/RPo9/6xTFbPq8GXIXOARLYuiHefHSo0GxJ0x5hC6b5cHvXUSty2d6o8nhO+6ieH6D0lKpKCv9ikafg+HB5AVBwhMmtW6F395i7ZsOEztjUlilSR4zBfQwCBOX+Yxf6dPo9oiftKi1W6z73J2EjoWITCgax5PMbhBpenRcgBTtL8gMZu6iFqsuPk1k1OT8v7zj3CLm/raNYF4TKBls/+l52BWNXRUOb7PNY/QKm5f+693Mjidptnu4nS2cGOzZuYTGVJRWT4uXblmCl3UIlBRth1yJairCyFtc+q85KyKlOEQmFBv/7g6ULzhEs6lIHrQZvcKW1vLBMNUeg/jTklMZLPuYTXmdTm+LxBGbzZ+6g8pFNbI7ZUY/t9rEHH3lyFlvlxaVxGsZKBe6vxXESfiMX2Ix/DqP+IjH6R0DOFEID9vnkjJ2/v3d+Bb0PeESH/Gx3jDN4o8cITKhSJ4RVXDgSIS+C8ZopMT7nDhm0facTXkBDL21n9iIcIXVWIjMO4ep9AaIjincVxeYycWp9nkEyhI4YKVa8yHUDuMXh6gMKM7eYFBd5KDmV4zokEnmsEcoJxSwWrds7oYjnYmeZyQRpNoDbtIVJOMik9CozdS1LdzIvJLZEWyj4YA6HKfe5RMbhtBUk1ZCcdsnP442ZF7Z9dthmilBvYX3hel4yScwbVEenBfRLPbQhmLB1UMUV3nUswaxh2IoX2Lb/IDGS3hkDgi9SBvQ/azMM31bsjHrG+rUejTNTVVip03GPupSuagmiTfHhHE7s1Gx+e37qPZKVyy3GoJDQRQQ2BUjeihIaMIiedonfXi+1d1pwBtmqWwTRfjKf72TWremOuBjXjPL6JUGdl1T69YUlkp4hWH4lBb72CXN1C8GUYfihF+KUOtS1Hs9iosMSot9wjmfRlpRWgoclBDzuQtcsgc0jXaxP01cbDGwdoLUEYVxbwbfgpO/XUxxKWy7fSflQUVsWAr8fT9dQ3jKYPZCV+LA8hJSnzncxElqdNpB+ZrO7Yp6B/zo2YtoppX4V2fl9O5GwHA1Zp1znSS7LFzh8JkAyROgRkN07mzi25pqr3TFnLjP7DqT4jpnfk1/BSLy/7Uv/c9sXv//fPi2zBCXvOE4qYOCsdr353dRWQD1alDwXa7M8UxH/t38crEhBAoGqVMCga73iOgicRJCQ0GcuI89bRN/MUx0Z5jYqM/smjBLlk6gPIV1OMqex5fjvzpP76ZxJq4SbqfywYsIBaPao+jYKfDj4++8m+i4VIvpg4rsTovYiKZtlyI6qll22RlATjzpAyZzWzxy63zMFrTvNIRidDRE4oxHZEJaNRPbgvzFnT9GGzJDqfVqsodcqn2K0qCBF9b86N7LSB61yK8S4P3Ov78bJ6K47A27cDtbXLH5EJNbTaIjCnM+5SA6Jp9Z4oRJ7sIWjYzAq1uvKpFbJRaUwIxJaq8oa0d+s5Dph/toZAxJiz/sYc036MNTmu3/8DVeP7CH1O4A05ssvJCcaBttiuikVPmtuEH+aIbwjE/ipEFkHFZ+/U5CJ0PElxTwzi8J0m6HZFsG8zLTZk2Z0Mkgk3+1iGZWQskLa11CBZ+2/RLxZhVM2nYa1DbXJIQ5AenjHuVlLl5Xk/RhTbVf1I1Tr3IoXl+lMdgiNBTk+KOLaWb1Oel5+qgvwpIlcrpInvEoXNjErklFHOyu0bXDZ+snbic8bJM4LnPNhdeeITRjkDpoED4ZZO6ibtqetWUOs8Wk2udTWupjDYUYenYAfUUeL6gpL3NppgTQb9YVH7r5fvwA7Hz7F+ja2SJ00SythMauSgE4dp2Hd2kRlEb7ivVvPEh5EEK7I9Q7FMGyT6Nbgg/O3UNBASqU1rWIjigabZqJiwIkThpoBd0P2uRWWQRnFYGizL4SZzTF1S6rvnYniSGf4iKb0gKD4rOdTPyXxVQGfWbXiC2kvqCF+6Uuap2KYEHTtq85zxdVJE/5VDfXMRua2LDi+ME+lAdOFOqHUyReCLPwHpfp88E3NW33h2imNJNbZYbpL68QP2USOWuTOTJ/LaU0+eUmtU6LSp/Bos0jmA0Z5+iIxzNf+4ao16cU3U+YFK5okDjrER/WqFxAUlG6Hcr9ithpCzcKzUUNlAd2VVMZCFNdJmCIzEG5DnKX9EuIwps9kqc8yv0m4WlZ8GPDspnX2xXHdw9gliUCsJlRBPPS+QnNGiz5nkvXW4fIHPWIjWkBsQCF81p4AUV0Z5hgXhF9JorRgsgDCayjEUJzGnXLHHPr5TPcPraAtr2aZlosRuGNc2T3aekKWPPQ+nWKard4f806OA+0E9obobmoQfteF3t5idiQgfpNlt6nfPLLDaLj0MpKka1OReh90qeZVjSz0OhyCc/IBmMXDQIlGPz/sPffwZae1bkv+nu/MHNeOXfOWd3KOUtIRCOyiUZS2xgwwfbFaTtvMAKMLZFNBpsoBAooS91Sd6tzzmHlNHOeX3jPH2OqOffcourec2/tza67ZxVFFd2sXnPO7w1jjOf5PY95zG0w8MKK9BHo2d1G1HkK5605DEcRzBqkjsPYgT6xOw0oYpM+hz8s4QXbHtxCbFyKiMi0pryhSX1jjcxui9Ji2HX/Ayy+6oLES9YV4RNBzKZ0XELz8rkrV3zGKJi6UpjDcxvEjmPVpaL1bVj0PU3mmIfVkItWvUtyQAdecC8KjswmhMZsBl5o0nHg/4uK83/2y2xC9+4aP178FJVBEYCsfWAr3RtmCJ4OtWegML9R40RkI4+NaSJTIk8uvrVMxyGf4JyJcsVjFhvTREeNi7fJTW89RL3DoLjC4/SFHvE4La/jLWoQ/kGK6W0DpA7Y5G9uYJcVPdvl1t5Y3hCKkQUb/2ErxXUtWnEhh2hD0ubLI1IBNv68B4DqiLQoRx7WdO+UNowTkcXp2zD1GpfKoNxIj33wQf7um28jnPcprJQhfaXPJHnap//FGrExuWGhwY/4zG6yufTP76faZ/D4c5voecrm+ANrsKqKRpcIWEJZTaggwILiWgeaJlPXQWRS0zgXJ3b5HOnTchMuLheFYq1fU+uVgyd3mcOVf7WT6oDc5AqrfFZ/7Y/47ldvo7jSo5kRMVRxhfx5tdcmfP0c5WFF6oSi3mEwcM85mhnxtIXmNMav0mR+ECU2LjOz/GpfcGcazN1xzBbMbgox+HQLuywt5thEk+krpBpNnpJnRc+ECOXllphbZZLZaxI9EqLRYaBf9VNuD5B4IkrHyzZDv66SOCcpJa+qaptJqRDRMstZ/+f7CZ0MYbZ83DBEn4iRX2ZitqA+4FIZFrXxkXP97XSddnvTh+x1TRa87ixWRTZOP+kSKCiWXXeO8myM1oBDYF4g9P/+e18jcU7zbz+8m3qP5nUf/GPG3uOSG08RnpMZoF2RjoDWIhYZ/pnB7olhrr31INFpn8FnK2RXmnTuMimu+Q1nM3FK2tSZHTa1fhF09L3UwmzKZaAyKGuh45hD6/IynfuFSGRWDbr3yhzRrMuoIHXaZ35tmMRpRWtlHTeiCEzblEYsav0Ctp+8NkjynC+tL1cTOBrGDygqgxod9ikukX8vfv7V4GRTqhFPUe8UiEF4DhHFPC9fTOK8T2GxCMECBUXyqhnh085pZn82jDYhdd00A48brPzyVhpdmvTJFpUBg/hLYaauknV55i1fIlDRxE7bxMbblbgNFG2WrB9vP7MG5+74GpHJBvlVotB++bNfIlBUZF4MUu0zKS/wMRvSiXBicmGorGuQOi6Q91q/ou+lmuwxDUie8Qj+3TRnn1pIdqWJGwLfbLNqTwfaIQwCKw/lRWUbznmE5kXwxk87iI4aDL7pHM6RBDPXelg1hdfZIvaNJMVFBkNPOwTK4GRc0sfl8yut8HBj4N5S4NBHHiR8PIQbNLC2JUmMuVRGwLk3S/y8+FbtkiSU9O7wmNksyUPx8xpsn8qQCBbj56CwzmHqChvDlX129nqH8etlxpM6ZFE+3IHT6RAoQSspHcPqkCJzTBjZy79+P/GzJk5Mkb+uQXXQpzKoyGwLgBbHQ/cezbV7383xsV7OvdHCjUiubqNTMXNXk9IlTYkkMwSekTrt8JYbXqJvRwMvLHbAuU0K31IES5rprQ1KC0zsmsYuKnruO4eT0OSX22SOeMTPieq2Z4/D5NXB/yedwP/19Tt/cHoBqPUFWfbt++k4rPGCmvC8JvtyL40BB3OwRr3bJ5gTFFZ+tSY+2sI3wdtYpnUiwczlin9617cJ5kXdml8tPe+OwyIKOfe3K2il4JG7Pw8N2WT8ko1Xtpm63ic8o3FiYJ+UyrTebdBK+3z+ih/iBTWBAoSzPrHjAcmjbP4GPu1GNIVlBtk1EXlDinY1aZFbo6j1yUbfzMgi7n/Eor6wRWRGs+nv7icyo6n2yNcUzGucuMwgsmvD9L/zHMF82/t1wSRYgOzNDapDnlBWlFwcmhkRb4RnNXZd00gpshs0g48bxE5bJI+bNDoVnXuh/mwXTsQgNK+IjhsoDX3bPdLHRE058JjJgQ+svphfmTxukjrpE5v0MGsGZvvz69yrsEua7DqN/9NOItO6nWajMZQWD2dLUVkgatm5TQJijo4ZREdNrLrcTkNZjWfLbDi/PIBW8tmevyNEeMYg/VKQwk11qv1yu611GTR6XawauFE5fNFAwCe/SlPrFlGN4cDE9VHmNwj95lUhQHkh5JZb+MMNzGtzPP3LS4iPabKrbXmeEmL+L40YGHWDzBH5fVTVwo3I9+iFoNFhYNo+s19ZQOa4h10BM2eRGPU58eJCglM2RkmSXfz+Bn/8/Q9QXCyKUeVJpqHWio7dJqGczHzmLpOw5saFOJUhyK62+Oqmb/Pcs+vIrlHMbYxyaOu/EZ12CU7/Bh1UGdGiQB9Q2KtKhLKa+bUBwc35YFXloB+93UCfinHXnz4nBBoNxYW2KNvHHRb+vMT0a1rUuzW1PqFttRJySawOSXj75A0+nQc9wnMO0UmfyWsVTlJC6PVQg8CskGFSZ2QD9IKaZsrAu71AMyO2pcwRTa1XSwhxXOZU2hBPJED3viaFHT0Ul0lnAC0gguADGUlNmdK4Iw0mrrNFLBeT57G8AC77s/txIjIzM1xNKy4V7NLv1Jj9yTDNlDzna3a8g+nLIwTzivIin7U7307w6nmyVzhoBVZVsIflEYUbbfuqD4fauZWKRo/L+I0RGluqxCc8TEdz5pmFBHPQs7tF8pxDtu1LjU5qKsOgry6w+1P/xlv+4nGCWYNmwqR6bUXsHj1yIE9/b4EcVi2DQBEiJ4OM3SoXi6nLAzhR6HpJVOzxUZ/grEn0+lkqUzGu/JP70AZk1wgLeex2iExCYWcP2c0+Z+75EtFRReaYh/I00Qm5bM9e5ZE4FGjPV6F0Uw2rYLWJUpJkNPCoyel3iE7AcPVF4ZMTEztQeZFPaBYmb/LEMlOWNVi9rMbINw1uuOZQ++8r7BNhwSAOGwR/kKbvEVv2t7xcrFpJzdD3LXRdFMfl9U0KywyqPRaPfuNqxm8IYlUMQrMiwCqu9Ji9u0l9PE4zo2m+P0dtaYv5Ly7AN6XVb9d8av2arv1N5tbZOMtrlBf89nPpd/7gVD4Eyj7dr/jkVyichE9lQFpAXS9baF9uM2ZTmKaBokFuZVBu519qZ3ROGPzdZ96F2RJmZuy8wYFPPsjsZUIJmrrSIpiDtzz0MYyGtCFSRy3sggS9NjMSYu3bmplrPQJFTXTc4E+/8x6SZ6Tqm76zhV3RRGclhsiq6YuEmUBRYoIAIqMWHYc97JI8OKE5mT0u+mFWWK4jJiM/UaKc3eCKGKkhtJ78Oo/YuE943qcyAhPfX4gbEsKNXZZsReaC2CUDNybWnWbDJjyr6Dggt7hWTOHEFcpVzK03Zaa61BfLypyY+5tvzXPgTx+U5HgTXnjoKzhRRaNLk19mMnFTkmC+LWywxJZQXCSKulcVsKGcR+wN05hNRX6NJneJKwre9R5nHl9E8hQi8JlXUnV1uRTWO6ROu9gV4a2+cO9nqHfJz0uf8HDiiuoCDzcCg886WHXIrfcY+ZpJbcQhuCVHvVfTO5IVyH5MPn83CpmdNl7cw11bwYlCfkVbjt8UK4VqjzMik2IPGfiBjf9MhvCsZugPTmGXNfYrcZLnPBqr6xgtqfKLi+VylzoinNj0UfmdGhkY/LaNG5YugROTFItmXIk/bloTnDNoZhTW+RDNHpfOgz6hrEf3xhnMuiK6K0z2SofCMrksLXhYU1xoYQ9WCWYVtX6Pe7/yRyTPSA6t4cC1H7mfrz/0OS4OBBGdQOqoIn3cp/OrEWlHLnIJFjTJcy6R188Qv+Az/JiPO9Lg+a2XU1oIgYJB8fIGyoeZzQGcZEgYnmFpm4noSEue5AVpSXbsMfnsZ/+Nc6+1mb2lBYZkoJpNyKQqpI9KR0h5QvPRFuz49JeonUwRyJukTsqlxBlsSYfk2nmqCzxmL5e1CnDhDpvwjMYbahCeVZKH6mou3GHRTEsF2PF0iOgYnHuDQXWxVM1o+Oinfkhk3qPWI6hGswX4MHdJjFYSCpc3SZ5z8fcm22b9hviin0xROtKBNW/jBSUxJZgDbWmaaZ/ohMR8tRLi846dsWj0eiz4V6j2GPz4i58TpW5KLoCjt1l4IfmOisvASfgcuuz7XPvRrTz4izsIFjTZtaBOR6l3ys+u9WkKy8TrGZwzCWd9AiXo2W7QyMglt5nRzF3hUV4AM1f6+AFN7aluCIrY0QvLxS420ZIQ62vrZI76pIfzrH1gK41uSaEau80kv86juaxOYM7Et2H6RpfEKQPrSJTUCWj0eiQ3zoMB1R6TFdveBUDhmgaBomL90jGBZTRhyQ8qBEs+RtUkdQxacU2w6BM8FKEyEOClh9eTOe4RvnUWb1WFYx98kMoSl+B7p5lfLwEc1eVNPnbff4m+Ycii8xWTRocidCqI0YLcTeJMMByFG/MxHXkmXyXFBbMG6WMa+5sZUnsD2BWfnt0+bsyjkTZRDozdEqA25KLGwrT6W7/1XPqdPzi1AedfL0n14RlF/JyJXZWeduG2GuEdUb7wsQdxYpraIofYqDwYTkIxuylIoCCDdzei+PBHf0QrDuE7Z7jqw/eCL5v/ifc9RLCgqS5wSZ4SpWppkY/T5QiCCXCGmhjLK/SPZIWc0658SosEkj78A5PkeZfSkEXqhCDH7DIXb8up/VIBWDXIrRSvktESJZddholbO+nca1DdVOfCG2HgORc7bxGe88lukA2GkEDrt33xy/RvmqIyCP6msgCgwzJvsWqKgedaOINN/KQYzQNFzbUf2YEbEbtEbFwCn8NzMosMT8usy2iJ2T/83TQLH/sAtR5JT1/3L1sFl7dHTNrJMx6epHbR8dpxjCagxOPnRjSdBzW1LpPCE330vOIRO2+Q7ivhB2gTQMDwNNUhTWRW0/+iQ2jcZuAJg9lNFk5c4Ybg1n/4OG5UEucnb5XMQburTnVJi/l10t5av/oC+eUBgtM29QNpiSJ6pIdW0qfR6ROd8kmd9vBCivCojXEyKvDorKJ/m0dkSkKDW3F5FpwYBPMw8fYWkVmf/FqPI08ua1NdNPreOWK7w3hhSJyw8BbX6TooytTUSSFDBbImHVdOM7/GprBSWknBLMQmNKs+cKT9XIsHuLrIwaoJu7U8ZDJ1pUXpyV7MpiJ82yyBSRu9vIryZB30vv4C3tmYJNvMCTO5/53n8EJSfc1crnjHpz4u0XXtl+FI63/dRw+QX25T65Zl70QV5SGL4lO9ZNcqpq6ySD8bIrs2TPIUpE77ZF4Mys0/D2fvMfE3l6RFGILyUgFezF/mUVos79N/bY7f//aHSZ4yMGeCDD/mM3pbgPJSl8YzXcxvEvHGxC1iJwsUFJv/+n7Q0POKS3EpOElN8JzQaprPdBKYN+nYY1ycoSVPKkkUORIGH4GcG9Kt6DikiU36hPIe5YXQ+6KBWbRophWxMfjMZ99KdnVbNt72LSZPiYgkNqEJngmRX2aBksDy3IogkRlNvVcSTOyKeHlrPVIJ2yVF/4ttMENMLnmBkiIyo9FBj9E7IuQvcbjua5+g2edQ7/doxSWW7VWhXavDo3unYuGjH6CZUGQOy+HvR0RBGixoyiMGC68cJTyn6Nphkrx8lpnrXQxHU+s12tAPzdorThOatLDLChWVTMxASRM9GRAVd6crHa+rgsQv+FinIhQWG/BIB6kzHt6KCoV1DkZDYZdMYnvDJE+31dTHA9R7wIlrXvn7h7AqBoWDnbQSYhl8NRJQZ4M4cc3RlxfhhUS8Obs5jjZEye7bEJpXzG+E2uIWxWVQW9pkZrNB5YVujBMxLtlzD+EJi7lyVFTXM5rw6SCf+cY9nHjfQzTTiuwGUaabTVlbweNhAkVxXShXYZc11cXyzAQK8jPKQwaVAbEWVvosZi41SB80qfYZBEqK4SeahKekYr9jzZHfei79zh+cyoeO3SZ2VVO9oiYKwZom+a5xgnujYMAf/dtWmr0u4fM2tV5FeE4TmfGpLhARixMVw//X/uyN/PK+T9P4VQ/NpMHQUz5uVHP9B/4Aw5PU+WZaNpmuvWDP2ZSWy8zuhmUnaeRDFJ7vZfIaA7uiCeYhfUwLzX+9Tb3TxI2C+dZZmjeWKK9t0r1XU1nmUF4oi+vVqKNmWtFx1CM0L6ouw4H561sEj4UZ/oVi+nKb0Fy7EmorDbuet6kOiiqu+PN+end6xH8Vo2cXbVWqtMvOvckkeC5E5HQANR4md7nDz565DKsmm7/hyqzqVZi1toTQMnVlCLMhFI3ep+TGXO03yBx3QMPMpQZDt1zADauL4qDppweJTGtqgyK+smqKqet8AlW5aeaXWugb8vBYhnpvG9U2rYlOOoSnxYozdZVN1wGXVkzILF4Avvlnn6NweYtgTjFzqQGGZvjGCxhHYpgFq4370px9eLGA8l9x8S347oceoJkBu2wQGSozc7VmZrNBbMIjMqM5/oGHaCXlfU9famJXNKVFkBiTjkCj16O00iFwJNJu28l71SYkzsLkqS5Kqx3SJzzCsz5eKcDc+2rkVgpazwtBq9el+V89IjSYNShublK+uoZd9Xlp+yp6XpQbtH994WLrsrwAqoM+rS6P6qAok8svdouV4ukokXmf6DmLmZ+O4EWkdRuZ0vTsbjH1rYWE5jThaUUgJ4CPRur/JGxoby7PPbGBQEkTyvssWz4pm7MpB0T8PLR6RNEMIuyq9sjMx/CgsKnFwFOKekk8b8kzmsGnxH6hXEX/i74EQU8l6DzoYdw2T3haMXqPD4Yms18is7QJzq1FEicsDn78QZmHL5H25tibXWmTXnma6ISmeUkFlPxb81c7TFwrB15ukyekpgVOO9BA0Yy3AQBBxcylkF9ukTkiGLnUSfEHFpeK7sALQvq4JpyTEUw451Pvkq1Qm9Bx1CF5xqewDIpLBXZiOHKAtRKa0Jy0RgNlTb3X58V//zJuBLKXu9hlhV0Sg37XNhu7oujcbtMYdEjvs+h8xaDR71FcYhAoyneUOGFR7zRI77Zlnn+LIwEDhqa41Mdoychn9NkRfBPi75xgPh9nxRermC1JfiotF3j96YeXEsrJBb371wFBUSYVrQ1VqgtcoueEFGaXoLTIIDYmY5PcRo9G2sA+GKNzh0XqJHTuk310xX1HqK0WEEh4FtRwjVUPbkU50vkxG9Iqvxiebsg+5EZ9ug7U8QICYZi9wiN/VbON3xT4QnDSpmeXR/xwkNQJcDZW6DjsUT7cIUKnw0nMhgR8Ww2oLHVY+/mtBPOa2HAJw4PqkI/hiL/47z71DayqwqornKjCqJrYZUXmmPjbayMu8TGPVrd082Lnxcf8qh9/5tIQ7uoK1kiFx3es/63n0u/8wWk25bAJlH3cmkVoXuHbiolnhqgu8IRjudAjcs4mfcoXSkenhNYu/s8WkdtmLmKWmnGTN376k1SGtMjfPzRLs9elNGxR7TMupsLHxzzmNoGT8IifMQnNaXY8vA4rZ3Hnm1/GS7oESprico+XP/sl0selGsovl0VZfaqHrm/JTHNmi6LrJQv6xYRmVzW1fvGelkZM3LCg9cqLfILn5XbbSMnc0KxDvdNgyVdkPpfdoOl5xaOV9Cmu9tq/t2LyFo/yiMZqiPQ9dcgicUYTuWqewWdcQqMBwtMGzZSIpnIrTWYuhdkbWlg1yBwVOIJVg+oNIpiZ36CInRdLS26lTTAvzMjxX48wu4WL6Rv1Pgk+tipymQjPabpfNqkMiO+s47CD+WSa1KkWblgzd6VLdQAKSwIon4uQ89lLZM4aqEp1/a7970U3TMqrWqSPQmDSpvylIZo9npiwGz5uSDZLqwqVewsoDfd8+6MESsJFTX0vRvfLCrWgysQtsrCv/tC9F32Dhquw6pqufT7lQdmU+15URM/a3PyGVyT/cMLE8ARbN7/ZI3HKxJ632kHfbUvOeBzflkrVtyFxRFq0hqPpPOyQ2hEg/WSYVsxA9TewaxIJV68HLsbN9e706duuiZ63sEsGpWU+/dvqOHHNnr95SGwkGsoLfUKzJjs+/SW0AZPva2G9eZZWUlFa6eAHtYRnd/zm4Eye8glUfKITYvnJrlX4f9NFMyPwivq1ZYFgP2JQGRBQf/qkR61PM7dZoB9WzmbiNp/MTpvIpCa3GsZukxZxz3aFGzIIFjWpg7aIp37cAQriB4KkjolX0i4pjJbCPZCi0alZ+IsPyqy87a/NvBgkNKcY/c4S3LBCj0YJFDSVAUX6FRtjSQWQCrPWI3O+zoOycRdvqtP35vOE8uLZbWyoUR5WlJb4hHI+8xsM4ucUzrI6wRzER5tUewziFzSzlxhUhn2KixXNXofcCptWXA7L5ClFMKdJnPOpd0nF2UxD8U0VWnFF5pBixbZ3UVnsguVLu/60g+EImMJo26yMiklhtc/clS7xUybRSRlHgCAEQ3khIJUWKVTO5tgHHyQyZtG1WxEqCszAC8j6qv5HP92/CHL+DWmpml0w6gqlJVtWeZratRVmL9PoEQGeWEejWAUTswn1XhFx1ftdnKioj2NnZWZp1cUl4EQV0Q9OMHN7i6PfWE08UcfJuOKpjjZwEhrDU5SGbFqDLbyApLoAdC7KEShqunYZVPqD6KVV3JhP5y6TjueDNDNQHZKqMzwtkXyhrCbyjila+RBu2MDJuOgVFcyGiDm1AeXFLuFRm0BBQCa8kKZvWxWU5qo/2YXS8Gf/+n6CeX3xYq98WZduxKTjSIuOV0xmtxik91hEZn38gDx/zUsrpE75kml8LkpgR5zUkf8fk4P+R77cqAQIT9yi6XjZxo2KxLg+7GDnhFvY/7zcmisDBh1HmrRSAvX1Awa5Pd00MzLkzq+Eerd45+YuUUzt6iMwJ7LnWq8mfkHS06evMAWDlWrRSkjb12rAwAsuv3z4CoySxczlYii/9v4PUlwoxulWp3fRw5hbYUGzPbNZqIjskRDe0iIIzxrUBjSNjLAelScWF61kOO7E5KZcurIu4c6rhHDUsV8xv9oiftbASDcpLfEZufU8kbM2gZLCiWrSxzSReRFetJ7upNZl0RhqYTXAD8kN23DEomDNBQgUNdm1JrUeg/C8T+SFmCym9szs+Aceojok8W2thCD2enYKjQbk0Eue9XHjvmDXFoPyJImi46jD5HUWpSvqnHu7omuPIjBnEZ4WpZtV1dQ7ZT7d6hDVrrSMIfGtBPgQPheQXMPBlmx0J03+8m++iReUWeS+v3iQZkZj/qSjLXYR8Y4X96j+fpG5zWAeFd6x8qSFbtbF3Lzl9sNk1ypacaEcATTSiuryFk+cWcnkNbIZffAPHsFoKYyW0W7lKpJnPHJXt0gdsli6ZpzKIpfojEdsVFNa4VJe5BPO+lT6Lf74Iz+htEi6DIyFUVpjlxWL/9WHBTVqCx3mNhjMvKlJzytNtKlZ+HCL0+820QZs+rv724IUSB1XeCHNZX96vxy6J6MUX+ohec7DzlooT2GvLF38fkCESpUBE20qopPyb09dGcZoKd599zNwXDIvC0ssBra1I70iioEXXYae8kmf9AjkFVbWwr8zL7FuZ6QT1ErKM9tMKoqLobxArAWdj56mvKZJbUsNswX+jXlqA1IVaSWxWrGzFrV1dfq3e3xg6yNkr5BZZGmRbHhde9rxe3NaTP9eGybyxhpsLJE+bDD6Vo9Wl0dkZ4SZH4wws8WkZ3eL4MFIe5aq6P7wWZSHYBdLNtUhTWFpiFYKsmtlb1i15TzpEz69z5k0OjSxCY/ufRJF51tQHjIIlGWu2XnIJfRUXIDogwprb5zOnSap3UHCs4rJqy2qQ7+JEFMeGE1F7KwpFVBV1nz+OrlMN0ZaZNdrmgnxLCZOG1z2Z/fjW5BfJUb/Vsane59PbqOPF5CuTjAn7GBtSRZrZFoTnjXIr/eIvBgjUDBIPBeWzse8Ri2oUt1cR2daMlLISYJLZVDIV05UQPWNtXWpvh4douexAJ17Szh70oTGpYIunEtjOJLCkt3ioapSMYfn5LJW3C9wlOJSKL+5jO+ZLP1eHdMRu0yjz6H/RZd6j6Z0RZ3UcWElT+3sIzBnYtd8hh5VhF6OSfjAUnkeEictUid9mhkhRwXKmukromDC4z++nMiUxmxqnFuLhGfk+fc7RRzmhhUT19ntz6/NZ679Jnqu67/CzF4ql+tAQdwX9d7/xe0oKBHVNDoV9QFpyYVHbRLn5Dbi2cIhdEOQWxlE+dJeGr8xQPyCtN9CWQmFXfBIiUaHJpgVU7E73MDwBEygbs0ycbPGifvs/auHCO+NyMIxoZmCaq+FVRdBz8BzPmZLk19msfau42LzmBJTe2WBh1UVL2StW7VjudqIuH4Hq9IW0SR9Og9omZcdty6a1Bs3lbGrGr9igy/zlPCskP5bKamWvUIAo6U4+8ICAkWIjYrJupkymLzNvZhDGs65ZHbZ4qM7J20iw4PuxVnSR4RclDjbpmXUNPs+9SDZ65qMvP4s9R7Nyi9vpXsnzK+1iUxrlKup9hnMb2w/mCHN3CZFcMak2eljNhT5VRIZ9dzXvkp0VNHzSBCjYFHtl4ojlJfPrrBS1JPpky5GzaDeJxu2+AZN4mcsWqtrKK3pecqmtERuiH/yw/fyvX/4FwA2/PNWOg4JfCJxGhr9DqXVDiMPQ2E2TqBg0OzwGVw3jRPXdO7Ky0a+tsz+H68hmG8TewKiDmrFFXakhdaw4BGH6mKHz/3qLoyWIjoqc+vmxiqzWwwy2wIYrub0gUGSRy1mLxFz+8Ife6i+RjvFXvH3e16DtiT6LDIlYiEvCDOXxuj/ToDBxw36tzm4pQCTVwWxK4q5dSF6nrWITiqqg7I5lhdoYm+eYuTRGrUeRWmJbt/2dVtNKnmLzZMJKsO/WUOvKhxfDW4P5iE6JbFc3/vBTSTOgv+WLJVFHrnlIQmIzhhMXmUxu9Eiu8akNuTipjzcbRlikzInC1T0xSgrswnBgqLnFclxnX/NElTZIhGvMb9B4+5OY/fUafQ7hOYhOC8otdDRMOM3Gnzt1FWExgJEp0S5abY0s5sFd5dfJW24zK/k8mkdjqH2JGjdXiTxSoiX7pRM0vxaqcyyqwK4m8o0M4qbrtvPqUeWony5BAWyJn3rp6l3SwvebEr017GXF+JExHby5Ls/Q2nYotZh0kpJuo/hISHfHkxdaVK4oolV0wTKYoGz66IuLa1yMBZXCE8rcqtNkuccqXh6RCCVOG2QXy0in46nxe+w6LsiPKyMQOKU0H3mbmy1qUVK1nvGYepNLeInTSLzHtFRCy8gF5D8Kk1zsCWm/dV1unaIGK3jkJDWohM+4awm+esoXtnGmgzSSmmMpoRSuGkXJ+1TWqJJnfGJ7QgzePMoThTe/Klfc+LeCAPP1bEa8nnpqEt0XGaGN244SmafFDDFVTLucJI+gdfOoXxFdTpK8EiY2U0xGmlDOjFVk1bcwGwpovvCNFOKyoBJ706PyIyi1mlQHrAob2oQnXFpLWhe7HDlVokV8IY37kF5cM+7n8EsG9SWtIQZ/ro51LYU1X5Fs1OTfilI9z4HL6DwhhsYTUXfS5rqoGJ+jYXRktHezBaD5EmxmTkJTWVVU6Irf8vrd/7g9C25taVOeaIu3WMSmZPEcuWLkToy6+DbitqwS2Gti/IU3qUlvKAM2a3OOvmrhBIxcX2CE+9/iPCsyPNDR8P4lswYmy930P+MQfK4ycovbaXjiIPyYePdR7HWFikuAWdzGTemmbrCxH7jLHZZM/vXC3HafXKjJQbh+vVl+l5yCc9rQjnFd/9WNvrwhcDFm5ddNqgMSsVVHdToLUVikz6t8zFqfQrVNLCrmv5tDfFc+kL1rwwqohcsenf6eGHNht8/RGG5pCAUNrUwShbJMz7NZzqZ3WTTTAvb1EmAXTBIn3RZlp5lfotPbcAnu17zi098mokb4JK/uZ/Q6RBnH11EMCtin+w6RezaWcojimZG3meP5D4TGTVFWXnWp2sP9L/YJHVc2lRXffhean2a/HKD5ClF174WblQzfZ1PZRjMoRp9OzzyS+SA6HtRlJqmo1HX5LHLmsSLslkaniTGtJKa5Cl44+c+SeqGaXwb8ivkEqQ04Cv6nzQoLrAJj9r4pmbgeU3zm70kz8D5N2Zw4tCaihIfk1zX0lKf3ifbK1OBOxPh4+ufYvQOm46dFnZVkTnqEx+TTNf0oxEeevNXCOd8Cis0w0+4DL/pLOEZERqVhwMEQw7VHsEf6rkgVkValbV+TeXaGs0On+JKWZmVdxdppC1USxGd0qSun6beo6l3GVT7ZS4YyEub8MLZbrJrI5gtqT7NoIfhiZeuvFg2P39QIutefZUXSHhBMwPllS3Mllh8sltc9CUlmkmF5yu6doqlK36hPfubFZFL7IJGOQadO028AIy+WToa9U6JI/NtmLtMTuf59RL4/uolqenY/OyNn5eQ5F0xQlO2hCanxXaz/PZT2GUFT2QAmL21hdvpUBmSrkF83Cc0UhbM5bunAPEiX/q6Q2S+HkMbcPsDn8Qua8JTJp2HhWZk7YnjhuDLgy+3wwVkpqZ8KD/SRzMj1Wz8guwjB975BSLzHuv+ZSt3ff6Tku/YtsIGCvLc1XsAA7yYjzkVJDrj07xG1IONlCJz3GPwMYPo0zHsqiT5DP/FCcpX1YkfDlLrF0Gc2VMnUFKkj0sM1/TlQTr2Gdglxe6/E1JT19MBRh5roFwIFj0iJ4N0PyL/5vRlZlsRzkUMoFG2cGKKyKEw+VXInDVtUFhqMHuLQysm2o1Eb5mhJ1t07fUJzwn4I3nEZtXqUcKzBpUBg+Jql1PHBgjPab70yG1Ez9qM3xSm0SGVcnDSJjrtM3+Vw3M71uDcXSB52mfgKanQMvsNZi5kcMPtrsKIQ3GFhx+Q6t5sKFCK1AkfNwL1XnneRt/kgQ8dRxooX9P5TJDiAjnozVZ7ltmC6JTPsz+9BDei+PkXbyAyowifEyvg3MlOwrOa2tIWmcNyqcitsMmuk1g2s6GITDawS1AfdgjPSPJR4hyE52Rc1b3Hh7qJu6byW8+l3/mDM5qq48Q01V6ZNQXfNIMTUbTS7bSNmCL8l5MAxE9ZxE5bGOuK9HwtjF0xMBsa82iMzo4yXQfkg1n0s3up9baH+N0+qeMSqFof8Kj0iQHbD2pmN9t0HHXZ8fIK4j+KC2T5eIyRR+ukTkDt8R4Ka3ymLw8SmfVJnRYVZ6CkiD0Zo7BEBCNWFd57TKTa8Quaeqf4E62KInPcpRWH5IosiZ/Esd89gx/WNDp9SLdIn2pw7vUBomds3AUN4uek5ehsqtBMGFg1xaGvryG6Ok9+i0PiUAA/5mHXfKHlBNqeSQfSJ3y8BQ3KAxZ7p4bQhiZ5QtGzE4atGDrmCu0kJ7PHRrfGC0ukUf3JbkJZmRUH85rcyrYKNS6tJbuqKSw1yC8LMHtji/Ccyy8f+ByDz7Y4dt+DODG58UemJEE+mFOkfxEhu8oiMqsprXDILzOw6mJ58V9KU+9RlBZrisuE7VnrVcQviCLXqmkqj/ZitKBrnwATaj2SzJFbKfL5+qIm0UkYv1WTfW2NepdCW1rEDO1NIlhsRzcF2vaaK4romMsXvv16UkcVuXU+qRPSHqv2mQSLmuISxeZgBbPhM/CcjxcymP6PhZJof4kmu15jvpikMixZnspRBAsyW4pMKdymqB4DOZP5tTaFqQTlEYOu3Qb5axtUH+klmFMc+OSDeFGf3o3TdO8V+INyFO/78C8pLfXIXuIROhChmfYJ5TWRSQO/0yFwKsxHbv0NCvr0Ox4idcojecqn70nBxGWvdOh53mRRZ5ZmBiLfSuEFReFZHRAodr1XUx75TaKLF4ThX5fp+bWNG4LSYgFkhKcV3S/LPDxQkNludELTv83H2J7kbV/+E0mkCEN0QlPvkkSdxKjLwVcWt5GUMnfu7y7Q84xFdByi5y2u/vMddH4zSn6VZuZ5ifDtvecC459YghuR50UbkhFrNqCw2KLrQBOzAT+49wEWP/1ewjOaW6/fR7PLJzou0IWOA5LbmN3o0UoqrvvLD5NfZtHzSp1Gp6bzoE/tDUXMBkSunMe3ZG5eHpH4wdi4YuJ6ReTJGNlLhADmRBShuSa+qYiNu9jrChz67hoS20JURjyiY9LmTz0eIX7BZ26DwB0Cl+WkHamFZ+vENPMbNcbfzFEd8pm+zKLjqMvsJYrcSoPUCYifReICrxC+bOKkjIvSJ12JzOqSjoC5vkhqZwA3LGlNvfEyaJjdYsglYiGULmlw5rmFcjno1oTHLeJnTIpLNU7So97rc/APvghAKOvjLqmTW2mCp+h6BcrFME5MMXW1rCGrrhl8UkLLe3fUCE3Y2CU5apQHt96yl5nXNfEC0hL1FjQEQfiEjbZg/CZpL2fXaxodMr7RCkYedXCSmmq/QSirKS4TnGh5gbgBcms1oRmD7O0NoicC7Pj0l8DQlJa56IxD73+ESJyG7NoIrSTgiwf+1Uum0hIYPrPFYMl/OgT2x37rufQ7f3AGDFeUjQ1N9K5pjC934VvqYp86OuVz5rmF6BvzNDPCYG1ciONExSCsb8/TedgjX4wycbNQcJJHTOwKFNa5JE8qcms12hBFotmSXv/9r38ML6gvgrez6xTJM6CXV6n2B8mtlVt874sCGigsU8y+tiHesAbk1vrYVQFE1/o0uZd6AWkFxkd9chs9DBeqvSZd+x3KhzooLjao/rSXgaehezcYcwHyS0P4UQ8vCCgBWLsRTWB3jOYbCvimVM7FYoTgeIBQTtO1zaI8ICKT+ChExyUzc/vnv0TnY+JxDfw6QWhGBAGNtGLZt+6n88UAHYddbv3AS1g1sZegRKFXGfIveh2baYXXftjSm+aIvnaaRsqg85AnHrqXAozfZHPDZz7OQ//xr2z+6/sJz2nO320KF9SXqsG3Fc2Mz/wtDXqfa/+ZJy1FgR5oBp73sSrCCK0vavHGDz3D5g/vI3eJi9mUA7TnT85QGxSF8tIbzhKaF9pUT08RJ6YYeFJhH5BFkD6mqa+u48bF/B4s+nS/JKhEAH9fElU1qfd7FFYI4KG00KCwQjZ+L6BInfS54ksfY/R2g2bSZPJqk/xKOWDskiJ5wiA27kmEW4G22lPi8XwLkruDpE5oMptm6TrgELlg4UThU3/5LYLHw1SGNU4cFv3oPgaf1uSf7MMPGAz+apbunYrv/e1rMOsGdsGkb0edQEFIPNVBD5WziU5qvvX5Oy+uoUU/u5dGSgATM5cLdSjVWaH4+ipzX1+Ak/AJFF18E1RTQs7LV9UwmgL1L9zYoHOfwq7C/LoYc5ugMdwic1iROlomMiPCmdgFREy2Uby2M1uEkBOe03QeEHJT447SxUzSyastwjNtC8m4hxdQzJeiOBGZr6dOezx8ai3NpEF0UZFWUp65+W+NMP0nTay6jxtWNDOa/HsqGI5Ek1UGApQvaXDPtz9KbHeYRpfi1y9sIHbOwA8omgub5O6q03ptgcQJSzpLWkYycxsk7aSRNnD3pWh0gft4J6njEtwdnVSUlrlYVfEAl5ZA7KxJYZlY5CrDIWLTHrVui2oxTHTao96lSB01cCOK+vo61/zxTsrDBs5tRQC6/ynAyfc8JDaNhWWSp+FfX/tNzu0com+bJJ/MbhKbW6tDxHib3n+QVhK6d4knubCliROD6bc0MVqKzoMe9U6Daj5MYYXM/hpdPmPPDZNbGcS3NPl1Pmq4RsdzQawqdO73CRQUjaUN6j3C/DVrBnQ02fT5D6FNTfx9E9gnIoTmNbGTNs20QXJXiML10gYFyK5VjN/p0UwrCsvCJM8KA7iZ0kSnfd7Z8RLpp0NUhhS+pel4PETokhz1txWoDAtAo9ovFXJj0GHwWRe7ArnlQdyUixeEyJyP0TQYux36toutKzJl0Oz06cqUaCUleWrThjMQ9tA1k2bKbCvCW/Tsduh50SA+5hMdE7FZvUORPgqpE3Dm9wIkz/4vzKrNZ+MECjKELz/RS7XXIL8KOg7JATdznYe9IU/5QhJ3pEFsVKMtTStmYFU1zV0ZZi416P9+gMxes82+hcRdU9gFUXL27JQkk2aPS+qMQ73X50s/uYPIlNA66GteTGsP7Ikxc6lBoCCWgmZSgnbtsiL5XLhNpdF07DPIr9JEZ+TDf1Xl5UZh5hofo27wX3/4LxgtmZ06GU8SRMpin5jbIDO15muK9DxvSvKDhvQRUeGG5jXBn6fwFteJb5lD1yxi45rZ6xwKd1QJFnzCM5C9wsGNSqL8TUdfS7XXEJh6h8DZd//dQ9R6ZYO03jyLEzP46RNX8IEP/opASROZMFEakqcU1asrlJZ5lDc2Lt4g9Q+7mDraTXazT3nIpLKyhf3G2YsikDd8+ROUR2D+El/yQBuabV/8Mq2EorAcvLRL38MBCsvF+tBKKfpeauJFJB0hu9qi86BUdaELAX7ybzdy9FNr6dhtse69h2klFee+s5RAzqCwyuf0k4uITXmYTY/K890svfvUxYDj+AWfRofBUE+e9BGJZKv2GDgxRWm5tE3d1RVCsyZGQxI3rIamvqLB1TcdIjbuwz3ztBIyF0mcNqVtPqFInIX+FzV6eZVw1ie7VryxraTMJ+u9mtJSj+7bxrGqmtwaRWFnD89+46tYDQjPwmc/+k4CJeh72RPO8V5FfoklFqKWzyPP/BfNpFTKZgMiE4rJq8JEpjTNtKJvm3zPuTVyoXj1FZwVWH5xKWTa6ReFuRjWK3GqA+JDnL4iiBsVGb9d1sRejpA4p3njdTsJHwjL7b9TMfj7ZwlmDew5m8icR3ZjArsuPkcJd4abNx4hWNAsvGKU3lda1PoUuVUm+fUe6qWkiG0Wtv2TOc38nQ0aGfEipn8exapLiIBvKaJPxwjlPcI/SZFp2+rq3YrYfyXIrpac1b6XXQKPJdvQAMXsFR7hY5LWo025qEVHDeITEkUVPBsk8VQE7+W0HJiWJMGkTntt6LvCDyi6DrgE8rDwnlP0vPu8gC5OuxAUnGAwq9hy1XGJCqy0L+AKJm4U9GJyd5D5dSbhOY2TENFf8HCYZ75xOY1uH/vXSQDOvybKtfd/UFStzyVpphQf+fF7ceM+hSUmsTNW+/eE9EGDQx99kL3fWIfRkr2kf7tL7EiQ6ISmIyXz1cJiEy8kOL++7WIvoqvZ9j1qgQEcMOj9zyBuRHHoow+Cks6bbgqkoN5hEJmUYInKUgfd0+T87kF+/N7Pkl8tPG0nBrEpj65fBS/ukdrShEYDOOuq1HoVWgllKTwnRci9X/gQxWVQH3SxaorysKK1I4P/bIbMYUUrJr7hwWd9rIJFtcciNimjgMHHRQk9fpvMfVOHLErDBkZN2tfBeYPqU4JNjU04nP/2Usz5AP3PGczfLQhF3za4cJciv1Ixc6OLG5W9oLhUc+fHnie/Ejr2SYLQb3v9zh+c2pAv56rbDtJMQWLUxYv5zFypya/3WPIdl0oxLCb+UoBX/uEhQnMmc9c6VG+uUB9ycWM+8+ssuDvLr9/6Gdy4Zmy0k5tv2oddgdlLRWl67u6vMnd/jdCcgRtptwMHTDoeD2HVoeNQldCcxg/50nobdCktglDBJ3z9HJVhmaVoU1EdlE2sPGRw4n0P0dgkJ2croVnwc00wb/B7X/44c1e72DWNCnmiont9lSVXXGD9Vaewq5rGqSStuOKzb/8PQkflYA7nfG778DYqQwo9G4IfdWIVTKr9iswum9TjUYpLDRrdMDSQJZgXcdLU84O0tlRInm2jsxbDsm/fjzalZZvb201o3iEyrfjuP99J4nyL0JzmvvseJj7mEdoVQ4c9QidDNDvkQX410aNjj1wkOrfZ5Hf1kDr5qk9U46R8Rn4lquHcep+Fj3+AwloXu6RI7QtQ6zLIHPHAEB7r7CWyCGMTgglspgwq/SbH7n0QpeHCHRZuWHHsi6vp2SVgd6umsMtCTPJtReG/1fnGfV/g2DNLCZQ1237vX2jF27mTT/cze5XMK72w2Js6drdDhX8dJTqhGXjeo97nEyj7pLcH2fO9dTSTBrVmQOAFVUm9scsQm/AoLhGwdKsaYH69wl9aI5QVsQULaph1oTWN7h6glVCEVhZInfDZ/Jf3o1zZzLKrJY+xkRQ17fwNLTInZCMfu9XiO+VeqoMaq6rxltQpLZf2pBeS6LXCEsmA7d4F3ttyF9eQ2RRRmdfZYv5Sj+iUj5m3qQ55dN44SWlYwsJ9C9z+JrU+ReZEi8Jy2PH3l2JVZaZttODcTxdjV6Qb0UwYlBbC+F3i4W10KPKXODyzfS3ZtYri14aodVkEigKAiJ+US0DyrC+ovYwc5qGDEVpJsQZVBg1CefFft9rezNE7DEqLxfMLslabKbk8GoM1qt0CLKj1CJXJLprURly5IHZrMkfFPqY8QAvg228HOWeONiXyT8lzE8iaODHNu+57nNKIhZOAfccXMPmfCwSS0mtizdn4pghzDv9kJbEx2QvMuiJ3d42FP3MpLvOwbp+/GHUWKArm0w+IpSiYNdBtVm2rz2F+jUXq1ilR2fvg9baIjMsz2Uxrkqd9rLrgQi/5b/fT6FC00kIoGn2zT2WRy/xmn+YvuuWi1qPRlxdx4u2Qal+yQc0G7P7bh2gsbWI4kF1p0eiUrsT8OkVhqUHHLovKsOgiwnPCAk8ctYnuCzPwnMvvvfJBMocUqdMufdvrzL21Rn65IdxYoHPVPChwygEMF0buPXkRBFPrNigv8ul/0WXgqd/E1gWK8udzl3vMXu1SXO5T6zTpfVn2qmqvKLiDeYe5zVpU8jWTZgfU1tcZesqjZ5dPeF4oal5Yc+k/76aZkrFQadggcFgQihfuVhCUBK1zt38Nd32FJW8+Sfdu+NEPrie2Io/7ujzBl+K/9Vz6nT84MaTN+PyLazHaBKSBpxApdd3A/+ss/Y8IRzR2xmTDP2/FrkDXCzaJX8VIHLcIzpl072lRKEZ5y199gsiEInnQ5tSfrCRQ1Iz80sFswfrPbMXzZPM5/fYvURlR/PWHv01hBVQHNG7UprwQFv3UoXtPjfQBk0BJUe02mBtNow0YfM4llPOxS+L9qw57LP7hfZinReQSnlVMX2bTTLfZsfMWbkgRPBukvNRFn4xx7Pgg57+9lPwaTeK03F7/+JH34MY0tSGPwmKDX37jGpJnfIJzBnNXO1h1EaZYddmEA3l40+tfpPajXqyG4K3i5zVOU6gYyoP+Fz0ik7KhO1GFG9aM3ySEEaU1Z+8RCPO/f/N1FBdZpE+6xI4HeOA9XydQaD867W5GfrWYwRPnW3hL5ZLQ6FRkjop6b269TXhOBCORZJ30AbmJl5YIDckNGTQyYs5XrrRySyMGraQo/17dNHNrNOFpg1YcysMGhaVhkuc9vJCY+K2qwq54lF7u5t7PfhgnLgf4jV/7JK3kb7in6f0mTlRRHRAa0qt+ytJCsO6ZZeb364RmDTksewU3yG05jO1J9n3qwTYGT1pgdtXHripGHq3yoUufIbV+Hqdm4wXaxvxjUYIFGHzGp/OgpnFlhdqZJNM3S8pLbFIOHuVDfr3MGJUGezxAecCklfKxKgb/dOB24uckyi20P0LHXoPkOY/yIiEg1Ra3qPUqcnfVqW3v/M0a0uB1t4icChI7a1EeMujap0mcMpnY23dxhulsqtD7aIDouCa7OkCgoBi/WxCIhcUG9W5RfBqOlkzOkFTa8SOCkWp2+kRPBwgUDIIFqdadmKKZAScu/0mclQD1vpWzGG0kWuchR/QDQGV5i9HXasoLfHJrfYJlH6tsEJ7WFJa12+lt8I8XVHQ+HGb+2haBklig4qcsMoc0fc8ZLPxRDiclSSYoyeHMrTRJnJOZWOo4jN8coOuAS2hOlOBuRNO1T/PN/7gdq521Gxq3icxJUkitV+FFfRpdQiK68R27sCsaqyiq5tArMWa2BAnNmTSe66TzgDzfZkPa9te+Zh/BnEEz49MQPRQdO2xQMHmwF21J1yl4TkD5IAKm/EqZB8bPCws6Nqbp2+4RzGk6XgiwZPkUmYOGMJrD0LlfUx+NEygqYhcM3vbOp/HCmkV3nmXFV7cSPRLEbEnYg9ECHZB1EMyJdSN1yqfvZYe5m1oErpmXDON1TcZuMbFfjlPvVoy/xeH071uoI3HRDbQjvC7vOU/ytE9oQjyXp7+7DCcuqUPakqzL7Cqb2U2ScxsoCOuYa/ME5kyO3PnvdO2Rz3pmi0FlWELqI9Oa83cG6dojF+XwpEnyjE90f5jZDTYzW0T/Ue9WxM/CY9+9ksiMpuuAQ/e+piS7lDThKYuOHTblZS6Lnnwf1v4Yp366jJ57z+GbUDqXwt2WITz/21u16v/NWMz/aa/Nmzfr3bt3/8/+Nf7363+//vfrf7/+9+v/z15KqT1a683/1//d+p/xy/x/8jo8OcPlb/ss8+sVVlWROeHhROSmsu9TD7Lqwa3YVUiedZm+zKRrf9t47EEzoche4jHwlGLBx05w7nPLmbnUIHFW4rCMlgiCOq+dovTLPkHfedKGKi3xsXpqhHfGhPDf4aNNzZLvNzj/YU3olZhQa+qa+Us9ul8yMRxNedig0anp3eGTXWsSHZdq74ZPvcQ/rvspm/7gAXLrNDrg07HXpLSINuxdbpSBksb8vTny+7qwyyKDd2M+4UkTJ6FxOl1Gfg7za2xRyp50aaYMsmsVZkPRyngYmRbGhRCJs5BbJ9VK+rhwVBMXPKauNGCgTuaJMPOX+AyvmKH5zV4q/Qah6+dpPdmJNoUp2kpqMkdoz+vURZ/d9M0uF97zpyz57w+ISX1aUVng0/0KzFwOXbuh9PoK9fkI4XGZvzoRUbGtfs0Jpv9lMf/xhQd45599XFIilASDN9PSoq32GzgRaPR4RCZNohOaYFloSV5I4qRKS6DV5TL4uEHPR88w9pWl0popaGav8gjOWMRGNR1Hqox+TKMOxPGCGmNFhc4fRJh4nUP4eAjfhtQpn53f+xjrPvw5Sss8jKaEBxTWOUTP2RIVZ0n3g44m4cNhDn/4QZY89x5iOyK4EejZ1aTw0TLGTztovLYI21MEyprceo+e7Qbx8Sbn7g4SnjbwA0JpacWh66BLPWMSqGimr4D4OQOjJXFl77vnCb75vduwK1IVv/l9z/CjsxtRz6SlCljZwp4RPKMblqizN162m0cfvpwTf/NRAC55/wPMX+4SmJVZWc8uT9SLNyuiF0xq/T4dB2TmrBZVMQ/G6N3ZBEORXRmQ1mhaUjyCZZ9mXPx4pWU+kUmDYFZa3l5AFNehgszmGhtrDH3DZPS2AF37NNM3unS+JM9tKy7+xNhki6nLxXsdnZIKNTrt4VuKWrdB4jVTFJ7oo7LIY/ApzbaffoJN9z4gtKoqRGZ8ISoNG8TGfZoJg+isx9TVCquiiE5AcZkmdVxRWKFJH1UE3zSD991uCksFej74jMvcBpvUaY+5jQatDo/wmEV8VFO8u4I6EseNakKz0qL3LelcBEqaQEXjhGUEEB93OP8Gg5FfaEojFl5IEZn2ya2RdqEbAXNTgcT347RiBvNXOVx435+y6LMPCKQgqwjP+WTeP8qx44Ng+6T2B/jA1kd44PHXsH7zGY5M9WEeihHKyvPhhTQjjzaYvjwsLoOEKJujE5qO3fOUV2YI5h0u3BEkfUTa6V5IQCYgdj6UQB1mL7Ekn/XKCbKPDVDv1fS/6DG70aLroMv05aaoUjd7JI9a7P+zB7n2/g9SHpA1GShq9n71T7jl2Y9yds8Qnfs1rZioee0a4EP8jmlmCzHMYzFSJ31KC8RnnT4i6LtXsaHKg0afR3jCJHXaQ71/jm3rfsrmv76feqciNqHFgncc6l1KcJ4N8JdViYZbVE6kiUyKRqW8QFrjkWnx22bXCOClfGUNr2ERPRGgldZEx2QNaUscG+7q/4XtKKqtaE0fl41mfp2Bb0Jhc5OVX9lKY2mDVgLyyyy69/rUOxSNjEGjbZyOjFpMvMbj5Z0rqAyaZI5AeQTCkyaRCYOOox75J/tQGjoPirTeiUN4xqDnP8OU1rQYeKHOmXu+RGTC5NzrI+gLUZopTWVEoOmBdAPD0RSXSIB2+hhUf7+Itb4AQHatwRNfuBqQqKx/vP0/SZy0KC4W83V0AkpbGlRGfCKzHvOFGMqTbD6toHunwg+AF9SSC7pMEHitJBQXWTRTBgPPuXzpnV/CLhn0/8jGqqv/E2NToTxNZNZn+goDa6RCz8+C5FdCZNJkZls/8+sUkVlN7IsJyktE8Ws4YFcVuTWa7A1N6r0aLyiijYFHpbdp1RTOoCj6vvz6rwqk+qAi8K4Z9OEE0fMWXlAzv8knMufhhTV7dyxl6nKT1//bJ6n2GZhNUbNZTbEIzG0UhmpkVtqJgLQgV8gC/fy9Xya7WRSAPS+YzF5icHD7UrIbNM0OIZZ07DFp9jlkr3I486YokadiXP+6vZLqcjhOpddk8dckoSM2rml0yFKoDgog2qopCusdArMWsXGfRo+HE9V07QbrQoj0KY8N/7yV6CsRUndN0kxrxm4OUN/VeTHHr7quQfKcQ8dek9nLNZWBIL07NLX1dQafqeAFxZ6RX2bxkT/9LwxXLCXxcY9an3g6v/2t2wiURU1ttOBbj91A7WSK8Jz4IINjAaJjispCj1bGZ/ApxUv/cikdR7yLayi3XhM5b6N8RXQc3IhBPW0SP23S6NL0vqQJFTzQENgtFKH5dUF8Uw4IDOEL59doigtNYlMuhU0t/JAPvrRMnRhU1jcoLZE8y2BO0/FoiNnNQToPaKav9QnEW5QWIQK2dS7lEcXoLQHSJz3JUAzKYVTtMSWnNgpbOi9w8OMPEpoymbjeuLiGAkXxd1f7DOYugcxxl+JimZ85YYPQjIG1skR+vYcfEvVtxwGBXTR/3MPsFZrkaU14RlFcKDCByRvkApvZawrjNaGIPx4jOqmJTAhO040oKsOif2imFJd+Yjf5VbJPVXtt+p41yK4WT7DRhOIiQ1TiAWgsbRD8VRInYpBbr+l5VuqWzv3S9QvmNDPXeUz8fAF/fv0vCczYRO6a5pF3X09o3uDwtiUE9sRoJeXwfjW68Mz7Deob6gQKkDkkUIrKoOL8m7oYv8tj9LYgyoVmRkLMrUvzNDo1xVUutSEXbcLoa8BbXiV+yTwXjvcSKGo698vct29Hi5nNJnZRxD0de0yKG5ts/PutAsw3oLzSobRYnrcze4cI5BXTN7nUuxWBMpRWODQ7NPkXejGPx+g44rH4Q8epr2iw6Kd1stc3aabB62sSnRTsZuKESW1xi6nroP6zHpZ+9/72hUuKACfus/C+E4K5PAMjV42hL0Qpn04J3zeMZKZWDJykprgMGm/PEyi2D0hPMfJjKVissoBZ6n1+e2/1ySRqv/Vc+p0/OLUCc3mZ3GpodGoik7JwOl8IiN+wadLoc+k85JBdZfL5Tzwkc6eKDJ29sCa5L4AOaIymIKXclGwq5aUuM2+py1BbS2xOsKiJTAvrsBUzGPqFQXZViKv/+F6sKrhpl9ioMGG9aJt1eCpKsQ1MDuYVlWGF90KGei1IOOdjV9RFAPKx+x7kC//tLfQ/k2foqRbJsy3qnYr+X9gkTypGX6uJ7oxgri5RWegL+SgtSrLIpAhwXp1Rdu33qA5qwnM+o68x+NSp12NVFOM3GPTubBEoyv/HLstCK40YxM+CPhnDcOVQ9ILQedjDbCrmbmrSSlroqEcrASgYerJG1x6I7Q9hVeV91HrURRpNY3ETczqItuCPv3aviBYSivxTfQw9UaW1vkp4TtG9UzF9leLf3/EVIlMGflAS6+2qptHnEp53ya5VBMsabWsqSx1Ki2Dd2w+TOS6kGjeiqQ55/OH3Pkh43KSyWKrt7j0+sQsQHTMIFCR1ot6pwFek9gaEqDPv8/I3N1EdlllOdVgzeU2Y9LE2+aYum5fZlBg6LwTJwzbx81LNZA6IkrX4uqqA5zfLPKW0pkX1h32kj8mz5sTEE1odTRA6GWLyapvU6SaZ/QbZdYq5jQZ+xebke+R0zW72aGyo8Q+H7sCsSzVf6zIwWnJZaHZo8MUK8fatT+D1tIgsKzC/UVFeLoAONwJmRxPV16CRlCXdTPxmacfOSVRe914RsxXeIlQduyxq8MkbNZP3tEidkJt2ZFrTvKzC7GYbNybUrHqPYuRRh94ddS7cZaDqJqppEJuQOZDRgsTuEP0vOHghRajgU+sxcKLyucZPWpgHY4TmFYEpm8QJSwDjXQ6RqSZzG0LkNrm4IQgWfHKrDFKnPfb8xSWs+cJWuvc7GC1ZQ2ZD+K7xcY96jyZ+xiC3wqLRL5aE0kJF10EH50SCjldMOnablBf6MtO+okZhhVjSminZNMUeA6qp6DzUlJi5BVVKS31yNzQkYGLYpz7otuf/kDzvojQ8vGcjgZLCjSjyK+XPrJp8HsWVHmYL3L4mtRGX2IEQXkhRWAnpw4rcank/5RGD3h0exWVgFkUE8+lfvZb0UU3tkV7qvWEsQbISKGj8rhbF9S3sCtjLS4RPBPnzTY+RvODgRhTVtQ1Spz2ay+ugxC+eOAeNjHCZ/W1p0ltmyewzUb6ilfKJn7SwjkZpPd1J/3MQKvo0UgbVboPR2ywCBUXvzqZUbJc5hM4FiU17jNxyHjcEmVdEoAUCaXESmpEfCzUtPuaR3m+hfEXqtORyzlxqcOBnq7ACHmO3RlHZAF5I0mkKKzXxS+fQhvCTg3MmuctbaAXlFQ73/+HPsSsas2Fw7McrqPcK+3vi18NYVUVk0qDzgE/igk/rrgKBguSGosB7ugOQKMb+nwbIrbAxWvL9z26W70VgNopM+H/hg1NpCDyfIFBQmE1FvVeiuKLTLqUlHmbZxC6YzK+zserw/v+6H4C5LeClXJpDLYprHVRLbs+NTkX0nEV0UvP3N/6E+DNR6neWaGZg8FGT3Cr44V9/RpIq2lFThgOVPlE6qqZBsOiTPqo4+4Yv48Rk8+k45mG4Wtq0L7dIn3AZ+bpBbrmJE5XgXoAVX7ufWrfB+b+wyK8IYjYkfUUb4iUMzFpEp32cUwlCMwb5TS5WTVNcAsnzHmZdNspGp6I0YmI0pYU3+JRmfncPmeOSDF/ptyktftVDqJi70hWod5cimFdM3AxH738QqwYf+ecf0OxzyLwYZPJGn+BYALsqrZfZTRFqPQaNbiHYVBc6BPOayWvkszl769dxOx28kMauQCstqjbxnIZJ/jqCb8Hc7U20pfnYF+4VaHhF4NKlhaDCLvllNrELMHWNJpA3OPSaLxKeVhz6zhqqPSatuGRAgmQ/OgmpDN0I5Jab+LaiemkN34b0cZ/GqjqRC5Z4VsuauU0G4axPxz7hDi/cMkYrqQlnXZSryByvA9JythoiMvJt8MJCpOp42xjWqhIb+8exq1qESDVN93M2X/+rz1EZVOI5rSlKK13i54z27yIe4fxqTSCvSJwBLE3kgkX/izWssknXL0JEHo9jNn2e+cPP0ExLPJWEcUsKR2TG5xs/vo2/ufxhLNMjeQo6XhHYR7NDk3k8TOcjIfI3N5jd0g54br+8kDwj2VUW2tYYLydxQwIP6TzokjxqYZ4Jk18pVVy9W2GaPq2EHHrS/oOzbzI599oQQ09oFv7MZcPGM7QSAj03XCgt8Zm/r4bRgvm31NAKIjOSAdvskNixrv0NQjlFZdintBh6nrU4f3eYWo90U1op6RgFijB5o2Zug+RfTv1+k+RJeT9OVLoE5UEJT64Ma/q21TArEtdn1aDSbxGeVRdpNTrsUVzhkXg+TN92oQAFytLh8GzBxylPMb8mSKPXpfPnEXTKQc0GGfnDk0THDMLjkmQTHVPMbbCprG/IfpCTVnbmCGz//JdoJRFV/YxJ8qxH11NBVEtRv6SGb0owfDgnGZ4gh+z4zcJQjo0avO+eJ4iNClWstNSnuMDC8KQ71ehUaFdhVETkZz+fxI1p/vHx19OKS8zcwm8p8itMIgfDmPMBopOa3Dqfvpddtn/hy2gL1De72PPXDzGyfJrgvDCYlQuNyyvUug2qPSbNtITBh2YNUmc9iosDFN9YITBtE8xDpd/k5J5hlBZB0dCWCQAiU4YEMxRaeIvrZN9RpdYHoXmYvhwWv+0kdlmx8Y2HsQ9GBW1nyPoO5iU7tri/k3qfKIy79rv0/tomdRLQ8LX//jqsumBT65dVSJwxKI8oOg86cjDfOMfU3Q7FxQaZL0tb2w9IC9uuSchGaTHkl5vUeySGzo1IXF0roags8HAzDmdfHPmt59Lv/MFpOIISc+JSmTgxn1bKpzJgET9rQl+DzCFB2AWKElTtRhTpw4rApM3AryyiZ2xi54WU0VpVI379DPM3tPj0Q28hv9ZH701SX9SkFTWIn4ff+8wnCWYN/vTDP2DmUmkbFVe7YtBPtciuVZRHYPF/3idRWnVR7CkfOg9ocisCFJZYqLbwyl1Sp/B70i93FjUIz/t0/DCCG4LZLREyx32yqw2CBc3wEw0KSwx6dvm4MQ1KU1gl768VM0iddeje61Ab8KgO+YSyitktMHWFKHzHb/dJHwPePE94VhEs+DQzmtCkqFrvf+uviE75RM+brH1gK9FJn8/+1dvpHcpdbG2nTvqUF/j0PjdPOCsgh/CMIn5egy+2gYEX5CKw5Pv3ET8SwImLt63jgIR5A3i2zBgyt08S2xtGRzzcsMj4lS9Vq5tx6Xk8wHMf/xe0Kdi9o1sfZN1Tf4iTAG7L0XnPGKnTQn2yiwbhnI9vQfcOYbPaVbCqmlUD03hBmL5W0/V4EBTs+seHaKYUXXt9igsNGh1SaZ0810ugIHmU/dubjN8gaTZmS4uNZqV8X74JRtRh8rFhmo0Au15eLtSpdlB59Q0lflbcRCirmV9rEdqUo3OnSaCoCWXl52XXBDn3kY8RnhUvZOYVi1ZKUxkKYVUU2TfU8AKK0dsCBJVBoKAJzynMJqIofdcU9S4DJ+7zL1+5h754meJisRWEH0+w6sqzzF3mM3M5LP2MGOBf9dRB+/m8pEGwoMkcVO3ZuEdpuUut28RqyEUHQ2bHXhjs7Qm69oqq9Htv/lf2/cWDdL9sgqEZvQNqvTYnHluK2YRml0+jQ3ysxnMprJrG2iNS/sisjxNX2GUhUmVXh4iPedgDVdyo2E+Sp+Xftmua6qBk3ToxIOBTG5GoscEv2+Svb7Q3BbGelJZ5rP7iVvq3eUxeGyGzIkt+JVTXNCksly6S4YhntGu7hVkVb61vCaWosEJar9EZj+zNDeyyHPCRcYvsG2pEDwfpfVmz+6Xl1Po14XnRQEjihiZ0KkTvNkXp8jqBIsze4HDXyTvo2d0iNN9GhX5olFDeQ4d83FKAeq9m7FZZp68qxZPnJLO20esRLGi++9XbQMthHpk0JIKrIT5ZowWh8QB2SToORksOkIHnfeyqHAjTlwVpLG7y3nc/Tv92UWnbJYMLb9Ks/uJW2YfeJXal2nf6serSZXBjGuuAaDcisx6t1TWsmpCZtCGfm709gdkQdGRxmUfmkKLepel+7Rjzvxr8zZrxNBc+In5g71hcuLoR6NynOPboMnwLjn1lNdqS6k+1YfhOFHIbfVInoGenT26lxeAnT4mNZRiMuklpoUKbiq6bJ3CzYYIFH9/WzGyxsRoa7+FOMi8E6XnFIbvGJr8adNwlPirdJj/iYZcVA8+U8QNCFfNWVjFc8MLQ9YpB8mBAADC/7Vz6v32i/Q96GS0t88Up8drFLhiYNbkZWDVN9JUIgYpwF5PnHbwA7S9JQAH5ZaYMmrvF+pB4MUzt8R4y2wM4cTG6Rqc09kwAJyrcwleTMv75398mYdOmoM5qA5pFX5OB9MijUsZ37fOxahrzxiy5VZJakD7l0EzD9KUh+nY0CB4OE39YNpLA6TBuSDF5PSRGfWITPvmlBh2HPZopxdzGMIEy1DoNlCsMxvC0gRf3KS1U5JbbzK+1iQ2X6NlJ++Zl4IV93vv7jzPwa6FgNJ7ukqSDDoPoBCRP+/TeNsa3P3sntW65Yfo2VAcMdnz/Y1Se7iE6YdBcUyNY8kmeNBj/J0sy7Hpk5mi/dYbkUYtWXBH+kGAO77x+D820ZnjFDNqA4hKxcKRPupICUveZ3N1HaYVDIlMV9FrUJ7VlFoDBxwyspmbTLz9CrV+CZlc9uJXEHgnDLZ1LMf7UMG7bqxi/ABM3SCWdXSvfTSsuYrCJ7y2kPuDSs12RXS/CqjVf2EqjQ+ZmdkUG/05MPlc3ImSos/cYNFdIxVnrUcxd6uM2LSrrG7hCRUNpCB0Kkzqh0Ka0mKv9CrUjyU+/eT2NjKK+sIW7LYMbVeRualC5rE5uhXQq7nn5XoJvmaF3Z516tyIyqaj0G4TnZLMqXVnn1Lse4k3v+kMaXYryCodWHKy6ovnNXsqLPGIXpFV/9MAImSOw9Dsy8zn568V0v6xILigwfnMKr7eFE/+NWr6VgPDxEPVuRW6NVFpO1CBx0sJs0EZAyswsPiEQ9tRpl/kNIuD5o7/5Yzb+/VZyqyF23iAyZtFMCrGnmVIEs2KDqPaadO+t07knLx2LkthYzIZUiU6sLX5raLzzMTr2y8VHDjJFdp1UpfFxj/ioJjhhExm1sGpw4QMe8V1i6QrNSzhy+qCBtmB+rUXnQZe5sTRd+zXRw0EMV9F1QA5ar7vF3DUOydPgB+Qypy2F0+VQ69P4AUX/TwN0HmqLwkZ97L0xDA9mLzEI5hS9O8SHXFrusvRtJy56grUB4SNhwQyeDFD/u35KwzatJNT6fC48upCpq0ysvEV4wiI8owhNm7zj0h0X7XXP/+tDhHKa/ufEn1rv1bznvkeZu9TDaEJuiysbvi3Ct9gFTbPTo2OXRaNLGNRz76gzepeWjgYw+HOThw5eixOWMU+rwyO1J4AbkyqueLCDVQ9tlTSQouYTH/shrbRHbUh85fnlJmpcAOy+Dd7752mmFfUejRcUXnTyhEmo6JE5CnMPD+HI3RO7IoSt8PYYjU4IzymGnnFwI/Dnf/UdmZsrib7rPOhK6ENdUR/w8IOw6CcOO//5IeoZg1ZC88q2FbSS0jmJXRA4QmmBYiBaxM4ZzG2WdXLsvgeZ3SRBC7kNPhfuFgpWeEbR85TN3CVykcrssWimNU/8/DtStR+IYR+MStv+ihzp4xXhcb9S/u3n0v/tE+1/0Mvoc7jugx/EjcrMpzoordHOg+1ZhAfzayzqnYr8sgCZE0L+8UIyxzIb7RitNkFE+VIF+KaY14tLJMYodkE2X8NVdO6waGaETOQkfLyQInbOJFBQnH1dkGq/orwgTPysweSNgv4rnk6z8OEK6YMmM5faoDT1Pp/5NSFqwy6zVwuZppUQoYJVNqj2GBQWG6RPihgnMq1JjLoyZ5rz29E5EJ306XtesgINpy00OJqiPCQZmIkrZwlPmfzgs7cx/cZ2jM6VJWpD8rO8gPgCpx8botYrFUfytHg+g3nNxvseELh5BF68+t+odYogx34sJbmCeQjPa+oP9+CFkdzAr8nt8pkfbyGYV4ye7KEy7Atjco1i6gqTwjKFEzGIjUL0nI1GBvahOZPZ2SStJExfZvAH//gTunaa3HTrPloJGHi+TrMDenf4GN0NWmk5BLr2a8oLoGu3IWBzLRuNtiW6rTIE6YMmudWiYjz1rodIn/IIzylKV9QJz/sXjf6tjE/nIY1d08S6q6Sfl5mj++pMbm+Ib1z1TQIl0LkgvgX9L1QFqL2qjNmQLkj8go9d0nQecUnuCxDMaRqd4JdsAscE32bVNIcfWYH37W5qPUE++LZHydw1IRWEC8kzPunnQ6z+4layq0MEcxA7aQt8/L4vMrcJEqfb30kFenYgiDdb09hSxV1bYW4TtHZkcCMw8gN1UaAEUrkEyvI9xi8o3LCiPCKbYCOjCM/LeohMKGYuCeDbMH2ZSfoo5FbJz3KjkDwDa952VFrItxUuVl7dex3CcxJAfvrtNiffl8KNQOp0i9RpmcPbVYUT05RHFOM3GwTyivxqgXCUF8r6HHjBJzJuUlgihK/4eVF1e0FIPR2mvKjtq9MQbWc0hubkv0ff4NO93SS30iA65eOkPJyYRXVAsWbhBFZWlNH1Hk1hsSniqoZJxwFNPWPQSBkUF5oECxCec2ltqGLVNPayEl4IvvLA5yis8YlcsDjx4+XY1d9cTAaeKZM64+BGNBduD5C/rkGjyyc6YWDWIXNE03lAE8xC/TK5PD7yzWvIrZOfsf6Lf8QDf/PvVPpMAiVNx4ZZvvjk7XS+YlLa0MQsWBRubND7+gsUl8g+ZdYNSoskas4uQfCFOL3PmZIQUoHZjRZuxWburibl15Yx6gblq+osuHwM34JgToQ+A7eMkr2hyb7aCANPK/qfNTA8QYWmjslhZW4o0nJN/IC0mSPTMsMOFnyqPSZzm30CRXnGQBCjhRVQXOPQ7HMEtjJsYzbgU9/4fTLHfbr2+3hhmN1kySGtpbsSmofJq0KsenArC95zikCxHeDggdfhkDzn4kbgztftYNdzK/EDsHrjeWrDLms/v5VAUS6AyaMmwRmT+JhcOhZsPUn6sCK7XoK93cEmWz51P/GzRjtxSrKSjV+lya6NEZ7ziT0w9dvPpf+7B9r/qJc7H2DyWpNan0/3HofYhbbdYHOQ1GmfYEETKMGRDz2IWde04iaRKYP4BZ+FP6+2RTAat9shdVzauMmzjpjIs5rohEjWjRZkN7sEimK76N6j6d9WJzpqEJ2WrMj4qE9ozsCuQa3XoJWAnm2CCtMdLR5/+DtoQ8zOypUhtRuBu7fsI3ZalHaJsxJIHBuFVgrcmGZuo8HUVYpX/uEhmnETq6qxqx7Jcz6lTU1yaxVTV2vsnMVff/TbmC0h+DdTYn9puWJVya3VpJ8KSUW0LUFwTiqKYFFTXGxQ21AnUJLPo9GpsCuiHKwOyuHcs6vFG//04+TXaCrDmtJiyN7cIJz1aSUUxaUyE5q5TDF7mXw/raQA5JetGic0b0jCy5jYSwynbRgPyyKtTCSo98nhFT0cpLGkgQK++udvorRQseMbG2kOtZjbEEYrySSNbY+QWpXFDb2a0i4RYm5EM/JYQz57QxMb1cRHpRLNHNbU+nxeaIAblMrIOh+S/MQhTedhF7/DYfImj1qPwnghdTGUOnUCohdMKgt8/uZD76cVF5O+E9fMr4tI+8/QODEDP+hTfmuJ4lLQSpF+7YTMeyKayJhF30tNjJbMpZppTWXAIH9PhZ9/8hZ6Iu1UjYwi96aqiB2aAiD3QsJp1SZc9f/4I/q3+VSGpeLpe7FAbrUifVzg+pGXonSnKoKJswUd5sRNvJ7mxTUULIoKNDrti8qwquneK7izyKxP7bYy1RGP4qYmjW6f937gUQIFmR+nj2vya3yqgz6+CWf/dQXlZR6VYpjUcQFrt2ImoYKPGwW7aBI/a9Czq8Hs5iCzm6UVWx1xsVeXsMvQuUcUw1ZZVL7BrER8Fd5TJjqpsaqQOVwjcaFF8qRk7ZaWyNwZoLTSofudFwiWxAbTccyj6wVJAQoUobDMIDhrkl9uYbTg+MsLCWUlosyNig7hHX/9K0YeETtEYYXGDYvitHZthdlLAri5EKXr6pjbBYv3jn/+GAPPCIzeLkuQcuaYz1v+4nHGbouTXxZAKzmQMs+GSB9RGO2voLBUDuZWEgIHonQcdWh0aoZ+LSONzHGXrV/8I2p9mvnNPrnd3QQGqoTzHuZ8QNbL7jAXXhjBbAmbNnVcKuer37YXJyGAlsJSIZ5pS2IG7XkLPROkMRnFqijMsyHO7B/EWVeRLpoHhW8NkUpVeeQnV1JaYFJcKPNN5UNhhVy2rGeTEkyuoTxoiu0pbXDbJ1+k1qdYtmacUNG7yLKOTiq6Nsxg1EyUI3zm4hIuinAKiw1mNxngiw0sNC+iJbOhMJtCOes46nH8V8todmgG3n2WZpfPudu/Rq3LxFlbZdvnL8NfUCc6rjjxwkKsoolV4+KFsbxQY24oSqepqjnwxAoaHYpAUQASXU8FqfcogkUBQKCh3mlQv7WMG1JU+w3Gvrr0t55Lv/MHp4S0ijBo7DaT1FmHRqciNubzlk89zvxGTfpki/Wf3korqXAiiuqGOi997kuce22U8iIfL6hY9qUmbkjhRKGwOIA2ZWbghaCw2ic27XLu7q9S3thoBx4rZj7WoLShSWGJqCyLiw1qCxxBOgXAdGSRVvsUummy6Gf3CsT7rC8Hdklz+MMP8syPt1x8P14QylfU0YYifVyIL+ljEm698itbUVpTXih/17cU0cNBOtuUl9go/NkP3kV1xKUVN+g4IrOpwvkUyZNCFXGjCme4iR+QirrWKzFkkWlRkdW7JXmhMuxT65NWp9FSzF6pya0KUFogD3rfSx5DTznEd4Wxqz6Vy2t075YWeOd+SRcBOSR8G6ZKCToPuuh9SQxHcifxobmpQmlti0++979IHxABxNCd56VdoxW337yb3AqT0Ly08QYeNWklpPrObvDxbZifSRCZ8/japx8gc1DRcVgLLuu1wYvJ815QLiz1HrHLLF4zwQe/s5XI+yfFz+VIpRWeUfzw3x8gejRI9zaLjqMebug3C04b8Jl7v07PDmEIx6+ZxWxI0oMfUJLC8XyS1MvjxM+ZVGajuCmPJX96lGI9RH6ltAZRMLspyFvf8zTRCY1VV6ir8gSfSzB1hcUPFz5D4rxPK6kJvRgnt0rxjvc+KTFSec3EGxwyxz3CWY/Y0SzRJUWcBFQWxuk8qHEjiuLlDToPNZjd10P8nPhB3bCINjIvBC8+c/WMHDjVHoPU6Sa1HmEAB4owc0eLwAsJFjziEZgIYNUUD/38Drl9OxLZltlv0L2rfQDXZU6U3BnCcCGYExFLbrlJZEqTOCWt4eJCAYfHRmWs8vc3/oTm6QSRWZ+5W5oYjoQkJM+JTaG4wqNxNMXsDS28IMxviFAZCFBcJj48p7dF8pS8n9hpmxP7hqkMGlQuqVPtNqi+tkSgpImPS/em2e0RzAt6TQ/XMZpyuU4eV8TGFD/6+O1c+99fwotoOvcL6tHpdeBkFLsCfYvn8GdDoCA8JyraSp+JF9KUbqniLqkzdZ3mWw/dSXRCAgPcmMZqiFAGDfU+qYa9kFxEtQXxCz7RPxun7yWXaq/YUWY3WpSWykUmddig47Am8UiM6csEhRgsyFx+4PkGoXk5MGs9isgknCp14SyrYS8pY20skDopIp9Xgxg69ys69hsXyVrhGQPfF4vM8jtOMb9Jk3kgKva3ZnvWGYHqNRXSx6R6TIy5VPvFM+qF2qMrDc/8zdWwusyJc31Uu02UJxW0Vde43+vhzD1fIjlYlG7Ndo/uvQ2suiY+6mOuKGNXxDFQvKqBE1U0Rlo0U3KZG7/dJ5iT5+nMLxdjFw1ufvv7aKYUf7vpF7TiitDBiCT7zEgrvRUXIVF4VpM5DM7RBHZN9oaePRKS3lpap5WW8YA2oNqv+OLbvkZsSuhdwecSGK4UCE70t59Lv/sHJ3J7Sp4QwHl5QHyBvq04VB7EaCm8sASpJi54eAEY+IlUd/HzEJox8G7Jk1stIAPlCTYsfh4S51vEJnxWrB4jt9xm6Xfu5+wt36C8WIQogV+mUBWL2qArIqAqdL0k7Z/49TM4UUQwA4TSDToX5DCbmqmrhYtZWOOz/Bv345tc5DgGc5r49jCZE02mXuNSHZSDJ3XaI1AQY3jqBLT+JMfcFp/AdfNUBg2699Zw4tI2Sx2yyN9ax31Xlnq/R+aQQaCqqV1ZwYlC5oWgzI5s6N/moBXkV2mULw+M0pA+qvBtTTOl6d3Vomebwg39RoFYz4hSVQK8TeLbI0zf4FHr08xepkm0cWALH3aITvkEbZf5tRaNHg+7polOSRpGd6qCGfT4b4/+HtoAt6/F6R0jhHKajucD/PpXW7DqUBvQ1HoNEkdy2JU2yPu8idnU9D9h0UgbvOY5gUPP3SWXG7tkiMx/zKCw3pEWVF6j3jbHVDHBgl8UmXp2kEBZhA+F5aKou/PTnxRBgtYUF0hiwquJ8bmbGvzV372P3JuqFzF8ybM+1QHZDHMrLVpJcEa66NrfoHOHiE52/2Qt+akEwbwidDpIMy3iof/8xk0SSnDYozKaEDuRCZf92f04EfmuI7M+rV6Xxz9+HY0+j+A9M4QiLZSvxac7mCL8oyStpE9lwGTydpfCCk3kSIjcn1RJH5NNrzRkSYv0lEP2SufiGkpccMnf1CBY1ORWBuXZvjJLKOvTkalgNjQT19iYdUX/i66kogQUC959iuRpuSw1OgzmN4iYStvSZmumFVYdKovEduHbtJXIAjKo9WmBVWQ1f7H9DZh1RXGJQXJniGbSoGu/x9RVNl7EZ+jXmu49PvZMQGLGbMXslR6dBzQ67rJ20cRFS1dlmUPPLrF9DP3AorhCU68EqfYpykOSshPpquIFIHkaQvsjlBd7bPzHrTQ6FMXlHqN3GvzgsWsxWqL6rfYrep62iMzIv9H8cQ8d+xXRSZ/qgGQ6WnXZh0K7YjAVJHpe0l+aaVmX4RmD8mLv4gGy4eqTRKd9+l/0CGUVkSnNzG0OhX8bpjRikVsvfy910mfgGYW1OU+9RzG/QeanPbt8DEeyVmu3l5n54waNDlGfeiFNfp3HhZ2DxLdHsLclcA6mmL+1gdOe+RtNacm34gov5hGbdAnNaToeC+NtKONrg9QxxeQ1IQJFsWQV7qgSvn6OxFNR6q8rcupdDzF2t0/wiiydBzTVLcJgbiUU9Q4DfSxG4nCA4vV18lvkmXMiitxaWPjYB3C3Z9j5hw+0M0Qt8ptcwlkPY3eCUF5TXujjV2zyyxWqanLDW14RPUG6QW6zixdUVBa57ci4IMmzHn/+9JsZestZOg849F4tI48X//3L/PK+T/Pez/ycRodi7moXvaRKYZmi2q+FmVyGKxadI3lK9hc3qml2+PzTH72HeodEI1aGZO+ev6ZFsPDbqXq/8wdnb3eeWq8EvNa7hLKfPq5xoorRTyzFqiqaCVM2OQWZ402mLjdZ/cWt5DZJKyTwqxSlRbTbhwIWKC2C7JogtS6D0ccX0HFUeK/X/OG9ZA4qGm8qYDU0dned5HELbWlqA5r5S+RQze7vxq5CcbnMBjkSp/nrLgD6tikS54XYY7iK+Jhm998+dPE9WQ3N5DVBQqeCdBzQlBZCfpnZnjNKe3Pbup8SmTApnMlQ69WM3RzBqghdp7zIxzoRYW4sjV0wyG3wRUx0Kkorqfn4J35IabFYQ4qLbKJTkhrQ+mCO6LgiukByBv2lNay64o4HnqXab1xU7S34iWx4F14nrZTInEetX7Pgx0JP6dwtpCKA0dsD1HoMjO93sO6O4yhHmJ+zW0SEMzmTQo2HiF0wqHcrkq8E6TioyV8lM2on4dN79yip4/LZ5DZ10OzQxMbk1qeVop6RuWzX0wE692vs4xHsivwdtAg2wmM22eubdO0uUdrejX4lyeT1SWLjmrlLhU3a/Yq01IMFn1DBo9ZjMHj3eULzmsg7ZJ6ReTpEcQl0/DhKZNbD/VkX07c7YEBphcS7NYZbZFeHmd0YotEl6TodRx0yeyxCWY1dlhBmLygqQbOhqGcM7KIIZRJnAC2G9PxtdfIrDfqeMhm9w0K5itKve3FaFvWMSWXE5+xbDOa2SEfBNyF8JoDyFB1HXVquRXhOgObNDISyUOuxiJwJXHzeaj0WpuUxf0tD/KH9Gu+ZDnxLEfhWGj8gQrrYhKbeYUqQdQLOfm8p1T5FYtSl81CD+DnAh97nRGmeumuSWo+mc5chnZzVPoW1Prr9WYVnZBxS7VNkdtikj/sECpKm0egEa+s0vTtdzIrB81/5CoWlJiOPNQjPy/fa96xB/Hyd+JEAE99fSHSyXdHkLBppRb1bU+m3GHjWJ74v1J7HS3yWdyRBfp2HE5UD9snXfRbfkpzd8JRJ4qRJaE6eKxQCcO+Xz7e4wiWc8wnPexQXGRepXsUlsj4ve8sBuvZAZaEofoM5TXhGvlOrZOCFFWYLLkmOUlxsUFxoEZ0U1m3wfJD8UmFAv+qFLo8YZFebrOqaIXVKPr9lHzxGfrl5cc9qNW0aJ5Ic/4MH6TroECgqImMWVl1RWuqTec0ErYzHyHdMYmOa8mKP6ISSrNacxmgajN5pkF8tM2PvbIxTjy8mUNJEx6X6xwDrUIzKy11UhhShXyRZ8v376HjJhkczFJYY3LnsCFfetxsvKB5kkGci9WyYwIQULNVhHy/s07nN5tBHHuSKL/wJXft9ZrZIhmdpWOyAdtUnmDOIjFq8/bXPEztv8ux/bqHabRB8MQ6+orxQE560aHb4NDMyrgnkTBp/3sP4O10md/XjBWHFV7fy+s9/kn/4xZs49NEHGfk5OFVZJ8GCorBC7FLbDy+lcFsN2iMVu2yQX2qTW+uTv7mOF/MJljWByQBz/y+gvd+8fucPzslimsi05tY3v4dACTInPGYvF2/eL3/4FZzldSnb56Xsd+JCsrjzzS8T7qwRvXqO3Aa/nTwO733P44TnfeLnZVMzbsmiTZjdaF9U+JVHFB3/FmF+vSK8LUZxjUMwpwjkFXbRoLLMIZiVB79zvyZ1UtpXpXUtidqJKOYuUYSnxVycu73OqpfeCUgrMb9KE56W5JBajxxYbhhK65pyu1zSYvnX78cuQ++K2baIR9rW5QUyOwzParBkLvCjO7+IG4NASXHyPQ/xuX94K9EJyBySzzBQ9vEiko6utCb2gySNTkX60QjNjM+P//utF8HRdhXqnRY9LxXoHcpR7ZOF74U0U1fZpE+5hHMeHYfat+Xj7Uo/qDj1reV85XVfxQ0r4mckbDZyNMT6K08JeL4MyddNUusxCJ0I0eiRLLzJx4cJVHyqAxIYHZmCxNsnyF7uUuvTUind1PiN+fysT2G1bESdu0zMajskNx/g5LvFt2V40LOrjheE4JxJMKekPdMwKby2yvjrPcqLXU7tHKEyoig+3A9AcZnMNO/92x8TnhKlrRV0JS2nJICFZQunqd1SobLI49I3HqSRVozeapIYdan1io+z71mDvpea1IdcggWIj7sESqIEz17uUF4gYwO3bmFVYOYKGHjWZ9HPJPrJLQZoJcRGEB61SR5XBO+cJZST6jm8rEBhiUVtPMboHUKsanZIe7IyoDjyRw9eXEOGq7H2xwicCYuHry2Sy6+E/AoT34LKiGb++hbBok95oaJ7t4MXlFl1M2FSWBykMix/zwsKeWV6Rx+xMWlfWzXJpQxNmiTOQGRUNv1qvyKUEzRdfoVYK8qDJqlTPnNPDVDplZzJK//kPjLHXJyoRWGFwEuCRY+xW6JUhn0qw7+Bu/sBqXg6Dsm8vNJnEpsUv6sbgkBePg8jLoAILwC//4mPkz7lEJmSC2V0yqPRpQnNC7quuFTTzEgMYHqwyMRNEJqtEyzIvmFVNdFxQe4d/Pd1VIYMwpMWZkvETYU1khM59FSL2LhHvVuxMXye8KymtMxj5iqf6KSP0YTaQkfsJpPy3DprqwRKMPnpJUxfI0Ss419fSW3Io7GgSXmxT/BwGLuq2PBPW6l1SWfBC2vSJ3xSRxXzTw5gd9fJ/2GF+FiT8KTJlnccwGwq8nfWGHjOJ37aJJA3KKzUjDze5Kn7P43hChEKJRcD3bbqxEZl7qsNCL15Brsqeoa9/7SJp3+yhdqQB0GP5GlxLDTTila3CCD9oCY6ZlJYDmsf2Cpxb6tNAquKbFx1jlq/Yv7WBuVhk/TV01h1+ObOq6S9vbGGG1XUetvg/GkB70fHDaqDPoWlspbP3xXhzuWHyRzRVJe1uPvul+WyMNbWKnxyFDNnE5oD48o8+DJbN2MO7lyI+to6ZlO6AMU1DuEpk+jOCCtWjVFcZJA4LR2E3/b6nT847ZADCs69Lkx5RPOLL3yOyJgMqC/9zIcJHwiL2f7KGuUFMLdBJN/PTy0h9HSc2otdBGdN+l72SJ73+M5Dt9NMGeTW+3QedrFMn44jLtpqWxzWmHTvc8muDWK4kBhzCU7ZNK6oEJ7XuFFN4qjNr//400Li7zCodwvzMnImgFWXUj9zWEzRkXGDvv8KYO5MALL4g1mD4tUNkmekWg3lZD6XeiVIfFxk4+njmsjd07T+s4dWSoQhzYwg7pKnpL0XmLJpdPm87QcfltnWMofVX5R2FEBuNVSGoTwsyQ3hacmsnLtEkblzgsIyCBQNsutkLtHMKKJTHvELDY7fH8f4huDjuvfWMZoK5Snyyy1KI5Z4/xAh1dwGU2ALTfjA0+9j9TuPsvIdx5i/zCN+/QxnfrgMN6pInnOx/jEjOLWk2IychFQEzbhB5z5FZUThxBXjOwfoec7EbCiCBQ9zNERlWNCBwYJPZp9BZMbHjSo69svnt3bjOXpeVlSHIDbmU+sLUh2UjbaZESFV3zMm0adiULIIddVJH5PA7IYARfDC4mP8hx+/mfOvi7H7vz1E6JUoyRNglxXONSUmnhym4z8jWCWDXT9ZR71TEZ0wGL3dJHFOY8YdgkWPc++A2BmLWo+mmTJppjWtlES/vZrPmtllSzzUeYPpy0zO39uOK8ubOHHZxMwWpM46zB/tpNan2HTtCfRLaSpDPijBJm6+8gRmzaCVUCy59Syb/vb+i2uo2ifPpzaEIJU8CeF5H7dDAoJbCbAWVVj4bSgssQjPaIoLbUrLXcw6VIYUxWUyawvNKeaucXBW1wgUFY3ry9KGa7emG92iQv/ufZ/DbLRb+hrsmk9kWhOfcInM+BgeJM96lBYLCcwJK8ZvUuRW2pg1ybTNrbCJTmjiI0V6d3h0HJZ8xN6XpCPihg1S7xmj3quYulYOQDeiiE5qzIai+7EgZgMaXRKtNXqnIbMsF5opA7ukcGKK2KjGTzsyXllikJ9M0rNdcfYjJs0MVIblOzCbmvC8R71TUe/xcRIywxx4vkXXTrE7NT+Zx675mHX45L/+AcGSpnunIjRj4UYUrZQmfsLGt0XhC8D5CE4EAiWBUcTH5FKoEi3MgH9RCGTWuRifFp7RmHVBCOY2CRjFvxCldC7F3IYQ6RMex/95DXZZEXkpitmQy8iNr99DeMrAjZhc971PkFstFr/4mEfquCi1fVsq61DeJzJlMHW0W3JnxxWGp6mNuCSPSfWYXwmtjIdVhdQBqTh11KU67JE5IpfqUF46DeYzKY49tZRmxiN4LEx41qf2y146jrZIHLNpbKkSDrdkzDMvhUllXYPUCUHnWXXpEITnhNn95C+3MLcJjKLFM1+6nMQJk+R5l01/dz8hyyE6Lp5zZ0+6zf1WpJ8MY5cMRr4pdK7CNQ3sZJNQTt736ZlO8YbXNbs//IXfei79zh+cTsMmnPUIzQqY9/ZPfYzYhE/qdIvu3TW5DdY0xplwm8Op6drfpLyri/ICSJ/w6NnlMPYaTa3TYN+nHsSNCqu2NGwxN5qmNGzR6JLE8r6XHSauM6gM+SRPiUes2ecQfTZKdqOH8sT3dNXPP4YfgOiMR2lNi859mr989w+Yucpn539/iGqfotUhysgFf3pcgmIRCku9zyP2SphWXNHo9Ol/oSKAh06YuMul3i3CI/W1LuITDsnjprTXArKpzl/tYNV8Msc0mJr+bS6hLIRHbeoDInZp3V6kf7u0y4I5OWyik5qel9sK1+/3E5lS/wd1/xll2VWe++K/ucLOsXbl2NU5Z0mt0MoZSYBMDjLBBAlMMsZgG+NjG9uYZJIakAkmCQTISCjnVm51zjlVjjvHtdda8354Sw3j/g/Dd5x7zn9w9xj9gVJRVXuvteZ85/s+z+9BG5qul0TMlD7mMnaNT3F+mP4HodwjcWylvqBEpj1ZxaoKBrHYLwNAsy4nZ2tpkdKgIjxss/u3y9nz0DKSBy3KT3dQmqf58J/9hkq7yehlIfwghKYU6/7pDnxL0/lclsJisZRERzTRy6fAl5zU8Iym2mHh9jSIjmiKgybTaywCZYmZqlxcYXqjIPqOPLOA6Q1C/ykNGHNFigiCMvslB3L8ao+HP/slWvYbqH1xyr0i/DGkWMYuKpInfVoOaf7zrd9k4U9vJz4iM86DH74T85UEwZymETc49q4t0rpt94kN+wRyBrOrJKy4OGBhh+SHpo5Bbokh0Vm+qESdpCY0M5eVmfFI3jCONqDrFwFQknGavGiS3EUOTkozeplN7+oJtIJD9y6l0ueRPqwIdlapLGjyyu5FtO3RNNJQ+GI/pXm/e4aqPT6haYnBMutyOphepwhMWhgN+XsiT8QYvSwoLNMqxMdcFt7dFKTjpMYLSRD40x/9IpkXbUK7IgTymsgTMaKjMPBAldCMJnHSIHWiybu/9HF8S1HpEujE+CYTw4HRyyRGz2z4TG+Q5ccLafiTWdCKxa87hrZF4FJa4NFoUbjb0hT7LKbXiVrDiQkMotKtmP5VH6FpsMoG4fNnCM2KT9FwFPnFBrllEMwpkscULbuF0RueliD3ZkxTHvBpxhTtTwUITylq8xyShyym10Pb/SF8W8upJyTQi/xCi3rbHLWqzZHWcEaM90YTavd2nMsHDc8I2KSw0MALanLLhF5Ta9N07BSEHMjMOzyjmdwoYqTCAtFsvGHlbjYNnsYLyIYRKIoiuLpMMlPb9jWpZxSJI0IRyuzThKYM0sealHpNAh8ap9bp4YXh7I0GbhievncDwYIW8MfzLm5YPq9Ku0moILF3jRbxrBfnSdfIT7kSmpGRwsuoG1QuqbDgpz6dL3u0vmJS7dLngC+qYtH2isH0VQ5j1/qMX6IIz/qY187QcckYiRMmpgPWO6ewKpqhay3qrZrMb8MEH0oycYmA++2yInAmRKVbFNHx03LyLw0ITjM0BamjQjYK5XwJ40gYNKOKPU8sxS5LCzp1zKc6r4nRlPvMm1/j7GukeGl7JEizHKCRUmBAMxciMSSQm02f/+gf3Jf+6DdOqwqjb2jSPL8kbNOqT26ZYmpDkPziMK376sxe6qAt8Su6Ec30mqD07bulvTd8nYlZENHA6i/dQTCn+en7v0rr3iote0wi0z4dLyncKBTmWZgN6aVv/6ctOAlN4rBN45oiHS8aeHGP4nwh2PgmNMMGZtilljH4wtffSktfngU//yCVBU2UK62Ok19ZxpLvyQnArItx2L20gDbA6qkyflGMYE4JX3Y0QKPXYfwyTTNsMLU+gNnQZPZrYsOQOm+KvvsMyj0WXkDSXXKLpNLzgprMTiEQmU+nGL5OcGjhrMxqivMU2WVSgDgpxe6/vZPUUc3sMpNmRLH1O98lPGwLQCFtUlzp0Ehb1NoMQrOKwsIwxfkCfHDScn0KizS9TzUxtiUl764suYy1XpdGRtiaXqvDV+9+nah4DXjt255j1esPC2O1rhi9uoXImKLe1+SfPv196g+3ExuB2JAY62cudzh69V1UeqRFmDnk4cQl67NZDBAdNkgetOdoLXJaeXVRsmqaliMOExeC1fBJ77K48pt/idmAldcdJTIhqmx/ndhDmnHpGJR7DN5715+T2Q/FAeEQ33b2UkIzmuwGl8TbR1nxzTtoZHx6n5IWs3IhfkaRPC1zqtjWCOnjrixupzSplbPS1kqpuRYXOAmFWTZY3SJAiZFrRXBjOFB/oIPY/iAt66do9jU4O9QqCTlxYdPmlsnG9YXL7gFPQojrXR6jVxjY5d9RT/yEi5OCUM4nlBc4fM9Wj0BRUVgiuDERS8gJ1q76jF1sMrsihLZfFbWZjF/r8vqPfAKzCd6mIqV5nFOAZ1dGcCPy3GSX2UQnPSIzPuVBDzei8WI+2dUCS6+1K8pdAiaRsYOiuCeDamlw5keL0AAGaFuz/2N3Eh/2pSOSkveUu7qO8hWte5tUugENGzcfof5iK9FJl/wS6H7BITKuUfMkfL6eUQKnXyq8auWLaT51RERMviUdotBwACcOX3vdD3GiivgZ+MgH7sV0pHVp1TQdr/jQV6PzcRurocl86Ay5ZWJP84KK6KSLXdFYdU2jq0nilCR+vHo/t+3WnHmtiReXGWFkXJHd5JA85dFIiXdcm5p7H72QV55dRr1NNuHUCQejKToBJ+Mxs9KW7s0lRayaptpucPDDdzJ2iYXZ0Iy83EPsrDnnWTfOITELCyToYuwSi5aDEB2XzbXSbjB2nSsz/1dxgC6cvv4/KC92aLRKMlUgZ6BORJhZFcKqyRhMeeKjBhmNTF3kEd8dBFdSm/KLDIoHM5QaAXEk1CFbjuCkFNFhA6ss906pHy5ee4zkKRe7BB07XLGxOPCjz3yFZlxRW9Dg0Ru+iragsAASZ32u/tvnueYNr9CMCjIzcUpT7VKEctLWb3/e4p6//iIzQym8qnWuc1fqM4i21HA3lEheOUH0rEVxIEBkTJFf7f7BfemPfuNMdpTQxQCNSkCoMVdrOl/2iIzL4liYH6T16QBmQ3BZ8VPiu7RrGu2LBaFth7RHzbkLYFU1b7r7Y5y9KYxvKvILDHxLTmLVLoUb8fFSLhs/K5tdaU2Dal6IP+k9kpyQPImIEEIQOBiRisrR+A+3Epo2yGy3aNkrvrKJCxVRWRdxF9QpDfq0/UeEyLSPNxKhkZGqb2pDgKPv2UL4TICWXcY5JadvQ/RdY1IpPtdOsd8SP9RSOVFFpnxKA5q2PT71jKLSA3s+fSfhUXPOF2nRWFAnNAut+2UOZJc0a//lDgxXNqLEsMeG/3E7LYc8wpdPM32eRBoVBg3MunidgkWfrhfEQPzqy+isU+q1aawv41si1Lnp8h0Ep00y+z2Kl9d4+7pXqHe5REcFSPGLRy5h27YluBFo39UkfVxADQC3P/tOCitcAS17UP+TPPZIgIv/+sN0XT6CWlXEqgnGbfxSnzect0MQeSFwLivim5Db4OLGNC996du4N+YpDNokjxvMrLJIHXdQGpoRGL5zEYYLT/7ke2R+LtiT7uc0M2sV1R6fxBlRDjfjYhF67tBiCgthwc88xp7txbeEuVvqsfDeMIu3ukwo6zO7UpFf4ZMYdtGGdChyy2BmNEkgL7gyLygK73qrxg9qnrpvA4P3V9G2j/IhNqqp9GiSpzyyu9qJHgix6Acu4QmFb2rME2GiIyK4+vQjb0EnmujVJeysgRfxqbf/Lh0lvd2WQARD+MZeEEYvN4iO+YRmDNKHfRKnRaihlcw9vahHfrlP3+Ny6kND+HSAsT9xKPcour8ZwGjK17WhWPXeAwKo79A4CZhdYTK9TqEtzWfe+GsiIybtr0BxudhP3Kii9ylHYOjLXQxXYQddyr2ShNRIKYJTJkt+IHSk8o1lqosEtdPyeIj4KZheaxMblq7P7seWYV6QY2qdbCYTFwQkIH5nDD8AjRU1JjfYpA/LjNxJap59/xepZ0QYVW9VOGmfrpccvLDmY79+N9nNDnZF881v3ko461NvFX3CzBqTVKJKYdAgv9Dg+FPzMRoCKymsktFSdqWm2CfEILvq0/NsjciUT+qky/Q6RftLisC0dG0qvT6hs0GcuEG9r0nihBS30VFFM+HxJ697DiemyC4Nnmt9Gy0NEcoUNKEn45SurGA0Ydm378BsSGHcuk+z7y/ulCKhMpewFPIJZWXT8MKaUr8EDyy/9QjFBfDVS39Odr2He0UBsyHz4Y2fvZ15v4TQlIVvQet+j1BWUVzocfZGC6MJ8382hR+UIis6oknvMSkt8kjvNUkdFk6tXVHkT7RQ7fFpZCD4VILIpE+wICfD8cvkb/vJvGco9Vqi8P/wNM24dLne9N2/kIJYK27+ySdRrkBRcksMfvLkZl762nmYDRmHzV5dJzasiZ+uEB0X1Of1P/9LuufPYE/ZtKyfwo0orrh1J5V8mOALcSYOtFPr8Jm5uIkXBKtg/sF96Y9+48wW4pjpBqEzQWJjHt1PKsbfXqewCPLLNJ//6/9AaYnw6X7WobjGIbtCUZhv0PFIgFK/QaXbEJ5pQwgpk5t92nbP3YCeDMYv+dg2uVHCmuCsSdvzNtEpT1Soh4JEUjUKi5gj17w6G5E+eXxIS0UaUnKKSGqK88X4jpK2kSU6E0zLI31QkVtiEz9bJ3ZGZi2pky6RCc3Gz91OdFTaaW5YPIrFRZrsb3opDhikTvqEspIq37bTx2xopjeK/Ny3FLUun8i4YtVXhUmZaKnghjV9v7QIz/hMbVSseM1R6q1CYQqUPQqDJk7UoNKtyC0xCf5HC4GcgRuSeUKlR9o0Y5sVlS6TyJRPfWDO3T0cptqtsA7EMC7MgeXzyAPn00xopjYY2IcjPDm+mOQhmYt6YZmFRcYMvIjm7C2K7DIBNcSO2RgFi9ZtcsPWNpUxnkgTKCgqPYrRF3qpVwJMr5U2S+dzBk/etUlsEVVwT8RJHwJl+2T2aZZvuYPy6STZdR7KFcDA5PlB3DDER2VjyS2HBU+9m3paHoXsEhEfBLIGE1d4FBbKbNMLQuhsQJJRPlpn3we+QSjLHE8YvMdaCb0cY2KzTzPtEz1rMrvCphlR+LYiPK3I7LCo9PoMnDdCdpWPVYEjf7YFs2IQmdRMr4+S2mvTjEJxvizoY5cqjIaiPM/lzM1higt99CKZ9Vk1TW1+g8Rxk8TeIMbuOFddv5tA1iR29ncPfeKsS2G5J5F755exahAdMcgtUaSO+2RXKEp9gidLHZXW4cBvNT3PwPhFFtFxn8RpjRvRGCMhnLTm5Jst3Jj4abUJR762glq7ZuF3h0me9OdO30DQ5592vobkSekSDAxOE8hJdN/wVQGsOvQ+qqj3NHGHomLb6RMbSHREWvqVHlB74vQ8KO9pZoOopCOTWmZ/DSnsvG1p3KimmXFJnvTp3pqn3iYFdnJrCGdxjelLm1Q7DIKzije9+yNEx6S9HShqjIZiZqUUr/2POVCyJPaurlGe/BwdkOvWeHouszaqOfyBO2lkfCJTPr0PG0xuEIuN4UHHdp9iv8nQ9SGmNkItYwoQolNygQG8iLBW3TCouoE2RWvgheQev+fwepoxOQFVuoQA9M3z72bwplPMXOBhNiDxZJRgQVPvdAnmRF08+LEjrPr3O9CGxNe5ITDrBl5A3ACRMQMn5dPsb3Dih0uIn1bsrg7Q+oqJtydJ44Iy1etLtO4qMnGhICpnL28wfqGgH4MzJn5I4DBDr2uXQgp4/O+/TO68Jpl5ObyworBQ/Ov2hhy9T/rogCjP3Tl7YL1FkTitae3Lyyb8yw9S7dSEpzWFh7oIr82iNKSOe0QnfNKv2JKkUvAp9Rq073JJH1SUe8QWVFrkobNBGinFmZvi2GVJtWk5AMUnO0megMljbeSXu7z4/fWi9F3RxC4b6IAmtTNApU+6Rn/o9Ue/cRL0iWyLYDgwdKN4CgN7YnRs97DLBp8+dCvTVzUwHXCSFi3bbNLrpvGCskA3Y5romE+1U1NrEcVj9IxFqc/k2J9uwQsKouo3z55P8pQniQ4TErrsfWiG9GskazH0aILImMzKpi/wKSzyiY35zK7TzK7RTL65RmGltGX8gCZ+GmKjPo0WaN+lmf++owCEXoyJx61bc/w9lrTQspp60mRms8Pspiav/9hT8tbzkDgNC9aOUBqQBXpqg5yiG5eWKPULYit1REJ7x692UZ4659f0QpD8YZzQrGzgEzc06XzJ5+SPFmOXAAWzy21MB4oLFI0OV/CAGwwia7OiPpzwRKF7SM+pJKWqDJ8Ug71VUejVJQIFqB1JET4dIDKuMeqKzm3yUBs/aCNYkMLi/GsO0rZLxDo9G8a445InMRpzaK8GdL4kxuTyoEdwRwzfAvf8Em5UlH69/2VRmefimzB1YwM3ovjC+75PYZEvC3JMCp2p8yFxyqdtJ0TPWISz0vYzXKj3OcystCh3y+Ll16RqBkieFpTewENFEoclINqqgrY0vi0+UN9XrH35NnxT8HeVzeXfCT1MTWq/QbXbxwuAbypajjTEAjUIiRMGI1v76HtM7s81X7gDN+VhNKWq1ib83TvvppEWCHhk1CC5aYqeJwUjaBcV8WgdNwy7PruFjidsMdcb4kV94sl1Ylla5px7hM7erIgMmzhJRTDozr1Pl/bdvuSnHhRhRHGp8EQBCvNtfEuYulPXOKSOVcRQv2aK5HEYeEATWZyn1uGTOt4kv0hmuDOX95FbJpmJTkKR2Beg/wcG5V4TN6rw72wnMqHxTU14SlE/r0zkw6O0Pyvts4mLFY0Wn/xig61/91XSJ5o0ex3MpsStASQPm0RmBF5eXADFeRaX3bqLzm0NIuOKthctTEdz6o1JwhMirAkWNYmXw4TOBqRDEYRam81NH90qWEVDrF5GEy785AeZXR6kZa9BrUMTmfFY+9ndWDWInbZInPEoLXJptHoEs4pLPvKBuedOBD71fofQlIRC5xeYMi44qGndLQu7k5COxqvQjdRBSV1ppBQdLymKC3zsD0pgQX6xQf93BXeX2m8RmdDEXg7zma++lxOPzyc4ZVJYDPkralzwkR2EJiy0Ka3Y4X9ZTHhKozcUxYISErLRoTvuFDtGSIRzPb+xqfRIIf3YFzZjuHOB7SeiNE/EGbkuyXve8CheR4PkyyESJ2WEpjxof9HEC4gg69XxyOZvfZKLl53Avz9DcYWDVVNEx33MR1OMX2SiQxJQET/rS16pATPrNc3HWnGvytP5Egw8UqPWJuuW83IL5fkeXkBReK0gC59645coDgoub/zNDtVu+d7s+U3snEH3c5rSYo/IhGbkihCVHnn/5WUOs+t84meEBV5vUfQ9qLBnhYlsFQyq3Ro/IbFxf+j1R79xGmXB1oWnNS27heUYKGjGNpuSUfdAC8ntITpfqpB7W5n4kEt+ezvxM1DpFgi0E1e4CV9y3o5b1DOaxFmP5VvkVOakYOHqEQoLTOyKzKrSJxzGjrWRe7Bbwo8RfmwzKpaUrhdg7EqfxHFpjSWejPLBi54hdtso8x5skt9clxNoq4/yNPseXgqIncJoajJ7BWKdPupTHIRmVJHeFkDZPo99+lL8CwuEpyTYeuSJfnqfckme8glmFakTDRK/jZE441Fv9/nbT/2YeVedoedhE6useOuHHiOUlZiv7G0V2nY3CBSbxPcEmdgkYo1Kn0abmra9Dm5YBBpW3iRxxCJQUIR/nJK0iJRB6riDG1IE8jLrnL6+QfKUtDGtOngnYjLfiYjtRRsKa0GZmdUW3vlFiv0GU5s8ajcUOfCfK2jGhBU5dKCLh/7iCopLXUorJP4t/+YShgv9j/iUl0umqFO3xK+bVjgxg+QhSygwL4YIFDSfuPvdxM5KwnszJnDtheuGqbUKcF65MP36Gps+9UEaKU3iQIDwlKa6tkbqhIM1azGzUd7PxIXQaPU4dWucyIRPYa2069IHhcQSGTfQu5J4njw6tTaDrp+GOO/Kw5JLuNNi199tITxQwllepThfUW23cVIi0691aN73pkdQWtrLpqMJTsoi+/mPfp/kaZd//eZbSR1RFOdDZZ5Hfns7ucUm1U5JzKlub8VrabL0rjuYXTPnB7w0R61dER5XTF/oET/8Ox+ncgxajrjiY3wlRX5Nk0qnyfRag9Kg3JPBnIjLnKT8vGYMZt9QoTTfJ74rxNot+/DDHqWtHTIfe4eD/UCKtRecIPSXY3OkHoX7plm6n3OJzpFY3vyeJyksCPCbj/0bXhDGNhvMnOcTHYXohM9AW47J+/pxkoqerQ74AufQlmbVAx9h7BKLnvst0sdc6eAgxYUbMsTMv09T7dQ8/uQ6hq8OUO4T+H4jIYIcu6LJLxWhS7VTkzilz+Ezm1HFb795GcU1DbyAInHWITHsMr0BKn2a5ClHhGa9Frs/v35OdCTXLHLWom27dGWmNhpERwXa7wUMzLxFM+ZTWNnEqkHtyjLVNoP8EkQYVZfs2PCsrMwSjK2oLa1LJuRBsZeYjmxOsytCkgW71GPbF7bw9x/5EclTTckMTvu07dJ4dYuHj63AW1YhPO1z7F1bqKckYCD56xi5VT6ZAx6+BYt/eDt+v+Aqu55XjF4BoSlgsMrkhZpt/7qFYFYY05kD4qn97r7NBM6EBOc3IbNYL6KpdihaDzSw6j5uq1SfztoyL+5cwoXv20X7VhEsVjsNmnEp0hb+wCUyYjB1HgQKcsAIzsiYIPrrBI2kYmZ1mNJCl77XnUZvKJI8aDJ5iU/8gRix8SY3f/lTgrYcU4R2RVAexEY0scMBEiehMGjS/RR4IUX6qE90TLjIqmqSOC4s5O6tct9nl1rCfW7RdG8cx6rMhUC0/a74/P/Zl/437G3/R1+GC6nLJrDqmnBWqvDSgFRKbljatcUFPhMXRkn/LEa1wxJQc1aUjumDSOvjjEkwZ1Br04RmFJVOEy8g2ZHREc3IE/3SfshKG2N2WQAj4xDKalr3SUDszE11spuaOBmP3BKD1H4Lo6mJnbKodip++oNrmHyil6H3evhlGdq17FfkF5rnTjRaQX6Tg9XQxIYg96Yy0TFZEPLLNMZUgKkNNo1TCUoDBiNvbpI465NfZDO7UtGxo8HZ64NMn+8zvdbALik+8cjbyX6vn+m1snn8+AfXkVvp03PDWaxnkjTSFiOXh/nU7b/AzTQlhLu3Tvy0iI9Csxq7KPmYjYtKaBNyb64IoHp3jsL8gNBHgqLqCxwPM3uz9J4r/R5uzGfjTQdIHRKzeKMF7JfjhKY17d8LU17mkDhm0TyeoNotkPhIrEHPVp9GyiJ1wCJ+KIBRMgk/nKDSo5g8z6b1eZtyvyKxLUxsWOT0vilt0/P+9nba3jBMoKyJTM4JCwYVrftdaG0w9OQApUUeV77nZTDAOCaKTC8sC2e1SxHbGWb4feL1Y666jIwbdD+tMBaWmbjGxZq1cSWUg5UbT5M87RGZ1LT9PEJxtUNsVAQTe+9dTm1ZnfIALN9yB6mfxWh7IER0THyPsRFNeMLgjTc9z3fuu45Ku4Ub1uQvkAgqpeEfP/cuxi8yCWV98hc4eHGPzC6D9t0uzYQmmDWwqhI3FjsawGjC8XdsIXEaOuJlme/YEB4RleKrr8QJg5mVFs2E2CoCk6Js1QpZeN4/hh+Qzkfbbof2zWO4UU342TjRYanAn/3iJjI7pKXeuc1DnZSc1ZN3L2bmp/3Ej5s4G8tEfpDGaIpYwwvCT+++itxKnzd8/i+p9rtEhw2xzSQVEzc6zP6qFy8on//Y5iCBghQ6vgVGTToCWgkVqbFE7rmVbz1EfqFBrUPU06FZwegFs5LyUltaRysp5JyEwqpIVJvTLbjOYEGsSYXFApc3szbhGZ8zt2maEUOY1gmPiQuCeCFpM+aWmFS6NcWlgrsMFGQDx5D0DeWKgGf1P+4hs09h1hR2zpLNdlecSr+P0+by/Y/9O/mNQqUZv1iuz6vA9eQrIayqUJsCBc2a1x0iNCuFgXtRkcQxk5Vfv4NP3/1ORq6Uk+U7L32esWtdYukqjIQ5dtl/Mr0RBu9/P5Vu6cDkb60QHjMZu0LLSVJB9BWx8Y1d7aGaivwGB28yTOcLMuaJjmriQy6TF4mYzJ8M0Wh3ceKiwLXXizcyNuqTXRpk/FL5HAE4EyWzy+DF76+n/LoimR0GjRbp+Lz8xW8zclVEcpZzgv7LLZVQ+NICj2ZUFMS5NR6JYxbD9w3C7gShvI9VMikNKEYvsymucuh+3sVwpTiKXzIlVrWCptahsCrC1bVLmtzrKjTjCgaqdLwg4AyrKtAZq65prBZvWPsujfGlVhJnfNwVFVTF+sP70v/6lvb/n5dnQ/hfU+SWSkSYNhSDv62hTVkYImMGyaOKepum3G1iVzWJMx61FoOpGxsESz61tldnGOKDbKQ1+VUuhieigNIAtO1r4qR8rIoEDle7NPbxMF4Azr7GoLjUJfZihI6nLDq3GjRafBrpucT3OjTS/pyC0yW8M4JRMyhcW8ELzYlcVstD34xD8HSQUp9JoKwxdiTOGbuDOYPu532hs2wTZF3gRJjigHgWmwmfZtwkMqnIzMvRTMkpqXWHQbXdYPD+MuU+4dMm+wvkftiPk4T8W8o0Wj0enl1FeocEA6vJIM2o+ATdsBiBnSQ0ciGqPR6+L/Lss7dkxCfmaDq2+3ghTb27SXC3bESJYyZLVw5z+K4V5Na5lOf5xM9qum4ckuSLPovY4QDpo02CMwrDUYxcrYncl2DkVpdKp8jk3TAE8gaNlMIuwUXX72P7P20hMq75p499n+nzfUpLmlR6lGQS5nxmf96HGxSoQKAgthjnQ7P4TZPMIQ+rbLD/z1cB0P1cAyeuSByXWV76qEflvCrhbTEi44r4SZmfaSXG+/DWON0Pm4Sm1Dk7wKn7FjB5nsGOf9jC7HKTwLiNF1BMXATxEZ9Pn/cI2oDImGbqDTWyKxQ7P7eFco9iwQeO4Fvw/N9s4h/f+DMK11VoOaixRwJUu0SkEX33GIGCotZm8M51L5PZIa34UrcAKEIzmp+97WsSnl4U+8PKr90BGs5u66XaJTzUeofH/AuGzj1DhTUOzYSmbZcmddLlhhu3kxj2CBQUThJqd3XPyfxh5Eqb6s+6MBqKaoemNN8TZmm7BIF7QbGDJI9D8k/GSJ4VBqgfgOjTUZSnGb4qwMNfuRSA6oBL2yvS5VCOwqxrAbfXILo/RD0js/xaO4SmwV1SRZtirQhPGmQvaVBvMSjP80k9L73NXQ8uJ3bRNF5YCjnlQvq4Q+qkR6Xfg6JNcREYDYPUSY/UcZ/mdQVSuwIEr56m1GfgrKritjZRGrywz9Q1TcKHQ3i2ovsdp+l62qDeLjYtLs3hRjT9jzeInrZopAwiMz6xsSa1QYf0sSaVfk1xwODZH52HG4bEulma7c1zn0FwxiA0bvPG+z9C5gWb3Ap9Lpjdqsyl8iiB6rsxUSvvfHQ5RlPGIau7xvj6x++kGZciN5iVdu89/3UZ3b1Z6keT+AHJ2wxPGBg1g2ZsroX/VAyrCt1PK1KHJZvWqktai6obZJbMQtPgH274JeHpJuX5MhM8e7Oi/WUTswGZvYrEUYvYqOg3gvenCOYFV1hrh/hJEy8lYwA3rEmebpC/wCHyQILccinQLvj07Sz+z9uxKlAeEI2BXda07fH483feRzBrUmtVBEo+RnVuMx30CBQhmJe2eGxY00z6tG+1aX5kFich/szii+3c8ldP04xKEVLpl8/Tt8CZjBCa0dj7osyukvFDtUPTWFmjGVMknwrTthOm1ypOv1VUuIbpExr//7A4yHQgvzBI6z4955lSnL1eqiU3KjOn6JRP6x5pg41d5dFIGsye52GfDlEcMAnmhH2pfPjM2+4hc0Cz9NtlMgc8MgeamPU59WpAE875VBc4xIZEsFDtVrRvUxDwpQ3UaVBrM9CWLFKerXDiAmnXpmJss0FpZQOjqWhmQ6ReOwoX5+n+pf27N6VFrTYzlxkZG/NJn3CIndW88fOPEpqVyje7zqMZk/lTdKyBDvqUu0zC10wR+XaK9AEDtKRYGE0YvTxOdE0WP+KT2hIn/a4hIuOayAMJQhMmL+xbjFUTwpBZk5aR8eZp3AjkVmripzWBaYu+RzX+qRhGQ2Y/oQmLG25/ntwiSb5I7bWpdsqmXVjVZOKeARa99winb74LP+GSWwHHhjpIHpcEeasuiR3lZY78/qxJo0XR+lRwLsoN6l0eflAg2dUezdEvruCCv7qdnX+/hX/8+3cRP2WiatJiqfZoNn32FayafDb5JfIvPKnQP20jlq4ys8okPKGYvCBK6rjH9Noguz67hWqXdCqaUYPwngjl9TVKC/xzqt7QrGZ6bQA3ChMXKSoDHo0WiI05WDWJtFv8n7eTOi7iMqvh0/OM5sWvfJsvPHoLvU86FBfICdfpbHL5n70PDDh89zKhXq21+fydb0ediIoK24LB+2Vuk/t1D3YRMgca/GT/+QKy0FC4oD6XDKP4q3d/kGBOItVajrro8wtk13t0vuLJZ+lIJW/83oAmuTdA625NdrmiMGDx4jfOY+RqLbalurQPK70COAhmFdlVcwkbI1LMBAty6nBiMjapdspcaqoYo9xt8Y4PPwpKLB6zyy3ssiL6jjHciKa1N09+sYhVwhMmm967W4Al/T7VHgk/D5REvNJogcD+CIkzDl5A5oGBs0F633GK6IhBfQ5WHx3X2KYn/k9fICK5D5VpRhXBWZPgrMn8X5e5+uK95BeakhqyO0Xkpglqz7RRW1tDGT5tW20q3YrWHSYdj9n4ASngztw3n8J8ST0KzWrMx9IYDSUjiKowXUt9BhMXBEjtClDpsMCHeqdHIy2z+vKOVlRZ0IQtu002vXYfzbhP2w5RvIYnDVZddAIQQEMwJ6fMqQvlPb06W69nJN3nxPeX8InP3078jHzOjVafxAmDZsxnam8HHTt8YmcNQllN+piHH/Zxeh0pyrUA+psRg0qvotRvUhqA+uYSoWmT/N5WAjMm//zDNzN+UZCurQaNmwqkDljMrNcUlgnkvee1Z2SsE/HFirTIlXbsbgkXsGflBNC2UzH4haN0PmxT7VQEcwrD1bhvnBWIQhOsqkG926PSrXjuW9/h7r96DXYR7AoU55m07pG0n0DOpJGGqfUSS1ZYLISqqUtc/nzwaZyUpvu5KrW+Jvd+7UrCMz7BnKbZ4hKe9qn0CrN35kIXqwrNVhc3Bv6CGtbJEInXjFNcKJ7xQFFxw8qD7PzcFtSB+LmYtP/Z649+42xGIP3WEcrdBqUBSB9vkjmoCY8KnNtoKEavgskLwJ1XR4U8Kl2KYzdvITIGXJabs5loomOazz33eqYu0Ixcm6LcZTJylcnAAznGL7QITpuUemWB1hZ0Pm1i1qTazrxk07Fd1HzFRR7RYROtZBZqeFAZFINt+oAisS9I7KyiZY9J5afdlCdjjL1Rqs/UCZ/o+JwSM6gJTyimX1+j0mlTHlB858evmTsFK+ysiR8QUcrZG0MM3CcP5eyBNmZXWhQWaUKzMO+tJ+h8uYRd1li/biF+3KQ4YHHscC/5ZZrcCo2e2xhm12mSJ3w6tntUL6hSfaIdfWFBBuUZReKUbCrRIQnUjUxqVlx1jJ/tE6m3GwUMmcOAfEbJU03Ofm0J8+/9AGbIpW2XpudBS6gwvWKViYw3aNlmEx/25zZuYVWipSoMjZsoVx6Wzpc8xq4QosyCez5IdqWiuLRJeMIQb54H9x1bxcza3+HjUsdkkXNiiuRP4mLqn5Kg8I5PnKTlqMvSuySvz6pBaZ6AIdoeCdK9VTZsEBKSVWWubW8QmjJpOeQz9F6PxBlRa0ZHFPmFBs20T7Ff/LTzf/lBtKk5c5soTfser9P9qCwkRhPy6x08W1Fv94lO+IRmFdllJq37NGdvEExgMy6feaU7QMcDQZx1ZUpLm0QPhNDtDdyYFJG1DpktTW40cU4m5vzC0nqNXjNJ14VjDOdT556hSp9smoYjatbsSk3Xs9KqrHb75JbLidEuQ+e2OpFRg9Z9HqnjDoGCotxtUunVxIdESd1Ia6w3TaF3JbFvneIHP7peVItH63IKbPeZebSH2AjYP24hmFM0E4q23U32fHktXlDhtznoFofYkJwYJfIJ0sc8zM9MiWeyDB3bPcZ+MF94sNNSDMyu96k82EnstEGgoAgUNTzawuRmj0bGI5CDRkuQnXetpdbh4wekRe3+rINqj+DrOB3lc5/9gbBm3zTJ9//5K0THxPtXWijCkLbtYFf8c6f4qQ1BrKrE7cWHPEIzkopSzyiaLR7xUwJ58ILiI7Sqxlz2r+KVX63GKhvkF0Mjpal1+ExVJdw+eQLqGyvklgmq0AtBo0WTOCtrRWRCPj8vJK1X04HUYUX5oqpce1OTX2iSPtIkcdZlZrVoFUCeidKlNaYvaRKdlOQQ34LIhCLzqyixIU3iFIRmFYYH8bOa937uN/BiilDexw9KgZw85XNkXz+FxZrMbnEChEctnv35BikoapCQOoDSLSWef2gN49e4RCY1kQmxc1V3tpJf71Dp1TRTHnjQ/1CBJT+4XcR6CzxqnVLQNVKKyKSAENyopt7uEcxLiHajRWPlLT53z1vw5teY+asarS9bOClJRkKJQj+U9WgmfOhqkDhkE75uivCwTaNFE440cCOaxk87+avX/hc641CZ5/L83etZ9t07iA1LgtQfev3Rb5zKB/2PbVINtjfJLbTlIT0iR3e7LH6v9CFF4FgYCjZ2GVZ+/8OS6nAgRa1L43QICDvzikV0yMQuSlxOeMJg04/24vQ6tBz2KC72CE1IHl1hvkFjQ4V6m6Q9jL7Gpdqt0SGfWrtPeBJO32oQnNWkd1skzjSZXaspLhGE36I/Pcr0Jg+rYJJ8VtpMtVaDyJRHtdsjPK9EpVcTfSFKMwqhddk5gYvMIuJnZPEO5kRNObPKJrdcE1pUmPNEKlInm9y78HGOvTNCM6ZInahhl+Tma9kjyrE7rn8MtJiUY2cMKl2Cd+u+OyBy/q1J+jeMCsUmqTAdPYfJkod07JsLSaUqOCmor66SX+vgzJnRS/0GZ94EmQ+dQVua+IuROaWcwqooTrz127Tv1JhVh+x6j2q7yOENVz6L8KxPbV2NpdceJzasiY14zC63SB0Uhu+/3Hg3+BCctKivqIkPt6LI3Cfyz1BObu7S9WWq7YrCYmk9mzWY3gBW1efgE4sZuUKwc0YTGimodzepdknuXjOqzikCq6tr3PuX/4a9IUfrJeO4EU1pwEBrxejlFsafThEsSAsvftykNN/nur9+llNv/DbBGYnzik74nH5dkGq7wfhF4rlN7gnw4le/jV1UFAblM7CqEhTdaHeptUseZGB1nqmLPCY2a5rVAPhSodtBF+XOhRTUFY2MXB8/oNGWpp408DobNO9t5809O/B2pM49Q8HZOehFUrJroyMGk+fL6TSYNYifEUWpb8Hsx6sYTRi5TjNyRQB9SZ5ah2bw/hrDVwfnSF2K0jMdtO9u4v28Hassm+7pW4IYjiIyKp5pL6iYXaUozxOGbr3FZPxSH9+C1MtBwkdCpI7VKCxzqfV6uBGhVY0+1UfqpHQncosssis1qWNVZjdIe6/9ZWnPB/NC4IlO+jQTYCcb2HmDapdmcmMANHS+pOl+ziV1wqPeouh5xsdJi6jkr7/5HkLrs0zu7eDzYzfypU9/h8iEpuNFg76Hc1Q7DLIrZCOz2uqEpzSNjMArSv0mtXa5NsoTxauTELFLdp3H1IUevq3JrpTN3miKSj51TPyMrbtg7LiEQsyu1vi+3O87P/I1rNpc5NXcyb7RoolcO0lhiaj+1bWzNFKKcKRBZr/AJeoZTXaZjRcUGljtggrpbQH+8jM/I7A/QnDMZma1TXGhtLfrGai2GthVn8RQk5bDTVr3NZm6rMl//MPr5ua6BpkdJp3PG2SXiVJV+TBzoUtl0KPW5eIFYPI845ySF6AxHCN+RtP1hEU9I95XN+rjBTU9D5sYnqTXBPIGb7v7URmNzWty6vXfQblzEW9RgRMECmJrCuRMsis1mSWz+PNrBHNig0o9Fca4r4Vq55zXeMYjt8InPuxTHLAwMg5eSfCRUyczOAmJmQvelyJxUpG7oco/P/o6yNsEJy1iozKOml0nQeR/6PXHv3F6kFsSJJjTdD9s0v1kFq0gUHCpdmriQ5rwlGb2wib1fof2bYrEsEsz6bPwdce59Jp9uDGflu2W9LkrmoHXnKbapZhdJmkW93/rMkKng+QXmqQOGtQGHWrtmvRRj9jWCMGcRNMkdwVJnBJlllmXOWhkyKKwSFohuSUBgjlRfdYzsPexpSQPWmJkjs6ROJqa6/9xKxgQeiiBOXfSaaQU+WmxX/Q869L1vIRNG44kN3ghCbwNFAzavxlm6vIm0RGYWWmz7vN3kNltUJ7v4iRFUDN1S4PcZXWio4offv96rCqERwWNZTryAFc6TGrtGicFQ7t6KJxfpxmFscvkpgwUxfc6u1Jh/qZFQqIfCxMaChAbkQ1LK+GtHn96PhhSgfs2jF3l0fVig5Vfu4Pxa13GLk8Sbq3i26J+y7x1GOXD+JUextkQJ+9dhBdSjF+K8DxHPNJHff72V28TJbKj8OtzqRwnfPKLDBasG+G5b32H2Fkwd8eprasRmjbIrhDCi1lVDL1WTvdWRREZFTpUdEyT2mOj51pxuSUKPTdnfu+aF7nq/r/gI0ueZvaZLlr3Sn5geHeYlgMwfqwNrRSxy6YoD/p0vqD5z2c3iyXBFTawVZfZ0sAbT9K5zaNjW4XCcpc1/yYq7kABvLCwSmPD0PGCQX11VcQ6v0rS8ZyBSjioiknykFgVgi/FabT6BCo+4WlYtHKEyKR0OFTEpTQIiR0hnLji64euwPxdqhjVHg9tQPtOscB0vFLBLhk4rZ4ofzfXmL3YEavEthaiEx4oTbO/gXouJfPOziBOd5O2fU2io/LMjbyjSTMqBKrifJ9FPy4SzMuGXJrvEx0X5OOfXvYczBXvmZ0mmQMN8it8Wve7mLUmPU8qOp+VVmVhjTMXUSb+yfi1EwysHWN6fZTwmFykyStdWvcUabQoJs4LMPZ6h1qHz8LPlnE6XJLHpTPjhiWVJrvUZmq9YOy0oQjNKPZ85k6hav0shTZknvj+X36AWptk+k5ckiZ1ysULadp3Nog+H6WRkucxt0yIWL4t4yEnCW27BEBQ6dckDlsYNQPDUbS/Ak4Siktdbn3XM5T6pdNR7TRo2y7Lb3DWIHAkTKCgWPudj9Jy3di5FuvMemmTF5/tONc6bryUEdHStjSBik/7iybx01JMuGHZgBf+Y43iAvj0o2/BW1cSrnCrpn27jDSCebkHX/jadxi50qbUa3HmTZq++w28gAS3Gw687eOPSqRiFSbPN2jfDirg0/mcInbawklrgrMSoBAoyRoXmjLEZ7/AOJdKFOysEpoRvUBwVtE4HScyJkzoysoGgRmLFd+8A7usKPcZBEqy7pk1Tf9bThEb0cQX5dG/bkWPh6gMNul+3iUy42E2hYhUP6/Cdf+8FRIuqQ8OiSj0lTAdzxnETkkxri2Nmw+QXSWxbO2/ChE/ZWBVDGJDmv6PHBNf/SEDs/aH/Sj/7caplPq+UmpKKXXg977290qpUaXUnrl/N/7ef/uMUuqEUuqoUuq63/v69XNfO6GU+vR/93tffWkT8kvFVznxWoexq1ooLDAY2xwkPCnm2lqbgoZB64s20XePMfbGJsGsye5Dg7x07xrCY6Yc+SOK2dWKoy/Po9ElUvFyvwiE2i4exzg/T2keLFswxuCv84zf1CS3VpIfMKTCdeKKzIIszbimmRCFZvtO4V2+KldXPiRPajIHRVTTcsShkZGLUByEX373Kog3aaQUoawSBFUD4ocCVLsU4xdamHVfAprD0hoy61AcsIiOaAqDAWJHApTnQWhGEygK3qv9JZPsUpv4WU36iRDmcIjojRP4lxSIjfrERuRhb6QhcbaBG1ZER+VnR0YV2jHxgpreJ33qLSIft940RWRCUe5XxM/6VDsVg7+aYeLiuXSUkz52WYRXseM2gU1Z0hdPYFRMnKTEBwVHbJwENIZiaCX2oPx/9mE40PqyxeBvymgDam1w1fkHCCwsMvwGFzekcLsdEUPkIHIyIHmFq8V7O/5gP4OPvpfi5rrwYreFqXV5NFtcsmt8lK9I77LIbJqYu/5zuZULJFrLbMDMeR6xYSHeANz/b1fQtt3gx5+4GSetcd85S6nfIH3c5cf/9CVadxmE8h7eL9vo3qrJrjDRtrSPk6d8YkMwfpFCBzTZrwwwcb7J9NoooXEL5UF0FD785/dSH2gQmZAIuZkb61w2/wR+xMcNCTBBZ4O07jRopMQGFbhqhtadiuwSk0YKTu7plWLryhq6adAcrBOZkggpmAOCz73adhgU1jnkFwomstYZovWCCeLHLBgPoYbDqJJFdFTuaW0qwkM2f3fBA0SmfOJDArO4bcNLzKy0KS5QlPsULY+GsSuaNV+8g86XIbcyQeKsix+Evsc9zD+bopGBX/7scuqtSpKAAlAcDKADPrWMyak/SeCGFOVeiVzreszCLmtqt+fwbbC/nuH0wW4BjETlvcUOBTj55gSNFHS93CC+PYwf8Zi5uAN8QevZFU29TQK/SyscUsfE19sMK2rtPgt+/kH8oHQn/JBPbFiz+fL91HuE/4qC3EK5Zr4tm5FZl25SoCD+UW1C4pT4vicuiuJGNG7Mp9KradsljNzcMpnxt75i8otfXo7T4mNXBUYwtWkOuTehSR+R1m90XJOthsEQtGLyiAla0VxdITNHE4sPSxVSXehQ6raot4iSPX3cYeL6JrEhOP3GVlmHjphYO6Ul3HIAouMNvBA8+xdfpry6zoJ7PkgzI1al9Cs22T+tUJyvsKqKxFmf7957HdMbJLvSTbrMrFXYwwGm1ypiI/45oVdlsUOlT96PnMIVgaK0rScvgMZ4hGqnZuIKj/J8l9iQQW6tR9dLLqHjQUJTMqZJnvRopDS7//pOUQSv8Dk61U7xyiresy0UFkP8tEFgymJ6jc3scouZtZr0IQgEXR757GUEhgKcem6AZgzK83ymzofYiE+lB4yOOl3PGvhJl5bdJl/44hYaaVE21zqEceskNeV+CJT+X2ycwA+B6/8nX/+q1nrt3L+HAJRSy4G3ACvm/j93KqVMpZQJfAu4AVgOvHXue//bl9KQPCpkh/CBMF5YUrwDhTkU3ajgnFL7pTKf+W0vXskmkIeFdzclDT4tc5TimgaxM9D5ik/ygBBaYufNYDTBv6ud2D0J2Yy39DOzIYVp+4TGLaI3TZA+qFBa03LUpfF0K5jStnAjYpPwAorSoC++rXaBIkxcYOCbiql1gXOtQC/uk1/hoiuWJDyEIDIpilyrKputXVbkF9qEpxT+oiqBnCKY11S7NbG3jWE6kv8YnBXlqzag3GdQHJSbr9op88rQtCK/tZPMD6JMXOZRfm0Rq6qY9/MJSr0CbnfDcybjS0rMv9vHjWrGL5KoqVq7JrurHSchGK1qh9wuQ7e0EpoUxZlvwuRlEmScPO1ROp6idl8HyeOK1o+cYWaDJrVxGm1qAkXjXNhxrU1SUMr9ijOvjdH7yAyRcc0zW1eT+kWc8JEQ8aEGoRMSXltrFzhB5mCTZtrDrEtLp/2pAG0tRTKLZ6m1adnEHIPokEkwK4KaiYPt4vma1NQ3VnATPmZNUV1exy5Iy+0bb/g+IDSemXUCwW7f7uM80ib31WqLd33qLyQybrXFzHkeI6/xaNvtYpZMmlFFdrkS68mwQfuLiuxSC7MuytX4WU2tUx7Ef3nodYTOBGnGxEcWOBxh7M96UQ1FKO8zvckjMi4ewZYjMgde3TpGMwq1hQ1SxyXg2ElAdHuE1O4AkViD6Q2K6IRL+PE4TuJ3z5Bd9em7X+bDa249xOhVUH6wExTETxp0vuzTss9g+jyfyJgiUPCwq/C1r7+ByIQcXbufc/ntlkuJTGiio5qO7U2JoTIF+za9VtTA1TaT1AmP3EKb0v1d1HsdfFvwlNqay5ZMKOb9WtJMglnFzDpJaPFtSSdpXlsgd6CVZkwxvdZm44bjlK6unMuvTJ30iJ2REIXcogCF5e456EHvYwo/oEieatJ+wQQAHU9blAYUhQUSxm02ZMSjmpL80rrDYOZ8j+eeWkVw0iJQFBqRXdEMPFil1mrStbUgwrZZAZQnT0iBXO6D/DIfw5FWd9s2g85tooVopOV6X3/bi9RuLhIb1iSPCjDeC0tLGBCrRU0K5GZEUT+Swm91SJ7yCeV80kd9PM9A+RIoUOozQMOSLXUKKzyclNDLhq8OEDwdpNqpOPyBO3GT3jmbkZOQZ/X0LUHMBqy9/6Oo2QCxMwbRkzZeWJE7v0nowQSt+zza9rgE8/5cm1SR2DCDahjYi4osu/QUsRHhz3pBUUq3b7XRMVHValPa0u+7/begoPNlMDIOmzcfIDBp0fu4otIjXthSj0X7ZWMkhj0abWLtCuYUV7z7z6h2+YTHTKztcZpVm/p5ZY7dtoXohFCVlJZNWwck8zX0UIJKh2glAKor6oQn5eQ/e3MN01Ecv/yHVDoMzKxNcSG8654PEZnQWBXJVQ3NSsETnpRi7g+9/tuNU2v9LJD9775v7vVa4Oda64bW+jRwAjh/7t8JrfUprbUD/Hzue//bl1Yizc5slzaNXQRzJIQbkQrfaMpJIj7qMrO5Sa1Dk9khnMTH7/4BN73jefqeaFLuV3Q+buOkROzgW9IStH/cgheAscth8hItMTRhOQWmHg9jNiD7XCe1dpFeD71GqvnIiImfcImMKybPN/j4n9+DF5PIor4n67TtEJXuo5/5InZJhu+vvrqeMTAcAT4HimBXxVdUb1W4QUVlnitCn6qmmQtKEG0TvN46fLmd4s1lhq41iY4Jm9bwJMHCSfu073ZwEhonqc/5lYZu9QhMWdSH4rTv8hm6tZPccigt9GhcUMZJahoTEZp/lcUuGURH5PScOiLzheRpn+wl4j1z1lTkhDo5N7txRYlrNMENKtp3CEKruEAz9PP5ANQeaydQVCROapx1QtnRSuDSwSyoRWUmL8kQKEl7qNIpG+zJt8kJeHaVAKrziwyyS2wiQxb5jQ7Zja6EVH+/ldljGfSiCl1bpe1S6fcormjinl+i9wmP1j3wN5/5Me5sSIRIPsT3hIifhuTFk9zx6LsA8X617RCL0fQ6QwKXqxC9YIZKl0GgLF2A5BEJi1772d2gNPUWg8wBadspT65pfEjEDaFZ2Yy9oKjCW/Yp3vfGR7jldS9S6RX82NhVLQTyBuUuk7aXTOptPqX5MLvCoJ4xeHr7CoIFDa7Bi1/9NrGz4MY1gby0hfW2lKTezJ1Aaj2/A1TPLjcpdVvMbvAY+fwigpMmTlIWuGqXKMUr3Yq27QaB66YpzrNwksIm9oMyv5o83yZ/UYNmXDIpa20WyRMyYpi5pElmv4hOfBtCUw3K83xiYx6xYwHqbT5WVVHpEyiCF4B3/PsDUrDaMjP92Bvvw3BlVuq/kiKyJI8fgLY9TQ7ftwQnGyI6Iu9n/GJFvVXiq8wGKFeUwPWUBEKbH5rkzOsNhk+2iU2tx8BJSgB98jg4ba7MYscV+AI0CMyadOzwiYzD5z72IxpJReKMy/A1Ueppg/HLkmSvrWM2ZH5eWCwbpV1S9D6lKQ0KZzVY9JjaIArgyLhs0s/96yYqU1Hsqk/9uiLVTkXXiy7hGe/c+5k8z8KuiEI+MqqIHA6hDZi+uS6zvqBLuV8RmhTlbO8zVabXx0kcMYmOymff/1hDAgKasOIbdxA7IakpVlXTcki6RfFThmwQkxZtuyA+4p3b9CPHA4RzPrOrTGaXWwzdKO/TjWhKr7RhFw1qI3E+2/9brn7PSzQW1jGakqaSftcQas4i2GgRZfC3f3jzXJeljn08TMOzMBzFTf/jKXRfjfRxGSEUftMt6S47DfI3VKj2+EytDxA/Y9DIiD3vny75L6LPx1jzylsl27OoCF8yw9c+/G2JOEPWz+ifTJyz8BiTQWH5zirsfVE6Lh1l/q8/QPueGl7cw6wpdF9doDlrmiSGXNzLCzRaNI2MpjL4fwby/mGl1L65Vm567ms9wPDvfc/I3Nf+0Nf/25fZkBbDqyi8+JhLM+VR6/Io9xiU+xXRCZ/cEov2Z2y6nxcPUnqfweD97+fRb19McZ5NvVsqZzciN3l82CN+RjZDuyxm6+CkSdvOMvWMIvy6SfLLIH5WoNtmA7Sl6H5SseTtR8S03TBoxiSK6t9++CZCYzbq6iwT54W54JM7iJ8yuPVjn8CuymwJIHnIRPmayJhBoKSpt8kCvfgDhzHWF5i8WNPxgkFuOTTjilhXmVq7zBDsUyGyS21Cz8SJnzHo/sBJglkxc2sTjPY602sCtO3R52hHxVUO1lSA0MycMKjdoNrvkT4E0SGT2FNRwpOK/od92NJG+ohPYalH5kCD5Jk6sREXu+wTORykOB/Mo1GSZ35HcWkkDZxuR264pMH4ZT6Zwx6+LSbm1l2KZgwJqQ6BOxkhs0+TvHqC7DL5UDpTJXKrfQqLDJw2FycJndsczlt+io4dHmZdUV7eQHmcq7pjRwKYJROrtc7UeQbxUwbqRJTxa13J8Jw1iZy24UCcsT9tMHmJz2fvuk1ivWqy8WtDhBy1hzow6vJ+gnmZP81eV6dna5NAEfIbHBpPtbLqTYfQBgzeV6bWrokP+zy0dQMt++UerLUZrHrNEWoXlxm5SewhjbSmsESIQ50vafquHCJU8PjeT6/n8eEleCGf6LiPXRFBWKVXLDb4ir9/7T1ExkUo0feY0G/MosnKr91BcYGIw2YulmLxb999N8Gs0IacpMZuqZ97hpKnfGodEJq0KHdJkRMbEfiHVRVBlZPyqbUrZk5k6H/LKdyIKHEnLrDwXlXcPhSg+6GxOQqPYmaDT2lpk8wLNtM319n/8TsFB5kRatHI9cJ17dgGkXHoeElA48Gc5ltffz12UVPr9Mkc0Pzb4zfjRqSz4kY19gMp2nc6zPxZlf0fv5PEMetc6yw6Kl7ctmfk96QOGLQun6G40CcypnG+2ylCkXFrDrmpCRQM9n/iTuyqBk8C5gtLPZKnfaY3QPqwptwpnsVP/fqdVHt8ptfZJE4LgNy3QU8H0SaEsmJ/c9OudL4ssQeVFzaZenttLjRdYVU0TtLHiSmMWBMnblDNhQnmxV4xtU6k7pl9ikabizY0B//8TqoXl2nGJO3EywfwgmDuiJ8bA9XaFadfGya3WqK0nvncVykNKHxTUVtbpdbrkjgjbfvqhiqFBQaTF4qfFA2Nlrk8T0cKxVBW40agsbLG9BqTeleTzGGX1AELNTcr920ZS+m4y2fPvI4nvnchie0hGi2K+JDPyVf6Sb8gGM7Q7Fx4eV7T9WKV4WsiGA049oOluDHNL751NeHdEUZfI+uI8jVjl8oIpftHQYKzBrERzTXveumcxeauj99KflUT44k09roczrIquSMtvP+eD+AkIbApS6XfpfBwF25EU1nYlFl3XUhidhmGJlqI9xUZ/6hDaEI6C4nnQgy/3aVll8XkRhvzuSRuS5NGu0fbS//7fZxbgAXAWmAc+PL/4s/5n76UUu9XSu1QSu1oOhV+9k9fJLdCjKnlThNsn/Zt0pY0a0hCw5zZdWq9jRtR3PGx/5KA0pwYu+PHbExHi1J1RlBs9VZpa1o1zbwHBSM3szZGeU2d/NZOIqOKqQukFdqMMldRK47evZRgFsKjFv6KMrVBh0ZaE9k4Q+jnKZyU5unhRfhBmF4rBv/gHF7LC0JhgYlZFw9oaEY8W0d+sIzmwQTv3Pw8xQGD+FlRegYfStKMytzJcESiXW+VU8yhpxeRvaBJ4oxPuU9hnggTmZAFFqTl0PmkRfoQhHJymnYjksxQnK+ozPPY8umvU+3WTJ5nM/qGJsV5Bl3PKSbPCzJxXpjUp4dopGTIr5dUsCqCTasuk4W5uBCCwwHCDySwq5p1K04zfrGcqrqfkr/DtyF53ODdH3+A8KTB6z/9JFN7OjDXFvCC0Lyrg8RRk8b8OmZZJP1n36qZ+vx8Jt5aJ5jVxA8EacYkMSQ4YxAb8el+1if6fBRtaoxrZul+rkloKCDIuMVVrLq0QhOPR2l/wWT/x+48xxQFuXdadpm0HHWIn341G1Lmxr0/scguFTRfakcAu6zZc99y6i2K4avjBFfmmbrGIX7KYGaDz+QF4MRh5CuLiD4TxZ60mbgQomOi5ATILzI582IfE+ebVBc34OEW4qfmck0diVELTUuR9M5rt/L5H7+Z2ITMvrygotbpY1YVzfVl/HZJFkm0VlCu4ovHrpnj1SoW/TjLtQuOnnuePv25n3DkfXfSmF+n0iObU3aFtEx9G7SpSR+e64iYmsI/9xGelDlX1wtN3KgId178yrc59Ok2Wo54tO1q0LtkivbnJKA5cDDC6i/fQeKsR6XDJHHSoP+3wmTOLzQoXFSn3GNQHIRKrxSFAKFpg2K/QdtOYbQKklKRX6qZWRXAfjLJ5g9/gOi4z8yaub9RS+EzfWmT4kLBqhk/aiV+Wmao1TaTrmcM+h8ugimFR/qoz+AD78MLKOyCidFUtOw1WP2xvYQnDKbO13BdlkZKkTgpf5fRhJl1mkZavL/pA6JYLfcaZJcrzKJJ8KYpxm5pktmraNlh4Z2KEcyL5qDaLZFalV5F8oUQ9ZsLKEtTXOiTvHiS9HE5cRbnKwYe0DTaPR6shuj+URCzMefPjjfxwiLGChQ0Tlpm83ZRER4zaTnqccXffZyui0bJLg/ilWzixy3csMJJKLxCgMMfvJPEMYPupwzyawVwsPy2wyhffqZvwzdv+w56MkjilCZy1qbUbdHISC6s0+bhdDa56rI9JPYGaHgWqZNNYmPiMy/MNwjmFbmVcp+Xl83Zlq4vMrY5gj3HAvZCShS03XIq7enKceiOOylfVqXzRbkXxy61CM7KeOHerRcQG/eYuahJYdAmccim3grGk2laHgsTGTPI7NPUFjeo7Wlh4EEtAe0xTWDCIrvRZeZisbGVFvgYpqZUCGM8n8QLaTLXj1K+rErgeBhtgFpdpDTfY9EPXMyKwfSFv0sY+r+//pc2Tq31pNba01r7wF1IKxZgFOj7vW/tnfvaH/r6H/r539Vab9Rab7SDUW742V+itCj18hc16HnYPDd7iY5ryn0SuFpYLEg1JwHfuPNWko9FuOQzLxOelMVo9GrNTz/3JZpxTXhWMu9qPa7Ix9eHKCwwJGljNIi7tkwzAb1P+Njn5VDrCthlzcxNdQxHU1jZpLmiSvsvwmRelCijcjXE4IePEp5S7D3/bior6hx97xZA1Gkg8yC7JLD0Sp/gtAorm4RnfeyK4qePb8Y+L0d+hUtszKd4ZRW7Iv67RoskWZh1mD7fp9HmokxptfkBiRXLL5UBe3mezAHLPbJx19My9wwUNZVug/RRn9QBg9v/5SOEJwTSHN01h+G60qeR8UlcPcGZXy2QYN0Y2LtjdL5cI3lUkdw2R6jWoJaVsWqa6UuafG/wPnRHg0ZavI5TlzVJbJxGG/Ctn95Mvc3HVh7BWUXo4QTNmCARzYYmvjNEZNQgcPEswTNBhq8xiT8Vpd4mm137LuFyWnUwbpsit8SSrMJxA/VgCyNX2XRfMoKT8ml5NMzf3P5TXvverfgBmWWteeWtdC2T8NxAWWNXpRirdPwOTlFvkVT70ctlNJBdBf/j4z8kd5FD+rgnG31C03JXjLYng1Q7NalDBr1PeXRua1DqF5h6YGmR0LRBud9n5AqDe2//ItVuD6uqsEuKwGiA4gJNeZ7PxMXCB00MCew9UNLc9+3LMFwYvk7avpUOk9CUgVVTxJ6KYg8H6b5qmPKppJBVftKC4UFxscfE5haevXvDuff0Nz+4jZVfuwNrVHJq3bDiqsv24CQ18+7LnbuOhiNWjzOvM6j0zXFxO2zCUz6bPrCL1V+6g9Qem8mNBrMrgzR+2imewwyELpil0utTTxu4UWmlNlJSCHzyrfdiDYVIH3dJH5YEFrScnFoPuOcIL8ljiumrGgRzMO9Bh+iET2G5x8QFBlbdJzqXEelbkF8EsSMBrLKiuEQIVLExj+LmGk4Sxq9xGbohQfykiVWDmdWK85aforBQvN/hKZmxP/3UWt7/7geJnTGp7ktTWVej0i1eXsOBN1/+osSSdXgECyL+Uh4ECorImEHjoXZSLwUp9UmCT2hWbBGerYifkbAHqybGfnd3iuiBIMFpg/JTHUzNBXlL/qtFYNrkr7/5HukqTWt6nyhx6aIThKYVpXmK4kJNcEbay15Y07a7ST1l4NyS5+yRTpQL8/5LvLmRKY/iKgezajD/ifeAAYVBg/Rui8iwxYu7lzB2KeSXyezzU194P9H5BfLL5ryfg5o3v+EZrBqYZYO252we272Sardm7PleztwqyDqzJmuH8sCszUH4dwWFefxiknqrT3m+zMytqiTsKF+x+pLj1P6rgxXfuIOWB8PMrpSos2Zbk1qnpjBoSorUIhFHhbI+LUcc3IiMoHxLis2VH9uPFWqC0kyts5m5oUFmryI2An0PKTqfsqh1eQTyBm4xQGyfrFtuWJO7v4f2X4VwUj755T7O6TidLygi/zxOzzM+Ruz3pOn/t9f/0saplOr6vf/5euBVxe39wFuUUkGl1CCwCHgF2A4sUkoNKqUCiIDo/v8nv8u35niakwaqqQicEdvI5PlBKguaODEl4cKrfZppl6Pv3kJkUnyIkWmP3zxwIVZNWqWZ7SZv+LpswmOXygIWHbJo3W6SOiXm4PiQj9vTwMmFiJ/VlHtM1JNpQo8maLQoQmGHRlqhgj5uPkC526TlUBWvu4G1N8b+3yyjGYWFd3+QlueldREsaH74fdFXvZpC0P+4g1kX/NPpm+9i7FJFrcPHHqhgPJam6xmDWquBHorQSGu6Xqrhp6TVEihqVNIhkKljTgQorXAIzShmVptERyC/0CR+2qS0rkF82EcbUr3aFVmUK30e0+sV/W85RWTGp7qxijbkgav1eNh5k86XNJUHOykP+Bz+wJ3CivVg9PIwXkgJ0gqInxbIe63NoOUVm4te/gADPzSIj/iojQUSBwI0nmjDSUquZXTY4J5/vZZmXFOd88FNbNbs/PstQqXp0gR+kT4X/lvpUXNzLCh3mwx8+BjhaY3/n+04CcHsCU9UZkpnDnRjVhXZlfDX972N3265lHqrInHap3YoRfGxTrIXNHnh379Ncb48AYVFAiiA38EUEifFa2oNlvn4b28jHK9TfXcOqwYdr/iUO0Vw0rbXxwsqptbaFOcFiI5JpJa5NSnWmcOKl974Zd747395LkzYjUhaRmTMwKoogjMmi350OzMrRf2dW65oOdzAqkLf/Gkmr2tSvbRMfEhm3bmLG/gWzPxXnyhxIyLy8mwJWG/fXsQu/04RaJ2fIzomEVxuVBEf8Tn0r6tJHofp81K0v6KY3SCCi9wyRftLJrGzYnL3TRFY7fv8GhJnPayaJn5W8lzLPSJ0CU1B+VAL2tQUFgr0wi5BpUs24G9+41bskti/pi93iA83yBySRSm3WLxz9YxsVtZ4kEYLTK0PMbtaYdTl+g9fB6X5cgLwLyxgVcUy4SQ1Kuyx4o2Hcd6TpeM3ITm1FuXkUs9opi92sSqK7QfnY5cUmQMe1U4x0rfu0fzHd1+De1GRt92yldDhMFYV9n7qThJDHo9uuRi7oAiPmFQ6TUrzZGxT69DERn1q7ZrohPh6nYz8fdUORXGxT+xPR1E+tBxyCRZFne8kNR075zJJI3KNtILkKYfkCYSIFpF26thnPLbuXE5ppUN4UuD35WUOS157TCK+VtmiED+SomWvQd+bTwlHN2+QXWYx+Avx/IYiDtEJj9ioj1aK1Amf+HGT9EGDxEkkNjD9agdAkVstBerj/7BZtBUxn3DWIzhpkToKwVkwKnNtTAWRGRcnqQlNzf2MnI8TF53AqyMq5UmHw2nzwIf83/Uz+I7jIhRsNXBaPGptiq7HLHqfahCdkFAOLwR4ipl1ijNvlvmv0y2Zp8X5Pk/sX0bolRiNLpfomKb1oaCosSua6bUW8TM1EidM7BKopniKywO+6BJaYfQ1Hn7QxypLh6H8lgLHHl9Asd/CGAv9wX3p/4kd5W7gJWCJUmpEKfVe4N+UUvuVUvuAK4CPA2itDwL3AIeAR4APzZ1MXeDDwKPAYeCeue/9718KKhdWaWR8QjOidooPS886dsImWJT5kNFUpPbZLH72Nsy5qEgvJItpboVsiE5KPriO7R6RMYPyApfMAZfsaqnotVJMb4Tu39qkDlgUB6V6rHUI+cJJahpHk2gDzIkA6f3ii5zeECW+K4RVg+qaGsGcpudpn1qrRA7V0wbpYzJofurP/o3u512KAwG6n29Q6dVc9oH3Y3bUaNmniD0Uw0lBdoWinpFB/7zf1phZGcaaEixYM6YwR0M4JQF9R4/Lgm2XRK3qpDSldXWs8QClAUPER3Wo9GjyiwyCMybxU3Ds8QWM3OBjngrjJBR20aDvYZHU1zIGkWmfzD7F4h/dTvpIlcyBJsqVlmRwTuxUHpAqsbG5JLO8x2MMXxtgYrPG3Z+kuMIhef047ZvHCObmZoFvKKBNQZSZDaEGrfrKHdhl2bha/myI2TWvboiiiH7VV3rwPkmZmbhaFkPVhOXXHcO+doa9f3knPU/7spklXDL7BSivDYhOOFgVRa1Dk95hs/SuO+h60ZV53xCCR0MM6LNrZC5ZXOjTPBslcdJAvZKE32ZkPn4kS/6qGrVBh9wiIVi1HpDZen6xgdmASr/kMZYH4Ka//SSxUZ/wpFTOidOQXakoLXYF1TbYwAuLJ7k0T8QQp14foLihzuT2TlTeprulQCOlcBKa+O6QWCI21dj2mq9y4Wv24SQU8SHxrA5flyQ6+bs2k/1Aiks//jK9TzcoLHeppxW1jIHZ1ASLmpk1irZt5pz6XBF8+wTFlQ5uVDO73se3FW5QhDe1dkWtXREflfs5lPPRJux/59dJHjFRCyqkDyo6XqkRuHQGL+ITyvu4EZkV4hiMXRLCiZskzvpkDjTxTUV4WlPuU7hRn8Pvv5PSApfAgiKpI4KHJOgTGZNrlIrWaMY1LYc0yeMQOh7kpcMLKL/chhNVVBY0wYBGGiLjitaXLWrzHTq3mqSPi3IzMq7I7JfQ8dKGOtaLCX7+68tprKgRmdCc9ze300jKMxAoyXxQG5DZrzGamvgpEbEpXxJ7KgMu8ZMm8SEfswHBaYOhXT2UBmHyPIvRywwarZr0Uc3IFRZ2QaAmIPPD2RVBseqscoif1YQunIEXUkTPmPQ8ZFLp0+SWaxL7A+w6OUBw1mDBa04SWZkjNqKYXe+xKDaFF5jjucYgv8DGaCi8I3GqbQaBsk+tU5NdatBIiz2vfGVFCE9lCDyYIjbqExk2mbzeEUh6WaM8xcT5JrFhyC3XeGEI9ZdEEBjVGA2fo+/ZQs+NZwF439/8Bm1AMO8THijR/TTn4B3x4xZOymd8U4g92xbK3xqV+btVlY7P5Pkhaq0GLfuFW3352sN4IZ/giOTwJvYFiEx5aEsTGg6AguCYTXFQCkjfhKnzpEA98ZYQWokdpe9RjZFpYJcVXc/J/DP9io3hSBKMVVP8YM1/zh0SNJ0v/b8gB2mt36q17tJa21rrXq3197TW79Rar9Jar9Za36K1Hv+97/+81nqB1nqJ1vrh3/v6Q1rrxXP/7fP/3e899/9T4FYtrIqBF4Ldf3Mn9bTBi5/6d6qdPpMX+fiWIrNHNpr2VBkvCI035jEbmuTZJlZVnUu/UJ6imjEJzUjE2NAtYiL3TTHHG01FPSXzz0AeipfXpGqbVjR7GySPibDCD2h8S+F0Ndn913ee22BjO8Pk1rtYH5ug74kSxQFTMFirpPX35o98gql1NoGSz9C1AUxHYTZ8un8S4MIP7RC2Y1YTmla07vNoOaiZvCBCMO9jOnL6RsGx27bQst0WVJYD5V6D8oBUtX1PNul8KIDhKII5TeAtk9RbJIKpGZNKt9GiyBz0WPw9SZJ3kpp6X5Nyj0lwyiSU8xm/0sOz5XeevTGCVRfBS3xY01gvYcp/94Z7+MKlv2SwdZbokIEfUCROSGZioACqbqK/0075F11SJc4zsH+bwml16X/Yx0nKYl9ZXcdJyTU6craLyJioeyPj8h5qnZpmVE7l+cVz/NX9Lo/c9kWO/2ox5s9b2LTnDRQGLd7xDw+Ar6i1Km747Fbq8xrkFgVRPnhdDcqXVmm0uZx5naIZkZbP919zFwAbvvFRWncr7JJBbMgQss6IS+v+Jk5KkT6kGLmhDftoBHtKskxbDjd4dst3ybx1GHzZrFOH5QTYclCsSeM3Niku8qi1GwRKPmpRGWxfGKUjAZLz8uSWQ+9TPi0bp+hYPE1vZ44/veUpEicMvrP4Z1zwzt0Eior4kMdVt26n9bEQN/zjJ9n6/EoKy10KCxULLjqL8iHy0d9NQnLLNY//8ELcsEkoUyO/TNq1U5s0lQ45deSWQ3ha2ovu9ztI7QwQG4KvXP9TGpcXGb9K2si1Lh83LG0xuyx0l+QZl+VPv59yvyayNSazqkvC5LIxYqctigMGzfl1Mgc94kdt4kMazxa5f26RTW4ZZFdAbZ5D6pDBxr+7ndRBC+dEQiwRwz7WjH1uNl1+pFP+5iVSFDYTmsw2m0BBBCaRUzaBvLBmm3FR8fY+KPCMRkL8ydFxn+kNki7U1Z6nkdZkDnlEt4epdom/VmZuitCsT+yUJfziS/Qce1msYMaqAk5cuga1DhHqYUDrQZfImEJ58hx3LZsSkMGA2H/a9jbx5k6cLYc06WNNsTIdCZBdCaX9GbxNRbwLitRTBh3bfeyyQaXXxwq6mHU4/Ox8nG0tosAvmrzyT+dRWGiw8H1HxPc9X4LWAwVF+dIq4xcKv7mZ8HnH65+SkcWOGDs/t0XaqCHF+BWidG15Pki9XcZfaOEWN9KKjlek2+DvTWLVhTg1tTHIim/ewdmtgg76+rdvRZsS6xh8RHxRlT6ZE2sTFq0dpt7h0/GKKLcDRUmlsmqa6hVlYsM+gYIo7xsby+y8ZxWRMZPYWTlJNi4uMXmeycJfNFAu9N50htZ9HvMerDB7YZNmQtrobtyjdZdBvU1j1X3yCy28ko0bEb2HF9aE8tIFCxak/fuub30MP/C7+Mc/9PrjJwf5QupJHfNJnvTZ+LnbUb5mzU8/Suqoou8xKPUrZq6rE8pC454Ocit8CmeTzKy0qLaKOKbaaWBVNX7MlRnMLQUSZz0y2yycm/IEypr0cZdAXtJMrIqcGkK7IjhJTctRaQ/YFS2J5SdkwWh93ua8v7kd99ICx27bgnNRid6HDc7u6Wb2cw0iE4J+CubkItTSJokzPqU+SYLHh8mNAQqDNs+MLCR9zCO31iOUle+Z3CTtppl1Qs9JnXKJjvlc+MkPklvhn4u8qm+sEB0RCPrp1xtUOg1QWtJS7uug78kGtTaDhT/JkTgJ//Cun5BfZDJ2SYxGb5O2PT7990ubxmhKWzQ0KgG3Vk0k3UMfcCkvbGK4mvgzgrz717vezHeGLuP00/MoD4hwKX28gdkQ0UHqgMF3v/JVspsdWo5IPFZhEQRSDXJLbKKrs8SGNa2ZknA0AxqtIXVSeKGBa2ZoxhWpI8LJjZ0xaN0n7bGt3/0ub/2bTxIf9SjfWsL7VRur3nSIu/79FvoekbbvL793Ja3PBSj3ycMQ2xMi+ViE06/7LsoRRbVW8Off+SAgweelAUXyuD8n5YfJ802e+Y+7zgHRtQmpTZM0O5w5D2OQJd+7nfJ3enFSmuwyEWZYNWgkFfMebBI+FsSqGNglzcxqg+CLcTIv25RXN4gPQel4isRJUSnP7G+n+GwHY7NJvvfUFbS+fpjXf/sveerEEuySxvA0jz66kWZETg0o6HjewHBg4hcDmHUYv2/g3DNkl6ToHLrRQO2TqLDAddNYJQOzofmbT/yU8IQS1FlMUemSHFvfUnz2rtuozYaxZywCJeZwego2FlAaWve7VDpMmJ4TtMRko06d9LGHgrTuaxKekoKy0m7iBQWkXu2U8UEzAW7Sp2O7RgXmxCXXlgkUNW5rE/89M2ilcOMe/lzbz2hC4aoa0TGZ10fGpEgy69J5aiY0Zk3CmM0GcGOW/HwT35LgYruk54AYUrjlXujED0JtLoUFRNAWKMoJPL/YoLK8QWRCExmV99Cxo46TAOvZJKGc5OQmjov4r9bhE/voCLFRj/hZTaXLJPtCJ25YE57R2CWX7DKb0JQsv05c4YYNKr0C3Q8uKtKx3cd8OUF9LCrQjgGTek+Ttl2wuGuK+LAAPrpequPbMlaYXS7WlD0PLcNoihvhVT9pcGcU5UlAQu/THr/83pWEb51E+bDq3++YC82Q7NZAQfi7ZlWRPAZoyK3ySZ7yaIYljWTwijMoT7oItQ5fuM97pQtRWujRts+l0u/xzo8+zPPf+M45Va4bgcl7BwhNGqz85F6e/8Z3cKPMEcwUfZk8E1d4gkttU/TdZROe+d0G1owp2n4eITStKCwI08j4DD84j4kLFSf/JIqZt7CLmnqbT3qfSTOicDpcZpdbRMd9Eodt2nYI2tFaWaTaLsWI0RTRVeaw0LAqV0me8B96/dFvnIYLbdsNZlcrigMG1XZF8ZI6yRMQH3IpzJPIpfeveZ5ql2Z2g8/gb1yiIybVRQ6lQUWpXxHIC2EnvcOm2qnZf8HPqHSYVLsUgQdTaAUTm0yCWX0u+Ts8KX3vyIRidLOFMRXADSsyBxt4YSH5VDtlIa3mwiy8+4PUsyEmLzAITxpUX2zFDUt7rrB4Tko/6dKMijo2NuISHdXSGnA19SMpqn+aJ3HUYmatKBmNJrTu09hFg8Rpn2qrSW6JYnqdInHcnEud17T/OkQwpwnNauInLAIFkRpnDggweXZ5iEqfz1/ddw+FJZp/2PIOwpOCDOu/12D0Kk2x3yI4ZRIoycKROi4LT6CoSQx5pB6Okt4locvlfvmMOrfXOHWmHbsMqSOK5AmfRsomu8rHC8Oadx3gbf/2SU5d+z2ySy1iZ8DNuGzoHca3wd2aIXttDefRNrJrPAbvd1gzf4SZFRaJIZf61lZRFxd9omM+xSUe+YUG2eUGy791B4YLwZxLZSqKVdfsemg5q99zgEqnSXB+EYy5zzzlE75khlBWM3tFg1VfuYPEcRPTkRbhq2Z1q6JInNZMbxAh195P3YnT6nLVO99LMwqGB599308xvt9KameQZlRisfqebFBPKTpXTeK0eWRuGCUy5fPIX3+J4kCAeqtPICfEHT8g/jl9yyzRA0HqGTnhFi6t86bPPAa9NRoZn/b7QoQmDUzlE5nUeNkgzZhi5AqDZZecQt+QY++n7iR5TJFfrIgPa8rzxO5R7frdYuMM1glNa7Qtdo1qt493fyvNdonV+sZH34xV1UQnPFqOOqROutRbNS2HGxhN6Nxq4vY2MBwxihsO1MZiuGGodEp3QlsSjG6V5TNEa5xeh+GrLOqtAmtIDElChVmXxbY+0CA2rLFzcj0zzwRxrininYnhJBRm3iK7o11inmqGhCMA9TYwToUpXjk3m+/RVPtdYuMerfuFEdtcX8aL+dglTf2VzNyGLtcvMu0yvlkTP20SnlawpigWkoC0heutYoQvDRikl80SmoWW5wMSkN2iqXYqRi8N4SR96u2aWpsso8Wrq8RGNKnDihPbBsguNyn1K0oDmu7n6nzi+gfJrvGwqi71jKY6pz5NH2tQeXeeQF7WCn93kskLDNInXK7ZtI/sSik2QsM2nq04vGuA4qCBM9DA+uwkXkCdS01Z/O4jBIoiYKv0KKLDc17ZmrRVQ9OKUo/AV0qPdEq3ar5LI6W48g3bCY+JxzcyroldNM3sWp9Fy0exc79r1VcWOYz/cp4olMuyNpX7YeT1c+37SZN6ysRqrfHtX9/ABX91Ox0rp4jPAf21gsQZnx3/sZYV37yD7q0V4mfkJHt2Ok3nM6Y8I0M+U+uClHskg9dJyRz8uW9+h2BeE8qJ6Me4JEdw1qDlIJx467dRWorFch/kV7l0P2bgJMXekxjyKPdJkVmZjFJYKnhTbcrMPLvExqppok/E2Pehb/7hfel/z/b2f+7lm7DtC1tIngBtgbYh/kKYHf9jC1PrbZwUtO31+eGRTdhFhZ03OPUOWczsKZvYWakkGhnhJHpBReqo5Bi+SispLIDZtfJQVrsVlW5R4TpJiTryghAdVUTGDaq3FBm6LkB5wOOTf/4L1MYC8eEm9oxN/8NNgpMWoSlpBSVP+RQXShs1NCMf9dmbxOM1ebnH1HobbcHURR6lQWjdrdGPZPAtyOwXJajZUFQ6DTKHPJy4otEiEncv5s2dgKUKK/WZEsrbkPSF2LiL4QiJpe+xAuV5mrad8LGvfRCjoQjNaoIln0BBMXaJSWq/tKJeDUNOnfKotxiEZmTjbSTmvKJNOeVE5hSOJ95pohrif+t7+ykmr3AZv1ihbTH8H//ickrzfRb9+Ha8gDzcgUSDnc8spdLrYZc1gYMRCqsdVMxl5PIQ+3cOkjrpM3aJxFi5EfjWV75Gqc+g40VB/xkNqM0Tcdj4piBG1aCRUNTmO2z77Sp2fm4L1ZkIqeMu9bRJZNQkd6QFNHQ8EpCZ2jw5XfurS9hznM16h092ueS8lubBmi/eQey4jRsxxWPXpfnHu95OcdCkfFGVYF7um5NvN4nM+BQf66T9RZOR3d0YLlzzlb9EebDo7or4K8vQs24c/mwa94lWAiVN4rQUKF7N5Lv3Xkf3zwJk9spJRxsw9ct+ZteJCtquaII5g2NPLKCxvYVFP7qd0gD0P1ojd2MFv78m98jvh9cXbHLLoedxAUtER2RRUVWTUj/klthoQ0lCRbfN7AqLzH6fiU2SBjJ5nUN8V4jseo/CCo/mKsG/tV83QqVbMf2mGt1bxQpT7dLYZcX0OoPYwSDhaUVl0CV9xCf08TG8MPCmGby0S2qnCDm0BY1WSTWqDcWxqlKMemmX0IySVvkeRee7TwOw/c++QmhGkXgiQqCgSZwEqyCJQLPLTKyKQe937HMB86YjPz86rKh2aqbW20RGTZoxKQLS98RoxjVmQ8YGmb0CHzHrEPlOSoD8NU3izNycelZUmaFpg0BeUVzkiSXubIRyj6jXzZriohv20bl5lNQRmNgU4gdfvYmFdzc5/u4AdknR9ys5Qo992KG2K0NlSWNORCNtynrK5KWfr6Nzm49ZhzXXHWHTn+8gmDU473X7CR8NMvz4APFRV2abo5p99y8TLvEuj8TmSfKbHDZdfBijqel4Geqtoia3S0Leio94tL8gIPuXv7mRWpdHbWmd5q05Ks+3YVYNxh/sx6zLSMguaYyAh9Iaw5OZfvyMxND9ePN/ABCe1kxf6JK5P0J0BGZvqKH+o43SgJrL2PTxAopQzidx2qfcH6Y0Xw5J8aejTN3QIDRn3zMdIR+ljwqz165oVn/5DqqdiqGbNKEZmeFrU9atFd+4g+wFTT75lnvp2OGzZvlZQrMuSzadwbhmllqLQaVf5tXKUxDwqbUaBIqi9C/P92jGFG5EccWBP/mD+9If/cZpurDke7djVySeJnncp35FidVfvoNGq49vaaptBubOOL4lasjE/gAdO5okj8oiL9WzS26lxg9CYaHcQL4tvfXjt22h7wkPu6Co9zosuO6UgMbPCJB7wXWn8ELQvrOO/VSS9h2anqfh3779ZlI/jQk4ekoxfHWAX9/2FcoLPNygotxtkD4oBtxXW7VKK8oXV2l9ycILC9mnbZuJXVKs+ou9+LbceKYj3MpATlG7oCIXvAei45LgblYMypuqxEY9UfQlpaIv31wifhbGLrYInp/FqsHU+Qm8oAiDfBs6dvjMXl+j2iqX3y7LTRzMiWk5cu0kblBaaX5AElO8wFycU58imPcprBDxSfh0gPaXFD1vPM1kNcYNqw+QPKbo2mqcmykFZw3chEf7blfIO55BMKtIH5TKLzIhM6ro/hDa0MSGDXwLOrZpGq0eb3jLVu745EdxIxIWXG8xqHV5rFg0QjOqaLT5xE8beCHFwK8UwfOzLPvOHXQ8azK70qLcI7gyL+HRSCtqrQKY8EOaynVlnKkImYNSLcdOC/LLjYLhKsEyjvnUUyYrvnEHzZhQRQIFTWJrmJn10qHofdig3G1SWtoke30NoyFw/Oi4L7i3RVFBIy5sUvyvLuq/7IArcjgJxYpP7Kfa66FqJnZZMXSLZmqzS2RM7pnWPVVa9snMLrfe5ZqbtlPrawp68YC0J8cvjBDbGqU7U6C4unEuJBmYww8qRq/3yC/3aUYgOgLhMZPIhKK4VFJ/QCg6TkJT6TQJFKHSrei915Jw5qMWHS8o0g9HKCyC4R09uEur/M2ah6i2GRQXid0mmNNER2TzMy7KkThqUeo3OH6gl8xBF+++VkLDAXxTlJbxU4AP6eM+vU/6EhxwxCF+IEBxicvMSoEwjP1kEIA193wMu6Kxa5pKL5TmQXhKEZ72cVKaxCnNxKYg/txiGshrIiPSXQhPKdyIwC+SJ3wR5MwziIyKwCZ+GhppEU7FRj1qLSYYMHWhPD+NtKawsUHXyx4dOx20IWHujRZIH5GZIkiLf3PqGPn7eijNk2CBWptian2Ygd/If69lZON8x+Lt+KYm80KAmZvrpI4KkchJKOLD3hwpSbPvkaXs++xawtOaZ/YuJTyteetbnyI446B8zexqTWzEp9alyS6xKLzYgTkV4PB/LiO/TPPLL3wJu6R411//lkqfOA8m3yTBDmZD1OXJIya6ZhIJOlxx607MhnS+gudnZe7nQetjIWptilqb+GPLAwq/q847HpVxR/qoQNvLvQbRP5kg9lKEWotBMCfK+oFHXLwQjF3nUZxnMP+jR4gNQeYtwzIqGgux7V+3UG03iI7LoWLrl79FcbHkflpVzcIbT9L3sIQzZFcLzrE0T2w6gz+HI7UuGnGDs/csoDAYYOzn8wj/JE1hMUSGLao3lOjaKpYmownFDxYF45d0iI1IPq/j/X84yNqzwelqipigH2rtBvpQnDveex9WWaKrDEdUYfV2H+eWPJVen5ErTeyabEDJkzC22SSQM8gcbOL0NImfVjSTPsFrp1n59Tuop8UKED8cIFuLYJcV1Q5Z+Ca/NyhpIAry6xy8oGL8Emn/VtsMxi+xiE74ZPZrbn7gYwze64IhN2Og4pM+JEpEAHyIvRBhdq1wYa26L2q3eQ7P3bcO0xHz9MTFAm6IjvvEno1QXAit+zXTrxFWaWavIvFsmPwik8ISD6sMhUGb5K9jlAYluijz7xGxgUQVbTsUndualOd7lHpMWh8MEZ71adsj7bPioEH6WB0npXB/2Y5vK8pLHQwXMvub1NoUZtXADWmKgyZG9dVNF9Z8ZC8Hj/RRe6iD7VvWUZoHM2sVvc80mblIfn5o0mLoNTC1Eby6Rct1Y9RbZHEIFoXHGpqVwqbr5rNMb5BA2/CYyU+e2szscpPwlJoD82vip0xObB2kuNqhbYewRUvr64xeblHbm8YuibVCuVBZ2kAb8L5Nz9JoESxeZp/m1Ou/gz4U58GbvspffflHAJQHpLLtfaqGF9QEc/JevJCclk+98dtSrHUqItO+GOUdmF1h4sSh7QULhsOkjkEz7TN5Piy48jSVNxUI5hUDg9Pk1rtU+hTGE2ncMOzdspqW3QbhMRM3DK0vWURO2xQXgRfRHL8tSDOiiL1ugjdt3M5vd67FqEoerF3V9Fw8Ikk2lsL4eiv2eEAUrHMvNyx4yf77DJSn6NjhCLWqw6faqYmdsLjgqoPi22wTwcyP/uIrFBf6xM9oyl3SvnfiYjEp9clz177Dx8sF+edfvIlGSqHDPplDLvnlPo05RbjxeBonAbVOHx2UeX9xPrQclOxFNUdySg4UaCQVU+stgnkYudJGedCyV1TL/u+Nm/of83ASiuwyReemcbqfk6LHbGp6nvXk9LGuhJPWBNbkaMbk+s1ulHgzc1EZuyRK6+IyUYpXu7XM8pZLIkdxnoFV88mu1jRSGrsg3ufoCNgjAfLzLU6/QZ5pbUCjq4npaMyGEsLZsM+//OpPKCzx6H3GobBAYVVkdu+GDZntzukTfvKLq3BjmtnzXHp+bMtasbaIWdfklpq07FO07tPU5jfIfUACEUItdRppxW++dgW5JWF8W+EHNdM3NEgdZs56Ar4lc+v3XvU019/5KSoLm3z97tcSmlYSv3c4SjMh7+NPb36KWqem8xmT/LOd7PrSOsJTIujxnm2hurRBeNaXrMwJOZFPXu/gBTT/csG9BKfkIp16j6ju40M+1Xs6pQB/jfiF3bhPrdVi8B3HSe4LEJ7R7L9nOdVOxfGDPcSPmaQPwaIf306gIHqAZsZlw1f+HLtgUlisqXUojj22gOYHZiku8UgdNjBrYNZExDn1wRoP/fJCsqvF059frvFCio/+091ERxSd2xocuugn8N5puDgvB6i70ygPgkfClPoNnISm8HL7H9yX/ug3Tm1A55MW3e85Rf8jdTpvGqLn4hG++/Vb6HzFI3lK1KZWVdRR1sMposOyQFg1n/xSTfYSqcC9OTUgrvBdgzMG5RfbCBSEBlJv86l2+6jvtGGXEaVsm4FVlxZOYV6QyIkAbkiCnLUlyRVO2jsHBA6Nm0ycHyS7xqcZh7HNivhwk9jQnIJuryGB1wcN2nZCbolJqcdk8X84ctKsy0KdOmjQ7GvIZr1Uo3vq1NOKE1f8gFK/QWmeojQPjAYs/lGVrhcqhHI+E5t9Ol/ySJ3wGL00RCAvVWJxvuLp79+FnTdQHoRnPQoLTGZWWVS7fdp2N6l2BEmc9rHqmkq3wshbVK4ti4hnXON1NPCDmtCMpm23vJ9QVvP8f60jtc/Cqotwyu12CM4oRjfbpHbbwmudhtgJi5b9itbnbAr3dcss2ZBsw+J8UQFGxhVnnxmg8yVpWaEgUDAwXFFIVrs18dOK1EmX1DGf1G6ZOxsuRPeFMJqSWKF8eeCTZzxCZ4Okj3rc98UrabR7tO9o4rw5x8qv30EwDzfd+wn+7eO3AZA+LLCJx3/xA6yKIjbmkVo+SyMpv2PVv9+BXTJInvClLViD8kKX2qBDKCuLVOfLPrPX1+l7RPOJ6x9k4ifziP80QeryCRo/6GTwl9JpqHYKEcaqa5yb8zSTGlaWmDnPww/Ctrd/mZaDGmyf5uYi5UaAJ759Iam9Nn7cxVlXptpqMHtfL/ERl1qHeG3duAibXn3FRuR65Rda4vFbHmDqfCTyqqdJMK95fscy+h5vUFwu/sp3feHj9D3m4YYV2hKJP0rmk90v1IkPa4r9Jt1PAUqINt2Pm9RaTJJHTRotAi6vZ4TZHMgbtOyWcUJoVpFbYpI+DC2HHJyEoloPnBPl+TaEJxROWvy59VZNcaEmv0TuuTOvk9ma4Sqmn+lmar1NMyHiHpAOSfDZuGRXPpOWWXpEoOLNqGKwdZbiQp+ha4LEj9q4UXBaPOEPjxnkl0Kj1efsLYq2HXPjhYLEjc172wmUD217GqR3iQe1POjTstNi4kqX8IQIZuopgSyEx02q7aLkLM/zWfG5fSgfQtMaW4TpNFp9Bu93yOywKPVZ8veeiGNXNZFxTXSiSbnHwJy1qZxMSkTgkzFQc5vaLTkaaWjdYfCapQeYXaOpZQwaC+oEswbl+R6/+MFVfPJdv6LteYtAQX6v2ZCOTj0j2oj/vP9KtAGzaxTOyipKQ3GRiKVqG6qonE2p15Q1LyUtcF21SB2DTz/81nPakOCJEJFJn2q7dLiufON2dp/3c1Gp+orcEoNjv1lMeNqn3KuEKhTUmHWD4vImdtWnda8mu1r/X+z9d7SdV33vjX7m01Zve+1etLd6L7YlWZa7jQs2pgUIoYRAgGCncAg47SQ5KeekQSAJxEAghN4hdHC33C1bkq3ey+5t9f60ef/4bURGxuXckfHe+76ccTX/s2TtvZ71zDl/7VsI4prcPul4pM5D1yFF7ws+7cGA5ekiJHxSkwHJyRA3F9IY0qinM3KuGoq1Lz+FNmXc849//CsAPPzFfwXgqS3fxj+QpXi5T6vHwKlCezDAT0jn4I5XPftz49IvfOC02hAtBZx4ZCXnXxFl6sFl1D83RBAVkERjwODK974gAunxn5mpXnnNMaavNbjntgewJyPkDwdinWVCfq9FaaPw7IKYbOBIUbQ/41MG81cYVNf6pCZEz3P65Z4g64YV4dKQOn+wRmUVFNeZZI9atPOawmaZsaFg8DEZgi/7iU9luS1WRUBwVwk3qyju8ETB56QEqtNviItWZzUkfRrK6zXR01GihYDcEcXQV2xxN0fg9YYnF5DV1sztTDG3K4GbkqqwvNLCixkM7WnjxyWpyJwJ2fDxe4guKCKVkAu/Itm34cnMqzpmMX+FwnrHHIEt6kTZE4r3bnzkIk1k6Ds2Iw9Ji7bzRskgG0OiHFJfJuT3SFmT3idmzv17RbO2sl4qgtxpH9PTpMddVKDlOVx5Hqci8P/Qkkq90Wfg9gT07nNlntkvLWmzpahd3WLXX+ylstKgsjbAiyvyh+rSRnpJSzu2V5M7JuL9zrYS1TGT6kqF0TaYutGi8VIX7tYGzQFptbZz0pYROHvI9j+9m023n2DqZnAf7sZqyvvsfsnFakJlpUFrlQgR9D9ukDghyN0gApGyR/RgjPkrLD7x2buIlkI6GYPws714CUVt2KYxGpA5DaVtAfptCzy/4/P0Ph8SeTxFfp+JXYUbP/gBKssN0ocd7CfSGN/totUtMnaqadL39RjR8pI7T8TAbCmmr7bI7xffwZ+u8lqYu7ODU9Z08jKPs6uKZo9Bbq9NrBCSPGdSWR7h3F2fktnVlS6TN1pkz7i4aUFc9rzokznnMbczSmjKuGPm1S7Wpip2TcB7xS2a1KRPYlJGCz0HfWJzIkABgqKNFkQntbwa7v7oNwSd+lJS9I8VpM/J7JtQnIPiM4rEhIFdl+vKKZgoH9oDPtGCnN/QFK713FtbtPqEA3z6zR+nPiri7k5Z0e4V3enFZoLu/SKA0hwMiRSh/0kD5QvyOr22iFVTOAsmoa2IlBTRBZn1T/7rKmLzitkrIzQHwU0q4kvP2v+IRXlzSGG7iM9f+ZYD/K+3f164yYdB5zye+MbleHE5x7HFpUq5o5jZFRWZvIwifVbTs18TOCI9OH+5g1MVw+qudWJiXd4tKN8gqvj2tk/jpTSFl7U5XevBaip6XzmBcyGCXYf4uOztv/vC62gOKOojGn93lU7awK4ZWE1BJcdnRaHLH+yweXiK4jqDxLhB9YYWfksE472kJPbuFXUx5543xVLvhHExIAfrG+KB25J38vC3drDtb+6hnRdN3/69HtGCiO+HEUHbyuxd0bXPojpqUh0zUL5CeYJL6eRDNv7aEYJXF1n4tSbKUxz55nrS+yNUlltUVxhkTioiZQEQldcL/3Tq06tInzT41V95kKf+4ROY7Z+diyv2vYFj77mPc3d9isauJukLPv2PKzo9csft/Z87fm5c+oUPnEEEqsssogty2O06dB2qkJwKyJ4QfubD39pB/oiHH9f07gupbnJ56uAagnTAF+67ndRZ0ZitrA3JHwnoZCXARIp6STJKst7EhLzsgad9+p4UIWu7qbFnHYwOjH6/zKd/9WNESprTv5wSjmFZiNba1Ph9rgCSJjXFtbJZZ69y6OQEjQdQO53FTWkGH7Cor/TopGVjxOYNmoOa+qCJlxIAkB/X1AfFE7DZa9Ic1Gz+8D2YHUhOhCQnpbIwO5p2lwSuxKQh1crffpzzd0Y48lv3UV4nvzs+LWRj09Vkno+KU0VM4OOhLYP74NO9AgwYEeL7Z//qLvyoxs0oiutNChtsWj2KyhnR9dcKASnV5SKq3NSi79XjzN3gM7vLpDWgyRy15MBttihuVExdJ+jQ9qBPY0jjbWmgd1aIz0jyow1RW4pNWEy/wyV7/SxDj8GNb3geuwH933Z49B+vEs7q/Zp2r2bq+hSpCRH+N9syy1q8XBOfMAmfzNHJaWKzGqdkMHbFJF1HNYOfdwQJ2hDUHsDY1yBSFCDU9D+sWmpPi4ZtfYVPcb1D4MC33/EhohciZG6cZXGLXAh6ZXPJ8cOgub5DdFGCQKPfJH+wzvwOUYSproCRH2sMX4zQvW/3suPD72X2KkFVtu6okpgJsRqa7utmiN06T6wQkpgPOPqb92E1FGa+Q3XEZPqmkNqoprJC9ptTU4y+4xR/+rqvXzxDTlmRfCFGp0uRvCCoycTUz+bXtRGT2hqfxSsD1v7r3ZgtWP4F6H82pLzSwalKO7WdNblwlyI+o6mPykUbiXmoZzL07ZV5X+aE2KmJM4+isMEiORVgdjStblGKuvcPvow2BK3+z+//ZaIFTc8N02TOiFNHJyvzXLMDrby0Nd/yrvuxa/I8EvAU8QsWgSMVqb+8TXxKYb6Yom9viJ+AXfe+B6up6OTl34VpXwAk+VnKa6E54mN4ivQFn05aEpLooqZ+uAsjUGTOCC0jORVSGxOay8a7D2O4Gi8l/EgUSx0VhZtSRKdNjKbJ4m6fZ79yGX/1v95Kaa1wR42CjdUQGcx2XizTANEfTmnS4z7sLlNZpTDdkE5OMfCUgJLaXfK85pfyaAv6fuxgtTWdLLzik79H/hA4p2M0/26I2LzizOEhVCjfjV5KcvykJjkRkjsGvf8aI1INMduKznJxVYmUQoJVLVL7o5z599XEZ7UIwNdsIqkOmVMGQQSCoTbhhQSxxZD+Z33y77hA6lUzF5WdEk8lKGwWY+3cJrFtbPVo/G11ovMGWikaA0tJ0hlITmmhzriipR29YZFOPiToc+l/TtD53fsVB769CevbXbTrEbr3KWpbO2RPedg1jV0Vykw7rxl6wzniMwJayr5tgiAKX/zcLaz+4t2U12vWffpuAP7Huh9cPCOnbvgsxfVS7adOi9by5O3/FwQQ/h9fGta+7TidHNhNUb+ZvSaLUwtJjfs0lommZmGDzVXXH2Fhm8HwD03sosnwj8WBJDnjU14tFJHZXaIek5wQ5JQKIYiaQrmY8Gn2K5yKx+I2Aa1oQ1o1flJz/O4Ed3/st2h1K3JHRfCgMSyWXunTitWfEmeOdl5hN+SydcpSHZ78NdGsTYwbZE/BwmUK1RZ4d300JD6j8bNiJ6aNn1l6VVeBlxbbpOQFqcCdmqYxZNDsF7pMYXtAYgpS5ySRyJ4K2PrBezj95o+z7a/vITlu4CYV1VXQGvLx4gaxBRmApy5o8vsM+vbWSUwpvISB93QX0QXh+HkJRXRR6ATJSXE7SExrYrOydVLXztN+dZn0uZBOV8g7Nz/FyTMDJE84GJ4iMa6oj4VEypquYwFer0fvAV8qrqMWuWPQ/7UI+kBGfl9SKojaqOLaVx0g9704tQf7UYHm4W/twE3LXCy04P3v/Car/vgoqfPSsqoPmEtzHQnAI/cHxGclsEYXFOUNIT96x99xYSFHZZVBddSi93mpdnPHRbQ+iBnyM2xF8OuLwhEcFvL/yP1QXxaSOxnwhn/+AJ3lbeYO97J592kMF6wjCbQF9UGbvvvF79VqCwhj9uoUQTyk1SNyezPXmMxfKWIUflTR3t4gc1Ixf5Um9e8p5q+E37n3G0xM5HG/10MrbzB5o8Gaz94tBPWfxGj1S1LS+4Im2F0RE2oDTn9jDeUgfvEI5Y+KubTZFqBM/7MujRGp/FQIlU0eVsWk9ymToSeEpzuzO8L8dkHxZlZyNkcAAQAASURBVM55NPsEL4AC/cZF8ocDImWNPphm6NEq53+Zi/qh2oDBJwOay3zRBF1jUh82aa+V7/i+976B5qCgwuevsKgth4kj/cxcrYgVQiLlEPWqgsze18ic9b69N17048ydCPiDN399yQPWZ+BJH/tMjOoaMX+vjJkkxzVzN/lkj4tqjZvRMmaJwRNnV7LsgQ7DDymcsqI2bGK1AcUSRzMkNJf0UNuCQ+j0StA99OlNlNdrwtG26LN2pGNS29kiUta0+wISEwZ9e0wiJU1xk6breEhlTQD9HYKI4AJiCz+T3Ovd79N7+Ry1YYuuzyS59vaXmNklVLPCBpPZl/kyRlrtUlkhoLvFbRJclZY7Mv/cAu0+n8oKGzcDPS8oAkeUlaymzBz9uGbuumBJiMFi7kr5f7qedChv8ai9tkb8Odk3/jUV2nm5d87d9Smc51L4McgfCUm+ECN3BApbhMIz99VRZl7qx6rJnfDKd+3Bz8vMt/VoD82hELOjyPw4QepCiJc0aI55qABKGzVdL5YILUnOmgOaxrPdMnabdZi5WvG37/wM4S8XRJrx1WXyjzvUxhTRZIfKSpv6iKLdo+ldUSB9Bn6w5sf4USith9qnhrnmV/ZjNwTlD2JaDfDKRJOHW5JwbvzoPRILHMFFZM54qNj/l0Xe/+9cVluzM3uO+Kwme8onfUYO6PhtJsUNQma1a8LDe3L/esZ+2MB/9yKhI+LnhS1gv38WbQgvKDFlkBxXVFeHZM75dLqFSN8Yhgt3ilxVeVWMwScEsGIEMm9JnYWhBwy6D3ZQGhrDikhBJAAbQ0ITKa+JY7bFSSWIgp8QQFH4Mw1xktMBzX4hFg8/GpI9HRJGNakJFwxNdQUcfP99dHKK4uU+QUxjtgVKXrzSI1IOKW4LhJ+W13Qda7H+7xepjwqyNj4fUl5lkjvhsf1P7qay1eWle++j1a/oOaAZfkgAOXNXCj+zOqbo2VtkZneSxFxAaHFRtSO+ENDuUiSnBQ5fH1ZM3hgXc+ozsqlKtTgHd36Fv/mLf+FXb36cT+65CWdB5qbtPh91e4GeF6B8TZvym+qkDzvU+00iBZN2t/hTzu6Udk9tVGg4QVRmQPs+tY35nULgnrxV0ekOccqKygqT6kr4x4+9jqP/uIl1bz8miNVRQUkmZgOsBhTXS4s8dU6Mkoceg1f90+8RfzpJJycVdTsr7Xs3Iy+pMmrRe0ASGPuTeSIlTWTBpNWrqYxZDO0JcZMGmXMBPQ9FSJ9WnPvaauGVFQRgEkQgc7ImknUbLWavC3HK4hMbRkOKGxSJCaHsOBVF5ryPvxCl61ib2JQp6OdoyP/8zutJH3Kw2rD1jYcZeErasq3lLovb5OK165q5XeCdSJOYUiQnQ4II7CmuubjnJl8TEOysYty+iJtRTNwiII7smTZeShOdskmuK/GHf/oFSqsd7LoYCkTXlzE9zeSbfMKhNoavSffXCL/dTXWZSWNAEZ/TTN2YJnnUQVtQuEyy9HbWpO8JEUvwE5rqWh/dtOh0aSZuNel5wSC2GBI4P73M5Jk7aYPZV7pUDuXRJvQtjZlWfv5nYh+NPoO/+vrrid88T6PfZP4Km8wZETeJlEUkpLxW1KWafYogIm375qi0RjOPxagtizD5cgHQlDeFLFztk5iAylpNYb1J90HRn9WmorTaIjJvYVcFoJg8b5B4PkanS7O4U9S6QtektN4ged4kUhYFocaAjB/mdihUzkXPR0hOSTWsQvBGhDM0c7XJwvN9hCY0ek2e+t5WcksAH4DYeYfRH3tYC7boTVc1mZNQXmHRu98TjeHLu0FBOw9eQlNbpsgdB6ceEp8LOfiB+4iUDAYfMvAS0uWy6wapcSjs8HHmLYIjabyUzAObCwmCy2oYHQkyjRGRViy9oU7t8jZ7//rjJMYVjV6TympN7gj4afm8P/rH6xj6iSkm1x1pRSemNZ2MwqmHzL7cJX3Upj4akpgwOP3mHEFMAFxORWFeUcaPgbOmiuEq3v+ld1Dbn2dutyb9xbTMPh1NIupS3uiTGtc4ZUXpQA/7//TjrHjg14lURAnr6Q9/gie+fjmVNZr0GQNnuEEQga1/ew8rv/4e3vWjd7LlQ/cQKcvoqH1Xhexpj9JaG2P+PyDs/tP6hQ+cbhf86+fuQGkobhC7nNCWzVtfFtLuktmEXVOs+Uydk78eIfoPOayGaIaGjqb8pWFSFzSp822csiY1FUB3h2aPINauu/vd9O4LiM1YVFdBatIliBiiWbpcFD2iFdFvvXCnjTZg5P6ayD/lJGPs5EP2/tXHQYn/obO7wNgPXbi+hN2Aqz4gUO35KwzqK3waw4pWzqSwSWE2DGZ3RYifcfBGXC7/y7txM/Dpl32GroNSwcYWPLqfsulkpI21/08+LsLIvRGu+dYRQkeTnJS5gQoEYdvJK2LnHbb/yd3Ep0VebfJWTf/TFSIFmQ/nd88yeXsepaHzayVqo1I1DL5sYkltQ/O1v/kQ2TNSQaQuSLXZ6PsZVPvyv7ybd33zN/jOp24gddpk5e4LGH1tep4z8Z7IM3ebh3Mmxqe3fR6zpUm+ZhblC4WgOSCtUj8p6kROPRT3i40hXkKsrfykxi6LeHXoiEpSaEF5k8/8Tjiy0M/1r93PyssmCaLS1q5u8NCWiEu/6j17cKowt8O4yMmz64qeF1uYHXGTccpyiSWnA2Z2m7TzilaXiR+H5AWN2+sTqWj8qEFpk17SqBXBAbTQKqorWGpba2orRHrOakB83CJSDSle16HneYPkhFx+0RmLTk7jpgysusHpt5nkTgZ0Bj2isxZ+KqTrhEdqwuXURzdQHTNx+zyy+x3MtkInfBpDitQ5g5O/JrJphc1iGzb/v1ZcfD8j3zQJjqf48bZ/o7bKx2pKF6G0WjRvtakJH+niw/e+ifS4z/x1ogPsfD9LddRg4FsOuuowcx1E/j2Ln1DU1nsiWznhk5iR2aFThuis7IvKapFci8/Ipdb/uEHmiMXIAy5Dj4UUN4nWa3xG4VRkLpU/YNLq1xhTIq5ttjVzV0LueIMLL4+QmpCL2Y8rel4MmRvvojGscHMhi5drnDl7yZRZkZxQxBZD8sc8YvPSiel5xlzCTISUV0PXC5YAdEJY+SUZV8RmRTKvPmxS2gDujRWsFqTOCz3MS2va3Zr6MgnkTkH4oPiK/mdcvBRiOL2ocWpiFWc3FLrkCA+81yB3wid/uIFRkGTt87/8MTJnoLYyEHWrKUGOLm5VtEY9DA+mr42QHFdkT/k0BhWF3R5BBCbe6EtHLKZ419V7SExrImuqaEsEH0JL0ew12Pzcm4guwNyrXdo90l52MyF+TKE8OVedAV9AXTtL2GWTrm8nCOJaAsuCULrccylSB6Jc/d7foN0jqO7QhoUbXLJHlmwELQFFBo6i/5kqXjrAjypit82LUfvDEdHPbol1otVSVNYES3NJUE9kUSE0ZhNLs1IYfNzlbdc+wV/93SclOY1pkh9NM/SQtMgNXwBGaz9zN4P9JZr90na/6v3vQZsidh84cOPYKfyEJj4fEps1SIybIvw+AstvO0d9NklprU1qImDwyf+DW7W25RMpaCq3NInNaeyGQL1rKwP6n5HqQmmILWoKW9P0PWYyfa2NU5V2n9lWYvJqw9QNcerLFAtbTVb+c4jpapIzHs0ek8lbpERPjCvmL49QHxTZsfT5kIGnA+YvN+h0Kf7brT8muqiZ25WiMQhbbj7BzG4Tq26w6973cPh37iM0Fda3u/i9T30B/7kcQQRmr5OXkDoP8QsWPQd80Ys9rPG75BAkpzQDPxIQUM9LAe988NdxM0LBCB3jotNA8qzFlr+/h4HHDaKLLp966nrGfiBzWgxp5WoD/Ki0V7NnOtSXgXt9la79JoUtaVorXLQFU5NddLKa+GyI+1A3PS+FlG5u43+wn9i8oGRv/5ffQxsyY2n1KBrLfJrX1QEILySojcHAMwF+HB57/4c4dmaQ7EMxVCAKMT2POKLu9LHfJogo5p6Xnx04oC1N5mxI+gwcet99NPrkgGaPGAJKUjI389JSnRiezFBS50RNJrJoUJ5J8+gPLmfikWV0ugKipVBMxX052N//6PUoDVZdMuB//MN/Rptw4TcDWn1iaVYbk8u6kzHIH5I23cpfP0G0qKmNKfLPWxRe1saPKRKTYqSMktlWGJE5sx5oyzyn16D5lgq5Y0KdiZQkOKJAhZr6qICqYnOa2Jyik1HosRZOyqWy3ETZIclxTfq4yfzlNu17S3gJRWI6JDLlYHY0yXHI7bM5evd9VFeGrP23u4W8f0ijXlWgtO5nbY6Za0w++Suf5KaP3Ut8wsLNh9h1qfabA4JGDKIwcTuYnZCepywR0F+yr5rdZZA8Y7Jly3mKm6DTBcu+J0C2ynKb+LxPc3uTVr/GzUkVF5sX+oWXUDRGQua3y2wdQ6FNReaEgNbS4z7NAalmyms1mdMyL0+fEWGP9IoyM7uTRAuKxLQgfqNF0bo1Eh5GR2zlMselA2Q1NVYjxEtIy3juCvkeGoOKWDHArmrmrlQkpoTPnT/SIXne5PydEWorQ/zLa/QcEPF/a3md5nyC/OE2pqupLlfoLpeBp310t4vhiVZrGNH0PmWhjZ+OfrQI48eh67iHmw2JT5nYVU11bUDgKIobEhfHHW//7G+zcJWonfkx2Q+ZswGDO6fpecqi67gv3FMTZt/aFprbjE1sQZN6PoY2hR71qSevp7xO455ME9qC3zA9TX15SPzbGYKomHHnToRU1vkMPxxS2ebS/6S0rPPPWoTxkNbxLANPBhTXG2hDRh3ZMyGRgmbFvzdxKprEdEcoX+sUOh6w4Y9nCG2pTg0frKZi/buOUFuRZOx7mrf95o94dts3Ke30mL/ew2xD+tSS5VoNckcMul4Szmh8TkY7/U8abLv2JO28prghwvfuu57/9sG7JQjmfOZ2Osy/viUdPS2CGW4+YGFfH9FFxfCvn2Z+p6gg6dEWzeGQ/f+4bQmEKHPl+loXqy6dkSPHR+jeK8lybdhkduf/wTxOXbRJzvqEoUF1hcKphVRHDTInZZ5VHTOxa6IOFC2H3PZ7T4jV1FKVnT4jL6eTVWTOhnQdDRh5pMXczgSZkw0Wtjm0ehQ9ew1SEyGdHEJD6ddE55ZI52ss4jOKngMun/vwHRi+XB5+SnPkR2vJnoDMaZkHXvWB94ic1TLFn//RrxNGEErFgryE9LiPn9AsbhbQT2mtQeqYs1T5tGj0G9SXaZyyT+/TJr37WzgVzflXy6Y026LDabaFYF/YGGXFNwJmrxReZqtPVDm0JXPZykqxaNIWmHvTlLbIXCQyKSbNqWMOTk2RmHUJbaiNmHT/KMLcDpvamLRJs6dCnvqHT+AnJLtMnbFQx5MAXHPdYS67+iSzV8p7uO6fPkD+GZv6sMjLJaYMqmOKq284zJrXnORN73wQLxtSWavF3idUzO+E4mbNDe98F7XlMjMKogqrLrZlpa0BVkPQf+kLoUi/tTTReQMvrel+Tsj6kRIkL5jM39GhPeCTnJLqtTmgyJz1iM/L5//9e+8mf0gT2ZckuqCZvsYU1RgkoPlRSVb271m7ZPasqa6CoW/aIrEXhdhiSCctGbO5ZBAefymGm5KMu1JKUL6zQf+zwntr9SoSh6I0+wT9arbhe3/0QTF6Xh9inI2x8s9aUt28FKExpKhc5tIc9ZgrZGh1q4vdBCOQWbfhw+aP3EPvXsicEiDLv//Vhyid6ML4D1aCkUXFH/33d5MaF6Wk1EmT+oh0FoJ0AGkPw4fhBxTzlwuYzc3IZZw/rFHLGmgLFj86RvY4eKmQyGKH+R0CxDr3GgPjQoz0GXjiDR8ieybEamqpvsZCRn/kkz0uwunlFTbNbhGrcLOK2/9yD/EZg/xhjyDvoQKZcXsJ2cPmD3JECyJgsnCZILhCU2hi6WdiRIua+hqP1JSgxDs5Ad0kZjSltQo211ABhBEBp7W7BYjnZhRB2mf8FlGRSo5L6zz6ZAovadDOg/N0CuUazO6Ksni5dC9U0WH2KovoqSiJaUVlDbj5kHZOUR+yCJe6HIan4aoygWOQPm3gZjWl7R522aC63KTdJWYOIF6fPc9YF1vR9eWh+Gx+agA3o6gst+jZp+k6KtaFpisCFuYSIj2ICCtg6BEpFOyKJB5uLqSw0cQpGlhL2tGZFSUaAwbpUxZWM2Dwxya1YYNOlwi6//kN38boKCZeF7D8G0VR1wFKawyS0z7l1XG8pOLC7TH8GDz1tg/R/YzF/G2jFylQr3jvHiIlxdFPb+Stf/Z9FjfbfPnvXs7y772b7H4HZ9rGaoeEryrS6tP0HOhQ2hhivn6B/X/6cYp3NeEVBRaugDXJeVZ9rYZ3fYXSppBVbz6JXVX0DZSJz2rCqTiNEUkEb9p4nMwxuaubg5qX9q8kd0TRHFBEDsYZ3KNZuFySuvJaUX9KHXVwKorefT6Dj0g3SZuiZhWb/5mIyH9ev/CBUwUasx0SLkYII5rp2wLSF0KqK0Kuufc5uLZEq1ck8uqDJo/+6dWkzkpF0HvAx2pB1zGfIAbl1aIIUh+M4OZg8uYUxpIFWWWVgHgSMxpvZ43MSRniB47CS0K7RxNEDZoDSvw4fQEdtPp+xpkzfBmYv/DnAgQyPPGLTJ8PyR+WQzK33SZ/SODybga6jgXUVosEVGFTjNjCEodpfQSnFtLqdiivFdh3s1dRXgfta2uUN0k7zQjAzVpEFzV+RJF/SS2JU8tl2nVUL3FcFY2RgIE9Uh0NP9amPqLoOu4x9EiVqeui4vVZEecMpwzOxgqpcZi7SmYCyQlBYsbnxM8OYM9zGyn8jzE2XX2aICqBLVITabnLXnGUZr9UiYc+vYnxT6/m2x98GdE5E93bITZrXLSA6zqoqI5axKclaHlJSXgSswHxC/LnkbKmvFKMkn/4Fx+id78rs7cAEtOiHtLJabofiGKXZcZSXanp3ecxcYtJdbm841/5yx8Rm/dITornX+4YNAaWEpuzWtxLQsicFjWTu257Dqcs8xzgorh4fZlcXu28YuDxCtGCpjUY0NjcpusJh9hTSaZvhNaQmIrnb5kmtGHT7Sew65pb/vX3UKMN1nxBNFfPvaGH1KRPda1PZ00Ls2gx9KCBmoqiQkiPh8RnZVbU7pJAlD/iURs16GQFcf6K/3UvmZOiePTT5eakQrv7f3yT5LRcMtkTGj8K8XM2icNRaqt8ZnYrBp5qiRSdLwCW6ZsD7INJcid8OimDwo5A5oJr4xge9DxXIv+CSWx9mVav4up//wDNHglMhicjFavhkz/cZOShJon5ED8hbVSnrPniyR2M3X6O0FYs+5ZJbdSgnV+ShatKkDRdTbPHpG9vS+4EDdlXTVFbKTgEu2DhxwwWd/s0lwW0hgMKWwTVG300hR+H9BlNZ2OLTl7T6pE2nlWyiK0rs3BliJuB6LRJYiagtNag+2AgouBnpL2PXpJ/mzckUK5uow1we2RuGjrg1LWYUZyCyg0tDl35ZbyEoroixMsEdD9tkzsuZ7PVH17kPSYumNRGpQPx8nc+Sf9TmurNTcorDZoDmvSFACMQ67HEtOb1b3+EIKKorIL6xg6DTwjeoLpMAEWtoYB2XjyMt99xWObY754WT98H86DBamjO/rKBFzewrysQXVT4mYB/+IfXk5zQJI5EaKxKk7xgMPyQiwpg/I0BiztDOl2QPyLFyiv+8P0Ut0hn6qcdsc89eS1mS4A/H/7eK2mMBoQO9O8RXmf+iPgcG9/rIlzd5NxrLBKTJqUDPWz923uwDidpPdvNb93+E770/C5qyxMEhzNkTpi4gYXhgfv9HsprNUE6QIUQqWmeeGQznS5JZJ2yyB5aLVHCCiLQ7JVxT+vKOoariC4Y4siyTMYz1VGhx7R7Ala96hS1lf8Hg4MkuxFtx0hRsey7BqEpAgSPf2QXB3d+BbMjqErr9kXh9KwKSY8HzF4p84eZ3SaECME1a5KYcbn/HX9Hp0sTKWv8hCZSEOH0IAJd30qwuDPAzUhAdZe3sZpKfPguiD2O1YLMKZkvFa/r4DTEODs2p9j6wXtoD/qUV5pYNYUKNIvblrhb81p4Sf0eaKgsN0mctyTLUfDM33+CxqAhv3u5SWGzHAYVKIKoxm4oYo+liE1b9O1zaQwoyitMsSOrigpRcTNkzvvkjrfxkoryLpf4QkjmhMn0LSGLl4noe3RRM3mjiZeOEClCYlZUc1QAvS808F/KyiV7VOFmZS5n18CPqIvINJmnOhw4PkZ1tc/C5Yr5KwTl9uJ3N9C7TxOf03TurODHxC80OaFJ7Y0JcKAleryFGzq08/J76ivElDaIQGWFhdVaor0g7zB+6xw3/Mu9FNc7RE7EeN9//yqNQRGWiBYU6o0L0kK15B0tbLNJLq/Qv1cO2afvu4u5HREqK2X714fFkg4gOe0ycz20u2RPLX59hGf/ZgfqyjJWC+LzMhro5DT5w5rGkGSolTUpOcAFk2y2QWWt/PvIgknqtLR/pvYPoA14ac8a/LjCS2oyDyQobkwKLaA7oLLcQvmKvh9GiBQMpl6mufeu7+JUNKW1BpUbWhg3Fcm/fIrYzkXqA8Kve/07HqGyPqC6HGo3NGn1/2w+kzumcdOKf/njXxK95qii2W/Qv7cjnqGrPcymgV018FKShLndwpvte9zEKcPEy6G0SbN1/QWiiwYLu33MlmLqti4KOwLYkyNzJgRTo28uUV8Wsu61J6hd3ubBr3+W4vo45++MsbjFpNWjaQwYuC+vYD+ZZvYLY8xfbjH5MoO+F1zsmqK4OSRSkQRmfqfcA+deGV16Rz4LDw8x8qAA7WKzioVtisRpm5GfaAYfheiCOMKEjgiet/OK2IsxDBeGt86gLQGiOD/IEp8w6T3gLVEyfDJnhLxfWmcQLYZij+cLFzV7OqT/CQUlh0hJk33J5vorjopwfZfB/E7xlOz9bpRVj76d2ohc1kbbYPFqj1X3HCf+snm6DisWd8rFnDvpE12Adrfi4Y9czdxOg+7vxqSNWVXM7FaUVwnoqOfxGb72hZvk2WzI7XUorrMobQvw0pLsDT0s7721tsNzj2wkUlLMPTjM/GUxQht6XmrzRx/4EslTIk6i789z+L33oXwRVUEJ4nryZqGotfM27YEAcyZC91iR1M4FtCHjscU72oQJMcn+Keq570lJcqMLBsqD+GB9yRZRZpj1oaUxjAavEsGqGySmwqXZpbS6jQA+85k7cOYtWnkJaHZNc+aHK2kOyWzWaiqUK1zUV/7Jw8TmpKCprpT3bjUUldXitZmYlIKgs6qN71rE5kV8RIXSgVEBbH3NUSLzJsOPaIp/PYZT+vnh8Rc+cGJorJaUzb37OsztMGnnDaKVkGg5YPuf3E2kKE4Ajee6aYyEGO7SRisoYgWZIyVmhPOUPt9h+uoor/2Le4nPKLreNk7XUS3kehdiBXE7sComv/z6x3CXuSRfipI/7FMbtihukooDIFoMic+HRE9EBXI/YOIlhKaSOGeBIXPLhW0GXm5pVylIX2iDJfSM9mVN/LimPdbhg/f+CxvuuwejA0OPNUjMhrgrxQ8UBZtvOEXmdHiRtlFeYV80eD56z31M3qaZ+SWX+LSi2W0yf3mM69/zHLETESorDJSvsRct7BU1Yosh6fM+2WOKc79kUdnmEv5KgeImEZc/9Q5HtGHHROy87wWPZr9kjNFySO6OaQCcqrTdlGfw1zd/A7sqTg3dL2pafSGdlKJ4U5vghSzljSGdnGbjew7jZqG2xqc9IIR8yg6/86bvog1N+qQlNJ2xAD8qMmXVLS6dnGS1pb19pM/JHCRSgg9++I1U1/oM/vJ5gaHv6xHe6NVikuyUoTqTYuJOjeEKwjZ0IFIGFSrCrbWL262dtxl8TOZWZhvyB5u0cwbWw1kKW8BLGESqAXZV7Ldef+tT5I8EFDeqJTMATb0Rxe9x6VxVo9MdMPBUTVrcG4qkxkOsusy/kuOKxh01/JhQnzCkmk+dEju55bedw6yZ1IMo6Qs+V915EAD9UBfVbwzSeq4bNyvUp2/8203k9xmEw220VqRP/exoV1YZREshC1sNipvEiNmpiERffEajogHKV2hLi/mxK3N4PyacyuaAJv+8Se6I4qWTy2gNBvQ+KchcPw5dB0xql7VpDBqsXj9F62iW/EuKA0+uoeehCKu/cDfdL1bJnoD2aAenKpWAfX9GKBw9iuypkO79isqYjdmG3ucUjUHxQu3ZJ6CtxKRkT5Uxi0hRU1luEZ+TFqThiUbu5I0GnbQETRFjF2CI2Ra1Jm2C/8k+uo60sBsCqvHSmsJ6m9paj9qIQ2mtonhZgPJh7toADKQiiyqqYwazL3dBaYqbobzN49CnNgHQWKYZfiTkljc/izag+8ciQJA7IZVrdNzh1CfWo7/SQ21MkTol32GjzyQ5I5Sn2oii+yVNaY1Y0DVH5fntusxsT71rQJyPrqyQPSGzukhZ0/OsWC/GFn1QEtRQmsSEqCZ5SUF8R25apLwywh9/8S3EFjReHK5/x162/c09dL9g4KyuUtwmXTSjyyWIgNUJSZ0RG8TywW46D/RQHTWojSr0XJS+oRKFLYraqiVxlKwwDTa/4jgrr7mAdzRNYZMp4Lwbxft06y3HqY0tAeeKiviCVO4P3vN3eJlwiabFxW5e/iXhPTcHQuJj1aXArNBOSKc74PNfvoUgCl3HA6KLIsMaOqK8tOxXzpKc8fFS0PuAQ/+PHPy4orRRC+AvIZrP5z6yFqspo7l2XrxLf25Y+i8Hsv+bl9kSYv2ON79EdZlDpzeg2a8pbDQx3BC7pamNwciDTTnw0waXXXOS+KwE3MJGAy8lCjVeOsTNWKy69SydrJDWzz2zjOqouFBEigq7FpA+79P/bMi3PncDdswjetMCpTWWzBRiAlNvbGvR6DepDwqYJTkZUrq6c1EuDCVzh8UrQnIn9MUZZ2mbz8xVMVTdorTOxDwdo+dASOxMhN/+7G+QPyJtjYVtCREqeCqKXQe7CkcfWEN5tbwyqyUtY5T4W6760t107TdJPR2jMaRpDgi8+3sPXinGrKFYWeWOg9qXZvYOl/ntNoVdPtoOSR92ML6cp/85mYPFLthoQ4T17ZpibruNU9F0H/IobjApPDAIiOSf4WqsqsEfPfsaUuOSDbbyBoYr1Y05HqXTHZI5ZmK2FEPRMq1lHkbTIHPMJLQ1w4+GfPrvX4ldV7R6JMAt+4kIz5d/vYZqm+LoUJMLoZMVEnllR5sgojj3yn/hyLnBpWCqSExqsvsdlNaihRsNyB6wl5RpQrJLfpvDD3ss+wcDt1sOfWW5wfSN0P2iAEzGXx7HzaglQI5i8cYO9QGTzDmRZ/z6I7uZulncIdyUorReE38mgTPt0PWtBPFJk/qyOGYH4p/Pkj1Su1hBmx2N8UKaSEV8U42mwez1IdmzPmE8YOK7y+l+UfOdqa1ceJ3mUGGAzJ4YlW0upU2hqE41pRXeGA5Jv2kKHSrUhRhG8DOFFG1o5neAvbFKzz5Rvmr2KZp9NlZHEz8SZfDJAC8pDiGtO6oMP1onMRfyzt/8voBKLEhfcEkdt+l9RmTSsqelSrBa8NHdX8bowOwPlhGMtFncLs475bVLusC/lCZ4XYFcXrRWK6s1g288L3q0x8TdY2FnSGU1pKYCoqWA6KKm2WsRn/dZ2CZOOSDt9uoq2dNmR1rKiSlNcbvP0V/+KKWNwlX1kpC+ENJc5osAeBR6Dmimb4DmYBQvIYFfK+g+5BKZE1T98KMuZt3Aj2tURCqp2IIAxppbWtgTEYyO8CmH7jco39Qme9bDKSsWN1v8+Du76GQV8zsEADV7rabdLZ+1ukJRWi9I7fpy2XN2XTO308CuL9FU4kLfKG7RROZNnvn7T1De6rF4pSQP7byiOZmk2a/oXFcjiCpK66T7o01Fca2JHwV7IkIQVeSOaeJzitRUgP+TbpE2bIsYR3ljyHMf2o6XEJeo3FeSpE+YtHoUA99y6H++RbPHpJOV/z97XPAfdkNm3UMb5lg42S0m02W5m/yYdFP2P7GWY+cHiBQVnWUdElMK2wwwXMXxr64TZLghM1oVaE684+Pc+tHfI3le3FoiZQiXtbEbEFvw8JIKp2IQ+WGG7r0l2j2ayLRNdM6kb5+LH4fKChOzDc2VLv3P+ZSucjk0Pkiz1yJwNMUNitqwQfa2GZITBq1ug5EHqjz94U8wv13QxV5Cumr/kUb4n5fSWv/8v/0FWNu3b9cvvPDC/9Mf49K6tC6tS+vS+v+zpZTap7Xe/p///Be+4ry0Lq1L69K6tC6tX6R1KXBeWpfWpXVpXVqX1n9hXQqcl9aldWldWpfWpfVfWJcC56V1aV1al9aldWn9F9alwHlpXVqX1qV1aV1a/4V1KXBeWpfWpXVpXVqX1n9hXQqcl9aldWldWpfWpfVfWNb/0x/g/9M6Up5m+9s/TGUV9O0LmH1jm9yPEixepokUjIvKM4nzJpnzAdOv8Bn4ocX8DoMgGjK4BwqbTSIFUdhxGiFezMBNi5pIeYMmed4gUhFZrsagJjGlqK0MSJ0xMduayhpNYkoIz/raMrHvZujk1BLxXOOnQhLnTPLHPBa22FhNeOreD7PrY79Lc32bbK5B8GieQ3//Pjb84UcwPFE06d3v8di/foqrPvAeZq8LGXpQUR80cdPQe8CjsMnGKYsmZKdLYVdFisrsaIobFV1HNJUVBpGK2B+FhzJ08gGJCZGQaneLpFT2ONhN8ZGsLRcLp8ZwQN/qReZP9JB/UeHFFV4KGqM+sRmL3ImQwiZxkaguh3CoTb6rzt7LvsHKr7+H2LIaR1/9Z4z+29+yamyO83N57lx7mO++uI3ex2xKG8FLBww9rJi9StGzcYHCi71EF8QBIVoOKWwySZ8Tg+RWt0H6gk9oKYpvqRN5ME16wqc2ZBGpir1bc8xj9Lswf4VNpytkYP08ze/0URsDc0WdxMNJ2nlFpytE93VIvBgjMR2Se2GeY+/rZvhBhR9TFDeKH6pTD6msNMXkeFrx0kffx6q//TC5o7B4mUZ3edhToqDU96zYYIUR6GQ1pityZNmT8j2FEVECMlxN85Y6wekky+7vUFwfobJWDAOaKzyikzZBVHRUI0WIL4QU1xm0RzyiUzZ9z3tM3mBh10VNR1xFFNF5IWSnL4QsXC5uFokpjdUR79TFu9ooI8R3LX7r8sf46N6buPBrvw/Apns/ImLgMU1iSmy5DE/cc1QoPqbJCwbxuZDKSjFHT05qFnaIn6y2NeljohEaqYQsXCGSlyjxyy2vNkhOaKorEePvPpE+zJz1mbhTE5uwsRoiXGC6whtPX/CJLLZYuDxFaXNI7rAIWjRHfPL7TXGDmQkpblTEtxXRD+SpLQ85+773c+PL/oa5HRER9vBFwD02q4kvhpRWmxz57ftY+2934410WP45RX3QYeFlHeJHo0SLYsbgpkXlyW6Kx2mkHFBeaePdXCEIDAY/4TB/WURciyY1bkaRPeVRWicG5Ylped7MKWj1Kg79t/u45VfezpnXOUQKJm94zR4+/9xu7HSHyP4kxu4Snm/inkuxffcJnj87ynM3fIzeoWnC2dXceORV3NJ3nNtSh3jd/b8lDkovekxfazHykEthUwQvAc0Rn9EfaGauskhdEF/grl2zzB7rJVI0CBxN7oRmcRtkTopbi93Q1F5fo3MyTfYkFK7voEoOTskgNqepXNMmbFk48xZoyJ6Q+6m2AqLzP5PW9JLQHgzIHDNpDGpSF8Tw3VgyOG91K47/5fvYds+HMXyRSWwMaUYe8pi63qZ3X8j8dgOvz0PVTRITIkWJgqE9baZ3R+nb54HWTNxikT4j57VvX4szr3NIXDDJngmYfq1L748iuGnFv//3D/K6P72XVo/CTYv6lh/X5F9ULFwVoOI+seNRmqMeRsMkOW7QyYl4w8BTmunroecFA7Ojyb5nnFAriq04thnw1mXP/dy49AtfcYaeSRABI1AsbLHI/TBBY0ARKRi4uZDcQYOBPSJ2XFptEj0VYeEyg8wpGNwDs691sRois1bYJopDnZzIo5ke5A6LjFu0FNAc0HS/JBqpIAfdzSgGnhaJssRMSPT7Gcq3Namu9amsDUSUvCqqJsW1NtGCxs3Czk/+LtGCJnkwSvNAntS4qIS0e0M+/lsfI9hSp5Mzufq9v8HiFoWzaBKfaWN2NJ11LWZ2WyhfXEIqdzSwa2JHVVkJc9do3EFxWLebYl3VnEtgtkUmSytRMgJx6nDTcsm5GUX+sLhI2FUD/cUewqiotRiBppPTxGYsel/wqI0YZE9qokVxb1/WX8QPDDZ8/B7uuvYFGiWxcvjH677MZDHLjtELnK718OdXf4fGkCIxqUiet2hnDQae0hQqCbLHodOlqd7SwE0ZZM6ELOwMcZOKTgYmblEUNpqYT2UIbUVxrU1pt0t5tUFrbYfuZy2K621GHqyL28Z3+kSRZ04x+iF5X83lHvEZg+T+GNqAdt7g/Bv7UZ6B/+5FFrcpjDV1Knc0qCyXvaV8RXmzSH4lx8WOLj5t0He/TaQgwvmmp6mPiYqM6SoIwU9I4hItKqyG4vq37xVx8wMpQltT2BAlOR3glAyiBU1uv0XmdMjgk74oRNmwcJkiNq/B1HRyIdVlFokpxfBjLby4IoyHmC0J0t7ldeavUPQ+H9IcES/OuTs7VJcb9HZV8cpR1o3M8kJllE9f/28Xz1Dz8ha5k6KjXF0JTllz4I/uExefNT7ReYPYglx++aNL+7Rb0fOCQeq0iQoU5pIjTemVTWJLrkGNIXFsSY4vSVAuKJJ3zhJExLWjOmoRG7dp9wZL6jDQySlyJzrc/sHHOP/KlGjIzphoA3InA5xFk05GLtwgIolb10cS1JdpMifkEh+/3aHdE9L3vEekJKLp7W6FNkSJZu1n7iY+pUgdiFJcF6E+rIieitIcCUR0fWsHb22LSDWk9JoG0aJPcZ1NZV2AeiZD/MEk85dHCGKQmhCXGKeiufAacSfq5EUd6w9/6VvUhxTZ0wHb//RupnfHWPO5BqGp+c5nric6bdP1/ThWA35z7R60ViRWl4mZHtGjMbpNUeLf9OybOX+2l8cXV/H18k6u2HiWzLmQmWssrJZi+m4XLwHZ0wGJcYvpay2cimLrOw+Jn+U/dxOfMkid17j9PtFSQKRgUL6uLQpiEYV6OiOG7WkFVZuul2RPVdZpdMkhNm4z+sMmqQtyFwRRhVMSw4jYgsZLQ98+D7toUF0VYtcVxW0Bdl2SczejiBb/o1qV+N727NfUhm1SF8BqhkSKClUXPdjkZEjueEjX0ZDz7wrp9ITM7rJZ2ObQ+zw0BiFzPuD0Wyz6nlakx0MmXxGQeTpKpBzgVDWv/+N7yZxuYV1TxG4o0qdFiL+4SaQgoyeidB/06dpvkT4jkqHpc5IUG74mfcqkvAaKGxWOETCSKDOYrDJ3qI971j32c+PSL3zgdCo/9bbTRItQG1M0VnkioF0wyJxxqY2Y9PRWsevQ7g9In4Pi1pDGgEnXA1Eam9tYLeh/WtO73+fN774fPy7SSos75OVP3WBguFKF2HVInTVRoaa5vsPMNYpOl6LVbVBeB33fiGJVTaLzJk5FkzsKdgMSMyHtvCJ3IsTNhhQ3STUQLYD9nll5oP4O7/vz32TgsxGK6xV+1GDkEQ/DU7g5h+Ytdfp+EMEpK0IHKht8fNekvFY0NzOnxSzYnreJzbsQQmJCsezHIstnnYniX1Gjk1Uw1qRvb0h5k8/CVrGAqqwwyR1r4Wys4KbFYzN95qfCyJplP6hQXmWjFcxdH1AdNUlOanpidW4fOUZr2CNpdjj38k8DsKe6jtF8kUI7QdT0+Pi56/HjesnzDgpX+hQ2mvR9LUb0TbM4ZUUwG6fVo5jfqUmfMHEzCrsJ+RelcunkNJX1Esi6nnBQPqz8dMDibp9Wr2b+iiQqhOYgLF4ZkD3tM7s7RW0M0kdsaqt9rn/z86ClI9DJh2BpjM90E59RmC+kGPh8hPi8uFlYLdFmBfF6zB+V5GL2upDaeo/FHSHVEZPcYcVNb9qL1RRtWbuqaA3I/nnFq57h4a/sZPTOcxgeOCWDxHzA3HaT6CIk5uSgKw2Lm23mr5AORvqM2IRFJm3MtqK0zWfgiQpn3yVBpnuviZfUhBFY9jGT1AVF7jfHMTpiVWVMRyV5sD26hsqcnO7jy8sf5Q+Pv/biGbJPxCitMfn93/kKPfs1rbuq7Pyju+k6HpA4b0lVaUB92KA2YhKfkySxPqzInPfJjpSpXtNGm5D7fhyUOMJoUwTuq6shviji9/pfe0hMSlcjWghJjWtyhwySk+Klq3dUOPNGiy9/+hYxsG6JvmgQUVRWmATxn2rKaiKVgNhr5mj/fpkgFmI35GLuflFjthWFDSJSHiktWX69Yx7Dl+THj0N8NqQ+ovFSmuRVC1h1g1a/Jn4yQmJvjNI6E8fxmbnKwWxrlCefu7pCvo/Q1thN2R9OPST/vCX6vtMGrT7Nnz/2ajrdIfVBk+pKiJQ1p9+YJHtSqrwgopm7IaCyIeCfT1xP1PGoluJsTk7RGgy4+egrAViRL3D6FZ9ka26KiWaOIw+uYfYa0WLNHw4ITicJHagPmdz0uudRoeyZp+7fgpsLWNxkYbVh8QpJzmbf1pYk5HSMn7zr76iugMRN82TWFWgOaAYelwDaGvFwiga9z4lPLUoSE21A37M1+S5nfOavkmRq/jKb7Cno3i9G3cmzFtXlCjejaHdpqteKe01lrcid1sZg7mpNcVtIq1dRXG/jx8FqGMzsNilslTu12W2QeirOsp8EEIozT22ZQd++gOJak8xBG9PTdFKKrr020ZJmfruNUw/x4vK5U59JE10Q+VFtibzhD/77B2mtdCmvtijt7mDXNX5cjCYSRyO0syaZ8+IyNXDVNHf1vsQjp9YQogjy/8GX7//N+oUPnG5KqqXEhLQErCYMPGSSmNY0xzwWtkVITYb43+8miMHYd33aeYXRVvgxSF/okH80QntnnU7awEsYfHz/9aTPhwQRRfqURWNQEToaLysZfycLhNAYhmVfM0idMWhublFZ7xMpKqrLTIJoSPpsSGrSpf7qKmZbHO+tK0sUNopPY+aUiE3HFkMmD4i26+kb/43gdQX8uIFe1cRqh0zcZGPXoLjOxnk6RStv0OoPGXyiSdd+E11xCONiELz3rz+On9CkzsLczhi1FSHtHo1T9ahsDLA3V1BHU6x860l6vh2lstIkdcoiUlZ4SUV0QbO4NU6jGsVsg9WE4o1toguK9GmD2WszaAPSFwJiF2xxNskouiMNvvHA1axaNcuPxjew4sF3AHCukac72uD0TA/twGZlpoBdU2TO+dLKPGiLt2OPQetr/bg5SSbQMPQYuNmlSuSqGm5aYXU00aIic8zCzWpMF5wazO6Os2L5HPFZRW1FSLQUogJF35MGpdUW2TM+kS1l6stCYpMWz3/4CrQFXiYgf0CROWIyfat8h82hgMqoLVZumyXzbg3L5VBeZYhYf0rRdcCk6wWLxDmT5HSA6cHTH91BJyfJXM8BOVzagBdLw1gtmP3SGM2BELMD5TfVic8p6qOadk7aj+2cQfq8CL1HytKyjhVC+p4P8Ls97EyHyVsyhA0LPw6JOZ/UeYVT1pTWRXHTcPLpMayGIrqo6H1BHETGnx6mcSDPzrHz/I+FjaQinYtnqNMTYLXhD5/6JdyEojWeorISvLhBEJHK2WprrIbYTVVWQ21EEslmr0n0SzkGvuWgTflzuyoJLVpx5LfuI3VW3mFsPhRB/Lam1S8GAZVVEC2FFLZKkGVfhq79Jl4ael7s4LxskU5ahORDC2IrqpieJj5tUBu2mC2mqf24H6doMnejJFOLW+TZM+cCSpslMQyiMDXVhV2ToO7UtOz3olShtb09JDcUOfmrH8euQ3WTuBPV5pOYbensdB1SNAc0QUwE/mPzMs5RPnTSBrVlUF0X4KU0rKuTOG/Rsw9e/+6H8Yc6eCmF1TDEDOAVZVCQfcmm+3kD17OoH8+RfSFCO7TR8YBzxwYA+PSKb7Hl2bdyXeo4e8+PYbqQPWxgNTWtvIFdVbQHfKyW5tmPbsdqSMcjdV4TnTNpjvgMPDBHGAuIljTJB5KU1sh46vZP/h79u2Yo7euhua8bu6pAKdrdmq79FnZdzsDQgxWK62KUNmgWtypaAzHqy0Lmdth0P28SKYnQPEB1THS+GyMBdl2cVOJzCvOcdKHWfqrIws6Q9Fmw6gZWTboSKoTe/T5mW86c2ZLOQn1Uk5gNKK4VH9UgAlYDZnaZ9LzokZgLWdwixh7NPkWzx6DdE7Cw1WL/n36cdo9Do8+kOSCt6UgRYnOKV//xvYx+S5E/4oKCwlaJH737OgQRKG7RzOw2aW9o0f7MAJ+5sJtkss369Cz23P9GqJb/AwKn2ZFZjJuRLEmbsLhNETiK1AkbswN2LaC8UUS3L9xpY+4qkZg0yJ3yOfMGS9pTLyaJFwJprZ2I0spLBZa5fYZ2v4/hKgZWLeAlYODZDsnpAMNTNAYslIb4oRj5/SaRosa9uoYKFPO3uhTXRch+NUlzUHz+gmdzJKZ+KkAtvpTNXuOis8Oue9+D+c08C9sMEk8lmNul8Ls9ojcvYNclozZdjeErChtjtPOKZWvmSJ02cWqw9l/vxk+GuFlJDDInDXpeDCmtjmKXDZwfZ3BXtjj04Fqqy00SS3Y/ZkfmFtqEThacCxFqYyJe3v1AlL7n28QXQ1q9muq2DguXGUR3Fmj2S1Xw0Jk17LjmOD3ROvu3f43bNxwFIB9pMlnPctPqk/zhsh/y1ME1tPOaqesMDP+nforg1DT1l9dJnVtKKGLQ6DNoDfg4Vc3QJx0MFwobFdUNHioQ8efGkMJqiqXQZCFLbCFk7Psu89tlFtfJGjQua1FeaZH4aobkhIhz+28qkjsZ0PekQWLOp3Z1C3vBInRAR0PKm31qd9blElLQPVaUDWeIGDhAq09RH5H/bvaYSwbKitQ5ccYprbMxuju4KUW5FQMNzV6pSNyMJnJ/mr5nKlgNuSiKO3xavTBzc4A2xFeytNpkcbNJJ22QOuqQ/UlCWuklsVNr9Fk0hjWljZoVbztJ+lyIl5W5fienKa82qa72WbZ7EmtTld8ZeIiM2WJFqnDxDPU/qWj2a3r22LR7FPfe+n2SE1DcJAHvubf8PTM3BzQHxTDBcGWeGi1qvLii0W/QyovHrdJgehovrUhOajb88z04dU1ptSXVw4DsF7um6DoekD4D9WGZLTm1kHZPSKtH8dS7P0RxbYSWaxM44JRlRnXoyi9jdmQ+X1kfkH04RnImRFuawQekK2D4UN3oEdqKwccgPmHhJ0LMok163Kf7sE/2lEv8dbMiIh4PCWKa0nyKNZ+/m/poSOagLT65z1ukz4cyT90iYv3pMwbmzQWa/WI4H9xawk9I2zi/T4TA0z9K0hjzaeUNvvXPNxE/El2at2ris4r41zLYVRkJLV4e8u0dn+SddzzEyjee5J25/eAafPTlnwPgO/XVxCMeHzp3GzeuOkn6vHSu/JiI8UcLmsxRS+wIc1LtGR7UlotZtV02Gf+bKMnTNu2cIlKVeyQ5E5A+H1L/2gBeV8jQY236n3fx4pJ4+DFF/GXzxOYVlfUpnIYmfcrAKSvqAyZdBxVeMhRBfV+jDVjYHtJz0Cd7qkNsxqQxEtAYUKC5aCuGUuQOGRS3hdhVubO7jtapj4UU11kkJ8Q4In1W8CR+3qOy3CR71qe6AuIzmuwZl8wZyP7BODOvcPFjML/doD3gU9nqkpg0aQ36LP/hu1jcZGI3pMod2DmDnxA3HTelaOdMZnY7ZPZGobdD/zPNi4bosVmD5MYimaeizN/ZoS9eozvZ4M25Zzn9+7/7v41Lv/CB86fODO3V7YststicInvapbZRDFYn3uyjfMXAk5ow48OjOboPdWhnTEa/r8kf0pgtqIxaeGlN9nRIc0CG+95n+zCb4uSh/60XuwGTNzp0MgbRRWj2KWpjIa2tLVQo7TP/bBLDVTjno9RHpJ2TPyTD8uiCJj3ukz0h3nCpiUAqwops5vmdYLc0bk9A67oaWkFkyqFckyBpNWXW9LrbnsJNy+Uz+dIAKoDGoBxsnfDp5PTSjCKgukyqGaekGHnzWcyJKNqUDN5uaeqjIX5MvCyttiY+LyARqynP0xhSzG2PMn1zgNVUZF+IYHgKftRFfaVPYjbAK0d56QfrOfG5dez8o7t54huXA/DC57bS+MoAR/9+M7/5kd8icc7Cri11CaZDvJQEz+rrauijKfy4ZMteUuPctUD2iEWzX1Fa4xBfCHC7A+yCRRATsE24vUp8QU7kwGcj4qJxWZTEhBg3By8rkXk6Kgdrh3gURguKRtthdqfB4jYxyLZOx9CWJDQDj5jk95n4Z5OkJkIaIwGLiylA9lkQEScZP6EZfsQluiigg+aAIn/Uo3hZQHXMIHPWp+v+GE5VUz6cx0tDpCIZuJ/U5E52mL4+Q/fBQNpDZ2xCR+PMWUuWZpr2hhbRy4vM3RDQzmvqQ5IUZo9Jq7vZLz6s6dMGU/+0mpHfPIXd1SY+rTBchb+1TvK8xfRDIzQW47z167/FJ79zG4/t2XLxDGVfXMTPBBRvbdO73+Ufv/oq/Lg4XXS6Q+78wO8SmRHQkukqMkumz9UV8NLv30cnrymvlc/mZjStbsXIDwt0MmJcHjgKsw1uDlBiK9Xulhl7eb2ASvr21pnfbjC0J8Spws1/9X6agxrbFE/N9/7qd7Caip1/eDf1IUXmFMSmTLy0wo/I3l64XJLPzCmIn7VlFLDRJLYgQMH8QZi63qTw9gZnX28yfagPuwqxWZP3vvIH5F6w6TqkSZ0zUC8rUlsmyVd9yGD2Wgka2eOyhyqnc0QLCqcK6rEcnZwkf0EEel8IsdoarBA/vgSecwRk5fV49Lwo1X50UROfC0mfNrnze+/jk4/fxKlvruGOv/gA/U8YfPC33wrAXz/2CtyHu5kppdnzyBYCRyonw4fWiI9Tl2rdWJqzW20pJFhXJ3Q0fjLEP5ymOSQ2h40+8VqdvhGqYwZBTKE8xdyOKOO32KhQQGl+DPxv99DOS4IUmlC7uiV+s10KuymgyMHHPaJlOQPJ8ybllRZn3mKIdZlWtPtCsmd83DF57pNvz9EcVGQPG7hpMZU++xq5M4MI+FEl3Y12KOd1wiFS0ZRXWXjZgPQFl9ldDuU1cPyxlfT9xJECqSIBOn7WEevFhxXRKRu7IQm0l4LpfQOEFrRzBqElSbu9rURsMSS1N0ZlZYxISeNU5H4yvteFthSxQzGOPbSa0reG+NUP/y7h7Or/bVz6hQ+cGJq+vR16H3Q48Mf3gYYb37qX8dssEicdKusCokdiZE4oIkUfa0E2hjalNTm7y2buSjF2Tk0JQOLpj3yC7AmxEetkFCoQlGWrx6DdrbHrivYdVeyalPZmRxGJutRGxe4nMalY9oBLp8fH8GBhq01ho6K8PiSIKSrLberDAijx4pLBsWTtZvU1Sb1nAmfRxN6bIj5roC3N0GcjeKklk+us4om/vIrQganXeMTmFJVtkoHZVcXYVxVeNsBqQf6Agb6hRO6kh5vTHDw0htlW2FVBXS5sM+g+oEifD0hOB9hNab2WNoZSUaS0eFuWNNEZG7RUpk5l6etPeixuNYhNWLgZTfFKGapbDfn78mUexa2a+qCABrJnpKU58JQkAJmzIfnDmvaEGD1X1vuUt3pkT0Dnh72oUC6FwFG4SYPhBxR9z4V0sprKugBzb5rasImbVsxfbpM+79LJaTLnPdwUBIGBNqR1FJs16N3XIbagcfakiZTlz7UBdg0yJ8FNa8qvq1NdJRZxTl2qGerSmokdi5Kc0LhJg8jaCtPXCCo2ddcMaLhwlyLe2yB/1Mep+DQHFKEjHorNdR3MtrQIY7MGczuitHs1UzdBcjqkORTg9ch8vrqrxeJWRe+PIzSO5kiesFGBtMMMX7N4uXgJemlN9pjCzUBptcHZz63BOJGksi4Qz9BDSYKIdBLSx2zisxJojf8wopm9qYeeZ03yP4nSyluYHQnuKoDMccWK9x6n/1mP2KyBmw2lgpiJ0HVEs+Kbv8Hwox0iBak4zbZs5Jnr8+RO+9RGDGrLpDXqlAENN7xtL/EZg3aXQfqM+FHyv4rEpxWTL5PLs3VTndCC8mwKuwFfHL9SbNI6Mge2m5ruQz6GC/NXB/Tta+OlJYEqbtakxkOafYIKTZ9zUTsqlNZL5dpYjJM+YWHXDdq9EtQ+/bG7CCKKuRt9VKixvpsjtKWt2+rXqIxLEJPEMjEdkjuqaAyHNPs1uVMerRGPVreBCmB2l/hyRqYcALpfks4SSjN4v8XM7giFrYrGMLTyYoZtNQxSp0xyJz3MNszt0lRWyJ7rfcYkWtB06hGspmJ+VyBeoQkwWpL8dbJyp2lTEpjmco/4o0micyb5Fw0CB3pegOqYSbQYUtgQYfR7AX5K0+qVPRQtaFIXFJFqQPk1DZyqJAnJcUCJt2dYcAgd2YcyP9bM7XSIFn2qq33cXTXMDnQ/ZVO40hP/3bMGrbxJb3dV7riGwdCeNtGSxqko/ISm64gmfUZ+rp+Ublx1uUmzXyzhVAAf/q1PknvJpLLSITmh6ToCZlvGA/FZAWGZWZfsqYBWnyDxY7Oa9PkAqynBMHcMWv0B5bWQO+XR6Dfo/zuH6qhB96E25fViNO6mYO5Gn8RcQG0spPuwR6QsVXrijlm2/u09rP2zj/z8sPR/Maz9/3xZNcXsrgh+TLHhvnto9il+8oOd6C6PxmoXq2GQOxXgJxQXXu6QHFe86p17aHfJrLLT4xOfNljcZFEZM2n1alZ86zeo3Nqk94BHaau0vdo9inYehva4uFnNwD86tHol8/OGO0QeSvPVX/0ItVfVMHzN/GURul4yCSPglCF/ROOUBbUVOkJTWNyqqI0qmltbtLvkwvnry7/DyUMjkpl3aVq9IZmTcP41EJ+RtkZ9jUejz8CPaazJCPWVPulD0sq0WlAftLFLJsmpgFgxIPvZFBdeA1ZdkTluYnZg4Jkmv/tHX71oxjp9a0i7y6C41qS+3iVzQvxB7bq04gpXe7QHPZyKACusltBwjKkoiUnwU3II8k/bzF0bUFkjFQUhpE8LWGL0Rz6NfqF3xBZcZm8IWNymqI0YJC8YdHoDep4zic7YF+ecgaPofcGjuq1DaYMEjfJqE21D9ohBcjKk2a8E4DGpcbPSrlvcbNMa88h+LUX6gk87LwF4ZleETlYRWwyJFDXdL8pzdPKaxrAif0gTezCF8uHs6z5JYb1F/+MGmaPyfbR7QhqvqbJ4eUjrbJrkpNCVpo71YbUg95JJ77/EKK+yGL89glZgv3yBud0aHQrNI7TBzWmiC5rsMcgvL1EbMYjOmaimSWJDCTUfwWpJVfFTkIzbE+Bmxasyd1RRvqUlc6Bh+ZmREpRvaOOOdtiy9TyBo8mcETCbl5Jg2X2oQ2zeIDHxszPkJWQf10fEfLsx6lPYqlm4waUxBEe+vAEvZfLKNz5JfNLAqWqCREh9yMCuGkzvjjLwbJvw+jKJafmeK2tD6gOmAJQ8QSInpwI6K9s8/JWdpCZCamNCUbAbASfH+2h3a6y6tDrVwRRhRDP4kIF7ZQ3u66Gy3KCyQqrA2etCpq8xqWwIsLNtzr3SIXtE3n3mpCK0hK7SyYmvaOd0mpGHXZwaxLpaRIua6Dx0HQlwSkKjaQ2If2NpS0BpgyZ9TkYAPfs16WdjJCdDOhlJXCurIf+SIohrHvvUp8jtty4mv/Fpg+REyKabTgLQyShSEwFm06CTkmq7/9kAp6zQlpyln879L9ylaHcpdMqnPqIv/vvKSoVREcqP8gy8BCQnQlZtmRSE+rjGTUFiwiRS1mCHcncZgmCOLSicekj2tI82FYm5kIVtDrFZqd5LV7mU1ov3aP8HzpD8cRK7LlS3SFUCV3kdDD4u31ltp6C6F64McDMhjX6b3EETdy4uCc8tLQbvN1n+3Rp2TXAL1mfy8jwDHuO3RagNS3j5KbK/sgrq21sCdnMUVl2KkvJaGcvc/Y130/dMmWafotUjRU0QE4BmJyeUusTzcabv8PHy/kUKYW3ExI9JxeymFb3PyTmsrLDpdEFlZZzMuZDpq6NE5xXxecFOdD1vM7vLJLK8xtS1Fvati8xcZTJXTONUNcfec9/PjUu/8IEziMjlYi+1KyIVjbY0kXMRsgcckuMwdWtIfC4kcxoy5z2+8fXrKa0x6Kxrkd9vUl/lo00JOn4qxMx30BfibPzLg2xcP0FyXF6iU4aFbRGUD6+87xGcioAchr9tkZgNed03/xv5LyfIvHZa2nExhdVUxAohczshdV7akkZHEIrZE3Lh5R+KCjAC+J//9BYyJw0GnvRJTCt6X5CNFT8v2Wd8NqT/UZNoUePUFLnjMsNxygLaqC8LaXcrvK6A0jqT8q/VcJMGXfsswojM3oIolNbG+Lt/eCONZZrSHU26nrcIbGlvmmWLVp+AHnpe9LCbmuw+h2XfUxiBxqkJvDx3TDHwdEBjGLoPCCw9d7KNs2gRKcnWsQsWblqC/tx2h8QrZlnxtRLzl8VY85kO0XkJCrWVAfFxE6sttIvC9gAj0FgvWwQFXc86Ui1F5ACkT0PpMp9Wt0F8RstcsRKgAmn9ZE8HOLMW1TGD8Tshe1Iumq4Tgl4trTNoDP/UMFrh9XlYS0CIzBmXzClY+fX3YLpy2H4618yeUJh7MsSnTTInlSAsTYjOyUy8vFEuJLMNgaNprvBYPNtF/oBB+qBDaYNU7GZLsXiVUEZaT3ZjdqD/2Q5dBw1qp7Os/nyF/CHZN4YndClMqdrCqCQlwUKUTndA6pwgng1fE7RNYicinPrJSiIlA+Nt85gtjTY13S82qY461Md8gtjP3Otzp33KqyWh6+Q00VmL6IIBnoE34koLcNDgB1+45iJitvdpk/oaDy8dMvJwnckbI6gnswSOAOlSZw3a3YogGZI7KTPb0hqTxKEoyamQ+oBBz/6Q5kqXZrdF76MOhi9gptCB3PGAzAmFXQ8xD6QIIgYjt1zArktCiUbAJV1t0g8mGHospLxVyujGkBIqyRoDbUFjyMBPBcxfEcFNgbk3TXWFopOHxW0GrQHN/FWa1932FE5Z0fOcSeq8wfzVYnBd2KQunk/n1fP4MUV0QTF/rWAfbnzHu/ATiuWvOUN8UTADC7d3OPul1cTnpLNSGTPJHYdoJSQ6b7C42aI5FNLZWWdxi5iwFzZYqKSPl4KB+23C4TawFFgbEKZ9miMB0XlBIRc3KiYeXYbV0sTfMEsQ00QXNU5VEz8VYdkPYeCpDpGqptWnmbxZURuxiC34zO1QgjGwID7vETkfkU6cBfueX01jUBErBpTXwdxuTXGzIJVjsx1aeYPkCzGa/YronEXqvIEXl4rXbBg0RkJ6vheluN6kNRDHbmr8uGLqZkkEep+0iBSEnmI35PwFjiJSVKSfjeFUFM1BMfeOz2iCZIAfU/jxkIXtWeIzmu7DHl4KevcHOOMO3Yd8GndXaOc19qzDsu9LYG0PBGhT9nYQk3PUGDJwKgImbQ96VFcqQkvGQ/H5kPqQIragqawSzmryu2n694a4D3cz9LhP6sk4blpx/W+8++fGpV/4wGl4UgHVhwwypwUJ6+YCnArYNc2at5xg4GETbQiQo7Lcxu0KaQ/6OGdiVFfAwKMG7poWlR0dnIKJeTqG1VY8d9/lHD24jGg5xE8IKCeIQOoCfOUvXo5T1yQvwOwuk/A3FogUFTNXK2aeGcRqC1/Tj2vmroTogvTU270aPymtsOCuEiAHozm0dBlGoLIhYObXOgSOkOqbg3JxV9cGWG1NY8Bg7kqZQVqtkNicptWryJ6U32P4Qp9o9weYD+Zo5Q3cjMKpIBSXmKY+ogiiMitLPxS/GByqqwNSZww6Iy6Lu30qv1Ej/8YJOjdWmbrRwGpCu0tz5asPUtjtUntHlfg0zN3VoboSZq+KEZ+WWQNItTTy44rQezY2aX+rj8nbuoiUNMUNCey6xksIhcbwobhe2l2ReYvilR6piMviFpvEbIDhQXG9ielCeS2s/qxLEIFoSVPYEVBabdHoM6mPBXhxA21LkmK0hTw/f5Wm+atlire2OP6u+4gUFaUNiviUIv+ULa3GjmLhsgjltZC8YBApamqjAkADIXR7aSHWV1aBP9qmeUULbULmnIdVM2iOBJS3CIUov9ciMWFKpRBAzwFNtKBJn9UQKry0tLWdimbqeofC9oAg41NZl8H0pLJTgQBxMgdtQhvsqkl5rQQnHQkpbpZWVxBVxM45ZM6F/PqbfyLI3T39/N77vkpiymDyZXEWd/lkj1hUN/ysVztxmwSh9TedwnTl0oguanqfsIgmOxSv8EHJZ0yfD4jPaGpjitx+i2t2HKO8OoFTFr5pJwcqFFBZa8CHAOavEEBWpAzNoZDZGwKqGzwid8+g7JDaqFRU2V1zeHEDsyVnwvBh6npLqDBDBmf3LqPZr/GXtRl6WNHqVVhHE2gL5i+3eOS2jyydJzDdkL5rpmktd2lta5I5alFf6XH0N+/DbAviNDmuOfH2j2OvrhKbMvnu16/BqUqV0uzXOIsWoQ1eJsSpahr9Bu53eqWVPBBiJ11CCyZuMQktOPODlUQLLq1dDeIvxejkJICveNMpOlc0hN+9zERp2T+JSYPwXAKnAs1BTWJGk9kraPaZ60L6fiAglcJOH6sOfY9axAfqtHtDvAQ4S+MWL6GofXeA/M453LRi7oZA2pVdJoubIxieZvDxgNRp6agtbrWlpbu1TbSoif3BNP3PuASxkNqqgNQ5A21CeZWFU1LkDhqs3jqBU4Xxl8eoXtvGzUDf3g6xWQlwdkNm1XZd0MflVQb5IwGt/FK1Z3GxI+AmZeaNhurKkNDRJKcDWv0hlfUyy9cKoovgZhXp4xaNYRmZ+HFFY0Rh16XYqY5YdAY96v0m3gPdZE5JgTK3w6KTU/Q9JcC7gT0V4jNy1nr3dRh4tkVxW0Df45IRlVcZRBcF1Z49HRCphHQdlmrddDXR+Q6EcOG1mvImn74XmlRHfr4+0C984Awd8KPSarv/bz9C4+oGhiscuOB1BSb+YTVzV0L6QhuzLb1rY7BFz7MmRgd+8OYPiRrKZJSBH1okpjSdAZ/EpKa0AeLTJk41pNOlfzaQ71a0c4rCZoUfV5hthf+lPjJnQ3qfBy8tHL/ElKb3+ZDkuEHvfpfSRk18SlFfLpQY83s5sidDQfLOyVddW+3zvht+gnE0ibquRP9d4yQmhfOlDU1t2KS2yid3RJCNczul/atC+VxBTJM97RMuiTSUt3hEixqrvtSymVf4XT49L/pU1/rECgGV1XIRWE1N/oC0yuKnIuxYfxb72zmmf7wMw5A5yPw1Pt2HNE+cW4mqWVTOZ4mWNF0PR4kuSMAsb/LpdEkiEJ/VnPjNGJmzIf3fiCyR3IUvlZz28dIKbQswKXvrDFYLoqM1tKXJvOgwMZ8jPqOZucqkOaDJnQhJTIekLihmdydw05raiEH3XpPETIgfV6TOmHSyCsMFFMTmlr4jT9E42EV8X5xN/3gP7avq5A/pJU6efO7ogqa5pUXumAgBNAcUfS+EtAdlflbd1cJsSbLWdQTCmo15XriS09fZ+AMuA48rYuO28H6rmtSFEDclnYfQhMo1baorFHamgx/TBFFY3B7Suz/EWTDJ7bNp9kpVkrhg4ceE91ddI9lzMNQmNieV0uh3IXdUUVqvqGx16eRDiusNPvG923AzUu38j6+/kWa/FkWiokXt6iaqaV48Q2ZDaFGHn1yFm9a0+hSF7QGljRCcSBGdtLEakpwkJtsCgusKMXx44tBavISci/mrA9wNTYb2tPHjisQFi+59BtENZZSGvueqLPuxT88zFlbJovTNIaIno1hNQZuWn+mj8oo6jeU+jT6T+GKwpEwEsYWQ9GkYeDqAxQiltSbahNaQj9UElObOT/0eIO10N2my8OggqmVy+obPElsMsUsWGz96D9lXTLN4U4fFK0LWfeoe9IsZEtOazLkQbbKUOCji01IFZY7JDL22IsRw5XwbHYW+ECd0NH9715dl7lrXnH1VhP6vRfDjou618PoWx360hsj+BINfcLBamtaaDjf/0vOYLU3vfi3JY49HeZ0kaJ3tdbpeNCm+VoACJ+/8BJUr24zdfRL7kQypcwalbcESIFDRdczFumORucO91MdCUsdsZq9WdD+7gJuFwmaDRr9Jciak+2BIcjIkfdbAOR+hnVeceHEZxXWiaBSbNKls8HHK8Dvv/jbNUZ/6KJw8PIzRkeTPPhXDj2nmr4jgxxXtfp/CNkm2ogVNcZMmczYUWkheURtTVNf5pCb9i3uuujaQCtcJiU8L1mDV19vEJk0iZWESJOYDGms7hA4MPK2JTQsFK7l9kcWNMdrLXFq9mvwzNqWdHoYrSUS0pHG7AhnVdTQ9L7ZZvCJNasKjtiKkvMqh3eWw7EdQXm2gFQRR6ZhlzvlM3xIydaPMyq22ZvYqGL8tRqSsiZ92cPJt5nbGqY/+TNDhP69f+MBp1ySgJaYU133o/eS/H8NsKxojIQnHY36HgdVQzF8WIz6jaa5y4XycTk4QqW/+sw8IurSusBsiIRadsmkMKfIHodUfUhuWiqHdJYhPsyNUhOxxaPVp3FxIcSM0BgzaOQHexMctvKSQtlUIU293GXpMkGdDDysaKzzaPYpWr0G7V3h9P13/+sk7CS2N890sha+OECsFaFuTO2gSXwglSMwFhCacfvPHKe3waIwEdPLSskzun2TgyQ6RBZP4eZvSeqjsauNUJbOLjdtoU5E5alEds9C2JjEu6LrSRk1qMiA2rzl8/1pavVKJHt71JRKzAYMPGUTfPU3s2QR2VarDZq9cvIYHuZM+fU8aF6HnoQ3pIw7VMYPasEmzT+ZpzX7F9LWWgIi0BJj6d/oZumWc+A/SmG1FdWVI8vkYtTFFMNChZ3+ICqUFbriaZr9s3EhF40el9dQc1ETKAniwq4ra8hCzBelzAugY3jVFJ6tJXwjxp+MUNsq8R5uKxHmR7wvrNrGiT2NYfubsToPI3NLM90wMqwWdlW1CE3r2mnS/pKmv8XDKiuiZCPOvbhOf0zhVRWWlwdwuAUlVRw3clMJ2JDELp2PY/U38GCTPmdSGTaIFRXWVJlLRDD3WQitwM5rCZoVdNnj2tz9M5qkorYEQv99lbrtNq1cRKShWfjGke7+0YJObihieYtcrD+J1yf6KzisS0wpDaZIXfna0DV+RnJGLOEhLIDr3qn8heR5is4r8kQA3o8gcsZi4NUGkFpI+bVC8LCR91BaBilsXicybMB0ltA2RcjwdyIX671nyB4X8f98n/4naqCJSVqJaE5fEIVJUuF0hmR8kMVMeflxQ5wNPB/hRTfpMi/qIYnGzRe7IEqrUheRpi/S5FpGCiBMAhN0us9dIIMwcM9n40XsE5XxCOL/zewZJ7Y+SOmviVJbEKpoh1TGD+HxItBjQ6tUiuzet+fS9/0BqIiB3REmbel+Inw6xmorBxzX/85/eQufyOtGiJndMMXErdPoCaiMW9oEkmXMhXhLctElpc8DYF+GZ+7aTmgworTaIL4QoRxJNPwFew8Fqg/miILk3fv636PuJw3PHVtDugtrlbUZXzFNb58me77Wxv9iF2REgTmM4JIyGTN/Wy9CeNrG5JYGWvBKanctSsBBkb5iQTpbZkdl73xMG7V7Nxz72WnqeEZpV6oyJm4HkBCQmNNG1FWLzwgbIHBEpvlhJOn6Gq5i92ad0mS+JQHeASvhMvEouBTcDuUMGhcs00RmLnoMtVADT18ZJTYS0uzWj31bUhk2y+yIkpkP86M+k/UrHu6TD85LDyCMd2ZsvOkRLmtoKSRy7XzCIn3aY227Q6bJpdyuqozarv9TAqWoqy02qyywGnvHoe97H8BTllzeoLrPAVyQvmAw9JnKZ6TNyv4UWWG2wDyTJnfDoOvzz49IvfOD00oISbPZrmgOa2Zt9vG5BAJYeHCAcaJOcgPxRl3ghoHePTd/zIU5ZU1xnClDndIjVhNJqm9qoaFSGtqb52goj9wd0ciKZ1rfPpb7Wo7bax48tVU3jS/wkJVWB3QCjo0Tya2+TrhM+7Tx0fydOdcykfnmLy/9gP2ZVJPPMtiY6b9DJLWUvVigE3+ZPyf4hoSmCCe0uhRdTZM51qA8JzP6KP7+b7D6HwT0C/mkMKmY/keT8XTaBo4kWNb37Q2LHo3RyispKIStP3iqfX/ma7FHZlI1BTZAMafTKrDE+vQSv3++x8w/vprLCwqkGdD4+gOlqBp/wSI4bVNb7Esx8ze9+6MvM3eiz7AE5JKXr27TzUvGqQNRT3F6f0NG4gy7RUihtoxEJUpMPLaO0UWZY3QcUqamA9qhLLNlh5gaoD5jUR0TJJHMK3H6f+ogIJfzKn/yY7HGpvr20vNPsMSFzN/oNIuWQyWeHhLO3ziCMyeXnJkSHN4jA7M0+yjWojMr3Z19TIFJW2Eso4WgByht9InGP6mpYuNpncbOCQNpPmdMhfsWhk5M5q7GjzNCekNgF0SiOljT9n41SWwFO0SDz48QSeVzQosnpkPyLwsGtLo/SHPMII5obbjiIn9Rs/9ffpbxeM/i4ZtuKcWJzcuF1HfPoZG1aPTKn9p7ME5vVPPnQZjLHTNFzNaE+okk9Gqd5ReviGYoUJEhZTUX6uE1owvLvvJvackER1paZtPOa5EzAsd+4j+qoSX1EE5sUKbx2t8Z9qJtIUWF4isIGBxWKBrRVV6QmXRoDBqff9Ane9/rfAC0JlbY0kaKcFTcjICs3pTDGo3hJGL8D2jmT6KLi9FuixOaXqsm0orle6GeJmZBWXwSzoy/SPPKPRRh8DErrRMAhiEJrKCBWCjDbcs5afRpuKBEp6yW6kymgqE0mUzcaS4IFUn3f/WfvZfZKAz+hqK/yqQ+a5A4Kwnj2lzpEiyFeOcr8DkiNeyTPW4x9NxChFQ8qKwwyZzSzt3v0P2lQWeHgJRTld9YIopqpm4GyTfoMxOY1VsGmtE4wFSBzNpSAVdxsiG6bzO8ZpPtpC6ci2I65K4XU78eh7znIHrSIlEXWMTEb4MegOQDFHR6FjULNSJ8R0GPsgk36vEcQheR5GV8sv2pcgnhCRCJe/Y49tNa3aXVLi9x4LIvTkKLFS8r7/Cn33U+FdD1nM/IjRWu5S/aIweiXDMxFQRmHEamUjbYicyaktCpKZYVJY8xfQkIrkvdOYiwF+E7WwI8q2r0BZgdS50XSsftQm7Nvk1mpm4bZa6UrFkQ1kVqI3RDkbztj4JSFXnjyPRFmrxdeLghSeHGLRbQAq/68RWIuIHvYot2tKa21yJ6QsYHVVHTyilav7B+rFdAY+hlO4D+vX/jASbgUZBqKaEHR96hF/lmb+jqXVn9Iz08iQlJ3DEprLGqjiuI6k8L2kPisZPbNN1Sorwho90prK4go3AEPx/KZudqi/7kOnS7NxE020QkbO9uh+6CmtDXAakLXQQFBlDZoassU6fMhYSzk7D2KxY0Wbi5g7s4O8dmQ6LEYP3j6cgGd5DTxhVB0G5vyErqftonNa7oP+5Rf06CdM5jbaeCUBcykDaiORXAzkrGrQNqGtRGTzLmQgWc6VKoJIkURVShd5VJ9S5XmqEfmbEj6fIjZ1iTPiCpI/fomTl1TXeeTPQGJ8xamJwfCTwhwZ2a3RWm9SKRdeKXJ7C6DaFEze6VA01NnLJyakOP/4sNvJTJt0+yV/n/3A1HSZwW1+NNZyOi/Q6Sk6NnjMLdL2mLSctN4WxrkX1JEShBbDGj0mzjTNtH707z1mifJnvFITGtixYBIRZPfaxGfhkhR88/fuoPKLU28BPTuVbT6oP/xAiior5QLL3sShvaEJC9Ittt1Qtqf2pCZSuKUI/NILVzW4NE8TkVf7AiEFgzsMfDPJunZr4lO2aLQ85RJbbko4+T3ycyrNmLiH8hSWG/RGhXtYOsdc7TyFl4qJD6vKa8TCk51FTT7NaXVBo1BRXm9prhBgBTpUwYvfmILZksu4sEnNMmzNab/ZSV+XNG8osnM1RazuwySU9JudJcufZS0OStnc4SW0DG0Cd0/ilw8Qp0uzeIWi+zpgHaXcIGHH1T0HNDy/ZeFg1wdNbnyD+6WVns2oP+5jpyXrI82JAn8tTsfwWpp2WMXNJnTUFwfwc1qVn/+bk69OUFyQigGiQlITYTEpw1is6LCE0SFUtVc7jH6Qy3UFwMyR00aQ5quQ/JMuaci1FYGlDYotClJ19wOeabF61yqY6YgTTMataFGbMqkmZfuj+lJkDEeyrF4jUdrzBXS/hGLSAH6n9EkDkeJzStafSG1V9RJn4XcCU+qKySh+P2Xfw/jQoy521xWf8GVfWQq2nmNHzNo5zXt7Q1agwELV2jixyJURw2qK6HdDTwmXNDYlEnXQYPcGyfJnPPpflESCj8p7yeICIo4NenT/ywQigSlNkUovTaqSEwYZM94aEMENNyMBKcgCotbReUpcxqyLzokJzXxWS2CMUra7EHUoO85DzcDemWDiYdGic/+VGNY8+0vXk/kbBQ3J9Sa5HRAbUQELVrDASMPieShNhV9T4tObavLpGuvTXw+ZPx2i579S8WBBnd5m/iMoJ/9hCJS0nL3tKHVo5n65nKSswHV1QG5Uy6NYWEExBZDDFdTH9HMXBVl5acD6kMKL6l5/00/ojEknUCAxExAdEF46G5WqDqJEw7D9ysWtwqFa/KXPXr3uUSLIcfv7qK0xqQ5pDFW1rFrmuSMz7q3H8Nf3RQ1pnOSJDT7HOyrij83LP3CB07ThdxxTac7FOJ8Qg6RckJiswbVMQPDU0z9ikdjKMSuyowtfdykvA6aPQbNE1lSZ0xyRzVel1SIyRMO1tfzeCMdZndFCOIhdkPRXuaSeSBOddRgZPkCrR7F4hUhTsHA7G/RXt1m7toQ7JDI4RhBTKPjAWHLorB1qZ1kACG4uYDKcpPM2ZDklGwqPyptlU7GoF2L0MkpevZruo6HxF8SJJvAygPMFqCWWpVxaHUbnL/LZvhL0jpx6hp70iHy3SyRWVvE0tOSMYY2tLtgtLeIm1Is+6GIOTSHAqorYPbGgPpoSNdxT2gwtqbxuirRaZP4rKK4wSC/e1YcWVx5nlNv/TiRisZqKJyaZHSFbTLoDxxFpy+gnVNMvsUnet0iflQI05UNPmbDYP4qzdhHhSBvtTSTL5P5g9kSFZPv/Nv1VJbbVFYCGmZukOpDhdImHnjaJ7Y3QXI2wG5oIiU48+Y8KlBYFZPGsMaphyxusjACmdNN3ioaqYYrqLtIURObMyhf6YoSjg9+THHgjwR67ieENO5UFKW1BlZdqsXiZogvr9JYpqmugsSMpro2ICL4L3L7Lfy4IvoXGZTWaFuCcWJC4RRMnJJi+BGX2KImiIHRViSm5F01BzXVFdLO9OOaxS0G51+VpXBHm9oqn8ihOPFphR5u41QDhh+u4WVCUhc0/c8G1JYZxJbVQAktxUsIUOqny6mI2owXN8gf1rz7jT/C7IQ8/eFPYC1VFbFF4fIWtmrcfo/1H1pg5ioJVJEZi/h8SHUlfPeDNxE4ima/4qbfeUb0jucCzLYiPqsIY8ESf7dDZY3GiwlvM1YISU0FNAfkLMQmbBp9FslJAXSYrqZ3n/BqAwdat9boOiQBd367zNZ/mtxcvfbMRXEI5SsSDyRJjYcoLXs8NCUB8mOQOuzQtdemvMLCfrnMBCvLTRobO5gdAWf1fi6Gl1Is+5MTGL6+CJz5lw+9Cj8dkjwY5eyrY9hVg8XNUjl2MkL74kIckj6RgoG31M51ynJH2TVN98EOnXxIeS2UvjLM3BUy3+7d3yF7Wro2sUJI/ILF4iahacXHLRpDIcVrXDGWKEgQLWywca4skn3Jxk9oIiVNelxES8KI0DXsuqYxJGjwla84Q2O5j5/QtPIm81fY9Bz06P9KlOZKl05GXRRXcNMaNtYwXHjVO/dQHROXptQ186i0i5syWHxFW+QNHYVVN2kMKfQrihTXm2SPK8qrJZzE5jU9D0WEM54TV5niFrknVKhJTgovdWGryeAemLvCIVKUSrXZt1RtviSyh5M3xwFIn4PP/80r2HjLSUxXM7NbYTdD6stCWoMiCJM5Kd0Yw9NkTkkbvuvRKOMvtzA7mtRZeWdWXRGcTVJfBnbN48iXNqDnorQvb9LqU6TOy5moTGZ+blz6hQ+cQQRK6xSpMwZdJ2Q+U9wIg9+18ZOis5k/GpB9LIrZVnTymsGnhCBrNeXSdcqK/KEO0XJA8oxNZ3mHVl9IY0gRPRkFDZ+985NoBbl9tmhOXlmi8NgAoQOxGZPEJGQejNP1eITsQYuu522cmkiLxc45YhcV0VTX+uT3GcRnxB2kk9cUtiqCJelDp6aJLYTM3eyBK7PCwFG0s1L9OVWYfqXH4iaTl/3qs4BcAtFFzeo3niA+bTB9nSjPLG7T3HDrixS2afJXioh8+cY2dh1697kkZjRTj4xg+OCmDYKopnuf/M6epyz6noNW3qJ8mcvgEyHre+bInA2pb+4Qn9VMn+7Bjys6XVAflc8/e02I4UFhk8wEB57U5A/VCaKIS0wChr5qU3++m1hR07isRfdeE7OtWP5tn/KauDjA5BTROQM3A/ljorGJhtSUj7O6SrvLxKqYREqaxjCUNmnKq2w6WSivsCitNel9oUnf8wHJSY3f52LXFVM3/cy+qnu/QrlCcUlfCKitEvSom9bolnx+Lwm1TS5bPnQPIMFWheBuapKcEAGM4mUh+Zc0jakUsVlF/7MBi9tDep6Tzx+f/X9R99/Rlp5nfTf+uZ+2ez+9Te9dM9Ko92K594K7sY0lQmiBhAQChLzBQDChRLIBYxtcsJHlbiSr99FI03uf0+veZ/fytPv949oaO/nFb/J7s/Iu2GtpLa0z0plz9n7ucl3X9/v5ajpZuazUR6KU3ijDOD8qRm8/qRm4Y4r5qyNU1mn8mCa2IO/rv/7k1zFcRWxBfsbYosTFxWc1sQNxjLZBc8ynvM2n8GiUhT02xa1JMmdMDF8z8UYRbXin0qCluvDjIpR67dV30KW6GupjitqYwVf/8F7mr7HZ9Ln76eQVyWmXpZ0GjWFZZ/1PW0y+dZDYkgiroosSxWY3pJoNbZlr/fBr15OYl3i42KImf8olNmnT7FdM3RYlPmt0RTQ+i7sUzR6T6KJBeZ2oXlUAS1eJipEQ5q41iM8JVzT/tQRmRy470UVFu1cM/AAvHtpwZbMPI5rMBVdYu22xUvUc84ktimq3ttkVL2ldUz7Wg1OFwkmP2JkIjWEovGJe8R6/9MwWKte3iZS0fHae0IsaIyGFo+LNVteWOfA7D+KmFN5oh96DmsyrEZwahOMJOjmFm9XYVbF+XH6zTf6YonBMKsTOphaxxZAgZuCURUzTzsjMWGlIzHQk2uuUInU4QnWlCCHR8Huf/Fsi38hS2RxgNUS42OwR2H/mXMj0nXLxseoiErzwvTWg5f2LFQWYUtpgs3CVxbrPe9zxkX0sXh1SW9VteS7FWPN3i/zdMzcSW9CEG+qUjvQy9mWT2phB5GickR8p6mOi1m+va1OeyHatWXJZANGHhCbUR+VC1uyzGHhBxlyB040VvKbIDfccpTEgrFhtQuai8K1VKP9YTX3F66xCKG7XHLw0xvImsUSV19g4FQOjbVwRdmpTYPhOQzoyzX6FUzYov7dO5pKP4YuCPRjqkJiG+WviVDYGFA4rYgfidNa3iJYD7FpA/uBPPx7/pwenUupvlFILSqnjP/G1ryulDnf/uayUOtz9+kqlVOsn/uyzP/H/7FZKHVNKnVdK/ZlS6qc3kH/ipbvJDRgw+/42P/tvv4PhQydj4GZCzn7kQTopQ1R1NYVTUbRyphjGS9Ieu/6tR5i+zaG0QZSQsVSb7GkBnpuufP+ff+B+DE8+9MCB4KUc+TMBXlLTyQvRx2pp1n/sNFZLPJD5kx06BU1r1Ke9wuXCez7Lu6/dj5eU9pPZloomNquo3CEzp4/+xnfRhiJ7IMLAiiLRkqadl8rDTQsQ256M4G1o8eg3rqU+ovBSiuaQ4vxX1tMpaLxsgB+XltPjL+xgcMMCs+d78ZKKnn+MEF0OWdjt0BiSGYSXUISmksihcoBbCFjcGzB/taK6UtHzgo0fNTi12M/8jZqRb5s4VVH5emn4xfd8B61gy1/cT7y/geFxhUxTWW0y/sYk2hD+pTZkdmU1ESbmSbEEZc7C3N4ITi2ktNcjtiiLolMIafYYLO4VgUVxk4V/Ok1ixiU1Dq/8xwfpPRwSpnzMlihH7Ya06OauizO/2ySwFUZF7Ca5Y9LOTF1sSAvunNyMy2tNzLpJq1cx+JJP4rJFq1cOgtgFR3IBgbPvfgB3T53k83EW9wbUV2ryRwxCW5G8aEol/G6XxGWTylr5jBMLPn0HXaJF8Vp65SjxCQunLpt53ytw+egQQUy4qdoQ60diRvPb3303qQlpnyot7+v8XmnRxRY1q77rolxpD3sJSewo7pQDJHAUsUkR7wQRjR/XxGel3Xv79ceurKG5qx3is4r1d15ABZCacuk9LJtUpKRpDDl42ZDQkkgpP6poDoV4iW7kmZI5nF2TDSy2qElMmtIuLihiC6KgLm12sBsyp7Ra0P9qm+WdPl7CwK4plreK2CS2oK60IXsOCkz/1d97kNiiIojIxW76HgF65876+AnRJVRXy5ZhtAXZFp+XVuT0rQ5u0sBLiLivstpi6WqZc638B7CbwnVNTCgq60JqIxaJGc2Ndx7DdMUX6o7J82Zfisr7q+hqESR7NPfRCdyUor6YYONf30f1uhb9jzjMvM7Hj8se0ntA4+5oMPhiQGtQxjShIxd0iU0LiZyOUd6gmL7FYmmbVPTL2zSNVdIOv/BuwcslZ3xu++B+0uMyerEbmv/46Q/iphSRRamc7LpGWwp/qENjyCB3WBJ8OnnxepodULFAxizDFu2CXFZS4xo35/Dk568lc8pk161niM9C/wsGp34pT3xG1kkYmJgtxfgb5WLhx2TOefdb97N8Vwt7IkLPKwY990zTvKFOq1+6UJFuhZw/oVl+U5PkrEdpi0lsMSRz2UdpjfVwnqde3kpoQ2p/DKeiKa8R1GbgKObu9OnkFJmLcuBHl0X8Z81EGH2ijVM2qK4Jcde1wJAKNeimSXlJqX7TlwLZZ5oQHskwea/MM7UB1nSEVp+i1auJLpjYzZDaeo/VQ0ssbbVY3mALHvSnvP5XKs4vAq/7bw4zrd+jtd6ptd4JfBN4+Cf++MJrf6a1/tRPfP1B4BPAuu4//833/Gkv0xUqRnmrT+E7cf7602/BXFunPqZIXja4/UM/S3WNtGTtmhxUTkNEMHZd4yc0x/58Gz1HRJwRRKA9nqK6SjxEnbwW+klX2IIWn1jvndOUNpjkT2qMkSZWU1Pcrjj63U30vlxkeYum1Wtj1xT2solZsrn21z7FNw7tIb4YUt7pimjoiFQwakKSA/7g2TcQ2OCmwHuoj8CBTl42pPwZmSu4vT6R4zE6BU2kJD9z/ytyUjllaf21trRY2mFw4T2fZe50H4kJk9rODpXVEspq+PJ7KEvTuKmO3QwZeNJk/moTp2gSnbUIYzJgX7rWZ3Gnov9Po/TsN5h8c0gna5A9bmG48He/8yaspqK1vgOvZvCSUDgh18sgAp2+gPqo5k/u/xwD+zoYHUGABe8o0t7cEoZvOaDnuM/MLWAuW3hx8FJAT4fQUqRPm/Qd8miu9vCyIVMf97BacNXv3Udpg0l0wiG2LJ5HwxU/ZnI6JLqkqGwOyB1XxOblEmIE0BiL0/e3sSvxUNkLkiHoZjTL3RQGp6Yxd5fpFELafdI22/zFnyf+XJL6Ck3qnEXhiLBZS1vkeezf3yD1XIzceR+7qijcPcPCVbYoHxua6Tf6FF6RSnnutoD568Wqkj+mUB70vGIKghGJXXLKisVrAhojIY1+k8hySP9+qVaqqxTj90ZkJlyVy1ukJPmgzSFNcaeoxF/4V5+hf39XlDGqcXOaA1/8MatW210rxXfWSCX2bxdoZ00iJVkDxR0SqdV3yKe8QQ7l/DFJb2kMK9ybq1TWySW0tBkWbvLpFDSD+3x6jjTp5KCyQgKeIyWNCmR2uLgzilm1qA9LRZA7rqiu0yTeMEdoQWVvm9pKRXrCZ/fv3Ed0URPETNLjIfnBCqnJkPndJvmTIf/u33/pSu6n2VLseO9xCdyekK5P7Y11WdMZ6SLoaIBdD5m828JLyuyqfmOT+IxcguojipN/tpWl3Rp3bYuRb5lUNsjPXlhflEtQ93JYH4PZ764gdMSGZDUUiYMxvKTCKFtoBavffEHWZ8Rn6g4Zv8zvMejbZ5I9J8DxyioDPyFzYbumqK2VZy59ziA6a2FfVyI+ZdIYDfGSBj12nUglpHxHi8aIaBJCW55zq6kpXu+SnA5QS0IVc2oyU09OQmrCJVLRZPc5/MVv/5lYpRwZ+aQvuyxut/HSMpq4+JcbqN/cZPEqKLwqUYmGDwOFCqtuu8zGB0okphSJq5bIvW+KV39/N33fiZK+JLShmZeHCObiOBV5rqu7O1TWS+s49aMEU7faJCY1pc2KxV0SzebFFRu3T5C94OMlobK+63cfCmndUsMs2kTKmuk75KCbvVG6h+FomwvvcNAbGth1Rd8PIiQmDZY3yjMWm7YIHGj3B8zcLm1oLyEXoJEfKdy0CA8jJUViSrjnsXnN/DXSIj5/qR9tCWpQ/3Qb5//84NRaPwv8D6ek3arx3cDX/p++h1JqEEhrrfdprTXwt8Bb/2d/N8hNzktK66nZZ1AfU+S+meDUJx+gus2lutIhdUnmfbXVoaDiVhvEJ0zJZXMVC9cKpCC06Bq9DfpfEQ7lW+7Zh9WUPLn6mPydXhIuj/eiDQGHD/eUaQ4qsmckTHj8rT1ESgbhh5fQSmZI2TNyU8I1WPuLJxl40pIKYM6lfm1LAMXAqocCgpjCqUmOoR9T3VtgyMxNcsM3KxadnpD4tCI5G+IlNbPXW9RWya3fy4ZYl6NEi4q9//o+kuMGrV6pFP2EcFa1IdWLPeXgF2PMvd2lnTfIn9B4uRAMKBw0qK8IcBYs4rOKCx8waPUqzKgciuU9LsNPN5i7FgqnfHqecnBqELmuyNLWbn5lUZM9ajHytM+nHvokl35GddW1UJpPk38yivHWJSbvhcUdFoXDBun1y3IbtzXJgzFipZD4YsjCbpvYZZv0GZOeb0kJaLZltpU9F1JebXL2Iw9S3gTRBbn9hhHoedWg1adwGqLebPSLr81ZdrHr+kpgtFOVC0p1s/B2G3fU6ZzKYLUUI0/Kppy6JLPh1+ZUpivVrV0TRaP7uxVqq6BZkPT6qWMDDD/bEmP6dZrCCw6J+UDaVoEiPmmJB7dP4WWE/jT8fEvCvieh0xsSn7QI8h7l7R6LV0ulbnhCVYkuCYFo5l5RRTZGpRJ0+3ycsoHyYc/f/DLltQbOstBXQltT3hxeWUNGR9rN0aKmtkKx9M1R2gWJO+vkNIYrEPDZa03o7XDLfS8TOrC01yc2r+n7mxjKV6QvCkhhw+eaGB1FbcSi+psNBl+SeWHoiCDFron61mrIrMlLCvu4ugb2XHuW0r4B2q+voj0DqwHzV9tU18jBsLhdCFfO1/KSghTT3PZvX+Bff/kjtHtkDSWmYP+PtlJbIT5c/5oa8ceTjD7ukh4PSU5qjJrF3HUmhqdore7I5dUI2fmWk7TzkmcZLfrEpwxCz2Rur0mY9AltTfjtHpa3hDjvnZc56WWorvdxU3SFfZ7Eag0poouGpDL9wxqsTkjiW2neeP1BtILEjODk3A/LIDx9OSSyrFi4zcXNhBS6rUCnquk5GuDuy9McDYjNG/hRg2/+5e0Ut1gMfV0Iaa0b6nhJ2We8pMJadJh6XUhswaDneIfFPRBGhCwW/sYStVE5aN/z5H1UVhtEVtW47e0HmLzbIT0uqMbcWZ///NsPEtufkPDrzXJB0wZMjxdY+uIKZj9t8vu//HnUdwtcfnWEdsZgcZfCamuCkTbRJYVVU6Tl7oAz4dC3XWAXlfXSrSjd5JI7rYkUBSxSX6mZeXglU+/xaI0EJCYUyzsC1nyjReSlFGEkJLSFXJQ/7RFdkIi6/GNRsqcMnANJaVfHJBij/xWPxHwgoelRwXU6RfHnJqY19c0urYKob8sboTkUkpr2xZ/bkAPUWraIXXaILmlavQrjJyyE//3rf3fGeRMwr7U+9xNfW6WUOqSUekYpdVP3a8PA1E/8N1Pdr/3PXwpi85r4tEmsGNLZ0GJ5g8GWP7+f1CkHNBRvdMl9YkIG9EnF8X8p9JD4gkC1P3jT80QXZCBvuHKgNHsNeg5rvvn8NfQeCcif1KTPQ3JCbin2ok2kAvnjivlnhmn3hixeExBeSsjgvwH7dj5EYlbTyWpy75siiMjM5PlXNuFHFOff/yAXPq4wJqNErpOYp8k7JTTXbGkGds1R3ehLfNSwiJxCG4JEQOGIBFnPv7VNaGtyuxZJTij2fOgII49pWczbO/gxmQUw3GLpA00y52UeaHa6s74ulDv/WJRWvwzoU2dNCMGPK6ymQe60HC65AzI3DhoyS1Q1i/OfMomUDLy4HE5+HCJfy6G62hM/pshe9Ji808TP+dA2BBgRBww5qDo/6mX0H8WuEi2H1E7lKa816fT71EdD/Ihi7gaNu7GF6YmoY/ZOuY0nFnycisapifhjy5/fT3xGEV8KiVQ0Rkdafq9/50vURk2cqqLdI6rAytqY/Aw+eD2y8aEhMmPjxRScTqICwSQu7pCLwGsiJ8OT6qWyxiQ5qTBd+KX3f5vWlwdxlkUcY9chsmSwsDNG5Zo2qzbNUh+DRn+3lVY28ZPiS82dDUhdlO7JzA0xOmvboGDl1hmcGqAVsSkba7BJaavM2EJLngeraBGZdGiOCvWlssWn71m5WfsJjZsNaa4SVbXZnff0v/TjNpNdh8iCtKwjy9DulUtkbF4q2MEXAzLnRPkdPxbj+T/di5tRxC/bvPp7D9LJmt33Q9G4s87SzjT5UxJ91Xyij/qwQycv1XxttaSfoKU9WtrtC0FmXUD+hMYNTFKXNd7JNL3P2SSnhYxVOCbWKKVh8eqQznuXGXrWJzlu8L0v3oSbDa+wYlt9r1025XKT+FGSaCnk4julle7H4Z237pPEIwMGfiQHs3kyyauPbyKIahorfSqrbPT1FQYetzB8WLtqnqHnJNIudckk+Ns+WhvbFHeFpC5YV8RJxU32lYB6qwWZMwbtPCzsstAm/EbfUyzuUihffNedJ3uobPJpDAp7+dI9n7+iv3htj5u+XS6h0XmxbXgJaPZr2j3SWq6uBuuIBFq3BmR9Dz/lkzxnM/x0nfJah4EXRQCTOR8y/+wwdhMS8yFmNMCpQnMxwXNf2S0pOB9aoLzVp501+ZXfv4/azjatMY/UJaOLpxMMaGhDZTLD6+IdjK5aOYgpUuOwtEPhnI8RLWnue/s/UrpbEILaBOMve2nnBDLR6lMMfd/CjylSUwHagswZqI9p0qkWKu0SLYckL1g0h6L4URh8jiu5nKWNNrmzAdElmdVW12rqG1xS43KJNDyYutVi8nUQKQqhrLoaVj9UITkdCnO7Iuu7OahIn4fogsHkHRbRYkhj2CBSEVFX5kKIUxM/vun9nwMgvI//ttqcBca01ruAXwG+qpRK///7TZVSn1RKvaqUejWoN6ivkM20stpg1V8rOoWA1nCAXeui6F6JcOnplbSHfGrrfXb9x/ux2iLBL7xo87cv3oDpwsX3GqSmxKbS7hFlq04GFDcJNipSDVm61ic1HpI9I1SeTk4UfQMvAZEQY1UDN6MZfvNl1n/pPpJTPpGy4uJsD8s7Alr9ikjRpNWn2PS5+4lcjJI+D9VzOUBuoa9Vvs2HBnCKJoED+VM+Vl1uXUbKk3lCn8Y+G6f3oCSJVFeH7P/aDpbXWrT6FGPflA1aBdD7vSjmy+luBSuzHsPVJCdFYayVVFN2U/Mb938NpwKR1y+QP65ZuF4OTvMNRdoDPoWXLVojPjoaED8ZRRtS3aGkMq6sMSRqq/uautXCWTYgkGBwtxDgX1Nj7GGD4k5N7ao2i7tkc+qkDFZ+Xw6N1V8PsYabKA3rv9QgGnPJXBA4Q2GfhZtSFDfblLZr5vbKppiaFGyY2RFKD4Y8G996ai9WQ2wQKE15jdCFGkOKvkMhkVmL9ojH2J5pvExIJy+KzPxJaZ1ZXdtjJyczNLveTW0IodUnB83n/stb8BLSRi2cCkjdPYdTAe+mKrphMfP8CIkpCGIKuxWSOyl8TC8hamoVIgzWSyHaN3BqmupXh/HjUHjJxktpBv4uSuacwMHrYwK2z58EtKJnvwEh5IYquGmZo1sNxcgTmtiEzVt+8wnJnkwF8nl1XwNvG8fLhBJm0CObUWsgJHfOJ3fOY3mdYO8e/PBnaQ6ERCpiW4ksa26+/5N00uqKqV6fSRLEpNVmtYSEZXia2IImddkgzAiL1WoqbrvjMLFJm+Q1S/zcbU/S7Dc4dHIV3tuWSV+Un63ZL1D3VkFmm35CY3QMPr35YRr3V2RmnIT4tHFFhWp4cnFVvpCmqmuEk2s2DUqbFaVdAU/++XUkpjTJccX89VoupY7Mwc5+5EGyxywq6zWJb6XRBvhr2kw+P8rs9Y6IjCoynx78gUP/i4qRN14mOR3SHFK0+jVeCqp7W9gNTeOmBp1+8SDWhxV3//mvc+5DD9LJKxojMi9OTFi0+zSxJZ/t//l+0he6HTBgcbdGJ2U2l5zUxMdlfZuuoveg8Fetplyko4sw+EJAdUPA9C0Wnbzm3AeFelMfljl4c8Cg74BH+nIg8JKKDQpWfE/88IlJg8Z3B8CUDkjxOo+VXzEYeVR8sbFFmfGO3jUukX6BYscf3E99WMAzudMdUpMBkWWp5ipr4XPfeD1hSXycrG2wuMMUlfmyXIgaA4LSbPUYV/yl8VmFfiLP6FelnR840OiTVv3iLjnAVQiJOenGgeBPY/MG/U9aFLfJOnHTijAaolxBhgZROQTdQgwvJjxwq6Eob9TYNVExD77UZvXDTSGRTYQ0+8TLHdqK1jsrOGWJWvtpr//XB6dSygLeDnz9ta9prTta62L33w8AF4D1wDQw8hP/+0j3a//Dl9b6L7XWe7TWe1Q2gVsIJPLlmiXm9kYZfI4rXEMUVDbJgrIqJn0vmARReTOjSzKjyR8yyVz0wVOU1xg0BuXw8hOAJ99jebNm7jq5ZRe3KRqDUrr7McksrI0aGFWLYDKON+xy+ugYxpo65XU2+dtmcc7FiE9YtIYCOr0SC5Q5H6K2VWkXxIcF4pW0G7C8RRNdDvn6+/8LfYc8pm43SF+SGYsuRfCjomLsO+CztBO2feA4qUsGzQFN38EOySnN3HUmpXtaLN/SprRZNmY/BoWjQhBy00qqhFF5eJ2GLK7feOpdNAc1pWqc9KU2/c9L+kjhdyOkzklCQ3zCYvSHohA0O1C7pkVkWVNbYZCa0FitbmtzKiBzQeaz2RMWbgpWflvDiRTTt0r1mdkvINjQkmrhwnvFQD+3N0Ls+SRuUnHu/UncM2lKm03UO5co3uCRuSyzNKNXPGF9B9ss7NXEJ03qgyaJBZ9ISZOaDAWRZkhV5OZCBl5qSuDwJc1cF1s4+kPFH655CLuqyFwKSE5q5m/QNIbUlU05ez6k/2WortNEKnLJ8jIhubMhbjc5Ay0h3MsvDOClwHk2Tf6wSacQkDsnXYDQFMhB7qQszMpagyAqbaXocoBZtFneIO0uw5OqOTGpaAyaLO/xiM8Jmaj25hqxogh5ijs1ifkA79mC+PFMDXsqlD7cwI9rvvHnd7LqWz7OgkV1Q3BlPTX/bBizpRh+RoRdzeGQSNGgNmyytNWmMRbS7lX8/Oc/Rfq8QaPfxG4oOZDWWVQ2aghFA9BzTFPe7EuuYkyYyXO3BdJqjUqXonAiwGrAsT/egbag+UIPD33mTva89yjDjyvM7+dw0/K7t/pFXxAtySXlzEcfJHMOfu0vPkH1cAE/LuOLSFlTXSFK6IGXOxKRNRV0k3fAy2hic6Jmtyom5Ttb2O9ckEvJQYNICUaf6JC5AOv+9j4aN9VJThgUd2gqawxGviJh2EGsG5G3GmZuVtQHxfJ26amVLO2UlBLDl2qTxYhkkj4RJ3vcoO+gR6cnxK5pVn33kxROCoMWrcieCwgtzewnOsSWpKXtZmVjtmuK+FnB+C3e5Em+5OoOXkKT+fgk6fGQgZc9smeFqR0pdsgfMsidFr90dMZkYY9APty8iImmb7Fo9BukJn3yo2Wag5qFq2yhIsWEwGWWpUJOHXcobnJY2mZitmSNJic052f7qA9JCPmRf/0AQbQLtF/jMHWHtNlLu0IixS4K9ITscd5CjNS4xk9AbVQ+Py/ZhR3kVJdAFgiHuhgy/hZFJydak9atNSprDGKLiuZKiWCrrDKuBGLHZxXNwZCFa7Xk9ZqQunuOPbvOk5gWBXKk1NU5DNpkLrvM3iXCq5EnAxrXSK5yq9emORSV2X2fQae3yyseFP9vaKn/Jprvv3/971ScdwKntdZXWrBKqV6llNn999WICOii1noWqCqlru3ORT8EfOd/5S8xOxCdsyTt/oTE1izuMuh70SQ5E9IaCMicMlGBzF8W7+pgdriiksyfCsifabO406L/BYNoURN2L0ZuRtOzzyK6pElOSG6ln9QUjms6BUlbAdn8tCkxQ6mLBuacQ+qSwcb+BX7t57/O4kuD9B72iS1okpdMcscM7HsXafUadKaSZC4GV26XpW0SK5Q9JQfdz/7+LzH/0TZoaSMYbYVO+Jiu5tQnH2DiTZrYgsHMb6wlORvQe0gzfUuEpbvb9B0IyTwTI/d0VFqnWrxLrV6D+be6GAFYDdmYG6Mw+3qP1JSPs2iSOQ/qXIKZm+KElsKuKxZ3JQktsS2YHZi+xaBwVNNY4aMMOfgKxz2WN8vsDwTK3upRVFaZtHph+Lk2C1fZDNwwzcBLGq/PEzC4D7ElTeZigDY0sXmBXntJaPVD+oLQXNbeeZHaK70kzjpMviNg1dWThMWIUKOujTLwvKKxQhR3U7cJZahVMPDyAZGqiB9WP+wxdUecSElQa36/S2JKUdxs8fO/+S9RviQ5hA5E501Gn2jS7JWlMPs6j+V1BqmLBkvbTRb3hiQvGTT7DJrbWqQvh3R6QnrfOUli75KQdQrQHBK148JVUemE9BqUN2hixZDyeoGgewnZOMbfJ7d10xUecnW9HESJuYCHf+uPIJA0iczFEPPlNF5C0HFjjwZos5s9uqhJn1PEfpgm+c0UiSnJBd3yB0fJnAOSP+aG1gdMxh5rM783ITmOswbWnmVqq6R6y6xeJjYvLM/moCZ7wSV3RroukbImc0bR2N6mukZTXmMw+KxBY6ibSBGF5DkRzNh1UaDO7TUYeraGm1RESsJ+Le7UvDS1kuf/7HMo/8eWAxVAeb0kstSubrHhb+6jtCvAS8DYo22iS5ryJk1yxqe+Qnqby+sd2nlFOyfrXvJPFemJkFhJ8IOxV+OU9/XjpcQjmzvnMXFXhNx7p+SiUoqSfN0cI08F+HHN03/9VwIZOCUzx8Q0xKcMamsCgphETKkVDaqrxZsbLYX0HFa4ObnAe0lF9ecr9B6A5d0+mZMW81ebxBc08XVl5q82ZGM/lqK6SlCRvugFiSyrK+uXQGAB5ryD1VbMfmcFxTc3mbrdwm6GZO6Y4/z7oxR3B8SWAgrHPZwqBD0uPUd9MmcE6TiwL0QbYgHiewWiS1LNtvMGdqMLaz8uVhWlkWCDsOulHBQmdFC1caqa2haX9V+6Dy8bykzYUkRKQhQrvGrQHNRyeEZfUz0bXRqbMIpLu338uHQH8yd9amOKVt6gNSzPs71s0tuFQiQfS2I1IT4fkjxvU1kv/uKeo/K5+jEJuuh9xUBpucS0vt3P0u+spHDMw00LT9dLaZY3KqorxMebugyrfus0OoSp14XM3BvQzhmkLkLfgSapC1JQBVFhfqdmfDq5n34u/a/YUb4GvARsUEpNKaV+tvtH7+X/VxR0M3C0a095CPiU1vo1YdH9wF8D55FK9B//Z3/3lZ/BEwFO/jhsftMZzG6S+PxeMdi3+uXAqI9B9EyUxrCmcCKgPgrLG00u/ZymPehTGxOOY6QsLaGeo7L518dE2VreKD38Vq+kBzQHFF5aWkFWU+ALv/vLXyR/UpSdlx5ew3/60nvorG7T7JUZkl3TpCZ94n+RpTmgiU8b1EYl2gwgPiPzv9KugPqgiZdURJ5LseKHHm5KE10yiGY6mG1Y/6X7GHlExAfTt0SpD5kUtyquu+cYLEYo/OJlQltRvM7DXSHWmMVrQnKnPWKHY8QWZS5k15RQaRYdltdbJKcEQqC0bHzV1YrBl9p4SUVzJKDvgEd8ISQ5adD7c5fpf9Eg/1gUL6EobbTxCmIxAAgimiAmlh03HzBzQ5TCCZ+554ZZXm9iVC3YWb0SV9UqGCTGLWIlURp6KfEs9h5oED0XZfzh1bjpkJ5jHsPfsSh/cZTYUB0/KfPZ2VtDMqctgpjGahiEjqa6LsQuCzWm56jHxXdKOoQkcGhSxyKkpsUk7aakw5A5ZRGaisLxAD8mrXqA3MsOnYK0NYOIZv3f1LvRVZrEIVFS9r4CM4+MUX+lR+DyXaVvbEGTHg8wXTlMB1/QTN8T0nMsYPhpj8F9bZqbOqz4monVklgyf9Aldd4if8pn8R0t3vIHv84f3PoN3DQsrzeor/JZ2qGobvEobbBJn6lgtiBSDlneGdAcEo+lhDLDnw29Qmm7JnHyx+Sg8vUd5vbG6N/XYOVDmuz5APV0DrumqK8MaO8vEC1LSkwYgYm7HOrDBrGi3MLrtzRQhkaFitZQQH1I1KGRInQGPJLTIV5aU9nso0LZlMffkKK6FgrHO/QcFlSaOphm1fc+wdLeADcNnbSi93BItCgq4dT+GMkJUR5Hi5rpWySBxFk2WNjdzXAFyps09RUh0bKAxJNTIW5WE1rynilfUdvWIYhJi9apKRZ2iQJ+9rFRoiWF0TH4kw1fZ26vxeDOOdZ+5T5S0wHRSkirT0YmyemQgRcUwdoWq37wCcKpOIarKF/lUl5v0BxQBCvbeAlojIS0X+qh1WtgJ10qW2RWWnxdi+DlHMkJUdGOPNMifyq8oj0ArgA+nCr0vij0M5kph1htzdp/34BQBGnhF/vIHzYY+yEsbbNYuMoWnKOp6aRNqmuh56DsVVZLwP3ljQKaX9otToPsOZ/sOYH8owQY45Shs75Fdb1P5pyi91ADo2WgNFgLQs/KHxXGbbtHRIrpM1Z3bi5dmMy9s/L7BCLqCyLgjrk4CxIzlpwOWbjKYmC/R+veKkNPSWfQriqslhyQhgvp8YBmv0F9g0vPIcXybp/4nEt5d4f6Oo/eQ16Xxga5sx61lVAfdljcZZOYhuXNsnYjJUVtJVRXQbtH8cyrm4mejEmi0RkHPyYq71ZfhMxlHyOAICZnwtJWi9ban64O+l9R1b5Paz2otba11iNa6893v/4RrfVn/7v/9pta6y1dK8pVWuvv/cSfvaq13qq1XqO1/hddde3/9BVa4GY1tQ0esZLP4u+twujIJmxXDGqbPNKXZEaXuiRVTWxRUR80SU7IoDqTauIsmrRGApyaqAujRcXiLkXjDTUSU4qfe9cPserC9GwMh/S+Cu0ewYUlJoRhWFsd8vu//SGWrtJYr1+iulFSBraumMF42xLpS5rSdS5u2mTmJov8SdlMOwVN7z5pM70GKbcqJpX1IngJHGl/rLvpMnYNOjMJQltug8sfqJM+ZzD0XEcEHQuKS7+7keS4wemn16B8TXTCwVh08IZd+l5WVFaLX7W4VbH+o6eJLEsb7LUKWgXCH+0MeygfkpOa+pBDfUVI6oJJcastVVwCLjyymuiysDCDmMSmZY7ZFA5XAJkdREqiuNSRkP5XXEJLYe6siP9qwcB5Nk3uTIhdE5BCJyfK38ouF6eqiJY17b4IoS0LvPegCAJmrzcwAk1rNomzbGDXIX/IxGxrOj2BpNSHisxpReAIpWZxh41ZE0JOJ2dQ3GThZjXFTYL7qq7VOFWRqNsNjemGLO6KYDd+/DiG8ZAgBrnTsLQrTX0sxOvzsFqa8kZNdaWolpOT8nMUrp8TK0xB0c4aMiOrCvwge0Tey4l7LBqDDrEzETpZUwz2bcXY18V3urTNIpiL0xjR/JsfvRd/Z53EtKbnVRMvFdLzkoXV1lx6e47KhpDaqMnqb0i15BV8mkOa+J4l1n35PnoPQH3tj/tM9ngEswXz1yZY2uYwdZd48j763kcZflrmu80+g3B1i96DgtsrHJPnbe4Gjb8YY++qy5z7wINkT0poed+rIvjBkLmV2ZLgg+UtgnuLz0q3oTlgSzh0TjyXsQmb9BmL/KmAHR8/JoCFogR+u1lR0ccXAqo3tSV4oVcq4fQlYfwCZM5JsMP0LQZWU8R8sTnBu2mr+/en2/S9EqK6mZTNUZ9dbzpJzxGP5qAmumjwyc/8IqlL4H2pn0hJMfMmj9qwSXxWkz1udS/aGjURI/+qRaRo4FRFONjJBwy82CRcdrCakLoo8zWtILY/QeqMTXRRkXo+jp+UvSOyYNLsj9DqguTbAz+e2QaOCKO0gmCbXNaMjqK0x+fcx/pITslF101KyPPs+ztdepCI/KjaLO3S+HmP+Tt83JRUT/FxC2u4SSejGH4SbvlX+6gPm1RXmsKQ3tZBBd1kn4aNsyRV/ORdCfr3Q3WFgdWW7thriLvXGNyNEY23uUl4dRU3p5k51i/PW0Ph1ATdl3vRIX0J+l9poJVEuJXX2FjPZVjcZRAthrRGAlK/OkknJ0Ki5XUmdk2TPSitwcxRmwvvdsi97LD66xLYEKmG+HEYf3M3qHuzXDyag4q+V0IKRwSYkT2jWfmDNs1VHpEF84rFyvBEZJWYNChuNmnnTDo5TeGIzK9NFzIHf3z5/O9f/+TJQa8RNZwFi2aPRW3MFtC6C242RDkBxe1i+C1v1JT2+BL6vLkbaaXA/GaBIKZJjJuU15os7ZLbaXRREXkyjdnRfP4Lr5dWhSN2lfiiL1LzAU3l2jZeNmTFDz3mbgzJnlLUmhFiUxaGr5n8xmoaz/cKDWc8gv/BInYXyJ6adEX52zWtW2truGk5aIyejsSgdWdclx9ZRXmrj3ZC+l5cFmXmExnS4z4XPyiHneFrnv78X+GlIbYoi6b/FY/eA9D3uM3yRplpGr5s/Cce2sTylhA/Jn6oVq8mVgr5v97+VdZ8OZQgXi3ila07L3cPhJDqVg+rCc3VHlopWv2K9to2uZNCA5m6KwtAuy/EzQglpP8Zk+nbbBZ3GXgn00TuWqQ1EJI959HoNyReabSDXROaj71gE7lhiWjJpzZq0XcgoLK+e+Cc90lOKqKlgOisqDorWz1R9iYUyUsWheMehePCtI0tGBSvklZedEkxfw2Ud7rkz8hiT02EJHaUJHouI+/50lWa4mb7ynwT5EJm1kx+5RMP4cegeLVPbM7ALAn6KUhK666zo4nZ0Yw9GlJ6YQC7pYkvaLykJEdoA0obLdo9EgdX2FCk8e4K/s462pCN3E9oZm7q2i+qMPxUiDfgkjllYpxKgpL3In/UIFoOuepjR4ktQv8+MG8pMXNzhNRlGPuedBSCx3pwylLVv5bGIWtI0RzUAsPf2iF/WCK7vvjVe2hnDPpfP0l8IaTv21EaAwZ9L5gs7I7QyRgkJkyyJw1OfW0Tq77zSRrDMPqER6tgkDtuYNTMK+pebUL6vEFlnbBeDSegukLg6enLISu+v0zunHREmr0GT+3fAloENcXbOvTcOIuXVnSyBon9MdydDdweH7MDjXdUr6gcb/jwAUJHE8ZE3OJHFY2b67Rzik6/j+mC75u0cwYfef+jWC1IXrI48KPNokk4JgKSICaWkmavgdUC7ZpEl0NqK0WYl7kYMH2rIjavqK2SC0a7IESyyJJJZU2MxLhJ3+EW1U2+BIUXhOObO+vTe7RFEAXlS9WcmNIkptvUV8D83h9vvXZN4+2o087LjL7v6zEyZxHxV9FCaaiuDUnM+VTXSALM2Vu+xKpv12gOiX4hPmVy8N1/gmpYxM9LK9uPy3MVez5JY1XA/F6Dh565VuLKRkPecut+UOIVn7s5xGgb6LVNlreKX7q4VRG9fon0RU11vc/EO0SQaXbEOjT0fECwHCH6eApzQ40gKc9c30GP+rAiPSmRZZV1cO6DERpDBpElg3avVKOJaQH1RxZMKn82RmswIFrUDOzvEEQVQQwBwCTBLhvUVsLlN9o0e01aOYP6GFhpFwykazEodKJmv0knJ2jT4nbFzE0xEudtImUIoopIWQoqsyXfOzmliZYEXWi3uuSwlKa26sdr6L9//ZM/OCXZOyQ1Dl5KdT1u8rBoE6zZCJlzipf++LPEZw0GHxdx0NXbLtDqC4WoEoXhp0OshkQh9W5YInNB8gY7t1fldhcIf7S2S+wf07fYtNdKmylyPkrhgMHEPQ6b/rREpKKJR11aq11y5zqyKfVLW8spQ/jtHhGVJDXjr7eJzSu0IYteHUxLgkhW0fe9CJmL8nP4UWk5mU2D4ccVzVVpcmcEsr20zaL3aQerIeKUHX90P1YTVKBxr60xdYcprY0RQ26EAaQnfOxGKPze/hZWS27rqXGFXfX5vb96P41BR0RScQHKlz8zhh+TQ/zenceorw7IHrJZ2m7R7vMZ/QcLNy1RWq+lCKz8vkfvYR+n3PWW1UTVO7AvIPufEuiUT3WFQOJDG5TStNdKiLeXDQgf7WF5rUNog5sySF2Cxd0Gk2+R1s381TZBXBNGwFmyaPcHdLJiUF7YY9P8UJmFq6VtYzZllujmJAQ6v9/G7MjNtLhDUTuVJ7FdJgdOTdriyamQVsEguiyLJHMpZODlkP/08Duk/XTcxqmKGtrNdHM4PYVzPE5j2MCueLgZmWM2hgQA3vucTWRZ0+kRDmtsSdN4oReezZF+NEGz1yA2a8lzYclh3e7RQgK6GCE94RNuqosKsdegk1fUh00Ofn471TUhczeH/P6WbxEpSkus0W9i14Sa0lzt4mZh7Os/XtqhrXEqEgeVfdmhMSxdB6ciF7rZx0ZpDBiU1xjS+hpTDD3XoLRNE1uS2ZRd1+SOmLiFgE7GxEvC8g0dtKPJXAqIzSlaq12Ss/Lv9SGT5IEYiRktFfVOxfSdOTmk2gHVm1s4ZYO56xWdbU2MBYfJqQJmG+pvr2E3JZZt+EcGsVJA/m+SREtywXnhS7vJnlL0vmwQKcmacA4nqW7yGXzKpLpKkXosQXLa57OP3UXsrgXqmzu0hzxafZr6iCJ3SqxMYUTTGpTDzipadLIiaNMmlLaYYMn+kT0F1U0e3ooO/pY6hgdrP3maxoqA8XujrPvbDgMvt3CHXDpZRXXM4uJbIhJjWJSD2ksr6iNREhOKzFlBVILQmiIHkngbWoQWVEdldj/4QkBiRpEch779SLCCkjb9mm98iqVdqSvr/Ya3H+KaL/0K6QsyZmoPBeJZ3CYHeGzKJDEl2cI/80uPEikaPPLNa0kcj9LJCRwgPmXgVSLkjxpkz4eSYvKXWVSgiU9YrHjIoLJB1rFdF9JPZMHEbsDK3+pgL0tXbWmb2FhaeZPkuLBh137FxakKLYwQktMhmYseflyyiN2kQaQkboRLb7UwW4KSbA9IZ8lqKcKoZv0XpdMVxMQ3OvgNh/higNHpwmHKmmgxpLpGCF3akp/X8CA5HQjzuC3CpdiCpt0bUt4IizstwYzeYOKUoe+g5Cz/tNc/+YPTbMPQM1C+tY1WUNvdpjEkG2f6vDzkZgc2/tX95O+ZYeFqWN7lc+5rG3jb7S9z7kMPSnswY1Af1dRGTWrP9eGmZLNqFWOiRo0KCzF5NEpyXG6JyWMRzK6lozEkH9SZ30rxs7/9bWqn8phli9CWZPHB52SG0OoXIk27IAi67BlFZZtHYkoeKmFsKv7qU3+O4WvMjlBA0pfllhdkfNp5g3bOpLgl0lX/6m5upsSICR9VbkZjf2oSWzBwKmLUr+5w8YZdhv/NOYrbDOyqQeyFJM0VnsxTyyFz10VITkk+YXW1qIutFiy8v0XfIY/yenjhK1eROmcSXwox22DnOky8WaMCuXEWjsrns7ArwvbfPEKnIMbp1oiPlwqprrSYuTEObYPKRlGSqhBSr8SIJFxMF6KzFu082G9YxPCgukpm0IkJxdjDBqUt0FrpYtcUXlIoQf0vSsuqtE0O7uxfpKTSGfcZedLDqSncnCS8o6CTFl9Xz7YF7Kqi9WqB0R81CByJCZu/XqDoM2+W1mZpi2L6HhHGOHVNcHtZ2qDzcpD7SY1TkYMnORUyd32c5LiBU4b2kIfdUFTWQqtXNjwVdtt3i1rSeZBnOLIMtXWBGO4ded7mbhCBjdUIiLycxGprGqNy4bPrGi8ltKz4hMWvP/izDDxfYfF6qULMjlBTlCU4yNkbf4w9ic8pklMhnVUdaivl72r3h7hpSSqJzWtpR++oU10hSsvq6hjpCwa1FaKYXLrVxX9dGZyQuTe7dHpCUoeivPeGl2gMmqSmAzKHHJq9wk717q6IfemD08zerOk5IvOryuaAS292yD8aI7QgdcnAuBwjUjToed6mdnWL6D+Kg81ZUWfmTT7VMYv6kHllru5UNMvbhBJl12D0h0tESpIzGZ938TKSG1lZY2O2FPMTeVTNQkUCeo6EeNsbLOyF2D0LoBVewae8OaTnqHSutC2bfWJK8+EbnyM+J6Z5Z8lCGZrcDxOkL4ec+/xG+l5SWHVF+d81Of8em/jZCF5a0+6F6JKB2YHBJ0skZiTFpj5s0LipQfFqn/Ql+XxS4x2CCGSeFfU5hqzH0kaJJtSmxA3WR0UEVdosKn2rqalu8Wj3al58aJccdK+fozXikT0uft74hMXCzhheRotQ0IU/f+kOElPSacpcCuj0BMzcrHCvrpM5ISOB8hoDw9dCmKqEeCmNm+qOm9a6bPjQaZyqpj3i4dRDKtsK5E/I8+3uaNDpDaiPKCq3tLnzba8w8boYoSkVXnxOE9iKqTtk7hzENFYrpNMrGcSp0SrX3/cqjSFFZEG6I2YbzKbi9P1JCdfugcaIorzGYnmt0KHyp33aBUXmfIPkeDfcflDWWuhAeZ1c+JoDina/T6u3S/QKoe+AR2WdXJDtumZ5g/nPu+IMIjBzGwx8y8FqalKHorgjLrWVcggFjmbp6gBvTYvqw4P0vSoAc6eq+fbj17Lxr+7HKSvmbw1IXRa1FsDHf+W7ZM9ozLrJ6g+fpTUSEJ8VL1nxGl/mcTva2HUhcbRWeNRWgTkR5T8+/WbsmiIxZTB9k41/U4WF3QYYsObvy13WKNTWShvRLll0svJQdXIh4bUVPvDwz9POGbR6DErbxOZRW2HQ+5xNEBErQ/aCT2tvg4F9osqNLEvVaG6v0C6IOOHyG2Jc+44jqFButcnTDn2P2Rx+ZJPMRBc1lW0emRM2vUdcFq7VDL7YofTWJrFFTRgLr8w8hz/nMPEGybE0O5rqJp/6oCzQzI/ipE/YxN8yj5eA2pj8LF5ac+I3txGfVUSLIdljFmEqEB9cE/r2mdx5/RG8uEHw1hLKh+jTKZx6yOiPGoRb6qQiHeLzgUQhpRRKa9p5k/RF6H3WJlrUOGWJThr9+XOYLciuWiZ3JmT55+uMPhZSXWExc7MtwoSmvK/JmaDLRIX2D/oxXcifDpnfm6A1INScwWfhyL9+gPyzMs8wm4rkGZvlLeDUQ6zHshjr6/J9O4j6eUBuzm5KUd/UIXvBo/+VJmbNpDkakDkv8+D0uC8HbkXTvrcqxvOOxpyNEC2GpM8K/L5d0PQe9Vn1HZfkVMDctRHyr5uh+M4GRqcLk9CSTelUNc0xn1avZmlPmtiUKAatlqY16LPmrwP8nXUGr569sob8uGy+GJrCtkVSE5L3qS3xpDr1kIGXNPEXkwRREcRlzjfxkvI7Jy+DsejQuJRh+B9NdNUhumBQWxfw3b+/Ud6Ppqyr5EyA4Srqc0mO/NoDjM8X0E5Is98gPeGTvGjSc0jR7lEy3y6FrP5mFTcrXZjIGRFgNQZFTDT8XYv6Xonba/bJxl3aBvEZg/qKEKeuqWzJ4dQ19REDL2kRnRcPYP++Kn5Gkkd6DhpkXo7S/wsXsU4ksIca8JUe0hc1+VctjI7B4m4JTrBr4Mc1y5s1j/3eTSxd74tSOYT40ZgET2yS0OvKGoPWqMfy8R5SFyy8jBxInb6AvoMeytec+fU4rV5FbVQOMz0Zx6xaV5T2l+7TrLzjMs07pZI1WwJqz1wKMT1NcNcyrT5FJx+y5V2nyJ/Q3PzeAzSGDYYeNxm5dppmdyRSe2SA1FkbbSiKOzWtgYDqJh8vE9AcUFhNRe6AhZ9QtAaD7jzRgEIH50ASNw1/+B8+i7YEYOG/u8js9SZeNmDxKkXqkkFPf5XjD2+SC+txW0KjV4ptB2CoUEFlXRl9FR2eePhq7JqMSNp9Ip4r7dD0vSr2lr5XoD5kSlU8o9nRP80j5zcBYq/p5IXVO/KkhAh08jDwkozA6isCCic87DrMXi+isvKGxBVXhWkFNAc1fa92uhdQoZCZDUM4wC4YnmL8TYogGtIc1Ffygvtf/unn0j/5gzMSd8mcNFnYY+A0RFnZ95Qj+YGbPCJlReq8RTLZJogpGoOCeSptAzXaJDEjvNrYuE20rClvMOh/pcNXfvONVFcaJMcNzn95/ZUbml2TCX0QhTduPkYQFWNudEYk935CkxqskTsTkDvtkT+pac4nhDx0xuTSO7JoW5MalzdfBYJzsjdU5Rfq7WA9n6HvVYFL+3E5gK3Gj31O7bxUpbURE+tkgtqIPFAqgNQ7Zkl+M0XtmhZ2Hfwhl8u/uo5OVhFdMGgOhJge5M6E3ZaT4s7tJ/ESMPkRnz+6+2vURh16vxGj1StZgckp+W/Laxx0LKD/BUV9VChI7V6Nm1FU1kN9RYj31X7sOgTb64AY/Of3ON2N3cPNAr4wIWPFkMoaxat/vZP5GzTGd/NEqjITXXhni9LWOENfiFB6eITFXQadrKgryxulso2Vwm6iB/zVx/4Cu645/o8bcKoa+6E8y+sNeDRPbcQkf9oVeHpZYsPqK0JaBZPqCsHSubdJon1oQW2NzD2DmKaTNtj56fsJInIRaK9vo6+vYDUUbsKgvNNjQ98CrYL8fNmzMkMF+YzyLzks7rRZ2hYjf0wx9BTUVkoVN/4WEd0s7VToVzMUDsn8zvChPirPldVQDD/j00mbFDdFMQJorvSotiMkf5QkWhTQAApqYzLrTJ+1SF2Wqre1yqVdkCCAwWcMMr8/RTieoPijoStryK5JBWwsOnjf6WV5M7RyBrF5mXu7SYN23qCTleST3gMwc2MSFUJjnUt1rUabmp5DCm0o0mck4DqyYDJ89wQDLwcUt9p4KamS3FxIz2iZXf/pfnKPR8GUdTt1t6IxHArQPyFCIG1AcUdakIZR6D3sk3ndLFZLLn1eXBE9GqN87Y8VjpGSorWjRZj2qayF2Tf4LF4lP/svf+arkvTRp1nakSJ/SLCMrT6Fl4b5ZkoSOE6kWNop44XKOs36LxSJzxgUjijMFvgr2+ROylio8LLF0g0e2pRqt9mnWHvzZcwO9B7xyR2yCG15L9MXIDUOyQsm428ycOqaxNEo7RGP5voO2hCAQfqiXDIAco/HOPfKCqxXUtTWBbhZOWSqY9L+N3+UI7Ql+P3AUxuZv8PnmW/spp3X1EYN5p4YIXdSKmx5LkVhnT+uMJsG2WMWg08b9N0+TfpSSGtA0RjWxGZN4nOS1jP0sEPgQN8hj49//T7ao2Lhcp/rITavwJYINj8O7ad78KOwvDUkjAi5zI9JqAZA6ZEhdKj4+HsfAVMA/SqAoRdb5I8aNN9cZdW3XRaukmovWgqo7pC806WrA1794Va4nJDgAx9yp8SSNHmnQ7Qo0IupO2zaIx6pCyadf1nCzYhwMj0hM+7EjNjoOuUoQ8/7LK+PEFsKqW53MV2NOdqkMWSwvBkIIXPaIjZrkr4goj27BqXN/wcACP9fvfyyQ2VTQKSksBshoS1ensYQGHGf5FSI4UKtEpP2pQ8D+wK+8q4/wzydwKnJfCeIaZY3GPgxTegYzL5D2oWVzeIJVEFXfTcoBmoVwkv/dQ+VVcK8fa21kRw3iH4rS6QSMP5meWOHn1S4KYVTFZVlZNHES4iAYHm9iXX7Eu2mKMS0Ft+eH1G0h2Uxtvs0rQGxCQQR2HHPadq9Er3lb25QONWmtE0M31PHBtCGQhcjFI67RC5HmN8bpzkkEPuRp0LqQwZ2XRZlZWPA44e2kD8dwESMP/oPP8PyRhEntHtEYTx7Z0B0EWq3N1Atk3ZB8ii9pGLV9RNkLklyRnxW8jMjJU3iqQQAqx9uYzdlplrcEsFsi0y9vkLTKhgUTgiaTVtyk2vnDbykxjmcxE0rJu80cbNCRrHrGqslXtmFuzyBnhcFWv0Lf/jz1FYq+g571FYIAD1/WlSdblbRzneReTFJ1MDoxjj1hARxze6hSSG5DBikzpu0BqTVX7w6oDGiKe+RjbnvMQf1Uob2qEtlnUHqtE3j3w1S2SCz6MUbPerrPZyKprVT4pBUKBceLymq2k4upLxRkz9gkTsrIqfmWpfFmz3iCwFqXZ3seeHZRspQG7GIVAKcuqa4xcRomuhHC5Kyo6E+KqMCswMLu+WAq9/SpJNVjHzfJFrS1NYELO1QTPz1OsKhNvXVP+HjHJMW5MBL3XllTWartZXCYfVj4huVakfa19qUqmvgCYv0BUX6vIHdDDFdOfTYUyF0NJf2j7K01eIDH3yMRz/1h/zSxx7GrhiE3yuQmJMqJ3bZoTEakj1ukJgy0FGJgjM7UNyu6DlYwc3KTKq02aLx8AAoSE75V4Lco+eiBHcJ8xUNejFCZMohUlTET0eu/Ly/8sj72fqm07gFQbtVbm8RWtLt6TniMXeqT+DdStTTnbys6Yk39widbJ28X9blKPVRxbMP/qW0yE85YIgoMTWpWfjCSkJb5sudnCK6JC1qtGAbQweGnhThUuZSQGzSJno50vUiis+xk+62PvvFaudUNIWD4jU3AsheEBqRl4b2oM/C9QHJCeh9xiZ5+zx6tE3+tIdTE/6rNsSvGkRkpBBdDuk7KOrX+Wuh9cVBaqMyVigcEwFhc1ChHc3sDQo3G1JZZTPylMf37/xz6qMyo9emZLKmT0tH5TUkXeq8Kek6I4IqrWyUPSd/2mP1F+ALX3wdJD3yJ+u0BkJKG6I0+xXeiTRze6OkLstnubjDJjru4OZCjI6kXtlVRScXYniKm399Hz0HFclJRXwhpLzGoHBEQyAUp/BrfQRRTXWTRydrsrzOoJ1XDD1lkDlms7DLprIxoJ03yB5wKG00CccTxGc1zrLCaovK3nTl8YrNi9Do/+n1T/7gVCFEFuVmtLTNEo9cXuHlQqInY7QKBo0RTe7FCPVR6WvP3GDyMw/9S9rDHtUVstkXjslDnT8Oc9daJPfFQIHRMghiGqeuu6kbkNpUot0b0nhDjfr2DtrUNO6pM/xMSzacFYrFHQ6ZUxbNfoP5qw0O/taDYs6dE3xZetKn52hAeFWNxqECfT+UVqCx4BCfsCht1xT2W3z75/+QcKwlWaIZg9ZAyCsXV6AVtAYDvKZNfThC+oLCjyr6XoFILSA2UqO8ziExKRix0SekXWHXfB771T9ifo/NwH6PoafkfZy6W5O+KCrN1GVQYw1yJ0QUlDhv08lB78NxUmdNKhuEfKRNaP/nIeb3wqrvtOh/tU15gyQZ1FbJ913aEcePCirLzUoVBBCfljmECuUBjBZaDL4g89n0JTj+Lx/omuAV//VnP4s2oLJOPoPRt10idTgig3xXU7pW0IeJKc34mwT/FpsXkkwnIwd5bcwgdRkyF+XAjc8YeGlN7rhi7B9bHPnGVvwoXc6wJhxr4Sdg1cMhgy8ERCblYtPsN2juaJE8I4kTyZmQ8roYiUkDNwX9T1n0P2PSGFIY45LlGuyu4aVlVl1dLRmluZNym66stlC+BlfIU6YrLfHZd4iIx6lItJ2XMIgt+uTOhOTXlggiSKZsSzP0fEBrQC5VkWVFaGt8z6S2wWNxh2zc2eNCzbFbmrBjsuYffnxwpi5LddzslbXQd9OMZM+ehupNLdKTPk5V03vEo9WvGXsk7EaIKZY3Ksp7XSrXdAhNRXVUVJ4nrvsKfQdEfBdb0nz5b+/iDX/y6/yXz7+d9CXxhC7sFqGKCpAUHFuyGHtesKmsFQCJn/OZujtLbMEgUhEf7vLWkFZ/iFNxKW1VxOahPRjAs+JIDx2xf3zzw39MEIPB55us+EcfPx3S/5Liwuc3kDon4xrjQozokuLXPvYNJt/vk5gyJEihzRWEYXwxJHPrHHZN3isUDD3voQ3NbR/9OIEjUPDsaShvgMW9IYs3+iRmpA1vtZAElEIgVoe7isRnNcvrTaqrYWGPIPCUD40RIRMVTvhXAAhBTLNwfdBlVouVIzQFQ2i2IboodrYV35V2dm2lYv58D9mnozT6LbirRGxBquP6kMXgvoDC1kUa/SZLO8Rnmb5gCLGqA9VtAjwPIkiGa87F8BWRokEnDxN3W/zsb/4yYUTa74Yv74sKQXXkkmU1oLpTLpvxbcs0BxTRebkINAYsLnxAsljjp6Kc/2WTwlGF3RAth72lipfW1FfK794paNpjLqGtSV0ycCqiclahFDPffOJalu9tEtqw/d8cIVqUjOPcEZPsGVi4PiA+p0hctKkPycUjPR4wc3tI7+EW7qYWYxvnKe/pUB/rXgrTAa1eJbGOPd0kHC1BBG4a/JS+kmL0P3r9kz84QwvsXcu8/OkHaW1s0xgS1WTvfoPmCp/q7g5OWVIAQqvbajok/NEVKxdJTmmaI6HI4uOS6ZeckJTwwIFI0SA+IxE4nRtqcsN9pkD6nEFwOoU14+DmQ4yDKUq/3iA2L1SKxKxUYU5Vkz8OV//mfd1MSlj1zRKVFRZz1xnEnkiK4jQhH4IKJa4pc1b8UB/81/8K63yMwnVzMv8woPBEFLuhSEyaGDWL2jtrlDeL4GHxKkVpg4XanyE+H5A72ya2qJm428JqamZuinLbA79GYlpz+c2K0kaTzAmLzEmL0s6A8loTP6GIv5jsejtD2juaZC+ELK8Ty8jYIyG1lSGdnGZ+j0182uDSW6PM3BAlPiuhy6musKExorHaULzeozXkk7ksVgylYfiZDoanyZ8OiD6dolUw6H/FY3mTZtPn7peDaULxy3/8KZKT4g1kd4XqfxnFbItdwEspnFmb2JImvhRACKmrildA3wMvd4gvhkSXNL/wy99k8i6T0m6f+gYXoyNYs0tvkR0qMSuHuJdUrOlfIjETUtroUFlpXaFJoSFxKCa+4ImQRr9BeQOkpkKhiryvRHG7QBS0KZtu/HGxjnhJ8bSipPps3FMXaH9EYZdMlK+YfEvI9M0Rhr9mk5gWclJ0Oej68yxpTX4+JxXLsz5mWxR/kZJElQURidKKXIxiFy0JPy/rK4KJhd1SpS7sil5ZQ25avra8PeDa1x/jCxu+TLtX0epRWOdjdNIG9RGBBGTOi4e23feakV0RPxUh/5xDs0+8t1YTtv3J/cy83WX1w20RQw1I50dp+ftUKMKjxLTG29YgejKGl5COgJjzFcPPuNhLFokZQRvWVoZ0MibxaZPQ0SxelcDNBcRKIT37jSsINLsq+8Jb//5XiC5qLrw3wuz1DiR9en/uMta7Fqhv6xApB/QeCamtDvj0V95N4bEoQfdzVgEYvmTpltcZzJfSZMZ9CT2/CEvbHHqOaeaudegUNJlzitJWTWoc4hMmq78WUlktft52r6a4zSAyb3Hq5x6gejZHYt7vEp4kOWnmZou+W2aEUeuIwb45IHtCdElhNIVc45Rh7jpITmsiVSE5dQoyE174WAuzDf2veqhAulylbRrz+zmCCD+G0G+2aD3Whwo1ZluRvhRg37vI+BulknJmbBrDUkjYdUi8EsNsK3qPepgteO+dL1BZbTD4nATL165pEXvPHJmLHqq/Q3VdIIr7VyNEKiH+83lSk+GVvz8x79P3jM3QzVO0trYwJmIsXhNS2iZeW/ZniJQUZlOeS7uq6HneZuBFdaXKbfdoIiWD7BmJuLOPJggicOz3d5Ca9IkuStBCY0j8w14Chp5t4FSkAi5tMSkcMJm4O0r8QIyZA4Pk9zkEA0KWG/u+CI6qXXqWCkUk2XNYfMB2RfzVP+31T/7g1CbUiglWf/PnyL4oVVvmjICRe/abDDxik74copW8AYkZTXWVQbug6HxxgFavGOSbQyFGIC2PdkGMtk5VZnSmC9y3SOTFFNqQ2Up1fUhiCrx8QOKytGsbB3to9Uura/76kOxFn8p6ae+EFpS3+tgNzcX3yEwiuiAV3WuWA4DMOais14SWYtMnT7DyF85QOK6ZPdUngomyKBlPffIBWn2ayEgd93SayJJItQdfEK9TZFmztN1gaUeM4g0u5miT8nqZealQfqYV3xc5t+FpOgUwUtIa3v2uYzhVzdI1AZW3Nsj/KMbCHll4pV0hC1fZWE2BiNtXLXc3a4P22g5+HEbeeJn0uFQ0TllR3ezhzNqYaY/QkgBmrWBhT4TQVixvMGkXpM1VXWERXTLIngtpjLym0tWUN0lby3wxw+Q9oA25CGkFbiGgsham3u5jpD1K5/L0HvUxO5rKGgc3JbOge+IX0Y5AB8yyhZsLiN+xcCWHdemqkPqopnVNg6WvjxIphzgVaXGvunoSkIuXU5UbaGArGiOaxIxkKXb6fdrP9sgzsqAJBjoUt5rUR2Xxq1D+ntlbpA3Z/8UonbymvqdFbFFaoZnDDrnTImZqFwS/qEJ5PurDEkNV3GISWjB/jU1xT3iliu9kJYHESwvwIbok+MHGCEJuygUkJxTJs86V/wekqv0Xn/g2yjVoBTbv+e1fI4h2fZcXwWrL8xRbEnGWXZeYq+SkWAJCG179vQdl5mSGVHZ1RPx1OcqF90ToOazJbSgRRGXDe8MnnsOpCL4SIP5iAqsNPcd9qmvkAhKf0TQGbIKRNlopmn2KwlHF7G0hqYkQlXMhBLtiYnbkwhApd1WbWfl98ycleL7/BUXmfEjsTIT/vPKbtH7Yj1G0mbvOYvqeEO2IMt5LCpO4OSBh9fv+6LMoV5E7E5LYH6fZa4rH0BGUXm3EoO+AL6rooiZ7WubNPcc9SpsiaBuK20Rt78dg8CWPLX9xP3bNYGmbTSerKZxwqayBoWd8pg8OUtoR0slq3HxIe0jWkB+H9EU5hCNlmSVXVylm7vExXOjsEnhAcCZFZZPP0jYbu6qorwhJXjYob5QwALTMBA1PkpMaI9Aa9ulkDWr7e4lNW9g1ISmhhO9rNTXJGSFlLW2zMQL44WdvBAXVVSbVUYvU/hjTJ/tBQf93IuSPGcRm5HNxkwZuRtPsM2hsl3SUiXtFkbv80DBD33RQqxrkjgreLnTEEuimIbok6y1a1JiuxAFmz0JtiytgiqRYtACstjxb9UGTTtbEbENkxzK9Rz1yZwJWfGeJ4m+0SCwEuPmAwrFAlOhpTXNPk+iSou+lZSIXonQKmvJai+p1LeJzcgF3sxovoZm7w8f0IHNe4il/2uuf/MFpdMAs2QJqrmrOv/9BIWWYonpr9hlES5LQEC1qmgOy4UaL0uYKHaHVJKZlbocT0ljj4a5r4abE56MNmLzQK+isVQHtvGLttimCqCLW08RqS6JEuKGOl5QbSeGQyfJai0xXLJJ/zxS5I6b4EQsB7auawlyc0xSOC0wAhMxfOCKq2WNf2crLL28guuQx8JIcvmFEkiau+g/3MfhiSKscxako0peExlIbtqisheUbOxiBMC97nnOIvpgkWlJkDjvSgg7ATZkMPSOKyvaA8GadKhz+2220euS2F388yfImcJblRu8UhYvqJTW9h0Jqc3KZqO5uEz8dodUfMlXJMP4u2cRCGxIXbArHNalki+JWUyDSe5u4GU1ltQT5OhVYutklc8HFqQptJntabrylXaF4/0ZkTlw4aBJGwEvJhhmbsgiSIcPftomcjpE+b1Da2I0pmvRZuMXDzYbc9sVfIz5p4qVB93VIXTRZPNsjSLNrl0ldMklOKCIHEkQqmulbTLy3L9MY1lQ//+MMghs/9QqRkiTo2A1FbaUQntKnRB2dPS3RbcZChNRlzYabLgkYfzHEqUHissS2FbfY5E5J6zQ+J2g5gPIGg2hJDhBtw+SdBid+4QHSl0P8VEhsUZO5IPYRZ0kScKyGKJj9TEB9jUdiWgD8dsXEHfRkAxpqCNzhJ1jNIJ//V379jfS/DJcfWE95I+g1Ddo9smGV15mUN0uckjZFLbywy2DpKoEBrPxWkS1/fj/VDT7WTITIRITaalCB4jOv+wqr/sUZon+To5PTeNmAh795Eze9+yBGR1E4WiU5G2A1NYs7LYafCdHXVQiiIlyLJVw6OUEGljdA34smzV6D1MsxVKiJLAvQobTbp7ijexDPaQxfsXR3u5tIYsjsrgav/4dfpTGsiSwZjDzVoe9ZC2dRWoiH/t0D1EZNOr0BpgcbvnAfkaJ5ZZyQnPExW9380GXpDE3eI6kqKtQsbxULzMS9BvHFrn1srE3l7gbpi1D9+QqRZU1iRuOmNVffdJqJeywiZcXSdrmMps6bDO4LCGIh6dMyl1e+XLr9pKb1jjKxJSFCWYu2VK0vi1YjNq/o3WfS7gmJ7Vimbz/0vXmS0R/5Ul16Wub4KwJiFyKYTUVk3sKuiwDICOjaSrRwiEuK4tUBKtC0V7jkT0loQv2WJu0hj/pKn8pWj3aP8Ip/588/T2hBaWdIa1hm9H5CCWBkKiQSk5bA6COaTkbhpRXldSbmsSR2U1PeLLqN6phJbF54sJlz3QthSgqMTlZhLsul0moIuD5SC0lOh6Quyd4efKBIpwCFBxJUVtlUV5o0V2VYvixw9vwRk8agif2RedLnDXp+KAlP03fmaY+5QjobD7AvRTFc3RUVKoLBDvELDs23VaiPiBD0p55L//tH2//ZV5Ds3qyHBJG35omPUtniE1kwSUwa1FaGjL8/JFIVxWRjLCAxoyld5VNdaeJ1///UeBeA8KpD+pRN9GSMSAWssQYAQ08pWmtc8OUwOjfdh13XuJdSNG5owM3L+PNxrKaifFNbZlxet8wPYPqpUaHaxBR9L5ioyzFaA5qDv/Ug1RXWlWFz4KjuwhBvngoUud8dp/YzFdy05PdlLwh/0XRD0se6vSXd9R/1CSXjwzv20e73uf76kxR3aP7ml/4LWoG6o0Qnq7HqYgwvrzVp98DwY4qw6Ai/1hADcnTOIn+yjZ/zcWrQuq5O72GpUMNUQHGzycCzBl5Gs/ZzAc3BEKupqE+lSR+Vn8uPayIlefg6r+aJLsLy9hAmhDvaLmjclAG3LTP6bZPFnRGJpzKlDdvuUeSOGeTO+vQcDyjtkLiw2o4O6QviZ7Oa0h6Lllz8uJi6G6s8VAilTTYr/0ERmzOIzUtFphVs+HST6laX3ldg5EmPzoksfkzaao2tHerDhoCu/zSB1VTM3yCfT3NTh1c+vZsgqqhv7kgc22VRPXspQAndJXtKMfK0Lx2R3x/FqWqW1xlUdrhYLZnNNre1SH10mt7nbEpbFKmJgE5eKu+5OyQkOogK9mvzg/dT2qKIzgnybOlNbUa+ZZI5L9VgZFlfUfP27LOILodoOQ8YeMIijGjsF9I0R31pM9+0cGUNxRcCJl4Pv/97f8nSLrArisTzSVb+sE15nUHsxiUiSyZuSpGcCQXQMeJSOGyAgql7CiSnBEOXOQvZsyHpCxLt9asvv4uj39vE0jZRJPa+bNJa4fLISzsYuWWSy2/OAKLqjS5p2hmTxLfTlLd36TLfSOHHIXNRvLNLOzWJOfGYtvoUuTM+5Q2gPIM1D8nts5OVaEE1G6UxKokhmUui+IyurqGQC9n8nihWR2O6isoaWP/F++jkNZElE6spXs3+Vz0JnZ6V3Mt2n3B3vbSmuENj1SSZ41/8X98gNmtQW+/Tu99g5o6ATj7kzvWnGfrbCLVV0H6xB7PT5bRG4di3NhFdEC9nuzfklU9+Brupmb7VoPdl84o1LojBwDMGVl1Rr8awWgEjT/n46UAU+Q1NJ6swXE1pKxI793ieTtZg9rFRmv029VGDhb2C1kxMmMKGHgzoDLtUVhsirJmTi4jZkX0qNR6SPWqxsNvAmbGZvEf0C5GDCWKTNrmjJolL9pWxzEcf/ThztwbEpkxWfsvHee88lfUBiXkRdnkTIhhc2G1R3hJiV7XMfrMhga1InzUonPBwatKCnr3exG5KIRLacnkyXIjNG7R7ZZ/62AcfwU0azNzr8dy//QxOVeP9sJfc6ZDFnQ7xhZDaeo/asEV0zqSTkSNNBRr9uT46edE0oKUdGxuXbszSDpPYgiQAqUBROOkROxOlvblFfT6J3RDB4k97/ZM/OI22mLfj8/Kh556NkjlhES1Ba1Cje1xSB6Ii6hiS9qKbUqz9Ow+7Lhu6HxeRSmrax/Q0sYWw26aF3LcTdHKKxXe0MJyAi+/6LGRdsi8JfMAIIHIogX4hR/a0orHSJ5ZwSU5o4guhmPT7pTVndqBzc43SNhh8MWDgZZ+1X/0UgaPInZLfpzFoYLqhVHVvW8ZqwYEzK2mdztJ7WD7gxoBNtCTcVT8uh5ybFotMe0WH1q4mX/3+LfTsNzn511sYeBFMJG2kcfLHIdPNAUXP7TO461qElsJZNlEaKle3Kb21CQrqoxGsskVlu0tsX5LyWgEGpHrrZC6GeHFF7gSc+4iDUxYmaWLcpL6yi9c6EBI6YtAOt9Xo5GHoaeh/NaTVI7PQ0IboN7MUNwv5RHefOruuKRwTU35txGTqDQGRBVOqkVBmGIWTrrSvjnuM3xPFdBW5wybxy7bwcyMI+7IbXG62VFdskWfwceGNztwgUvvMhRB/TZvI5QgqgNHHGszcGJGIqO5r6PsWC3sMOjnI7XeI7yqifMmxDG0IHU1zKKR0lY/yhUIzc5NFJyeipdwrNvH5gOKegJ7HolyaL9DJiUCj2WcS2pIMY1YstCHvbadHE26rEZ8RGbyXUESiHpGiix+H3JkW1TXiQS680sWJpYUEFJ8WfyAFoTGN/EgCEBYuFq78Tl5c3vCPPvtR3nb7ywzua9Pq01RXRDn1cw9QOpcX68mQxO61ehWrRxeJVEN6DgvQQzydmmglZGmXqIgbW9oMfsshNRHS7vel+igHDDxpMfw0LHx/FG1ppl8vmMLyRgEJLN/bJDJvoa6uEPv4DCqA2qiBH5VDobLaoD0oHtzKKovX3/YqiQmThT1JQNpq8WmT224+Su6EXGC1Ae2dTZqTKT7xxh+RnvRpjAWYrjBhE9OQ2V6k76AEZ/sxiM9rKittQltRe28Vp6ZJTBn07Zonf1JTOCwh30rD7z/wPrQBq78RUFmjuPSmv2LgJXjmkZ1UV1j4KRHUVVfB0t1tXn/bq4QOFE5IyobZUdz7C78oDNeqzHkbg/K5RBc15fUGyWmNPRFhfk+E6phFYqBB34E6yXfNXrlomh0JpWgOaeorREQEUkn2vGoQWwix6hBZhvhQHQz5s/J2AaDIupP/pz4qF6MVj7alDR8IMSmyLF5WNyvP49L1PqGjMBsmI48YkhCUs1g41E98xqTZJ63ZgZdk42kP+sSnTKw2VFabpC4aeElFfaVmeb1NYCtypzV2TaLlGsNKaGxzmvrVLawWpM+Lyvdb//4uGoOKke9ZXPO5X6G6BqprQpY3dOfLOYXRMqmugfZAwOLegOWtEnBtNQJhf2dE8exUpfIObeisatPJSBGSPRcy/iaDTj4kFnexyiaNYeEj/9Rz6f/FWfb/6Usr8fmkJj0sKQ4xPDlgvB6P9KtRmdGUNOkLmjV/7+KlYOamOLElaafYdQlS9aPy69ZWGAw8U8JqykFmNSCcjtP//Qg7P30/vY+LonN5Z0BiSuHctERsQYbO/c8ZWE9lWN6iafYb5E9KckvfPVP0v9KhvSgqvsagycIum/iMQbtH4zTkQ0hNBMxd7eBmoXFKZqGRGVtMwZuMK7Ou0IT25lY3jkpR2RwITPpYBMOQ23m7oDB8Cfj+yGd+mdoKQXkFMZGaBzFN+XtD9P0gwtLbmjz+0T+kPmyQ3RfBcXzYWgOg71XNwJMW8QX5GYvXerTOZFnaKYSe5qASb2ZPQGvUp77GJzov72XjQxXMthiZ7VfEIzd7o2Jpm4m2ReKdmvB4+Q8eJHHjItGiFj/VOp/SNs3CbuGttnsUvc9K4K4KgI4opItbJLuztEGM/s6ypH30HpXcQjRU1ofE5yW8OTGj6fT7lHbKof+Xn/gL7AYMvhRSfU8NZiNEFyQNJ/9Hk0SLUB/RRLqKQBVIWICf1GL7eaRA+SoXuwF+IiQxZRApGvzuLd/C+vV5UhMaw1UM3zWBm9YEMcXiLoPYpEV5PfR/W2LG4nMhKtB42ZDaarBrwuxEyfdN/yBJEJWLWueGGuqlDEs74rgpRWV1jPRFuRDWVgsusD4mFqnq7g5eUpN7OkpzLGD6Lb7g0qbNK2vIaQjKcdvqab7/neu48H6DwjXzeHFY9d1PsvbrTWkNj7jEFiVSr/TwCPVB2RSLu+VQsFqa6dtk3h0panofjzBzu7RKDVeEZaWNFnO3+zR7DAFMvOhjLdn07w94x00vc/bDD5J4LsGd9x6k93MxFn40QnMwJHRgxQfOE9pyQUyOVIkW4ar3HuOFv9xD5mKAf0f5yp6QP+Vz6K+3UxuT6MDf/Q+fJ/VsDMODB56/g8XtFvFpk+lbDYyWiLWCHxSoDZtiG8uLNSdz0cNNKupLCayWJnXPHDPzWZkpRuXgNlsSyOxm5XmNzcPmB++nuMUgc16q6XfufYXkTICXC6EY4Ydnt2DXhI06+GKH1EWYerNPZZWov82OvqKqdeqaoec6An0IRW1sNzT+8TSlTQnC/9qHChCblYb0ecmltOqKD7/3MZoDIrSJ/swclbc2yIx7tPPQajrYc0LnSVy0sZoC/YjPhzRubOBmpAU9fk+UyJLiV+/4Ib0HRfMRK4b8zM88QW2lJnnGZuN7TmPXFfPXGFgdyfV9TWn7Wlbq9F2yf1gVk+aQ2NDavZrmkMxS+14Jr3S8lt7QxmzB0nYTuy5jqsWbPcypKI0hTfaix9CzIVN3/thrbLZh7JEWkZLBiu9X8BICWckdV933w8CqmWTOmMQWNeW1jlSocYXbL63+5IRoWHIvCOHJS2iKWxX5w2KVSj2UwmpL+9lq/zNu1QIs/1ydyTttosvSsvDSYhCOjTvE50Mq6zRLV4eU7m2hQml/CbLKZPAlH7Ot8W6tUBszSL5rllZ/yPhb8zSHRB1b3uOSHDeorDZ+fAg0ZKblx8B/vEdUa03Fwt0uKPE01tYFGL4gzmpfHqayyqFwyCSwobjXI7IsG7Gf0lfyHqsrTIKotFRyJ0XmPfpEGy+l6Qx4REsyizB8sLtSev/eMlahRaQsMnp1PiG4qNM+hi8Yvns+9iKZ8yHlTdD7irQ47aoIPUpbFYnnktz+lV+TVI4OWI9liTybotkr86G5uzya/QbhtRUKL9lkzwgEueegkG2wNNEZk/i4xYrvaYKuaLNyOQtaop5UKEP8MCHB4z1HAkIbKqtt1j/zYRYnc5jvXKSyziB3TCwjANXVkJrQxIrCkqxuCMgfNvHSIU5ZUx9V1Nb7Vyrp3PMR6oOWVGPnAlCaxV0GjWGZPaZP2iQumZjvXORTRz5A//4283sM1EsZtAnZix5uT8Arl1aw7n1nWPNQjYH9Mp8przGp3NgW9mq/xn7DIrkDNtFFoRfV1gZkLob84Rfezflzg2JxOhlwfqaXoee9K0G6nUKIN+LSSSvqK8Qr2e4ReEDP4ZD+/R5+TOPFwepps7hXZkbVtSHOvhRmWzav1zxmKqCroJWoJLOt5Hc9GMHYWJf3P+OSPBrBiyv6D7hX1o8KRD0+VcnwzMf/iOQZh+gf5ghtRfqMxdkPRylvMFBtk1ZvNytWyw3damv6nzdY3BvSGDJIXTTpPdikMSzB4cOPCxC9cEjmVI0xH7NiXbmAzHzA5Y/e9nc8++Bf8sjXrmPVoz9LGIEDn9nF7PUO+ZM+2TOKj/zMo5z94ToaQxqUFq/0subIl7aSueiSmGhSn5WKs3Bc2nyEksQxc4vi0/d/mPpKGHxRE1kwyZ4P8RIaZ9kgtiAVR+Aoeg+38OOKG247TrugKa+zUSGYcZ+p14cs7e9n/Z8JqKCTU1Q2+d3INkXhqDz3PUebxGdFc9AuSFDzUw9ei5swiE2b9O+D6JE42a416uL7FPV76kQvRbCa8MZffAa7KeQmECHc4q4IO99yEqciaR+lLUrSi0IpFJLTIZOvl71JqEsyB3/oM3cSOAJ+977UT+LRJDM3WJgdCGs273798yRm5Oeujyi8vBCAYvsTKF/i06yGor7B428//UZUoCVBajngoQdux2pJx27/uVVElruJTevNK2Ht7bzkzFpNTWxCAAy5U0LdsWsaoyNK83avorJG4vtyZ13UZIzGaEjvIZ/WgGhThoZKRBcV3oDH0laH2etN4lMW+dMB5fXQc9Rl7vo4kWVojCWJLQiUPXBEM5K+KAd5/9vHhfxVFUFYrBgy/KjBwEuQmgow26L8NrrUoNcwmV5KRii5UyH1tT7zV/8zFgeZLgQv5YgtiJilORSSmA4JoprWCpfFt7SJFA3MpgGTMcprY3hpqTRbGzos7LKl1feFBE5ZMz7ZQ/6oLPr4tGL+bo/4OQc/zpWw1dqobAJWS5OYEeapm1UMvNxh5d8p9n7gEF5K6CBeXJBoXrxrKl8hiSHJ0w6VzQGRskbn3CuxVc3hELcQ0Br2aQ4oSrt9yqujxKcN0qdtEnMB9bUe0SUt9pntLuHzOQa/HCW+GJA728Guy02uvNbCTSmy51y+99D1eEl5GOqjEglm16Vd68c1kUpIdFHmuKYrkOPDv/GAzCcUFF5wSE0GOE9laPVKyya2oIgv+DLLbYqX9tq3HKXvNy4SKcvn07cfaquhf5+08yIljWob2FVNJ2OwfH1Hgm8PJFj9DwH1Z/qw6lDeIupCuwYrv9eiPqzo3F/CakPvy5J8oHxF6Y42qcsao22AFmXd8naxAgm1yCB1wWT0iW5KwoJBcla4so0n+whDRWljhPxJEWw4ywaX36VJXDKJH41x+uENhBGL6pjsYnZdY05FqW5z8de0qb/US2W9XGZaYx637T5B4Ch6jntkj1tU1iNK4uMxxl9vSaZgIKZ6a9a5ksKw4+PHMDzJDyxuE9Vl+oLM8ayTCVSoaBegcEgxsK9B8/oGtTGDZr/GbkrYs/sOAQCoAPoO+pgtRWoqwDiYwvAU6RdjOBVppy5c5VxZQ1OvDxnY1yH/mQR7H/1FIiXN0rYI8YWQ6jYXq2ISOJrcUcnZDCLC8a2uFstKaYsi1mUtuxkYf2PsihJ46h5RJceKAW4GNv35MmZTkZgPqI8qxv7S5Lf+6kOs+uHHReBxLCJr72dncKow9R6Z5z/x0etZfe9FEVBpdWXEEitqqisczn0wTuGA/AyxpYC+HfOCoctp+l6G+d0OQVSzcJUANjoZhZcNiXZB+PmT0nKeuTGGNmD/d7aRuiwbbrQckn06SvqkTWfQ58K70yRnBOmWO2aSviwZltWVBmYLiltjFK/xqa2S9n3rjjrF3QH5D0+QuRiy4ZdO0NrWojZiiUf0iEP6h0ni8xo3C9/+3K3M3yBKX+jCC0yY+Z21dPKa0japjAYel/Dq+pDF8iZF7rDFwL6ASEmqqMXdsr6Tk5rcWU8QkGPiz735nQdJn7X46uFrqKyD6CIEmxooT6EH2+JpdmHlt0Le9e5nSJ2yWdwb0s5JzNbE6yTwuu+ACJX+5dVP0ByQAzx7XtroTl3LobNOhHTxOfl9amPSbi9d7RNb7AZ1OKLudtOKhV0OTlkRGWrQ7DFJXZS91/9qP/WVAYM/koIlMSW/2+z14jlduMq54m+evlOej/qgiLv8uGb55jaRomLiyRXy/WsB0ZImPu9SHTOZvxZmbhR3QmNrh5HrpvEyIa1Rj74DIspMnnKwPjbP6rVz9B76Z1xx+gkp1SXYVYk5ttNNaL/gEDsQJ7YgYhiroVi8yUPlZTa05gsh+TMBxe2KRr9EU8XPOzRGFYUTQsCInY0QW9Q01rmykY34RIviISztDFi4x6XvUIvAgSBqMvGxgJe/vAvlSesqiCqaYzI7jS6LuOfiuz6L0pA7IhzasW+YzN8q0nMVKMb+EWKTFm5Gs+LbULxKqDStPrGp9A6XZT5yDIyKRXNYoOnFTRaX3m3w1vc+R+qSGJmXdwZcfpNNakLz6u8+iDfWkYOyLO2R1oBkii7uhugdi2QOO0Q/NCeqv393H60eg+ZISOlGl7lrRYAQLWpaPVKt1ocsvH6PMCoBv/sf2s65v9+A11VtqlBa1TP3BmTOh1Re3yB3zMDNKExXEzsdpbouIIiB2epWjQZElkycmtg9Pv/Vv6A1EuB9pxerISQVt9cnSIXkn4yyeIfLwAvSvvKyIVZd8Igq6OYvLobMXRNh4CWpBjspIbckZ0L802mxa6QNkpNiI0kVGt1AXhGiLO6K08l15z8NEc+MjhQJajbt/kCM4RlFbNzm7B9uoTkoIIDqakmQqA8buDkhVC1eJwpSp6qxGsIzdTOaI3+1DcOHuWtt0FKldPIKNx/Sc8wnNVIlOakp3tmmujpGX66GU9GkL8HSLoFXqEdyRMqayPYyE28WlWVlpeDv/JRwNks3d1jYbRDuqV5ZQ/aiRXPApv1vyvQ9a5M73yZa0mL9OOHQe0gybGPFkMQ0VK9r8av/5u+JLUBznYvhinVLKwg2NIQ3vKTJXA7IHe4qiLdatAcDzn24h97DIXPXiQCn2edg1zSZIw4v/WeJ7/2VTzyE+8AgjeGQka/b/Obb/oH5a1LM/O0qUaWvalNdLVVBeY1BeZMIejLvmwagOmaxcKQfpyY+4E5G0Vzho7Me0SUx8jcHYfgpMFxpiS5cLRVXalLmX6YrVVJiRmP/3ByVtSJIG35ExEAz1wv+sJNVpCY7zNwo+oDUlORB2ksWAy+HGB0wDqZwFk0uvDpGdZXBmT/ZwsB3HJqDAi15raIq7QrQpqZze5XBZxXLgmPFaspF4dLbDBKTMPxMSGI+JLRlDbX6FIkpyJ/qMH+NSWU9eHdWiCwb4u2NQm3UIrQkVi1w4OCf7qQ+GhI9FyG2KJf7/A9ivPG6gxiGzPkAaiM23/2rW8TesShA99SkJnXepLwR5q8xcaqKz3399ax4tE0nrWgMmN3ZocJNa3KnFEFEOk4giL3WCo/sIRs3Jc+K2ZGLfCcr7dXYoqZdiWB6MrvNnxCU4eCzgpZ0s5rMJZ/KOoF+5E5KVe3HXlPam8KavXuJ+goYeDkgdiKG2YGd956iOeJT+lADN6m4/IYIfhwSEwaRsmLoDeMYSzYXzw8QmzPIHrFp9gj7u7EioPkPAyz9YIRW4Z9xxUmo8FKS+J654BFdkliY0FJ08rpL9ZDZQPZcSPq4w0BPhfb2FsVNUeb3GCQnoPPGCk49pDUkETRL72nS6lX4O+o0hhSJsw5GAKpjUF2rqW3tkJiwiJ6L0uxzaK12UVoT1G3MtqZwMpBqoaFJn7Eo7g6Yuw4w4M3nXkdjJKR8c5vEpMH4mxQrHu6anRcVS1stnK6JO4gaOMsG1Y0CYlYaGi/00uxXGO9bIDlpEJ82sBrS2ul73uKHE5txMzITNOvSgvDfXWT1N3+OniciKF8qhsawon+fKAazpxWVgz2YHY1SmmhJUX99ncwFj4EXNEMDyxSOiMrMj3fVmwfLdPKKoUcEotBc5+InIDQFKA+ysRBC7KJDO28Q3ZckVgqprfPFKlTUpC5ItTp5d0IUokWNl5KqMX0J3vTHv07vy1JROlVZWEbdJD5hsnRNgDMe4YU//RxeXJE5ZbLyu00MD9IXNSNPBtSHDVojAShYeHMbqy034IU94OalXRzEhA3qJRXxf8jInOw4LOyB8lXuFY/g0m7ZiJaeHaT/OalmMxdC1r77LIYP07dCqz+kslEM2q3+bvBtS6Kq8odMkjMBlQ1SoaYvhQSJkNoqyJ+SVq6bD/AT0gJf8UOf+qCJvz8njN75CNHlgOVnBmj2i9LQqRjCX81LrF77RJaBp8R288GPPUq0pHGKJoanSB6NEl1QROwfk4PCiIhPSs8P0MkoShuidHKKsR9IO23xKoXRgZlb5LOPH43xx3/wXoGPzNl0+vwuAi/EOCfK8iCq6KREXJK+BPFZjdFWpC6Lclwb0BoMqY8YLO/yqW4IuPrf3cdf/8Kf8h+/9w7qAyYjT4qf9Q+/8G4+dv8P0JZYTUYetsicl8Dz1E0LFI4KLan61WEAKre0GXpe4N31ManwzZp4ut0sfPR9j6JNmL1Bkb3gig95XOxW8TmPIAL1VZLW46YVc88PC4bQV0y/LiS2JN9TG9IeH78nQmpcYtga/QZ+QkYplVUipBt6sYW/qk32FDRHxM62vN4U+EMChp71cNMaq2wSXVK0luKSAnJZ1llzKKA5EmC0DaJlzdJ2i+lbFc1+xfStBnYNtFI0Bh2S4yJoidjS6nfqUkkXr/UonGiTPyhh4l/4j59BO5r2+jbNfo11UwkvoXjhr/YQLEWw63J4RcthN4EJMtcsUFljUtosqnAvKwr3Vn9ItASL22NkLnuUd3gk5kMyl/0rfmdvrHMFIlJbDdEpG7uhafeJRzQ1EcolZBwS8yHFPQG9z9s0+4UNXNosl5n5awzBRRqaVsHES4lbwmnIgRk6Qj6LXr9EaEH2T1IEMU11pSUFjwNHv7eJzCmL8FCGWClkxSMubjakORTSGPO5/NwKrLEGa/7eJzEbYtc1nbx0Jsh4uGlFzxumiJX+GYuDsDTRzWUMT7Gw28aP0k0/h8S0HJ5OGVprOpTXGQRR6DzUj16MUL+1QWpcWkqx72SoD5tkTku7J/VIkvicJvpikrve/Art3pDlTYJLyx9TmEsOycmQzPXzVNaYKEvAAMmzksAx9bqQTiHAamt6D7cZeMYgjIZ4ScXxwytZ+X2PnkejRMqa6IxFuQtgzp3zyZ2VVofZgcpKk9CB3FCFzCmL+oBJ4YRPe1WH0qt90vLskQSY/EnxXKUfTEsQ820u+WNCE2q+0oOOhJS2a+LzIkZyKtDOGyzukRlb9qwo8qYODLHpnafpzMeZeF/A8nqTuWKG2pji3AcfpL5CPIbz12Ux27C0w6Cy3eNzN3+J1Li+UpmAJICIEk9UysqH2be42Lk2ZkfT6lVw2zLtvARu10dheYtYMHa84RTVVRLvdPMv7SN/skVlrSI5FxCbFzFA34tidt7xR/dTu7tBpBIyeVeC8oYuHislh3Jk0WTqdoNwMUpjSDYbc7AF0QB7TU0uWJ8qE9oyP3LKijf9q6ewawaxS45YaID0WQO7Dv0HPJY3KapbPOavhQt/vx4VQnJclLFrt00Rn9Nkzslm765tsXC1vCcLuyziMwoCRXzBw2wYDOwLcMou0SWptrUBA/tCipsdlq/26H/VJT4rquWZD7h08prseVEm+1F5z72UiL7i04rSW5u0Rjw+/817qN/SIDmhcXMh7R6Nvm0Z69u5Hy+h0QaJSU1nQ4vUVEBlvQS9G57QafInoHx1hzWbZ6itERRceYPI+FUATkn8yZ2Mgbe6LQb7jT6tPmGHmh0o39vAKUmnYXmjCGByxxVWU2PWTKyqQXUNfOyzv4hTVnzu1/6U0mYLFWr6Drl8/nNvYHl7iB9TlDZatPol7mv5QC+L14TYm6ss7ZXLQOxQjKWtFvnjElcWXRaxXG1M6GAPPHsH5oYaw0+FFDdHBA6AiOVmborgJzQDzykWb+hCPCpy6Y5fdKRKSkslFdpInuaSXBSiyyF2Q9NYEWB0FPUVAeUtPuU1UcK2SXmDVG1uRkR7YrtSTN1uE11SJCdkbp49ZlF+e0OQd4CzbGKXDQxXsXA1tHtCUpcMOlc1BDvZET96cZui7wPj9B528Z7qIX0BSltFnRu/4FBeG6G2Qlr5b/n7XwVAt2QE4b6cp7ZKhGWZMyZH/9UDJN4xx/J6sT/5MWg/0oe7s47dkHl89rhBbFGxcfsElY0BzWEJdFj7ZZ/ljQalTRZbbzxPbXVI9sUIy9cLOqjnsKyl5oCS4OoexdxN8t4FjoTMj/6jQFpUAM1hTe6MpnCiQ+Y8pE9bQo7aG/DyO/9YcpeboRQAZ+Rnq5wuUNqqqK50iM0aRJZDmn2K1qBYY4IoOGWojRgsbY1gthRDz4U4RdlPer8Wp7wmIs/yG+p0ChKfGDsVxalpFh4ZoZX/Z1xxmnVF63QWuyZEmtRkiL8Ypb7KJ7Tk8Myf6qCaFkPPd1C+tPqS4wbpJxIsXyW0/OSMhNje8JEDeCnZ0A1f8g6/d3QHfa+AXRPLgB+H7GnBq5WqCRLTGmsmgpvWDOxrUl0jAceRkrAgL71Fqq34pEX2nE9s3mDxF0RA0e4Ri4xTk8VbHbOYeYvcetMXEVVlPCTxhSz1lSFKayorLZInIjgVRfmOFnZFMfykGMaL28SAXd3iUnhW2kFOWXIchx4zRMWbV0zfIRmLjWEZ0B/59QeorlI4FUHmnf3yBlZ8LyD7YgS7CZHjMTBg02fvx64aRHbIPK2+MiRc3SJzzOaXvvgJ2nnFwt5uIC0w/ja5mXeykupR2eLT//0IieeSRLv5lc2zWdo7mpRX2+gNjSuh2ice2sTKH7RYOtXDc3NrmLojTmweltebZC6FGB4sb5ZFQAj+dLx76EH+BKAl4d3w5eDSptgJErPS+o6+miCadLH/b/b+O2rT8yzvRn/XXZ7en+ftdXrR9Blp1KslS7aF5YaxsY0NASNDKPFnQhISAgsCscEhAWSIqQbbuFdJlmT1MtL0GU2vb+9P73e79h/nqzHJwjs7a397fWbt3GtpeTSe0fuU+76u6zzP4/gdL6fInffpPlsgPq/xEgGRkuZ7v30HIOOAwqFVodJGmY/O32TjjXUwGlJVOGlZXBIzAbkTBlcOj1DdCO2C0H/ix6IEkYDAUjjZgMScj3IVpU1hwmXF8i6L6fviQs2Z19TWBSzvliobx2DmTpvm7jZ9R3yYiBGqypwdIBjuMHe7QK65r0Q3D1yME52ySU5oks/Eqa+F0e95uHkP/zVBvr1xOUsxsRgdjFLZYJK+oMicspj4cU31PXWW7nKwlkNU2lHyx8xVMYlg/PKnNeGiovdom2gpwJiL0HPCIbxkkr3g4cYl0zX7aJxuPiC6pCm87ku7PaOoj0FiwiAIadx0QHOTw5lfeISHT/2kzLibUFlr0ylIe7CbEbtJ7oyH8gxSV2Qzas0kwNar3xf0H+xyz79+meaAgReWkPHAFMFdbNrCfjFFY3AVSJJW1DZ5OGnNDfedQpuwuB/skkVtvSzoblysHqnpVYbsmta10HSrLWMUbzVBJz4hqs3cSQOja5D7yWmsoi1wjbKk0SRmJC+3viYgNi+jg3BVeLd2U2O/mqRTkPdjdiF9SYSCgy8G9B+ASEkTORwnddkgWpSc39RVmPnOuMyvFWz+mbOEN1UxHGgNy0HGcIU+Fp1XjG5cJDZp4fW4uAlNfEqsS9GVgE1/9TD1bw/QGvHIne0SrogILf5iQvJ3axKk0VjjMxCtMfyUZvB5qTAX90XxQ8KdvfDYBsJFQ8Ze50QxWB81+dsP/1esNrzzPS/iJjSpC6LHcNLQf0BT2mIRqio6NzSIzSuKb+ngJsxr2L70WZPkZYs7/+QTxOY1rR6T5bd1iBYDnEwAStN7OKCyUVrAtXGD6LImdVEOLZGixklBY6tDY02Al9Q0Bk0iRUV7SIqF4Q9dYf6ugNzX4oRLBv0/NkXmckB9FJLTAfW1/4wrziAEVkdROOlR2aRZ2anIvW5AWEgnbhzaPTbr/77D/C2rieslTXMoYP2HzzM4UsQPwzN/8xfYdcVLn9t7jaW6eIsmd0oRPx+iNm4QhGRIP/6+S7gpRfPVAsnvx2kOyukXQzN3W0wwTRo6Ay6hmoJCl/rNkpQxf7MkBphPZonPSnvB3diiPr6Kjmpqsi+JFDr+k3PYdY1dNyheZxIuSjupe0ud/FmXdn/AK7f9KUEYKutNmv0G/a8FrPuaQ+p0CC8ivtL8KYF0L9wiHr7WOofeAybZs4KTUgHc8is/T/ryquH6liqdvKK8KUR1syTcO1lN5mKAsbNKqAaNK2k+/Yk/J31eYV6K0hqUAGdtQrhoUl8j7yf/msXND50gXIb0aRsV8UWd3BWcXt8hMcsHyxES8z7+TAyjq0hO+6SveCzvjhEUHNxv9giS7+Y2nR0tumkxfqs1Tbp9Hu0BzeiTPm7eo/d4m8awonDSx2ooFm/VhM9GCVWkdRhd8amtCyQi7nQSPyw4v05eU94K+eMGblwxe19At9+VmKoeeT+DL2iSMxLG/aEdr2HXDHInFde95TyJaYlxclOifNTD7VVEn9yrsWkBi0cXDAJzdRGrixIyOaVJTGkaa3y0AZmzCrOjCO6skLxgkZyEwa+H6KRNCsf16oMvm3DkdJTEVQM3CfbXs9fIOSoAu6Up39oluqCorrWJzNnYDXjT77947Rka+46P964S6QmPxlqP2nrZCMIzNu2ZJPZiiMEXfIwv5zn8W58BDdEFA8MR7Fhj3Gfuliipn5vGaoi4Iz4jQgsnKQjKVr8id0qtekzlPrZaMpt1E6IC7n9ZnrX1X/h5qvUYye1ioA1smc3Vd3d4+P2PEl5RrGwXQ3u7TxFYmvi0yZY1c4C06MsbQ7zya/sJlzShhlS9gQ2NIUWkqMlc9kjMSZu+tsEjc8qicEwx9dub8COa4WcDeg8F2DUDPyQH3EhRFtdb33oC42KM6JxJ/rTAGBJTsHKTR+n2Lm5S+MzdnKL/ADQ/M0TutBzwzI6mtl4OUFZb42e9a/Fp3bQcap2kjHgSU/L9RIpyX3YKiuq4JXFncQTA7mkW3ungRzVeVDaeNywrh57dQuwbabp5yJ2QuWPmYkDPCY/GvjbzhwZEMVySSMRIWeAW3YzkcjZvbRJZsLj6bpPockBrjYvyBbreGpSKOzpr8syZzRJ7t10OOLmzLmZHDqzRJYFFNIeMa8+B8uDDf/HLqHtKPP3JWzA8JWD5Pk17U5f5hxxhBXfBtoUNqYyA8iYLPyTq1k4v1wSOsWXxsVsXYyzsl9FVENXMvkmTf13arLEFTfu+uuRrdqF8jwRYoyE83CCIBGTPy2uIT5k017lc/u46Cq+ZlLZKIsvSN0bpZBWRoqzvdv2fccVpx106gy4zd0srw2pJ+G3+ZZvmEKQmBH5e2hbDi4m/s3NPndQlxelvbcb7Qh9+RHPLL3+U3Hmf+FsXSE7C67/yCIkrJit7AhIzAT3HHeIzEt117okNxBYDYvMikvGjkLhgE14RpVk3K4Z4o2mSuhoQuhTFtHwMR/L4nIzI+f2wnJ7jr8VQq4BqLyaG7fxJjf6jXqENxTWF2+ZJTgVYbY07E2dlm83wMz5v/7WPo1xJN69uc1nebXDpQyZ2TQg6uWMmyzstSrsC4tMSFVborwk1aKMID+LTivImg9I2YXWGnk7TLQTUNvoEUZ/MJR8vKx4z92KK5u42uVOKjzz5L/DiCndtBzcl8VvNUZ9QBdxVHFVtPTx/ZT2dHpHN29MhPvkzf0Vi1qO6VlTHrTc1GHhJM/c2D8NR9JzwmLtTFszoiqiWm29qEClqgoZN9qkovi0IvuRTcXoOmFjr63RyJlcf/CyTD0RQgYTfWvvLxCdMcud8uj0+zW0dVnbY6LxDbS1k9i+KF7jo0Xs0IDGhWLnJoznmo9om2eMW8TuXaA2tetBaAc1+i+xpxZf/4U66fR5eDE4v9lMfVzjXN+gUNMV9Pv1fE2FZ7foOjV0dMXAPr+Lj1huEV8SL2tzgUHuwQW0d5I4baEvmOYlpTeTbaby4tPVKm0w6eUWo7otH1wXDk0rIv6MqIpAxWQB7jnm0N3ckI/RAGKslc93ew3KI+ocv3H3tGfLiJuq7ORZuMLEqJqF1NSLLim6/R/64IjEJK9stqusUu37vY4RrAgiJlFczJi+Zcij89pjMNCcCSns9rDZ85uN/TP6UdHNqa0X17qQVyamA+phs7J2+gNicYmWHYOy2Xj9B4dEI/lMFDE9jNzTpUza5F8J87g/eQqQkKslge53UREBsUdEaClj48hggLT7DgeVdIZSG0X99gdpawSL2HnNJznrMvd+hXTBprnXJHxV6VmNY0HdmW+HGDOrD0k0I1TTdjKZ0n7RRnj67mfgMtAd9KutlTt8pKOyShfYMwkVFeTPE71zCbvp4YUWoLl7UdR+6QPaM4k2/8jLtXoOhwRLKh/wZD6uzusgvB2LkXy/PkOGyCgoRZXryirQ5G2t8+X6fjVA4okhf9QiXwIuIPgItAp3UFU18Qdis8TmXlQ83MeYiRBeVCOA2VLA6EKoH1wLYvagmfCQu3bAVk8o7m+SOWNTXQmxOMfSCVJe58z7hGZvSdUIBi88qSpvFbz37Y/KeEpPy/1U3yjMUrmpMF5J/nWJpnzBpY5dCZM9C9EKYLSMLNIeFfJX/u7hUui8l6BRERDV61yRmW0KsO3loDpiYjsbJiDNA+RC/arJ/+6UfRO+NKvzzSZqDitquLpuHFujmoecFm8Lfx4hOW0zdFxIRaUvWczepaYwKzjR1WWG25bDa3t9k7q6AUOWH70s/8hun07aJzNgkJg2yZ+XkHq54VLZqMhckTqq4Q/w6sTlFY6tD6IWUCFwCWWhic4pwVRByK4f6aN/dYMcffoxwWaPjPrW1Bk5a0go6GQO1pyobWEIJ6mwJbnjXSTp9AX4Yhp9ukb4Y0H9As/hmF3NnlfRjcYLraxi+bHKVLQHNNzfETB/jWmvTD8vJcmWnorzeJjGjyZ5W1L47wPL9XaobDCLLBs0xj9k7LEpbFf6OBsWtFqnTNtElhWpYxBd97KwkU0SXJS2m8LqD6SjCf7MKViiJraSbFzpJYGuW9hoYvqbvVbDLBj2vWJiuJttXw9xfJrqoyH8/gvnuZca/pUX483pUgmxjAdF5E7shczGA8IrCrYbp9vhopcid1fzbP/5pph4wUD50MwbBhQT1UZPohTADr/gs7jOJzpk4CYOlvYro2Qjx7yfoZiXpoJtdPa3HZDEu7tL0/lWUZr/B7t/92LXPtLrLodmMSJTcXbDh7x0KT4eJLmpUMcT+28/S7IZwU5LBWh0XQU1k1kZHfQZelkzK0oketCmLmPWJBUrbNOGaoNdik5bYehbjxOc0oUMJklcgfUZQZeFqgD0dJnwpci3dxq6LICd9NaC4K8CMenRWohT2LtIYUVS2SdBAN6OwuhK0HlsJrsHoSz/XoNPn8x8+9veMPdrB8KB7MYUfFpj3ynaT8kaL3Ath2vfW6Xn3NG5KEd+/QrPPxHtXCf2PaGHljSa1O9sSHVVWRB9PYXU0ucOW+DGVwt3RFGpRAio/0aC2IeAt/+45wmVo92jsvWUKb5tBG7JoR2dsDEfxS7/9iyzcaAugocdj+Fmf2hYXL6rIn5JM1iAcUN3qE59V+GHFpSfXUtkoAeMrO5Wk9SzJAbi4L6C0XZM7oyl8KcbSj3VojGrS5xTlXdJ+NttS2RpdyWW9+GdbiC0Y5M76lDfZzH+oS+E7EVF1z9jc8fBr5E+LeOyjH3qUcFmxcLOIxVJXApavD0hOws1rrnDkNz/D0LfkHgyVJLtSG9Jp8ZIBsYsh/CjCVf1uL/M3WnTyBrPvcFE+nHx6E2YHvvnVWznxiUcw/7SANqG83iJ4RxEn5xMue+ROQWRZll9tiD0rsCFzKaB6pywW9994gtiCVIitfsXSbvEud3skRiuyonATEngxf5NoNybfYsORNGZH0RwUOo9/IIsKYOYeg8SMQ6i26iE1ILqgcUe7uFNxlCfpINHlgNk7LAonBUCQPSfPe89RUSibd5Toru2gOyYrO6RaT0wpkhOrUJQBRagi7VUdlsq18LrH8j5NfFYzVcmQOSejt9k7DNJ3LdApSJs9Pq9Z/NoYkRVN5owEBRSOtzAc6DksbdggBI0tDtN/tEHU/3XBciavyLw692qI8p+OEi7KZzv9Y9I2T18UZW79pja58x6py5A9J57V+m1tSaHp0RgX4kTnJALwh10/8hunCgV0e3wyVzyag4qVezu0Cza51xWdrIHVElC7HxJ/T/pYiJ5jbWJLIpSIzWk6BZi83yK6rBl41aPn76OYbWm1RKZDIq1OrrY1fUh+PUlpi4mbEIhxbWPAq9/eQe6E8EsrG6KUtyoawyaZV0NYz6UxPI17SU48xS0WsTkTTiXp5BSdnkASCJA2spuU2LP6Bp/6uCwmnYLEWYXKMPp4hb5XDGILip7jAflvxEjMCOigNSDpCcXrLMKHE/QdFEJHbVwxe4dN+gKUN5hYTZGHh8uQPR9Q2aIJQprYvFQwlfUGTo+P6UrOafdAnu7rGQnqnXIIP5KjuNW+RgaJXbGJLMoMwkkrvFUAgpuE8JJJ+qwkyFTXCiSg57CxCm2G8Crc3I9opu+TSKnWeofmgJJZclSwW5EV8XVqQ0AG3mgHP6oZedKnMWARqgqEvDUgftX08RB+zSa6pInOmczcFaM+pmiMKoy+Dmf/dguNmRSMt5i9XeZd6cs+iSmNWbFoDBm8874DpC/A+HekZXR5uhe7bjB3j+TxaRPu+Vcvk33dJFIKuPE9JyQFJQSZC1DeLOIKDIi8fwE/oqnvlZQIP6QwWwZqJkrPaJnG9/qJz2kSly1pIxtQ2WgQn5IDm92QFhwvZul/SfGJJ9/H7J1RzK4mNicVqJOUNlJjnYf7YIXwcylmvj9Ku0fTOFigskXTPpynNfKPZpwZTc+3InKf72xhNzXhiiwmoZr48bKPx/AjYtf5yQ2Hic0Y/N237qKTF7tR8u9SPL3124Qr0MmLn9Hf3pAQeA3NYVCeQXm9jVkzcRNKZo9ZGHxW1MmBBcd//RF5DlYAJRGABNDsl6Uodd4ksmzgh6UVmHg1RmJCUVuviV8RgV18XpM/65KYD0hdlZGA1ZJ2fPa8i74SpzFiUF1n4Ic1Xz+6l9kHfAIL/uzzb6WxtYvZUXhRg8aIgdmWdJ0zf3Ed1//GwzQGTXJ3z0uYe0rsEkPPdbDLBukrAU5KnqPKDk82rzikDkfIXvTo9nrUxxThClz/7x6WZyQFqamAejNC+pxJfcTGbgt/GKAxotAxn/5XfYrXKQqPySHsyRd2iXK/tdru7kLoxhIYYoVrXi/jofisIUHwLYnma4164j7oKvyYpvdIF+VDzxG48pOKvvdNChP7kk/2osPAd2zS55XcOwWD0laJPFQa7JpU5elLEpxutYEnciSPRwgtm/iJgIff9yiVPQ6R4hszaBlPRMoByYsCS2gMmpBxUBrMJ7NUNwiRzGooKs/3k5jUlO9rUx+D+i0tsQu1Ze2YvzWGmxJfptXWZC94RK+EKG8yScxo4osBQ8/WV22GXQnH3msQX/KpboRQ3OHWdxyjvF3THNJkn44wf5OMm/ywkoziF6L4IRh61mPohS5eVKrPH3b9yG+cUdulcNig0W/Sf7BL6GKUxrBBY0ToGYYvfi03JfOU2HLAzF1RuhljtdoSz6bVloiv2TsslvZYNIdF5rz9TecFUJyQDcVJKcpbFaGqbDqFE11GH/dobehS3B2gmpZwY8NikTFcOZHXR2Wu48XlNSlP+vOJWfE5VTasnsaGFPb2Kod+5zNceeef40c0x/7tI9gNSE3ITObyj6cpb5I2S7js0RwwGPnZi7T6pHo2uyLOaffJjaoCyejLnIPiHV2slkSXybwvwI0q0ucNYsMN6mukas6e98mctFi8WV9DGboZmedMvE34nY1xn9D9y2KDSMopVd9aoTkcUNuwakfp84guinoytijiEJLetY01PqtX5wWa2BzCsGxD7qCNNqGyWU6QhivfQe5sl+S0VPPxY1HsusL+vxbwIyKy8qLgRTThClSv84jOCoQgd9bHSWtCdcif9km+EBXhTQD263Hyr0M3HzB/B6zc4mI35Pv63uduprIFyXMEaFqES8J8DVU1fljz+F/eipNSVNeaPPPKdpyMwC7cuCJ1VVR8mfMBlScHSF2F/3jDt/HimpVd4o/MnIPmSz2kH5jHiynsusaLK9q9suBbHU1tHYTLAflT0q5TgXx/3XywOtOSLFfT0XgRTfKChfdalsawpj3k46UCkpOazFkxohcO/QC5x7jAFLo5Tej1GK1+g27KIL7g03uoSXG7VLqJm5ZpjMFfPn0X8XmpwuKzkmerTcXe//gw2XMutT1dujnNlv5FwiWNsb3KwCse4WWTxLzMDaPLAfElj9i8Bi1CjU5B8xNX76b3mEti3icICfLSS0BjLLiW6BK5aYXqA03JIS1rmrc1yZ5RtIbkcNMcVEy+S/QOgQnpyy0aIxJPN3erJRtGSNq5oYpi9NuSuGG40hJPZlv0HQoo7tS0hn0iy2LfclOK2JJPtBig/qRHaDiLmtZQwMqOCKNPdGj1imDJi0DumImbFOatH4aZN4noqveoy8O/+E0MXwLeE5OaVsHAOp3AScmBavkdbWpr5f3GFjTRyyG6aRO7qShtk3FGqCw40HafFAe58x61yxkSV4TwpGYihMvijQzCmoW3OJQ3GqiudHuiS7B+/yTzt4TpZmF5L6iGRfUzo9TXQDtnsPCxDsXtwpLtPSxipsLJAHtTjcagSd9ByaQt7ojhhxVaQeeuOrXtDm4uwMx1+eNvv4X4xRD2KlY0dUXWH+WLIrg1Jsr7t2w9TXGnppsVYk9kWYILrBY0hxVMRYkUFcZElE5esbxP0xryScyIonb23a7AFjIm7XGZfTkpRbPfQJuiwl+8IYzSoFyhgMWnFfbRBM9PrGfkSZ/EpIxS1t44Raffo/Zgg8aARWNU1vvpe03mbg3Tf9C/dhD4p64f+Y2zXRfSSLQYcOUnDKyO0GnSlwPKW6VtNP+eLrlTmtiyT2WdQXxWY9c11lgDqymcw8LxgG7BJ3VZNhq34OHFNRe+vAn7rhUCW6pNbUB0QYbwQRjmbw1T3hhC1WyslkFk0aTTI5VP/8tS1ZldaTvEdpRZc9MUhguNzQ5mF5mFzPu4q9mE8VlN92ya7f/lY+z85McIlRWb/+JhOj3S1rIbYjnwkprs7mUW9ocpnOxy9rGNYgnISlXnpGDoeR83bpC55DN3uyWkjIsREUXEAlITAZX1hlhUVgKi30lx6X1/Rn0N1N5fx0kjQpBljd2A/FGDzOUAw1Ws7DDJHzdYnsyubgwQWYLUF1PkTioI5DRmxF2ZP6QU1XXC2o2dC9PuFeZofVxEOaVdPm5SEZ/XhKoC/G4PewwcCPCigi9zstAYDhFddpm9LyC+EJC+COV/GKZ7Vw0voq6BBlQgKLj2oMe6rzSw2iJC6hQ0nYxBeadPcsZDh8R83RxQhMoGmVOGxDV58t5jCwFeziV/ajXAMi5zm5kHAirbA97z4EvSnuoK/HrwRQlczty5ILaNDULbqWySxPvKJvjdr7yHkSc9Emur2A1N8y114nOaxYP9uLfUKO/yae1pE10SZFllk5BTmkMGxe3yuc7dpUleMMmcUcSWffyIxkmJKd5qSSWkAvFQKk+sA60BRaipKe3zZCFavfRknOR0QO70aheiJOHIc7eazLwpTnxW8jDLpws4Y12ypxUru6Wy1yaEhpqs7FQ0h2Fpr00s1SF7Dia/vI7SDk3omTRe1KDTJ4za3qMe1fUGpU02tTVy+kfByNNdLv3VJp77i8/S6jHIPjAnAQkdgbt38hrn9hrG1/PYxxKk9y9htwO8pSjRko/hynvq5gIGHzdF1NWruPyeGKkroubMnRaQdzcnuZ69989Q3mjBgBwo26MuzStpAPycS+64zKE7PQHNQc30ezyWdymKWy0KJ1p4ccVbbz1CfY1sCtqStm10Wa8ma8DKjbIxJC+bVLZ7tH6hwiOfeYhOXtEcUZTu7pC95JC5GGA6glXMfzvKwIHVg8AwpCYDSltlfQivKDoZk+x5n8aoiPbsumLuNoPCMYEZZC/4ZM9Kx0f5EmXY11u9Rs+qrw0wXE3rk0NEViB3NiCIip+7m1SMf7dNaXdA92qS2K4S3s01rI5kl2pD0Z5J4ocgstSl3avpee8U4YqmvjagU4lwy+ZLxCdM3rrpFGZb0drclaoSGX9kTylMJ6AxBpF5scS8/Nd7Gf+uQ/aCj5fyKd7Zpb5OrHn50z7BcEfiIFuK5pDA8HsOyyEvtuAQOR1l/Z5pObCesek57tHNyfuffEsMraC5RrzS8Vnp7rX7V1m3CzGcpEmkIn7Sxa+NsebrAcM58arH5+Rz7T0s30F5o/U/ZNr+z9eP/MYJ0OkRpV72qMXQ09Vr1IvYvBIRz+EYVkcA04OvdIit+PgRkeEnZzxqa6Steu8NJ2kOSUpG7oi16qXUNE7myZ0TFZ4flUqm54Qr5t6wJvHWBaymkIm8rU0MVxGbN6itMQXFtq6LH1GEv5Jh6cujBLdXCM/ZOClWjevmNQuGF5PgW7shQqYgBHZD5hUSqCqLFauHnaHnm0z9jI+XkNaO6cjDH13WLOw3SV/tSHxaxqfx01ViC5r4TIfInMXiDdDZ1CF/XNHJKqob4W9qvXixAOO5jEQsFc1rSrbeZ2dp52UOlpiSRTZ3wiR/xqc+pujm4P3/8VFCjQAGpR1ZeDKC4UilH5tfxQoOCnM2MDXZcwF2Q7Fp8yypCZ/Eh2bxYkKASp+2aOcMoosGXlxmVu0eRXVNiOiUTbtgoAKN4YD5aorWoJxi20MCMljZqUifs1jenWDi7UrCeUe6Igo6ZdHJmqA09p0rhKqa9riLH1XEFhTpy1JdL9wekDwbuhaYmzoSxosq3rfvNZIXTR5/5Fb5u71CLuomDdLnDebP9K4qR1mlVq3Cx08DBky+TxP6VkYUm3NxVq4PMLfUCT+TYvgJRTzeEQYtIijLvS6EociKoruuQ89rplQ+GpZ3WBROaNIXFe0eTXJS0x3v0s1qane00Yam3S8n9/qwQWTGJrLyg9PywCs+ZlcTrvgS4WSxmsUpm0By2id33ieypIhciLD9X5xieMcCVlM80Jt6l/ipB58hsqIYerGNezYlz9SYZu3XhA+9vNsgcVXsHcu7LFJX5QBouOI7jazA0t4I3Zxi0189zK0/c5jqtwZJTIoXuLJZY3YVjmNh+NB7uEvpeA+z9/sMPS+ByUFeqgyzreh8qIwXk5mVeB0hVBH/svIRmMe4wdXTg6gACo+FSU3JnLNwXDH+r84z9F2LTkHmaOOPuoSqCnM+zN13H6c55rG4P05rQHP4D/YSnzGYuzWKG5fOiNWRXNY3tAsDL7cZeK6KchTGF/N0CqKMTl6/TOJIlKvvUpS2SpfM7Eg6yvRbVsVBXXmt6UuwdJd7LUFo/nYYekE6TnZD4raiRU+yNV1Ndb10tryEZvAZg853RAjZ6fcZf1Ti7dykSTcH1TXyvDkpCQpYvD5G4aC0eENfytL7l1FKmy12bJtg/o6AvtegvbvN/C0xNtw2wcI3x2j1K+LTBpnjNkee3Eqoqvn2gb24m9okXg/jpOSz6Pb6OGnF/E0W8SlZ17yYCCYvv8eiMWhiJFySRyMkr5iYDsw+5KKrIdwYdPp8khMC06itUdTXBpS2hAlCUP/MMHZLPrelPRY9xz1qm32SE9J1zJywcROComyMyPrqxTTpcyal6xQLtwc4WYGWTDxo4n66n+iSptUv3Z9uWljQjXUuzcEf3qpVWv/wcvRH4dq3b58+fPjw/9Mv4/9c/+f6P9f/uf7P9f9nl1LqiNZ63//8+9b/Ey/mf+c6Nb/I7oc/Tfkmh5GvmizsNwmXFY11PkbLID63qq5bH5CYMjDvLuK+lGfNW68w8w9rcFKKnuMOtXEbLyoniE5e5m75U5q5uwPsiklkcwXvcBazK3Qfo6t57i8/y/bX3k/E9kj+UZLaeIji9R6xCYkBs5qacFWjP7hCqRbjpVs+w32f+gSN/W3W9S+z8N1REjM+gSVCphN/8qus/fQf0nMUwh9ewP9Mn8RvmUi+Z9GnnZN/r65flalPQGl3QHhZEF5eRFG9Tnxp3TT4MU1kSfr2hVMuKzukDeneVL9mso4sK8mjq/7AS+pkFP7eOu5UnPi0QXrCo7xeBFSdgiJzyWNlu9weyUnNa//5M9z2Cx+l9lM1Go0IgWsw+VO/zro/+DShsiJ3zqc+IkKA+JymtB28hE9s2kJpESIs3mDg9zokMi2Mp7PUNvgkJkVc0xgPCJUN+g67TN1v8Et3P8GfPPYAKCE5KQ2lrRBbkPeqb6rSvZAiu32F5bkMI99VLO01RRV8psP0PWGcfpfQgi3IxazwYd2kVG29RwOa/YKDi8zYWC04/clfZd2nPk1sXviihWMSuzR/h8xmw2VN+eYusbMRmmtdMsdttCXzwW5WM/SCx/zNFj3HA9o5Ay+maA1Ieo7dVLRGfDb8XZu52xJ08prElKK6KSBzVuFHZX7kJuR7D0LgZAKSVwy5xxQs3+ESnll9PzmR4Xdz0oqKzyjq+9vknhaVcekmh8mf+nUA9v7Mp0GJoMmPqmsV58ArPl7EoLzJILqkqY+vBrMHIr5KzGjiCy4TDxmYTaEaaVuwkaGKxupKVVneZJCY1rT6RIXuphSNcQ+zaRL0dYmfinDHe47w2mf20M0oGjs7DPZV6Hy1j/oa8UimLzus7AiL+b6lWb7FI3HBxg/J/dQpKO77iVf5L7u/xL6PfJpQU1Ixuil1TaCEhtaQT/64QbToU95gEa7K55+cdamN2JR2B1x555+z6a8exk0HjD4m81vTCZh40MQqdIgejOOHxEaUORrCi0Pv0S6tPpviNvGthuryeQYhsecs7VUYPsSnpI2evuyzcIsicVX84YYj9h4nqbjtI4d48W+uJ7oc8OoXP876T34aLyHRb2Z7lb88K1Wtk1R0ejVO3mdofIXKs/20RnzS5+RZaw0GGF1FfFbhJqWNrTwlM9xtJmvunKDlhig/Pkg3sxr8MBQQqshIy4sqet4+zdzTI2Qu+hS3G3QLPspTRBZNEZDVgXtLdA/nRAE+Kx7r0g5NYlKalq1+uZ9P/PGvcuP7/5DqGoPYgqY5qEhNynfVyUs7PjEtHtLwkbiAIW4swuM56uPASJvCdyM0BuW+d2OKoYcmWPr8mKQw3dPGvBwlMSMIynBZmM+F1z1aBZPaWvEMt9c65F+xqa2XcV64JLpbzzHVAADWzklEQVSEgVe6tHukm+XdU8E5k4YAeo4HzN+mSF426BQgOaGvBcX/U9ePfqtWiS+Iqs3CfhOzKwtndMYkfxLS989jNzWpy3KDdl+VAN/6fxqm3SNEnaW9IboZ6WFHVwKiS4rMec3SXkXhNVlsGzMpUldlCF1ZZ1HebLP7P30M4/kM/qN5Jt8mXMXUGZv8WYkaaoxBeYticTqLeSbB/cd+mvRVDzUbYf6x0VVDtklxp6K7SkArHBcFYfnRQfyQIghpBl+WCKi597h4EUX4XYtc/OBncAo+Xkwx+pjApFv9AuK2SybtHogtSbu3tsUjCEE7b5I9L1xR70pCZpd1kfo7Y12clLQTK1tFIBR5Lkn/K5raFhc3KvPj2jrZCIxfWMJNif2hsgm2PvIxZu9UeAez6HKIzGHhhQ2+ICKP5V0m0RWR1DdGFF7Ww0i6pCYDWgOBoL08SB8K0z6Xod2ric2J0tJqaXKrPNJuyiR52eRzf/wAyQmZS9bWyWfnRzX1NYLGUq+kiS0onO/1EFqwKF4nfFPT0TR/rYo2wU44xObE7uBkJUS5c2ud+KykKsQXAqxV0UhjvahQ7Zp4DYe/7zB/l9B9EldMMncuUL4uIHEyQqiqWfPlgNrN7WuACTfvMfVmk1BFsbTboLJZsHbJCVGlNte4xKZMLvxsiHBFk5yE6hYfbYvi2Yu8AfuAnpPCIY3NykPsRaWFbS/ZOGmJsmqO+iSnAsJFhTHepDmsr4HF01cckqfC1x6hdp+iOaAIbFEu50+7RJcUs3eJerUz7hBfDEjMKBIzMp7InRcPYXPARgUKu2FgN2XMgBZ2aHPQoLrGYPDFrhCy9lWp3OhgtSA2Y9F3MGDs8wbd3aI+Mzxo7m7zvTv/mK9s/RzlrcJDLd/k0O61afdpqpt9qhsQ8PaONqYrAjI/BK/+5xsAWNkbULzORH9gZdWHuWrz2tHG6Bryc/pMMdwXFKFGwPTdNs0RxeijAfv+w8MMvuSRPmsy/ZMejSGT2phNdM6k5+sRvAi0t7XZ+BcOx37jEcwOVNeGCNUDeo8KbCF/SkD5mTsXaPZJm3XoWVfU9QlNeZPJwEua+p6OiA9T8h2ajuaJx/fRzax6MYHcKY1dNsidgm6PR6giSv43GLK5U5rR78LcpR52vf2MEJburNHu1WhbEkr8iMDUw0WD5KTEF6auaM69PkLlu4PUNnhEl+RzzJ5WdIZcEnMe4bJm4fERghAsPuSQO62J9rawGoaA2VdHEO4rOT7y3icIFxX1NQGNETkUaAOC2ytEltW1OXAnIzCJUFMOVov3uNTe3OTbv/hJcmdkLBQEknjipDTui3lZk+IBxuUoTlLW+PyJBtFiwIUjoxT3CRs880yU2LyitM/D8KC+RsRVxa0WVlfjFHw6gz4b/tIlUgnInhWBWHvYJ7qkKW0K44cUsUUf/3AGNyUiOC+iVlOHWkSXobqJf96sWuXBtz/1hxiOzAG7m9pkL/qkJgKqG2D2TB/FezuEahonqcmd9Uld9amuEZNufNEne8FfJeP4+CFJ5KiuF3C2k5aKtf9FxdKNmsVbA9w4RJcD2j3g316VueRFg+wFn7/71U9TG7HQhnieUlfEF+jkAkKWz9Jui1B5NRYpKgkdZltht+T9lK5TREqSc7jwgCtIul6LaDkgejxK9Tof/rKHrY98jHVf8mgOauZvtPB2NWiPuCzcIXOabp9Hcb+LNiRcu5uTL7m0xUJ5kJhULO8PaA17+LYidjZCZEXsDvnjBp0hV9SbGkJLFvVRg9q64H8g4Qy8LJQbp9cjXIb+V4TOYjUNunfJH6qutYgURXxQGzMYuHOG9qDPTVsvMfj1EPUR+Zy717VlttvU+ANv2AEgetsKyXfPU1sjA/2lt3ZZ847LtAZB+QKJDkJQeWuTyIqBtgOsjqSaNMYDwlXB+hkeFHdojIdWqL3Yx/DTDsaFOB/9xW/RGAkIryh6j2i6K1EKJ1tUN/vM3abwelyS0wHhxTdixaD3wxMs7Q1D2CdUlVNt89v9xGZNmiMB2lBcfbdJ/FiU2ro3wnstUpcN6tscVKAIl2Sm1MlJ1iEK0ld88gdsummFF1WYTYPMaYvCUdmsAxuaW7tM3W+QPSffVXfApXSjQ2O9R2xWLCmmA71riyzvkZlZ8qk40UVFcqJFa41L8Rdb1xTXAIUTLoYPsaVAUHhJqSSiCwaNIcUD20/JsDWA8g6Zqxa3mgRhwcRZNYO+Qy5eTDbtcEXyZZUP3UKAk7YwutCZSmLPhlYPQ7Cyy2D2DhvrTJynJzbiJBXpVyI89NlPcPsXP4HZUVi5DtELYdp5g4FdC4QqBumLUN3ok30hQnw2QFtiqK+sk+XKahhkLgQsXygQefciQQgiRXjHluOkrsh9oLT49tJXpNoxfOgWfBpDFtFiQGW9LdCO2QjxBUm00SYUt5mEqpB/OsLkW+Ks+4efp5tHqGXbLJb2SCJJJ2+TPddk7lIPnR6p3ExHxFvhkkT5lTeY9DwdJnvRp5sNJI1lwccZdEVkZEgHaPFOD7spz4NyDdq9oo4ObEX6SsDijbCw32T8mx5L/9eYQBK+lSRzASKLEkIQrohYqZsPaIxCY9xnZY8msmxS3eUQWbKorw3oO+xQvN6jb6jM0i6byiZojvlEFzThU1E6OcXdYxex66sEposu+dNdcnfP87nPvRnr1hLxWZm5Rkoy+8//9zjh6j+qPgckg7by3jqdngCzaBM5kOChT/8ay3s1iemA8Kko4Sr4A12CG6skJky0HZA9r6lu1PQf7HL5vXGK2xR+xiN92pL7sSYQidQZGz8iySnNAcWeh07hJBXJSxZW1aC2Nkppq0ljSL57q2bQ+2oFPwpLN4kNrz3iYdcM8u+bRpuK0cddJh6MUrnOw2qIruaHXT/yG6c24Z5Pf4Keoxr3thq9j4exax61NUISChcNeh8NowJN/0GflR0m7YJBEJIKZvYBn+I2k/DK6gfYkUXWakt7K7BF7r28VzHwosJoGTiZACepyJ8OCD2Zot0jgop2weCn/uBf4Udh8MU283cFdHLildK2pnykh+76DtqC+FxA7xGP2phBd01XArIRkk83o3BSiv7HbcLDDbppg8paAQtkTxrXhCpT94ZJTEsbKvZ8AqtskbhoEy4qotMW6ZMh+g/6lLYr0hcUz3/yjzn1S4+I6MnRUql2DMpb5WQXrmgGDggRxKwLHF19dInYglhxMueEMvQHv/rnFJ8cZPbdLuXrNFbFkpbUhTpONsBsKVLflFDh6IpsHMO/eJFuTnP17AAAh1/czMpOgZkrD/y6TfstNZb3+ySPR3DTmuFnOxhfytP6/ADxOajc2MWYi3Dq4FrshlSKdkPhZnyMMwni+1fInLYkiDYpbRUnJVVp5PYV/IyH8YU8VhuK28KgFX/6N2/HrhskZwIWHuwSKpos74mjQxJMPfSoydJNP4hECtU05w+OEy5r4ufCtK7r0PkxAWIk71zE6MjBC1NjuKLC8yLQe1jjJCFzOITZgcJJIfgYrhysCoNVamMm5a3iQYyUNH48EAZuTGDgdh2yr4TInDGIrvjYTUXsqs3YVw1SZ0V44+c83DgsXc0zcEBSVgwX2vtaXPoVi8isTfQraZJXfvAMTb5LUzjhsrhf/IStPgOrJSkwnb6AF7+0ByduEGporrzjz8mcF6Vi+opPeZMpqtsei9QVqVi8iOD+miNiG2oMmTgZWPfVDvEZSE36tPsFgP/gm19Dm5D9alzM+1lFp1cM/LEFhZ6KXfPuLr8yQHxWvlvDkXQQL6q47/bjeDE5MMh3JPaukSd95haklaMVfPXV6/GicmiJLfkEby3T+ckyXkQx8LJH6oKJHxLFeG1dQO6Mj91QLL6/Qycn3OCeEz6tOxrU1ii6vT6hmkHhpH8tdD05IUKX0haT0tY48SmT3iMiSFreJZtwYlYq0/wZD60kTSh/QlHdKJDz/AEbAq5F2WWOheh/rcNN/+IosXmD0GrXw25osXiYGsOXw9rkAzFCVYhURCAXXdI0hgy8qLR40xcV3oAjsX1lQxJE8g0CS0OgWNoTIn7FZvlcAW+bCB0jSybVzWI3a/co/kP/M0RKmtJOTXGbTbvHpvLkAI3NDtWZtHR8PEAJ07vdI+lQVntV7HRdDTSkvpYkXDSwmoaoW01IXTZY2i+HXbuhiVyKkPhmisjdy2BqKhsMlK9Y2h0medkQD/HZEH5E7snqGoO3vvOAAPJ31hh8vkl0RXPpv26lm5EoxNiCopsxiCyLoNKLStU+f0cWLypozJXtFrmjJu5wl6nnR1neFwh6cEFhl006/f4/bx+n8qH3UIvauIE+laIxZLB4fZjO1jbpKwHpKwELd/ss3iYtVnNnFSelyJ1zRK06HRK8VFXT96uXqa4zMLo/CMpFC/rMy3igNaGRJoMvyQ1Q3mQQKctssLbJo7zPpVOQB0EFmsQVmd+5OU8g4Qa8f8chQlWorTGIzTRo92oil8MElnwJoQrUtrqEy7IZW6+kCFcDiabqCs2kXZD5gOGKcrHvkI+XkJZD9qJsfG5KU93uUt5oMfii8DBvOvIB3n/1rtXUeOhkTXoPSXxR7oymtlYx+W4B3I885dPNKZYPDOCkZAOML/oYnuaXP/tR0m9aQC2FCZUln7C+xmfx5jTrt8+IFH/N6umy16C6IeDQqXWoAIa/r9GhgOiCwNijy5rkVYPMSQvjtTRj39bUNkkIc208zNKdLrW1YkQe+arFsz/xKYKQJn3FJ33VJ1RRJC9apK5oOi8U6PRAdb1AvavXefhhoYXUjuXJHA9R3qxojAQ0b2jJ59CVGVlj0CBo2gRhJBy6IqDu8iaT6IxJ71Fp1Rbv6mJ2wA8rmutcEiciqJcydHoUif+Uwq4r3D6XwgGLxv42C7cHtEdditsUnV7ZCK02zN1mkj3boHFdl8gKtF8q0NjqkDmvmLpPkjTya8poJYCJ1KSHHxGzfXwhwElKGyxzOWDmTqkW0hcMEudCRFYk3cP5uRKNMUHc2WdimBMRsmeD1U3tB89Q5niI5d02Q88HuDGF4co8M30pIFw0cNLiHe3kFeu/+PPUx2QuNf6vzgPQyUFxp2b5Rp9IEVCiog4XDdo5YzXAHBZujNEchNIWk/R5WNkT8Pwj+8m/7uMkFLFFTezmFQpHJSavk4e+gwGNm1oEYWnFhytSLSavStJJbT089609eBtbhGo/UG1bLaiNWYRiDnZD0+nRbPj7LqGaprWhS3WNhfntLPrJPG5SMfkQdPJQ3ewTbG2QvqCwWwF9Bx2s4wm6WalOZ97iEzqcoDvgMvoo9Nw0jx8SBnSkKP7p1qC+1uFx4zD3TofGjW0ylzxm3+rjxhS1MdmkvaiQm7Qps7f52xSl27qCLpySey6wYOT3LvLUE3sIVTSRZU15i3Ftjm02DD78rqcwGwaGr0hPeKARK4chMIz6uMzD7aam9ymbvkPutc6R81oOvb6J6YjnNDETECR87Nfj/Mb7vySkrVVehtpR475PfYJuVmFXDbwodD9QwrqjSO9zNpF5k/r4DzbZ4p6ANR89j9Exrh0+I99PEtlWEchKVvCJXr9DY41PdauH8oXqdvA/fYb0zYus3NdheSZDLNtm610X8fIublICxmMLmuiyprHGw+zK6z/wuzcQWNBt2zRGowS2opORA2TmosTIVbZ51Mch/54ZuoMu9TGD2j4BqqQmxG9evk6Tf04SUuLTJj2vmrT7NVtvucLYpgXaPf+MfZxBWB7IgQMdvIim3RdgN2H4Sza1MYNOzuB3bv86/c8bdG+uY38/jTZgZVsIJ6NJXdH07Vyk1as4fnA9blyjLbE4dDOazBWfwQ9eBaR1os8mKG0yqWwJ6GalzeNHNcPfV+zffIVOr0d0RXPxQwI8Dmxpr3gRYTx+4eWb6Xu1jl2H0o40QThg+JkWevWTjpQC1n3RJ1wNqK4ziC8EtHoNOen2KWbukry/6nrIn5ag5OJWi+6eBnZTJNi1LR5DL3ikT9qYHZh8m/jZGmdyHJkZIVSVltrSvQ61NQb1NQGlbYr4rGb8y2q12pANJrIM6asBkZJPOytCnU5PQPPb/RSOiUBF+RCbFY/ahQuDRFd+YD0JQpC+YBAqStxWq8fErFoEliwIbkLR7pXvUXmgLcHq+RFNZSPkD9i4yYDG3jbFrRb3/N0nSF41KG80afRLS7HngRmiKx4EYDXB3FZFeZA/JHPTUE2wdZ0CJKaF72pditLNSSvXDyvqGzxSZy1CFSEXuTlPEjE64O+uU9okrdrY6Yik7iz4qK5ANAJL7pWpN0d467sOkDgXorIR1HSE1HmL6LRNYEFszsDwodOjiRQVUw8kMco21S0+7b5AhCYxqaZypzUrc2k6fb4cPtZYxBbEc6oCzfKDHaGXxBWFExKKnX77HN2cWE/Kmw1K1ThBVHIlO+u79B2SRXt5H7jJH8xnausDWiMec7cZ1NYI0D5UFd9tbE58c15MkZr0Jc5qTZduxuD4t7byOz/zOWIL0oYLL5mYHRFMmU7AwCtd/LCACT72sW+SO+OSPS/gbyeliE+bdFeTegwfKhug+VqB+ph0XKy2dHFGPmdj18S/uLhfZt7hSkD2HLgZn24+IP1MlFavHD6vvPvPBbKeVYRfSaIVOGNdzKZDfNGn8EKI7AWX5ohseNHlAPxVRvQxg9jzCZy0wv2XReqjNt1tbWKLmoXbAsKzIdJXfVTHoD5kUv/OAO2CQXtzh9Jej05BkX9d03dQFvbRJ5okjkYxJiOUN1hkjobo5qQib/WaVLZo0lckLi19QeaLvU+GiC5qnLgsCu1+Tbkbw1/bJjUlOEa7Lgfs4nUW0SXF479+J7F5g+SEtIznbjMZfA4q2wIGn1b0vwrVjQG1cYPaWoO52yzxoodk5ho9kCB/UjzFganIHbHoZjWffOS9tAala2N2IfRCiuaw5l3ve57UVXntpZUk1tdzhH9ygVBV7HNOCtp7WyRHahw8voHUReOamCawFbEvpUld1fTtWMRP+qQPhzHyXRKXLSJLBpEVxd7fepjwn+RIvxyhZ7hCNt5m/jPryBwN0XPCJ1STQyGILc7dV6e4U1NZb9ItBKRei9LNKLIXHJpDkLt/juqaEMqHxGWLzHlwP91PaMkSodupCOGicIUrmzThskF8wcPJyn7Q7hWSUflTY9S/NIjV+mdccZptSR1Y2R7By3vEZ+QlTz0oCQXK1/zGc+/E8CH0apLMZYfwTUUyVzxyr2saQ4q5872oAMYec0lfAuUr6us9eo/ICfzU8XH6n5W2YmRFHmirYZCYNrDbYj4uXmdy5bObKBwyqa6H3pdF/NDY5EDCpTEm3sz0aZPpNydpDWjKm0GHNLO3xwQ2AJS3KmbviPDLv/sPeHGNk5BM0U5a8IHmQFvoOwp8W7xphgduNUxqysPaXiUyZ7G02171KEF4yaL/oItdVUReTcjvR4G6TWvEI7pkkF7N4vTDknfpRg3SFxX1m9ss7ZME+eagIjnjkj+u6OYly3P4aZ/01YBOb8Dod2H9xnlu/PVDZC5L/k+4rIkv+mglgcuNUZktZe+dx49Aa0DgBp28pr2vRXGrbFAjTzm4GV8UvOcViSNRrLbMUPNnHNykEEaUB+Zv5mgMWzTWS4UZnEjjxYT0AiJoGnxJ03NcKu++g+IdHX1S/KfaBKtmggJnm1Sisas2qUlf5kqnkhKei6h/Axvm7pEAbi8i7Nn4nMLsKg7/m73E5kWQkT0H3ZvqdPMBbq/MMQMTIkuK+KxUfrF5g8zrBlZTEV/wqW30GHvcoT5ikLhkkz9u0M3LIWTlejGtV9ZbJF+K4a/tUN4qm8vY/hmcv+q/liqRPRfgdS1yRy3UfUUil8Is77To9CgiywaRpR9IAvPHFFianqMy077nwSNYTXlfpgOtDVK1dZMGZkcTmgzjRaC50eF3fv+DdHMKsyPz/OaIwk0oaiMWS3vCVLd6ZM4Y/OHX345dF0Zt+c4OTlYOOdElTWTBorZGhEehCvQdEh9yuKSp39Vk7laLxLzP8FNleo7Ayj6fxrCB1ZZ7LogGhGs/UDle/xsPo/xVT++NDYFunInQGk1KMosPjcHVmXVdE9iK+KRF6mpAuBagLenIzM1nUR70fTNE7nQbDKHHPPpHf4TVMGgOSXcisCBzIEz/c+Y1vu7SPkDDxZ8KgZZqOTEX0BgVT2B8LuDYv3uE3ElFu8eQZJJaIIEDZZ/KFs3y3tXv56Tm/NPriL8WY+Zuk3BF5tvJs4KTdBNQ3mCTmvCprpfDqgqksi8cNFjea9AqGOiwZLbueeAMd73puFTWFwED/tO//CtJAZlI8Nv//q8wOzD2uIPhQuGET/aivDa7oRl9wuGJT91G6d4OrT6D6KUwnZyi9dV+0hMe2fNCTEu8FMM9lKX/RUVlr0Npm9zH13/gBKWtivJWiPznDHa6S2WPw9hfSOUdhKDw4Az1cVjaJb7L5eksc5d6aBcMKnsciltNpt4Gzi11lvcF1MfBm0wQmzdwdjXpfU2Ys15EUdocwunxmTkxgN3SNNb5bHn7eRpjika/RWJSwCSBKd+7FxXvOMDsnRZ+r3Nt5JSYkaIiVNfXKvZ/6vqR3zj9RLAqRwcCSMwKaSJxycaNSXtTRX3aOakeZu626R7IM3ebQTdjEKqKqtHqwMxdIToFyczre8Xg03/wJ4SrAQMvS2Xkh2S2YNxVwmorujfVmbtNqEBnHn6E0nWySEeKiuV9ASvbTcKzNrGzEdx+h9IOfa2y+sADzzP2WJvotAy1jdVWSOoSxKc1//5L7yc+K6Z9p89j5UYP97Yaue9GqY+JfDqwpJJs92lyRyx5QI+npcLY2CG6JA91ENJMvk0IQm5CRCDhKmz86wa9r5i0BgKKewPsmqK61mJ5p8XCbQGx5QC/ZZGcMCjt84gtahavD7GyR+wP2fMOsx90qWww6D0kKQWdPx3kW8/dQKtPEHVOUtFJGzz45tfw4mLg92IK/ee9RJc0yatys2bOQ/7RCO3tbcwOLPx8l+Hvy8lcKwFROCmZOy9+tI1W0jqrb/RZ3hXDjSsicxadPl8e2hktfNY1QjqqrjEZ/9fn0JaiNmrSWOcy+U6ZXdauc7BritagxquF0Ap2P3iGzofKtNc6+DHN+k3zgCxGZhfWfcmjvt4nCGs6PTKDaw95rGwPUboOzjz8CGjIfiNO+rzCKtlsevACoRrUNnksP9Cl0+NLjNc6gXWs7DBIXrSYfCBEaiK4xioNbGkjhlZMWaz3tuj0gnUpSvKqnO6vHhtieY+i94gkl7TzBrGzYaIrAc2TOeKzmjf/2EEKJ11CVS2RSquXNgFX0eqV+f3RP9gtbU8Fpe2Qf9mmPgZ3/PKrVDZLGEBz1Cd6NUSrX54ruynPSOqyLOStIaksQyWT2m1tnIJHZWMUL6oY/HqI2LwmPelK+3lTm77DHvU1Uo3P3G1S3gLxJR+uxDE8RWPA5Ny/jFNdbxAqmYSqmvkHXeZvMUHLXDW6JJ9XYs5DGyJe6c000CY4uxtin1JQ2Sgt7+ieIl5c8HtmB1p9BnN3wr0fPkC7V5M6GaY5rChvMun5z5NE5iy6Oc3bP/pLJCeFCCYiHmljR8o+1d0O0QVF6rJi7nYhaHV6NOl1ZbopgZ2HKop23uDOn/1Z/Kji+K8/gpNQ2E0BuM/dajH6hM/Q87JYKw2REtfgCJVtgrFsDQVUNouoqe9QSwhoJ0VJ33cogEAsSlZDUdntkjlp8b2f+BSn/mErL399N8P/3abVrygc1/zGp3+a2LwmMWXwsUc/QqgZEIQMmqMS/NDqMa6l+0zdK0CQwJX2q9UWi167oGj2mRSvE7tH9Tqf3qMublRReNGGrAyhr9TzOD0+flizuC+C27QpvGQT/81Z1P4KyoPql4boOyhBClYL7LKJ2ZDovN7nbdFcvG7xjvUnGHwBokuKnm1LpK76eKUIC3f5DP2DTX1tQOumJj0jZUI1xfKDHfpfUJz5zia62YDmkKK2Dvr2LWD4Yveau1sUy4WTPgMHfPKFOp3c6ky0GvDSf/tzvIi6FjT+T10/8hsnnqTKa1Njly1pA9y3SGRFJPOVTZA4EaF8vStqq8tyoolPGxTeOU3foTqFEwG1TZ4oxZZljlJdZ/CLv/VL2A2PVq9BuBKwfJsETEe/kKGbD3AWY+ioT20tXPfHH6P/1QCn1yM1EaCjAelLmu6wSzersRdDpC7JyTw5FfCF797BxI9Fsa4vE1kRwDmIbN5NKLykzHjchCJ/0CJ73KK9HKO8ReH0+DTXuazsC0TxWVRUtmpm3uFTeN0nMaMJTYRZvj7Ajwiaqu9lCeF2Upqf/b2vESkFVDcled+vP04Q80mfEch5bCHAj2rsqkmo5tP/jEm4HJA8axOuBsRnNWOPe4Sq0M1aeE1pB2tDAsIra02iiwatXrl18g/MEq4FfPOFG4jPyHA+vhAwc5+m8F5Rq1W2aGLLHo0Rg8yLEZLTPv7ZJJX1sqlbndU2uQXVbS7O5RSZ88L0LBw0sNqa2nUuQUiTOWPQ6QskI7XfJTFhcPajj9AcCrj86S24Ccidc+k5YGFULdSuKuNfVdhN+MCbn8doGaSvBpz/7Bbqr+exlm0yZ6Hxl0PAD6wNV95tkz5nkn9dkzvj0xrUDD2laA0GeD0um//iYQxPxB7tfsXQ8x7nv7WR3DtmKBw2yT0TIXXJpP9Fg3BZEI75U5rcOcn/XH6wg+GKyjhcUiQnNLmzUjFEj8Uw21L9vEE+iawYGF2Ye4eDCqSqcbKahZsVTo9Hu0/x6n/Zx8oOm3aPuibUAGRO1hRFcBAOmL9bKm2zI2I18RHDoX+3j77XpM0cmzXxtjVITUooeGLWobrJp7ZmNQe0JvQbJ+8TPxSDQDYoNw5Luw3aBcX0vVIi/uS2g5htn7Vfa9B/wMPwpFXsJAwiRcW7HnqRwZ+YIPV6iDV3ThBZUUTKEh7vRzXJSxalreJBBQm+dlJQ3OezeLKPcAlST8fpZjXxD88RXlW1j2dK1+xChgedGxrEp02e/NxNrPtyDbOt6WzoyLzUjRBd0sTmYfF6m9iSICtRqyhOC0qbbYYeMxl6aIJOTjH0fMCar/mMf6tBoxnB6ki0npsS5WdjwCK6ErDmuz9Lab+LkzSIH4yRvgTVcftaoklgQXLGozWgSEyDVTWpbpQZsoDWDa78gtiKGkOGeBGzYr+LXgkRhDQD3zf5iYef4r2//Qlq633icxonbaH2VakPG3R6oDEuh/pwUTbKmbulGjM78nlVtsgh1/DFUmbNhQiXZL2cvlfRGpPZqjvikHvNJlQ0+MNH/pTSTo33UJn+x+QwvfDMMGPfkZEYCuwVm+KegCuPr8U9mUFpec+NAZPCCU27T8Q7iRlFNx9gNwOa13VJTXnMd9MEppJZ/jd68T9SJH3WZPxrWny6ZYN0sk3tiKTQjP6NKNl73jTL6JM+nQGPxJRisZKEQDy3fS8aWNeXqayTlCHr8zkS875kNO83uP+tP0lgS7fsh10/+hsnYNekkglsMXtbny3QySli810GX/TJnvcIz9r0HnPx4orOsIvhwMo3Rljcn2R5t6gSnbSmfFeHTk4RXdSs3Olw9cGQsFM3mOCKZ7C4Q9H3Kqz7qkPsqk3+9eCaUjVz0saJK1TbkPiriIefkDaHNhTP/rtP44cUPcck+b2+kKTVp4kuyUPfGkQy+eYMxr9bp77JpbjbpzEqxvP4DPQcMIldtSkcMVi6SYbjiasG2QMhFm4UJWl3wCN93sTp82gP+TRGDLpZiC4q/uC//zi1cZn//t1/e4CrD36WyjaPgVc7mM5qFegoGoM2pesU3bTMN770h39Ic0hSI3LnHNo5g/xBi8YamQeCeLD6DnWu4bUmzwwwd49G9XaxmiI80gpyR02mnxmlur9DZNlg8gGTwBQv6vwdkJiB5JQs5G/kFIaLMi9WPrTeVpPNMSnzsDVf0UQXpQKPLBnEFjVWxEMFcqixmor5O6HwusvsnZb496oGqa8mceMCePjit+4gMlannTMobde4vRJEHoSgk5FHoZuFf/O2bzD47Kp9o8dg/g5IXYTxj59HBZA8HSJUURR3yiYiuD2B0K98d5hwLaC6XsDsxW0ShdRzQgRExa02yamA9PNRijtXExg0ZK508G3BOoYrmsxln8aogM+DkJbDWVPsHCqA8PYKWsl9lDpj09nRopOVqkFpySd84/KiivVfbqB7u9y393ViEzY9x5uM/fhlCKDw3mnS75qjusamOWDymx/9e5rjHsln4vghia6K/+YsiasC6O/mgtUsQ01kTlqi0TkLsysCGsOTajC8YtDNKL76pTuorg0xe0eSxRtseo5qktMy96tf5/CVR29lb3YK97Ya818Zx01IlZy6CDrrEFuQ5+8N1KablG5EbNLCrikilYB2jyI+o2j+zSB+GOobPCq/M0ZrQOIBDUdjnU4QmNK+XbhZZieRCxEaa3zOHh2jfnsbJy1agJl7Ncv7wK4qmiOBZD7ua9MqGFx9dhzTBT9kMH9rmIsfiNH3lci1z3voBTl4tnsVC7dqopM2419RuHHxLvphGT8lJ+TPd7IGMw/517pSQy96DD0vrWm7poguKqJHY4SLmlafZvH6MM0hhTPW5czHHiF5Vdr5X/uDN9EaVJhtg+V9AdU1JrFvp2gPSBBBYgLqawNZR5Uisqyo3NTFbkJjVJM9I0I7J+/jZAPCW6q4cUVlM4T6W1g1k9LtXfq/ZxNZVau+//O/TN+r0DqVvZZw40U1xS02ZsuQEYiWQGzDFSGmH9F0s9IBUoH8zObAqmr5isHs/QH3bj3D9JsMnj+3keJ2RWzGoL4Gwo/k8ENQH7EFg1mD4Dt5ATYswfQ9NmiYPTJIY9AicdnCD0PshQSGB9V1BtUNBtYTGZyMdNY6WYNmr0lzUGacF346QTej8FM/SBj6n68f+Y3T7Eh+5Xt/+mnsukFt3KCyziR/1qWbDVEbtVCBxm5I8kmrX4MvCSLtHlGpukmN1dYMvuwx8nkxvNstsGdCxGcMlu5waa13KBwy0Qg0240qrjwUpj3gU1lvEi7BzF0GkaKU/30HJOXCvBTFbIoBWhtw8yMfp92nmL03wK5JnmNsUVFbL22Z3GnNyFMtAYRvjJO4YJO8ZBGMdhh+UlPdrOHHV1YZt4qB56SN2RwNCNVlA65t9K9xbvMHLUYfk5/Vd0j4lI1x8bnaDVFP3vBvHmbsu5qpe8OgIDnlEa6ItSA2r2iOakxHc9cXP0F0SVNZZ1HaHKLwehs3rug5aEpSxLImcyEg8pvz2HX5fhKTBqEVE70YxkkrBl9qUdlgUN2wyvGs2kK2mV1NiNcw+Jx4vToZReq8RW3cwHBko8m8bjD2WIfwUylCVVH7drNw9Z0C486eD65FksVei9Ec1LTGXSIl8UXO3mGhRptYHVbbdjIrK2226Pb4tJbjeIlVmPMlaZm2ehWeuGvoruvwn7/5DmpjJnNv9nCTkLhq4iYVL5/ciNU0aOzo0hrQRBcU1QcbQhTaJF7G6HJAcatJ79EA5clBppsTtmhkWZG5IoccL6boPSjfsd3QFLdGaAyLcGjzR86ycJMiumTwux/5HIMv6msji+SMT6iuaUynMFxp7zlpCIphanu7lO5vE6pAZ8S59gzV1wYUtycIXYxy4B92YzpQH4sx+eV1WC0ofmGEhUqKxqgcYP7jf/8AicuyIXoRYeDOfmHNtfZu8opB/qREayUnNfVdHbSSlmO7RxEuCSUntigxcaGKVNamIwrn6lppASofUiclXPir/3AH+lSK9IRL5pJ4gkt7ArIvi2E9PidpNSAq5MX9kvGYvRBQe1edxLS07ctbFO0Bn8QVi9KmEJEVoUA1RiC6qImuiFCp3a8p7/IZONDFbBvEZw3yj0a4/qHXIYD8EZPLP/5nkqjS1yVSgsShKK27G9IVWBQbSOZCgF03qKw3UYH8nNqIRWALLSh70iC6opm93aKySQhTfljxtg++RPUW4T0HNljzIfKnBFBe3mizuM+gu7FNpzcgvuCTftMCPYcrWG2x1UWKMPCoxY2/9vMU90rr0Ukpeo+69B0K0HGf/ldb0n1oiH4ithIw+FJAckLa5E5KEz0XwYuKJ92LiDUvd9Rk5Cmf8HfTVLf4ZE+DfTBJ9gxELkUkCcoT7YW2oLxRrIFvHKbdEYf+B6YJVxQq6jH2WIfhN03xkx9+ila/QgUKb2cDL6bppoRqFoRk/Ywt+fQ9b3Lor3dh9bWIXA6TnISxt10lfUGcAqGq2Ly0rXnsVz5J5j2zdAs+6UmXwRd9wjVN6rJ8/r//83+F8qF2YxurreXeXJFOn9Pr0VznSrzfPodwWdrGIOAJo/XD0UE/8htnYMsD+ZU/uwerJSrP13/1EYJfWsFNrAqF7pf/HX5GyvLkBQmi9eIBds0juiC+zvJGm4WbLKyWzAnQckJO5FtYy2IGVppVMYsiumBgFiRCyY9IFE64Km2QSNmntFMqYbOtJFC1oRl8oUVgwpqvBLTfUiNc1iTmfLKnV9tM6w2W98RIXw5Y2SVVivKh8HiY8kYLo6Oov9ZDYiYgVNMs7zFYvFVSDZyERI31v6RInhccWXGPTztvoU1F85eqNG9rEFk2KT/UpDGicHtdim/q0MmaxOcU3aTB8i6b6JIY3Ru3tLAa8vqttiRghMsyq62ujUhrOa7o/7mrtAsy5zk320/7RqHBpK8KkKHnCKI2/mAIpcWYbHiQO2GQP+vh229QmzTOR0rE5mUBA2kfBSEJKTcdmHgwQrQYYLqyofthTeakVDSdrCL3mk1iWuOmYN0NU6ioT32dz5b9Vykc15jnEjSHBIQen9E0+y2iS5rcMZOekTLNMZ/dv3qcwuuuKJvn9DXpuSqFSF6F5nBA+rioHxOzYjNRrsz7Mq+FMB25d+JPJwjVNc2RADcFyZ+epdsn+ME33p+b81jeFaKbF7BAqKKJLonS2WrLJtMYlRzFbp/P6S9sJbIkh4nf/b0P0s4bGB3F0s0+S3ssqmsMUhdE7NTqV3RGHbSpSZ4IEz8Qw4tDaM6+9gz1HIHSDk1n0MNuaKymZv5NPpVdLt28pnSbQ+S5JIkpxdmfe4TYktgNSnt80lfFOqUV1NaLMClSllFH3+EWjVFF9pUwzoY2peskiLm2wWdpn3gwAxvCtYDmgIEbl8U9XNakz9fp5IXm1d7SIT6niU9r/IjB/H1ChdFRAXUX90pHp9Unz5DZheSEwcxPuGLneSqFk1JkzkjMWP6oWHkGni1JtTOvSF+G6gZZTM2uPP8DzxpMPmDjZTxiiwGLd/hc/r0t1NZD5kqXDZ97WJ6FjkVgSkJT4skEsXnphDSHA8Jln/xJWciX966OimzxXoergraMLUvL12qJQj8IwQu/cxNDX5XvyItB/6s+uV+fwI8o6ju7hGqK7HMR8sdE6zC3kKW0I0OoCv4NNTl4rzdxY3JgDMJik2n2WRiuFA9zH3dpjvskJzXtVXpXY8DE6gjAwmrJHC8IQbtX1siRW6dxUopWwcIPK6y6QaegaI75hGsBoaqsm/M3GVz4qc8QjIqYMXc2uDZX1x2Tue+P4GTEp1kbj3DpxDBfm9qF6cg95M3FCKIB7T6ZCXtxqT6ra01qY7LRh44ncLe0aAwrLj+3BtPVxBddQVn2i3f9zX/2awSf6iWybNIYtFjeZeEk5TltjCh+8/c+QqiuSb8coV1Qq2QneQ+xKzZm3KM+pjFsX2AiM3LoSF8WlOEPu37kN07DgdwZjyAsN1h6U4nNn/0Yyy8PoHxN34Eq4RWT6KJm4scUG953nuRMwKa3X6D/gGbmTSEyl3z8kPSs/YjgwpbvcRi9eUbsFH+fRI22SG0tEllRlPeIp67dFzDyNxbxWUViLiAxpZi/2cKNK5b22AxtWSQx55OY1rzlPQdYucVl4eMOo0/UCC+3sJ9PY3hQGzUFGwi01zkoT1oTdlPRHPFx0hBbkmgiNd4kPqdZukETrmncrE//CwatfskTzZ6F+XtWBVIzASPfEzFEZZfLzf1Xcds2+dM++mKCwBbTc+hilMVbBbO3st8ntqjlQTHBPhsjNi8t8P/rvV8ne1av+gB9DF/mta1+TfPfDWC6MH+LRehslMQLEp5YGzPxw5qVPYAG1ZW2b88xIRNFKmJn8aOSn1jdqEl/MkHnvhpWS6qEzmouZScn3NH0eZHyt/oVlQ/WUazGqW3yGXzvBKXdPol5j+FnWkw9M8bav5aqcOWRcf7Nb30ONyERY+v+MqCbk1bTG2nu9YM9JC+ZHPsvuzBcSZLwHipLoDIQm5GFIn1B0RrSYIifN1SFnkPiS0s8tMDgCy7lLVL9lN7VJD5eJbKiKX51mMQVqdADE9o3NRj8vonVhN7DHj3HPWIrAYGluO62S0KhySl6jmliUxY9rwrBSRtyiNMG1MckKirzukW318dNC3kqsqQw23DntvOEC22spqa6w8Vsiy3njas+apCYFGGSk5L2nBV3US1TNp6JMNFiQGwlYOPnHqa4Q8MNVdKnLYrbbVZ2awmqXp3JLt3uio94XZRwWShBQdfET3k0Bw2SV0zshqK2p0trSNPJSuZmsDoDjS0FtAfipCZ87AbYk2FK26S1mTxbYvg7Jl5cREvJKeh7WQ6MqavyHTWGFI0RzcjnLbyoPBfdrHxeuTPyXUeWNQt35GTWa8h/224qTFdQgX2HfRpDBukLigd2v05lo2Lw++aq+r7Dwv7IKh5O0TNYQd9VptkvOcD17V0MV1rR1XW2xAHWNP0HBNVW3eZS39XBDyu6Wc3Se9vifZ3XxKdlyV24WRH9pTlAioOVD7Y49+QGkjM+OlAkJ4NrwqTFmzXpQ2GiRQ/jrhKh51NkL3n4UVEW978W0M3Kr+tjEj+mwj7qlTSpcyZOSpE9JSOUbkaxeJeH1ZJ2sR8RD+cbLeSpV4bZ9+7XqWyB1h0NvEFHcnlLJq2PlImUAtq7W+ROwa7f+xhqKoo2JKnIi8v9ZjYNWhscMmfB3lum9c4qQcrD/Hye5rBP9o4FwisGyUsCM2mOSrRgba0cMKI3ruDFZN6q5yOkrmrcuOStOkmBbSgfytuD1c3Wxg/pa6g+QUIGFF73qN3bpD7OaiqSpjWoaI56dPNyOCw8HsbPuthXolTXG8zdGaCaJou3BuiRzg/fl/5v2d3+f3j5yYD6sNgCCid8msfy+FEZPM/do7nynhRWC8pbILJgce4bm4jPdjh6ZZTZ+wNis4pmv8n1P36SyLJ4qRpDBrpjUv3cMM0hOVUMfD5M5VKO+jqPWL5FfFYTnzGYudsWCXNEUdnhkjstkTT50x7T03nmHnRJX3X43hdvwqxa+EcyTL41xdxdWXa879S1zL52Xn5O7FKI6g1d2n3Syus5KBXP1YcM7BpEDiWoj0N03mT+No1yRIQx9EIbJxvQHFCMfVMg3fUxg+JWi9i8MHSf/uINqIaFkzCkVeEqjIZJpAjp06ttbCQ9PrKiKe/xcDa3CTWk+vv9b72DTt6gvAUSExLDU11v4KYDlvbGsOsaPyRYujfMzl5UxAbpC4rGiARmdwqaqff52HWYu00x9z4Hp19aSKlLBpd/WpH/uzixZY/wskHqkoiWsudd6hs87LaIX7yoptMOoTzJK4wumFx9cg3hRYubfu81Ju+P0l7rMHNnBLMDoYbPv/+TDxNbX0UbUNwmnszsGa7RmCLLMuNq9RhcfcggsmDSPJOV6h9o7uiQuRTQySvyJwUyrU1N77E2pfvbZE8Dj/SwsD8kAP6tBv1/G8E5mcFJCWpM+WL7sZsQezlBbUwgAfVhk+VdFrNvkvnQ1S9toPyWFt2sgNdRsHx9gDaFeFLb5GG9c5nkFLgJaaNaVYPx73SorYHW/haGDy++dB1Ox5bW5ymb5mjwP2QJhitSZX7y4b8kf9YleTzC0N/ZGD0d7LrCSUtFWHx3Ey8RYHgK46W0AOe7YgdJXYbMRYHLZ46FKBzTq3N9KD3QxirZ5A9bdDPyM+06xM6GSZ8HJyOwBcPhWjU+9XZNbdwkVNNkz2viczIXXbizQDtnXOtINEYk8zRclg0S5N4L+gQiEK5JpdPp8yGA+ojCSSqK10tL248osZSYQCDkmfpGl+IW61pQ8fde2SUH5o0y6ypvjqAV1EdFZFW8mMc9nsWPCEvWqNiU9rvYTYGbR8oBpV0Bpc0GXiIgMmcTPxUhuhKQvAqhIzIHCCzpUjTWelhNxcQrQqn4mXc9ce19zd4NmaMhqmsFEdfuE1Z1tBjgxg3CX8kIQWfMwl/fxk0oFt/TwR/pkLkggQyGo8g/F6Y1HFBfF3Dfhw7Q7hU6mNkFIyzwk+6I2FH0zrqQ0fqEvnb6z7aRP6EZ+NswuRdDFNaWCJeg3ojSHDSInIxRH5fxU2xB8cDPvoThqGv3XHjFIHolRHzBpXUuw89sfIXIdEiIUHkHXyucrQKMSMwGROfFGpc9o2iOewSPF1bn0jDwsmbl7u41pfL8OyTX1HDBaBt0tov3NVKU4A+loe+5Jdp5g1aPiT8XI1QVEEWnR8YOGOAlAzo9vsxWXYNuj3fNOlU4bJA7amJd/sHc+n++fuQ3TtWRUGK7KYneTloTKiti87JRxualGrz4oc/Qc8s8oapmZUeUNZ9TqI5B6+Ym3Twc/NoOUBApB7R7NJF5qRy9iKb3l6+gLcn5S16y0EfTdPIyU/EjMkNa2S1Zb4Gt8COale0WsSshci+GmXjQprHRxegqMpdEmRopaeb+7XrJGEwJpgtWFX4hn9RlhbGnipNUtB+oMfIEJGcFuhxZkZtcuYrCUZkHTT4QIXNG4aY08zdZpC6Bm5RTk5uUm767r8HoYwGhhnB8O/0+kSWDvtdqaEMsLqnzFtX1BqajCS1ZBK4hAdQFOe21+jRvNChCVTGNJyakveOkFPnXZbE0JBpRBuxvSPZ7A8yuZuh5j8FvC0syVDFIJtrkX7OpfbBGYsGn5+kw8zeaTHwgIHvBp7ZeNpqptxrEr1qYjghMoouKyFG58a22zMt6jrl0ez2+8Y1bsVoKMyz3Ru2mNivbhU+sX8nSzSlaA/J5h6sBVlvT6hdcnlqdcYULbeyG+D77D8hJIH0wQjcpApHKRnk8nGzA5Z9RqIko7V7F8m4LP6Yl6NnSrGy3CVUV8TlNaGONwIbqZg9jtdWcuHsRswOV7QHdzW2slIMXU1R2ulhn5Jj+r3/r77FaEoZsdgza/YrcMZPGC72CZzzoEy7JzHRpb5QgpPGLYRllDHYITYTFlpGBwRcD2r3/SBwUU5T2+HzssQ8z/SZJ1ehmTGJHYrRHPKzBFm4MEk8lsMsGkWVF6r4F+ewqmviERXkr1B5sSIrK2oDSVlHjdrOg5yLYdUnMeO1n/lDM/0MBzU0O8SWf9pDH0k2aviMOuaMGdl2jWibZix7dtMK3FfnTDm5C1LRBSObjbkxaeKGaHHbegG4AjH5RWnPNPoPWgOTK1tdKkofVEWWqk5ADSXRJ0nsiJQlGSJ0Tf+TyTT6l6z3uv/k4iVkfJ63lOdXgZAVGUR8Dq6mILmjsJqQuWPQcgc3/rYVdl00K5BlRGgafFTHX/e87QPChFVoDwsL2+h2cjKJ0T4fMKYv+Ax6xefm7n/vcmyn8XUw8yC8ryWnVUNohApbl3TYLDzgElmJlF2QuOzTGAtJPR/HikPlejMjpKPUfq6N8uUdq6+XZKxxVHPm1PaI4ng9ITfoUnhSQvbVsE1lRJB5P4Kbks3WSBjf8wlHCVZ/Jt0PxFpdKLUa7TxN9LU7molCbur3CcW73ab7+7VvJnQ2u2TfeICzNfli8zf/1hfuILsrnGYk6tB/ro/B4mJVtom944x4t7vHJnJScZKslHcKZt/goQ5OaFBhC0LQoXieivORVRe+3w0w+JH7enlcN1LYaFz7aQ/n2DsV9PmOPuSRmpYNjtuUfoyX0uN6Diua4T/qMReGwdLgMF+prpD1u1/+/aNUqpUaUUs8qpc4opU4rpX559fdzSqmnlFIXV/83u/r7Sin135RSl5RSJ5VSe/7Rf+unVv/8RaXUT/2vfjaszv8OmWQvuHhxGHvcF3rKqnqzU5A/t//XH2b6co8A0DOK5Z1hEhMmbiWMmwwYfkpUiHN3QnJSTsSV3S7ahOPH19LOmfQfFGWbt03wVI03N4hPSeRSYtIgMe/TGFag5QPu5gP6PzCB4ShiV2yslgheKps19RHF9N1htCGBtpvfIfgyrYD5CPHFgMznE1htjTqYprzBorrGkgSFrtzkQdKneE8HJ6XQo23SVxyshiJzAZpDUj2HqvIZRZYVY39qMnebxcoOk/RF6H1FkbnkU92YoDEeEFuUlmxiWhMpezgFn+FvmKQmBO4e3lDjXW97mciyurZQOSlp3WpDFtHlGwLqm9xriSXJCVHR+RFZcOproNkrVVXmsk//QRfzGzmiKwFaK2bvgeW9Gi/nkX4twvxbPdZ+vSnt1IbI75d3v7FhSWqJXdcsvqsraQppk9i0JVVGT4B9MUpqIiCfbRBZES9obEETqmrMtqSBLNxoUNwuh5q+QwFWVyK17INJatscZt7mE3x0GYBQVVO80aPVL1iw5mhA8pJJ/FRE3usNdZyUEJ0A4tNSgZsdqK1VmC+kBbPY0yZ3tit0nMf6AEifMUkcihIKu+TunyO0LCnz7UGfj3/nA9Q2eZKcchXyr/u0+kVY1BoUeLibgPaAxuxoxh916H9Z0e4NiEQdrKbMpzt9Hku7LdpDPyg5UxM+g88Y9L6mMDvih/RDsvGNfUuTfDJOe9jDammpbpMwf7aXUE18fZ2CJj6jcKfirOwVtNvAqx5WWxOfFTRke8ijMWyw/5WfI7Cg/xVN9pBNY8AkNmlROGQwd6uN4cm4IFRVVMcs3KSI/6bus+g71CYx2Sa2JCCI2oYAP+vR7hOIQfYjU4B4cOdvtijuE0+v4chCmzulceOwsk8qoeaIgAjq6z0Wf7xDdDnAt6X6aI4oWTAPWDzx4i6iSyKmqm7xaA5LoERjncfAAZ/4NPS9VCa2EFBfLy1eJxelugGcDW3CVZ/UhE/qqugGzn/kM7zwX26k+1gv4bK0RPsft+l/rcPIFy3Mtmb2DuuaZciLQX3YIrKiiRY9ek64GNdXWHlzh3BJ0dnSJpFuE112GXhFU7wuRP6korhfMHTdjCIIC+rOj0D2oos73MXoCoFs8m02fkJQnnZDxladvoDIstwDxd0BsTnhVFfWGzz+8m7KG22yxyzsBZvMEzHi15XRJhiexovBvp2XiCwriWyb0LTzCr1TFIOtQUWrX2O/Hid3CsLL4o0ub4Hs3yWwOhr3vSUBPWxrEV0SWHx03sJ0NbUNPn5YlNXDj5qYMxGW7nXE51oTZnJXQrAwHY1Vtsg+Gpf4sOdSGF3Fxj/skjprUV0bojFoYDfl2WmMBShfkT+hWLw5ILxoEoRg5UYPpSUUvDPWpdOD6GB+yPX/ScXpAR/XWm8FbgR+QSm1Ffh14Gmt9Qbg6dV/B3gA2LD6z88BnwHZaIHfBPYDNwC/+cZm+//u0hY0BxWTD0jLcerNJqkr0HvUQxuCSlrZoSi/pcno49DqVdz77oM0xsQDOfS0Yvw7DqUdacK3rhBZEEm9NiH9uk3+dUn7aPUrmr2iour7coTG/jbRsMsTv/JJmoMyRF/ZYdLNaty1bdykzDjOHh/D73VWiTc+vT8+xcArms6AjzviEBNfPee+vgkQdqvZVszcpyleZ1LeJhuMH4bWDS3CFalWa+MG8cs2QccSluzhGDP3hPjQ+59i5d4OubMBxX3BteTyTo+meF0Eq6UYer6D1dFYH1zCSRosPdAlPmPQGJZKdmVvwMq2ENnjJp2MSXWtQX5dieZyjGc/dTORu5cpb5dUkviMnO7K2yVXNHXBRHVMwiXZOOprBLpd2yxGbC8mld3g+AqNAZPpe02awwonadC+kiI6a7Lhiy0i2Y4oUy+EWbgxwdq90ygttKT0RTB2VMmd9olPWLz7Y8+Q+16U/tfaVNcaWDeUaQ1oeg9BYGvmb9WE/yKHF5PN0XD16oPiC6/ydU3+lKay3qC8yWTpBljaK1mNRtXi6gN/QePxfgBq6xS5w3LqdVMB8WmDUF1L+kdeYRxL0v8qmB1NpAiVLQJ3d5OiGA1XNNFlReELMUr/qsnSjSKeavdrjPtXBMg+m2DphUEy5+HLP/eHpM6bWC1FeNmkuFNT3SAHHG1AbFZM9kt7DdyEZIRaD64wc2cEN6ZITBq0L6Vpjnlkz2qIBPQd8ogs/EAROPdOh3ZObEfxaUV5m2yIzaGA2piFtiB33KTVb+BFFJ1+j9QlESflzwovWDIlFZnTBpXdDivbbGrjBsW9Pokp2YCbwz7p7wi5amWn5Cl28tKy7qaVRKw1ZC4f3lHBTQhYoZPX9L2mWdkZ5cq7oizeIDaW+LTB8HcEvK1NmP/OGADHvrOV2ILC6Bgc/u3PEFuUmLWl66G13rnmWTbXN4jPu2ROWzxx85/ihyXWK7Yg3QsVyOwziPssXh/Fz7mkLlrEZzRmB6LTFjP3GDgZxcKdOeqjBvkjMsP3I9IJyj4foZM1WbhZURszqI2Z7Pv3D9McUjSGNakpj9awpDIt3BDBjRk0xsRXWtwlK3O3x6d5W2OVyGTTTZtkPpek97GwMHLPRol+PUO718bsBtSvc4iUfWJXbdzEKmd6RtS6lS2a5Z02yWMRIiX57+uMS+qcRX2jT2lLiPoa6WYFIUjMykaiTRnhBCGBMLT3N9GWtF+7GcXBfZ+nm9W0cybdHS2mallMR/OFD/xXyts02lDEnpKW9MgTTYK+Lq1Rj6VbfDlkKkH1zTzoC1v4lQLVTT6xQzGCEIw/1lmFVCjSF0zSE75ElY2YBCMd0ocieFFFckLRKUhHqLpJBE99r4nToTmkMNuanmMBU28Rv6ibEA+11dLEpxW/8bavYzpQ3A7JyxbxOTkIJC7ZBKZ0++iadAbda/agf+r6X26cWut5rfXR1V/XgbPAEPB24G9X/9jfAg+t/vrtwOe0XK8CGaXUAPBm4CmtdUlrXQaeAu7/X/58S1qSWPIGR57ycdKKqbeKACK2qAnCmtT345Q2WRROezz1tRvIn1DM36pp9ppM3xOmtlZRP52nM+hTG1e0drSpjwd4Uama/Igs+HZDU9piEj8YhSdyDFgJ3E1tujlhPqYuQyLZEZn7sKQm5F8IEarJHHTuu2NU15jEJ016ng5R3ikezTeQe+1eMTmbdRN3c4vBFwJaBUOM3i9Eib5jkZVdokhNXQ3ofdFi7FGZ2QUhzVc//SYiZ6PM3xHQ86pBMN6mvk5mud2coveIS/G6CK0eg5WDfRKbNhfBbMvf9yKQHq3i3lSnm5W5ZLgiXqjelyxavQYrK0l61xXFYhDIfCxUNjEdgTYYHiSnpKIZeMWnm9H89Zv+Ej8CQSRg4NUOC+d66fSA2ZLWNlpmH15MM31PAutQEicvnNX6Bp/lr45gNRRuUuaoxqtplvcKDemJf3sHG37+LFcfCguq7RsZkZBvEpRd/phBY8DEcDXRFY/mgEF9VJGYNIktiBK4uOONSgvyG4oYXVHzpteXWf+Fn6e2TXrPXkRfM8wXjkFsUeadnYJm6LkmoRos3iCbaG1fBx3zScxqOtvbEhmVVLT7AuojJuVigswp2YSVB/rRPCPvvULupEF7zMXsan7iTz5OfFEsAuGyIjZvkLpkEJ/tEF0WBagKIDEJ2XNi5Uj/XpzMBUG41fZ2SW0qkT4r313+ZZvZ97kkpn9wXI6diMqiuscRP2TSIwjLAU4FIvgJbBFWtAY1oWxHMl1jik5G7s38aRe1mipkRn2amxwSs5rEZYvyTp/JH1NkT616m1vQd8in+s4GpiOWsMCWgOr5hxxaeZPglSwDrwq20V5fX4Wiy2ceLkurzE3Ci3/655K0ctW79gwpLUIxo7fD9j/6GMrTROZN+g5C8kyITo8ESa8pFKmuC2E3NA/8za/RLihKt3dp9yhae1sUjrdojnpEZ2z8MKReD2E48nm0++QAi5acy9iiT2swoLpJ5pqlLTZmV5TDi3f65I8LnSxSFK94dFFAEtVxi1DJJLbkMvz9Kq0ek9icrDfrvi7vPzZtkno6TqQoa1Blg8HsnYrqGoNwUew8zUGxyDlJk/TxEPM3m5gOjH23yvL9XeyWptOrV4OwBQDvRaRVnXk1JPe3pzDuKmE3JGJPm+BGFTfdcI76Oo/SrdK5UB4kXojRKUCoLpvepqd+Drshv849HqX9RC+BrXj3k79AYsKgm+EaV3bxxjj558JEpy2MloAanLQiez7AWrJp94i1zGwZNPe1Kd/cpT4cppvVdPp8ossBi/vExlPb6GNOROh7VRwKoboUS8X9Lpmzq7qEAZNIUUYwKFjesxqs3i/2KScnz+UNP3WM3z36FvywJjkhh4JIWRTbjY2OgEqSYFdMMids2vubP3Rf+t+acSqlxoHdwGtAn9Z6tZ5iAehb/fUQ8I80fcys/t4P+/1/6uf8nFLqsFLqsC43UT5kThki+d5poxUkB+oixAgge0pRWyvqtMV98iF28or4lImXQLiiZwNSFyF3zKDb45N+JUL6otgwoisBbkLaTpmLHZQvUPLa+oDtn/4YfsPCT/qEagrrwRXcw1kCC7QVEFkRP5PhQH3EoL7R4+THH8FwRXo/8KyBN9y95nsMQtAcguSkInIiRnGrJfPUmqK8y6f9jT78sMjbUxfqlLbB5NvSdPa0JNezrWmtd4hNySww+XKM6IKQ/9sDPo1hC+4tYTc1w890hbVak0XRTQVElzXeyznMI0m0JWKC6iaf6gbNyn0dUlM+xlIY72s9dAoKP6qor5XX3hhWDBxwGds5x+J+uWmnH9AEEc3HP/lRQlXFui97zN8YITZjENpVxnSkpay0sIXDZUVn0JdDyHnJNTVaBoElaENtimHfbmgIYHGfgZMyeP1LW8kfV7gxRX1MsfYrNUlpV6Lc9aPy966+V9SBsXnxnSpfE1jSoizvFGl+9XiBzOWA8lbwnstjdhXZo+Jb7Dsc4KSkMgdojBgkpwIMXzF7ZxwCIa0AULHpeUmA9kNftJl6QGLr/IRPc0iTPhYmXAto92p6jwW0BuHUxCChhiZ71KKbEdjBwo1yoGr1a6J3LhNqaC5+KEzmokNtHQRhyShcuknj7mxw+b1hXv3Un+HEDUa/YqC/l6c5pK/ly4bORVH/qM3UWO8RWwowyzbNIU3fsxaxeclCVAEs3aTJXHTobG/Tc0xjH00I9GAxwG7Kd1L+uQbpS/KMhU9FSZ4O4SQUzR0dYlMW+cMme37mJJGSzLpCFZf2SkywglraldU1BkNfs/EjMgqYvT3Mje87hjORwMmK13rpPoduVpOc9bGasPFvHiayIqjI9KUfgOt1OCB8MiZhzzHF4MsdOlnJJ0XD7Ft9Zr47TqtP7n27DukJH2s2zNYHz5N7Isrc7TGUaxCf1XRzQrzKXHIwXfHoxpZEZGU6MHevpNMMP+MSLiuS9y4QLsmoyF62JGRhzGfpFk+sD30KqwntXqni6iM2Czenr5n+DU8x8ZYfiE/UagvbTcpoJzFlEIRFXxFbCQiXNH5URkGhuqZwQjaQ8/8iTv7pCAu3BvQd8uk5pums65K8bNIcDYisKMI1zdW3fpbYvCz3gQ3Fd7QwXFmPXj6+kf6XDHq/b0uCzZwIc8JF6DnahQA2j4l+pLZWRFORsqabgbfuOYnhavoOO8LHRmL2vJiiM+ATRAOC2ytYLbnPvYzP1veexWoJ/zkohbCnwpiOxq4r1n2pS2PYIDavCFcDdFjgF1ffniTU1Kzs1gy8XCMyFaKyPaA9EFBfIySx6IomWgwYeMWnuENm24YLI09IhNmZ39uB74nntDGiqa+RgA2zC33PWbR7RYEtXTZN7ED8n94I+d/YOJVSCeBrwK9orf8H/K3WetUV+X/PpbX+71rrfVrrfWZvhKEXPCrXrT40SnyG/mtZtAmFIxU5kU/LDR4uKzp5RWJWkjGUB62tHRrDBqXdAaUdAaPfC6huFHqFH5WWabgs87XZO6P0He6SmJGswe6+BonLNmbSJbA14b8ULmhjs4NdtugUFCv3dohUAjKXfZSv2Pi3D5Oa8ulmpc2ROhShuU1W4sSUJlQRAcDwmycJ1UV+7SY0oaJJba2oVENVzdzdaVKXxOwcORqT/NGKjxURrmyzX6Dcmcs+hWfCWA3xr4W+mqW2FpZ3RyT3riXZiaGyiHxCVb3qz9SUtwjwIXNWMfiNEL6tyJyTSj8xI6c4q6HInhEl8+Jem5kDQ5irHiejKUbxxKzP0PNtFvcJeqw1FKCezhKqyGyjPmLQe7RN+C5pl0cXZGbnpCQ/z8nIQSNUFd9bpCw/O1STFlhizsfqarw4DLzqcOEjCUr3tcmf9alsMHFSUN/mkD1sE5+XRSbUCGjd3aA+bJG8qonOiiDMaiqW39nC7EJjnbSEeg/JyWb2fqksjK7QWLoZzR/9/h/jhzTxeY3d1Kz9alVeW3+L7jsqtPoU87eY2DWT4vUeQ0+Kqrl7Wx0voojPSgak0VXotkUnq6hsEXJOZYsmNmcQqkjno3q0gJNSrP2KT6vPJj6rVu8Hg9hgg/iLCSJLJmu//lG6OUV13Kay08V0ZJFu94kauZv+gbCh9xWT0lZFpKjwUj7NQYNoUaPbFtX1QNJlaU+I1EsRvLAiPr9qQ+qVlmnqErTPZTAdEXhYbVF1G57GCnn03jXLV/7Dp3j2pe2kLov1YvbOKInLYn9Z2WGKcKoOjX4T700VmsPSATnz+zvof1Xjr2kT2Iqhb9mkLoNvy3w3VJVN1osK0QtEJzD0pEH6si8q1XU+tfEwblwOVn501Xq02aWzsYObVOTOe0SWugS25reGv0MnL+OX+LRBaZvMcLspRWVDiPmbxYdZ2mqiPLmPhp4waPcK7q816uP/fa9AHboSDGE3NMpTGE2T3vdMyWsrB4TLQjTqZsQyE6qIOjg+rcidlu/HcOTezx2V7FPDkZGO1ZLqfe4+j9/7tb+gss0TKH+/ojZu4EehcNBkZU8A4YDlnRbzt2mi58N4UfBjAZkrHoGp2PTXDxPYsKdvRlTfM4J1dBOK0ceFqOPbisawor1aArkJaA6GcLJwcb6X6gZN4YZFrA7U1kh36MjKMPVxmHgPuJuFHtDpCUjM+vS+KklI+c/GKe31SF9UFF4z+X9R95/Rll3XeSb8rB1OzuHmUDkXKqFQyJEgQVIkSIpJTKKyAAVbEi237Xa3LVm22pKVTUq0JEs0KZoRJCCCRM5AAVWFyjndqpvDyXmn9f2YBxeyR7O7x/CPjzpj1CiyCnXvuWfvvdZcc77v8752YiNOVtOcCDA7kpRS3i6zxusPRCUdpyaRfwMvSUHrDHm0Bg0SUwZLNyaxW5A+a5K6ZJA/rnAyomyeeZfGixoMHJZCrDWqqWyyiK0EmE5A9GyE1BVITItPH0DdXKU9YBBdUkRWJBlJW6Kh+WGv/08bp1LKRjbNr2itv93/48V+C5b+70v9P58F/kEaIGP9P/thf/7//L0bJp2CyeAronKNzWuq2wNy53zcosvVD2VpTvTnKDktqtuq5ETGlgR6HrkYIXPJY903XayWQW2tzdpHHXrbO1htRWpKYOmJWZfcWZ8rPyEPoJMwUBfjYth+UT7wxphJZbsGT9BwncGAzEsRQo2Apb0GhTekWiptNXnnB98gsKRCDE+J5Kw5pujlZYZy6cgEtc0+7SMFyQ5dlo3Dbop/zItBqCnRZdHlPi3DAONKFCetSMz5lPf2Uw06muxZKO+WeWn2HCRmfJy8tFRjcwbBphbalBsjeU2TmBY0IEpmddV1psSQrYHKNo1vQ2tUM/R6j27eoHBM4PHjz/Swmn17zbzArKsbLWrrIvQKmtZYQPKqQbco3iuxPGgufdrE/O857AZ0B95isUqFHS7J3Rifk4Jgaf/bDE1nZ5uF9zuYjqDeFveFiM6ZpJ+P0skbxOcCSYdZsHnzX39B1JhRmHmvT/i1pMDM39kld/sCKtDikbsWFybqvImThvMPS/Vvr9jkTsosrLHJR/nw8Ud/RdqD725RXw+XPyrRdem/TxD6bgYQIHh4RZG4ZLOyS2bm2W/GiZYDunkBSndHfBKXLXb95CmSV8SKYfSEJlTb6lPbrMmdlc/Mjxg4SUVjdw+z0ycmNcKEqwGdEY/MaVGTVne7JC9IF2bwsMyTIiuKxPzb4qCVvfJ1YwuazBkLN6FZ3K9Y8x1N7gxEz0bw4nJSs3qa2nrF8j6hErWH+2ODS0Jhqm6hz7mVDcA8l8D9iyHue+w3eOzH/4CLnxWIvh+W6xrYEK5K+zM+7/PAL7xC4hsi4IhPC7BgeZeBXoxQ2+0wew801sHKHoXhSjutmxdD+1sqVMOD8hYJrA/XpE3bKcpG2B4VNKNRszBjHuNfF4tMfdxi7g5Rrn763/0GflisJYlZuVc7w/3ORE/yY6s7PLoDPnZD0ckZ9FLi5VUBjD4D8XmX5qjM2kI1TWLWx2pJK3P66UnagyaLDzii1I2DH5V5bnJaDgC9DEz+/AVATsJuEtr3N+nc3qQ9JPev3YT6Fg+jYXG8O0HmlEV7SHChqamAwJSNT+Uc7CUbq4V02eIC4I9PWZQ3C7Fo8u/beFHNG9+8gVAdkpcluxMNtbUWux84y8odLr2CCCTlEKIpb4PugIeei1B8E6rPDeFFYeigQ3RJ0fvuAOmLoHomidfE260Ge8y8S7N4W0CvEDBzr0nusEV1W0C3qBh8Reb1D97zBuaaJskZn/wpn+FXeihfrRYSWomFp/imJnHepjWm8aOS8hSqyqboJKG8A4KUR+y6iVU1sdoBla2GJDZVZd8wfm4Jq+WLlzgpTge1v0Z1iybymDzPY++bwotBebNJasqjeOJ/wceplFLAXwFntdZ/8A/+6lHgLWXsTwLf/Qd//pm+uvZmoNZv6T4BvFMple2Lgt7Z/7P/11dtg7E6vA43Aq78+F/QLhqkToUYfbFH6oqmNaxIXJdZUKipiS4HTL9XE64KW7O63qK0I0J0SarD5V0R1GxEaDR5ac3N3Wkzf6sicyxE+XYHu61JTknu3/gnrlC6QcQf6YuiyBs4EkCgaKyFmY+6uDlfWrgmeHHNk4/cRKihqa0XzBPI7yMviYIrfxKshsHg6y7NjS6N9YLSi64EDL1U42Mffp7ydkW4rFm+05XT8Tab5FVorBOxTnzKpDVksvyhtswGO2LSXr5J5myp8xadA01OfO7zuG2b5pjB9LtF6l/d59BLGcSnDSLLBpnL4r2MlBSFNyUsevRFj6V9YZqTAb2UgdXWeHGTcFWq+sCC2qTdPz1KEkNqYwUvJuzdbk6KmsIJTeJCiMBUDB1s4iYDwtWA5JSk1NttOQUHFrgpiC4ahKuQunWJIFBMfMViaY9FfEYCkVUA0bJ0ENy4ops1iawodv7Rw1T398hc8sm9LjzLbg7CEYfyS0O0RqH6YAu7Ia243pYOXlRjLQnFZfD1gPo6iC375A8b5E9pMDRmWxE6nCBUU6QviuWhNayEDLOopW1sgrOvSeG4wPdbQwbdjEF3TY9uuh8v1oErv7OVXk6zcqNPpKSobDSJzZgUD/eDwTfIQu+9o4oV9ogvBCzvUfz7mx+hMWFQPCjcz4HDmvzrYiLXFsy8Q+aCmSveqjIZYOzpgNqHmlS2iK1DeYrI+jrzt9gsHxARmDbBjyiKv3SV9CVN/Lr8+8yFgHBDQBKpq0Jxaq9zsToCtYiswNw9kBir86G/+Rx2WdShKhDiT7isqW9zWd6nWN5t8M1ze1i6UTYgbcnvmQsw+kJA4kwIq2lgrGuSOQuTt18nsPv0sECY1SDvtXjCoz3cB6Rf02QveHTWOnhFh+wFl8iSwdjfWdR/rk5iRtMe1mQv+AwchtR1mWdbDZPmuCEWJVfeT31tn3A1Y5G8ZKIt6RpVdkgRUF8HgaVY3h2mt6Uj6varDuWtFtqG3AlF4YTE26UPRfAjGqsJvWyAmxBymOHCHQ8e5fCxDQBs+s3TdNY5GEeTJJ+MEzlQonyjR3Ncs+Y7ATrv8JenbxP/8TqHbkHRzRnofXW0BemXI2TOyeYcnw8I1WRNaq3xaG/vEikppt4Xw0sEdIYClCct4Mp2+VyO/W+f58RjW0kdD5E/ZuBta7F0m4/h9/UMlywKx6A5ZhCfF2xdaXuI5kSANhTtdzfInDIIPSDK9HDEAUMTzncwx9qkLyhCTc3EDwLMLnhhRWzO4NGnDhB9Icnc3bBwwGDh5rBkJfsSnh5bEHvQyg1SkIy8LJoIpaGyU8It4vNSKKm2SbcYYHUV198D8VlNfYNm+DURSpafG6a+JozZk3gxP6pxT6ew2iIq6g5orj25Bi8qnbbyVou52//XfJy3AZ8G7lVKHev/eg/wu8D9SqmLwDv6/x/gceAKcAn4L8DDAFrrMvDbwKH+r9/q/9n/40v3iRtuTOgUTtxg7289RLQU4EXg2gMhiTka87Fbml5eUd4OO3/1JOlT9mrfXQWSCu7GZNDuRaFwVJOakhOa4YI73mPwDcif7jL4pM3SfkGVjT1R4ep31lM4JlVt/a4O3YKm+umGmI6vgloMkz9skrncozOgufDZL4h/7Q4P05HwaBB15fJuG7OrKe+Q99XNmwy8aJE5Y0h7NIALP5ugF0iUWHzRI3E2hNkR9aA2YewZTS8j1VmkHBAOezgpRXJKQN9rH/GkzdqWENtd//FhNv61J/zUaYv2qMZesgVD5kJr0qMxblLfENAaE7j4ic99noWbJKR5w981qG0UFml1/ds4Nz8i88vOpCiLvYhCa7UKSDBdsbH4nywRquo+qixK8Qj0MoacrsKK2JLHwBHBaZldqShDdU3laJH8UxEqG23CFXBS0qpyE5rKRpPonElnQNHLSAdAeZA4E6a60ZQIuZJ4La2X0vSKAW4uwLsep3jMw40qJv/GILqsyJ2R95v81WlyZzSNUYvSXQ6tEUO8oTZYt5eFshKBxiaX1lqPwISVm3yiJR8vrgm/nqA1bMo8vCvXyFoKYXekrUcA5a0W2f3SoHHjkDsvJx+t5EQVXZTPr7kSJ/NEjMoWhTvk8H9+/eNESppQM6BbUMzfBuWdmthywMDhAKth4MU1c3cYuJm354GNcRPr1ZQUAUBkX5nexRTDr7nERxpEVvqIRBfOvrwOuy1zpaVbRGBS2may+X0XqG6U1mb8kk1sQRPfKupmPEXqyymspiiiKzuk82N0FPt+4RjhOcHaGb4i9WyMgcPSziuc7KI0LN3u0c6b+NH+czgXZ/lOl6uHxpl85xTdcVfmUSPy+bRHfWbuFWGYFxHaVGWTxdCzFqpliZ8XaBcsnIM5nKQi1FA0R0wSPzPLwoEQoRpYHUX2gkfyKjgjLk5S3v/SAfncDF+EOYWTDsmrMgZJX5KF10mJora9scfSvjBmF+LXZcNqjAuRKTnjSZLQsCZUN4SStL+Cm9Ac/qvdjP9Arsf78seIXQyRvC6CL/fFPNEpW9rFW0KEpsIkn4xT3QzhOZuRl5q4cQi9kCJ9xaM1JnP9xLSmtEMUsv/iw99i5FlF9FyE+FxA/qTGrhlkt5RJzvgkrweEaoLd23Po49h12PrRc5T2BZjn4uQPmTQm5XNpbHMo3aD6817piAS319DhgPiST/zxpCiUny8CYL2cJnHJJvR6EtMMsNuapXf3mL3L4uGHvkP2QldcDZflWbIa8uymL0v3zHSEc7yyX7QC2bNiz7v+PjlJe3FNkPAonPLoDCga2xzCy6YgUjtgNSVbOXHNYP6WCL2snD47A4r8aY/YkrDNrY7CSwakLwdYLSnw0ZD+zAzdvGgsftjr/4uq9mWttdJa36C13t3/9bjWuqS1vk9rvVFr/Y63NsG+mvaXtNbrtdY7tdaH/8HX+mut9Yb+r//6//a9QarAbl5uyNi8YmW/HPfn7pX2ZXxOLmj+TYPFO326eVG+vji1ntaYprXGY/L7HrlzLkZHbt7osqD3UMJ77BZlswhfjlDaqVjeFaH38QqZs4rcCcW1f22SvuKxvD/ASSpih2KEKwr3RAY/pKhthNxJ4SfO3i2WkE1/+xC5oybRazbdIX81XSSyohh6XW6c/HGNv66DViKx1qbCj8DyXkWoZPDUn95GaneJ5ohF6rogpPLHZCH3QwatEbmCrRED+8k0Zk9Mw81xCGwD874SjTUyq2hOBrRGI/iRPuC+rsic7Q/obRh7WlHb5WC1FSMvCVB+9+8+zLmf+zx+BBZuSxObF2Vqa0TaWiD+xcBWDLwo5JryTk3rTJbETEBkWf7eSSoM9ZZIR9MaMoktuKSvuHz2Vx/HamtmPyWngCAkyRetMfo5iorlW/tevhBEyprMpYBgXYfUNbmzA0tOUvXdPYKQ/O/mWg8nI6q6TXddxWprdMZFR3z8hLSnSzfJyd9Nit8N4Orza1jeLaCEzX/Ypr7VJbIoyDyeylHf6tHLKAgFjD4lBnC7Irae+Iywe9NXXLyYprJN09jiEikpWsPS5hTmMfQeHSB+zSI+r2mMWZiOQDaa+zoYbj+jcdqmMSks5NzBkJwk1gksIndOLCPJq7Io3Pd/vExsXjbcO247TfbE24+2m5R268ouRWdQETyXQ5uaf/5nXyL63TTdQj9OytMkroGTEPpTdMbC7ImZ/ciFNdgtRWODACfMnsZ/IYfVVKQvSivTyQoKMHdSkbwqi/KL39tD4rqmOFoFLYWwG1OMPRtQnwizvMvEiHskZz3yp6Q1qg1N/EIIP6Kp/9k4k49A+ryxKtiKzZhkzyg6wwGJWY/anh5uQhSi0VlTFviesEpFDS+A914OZl4YJzan6Q7IKbC2xiLU1MQvhrDb4imNzRokr0nhVu+DLPwQuClN9d4Or/2nP6c37BJqaoafsCkelyBwLw5qa5NQXRwAM/cYtMYCMhdFT+CHwfp+hlBd0SkqlvbJ/O4//+xHsJuw9E6HyhaT5jpP8k+zHlZXk7gup27TEUB6ZUuczmBAfZNPa0isN9FyQKTqY65rEilp/t33PkR5m6BIF97rsHSgPyd8vUB9jUVnwMBqynUfTDZojWteP7UebUl6yp6fP4HVUiTOhsBX+BHB2zVHDeobQR9KUzxo0howZS46IGMVkGK9NSqs7U4tQqgZQClM5hz80d99gEs/afYRe2/vQgoR1uV2L7N4q6Y1KqB9LxXQHDNYvNvDLltUt0DxEKz5BszfJkCc5OkQkTLkznlESiJuCmwZdUVKkuVsOhIOXt5ssXSzT3xWMH8q4zD+8EVCdWiNaNzNHS6fGWH0pf768UNeP/LkIKstBvv8SWmFZU8Kmk5bgXi4FgKqWzXNCfHfDb4h1fiaP5Sh+8BrJqVtIaY/7ZE9rRg40qZ0qyOm3YJB4YQs2OkLIruPzckiU2/E8MOK+kbwzyVRPgxuWKG5zqe+1UX5/eo4IWDn+nubsqGFNYlpaSOAVNbxqya9vmPVi8K1B8L4YQnOjh2OSYRNWJI1KtulGBh63cPsafR383TzMnN14xKHVbuzS7soGDLli1Ajda1PqukpokuK6jqbzpt5rKZi7LkWhqOobDTIXvDl1L3WW0WYhcuaxRsNBp63yZwDL2LQGjFojms2fekhklOa2m4H05GZl9lTtEblpho84mB1BPhgtzQMdzE7itp6g/aI+BGbkwH+N4sEYSjvCfBDsHRjmOaYxR89+W46g1KMLO+yGXuyysL7ZYWsbZZrP/iiKS3cuCy8y7sVXlWwZOGqpjfiYjqa+LkwblzTXAPDLxikz4uVYO7La2msEfh0/qBN/pCJkzRIXLKZvSu0mjQD0kqPLSpMR1Hbmmb4GZPOmLs6r4vOWvzWT32Z/MshSjtNEteVCNJyouyurTVZuNkieRXIOGRO2CgP6ltd4rOK1kRAdCnAi8mDrQ1ojYnNZOy5AOtahF5ONvVICSbvuibtqUAWBrS0ukpbRZEcWMLS/dr5vbRGNOu/WuWFw9v+B2FDNy+mcm33FwINY8/6/N7Uu6itB3dzG7spp2OUbNpmT2G3IX1RJPmDz8r3yx03CFcCauvkJJW9a4HqNo/AFghHY0JazZ1B2SXTB5ZElf31AoElgq/SrS5L+0yqW+CWd50kdDFKeYtNZbMUKNEFk+R1CV5HQXmrTXrKJThQk7dvSJt85AXN7N0WqRNh8qfFy6cC2TRjSwFeXOPHffKnBSbhpgKGDzrSoSgKPCF70ZVFuSmntujdywy/0qKyHdwYDL1ocPWDUthEFxTx12Ns/PJD4Is9pDFmUN4SoroV7DtKxJ5K0MuK3SJcNgjVFJUtEMQCets7vPp//Al+CIbecFYzeisbIoRrmujZCMVjHnbVpLHeJ33KpnZXh05Rfi4/pFE76jhJ8e+GSxLynT0j0VjLuy3SjyVojaj+iU7sM2tHVgiVDSKzNk5Knsn6DT38KHTGPBa/PcnQQZ/EJZvotI1T9Dj/H7bj72lgNzTbN88w+JrCi8haYTXF8lLZBo21ml7BpzPhSn4pULlBRjDxeZ/sIZu5OwySVwyqmySCb/T7JunLkLrSR3cGcu9UN5qEv5AjdV7Eg5GqrJ2Zyz7p4yFis1JEAlQ2h/CGHLQh1y2+4NMcNalu1diNPnd6oQ98uSYFrNWSZ270Wbmvhl/1mPhvJue/sVmIS0uK1MsRSHrMf6ZHYvp/gRz0/++XH4bUVYEcWB1NdbOmNabBV+z59w/THDUIolI92C3dp99retkwuTOyGGgT0i9GqK+HmXfESB0L48Xkz6sbbKyWUPM1gmerbvPIPRWRdI71TSIriuoGi5UTA6iMQ2zKXiVbtNa7VHcGJL+f4MxDnydcVn1PlfAUza5EVr0VV5M755E9K6iy8k4R/ETKAb2MppsV+k59s0d5i402FYkZTzaNhITYWi2FfT6KNqGxycNqibCpvNWmvl6IM4EtSQ69gkC05+6Ik7oCXlJTnxTxQOqs1U+BAZRIsL0o2J2AyhZJJ/BT0tqtP9BCmQF+RFrD2XMyRwG4/lmP9qCAB8p7AqJHY/gxTWBrhl/2CNU04ZIg/uy6JnPSoLHDITYvEnHDERFAY08XFcD5n0uSfzpCdFHUvflT4jGMzykS1+WBiM8olGvQWedw+88cxipbNMfklIQBQ6/58lkq6VY0xxQDRwKMjkH9vhaxFZ9w1Sdc1Yw+7wijsp+Xqk0puLxNEo/WKRrEpkR80x6Wn+u3//RTkqBxYBG7JYK19DWv730E5QvyLPeyqBuLx3oYbVPu5QsGi3fI9c6eCzj6hV/H7Cq6xYDeQ2UiK4qBIx7ZIxZmVzP7/Uk6Iz61DdAumoRqkmjvxeQ03S3KwqXOJNGWZv6uLImrJtVbe6vP0MVPfwEMCJUNQlX5jGrrbK7OFQhXFCNfC2G49FN/RMFqN6RQqa+PE1nRWD35OWsboD3YLzLnFY0fDDH8gtiJZDQg3l6rpdhx7wVqbwwQXRCV6vBBD6unSR8LkZgGLxFw+Xe3Ep/TNDb6nPrVz+PF5HSoDTj3s1+gtF3SZA78ziHaZRGfDL3eQ5syD86ehej9S5S3yEy8tcbDD0N1kyJxDTKnLWprTXLnPYyeYu62EIYPqfMmmbOK2lqbyHSIxqQI9vxHCyweiJM5B7FlOWUNvSyFbXJWxCXhskK5ipXbpOhu39qkcEyjf5CnPaLo5mHgqEe4gqAIm4qP3/oaft3m7s/9Cuxs0Byx3+Y9x2RTCjWg8XM17KYid8KgcaBD/FCMUF1sRsqHb934ReobfVLTPqGqFBH2TyxSWw9sb2C35YvmN5Z4/28+J7Pm744RW9D08jJTtzoao2rjJjWJSxa1rT5jv3kRLy4dvswJm/IWC2chRi+rWPjyGvb9+lF6hYDyvV1p08/KIQNg/ClN8pzN8h75/797/39HGzBznxB7ikck2i51BVp7OzRHTVrvq+P3aViJ68iMekCUwX4YmpOa+dsVzU0ulY0mhqfJXHZX7/voSkA6+1ZCU0D1E028iCJ1UZ4Pp99Fyp3rUd0KVskiuqzJnfVx4gaxBZdrHw2obAoRrmratzZpjQW4SYXumsSfj9PL/fB96Ud+4yQQk2psQaENaQElryni18R3Y7Uhf9jE6irMTy/RzZpkLsDcnRaNcYPUNY9uUVPe7ROfVqQvBnSG5PRg9KBze5PogqK8xyd/UtOYMMAUUEBpv0f0mURf4i9M07H/bpOY0RROOEJWed0ic8qgfIPm5t/8RW768ROSplEx8KISmROb12+r6VJi9FZaAMZKizAmtihttOiiIazMtCZc93GTpkR8bfWJzwe42UDCigOIzljEF30yF6QlajcU7aL0PWrrDHLHDCJljZORXE6roegWNUOv+zIwf1cHZ60Ee1sdTWWXAPVTV6U4mfh7UWiGDidIHYlgduT9LrzDW0W6JV+O4Uc0y/sUJF0hK2V8Muc1CzfbdAuSH9gYN0gseKSnPMyyxfL+gHBdIpkAVClE7rxH5qRBqBnQy8iCsvxjXfm8fBGvvJVcU3hTMfIDi1f//EaslqK5zmPddzqr/21jjbQoM1d8ySgdkYxB+3iC5rDJwgGbxhpYuFlsDG+1mTKXJNUl9nqMzri7SiGyeoLCKx6V1IrCcU3wdwOsHBC8iBM38AcdukM+oToUjgW0h/pZlneHVr20hqfBCoiUpHDb8bk/pLemR/qCYqWSxItCpyDin9hHF2hucYgMt6TdOybFjVPwcYqCnhx5yWfwNYWTCrDaYnMyXEi++bawYfd/eJjojImbFiRcuCytxMjFCJGSpvHTdUq7NcsHApY/2EH5spDF54RPXH2gjd0MaA8risfEaN8b8mjv69AZ1LhxRWONpjWuqe10qa2z6A76zDQyJKc0TkYwi61BC23Ie+xlFFbLoLJBsIOFNwx2/PHDdIalQAssKYxVICKWRx+5lfxBaW1e/YCF3ehntWYU1cNF7Kac3BNXLDp7OujNLXpZAZEHIZj7qCMz6DJkLopOIPKRRUA+L6stz4DZlftn+SZfoPx7FLWPNmhOCpzeTWoyl3xhCldsQnXNwDdESBGpBoSqcuLVhgTWtyaE7WobPuu+4bNwj48+m2Blb0DmfH+Js6Uw7ubA+lZO5q9tTfL1KPVNEgXX2d1Bafjk7/4GZFzqkyaZyx69rGLx1ACGD85snMBSBLam+WqRv/vKfXhDDs0JTbeg2HHDNd71kYP4IUV0soEfD2hucVApwQ16MU2oAoXjbcwOZM4ahCuacC3g4J/vJTZvoBbFHfDWRp7eUqIxahKuaCafkGLtnz/30X5AtUF83qE5ZjD2dECoqRn/qiU+1tfSAlTZ0KVwskMnb6J82XizF+VwkZgyKBy0hLxVVDRHRBxYnzTwwgrvlRxBSGN8dgnvVEriwpAOYP6Mh5sJKO2IkD+hWf+NOvX10Bw16eXkBK8aFqGGZuXGAPt4gtwpSRsKLZv0MorCiX+QlPA/vX7kN87AFum52ZUTZWLOp3Vbi6E3uoy+4NAal7mK0QPna4P00nJ6zJ6FwUM9EufK2HVFeEkeuupmGQg3J2UBDB1OCIx8WTyO3ULA8LMmtc2awkELqwv2pjrpK4Fg4woCj567Q4b3rVGZTcbX1ihvVzx7eguZCwF+VJO+5tKe9EjM+VS2ykdtdeUk6kdkE/rAzz1Pba3ceL28z0d+4nkiCxZ2Q7G826K0XVrT67/uiCfwqklrVJG56JA759MpyEynNS4RWZXdPt7+Br18QHUzREseiWsi/tAmIugomkQqmt3jM6iVEJGyprEWjGyP9ogslmZH0cmbjH13lvxpFzcuw3U0xC+GSFwVpFu3wGqUT+J4BKuliF2zaA0bMv+0oHBcHszWQzUWDthkzinCKybmry3iJBWRsmbkRc38rSZBSNEuGHTGPSLlgLGv2JRvdmmOa9ojmtRZOe13inKdW6MKLyFZm0v7Yvgpj+pGS04Ad1Vw4gbZ8z6Rdy8JjL0hc6xwX5bmxfqWiYps4HN3iCrUTcDI07KBWS1NN2dQu7WL4QpJqf7RhszJQwHl7X35vGtAyqW+1aW60aSz1hHUWF0ADO0x8eHlX5fEnU7eEHjGcgirA/Z5WYBNR9MtKqpPDDP6uIk+lSJckrT7cAVS5y1yb0oBVtpuUd6uyJ5W/eQemeX5/0AQaDqa7rYOQcGhPSCnP60gsixzt/aJLCMvaBJXTOIvx6ns0NTXCEu1l1H4C1GqG2y6xYDl3YrimxoC6XwEfWXswGHRFoRSPbQBkSWT0oki1c3907GhWbnJp/yAgPWdlHgnnbTEQZkfX5KTzHUpHN2kIjntYdclnWXwkIsflYW1cMSgPRZQ+YSMR0I16S5EVoSUE1RCJJ+KE9hil4otaFIvRcmeVjT2ib7Aammcrw6SPdcjNSXFaHtYUdkOte0u2ZMmbkLCko3X0kQWBaySPSeitPhiwKVPfgEnrShtlziy+qRBpCQCltaQSeZCICr5dy7x7S/fhf2/LzD4gklv2CM2a6620xtbJfPUTQW4CUXqmsfiO1xqN7hMPqapbYTo0SjWjjq1LRrdlEODH1YkpwOiSwaJ66BzDtUNBqGqojskdKd8ocFdd5xEBbDyhTW8/McHKJzoYL6UJn/YQLUl1/WNV7eQvihF/NUPRvqqeIiWNfW1Jr2sZHLGpw2C95fxIuDcVad9qICbUqSv9rjygf68Q4sTwG5AZVOY+GxAJ29S2qEob7ExXE1iTk530XMRKpuiWF1NdElhOrC822L5dhcnI2tLEILBI+4qMtHeX8FNyvcIrxg0vj9EcgqcXEB6yqO8K6Cy0RIy0YjEGVa3JInNKpqTAd2C5uqDNoajSMw4KF+0G41JOQFrU4Rh5c3/iIOslZZf1a26L01XDHwrwvV3hqmtkfT46ibZFNpDCj8qthUnoWiMh1i6vYgX1WhT07i9jeFIOGvuhKK2zWPoYIfmOl8WtqLMmZb3KJSnKN/bxYtC/LEUSw92ceOK5TtdqvscEtPSRjYdMFxN6LEMySnIHraZv99j7XdbLO2xicxZzHzMpTsum0dli2zQ6fPQGjT45pfvFm9RTKFDmv/+yN2goLnRRbkInWRA0xwJE4Qk3aE35FJfY7O0z6A5KqpCq6UIL5kkL1iM5apYEy0G3xC5eKQi7dzegE/wbI7GGlj6QJfjr24kPiN2kPRFUDNRsqchfdklUoLUVI+zvzbE7J0WbkrTGxTuqvJF9g4QKcPoix6hmuqLteQ6YfSByYMBrSGbxKxmZS6NH9G4CUXxuMfKY2NoQ4AVjTHh37bGNEFIoXoGtbUG3axJ7qC0tYZf9QhVRaySvuqLiGXMJTar+gkrEF6w6QxqmuMGzvEsrQ/WmbtTEf5CjvwZj+aYJN6oQFpEwboOXlxT74uDEtfER9gZ9YiU3L5oBv7lL3+FeLKLGxdrlHotTelml8zhMOnLohxOXLQZ/EGI4WdN8mc8Bp6zaQ9KOLfVEll/+Z0dKttFeGL0FbrpS1IIOBkpuNoD8li29naIz3bInpPTq+FD9rxLpyhFl7lOkHZBCKpbRCSmAkhd1qtJFdD37b4RJXUkQmfcozWiaG1yaN3TIlwXjq8XVTgZmZVHFo0+jlLEatnTwgAN1Qw2HrhGeYvBm+/9I478/B+RmFa0hhXlH2/JzL9nYXhyjyRmFKkrcqIbfRbeu+84yhBhVmJ3iV4axm6ZxYtD5Y1BrJ7uJ+MI1WVpryWqy7rJ0l6bp/757wGQ/PQs2takv54k+27JtDQ7Uvx0t3coHBLLR2RFukrtIcXgKxV6OUXsTITmiBREdkdT3hqmPimgh8E3XArHpGD2Q4rUVED6ghR20RXNyl5NYrbH+JM1GhMGe3/7IZmpOrD8/i5j77iOF4Phn7wq9/SEQXTepHq4iJvUVP9qHG0qMsdsBu+fWU2wWfNNOREWtq1QXx8w/RGP0EwI1TUo7bBJXIehQx38E2lSlwxyx0yCkObOf/UarSGD9ohYqAaeCJGYle5WbNbkzfv/hJXZNC8/vZPWepeFWzUruzXXfsmnvlnyf3U44J/ueZafftez1NZLtq/ypFMSW5JCSXmIyG7rDIYP4a9m6RUCjMMpennJAp15yF2lVeWPmJhuP/x8YyDZv/3YvOakIFMXb9V085rOmC/pPdsUvYwmVNV0R1xyh2wS1yXMQ/nQzZpUd3pU7+hify9D8cFpqlu0AF5aUlwMHIJNv3UKq2XQGQpWn92Rl33SPz1De0STOadwkwGFNxWxDTVm7guRuGZQuUda0NEVTeoqRPth7j/s9aO/cfqQvSCVTmmPT2vIYP4DDgNHpGKJLQjUN1yRzEY/BNWNUkW1RqQ9pi2Iz4B9Lka4Cm7eo/meJgOvmtTWRUifNclcDmhOSgVv9RmeiUNRBl+r4aQUflfyLKNXQgw+a5GYk/mhH4LKjqCv2hJ4QeZYiIWbE9JTPxeQeyZC/lV79efRhlQ1TlqCrKNLmtoWn9GnFKkrmsgyZI7ZdCZc6lvFVlLZYtAch/oaxdpvBJT3uzKXjAtaztvWkpZQS7P06Di+Z+KHFE7KYPFm2Pnec4SX5aSZvAbmxRjJKdkAO0VpVcZnZD6weMDGSUF5a5jUJZPEtCI2p/qKO7ku9Um5dQSdZtEZ8gn1/X4DRz0yl3y8yS5mW65BZQvk37DInoXW/g6NUQsv3ldyzoilopuXyLjmgQ7Z07Jwxedd4os+Iy95NEckPSExFzD7Hp/lex3shEN9q1gKVCCnm8w5WUhzZwPCP0gB0Bw28SKKiRtniS7JqSuwFZGjMYJ1QrsBCEIKp+ihEh7lrWGU1lS2w7/5b5/ENn0S1ztoQ4qE0JwtWLA+N7c9FNAakg3fiQvAILYgD76TlfcXPxQjsaZGtOyx/ZNn6GU1saWAxnqPxHUDsyvWpfbWLvaVCFf/Kczf6zP+TJPaFp/FmyQKqroJkt9PkJjxyZ2U9pSThoEjAcv3Oau+YZDkjfiCtCezx006gwHDT1nYbyaYv9enlxHxGVqxuN8iVINQxcBNKAnOToq1Jn0p4PKrkzi5gJtf/UXu+O1/QmdQiEDh15LUNkL8ZITqDS697R0ak7LwFY8GVDeYvP75vUTeSPDPfulrlGcymC60/3oEqwXFYz6pi41V3GHmrNxHkZIIAwunPO45/HOA/JvUOYF1rDw7gh+CTz/8AwB0IOr2lb2a6k6P1oE2933oEKU9Way2LIjNcfEHagWZKy5mD1FVDlks3OWjLcifdegUZdzihwUskj2tKG2LsHBbmsCETZ86TzcvmorJ/2IwXckAcPrNNYDMjJ2MxskH5M5Iy7O+VtHLQPeLI6SvSCtw6qNSeNVeH8AeazH6HRtnyENHfRIzIiRbOBClO+LSzUvrOn7d4PG/vp3sJY+hVzT+oMPSLcK6bUxIAfWO3/4NYlPi+w4tWYSH2+iQ2NP+8L6/ozmusGoWX/n37+Zbf3Yv2XMyv42sKI7/88+zcoPJ8Gs+Tlo2oMuHJuilBYSx7cYpubksLRmuJ5OEV2RNKO8MKO2UQ8z4kz6N9b60xRUkr5h0drfRYRm/ZY8bRH5skd6Yy/77zkpoxLJFeZdPpBZgtWXNXNoPxddM8k9FSE57LP39OKGaQXRBkT3fxa6Lcv38v91B5jzYdQN3TCxyCzebXH9xQkRUOYVdMwSReD1FbF50G+lXIuJS0FC6VSLuoov/iFW12hJ5/Mlf/zx2Tk6AmRcjlHaIUrVbUFQ2mXTzMkeLlKF4zIV3limecNGmnMZCDfEGhasB0Ws21hvJvpBIFKKRsscHH3gNswtDr0v11BoPmLs7Iw/YkRDxWcif9qmvM6hstPAiwhH9yO2vE274xOeEc5q65uGkoHZnFy8sD7KT6StYK5rKFgGyZy75pC8I9WTwNUVtvfTWq3sdCqc7hJYt4lctIiui9HXTAUFYs7w7zEf3HcZqS3usl1Gs+ZP+Z5VSDBzrMPoVm8oWxWu//+ekzyvOfGsLhiPpA25CyaZS01S2GHg7mzQnZH52yztPkZwSuo6T6re+LKk+w4sW7TGfUE2vzjh7OQECpC6aLNxs0LupSW2txcLNBiyFsdpShERKgh3TCswrEckDrYMXV6tga5RUy+kXI5T3efI5bwrhxgyuvU9R3axZ3gulHYr4hRCJE2HMs3HiVy1qt0kLLghpqlsEP/eWlWL9N7uSgmEpal8VPHJqysNJyjzKPh2Tqhp5SIuvWEQuRIguB6x56ALpCzBw2KX3coHLH4tidkW8YjqKxriBH5YqNrIsQOvokqY1KqpTw9Okp1xyp32i71wiuhww/NsG8zdbvP7iVnKnNSs7pSUU2BJV5yYVoakIvQGf6MEEgy+aTL0vzuiz0FvbIzkji46TUngRA/3xFbwHqsTmNYs3GRSeC9G4rb36DEUqgYwT5iSnM3XRoLRd0R6VDkJ9LZR3BQy86dEbkBkyhqi8sxMV3Bgs3uOxeGuAF9M8+cHfJ/x6Arsp5nOrLQSa6KLcQ5NrlrEvRMlckNNmfVJipapb5B79v774MQZfMWht79IeMCTv9gaT2qakdA3q0uJsF01CDU3uZ64zd6eB+VwGECO+mwBvb6MfXgDf+q13ii0p7OEmNEOvwuDLBiNfC/HCl/eLxzgqs++BI9LObo4aLN5oE13RqEDTzSliUzbtQUVryKZ1k2Rupq57rPlOQGMC4gsB9fUBQRjmfm+D4P0UzN8SIfpkkt0/dZLkFYP2hCigk1dh+AUBttcnLAonfTCgtN2g/mkhl05+U1G5s0tkWTJRl3eb2CsWRsSnmzHIXPJobnLIH7LInQ0we4rR7y9S2+HSyUkHK3Y2TGRIiufmeo/CcYfGOpn1Gb7oH0KvJnn/LUcINTT/4r99hjWP1fnBx36P8k4pmGNLHh/82Et0i5r9/+oh0pcCnIRB+pJoPqy2tIC9zW1K/3kN7XGf6Iwoe/On/NWMXoC9d56ncNKjU7AYf0Kz8voQ4bLcK7HDMYaeNQlXAhrroHpwkPxrNm+8sJX4jCJ5rW9FiYh6N3U1wG4o4gsuhqcpb7Hp5kSh7Sbh0k/YDB5xUB40hwXz6Ec0+UJDQjm2lwlC8sx2iwHJ69Dc5JK+YOLGhY7mhxQDRwWmkn4z3M9i/kesqjW7UN0Mm//qIfT1ONqQWVtsXmPtrEmLdkwEGdmLPqkpOZk0mlEqG2x6uT6ia6e0NDtFUd8ZLpS3Kez3LJO6Am7c5PG/u5X6Fo/Zz/aERVoTUk56ShSTlT2ekHZmtTAgdzVwCh5P/pdbKW2zqG6Sjaa8xZKU8umIAMf7Ia4A+oEKsUXBQJV2mAJhb0pP3WpJmzlxLkRjPIw32SW6rKnf0EN50u5iQ4v0lM8jP7iF//Svv7AKB7/0ExGUJ59XZUOE5ojF0Os+W//8YfywEgzetLTJBt9oM/9Oj+U9it6AR+zVBFZLkGDPn94ssPx7xeMYXwjoDEskVxCC8JJJuK6xq3LrJGaljfitz/1HwmVF+I0Ezp11vKLD8CtyGn7wnz5HZEWSDSrv6hBqKBLzHpFSQH2zR/a+eXk4mga9jODqBl80ic1p6us1pquJX7PIn1CrVKbAFsTi4CEpcuJvRkGDUewy8pJHbFEKquaYopcLCUEqI5D82FKAGzdIXQtkEzRZVQlHS0HfcgN+SHHli5uFxLRHZqsbvyJKvtaopD3YLSmGQmWj7wmVFmy4pInPytfoZmQGVj00gBdVVLancHMBxaOawBS26qa/6WA4EqbuxvsyfSWz1pX3dAlVFdHFHhPfMOjkFc21PnZb0xpRdJ8p4h7NEv/QApnz0tFIPx99+xnqadpFg07ewEkHVPf3MHzF8MuKxAWb4dd81jzm0xwxyZyyxCZzQ4P6WoPyTAZrf4Vfv+Up8kdMIssGH/t3/4zWWEB5p6J1c1vsSGsDImXN2m+u0PrqMO6mDvV72/RyQvFqj0hcVWBC+J4V6msMouciwp6uwuBhl15akb0gp9P6RsFTtoYMvH9VxK4b1DdKsZY/5VI84ZL7VpxQXQQ/S/vE6138RhR33KH20QaNCYPyVovGOlElP/STj9Eb9qhsMuhlA3LnhYC0vF9Odc0NQvxBQWLGIViOYLc1c3dYLByQwrm8xaRwVAqlxqhF6qJBevcK7QmPys6AN759A04KwosWjUnRP5R2KLoDAdW9jkAYpjVOJsB8Wjxq1z4AhimFXnlXIH/XFTiHH4XWoAmBACo6OcW9dx/j+gcHiU3ZeBFFY9TEakPqkQROCtZtWKCXtdATHRZuNmmsUeJDjcHBP7yR9NUeqauahVtSvOvlX+HCZ74AwOJ+m0e+dgfBcJdo2ac1akjQtJKCzknL+pF8McrKDYrCG3KyLRwxcONvByOkLpq8cXgTgamorxMbXW/Ao1uQzagzJIKy2noDNyMbrtmTiMD2sMDrtSldLaspnSGzo5j6gEF0RaxPiRk5ILUnPJSvuPrjcjgKbPFj2g3FyrLYCPUP8qy5eVqeiwuKaCkgdsWml5ZnN7qo2P7Rs3TTBvUtHm4CQq2AxpofTkD4kd84J0cWWftIQz6oIzIvGn61h9WGzrUkIy91SF4xqW/y8CKKlRsswrWAaKwHBqSuBPzmZ7+O2ZbWX+qaT22LoPHiN5RpHizSnJAFrrWzS/qMhXUqgZP1iSzLhtca6g/yfUW05FPZCt20SfqxBEPPSz+/PSGVrjZFtdj7iQrKFUl058fq1DbKRdDP5EhOe6JkbUJiLiC25NMYNyRgd0TRy2pawwaRs1G0AVbYx3QkYin/7RiNMRO7rvjF//ow0SVRyabPm0TKUkm3xhSlfT7tookfkXik3Cl5gEM1jZOxGf+uQeY8GD2DX/xFoSVWd7nEL4bopRX2ok1woEZtvYEXD+hMuqQu9s37KYXVlo3G6ohf7sf++jcJVzWNbQ4Dfx0ldiFMdLFHeY/PV751L6U9msotDqGwix+G6x8VKk140WL+2BCdgkHuTIBzT430gSVW3tNj4FPXCFXEXK9vqtEeUuSPKbmWVwMCC1ZusIUslezD/6shrn/MJ1yVv+8WAxZvtERdXVA0xwzm7/GpbpKNpFuQdre7XyDvjQmhmLQmpIVZX6dIX9bygC1rrr03SW0TrLvvKssf7NDNS4ZnfE4SNmLzCqsnoqXkjCDClg5oFm5VRJeQ4mEbZI8Lj9dNSit37q4kThbcTEB3xMOLajInbdJXAjb8J5f8GZfKpiidnCgBx56WOWm4KiHAhgvzR4fEfnB3j9rdndVnqD5p0h4RgET6oiJxNszYHdOCaPRgZafFwk0h7Faf5NIGTiWxWpA+axH/Wpo/OHg/8UWf07/8eco7AxLragRWv5WlpLXaHFUs3ZqntCcgdCZK+qnYagstuihjFW6s0X6lwOAhh9Q1ac+3hyXYecunzwl3uSHZicGmFo0NPtP3S8H8y/c8BcC1B2HhgIXha3KfmsZqawrHNPffc5TyFpPRRy28MylMR1r2Vssgdwb+4In3kjxrE5/T/MS9r9DNmiRmAqJzJnZDE8l3SMyKUr+8NUz+mCLUCHAHZOZvdSU1qTUstgdtymhkKNFg4ntgtgyxeI34pC9rht5wqO3vkZiGwlFF6lQIw9G0B2UTrO6QNkd0xib/vYjA6I8bhCsGa75bBUP+Oz+sGH7GpLxdNpFXv7lHrDMRaPUVs8L0lTithWfGcOIKdS0qs9yGjDAMDzpFg+l7w5S3i+p39L/b3PD7D5O6LN0aqwOxE1Fqay3MDjhZzcr9XeyGgS44kHKpbdI4gx6NSbnvk5+epfHBBuH7BbkXqQTkTgmkJnMxYOUGRXTWIn1RvmfiunjY47Ny/3QLAeUdkLqsGHvWka7bnV2+9PN/ROq6R6fQX7vPWbSGbSF5Gf3iMuyTvGISmbcp75QOotlTZC/4xC6EMV2Nm4Klb03gxRSxlYDqepNQDfTuhnj1dzocfXIr9XWQOWXRHQyYv8Vgzd//gyP0//T6kd84r5QHufqBJPV14CQEx+ZkLJpjkl1Y2RzBjUF4Rdpd6sYa4apH9LtpvNtreBHF5//dh1ctHPO3iaLTv7mO/0ye6E0rctPYUHw6TC8jp7bIosXvfu4vV03q0ZUAq2lSn7T4vx78Cm5SaD+Tv3yB0j4fM+XAQI/YYkBjDYS+niWw5SSjD6dXSfxuHFo/WyU1JZFNtfX9jUFB5opPd9AjXBUyTGcwoHSjj56P8Je//Mfs+7cPsXhAsH2pqYDYnKayQ1PaJsVCfMHDbsiDsulvuuRPNlb5ue1BafdqA2bvtChtk6SQUNngT77yICc+93kSFwSl5sXBail63ZAoQ1Mua7+piVSFdZk/1V7t/y/cZJKckgSXbl4x8LzNDb91jMSMZv62GHami92EgTdg8Amb4HharlMlRHNC0RsRmES4qpm7NyD6eIr20wOwEObSwUn8mCZa9vFPpfFt+lJyJSi/PgCiPSSbeGzFJ7JgET8RYXmvMCeDrMv40x1m7xJqlOHA4Esm+VO+BADPacJlhXEiCUBrW4/mth7xa7LZhGqIavb+OnZTNpX8Cc3il9Yw9LUwm+6+gt7WoDmpGHwjoLYxoJdS5E/7LO2VTS59zqRwVJTPvZTCrimq2zTRRYP6emm9cWuV7rBLfMokOmutJm4s3O0ze0+a6x8TE397SOEkFSs7LCqbhabjDfSzRDM+K3s0qcMRck+8feL88Z98nlBV7Bapax7hsub6a2OUdyhS13zic5qRl7uYjsZqSwEg82JIvGeBlT2K4Sctylss7v3MzxCfMWmfz+AnAkInYyzcGeCkJdbJSSnsQdmAUlMyY4otatr7JcbKfiG9+r6W9wqYPr2zhLW2ycHLa2l/rEZ1R0B6yiX1bIziIYPICqQvaf7s+fsB8RmGS4q5O6H01XFKBzzK2xXPP7oXbUpwtzPg0R4SFX58RjpBQ6/qVZjENx+9HeXLqSbUkA0JpFUfW5RWcW0TvPDFLzLxiKAhI1Wf2JwU74l5yY00fE31DyaYu90kcx7CdZ/iQQM3Lri8+JmwQMsTitR1mRerAIZ2LDH6lHzPXj5g56+exLy3RPmGgHAZlvelaY7YtEY0tQNdFm+WU1nxaHs1lzIxo8kfl3v0Le5vY42IvLoFhbG+SbikiKy8zfhFg5sN8DI+/pYWM/ca9PKa1phcE7Or+fCnnpd1zxL1tfbF162bFqlDEZJXDQZHK/TyklU7+8oY3pkUK1fF+NjNGbQHFGZWFNZ2Q5G+HJC87uKHNGZHk7nsoC2I5DsiUBzuUt0aMHd7GLutGf2Gzc/84T9l/nY5EDQm5XQb+8Q86SsCom+MW4z+vUV7UEvHrG4IXOKgKzoSC1rDBq2NDt0BGTmt7DT5qZ/8AZ1BsA8msVua0KJN8pomUlY0JzSDB+GD9x1k/rZ/oLD7n14/8hunNmTzGdy1iBdXNG7qrMq47YYmXJeTQGDBn/3OnxD5XoqlPWFaIwrnYgq7o1nZI2G6TkIRhDXJa5rBv4xS3+wR+VKWaNln8S4fw5VQbG0KdeJzn/85SWVfL5Jm5cGNnznOH//mx+llxLR//u+2cMeuc8TfiDH03RAHf+/PCcJCd0leE5hwYAn6CaB43EU9msdJKSr73NVMPC8mXsPMaYtQVTN7t9A21jwSUDwCP/0X/4Tq7V1GXwy48JkvEK77VLdIFqmb1Cze49HJWwy9LhSYSx+LcenjCWLXLBprIXxLidiC6od1Cxw5vigy/O6gz/Y/fZheXt5rfE7j5ISmbNQtsq+EWdkZopM3CFUNFm+KU9sk1yB9WfiwdlNO5yrQPPm9/SzvD0jMij+qeKxHp2BQ3vaWKEdDoUf6coCd7AnpaAukT1t4MUX7xjaxOVFGrv12nZkP+DhZn+S0pru/SagOy3uELRmuygkhMa1pjFh4MVHGhSuCuNvw1wGzd0aJb6j1EX6iIG3/dIX6GoPl2zy6RTk1A2jXQJmiqMud1n3IhCL1NUlZsZqwfKPcl40xi6uPrSP1eAI/pPtVtIhq7FZA4ZRPfMHFi0Hjgw1CVRkXJKcDzI4iMRMQm5dTgvF8htRZm0hZE5vT9AqalXt7hDNdvAQM/iBEryBSej8sIrRIGd7/688x9pjZN4Zrhl6VU2hr9O35zDe/cjdmD8q7fGY+6dEektZXdEHRGjAY/MwUVz4sBvbEBxYwHFH42k2YnSqgxzq0hg3yp11awyGMnlBfsAOCvQ0Sl6y+QKqfCdoI4UWhORoid05O/saVKL2cJPoYPlz/lE/yqiGh1o/mCb2SpPBMmMi3MyQvmTRGJafWdASUoU0YOCg/U2tMRiW5ExIVGL9s48UlFcluQPhslJGnDfykz8Ktogz2YorlvQb1TR7NMUV0UU6MnS1dCSBPgdYIxCKiiL1/gfxJzd7ffojl3ZK5OnO/bHpOWtMekPSTlV2Kz/3+l9n4tyXqG2Bpr8zYunnFmh+/TGvMp7oVqntcmiMyDwzVNZ1HBrntf38dgMiiweEv7UL/IE9kQShZ9ftb1NZL1Nx9W84TmxdS2OzdMWrrRVjYzSsqW4WGU9vuojyxtPgRzeD9M1hHkkRLAcu3eySuK0I1qG9z0ZYmdc4imImhTU32jKT0vBV59rcv30F0WWK/gnBA7uWQFB5rS6z58GVqexxKp4rE5qVLFoQ16ctAQk7Q2oT4vKbwWIRu1iC6pMn/wjVKO0KEK3INl3eH6OYUxtEkrfGAkUdCpM+ZAoGYhLk7DYrHO6uQhdRUQHwx4Nq1Iks3GpRvc8he6NJLGYSrkmtrOH1Q/0N1qhtMCSVvaoov2biJAP+uGuEqvFxeT2Br0ld8CkfqEPSj2m7oMf6MS/2jDb73rVskGPuHvH7kN06rBa01Pu3vDBIpBcRORln48R69fEBzHBb3i9jF6ig++p1fXaXnWy0IVyVjb3LXHCs7LXpZRWzapLYeFn+2w+CrBst7DIb/t0tkjtos3BWQviCYtreIQ6GaJj5rMHgoIFxVvPL3u+il5AEIXxKRy9kvbqdzc5PSToOtf/4wqa0lIjXxZMXmoDvsEYTkBrj2IU17QJLjo1dDpK4GWB1W/YJ+RFpCfjyQBeYBi/qkIdDsuQho2PCVh1jZYZM5LxD66JLEKHWKisCWVmPmnCyOoYacHusXs5LBmRKQcmmXFANeXJE5K4iwwlE5MbSHFOu+1cGyxKbTGZSTiTZlYbI6ejXi6S3ryfLtLma/O5i5EJA/atDNGlhduPIJCRgO1RXdooRYx45FcWMKdTlOctonVFV0BjT1zT6xWE+ixsqKi59Mkn01xOBBxdLdLubZBI31Hl48oDUq3rvqTg8nrUhfc4nNy+li9PkO4YqoEa0uBK9mic8Jjq+8Q5P5wyTpKwGF4RqGpxjYI2b42BUbtHgcO0WD/CGTcAUqWw3qa6TVk7pkUN8A6asuVltad4YrrfD8aZfmOp+ZeyyWdxusPNwSXJpvYDekICtvkxZcZYuB4cjn2RoP6OXESxaEIHMWrJkwuW/H0X2gRfKKIRFtGSm2GmsD/urlOwlsUe9mTtpUtpiUHuhSPPp2m+ktU3/mtCWinYsBpivcX7MHpb+YJDIvC03t8WG0JfPI5hppj5lXoySnfa6/R+AU4Zpm42fOY4R98l+LoW6vkJyW/FovAolzITpFRXtQMfcOn9aYYCDdOMzdKRaRkW+H6OWgck9XgAchsNsBzQfrBDY0x+XZq2w2BOK+RcQ8AN6wQ3PYpD0kBJ/4vGb8SZ/2qPw8hdMeK7sMBl6RvMbAhqP/8vMiADOkMGyOi1AwczBMeatJ7pyPdz1ObNHFiyqaTwxRWy9disiyprojYMNXunJCqUnnK/lmBD/u83/+4We5+JN5rJZ0QOKLEkc386V1ROfFZjX8jEl1hyjk28PyPDz5V7cC/c6IBdUbHTa98zLtkYDs43H8mCZS1bz0g134IYEiKB8G3tSMPFPG7CLoQA/iV23qd3bQAz100mP+uTGsttCVkmdtugOiui68ZhFaMclc8rAbiuwpA20qwhWJSBy6ZY7hF0SIlz6vwJSiA6DSiHH83ASqYZG6JJuZtqSLU76/S/EZ8XEOvdKQ4IgRg0g5IDnrcfWJtcTnpIiq7HgrzBvaYx6Zc4rYTBu7pVfRd1rB9L1RmuNia1nZpahPGIz+wCA2p0geD1PaFqEzIB7MaCkgVBcLUmU5SfaijxeD+nrN8i0embOK9nwCPwSnX9xAfE7RSxlcf2+aUEPAB8NP2JS3hGhPJ3HTGrv5w/elH/mN04tDaMWksRbqayVY2LoYY833HNKXhNPoh/u+u2VDvJVdAQYnrwf0sorpQ6OkpgJCVZnzaAuiTyWlWksGHH12M8lZj/HvSyuwtknCet/KI4wtiGChm9P4IY3VCVh3/1W8hPiHapvA61kYjiJ31kd/L8/sAz7NbT26BcXVB7+4+vOYVYvOmMfo9xbobe1QW2dgt8TSULpRbAkq0Gz8Ug+7qcmeFk+V1VQMHNG0CyaxeYXdgPp6iCwb1Hf1CFUNuLNCfTIsPsMA4nNQ3eOQmA36C0yANgXRFlkyGDgSYHbkxJa59HYaeuK6ZvGmOObRJJEtVXJnfZrDZh8eL5Ju7q4AMhsO1zT2is3A4QalnYrFu/xV/NzWD58jdSJEY0KRvB4w+JrMIPxoHz7eEzVxa9IjdQU2fLVHoxynMaGIrgTosKabF5/XN+/5PNrUpM9ZREebmB1ZqBKXBVpQW2PTmgiobYCVnVG2P3iOXR86Q2RFyE+9jFTVw69AeVuYymYDz5fUi7mlDCAg7/V/qaltlpN0qKmp7+vRy0pbt5tVVHd45E5q5m6zxAu3r46bDIguCcLNrhgEo13is2D9IEOkrLHfSNIZFJUthmx8Skve4tL7e8TmDeymonhcfG6hVsD4Mw6NCRGjOWlN/eYO2QsBoZrMc4df0RhJl8aYgXdflU4RKehORVm86e0Em8a6gF5WroebDOgUDIJ+266+Dsx+pyUIywzKD4OT9cmcU0RKEjLdKRikz5tU10vheXxulNTBKN2sQewbacHtdQISs3JaNlyZ3xtNUxb4bN/bOWWSui62svisRpdDtEc06cs+9UmT5LeTq+IPCQWQhTlzAdojohOInwrjJuUZyJ4UpKKbNAmXFO/4mdeYvcsgd0ZTeGmWzgC01rms/e7PE4TBSjmkphzBvw0JPKQz6rF4k0EQ0SzeFKJblPefO+NTXyfFZfy6yezdcdpDBmPfX6G+VpE/65B/00RpzdDBgEhJ84Wf/HO6aYPoiqZ8hyMdkEXN/Ds98kdMejmJvHKScn+DeCe7RY1qmcx8aR2jLwR0PlRl4vsu83cHq9ai1oj83i4atCdSdAY0a7/lE6rKDP6udZcwpyOMfN8kc0lGQXZLugCRFbmu3aLCyftMv1tSg1qjiuX7eqhA42c8pk8NUd5iYIxJ0Hv6tEl9vXgioy8kMesWOhxw5N98ATeq6G3uEF1QMBehvk422Lk7kyzd5hNbEFJVNysxhKWdYntLXZJTqNmF9DmLXkYxe0+yr7QXgc/QwX7bfEHWY22IgLKyWb6W0RNHRaQkFpxeyiC6Ekje7pmQdH/mNFbLYORpAy+mSF40cfY0CUKiuvcjsk7GFjTxhYDSdgEkhGqK2Ozb1+f/7vUjv3FabakQ05dkcb/w2S+gLc3lTxmrN0JsQWNVTW598DiGBz/58OMCUbdF6RUuK2JLLol5Ya8mrsnXjS4qIksmQ6/7rOyw+vQRTfaMfLD1dTB0++zqfCE+J0Bvuxkw+421q+0ut+gy+ESI7oYe4YpHuKYpvGpDIK2dG/+Ph1Yh74ajyJ4wWbltkKBh40dg7h2BhMc2DJKXLJb2C1+2OSaZmOGaprPWYeEWKN/Zw+xB5+4GWkm1alRtBo+4dM9mcD9UobpF07y/SbimwTFoDRlkdpQIV3yi8ybxGcH4tQsGblLapKMPXaK21RMaz4githjQ2dwj8kiGXtIgthSQugq9gqhzo9/oz6oUzL1LWjSLB5IkZhQjEyVqG8VXe+yZzYy8UEWbUjUu3BXgJQOcLYJrC1egl9VE5yxaY4rlXTEyR0Ikr0mUXGTBJDkdEFlW/Ozv/1P5vOPgn06RvRDQXusSXdIYvhRF8RlJlA9CMP8fNnD2b7dS3iEnevWOMukrAQu3CpwfBd0jObKnweijxBLXoLoxgpd3CTXk1Bk/HSY5JSb54Z+YwmqYLN2iyZyH+iaJVQoyHo2NYtVJTEP4XJT6WlGAl3dK+9gPQXKmJwkhKZ+h1xxCyybGtQjRJTF/d3IGoZqmMWryJ3/1ZzgpKRwS1xWp16OUPtyim9eU7+hRXWeifYNQQ6MPZnDTAbFFTfaiT2L6bQ+a2ZbiS5vCTnaT0F7vUF+viC0q6hOmMJBrCi8RCHVrTRkvomh9sE70WKzvddQ010tM3uBfR1btPCt7YeFen9agRWNcMf6kEJO8sCAysxc8QlVRz/rhfgh1UWF+WMQkaBEwBSGobFVYLVk03YSolP/sc39GbEmSUwDyp11yZ+T6ZK70sFpI6PqEz+PfuIXxp32qGw2mPzRGdAmGnzWZeBySV2Dk70K4KYtuQVG+QSKvBl8SWtHGrbMMHHHpDfjU14tXuDsoawZaAgeS0z6XPpMnVIOFn+9SvqMn1/hTTToFxa/9p18Uf+qQInQ9hFP0WdmrCc/Y1O9rYTfEEpP72IwUUQiPObqoGHxVuj1u3EC/nMVqeaiecJ4T09Kxic9rGms0L3zxixIaMBzCdKSYff7VHWTP9kMa+mk8tY2a7AWX+vqA3qBH5M4VjK6BciRyzw9rMgfD/NSvPI7qmQSxgOiNJTzHItQSXGLiuiTfVHd6hKqKyUc1e37nYdrDityzQhkKVRXdUelydAuadV/3SU116eQN/E+VqOx3SV2Wy/2Jh56gm1erAQf+jQ26xYCVPYrSDZpeRrNwi2xovb7tZOhggF3XqBtr/fxkTeqK2EdCNen6uDGFVopwRdMcNejmFL1xh8BW1LYLw9iyArKnIXNeigq7KddqeZ8iUlJMPu4SXVS0hzXtwR++Pf7Ib5ypwSbJabl5a2sN7vqFnyd9AWKXQmilsN86FS4qpn9pLQB/+sQDNPZ3cONyIlEBLO4P0xi36BYDIhVZxDqDMk+avdugVwz+h8SJxLR4sKrfGeWeA6fwYlI15867XH+PQXzBZ+BNDzcFVsmmXTTQHZPZu0Ks7FHU10LkekiEAWlFZ1Q2l8S0nGbtVkDmpEV8TjP5XfmeY8+5tCYChl4Db1+D1FRAtyg0FbNmYfQU1EVVFn0xKTFr9/ZIXTJoF+TE2zuUI3XFoLcSpfHhBhj9gOjH8nSKFu1JDy8CkWURRBiODO9PvLKRUMmUNlMA7SGDoR8Ia9ZJK6ofadLLKjJnxbtY3fT2rTP6uImb9ln3kYvU9ndpfn+IxHXoFAxiczB3V4b86YDYvGLoBYPccYPUSxES1xStcU10QeFs6eCHZQPsDErmZOaSgzYhMevgZBHjeEG+p9raJDBh7PsGrRFFaaeisbtL6povyRx3V2iMmzQnYN0jbUmieCLH0j5JlnDjGmdDB6sjlSuj0meu39mhcl+XyW9Kq1F5clptjfVJSaZL8grkj8j3zR0z6BQVm/9zh/CSydJdLtWtGnbXCdUVkTIkrxis7BUPbmmbhKmHyiaNcVs2u3nxuKavOISaItRoTgZ84o9/o//D9sUfvib5/QSxBUX0bAQ3pUkdCdMpyCJ024Ez+Lai8ak6le1vb5yJ6+Lt6xYCKRaXNdFrMqusrw9obPJWw7DtutCokv8+QaiuiX03hZPUrOwLiC3JqSm6qGkPSmJIY1xCieOXbXo5hZMNKO0Ik7wuPuDaVo/2gIkXF01C9qKPm9Q4GztE/zjD0CsSfu5FWRWSdAdkpummNLGdFX7593+Z+qS1SkNykybNURG3Le+K0FwbUFtvEJsx6Yz4zN9i0Vvbw4vCz/7SY/RSitm7DCo3ungxAzemyJ/xwIRI2WfpFi15pL+WYGmfzdX3f5GRFzWFV2yKr5sSyTfhE1tQdLMCqfDurNGdixO+EqG3riuiJyVK125eMfJyl8R1IOyjQwFuUhM9mKA14RNZUky/PC4zT8R/7mREyJK9GNDJyXz/0icjDByC2l0d0RRo+oEFmlt+4xep7hHxVS8jhZHZVYTrPpXtUN/VQxuaxDWDlZ02Y88EEPaxvpIjMSXBGPXdPWKLgtH84t++l8wpA6tqYjyWo/BMmHbRwE1KRJgz6PLw7c+w4Z1XuP4eg/rNHUI1yFzukpyRuWp0WrocXs6jm7dYuSFKY11A/UiB8UcNmhOK5LTmL35wPyqQwPr0eXBdEc9FVqTQCsIQpGW9FA+7orzFxI8qgqPp/mlR0SkYNNcE/P6v/8VqTKSThviCR7gq+Mnc6za19QaZU8JETkR7NNYqytsVyzdCp6jJn3bxw9I+nrk3RGtMo+23U1b+714/8hunpQIqm+1VYPbcHSa1Df2HrKVpj4j9ozOgKd2QJFwLyJ9QhCIe1R0eTkZmA6GqpjEpLYClm6TKSF6Bn//cd0ErrKbQYKyuhC2Xd/l0i4rW7S0OPnoDyesB0SVNabvN8EuKxoRJu2hi9P1HTlqkzCoQyk4QEn+m3dL0spr8IXlIYkuBzH7uD4hUA6qbNfO3WvgRjbbEagEQCnnU1hlYDUV70CAxZZC5AEOv9GlIhngslSH+r+aEbIJ6V4NQXTP4ikHoyRRjTxh0NwsucOkul1C2S3fCIXPZpblG0h96+QCzLWG/M/dL+8OLCGggXNYMv/8a5uspOkVR87lJTeqK3FR+WKK0kpcs5v5iPbpl0RnWVHb6AqceVNR390QxWwpY3iuVfn2D5ORFlmXel3wlyvArHpVtsmi2hk1WbgjTywZUNoUZfaFLaioQHuWVgMy341S2KppDJlYHwltqhGMu0YUuxaMa51iW1HWPzDmYvSuOHxGZPFqwdckpWP8FSaQP1TWRE5K8ETsSo/B4mOoGezU7M7aoGTgE+TMul76+iW5REV+UKCrDkxbo7D1p8qd8EudDrLthltj3k6SuBnQLsuFlzhiExlp0BqQLEikp3LgiumCSmPepb/GZvz1M8+M19Lr26oPr5HwRL0VF2e1HwL23RmcoILVvhdYtbVDQXuty+r9uZ/iFEu0LGUKTbw9ooqWAgVdNIisGyRmf2kbxwoYrmsR1g+wxk/SUR2/AZ/Cwi9UFlKKxVrF8iy8z4NcVtbUC6G5OvJ11qS2hZ/UyItJjuEd7SFPdKACIzGmL1rBi4IhDt6hwYwZeKmDg+2EWbg6xtF/us1BDWpjKl3siMedTOKaxvpMlWg6wOprc6f4PpDV2WxOpBJg9ifDLXBQxWmzWZODNAHMphArgb//jj5G55FA4KkQv34beR6p4YQOjo4jONCRIOQAvGyV1NWDzXz3E8m6T5rjM92NzBtE5Ydd28wrlSsfDbhikrmrSb0RIX/FW37/V1pQ3h+kUFcmTYcL5DskrBrHFAB0NSF/zWPutMpGyFGPJGRGnNba4ImC05Z768wf+mvqkgX0uhh+C4JYahiuWKTeuyB2y6WX6gsk+Hm76wYDMzhWUoSkck3sbDdMPKFLHw8I1vuCSe9PEWgzRnBBvZnNrj3BVE1uQ9adbEPzlyIsehaMKDHjkt+9n/m/XSmj06SjNSY2bsOilBVTwFkQkcckWP/YwRBcNvJhm9k6D4ddcvI+UCFUNWqOSNFTbDH5L/KhWs8/HXVRErwi/2U3A8Ms9grB4mgNL/t7qaFLXfQpvKn7h2z8vXNztMuOurrf50K88S6gurf7ooiZz0cGPQPDtAmpHndQVEWVZ2+qUN9tgaXp3NBh8wyd5FdY85vzjBiCUllNkz7v4EVGEDb4RcOAdpxk45lLdLFzF1LTH8Ks+7UHFyi6DlT2awt/FyB8xcZOSoOBkFKEtdZrDsgl11rjYHc0X/+BB7JYid0ZT3qlZ2a2ob3XJnJE7UV2KUTjhsXRAeulDr7aZu9/H7GqR4C+LgtNuQf3mDr1Rh25eZkatPR2q22R+6fWDrGtrTXq72ox931hl4yauy0JaW2tTPKaFP9kOy42T1NCX0HsPVqhuFMl1fCGgm1NETkcJ12WAnr3gE5xPUN0I0RWP5gTMPugy9L0QXhwKr9iEDiWwyjaLN9pc+ok/J3PZlfbEsiZU00TmZIPvFQLiM5LacPnwBCqAyT2zzN8T4KXFfgCQuezRHglQPize6ZM6b2HXFYXDErCbnNJk3wgx+aiIYuIz4lUbfV4M1SqQeV+0FLB0oy32nXVtnBTkzzgUjornqz4Zppcx+Nhdr9LNKso7RJBjv3dZ5h8vZog9laC+LkonbxBd0Mx+UpJOvJjMrDoFgRRUNttYXaHFvJWoYHbl995NTTHnlwLis5peVlHbIKeBaz8mLaLA1rQHLDLvm6OyVVSFTkbzud/9ClYLrr0h2v7KVkmqsDqC8uNkEsMRhXf23XMSNGDC4o0GuaPSLuxcyGCfiGM1DZLTLoOvGGhL017jUt3QRyZ+I0lyyqB2tIB1PoaT1qz5lmwm83fnKRzVeJeSq8/Q4s0Stu6kNY1xk0hJkT0NtU2awvGedBiKJrFpk6XdAnqYvy3KyEs9KQY9+vMpRfkGjdX30UaW+wKxkHwG1Y2QfSZCZEWROxMQKcsmEJ/TzN8awq7Lf5M6b9IeNEhfDhh/2id5ra80HRATe+dAi4WbTaobDUp7ArrZvoE/Id+vkzdYvFmzeHtAc0IUvkvv7REp+6t5pSMv+SgN6ctdytvCLO+TqKn4T81RXUrixhWpS4pLn8gyeuMckRXN0u4ohidfz24JDYfg7eLJyWi6Rbln3zr9lneA944q7QGT9rBatXxU9nhMfK+Mk4bQ62J78CKK/Oti65l5IEc320fUbTVIXYTJ74Dz/qqARm4p8YtP/DTejhYY0qUyXkuTO+8RmBJc/dazM/B4mOZaEfINP2lRupAn+6qk/kSqft9eZwpDOIDaWpvaRrlmyofKLh/VsCjvUETfuUR5Z4Dd1OROaabfKT9X9g0bbUrhYLjivbSaimvvFzV1qKbeVqbfXKO6WUg9vawwjs2eYu52i+qlHL18QKgu1zQ2r5h4VKx9vWw/F1dDdFmzdLdLLxfgpC0GD/kMvOkwcPM8gS1s5/qkvLfYvIyzzI5C3VkhNe3x1S/ftxoWEK5ppj4uM1U3oUh+N4mTUvTyAe1SjG5BM/aUZvyPTMpbLdykwslYGO4/4hNnYIIfNjC211GuQXWDyYmv7mD5Bht32JEKeMSiOWLS3uBgtRTaDmgNGpRud/DjQR/EDsbLaSH0dDWJC7ZUdxbkTotYQfnC+gSILfrEZzSxGypc/0CAyjpESjD1MAy8aNEala8ZqUi12B4JKOYbZI/Ywsa9bhA5HZUFcGcJr2+ra25zKH43Qn3CxHQ0tTUWtY3SxjLetUL5Iy1iiwFD3wozeFgyKt2EnFxD38wycc81ktcDOnlFa0QEJnbDJ7KvTKjuUzwmC1Z5S4ixZx2MlRAru6Vl3ZiU007hqCa2oNn3bx+il5GN0mr3hT5VMVyvfaSL90CVcE0z+oK0d69cHSR23WLkOcj8mMC1O1mT7GlFfCHAqln95Im3HzC7I6dOqy0PtrYkpNlNGBSOKZo7paW2slvRWdfDaisSL8ZQAUy911oNV+4UFekH53jy87dR36hJTsnMqfVykfZoQGNXj/o6WTRjSwGV3T7h4zFaY2B4CmNTk+YtbTHk39ihNWqweFMCu4kAH1rykAx8LYrhiyWhUxQR05rv9Wis9YlNW5RvcUhcF7BF7dER7JYICeKz8C//9jOEGprBQwHtEYWbEKC84WkR6Kzr0R0ImHmnpvboCNkzCnNvleJRKcqy5wLyJ8So7iUDpj5g0EsbKFdhxOSEu7xbYbqazEUPs6vI37KAP9yjPWBLyy8Fy/tk5vTWy3AUvUERX3lysEZpLVFmu8Ikp+Wo0BkKVsOV2+M+V99vU9vkY3XBS/s01gbEZoxVeHb9Bge9vUF30sEebZG6Ili9xgYPJyk/f+qaT2mvbGL3/8JrOEWf9rB0aEo3KGbuFSh8ZRukr0iXInwkjtkR7YLZlbDyyg0+Tr8WcNJCPTJbBumL8m8LT0aYvdNa9WuXt1i4e5rM3hnFjcPIy3LCbv/VCNHrNtVN8jMoYOXJUdoP1sUaZonqtVPUEqzdhfEPXqWyVdYGP+kL5WakS/FoQPFNTeSxNM1x6fgYHgy8WqH4msX0u3MkpzSRkqa8Q/i43YJ0zhIzAc0+mSYxLfP5yiab7ukMblLTPponeckk0Ir7f+wQvTGXmz9ynOkHffyoZvYueZbtBizephl4TSxK1fVSgIWrfVLXZgHlx2c01X09YvOCqYsuKVLrqmRPK2LXLZKXTSLLCu/bRUiJZUl9apnIkny95IwvfOp+LF1k2SBUl/nxh+85yDs+8obgB4HoYylUINi72LwQttbeNC1s2lOK4hE5nSZmhCR1/YMBzu4WA2+6NCcDMlc88VhfDJE/pihvM2kNmszeaTN9pbgatt5cE6A8QSm6CbHZea9nqa6zZIQ36su6qyD/SojWDV3Jon1fE7upmXzcJXPCxtjQpPFTdWrroiSvB4Tqmrk7DOrrfvi+9CO/ceqQZnG/wcBfR8kd78f2LIsMWjUsQnUZjA9+/BrxiyFy531UIGb/J+79E4qvm1h3lSQ4+IJHc1xOH4Yji7HZg8omk+iyJjYvG7NVtUApqpuhupLAWrExZiLU9/bwHUmuV5uaUl3216f4dYPKm0UMB2JzarXNN/hGgPdsQbigQGjOZvFmma86/QU7exZqmyHy33LYB2V1qK8xmbs1gulIOsPQT10l+1PXmXppUm6aSZh8vC12nWGLWjXG1AcNZt/rEdxZJQjD/K1h0hcUbtqnvV7SWeymlpOQJZL/hTsDGuPiu7vvswep7vBoD2uqG6MU/ixGbYOo4uw2RGYkWmrhgEHpaZH4Of02TXWDQe6ULMxv5RBGKj7LexQDhz3qk2E6Ey7dG1uosE/q56fFx7Ui3sVwSTH8hI3VkuvSGRB1W6gmM08/DI1vDkuk2hnVn0P3255LBtHzYbyshxcX7m3qrEV0SZO4LrB342iS6LEYQRiyT4sYx7mzLvmUVb3aNlu8ySB6+wpWR4QD8VnN5Y9ZDB5UWF2IXg7LCWRBJPOdUY/OkARAd8Y8aZ2NmQy86RJdNFjz9w7NcYPEmhqJE2FSFw3Gvy+FUm0DRB5Lywl3STBk1U1SKOSOGqz/unBjcycVQ4WazOu1nLhWdlo4mYC7hy6SeS2MH4LcOYEZhNY0V2PSADLnIDIn7bDA7lufunKadhPQKVjSwj6tSE5BqAoj65fRoYD8MelwAISqBrHFvj6gYGAv2HA2SepECHUqSWJeWuOC7ZPPpz5pkjpv0VvT45FzuzDaBlZHANrhkiIIyUZn1xSlHSbdvEFrjU/qqgjmUpckOHvgNXM1DN50pFgEefYHDsv9YXUUywd8/JCcZvTVOMlpARbMfcghvhRQ2Sq81UhJhDjp85L/GH8khdnT1DYY9HIB8VlFZ0sXLwLT312L3VQYriZzzKb4nhliJ6LMvlOUmCu3eFgtaI8FuHGo7chQ2SbilmjFJzAhiEsIdmDL/dYaFhUvQOlWF95dJnVN8ml7Iy6JGVnn7AsxnnpsP9ErIV586gZSxyUlCVNjtwLqt3QwegLF8CNyUgOZm7aLkpySueRL6kzFJlwTwU1zo0v7ZJZQU0ZQ3QHNwOE2pb0+qTfDkn/7tQE6wz7pqz7Le/pt+vWeIPB6spZ0igav/dub+N7T+xncvgRAc1JhTLaILsnstvOpCtW/Hcdqacp7Axbvc/GjkvlrOsLq9VYiuEmT5GXhgMfmJa2kPaQYeNOlvCfAakkOc7egyVz0sZoyEiucFkze4DtmCDUEA2r4oCMBkRXNwh1StKTfiNAa0RS+FqM5DrO/6FBfFxB9Pknxd8PUNiichPB0DUcx+YO3w+D/59eP/Ma5M73CyI3zXH+vQelGj/q9bRbfJeCAcNmkeXMbuwmV/zJBbF7LxpfvYrjwc7/0a9TXQftoHsNTVDdaZM9ApOrTuknoJqajsdsy1O/lZLH8ykf/hOFfuUSkrLCWbayuInMe8oUG8TNhIiuK6ItJ7IZm7h6p7t2UBAx3ixJXljvr829+/suUt5jUt7hEluRklzkvC70XF0FEpCoiCuX15fwzASu7hRoTW9CYHWmlrHxhDZW/mcBuQXPEYPCNgJVdMeqbfPwQbJlYIHXWYvw7Jq3rkggSnxVFJrZm+CmLcAWS0w6Gq/Aj0uocesHgHf/kFVpj8PSXbsboCZO2lxNPaHRBxANuXBaC7BlFuKyIz8pGs/HHL9CYhM6kS6eP/jK7kDth0M2IdaZdNKXyswNy34uSPBph5slJbvvkmzDc60cYCVXHdDThKhTfhN6gR7TiE5tXJK9LweNkAlrjivRVrz8nEVZxbFETmbWxOno1Y7N0Y0B9rah5rY5UubkzkuDSKSiCM0nMjsb44Mpq2yy6qPAeL9Aeks+hOaEovm5SWytFm7ZEjNEeljZv6pxFdEHRGDNInRMBy/5PHqf9cJX4vOb6O8N0b2ijnsnixQUQ0S6aIt2f6NDN9TMpUyJGii6p1U1v9o4IrbGA+nrQ/3WA7CVnteBx05rim/DI1++guj2gtL8fzlzz6TSEVvPWq1uQ06ybgOJRj3/x0Feprhe1svKFKlXdIrD30n6f5KxH8DcDFCcqtIb77daBFqE6xJY98YCW+nm2dWmpxxY05a02zTEl6Ma+FaG+xcPJQuh6iMJ3osTmDYZe6+EmFZ0dHbSlcWOQvhKw5rE6iVmf4usGoVaAF4HWO5rUdzhUN8l4AgRiUVsneYrFYz0aYwbVzZr4jKZwyMTqBuTO+6Quy3y5PayZ+LKFG1Oc+9kvEF6W/NvOqCcWiKowahMLHolrmnDJIDHrEz0XIb4gn1vqqmZlh4WbguXHx0DD0HMmxeMB+dctlIbccSkiQzUf5cl9srLdwupqwgu2ZFhmAmKLLukrPsPPy/UxbJ/EX6fpFAysXkBo0aayVUsKz4J0Lbqbulgtme25GZ/cMelGhC5GSZ9XWO9bITGtSX54nuIRQEFjk09x04p044YMBg5BfY2c0lVIgrQ7eaOvC9HUNkRJXbRwUm+PLgZeVzRHTOy6tIs3b56lWxD4S3UzNG7pMPdRRw4LXx6QdWdGU/xGVBwKZwPcF/N0CtLmj86aTHxLEKbRRUV9k09ryCJ5xcTsSfs5fcVn6n0xmuMyo6xN2gw/D4WT0nVJX5QELDcpNqbGmOABr54ZpjkmHvzyzoCRiZK060+b1Ha4ogLvQjdjSKfo2QTKVzhpmPpVyUgO1zWmK2t6azj0Q/elH/mN8/RSke6XhojMm9hli9CxOOGrYWLzGuVB+GSM2HLA4q2yWBoODHxTuI+9tIS69gb6kvJAjvTNIZPw6ShuvO85RGYs+RNiRH74d36VY29sIHvBI7tzBbsuqSPlahwnqenmNK0RTewjC4w8CxPvmiJ5TZO8YOGkJFRZac2//m+fYuDeWRKXbLztAgdfusXvG9wVd7376Kr/KFRTlLZbfUGOVMOpaZfWepF4Nz5Wx+xJSG5ju0N9UsJli4cMYssBF1+fpJeD2Q+7xGcNenubuAmp+rNHLKyfWhRG7AM2ypPFLn/aJ1z3+db3butbdgJCVdksnbRm6UYbpeVGSl7TVLdIgkTunHBmAWb+YgOZCxCZlszM6LImMSvMyMZaRX2DGOBNB6zFEN2sJFu01rk8+fwekq9GaUy8hcwLCGyZEyWv9YhN2azstBh+rsTSnS6hliZ/VGTvTsqkeEySKaJzJuV7BO3nxsWbazc1mZMGxWMiNrLamu5NTZqjBsOvNCXJQSuaE4ry2TzlO6S6TMyIkd5uano3NUWYYMPAmy6NcYXRE3DA2LMOnS1d2iMaPyoew3BVNtZDX95F/UiBpbtF2q6uR+W06EFlt99PK9H4K2GsLhiuIn7vEtmLPtV9YlcJHixjN/ut+G11Fg/AtQcsYguSRhObVfTSUnEbPYVVM2mMm5S2WRRfCP0PeZyhqqaTFzN/a8jk9/7g4/RymqV3uGQuBXgJOUG7Ay7xKYvFm0x8W2F9KY/pyJw9/dUEyRmfudssggM1Fm+TQiZU04KGG5ViwnAhfdqm/JEW2XMarEBgJBXF0n4RWLWHbMIlTexklPQ5k25eiX2gGBVc25Bi8UYpNCf+0CB6NYTZU6v2DcOB+oaAwnFNEBZkXGzewHRk9ljdYFLaLkCH1rDB2LMe5S02kYrPjj95GC8iqszRpyX0YeaeCNqExqglrOicpv6JBnYTUle7jD3TojGp6A77tEd8IiVprXaKBpWNJpVtms6+thRkEy6dgkXqqnRflJbZf3JKnosgpHHSFo0xk9ZQPxWna7FwwCRaCpi902DswCypSwa+LbPx6JKChs3QGz26ecXoU4pwXWAZvaKPk1K43yvSGlWoPyhSX2PgZDTpMyalk8V+d0tTelC8mYd/6wsoM6B0gzxzKhC4xFuzW8PrQ1hCUNsg61N3QFO7weHy4QmGDroMPR4iOaWInIwSORFj58fO4H+8DEjR7cYM2oMCBQlX5b5IXjUIVzROyiA5BYX3zhCbNmmNqlUyk2gI5KAi4HeZezbHRIxZ2+xTXy/tYh0KCCz5t6YDRqGHmmwTKQesedRj5cigFKYZiF21pfBb6ANz2pBY8Ele7SuSz8cx1rQERLHBYOSlFr30P2JxkNmDxdukMi4c17THpB0Vbogpd+Coyyf+zffQhqa2Sdogy7sNrAdWaEwYopict8hcDqhv8ejmpXKKLsrNjy8VdSdvsHyjtNAaa2HkxYDWgIn55bxAFXqa4velTSJBp4r540OUt5nMPbKG1oiisdXFSwQ01kJ1vYUf0sxXUhguxF+JAxJm7MXllHvki7tJXndojRj85S/8qUSmXYTOsODOlvaGyB61sCsmrmsSqcisceIRY7V3rxXU1svg38n7RM7IMLX47RjH//nnwYD6Bk3j0WHsJujBHnYLKptCLO01mL3LwskJfcRJKtxNbfGUdsRP56QUKzvl5hx+WZO94FPdaEr0E3JtnKSiO+zR2NvFDymW9wtYIXFNZlQEQh8ZeFOLOvKcT/qUzdDrAU5arnE3p5i9S+hBzb0dOgMhYguSInHun8eJXg2JaGpYMfScSXWDtBADU+azseNRUHKdonNSVNgtmL/H77f7FLFXE6Svelx7dwKzp+mNO/TGHNIXFZELEQAW3u8wcFhOqqkn4izuD+MmFNWNNuEqnP6Vz9McU0z/nIv2DAJbAnlzpxTlHZriUYdH/9l/JLqkGPt7uS5BSFM40RYbUlkWzPiMKKSde2qEK1B/ZYDSDpP0m2HZSE7lROU4Z+CcSxEuGxSO9j+fMUVi3scPK3rruiQvG8RnpTPQLQYyy/4HJ043Id7NUF3zvl95QfxrdUX8TFhi3royR5/4rkG4rElck39X3SBz/+iyzJnaBYPxZ3v0rqQwuorIkrTselkRAxWOaXqFgNpuh+BCQuANl0KE+0Hq2TOK6ftNulmD0gGPXlbavnZTFsdrD0onoHjcwR3v0RqHxZvj9AoB2fP+6kbTWAsbvtYmuuxS2mpDAJlLXl8AJYtdckpT3iEWm+p6m25eM/MJj+iikLYak5q593nE5wOCTS0q2zXZiz28ZJ/E9WKG9ohm4eYYSzfGUT6kz5mMPidBDJmLgukL1WHwDYi9ISKt9Amb0m5h/qavCqVr8ruyGXXzok5+i4DUvFksUJljNuGynOyypxULz4yhTahuFWV1+qqHke2xcCCMF9VESq7A8JsQmzFxsnKqbk14LBywUXtrmG2FCiR20ItrrB11Al9O2uuf/Slyz0UovqmpbDLRpoxEmmPCtW2P+jQnZB00XKhsFm907EoIP6xxUiYLd8qzbLjSqTv26Da8x8UrVjghSTedEZ/sOUl8yV50GXzwOtUDjoj9NsL1w6PkzntYbejlNTruEViQ+vlpDE+6bV5C4BDdgmblJl/CDSoiGBx+3mBll1DN6vu6+G2L/GNReimDqffZZPcsY3aFcJQ/I2u/2ZP33B7SrOy08BKiVo/NawxDxiXdgYCZe+JiU/shrx/5jdMPg4p5GB4s3KYx24LgMrsB4dtXWLjZ5j9/5X2EV0xCVRk2585qVubSRMqa8u0Og4dckXVXTEL902PpdofWiCZzSgbJhdMd0ufFs0jQn6Eo+jgzTWdI0Rox8JI+2bNt6ltdRp/zCFdYvWkzx22KhwzcoktggzPictP4Nbzo2/7D6Ioo2UIN2Xiu/rhFa3uXX/tXv0QQFul4eNkgd9bFDwlMWhugLyZY2iMS+/qEnGzNrqjkEjMBoapi4DXF9veeRyupIO/4pV8gsiKtJ6sjpIz8MxE6Axo3jpjUiw6RRUtUugXF4HcE66ctGDzUYezpmvirZl3m3u9S3mpi1/Xq+8+/KZmJkUKH5JEI1f090hM1gpCitlkCls0eOCmYu9/H/bEq87eK+KI5YtItBLTG5bSWnBLfGMthGmMmqesOBIrY6QjpKwFOSqKESjeI6bm2zsB0JTd14M0e2z50juYkjD/dIFzVeDGwKuLf8qOa2k6X5rBJZEUWsuEnLfKv2QR95BjA6LdsyltM4ZgOKLyYJlyWk059Q8Du332Y9riHvh4ndinEyIsabcoMJXVZ0Ri3uf9L/0wUsnmDXlqijBZvikkBNaOIVAL8iOJn/s13SH0zSfKBBex+YK8flbHBxFM9Vm6WXNf8SU18Tlr7ga0ZvmeGTl5EOpNfMche6GF2hdUZW1MXe8rg2w99fDEgdFuJyjb48umbViOgNv7YRUxH07uhTWxBs7zLwskoGutg+aaA7rBPazwgd9YjVBfl8/LuCNkzEC4LeMHo+1zdmMwAk1cN7EWbwRsXKJxwiaxoEnMSSB1f8EhdNIhUAtIn7f6MU+hgmYs+iUsW6x+4gvPrZcYesXCKHuGKZvwpn+aoSe6sdAXspmL2rgS1tSEGj3QpnNRUNlpElqVgUPtrlHbLBjjwpoMXg8L+RcyrEdpD8j3DZUXkUljYzC/HSV4x6GVt0uchd9YjthAQ2JrmOp/4vC/AlJWA5ogpJJ6yJ12vQLCA3YKojdNTHsXD0MsYrDzYIT4nLezqZul6BKaivk3U3vZFKXK7BTlBOSlwU4p97z9F+qpH7qSIieY+4hJ9M4Yf0bjpgLk7IrSGDJwbm7THfb72iT8ifQnGn+jny76QJlQX9Xb5gEsQDuhdTOHXbAGof9Om+74a4apPfFazslPWvcwlCbVPnzfF8tFShG8uEYRE2W91IHHNoL7WYOxJoR91BgU039rg0LpDumrLu2yUlsKwUzTIHzUk6vGLYxgrtszM+8i92R93hehma8yVENFSQOVvJnDjEj9mdkTc5gx4EOm3ZW+p0MvL8z+2b46Z9/oMPR4iPBuSZKNxCQApHy8S/rEloksuhqv74zEZB0VK4mfu5TTaFO5vby4uQdcjLXrFQAIufsjrR37jDCxIvx4hc9knc9oQBeFIgBc1SP9pisCU01u4LCZwP6zInKiSOWZTv6vD0PdtKlskSugd9x9F+VDb6jH0pM2lT36B3Nkehgt3/elrhBq6P/RWzN8WpnpHl+R0T8zYSWlpmB2D6XfGiV2zWfqZDl4M4tOKxJSF2dEkZ3qYNUHAmRGfo9/aQeGUt6pWrG4UwcPKJ9qU9nuYDQNjJYQfljlnabcmcylg5j5TQrMnLJJTQrQJ1fRqikN8VtEaD6ivU+z4JydxMprmmMH1L2wUv5IFc3co4osBgS0tTLMj7ZfYnFoVNg0+YwtXctCgM+JTXW9guJrOGof3/vlzXH9PGqurWbwxRPhyhFAV/IgS7xNQ2yiLputYRCoaZWqC53NkLrlkzsnpwMnIwp+4YGP/fUYES5M93ATkN5cYPAiN9zbxQ7LJJKYNOoOalZ1hUpeli9DNGWTPS6vQ7CrqGwN6+YCgT8OpbA5x/U83Cflnc5zYckB80SdUV6SnegS25mcOvLSqlFU+dDNKOKqlgNiytOwboyKCCMJSmb7lmfXurpE+L2IaLE36PGQuSYZldMHA6xvfK9uF84qSE3ykLCKcxg7xkdU3BXgRiRz7nUPvobxNwX8pkpjx6WUDrCZEl6G2Nszok+KBa41I26u+ATLnFY0vj9LNCfpv9i6byX93gV5O0cuD9UyGl37m9/5HzqYG/7k8+ROazNNRuc8dWPyz9dTWmvjLEZpjYOyt9X9mzZYd04TKBsNbl1i80SJzyaOy2aQ1FtCcUP0YPWkXezFph2tDQtwjy4ryc8MsHLBxUgonKWznpb02yheqi5uQ+yJUFRVxYAusfPob66i8OMTSJzrErtokPzVLba3ca9P3y8zJasuzADB3W4TAhMxlUeSmrvmo19Ikr0hHYnl3iM5gQOWVITIXpHB1E/LzDx5yJKz9fqmaZt4tIeKL+y3sdsDk91zWfsvDdDWxxYBQXfinnYGApb1hWmOKSEWTuSjK+swlX1Ty66S9GcxGiS37JGYC0pegcotDZ1Ax+LyJ3ldfnUObXYjUApy0plPUXPyTbZS3SNu4PRqgZiPYLTmdx2dMfupjT/DAZ18l+2iM3FGDz/7hr1F9dws/JNzWkQ9O4Uek65V/1WbwVYP4jMJwDFY+0GbmAz7q5QydokV1M2CAvqOK8jWdLV0i710kNeXTmXCpTmVIX6BvRZFrNfJiC/+hFUEjXpeNCAOsU9JV88NCXqtsNrDuW6G+Xk6u8/f5pC4JwrBwQlM8FmDORqhugfxxAWE0xk2sjuACnWGX7g0dCid9MgMNItfC1NcH8FyW7DmfcEVT+/YImaMh6msNktfkPlz71SXawwGJa7BcSlLeGqayySZ1pc/W1v3xxYAisqwI13z8iMYa6OBHwOnYZE8r0kf/Ec84DVeSBWprTOmTpzrEpw1qa02W9obw+0KQ6HIgUV1tzeVPZukWYe2fSgCz4Ygo48if7sFNQPyaRWmXkpDniIHV03zl2/eycJ+HF5dWabcQoBbDLPxKDyetyJ5W2A2N1ZTMveiiJjidornOI9QQLq6TVlTXCSu2tgkyz0WIlDS9tEGxb3NxipKtGXo5yfjjgvCzmgYr+0VsEZsTxJbVNGhMmDTWiLpQm5C5InE54VpAEBIijeHAwW/uEjVkTVNfa6B21mmN+4RLBgsHjFX8mpuUVlZrTNrUsVnF4t1ev8WniSyY2E05WaROhvjq7757VZ7fXu+QmNEoranv6pGalo1GK6ju7zHydRE/pN+IYNeFGxtqBASWhMpK+0rUnJGKJp1uE1nR/O32v6U9aJD9/7V37jFyXeUB/3137jx2Z2ZnZt/rtbP2xt7gR2zsbIiJSQKCJnEUAi2FEqGQQqWqDX2gKqqoUiH+pai0RYWiVFAeSiGlASVBDZCYhLxD/EzWr+z6Fe/bszs77/c9/eO73ixu1nRD4p217k8azd2zM6Pz3XPu+c7jezwUphrRzlwLQeKYG2nmtQrViG47Te4SWk5B5z51xVj9pEPHoSq1iGFuZ5lim5rLz2wR8t0+TSh+4yS5VQFuvukgD//TB9TV49os9iemcQKiq8/PTDO7UbcBrZqbsq0vo6Hi0qIZ5Q/G5oNttO61CWYN4x/SwATNU4bcQJViXxVfWf3D2oZKVCOw/e5XAWh7wU/XSwXsrBpQJa/20bI3ROcBh9SAj56/OkHny1Do1VRYoZTD9DUW1po8HbtHNXlBDdoP5Gg9nKMe0lyZ0dPw3JNbkJpa+KY3OOz6zr1kr3sjH+fE7+kZf36VRXqDZpZx/Oq60D5UIXzWohbRc8x6QFcVk//VR6WvzMwL3cROGFIDNi2nHWKvCZ37am4giQpzmxwSx/RMO7lNSA3Y+PPq+iEGsgM10ldaNKXqREYNc5sdqi2GzgNVamH9TPSMw8wWIXrGYOd14tj+YLMaFz3Qy9zWKnZBw9IBrlGY4C+oAkRg8joNQF9stWg9VqP1aJnwhKHSYnBCunLxF9R9wViQ3Vxh+poAtSah9GqcUMohsc/GCARnYeo9PowFkzvVwjR7hcXMFr8qwWGh3Kb+ucmtQqlVzweDqRp2ScMrhsfLhM9aTFzvY3aTReyuUWK/DpLrr1FOWEQfjhI7oWNCNWIoxSwSR3QVporXUBgo0zRp4SsKuT43aUWr4YH7b+HRH19Pcoduw19/136aXoyQ3GpRvmOO0UfXqqucu1Ny7pYyzdMOwaRFx0NNXPGghistxzRLTDXmYD8epxq28E0FST/XRWatj9Z9NlbZ0nv0nhyJY9o+E9eHeW7rjzUmcUVXbE2nAnr0heZLbh6HpmmD/4etJI6qdayULVLb9bjp3HZ9DlqG9fw7lKoTTDtU4qo8y3GLjl/56XkoQK7bh9nTip3X8bHaAtODFrk+MCKUOnQcKn04TdN0ldnBdoIpi8x6Q9PhJtJbNXVhKKVuUP6CWveK0clAKa6B+DnVTGzE0LIvhBGN8byoXnpbtNs7iBOA7l/6CKSNmm0/pXkui9uLODYEkxbthyr4quqHWG0WwmM6C05ua6YWNWTWO1T+KIXUdfB2bKgHDJWEQ+0vZzT6SBb8kQq5DVU6rzpHIO2eGZ2KajLpkiH8sUmCc+h21jrdFtl41Si5NcLces2UXo0Ksf4UkdeFmZ1VmpN10ustkttcq81Rm+xatY4LzlZpntRZ3OrHDbWwQ/8dJ5j5VF4PrIuGpmlrPgZjocMmOlan0GXpQNll5re66gFhbotmWnEcwVewcLZlMbYheWOFpqTD1juOYtWg2laDzbqd2f68H2dHluZx8A+mMDaMf1DN+6d3aVjB4CyEhwP484a5jQ5de/xkV6uiiY1A08kg5ZiPTD+UWtVPs9QO2dU+wmc1cDztZTIbNJD89LUgP0swe22NO796r4a067EIzeoWrFybphIRMlfCxK4g1YimGgqftahEhdEP6NlirsdHeq2f6AkLU/FR7DLMbTSseq5OfrXhuo++QuaJbmoh4Yk924mdLhNMGaz9Uaam4vMPhv0vbTS7+UWlpv6F+bEok9f5aDtSI3amRmznNFbFXUm2qNFD4oBNMG2Y2WaIDPvp2ePDKgtWRRh7f4hq1PDMU1cTfO8MpVYhua2Z2AjM7c5TbXGoNUNyq05Wjv10gMw6i2rUYWrQIrnVR+IoBPdGmNyjARUSxyC9Iczkzijlnirpd1dIva+svss+6HtUz1r9mzMEj76RjzN6JEDLWc3D2XFAtzC7X9A+VkrYtB2pzuepdPzqsxeZqNOyL+Sm2cJN3Sc4fiF1lc2an2voOxPQ7a9yQtP/gfrABjKGNY8XaDmqqd4cW+M29zyjDuulhA8nrtllqs1C+yHDufdriMV6AJqmyvpMFgztL9mkrzLzvtC9T9cwtvrsSk0H4b6flSl0+dSxPWbhBC2MT/vnFY85VKNqTVlr1pikTac0HKY/b/CVhchZ3Xmyi4Zcn0PrkOHUnbqtW2xVJdrzbB5/wSHbB6ueqVH361FEbo2ZP1P05zVRdSXuJ3dtkVBSqEYdst/uJTFSAQOdv85SD2nGHQC7oMnPAznXatjNmBMdChIZdaisK2nQ8WlD87hQbkUnLkNCqc2w72vbCU843PfxHxF8OE6h1yG2e4LUJsj2Q+z5EOd26FZsasDHmY/rqtuqatCM+JBF/sYchW4hfhTqQQ2GktpVpvdpnSD7D0WYuVp3VMqthsEv/jnxo+oWN7feovVoncRxd3EQt8n1aZS0ekCYvb1AIG2IjvhY8z/q1tWx35Dc5iN1taHY5VBs81FrtujcV9ckAy2aW3Rmow+7aCjHUTet4zUCaU23Fj0F+RvyhMd0DK0cjuEELaavN1QjDquedbAL0P68TeZddQIZrWMwXaf7afUvrSbqnNtVIzNQo95kSF6jgeZzfbD26vFF9VLDK06rqolRs/0QOR4g21+nEjf4Tqoxh11AY7B2qCGDhp/T0FGlNrUqdcJ16nva1F8uqQER2l4R+h6rMZGM6ezmQJlV3w8SnLA5d6SDYEpoHRJix4XcuhpT7zWMHe7S7YqKJoO1CzD607UUe+vz/pzZ7SXKL7QRnqzTMhQgNWBT6q5hu6H0rKq+Zq+tMX5DE/WgGirlu3w0jfsYeexKgr9sodjtUOwU8mtrOH4dQKZuqjN6e52WM3Vy6xyiZ9RHseNgjfB0ncCsRShpCD8RIf4a+A5ECc5YtBwMUui2GP7Wu/AVDX2PgP+FqOaJvDVHPFLAX4DC8TjZK9VZ0KpCz1MW09f45kNdTe2E9v0Wyd1l+v9wGIDWIyV6nyyQui1PKCnU3lVgzWPqjF3qMGS2VvDnDIHhJpymOrUwdL6sij6x3ya9vUz8hG65Nk2rAVfToy06M3TT/fhKOrjk+uo0n3Po2A+R0xbpDRoi0fFD/w8cVj9Zpv2AcPZW3fY59K2rqSQM2X4N8D12U4hKi4YUDA0HCfTmaT9UZPSuKh17M4CuyB0bqAvV1RVmNtmcvRWyz3ZSjaiS8Od10rXl7sPM3qCZaeIn6mTXWHTurxFKqvN390u6wkmNx6g3aazjuavA/0qEyBlNMxZ/zcEu6OAROWvoeNmaTzgezNQpD+YorK/Mp7o7NwiVOLS/aBM5EsB/RldEoVmDr6TRpOynYkTG3vDjFAfGb7Cw6rpCCo87nPxYE/Wb0hoM/WYfgTmLuQ0+jtzzDbK96nCeX6XuBOVWodCpPm7nI+nU/cL4TeDLqrKKvO6e3ac1BGRmncXwXQHiJzQweCmmMXDT/RaVqAZpCJ0Kktxu8BfVWju+N0hqi6Ect/CVtN9bNVVGra8Krcd1EL//G/9MdluZXJ/QdriiEa3eG6LjQIFSp/bdqUE1Gqo2C+k+P7ERNfwIpRxKg3l8RZ0M2EVd5Y3cZZNfo2e/kf40lagQPRyAzVliJ9U347P/8Qhz620iZ4Vsr8aZBnVd6H2myszmEFO7DInjDtnVPsxMkOxADalr1KWxm/x0PWsx/Dk/5Zj6NwMUBsrc8/f/zcxmDbbvK2ni61qzjn2RgyGsmt6jzGCJlpO6AEheVyf6OqQ26rP5ta98XAOgF4XcT7qxyhqZx1iCPyNM7q5Q25In9HoAf04ouknRm2YNvmMRgim1Cq8mHGrNQvBEiOlrbLL9mrKrHnYIj2rIRKuqRmFW1T0iCwjNk24qO+OGzbtnnFKbUM1ocupSp2HyzhLdt79Osc3CiK4gu5/XIO25HotMnxuxra6/ExkzXHfPfmzXyGd2o/4/PWBoGyogI820Dqm1cOKYYWajn9C4D3/WInOFTX61KtW2fRbWvVOUW4Rz2/zMDVjkuyyskkXvzy0iJ21W79H8o4VuwVcSKl/vWVQviTGLhxVqBEQkCxxf7nq8DbQDyeWuxNvA5SIHXD6yeHI0FpeLHHD5yPJW5egzxnRcWGj/7vV5xzlujBlc7kr8rojIXk+OxuJykcWTo7G4XOSAy0eWt1uOht+q9fDw8PDwaCQ8xenh4eHh4bEEVoLivH+5K/A24cnReFwusnhyNBaXixxw+cjytsrR8MZBHh4eHh4ejcRKWHF6eHh4eHg0DA2rOEXkVhE5LiIjIvKF5a7PxRCRNSLypIgcEZHDIvLXbvmXRGRMRA66r9sWfOfvXNmOi8gty1f7/4uInBaRV90673XLWkXkcREZdt8TbrmIyNdcWV4RkR3LW3tFRK5acN8PikhGRD6/EtpERL4tItMiMrSgbMn3X0Tudj8/LCJ3N5AsXxGRY259fyIicbd8rYgUF7TNNxd85xq3T4648i4egfvSybHkvrTc49oicjy4QIbTInLQLW/k9lhszL00z4kxpuFegA84AfQDAeAQsGm563WR+vYAO9zrKPAasAn4EnDvm3x+kytTEFjnyupbbjkW1O800H5B2T8AX3CvvwB82b2+DXgMDQGxE3hpueu/SH+aBPpWQpsANwI7gKG3ev+BVuCk+55wrxMNIsvNgO1ef3mBLGsXfu6C3/m1K5+48u5uADmW1JcaYVx7Mzku+P8/Al9cAe2x2Jh7SZ6TRl1xvgcYMcacNMZUgB8CH1nmOi2KMWbCGLPfvc4CR4Hei3zlI8APjTFlY8wpYASVuZH5CPBd9/q7wEcXlH/PKC8CcRFZPOTG8vBB4IQx5sxFPtMwbWKMeRqYvaB4qff/FuBxY8ysMSYFPA7c+o5X/gLeTBZjzC+MMTX3zxeB1Rf7DVeeFmPMi0ZHu+/xhvyXhEXaZDEW60vLPq5dTA531fgJ4AcX+40GaY/FxtxL8pw0quLsBc4u+HuUiyuihkFE1gLbgZfcor9wtwa+fX7bgMaXzwC/EJF9IvKnblmXMWbCvZ4EutzrRpcF4JP85mCwEttkqfe/0eU5z2fRlcB51onIARH5lYjc4Jb1ovU/TyPJspS+1OhtcgMwZYwZXlDW8O1xwZh7SZ6TRlWcKxIRiQAPAZ83xmSAfwOuBN4NTKDbICuB9xljdgC7gc+JyI0L/+nOMleEObaIBIA7gB+5RSu1TeZZSff/YojIfUANeMAtmgCuMMZsB/4G+E8RaVmu+v0/WPF96QLu5DcnmA3fHm8y5s7zTj4njao4x4A1C/5e7ZY1LCLiRxvwAWPMjwGMMVPGmLoxxgH+nTe2/hpaPmPMmPs+DfwErffU+S1Y933a/XhDy4Iq//3GmClYuW3C0u9/Q8sjIn8M3A58yh3gcLc2Z9zrfeh54ABa74XbuQ0hy1voSw3bJiJiA38APHi+rNHb483GXC7Rc9KoivNlYIOIrHNXDJ8EHlnmOi2KezbwLeCoMearC8oXnvX9PnDeku0R4JMiEhSRdcAG9LB92RGRsIhEz1+jhhxDaJ3PW5zdDTzsXj8CfNq1WtsJpBdslTQCvzGLXolt4rLU+/9z4GYRSbhbiDe7ZcuOiNwK/C1whzGmsKC8Q0R87nU/2gYnXXkyIrLTfdY+zRvyLxtvoS818rj2IeCYMWZ+C7aR22OxMZdL9Zy8U1ZPv+sLtYJ6DZ3l3Lfc9fktdX0fuiXwCnDQfd0GfB941S1/BOhZ8J37XNmOc4kt0n6LLP2otd8h4PD5ew+0AXuAYeAJoNUtF+DrriyvAoPLLcMCWcLADBBbUNbwbYIq+gmgip65/Mlbuf/o+eGI+/pMA8kygp4rnX9Wvul+9mNunzsI7Ac+vOB3BlHFdAL4V9zgLcssx5L70nKPa28mh1v+HeDPLvhsI7fHYmPuJXlOvMhBHh4eHh4eS6BRt2o9PDw8PDwaEk9xenh4eHh4LAFPcXp4eHh4eCwBT3F6eHh4eHgsAU9xenh4eHh4LAFPcXp4eHh4eCwBT3F6eHh4eHgsAU9xenh4eHh4LIH/BamTsbZcEzCpAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pois = (std**2/flat).clip(0,2)\n",
    "pois[numpy.where(mask)] = numpy.NAN\n",
    "fig, ax = subplots(figsize=(8,8))\n",
    "ax.imshow(pois, **mpl)\n",
    "ax.set_title(\"Histogram of std²/median values (masked)\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "normalized = grid/flat\n",
    "normalized[numpy.where(mask)] = numpy.NaN\n",
    "fig, ax = subplots(figsize=(8,8))\n",
    "ax.imshow(normalized, **mpl)\n",
    "ax.set_ylim(1100,1400)\n",
    "ax.set_xlim(1000,1300)\n",
    "ax.set_title(\"Zoom on one chip\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can see we have between 8 and 16 grid spots per sub-module. This is enough as 3 are needed to localize precisely the position of the chip.\n",
    "\n",
    "## Grid spot position measurement.\n",
    "\n",
    "Let's measure the position of the grid spots precisely. For this we perform a convolution with a kernel which looks like the spot itself. By zooming onto one spot, it is roughly 10 pixels wide, the kernel needs to be of odd size. The fade-out function is tuned to set precisely the spot diameter.\n",
    "\n",
    "The masked values have been set to NaN, this ensures any spot close to a masked region get discarded automatically."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Integral of the kernel:  64.79908175810988\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Definition of the convolution kernel\n",
    "ksize = 15\n",
    "y,x = numpy.ogrid[-(ksize-1)//2:ksize//2+1,-(ksize-1)//2:ksize//2+1]\n",
    "d = numpy.sqrt(y*y+x*x)\n",
    "\n",
    "#Fade out curve definition\n",
    "fadeout = lambda x: 1/(1+numpy.exp(3*(x-4.5)))\n",
    "\n",
    "kernel = fadeout(d)\n",
    "mini=kernel.sum()\n",
    "print(\"Integral of the kernel: \", mini)\n",
    "\n",
    "fig,ax = subplots(1,3, figsize=(8,4))\n",
    "ax[0].imshow(d)\n",
    "ax[0].set_title(\"Distance array\")\n",
    "\n",
    "ax[1].plot(numpy.linspace(0,8,100),fadeout(numpy.linspace(0,8,100)))\n",
    "ax[1].set_title(\"fade-out curve\")\n",
    "\n",
    "ax[2].imshow(kernel)\n",
    "ax[2].set_title(\"Convolution kernel\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "smooth = convolve(normalized, kernel, mode=\"constant\", cval=0)/mini\n",
    "fig,ax = subplots(1,2, figsize=(8,4))\n",
    "ax[0].imshow(normalized)\n",
    "ax[0].set_ylim(1100,1400)\n",
    "ax[0].set_xlim(1000,1300)\n",
    "ax[1].imshow(smooth)\n",
    "ax[1].set_ylim(1100,1400)\n",
    "ax[1].set_xlim(1000,1300)\n",
    "\n",
    "ax[0].set_title(\"Grid (zoomed)\")\n",
    "ax[1].set_title(\"Smoothed grid\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate a mask with all pixels close to any gap is discared\n",
    "#big_mask = numpy.isnan(smooth)\n",
    "big_mask = binary_dilation(numpy.isnan(smooth), iterations=ksize//2+2) #even a bit larger\n",
    "#big_mask = binary_dilation(mask, iterations=ksize) #Extremely conservative !"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Peak position measurement\n",
    "\n",
    "The center of spot is now easily measured by segmenting out the image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of region segmented: 837882\n",
      "Number of large enough regions : 5968\n"
     ]
    }
   ],
   "source": [
    "iw = InverseWatershed(smooth)\n",
    "iw.init()\n",
    "iw.merge_singleton()\n",
    "all_regions = set(iw.regions.values())\n",
    "\n",
    "regions = [i for i in all_regions if i.size>mini]\n",
    "\n",
    "print(\"Number of region segmented: %s\"%len(all_regions))\n",
    "print(\"Number of large enough regions : %s\"%len(regions))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Histogram of peak height:\n",
    "s = numpy.array([i.maxi for i in regions])\n",
    "\n",
    "fig, ax = subplots()\n",
    "ax.hist(s, 100)\n",
    "pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of remaining peaks with I>0.5: 694\n"
     ]
    }
   ],
   "source": [
    "#Sieve-out for peak intensity\n",
    "int_mini = 0.5\n",
    "\n",
    "peaks = [(i.index//width, i.index%width) for i in regions if (i.maxi)>int_mini and \n",
    "                             not big_mask[(i.index//width, i.index%width)]]\n",
    "print(\"Number of remaining peaks with I>%s: %s\"%(int_mini, len(peaks)))\n",
    "\n",
    "peaks_raw = numpy.array(peaks)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "About 800 spots were found as valid out of a maximum of 1024 (64 chips with 16 spots per chip)\n",
    "\n",
    "Those spot positions are interpolated using a second order taylor expansion in the region around the maximum value of the smoothed image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Use a bilinear interpolator to localize/refine the maxima\n",
    "bl = Bilinear(smooth)\n",
    "ref_peaks = [bl.local_maxi(p) for p in peaks]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Refined peak coordinate: [(1785.099351592362, 1929.3955518603325), (1783.5636323690414, 1257.2217598110437), (1783.6079842150211, 1324.4516076743603), (1783.748907417059, 1391.568598985672), (1783.9368447214365, 1458.8132579177618), (1784.0765494927764, 1525.9787301067263), (1784.0466967597604, 1593.323098897934), (1784.220293045044, 1660.6145988702774), (1784.5115068554878, 1727.6972612440586), (1784.9261365830898, 1862.2076490819454)] ...\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Overlay raw peak coordinate and refined peak positions\n",
    "fig, ax = subplots(figsize=(8,8))\n",
    "ax.imshow(normalized, **mpl)\n",
    "peaks_ref = numpy.array(ref_peaks)\n",
    "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \".r\")\n",
    "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \".b\")\n",
    "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n",
    "print(\"Refined peak coordinate:\", ref_peaks[:10], \"...\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "At this stage we have about 800 peaks (with sub-pixel precision) which are visually distributed on all modules and on all chips.\n",
    "We could have expected 16*64=1024 hence most of the spots were properly located.\n",
    "\n",
    "Let's assign each peak to a module identifier. This allows to print out the number of peaks per module:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "64 chips have been labeled\n"
     ]
    }
   ],
   "source": [
    "#Module identification\n",
    "mid, cnt = label(numpy.isfinite(normalized), structure=numpy.ones((3,3), dtype=int))\n",
    "print(cnt, \"chips have been labeled\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Fill the gaps in module identification array\n",
    "\n",
    "#From http://stackoverflow.com/questions/3662361/fill-in-missing-values-with-nearest-neighbour-in-python-numpy-masked-arrays\n",
    "def fill(data, invalid=None):\n",
    "    \"\"\"\n",
    "    Replace the value of invalid 'data' cells (indicated by 'invalid') \n",
    "    by the value of the nearest valid data cell\n",
    "\n",
    "    Input:\n",
    "        data:    numpy array of any dimension\n",
    "        invalid: a binary array of same shape as 'data'. True cells set where data\n",
    "                 value should be replaced.\n",
    "                 If None (default), use: invalid  = np.isnan(data)\n",
    "\n",
    "    Output: \n",
    "        Return a filled array. \n",
    "    \"\"\"\n",
    "\n",
    "    if invalid is None: \n",
    "        invalid = numpy.isnan(data)\n",
    "\n",
    "    ind = distance_transform_edt(invalid, return_distances=False, return_indices=True)\n",
    "    return data[tuple(ind)]\n",
    "\n",
    "filled_mid = fill(mid, invalid=mid==0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax = subplots(1, 2, figsize=(10,5))\n",
    "ax[0].imshow(mid, **mpl)\n",
    "ax[0].set_title(\"Chip identification number\")\n",
    "ax[1].imshow(filled_mid, **mpl)\n",
    "ax[1].set_title(\"Filled-gaps version\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of keypoint per chip:\n",
      "Chip id:  1 \t Number of spots: 12\n",
      "Chip id:  2 \t Number of spots: 12\n",
      "Chip id:  3 \t Number of spots: 12\n",
      "Chip id:  4 \t Number of spots: 15\n",
      "Chip id:  5 \t Number of spots: 12\n",
      "Chip id:  6 \t Number of spots: 12\n",
      "Chip id:  7 \t Number of spots:  9\n",
      "Chip id:  8 \t Number of spots:  9\n",
      "Chip id:  9 \t Number of spots:  9\n",
      "Chip id: 10 \t Number of spots:  9\n",
      "Chip id: 11 \t Number of spots:  8\n",
      "Chip id: 12 \t Number of spots: 12\n",
      "Chip id: 13 \t Number of spots: 12\n",
      "Chip id: 14 \t Number of spots: 11\n",
      "Chip id: 15 \t Number of spots:  9\n",
      "Chip id: 16 \t Number of spots:  9\n",
      "Chip id: 17 \t Number of spots: 12\n",
      "Chip id: 18 \t Number of spots: 12\n",
      "Chip id: 19 \t Number of spots: 12\n",
      "Chip id: 20 \t Number of spots: 14\n",
      "Chip id: 21 \t Number of spots: 15\n",
      "Chip id: 22 \t Number of spots: 15\n",
      "Chip id: 23 \t Number of spots: 11\n",
      "Chip id: 24 \t Number of spots: 12\n",
      "Chip id: 25 \t Number of spots: 12\n",
      "Chip id: 26 \t Number of spots: 12\n",
      "Chip id: 27 \t Number of spots: 12\n",
      "Chip id: 28 \t Number of spots: 12\n",
      "Chip id: 29 \t Number of spots: 16\n",
      "Chip id: 30 \t Number of spots: 16\n",
      "Chip id: 31 \t Number of spots: 11\n",
      "Chip id: 32 \t Number of spots:  9\n",
      "Chip id: 33 \t Number of spots:  8\n",
      "Chip id: 34 \t Number of spots:  7\n",
      "Chip id: 35 \t Number of spots:  8\n",
      "Chip id: 36 \t Number of spots:  9\n",
      "Chip id: 37 \t Number of spots: 12\n",
      "Chip id: 38 \t Number of spots: 12\n",
      "Chip id: 39 \t Number of spots:  9\n",
      "Chip id: 40 \t Number of spots:  9\n",
      "Chip id: 41 \t Number of spots:  8\n",
      "Chip id: 42 \t Number of spots:  9\n",
      "Chip id: 43 \t Number of spots: 12\n",
      "Chip id: 44 \t Number of spots: 12\n",
      "Chip id: 45 \t Number of spots: 16\n",
      "Chip id: 46 \t Number of spots: 16\n",
      "Chip id: 47 \t Number of spots: 11\n",
      "Chip id: 48 \t Number of spots: 12\n",
      "Chip id: 49 \t Number of spots:  9\n",
      "Chip id: 50 \t Number of spots:  9\n",
      "Chip id: 51 \t Number of spots:  9\n",
      "Chip id: 52 \t Number of spots:  9\n",
      "Chip id: 53 \t Number of spots: 11\n",
      "Chip id: 54 \t Number of spots: 11\n",
      "Chip id: 55 \t Number of spots:  9\n",
      "Chip id: 56 \t Number of spots:  9\n",
      "Chip id: 57 \t Number of spots:  9\n",
      "Chip id: 58 \t Number of spots:  9\n",
      "Chip id: 59 \t Number of spots:  9\n",
      "Chip id: 60 \t Number of spots:  8\n",
      "Chip id: 61 \t Number of spots:  9\n",
      "Chip id: 62 \t Number of spots: 12\n",
      "Chip id: 63 \t Number of spots:  8\n",
      "Chip id: 64 \t Number of spots:  9\n"
     ]
    }
   ],
   "source": [
    "yxi = numpy.array([i+(mid[round(i[0]),round(i[1])],) \n",
    "                   for i in ref_peaks], dtype=dt)\n",
    "print(\"Number of keypoint per chip:\")\n",
    "for i in range(1, cnt+1):\n",
    "    print(f\"Chip id: {i:2d} \\t Number of spots: {(yxi[:]['i'] == i).sum():2d}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Grid assignment\n",
    "\n",
    "The calibration is performed using a regular grid, the idea is to assign to each peak of coordinates (x,y) the integer value (X, Y) which correspond to the grid corrdinate system.\n",
    "\n",
    "The first step is to measure the grid pitch which correspond to the distance (in pixels) from one peak to the next. This is easily obtained from a pair-wise distribution function.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# pairwise distance calculation using scipy.spatial.distance_matrix\n",
    "\n",
    "dist = distance_matrix(peaks_ref, peaks_ref)\n",
    "\n",
    "fig, ax = subplots()\n",
    "ax.hist(dist.ravel(), 200, range=(0,200))\n",
    "ax.set_title(\"Pair-wise distribution function\")\n",
    "ax.set_xlabel(\"Distance (pixel)\")\n",
    "ax.set_ylabel(\"Occurances\")\n",
    "pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The histogram of the pair-distribution function has a first peak at 0 and the second peak between 66 and 67.\n",
    "The value of the step size is taken as the average of this second peak in the histogram as it correspond to the first neighbour distance.\n",
    "\n",
    "Two other parameters correspond to the offset, in pixels, for the grid index (X,Y) = (0,0). The easiest is to measure the smallest x and y for the first chip.\n",
    "\n",
    "The grid looks pretty well aligned with the detector, so we will not take into account the rotation of the grid with the detector."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Average step size 67.2043508651196 ± 0.07395487014128002  pixels, condidering  2170 paires\n"
     ]
    }
   ],
   "source": [
    "#from pair-wise distribution histogram\n",
    "valid_pairs = dist[numpy.logical_and(60<dist, dist<70)]\n",
    "step = valid_pairs.mean()\n",
    "print(\"Average step size\", step, \"±\", valid_pairs.std(), \" pixels, condidering \", valid_pairs.size, \"paires\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Average step size 67.20456994646803 ± 0.060251562866079335  pixels, condidering  1888 paires\n"
     ]
    }
   ],
   "source": [
    "#Refinement of the step size when considering only intra-chip distances.\n",
    "intra_distances = []\n",
    "inter_distances = []\n",
    "extra = []\n",
    "for i in range(1, cnt+1):\n",
    "    locale = yxi[yxi[:][\"i\"] == i]\n",
    "    xy = tmp = numpy.vstack((locale[\"x\"], locale[\"y\"])).T\n",
    "    ldist = distance_matrix(tmp, tmp).ravel()\n",
    "    intra_distances.append(ldist)\n",
    "    if extra:\n",
    "        inter_distances.append(distance_matrix(tmp, numpy.concatenate(extra)).ravel())\n",
    "    extra.append(tmp)\n",
    "\n",
    "valid_pairs = numpy.concatenate([ i[numpy.logical_and(60<i, i<70)] for i in intra_distances])\n",
    "step = valid_pairs.mean()\n",
    "print(\"Average step size\", step, \"±\", valid_pairs.std(), \" pixels, condidering \", valid_pairs.size, \"paires\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is interesting to note the standard deviation (0.06 pixel) corresponds to the precision of our measurement, approximately 5µm. This is mostly related to the procedure for the grid manufacturing.\n",
    "\n",
    "Any tweaking when defining the kernel prior to the convolution should be checked against this error.\n",
    "\n",
    "Since first neighbors are often on the same chip, so they are not representative for the distortion of the detector. Let's rather observe the $4^{th}$ neighbor which is at 150 pixel away and correspond a move similar to the \"knight move\" at the chess play: 2 in one direction and on in the other. This allows not only to probe the neighboring chips in the horizontal and vertical direction but also in the diagonal. The distance for this move is $step*\\sqrt{2^2+1^2}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Intra-chip average 4th neighbor distance 150.275±0.080 pixels, condidering 1522 paires\n",
      "Inter-chip average 4th neighbor distance 150.249±0.182 pixels, condidering 904 paires\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#4th neighbor: 150 pixels away\n",
    "intra_pairs = numpy.concatenate([ i[numpy.logical_and(140<i, i<160)] for i in intra_distances])\n",
    "inter_pairs = numpy.concatenate([ i[numpy.logical_and(140<i, i<160)] for i in inter_distances])\n",
    "\n",
    "fig, ax = subplots()\n",
    "ax.hist(intra_pairs, 200, range=(148, 152), alpha=0.7, label=\"intra-chip\")\n",
    "ax.hist(inter_pairs, 200, range=(148, 152), alpha=0.7, label=\"inter-chip\")\n",
    "ax.set_title(\"Pair-wise distribution function (4th neghbor)\")\n",
    "ax.set_xlabel(\"Distance (pixel)\")\n",
    "ax.set_ylabel(\"Occurances\")\n",
    "ax.legend()\n",
    "\n",
    "print(f\"Intra-chip average 4th neighbor distance {intra_pairs.mean():.3f}±{intra_pairs.std():.3f} pixels, condidering {intra_pairs.size} paires\")\n",
    "print(f\"Inter-chip average 4th neighbor distance {inter_pairs.mean():.3f}±{inter_pairs.std():.3f} pixels, condidering {inter_pairs.size} paires\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "offset for the first spot:  52.002443285193294 32.73367238044739\n"
     ]
    }
   ],
   "source": [
    "#work with the first module and fit the peak positions\n",
    "first = yxi[yxi[:][\"i\"] == 1]\n",
    "y_min = first[:][\"y\"].min()\n",
    "x_min = first[:][\"x\"].min()\n",
    "print(\"offset for the first spot: \", x_min, y_min)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The grid looks very well aligned with the axes which makes this step easier but nothing garanties it is perfect, so the rotation of the grid has to be measured as well.\n",
    "We will use Kabsch's algoritm for this: https://en.wikipedia.org/wiki/Kabsch_algorithm\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 394 µs, sys: 90 µs, total: 484 µs\n",
      "Wall time: 416 µs\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Rigid transformation of angle -0.167° and translation [[-0.67497994  0.07186018]], RMSD=0.068848"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reference_1 = numpy.empty((first.size, 2))\n",
    "measured_1 = numpy.empty((first.size, 2))\n",
    "measured_1[:, 0] = first[:][\"x\"]\n",
    "measured_1[:, 1] = first[:][\"y\"]\n",
    "reference_1[:, 0] = numpy.round((first[:][\"x\"]-x_min)/step)*step+x_min\n",
    "reference_1[:, 1] = numpy.round((first[:][\"y\"]-y_min)/step)*step+y_min\n",
    "%time Kabsch(reference_1, measured_1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Chip: 01 \t Rmsd: 0.0688 \t Angle: -0.1671°\t Displacement: [[-0.67497994  0.07186018]]\n",
      "Chip: 02 \t Rmsd: 0.0694 \t Angle: -0.1780°\t Displacement: [[-0.74921418  0.03713335]]\n",
      "Chip: 03 \t Rmsd: 0.0611 \t Angle: -0.1825°\t Displacement: [[-0.65099039 -0.06528471]]\n",
      "Chip: 04 \t Rmsd: 0.0611 \t Angle: -0.1775°\t Displacement: [[-0.60887024 -0.07475025]]\n",
      "Chip: 05 \t Rmsd: 0.0685 \t Angle: -0.1230°\t Displacement: [[-0.2155431  -0.96577617]]\n",
      "Chip: 06 \t Rmsd: 0.0715 \t Angle: -0.1200°\t Displacement: [[-0.29661047 -1.06085984]]\n",
      "Chip: 07 \t Rmsd: 0.0811 \t Angle: -0.1461°\t Displacement: [[-0.44852505 -0.32922427]]\n",
      "Chip: 08 \t Rmsd: 0.0790 \t Angle: -0.1368°\t Displacement: [[-0.6149567 -0.5646288]]\n",
      "Chip: 09 \t Rmsd: 0.0544 \t Angle: -0.1940°\t Displacement: [[-0.79676554  0.08513204]]\n",
      "Chip: 10 \t Rmsd: 0.0832 \t Angle: -0.1774°\t Displacement: [[-0.71245072  0.00897699]]\n",
      "Chip: 11 \t Rmsd: 0.1021 \t Angle: -0.1751°\t Displacement: [[-0.60947848 -0.15400732]]\n",
      "Chip: 12 \t Rmsd: 0.0718 \t Angle: -0.1781°\t Displacement: [[-0.61303734 -0.12631241]]\n",
      "Chip: 13 \t Rmsd: 0.0518 \t Angle: -0.1568°\t Displacement: [[-0.31260693 -0.36297762]]\n",
      "Chip: 14 \t Rmsd: 0.0705 \t Angle: -0.1438°\t Displacement: [[-0.31433861 -0.55288372]]\n",
      "Chip: 15 \t Rmsd: 0.0947 \t Angle: -0.1401°\t Displacement: [[-0.31686981 -0.59292319]]\n",
      "Chip: 16 \t Rmsd: 0.0910 \t Angle: -0.1305°\t Displacement: [[-0.42567452 -0.89339016]]\n",
      "Chip: 17 \t Rmsd: 0.0721 \t Angle: -0.1284°\t Displacement: [[-0.46335342 -0.51966357]]\n",
      "Chip: 18 \t Rmsd: 0.0416 \t Angle: -0.1373°\t Displacement: [[-0.53954452 -0.53739996]]\n",
      "Chip: 19 \t Rmsd: 0.0701 \t Angle: -0.1239°\t Displacement: [[ 0.17706261 -0.62645138]]\n",
      "Chip: 20 \t Rmsd: 0.0553 \t Angle: -0.1442°\t Displacement: [[ 4.30001986e-05 -3.76928307e-01]]\n",
      "Chip: 21 \t Rmsd: 0.0546 \t Angle: -0.0817°\t Displacement: [[ 0.55413868 -1.64901923]]\n",
      "Chip: 22 \t Rmsd: 0.0547 \t Angle: -0.0866°\t Displacement: [[ 0.43992015 -1.50747438]]\n",
      "Chip: 23 \t Rmsd: 0.0558 \t Angle: -0.1634°\t Displacement: [[-0.74590415  0.16988309]]\n",
      "Chip: 24 \t Rmsd: 0.0702 \t Angle: -0.1781°\t Displacement: [[-1.05131976  0.72483714]]\n",
      "Chip: 25 \t Rmsd: 0.0594 \t Angle: -0.1400°\t Displacement: [[-0.62572943 -0.46928429]]\n",
      "Chip: 26 \t Rmsd: 0.0612 \t Angle: -0.1309°\t Displacement: [[-0.43446366 -0.53914245]]\n",
      "Chip: 27 \t Rmsd: 0.0656 \t Angle: -0.1452°\t Displacement: [[-0.09622415 -0.35779262]]\n",
      "Chip: 28 \t Rmsd: 0.0499 \t Angle: -0.1419°\t Displacement: [[ 0.02043876 -0.39043754]]\n",
      "Chip: 29 \t Rmsd: 0.0634 \t Angle: -0.0781°\t Displacement: [[ 0.63745858 -1.73856713]]\n",
      "Chip: 30 \t Rmsd: 0.0573 \t Angle: -0.0735°\t Displacement: [[ 0.67171839 -1.87340998]]\n",
      "Chip: 31 \t Rmsd: 0.0541 \t Angle: -0.1618°\t Displacement: [[-0.7055688  0.0634569]]\n",
      "Chip: 32 \t Rmsd: 0.0682 \t Angle: -0.1717°\t Displacement: [[-1.01208589  0.43229265]]\n",
      "Chip: 33 \t Rmsd: 0.0678 \t Angle: -0.1815°\t Displacement: [[-1.61244846  0.11897147]]\n",
      "Chip: 34 \t Rmsd: 0.0614 \t Angle: -0.1882°\t Displacement: [[-1.67635079  0.23214936]]\n",
      "Chip: 35 \t Rmsd: 0.0518 \t Angle: -0.1539°\t Displacement: [[-0.49352376 -0.01604218]]\n",
      "Chip: 36 \t Rmsd: 0.0583 \t Angle: -0.1707°\t Displacement: [[-0.76096912  0.14619786]]\n",
      "Chip: 37 \t Rmsd: 0.0618 \t Angle: -0.1699°\t Displacement: [[-0.69792424  0.34019805]]\n",
      "Chip: 38 \t Rmsd: 0.0456 \t Angle: -0.1684°\t Displacement: [[-0.67474119  0.27075934]]\n",
      "Chip: 39 \t Rmsd: 0.0432 \t Angle: -0.1862°\t Displacement: [[-1.01621214  0.73367126]]\n",
      "Chip: 40 \t Rmsd: 0.0591 \t Angle: -0.1890°\t Displacement: [[-1.22622632  0.86035059]]\n",
      "Chip: 41 \t Rmsd: 0.0403 \t Angle: -0.1573°\t Displacement: [[-1.09985355  0.17426843]]\n",
      "Chip: 42 \t Rmsd: 0.0703 \t Angle: -0.1626°\t Displacement: [[-1.13827667  0.14404889]]\n",
      "Chip: 43 \t Rmsd: 0.0609 \t Angle: -0.1606°\t Displacement: [[-0.57011904  0.12664132]]\n",
      "Chip: 44 \t Rmsd: 0.0756 \t Angle: -0.1683°\t Displacement: [[-0.6639394   0.17390498]]\n",
      "Chip: 45 \t Rmsd: 0.0711 \t Angle: -0.1762°\t Displacement: [[-0.81853951  0.50822761]]\n",
      "Chip: 46 \t Rmsd: 0.0642 \t Angle: -0.1815°\t Displacement: [[-0.94192169  0.62135706]]\n",
      "Chip: 47 \t Rmsd: 0.0724 \t Angle: -0.2028°\t Displacement: [[-1.40784605  1.24631814]]\n",
      "Chip: 48 \t Rmsd: 0.0533 \t Angle: -0.1945°\t Displacement: [[-1.31176578  1.01794192]]\n",
      "Chip: 49 \t Rmsd: 0.0369 \t Angle: -0.0883°\t Displacement: [[1.49863622 0.16646773]]\n",
      "Chip: 50 \t Rmsd: 0.0822 \t Angle: -0.1107°\t Displacement: [[0.89642799 0.31751481]]\n",
      "Chip: 51 \t Rmsd: 0.0633 \t Angle: -0.2044°\t Displacement: [[-2.14953055  0.86171077]]\n",
      "Chip: 52 \t Rmsd: 0.0634 \t Angle: -0.1917°\t Displacement: [[-1.64335442  0.68376074]]\n",
      "Chip: 53 \t Rmsd: 0.0452 \t Angle: -0.1136°\t Displacement: [[ 0.93232019 -0.98275186]]\n",
      "Chip: 54 \t Rmsd: 0.0491 \t Angle: -0.1206°\t Displacement: [[ 0.74155689 -0.79061776]]\n",
      "Chip: 55 \t Rmsd: 0.0585 \t Angle: -0.2007°\t Displacement: [[-1.86969577  1.61932687]]\n",
      "Chip: 56 \t Rmsd: 0.0670 \t Angle: -0.1893°\t Displacement: [[-1.60803377  1.33258441]]\n",
      "Chip: 57 \t Rmsd: 0.1030 \t Angle: -0.0903°\t Displacement: [[1.36871805 0.35389093]]\n",
      "Chip: 58 \t Rmsd: 0.0564 \t Angle: -0.0855°\t Displacement: [[1.6901985  0.28538162]]\n",
      "Chip: 59 \t Rmsd: 0.0622 \t Angle: -0.2039°\t Displacement: [[-2.21352224  0.98072731]]\n",
      "Chip: 60 \t Rmsd: 0.0409 \t Angle: -0.2061°\t Displacement: [[-2.1857655   1.07053516]]\n",
      "Chip: 61 \t Rmsd: 0.0490 \t Angle: -0.1186°\t Displacement: [[ 0.72715902 -0.71879564]]\n",
      "Chip: 62 \t Rmsd: 0.0568 \t Angle: -0.0928°\t Displacement: [[ 1.71978547 -1.34312403]]\n",
      "Chip: 63 \t Rmsd: 0.0541 \t Angle: -0.1894°\t Displacement: [[-1.54608151  1.45526073]]\n",
      "Chip: 64 \t Rmsd: 0.0612 \t Angle: -0.1988°\t Displacement: [[-1.87932318  1.79230629]]\n"
     ]
    }
   ],
   "source": [
    "# Print alignment info for  all chips:\n",
    "kabsch_results = {}\n",
    "raw_distances = []\n",
    "distances = []\n",
    "for i in range(1, cnt+1):\n",
    "    local = yxi[yxi[:][\"i\"] == i]\n",
    "    reference = numpy.empty((local.size, 2))\n",
    "    measured = numpy.empty((local.size, 2))\n",
    "    measured[:, 0] = local[:][\"x\"]\n",
    "    measured[:, 1] = local[:][\"y\"]\n",
    "    reference[:, 0] = numpy.round((local[:][\"x\"]-x_min)/step)*step+x_min\n",
    "    reference[:, 1] = numpy.round((local[:][\"y\"]-y_min)/step)*step+y_min\n",
    "    raw_distances.append(numpy.sqrt(((reference-measured)**2).sum(axis=-1)))\n",
    "    res = kabsch_results[i] = Kabsch(reference, measured)\n",
    "    print(f\"Chip: {i:02d} \\t Rmsd: {res.rmsd:.4f} \\t Angle: {res.angle:.4f}°\\t Displacement: {res.translation}\")\n",
    "    distances.append(numpy.sqrt(((reference-res.correct(measured))**2).sum(axis=-1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ndistances = numpy.concatenate(distances)\n",
    "nraw_distances = numpy.concatenate(raw_distances)\n",
    "\n",
    "fig, ax = subplots()\n",
    "ax.hist(nraw_distances, bins=100, label=\"raw positions\")\n",
    "ax.hist(ndistances, bins=100, label=\"refined positions\")\n",
    "ax.set_title(\"Histogram of displacement\")\n",
    "ax.set_xlabel(\"Distance in pixels\")\n",
    "ax.set_ylabel(\"Number of spots\")\n",
    "ax.legend()\n",
    "pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reconstruction of the pixel position\n",
    "\n",
    "The pixel position can be obtained from the standard Pilatus detector. Each module is then displaced according to the fitted values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 18.2 s, sys: 14.7 s, total: 32.9 s\n",
      "Wall time: 3.24 s\n"
     ]
    }
   ],
   "source": [
    "%%time \n",
    "pixel_coord = pyFAI.detector_factory(\"Eiger2CdTe_4M\").get_pixel_corners().astype(numpy.float64)\n",
    "pixel_coord_raw = pixel_coord.copy()\n",
    "\n",
    "for module in range(1, cnt+1):\n",
    "    # Extract the pixel corners for one module\n",
    "    module_idx = numpy.where(filled_mid  == module)\n",
    "    one_module = pixel_coord_raw[module_idx]\n",
    "\n",
    "\n",
    "    #retrieve the fitted values\n",
    "    res = kabsch_results[module]\n",
    "\n",
    "    #z = one_module[...,0]\n",
    "    y = one_module[...,1].ravel()/eiger2.pixel1\n",
    "    x = one_module[...,2].ravel()/eiger2.pixel2\n",
    "    xy_initial = numpy.vstack((x, y)).T\n",
    "    xy_aligned = res.correct(xy_initial)\n",
    "    \n",
    "    one_module[...,1] = (xy_aligned[:,1] * eiger2.pixel1).reshape(one_module.shape[:-1])\n",
    "    one_module[...,2] = (xy_aligned[:,0] * eiger2.pixel2).reshape(one_module.shape[:-1])\n",
    "    #Update the array\n",
    "    pixel_coord[module_idx] = one_module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# displacement for every pixel corner (before/after global displacement):\n",
    "displ_refined = numpy.sqrt(((pixel_coord - pixel_coord_raw)**2).sum(axis=-1))/eiger2.pixel1\n",
    "\n",
    "global_ref = Kabsch(pixel_coord_raw.reshape((-1, 3)), pixel_coord.reshape((-1, 3)))\n",
    "new_pixel_coord = global_ref.correct(pixel_coord.reshape((-1, 3))).reshape(pixel_coord_raw.shape)\n",
    "displ_aligned = numpy.sqrt(((new_pixel_coord - pixel_coord_raw)**2).sum(axis=-1))/eiger2.pixel1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = subplots()\n",
    "ax.hist(displ_refined.ravel(), 100, label=\"refined before alignment\")\n",
    "ax.hist(displ_aligned.ravel(), 100, label=\"refined after alignement\")\n",
    "ax.set_title(\"Displacement of pixel corners versus a regular pixel layout\")\n",
    "ax.set_xlabel(\"Distance in pixels\")\n",
    "ax.set_ylabel(\"Number of corners of pixels\")\n",
    "ax.legend()\n",
    "pass"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Validation of the distortion\n",
    "\n",
    "To validate the new pixel layout, we can use the new grid to calculate the spot postition in space and look how well aligned they are.\n",
    "\n",
    "First we build a function which performes the bilinear interpolation of any detector coordinate (return a 3D position). This function is then used to calculate the position for the original grid and for the corrected grid.\n",
    "\n",
    "As previouly, all spot distances are calculated and histogrammed. The standard deviation is used to evaluate how much was gained.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.00000000e+00, 7.42500035e-05, 7.50000036e-07])"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def intepolate_3d(yx, coord=pixel_coord_raw):\n",
    "    y,x = yx\n",
    "    X = int(x)\n",
    "    Y = int(y)\n",
    "    pixel =  coord[Y,X]\n",
    "    #print(pixel)\n",
    "    dx = x - X\n",
    "    dy = y - Y\n",
    "    res = pixel[0]*(1.0-dx)*(1.0-dy)+\\\n",
    "          pixel[3]*dx*(1.0-dy)+\\\n",
    "          pixel[1]*(1.0-dx)*dy+\\\n",
    "          pixel[2]*dx*dy\n",
    "    return res\n",
    "intepolate_3d((0.99,0.01))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "raw_pixel_64 = pixel_coord_raw.astype(\"float64\")/eiger2.pixel1\n",
    "new_pixel_64 = new_pixel_coord.astype(\"float64\")/eiger2.pixel1\n",
    "\n",
    "spot3d_raw = numpy.array([intepolate_3d(i, coord=raw_pixel_64) for i in ref_peaks])\n",
    "spot3d_ref = numpy.array([intepolate_3d(i, coord=new_pixel_64) for i in ref_peaks])\n",
    "\n",
    "dist_raw = distance_matrix(spot3d_raw, spot3d_raw)\n",
    "valid_raw = dist_raw[numpy.logical_and(65<dist_raw, dist_raw<70)]\n",
    "\n",
    "dist_ref = distance_matrix(spot3d_ref, spot3d_ref)\n",
    "valid_ref = dist_ref[numpy.logical_and(65<dist_ref, dist_ref<70)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Distance of  first neighbor before: 67.2044 ± 0.0740 after: 67.2035 ± 0.0607\n",
      "Distance of fourth neighbor before: 150.2610 ± 0.1454 after: 150.2759 ± 0.0743\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax = subplots(1, 2, figsize=(12,8))\n",
    "valid1_raw = dist_raw[numpy.logical_and(65<dist_raw, dist_raw<70)]\n",
    "valid1_ref = dist_ref[numpy.logical_and(65<dist_ref, dist_ref<70)]\n",
    "h1_raw = numpy.histogram(valid1_raw, 100, range=(66, 68))\n",
    "h1_ref = numpy.histogram(valid1_ref, 100, range=(66, 68))\n",
    "x = 0.5*(h1_raw[1][1:]+h1_raw[1][:-1])\n",
    "ax[0].plot(x, h1_raw[0], label=\"raw\")\n",
    "ax[0].plot(x, h1_ref[0], label=\"refind\", alpha=0.8)\n",
    "ax[0].legend()\n",
    "ax[0].set_title(\"First neighbour\")\n",
    "ax[0].set_xlabel(\"Distance in pixels\")\n",
    "ax[0].set_ylabel(\"occurance\")\n",
    "\n",
    "valid2_raw = dist_raw[numpy.logical_and(145<dist_raw, dist_raw<155)]\n",
    "valid2_ref = dist_ref[numpy.logical_and(145<dist_ref, dist_ref<155)]\n",
    "h2_raw = numpy.histogram(valid2_raw, 100, range=(145, 155))\n",
    "h2_ref = numpy.histogram(valid2_ref, 100, range=(145, 155))\n",
    "x = 0.5*(h2_raw[1][1:]+h2_raw[1][:-1])\n",
    "ax[1].plot(x, h2_raw[0], label=\"raw\")\n",
    "ax[1].plot(x, h2_ref[0], label=\"refined\", alpha=0.8)\n",
    "ax[1].legend()\n",
    "ax[1].set_title(\"Fourth neighbor\")\n",
    "ax[1].set_xlabel(\"Distance in pixels\")\n",
    "ax[1].set_ylabel(\"occurance\")\n",
    "print(\"Distance of  first neighbor before: \"+f\"{valid1_raw.mean():.4f} ± {valid1_raw.std():.4f} after: {valid1_ref.mean():.4f} ± {valid1_ref.std():.4f}\")\n",
    "print(\"Distance of fourth neighbor before: \"+f\"{valid2_raw.mean():.4f} ± {valid2_raw.std():.4f} after: {valid2_ref.mean():.4f} ± {valid2_ref.std():.4f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Saving of the result as a distortion file usable in pyFAI\n",
    "dest = \"Eiger2CdTe_4M_ID11.h5\"\n",
    "if os.path.exists(dest):\n",
    "    os.unlink(dest)\n",
    "eiger2.set_pixel_corners(new_pixel_coord.astype(numpy.float32))\n",
    "eiger2.mask = eiger2.calc_mask() + flat>(flat.max()*0.9)\n",
    "eiger2.save(dest)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conclusion\n",
    "\n",
    "The distortion measured on the Eiger2 CdTe 4M detector for ID11 are small (<1 pixel, 75µm) but measurable and can be corrected to precision of 5µm using the displacement matrix."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total execution time: 71.003s\n"
     ]
    }
   ],
   "source": [
    "print(f\"Total execution time: {time.perf_counter()-start_time:.3f}s\")"
   ]
  }
 ],
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