{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "27b6be13-d0a5-41e1-9479-f1028b01610f",
   "metadata": {},
   "source": [
    "## Interpolating HEALPix GRIB fields"
   ]
  },
  {
   "cell_type": "raw",
   "id": "4cf645d5-c3bb-46a3-afd9-60446adf40ba",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "This example shows how to interpolate GRIB data defined on a HEALPix nested grid. We will also see how to inspect and plot the resulting data and how to convert it to Xarray.\n",
    "\n",
    "To make this notebook work :xref:`earthkit-data` (version >= 0.6.0) and :xref:`earthkit-plots` have to be installed. The data will be represented as an `earthkit-data GRIB FieldList <https://earthkit-data.readthedocs.io/en/latest/guide/data_format/grib.html>`_."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "68d978ff-0c55-47d5-983b-829467675af0",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "#### Interpolation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8c1cff92-971e-4494-b847-b2df7e7ee53c",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "51f8c28f4edc48029df05c355baf966e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "H8_nested_multi.grib2:   0%|          | 0.00/4.92k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "((37, 72), (37, 72), (2, 37, 72))"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "from earthkit.regrid import interpolate\n",
    "from earthkit.data import from_source\n",
    "\n",
    "# Get HEALPix nested GRIB data containing two fields.\n",
    "ds = from_source(\n",
    "    \"url\", \n",
    "    \"https://sites.ecmwf.int/repository/earthkit-regrid/examples/H8_nested_multi.grib2\")\n",
    "\n",
    "# the target grid is a global 5x5 degree regular latitude-longitude grid\n",
    "out_grid = {\"grid\": [5,5]}\n",
    "\n",
    "# perform interpolation for each field and add results \n",
    "# to a new fieldlist stored in memory\n",
    "r = interpolate(ds, out_grid=out_grid, method=\"linear\")\n",
    "\n",
    "d = r.data()\n",
    "lat = d[0]\n",
    "lon = d[1]\n",
    "vals = d[2:]\n",
    "lat.shape, lon.shape, vals.shape"
   ]
  },
  {
   "cell_type": "raw",
   "id": "916918ad-c592-4dee-9d44-90095a83a9d5",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "Please note that the interpolation only works between a predefined set of global grids. See the :ref:`matrix_inventory` for details."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8e4e384-0e99-4609-8869-3d5a6783a344",
   "metadata": {},
   "source": [
    "#### Plotting the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "91b54b7a-a8dc-4699-b60b-8923231f451a",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<earthkit.plots.components.figures.Figure at 0x138d2d160>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAy4AAAFyCAYAAAATYI4OAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsXQWUJNXV/qrdu8d1Z93djcV1WSDBNRA0giaEEEiC5CeQkBAkIUgIGtzdbZFd1l1nd3Z33Kfd6z/31VR3dU+1jewOS33n9JmZnvJ67973XeV4nuehQIECBQoUKFCgQIECBYMYqgN9AQoUKFCgQIECBQoUKFCQCQpxUaBAgQIFChQoUKBAwaCHQlwUKFCgQIECBQoUKFAw6KEQFwUKFChQoECBAgUKFAx6KMRFgQIFChQoUKBAgQIFgx4KcVGgQIECBQoUKFCgQMGgh0JcFChQoECBAgUKFChQMOihEBcFChQoUKBAgQIFChQMeijERYECBQoUKFCgQIECBYMemgN9AQoObkQiETz99NN4/fXX0dzcjKKiIhx77LG45JJLYDAYDvTlKVCgQIGCfoYi9xUoUDBQUDwuCgYUf/vb3/DII4/ghBNOwN///necdNJJeOqpp/CXv/zlgD35hx9+GLNmzfreHn8wor6+nt3zW2+9daAvRYECBQcYitz/YUCR+woOBBSPi4IBQ0dHB1555RX89Kc/xRVXXMG+mz9/Ptra2vDaa6/h5ptvhkajGbQWQ7VajR8ywuHwfn8/0WgUHMexjwIFCr5/UOT+9xuK3Fcw2KF4XBQMGFwuF4466igcccQRCd+PHDmSCUev1yu7H1ntyXr/0Ucf4fzzz2dk58QTT8TLL7+MpqYm/OY3v8Fhhx2Go48+GrfeeivcbnfC/l999RUuuOACLFy4EKeccgpefPHFBOvQo48+yv6m32l/Av2kbf/5z3/iuOOOw5/+9KfY8d5++22ceeaZWLBgAfv58ccfy153uuMTdu/ejWuvvRaHHnoojjnmGPz1r39FIBCI/Z+8UXTeO++8kz03uv6rrrqKhdgR0Tv11FPZd2eddRaWLl3a43nRdZ199tnsef3oRz/Cu+++m3B9PM/jmWeeYfdJ9/KTn/wEK1eu7HEc2ubHP/4xTjvtNPY9vav//ve/7G/ab8mSJXjggQcQCoXY/y+//HKcfPLJ7Pfbbrst5m2iY9Pv0nOI9yk+F/GZ3X///bjwwgvZ8RsaGtj/WlpacNNNN7Hxc/jhh+MPf/gDurq6ZJ+9AgUKBgcUua/IfUXuKxhIDE5zt4KDAlVVVWwRnoxVq1ZhzJgxsNlsafenELNLL70UZrMZzz77LAsvowU0EQtaRG/duhUPPvgg8vLycM0117B9Pv30U/z2t79li2vy8qxbt46FLej1ehau9p///AdvvPEGW6TT7/n5+bHz1dXVYceOHfjjH/+I0tJS9h2d9x//+AcjUCSMP//8c/zud79j1z5nzpyE6y0sLEx5fFqgX3zxxRg+fDhuv/125nUikkSki/4WQfudc845+POf/4xdu3axbchjRflAP//5z6HT6dgzoAU9nUd6/fQsiETQtnTdt9xyC8rLyzFt2jT2/3vuuYeRP3qmY8eOZftfffXV+N///seuSwTlI9G5SkpK2N/33nsv2/ZnP/sZRo8ejT179jCioVKp8Mtf/hI33HADampqcOONN7JrJXKVK8gz94tf/AJXXnkluyda/NDzovdG90ok6V//+hcjrTQuFChQMDihyH1F7mcLRe4r6BV4BQr2I7799lt+1qxZ/BdffJFymzfffJOfOXMmv3nz5th3DQ0N7Ltf//rXCdv+4he/4C+44ILY3yeddBL/s5/9LGGb3/3ud/zpp58e+/uhhx5ix5Lilltu4Y888kg+EAjEvvN6vfzChQv52267LWHbiy66iL/qqqtSXn+64zudzth3L7/8Mj979my+paWF/b1kyRL+2muvTdjv1ltvZcfatm1b7Lu1a9ey75YuXZrwvLZs2RLbxu/388cee2zsePv27WPP/dFHH41tEwqF+MWLF/N33nlnwnE2bdqUcA1bt27ld+7cmbDfjTfeyJ9zzjmx7+rq6ti+dAwRK1asYN/RTynoPul5SPd76qmnejzDuXPnsusW8c0337BtN2zYkOLJK1CgYDBCkfuK3FfkvoL+ghIqpmC/Ye/evSyvhcKYKFwqE+x2e+x30QNCFn8pqEpZZ2cn+508AeTZoBAyCm8SP1OmTGFhWqlC00SYTCbm0RBB3hq/38/CuqTHmzx5MjZt2pTTvS9btgzz5s2D0WhMOA7ldGzZskX2nqX3TR4q6T0TxPsWIfVgkafikEMOYR4kwnfffcdCxaTPhjBhwoQe9+JwOBL+pme+Zs0a5gmiY9J9UBgfeUX6C8nnXL58Obs2un/xeidNmsT+l+uzV6BAwYGDIvcVuZ8KitxX0BsooWIK9gsoNIryNShEiUK5+hO0IBeTQgkUniYXouZ0Ohk5yRbt7e3sJ113MihMKhfQtX3wwQfsI3ddfbnvVKAQOnru0ns5/fTTe2xXUVGR9jgUgkaV4M477zwWkkcEifJ4du7ciYECXW9tbS0jScnoT8KkQIGCgYMi9xW5nwsUua8gGyjERcGAgzwd4oL37rvvHrBKVSIpoXPNnDmzx/8LCgp6dTxKmB86dGifr42S5ilXJhmUhzJQiwYxB4byhAgPPfRQD/Im9TLJgXJejj/++FgekZxnSA59qQxG1zhjxgxWzCAZosdJgQIFgxeK3Ffkfq5Q5L6CbKAQFwUDCgrxoeRtUmKPPfZYbAE9EBgxYgRbUFNYGFUVk14DWem1Wm2Ct4Q8FukW1xTKRSSLkvYpsV8E3QuFeKWC3PGnT5/OwrYo7Eq8DgJVDEt2l/cWUk8EhbhRdTW6B/H8BKrKRhXaRFC4WaZ3QqWhpdvQvdMzTnXPyUSRqoOJoCpqmUL2CERa3n//fVRWViaEwIlNTBUoUDB4och9Re4rcl/BQEEhLgoGFFQxi6qIUSlbykGhjwiLxYJRo0b127mIZFBVKqrIRQtpKqFLC2WqmkVkgRpDSvNGqOwvVdwSF/fJoIU3ESAKi/J4PKyKGJXjJQJG+RZUtUsOcsenilxUcYuqcFFJZbIsffjhh/jyyy9ZxS6r1drn+6dqZ9KqYkRKqOQxYdy4ccxrctddd7Fyw3RN9JMqdFHOEe2XCosWLWIloYl0FRcXs/LSlGci9bqQZ4c8N1SSme6F9iHSQWFoVF2N7pdIzfPPP59VSWO6bgqro+ui3+n43377LV566SW88MILGDJkSJ+flwIFCgYGitxX5L4i9xUMFBTiomBAIfYSoRLDclb1/i5tS/1HaJH85JNP4p133mGeAlpEU9lfEZRsT6SBwqYWL16ckrgQiGhQmWNarD/33HMsb4T2JyKSCnLHp+R6EuRU3ph6mBCxoqIBlD/SH6SFQITo8ccfZ+SQShlTTxWxFDKBzkuki4gSXQttQ71hLrroorTHpRLEdL1UjpjIB/WYoXLJ7733HlpbW9nzIdJCz5je5+bNmxnRIQJFJazpQ0UZiPRQv5fkogJyoG2p7DOVXab9yYJL5ItKMyukRYGCwQ1F7ityX5H7CgYKHJUWG7CjK1CgYMBBvV+IpLz55psDli+jQIECBQoGDxS5r+CHCqUcsgIFChQoUKBAgQIFCgY9FOKiQIECBQoUKFCgQIGCQQ8lVEyBAgUKFChQoECBAgWDHorHRYECBQoUKFCgQIECBYMeB5S4UJWjWbNmxT4LFy5kVY6oehGVnx2soDK3VFqWSu0OFlBvDSoXSyVxqRywXC+OJ554gpW+XbBgAU455RT2nKnfRzpQ6Vp6T1RJit4PlaZdtmxZj+1efvll9u6o0zn1CaFqWXTOA4XXXnuNVdmipo90PXfeeWePMrzZ3Bs9n/vuu48dg57baaedhqeffjrtvdGzoPEsll9OByoVTVW96PxHHnkkfv/736OjoyNhm+rqavzqV79i1cqOOOIIXHHFFVi7dm3GY1Nne2oaedhhh7HS0LTfunXrErbx+XzsXdG4oGs4/fTT8dRTT7EqXr1BMBhk9yGt4iYF1QKhZ3nOOedkfUx6jvQ8c5l/9fX1bB9KYM0Fytwe+LmtyP3+gyL3E6HIfUXuHwxyn+Y1tWFYsmQJW8OQfqYWB71ZPySD7vHvf/87jjvuOHZsWidRz7RkfPLJJzj77LPZNsceeyxrpZBpvfiDKYdMvTKobJ646Nm6dSsr1bpv3z72oA40aNFEA2jlypWx70iJU4ldvV6PwQAqgUuLC2rORw0PqQRvMv72t7+xMrgXXnghK8NLfTjovqicbap+JAQiQvROrrrqKlYKmEoCX3fddaw3CjV8FEtf0rs644wz2ASixTFdE+EXv/gF9jdo4f3AAw+wSUed1/fu3csWW1QmmEoU53Jvv/3tb9n9XHrppRg5ciQjh0RkaAJfdtllPc5NTbfo3NmAxjgt8KdOnYo77riDdbqncsmNjY1sDhBqamqYYBo/fjxuuukm1qvm1VdfZWWa6T7pmuRQW1uLSy65BMOHD2c9dGg/Ki9M74Pub9iwYWy7X//619i2bRvrlzJ06FBs2bKFPSsyHFDJ41xBZZGPPvpoNtao7HFyc016ltQEMxfikoz+mn/K3D5wc1uR+32HIvcToch9Re4fLHKfdDVd48UXX8x6xlG/t3vuuYe1evjRj36U9fpBDn/9618ZUSH9TjqfSB6tEUhXk3GKsHr1arY+IqMu9cbbtWsXWzvRuuBPf/oTDjj4A4hbbrmFX7JkSY/vH3roIX7OnDl8IBA4INeVfC0zZ87kBzOuuOIKdp21tbXsedJzlaK9vZ2fPXs2/+CDDyZ8f9ddd/Fz587lQ6GQ7HF37tzJ7v2tt96Kfef1evnDDjuMv/vuu2PfXXDBBfzll1+esO/tt9/OH3nkkXw4HOb3J+h8hx9+OP/73/8+4funnnqK3UtdXV3W97Z582a2zWuvvZZwrGuuuUZ23BKuv/56/uKLL2b70TtJh3vvvZdftGgRO6+Id955h+27ZcuW2Dbz58/nPR5PbBu/388vWLAg7fH/8pe/8Iceeijf1dUV+661tZXNK3G/6upq2fuj8XPiiSfyvcWaNWvYcV955ZUe/6MxR9fQ0tIyoHOQ3jPt8+abb/brcfc3Dsa5rcj9/sHBODZ6C0XuC1Dk/vdf7kciEf6YY47hb7311oTvf/7zn/Nnn312TuuHZDidTqZ/H3744YTz/fjHP+avu+662Hc33HADf/LJJ/PRaDT23aOPPsr27ejo4A80BmWOCzWuo1AEqdvulVdeYVZaCtchlx4xTJfLlbAfWQyJOZNlkBoRUmgUudykoMZ45Bqj49BP6vSdLtSEWC+BfqcQB7nQFfqero1cedRgj1xr9PeaNWtYSA91TKdrIrcfMenk0BlyU1LoFl0ThStJLQEbN25kLkA5V54IYsIUBkRdyuVAz4mYM4UZSUHWegoJ8nq9MdcgnYvYtnhuwty5c2P7GI1GZgGgJoOEUCjELPbSbQizZ89moVh1dXUpr5u8PdSYkiz09HzI6p8cykTPmawHFP5G9yC6Q91ut+wx6V7IapDsdRItyE6nM+t7Iw8ghWeJVgjpscTjSPHZZ59h6dKlzDOSDegaqDklnVfEnDlz2E/yfBDIa0KNNMnSIkKr1TIPSrpwyqKiIja+bTZbgpWbut2L86aqqoqNKwr/kYKuRxwTvQE1vaysrGRNOKWgOf3pp5+ye6SmlbnMbSmS5x/hiy++YF4B0fVNFqpUUOb24JzbZDGnMUKWw1zGhiL3FbmvyH0Bitz//st9us729nZZuUth48FgMOv1Q/K5yMNOMlZ6bGouPXPmzNg+4n50LIrgkR6b9qVjpAKtScijQ7JavHdaE0lx0kknsSgrSlWgcDUKZafIGIoY+t6EihHEeHpSlDQo6KXTglHsKE6hC9RBmxZxtCiiUBNyiZGwIkVGoM7m//jHP9gCfuLEiWyA0YOhY1OYD4EGIW1z/vnns0H6+eefM3cYLe7EFy6CFlakVCnkhVxp9Ht+fn7afILly5fjhhtuYC+Pzn399dezBSa5+0hxf/DBBywMh7qoH3LIIWw/cv9RmBdd49ixY9n5yP1H90xhPhQiRN3IyaXXW9AClXI85OIj6VrExe2hhx7KQojovARxAUFhJFLQ3zS5CBQORIM5eRvxWVG8JZ0/GUQ86LkQaNDSwvyFF15g7ksiYhTOJoK6vdNgp3dNz5lCsUhAU/5GMmjMyN0rkTG6JjG0Kpt7IxcsfZJBY4uESPL93H333WyipgrfSgZdw4QJE3qcnyDGqVoslpgwpOdMC0J6HvQ3kfNUIMGajN27dzOBKApoGpsigaBjU74L5fjQeKfwtL7ghBNOYNdJ1yueg4Q33bOUKGUztzOBBCnNuxkzZrAQOrqPdPlFytw+sHNbCpKrZGQ477zzWOgTKUqS5TS3FbmvyH1F7ity/4cm90XZnBxmTXKYDPFdXV1s/ZPN+iH5XKnkPj0HaW4MbZd8fvFZkV6QA621ScaTQYt+0jWS0ZXyc2lNRkYsEa+//jp7XpSmQDr/3nvvZc8t2/SQA05cGhoaeli0R40ahZtvvjn2NzFbGpz0EgikTCn2n6xxIr755huMHj2aLYAIdExa3IkvQ0xCJkEoLnjpuDQ4iSglExeK1aeFFA1cAv2eDrT4pzwSsoaLJIxYO+UQnHXWWew7WuySh4cIA700ykN4/vnnGdmSXjcxdVL0N954I9RqNXse/Q1aoNK1UJKWCLp26aKb7oFAE1UKuibxf6m2IRYv/X8yaBLTgKUJPmTIkBhxIqs5LWSlMZpkjRW9GPR8vvvuO/YMswW9Y3rOFMsvfT+Z7i1V8idZpJ988smE70moUXys+B6lIGEjPSY9G7oO+k7u/NLrE0HeMBoP4tgkAi4STLLA0FgXQf+XWkrEOUPCgwQdPedkUPI+zRECjT+R7PcWRE7IskVjjHKNCOSBMZvN7Fy5zO1MIIsXCVnKPaJ7J5CgJhIpB2VuH9i5Td44kvuisnvzzTfZ7yTnSDmKc1uR+4rcV+S+Ivd/aHI/nWyW/j+Uxfoh+VzpZLq0IA/9nqvcf++999jaiMgjeXAI5E2hZ0HEhNZx4rqE1iHkmRH/JhJK0RjZ4oATF2LBxLTERYuYBETEhQYkgbwAtOghNkaLGrkQGXpQZImnBR09IHow0uRRClOghGry5EhfELnaiBX2FWRVFAc4obS0lP0kMiWCBgIxXZGx0gKcFpzERKXXRNdOyfMDBUpWp+dLSV5yi9hskLwwznU7Eh7kVREXNuLzIRcjWerpXVHIIEG6DYEWNzQOsgERV7KS0PigEKK+XDONIfKq/OxnP8O4ceNi369fv54ttMlTIJfcR94e2kcELdTJCpLLNRCxplAaSv6n0BhS6GShJos3VToTF4IEWgiWl5cn7E9zjMJ+iHCJAkgKIhlkKacxSdsQKSLPZG9Bi1N6vx999BEjLjS+KZSO3Nbie812bmcCCUta5IrKi5BsLeoLlLndv3O7rKyMyX3yxpEMIqUuyn0KwRQVpiL3+xeK3E8PRe4rcv/7IPe5LNZe2a7P+vP8ZAwvKSmJkRYRFE532223seJIYlEg0g3S4yR7fAY9caGBIXV3EZEgqywxU4qzo5hrWhSStZi8JVTJiQYKuZrI+i3iggsuYPH79B0xXlocUQk3ciHSIoZCZAhkdU+G3EJuICFax8VrohK0yUiVr9JXkAuQngG5MKliVjqIk5YIpcjkRcYt/k+6jRTipJUuJqWgQSpa2aWgPAzyUNACRrrATYbUw5AK5EEg7xodh+Lope85m3uTghbVYkliaRgW3ef//d//sVhNIiRSYUXXSH/TfRLpECHmq9B5kp+baM1Ifm5k/RHnCZEYEgZk2aZQRyLrYtwrgVy0UtC5aQ7RdqLgSIZIxCiMjIQwESsiHMlWl1xAIUAUy0pVTnbs2MHeaXI+TTZzO5sxTeNmMECZ25nntnSO0VglmS+V++K7VOR+/0GR+wIUuZ8IRe4PPrkvjtHk/GxxbaCVrL2yXT9kOjatU6T7kN7PdH45uV9cXNzje1Gepwox6w0OOHGRg5hITW43Ii4UIzh9+vSEsr1fffVVj/0oiYo+ZDn++uuvmZuPSsaRJU9cLFIpt77ki/QnSFETpNcnItXA6wsob4AW8rQIJs9BpkWpGAdJSk86IGmAioORjkWEQJpQK53AqRaUtJ+4jRRkhSUmTiS0L6CJSIsgmizkUhZzRXK5N+k1EdmjxRWVDZSC3JtkLaYPuUqloHA3+pAHJDkWlUCEOtNzo3FM90IuVxGUjEdCUEyOTud2pmsiT9Dtt9/OEgyloPlFeSdkHZI+H7IoUcllenbSJPpcQYYDCkUkVzp5e8hilWyNyXZupwNdY38Kxf6AMrdTz+1Uik+U+6IyVuR+/0CR+3Eocl+R+4Nd7kvHaPLagIysju5ogmzWD8kQ9yVZTFER0v2k+9A1JB9b9IikOjat2eQKtlCUiPS++gODsqqY6FKjkAICLdySBwEtFKWg/iRiYhYtwsgCTqEJYoUcWnTSQp0eLC0ixQ9ZoOUSTEWIVvpsLPy5ghZsBIoHl14Thfn0N7miZ0hJZqTEKM5cnGDpQM+MQL1LRND+GzZsiP2PQqMoMS25cSOFi9AAF99hMshrQKFX0hAnukZKdqPn0td66pTYTe+eFu1yi+9s7o1AJJgS68gyTOFMyWRPDOFK/hAoeZ5+T/aASK+BvIrSCmli/K14DRRqRaRD2viJfqdxnOrZSo9FLlrqzUFzIRnkCSFvkfQZELZv387mW1/DrYicUtwvhWJSlS9K2E92M2cztzOBjBuU4yb1dsmR4mQoc/vAzG2ph1NO7ov/V+R+36HI/UQocl+R+4Nd7hOhIN2brJcpDI082ZruNUg264dk0P4kX6UynZ7DihUrmB4VQb/Td1KdSscmo5M0TD5Z7tO6hELnpaBeYP29pj3gHhcKcRG7gNNDEhtQUoy0WFmK8jDIak6LQLIukxWZkpUJFBNPi3Cq/kTlj0nZ0kChyji0nZj4T4qWwskolp/2oYdM1Rko5ppeUqomjGJcIyXwUzJXqgHRG9AAoAUlLYhJydOx6SeF6VDsN1WtIHcdhSkRuepL2A4tfimBjDwGFGtIHxFE9Oi50vOnOGgiczS56Tt6TpQfQe+JPBMUhkfXJK1ode6557LSp7RIpvwimkz07CnHKFU8JFURogFN1ScoRIjeIVUTosU0XWtfQNYOKntNoV20gJUuYsnqQeMjm3sTlT69E7q35DKAFJdJ7yXVAp8Ik5ynRQTlplACMxEjGps0HolUkmdEDOmiJEBa8FF1JjHJnZ4TkRfxbzkQ+aBrp3skYSXOMRF0/xTaRhX4KEmOPBYUd0rbkYeIwuH6Mt5EUGgY5RiJvycjm7mdCXSt9PzIm0h5TLQAT65eJQdlbh+YuU0hYGJoI31HXj9R7pNVTvTIKHJfkfu5QJH7itw/GOQ+rb1It9O90LqVohQo8oJyZcnQmMv6Iflc5BWhMHPKj6W1MkVXkGExed1FpZ8pL/c3v/kNazFC60LS0RTSnRy9IoL0O10P6XtKyCeDLekKum6xyfxBQ1zIHSVWMKIHS1Y8UpxUkUFUjFR6jhYjFNNPeQuUiEuLMqrSQA+UFmb08sjCS/Hx5HmhRSWFqkgT9CnfhRaTpEQpwZmUJOUsSBOnk0H/p+RhGkQUs9+fg5xAVSqIPFFYBCluSm6igSKWoyUrJIUpUdiTnNU8W9BCgkCLkGSIyeJUHpo8FRTeQ98RKP+AFjf//ve/2WKZLLBUBEHqZqTnIr4fGqg02WjBQl6wVKDFPt03FWCgsDWaYLSIpuvo6zOmiUhWBGnFNBE0vqgUYjb3RnXFycpBIBKUDBIAYh343oCECQka+lCxBMrFoe69VLVEBI1tWtjTNYoda+k5EUlPV3aZEuFp4U+eCPokg8Yz5bNQNTQi8yTEaS4SeaGxJnbn7StorpKwpNA2ufyabOZ2JtB7ozFEz5HytugeSHDKjXUplLl9YOY2ERcxDIHmIh1XlPs050SLnSL3FbmfCxS5r8j9g0Xuk+wjuUnHoLUqycfk7auyWD/InYv0K4Wb03GpJxZ5QohoSaus0fqP1kcks4m8kA6ne5DLEZcahalyL0W5kE4hfU7EiHJrxVLR/QWOulD26xEVKFCgQIECBQoUKFCgoJ8xKHNcFChQoECBAgUKFChQoEAKhbgoUKBAgQIFChQoUKBg0EMhLgoUKFCgQIECBQoUKBj0UIiLAgUKFChQoECBAgUKBj0U4qJAwQ8UVO5Z2mtjf4IqhilQoECBgoEBVZVMbiI4mEDNwRUo6A0U4qJAwQ8QVP6WyoCLZbL3N/785z+zsokKFChQoKB/QV3OqWS5WM5/MILK/P/+978fkEaQCg5uKOWQFQwqRCIRPP3006wfD/V0oCZG1I+H+vpQnXIR5CmgPi1id1fqE0G9VqRdXakhE/WlWLp0KesuS/09qKHeySefnPL8VBOdGi1RQ1JqtpQO1CiReqBQM0+r1YojjzySNYqUXic1dKS+QtRgj/oUUbNT6idEzRbTgZo2UZ35zZs3s+PRflRDXdq7hZpG0rG/+uor9jv136CGldn0YKFa962trazXBvXuoYad6UC9O6hGfrbI9H7o3HSt9J1cY0oFChQcfFDke/byPdnQRPKSOpNTw9Z0ICJAspq6lZMeo9/pfOmQjb5LRktLC+udQw2LyQhF55Ni586dTP+SDqSefGPHjmV99ahZOIH6Q1GzWpL/Yi8/BQqygUJcFAwqUIdVarpE1qIpU6awBkpEDqhRFAlXAi2EqbNsIBBggpA6bVPDJ+r++uqrr7LGorTNT37yE2Z5IqFIDZyo0R19qEEUNY9MxrZt29g+pFwzCXJSBOSxoG7iJHh37drFFBH9LTaKJAVDJIU6gJ9yyimsWzg1eqQwKWqwSM385LBu3TqmbObOncua8tF90rHJ9U/70f3Rsc4//3zW5IlIBXU+X758OSN9ZMVKR15WrVqFK6+8Ei+99BIjO3Q97e3tsf//9a9/jTWqknYbFjsOZ0I274dA5yfi9dprrzHip0CBgoMbinzPTr4n495772W6g5CJuJARipr+kR6lLudEIMhwJ4Ka9BKJoCaH0maG1LQ7G5CuI4PXsmXL2N+kL4m8SIlLbW0tIyXDhw9neoqMduRhqa6uZs1sxWbEZHQjPUNNwaWNbxUoSAtqQKlAwWBAe3s7P3v2bP7BBx9M+P6uu+7i586dy4dCIfb30qVL+ZkzZ/IrV66MbdPQ0MDPmjWLf+aZZ9jfH3/8Mdtm+fLlsW2i0Sh/1lln8ZdddlmPc4fDYf6CCy7gL774Yrbfm2++mfZab7jhBv7kk09mxxTx6KOP8nPmzOE7OjrY37/97W/5E088kR1bRF1dHTv+G2+8kfLY1157LTu2eL+ETZs2JVyX+AyWLVuWsC/dm9z9SfHLX/6Sv/XWW1P+P5tjrFixgp2ffiYjm/dD8Pv9/JFHHsk/8cQTac+lQIGC7z8U+Z69fJdiy5YtTK+IuikTTj31VP6RRx5J+f8lS5bwt9xyS9pj0HXQuUhfJeO9997jf/WrX/GfffYZ/+qrr8pu95e//IU/9NBD+a6urth3ra2t7D4eeuihhG3POOMM/s4778x4XwoUiFByXBQMGrhcLuaxOOKIIxK+J/c5WfHJtUzYuHEjs+LPmDEjtg15AygUbMuWLexvtVqNY445JuaWJpC7mixAdJ5kPP/888xKdN1112V1rXQNc+bMYccUQX+T9YnCwgg33XQTsy7RtYgwmUzsp3gvcqD7OPPMM5mVSsSIESPYT6fTyX7Onj0b77//PmbNmpWwLx2fLHepQCFaFPd82GGHYaCQzfsh6PV6LFq0iHnBFChQcHBDke/Zy3cRpE/+7//+j+ky0i+ZQBEKFLpMXv6BwvHHH8/CgA8//PCEe5CCQrzpHm02W+w7ijCw2+099C/p/A8//JDpeAUKsoH8qFOg4ACA3NV33nmnbGjTmDFjYkKQKqU4HI4E0kAgVzeFhhFIqNJHChKM69evZ7koUlAIE7nqf/3rX2ftLhevIfn8BMo3IYjXSzHHpIAo74Nc/iTAjzvuuJTHpryPZIgxykRYxEU/fcT7IrLy0Ucf4dtvv2X5K6lAYQrRaBQzZ87EQCGb9yNi2rRpLLSBFLZUySlQoODggiLfs5fvIp577jnU19ez3EsKrc2ENWvWsPAwCgU7kPjpT3/a47vdu3ezkORkYxvpAAoHp5A2aY6qAgWpoBAXBYMaFEf78ccfMwuPiFAoJGvpUalU7H+pQPkUFOt7wQUXJHxPZIkEJuWhJJcHJsIhtQSR94TOTd8lXwOdX7w+KSg2mWKCCbQ4p+sQ45gpvlkKkYxIQd4Zun/yRBGBk4JI0tFHHx37m/Ju0iW7k3Kgc/Qmp4QID33E38Wf4vOh+xffQbbvR4x13rFjx4CSKQUKFAw+KPI9tXwnwkK6IheDGsnRwsLCXr2LbOV7b0B6lPTshAkTeniDKAqCoBAXBdlCIS4KBi0oafzmm29miebZur6TrfzSCmBPPPEES5ynRHYRH3zwAQudevbZZ2X3pXLBt912W+xvSuqn5P5croEKC1DYFJEiSlC8/vrr8eSTTzKvxMKFCxO2TU68JMVBHhSqKnPjjTf2OBdZ16gKGrnfP/vsMzzyyCOMDEjJTDLRSfYUZQuyitFHCkq+78uzEb0sopdKgQIFPwwo8j29fL/rrrswfvx4ZlDLFn2R77fffnuP6pLSIi+5VpaU4p577mHFb0jvJZMfRQcoyBUKcVEwKEHhRlQeklzeVAVFCsqfEC1CUpBlyGw2y7rPSTlQSWWKzxVB4UkkUMkDQ3HHtH+ypYlyMIgYiBCVAnkUkq9B9CbQ9UlBoWH0oZLAlHNDRIbKPV900UUJx5bD3XffzUoKEyGRq0JG10FWLAJVqaFymRT2loq49CWO+NRTT2XPg0C5KmRB+93vfseUq/TZ5PJ+dDod+5nOU6ZAgYKDC4p8Ty/fKX+RvqcqkeStIIj9TkiOpvJ+0P9SGe8y4fLLL2d5KQRqIUBGKtKPogeH8lZ6A9Jxr7zyCqt0JnrYpRD1JVXKVKAgGyjERcGgA7nOr7nmGmaJIcGeHHZEC2TKlSCBLk18p/hZiqOWgsovkqudwqcojEoKKs1LCpS8IPSRgjwz9CEPiJwFi0K9krsSi/kbogKiEDfaVxrTS8KfviOCQRBJhxzomqikJcU3J8csk/WKyAOVbJY+A+oPk65cJnloqIRyb0DXLiovsbjA0KFDe9xDLu9H9LTQdSlQoODghyLfM8v3//znP8yYQ2XlkzFv3ryU3m2So1RkpjegcsZiSWPSm6I+Se7Pkguo8Ar1eCFvzvz582W3EXWAUhJfQbZQiIuCQQWyGFFdd1Ju1PtDzoMyefJkZp2hhEYxmZGENZEBqhkvghpYXn311Yw4yIVZEZlJrtRCVbcoeZLc4qJ3QQ7UMExsrigSK+qjQtYjMcGQatOTUKaKZaJ1jJp20XeZlAG57Cm+mbwaycmMhO3bt7NqM6RY6FqkMc7UsyYVKioqmKeJnq9Y4ay/ke37kZI9ui4FChQc3FDke3byncLEkj0Q1O+KPuTBSBUORnI0U5+X/QXShxRmTZU6pZEOyRB1QF8IkoIfFhTiomBQgSwzVEXsD3/4AyvrSB+pNYkW6gsWLGAuZ9qGGikajUZGcsgLIgpISsKnUDNym59++umsmpgUYkPFZPc3JUSKQjSdN+Scc85hHpzf/OY3LISK4rVJoZAHRPQe0CKdvD1UFpksZBTHTHk2pHROPvnktAmr5O2hkDJKyqTOw1LQdVEJSXLlUw4QkSzajpp50b70XFKBwtVE4kPVXAYC2bwfaelkIqfkuVGgQMHBDUW+ZyffSc8lg8K3xP+nk++kh8hoJ83l3N8g/UIGSDIMUihx8j3S/Yl6knQA6WlRNylQkAkKcVEwqEDJ8AS5kr6U4E6xwOTheOCBB1glFuryTvkUU6ZMYUpRFIbUS0V0d0sTyPsj0VC8FrKW0fUQeaH69ERgiCyJoIIC5CYntz91s6dqXrQfXbNcvoo0vpnCrN566y32SYbYpZhCDR588EH8+9//Zsn5RBYotC65D44U5A0ijwyVTe4LcSErYSrLXjbvRwQVRqDr7W21GgUKFHx/oMj37OV7b0DhWGQo+uabbxIS63MFGeDo01tQoRgq0U/XQZ9kUB6m6GkiHTB9+vReFxVQ8MMDR10oD/RFKFCgYP+BvD7UE4Diq1M1ENsfIC8VecOIgEnD3RQoUKBAQe/w5z//mYUMP/7444P+EZLBjTxPZKikJpsKFGQDxcypQMEPDBTmRknzlHtzIEHeqGOPPVYhLQoUKFDQT6BIgl27drEWAIMdFEJMvWsU0qIgFyjERYGCHxgoZI2SP8nTcaASOcnrQ6F8yaWuFShQoEBB70FhyJRDQ6HMYrj0YAT1UKOqY1RkRoGCXKAQFwUKfoCgBE+q0Z9c0nl/VheiOGelBKYCBQoU9C8ov5LyKg+UfM8GVE2MdEC6KpgKFBx0OS5U0jUQCBzoy1CgQIECBUlevYEqt63IfQUKFCj44cj8g6aqGCmv1955Dzr07NCtQIECBQoOHCiHikpf97ciE+T++9BB6CauQIECBQoOXpl/UBEX8rQQaflf4VA0aw057avz7R9W2FccGW3Bp6rEPiMHO35o9/xDu9/Bfs9Bo3dAjntsoAsf6u34IaA45Md5rXuYjO5vJSbI/QhesoxFs2bg5LjRfWB0xCJtPZaGfliN+JR7PvhxML1jn8X7vddz/Y3isBdnuLcNiMw/qIiLCCItdfocH5S+d+cyuK3Yn/BFXWhQ9d85zc7EHhqDEWFdAE7/9yvm1WNzD5p3PNDwW1x9Pobbp8ZuIwYpBii8KerPXU4pSAkiLQ2aAZw3A9hSIp0c9qs70BQ5cATX1JWbEbA/ELE54XKV4PsEr93fp/0P9HseKH2WCtOiauwyq3FwwHpQ6vbvE773xCVsdiFkDMb+1rocB2TRtr9JzfeNkBzMyPb5D4RCGKzk5GBHyNqZ0/bRSCDnfb6vCGsC+8Uz5u+lAepAy++0cqBv6+FBS04ONqR6hn0lNAOB74ve+b4ilb6M+ELwG38YujQY8AL7Ub1974lLMnJdHPQX0UkevAOpCA8EUdlfyk5rU8PkPPCKdSAUkOx7O8Cc84dMUg4IkTBleU6vY+DP0d/n/R6jr/Ogv+R9SBeEx+AeEDl/IAmLoSt1AVO1nkv7/4GC397/+bHiM97fBOZAkZNs580PaRGvYOBx0BGX/ly89IXUiBO6PwnMwaTIeoNclVtfFFO6Z9OfSkkb1MEctOx35TNQhCUbMpDK+9BfRoQD7tmQIw70ak2B/UM++oL+OC8fxv72tPcWA2W46g/ZL8qDvsr9gZLzB4Js7I/r7w9Csz8IzP4mKz9kI1d/6qX+kDmhA63jDoCX/eAiLgYXYPINiHWxPxZXNNn7osAGq9LqAT4KRMMAp4LBqQWiAXDREFXcBvgQeK0D4LiMh+mV9S0aBBcNgwt1QRXsYtcQ1VhgbWugC4O2Yx1CZhO7Ro6ukyrRRaPgIgGogk6o/cJ7jhgc4NUGQKWBr2IBAgUT2O/7C/Su95cyEsdkfysj6fyQzh/p96pgdEBDOnt77H5TBnJyJewDvMbsyEEmr8eBIjUHITK984EcpwMp+wdS7sfkM3VSYCSVBzgtwEfAhT3gVVpwET94rW3g5CcfAaIhqEJOcPSJBhHV5UHlb2Y6R9u5Ubg2js4fBReNgOc4dl2qsBtcsFPYR2sDrzGz6w/bRsM5ch49+V5f1v7ytBwID4t0HaOQmNzRn7JEm+WxBhvB6S98/4lLX5BuAZBi8ZBqMTYQCkur0x04BUVEIOxni3t960b2M6qzQevcA+vO13M6FA8VuKSy1RFDCdT+Jva7v/wEhOwTESqczciFyt/CFKComIjw8Goj+xA50XZuQlRfgKjWAUP9e9A6t8ieN5A/Dvr2rex3jbGIkRFepWMKDJwaluq3oQpLKoR0xX811X7R41j7jr8BXDgA8DpGjr7v5IWQTKr7UyEdyEVfb7DfPD59DcfaH+Fc33dyJHf9vXhuye9yf4zpXAlLv+kAMuyEvIBKDX3zWqiCLvAaE3i1Dvmr/tHnw0eMZYxkqMIeBEoOY3/7K09mGoILdkAVcgsGr7AXXMTHiAgZpHitBbrmrxDVOcBr7VC7d8FY97bsOYiI0EfjrWV/+ypOAlQ6RLVqZrTiAu3QtS6X3Vff/AXMO/8TfxycCk1H3g9eZwFPBEilHhT5LIMhZyWVMXaw5gEPBL4P5E3bC3n1fSA7By1xMRglq9A08Pvs2Sk+GaXXn66/bBVWfxMVY4sL+saPETGWQ9u2AoaWr1NuGzEUQ80sWokI5s+AxrkdEcsweEb/HIj4oWtbgUD5sYyARPVF0HashXXTXbF9RNJCIPKhb/wU2AYY5kyHY8Uy9j3PqRG2joYq2JGwvYiQbTzU7uqE79wjljCrWqBwMvxlc4QvyRMkY/lzjzyZWd1ISeevvj/tcyICVP7J3TA1bUFEa0TbtNNhbNkBrbNRuFaVGhq/E76i0WiZfT54rbHP4+BAW9VyEs48D52rC0GrPeZZUwUDcFRvhW3vLjh2bYPe7UTb6Ingjj4WtpodGP/S4wjrDdh6xk/hKyhGVKcfuPuJRmBq3ouIzoBAXin7Sh3wQt/ZjIjehICjOCuPYDbPRk4e9LeXacCVS6pF/mAjNLlcTzbbZumFz+Zd5uptp3m/X4xV0TBM+z4THCXREOybn065adhUDI23p8z3lc6BrmMbolozuiZfirClHLYdnyNYOF/weOsLGUnJW35FbB+1jzzgAvRNgmHIuPcVGObMRN7yZfFzWkayuahx7exxXn/RNGi7diV+VzIDYVMJonoH3MOPB9S6mPdfzsDEhS5lhKj0o/i1yYGITsknVyFiyIfG34bWaWdA4+uEoW0XO36+SgMu5EdUa0DzvJ8iZK/AD4G0SKHxOpn85NWCfjV2GWFo2QvH7vWw7t0CY3u9sN1lN0DracWEZ29jf9ccezE8ZSMRNtkG9Pr07Q1QB/3wFg9lY0oVDkLnbAMXCcFXWNmDjOaCTHNbHXXBELF+70iTNkm2DUYio/khkZRs95UlM6LSGwACk4mwZKOoMoZX8Ty4kEsIhVLroGv6ApbtDyZuokqvNOVIC0HXvpr97JzwG4COT8/QXAku6ISueSmzpGmcgudDDhTWxWsscE38LYL5OxGydUDr3Ab3uGsQKpwLLtgFjbsaobzpCBo7oAp0IWIoYJYwAlkJta59iOgdiJhlymqmCldQqcGrjPCXzUPj0WMF66KKQh4otCAEXedOWLc8B52zRrj/gAue0olQBz1wbPsYOmdcEccfIi+EJWA/eV8oXIPjkLflW2g9nVBFInBVjWf/suzbCm/JUKZYw0YrwgYzIsbEsabrbIa+q4UJ8bDZnpVwrvzsfyjYGl9oSBE0mNA4ZxHytm+CtVGwekqRt2MTSgqsGL9M2F8T8GPSM/9mBGbV1X9Mf69J12Op3YqRb/2L/b7uZ/enJR6Wuh0Y+bawrRQ8OHDdb2vPEeejc+ycrAlMLovSZCXWV8VzwEIFSP4NBvLSlxDhdJDeWxoSQ8+1P4lof+gAOTAPCo1zrQkqXxtKP7ky4f8RnY0ZiDgKvZKBHGkhGBu/Yz+d485BsECQN52TTmFeen3Lehirn0HIPizttUW0FnRNvRy+ch7ecjVM9V/DU3UUuqZcymSwoWEFAsVTWOiX2tfKPD8RU7GwczQMjauWXXfIMbLnwdOEqNGzoBnfeMzDzODEqwWDCZEZtacB5r2fwrznY+E78PAVD4fWZYa5djWMrYmGMhFkBKHA6IFETBeQzKcp0FoL++510Pg8cA6fzGS8pXYbQma7IO9NNkT0Rva3lMAR2dB3NjG94CsaktW5rXs2YcS7D6X8f938H8HUVIO8XWt7/I+utnDDl5iwbBkiai3UkRCGffhf9r+NF/+FEZ9soQr6MPmxG9jvW8++OWaEkt02FMC4F/7Mfg+aCqDztvXYxlcwAnXH/T4no9VgII+GHHRPf+mawURgvvfERaenQZR+0Nn0HXAG8npFZnqQmDSKLRWB6W2ivjaQusJWOqKi8tZBHWhhAi5iqmQud23bSli3/oMtzDsWPtODtPgrTmRxv1FDCfOeaLs2ZnWN3uEXCHkkbd/BuvFOaFMQFDo+ue2t2+5L+L5jzoPg9QWxv6NGN1xTb0/YhtfZEcqf0Z006WCWtYT/a00I5o9Fr8FxiBryJV+QMtOiY9QYuEp+zhRayFaKgjUvIm/LBwm7BhyV6Ji4BN6yiXAl9JrKTriFovEqQung2LkKlZ8/B3UongTnLhsFS0NPq2TJ6sRrlGLrWTchkN/dJ4ePYvxzf2K/dg2dhJrF6S2Q4lh2l+TBsVMLdbinquZUHKq+FM7vKSiCua0l4f80aqMaDboqh6F97GSoQ0H4HQXwlPdUoHLzRd/RiOHvPISwyYpdi69AzTE/RdCan1HxuIeMw+bzb8OEZ25JvF7wTLHS3kM/e4Z9wkYHGg75JUzNW9n79ZWOB6/R96tC62vYRLbKSG5x3WcFNFjISz8YslJ63LPwumcTNpyN7E9HWrI1WpGRSO2pYQaXqD4fEdMQ5nnOW3YJ26Zrxl9hXS/MdRGuUT+C2t+GqMYMLuyDOSk8NhVco09lJELjboB1x+uw7KZw3T0yW3LomPZLWKrfgta1N/ZtyyH/h5B9eGwxHTXsQOeMK9knvqsK/vK5sT/D1srEQ6s0CGcgRpkQ1Sda+3l2zOGMjLWPm4dAXhWMzdtQ8enfe+zbuOAyBAqGI2Qt7SF7spED2ch9jacLY168C1p/fDt3+ShY6nvK/MLNX6U8Tt3C09A65fDY3xOfvDn2eyaDjwgiQhGdkYVKq6I9ixdUfCuEjwfMDmi9TqhYLqkAOnpUrYE3vwydY+ZAFQkhaMmHr7AiK9JC3pER7z4Dc9067D3pDtQffh1bc2i4EdA40xlsLdh53uMY/sLPepAWUeYb23Zh1LMXs+/qDr8GOlcz0/3uqtmI6i19CuUk76lYeKe36A+SZOhFWJ8cSMYNFvLyvScu2SAX0tJrEiNRbKkUmnSgSAdTquoxIb2MFYznYW6oh3H3M1D7mqEKtiFQuBC+EeexWGCCY9WvUoZ6hc3DkL/0LBZmJc0NMdS9w34GihayZEbaTuMRPA1yiGrt8A47G+pAK3P3J4OOTwJAMGZz7PikgvnuJM5A6ZHwjrqY5ZpkCylZG4hSlnKxy2GrYOGz1CyLkRZX6Qg0zT0JnvJRWR0vnYDItkyktrM6gbSwa5IhLSJCOj20wQD8NgcCjnymOCiUS7RAdQ4fg22nX4TlvxH+FpCdICOPCn2k4IJBGDtaELTlIWxMUkakxDgVVKEgNF4Phul4bJ0vJYqJSLfIi2r10LnbEdUbAbUWXaNmZK9YeDNqj76RLUbs2z6CJiDMO1qEscTiqDDfKBxkyEd39LBMd044H75CK/yFI9m5sz5vGiXWW8XUl9ykVIvsnJSSuIgfhASG5HS25CWtfM8hbyZTLkwq2d9jDPhlZBHJ/JYwbNtfhLajGhp3Hfwls+AZeSJCjhFMFto3vATzng97XF7YWIhA0VTYV9+AkLUKfEAFNRUwISt6d64ijW3yZLiHHQtLTc9jJFxP5aHwF09D0dc9vaNhQwHzsqhCXkS1Juib18DYsIx5dChfhDwj7TOvTTISDS4Isp/0zEjoOvah5JtH2fchowN1i06Dc+hE8Brp3PcMWI8Pc1dtAmkhyJEWESGjCVqfl3mvKfQ2bDDC1NoE655VqPha0NHLr/+/JJmfnfzxW/Kw8po/JH4ZjcLY2oSI3oCgPXGNZXCZu6kBz0KzRlmC2DHlrIznkZWhfBQab7tQXCEcgLeCvHDZo/aEW2Fs3ALbzs9h6Ogm0Co1Imod1KG417bi87hRtfi7p9jP9qm/YNsGiqbAU7T/l8vJz6M/vT2GXhRbGCzelx8EcekvZAwrk/HGpCMxcgpMOlDJLQr3dzC1dkLXsQMRQx6s1W8hqtZDFQkkJBX6Kxcz4qJ270ZUbYIqIkk6l4R6ieFgqRLa9WlyXERE1UYEC+eypMeIoaertnPmP2Dd+H9QB9qSkiYdUIW64B1+LoIlcQvQYChlmS7RMqCpx6ivH479rQn6kbd1GSMu2U74VBM928aEdQvHo3zFUkRVKlmLV8eo4cjbuRs+hx3Gzi5GWggGZyciRi22nPMjFGzZAU/RIui8XnQNG9LvwidYQMqKStSmLlMbyOeA5t4H0oUseVhPVsJcLGA8D62zHmFLMfwlY9mnY/LJQlhfOACNp50ttkwdQeSv+FssdIztyqoSCTky+WsfYkUmnGPOgHvMqYOm4Vx/xTv3yjszSAlMLuRFRLrtc82FTEdk0pGYsNoLzrkKpk4elr0rESRP74Y3ep624RuE7FWMuCAShK5V3kOu8bVCs/eT7muIez2kUJO3hsJ6O1Mvigm+klkIFE6C2t+BsLkUGo+Q30fomH4ltB3bexCfsLGIeUeC9uHonP7LAStq0hekmsNln9/H8hYJFAJHMp9Cb0kGEfoi+7OR+86RRvjtVhi6XAhYLdC7Ehet7rISWBqa0Dm8Co7dexlpEcNvrfV78d2vrkDxus1M1hs6JiLgsCFkE+6nvxCyC7mc2qRH4bfGCZ3fagDvzBxIl1KOcyrUnpDoKc/GG6n2NCKqt4PXDEO4ZBjaS04Q/kEhgb42cCEf1MFOGOu/han2S+FfKh1UVG1OrWc5TvbNT0EdciNkLAJ/lHwe7EDrgP0RmmbIkcQcaALzvScuwYAFkEySbEHhY/3hmUlWdjEFl4bEiC+9RxhBNAp129cwdDQhf9sa2MZVorw7F0AKCgeI6ArB62xQu/cgZB8Py46H4B57lVASspu0EEnxlp8IQ/OXUAfbENHaGYHwVJ0Gs4yXRKz0JbpRU0EV8cHQ8CFAn250zfgboloreJ1wb96Rl8K6+S/xfaiaDFUIo/C+lm8QypsGVaCtuyQl7ZcnlKXsI5IJTTZEJpXgYQIjGsHItx5P+J4SDtvGjusxwTNO4iz6e6RcPBUAK/8lWKxCbQbM/+OTCf/meD9W/O5shKwmzPjbSzC0C9fmKclD7ZET4a/kUFc5pntrsnjSW95PQicpxIZXeaDvaoIqlA+13wed2wlzcwPsNTtgbhKSOatPuhLuyrH9UnVJFfSi/LN/oGn+pfCXjBMUHuUxRYIoe//nbBvn6NMRzB/DijqQhc3QvIYl5XqHHAbrjtegDsd7k5j2fcFyqggOjoO+bQsLn2mdsnBgF2Z8FGq/BxGDcP8BU2csKVYKrasLMx76C7aefhG6ho+JFUqIanU5FyBIVd76gBMYvxXg9GnP1xvykgqZjpNO7mcyYFnq9sBW1wXHztUoHJKPkUkyP6rWQRUJImApBjQ6aLuaEHSMhLHhO0RMJfCXzUXUmA946lm4k3voMdC3bobOtQdRlQYRcyl8pXNh29FT5vvK5rDjZANj00r2EdF4yM/hLxiBsJlCNVVQ+0bCXPNRAvHX+IRQUY2nAc7x57Ly86owjUUTojprj7Df/ugTk63xKt2C07TrDWgl4UWaEJVRDsJdCPCangu7tHMjg9xPN7Y2/nlx7Pfxt38Ic1N83UKkZeNlJ6Bz7BCMeP1rlH+1iX3vz7OgdcoIhIrDqD1ByD9yxTodD8D89MqHEEnHeUQTgLFpH8sp4iJhaL1d0Hc0wbpvC8yNu6CKhNE67XR0Tjyx3wpR2LY8x4pGuMadJWnZEEHeyntgbFmLQP4c+MuOhdofgr/seBga3mekxV++GIb6d9kuatbSQTAA5IkFfMgD5NyHkG0Iuqb+TPYa+4PMsPUHz0Pt9yKipdxk4dnxMjKftqOwQn9BOfYefSH7igsH2fPOtQBBLq0SYu9Y07N40kDie09ceqOg5EhLuu8zQUp4ZEMPkhL7UxGYslWbUfXpM5IjJ8X1doMsAepgKxBsRcgyErrufBTHymvYT/JsUGUvVdQPc+1rsf3UoS6ou7qg69rMQrY4PtEKIlbuki5tomozwBLWqTyyl4V/0YJPyA0Qyhx3TrgQ3nKxooqgNPz2aXCNeA7azl2wbn+ZLQRF6DrWQbviSqGGvtrIShJTmWNK0NfNnw/DnvXwDz0d/QFSfukUmZyASbBwcCp4i6p6uOhbJk5PraxSLKbkxqhaY4DB6M9t7JUD2/9zLNRdAahXuKF1B9Bw/ARwHA8dPNj4p8U9zy2t9byfQONfFQzD1Lodhet3w9zQBmOTE2XjJmCaDCEXEbDmI5Si2kwq0mLZ/S2iWiO8ldPiX/I8LK0hqHwuuEedAfueHcjbsYZVVBJ6DMVh2/Fyj2N2TPs5goWT4BpzOlNWluo3Ydv2EnyVh7AQHJonXNANU/23cGz8L/vUL3muXy1wVDxh5Fv/hKtiDAq2LWchNwGbHapwGDqPIDe8hcXQd3Vg5+IzYWprRshkhrNiKNQBP0ztWqa8Rr/yT9QcdwmCVD0tBTIpqqxIDMk4Py3I9lOp0Az5Nv1FXsT5mcq4lVbui9cp8+z0bSZMfDbuzcUQ6iOSCCItbFu3kCjvKZsEc4Mg8/NXx8Nb/HnjYejYAuvu9+L7RsNQuWqhddXGrMlSyJEWKlgRNuUxOU/hlGGdBZqgO6GQhad8MjwV08Br4gVdIkYHqs/7LzTuVlj2rkDhmhcTjlvy2bWspH5UY+zuoUVjhIPxkCOQv/V1dMy4miXK97WxZSaZn9FYRc/N0bPIS+s4KuAiLJlykf39Jffr7pgNLhSBeX0r9HucqF04CSGHicn2+nMmsY8U+izDwKTIGC6ZzT27bTC2dyBv2wrYauthauxA6egRGJNG5lM4Yag7LDtbsmJqaISu5Wv4q05LMBhRJVP6RBwL2Jomf/XTUPkaoOuIr0EI+vbv2EcKf9lx8I68EN4RP2Hhw1RUyLbhTwiWHIqoeSybA2zMNiyH1lMPU8NyNJzwRKzAQ+za6B4Scl5zIyvj/3cr6ucswbBPhJA1yi8KGcn7Fi+WEbAXoWvYZFaEIWy0IOAoQtDsgMbrYn+Xf/M6/PmlaJt0aO4XkiOB0Xj2b6nrg4K45KKgektOcjmmqNzE68lIYLpszNocMIex95BjYGr3IqwzwldgQ8BaCr0r7pJPhtZd3YOEkNVNHRIEc9g0FBrvnozdrUPWMdC6tvcoeayKeICIcEwiKaRwgnYiS9Xsb3/hZHhHHJ/y+iiUoX2OUAWEC3mEimDm0pigiTczi0DlawSvXQbT3hdhrH2D1fj3DT0DA4FkxSXnjhUnbMGWnuFz0//zdyy/4ZcIWcxZKyu5saJT57Hv8rXtOd8DCgGcQILUALu3HaaNrfBOKACv732Jx2SIYznbeSNd2FkizZh2kxBH7y2yQ+MNQOcRnrunuBCeshL4CvIQ1pci4MiD356PkMUKg8ees6clf+ObiFCVOfMsGBpXsmpKeRuE+HRaKAUKJiJiLmbhll0TL2R5Ar6yeWws6jq2s9AX+mi7drPqcmFrBRubBvYahTEaLj4d7cUCofbbwtA3r4OeqtlprVCHXAiby3Lqmp1NCAApIZ27A5a67ezvtnGTULhlfcI2plZhvubv2ISizfGqPrY6mvfPY8PFf8H2M3+b0Rskl1uUqeTzgY517m/ykmmcp/t/stwXz52KxFhqG6B3urDr+CNgaAlCFQ7BXVYJb34xS2A2dMmfi0hL2GCLhTGJ0LqFKn6BvDHQdwjjJRGJOZMdo49A3o7PENGZWX6XKiyMVyInWm9cHhFp8ZZOgKlxc+y7hsOvTTmewpZCdE44gX3I6qv2dSJisCaUiBe8njxU/g6EzOthaHoPZe9dhKBjNFoX/BEGV+ay0L0hLxkNVd3g0bMC1fBP30aggEPrZMGLIdxIdrK/3+Q+pdfM04KfV4AKNMC3iUPYrkeoJPvKXNkaXnNBbJxHozjk1r8Jv2rU8NtpnAqepahKjc6RYxGyVLCCKiFrAQK2AmhRFasCJ0daUhFZarlg2vsyAqXHQBXshNq3D5Zt/4z9P+SYzKJIKAolkj8DEXMVeBQjZF8AjXs9oto8RHWlLOpD7duNsE0weqk74+Sexxi0L3oh9rfaXcMaWodNVdB4hdBLvcsAv4NPWVwpVz1AxQh0rnbY9m6KFc4xN+1OIC0EqgZqq9kAQ1diAZyStR9j93GXom4R6arcPOz7s1l1X3DQEJeBJCvphEt7KD+jdS4TgVFF92LcK0LoT9u4yYiqtSjcug5GwyRGWkixUAled8VUhEz5TNmQxZcqrUSsVMO+sjuMpImVOeaiBoTN0+AvPR2RgjzoGz5KaKxFCObNYBXAGDGhgeDawawJRFr8xdOhddawCmQUz0zWabKIRIzUECwIVciFiM7OvC+0WLNufYElXlI9/XSLI15rRkSbGA4WVy4c4CiD3zYJDccdh7IPLoFx78sImbRwj6ImZblZ1HIlKuKktNbuhrG1GcM/EuLKG2dOgbo7X0TExkuOh7csHyEHkcXOrJWV3JgyqI0J46tEmyiEsgUXCsHy7R64x/LgtT0Tx7NBurGcLVgFP58dox5cCscWgXD7iiwwtQjPp3nmaLROGY41iw9Nm1uh9rlh27MRIYsD7spxAmmJRlD03ROsoEPrjLPBk/uc3tmur5j11779M5S/e0HMQiyi+bC7ETXGK9clw186K/Z7KG90/PukMUZkx1j3DXStm5Dfsa3HcaIaA2ybn0FETcnJRlj8Tpaj0Dnu2Ng2xqatsG98iVXTsTmKWbUedo9loxC29EzoNkJQVjVHL0bEYIK5sQ6m5kbmWRGuMR+7jz4ZzmEjWUjAnqNPZgmz5IFhz76wBN6CCAxu1YAorUFRaSYHD2eu4zrbhSXNHTkDlmwocff1TntE6J/SOmEMwgbyNHTC0qCCqb0ZQbPw3N3F5egaOhIl61exhT6Vf6Vy5xHrBEQ1emhdLTDXrYHG0wbeUI7WKccgmF8FbVcDhr59U4/x6csfBnOjsCBy7PiMhaGRbvHnD2PVE1UhH6tGRuV9OZ6H314ETcALtaeJWXMpXKpr+BTYNj3Leh91jpwuFMpIC1M3aYrncMblsQk+XSl2nvMYRj13CXSdO1D49R/Resj/9VvYZSbZH43uQ8HW9SjYvBbmlkY4hwyHzpVIXGqOWoSWyeMRKIvSyjbhf7nI/v6U+02hIhSuqkFwqgOhSnuvZX02cyFTGD09g4J3d2P4O3EPhiocgamtA+6yYjiHjMCKQ5awdyo1kEiNUaZOHQwN3zIS7SufJ5BX6g/W9Dm07SvhG3YuoqZytq2mawtrUho2ViLvuysQ0RaBi8bfs6/8QgQLjk68SAm3C9viRV0o6iOslXjqJaBIEGP1Cqg9W6Drkg+pNO55AaadboRNWrZOorCyjklCNT+C2tuBwlXPQutuhb9wFPNmUrhvIG8oOob11EtkwCBE9SZsOecPzGhFxXXEUtNhgxktU49Ey+TDwVP4byQCQ2cTq7hJIXchsw3u8jGDMp+sv3DQEJdsLdxy6JW1O82+olDIisB47Bj5jpA8ue6Sc+HPF9y9XDiEKXV74Nuxl8WCEsx16+PxwyQAmtcCzWsRtoyAxi005RLzU3iPBv6S02BfcT3UfiEen/2fU7FQM33HKkRV8ZkcZF3mhYT9iD4PWn4XqyBDpS6JuFAxAJWvBe2TTmahJwXrhRA0i6SSTURvQcOhV8NfHF/85YqQLgJPoQo7z34Uo56/DLatzwGRELzDj2FhBuz5ZWlJS4ZUYcnlp3CRCCY8J1jpRZSuilu3O8ZWYtfP5oLXaaBCpEf4VSZlJQezyiertErVPS1+Gb0v19thyjGGmZRfNteZLdFReUKYdc1LCWNR3+FF24QqbDvvKET1WsySbw0Rg7luO0a9+UDsb3KH+8oXoPSbh9n45XkOqoAbWlcz9J11zPNH6Bx9JKI6EyIGG4pWPRvb31OkA6/29yluuuzdn/QILyP4SmcjmDcG9i3/g65rN9xVZHgoZMn+tl1CidLCtS/DtugIjFoqNF8LWvLgtheynAaqkkZKh7BjyVloHz814fgdYyZh3SXXIWixI6rTIWDLw9DPhfhrgqGrHcM+fQtRjY4tNGsXHImgzQ5vcRn8jvxYBaTk8Z5rOWbaftCRlzRelt4sJvuC5GPIERkp7Bvq2M+6RZOw+5QFwpc8j5m7fOhsboC1Vsj1MjfXw9Is/O635zHLK30C1uXQecioFI3JdGAX1GPnCWXbN8fDxYKWIujcLdAEPQgF4/mgFJpD5V/Z9Y6ZjJKVH6BjzByWf2Cv2cC+J2tux6iZ8JQOR+VXQjiltIfTkC+ew97Dz0HHuHlZLZTkvBtUGhhBFXae+xhKv/wXLLWrUbj010yXhOxlOc/XbLwq0rE89+6/JvzPtm93/FhFdmy58Fj4SsWFuyqntUaqsZVK7ucs+y8hHU4egpas5Xy668rGgNWDxER5TL/+VagDiVEc5FXffupiBK3jMMnXnpa0WJr8KFp6HdQBYU5bd7wDX9VpsG75O9MjPOWzQQ1VsJ1FhvAqE7ioF0HHQvjNU8FrbFD790LXKURHhKzyRCQXGBqeg741LmtFkKE4WHQITHueZ39TCH3UWMx0jK5tI/Tt24SE/4WHovS7v0AVEuZc57hjYKn5juWoaD3COy7Xm7Dp4nguMCFiMGPThXcweUC91RrKtJiwdWns/xq/B6XL34K5fiN0zk40T53LyHaw3IKAzYGIgQwJnn4vwT+YcNAQFzlkY/EmqJr8UHWFEB5lAVR9d62Jx05HYETyUrJpOfK3VyOs00Lr88OPWjiq3aj49jNYRlTB2CYoLVfZKEBfiLApn8Ue84aRyFv3MKJqAzyVc2DfKhAX57Q7YNj7KTSeLaw5V9BxCIyNz7H/UYlj6mhMrk4WWsbxCR2S3SNPgqs0H8PeuhGNCy6Ht2IqouiAY7tArAKOIWif+mPo22pixEVEwFYKvbMRlR8JpRbJguwcNgnOqgnxviFZQFrfPqIxQB32s/wD+oTMBSxEIeiQz/3JNvQrdi7pYosSnQFsueBojH9aaD4mRdBhRPXVCzMS4QSFEBWfL5fGopafVlGVcNktqko07WjiU5cZ5amCVndidmOkIGdLX7Lik1N+7hotht3yLfu95dRR8OjsGPb8Kmy54Rj4KhyI+tJ7gignw7ZnJ4Z+/DYa5iyB31HMFk5lJKQbhXBHWqDRXVj3rWJ/hw12aPzCQsKx41P2c9cZ/0LXuGNY2AJUqowLm2wWRpRYzEIcCif1SHCn46nd2+AaPg+eITNj37dPOx1c0IdocBvG2iOodkxkyZWuynEs0ZJdv7oJM//5f+z30W+/gOXjpyJ/yzoW9tU6YTrrc6PvbAMXDrMFlRD+JaBu/hGs9Gn58i+g9QljaMybzyJgtUPvEp6Ju7QCO5ecjUBeQZ+6umciLyKI/Fv3CTJrwBtQyqivbAlLPt8K3fouBKeRHFb12eOZPFdSGbToWrhABKMfEkhttFANE1phqWmDZXULing7HLuEd9w6diQMTheap01iz7Rl4iGY8ILgOW8bPx951auZfmibfgbzxJcse5x5wX0l42Gt/gqaQHcOVMVUqHd/yzwr+o64ESui1WDvEeehc9QMTHn01ywkpWn2CTC27I0RF8LeYy5iHn2RuEhBEq7q8+fYJ6LRon7e4fCUVsSKQmSCOAZFee0qL2fERedsjHmMGhb9Ep6quFc0W6QjK1LZv+rqSzDz/sdkj7H5luPYfM/JSBXhAXXPdUTi2BJkdZ9kf4aI4IZwfkzmZxrX6QxYyUQmoS8ez2PSbe8w0uK3mbD6t2dhwc2PY9+h87Dn6ENlK44lkJZoBI6afbBue5EZT6lYhNYLWLfez0gL9RhSUc4KH4C+TSDMUbUNqkh3oZ9uouIecTOCRYvhq6ReZHy/eBtCtuksnCxYcExC24aIQwhjpH5J2q7NQluHmEH1dKE5alcN/CUdaJtzDCKog7dsEqJ6M1pnnsu2HfrKVazUNXkzCfr2BpQtexNdI6YiojdD7d3DPC/kYSe5T3qA0DJpBryFpTA31aFwyzr2XdWX7/e49s1nXwZX5dCE59AX41XG/EefXB+ngQPH04rme4iOjg58/PHHuHuSFa2FPdllKsFS2F4PzhtB3q2CdyE40QbdpqQSgUVqoCUC7uJ8wKRiZmOOaniXawVdqeViAiGbBV7CxOd5OH0OWKtboXH50ThqHCz17bDUtmDIx+ug9gfgLSmEL78C8+fMRfVjSY0iC0cyJRWylyNinx3rGmyurYGu9Rv4hpwKtUsF61aKQdYgULQYIetUaNzboYrshKHxY0SM5VD7ugnR8BOg8TTB2Lwa9YddwyYYeTrksHfx7QjmDWEKwdiyjyVQl3/7OhrnnIigrRAFm75C5ZfxeNDYLYODq6IKLVPnoHXCtLSVjc7yteONyFD2u6lxN4a9/yi0vsRJs/2038BXXJXyGNkoK+EE8b8dXfsw6U9xK6WItsXDmQucnfc/x2ZlnSUlwW8PIHprI7j5Jqiuio+JZEU1fvsMbBmzOq2iGhXO4KLoxrZwMSucQk2w9z2uRtdKFShnMNzV83mbjtRAP0kN00J5MiElN6mQPNY5TxjWe3dCt70naeycWIY9h89C0GbGaREbnpWERZHFnqpezb5P8EjsPeJ8dIwTms/lb/kWQz4XvCe+otEwtuxIOG7b1NPQNfoIOLa8j/xNb7Pv9h1/CwIFvWtOl611N1cP36nReryqKpdVAuRdnfMPodynq7yKlTJtnjwLhg7qFq6Bp9QGR3UNTK3C+CAjx8pf/QxhUzxEx7GzBpVL16JuwZFwl1fBvmtbLPxUhLNyGHQuJzQBHyNCvFqNoNUOX+FwluDZPONY5gHqjQIT59boV9/B2Jo6HHPMMTj66KORl9f7HlqZ5H6tWZMVaVG7gqyQxdA7loEL8QiNNEOzzwcuKPHcjtED2wPgjrMKv4d5cAUaFA9xgTNw4KggWwajVro50+QvhKo9CN3aTvgPLYS7zgB9nQuOz2ph2N0Ff7EVgUILZh95KHbcL1hyRYQNOnQNq2L5YK6KMjir5jIZSj2RqpZ+jbYJC6FRj0Lxt4/BWvMtOiYshmfIDHB+Nwxtu5C39QNWycufNwzGtmpWbMRbXIXCTV8xAlS36EwMe+8R2Pb1LJHfOJ0WoEKorr6zHRGtDuXLP0fXsNHsY2moxcRn5Tuqu8pL0DF6BGoPnYeoTPiqGCJKMv8FqorGCsT4MPa1F2GtTQzFbB8zB+2zf55zedh08l+lbmGL7GS0T6tE/lohX2jPH+chUCVfKISQoA/8ERReISSAq58VdJgcSAdI5X5vZP9OjZDITk5gVm9BBXR+y2HvIxqobByiMs5I4yINtBUqWJZo0aQiF316ZFzLdBtjK19eg9LP4jlVPK2XuleVG8/7OYsSOTHPjDciw3oQl2Gv/RYabzNcI0+Ga8xpMLgNUHlr4Vj169i2US15sFvjf2sccI27FxrnGpj3CsUpAvlHwl/xU+wPiMQlGcmRIMfZduA1bkjKBPzh7/ybzTlfQQWMbXXoHE79aShM0w9vUSkMnW2w76mO7bf5HCIjw2N/03wcsvQDFobXPHUODO0tmPDcI7Gy2ISuqpHQelzQ+jxQBYPMkEf9frwl5fDlFaF97CT2ezoSk4m02Hd/g3kffzVgMv+gJC73zeRQb+UyW9jUbbD8twaGpYkLR+7qQnCkqKqDjJTwLiqZB/CPtAE2FTCMNBathkJAB2Wp05siMsMB/ihQqQU3Wg/Y1eAbQ+AOt0A1xoCmQCG067ugX9GBaKEOptcbZO+jfeYQ5K8SrGD1CyZA1xFCxKBHx4hhWOIYgje8EUx87hHZfSkXpvEEoeoEwdAJVgUjbB0DTWsLLNW3QBUWlHlEkwffyAtYKWK1txZqv5B/4Bq+mIWBmbtr/UehQv3h17LwFkNnYt1/KhjAKpolNUIU0TBrMfYeTiVhORjaWzH1sXtkScw3t/yKLZoyKTHC3LsT47RFJDbRSo1kr0qqRU7lyo0ofXxT/Do11OwqPjWiZjXa/yWQrmysssW+VviWh2Gcr4HKJGN961ZUldsPQe2YrzIqKnso0Q3PrpEHfE4Vtm+0YOtbVrgaei4OOA0PPiycn9Px4IPyi6+Cmw1MqXFmDioDl/XCjA/z6FylQ9SmQXiYCdCowLUEwH/hZWEsukYPrKua0XjEmJhym33oIrzjakBEbUbQaoG3uBDevPGY+dBd7P9rfvZbtqBmwpTnMfWhq9n3rqrZaJnzE6GLPVX52rsKvuIxLBlY7W3H8NcEZbfvhFsQyE8kLqmavA4E5BZWRFyetVnTjlN9pxP5W3ega3gVvCUyJWlSeJDSgeaVuaGWKcGITo+gxcYa00U1WhYPrXd2YMyrT7Pmbl3DpzECow76WRWbiJ4+JuRvXc6anTqHjINt31aWZOvPL2Dyh4UlUO6FQwdPaQkiOi2KtDpcqjHtN+KSzsti/2IfSp5OXJBzlxeAI7muBniS6yEe+fketN1FzR4B/RQ1Iyrh+ijCTTxLz+AMgMrCMf2gzQcsE6LQF/GI+Dn4rEZYTtQyY1awJgLv52GobRzcH4QQ7eypXsPlBkRKDdCv7kRgjgPBkBa8Vg3/cBsOL52IF60+DH1uJTNuyeG7638OXrIgctR0sfdGJVOHffwybDWC15PQNulkREx5LMY+YC+Esb0BXVUTEbIVoHCj0LuCsGPJmcjftgkFO+IykEBEhcaGJinPT4TPUYA1V17AwhjJ6Dbt4adgbOupf1decyn8Q1Q9SqMTzu304VmH2A/EgSGfv8d6ViWD4v2lVfGySRZOJf8Jjo49mHSH0FQ4FXbfeQis5emNFKI+oKUUv9TD1hNcqTatR4WIS/vYj3M2UpEeaPLq4GrQYNt7FtSv6H1Svu0sHYyHaBgxp/GaingnExgiL4adnVCRl2W4HZ3qYlY90vZFA3Qu6o0SQsXSjeiqqoQ6EIWlqR7z5s3DBw2UB2KDinMgaC+Dr2gMSr57FcbG5WhZcCtC+WNjifiWzX9jyfeUM+Ia94DQT0ulh8a9if0esQgFEmwbLwHHB+VzWvYjacmWuCTrBurVZ9+1Dr48KlwwrscxQ2YKseNyL2Pv9iBvxy6EDQaEzCb2ieh10Lqs0HrcqPr8Xdj37kLruCkspJjK/dM8D5ktrKGopX4fijesZB79qEYDnccNX14B0xvUYJrSBaK6CDOkBGxWlIcj+KnJoRCX3hCXZMJi2NGBikfXIVKqh7o5AF6vQteNY8HbtGkXn6mEDeN4EQjKjANUBiBYHUVwZwQejwH8Jh/z1KBQTX7alMf3js1D16JKNI4dhYo31qPom13gojwCdjNqj5gKzq+HuaEZSxwFWP71NwhYbDB2tguxnlSTm1Ohed4lrMKXwRmCKuiGvnkttO7GhAQ1KaIaOytgrA5n34Cqa8QhaB03CSPfFSxqLZMORVG3sqOwAHV3ElnIYIDWHz9vRK3Bhp9eDXeVhi228rdVY8Jz8dCyHScfi6ZZ8jGoUiVGKFq/GWNffjsW2qDuXsB/dbtQqSyGDP0jpIsbcZzo6t0I5RuQz7VD5QpD1RaAdrML5qgH/HvdStHIgbukANw8U8zimm0McjZhXpO2zoB/1PtZERURkTCw7h0bVr0qHxpWMCaAiac6YasIQ28TKgntNsYVvnsHh4YX1bBOirKffEi4L5WBRzTEQTtEBcNMNYzzNNAMUcW8i6G6KFre4AQyb1ODm20C/5kb/OPCffoOK0Sk3ADz87Uxi1vzWWPZ2NY2e+H4QrBikhJ7M9gKT3kBdF0eFK2tZgpPil3H/RgtU2az32fed5vswmnr2TezZGUiI0whRCIssZMlLPYSuRCbbCy/4uIqmZAfyIT25GIIFJ43/sX/st8bZywAr8ljcdTkBVNTE1zwsO9eD56an0YiaCLP6cTpTAHS/yJGL3ROF8xNLTC2tGOI14/jjjhiQIlLKoOVyhtC5d0rETWoofJHoG/yoOu3YxAeae5hdEg1j6Xzlpn1eCBEEUBeDmoLj2ATB/cWDqFODv5aDp5qDmoDoHHw8O2WJ5baESqEJ1vA/dgO/iM3+HecQGcEvJqDb0kpog4tVK0BHO4bg2VffY2wVQdNRwCqKI+omoMqwqNm8RwEbSaonWpWqcm6rw7W2qYEC2uUU0HF8l2oipMGYXMBdK7seyx4ikqx97Dj4di+EWXrV8JVNgR6Z2es9HY6bDvtRLRMnchkvoZrxrxb4kY1d3kB1v7qNNn9zm0GniXx1E1qjC1tmPmAELol7Sm28upL4S9MHQ7bA0k6gXSAtsvHXmrEpEOer4l54ozVnVC7QnB8WwuVU5C7njMr4DuqGCXWzDK8N/pAarCSIyvJ8p/G4b51Bnzwj54Nn0XMv6YNhWMC2KMvhJr4DNlXu4cjqf3tjxmhKVIhtDeKwFpBL3BmgPcD6nyOEXb/vAJgrB6cRnjqfCAKz7MBZpiKOnQITrHD6bFi+E3CtQeKjdh76iyMeOJbqP3CNVf/eCHUgRBUXg1KVq1njTNJ5n+5YSNaph4Djc/N+reYWgV9IMJfPAPtc37Dfs9bdR+MDT3LJ7vHXolg8aLEBxPxAZreE7hkSKuKpSMqIlLl3C7R1eDt4LCsQhelyFo3mBKLPOUCQxsZrN6FbV8dfHmFaBs/lRmy1D4va7BNciSveisLV6OG10GTBdtOuxDqSAMzSLL+MqEQzPVNLBJgiNuLExYdqhCXXBSYu7BT1oVbeGG8WZZ/QT7clw5HiUHeipVzMnQKNPjygL0h8LsCLPSg5ZJxsPynBsGZeQjOzpN1tcrWUPc62CL+BT0He40POmcXRr0Tr4sfshQJnb+j1F8lBHV3ApgUUU4v9HTh1ODVFlYCWesTcmGS0XTEP+Aqd6Bw1XMwtOxAIK8K9p1fxLwkzdOPRuO8kzH0g8fg2LUWdXMPY27G4e+/hl3HnoKJzz0KNTVHkiiaNT+/kJW8VWlbMe6pj5G/pWfn5hU3noVAgS1mUYgpMQmKv9uGMS8K10LYc+xMtJwyCtkgVcKkbkU7bP+UPAuHGihQs5BAS1kI+slq6CaoZUMCs807ycaSZth5PCMu6YiK3R+32na1avDYHysRjSRe17xz2zD5uLgg7NJq0oYYSBHxC9UoyahFv7u3cuj8VoX279TgPYD5OC1sZ+sQbo6i5bcSglGiAXeqXfBO6jhE1Wqo3In34ZxTysozR8xaRl4sa5ox9fQT8PhCM7Myi+Ne7Q3AVtOEwtW1KFm7EWuvuADuijJonTaMf/4/sNXWsG2bplGYjA0laz6StcIOBsgpJJG45Nr7p9fIUpmJJKZs+Zdw7NqKLedcLr8hH0X+9k0sxKxj9AREdXr5ezF1oqrNh1/v9O8X4pI8v/Pf3oXC14WeS6FhJriuGoloob6HoUoq7+Xmc7bhmQTiCc56DXa0FqDlPTWqLg/DvVnFCM2QiyNo5noutuWs22TZPmp3BT6p3AdPjQ7aVi8K3qyGvl6Q7f5CM/ioii0cKE9G7+tppCJvGJVK5kCVF8ug8TlhTPKci9hzzEXoHDUT1pqNGPL509h7+GKMfO9lliOl9XrgqhyGnUvOhLVuL8a8/gwrAvDNH6/DhKdfRv3s6Rj22VcwNyfq0x2nL0LTPMEaXvnpWgx7t2clpk2XHM8KnYjeQzmZr/H4E4gP4au/pRibSUjlgdPvdWLo7csSvOqRYj0iJQZEi3QwjYmCm2UCp+N6tS7IRS/karB66cZydDYkLqLzKoI4/c/1Ocl6AuVC8hHyvgMqIwc+yiO0Kwr/6jC8X4URIcNsqQaqa4uAYg2iF8fzogh1V05D0UvbmTznNSqETXroiBB2o2tEGbwleSxkLKy1o+qLbzHthOPweNVUBG2CvCFvOpX9NbbUonDbVti3f4KOiUvQMWkJ+3/hhm/gWC8UyqEKqlTCvmDl3+XJSwqkqzza115BqY4tDSEWiUs2hGW/6AVvok6w1DVg4tMvY8W1lyNqoAqFPXUGNcfVeWrQOWIoAnkpdIqpE5XOEH6zxa0Ql2wV2EcffYTOTuHlus+pRGBBAfOoiFDV+mD6oAmGLxMFrOqaQnBzzVlZ3dJBLiE6WSlJXa3piEsyeTm3Xs+8D+KAsu7bjbxdDSzBl4Vs8Q6EjQ5Yaqth6Q718ladwZo3alqawUXcUHt3QNXd3JFAcaEc3LEqZBF9IZqOeaDHxKPymqVLH2Qx0u7iYbA01yDKqdEw7yRUfPs6GmYuxN4jT0TI0gFTSxumUGlPFm5ShYgJKF69E+3jq7D5ku4eL9EoLLWtGPH+N4K1qzuGWET9CRNRv2QSzqgz4KWKRIU8/fpXoPbFBXrzOePQeZR8jotcDoqqJcDCvgoKu1i4H/+5G/xnLnA/yUfJdB84LQeVmZN992EX4NrIwT6bF0vNs0UNGXpat+nYdxpDFPbK1MQjrXLavRgY/m5KopKMYIDD/+4sR5tEiV3zQA20Oh5dMiFe6ZQa3cOas4Tj6Mt4FBwRgW0aD62dh4aGHA90reSw629a6CaoYJyrQdfjkgZ2xDvIcDfRANWpdsFSp+Li451OICF+4tg/aU8e3hras6GfOPZt1Q2Y9Oi7rJxmwr1UjcDOk85meR+TnnyA9bnYdN7PWE5HpkTD3tSg769jklJK9iT2RSlJi3v0F5GRU1qpkEnJVnrC+M1G14ASF1Hutx83DM55ZQgOscbnflcQxi/bYH5ZqNwlgrwdZWeEwXUnTifL+Gws38nozaIxnb6Yu3Ms3hwavy5ngxHWFY1QBSMIBvSIGDTw6fOg8gUw8u3lse2WX38HVKEgrI0hVqXO2tDOQiqjWgN0XfWsQSs1ixSrGa274r6EsEM2lqMRDPv4LZSs+455+fVuwTu/+6glGPr5e/DlO7Dmqku6DWZRTHvoKRja2uErssM1pAiO6gYY25z4+q5LwGvUMBg6oe30oezDLTDtaYfW6WcVBkVEtCqsued0nNFg7CHziz/fjqqX4g0DKQdo75/nI1tw/jD0tW4WflfU2gDNXi/MT+6B/5hi+I8oQqG+nRmrRMOUdB1Ai3rfd2HoJ2lQbkskxhRhHWzkmHw0DuGlOdspITeucjVYffx8PtZ+Jlkb/GMfzPmRjGNRbhxuvUkD787ukKyTtTDM1EBdyEHt4JinJbQngtb/81OOObgTbeCXe5kxVkRUq0KoyIjOw4fAubAcXdJOi1RCm2RTksFPXMskyxpRxqr9Htb5XedJlC0hUwE6p1+NEFVuXPcIzPs+YyTGMzx177j+gJTYZNN6QS7nkYjLC4bC7IoD9aFaohRZ64VeeGnSXeNAyvx+qyrm9XqZ8ti0aRPKyspw0UUXse/r6urw2muvoaGhATabjd3EzJkzY/s888wzcDqdOPvss1FZWYn29nb89a9/xSmnnIL58xOF0l133cX2nzUr+2oiludq2afjTxNg/LAJhq/bxEbuPaBb1oGCBf4+W9LFfaQKiYRgcuUmcTFHyjW5hnrKGukaCo8xsgFOk901ZDj7iJNdDGtxD58Pe/V8FC37P0QsQvJWuKgY6k4HoobEClxiHCivbYZ1051wTr8z1hfFsv0VlG8XKsd4yqeifcqPUP7ZPYy0EFR8BCWr3kP14jPQOHMIeC0NXg4BuxWbLzsBAZsJxat2YOiHq9A0ewyqTz0kNtHG3P85bNtShywUfVcN92kVscZcIuh5BY4tgumNeI6Q6nChBn6mXBN+gw/8er8QlsHydwSQS9xxpxEVZQ1pFc3LF1aw0CkpODWP1ZGeVc3mnNWOqYuzD8MToQ8DhhRExeZNtAq5nCo8/vcyuJzCtL3uwd1icaoERdcUUuPbZ/OFRH2eg8kewagzXdCZ+B73GLi3GJuv1SHQwKH+WQ1aP+JZWAEpZE4bT+wPbo4itFMgLZYfa6GfoEaknYezMg/c8MSE7th4T1Je0h4G6TxiakcggbRQI9baQxagecoE8FpS9GGs/PVlCQpwIJpj9faYaV39veg5kuv2ssor+bxJikt6zXIkJmP4Qn97jLJE/gc17OM5uxJRuxaWJ/aAC8gLff61LkQXm1Fub0+5qEy1kBTnVrJxIHl7cfEoPa508ZisY0hvSBfNJs4fk2s0h2xlPuBkO9q6dYaoK+gdt8wag3m3Po2mqRPYXCMvWFeVnlVx7BqRGPbYOvMcZuEu//gvaJx5RIy0GNrqMfbFO2Pemt3Hn8qaIUubXw7/5G3Uzp+FukVCwQw6F29xYucZ8xE2GaD2BTHtgdcR1mux/k9LoLcKFmb7hgaMfqhnrooIdSgKu6YdOnVBDzlgmRcGhKrqwv1eVp5VYRQyUhm+aIHpraSmzeUaqK4qhHW6HqPV8XLHye+lYxmH3feIhs8AGqGDSs338HCLOPWJWmhyjExlYyYahT5p7MgZrMj289Yjhdi+WtD5F9++D3nFYUG0+uPjkbbb+YIFbfu04CntLMqxcOFRFc09yMvoP4Sx9bdaBBo5uN8MwftZSNAV5IGxcIh2xK+D/8IDNIcRtWrQddNYaHZ62DxrGjcsXoFVGsWbKh+jey2T0Hjb5YjJWE4fYgZZKdqm/BjOkYtYjhbdrPfQnwD4SXcRlb4XT0lXnKW3ZEUEeVlYme9sScsA6wV/sk7IoA9kkeYadZJ84P2BnIlLKBTCo48+Cq1WizPOOIMRF0I4HMZTTz2FcePG4cwzz0R1dTVeeeUV9v/y8nJ888037CfFOr777ru4/PK425esZ1OmTIHZnNicMBt4T60A/ht/oNyVhcivcoHf0BlbqZLLk28IQbPSyRLRIo1ROC7W9zlUQE4hiQQmmbxIkY68pLKmiuQleXKIyilUSB4Loeyx0O1biM+UxmtKwYWK0TXnXwnf+SoXQeNrgWnfFzDXr2MfAiXhktIjcURhBFTylCxqBIptn/O3f/c4fqRIC50tHr624+eLmOdEJTPAm84bh64jqthzkWvMxZ+hRfQ9DggK+1LllvKnzTHLqRza/uaDf0V88Uvx55TTQaEbgvPJl/Ydk3JJJi1aQxTTlnTBVhqCMQAMn+iF36vGozcNwXcv5GPBIic02twmsD8NUZGierseTz1UwogI4da/74EqEN/eaYoL2ueuq0Q4pMKk47qwZ7UJrhYty4s55ML2Hla5ScXNmPQssOcrI5Y/WACNnUewRTiudUoUrvUcbDOiGH5NGMQ3gq1Au90ci4E2gxYp7h5jPR2pNKvy0/e9GAms/NdZic+JzYlEl3vPrirpvQd9ySvp1WI+WXGbAr1WSnIEL5XBQ7bpYTJkOrnndF/d+w99ZzmGfCbICULjUWNRTq+piirk7B/4ji+B//AiFL6yg8XkE7jz8ogFQPtFJ6uy5F8bQeHvDCi3x5+jdP5LCUg6j6fc/6RkRnocORKTjsgk6w4pgRF1hqgrmJ6AXQifYu8vrh/EUtdS/UCgUsl1x/0+IXQlYC9C0/RjkL/9O2g9XRj5bpwtRCj0MxJBWE+eHj1L0mUwdWLKA2/AtifxvkIOA4L5cR3eNakMzYeMRPFX8cpIIjqOrELLmWNYMQ+D2t9DHlB4H3eCNZZr6LhjG1R3lYGrSs0SrJ83ovMRYY6p7ByiLp7lFuX9Qig8ApC3x5tW33+3kuZUYpGTScc5UTrGD2ezFiPnemCwRPDkL6oQDqiw6b92HHpJ78PM03rX/cDjt1bC1SFcz1X31kBv5HvsT+Nv2bP52PihDcWj/MizhLDtayuLCDjpn42xexPHHcnxifeHEOoENlyug8YcZXmOIQ8HTRGHYDdxKf23CS32IvCeKMu1okIckXKBfOSjI2O/OhE9Gm+nkN/Lb/pFDzlrcNO9Z19FTopcqs8RaK70lvCkO1+2lU372o8wnW7IqBNyMDzZqusx5d9vx881tgSWimKgoGdxgUFDXIiAeDweXH/99dDp4kJk9+7d8Pl8WLJkCSM1xcXFWL9+PdatW8cIi9/vR1FRUez35KT3Dz/8ED/+8Y9zvgHjG/Ws/RKmGcAZVIArAq4zCtWDleDX+aD7pA3R99pYidhQdXxxF66Lojyvs0+xzZkgJS9Sr0tO5IUGVPfCQiQv4kSQKidxwpHFgKwFoqtTTC5Ll3CWvzS+SAxZhSoYVGEiordC43dCFQmxROjKz56ApakOIz54FSM+APYeNh+t40cjrFFDkxTWU/7uJhQtrcb2Kw+FrzIPBSv2sLKSnqlFKHxNiEH3V1lRd/UMRBz6HopLuvCl8CP1E1WInBuvFR7p5KEplg/vCjQBdSuEe5z8SBCU5pPwXpOMqqmsrGfcWYcv/lOI5mqB5JosEZTkhZiFqXa7AeuXWlG7Q7DQzD2+M2fSQkSF3PGpCEskArz5Uh52bjXB1SVM1VnzXVh8artscan6aj32bTcw0jJisheBJg0CHhUmHN2FGad0JdxrMoGpWuDD5tdCcO2MK+08ix95C4BRx7jRaRTGoK4QKIWMEM0iZEJqVZ5q2Jqyn0xyH4zkZn4xoZxCGIf6y/ovWdD3KZmersfd+waJqZBq+4FUWsnH07HFYByln2yDfnLPEqADBariaFL7YHY2AhfkgzvVAd1jDYiu7mK5CoHtcZkfet8LTM7sZaGFYLoFZbag48qF76TzxtDcIIheGJHApCQv9C67dYTUuCUlL3IY/u5DsO0RKoi5y6hkqlh9UqgaRH2ANp//C+TtWIbKb1Zg6Gdfs0/IaMB3t5wHbZdglJLmNBqbXJj1yxdQc+4stC4cCcuuVpjqO1lPJ+vKJhj2Cnqr5rYFCFYIhEqY5xXyBo8L8hF1RcF/JZzLvLoNtuGpiUtdN2nJu1qP4YdILdyJ6410lRsPP78VK/QRbPooXgLZnBeGNcqjvUWFlU/nYdcGE/gIh9JhASw+qxWS3rYJkAvdFceVP42nfdUnVmz8xoqW2rhx9Rd/39ODtBA8VFXyIwsjLZTzUjg0iG1fWjB0hgdjTkt898kEhvRi4dERtC9VIRrovtb2CPIWRGGbyiOcr0IpqLqq8C8ukl7IJ69pRNB4NXblodiRFB4skSOysrt7TMvBLymn31+Qrqv6AxFtCH6jK+cKp7nqgd4YunL15Eih17gSSl5TJI2jKQAcM4iJCxGRhQsXJpAWQlNTEwoKChhpEUHelpYWQRDNnTsXDz/8MN566y3mkZGC6j/T97QNEZucbuBPpVA7bIjc0wx+mRdY5gX/ZAeK7jJCN0MNfpoB9efELf+6Yh6GSh5llc4BIyypkIm8SCEMrNTkJZVljQiMSF7YcZIIjBy6xp/HOn8TtK59rF9G15ijELSWIG/9syxmetzzd7DurD5HPqtiown4WSlbapYmkpa1V/0IGl8Ajh118I+2YNR/vsHEOz9E17gSlrxnbHDCuCs+YfT7XD1Ii1xHYVGJh+8zoekaYaFkqeuCvaSnIKdqP9tvEcbg8MM9GG/pSCAq2cYUs7/zgzj3unose9fBXO+7Nxmx4gM7mvbqMXmGB7NmeHD+hS0wGLr3kyEgVIDD7+NgMme/EAoGObz8dCG2buxZKeXoEzshGj5FNNZr8eDdwrypHC0kSZJyLakK4LI/1SJY2PPcyQSGqs+c8Pcm+J0qNG/SM29/xRxfjCAVZugnkEuYJQuH4dpZ00wRyaGW7L4kpD/b5n5ySBmKKYOERb3cgj7X2GCZY2SjqLLt5p5zl+sMSosLRZC3eh/smxvQPrMKXVMq0l5r13nD0XXuMFi/a0T++lrol3eweY0B1mHqP5eBW6GKVbSjcFDbOTpYf6QDfmNEx4N+eL8QxjhVAjNU8CheHMlazvcneUmXCyNHYqTee6n3pbfkRQ7N046OERdLg+AR2XXcqeisGoGqrz4CX78Pk598AK7yUtaPxdjeCS4SRdewIbBuc8PY6WGkZdcp89E5ugKVK9aiY2olxt3/OYY9u5JVy/QMy4dlVxv7SEGkJZ2hKkEOXMWhYR0QdQGh3XHjmFTeBNuBjT/rNtCZeQyb78q5tDz7nr1vHiec3oaqygCa9ujQWqdDzTdmLNujR9nwAMbPcWPRjzrgKEqf++TzcIzsZFu9nEK11n9lxUf/69lf5bSrGmGyJIYuhYIc7rtKqFhlMEdYNEBHnY59TrujDvmV3f6MUM+xJ30u1Dsx+hOgaaMBvk4VgnMt0MSGTJIMSuItclElybJahDSSItkoJSdXmNxKE/Y0EMapdNEtvWrYKKljI0da+lMPSJFqTZmOEJk2tcKyuhnhPAPaTxyevvzyVD12PHosCtvqYXluHzRb+z9Mu1+JSyQSQWNjI8aMGYMHHngAbreb/X7SSSchEAjAYEhs3mY0Gtn2BPK23HjjjSykLHk7Ci/btm0b3nzzTfzsZz/L6QYKVF0wqJ3Ab2hWWVjJVpWRyvupWI+J+vME0lJ8cgT5i6IwDe0Z559OmLibNAi6VSgYLR9ylQwSqNnmuyQjOd9FzeJC9VmTF4Kc9yVdFQ2/LYLypQJpIVAPF2/5lNjA3XXK1eDCQXChECY9eRMrCkCJ+Z0jxmD8S4+jebJQQcZT4mBxzjF0FwHzF5jBRXioukslioiSc2xWSY+wMLGjsPjspNCUqjD54SA2XKFD9V1ajLghBMcsPuE91jTSYj8fo4934fBz2lLGE2ValEi9IIuP6Sa5x+VupXjm0SLmMbniV3WoGJI5gb+9VYN774gvFjmOx6/+UAd7XqJHSwqRtFD8c35JGPdeORQT5rlx7PnC8zNKYqEzKXG7ESiZ1T3W6ZQyp5Uqwt4QfkPUC0PSfqMgs4CTEBu5fAAR0rCahO0leWXZCHZxIdgvZKYXhEVOSaVaCKTbJ9mTKwfj9g6Y1zZD7Q1D7QnBMyEf7hklGPb7r2OFMKz7WlEz2yR7Lq6Tmil2QbvNBd0GJysnzlCmAbqrxQ0kmNw/Pggcb0HEySPaGYWmUsXk77pLtIi4OBiGRDH0igiMI3iMkYyvTAtY8lI2btOjapoPju7wVDmkmlNySJULIwXNJZobtUm6JF1lq96Sl4IN8R4uNUcuQcvkmSxHhlC95CyWNCH0e3gHhVvWs8T89T89G3P//hBs++oRMujAq1UY+Ua8Z0zxl4In3TW8ABpvEGpvT+EbzE80VNH4ptBRKZLvt/RhM+rP9bDQ384/OjH2T+EE2eMJqLERQsj6jx+ug4peWTg3I1Wy3J8/xQvQJxXShPVuXGvEi08WY/ZCJ046vUM2nFcKyk/5+8/jjQUJZ1zbgKHjU4ctvXSvUBb5sNPbMPsYJ958phC7V5hx0cM9K8jJhS9KQQVmyqaJ5/L2iEhIa5xKM9Wl77FIberhZWfHTJLbqWS2FO36HEpiZzJgyXh9CIwYZWGkks6tjOWNU3hZknN6+4r8FMegcuuGL1pZo2hVR4iVYKfcQPMr9TB+EM8/5o4yJxS4iiEYhW59F7RbXdBudELT0D1mqA/iwNv9e09cKME+Go1i8+bNjKyoVCq8+uqrePvtt2G1yrNRaX9LjUbDPnKgELN7770Xa9euxbRp8j0+Uh3f920Y+ulq1jivsjI+OKhCcD0ES0zzm2qqBgxO58HE051pLSEUvrP2GTt2fih/T+NOdmLoQi+QKGt6hUzJ+pnCxpKVUyYCkwzrNiEZ3zViCZrmJ9bZF49F1Wjos+HSu+G3uMFrtNC6nWicOQWeogIUb9iCtrHjsfZXE6EKhVm/laJ1uzD22U9haPMwJVa/eCK4oVSWmYNhVxfy390FbkLcC5SuXGmC0MwDpjwWxPpLdNj1Vy00xihW+ypRPtOHSYc60fC1QIoXntqek6LKBGuW2yVj8aFdeK5Vg9GOKNSSY2zYokfNHj1mz+ESjr1iZaKX5Yjju9KSFhGTpnkwxBRFc5eaWQOr15sQDLRDp+eFcq3r9Wip0yJsBiyFYVRM6H0sb6ZKSz22T3r2/mAUxa5QykXgzFB94v/EXIEk6ZiO4CSPoUzGAzmPTcaYbRFZWP8EI0R2hCVVflCq75PvRc6iKULlCSH/vd1wfLwHnUcNRbDUhKKXd7Ay1SX/2xrbzndMMTynVzCrGpW4VrUF4cjzsJLhrCrfm06hx9EpdnBLioChWpR1vwdzhx4QihwOGIJ7IrD722Egzk6vo/uV0Fgn0kLw71Nh2+9VmHJOJ7wL1DAVRFI3c40CO7814/NH5I1KI6d4MGmBC6On+3ImLbkSGWlITybvixTpyIsUpsY65O1aA3dJBTadf4Wwck0GNaOzWFG9+EzsOPUIRPR6IMpj36HzEDSbMPK9TxHRqPHVXy8TCmnwPGz+Rkz603uw7m5DyKqHv8yOmj/OZ0YrXaMbjg/2gCtRZy3z2TZ0/xqg5AVg0y+18GxTYfWZOlYkZWteKab/pBOBPcIxj/tVE/IomS/SP3K/tzJ/3ugAPikKYsqMxBYF4X1afPWJDUctpmRm4RqIzAT9iWNJo42mJS2ESHf+5dRDXSxcTG+JIORXwdWqhrVQeACdDRrUbjDCUhCBt1ONCUe5spLd6Tw0yUglk7PxsqfztqdCKiNVKiRHuEiRLBt7FEpKyjdOpuHSsP1USEdaUhGWXO5PDj0MXBEe+mXtMD+1B8HpDkTKDDB+1wa4osJPd/fa0KZiKRZF9c0Ajck6qtbAASN04Ff5Yt5t7iQbuJ/YgInFKNOLMt804DK/Tx4XAiXlDxkixDGfcMIJeP7553H44YcnkBQR6qQO6alAHplDDjmEJe5PmDAh62vKCzmx414/bNOiGHVTfFI613PY+X+JrLHlXTVaYMOY493Q2xIX8uKEbturxat/SAyPSMbWN23sQ839eIMKwWYO9plRdK1SYeI/gygpFixlUTfPqnRk8rr0hbwQkvNeCHLhYz3AR2Hd8Sra5vwWHaMzx3YIBEYbq0DD8xbw3e+38uvl2Hs0VQARrqllxii45xWg4vV1KP10O/JX7oXuSx/qrpsJ3wQNNK/sgO2JfWibW4BiScJsph4LTIgagbHPAJ/eXsQcQ+56DepXGdmHsOinrSiklYg/N4XVW0UlB5NHBa85iuFDw7jpurg1g6ZIMAj89xlBwM+Zk7jfsCGJCdwnLnBB5VVhV40OJlMU5mE9PX9LTmvD268UYNcOA7weNRzFQXi6NLj/6mFpK+Jcdsc+2AtzIyG9QfIzl8vrsXlTWyTt/pDsYlFKcBIWft3KNCF/QJPoCU0HufCFVPHB2ZSfFLY3ZCQt2TRHJEhlCe+Porir+zmoObT68phM0q/shKozBLN/LysRHx5ugrrBj7zfbUJwkg2df5kkJECT0SJ/OCyP14AL8cBIHVAdhPGjZvZhKNawvg7YF2AVh0yHa2C6zQj9OJr7NH5cCfNVJwY/DyBCH/mxeaUO018IxqIahnla8OpPe8ru9c85WMJy2SGBlB6Wp34hX15dRPV6M/uoNTwcRSHWT6lqnJ+FZB5xZhtmHiV4Zf1eFfSGKAu97JVHJhqNia1kApMpdEwE2z+JvEhR+fXHLOx3y9mXZb4wlUogLQw8oioVfAXC/FATYVFRNTNh7nXqh7CiGvYN9ayaGJW8NzV3oOPYYXAuqEDpU1uAJiCwppMtoLIyVHVjdKQZo++nd2lD/Wojq4BFRUe+vkcIrSJjzOSx3pxkfn/KeyloPP7+2m6Z330Okvn3/7kC0SiHxad2MKNqqmu75E+Cz83ZrkZbvQ7DJyU25yXQmHvxH2VMxhNKqoRtnv916vyyr58qwNFXNmP4bG+/GqbSEZl0Xna5fVIRHxFyxEeKZBmfynjFjiUpfpFN+H7C0JLk36Qq3BKNdFdSkwkNE+drbwgLH+FZWwciJLEkM8rv3hsEv9KLIrSDm2wAphmZsSF6fT0Q5qG6rhDaycIaiT+sDNHfNQikhbzk1DDdGUX0/G6PnQbQj1ezXOLwvih041QwX6mHcYEGnDoaK3QRe25c73NmBpy4UNUvqnsuzWOhJHwK/yJPCiXnS0F/J4eFpcORRx6J1atX49NPP816nzEN4zHu9u4hFTcYssIgky4XwrzsVSF4mjXQ8DzqtxjQ9ARgKQjD06FhljbCiLkemB0R1H9gw7x58cNodDysRSFo9VHoLTwcZSGEgxya9ulhKQqz3AdngwbeFjVC81TAMxRnCwzpFkzkCdIUqzC+uwqTl098Hp5oYm8HfyT+/5FesL4mAgKIhEUF0s3eY3/7oAp2/65uhzrU/X4sgDbY7dXonpvaQJxIcuEATPPmIWjbjmDYhzArOyggpAvKl5J2CklnGq8L+hFVLJEzb948uMtLMazTR9qru/QhIQ/6STNQ4BUEgX+EHaFGI4uHjz3kJwHuyNFCYQVSqp02mLbPiJ1OTFaVCkARp54bv8CgV4XdK03s/QypCMCf2DOLgaxcqWzjuhCXlGacGzRJFciYuHRTAy4egSDdGw+nS42avTr4/Cr89Cd+2KxRePxVaGqP16Q3WDnMmycQzlnTvGhsn4Q1601we4TnMyvohcUUQbC7EEBzgxYhrxbz5glTecIUL4zmCNavMiPEzivA2B0jHQ6CeWQM5ig07gnw99SJ/Q4iKlIEPMPR2XRCj+2CmaRRmv8TfQgkuVEn0UxRxT1YlZL5JwQ4Js7HdHMxdo09vhPGenxuynlaDBjjVuM8FjUrIUAsq7ciltslDZNMHvdS0LV7fDrW4JavDwHdsgVEPAj0Z1TiuftA/EXL5l1otAVhl5nxDS7IQ1dngurQMnCj9OD3BIFisqAD3HQjO5a5jF4gBz7EM2OMOk94zqYd8tfIeXOsD9sLHHHMaKhO9gPbEr8/4xo1PC1qmIvDUAUEudCwzYDABqB6Ly20AW+HIANLhgYwZHQA2762YB7JbgmsjgjsRUFEwhzKhgvkqKFGB6M5Cq2eh7NNA69LhWKzFr69wKqXovC5hWMYLRGMnuaFXsx9S4NA8pjuGg779mMTxnJl9xjO7x6rQ7t/SserOFaF8Um6olvSUVfxJJQXC2NwdsMG+Ip75lT0gCg0o1HY8ovgNdtR3C2/q5LWomqNAZx9GIrnCcaGYIkJ/nwHbE/Ux2X+MiDUZYV+eLdntDMvrcx3SGT+nNmAfmY05nWo3WhgOnjIFB/8+6ZkLfP7Ku8zIRLhEApz8PpUaG1To6FJh5OWBFFeEoa7bUIPGThvnpAB78gPw9QxAdtXGdC8r3sedfhRJjFY+TwqtG4xYs5sYRyPmu6BwRhFw259Qn8vgykKlYZHOMDBaI3CkBeB3RgCdmcu9dtbyMlhgqZzGOtdkw4kq3s2GsgN4hyRg5zMz0b2x2V+qjWYjBLtBMaFAjjXHWDrAFEPiKC2D8mtAZJDJpNBqQ+MnOzsHgvCskKQ+yTzpeLmm+4PYUwFHRwqowXYKRhPtTvdCM0cAu0INSM1we7CVboxKtbTTl2sEiqH8jxre6DO42BSBwD5/uX7Reb3mrgQYSksLMTevXtRWirEWFIvFiItlFRPvV2oYphIVqify4gRI7I+vl6vx+LFi1kZ5Ww9NYEh34BzyFeJKRKMEQyW8ay/Fl59fBhMeWGMmu/G+m/iTNkxrgUfv2ZD8974AuSC39eiZEhPay89tAqJg8LRbfElL/W+b0xY9pBkAHY36i17zMy8L9k0qSQQ66dGfR8MlXpf/ElW3kCPOEzG/rvnAvO+dM+VWFlM6fpaw2PItqeh61iOiNGBPSffxbwqBI8hdSlBVinDmA+dvguWuhqMWLkKnaOHYeukEeApFFBS9pULmzG5pRq26pbYsyDUXjcThStrYFjaxr7n7iuHqkgLU/VQbBmzOmZ1k9pXyALpT2EVoqueMzL1QqE/rG7kRUkJ+XUr7n0uH1t2JzUeBI+Jo1oxrNzPSEtJfmIHZYfZhvc/sWPZMsBkjECn45mw6XJqWFPRM38Ut67ec5dgYZs134md24yYe2QzG+dLv4xbnhcd3YUjTkxU36m8G/0NuedOCttR8l6P7zNdEw3ldFZsv0z8tiGFFU9qmetLw1jJ2RO8L8nhZURaxKabmULD0nlbWGjsN2F0PhoA5prBXZQHziLISt4XBbScoNCiQHOkCNo1ndBtdSFcZUJ4iBHQqRApDkK/vBqGT5pZYz7VAhO4SwrAv9QJ/n0nkKeGeY4K9kUUksOltITL2T5Zc9bOYmDHeRhIpJL7+qGCPJZiw45C7P7OjOFzPHDXa9FYI0zWqTon9jQCa7+IV5Cae0I7Djm5i3lMkjFC4pQRl/s0L+t36fH+k4XoaIor788+Bi64ogmjx/nTjnFxKRMb190NaaVjubZ7/IpjVjpe5caqMEaTdUU3vA5U2AwY/uHnCK9ZjY0XngV3pZAfkg1UluEwNbVi3NYtiKpV2Dx3MvxDpGNEeLZDS30Y8nq8THZUw8G5oBz8cQ7k3bxJkPmX50N1uJU13dzTLfPlvC1SS71U7tOoHzom95CwdDI/rYzPAuRl37ZTh4ceL+nxv1NOaMfIIR7We6spdDxKrB/A1T0eJs7W47EHhDXVd9+F4POqEA5zCIU46FbzuPmufYw80/hZ974dS9/Px4wju7B9lQmFk9oxdqoX/7knHrueXxrExbclNmBNhb6GPSZDLxNuJjbclEMmL0s6ZOtFl4Ncu4pUsj+XNZjoYTm3GXi2OLfcxlReF74miOi/WwC7GqoL88EN1cXJDBEXPScYmtUAvz0ArPfDZvMxYqIyAOoSFcINUThfCCK4M8LyhfOvNTBS0vpHH1QFHNQ2DgU/NchW22XPQ+Y70Su8P2R+n6qKLVq0iPVdoe6YlHz//vvvsyaTRFBMJhNLsKewsV27djGCk2uJ4+nTp2PZsmXYsyde+jYdLOTt6RZmziYNVr1ux5wzO2GW5AVIhdr1DwvNpyje31mjQ81mwZr1/hNFKCxPDCUQSUvyMeQmvShQ8+c7UTnXi7evKUPQGSdf7be4MOFvYTRzifH36coli9ZZuTrpPWqjZ5H7Iq3pz8Bx2Lf4NvbrqP/9FCNfuAJRjR6e4ir4SoaibcJCBG0pLHI8j+KVXyFksmD1lTdj7MuPoGjDFjRPnyxcS/d1Ub+X9T//Mcq2bIS2y4fgoQ5ETYJHyD0VLHZet9kF/uZG4JHUbu5UPRf6EsucDWnpqyITPSWE0SP92L1HzxTSK2/lYcJY+QaYxx3pxNyZHuyr0+K//yuCt9ugo1Lx+HaFBZPG+zBhrCBAqfrN3lo9Vn4rLL5K1Dyeey0fNmsYgZCKlVTOLwj3OrcnGdkSnt4ef6DKzyYrR2kRjXRzUVQq0vCxbPuniBDmb16fSUuoJoKOBwOI+nnk/dIA42ySPZ2x6+aMkmeuorCKVmAe0DQzMQyKqsCwRo2jtFDdXQauuNtDO9cE/i0n9EOQ0OdKfF7J2B+VGDPJ/UgI+OKxQkw40gl79yI2WSb86MIW4MIWlguw8iN7jLis+9KGIRReJMGk+Z4E0pLNOLaXhTD+xga89XIeVnwdJ0FPP1yC6/6wD3n50ZTHE+eT2I8j3VhODhdL1dxYqi/EMSnVF3XHjmGfiY+8g2mPPI2wTotAngPOIeVomTIBzmGp5bB5bz3KVq7ByqsvwbBPv8LQT5di2xknx44tYs8hc+EaU8xKpXZMrUCgxBa7LtWNIdjv2g7+kXbwhyTppBzlvvjs+iqD+irnpcfZut6UUChaq4kiynN44718TBgXQLEkPFfUQUNHBPDHu/dgxxYjvvvKivbWuLErFALefz0Px/+og92TrTsUs3qNCe4uLcgBuv1jGwzGCIsQ8ftUKCxP1eUq995EA4XeEJa+EJVkJMv9dM3CU/WqieWVyYC8LAaqjNMHUA8d/rE21tqDW2wDd6qdRT3F9IRaxmhKmRYs2yJuSIm0R9Hx7wD7WfAbI3RjVew4Kovw7qNtPKb9m9a//kEl5/uNuMyZMwdOp5PltRAmTpzIvCTkdfnJT36C119/Hffddx/sdjvLhaFQslxx8skn45///GdO+9Dks1pCcI7xIVSjgd3YU8gFAxzefawIO9clNrqcPseNI47rxFef2eDp1GAGVWRa0glORvAlL9ykk16c7AWqMM6+qy4hbjpQq8Kas3WwTnWi5OQIfJOECZCshAjixBEbc8lNHjmFlG3iPiGZxLTMPAchWxk6Kx0wNdXAUrsdY176K7pGTGV1/rtGTkeUvDEcx44XRi0qVn7N9nVXDGU13ikxPwYJeSF0zIgrQ1t3H5D2cAE0p1VAt3kri7WMPNUOLBw64KQlE2HpLyVGOP3oLtz/XAEivBo7quOu4qFDAsxamwoOewQWc2JSvpbCzgIcHn2qCOPH+LC92sDKLdOxiOxUVQah1/HYsMWEW26oZ6SlpU2LMSP9LE+GIFr4eosDQUikSF7g9ZW8pGoamzwXk+dhNiWWc03CT0Vaoh4eng9DcL0VhO00HcwnaFlvI+l+qZrdJp+H7sfxRDW4CxxQHZVYfITfIRhuAuuFccdHeZRwHT28D5nKzFLocO9axuUOtRaomuZFwKtO2Xl8w1dWfPhMogHGYg3jrIta0NyohbNJi6KyEE47tw1mCqnsbSGOH3dg324DGuvjC4Z//GkIiotCmDfTgyMWxXOBxHkozifSK2xs9+K8qYi2nL4QQXpj7zEz0TFuCFqnjICxuRO2miaMfelNeEqK0TVyKFonjkPAbk0ojTrlqRfZctz/+bfgotGeMp/QLffbi4ezj3huug66pqYRQ2HHdvZd9OYG8JeO22+kRU7296e8Jxw/34XqWg32NXV3ig/Hj2+1RNJe15yRATz330Q5RU2Hv/3SxvqIffJuHqs0STjn4haoyUBRHsL9d5bj8GO7MHOem+U6Dh/lh0EytnKF3LrmQJCW/iQqqdAXw5V0HdbTcNUzJC1TjxY6L2u6HeVZew/+5U5wI3RQ3VfBPOuZihekguuNELRDVCi+w4hSyTV4mzk0dDdcjQYBTguMCDRDnYEZJM/H/SnzCRwvl1H/PUBHRwcLTSud8yT0tnjys5zw2rbJiP/9hwZi4gQsqwjg9AtaUVQShrNTja4uNYYMza7ssRRygoEmO+XPrHzVjrVv9VzkzHgxmDFkZdL2afhkeF0G16V8OIAIaeJYro2V9O0NrNZ/6XdvQxWNsKaUYb0ZTbNPQN286Rj3/H+gd3ZA4/ehY/QE7PjxYYhK8p+yKQFIgoFzhlBwlRBWMG/ePGywrsSQY3wwDeP3K2npTwVGs+qmf5Wg3dlTAhgNUeh0UZxwtBNDhy9CaVKomAgiJb/+A0X9yiuOyvIATjupA00tWqzfZGIEZfkqM4unvuKiFowbnb21p6+EJhekChXLRclmUqap+mYgi9CxbMJx2LWmIS/JFWOO2l2RMJezJS3eb0LouC8QC/8q/JMR+jFxT240wENFYQIy1y0HCieLXroPqierhBhm8fvaIKK/bYDpKA1sp+qgLlCh6QoXwp0cSn4UQd7CKKZU9JSzcnMy3FUM99ILcfTRRzPP/P6W+4TOVg1evrcUnS2J8kinj+KMC1owdqKfGbL27Nb3COfKFckypaVNhT/f07NIwJ1/qI33fJKZdzT2/ftORGD0uz3GsDhmsw1xFCGXaCw3bkUdovH4UbBhN4pX1sBes09oRKzTomPMCOZZKV22moWZBaxmRIwGbD3rFOatkUWaSkr5mjZYHtoFw7IOJvPXqVfCMEuN4Qvj5K63sj+XELFMMl8aMe1P7xxieOVTGz5cJq9nST7bbRGcfkoHOlzH9QgRFnHrX8pYWLAcHPkh1stLreJRUy0UYykqDeHT9xxw5IXxqz9mDg/rbZhwLgQmXahYJtIykGQl2ViVjFRyP7ewYQGUn/xShT/nEvjFrfWI/pYS6ru/ONeBilPCCTKfYzZkLut73vZ7DUpPi8A+PT5nQp3Arrs1LAf1kMtakDcshJqlJnz373xMPa8TBnsEU+Zm16NlIGV+v3hcBjtIYJGleV+NHn/7Zym0ugisNrJycDCaIhgxxofjT+nAqm8tzFJBpIXt54iwT2/PKef6J8w+vQv71pvQtkcPjTGEsE9QpFt/rsLYf0VRopIM3KS0HmkzRmn5S2kDMkIm74tc6b5sSEwgvwwt+WVoHz8fqlAA3rwwhiz9EOb6DeSnYj1dDF0dWH3lxfBmk+SZAlQzXPWvCkR/KQhdz0dhbP1IixHXh8BPFwx+fSUtqQhLf1vbCE++48A33V49so4V2CNo7dRAxfEsZCAcBi4+qQv/eqkAhy6y4LxFqlh8NKGzU4U9tVq4PTQ9E4UTHY8scITaej3+9Z8SjB0awJ4GLTZvM2JISRCHz3RjamkQapl7E8+R7fPZn4Qm2QK9P5Gu/1Imi3YqZOrLIj1XKnB6SpTkEGkWxnrrH3xQ2TnYztJBO4pDyw1+FN9thLZKLXusHkSGFh95aoCS8Efq2fbOV4JwvxOEppyDcZYG5YWCzMi7C6h7Sg3PsijK7W5pg/O0lYcsQj7qfgeF/37wVCEaawxw5IXQ2aGFTh+BxRLBZdc2YvM6EwJ+FSMtBCoVnitpySa8tKiAjBKdeO/jxAX97/5UiT/+ph55Ej1Dx0ueY6JXUeo9FD2GySGOyWEu6fphpKuWFzMqGYGmeePRNGcsjK1OBK1GOLbXYcxznwGGdoQKqZpYGI2HjEf9oskCoU5Z8iRNCCXHwX35CBicG9mfvq/D7KPfp8b8ExuhlXSJ39+yP1V6ZzoSs7NWi7ufii/IJ4/yY8NOA9SqKCLUtIxCFhe68NenirBijRm//VXi/sEQh527dMx4Sp71VOhs1+LtFwuQnxdmXnmS+QVFIYwa58OPzm7r9Xqlv5Gp8eqB8rDQ8bNtlpxN9dd0oAT8XJpKivOXJ1E+Sg9s7U5deLYTdc8C5mO1sJyuRdPlXva745J4jFime6Km695dXIy4uDZzqP6LBmZHGMMWeBlpIVQt8KJthw7+fWo0rTRkTVz2t8z/3hMXsmxbPSqhzGyAw+46LR7/VzzZkEjLJVc2wZrUx+SUw7ofcx9CX+QWdckLLxKwek13Radu0sJO26bB1l+GcegNrbAPCSfU7BcnGFVXkZa/ZN/LlMDMNveFkKq2f1owIU3XroW7uAwj1i7HzPtuQ8PsRbDV1rC6/rJIEfuZXAqQuUZ3xz1dptFReHeosOtvWhT+zIRhh3r7XXHlQljkFFk661tNffw9P/S7erz0sQ1rthnR6aLMOSF0YMpoP7OakcJ67I08LFnkBKVzfvitGa981tOCedx8FwodYYysCCLSqcIdLxfh+OkunDjTDZuc8vHKX2vyfaciMume3f4gM30hMLl6W7IlL6lCx3JVTNLjZ4JxpgaGKWrUnx/vCZH3Cz3a7owvuH3LwjHikgy5c3RM5aDZ0g5zpRYN13oR7eJhv1CHkSfSQA/Erd02YMKV8guSD+8rZpUWD7+8NRZKJs5J+aLD/Q/yaFMH8a52NT5/sQB7tsTl0ClntWHk2MQrmb3QM+ClcEWMGhE/t9UUgcsrvJ/b7y7HJee3YJKkT4dIXmjM+3tBXnIp9UpItfhKJjG8mUPEp0fn6ApW+viQG/6DXSfNi+Uush4PaZCu/Cu7Pi0Q2RxgeVi6iWoEN0XQ+Koay3blY9ENbf0SHpaL7E9TjybjttIK4P+8oQ419TpGXIaVhVBdJyww9boozju+A/97Pw9ffmvFpNEGlqvY0KRhRlbysEsNVRRWduqSDhiNUVSUBfGHP1eivDSIn57XioK8iHxz8xxDgrOVs70NF5ML3ZUL292fyIUcZSIvmZBNQ8lkvUA5hxW3adHxSATeT4Q5UHiLEa23+VjIMMH3RRBjL03sE5QOtik8Wj9WAadFUfOAGu1L1SgcF8CRf0w8t0oNHHlBq+wxqpeb8OVjhTj33n3Qm/iEebi/ZP5BQ1ye+XM5dZXEnEUu5BeE0NykxbxDnZg604PSiiCr4MGE1wAoqmShKBUWUiF69q8bcd/Vw1hpzdOvqccHzxbC1aKDr02DD35bisuerOlZ/1wTb9okemKSmy/JxV3Kel9kCIwIuRrkqUD7tk4pw8gPAS4ahrtCiOEt2LYTTTOmpCUtyVa3BAVGYXuzfeCfMaO4Jooxw8LI39mJT28txsr/OjB1fnfn+n5QXHJKKxeFlW4fkSDUt8Rj3ClcrK1Lg3HD/Own4fwTOuD1c7jv+nq8uTqKD5eZUJwfRkVhiJGWWeO9uPiUDkbGaX3Q43wm4NmLuuutk1xLfDwxhGzqjJbCXIlMpnHf3xCbtGWLXC18/RH/nAnJ3cFziVNm818HlL4o/TaItu7Ey4IjIlB5IyjhPFkrZP1kNdxvhlBQ4kG0S4uxd4RgGBJMmb8it4AsHBrAhg9saNyuZ2ObCMS3HzlgtIahjhqJ8wwonr6jHKWVwGHHdKFuuwEjhwcwa4YH4yb7oNf3lA8DTVSSMWJoEEfPceHj76yYPdELt4/DdxuFyffYM0V4+Ka6hLkmkhcq34scyUs2BIaQatxm9MToo/AXmFkzYbVOqBRSsnoLOo7OrnitLGnpRvkzZlh26zBxtA/BVmDTlTo0rDXCFgh3e3MSn0fKc/SBtPRG/idjy9Z4PsPv/13KjFR6bTRGWi45pR0aFXDoDC88fhUa/cAHn9gYIfnr/WXId4Rx3S+aYNBHkaJHN/5xh0yN/xTI1YOeTs72R7PV5IVtKvKSPK7TIV1YbG9yQVIdT75wUmZISx0nHy+b68673IC8y7v34drBLVazXoSO+RH49mSWZ1JZ7h+rwtv/LEPe1g6sXlrCQsGGzPPl1L+HCl7p9VFsec2Ow04T5vSujUbs266H2WhBUVKWwEDie09cZi1woqScrGt+NuEndNfUZhM3sH+VVaoFnSOgwi1378W2TQZYK0K44v/q8I9fCkSGsPIVOyom+lE2Lj69icjEmjaJbykNgUlb9SKZSEhyYJKJTCaEbFas+NUVmH3Pwxj/4lvCOasqsu4kns69yocB13oOa/+oBccJgiLa/YwyoTekpT8UltzxxpYHsK1eD6shgokj/Jg53sfq+m+tEZTbM+/lYdkGE/JtEahswjVt3qXH20uF5d5PT+5gSZdy16h1JoYzqrvkq8dE7NqEbZNJTCqP0WAkMnJWwUxJ+r1FKsWZzvvSW8Ukd+5sQLHJHJXIDnLw13HgI/L7i/ch/T7iB+q2qVgBkz3/1mDk70Iwj+7OJQtnr8SOOL4Thx/XGbP60k+yGDdU61G3NQ/HHIMBBZX4njitFSYzj4oq+bzE/U1WkufRGUc7MX+KF4Egh5GVIZj0PD5fJYTo3vdcAWaN92H6QndWi8hUVcbSdR7PhsRkE05G2Py74zD+7o8w9BUhF9EzInNosFxncPEaxOukqFdurx/r/qwFLxFl4RDH+uX0F2kZKMIiYmx5EII2BPJNEZx7XCcqikK4+d9CiePH3siHRs0zkr+3UYcJkwG3V41b/yLozrGjfbBkIWv7CvG57O8QYL2ksWp/kJdMuXzS//c2oT0decm0LYGMVdk0lcxWJ3h3cNCX8nBvViHipl5IgNaeXdWv2hUG6Ki4wx9LMOFUJ8Yy73r2DUdp/tmr/Bh7976EokJBnwoaLY+1n9sGXOYfVMRl9nwPjBa/MCFzz6sfUEiFJwkKMbaavD8iaSGseTMPa94Ufr/6/hoQ12CDqXuyJ1vZUnVPJqQiMClJTDaQ1ik3dSJgAlb/+nQ4dtQiZDbAx8JUUh8zlpipbUfxU1tgW9sIzh8FF44iQhEHRqBRz4F3RjHmeGDoQi/2LBVyRIqG+bHuXSsmH++iJs6yCiyT4hpowpKMm07v6Wq9/ol4XX+jNoqdtXrkmcOYP19YdVJIwc9Pb4fFFIVJxgMsJSGpyAo6uolvnj5hGymJycYLI4X02WVDYuTG/f7yvvSXtyVVAqec9yVbiGGfqc6VC5zrVNCX8DCU8zCPjaLhRTX89YChPPOxWz7m0PqBBvmj/TjkV+0wUAhtloQlee5JQ1VIeS08SZABmiYtqikNbgAxaSo1WuX7jaj0JtdNOh9S7V9ZHH+e0upSm3cb2Oepd/Nw86/rUZgfYdffmTTWpQRdJC/iQkVc9GUaryJS5cNkyokhWBxuNFw/HYZdXTDs7kLXj6tgU6eP8RePp/+yFabX66H2hBDpbpZH0bSsr5k/iuFzVZh6RifWPBVP6t30sQVjD3WjVBvtdy9LLvJfzvgjh8lDA3jy6sTE+FclSfrkfaHy9Ft2GzB+uB9aDQ+bNYJLL2hBSVGY6bb9CTkCIydf+9M41F9hY5lIS7rt05EEuf+lKpWci+zPdA45JMtuMup6dqhQcUEY2BpCJMBB85UPo47LHC7mrNVg9X/zwWmiOOKPTSgaF8qatMitt6Ryf9xs4fyHzWkYcJl/UBEXk18FS5azfiASseUgt8BLFhQ33bkXrz9fgM1JpZnvv3pYrNdMV5KyykResk7AlKBHRTI5yBCd6Ag12kcIpYsNaYp4qoJhWLROFP9vCxxf1PbcIApEQ0DFT0JwzInCsjyEPW+YWW+ErgYtWnYZ2Wf1q3m4+v49CeEDuVraUimsZC9GMtIprGxxydEd6PSo0elRYW+LFt9sM6PDo0G7W40fzXHipNku6gcKeHrhYREJi/TvPPmOmHS8/rifbCG3kPCGuIyLzGwIj1zvi0wkJp11KlW5ZCnEuZdOgcorp6G9JirJ1x5ossJjNkDt5dH6mhZRP4fN1+pw5rO1aRcBQ10t2PlJEaae34kxx7sTyhznmk+QDOlc9A18C4heEZX+lv+5Hu+CxZ0oLwrhpaSk/Tv+Xo67/ljLQtyoo3sykskLQUpgCMk5klIk58OIyCWxn4GGVrEW0XmFyE+XkB8W5q52swv2v++Q3YQWYrZpYcw9tQXWWi9eui+xEtGKFwvY55f37IFRok/7WuY4E2lJpwuyJTEiFo7zotgeZnmMLUEV3v3GjkiUw8ZqI44fEcUvftQOO5Xf9qnSGoWyHWfZGpayRS6kJZ2cyCSjM/XZSkam8u/S7fqKZA9mLt70VMaqZKTTCeIc79xDcVglyA+5sWWDDWEKN1xvQOUcH4x5Pb2zInxOFfZ+aMLIeW4s+mkbtFTVMEOLn2xlvnQ+7i+Zf9AQlwNNUjKdO1mYiAKWbDGXndmOPUs68Nj9JXC54gGCddV6VIwMQB8Wkp6SLRVy5IUgJTDp3P5ydch7g0xVNQhjfvlh4heVWqA2PnPG3xOEeyuHsUPbYNZE0bRDiN1fdFErnNv06GzRYP1SG8IhFVZ/asORC+Q1T65hYZnISjbbZksAaP+JFh8ueDWxEeDvj2uCutyFsXwnQpSMlev1JROWFCCyQ16X3qI/FSK9F02Ik52fyTH/ffHYZOP+lrP+yUGqVBOUTA78L5avlgLZNvkiBbb9XSumXdCJjS/aEXCpccivW7H7SxNz4ac6TtDDoX6tAWNPcmH4ob5el5kdLD19yGBFuV6DVQfIgSyVR8/x4LAZHjz5Th5WbIrfwN/+VYKbf9WYM0mXLv6SkeyRyZbIyC3OMoXJSPeJ3NUIbAkk5FQFNsTl2VF/aoKvQ42In8OQYj82vCI8h2PPb2UFH6rXm7B1heAG/tevhuL2f8g3o86lWlg6wpKLLpDbJ5UeKHFEcMNTiYvvM47uxMIpXrSGfQJpSXPNuUI8Rm/ltdTbkg1pyVZO0Hb+MGBI02Q1V8+LuPbpD3KSyzl7g1yNVclzOejlsPoJByrneKH2gJGWRRe3omaVCSZfFDaLvK6j5rzNu3SwFoYx/1wnS7xPh++D3D/oiMtgU1LZ5gwMNfG46bom/O72yoTScnKQTu5UXZRzTcLsC9ImqfE8DO/H+yxwF+ZBdZwNBfua0XxTCIgAmvwoVFpg3yNaeEbmYfQcN/RUXacghG/+W4D2pniSO6Frjx6QEJfehAX0RkmlQi7HopyVU6Z0YXerDuvrhaS98aUBVNPlRrI7VoK3JRNpSeN1EbFxrx53v16Iu65qQJ41ynIUdtXpWL7NO90dwC8+rxWTJyQm8SWD9mvcbsC3G0ysFLnGEsWieW4UdXeIznZu0nbplK5cmJhcrksmAZxsvU74X4rmldksCLNFbzsRu5vU+PIvhZh0RhertLf26e4KgU4VFl6X+lpWPupA/sgg8oaHMKzSl9Lilo3iykZpMVLxPdYBmfLA+goaYpee0oGtu/WxamOU05GM5NAduaaAqQh6skcm1bjtTX5MOjg2NaF9V4D1jVeXcJjyjwAiPmDPgxp0rVKx8luRfSqse9kBT7sG/k1alBeHYDBFmGGqVdK8c7CRlVyOJZKZX53civdXW7C5VshvnFEaQF6Yh3zdpv5BOgLT2aXGbX8tx+knt2PKEUJl0ZYmDaq3GfHddxa01ukwfo4bh/wy/RXSWOxo0mDzcgt7Z9a8MIZO8GHk5PS6InkMpyMvmXJdUhGJTJ7HbLbNdv90x+kPY5XVH8a7fy+B1RrGEZe3YPXrgszfvcKE43/dLF9ZDsCOr82o22zAqPkeTDnB2a/elcGA7z1xMfg4mPjsHmhfcxv6Q5HJERmDJAlxweFdGEI1tbtLY8pVlhEhJS/p3JmZqiBlW94vU+dvAvUzjf6vA3g3Xm6Z+0MJyidRDFQbMEyN6U8HseZcHcLtKmy6SlBU7dV6LK/W44Kf+zHnrFr4PCp8+UoerFqedaJ2u9SsglBvwwL6U1H1BkQ6zh3ZCowENrcacNvSCtz1biHOPC4qxH5n8IiIpMUdVGFdswnDOR7lpuyTuqRel3BbFO9U2/HqMoGc3PhAGU49sguvfiqEDc4YG1c+QypSn4P60XzxsT1WVIBKNlPs9iffWZCvi2JxUuKx+D40oXRzMVHpyvW56IvwlW4vZ1XM5KlJtyBMB4dYaCPTtaU4f9DH4fN/FWLMAjdmHdmFaAAIdc+DlY/mY/ohicqpya/F0juLWDjYkPFelJcFUFIZGDDCIp2T7kFKVHKV/7mWQc8VZYVhuPaqWfjYzRc3x1I0+zrmRX2R8J1MaFku3phM8K4MoePuAEl44binhFFxXlQ4pxEY92vgs98XoWWXHp8/EvferPvChuGn8bjpDiGMeOmnFuzZaUD5kBCWLbXi7B915Nw0uLchwf0J8Vyz8r2YdbQXbqMGl/+7HL97pgRPXFUHTThznqH4/3AE2FanR5QXcmnkILd/8rNZtcWAR18T3u/Lb+Zj7XYj3E4106/DJngZaSGMODL9RNn3iRmvfmRHW4MO42a7MWpoAKuWWdBWo8f0kfLXR00O5Yh4JvKSLbIhIH0J0+3N/tnKfBHJc5Y86N+9lMfk/OLrm+AI8ejYJbyj2g0maFs4mG3x5xnwcVj+jQ3fvZiPQy5qRcmoACaO8qFHVYQckA1ZofnJ7Wdj1feeuKTCQCRgD4QlThQu1DRwzXYDfnyEs7suGmKlMaVWZbnEzExWs0yu/1zKukohp9xa/uBFcLswmcqeNEPFrtuDQl87/A0cdv5Jgzpvaqua3SD0M7BxwBmnxz1DMeXVi2oxqRRWyiT37oT2viLV8ScU+uHQh7GhxYRTIlzGa2FVPLrX2Je8M7z72xKUm/z4x5xdOXld6Fi/eKECgbAKt57VhPdWW7F8hwkfLYsP6tXbBI/Q9Vc2siZncqDn/uz7dnyx2oKZ47wYURnA+h1GbNsjWBbD3fclRyBVah5an7yVkral+ZXJ+9JXi5CY+JwO2RAbOSLTX6FsIpwtGnzw92IUDA1iVncZym+fE8I9KXZ58nHO2OKArGzv/12oZEQ47NJWjFnkHrCQgANVuYsMVjCk+f8Asad0x5XqhVTbSbdZcogT9zxbhOvOaWVlz4M5FKRI9W7kxnUykcnWG5Ntwz7Pdg51dwvycvzfQjBWCVXqyNPCNwDLns1nTZhToaIwHBtHi+d5AfqwXmuunMiq3DPPySveLYP7Q/Ynw+IL47ojWvCPz4rw8XozRk1If+1Smf+HZ4tR3yFck1YdxT8va4BBl9va5PXPrXjvGxsrxe/X8oy47NwaL9dbs1l4P7PPbEe5pMdQMjpW6/H+U0UoH+nHMUva0dyoxXuvC+sPqy2zTJPrc5fKMJsN5MZmNiG/mZBLLmSu8j8b2R8OcvjmoQLmzTrt6kbYwjz27dCjvloPky2MY89rjZEW6mP16O+EMHRrXgjDJnoxd54rpTfm+y77DxriMtBVorI5HwmMXK4jWcB4fCocdZiLlXSWWtykiivZMkGQa1zZm6oy2UJ6TFn36DkcQh0c8hZGMTpSi0gArB/Lum5LgRyorOrocT60NGkTQib6GhaQbelgOchtm41Ck+7nCaqwtc2AwrCgiEuNQYSiHEyaKAp1QXQGNNAEw7Gwr6hDj66AGg690FyMPDOvbcvDzg49Dql048IhdbBrwygxBlHv1aHea8D9m8rxy/H1sfLJ/8/eV4DHdV1br2EmMZNtWbZlJhkT24nD2FCTNE2apk3SNuU25b62f5nptUn6mqZpoA0zx3HsmJkty5bFMNIw0//tM3Olq9HAndEInPfW940tjWYunrvPWRvWTod9HUpGWj6+zoLa4iDuvpj+D+CJLQbW7Zm8v2e7ZSxl7J9P5uP6qwcxrcY/6vqTF5BICzXX+9S1FjzwrJGRFrE4gt/c0QOtMgzpBEa8Mg1jC+kPI6TgNBGRGbWdmEKgQiBZ4e+XusG/8KtSLFxnx4rLrRDRJoLAnEYXjr5pgLNbhs0PFEAsisDcRSQ1+t0rv9PNPG7pziOba5jOAx70ij70c0C2x8BfYA7apZg73QM9r9YhUY1XJmM7/rPxRCYRiSEIITLJFmgunQSKj6pQf4kTYilg8ASx6ykj9r+YvEfY6uUOzJzhZWmmZEuyiablIhUskZ3P1vYT6HyO9CihlochEUWQpwlBRo4aMdV5RJ+LhXluuPxR5w05a0iwhZoIUz/PHqsEbx/U4t1DGsyu9OGWtVbMKPPD5RMjXxfE6V4F7v5rGf56dzcUMmHPNaXvEmmpLPZj9QI3PNowqiv9+NWfSlBa7kPpTC+8LgnOHFXh4MsGSOURzLlg9MKXxtGrr0Tv6Sfv7sWBPWoc2B1db3zl+x3ICwGqJGOVBFnG0p9rPCIo2ZKPdJ8der6ytPnUSP0/vymGXBnBLfd3sf/petWYglCrwpArInjjkUIceDOAM6fI5kev7cVXD2L2RbaMFeoysS+TSVY+VMRFQeEJATZlrAundIXY2aQhcOSFjN2uo2rMbPSkGFjhEZNOIgKTKvSfMz3zNBOZoS72oMacNm/9sZCFN6sXuTDvUhumlfjw8A8qmNf9xpvNKK0IDD0QL+zRoCpPmAZ/Jh62TAhLKiSb0BK9/367Fn/cXQy9LMgmLcKgT4pIzMhIRWF8v+4ExL469rsvJMIP3i7FKUfU81Wn9cAWkGJ1kRUlhR5sbTdAESzCt+afxf80l2B+nhOn7Eps7Tdga78RDQYXvrfgbMpm1r6gCH/aXID19Q5cVO1AABL2+UsWObF6pZPl3nNwKMPYf0iN/3m0ADOm+XDxBhtKioJD94I8xBevcOC1bTp2Hz6zwYqHRcCe0yqc7pFj0TRvUglnEUVScmh54g3vRPQqSOTVZu9nMVHxvayn9qvx4F+KUVrrRWW9Fwc267DqSisWrR9OBTu0RYvX/1mIgnI/m9heeqgQJ/dEjcm0hU5c/LHBqBKTd2I8a5NRX0h2Xyk8aDWmeWA8VPjomXnlfR0M+lDK68h3YmW6aIgnPXwSk67OK9XiLP47BmMQZRf7opw5AJh3KYdIy/Uf60PjQg9ef8GIDzYZcMv1A1g7Y3hg7jqqQkgknhCiMpZ5QMh3u50yfOHNKigkYejkUeeTxStFMByLqosiuK5hEKWGIE7FvvPk2zq8ciSaajutwIcumwxLq9y4dr4VW1s0+MMLefjWxX2QBg3Y267CogoXDnWpWNoZ4YF7ukYQGP66gsPfXzRBqwrhW5/oZ8dE17qiLICff78dHn2YvUdjg+xPSw+l8hXg1AdaLLjCippF0TUJN26u/Wwvfv/5Ggz2y7B4uRv68AD++e98nNyhxZqm0REyPuJTIBNJfucC3FooUWpktqQlkwh5wu+ncB6Rc+qXsRrn868fwL539SgrDeDG2/shprHjFsHcJ8XvfxLt+fPNH7fhwB4NXn46llFT5sU1N1lQRk2ExyFlS4j9n2hn1TlPXOIxXp7d+D4YuQBnZLghXZ83bBz5mv7x5IWQbeh/LMVmBP5+Rk1gcQ+nyy7GmV1RuefbbzaDCWcFxPjSN7qGzpGf+nXlJTYM9EYyIirZpoLlCsnkiXe0RlPxHlh5EpHB6ERN0RbyjLtCUogRgVYaAomFhge86PYqGWn5c8NB2DRadLvljJw8cKIMO8x61OtceLG9APaAFJ8rPY1vnWrAfJ0ddXIXttnzcNymwdd31+HLc9pRoo4dEy9NjAjWrhYVPAExbl8+nIJHHr5dzSpYQ2Im2zl3ug+N073QecVYvMCN+ulevPGOnkVfvveJkVG6C5c7seuwCi/u0uKKpU7ctMbG5D5/93I+llW7cfvyQeQHfKMFBaQhVtfDHdd4kBbu51TkJZHXL1UKTibpOfHgVHWSIRIGXvl7IY7t1KKgKAA5NXS0S3DX53pRVBqteSPYLBJGWgiUk/6Xr1SxbsYUtSTvaUOjN+opzTDFKB5CFsnJnlPmTJpkjFfxdS7tf4kxyJwC6ZCqJ1UyUJplPIHnp+kkGq+5It8P/jGaqvipL3RjVmGQyf1+fKWTveJt+ZoqD84Eghk7/tLd34mw/fEg20743JJeLC2LRtmpLoVe/pAI3qAYJmUIIlvUeRNxBBhpITs5v9yLFrMctfl+NPcr8Jct+dArg/AGxPjMv8vx2490weyUwh2Q4IKZDrx9Ugd/SMwIzFc29GFRpXdEjy6OvDhcYuYUve8m81AExe0V4YMjGvT2y+ATR5h9qVnlgEIVwfRSH/J/2IXmD7R4589FuPHnHShTD4+HgrAIc+a78OrzJnzqpgEsmOuG3y/Ck8/lYct2LW672IpZtaPHNClJprPJmaSLJUsR4xOUbGplEh1TtvWU6Ww+4dhODV7+WxGksjCKSwPoO6HE5VdbUD/bM3S/FFYJHn9w+Fx+///K4faIsX6NnTk+Vix1QkbTqIDauPG2/ROFc564SJ1hyCQTX3SXqwmMMzLFeQFWLLemMrXBTacsI0QeM5NQa/x2+PviH0t0UhSx6NH3vxztWcGH2CyBThdJO/AHxqi3PxkTViKlr4vLB7HLrEdowMuiGkGrj8Va6Aqomch1tO+fvUiE75yYga6gCot1VhilQZj8VtTQbbQDlth1Wltiw+fLT+OvHdX4at8smGQB9PvlOOrSYYHWhuvrB/DgyVJs6jHiprp+toBw+MTY2aXBWZsC1aVB6FVRo3bbP6P5sLMrvSw6smyGB/r8EOvo/MFBDdTKMEsbE6ujSmMdXXK2kI5HQTiMr109gF88nw9tOIQLZjpxQ6MFW4+rsfOsGoc6FXjoslZIbcPXhUhahOQbndH6m3RSzemIRzpjK6TQOX5bQv6eKpUnnjDQvRjslaKnWY+F59thSOAVaz6mRPM+Nb7wrU7kxdTYEkEmj0CrD8JplzLCcvlHBhnRKSkPTEgKgJAaA2Ei3bnDZBRd52IOqC4MsHqyjU2pjV2mDRS5GrF4ApNuvGYqckHgtvXHn5eir3tkOvCJnRosPt+Rtu4wWc1bJphUux9DsSY41GCYmwvEsReZcxZL9wJenRK7u9X47QdVqND5sVDvQEkkiLL8KON/vy9avEUk5ovrzHjmgAFffLoMJZoA9IoQXj1mgFwSxn3nmXHKLMfT+w2MuNA1tSmkaO2TYecpFSPGlTFb8vsnCtj/1PyylYrxq30sXay/T4ajB9VwP5OH2kY3TMUB2L0SBLxiSGQRaIh/qUfe62tvMeOph4rw2NN5uPkjg1g/24MnnwMGLVL89vECfO+uXpQRYY0DV7eYzianK9DPpK4lHRJmjYxBIp4Pl02CY3uNWLLCCU2CdFAifK89XIhrbzZjQayRI4E9r57hZzQsjaCsxI9+c3SevONmM1xuMebO9gq249lGbacSWflQEZfxMmjpPMHZTGDJvkNGvXdQxhY4qYqSk8ljCm3Cl+3DnZqsYOiBOEWKMVuH49RSSQT/9ake2N0SlNDq3SVKO/HGK06NybMmoM8JXfO0RWxpZIUT7Uvj8kApDjHCkix9yxqSYaurEIGIGJ8yNWOzqwivdJiwXtsLlSm6CDjpiV7Pg70qbKgO4P6aUzjq1OLHrTPQ6RNhqd6KXXYj9u+NKoLZ/FJGXN7oMuF/mkvZe3JxGP4zo43Oipke3HWhBXkxo+pd44DHK0Jrtxyt3TJWYB+QRbB+gQuLZw270fn3p8QUxM2LLPj9pkJ02mT45KzhMTbP5IKIros4Slj4oN/ZESUhL/HPQKrISDpjnGqiHOviPv69+IUhSY2+/YoRerUa27fnQ+wUsxxkiTSM5audbPLa8rYBO97XYeX5DlTTcaY4JmoWT6SF4POJsaDKB5UqkvQ7yc47kwks04LoqeywymQ+yGQOEIL4eWLfGSXkrOts7pSyOIGLYQxvKxGJSfYMcM9buufD5RRj5xuGEaTlW3f0wOuXoK7CP3QsuSSXYyIpFl+08D2uA3hGtj7FdqkGUe7yA0n6OlP05WfvF0PfIMNd07uwvU+PTSfUWFvvQZkuel7HzVHicqBTDZUrgFumm7GxzIrf7SzGUbMKqysd2NKuw+/fi5IRgt0rYtHuzzwcTSFLhnllPlx9nh01ZYEhG2tThtHZLsfpXhkcFimK8gOMTG68bgDamDgLNw648XPrDQP41o8qcOCwGn/9ZierbQyHRVDKwzBoo9/hj0Oa1zMhL/yMkEz6tWSrSiaEsAidK3xeETa/bUDIrcEHH5jQ1yNHdZ0XgwNSrLvIBrk8gr07tNjyjh61VT4sm+GFIk09r4b3Z7FTguUU1UrTC42PbAlLOrIy5KyaYL/Bh4a45NrjEr+9VJNYtg2s+BPZredZseO4ChevcA493NRFOVm4P5WnLNOQfzokenj5D4LSIcY9P43mX3L4x32dvA2EBWmkplKcyiVZ4eOIVQ2lJIw6nRcDXgmsARkq1H6opOHE20w0sfH+zi3Q/9QxC95wtIaE4E9wXK/4ymGs9qEc3fjHQA0sUMEoCSAUETHCQyiQeGEOKVGm8A1NtnN0TjzauA9vDhbg713R6Mn5JjPUauCVzgJ8Ycc0XFU5rMNfpffhlDWqIPPTq7phVIWgV8bOj/6zDy94lIjAVOgbFe5P5THddFKLhnwPbiK5Zx7untkFkcXLdnGuI13dFV++mWAekODfz+ehs0eG+YtdiMT0DbZv0kMqjcBqk0LklDDysXmzHnff0YeZsWJ6Ifj0tQP45ysmWNsUyK/wp23kmUuPWrpaA2locu/4eNS05UJpKt7mf+7SQXz9n8XAIC34IixSwlJqFNmrZMU7x/hiAPGNkVN5ZxPZ+Xi8+JoB78Sk0Alfv60PdRWB2D5DIHlM7nhS3RNKm+JSR7NGBnbf4pcyu7+m2M6Kxk87VKjS+qCXhxJvJ43N57C518DqEsvVyY/laJsUzTYV7sxz4K1mE3YP6DHf5MQyiwMIRqPQ00w+HB9Us2gMh0J1ED86vxMnBxT4zuZoPcSCYhcW1Pjw8I483P1EJX50effQ5+tLvWjuVrCaypvXWLF0hgdGTVQAgIHdo+F7aygMorI6ga5dEgfRqZhK3I8/E22a2lDtw9EzSnxivRX5IfKuYMxI18dlIiHkeSARhMefycPZdjlMhhCqaqJ28NBeDfo75Ojpk6H5kBofu2EAzz+Zj4vW23DRevsIAp3MBttdEjQ1uuH1i3CqXY5FhcNjjF/TlOz7yQhNNlGUqSCEcs4TF7EzCEmyjmo5RK4nsfi0M0rXefQ9Iz7943JMq/Dha7eZh/JCCUI8ZalC/pkUv8V/P5F3mz/gn3tjePIi/OGT3WP2sGW0+MiQrPBBhEUlCeOkXYnv7qtFpdqHa2v64Q1J0FRoZwpgQvfFjyq0e4elJhPBbfXjfUkxlkfE6PJpcWP4KGr1fhSIfIAtKo0qNylwnqYPrQENNsraWav2fXY9XjIXo0LhwRuDUc9StdKNu8rbIC1QYnu/Dt0eBf5ycphIunjjSOEKQB9V0k2ZApmJ8MGRbiW+sKwXWpeHlK9x54wuPNpSjM5uYFqa7ubJEB955Ecbo2M5s8VxOgWbTCIviYx9/HvNp5VoblGiuDDAUoHe2hJBSVEAX/5MDwYsEvz0t2V45U0jbr1+gNUR7fxAhwUlAea1TaQKQ57aTbs1+OCgGkWmIHYcViNPH0Jtgj47uQ7pT1Qjv6mcHpQr+89/zihaWVvkx6f/UjZkN6WyzJvmJjs2/r7ie4akaowspKaGfGJ80rKu0YnZxgBkXQKVHPl2VBojDFlEtrMB1RauKLQjGAY+u2MGXEEpPjmjizmraD4Y1R9L4D6b7VGb3+JQoTEyOkJAz/ZBZxmLsFvcEtSInfj48l4UKAPDhMLiw6JSN87YFLhlTjQlqs8lxUP7C1GgDrDUXw4fX21FsS4Elw/4z/48fPulaISdcLpXztTMqLbmeKcCFy0cTkXiMDwmxBmlFtGYOHxKiaWz3cg3hNh2rlnsgM0mQY8190tKfpNthgQJLr0SHsERkNWVKN2MMlQSZZcIIS3s+3YJ9uzXQCSK4PaPDuBES3iI3Jn0Idzzk3KW7tVyRIWLVzqwY5cGF813sT5+yZTABtqk+NF/ChkpunCBCy8d1uHWFdF+dplIr49lThCStj/RzqpznrhMBnKt90433qAHvnD5AH77Uj5aOhRDgyXeS5YsPSVZNCbbHM10ZIWfAnBBtYP1AyFU5/mRHwxkvahI633LwcTFB0dMZhq8eGjVSWikIbQ5FfjvE2XIVwQwP2+0wU+E+FSo79WdwH+dnonfmetx0GPEd9R7ILJ70C9SwwUZnpTMglOkwEJvJwqtexHQa3DaocM+6KGHH2aVAZ3dGlSInWgPa3Bv11JstHdBhjCra6EXYZnegs9Utg5NfJdVWPDYmSKEeE1Zu11yiBFCGBJ88a0q3L+iGzPzPdjXq8EMkxf5ZSJ4AiK09MvhOSvGnFIv1PLk4yX+3m4oteA3O4pxYZkcF2h6UBZ0whcuw6Atgmq/D1Jj6gVJqucoWUoBn4jblBEB0sWJiTv3Pf7zkqrgX+gEsK7BA91Vg/jb83msU3VTk4h53J5/No/175CIIyy149H/5OM3X+rCz/5RiK0H1MzzvmiWZ0R6IYkmfO4X0cWtVBLGN641429vm3DjKhvUAoan0L5TQj1pqRbSNDbEVL0lHX+H1WQhFySGu4ZfuWoAn3mwdCi1Nv7vqfYt9NiSRWFSEZl0Y0IXd3y3LxyEzJ7g+DKx1zm27ckg513nPzc1Dz1rPz5YxQRRrqnOTn3zjrxWvNmVh6dP5eFP/lJcVtCHDXlmnPGo4Y+I8Yq5CIeceny14Bi02jqUFJjR1qfCAb8GClEYPrUCzTY1IzJF6iC+9V4FFhS7saHGxpoOc6jQ+fDlCwcYaSGsneHG84eMrFifQzAcgSR2XntPq/DMJi2unW/DwU4V9MoQphf64ddLcKJDzlTPCvUhGCtTP1P8MbKowYOHnsvDrx6W4KbVNpby2DkoQ1tXYFRkUQgy6ecygsRkCC7ljOtPRGllmabQJ3tWaM782m39+MOT+fjlH0vQ1BQ9j2/+qQT//Y1OVl907IwSz79nYHVAJJzw+OtGrFvigl4TQqEpNOK5++wDJXB4JRAhglvW2tBvl+LC+U6UifwsSyIR4ksQxguT3dD73CcuDn80xJoLZJjfmkk6mZCBsKzAhXVzFTjeoWDa9rSm5iuEJCIxBKF5y5kinrAkylema1AaHr4OSwqd0euS7STEed+yQDx5yBScL6smH/j87M4hGcts9lvgdeAj+jZEvEHsRj6+417GnrbKiA2iUBjLvW2osPfhmORu/Np0MSMkJSEH8kJu9Mt1yPN64RFJAZkWq8VdeAZ1eMNZhs/nn8BvdHvwtLsah5063FXRBnlMbpmO4/KqQczLc+Gru6ex9y4q68fBAQ1sQQW8oQjCEOGn20phIsWaIGmbAQuLXWixKJnqGcl3fmd1JxoL01xL3j26s74HV+g68VhPOX7cNx1aUXQ8yGIqO1zaG5/AiPMTdw/MprkrTXQ2WXJp13iMqAPj0ip5xCeVglgmk8Laag9MV5nxy+ejuehleQEmemDSh/Hn+7vwjd8XY9Aphd4XwbI6D040K3DvxRaIXECPRYIBpwQ6VRibDkVH5trZLly51MHe7xqUYXqpP+kEkssJbCoqOE3YAjjNnDBWJ5YpEMDXLujDz98qQnAwArF+dKpsttc30fyUviZGuLx8qcbPnCIEpTOxzRdik0msI/5znH0Yq01PBL7tUfJqjL40pwPtrszWAPzjoy3dXNKBYESMU30a/Kungr3KpW7IRWHkS334QfFBbHMXwDlQgO3HGlGk8KFc4YU9KIXYAhjUYRyzqdFgcDP55P29aiwvc+IPG1vxxhk9NrfpcNvcARTzmj3ma8J44KMd+Ox/yuH0SbCk0oVumwQDLhnk4hA8AQmeP2hg8spmlxR56iCKdUEWxe22y1gx/oUNDtxq4q+GU9u/lRVeLLm7Cy/s0uEvr+chEhsmTJggQVpkpkhXq8JvoC0EXN86jvTwa2YSkZdk0ZZEzls+5hj9+PZ1/fjr69G0Brk0jAvmu5iD6f4rBvDUNh1e3KWH0gOsq3fjl8/l4zMbLCxdzNEvwolOBaoKA9jermCkpcQYwKdWDKLS6Mdntpbjc+enJtWJntdcCEmlmwOYI2kC2UTGu7LZbHj++edx+vRpKJVKNDU14fzzz2d/6+zsxLPPPovu7m7o9XpccMEFWLx4Mfub2+3Go48+CrvdjptuugkVFRUYHBzEz3/+c1x11VVYsWLFiP389Kc/Zd9fsmQJJn3CE0hocuGJ+9g8C37YVYS/vmTCpZdG34sP8wvJsecjXRFcukaP8YRl6Dxj18vpH34wNp3R4obSnqwmnGSL2fGawFLtqyTWBCOc5RqIalWuNnTCH/Yx6eOn/NOgjAQhCYbgEsvRLDJhT14Z1kUC+FrHa1DHyJ9GJ2XpVgSVXspSxRVGBSM2z/hrsUg5yMLK5XBhubEf2gQFypSv/djao/jz8VK83jVs4CvUXtbo7BPzzeiwyzGrwIt9vSr8ZW8x+zsRGCIu0+AALMJCv9x9KZAD9+pPAHpeTY8H8Mdq+intjQhMsuiLEOOaSL6YiMnQBCfAmtEExSczQ32REhCYdM+DkAnjWEf0fOdVe3HPstjkGPs+l9v8/ScKmTdtyfToxdpyTIX/ecvEap04FOsCWFTsxlf+EZWa5bpxJ0qbSHY8/OPK9DvxSJkCJPUDCdIRp6zDKpM5IclcMBbbv6DCi0vn2PHtF0vwhWvDkHgEpFdlgtgxp4vGxCNdmhdHWgjhUyPTV8aK8bT3ybZNU+ssuBAeSDwfpTsmitxcURh9xpeJe/CV7kXs5zypH21+NQqkPvy0bzZmiS1Yrx7AXRU7hmxAIqfOmmIbvrhzOir1fhRpQphf5IFKGkFj/WgHjVwK/PWmTmxtUeHPW4Zt/vxiD8wuCT61ahADLinKjQFInX58b3MFnIGoHZhm8mJ6oS9uLIy0Edy6g2/7aJ/XrXDgo3P4jRuGIYS8pGtEmajOhUjLYCB97YvdZ4JeYUlOYCTDKWOpIi/JHLjJnh+PWYo2sxxNy/y479aO2MFw+48+U3973cCkrukld4TQOiDDr94pZPdoaL+KEC5pcOAfO0w4Oxh91kxBn2BHhpBnPFtMtrMqI+ISDofxyCOPwGQy4TOf+QwsFgueeOIJGI1GNDY2sr81NDTghhtuQEtLC55++mmUlpairKwMH3zwAfufiM4rr7yCT33qU0PbffPNNzFv3jxoNMP5m9mCqRWlWACP5+SVi+67SlkEnz1vAF9+pgzKgxporTpcM88GeWHiRVMyIpOOzCRDMo9CMtJCTRC/tTfaRFElDuI7NScRHkhQ5CcAnFTuRJKU8QAXYaDFe39YiXd8ZbgnvAdedwRekRT9Eg00bifmuTrg8tYMkRaCyxGMkhcygPYgIy8OawBvy8phFPlgs4ZgypPgcn20F07QOnLS466dJF+JO2b0ok7nw/u9UYkb6vFSqAoyMlRJj5oHCDii36WC0psqerCvdxqCvAVzIiS6P9w5c+cdD/57kZIQ/C02dtw02iQWHySxZ0rGe0aUsUlPreWlLWrCjHzRZMeRDZpwtkoakA5cagD3HQJHYhJFa/gTlhClu/iFIX3O4yCCEoFOEh71vQFHdN/tA3LWs8HviuDOP5aOSPPj0OuQ4bfvDi9Ifra+PerlToFk9iabiSyXghjnNATUYqSb1Pn3hfvsbTP6sa1FjddPG/BWRxEum25jRdpD+0yAZHZy1PyXYP4aSw0hNdK9Z1v90O/3V51MagsEYbR6/pRANvMQnbsnLMHj1um4SNuNFWozeoJKTJcrofB6cYPqJPLEPpwNLBxRlM136nBrmJfa85kipNUbtYNzi7zsFUrScZu2t3KaB2KxGVtOa3CyT4FrFthQV+CHVAzMYJWTQI9LNERafnReB36zswRyb3CEumOq9EKhTZ5HRPhUyWtquHRgfbT1DQzqALPtiwNd0R51iEZfiMDw08SImGRDXgjxKmU0H3BzADmv+JEWoYSFuwb2weh91ElCo67LByeidVCn+pVQSkIo1/nw45cKcNg8uhjU4ZPg79uHCdqd8/sxI0/4s5XLuuzJJipjIi4DAwMsqnL77bdDp9OhsLCQEY5jx44x0uHxeHD55ZdDJpOhqKgIBw8exIEDBxhh8Xq97PPcz3xEIhG88cYbuOaaazI+gbDVj7BvtNSqUGRFctKpTI3h5tMAK9UHceVcC3yyMN4+ocVbx7X41bXdyNeM7iGTyPubiswIQbKUsPjz/+epYrzUETUk/5izbyhl6X8DzH4ZK7Isjal9xU/ajsEAHvLOwZGQCRsirZgbMcPDWxy7UuTox5MXuV4GV1gKj0iGV/1VqOpzoFjswfT8AJus+KlYVADa7Nagc1CJBo0Tl6i7cEltlOSIVaPH+sZyCy5QRtVoHjxdhYvy+6CxuwSVvidaoCQiLfF/D/lCw9+PTdjcSCUSwyGezEQnUHGUyLA+AXSU0etYLM1egSbZhMUnLUmfhSTgPvPpOX3IlwRwqleGZfqR31tR7sBRsxL/fXEbvr2pDDvbRufJycQhBMISfGlZD5aXu9j9PdSvGqE4lO4YMpm8BE9QqUQqrOMfcUlk98eCjOYB7tyzlM5NdI3pOb53UQ92y0LY0a/E1g4dvjSnHcsLHRnPbak+w84zmXKWAAJ6pkOE+09FScu3apvRqHVkR1Z4iPiisvFjQbo6ulzAExKj06fEdHVshR2HgMWHFx3leNFejtkKG641tEMtDmGawhm1iyPb3LD3KBKdjLxQbYM/LMbTx/NY9FUtC2NWvidhElevXYrjvQoU6YJoqnVjZV3iYySU6wJ48poW9vOOTg0UkjCayl1JUx+FEpVkn6Ftif38FEhu/TKydpDvaCXnFJ/EEHlhq1XJcOSkVxaNvCQjMBxhyZMNjoi2cKSFHFmcA4vmAH56WCKnVfx1SHYNVlU4UagO4M3B5VgjCoxQKF1fMIhTgwp8Z8FZHB5U4cmzpegc+YgP4bLpVtw8Z4D1QaO6WzVLoxdQ25fALo0L8RghsDEBUfZsiUt+fj7+67/+CwoFL6wpFsPv96O3t5f9nUgLB4q29PdHB8vy5cvx17/+FS+++CKLyPBx4YUXsvfpM0RsJhKJjPxETmLJBtjN0waxW+aGv9yJbq8cT+0z4JYlFpzoU2BhhTehCkUqRahMkI6wkBrLLZtns59vK23HJQXDHdWFTkD7PEaodNKhiU8oxjrB5Wqy22TJhzskwW1lnQmP7UnfdFCZ8k+Cm6CkEEeG4JMXvz2AX+rfwSFRIXaHS3FGVobusBqyzjC+XnwcJTLv0ET4S/MsdIbUqFJ48EBnNZNJrle7sNI4CEXcWA9GAGnM6+cNibHVasKv6o+OOpfxwCiCk2B/3P2h6NFoIiMdEX1ZjC7sUQ1r/6dSkeGnBPBJC4d4Lxs9D4meA6Gw2QC7QYZHThhw2/ThfV9d0oeLi8To7ATLPY/HN+aeZbnulILCCoppHo4ANZEgxNZQMr0BQelMGSPNOY+wo+O/hsw5ktVYpIRQJSyBmFfsQ1jugr5kkMnq/u1kKZbkO5hS4CKRGQpeUXmmzyd/QSyYzMR9/isnZ6HTp2Iqhj+dcZwdA0V8heKIV8+K1BeqMviSQAi5HmMlN21eFf7WWYWf1x9LuP/dnjy86SjBj4oPophnk1MhnrzwcdfMHlxUbsGbXSa8eUYPq1eKQa8EtzdZsHraMDF58ZCO1bBMK/ShxaxAlcmPxZUeRl5I+p4f2aGGwlR6yAkSUN3MlTOso3qN5cKBwU9RTCS6Q2IOI52w4hFiEZxkN9l4IjAGJUVghqMvfPDJixDCQognLamiLEllvZOdv10Mv0KEe3bNwEOrTrCIFz1Ls0VBfK7Kh9qADQ/1RFO0+bhtWg+WFTqi/YDoeY9lYJaq/UwhbrwyhARhCkXWMyIuRFL4pIWiLxRRufbaa9HT08NqXvhQqVTsfQJFW+6//34Eg8FRn6P0shMnTuCFF17A3XffndEJhBx+BN3CLqhQw5X1JJbDwULGxqAI4+5F/TgxoMB3N1egQOLH0yeiD+xXlndj0ax4Q5CbXEbu4SSNe7Vs9Pn9cHcl+/8PMw+hQB7IaiItkXph8vsRtMZ1GS8Zu/dNKBLtR+gYua64J+m2egaA7cEi/EC9C8pYdIEiJ2MhL157EPP0/ZgX6WetySUGJR7x1eO3fTMwQ+XCfKUFMxUOHPYa8Key3dBJgmhWa7HfY8IzfSWMxJikfszT2TFN5ca/esrhC0cnDSoe1UqCmKO0weB2IpjcWZcSySZpX9x1DnlDI96L/zsfVN8jjyvuJyKjo4z0Mn7+dBjTZVGvXPykloy0xIPztCUkLbFzyyZ9xOIUM0fhyx0FuNXUNvR+VayOioJGv6k/gjuPLmC/rjUO4J7Ks9G/xSYu/lPCxWXCyWxTlhHhhN9PgslO58zE7mfzjHPnl9b251rlsDCI62oHmHPoja58/PuYCc/1k+pYJYuG3qqOesqFPHfx3vxk14J/L90hMdSS0fHWQw4tIy03G1txia47IWFJt0iv0HtG1G1NNFJdAyGYqXGNIi38bT5tq8RNxrOCSUsi8hIfdanKj4qf0HNM0dYt7Vo8sqsA+zpUaCj2YVWdCzta1bhz5SBW1Lphdkqw7Yya/f1fu02sWJ4+N6vEi06rDO+dGo7qrqpwoN0uZ5FcQch0rMdLXsfAX/wnFpAYnSrMOamQFxwVfUkEIaQlVWpYSsISdx0S2cJe6ptWTlE6CU62S9CgjV5jkyyIJTIbu88/KjqI7/XMwelAtDD08bl7o1+O3Q7+U0inSklmqTIhxMlsldDeROm+kwDcuYcVUzjiwuHQoUN48sknGQmh4vk5c+agqyuajhIPSgMb2plUyl6JQClmv/3tb7F//34sWBCdwKfKQpU/MAVHY8ZY6M/HzHwfLqy1YVObLhbWdeKFZhOW8rz9qZAsRYRuTY9DikOnZFhU4mY5lb1uGX6/K9rUkI9lBXZM13mwUd0FmTiCuRo7Iy1CSEYir1JpzLhPNcSfj5DxEV/f4YMafkigsmcWTSK4PVHTpFaJh8gLgQgMV/NCCNm8uM1wEodDeegKqPGkuwoiiQj5Eh9TsCHMUDjZ65pIBzN4XQEVDnhN2DuoxeXaTkZ0nrJVsjS0lep+LPV3wi+wKJ/DJn8p/umfyX7+vmoXKiWulISEziHoD6ckctw5s/Omz7W52HkTiWHXJmbIibywyS3muKqifk66xOQlEeInLv6kNSLKYvEN2YBsSDWdLzfHdvVFUCRPkOZl8eEGWTOeDdRhvbwz5X4S1TQJrm/IEkKICnfMofg+GFMM/Gub7vkWTGByDLHFiy9Xt+C3bbXQSwJYoTLj9YFSXKc8A7EtpnjBA/9Z456TZAvngbACZ1X5yJP4IesLQYoIvtk7es6tkznQqLThPG0fOjxRu0OkJdW2U0Flj64G+aMjWbRhqtv8RN8jO0r3Kptrk4q8cBExkUmBNVVOFBRHWLH2njYVnj+oZ+qQhdqoLSvQhnDFXAcub3QgEAJsXgn2tqtwql8BpTSML67rR0+vGI8fzUet0YebZg+yFLQRSHP8ze0ifKelgTW3/EzFGaw2ja4h4TDiuRFwXYZShWN1WByRITsfrXUMjoi+8GsbKW0s0yhLstSwdIQlXZ2nxD08yt2OEIJJhEQ+Lj2BnwYWYI22X/DcIk0yPjPKHhrDvDDZTqusiUt9fT0+//nPs2gKKYzt3LkTIpFoBEnhIJEIk2KjiMzq1atZ4f7s2dE0JCFoK78Q/cFYfqZibLJvogy/L1KNr/6bRVyDd3xXwSgPYskCwNNrYBK9NORoWfaW14WqfAGe/AQfobBjp0OGo2YVWwke55QQJUBTU/THQtKTl3pxxBntGWKWBvGUOIzVRS4c8RpwQjsXopjIEVe3kBC1o99Kdq+seTNxuuEmTDXwxwaNcm9YDGUgatT8xSIc9JowRzQAaU0Yx0MmXByRoidUxrJ5aOHKIcD7meCpbkTgwjtH7Y9b/stiuVzk4JTJh/MDpbGfyVdjUkowKyLCQEQBo8iPNtH0pNd4buzFYb5Lh/awFvmybjwSKMU6WRdkMeKTDqyeJlABGi4GkR/vRJZhRbiDLYT44J8/wV01B33rPzHqWiQC59jlzp07b7lMDpFZAlFQgYhLjLBcBKWMlNPCKJICvhGPZhUUCZ4Beew9avRKvVJojqIAB+Vji8jlTQIGvhATjKAwB+XiY1jUSzBWz5Cjw1DKhElOSGbAJvEkfEZqI2LcFZEhLK5GswB7ls5eZWufIqRWFo8kMtXsmnCIXRuPJMuuoxmAb/cTIZu5QKj9H0+7b1FNww7l1fCWSlBS7cOFlSZYgzI2LlcighelC7BAbB71PYpicpAoE58HRTu8kGBrYPQgborZaJ04wNSvBoIK2MMyeMUBvAQxFigtaHIXYJ+sBlpRMKFNzxZ2Qz2aa6/P6DtjneuzGRdUdK8Sh4bG/SGjAWUyDyOA3QEV5lXoIVE34GwgPXG3F83C2UW3pjwv/ngcGnMKCSQaoC4PqJsODIRk0ZQiRRin4jdGX1EA0wzAdN+wrRXnS9Ck16Kw3Imne9WYrfaOdCQWprYL7xbnY3mhBCZZAPuDyyHTW5EXU8tKBqusFie0l0MoRJyDOxi9BszGB0QIOgGpLAKdLAKFFLiUbL1YDKtYDHeEzkENtYj+L4YxTKkD0bWLIjzsjOXmgnAQkAdEoE+5Y/MAx1PEsbRMSnFjIDtXyLsO2gQ2kPdYqcISVBuK2WLqiGQhVJL+xNe0BvhYWMVqVptFyzIa26JsbFyGtivdXMCd+0TYfD6yssCULkZEg15UsL99+3YsXLiQFefzQb/Hp4Wlwvr167F371688847gr9TevwVGOzUVTwxsvXoZJMPm2uv3MnCq5HX8zrLdyxSBWAdMOC/Twx3RD8oDeFT9V1oKnRE81gFnuu2Dg1+uyv6lK0ptuIzDV1M073LI8eWVg1OuTWs9uSqol72mQti3gR/RIQ7O5rw6bxmbB6cgTMyF76v2JXTc8aKj6Pu+BNDv2bjvUqGXHn3drlNeM5WgbagFstV/XCHpTjj00Apb8OOYDFUCOET/n3QxXyLXHSBH0ngIiuBK++C5oUH2c8OF683j4ZXuBiLvhC41DECF33hUMbztgqFIqzEf9xN2M5+O4uPqLcx1RshaVyEfNE0HBPn49bQTvxc0oRIxIZrwicRsSf+Hl2DwCWfhObVhzKKPMWfPxeBoXsqp5nZpIhGFu2Ao0wCd7wXUZZAsCL2ozI2WXHFo4kiLYR4j5jQsZkfkWDX3K8yO3mXdlPCz/zNMxN9YRW+odmf8bidiMJkglCPYH+oCC2rGsf1WNLZ/bE+/9le00zngHjvZXP1ddCfeQGOoJQVgYecGvy+rQaWUPR4pAgjImvDJfI21rRQKGxhGb7kXsV+rhfvxz3Kw9CJgnBEpNgSKEVnRAtPRII7lYdH1Tv82L0QXYjgRNjI7MTfkozhbEEL+Oq9j+Z0m7mO5FAK3Xd65zHyQmm4l+q68JRlOq7Xn8X2gAYtfh3uyW9mUWy+XUhmP0Mrb0fJBw+zn+NtNv/YE/a+SnRuArO9OIfTr7ZPi9l8oLCmD+fVjCbDSb3rbjX+3+kZ+O3MI3i5Mx/PeQ34QsEJ5FOBdhKQM7KWN6+nQqpzJhtPdTGDeeERrR74KpPxNYuJenLFK62yeUExnB6cLNoSfz1S2cSDFfdi+/Z9+INmC9RE9uPwnr8ET/hn4DeaD6AUhcY0jqUTNAckO2eruhwt88bX5mdNXEji+KWXXsJ9993HIiwE+p/Sv4qLixmJIcUwjqxQP5e6uqhUrlBCdOmllzIZZaGRmnSIX1wIHQiZpBNkG0LjT3KJvkue3ukBCygDhpwHLeZoIzsOBYoAfnu0El+c3Y6mIodgoQCOtPxlxQmYFNEHRjToRTm8uLHEPnTu8XnM8lhDwb8OzmD/twc0sMnk2BYsQpO0L21qlJBFNUVucklW+Ei03WwmOG9YgpkKO/TiAHqCKsxS2OAPAHuDhVgv68RKaS+C/sSkhVuQcyQlFIyMICwc6D2OvNB3kqWOxROYRCkjqVAo9uIKWSteDNSw3x/wzsJXVQcQtAkbyxsjp/GyaDoeFC/AR+wH8ZRmLv5LtArXyQ6jJmjBM+rZiATCuNhyeITsMx/cNRH2t+EJgKXOWX1QxNIsmDpZvhLGVsDIEZlRENiRPEekJRAR4SHvLNCT/k3VnoSf8YdFcERkWCRN7JXj9hU/Vn1hMYuOJWrwOVZkkhI36lrEevlMNWQyF2Rj/3OVRlEs97MXHYPToxoiLdQPijz+9KzaI3Lcqjg5imQkw3fdS9n/n5AfxSr5cJ2XXhTEpYrUBNAcUcIWUWCuZACHQvmwh6Ss5kUjCmBWZLh+TAgydaxM9LyfDP0hJarlLpaGOxBSoD+owDyFBW+5SrBB24vbTWcYoUlHWjibzY9Cx9tsIWljQxB6Xrzv0JD51dJT+PKuaGT+5fZ8nFdiYxkWQsbvDLUb1TIXvn6yAd8rPszknr/WswDXGdqxWt2PTc4inPDr2e818gwYVQx8ezaUqhn7G7cqzMNIqXyqgRl26WanqpqpqFEyG0n3b3OgFIPlClwpO5OQtFDLAXNYyZ6pZKSF2xaBGw/kYA5ExFCIwzmxV2OdC7jjC4QmVi45I+JCKmHUQJIUwFauXMmaUW7bto39TARFrVazAntqSEkNKtva2jKWOKbIDXkmz56NFafmGHzDMp4kZjwmuTvKOlCncuMvHdFFZptLiasLu/Gbo5W4O9SJdaU2wWo3GmmQkZZki7NkC7N10g68G6zAXYqjeNA3G19yr2Tv/8c/HX/G6yn3mciQT9RElssJbo3WjDUY9lA92lOOjrCWFeMbxf6h80xHWqyeCEtX8nuGvUNG1fBKhPscEZh0tS8ckpGYVNf7CvlZbAqW4dOKo3jKU4Mn7VX4CEb2ZuCQqDbl2+K38SPjBrRpdfiI+zAGfFI8bZwNqzTWl0kBaEI+bLQehccTRiAYSUlWUoH7ntvjZ9eCCRgkqIPh7mOi51WIVzwVackEv/LMR3PYiC9KezFNMprYd4Q0+J5nKW6Sn8KF8tQ1a/GTWEdADbU4OJTmkaqGL5eCF+PlWJhoCJ0LxoMYpgL/Xi1QWfH9okP4jXkmbGE5HGEZGiUDeC9Yhp6wGl9Tj47QxZ8TnadCFIIzghGkRSi+odyH+z1NKAg46OHB99xLYJdGn6EfBDejgBpCCUS6CO54QYiAQSpUy924r4ASOKPY5c7Dm85S3JV3CkvUyWs8EtlNznYncjzxjzcZeRlhw7J8Fis0fqw0DLJ6O5p9fn2gDD+cdkIQEabj+UbRUdzR0YSvdi/Etfp2XKbrwqPmKjxhrUI4RjOoZcB3VXsgFUUydkhyDYs5DF2hAS8TZ4mXyo8mhMVDWBd5UjFLJnnMIFCYhTu/Y0Ej/uGbiRvETlykSLyO/bTrPPa/0Oglt22z1sAcp3WK5IQwna2Pt2OZzg1Twf5nRFyImNxxxx14+eWX8fvf/579TsX5VJtCimO33XYbnnvuOfzud7+DwWDA9ddfz/q5ZIorr7wSf/zjHzEVF63ZFvKNBfx9rhJ1Y0VFN34wMA8tHg0OOaPuzb+cKIfJ58aCmpENIkcRGIuPFdpLAsONHvkNE9NNNNfiKE5IDIy0FEZc+HRoH14V1eGQuAhfl5yPn4Y2JVVpFao4NZnI9KGkBpObA2WjSAuHRKSFCAvB4gUMQSqgjH7WpIySmXgSEx99SUZgCMlITLqFw+WiZjwZrsWssBlviOuwMNSDuli733SKaHKbE4skrdirq8HftUvwvcEXsdDVjgOaCjxdsJh9ZqeuFjt0tTAE3FikL4elaC4cUhUscg0U4QDa1dEE4o8dehV6f2JZM+7a8K8LQceRoD4iM96kKXVDpO2MPW1axlh61XDwRcSMtBAsEQU2BUqxwtUaPXbImEy2Tu/HtfLTuFAe67AsANz+64xR9cFUGAthyWaCovEVEI1/cX7AMfpZG4sTRAiJyXRBkClo+6SqGA/qA/LH8j142laB5+yVaAnpcZ60E+8Fy/GsrwbXKFpTHje9f23gDJ70TxN8LPxrq4cPl4qa8YokGmn/Vmgri7LuFRfju9K1+EXwbWgSFVIKRLzKIHcvMyE52d77bAnNv21VuCPvdFLSwj/2RKnCVN/HqUbyCQx9jy+uwCcvhKQEJg0SLbo/UtyNb59qwA+mHcPz/SV4qLMSn6pIHn0bQSREEdxfeAQ/7Z+Dp+xVWBDciW+q9zFHzK+981iEzheRsAV6YcSNBf4ivGuvgw9S9Ig0kCHM2gW0iQy4LnQc6yNnBQlLsH3TP7HzSWT+Ul0TjvAQhiPymWf3JHPyUhreL71RoQtqGP2YbzpulLdAIoowKXAfJNCJArhKfoZlZ2SKAqeN7QM8dd+xHLtQpLofE2Xzx1TjUlFRgU9/+tNJ//bZz35W8Lby8vLw05/+dNT75eXl+MlPfpLVBJaLySuTsPJYlSBSbS+ZNDB5RXq80W5WRF7uKDuLzZYC/KR1Br6OU1hUwxtECQbcKZsSX6luSfjwpZssJIigNGxHt1jDFrl7xCXYIy5DediGTrEBfxAvxi3hI8jnpF6zQC68chMRySFD9LBvJmZJLKwuJH6ySkVaxgp++lgiAsMdAx+JiAyHVZEOvIFaBEQSLIr04l+Yg085dkIfGX0v+BMwh4stRxhxCYnEeLBgJRxSJSMm6/oOYVv+THykYzs0QS/sMhVC/kWw0jjyWlDtjqZHLRs8hbcLGvFUwzqsb92DKnsvS43hkOq6JUqrS3SMY0W6hTz//p+CEb+WLmc/XxRqwfFQE3Z7Z6AaZrwmjlY2rw53oN5uwQVohs+d+RgO8PaXTSpMLjxnk+VBH8+IbjbzQKYLApoPMl1ADMby8j2QoTOswUfkLXjaP439/FnVkaSOOHqfBEMuSLFQSncfiyMuiCMh5EW88EOKzZJqmCLRQfstyXn4Qmg3ajjt7hwg03HFX/DnAqn6qzxjq4A9JMMS1XCaXKIUsURRFiFIRl7ioy9CFE9TRQnKFD6sVvfhF2em42PG03jcUoO1sh5MV6TPmaLjmoF+zJYM4mgoD495p8MSljMHzepIB/aISnBB6AzmRPphgRKDkfnoQpDVfdaEbay5Jv18WFSIpyQNEIciWB7pGurnFX8vk0WgEiHZOcen2SWiK8n6tCRTleTfdxK/+FQsknKZrBVHQ8uwJVCBFZ5WbBZXwgoFa0S9KtKJi2IZDalGebLxLBJllzkkBIKdcpNs98dXFmsSkAsv3HgMilz3JvlN2V686yzG47Ya/L2rmvWBeHWgEH9qr8H3ZCdRFZ/wGXv4QhGSDZSjyGNniaNCCgk5IzwgVuGYrAhyiR8bw80oDdpRFxzEO8ZqzPV2oUulw3FxARy2MNSR0YY61cI518gVmU2Fx33T2YLgD5r3E3rYMiEtFG1JBf7inL/t+OL1RAQm0XElwgJVF95RTsMPrW/gWfUcPKhbii/bt4zadvwxROHH50++jCcrV7KoSlgkwtr+Y5jt7IQ8HMSLZYvhlijx0bYtKPRaMa3v8KhtVbgH8Lv6y/HyjFVY17oHfokU8/tOMa8aRVmyJX103NTs9F7pRVjjOYOrPEfZNjkPZ7bgf/eAqJB5pkmYgRqFPiuZCU3Ej++FtuCXkuVYAB+WRzqRBw/mhM1YgD4o0jQmzcSWTVT4frInrImcD7IlMLmcD/j39ePKZtT7rXjIPwenwkYsRT8+rTjC0lK2BEqwWtaT9LukODhHPJjxffRAisOiAhwLGHB+oAUlISe8gSAaNH2wixXQRCzokJlw3KdFkW8gZbR9vO3/RJCXzoAKz9or8Z2iQyzqwH2OfwzZkha+3H068kKIX7xnmnpO2yF5a0p5W6KiyJEIP+xrxO/K9sAoUNb5i8qD+KtvNkT+ILwQYVakH9dETmIhevGEZBaexCxcFT6JOREnloWHU+04kJPMLFLh35JZOB7Ox/TIIJpiBCYReUmURpYK93UvZo2i/zLrEJRJ0uxGEZgkssfxjt7ukApnwsWYI7HgdFiHP3qjep2fD+7EgXAx1AggL+JBKVyYHTazlMqyDFQUhK5h/P8Lbf+HjrgIvfnvB0pYuHKZtC9lXud4MduxQiUO41J9N5NjJHlLoyzAamDK5F78+Mx0/FExWh2GHjxbKHrLI1YP/KLUA5JvfJ/UzMNORbTxJB+SSAjakA/z/T2YFrDgMe0C/Ny0DrP9PWj09WBxoGtIHjfRwnkiyAx3frmc1JwRKeuh8inFUUhs7oRpAfE1LWNFMvJCSEZgkpGYRFjhO4sdikq8qpqJG1wH8fW8S3HMp0OVf2Q6RKL6lOg5enH72dE5uwutrVhgbcVhfRX+Wb0Wn5LImNJwPFThAO7d8zQen30h3q1ZzOLuFHl5fM5GfPTIGxAT2RYAPqE7rSjAwyVRNSXC+6pa+EVi3OA+nJbIxY8XbhxZoGCkgxqCEQ6IivCAZOHQ5yhKdUWoGRdHTrOFXJ9IAzsUWBXuYulhyxHthTEVxrGQ/X1YcBgF6LWpsTbSDq0xGrGebAIjZL98rJD3o869CY+K52Cauw9lcOI+2PGHyBKUuAZRicQCKUeleVjlb4MvQQQ1HtxzcUJagAf00aghf3UnioQhj4RwjesQZgYH8ZhmPl7QNOKorBg1wUGs9rVBFxmdOjJZ9n8s4JMGStGhvlcUpahXOJM6/RKlhmWDePJCEEJghID7boHEx8Rlftc7A59XHcQrolI80VeOTyhPCDo+wiewb9TfamHDN0Lb0Q0N/p9kJfJFmlHF8xy+FNqFd0TVLPJyEEVYEOzD16TrcaPtKDYa+jKKhrG/h8X4VOdShIZK+oG7j83Fw40HEve+ivt+IuUwan9gDyvY9aLf20Ma/NCzeGgfqkiARZfuDu9jWSmbSYIfCqwMd7I5YB6vJnaqOmLPJfs/ta3GON0IF2Q4IDaiUO5ntRrlcLCmb+fLR3qsxkuVKpeg4k16UTlCxKBgnVqpeGurNQ9rTIOjPAUKW5Tx/8o7H/f5do7aXptTjndU09El0aMjz8De+9Hga9grJ7HdKBr93Tgsp27OQEgkgU2qxs+M67DE14E7nLvxgaKKTXpOZRVbxM0KJn9o4yez+OaE/IktXf3GRC783vJXMCWoea52QaQlUbSAoixhAdGWdOQlFYHhjicRiNDw/yaHE/c63sXPKy/GLEsbyn0W2KUqGvgj9sE/lkTHxwd3rGS8QyIRq2dRiqPEIhEB0mvEWNu2H8/PXIvz2/Zif3E0r57Iy2f2PI1M0KIswD+KV40856AXh2QluMyRvKgZSaIxVsjxhHgWDoqHBfuVkSC8ouhYbPD34SrXERTFUmi46e/zki1oD82G0WGDJ0EkMn6/E5ESlatJKVWB8VTDCZEJZpEGT0tmQefwYn6kD7foWocatk60UpXQ/cTfN6qa+mx473AKmUiF2ogVr4vr8MlwdHGWCA9KFuDPwdECKjZ7GG+qZqBVasJpWT5rEnafbQv2KIaXmpVBC/rFWnjFMkREYvhEYjyhW4SSoB1XuY+iPtiP7fIquGQloEDExb5RXUUSQkhD2kzGV66jLnz0BZXY7cnH7zRb4LcEc0JauDoX/vdTnWsqAiOExMRHKijd9IvS/fimfxme89diWagT1pACPm9u7AMt7EnCm+xkKiyLdOEpNGBeuA/doqhb60nJbJxnbU94P5M9Iz69Bj/oaxxBWvLFXgyElXAORueedE18+deKMlT+aanB267oeoegBEWXovdoengQq8PtWIaRa8ePhw/h7chGLIqQkHjiWpzJTon15WAO4Ma7Tz6xtclTf7YZB2gQwF3hA6B+RWFxCNtQhn/6G5hTaU0a8pJNmG6iyE3I5sP50i48GS7HcYsSK0Sja1goCjM/3IuuiI4Vx1HUiT8AX9dEtbgvcx/DfnkpdiirYXEC33W8xD55RlmIRpmFmYUQRNilqMB/NPPYd3YrKtir3t+HgEiKK10H2Of4+8kUySa0TOo3xsN7IfH6EZBI0AoD6mATRFqoGB9xREUpHdlJeizkhcAnA4lIDB+JJldt2McIy2lVIRpdnXjbOAtKlwtlXktCcpKIkMUro9GxPl+2BMf0lbh8YD+kkfJRx8c/7gpnP649vglv1i6FPCazuLZttFcvFXplOrxqmov51las7zsEaTjEPGEOiQJ/mnEpvlt9Fb504gXmOeaOJdViQ6GX4u/ieWgW5+OC0Gl0iXQ4Ki6ELBzEd2xvsnEuTzLGq0I2SIIWvKhqwHXuw+w4kiHbcT1R3jEhz+NETGI+VwjSNIu8eHwk0sy6x+6NFOM11GKLpAo+uwS3RI5CZ0wknZ0a49FjKlkj3/j7y7/etejB27pKtEn0Se/PHbJd+LtuKc46FSgKj0xXOSgvZynAGz3NWOc9jb/plqJZVoCbXQfY64zUhJKQA6pIkI3cNokRf9I3MadVj1SPv+qbYAy54RFJcbn7GErDLjhFcmgTRF2yRSZOq/FIGSO4YtkKz/pq8TFlc9rUsHjHTDp7nImzLVkUMFkUJlVtBhWOrw62YVe4DLeFz+I3kqWYLrJgBaVsZYD4sUfrh39qF2Gmvw/GlNUc1NMwgJ8F38WDkvn4l6gR0kgI9RFLRveTVPee7yuHJyTGnzWbEYYIKlGIRcq+5FmJuzqX43tFh1gNj9BUs9f6CvC2vxQVIjuuUrThT95GRlp+EnwXcgSh4tn8+POf7evFbn8hyoJ2NKRw3sZjLE7Z8UI6x8JEI/MnaYqBJrBsQcura8Mn8fPwJsgjQTzsb8BeW2JhvbGAjEQmL6EgTW+mMMGDVhLEHIUVlpAcXQOiUdukAU5eOcrHf05czyYiGpT0f7dYi0PyEjT52jAjOMBIS3VgEIZYegENlmnefpzw63BQVsIWYE2+dqz2nmF/r6aeM0QMI344JUr80bAKD+sW4/68S/BnXRMjOlPtwcrmgafvbIxEz3mHuCwj0sL9zL28KQ6bvpusroO2z72SgY4lm1cepWT5gljQ14wFg6fxROUqFnlJtz/+cY84DomckZZ51jNY4EqsnsWf1InolLoGcNvh13DTsbfZezZFktbtCXBMV44/la1Hn1yPlebjUISDQ2RBF/JhgSV6734988pR14oD3Us+kdnjyUdfRI1vW99GvauXkRaCUyyHEuGkpIXDgEiN6QFzStKSCDS2uFc6UFf0XIO//6k2eRGyOSbKq/9mZDuawh3YJSnHE+LZ7JnmXpOBVLZ/lFJh3DlT+iGl6soiIbRI8xJuozHQh43uk3hEuwhBnh12Q4otyhrMCvRhXqAHr6hmsvfXeKNKZYTaoIWpQW1RVLPFYHXIio87oxGfaYEB9n9F0AafWI6ntfPxD+0ifM90Ib6cdxks4tw2ZRZ6z/n3M/6VLSokLuhFfmwPFg/tI/54Ujk/hErAJzq/ZMedbNzQwpz/iv8Of7v0yoOXZUdQquHtjj14XjQDH3gLRz3/Qh2JQYixWVGLqoAFV7qPDkXVUm2LivUpbYyUSathx1HxcN+6dPePSAu1ZiCZ8Cvlraw5K5EWrpj9fkXU8fVffXPhGfQLWodZB0N4yj8NX1AexFfVBxlp4Z8fR1qSXZdBsQrqkA9V8Q3xcmhzvRnPKLk/hsnAhyLiMtZ0BTLjl4VbWMrHjMggfNbwpPYa4QxLOu3zg8E8Vj8yWzqyBuHT0sMs7PsD72JcIW9FnbsPFRhWCqGhfnn4FH4nWYptojLMNA7ihCgPXpEMynAA06jgXhltHHqZ58SoGgmDhPL2o5Nfm8SAbYpq9vP17kPokujwmHY4378+0I/dikq0yPLxL80CHJUXM+WqSr8ZNSErVJEQ8/KlW/gJQbow+1hTyOKNJoWJFT5fRqQlEfh/T5Q2Fi8DHI9EZCJZREYIal29eLV0EYwBF5ZaWtg9fV8/A2tto9Or4ovm+cdI77ry8/DvipUodw/gcvtRFuFILHY8+vj559WvNib9HB9n1EV4o3g+PmLeg/lEkmSAO87uXty7H2fVBbAodCz1hcY8h2Ry0/YCxVDKA6VRUmTKKVbgetdokYF4nJTmo1mWjz2aRhQ43KgOZae+lCoaQ4vRd0VVuDDSOlRTls02z0Vk+9wvj3QDYREuC49Ma8qlzPJYkGiR1uuQYI+yitlMPlb7WtldJ2Ky0N+F2f5eTA8OjPBMnu89jTfU9ax2bb6vC70SLYuYED7p2MVIRrdUj0W+jlHCETTuyW67HQEERRK8VBIlONOc3bjKtQe/rtg49Nl5/h4WifeLpPiJ4XzMCfThoLwU5f5B6CN+LAx0oSCU/XMwlns+1vt7mewsNgXKsi7CTySoIhSpIg9CanHj1xL861AXseJf4jl4WlyPa9UncX3kOF7S1GO5MnNnCy3Y/6OZC4dYgY+69qMk7EJfhjatImJHi8gk6P6ZocJDkjloinTi1vBhiINRtS7+tSqWeHC17DSeC9RhS7AE58nS1xlSKjgphSmcLgzSNZAC+RE3k3cm1dRUttMtkuGErADbNI0Y8GnZOipbJNuPSi/FERTABM9Q64JcbPdcwIeCuOSCwNCEn+z5TOWlmcwGivOkibsWa0RBXOc5jNmifHzgrcBzkhomUbg23D7ULGxmZBB/CL6BraIKdtoXhs8wb1oV7JDrpbAFoivo6uBonfqykIO9CLqID8pIAC6RAq+rZrB8Z5oUByVq+CFhKQjXug4z+cPyoA1tUiMsEjXcYiXCITGcIin+rWrEikA7piXY12RMaHRPDwVMMIj9KBO74bYFRk3ktJ9q1SD8IongmhYhSEVikhGERBiLIEClqx3rfBG8UL0Etx96BUu7juHfszagwG3B7IHRDbXij4WOclCpQ0tpLfYZ6zDfegZXOY6k3W983QtHSihNrENXlJK00D63FDRgj2kaLunei/mh3hHbJfC3/ekzb+GR6vPQpi6AKuTHUX0FLuo9kJTANJrP4Onqufizejk+0fM+5PkhqCN+zA0M7ycZDshLURx2MY+0Vawa04It1cSzUNQGdySUdVrm/zbbTzaQXukwkY1zE/U04Z+jHsFRpIVAT+BaXyuLnGxW1uEJzXyUhexY721BXcyukg37xeDLOCXNx1mpCct97WwM68I+ltbVJY5mG9T7oxLlfFBe/7L+qISrJBJGUcDBIppvmBqxzH4aq23NaFXmQxyJYKuyBudbj6Nc6mGOiiOy6LMbEYnQL9HCH5DgHUUtZoYGsNKXvG/IeNp6Prjr3a8zYTCiwDypBe6IdFTHc/pcCSyApHRMC7/4yEt8nctEyrZzoIjLN0Lb8DNJExpEg1gY6cW7kWr8TTwPn0pRN8UHpQfSvabU8RlBM75ofz+humgqcNd0pfg0dhjKmCVLRfNIzfFxcZS0XBluHvHZ+PPciGb4xWGc8agwzxViqb93hg+wiGUiUHrbdLEFP5OuwC+Db+MzoT0YgAoLbGfhSWNj6RmTRcIwRLzM5o8HPPYgZqAbZokantC5S0Lwv524TEbB6HiQGm6bqSYxIZgdGWCvdqccbyun4UeKlSiCG+vDZ5kCBnk0npDMZjUv50XaRywCu5RGlEfseNU4G51BDTZ4W1jIM34Bbwp78QPrWyPeu821b2g7RIb4Hptv295l/4djk+1xSQFeUs/EHpTnhLjkYkKja75NVIAzYiNmh/tZ2Pkqyo/nbZ+wT1qCqwb2p1QPSxVtaXaIMd0vwimHGDN0ib+brHA/FTGKJxLZkKgZ6MCRglqcMpZhxmA7vDIFNlctRMPA2ZQTSb/KgLenLYNTqkSJ14prOndgbnj0QigZEhXt14Us2K+NpjWKEkRZ+uU6bC6cjVPaEnzq9FswBVwku5dy2/RvlyoPz1Q0Df3d6HdhuWWk951/LF/peB3/U7wKjxU14WN929i4Tidu6RLLsT2vGjcG/cgLONETVGB6Gs9sNosYOkpafI5P4sC5g1wtZtNholPKhC6SC8NufMR9GOucEXygn45/UvRbLMJK71ks8JPCY5jVpBB+Nvgq+52/2CJQYfNvdCtZGvCsQD+MEe+IaAKNsRvMu9mLw0br0aGfKSWYPw5r0YkbdYfYO/QaEKtxWFqED+TVjDxNFex1GrFbXILDsjyWFnqf8hCrCeXfa+pbNjfSN+p+ZKogFghm95yOpX4n3ZiltcFF4TPYJSphYg9nRQZ2L8/AgAajN+k2KF3pQe1CVhdVGbTiIs9JXOgVJs6QDPlhNyPI7U4FqrWj9+mBBC+KZzDH6/Xh48wxKwTbROWwiFR4X1zFfv+xaCV+EHo/6efvC+/GQ4FG/Ei6Enc7dqAuLKwGepOqDnMQZGmW40VcEFtf6cNTV/1rvPChJC65UqH6sExuBQjiRvchXOs+wkL2WxSVeFQ6Z2hyOSAuxpNoYAaAlnsSgxJnXNEwbadIT1XHaJZHc/ovcp/AxgRGKVvpxyr0oEBShhZlHlmjKbOA+XjkMPaGitAqMjB9ev52Ca0eJexGFUy2QUEF6/GEJdl78QQmUUF/OqTbf7rUNdoXbaNgsA+bapZgR9kcfPTQa3h87sWsIJca0cXDK5Gjp6gMWwtmos7Vhwt6o8IM2aRFxJOXIp8ddpkG+6vnYK352CjS8re6C1DiseD21nejpEXAtiO8e1rl6meNM7sluqSqaASp043b3Jvwr5rzmGgBf7GWDG5xVHbXJlGxfSxyjI5YZaIClwx01G8oZ+Bi78lzv3Dxf5HSWa4QP2ZoabvOdgLn2U6gTZGPHbpavKdfjaBoeHT8Wd+ETzh2DxXRH5ZH1fKe185haV5PyYZTdX7geF7wsSQiz/zjK9S5sdp/Fo9qF6FfpB7TeM3lvb4ocgZzQv3YEy4GRDI4fMER3ng/xDgRMeEy9/Gh93LV6DaTqEsu1xXx82RDZADPSeqxU1yO3wbfxJelG9CpzkMDooX6RJq4/ZPozklRHjaJqmCXKPEDyxtJoxeZgqwzpSY+oFs25Owk0LGSrfsvyRrYRQrcHdqLuZF+wcReaggNSXuv8p7BXnlF2u/ein34t2YeHtUuwH32DwQ5hyiiWSeSYZe8Avfat2G8sFNRjnq/mQlO/W/C/xrLPtkkZjyQaaiaUkgW+zvZywcJdHpxVGkJMvxJshgPi+fhEk0XyuHEQ5pN8Nl8Q8s78rx8TroRr6tnjiAuuTDcF1qP4bflF+CArATDooNjx1gntdMiI06JTbg9dGjU3/5QvoH9z6lSjYW0xP89WfRFCIh0CP1sMnCRnoaukzhVUgufTIHTeRVDtSZlrmhBLsGZn4dDhmocNFSj3DOAZYOnMM8Wjcpkm8sdDzEiWNd3CNvz6rHGfGyExMOgXIdKdz9uaRtulCkENO7vP/7sUBTnzaJ52FMwDRvO7kn5PaqHuaZ9Gx6suxDrrMfTpmUVBKO1ZVapmsmG/7twCZrsp1HnGxg1dtIhVW8e6mZuliTqjiN8m8m2Hf/ZXKa1jCfOZZufiW1PZYPpCazxDbAX1UFRupZRK2aj9hl1I/5btxxXu4+iNGTHvY7tI1JzaLtPFSzCQU1lziVdG4IDMIa9eE09E5fmYHu56hHTIjLitMiEBZHeUYvwv4XnoleuQ31gbD05hJCX8Ywcxl8r/r4oVZxEK3aKy/BPxQIYwz50hEcKozj0BuwL5uM5Xw2r9ZhHsuKhI2kb6mbaZ+zz9q34heE8mMVqFITdQ8dKaxd7ngI/HXyV2d9Mprv7be8NjWWrSImtytq0Cnj0PFBfs/9nWM9qFRt49z/Zs9eg7IZHJGPKAE+qGrHW1oxq/yDygqkrPDOxrUGIYRcrWVQfISGVox8enFvWPEcYi5TuZCAXRVTxiw4yMn57iJ07CSN/PrQbz4hn4r/ds5hhoJxmpSSEj4UOowIO+O0BLNO0Qx8eaSayWcTEHwv5UGi79C5f8WayCcx1kZPE2BKCir+fLliMnzZcwzrG6zR+5q1P1+GdSEkq8pKItGSCsZIWPqThMK7e/Sqsaj3ealzL3uvQF0Ed9GFPyUxYlTpYlFpUe8y4u+V11og0V4Wo8SBCtNs0HT1KI0q9wyotVrka7epoNFDIvun9FnUxDhqrcE3XrqHRttjSgj1509ClyccHFXNR4ejDhbZhzyofFVIPWwCeURag3pus7DQK2n6hf7hw8rSqmL0uGTyIFY6oulk24E+YCp2cFcPO93cn9V5n4mBI99lsIkKTjanU/DCVPRfS0yRbpxETbYhE4HJEbcy1OIz3lbV4Tj2b1R2S4IQiGMBiZyuWOqORwQZ3D8xSbc6tMm2PaiMLQi5WyDweSFXUnAznRTrYKxFuce5jCpn0+rR9O+qDA6N6YfGRTO49E/KSDbjzy/b7t4WP4DbdafzaMx8DERWOhAB3RILX/FU4G9bhVEiPKrET96kPo8YxbP+EJEwkulbJSExJyImlvnbsl5fhAp6zlIt4dEgNLBVLCKh33wP6ZbjXvn2IYFEKJOFl1UxGgDoletzj2J5Q3ITuJBGE11X1Q8Ql1fOnCw5fjQG5Hs8WLkaN14xP9G7N2TP9mnEONF4fiu1mIIHtzWRbU9l2J8K5dbRTlBgImQCz2Ucmk5jQQZuo4VVsb7gWB9i5tEOHRyWNaBfp8SvJMvzQ8gaLru5UVGKZt03YsUOEl9SzGCHpFutQEHaiJmjDzKB51EPiFUlwmec4G4wWsRrDrS6nrgc2Xx7dliHoRtR/KdIPwAMAAN77SURBVDwCwpETPoHJhrCki94IgZD9Gt12bDj8Pl5ZdCF2lc1mr3m9zVjYcwIVjn7Iw0FoNWKY5TqY/E50q0x4tPo8zLR34pqunRmTl0STPC10alx9rI6FT1yKvMnVVOJ72nC//6dqZfTNrl1DfxdHwqwj+NaaBehTGtGrzcehoum4ue19lPgSF9MPyrRAGuJCSoW1nthnImEglqrzhnEWjEEPZnky6xuV8DwdAdRGejHN2ZG25mY8MWRzhlVMpzTORVWdXKUmETyOIJY4mrEEzbBJlNhsqMcuXS26FAsww9MHY8iD10yN0Sa0ArFHW4V2eR4UkSB7nqp8A6j39I1aDBJZWeltQ3VwEM0SHUiXcvzE8sdOYuk7fHrF99CnIi8c4m2gX5r8bMca2czFuKa6zi+pDuBe11pGXj7nWoPZkkGslvbg44oTyBNHnVTdUDInpwwhJn9N4CIh2YzdeBIzM9CPzcpabPCeGpH9wf4e9gvex7v6OnRIjfCSKl7s2GhEKgx+HJEXMztNadD3my7B1a7DWO0fvc6h1DWqzxJyLvkBJ4ZmqXAYEIvRqjDhTeMslmGSC9T4zCj123JiF7L9/mQRnv8jLh+SCTAbj2qiQUfnUgALvoD3WaOlB3VL8ah2IT4W0+2vSePhOCQrZoaAcjz7JMMhZprE5gR6MdNpZgbDCTlOygvR6O9Bu9QEq0iFqrANhrjmaFM16kaS0QRK//lN/RUs7YiT8E0XdeGTBoM8Ipi05IKoJNqmkP1LwlEvlSLox8cPvsJU4hxyNU7mVcGm0MCqM6JVU4TV/UexfPAUVphPYLqzJ+PISyLS0qfQQxv0YqnlFP5VtQZzbB2s0J2wLb8eDfaOjLZLTS2pcSQfTomCdQQn0kKE67z+I/hb7QY8XLse9556FfrgMPs8q4j2yqj2pk8ZOaguxS79NFxFEwyvviAklrFFYS6IC3kgFzuFORQyBV01koxW8ySj08Ezht5a/4fxIyqpYAh5ccXgQVw+eBBvGGfjH8UrcUfvVqaaWBCIKkgmQ79Uy0iPWyxDszpaJ8Oh2V+EOu8ApJEgWxy2KfJQIfayRWCHVA8FgsyWThRpyWY+4P+tNGhDt9SAXxnW4leDLw+9z59Lc1n3ki1ysaAk8sLh1+qtTGWNsjH2BwvQF1BhIKLEdmkxky7+Zmgbbgkdhs8bTkhaAv7MHHPUH6vXq0CtoxOvlc3A5kg5lsSigPs10YRytc0m2FFjjZFvmrfi62h8Ygnrt/LpnnfwiqkRz2rnQu4MY5l/eF6hehpCtWcg7X2xSxR419iAtSEvlEEvvNJYgapIgvcN9dhgPZaTOsQGT3pFy2xAKWgREZgqWjpw18Kjmlib/3/E5RxFLoxjuoJA8qR80rkL3zZdhJdVDSgJ2tmDngzPqmdji7J2KKz+r1g/l8W+DqgjAXygqMYv9JRyFGG/n5ZFVWw43COwiC3X8pHZpBVQetuVzkN4QdPI8lg7lSaU87rL88nLWOpOxoOsZENetF4nljfvxv7auXhpxip0aQtYd+NKWy+MPiem9Z1Fa20RazS5euAEzjOPLFyPlxdOhGTpFJSapgz5oQ750WhrxwcFM3F59x5WaEzRnYWW0fKwqVDitWCOdeRCv9DvgCgcRkQsxgLrGeQFXLin5XX8ccal+PP0S3BF1y7WH8YnkUMSCeGywYMoDaTWzqfi1ZcKFkEWCqDGO1wXxIHONp3c52SjX6aDipGW/13Fn5Nly2mBN1FkJdnzt9pzGIemleGXFRdhkaUFdqkaLg/pFw2De47b5SY8WBpNI73AchRtynz4xDLMd7ajzG/Fq3lz8beS1WzeMAXdaFGNlDXXuv0YLXQ++Ug2H9zgOoC/a5fALlHjDeV0pp4VT7ri56bJuJ+p9pnJ3Pkl5QE866/FH71z0RlWs0akDRILysUuVIsd6BMrcTpsYJ9dFelkqhCeOO2AbM5fGgnDGHQzEnSR5Qiez1uAxc6zUSVSVQkj05mQXWk4hKX206MK6/VBN6xyHea5Otj4vKl/F35bdgGe1M5Hq13LRFx26qM97WhMXzk4updZPP5Yup7NE7VeEnoIjqzBiYThFMmgj0xde+qUKOAXS5nk+VTF/xGXcwy5NoLpDJyKhfwj2KSaxrojP6+ejb3yclznPoQX1bPQJ9ayxmZL/B2MtKzxnmHFnsTa/xXbzs2uA2yBRmFfamTWKjWhRZqPuf5uOEQKtMqiHmwhCpHc8Qop7hvvaNp5/jYsGTiNF/Pm4Z8157M6D6PGPaRMJTTyMhUQT17i1cxomTK9txXF1n6Y9flYadmGAnmISVYS6Czfrl3KerbkGvzamUqPGc+VL8dl3XvwVEUTAmIpdubXo9HeztTHhGBD3yFoAiNnV5oEibQQ9hlrUOvuZ/u9tfVdPF++HC+WLR367Jc63mS9L1LBJ5Li/1VFUydI3UmEMjS4O3FcXT70GZtUhVZ5Pur8o0lNIhxVlSIv6EJJGsKUSxRP0cmLojqZSxFMDUwWMRHqMKBnIeogaMBe0zRIw0H8fvqlLG3ysKEKu03TsMh6GhtczXgxfx7zVn+94zX2vROqYrQr87HMcQaVfguqfIPwiqVwixU4rClDracfNbDjXdU0tq8BUTT15lxBVciB79nexWFZEf6uW8qEQy7wtqT8znhEY8aCRBkX8XWgnHLYdPTgc+jHQVERKiN2lBvCkPEiMYe9BlSKktujbM+X1gkcZnh6mbz+Nl0d9CEvjmqiyeQUGRSi7EhY6zjFbHI8ZDEi06IsRK9Ui+KgE/d2vYt/Fjdhhz46Rgm39XyA6b7Usv60pWfyFzGFzVmuLqhDRVjpaMZL+bGG3JGoLMBW/XRcYhOWLtYtM7BoUS4i80JBKaI5EocbN5zzxOVcnsCygZB82lzjZ5ZXcVZqxJ/00dqAszITC5VzeE4zh72oWSVpuHMRiQ2eU0P+DVoSUk8AAhXUrcOwl3ynvIJ5OB7SN+F2iSalBy7R+U8UiYkHt19KsaDc8L/WbcTXTzw3ous7R16SyRnLpYA4RUQmPhIynhGYRJLM8Q0xdT4XdP3RAD132ekcj+XXIN9tw8yOU9QBNek+UhWpJurhQvCJaTSJoQr7McMR7XhMpKVVUwx5yA+/RI7nypbhrjNvCfLCKUMBnNUUYJqrF8pYypgspvClDPrRrCsb6kVR4bUyYYC3i+exFLLpzq60pIXw65jq3Md7P8A0bz+sWIfzrSdxWlHIjpdBJEarqkAwcSkO2KEL5VB94RzHuaJyNhUWq6mQ6Lkj2fHZ9g78p2IFbHINgmIpkx3nsCtvBnsRPtv1ztBzt9p+CvvCfhTGCG+5f7geba67c+jnlYaz+H/G9dihqkaV1IQ8iEf0lMm1Il6u0RjoQ01gEK+qG1iPM9E5eP+FEBgCqasti0TtbtgW7UpP6IcKLRIj7g9tT+jgG8t5h2MS8qaQJ6qM5zXjqLqMRfSIKLslCkYAFjnbhpQb06lBtimNrJaxgKfARXaf0ob75XoWZWDnjiA+1r8DP6m8FOW+QdS7e9OSFsIbhlk4oK3EEscZXDl4EFbMxzxXJ3Zo69CvMLDMDMIZVSEgkLhoQ97/s/kJMLUtvkBM1sJVCMby8CbLC50o8sKlZNECjrovk5LKI9pF8MR6UxDIeHMRk2tdh1mEhsOlnhOC9tMY6IXHdZTlO5+QNaFfWZewO7SQ849/fzzGQ6J9r7GexPvGeuw21mKJ9cxQ/w+u5oWQKvoitE/LjCSTey4JTbqeMvHH3O+XYGv5XFx6ehvzQDpckVFNIseyiKIJhTxuKm+0weKdp9/CloJZuKltC56oWo251rNoUxfgrLoQNe70EwyluG03zWBe4KW26DijO0QpXV5pdGxTOtpq83H2/iLLadS6+mAMuBgRd0dS1+z4IWKKbDeZtzPSQqDv/aVs3dBnLhk4iDdNs1nUJRk65UYc0pTjYssR9nt+MPP6L7qSzcoi1PgGWcF0/N+ot4yQXGYich4xlSeLYJGqUOa3TZlmlxNh/1PZlam6MM0EicZzFVz4ZN8W/KuoiS0iPTHCvcZ6Au8bZ7KfN1qOjEgpIc+wEO+wzObANbLDMIY9aJUsxkO6pazBn1AItf/jOS4+6tqPnxjX48+qpbi1L7EaVTZId6zjlXWRWLQnOR7XNmBV4Cx0HnvOj4+aoJplOkZcCLf0bcerprmY5e5Gn1yPfdoqLHG2YpeuGpfE7GMqKCIh7NHWQBPy4frBaINsAgnLUNSe8GDpefju2RfYfaT02M90vcNS0gIJIjWJ0CPXY7azg5EWDo8VLY+SFkpR9tugCvnQpixIKWr0VMESXDWwj62lhDjJEqFPqkVQJEFZYLSwDNWtCZHip2OhZ56uGdV1lvrtIyJhk4mptcqf4pPYZOWqJjoP7r3xPib+/kn+8UfWN7FPVoqj8iLMCfSh0d+LXxnWsK7MFaHsUlio3uU8XzTF6L2QCy+oZ7EUslW+VtYIjZTJNFnmhI6FyGRybdfbjsMlkWNHwUxW4L2+7zDz8iQiMHwEpUBPSRn6NSYmMUwe/2tObIbJlyxFJ5KQTCSqURkrmUn0/fhoDJGXI+UzUWLthaa/H0hwjpl2jY4nL7qgl7349Si3WKJdu1faTsErlbHuwQM6E2ZHBtJGdjQhP0p9NpiVeuZB5M7yC80v4691F8Iu12BrwSxGljb2HGAL9AK/8JSpN02NcMjULKVhtjdaQDkg1UAc7kFBwIk+hQFbDDOYF5vGdzIYgh7MdI8tRYBytI0hd8KmoWcV+TDLtEPSt6lABIquGY3xd4yz8MnezPrmnCv2X+gz/2EgK0KL9u/t3oR2uRH7tZXQhXxYY2tmiz0aPxRhyQb0zC00t7B7pAz0411ZAf6iW4ar3EeZs4AWVqawZ1QkI9vrnqvoDH87KjhwYfgwDmsq8LeSNbjWvBeFArz/XB3BQf0Mdk1pgX5z33YslgqLvI4Xac7k2TktNaFbqhsS7cn1sVBtywyeYiMRj6tj9SWnlIXMqUMOqG65UfA2lzjb8IZpFnPYiGKv2/s+wFP5i3FYG+1T9lDJGny0fycb91yarETAYr1NYUKLuoRFdIIDexn5cUvkTGacajQDYglLuT8TV+MVD3L8Nbo7x0wQtCEfPBJZQtEDEtK4xHI4bXZCl8LISE5hBHgpbz7uJJs/NXxVk0NcXC4XnnnmGZw8eRIymQyLFi3CpZdeCrFYjGeffRbHjh3DhRdeiKVLl54Tk9h4I1Ux+mSkji0MdLMXh7rAADYranGRp3nM264KWXGj8wBLHXtPFS2KI+SHXLjVuQ9VocTStEIxXteKFrdXDx6AQ6zAs8b5TP3q+o5t0Ac9zFt9tLIe7xbNRYHPjjm2dtQ7u3DIUAVpQR0OVc3HTEcXe1HNyGONG3F9+wcslYkK0KlQMTn5SUxk4klGriIy8RLOPSEFmkvqsP7olqGoEh0jHWuqqEu6Yn2hKmTzXe34d+FSVPgsrHiT//1U5OWS3n3Mo/Rg7QWocvejyOdAg6MT5/cexivli3FV5y4WdXm+fBmu6dwxysgnUkqjO7HJMBM79HWY5unDQW0VOhR5WGM7CZfCiIWuNuYd3K6rw1um2ew7VwweSHptxPCgGB64x3B9aFwWxxTY4kFNCakGgQ9PTBaUenrwscDVgbeMDZjl7pmypCVbp8VUsfNTGZV+KyoHh9O+6j292M6rAcgWdO1Jse5m5z48pl2IXxrOG/H3G5wHsNzfMS73KBWZEbq/NY4WrHScxnuGerbovd68G9O9/cwWtCry8WzBIjgkCsx2d7Po1AlVCXboajFDU46AVIVq7wCzXY8VNaHF24Yb3IeYXdLqJUkXlvxoSLYOzHjbGG9PUm2Pvvla0XQssbUi5PBNuAR7tW+AOQWJtFxsOSz4e42eLszydOPp/EVM4nuOu5vJdW+0HkG70oQ5rm74xRL8vXgVU9Qj8iIEFNH+V9FyzHR344S6FD+ovhIXWo5AK9OhMODEpZZDLLL+j+JV7POf7N6cdFt0FxrdXRgr1JEA1MHRzl5t2M/EDvhji8bqoFQzKqJf5bOwGhuq9flc97uYSpgU4vLcc8/B4XDgnnvugdPpxJNPPgmTyYTS0lL09fXh1ltvxWOPPYYFCxYwYjMei/9ILByZKK92Kk5kU4288KGP+EbIDI4FmnAAtf4OVNqsLEwsR4ipkVHzp98ZVqMyaMUX7Fsn/ZyTgUK7HxvciXcNM/G3ug2odfayNCZ3TBLRrNDjvaI52FrQgNn2dix1dqHpzFtD5IRwxFCF/1SuHJHa9KWON6BL2CN4+HvxtTSJSEwuU8pOOsSwr16Mkt4O5DuFNQLLFkQIaTEdP5mTstfnu97OeHu0HfKKuaQKHDDVocbVi32mWny89V3k+Z2wy5T4aNsWPFyzblQK2hl1IardI6WQAyIxm/CIqKywn0Kjq5MpKFGvl03GBtzq6UVxLIVgrb0Zi5xn4RXJsEU/HRtjuv5Cm9Ql+mw2jT7pGsSne1HaGE3q8cSFsN56XJACmtc3tiaq4wWyF8Esain+D1Hw558iyXB60VjtMN2Pxf4uVFpJDt/LvM4k4NIp1ePf2vn4N+bj286XBKW3jBXZnAs9Q+ttJxgBeapgMVNTc0iU6JVHU4QIhzQV7EWF5mv6jqLSMQP5vJSi/doq7FBGXxy+GdyKacbAUKF8qgaTQghMKvsiRPWRwy5tLTu/lY7som1C4WMKpqJRKa5ko7J1ntC9ou2dVRawyPvbxgZ8sud9VsfSJ9PhY/3bmYIZOZcu4hX+d8v0zCZSxJGP142zsdUwg0Varu/fjV9UXMQUxY6oy7Ah5Mdt/dvZ5wqCLnyn7UW4xXK2bRJZIRIxGZAkWKsli/wXB2wotY7NWfyhIC5+vx9Hjx7FXXfdhbKyqDpEU1MT9u/fz8iLwWBgBEYikSAUCuWMuMQv/kmXm/Jqv2w/N7yH6SJG45U6lmq/nAE9ICmDRyQfc8dePkpDw17i1b6oJ50qHEjdbFCsQl5YSJ/eyQEtCGkiW+BqZwbsvP6WEUWqNEVQ/ilNxFYshZ6RjeEJ44sdb+A3FRvZz5XeAabS8/PKS1ivGD44AQAO8SpmHIkZDwJDewkuaoRXqcL5p3aOOIZcgD+R0k9dcgPzZAqtqxBCAuhIbz27GU9WroKWwvkiKWucWe4ZxPb8Bsy3nmWePbpXJOfapspHqXcQT1atxi292zAzlsrgFCvwUt48yMMhfLstusD6bvVVQ961Kr8F1nnUYm8YfTI9DqtLcURdPkRcOAIkjkQyrh/JhPQkA11rWkQmUxITxzWNpTQ0fk0bB6Viago80xX9Y9k63N393pTJ1T4XkGgOsJKiCI19kQxaHcY093C1nEW8Hl4zggPsVRa046/6JhzPr8YKX9uUdFZxqPf24QudbzGCQnUBMz09I55jWohTyhPBGldXRk0baT1ySlaA2f4eHJWX4MfSVfij9fWkzgKab+Pn2lTrgGycG/Eg1bh3jA24vfcDQbVxYwFJbZf7c+8Qo4iDWaplabIkcUwOp5X2U9ilr0OvTAd9yMPqeOnOnZXnMdLxYMladj9vNEdTlCmFape2ht3rz3W+zVIEHy5qYqRlo+UwVttbYA3Uj9gvR1p2a6uZul59rOCfMjKo1nAiiHmyebA0QS0MgT9iKBJIhJWrO5pMTPgMYzabGSEpKRluVEVEpb+/H/X19RgYGMB3v/tdzJw5E0qlwIrlLGCI+HCf/QM2aLjmQoSpaBgzSXPLZV2PENKyXVSKXpEWN4WO5KwrfTJc4TmO+kA/3lfUpD2+qYC8oBtr7KdGkBbuoUtlpMgw/ODs8+xFjQXnWltZilkq0pKKOBCBiS/+JwLDvTIBfb7WKIJ/yTz0F5TggqNbIAsFR+07XXE+TaLxEyktvrkX/z2nFyi39MDnCY34TPznEr2fDme0xXDJVDitLkSl24x6RxcOGqqYktnLpYtZ/xiSR25VF6JNUwi1SoLPd76Jzlj+73+XnIdfVGxESCTCR/t3DN1X6vVCqEgy8YZF0ejcVzpfx7v6euzWRj2tYZEYNtnkSMRmcg2PqEpxmCftfC6ARudnut5lpIU6xf8fUoPsayIb2y/W4DHNAjT4+6Dl1R6Ohz2musor3EexU1HBHBjJjmmqgMbWUmcrZnu6RzkfONKSCH6HH7d1bWVNLTd6TmG1JyoaQn1TUiHZXMtdp1xdL7r2+zSVLM3qxv5dSRe6uUSdzwwZkxDOLahpdKuqELJIEL1yPUvX3WKoZ+IrjxUuZw6Zk6pidMqM2KOrZnV9X+x8E8U+G2xiJV42NeJHVZfjkL4Sd7l2oUblZdd4XjhKRJaIhmtzEgmckHQ4ERVqo0DvUbYKpWpNddikKmw2RJUEJxsTbgF8vmiojU9KVCoVe18qleLee+9lNTBa7XDX9fECFYA9oZmHXYpKZjDOddKS6DuZnlO6/fENpRUKPCKZhwXhHqyNpO9engvM9vfiOU0jFvq7WL3LVE0ZywVocVVq7UWPScPSl9KRFg7J+sckisAQMiEvg4Z87J+7HHqHFRcdfg+qgG8UWUpHWmTSkZ9Pt0jmp9HlOtKw0HIGDqkSx3QVOKKvYIpwjfYOHDDW4Ji+fKjb/RrzMVzqPBYtHA4Hsck4i3VBpnqQm/q2Y3ZcF2PyvP6q4iIcV5WiztvPFGesijwUBFxsInzN1IiPmPfilKoY75pmodBvx+z+VijCQfaaCkiVPkLFxZRusdSVvrB/KoFsvl2iZPfm851vsbzuiRI6yQaTZd+SzQPkdf2tfhUj7bfyCrPH83gX+Lrwono2XlXNxGUxpcqpfM/Ggh63BGqtH/MCvdiurAbsXkAvfE5Olu0wlvouiig/WbiERQxu7d/Oah8mAmR1ovH23IKkui8ePIQj6lJYJSqW+na1eR+eKFrGGkTS4jwiEmOfphzXDuwbSk8m59Y7edHaxFn+HnzSuWfEdtf4zrK1CfW6uy28l0V0ulUlKPXbWHrai/nzMdPdy1QyHy9uYt+50HKUkd2J7M2VLSjN9oyigNHx3ORVnEPEJRxOPBAjMWYtEonGlbTE14rc6DqIy9zHJ8QAZkpCXHLxuO4zXgaRUrBEkSAr7EpnIG2Q45vS81EYceFj4cOCwtjpIOQeUF4qNXJqluSPuVB/KqM1rIVZqsOMUDe259dDG/AIIi0cUkkwJ6uDSYfeglIcmLMUTS17UW2OEtVMSct4pDiNBRQhWdd3BLvzZsDgd+KAoRofP7sJCwdP4+G69dEPRSLYWtSAOvMu9iuXu/6Jnq1MFWiGp3/Us9YhjardvFCwgE34TcpCbC9ZM2Lf1JPlqfxF7GfqI0BXwiNRsDSTqYREBMYY9MI8xY5TKKiJ3VfbXxslNToZ6baJbH7858dzkU4EhKSOOTWsdMf6J/0KtnC5xbkfqiRd6rI53lQ1nFTzQjUELVJTTvY1VUGLaEqPqnIO4umixSxFNZKkt0oyJPtMpoSGu6Z0TP9Tshqz3F3YaDk6rhLoQuaCXKS70YxFggqUxm2TaVhPGCryv7/tFfy6bAP8UgWz+Qc1FbjCOpxJ0qosxPWug+iVaLHS2zZquyRsQjhCaX6G8zFLVYztRctHfGaF/TT28yLV1Jw1GBFDHfZPfPpThqBI1FTpIyaKcIxhgnD69Gk88MAD+PGPf8xUxAgtLS3429/+xt4TCovFgrfeegvFLbsh9wqTIJwsyLIkIO6qOVC3pdcozxW2KKuZYAGlY+kjfmh4xWPSuHM4JCqATaTE6nDqSEswSS+aZP1qfLVzoe1MfM4WsRIH5aVDv9PCQxvxoypohcQ3OYVuYwWdr+LMoVFywQMKHVMYU4X8OGioZhP3vP6W7PaRwZzuTfLZkFqFzrwylA92QeP3QCFNHUVJBvoc/5zTSSNPFMgLdkIXrbmjppQzHF3oVxvRyjT3oz6mlfbo9ae0sB26Osxxd8IQk2nmP+P06WZZPpuIqKDzhKwQ00oK0NndAy/Je4e8qPX2MxJOedIklUlRHJoY6GeD38UcOCa/k6WqWeRaVLgHciaAkSnouGjflN6gkNBvw1p2VMhPynn8u+9XatE7bQkuuOACVreYS4yH3U9ln5P10hrLNsdq87M9pkQ4ri5haSplfguK4IEhRd8Ii1iFg/ISNPnaUqY9ZXq8nD1IdM0owrNNWcUa0BJoHOaH3CgP2Vkhv2icrstk2H1KxaHaiiK/Hdv1UUXN1d7WEWQhfh4eC9LNzURqqfUB9ekh4YFcny8fmcwDQueadAhDhGZVEUvfCoqkTKGSVMUOaCqHbP4yx5mhiP9uXTWKQi5MC45UYuSnUFKj7vn+bnygrEZFaTEGujrgEckY+SZhhvyAC8dVxUy0hUBOKpdEAVk4xMgLSdcbAm6Wwlbht05K9D0kErE6S1HsGkVElPocYc9nJCaUQ87tCG9hMZ42f0pEXBSKaD2Jx+OBRqMZ+jnbehbd1ueg6mvFuYBMIy596z+Bonf+BxOFAe0SNMsK4PL3YqG/G7WBnqRenP8nvQhXhJpRHkneKJJDJpGXPnnic+6S6PCAYS2Vy0XfIL4tEqE45MCzEh3TSF9rO4ENNmFNL6cKrJd8EsZXHxrhdaI2b1zG63FdGbaXL8dH296H0W0WHHHhI1XFRHxEJtG06FSo8NqCC9DU/CQK45rLCY2w8D1l/HOe7IgLB7rebeUrcFpXAr3fCU3fIcxw9qAtvwEfFM5CnbsXm8JeXD2wn2nhHy9Zi/1iKb7Z8dqobb1hnM36tFCPg33y0ijZbmrC9h3Rws5SrwX9ATsKA3ac0FSgT27Exu69OKsuwAlDFRvXG3oP4vGiuSjyWtGnMqHSRZLNNiaRTc0wk03ddqmSiQQQiIjNsbenTLVLB1pMEXmmyBQtZGjqou1x9/PVgmVYZW9GNa+Wx1NUwyax8cS5ZPczsf1CbX6uIgwSbTW25y9AuceMpnA3ZvhGe5I5vKhdwtS+rre+mdW+kh0z2YPyLQ+Pet8HCb6ZdzElULHfqWjaLlExwQwva4ZKKTu9+KRzt6D9TGW7T+A6kvhEUmyvugzVXjNK3aObco5HDWn8HO2DGA/rlqAw9AHm9B4Yc2pQovOdrIgLHxFdLd7Jm4dp7h54g25cbjkEj7IAjxStQLnPgjNiCe7s2cpSvboLl2GzqgTfsG1CQXikSL1ZrMb/GNdhmbcN5kA/tusWM9Gp7TuG08l8jjOMqLhFUuw2TEeV14xV1pN4vHgFs/m0ftmproA66EGnqoA5rRY6z6Iw6GKkKpkYgpsRLwlziB1Wl7HUtGyaFXMIQMx6mBmDbjYWqR8N/cxht76epfCt5fVwmgibP6nEpaCggEVaOjs7WTE+obu7G8XFxWPaLmlpUyEsdTydiIknG+OYqEPtVMJdzt2wipQs51KJ4AijxjeWVFBGeFEyA0uD3ShAapWJbNLG4kELp+KgAyUhOw4oqPZAhPM8LbjScxwOkRzfN12I94wNOK0sxDx3J/NakYe40mcZJac4FZHMaFNvF8LjVWvw9ePPjmhomQukUwHr0eTh+YZ1qLF2oZFHWrIhLMn+PlXIy7r+w7DJVRCHw9iaPxN1zl6sHTjOJKxPUr0Lefu8HqglYay2nsBLhYtYMzSaKGgxz40zIi2E6sEuvFjWwPKprYjmNMvCQRbV3KeLqoytsxyF3ueBNBLBCWM15ljP4oixGm8Xz2N/5wr129UFkEVCeF1byvZV6LNhvrWVyTSLYteRajf+XHER6/b88Z6tGNQY8KoqH3WuHsxwdCOqk5MZqAkmB76gBNfH5tqBvey4JgODUjVcYgUqx0F5KNdIN19kOifkKkWKmo/Od3UwuXmmFpTiOEhZj9IeXzfOwtXhkT27hNj3pHUWSaIIRJJn+vugigRwWF7CSIsm7MN3rVH580e0i1hazpfzLsMGzylMC0QbOBYaXEOqk+cCiYkHZ0eohqy3X4JizcjnK34+Trod47DoUCLwZZb5czTNp/9l3MDqPO5w7Mb4rKgynwtyTVoIi5xtOKYqhUWqwRllIdbYmzHda8ZHBvbh6YLF7DN/Kj2P9eGhZsBWiRqbxJVY5mqFNuRlNlGrk+JN1XT2WerD87hmPpq8bZCHowv5Qp+dpYTt0dWy36e7ezDH2Yly/yBeKFzMmhsTUdhsmMn+bpFpUOC3wyzX46SqBN1hH942zkKFbxD1nj4scLWNIDG/Kb8QPrEMt/V+wKI7bxsakB+wY4XjDNRZrH2oDtAUIyo0FhXBkdtYbW9mRGkyMSkRl9mzZ+O1115jERe3243t27dj48ao/Gu2UIb9OKApR5Mjey8cDYX4R2M8eqfkehLLJYyR9DmMFLquiVjRKjKyPitCMFbyQh6Or9mjjZvMnpM4LisckknWRfxY4T2LbcpqTItYcVJZxGQHKf2GUlkuGTzEyMxURSpjTYvSW85uxr+q12Jbfj1WDpwcIg6ZkpdM609o++9Xzsf83mbWaRcClMLOZRT6HbiicxcerrsAeV4b3iiZj4t79mPlwAm2iDqur2BF/HaFFp9tfgVqkxePFA/32yGsi0kbL3CcRb9MB6tUzSYdmgIp3W+95RhWOaNRyl+VXYB3Y40oT+mjaWod6gIUem3oV0braHxSBRQhP67t3MF6x1DonvrKdBqK8EbpQpY6M9PTiyWOVlanQP1+IoiwNMoZnj48WryCESFV0IvPnHo1pwY/Sl4mb2FIyQytijyUBGxZS7MmsvmTAW5OoHSnVPUe41EMT4svuQCJ0+XiHjSjgKWRZFMgns0C6lPOaF0ZKSW/rGrAZZ7hXkLXuA4z4jLX183Unp7TzGELrT6JBiu8bbjEc/KcrYEhWXVSrnqsaBk+59rOek5lgnSkhf8ZjsBwc/QWZQ0qQzZ80r4TAcfEpmBzc8hEObNo7N/Wtw0/q7iY9SwhVTH6vd7dg42Dh/FGXiNTIdtmmMEK+Gkd8bZpNrbpo0SFMN3Ti1OKYigpmuII4qCxBBGRCEvE0bFnDLlwc88utm56Om8hDuiqIA4HcUQbdYZRqtj51uOs3xcHIi0XWI5ilf0U+x71kTmlKsJBTTneMs5igi+kXlfrNTMhGEpBpoaZeVIXDmgrcFhbgfdMs/HZzrdQNIboSyLQWJROsjN4UlbI11xzDZ5++mn85S9/YX1ali5dimXLlmW1LVo2UwqDKeBCXmBsN6hHbmD52kIbA42XUeRPYuOFsZCnE6I8mKHGN1V7USihpfWwkYxvlpXryAtHYjjSwuEa9xFc5T7KJjuCqz+6n9OKAjxVuBh9cj3W2k4y7/BkK2LwDTPl9lJqWCpUegbw6ZY38M/qtdAGvZhna8uKiGSK3qJS2BUa3NbxflZEhULYXXIj679yrkRdSvwOdq2l4SD+XbkKrxcvwIa+g5ht72DRDyKRDpka2pAP9516lckmUw0S5SU/U9GEd42z2HZqbN0oCdnYBHhSXTIkdfx6/lzkh1xo8PRitaMFR1RlGBQrYQo4UeqzoVVdhJvb3sevZ145fExeK1ukB0ViFm2ZEzFjjtWMC6xH0a7Iwx5tNR4oXYtl9tNocp4ZapI23duH+9tfwc8rLoZHqsRrJYtwcc/ecSAvk7P0J8fEAmcbqwXLFhRF6JYbUONLnLc+WcgkOj8hi3O9As+J63Fj6CjWRtpTfjSX/bw4iGNy+HyYIj78v8HXoIxznlEt5KOahfi7djGucx+CMTw1CoozXVB/5+yLeLS4CY8q5uF23wHBURchpCX+89y8HdSrsVVSgzvtO6FBEJmuqIheUQSj3tOTMdniYyJtChGDL3S9xVKk3jHNwr+KluOG/t1ocpxmxOX+9lfhkihREHSytQM1EN6nqYI67MNebTWOq0uhCvkwLSbScqH1GF7Jmzu0/WZ1KZ4oWIpbzDux1NWKQZmGjdiAWIaFzjbs1tWwnm8tykLWs40DpWdRSiTVGlOjZXpRewWzVItDmjL8p2AxS2fbYD3O/kagSMkdvR/g4eJVOKvMZ/1nPta3DVVxLRnOdUwKcaFIy2233ZaTbdGCtEgkQbvChJKAA5pgdoFNkvyj9KKxPGznCsY6wTkgh0QcQa3YntIIjid5SWR8+EWM3GRe5zDjzp4teCZ/ETZX1TOCe0/3pklpQDeWxTkd90c6duCJqlUo8tpR4rOO+6TwfvEceKUKKFXULDPz/ZDRpYjDuQa61kRvG21tOKMpwm/qr0CZx8LC436JjP2dAxVPzrW1saLOrx1/lskjS2PkmJ4Crc/Nioz0ATdEkTBLv+iXatGAXix3nMHcvnjBhaPMEVPl7EWdqxd9SiOMRIrKl7N9cw0tCXQXq32D7NVrP4U/la1nDcJ0QS8G5Foc1Qyr12hCXnY+D9ZtxGVdu1HlHTznyQt5ICl9Qpulzaf8bRrWdP2mKjKNvsR/NxdgNhsiOEVyzIqQSITw73EYD5tPiCctBFPYi7sdO/CMphE/NqxjTVVv9W+bcuQ0HcgJ99G+nfhD2Xq8jxqs9rWmvfbJSIvclJzM+C2+oXl7s6gSHkgxINGgNmQVJI0eD5IBrvVJIR2ntP3xgDp2rHWefuYI+XXFRsxzRQk6Oaeo0z137el/StcakGpxc/9OZkfkEZKRiIKrB6G5QR4OwC+WoVemZS5VkpK+q3dk03NyYBGKAnZUeM2wybQo8dvwgX46nipcwiIvRJY4FASdWGc7iSbHGTxQsgbP5C/EXHcH+mQGJiZDWSYczrOdYJGcCq8F6+3nVv1vKkyFKPmYUOq3swjJLE/vUF5eNqBio0R5e2T8+a9EfxsvZKtMkw5jbU5VGHHDFlFgezC7uiSa0MarSSUf3L2hQrW7et/HN9teZnmptOCZDHBNF7Nd5JV7BxEQS/Fw7bpx3zctvXtlepgCjqw7+lIDziVOYX0+JmLhm8n5U2pYvt+Bqzt3oMbVhw51Pkvf+v2My/A/NetYz5cWTTHeKpqLbqUBLepi2GVqeCUyVlvF70FBjc3CYjFW25oxzd3LcvWpizZ3TPFwSxVo0xZjc+FsHDVUsR4yX2x+if2NJrJEoG731/XvxjF1Gd431o8gLTQJ3tXzPqo9ZtjkGjxWcx52mqYhwDvOsSLTxp+5wEJXOytcFY3B5pOK21SIwI5H2nCumhAy736s5vHf4gam9DVVbT5/0U+tDr7Z/gpW2k5hf6zB67kGcrCJRWBpcKTqxiHRtUxEWoiwpCIt8dgjLmH1o43+aD0jN26E2k4uIjFetcbjjYKgC6vtp3DR4GEcZOpiwG8qLsIvKy7CO4aZ6JQb8bJpLg6py9CmyEOfTIcwIqxGjAMpsNV5+hjhua5/D8o9A2jw9GFQmrrNB9WzHNOUM9utDXpwd897mOvqwFum2SwVLB6qcID1AiOxirdMjUwhkE9abunbjtWO0yxFeZOpAa8Y5zB5aw5TJcshG0zNKvFJZNzpMN65siOaR47rnhLvMxn4oelq2HFfaBf+7p0HvcuBRmN2hHE8PXKJ7hNNAnVeM/NKNLqjRe+5ANf9NpNlIDcJ+KWijPJ6L+g9wOoshG4/W1D0qsxvZcW4E9VwKlHKGBU1/r1mPT59+o2ceVn41ybZNafzne6KNpW8oWMb/rvuQtjkWhT4olHGF8uWsv+LvVbsN9QgKImO5Vm2Niz0daMhJmRQ4xvAdeY9sAQXYb5tONWFrul2XS1L/5LJvNAF3MgLuLE9fwaO68rxhZMv4qnyJpb/zF37DZajLL96t7YKi51t7H0ae08WLsU0bz9mubtR6zOz1IWvtb2KfrmOpRmQnCk7VwC3tW7C45Ur8U7xPEZeFtlasdDSCpXA9Nh0aA+poY3ldk91UF2MbAr3osl1rWO6JoSp9kf2+fv69/GIpBGviqfhivCwolAmGK+Ie7JzouUkPRsUcc8lyGqQRDNFc8YTdE/ucezAzw1r2fwllLAQhBAWirbwsS58Fo9L5iAoEg1rnk8C/l2wGAuc7aj3Ju5CP14oj6VUrXK0MPGPXfo6pgRW6reyyAW9KOJ+UlUES0zSmBQnG7x9LLUMMQn8G/t34Yj/fDb2GrzDzYlbFfk4pC7HQkcr+hRG1Hj7mY1/sPQ83NS3gzm13jY2oMofjQ6Ss+uQpoKl+xIJ58bbFv00JiiwxHEWc91dOKsqxM19O6AKB1n0v9I3ODRfXmfeiz+VrsNuUhA0TMeV5n3QuRyoxMCo+S/Z3JhqPUGiMBMdATk3Zpg0oFAdeQ+F1qaMB1xiGStaVGWZgjRVlcaSoSEyyCavRyVz8C3rB5CP0YDn0huXilyyOoGYXGyuQGmKpL7EVHnGACFko8nXjvcK58ChNzAve7YQ0kmZFrzH1KXRxfUY6gjGAgq3Nw2eHDfDKITEEO45/SZ6FEac1haxOpQ6Zw96lCZWI5EXcKJPEhUzPWaoQq/fhBfy5sEZ836Z/HbMlenw3eqrohtj11LEPJuycACFCjsWD7agRVuKfcY65PvsrJfMre1bRqTdEWkhvJC/kKXgUYT5+fyF7D0iK68b52Chqw26oAcHtJVY6WjBUXUpqzUqZ6mFYZR5Lfjk6XfwQN0GOOUabC6cw16Umrah/wiKfdk3daV1Tr9ciwHoMN6aMzRKbRIlK0idLBBppJ4G41FDMZHzgdB96ex23Ko/gl9IlmM+elEFx5QjL4lsf9R+5dbmOyVKlhJFjrDxvi+FYRemBwewX1+FDZGzYyYriUgLl97NFEIjEfRLdNAGLTkTgMgUja4uptY4mbjCcoilZB3WlDG1UirCp55HZPMLA84h4nJaXczqo7dpa1nPLa4utVKmxZ/K1g31bCGIwyFW69imMGG54zR26OtYTRCBCu6VkRCrU+TwXMy+B8US/LziIhY5/0P5hqG/H1aXs+tEBOh9Qz0TFiBRGKp7XOhshwRhRng/3/U2/lKyhs1TrxpnI1CgQIHXimWWlqGa2VRzYKq5cUAuwYCqhFfpPP44t1bLSSCO5Y73ynQJF3PJLnou01M26+uhDvmwzNmaEXk51wgLH6sjHdiOMuwSlWJVJDeqXWNtsJXKwDokCua9uNa8F7nEROZO0yRM6WLZINOxRlLSlC4mhLRkkgOdSdSFogoLrRPTryMdiaG6Inpxym5ylRQdChMbVwGnFPu0lWiT52FQrhvxPYtczxpcEiThIMuh9kuiqQVUoHl+/xE20c1ydqLCM4B6Z/eofSvCAeYpG5BqUBKw46X8+UMpaZRW8LXON9Aj0+PPZeuwytaM1/MasUdTBZdUgSvN+/HD6itwXfsHLIpkCHlwSdceFnWhnjKdqnyWmvaIugBfPflC1teP7tU0Zy/ceh3GbzkXBREjukNk8wsCznHt6J0MJ5WFOKitwCUDh1nD3lxhKs8JBrsNGwxn8bq4DneFRxaMTzZ5SUhaEG0WW+8Z9nrnAtQzg14ThZOyQpRT75DIaNKSCVlJFmnhp4Fz/dEmE7M9o23gZICiJ1RLQi/EbE6fTM8IzPxYQf0ZZT6TZXdLlSOcmeUi8RBpkYf8zOaHxVGXDqWjUVRe5mpnUsvk/CLSEo+N1qNoVhSwVh+bjQ34e/Gqob/d3/YyS4n8YdUVLKXsuKoEP664hKV2E8lqLShg0vs3mXexSM2NZ9/HP6rPZ80uEfQwmf9XShej0m2GKeAekxqn0t437jafj6lrITMA3TxRODC0wBKau5dJjl+6BRnJ5L1knMtyDImpn+sTVCIkUjLZEG7Fy+LpaAp1JVw8xBvZVIX7Y53UUpIWsQIPF61kC8A630Q+YrlPaSz1WZkSUrqIy1jH1yx3F17Mn4+d2hpGyJMh17myU0FlLJ7EkLZ+WK2M6xkSZqlgHBa5hj1XnljB5mNFTWhWFbOuyNeY92K3pgrtqgJWQH9771YmYcydKy38Z8ZIS3x6Hv28hLf9Wt8ADqjK0C/T42rLfvYeEZob+nfh2ZiXjiYmwl5tFe459RpTpOPQ6OpG4+nuaKpZ5Qq0yZSMCB3WV6DR3sE+06HKY98hcQChkCHCcq7HG3Q9KNqiDvlZPdJkoCxgx+mgD/8qasI9vVGp9qla15hLkHrdj4zr0eGUoUKb/b0WYufHkk5MY5vUnSga+a22aI3YuQK+7aZrcFH4NKxyDRRKxZgISyLw52SKuBBp+b1+Fb5ue2/IBp2rstJjAdWVkDIXyc1zEMfsLL24OjsOVLdIqo/UioEcR4RrzXvQL9HgfVNU6pjSuUhxjf+Uc+IgiVKyKdWMXoR6bz92q6twVpmHawYPDAkM3df5Nv5RvIJJMPvEciYKs09XwxQl+dCEg7j3zFtsPztM07GpeC6LAL1RPB83dmwbamBslWlQ5Rme19KBzoUyBCYS59bKWYC2dLYLnnhiQoNQEokIzmGl3MiP929jBVkfNtKSKo1rfqQPr2A6togqcF5MJjOVHKNQIpMNeUkW0qYJ7BeVF7MagBv7d+JcB6lR7ddUYYErusBMhkTXIhPlIUq9JLlG6kNCxIWaLdL4nuPuHneikettjiUSRN91SSUIZxBJ5aKuH+vbzlTEfJ4KtIulrBP9ClszNthODIkecOf6Yski1nNFHvLBL1Hg093vsTqj/eoKVqD51c43hrbPuiRrKtCtNOFS6+GhSYxqt0jbn4pGqViTZDupB49dq8MrukWYZe/AAtuwYAI5G1YNnMQCayteL1nIUtU44kKKapRWuWww2ktgKoKTP88FyE5kcp5EnC6xHkEgQeFsNmD2C1MfmkgAayIdeFHfiHvC+8a0LbLzFGUXkiqcTmY53v7/sWw9BmRafKXjdSgmqUlqLkgL4bxwG74VPA+fiByHVDS2ZzFZtIW7tneKd+HHxvVMHtgtkmOXogIr+0dKUf9vQJhSeTMYN9wYo/oYisZY51agD2J0KPNY08mrBw+MitIdVpXi6cLFzDk0INfhuv5dmE2NLqVKPFK0EjeYd6MiVndD80VIDBzTVmCep2toHiaVsfu63mbZERQNeq5gIS4z72ck6G/FqzHf2Y41jlND8wy9P9vRwda2nco8HDNUDkntU/rzSW0pywCYyqIl587qeYIjKJRTTrc4k7oF1nE+FMy5zGUukWtlF7qK14RP4CHxfCwO9SDfOPq6JvIMccaTT2TiSUw23rZ4zxB5Td6M1QYQaZn6/kwBdQQyLdOQzwaZesxoEUzpSQSS2qWiwCOqUlxkPTpUX0AqK349cFFv9qkj49WMLFfpoBQZGct3rSEf62RMr2TH6VREpaOJtBD+WdQEd+xn9r6IZKmjkyMtKoi0EHbqakfIZVJBPkVk6HWJ5Qh7j+ptrAotNNLRE7FDqmK9aL7Q/PKIyWqN+Tj2GGsxoNChKCZKkAxEaKmvylSe7IQsVHpkhqECXSEQ8zqdf9iQaq6gCMD3JGtwVJSP2ZHR3tlUzishUXehxxU/L5D9dzqCLMefSAuR/4lM6RoP0kLoEWmYshuftNAcmquoCx+cjaEVkFMsxz5JCfaVFOHywcOojhWNH1aXYat+Ou7o3Zq16uS5kN2QbQ0TOf2CIR8qXG0jIvHxoJ4sJKFPpIXwSt48PFUYFX4hxHedezNvHvuf0h/5DkTKNiKCQy9ufzRfUOG/K5aWzJ8PrUExDhhqcFXXLlzVvXvo75SmTHbwrLoANe7U507HRlH6ybj/HwriQrl9Hn8EM9AtaGEqZDEzmUWf2WIi5Sb5oImLXq+qZuJWDC+gUhlV7m9870+qyS7+3NIRGW4C+Jt6Oc4qC3BX9+ZznrQQjqjLcEBTySaMiQAVdlPhIWGeqwPeQARdShOaRSYsQTfeNjSwAkP2d9tZTEPqBe54E5jJaoaYLSgaQx4zWo7YYz1vqAaryjfABB965Xr8pfR89j71h+HgiOVTk2wnFeDziUsiUErblzvfjP4SlwbXaG9nr0RYbD0Dc1zNTiKQx65HXYBZkUGIFON/D0jxp0MbbdyWK286Tf6ZkJZcYiKdWLmYJ7QI4PrwcTwhno3vhbawSJXQxoeZNkhMhUSR+SP51XhBuwDrLMcm7X4mVAmNcxqluuf8ezQIJR4UL8DHFKOf8fEgL1yWCTn9KkJ2bLQewTFVCdqUeYy4UOT9VVMjc3hs09XhvDS25/8wEiRJTKnDtOB3xew4qYc1eLpZXSnVz1C6b5syf5RTRBSJYJ3tON4zzGT3J1U/Otr+1zteS/i3MqkXn+vdFC0WjJszFwV7mH2lGs5EGUf81OYuUwmrR5oIm/+hIy5HZYU4VFCN6c5ultZQ7uXnoU/dRU0uoi6TRVbiJ6JFAQse8dXjo/JTUOWN7AUvTTJRBa2+UQRGopSkbWKZCZEh0tLo7IirTcDUmczkYkFjgJv0yJN4gfXYqAiA0KhEps8AFT5TYbkrFmKe72kbUiGxiSR4r3om6t3dUPl96DYUYZo998Rlqj6/8Uh1DwLByIhGjTu0NXg5f/5Q07Nyv4XV0Xy147WhzvcEIi9MhUwkZgWgulikjaJgxX4bK/CkfGpaSFxoOZqxPGu6a3pGnsd6YNC2tSkK0NUIojAycSIVJIjwat40Vr9D3aRzKW9+rpOWiZoT5kX68IhoLtx6PQrE3owaHvIh1OYLTSE7I412H19nj4poTJX7GG/3hd6/faJiNMosWC5LLA2cCXlJlSY2tP/YYrhXokWhxYwZ6McMbz9zrtDrkaIVrI7tqoF9OKiu+D/ikoGTilMEo35yZFPJ6fex3g/Y9eVAzS7JYUg4pSpmjdUJZNmpjmWx4yz2aqvxWNEyXGveB+MY1UzjQaSFsiq0IT8WuttTzhmTJaIwtVcCAnFx7wHcd+oVNNg7R3S1Hq9FDzUbmgoZ31OFtBAWS/tRKXbiv0NzYQ9JhwgLR1rE+coRr/i/xzfKytQrl6zBWX2gH9N5RmEyQBOWaoyN4Oh7JPlNKlbTeNr2mTb+4z4v9DsRb7T4NkpboqCfOlV5+NXMK9nvG7oOoFVdyBRW/jcik+tJn9srKR4iLfd2vYvTqkImZUngkxbCGWUBIy2znR1Q8OTeDSogLJGgSuXDR1yHcFJTgi1Fs3K+CP576RocUpfibeNMTCVU+yz4dttLuHpgPyvQnxDJ/Sk8XXL2byLnBJNRgktlZ/ELz3y0hzSj7Dhn3/mv+M/wQTafb/e539O9OHDnXhWyYk6sgeJEIJldzzTBNdn9OyHKwxzJxDkFuOMe9I4UNSfHyQMla5nq2FWD+9nvZ1SFo9KZxtrw9MMIEgfiSAsRPpLTfrYg2luoXOEf2ShWr4ZZrsc0fz9miQeG3qerTOm4QZGYbYNqsB8vXJbzY/1D2Xq8mdeIbfq6KbHOTYQPxehiXV0RxixnV87Iih8iuCTKUTUulJZ2UFOO5fYWWCQaSEQR1gBooqMuuZqgchW2l4vC+HrpcTxiqcXXehbiooJ+XBjoh1GWOBJC5CU8EPXS0YRG0ReCRDFsLDP1wiWKuujDXrglUe/FRIO7r2TYtyhrsNrbmnWRM42TFlUJW6RRGmMuCtf5EYCE+xTL8UxZE5oGTg4dd4/CgOfKl8Eq17KmiTe2f8COiTqyV7imTlRrKoLGweslC3DQWMN+/0bby8y7eWvvNiZRHL8Ap/GzDH2wu4/jNW0D/HIF6+PjiXnjSmKSpSt9baywcp+ibOh7uVL/qfAOoEOZz7pIXyVALfGksggvlZ6HCzExgiylMXWfXMEsUaMgNFJFjXLFHylqwhrbSdikauZtpghPLgQLztWIOzdvXCs/A50ogJ95F2KRyoJL/F2olgtToSPykigCkMmclGh+oPQZumcT0X8k1f07Lc1nfTRqY/1QsrmHPkhwWFyEOyWp07GERF2ERFvIRv1DuwglQQfmSwdBMzQR9keLm3Am5pj6aN8OzPL04CcVF7PfqflyoushNML0Ycd+TQWeKVjMfv6UfQdmisxosNoYmaFaGOrTwwdFtu+zvY8/6FfiQcky3OA+hDPSPCwXtxNnRJk6AJPDjCK/A7+q2Mgkv8kW5gqXDBzESwULWd8yt0gKTZoaPotEhb9PkM3/UBGX8YiqWKUabNfXYY6ri+V4k5ITodo3wNI6ziry2WKBNLipcyg9vPHe0omWJs4Uucw1jhrNMD6d34JWfzde81bia82zcGd5O5YbrEMkhYu2cL8LOcaxFHO2i/SY6xtWUZoo8I02U27ynh3zQocKoIuTLNQcrpFERqcRZ01eaDy/a5jJet5M9/ThIudxSGKf2WuoY4Xad555BwZlhOXI9iijsruLHcmLEP8PwKuli3DYUMUuxdXmfUMpGVx36OiYGflMk5ftQm8L1npb8ZJ6Fv6lXQBT2MPyl9d5o52aCTOCZjypnY+zEiOqQ7nL6/943zY8ULImbdNWp1iBN02zcEBdgehoOPdAC4B3TLOw2noSxzVlWGNrZgXKpCxEkR1dyIt3lIW42BoVPOiW6XNOnKYa0s0RtJC6vLgfq0NWvOkswU/65+A8TR9uMgzbXM4plc1CmoOQOYBzXHVK9KgKjn/zwnSksyZoYcQlFdLN4ST2TemfRA7TIRV5SXatuesaIKeKvwrbDFWM+N3m3MvmKzrHHaEiDEij6myc0AGdlU8swyxXF3QCyXeqep9cIxuHwHgc00F1+RBpmR4wMztNKAq72CsZqkN2/NzyGnYoqvCEZj7rx2IVKzHb38vivnR+aoSYTdpimIHzbblLi1zmamPOqtOKfLYO1gSSP0tvGhtwUlmMicY5T1ysEiWi/alzi6KgE1cOHsQuTTUrTFviiHrLVbEeBfyc6r8XrUSTowXLnVFjTb0ayDO33nZckMrORCuM5ZKwEOKNZY3cjc8WtWK33YA/t9fAHxZjjWlQMGFJ5onLNNrSJdHBLNOxnNGJRKJ7mWntQTKDSlEQrt4knqzwwf1NCIHhkxeqnXioZDUj5KTIE19LY1YZscF6LEpaYrBI1cwzP903uSl5Uxmk1HJcV46lg6dQGnGOUJoR8uwrEMJH3IexzNeGl1UNjLws9A/bIFPYi5rAIA7Ji1HtyR1xocL3yyyH8XDxKvTIdEP51vGIIIJ92mr2c5l3/NNaxkO/jLyWN5j3oE1uZOpiVBxLPRRoT9xzcGmMtLxlmMk80Hf1bmG/t8tNOKIuZY3qhOacT6V0mmznBM72GyUBXG9ox/maPvy0bzacYSnuErUk/V4uSQvf9lPEYI+iHFe6j01a13chNl+oBLRcr4DIHYEjIoM+S/IihLT8UbwEQRlwk+sgaoODI5xsA1oT5ri7RqizyXUKlj58i+8gskGisT+W+5SLZynXx0Q4aKxmaYuFIRcu94xcDya7/9x4phl5ha8NC/xdeFo9h6XmXecajnrTtpr87TigKskpcSFcPbAP36++Cm2KfJSnIC5H1OWsyWZNIHvVzWxwzsfvrFJKEhvGUVUpU23IFZa6zuL2vm0pveXUq2FpjLQQGl2dmOvuHFEXkA7ZPCDZNGkcb9JC4HKZl+htuKOsHe9aosWS2SLdMSe7DieCBta7ZSIV4sYz9WO2qwteSLHHVJeStPAh9HNEhujZ+V35BZjh6cMVgwcTSgCX+S04TXUXPBxVlw1FDf4Po0E5ydSdvsRrYdGrJTFbEZ8Lzq9TSPQiVIbsuNu5Eze6D42ySQUhF3bIK7FDXpHRODyuKsYJVXKvGUmCLnScxZOFS5NaQV3Yj0sHD7IGr2smQGWIpLk59Mp0aIkbk2NBld+Km807hxq/JcJK+2nc2rt96HfqbH2+7QQTskiHqVIDkKhORCiS1akUSn34fvEhbHYVwR8ZG7mkhXUmpIVAXukAJFjEI/VTCZnWIenFAayVdePvvmgDQyHgE5V0BLEbGnxXshbt0OEux05MDw6MsiuVQSurYeTXYRyWF7OIkgq5k8Llbz/T13gh230wlUilFu0SA65wH8MVMdIipBYt/u8sndh1AJ927ER+eKRTpCpoQY/ChDeMszOqwaM18qZYXWUi0JY+1/k2Xs2fC3NM7TIRburfyWz+AmfqnnK5xuRbzzFilnQkGywJ2Fi++HgifhBrQLnp0SzDQWesn0uaruaTgdynhqVHrcqNx3rKstp+vFRyJiljtFzfpavBYufUTl9K5HlL1nwz4Ani4p79+E95E2q7WlmhXjysngiMKtEo8pIu8kLpkE8ULcNNfTtTKoWYgm7W5GromCBmjQ7v7d6U8PPkAe2X6VgvHZL5pR4jH2bQuAuKJOhWmdClzGOpYRa5BuulSlw/uHdI8z7ehmTSgI+QaHzc6D6IffJyPK+ehefUs3GLbztqY30XUsEY9EDD6wtEEeaDmgpcNngQh9XlqPGamQTn3mAVumUGlMU8cPHnsBpdqHM6UWTUY7xjLmXKaEErOXyoNojG5URCHRn2fnOypMpIKKXdnwpkZazzgBC7r5MEkSfxoTegQmWCepd0i+mxpAZvVdSMqikZj6hLJvcym5Ru/j36iPw0vuFejuNBIxqkwqKpQq/xD6WrMTfch49bdyV1s+aH3bCJhx0FhP3yMiz2dya1+ZQ6/3ftElbXOTOWHnWuI75HHAem9kUpigoTS6mjnljtUgNWyPJxs+sACsPupOOAu8+Jxny6hquEhuAA7rNtxdPK2dhSfQWuMO/D0hR9YzhQ+is5KPlE5oXiRbjMfZxldYQiIjQG+3C18zD6DIWoTnKvp8GDO5x7UGLUIhqLnhhMDUs6BtCg4edYciQinaEiubkwxNCmaeSXiYGiwXs0vwZrfK3s90yM5URMavRwjJW8ZKoZT+IF4Sw8b/GGN9lkluyhflM5A+JIBEuTNPwbDwi9h9nWJlE6V7lnEGU+Cw4WTcOSnhOjPhNPWoSmixXK/FCHfCnT6qj2hZqOXW8eblhFilj5AWfChSOlzrxlJMKyB7qgF4oERGusmMjFYLLnmetITLbo3aJGHNJXscV0sc+G8/sPo8I9CMmc4qEUolSkJVVD1kTf4Y9/usu0mJjv78bX8y5Bi7EMjR57WjtUwqvToGMzScM4oilnL3ICvSKZhzscu7Ai1AOlKgCNkperLpKxRbwols5Gi0bXBFa5MG8o8/qK4ErjKyJRgyDEQ5LS8dtJhVTX8IS6BDPdPQl7KkwVspILZGL7yWufjS9+LKSlVWrEDkUl7rOP7nGVS/IykaSF/S4K4xJZO57312CmZD+rK8oVZof7MS1igTqJs4xs2vPq2Vjmax8hGHBSVoAbXaPTxBwiOX5tWMNSmvRhH4zhc68fXib3n67PtnAJ3tPXIyiRMpJHNvijrv3w+8pRHOhLSVgS/Z6sEXeytU51yIovuj7AH0VN2GSYmZa4RG1mGEVwAgrp0PN6SlaA3xlWY1qgHy2yQmxwN+N832m4RCOPlWwokVOy94QZwQG4oMVE4sNjVTM0Lla3FEXqEGQ5vAS0cOBIi5BjGCsmWlFGyMQV37OFSIs4jaGNL97MtL6FD1pImcUapuJ1rfsw9DrJlCkGzOR+8Y0V39NDi+T1fYfxz+q1mOvrQYHfkTQdLB1hGVGUHw5AG/Lh5by5uDNJc0vqmUHiFNN43YQPacpZOl4i1HgHsCrQhmkKNxoChwEd7U8suHfNVEOqxY9Xp8Vvyy+ELBzEFV27sSDUO/xHBWBN0xk7kUMhmZOBP7ElisJQbj2p1zygX44+sRZ3YndGOcHTgoP4jP0D/Em/EjaJCvN8nRgQa9AYGJ0OSKTFLZJBw4tATBbSFf9SA0+/OGoPMh1/qT6/Ej3UkXFCp9Ox2P5sHViZ9AuhNGnxBJAWug4WewR+kRTPqedgbqAHxUmKnsdaHJ7pmMn0HqW6J+tknXgvUIrNwVKcJxt77wwug2FOxIz/SGZhY7A14QK5Q2Jg/VzuFe2HUhb9+wFRGWpgQ6GO5p2R39FE/LjAcwrFISfmJLAXHyaQo/qreZexnze6T+JCZ/OIMT8Yl02RTYPWRLbek4DA0BKLUojvz7sEP6u4CJ+1b0NRRHgUWokgvmd5Cz8znMdIS52/H4MSJdSRIHvx4RFJmc1P9pxNBM691UOOinTK1ZM/0U7GxJWLqEsm2OfQo1A+NrW1dBMaKa+QV2i7MloczBmSeTwt//FQNJmIxTc/bYxbOFdJXMy7e1RfgbXmY4IVxNIp8FX6BtGcotaBhCl8omFpafK6nFSVYIP1eMLPF2nCKPJOXMRrMslLl9zI/qeUufzQaIMuiyNrQie0REIVydIL+NucYTczBbrjimKc8BVgVobpGnVBC34y+Cq2KqtZzcAaX+L7SBPmVCAtQp9NI4Ln9LQ3FXp3pUO7X4WBkAIlMs+4kRZaMu8RleDvkvlA3nDPLqonEIKp5FQUMh9LRREsk/XhRX9NTogLh9qILeWxGxFhqa+kakUWn3BIVIgl4ZHHwF9Ur5oEFc+xQGgz63j4YnbkNscezA/0JNxWonsrhPxzNj8RiVElITCUQ7TW04LNqml4WzUNH3Wnl6/nQx/x4UfWN7BfXop+sWaE+AsfuoifvSYTWT29NpsNzz//PE6fPg2lUommpiacf/757G+dnZ149tln0d3dDb1ejwsuuACLF0fl4NxuNx599FHY7XbcdNNNqKioYO+bzWa88soraG1tRTgcRkNDAy677DLodDp8mNl6KMf62+OJTFPEOAwGZChTCA8Xh3whwRMaTV7vK2rwmqoeAZEETd6zTIGjJORM+WDFT1rpiEwuJrmxLDjiyQuh1mtmhZtcmlIuZMO9YhlMKVLFqMP728ZZbMSK/n97ZwHd2HXt/b+YwQxjDzNPZpJMJjBhxrZJQw00Tdq0TcptvravnEJKr037CmlTSiFJAw0zNclMcJh5xvaYQRbDvd/aR5Yty4IrWZJle/9maY0s6dK59+x99tlwABwwVsISCcCZECY2Hr0pye5PKgWWzHg5aKjAGtdeVCS036C3LMVxEhVbsn4W/1li3leqPmKxa/FNrMNvpWX4u3UFbnWtR6XkHXTvK0EPCadNMMNzLCF5T2EW2dyDQhkrhfS69ET0cKqD0KsKo9t2owz/0CxCJ0wi1GmVfBRz5R44VX4EMqw5UUpk2/61Ki/q1J68Hr+3L/051MALE8Johxkz0Ac/NNihqsBl0u6s5Wi65ziXQkO5kG0uYbrz26crF+vdHG/qhMo0Uq5rjJqcx0+x36fL8zUl8bZf4tsJh+TH06b5mBPuxqJQ22DZfSWQXl8RzJ9hXCiylohkWPz1r39FWVkZPvWpT6Gnpwf/+te/4HQ6sXjxYvEdGR5XXHEF9u3bh4ceegh1dXWor6/Hm2++Kf4nQ4cMlVtuuQWBQAB//OMfMW/ePNx6660IhUJ4/vnnxWe333471Or0s8kGiwam4Nh3iGw5oC3DlLAL2gEllksYUbGUVq5GC6FRUbJm/iqPxDgIB+7SroZKI+NzrtdRHXGLGYdcKKXZt0z7iD3Pc1S92GKtxZr+/cMMkXRGTDKDhYYW71mnYZ1tFgJaHa5oezvl9pTHYooE8Z/y5XBEvNhkacQq98FhSZ3jwWhRej/SJcPHGy/SQJUrWmcn/vtMx1VitMRCL2PhlMmMmHTx0R+XNuEZ1Uz8yrFGeE5+HXlOsUzM9bkNW4avuF1oUhWzKDU6NBYY5DAMA2viJGtfpWVy80GhvO+U12jTR4YtLJyOiF+ZfqBB81c1p4piCDdGNmOZ3Aod5BElZsf6WVBy/+IHtemI7+/zw37ce9SJsKwSHpjRsCdix6PBGTigseNK/R4YrMmL39DzsdDfi0c0C7A81IKN6hpMl/tQCV9W7UHPdabfJCOXe1mI/pNsnx6VBa0aG0JhtZjkIeL7Ey2mnSjTE0Pp00F9J9GAUeJtPw9NmCV58CvLSvxTtRw/6X4yY33bbNpsrPsXkfUd7urqEl6VG264QXhEqqqqsHTpUuzYsQMWiwU+nw8XXnghdDodqqursXnzZmzatEkYLH6/X/w+9p4gLwt5Yi655BKoBrLOrrrqKnz7298WHp3Zs2eP6gJztfKzffiV3Mz4fS4CZZLS9aY+TqGUWKFCxZJ1yvagHnMq8+9WfFI9U/z/g8gr0CWsdF1KZLp/pMAS74eSpOw6T78oQGC2acVTFBtEZ7sI61G9A49VLMdN/e9gnrsDGoMsEvaS5ghAwnXt6/CGfRa6dFac27MNc33Jw/FKhXz1n2QDotj1ulV67LBEK+d5HfbBKjLpFHcmoyWdgkuXA5ZoxNCzca68Hy9jKubIPeMm3CgTiRNW+Rz4FAI6vxliHXJi/Ld/Orr0Vjg0+Q8fbIFFGC0fj7yPZXJHztX3CoWSfqVU9yabxKjQBKFVSeixOTBlIAwv13zQH/qOwcnao/i0ZStMqkjSQXHs76sMe/F8qAE7VdU4SduOY7SdQOHX9yx5WfWwep74/zVVIy5wDOlBYjQGSz6qrM5FD5bK7diBSlF4odD3pNiTVVlfUUVFhTAqDIahG0FekWAwiLa2NvE9GS0xyNvS0REVMscffzx+97vf4fHHHxceGYKMlXA4LMLHHA6H+Eyv1+PTn/704N/joVOMZQfboKpGrexB3WBASn7JJikzkQ7JiNMt/VBXGBUtPkmzFPGk6qC0iF+HbIGdqsiV4KAl0/OQToEl+y6xDWZbPKIyXrvaIpLkcq2aU2sMDcaHx9fvT7UYF4VC0cKsg79JY6ykaoNizirnk1QDImtcWCK56RN/m6uXZbSFK+KPNd/VhV6qEjDJyNagGS/P5QE4EFBpMF8u/GKfSok9t+2tBjQY/aOqFpkMWvKQWCgrz9fK5X7mc0IzX0YLQfO68wwubPUPGS7Z6uX49l+i7Ro0WpIRuzdGpwEX6RPyVtKEqU4WLjMcwAPB2Wi0BAtmsKST+4YMxsuJchN2qipEDnDMIzRRyLoXkpESb7SQ94U8Kh/4wAfQ2toqcl7iMZlM4nOCvC133HGHMFRiv5s1a5bwzPz617/G2rVrsXz5cuG5IYNHCTqbHgZZWQnRiQrFoDoRKKi3JZPxkthByVDpCWjR4jVgjt076tmFxHtLAQLUIdORq5LJ1eBRerxc7kFiG1Bu1IlyMx6zL8Z1ve+KuHmlBQjif7dJWy5WXFeSa5XvymmlhpIqXqmu8+7wc/ii5nT02+1ooDKTCjxrmZRcPqvtTTX4sCNUCYM9fwOOVO3lt+lR6pTqc5rsOUlGmaSC21X8BNlUOiD+2d3Yb8eHao7m9fkl1FSrTJZFUrQOhSsIMZZRDpkMkTOtbfhD9ywsMfaiXpd9qWHaf293BBpIWKgZvt5NKrmQ6IGJJ5togWx+WwxGG3lyDpqwO+JEi2TBqjLPiP6gSpiEzQYlIZaZrmGWHITfo0W31Ylad3YTHEomT8eSnHvoli1bcP/99wsjZNWqVVi0aBFaWpJXIZDloUGRVqsVrxgajQaf+MQn8Oyzz+K5554TuS9LlizJOTk/m8FHqXeUdEos/nrGetYtmdFCvNluxwybD1ZdemtfaSx0bIZhH5x4Q92Ia6StGE+DmnyE6MXPslwq7cYf1UvxiHMpruzdkLWRsVtbgQctS3CZd9uEHATm654oEeLkrTpVPoTH1HPwSWlDxkphmWbl4vtD/IAvVRx6JpZqu/FkaHpW25QyiRNWpSLjlZCPtq9R+1AjCtmNvb6Lf36b/UYc9puw2NoPDC0PNGo80OH3mhViFtlaQKMl3+Q7l3SZqRfn21twV8dC/Kh2IwxqSfEMP8mU3ogOPwouw/Ha9hHelkzPjJKcqFTfJ8vpSbevfD+/hZB3dL/ON7Xhl11zcabUBbM6mtelFKVRKLliRQg2VUgULsrX2CMVxZ6synnEMXfuXHzmM58R3hSqMPb222+LsK94IyXeOEkHeXAuvvhinHvuucJ789JLL4mQMtp/fNjZaBgLg6aQg4NSGXikMloISiI0a6WcOmqyMrAhWYX/pzsVfbIB10c2Y6Uct1ZGiZLtfUpWTSTZPum5pWIE10lb8VXNWlxmtwivm1JvkVelxT+sy3GFZwuWDpRyLJRhktgGSmeVUzGaPpuvfpNsP2dK7fi6dzr0tuTHyBQWlovREv95umvbJzmwSFM6YUWFoBRnCcdKTitdyDQblDy/JPPVA4smRvLgbaHruNc/D2+E67Ba24YbDPugSlgQr1Dk0m653O9sw73Osx3Fe75yvOMrx6lTMqy6GofGYcCf9k7HXL0L15cdQDi2uFQJUirjm0z3a4HRBYc6hKMGB+ZZRobqx4+HkpFsTJQvT2WnbIRf1mCmOo8zCCVCziMSMjYo9ItelLC/fv16rFixQiTnx0N/J4aPxdPe3i5yWqgqGf1/7LHHiqpkP/zhD0VVMnqfjqPzz0dvmhKuo0FptZNsq4Uk5nGkwuWYi0PHXItSIdl5J7pD48sCelRWLDeEsdsW1zGrANmXZHA9DZADEfSWz8P++VcmLY98OGLFgkh0vYypuga05nEF4dHe91yrxvTXLUTTCddnVSJ62Hf+CC5UleNdLMcCuWvYd+GglHJxuB36apwuS6gNTUPiMmGZKsCM9ppd1QtK6rnOFzRnszpch02aOShTB4f1l356rg1Xpuw3QUkNv6SOGvuNERhCoaT3P9Wzmazt44/v8TuxTB1Ck35V0v3mE5/WgkIzWrmfjz4+mj6QjTzI532Kv+5sz1WJ/Cdvy/n1Buy1zxLyPNN10Pl4pi5Gq/GmpMf0yFpEQrVYTYs7647isCq6tMJ4JyYDlY4FEjl9thG7AjZUmzuhMyqT1wd9JjjtZpxo7sBB1fEj7oeSPpHr8z3eZX6q+0TP/+qZduzRSFCb3cPGQb2mWdidUCY5nogEeMMahAySqBJn04aHjYWykQGaJOfXHDLh7LAJLaZZWe2rVGX+qAwXMiaeeOIJUao4VgWM/qfwr5qaGmHEUMWwmLFC67nMnBmtAJWMl19+WYSbXXPNNYOfWa1W4WlJ5r1JZGrz83B6m/MWR1socklupwH8zAMPJv2uWNeZ6bzTeVzW761Br0bC3BnJK8Ak877sxmXQbH4M0/TD82IiMvCdphPE+2+Z3kGjZuxWbc1HWdFYu9JgdubOfynaJtU9r5a1+Kr7OMyNvIepGeIzfNDi1/Jy6OXNuEW9GcYs15TIx6wYKbBp79+X9Pkqxf6bTd/d11+HNwN2fLZy18i+PHCfqc/0hrR4tacCQVmNvV4LdnksKNOFoFPJ6AzpMcXgxyJdDy6yNQ+Gg3R3R2BVhbM+3/6IFs+2rsCXq7Zjpt6Tl/ZO1ya95ik4WLEUhaRu51NwuI6MyUx7PmaDU7VfNvKgFPRAovz39tvwcls9rp69S/EM8iHjtdC9+zCqVb4RZX5vctP6cAdxge4Q5hsmxppC1JbiPqfQ7UqYIQOvdy7AToMLF9uHxj/J7gu194N9U7HeW4HPV+5Eo96X8rnJJRRViXzM5npLRQcoHfuY/Ub8v73z8ZdFG0UBhdg4aHfVpZjb8ejg74MRFd5od6DDr0ObT4f3u2ywaCMwaCT0hbSwqcOYb3bj4qpW1BiCot94JI0I6VNnOUkry8C/OxeIYg4zkzwf8e08muUuiinzR2W4UNI8VQCjymBr1qwRi1GuW7dOvCcDxWw247HHHhMLUlI548OHD+Oyyy5LuT/ajsLCXnzxRZHbQtB6L+R9mT59KCZbKcluwlh1hHw8EGN1nUrPvSukQ7k2NNhhh52PpIIkp54Nihk58QZMr9qIn7ctwz1T3oIxLn73v55q8f/vp7wFk/g8f2072nbLV+JlNtvHn7NP1sKj0kNlM8CgSZ58TYUM9qjK8U/1QsyTu3C1tH1YFbFihkAkq2+faZti9eXR3iNXRJdR0f2ppQH/7anAClufMFbWOLtx29QDsA6sd9QR1GO/z4xfH5mOPREH/l/5VhwIWvANz1L8rO59OPpdis+XFN9tLSsxS+8eYbTEtk/WpoWUXflAZ9NBP/Cs5/uZKFQ8fCEohuGfeIy+iFbE85vKRsa1h2Q1fJImbQ5jYjgsDbL+x3scLtIdxKWGg4O/a5VM4v8vGTdivjZzXFOhn9nRtG2+z4307d6AFZWa5OdE7U2h1e1hI/7WswBuSYdv1GxFmSakKAw59r5UxjaFer5zvY54w7A/ooEkq5KOgWK80WbHn/fWot4cxGybDzNtfnxoeifqzNECG96wGrv7TPjXnip8ac9C/N+CLdDaTfjEtuU439aMq5yHszq/H3UswLaAE5+qSL5Q6HiQ8Xk1XMgwufHGG/Hkk0/il7/8pfibkvNPOukkUXHsuuuuw6OPPopf/OIXopzx5ZdfLqqGpaKxsRE333yzWHTy1VdfFZ6bqVOn4qabbhIVyfJBMY2ZbB6GTIlc5IZUmrie6djprjfXB5i8INvcNjEAs2mHz9yTMtrQZcW1s9qAZPuPO594A+aQP3rP92grsMzmgtQXwBueSjzQNxXfqN4yYLTkFyXXX4iZ6WSkK4Wbar8V3VHD74e+Ffim6V0ckmzYa7SjUzYJ06RXMqBVNqNC9oqE/lVy+pyWGLl6kQpJPvtyvs+XjIQn+qfgfFvLYP9Y563EM/31mNZYgx9vj85IGdUR/HjudlToQgl9IGr0VHX5UaUPot6wE1/esxC/0CzAu65oiGRPRIeqLM77nu7ZiECNr1dvy2s7HAmaxMroNTlUNso3peq1U9qu8X0+W5mf6ZiFGGw3hcywqCOYjZHeP6ooNi8uZCbVQqrx+w8bos+91qSBN6KBWRURRssPvMfgWucBLLVR+PnYD7JStcdYGf4z9W687KnBanMn+iI6tITN2BOwIjxQbXNXwA6jKoyzba24xN4k+quS5yGV3B/NID/2XKdDyTNfioPtHx4gGTtktez1mvFAUwMqFjrxw7fmCS+iO6zBlxcfxvKK5JEilAtM382x+/CDDQ346p6hFIk+jSkrmfCOt1wYLf9X/47op/mCPPdHwybMNSjPqyqpHJeGhgZ8/OMfT/kdrcGSDdOmTcPHPvYxFJNiD4BGU8871bbZKLdCdHiNCjjFmTzhd1+/Eb6IBsfPTVGyM3Y+CQbMdGM0ROyuQ7OhU0niRSLhs9P2Y4E1NGYJhYVov0wCPVN53BjGcgNuNuzFA71T8S3fsVim6USt2otTtdEBNCXozdP0olLlH5gVKlyoSzpi16NEiY1HZUYDrgtszXjRXYvDkhW9YVrXG7iopg1ORw/On7FHVNMnoyTmXUmWwBn7exqA49p68LarbPC777Yvwc/nbkOtIXO7BCQV3jtSji9W7kg7G5gLP+pYiD5Jj+NNnfhUxZ68779YA8xiHDcRJc9+pupQozmn0U5iLTLGPH6GEc/b+y4HPjdt/7BnOt6jnmxihmQ88YirEY+gEQZVROThXeJowjk2ZZMsuZAvGTRW8uca50H8rnsOftCxCHP0LtRq/TjV2i4WCnZJOlztOIh6TzfEXF8ved3H/rnOZvtcjfdCkuwab2k4jL8dbcDX984TYb1NfiPOaujFrMp+XHrMAfgiath0EVQNrJmWDotOwllT+/B/O6cMfvZGbznWOLpxjDN5GHg4oZ2ed9fidEsrbJr8rmO3wV8mJsLo+fpF/Xuw53n/2TB+65gWgHwLoHwtPlSKHT3ZtcUrq/sPVOPc2X1Zx2aW2YD/WXYQ3900HV+ZvhdObQiV+iAMarkobZpIIdo012tI5405xdIhXpTcHYsTHyu3ej7vUakqs1TXeG1ZG84J9ohEWI1KFl5DMvD3aCKYZvJlVXGG+NyKo3ijzYNf7WwY/Ox/9s3DPQuji4Cm4/muKswyebCi1gcpzytdf6tmCz53dCXe8lVC3y3hhrL90A/00VIlnyEoozHcx7pP5EPPJbsWet4qzWHMbRjuFU9nxNC5U2DZvQ3r8fGm43CBvQUnWdpFVTKnJveyx4WSQaUifwjKVfle7eZhMn8EA2vu5fv5zkf7ZqoymqniYjFQcp1rnD1YbuvDLo9VFFhZNjUoloDYrY8MhoJlw9raPkyz+PGNDTMQkKLesx8fmo17F26ESTMy4iT+HA/5TNgXtOIT5XuRb042dwjDhTx6t7esFGHLlCYwFox7w0Vj00OrH71HIp8o7dSZBi7xFbpGc9xs2yEXoRR/LW912LC1x4LbFzbn9IjNd3hRaQhih8eKD9UUbsat1NtUyf4SzyNegaXKiSklBZapDyQqtnzdj0LeI/Ko0CsRJYbKiG1UwJpqF8zaw9CoZUy1+HHrunnw2s0wu9Iv7LrJbceZ5R1iH+ocw49StUktgAtCbXiyswb/9VZD0mnEzGN/WCtk8nijULPmxZhoKcYAL9N1tAX1eLSjFh+ffzQr71vM60xFKdZYOrDZ78AHHcqKLhR7Emu0bZ0sJFAp6Y6R0mjJMoQwn7I+UdbRWCaZ/EslE1MZNKNts0I9M9ZqPVbm7NMayXRbAF9fdgjdAS2WlHnw7Y3T8X6/Ayc6Ry4aGs8Wtw0r7X2orlSNKjolVTv90rIVt+9aLMKPP3N0Ff6x+H20B/UZlgLPP+PecElHsS32TJ0ip4FLmm2UrolSaAGfeI5UOWNZuVu4R9M+YkmEZ1gCnm6qELNIp5V3FewclZDtbFA+SFawIBcDJhElRky+PCpKDHKl9yPxd/lQaMUgmeLGyNB/RWjUwMrK6MaSDCwtc+POzdNwbGW/MPIjsgrf2zQNJ1T24bKyZvy5pVHkitHn19U1De5HSZx0Nu14bV2zMFyIN/oqsM1jF+Fxdy1PXkWwGBNWpTIjnmsfSdU3sl2oLtdQs1z70Q63VYQGr6rIPv6dht3bNZV411+BW8r2Fl3WZkOy+1BM4zRfz3c+ZH0u7aeUQveB0VLIa48x1zHkoT+5pg9/b2rAIdhEcv9cqQe37lwKHSL4vwVb8Y/WKXiv3wF3WIuPTjmc0zOjpL1oQm6KwYfmQDQX+XO7F6ItaMTN89JPouWbCW24FCP0RMnNLtRDno/OnY9jJjLD6kOzN0O7DAyemzx6fOGd2Zhr98IV0mDm8nJ0d1nxhUVNqHJoIHVl54rMZ1srHTSPhmxmopQYUoXKCRkrBZbpWIV+3jMdv9iQ9+SLi4/gtTYHNnZZ8WKLE52BqIdjXadDvK6e2YZP6A6JGGdjQmhBPpX5O30OUZnuGzOjlWu+uX8eLJowrAmFOopJvnJD8nncfDw/+ZjAKuSAjsIg7fqwYm/LjduWiefTpImgwVqFAy2NuKq2GceV0wDIULL9NlXYWz72q2R/+TZgMh2naPIvSc7raI6dr3sz1vI+xoWNXWi0+PFqmxPbeizY724Un4egwc07luFYey++OXO36FOJhZLy2d+PBgwISWp8sPoozq9swxd2LxSfTzX6KY2qaIx7w0Xt1EMdzm6WejRemdG4S1MSP5AcZV5CKXQ0mnnzhdMsVBV3jf5I1Ml4em0PGiUXguULsHDFoeIJynQk3It8GYqjHbxk4wkajYLLyVjJ1K6xNs01NEfBPcnm/pRCf8kWg0bGWfW94kUemG9umI6Vlf1YVubBUZ8ef91bjb12I76wuDkvCjxZGx3xGNDitopqOtukMvF3lSGITy5ogdppRymSjzDD0YbRjscJLCXhPAGrSch8eh4z5TVSxUm/pEGj0Yera5sRKevConnb83a+6c45LUplV5JjZNPetF2yCatsJmUKYcAURN7HoAUSlfw2QwVSpYypXI9dg9JrVnC9NCFAVcdiVcnu3V0jKvBdO7MNr7Q60RfU4I7dC/DXJRtRKPrDGpG72R4yiDD+GSYvesN63DLlECp0xY14GPeGSyFmYwsat5/pQY7/PtWDXyLlPlMppVeOOvGR2a1wh9SwJvlNwGbEdY/PRIUhhEpDSCSinVYfzR7ebdYC+V5bMtdBsgKDciwEZDbhZEoNmVHNGGfTvvRbeq5zLUiSeKwMfaHo9ydVW+SqxFIxcN00SDxnShfu3tGIt60+tPt1Yk2AQ25jTqGHStprr8uIr70/tKjwAwerYdZE8LVlhzDb7kcP7CU/YVVyoUjJBjujkPPFeO7jj/HKDidOqe1Fb1CLSmPyzv2DzVOxsdsq8q6IL07bD7s2jD2jKHGf83Xm0hfTyJ50xl0xJ6oSGXN5nw+yPV4xx0eFaItU+4y7rlPr+vDTrQ24dd1c1JiC6AloIKtkSGVGaNX5mbiIv/chSYVbXlsw+Pd2jw1HQ0Z8ZFYrzmj0oEdrQzGZUIbLWIaVZBRO+XzAc/AWFOR4SY5BgyZaBfZXO6JVkO6/bN+I31CSMdEV0GGh04MPTuss/LkmIeJIvVggoekL5TxgLvRsX67Pd15njPMstDPdjxH3JNU5jObelEhp5WzOc40ziLt3APvcJlwxvV0YEv0hbUEGsr6wWuTTnFjdJ3LZYnxifoswWsaCsQiZVXoeKcl19rlEJ7HIICG5/3xLOe4/Nbn3hAY/xAaPU1SOdJZpIXWFi2N45bpW2YBMGiF38j2xRftSsI9ChwWOatI1z3I/aZsrId15JrbxeJH3Cec6s0zG7NYg1jfrRfGWbb0W7OwzC6OlEP3nJ1sbMN3qQ29Ai95Q9H6dVNOHCxqSL4dRaCa04TLaCha57GsEY9UxinHcJMfY2mIefH98ffJs5FjnImrLpexLBo5SCeVdaY2GXFzoOShJJc+4omc6xblm07ayRo2INrt7keo4Bb034wTyuiyt9mJzuxnv9ERnvmpteSpTGdeW+3oM+Orr0QmJRfUBvNku4ysntGJFbSwxM/bbsa8qNtoQwtHsOymFeiZzmPAY9X4T9ukNqYTRkgkaXBHukAaLy7xpw6ZGhcK2zkZmJftt2omtTG2fTO4XwMOf6jnPh5FdaJmfrb5WZPAUWDfEn3PsmnM2wDJwzsw+rG+2YqfHLIyWTAZwLlDUzE1vRBfD/OzCJty7pxYXNXbi2lntGEvGv+FCpTfTV4jLyFjP7igajI0TDvbooVNHEJI0+Oiy5NWF9vdEBzYfWdyJc2f1AWoF4XFZokTohezJ83B0rsiY3Z/4Y6U8Tg5ehlE/40mOmatiUUrs/iTeDyXnkOs9KtQ1jcZYU3JtX159FJ9+dhoO9JmggiQMChgVegkz9LcOrxZ3ravFYVf0d3qNhN9vrBbvh4yW8UVRQghLwYAuQijL9hYTbPow3EENPji/O+UAnNY1OqaiH7fMPZr3cxiLvp1RVo+m7fPk4c93KF2hZX4+SHeO2eiFfF1rPtss/vwXVvpxwpR+rGuOTlZ9eXVL3p4d8o7ef6AKjx+pFH/T8hT/uz06aXX1yj6q552wRXEnq8a/4VKMMJ5czyPHhzj2m3wOdnLtxBlnmuLwBNXY2WUSRgvxTq8dp8/zDNvujSYr/rK5AvPKfbhwTv5WxVMqHFIZK+l+k8mQGQ3p7nFWBlM27vEiPMOxdkxndMR+o2Q/6Uh2jPGgYHMl2bXp+kL43flDRS2SksNA6s7Xa7G5w4Lj6t34wvGtYobvn9srcOXKHpw404uIJY1XspCItWLyV9SkVAwE2ZC9zB/ria42jw79wehQYlO7GZcviKsvVGYQnrr7tlaI8tyfXN0Js047fOiR7/yvAuiETHJntJNbtH3BPAXJ+sYoJ1fzSa7tn0gmXTMR9ELi+d92Vg9uG5i5z2qiMw0HenS447Wp4v03T25GpSmM256bhrNm9OG0af1ZLypeCCaG4TJWscEFcEkXk1zPK9V2fq8a27uGQsVOmT08y/61Lgf+uc2Ji5b244QZXqrll7dj5yoU/QnVA4zu3Gb+i0E2RuQwCuzBim/jQEgFvVYeLIuarP2lkAohXX6UVapjxMjlnikxuJSeQ7GemUJ4BYM2nTBaiAuWuxHU64TRcsEiFy5e0q88rLIYKH3GRyv3i+QNLtT+kt2fbM8nfh9UjOWpfc7Bvz+8oHuEt+7ON+pw9kwXrlncBbMu82KJY+Flz4V0E1xKPMGJv1Hkbc+FAoVWx64/HImuL6VPM5rMt8xPdz6pGK0szvbZiV3zeNMBd7wSNVpuX9WGBlsQP1pXhypzCB9bnsdc5FEyMQ0XJRQx1nGy8OX/1A2+//QpndAm9PNQRAVJVqHPpxEJ+snaaLRepmwNlXTfJxox+VR6REygKdlvKuGXU0J7Gmh/tAjofzbbcelSl1j8MBlJDRIZePwdG85b2Q+LIfcBSqZ7lMnQzMc9y9e9ju2nEIo7lxC6bKCzNWgkBCIqfPOpWtFnP7i8FxcvcaU9rhTRAmOTp18S4VulLPvzcW7x+/jnuw50+qJ/11mDWFI9/MaHJZL5QJ9fk1cvUyH68WjlTiZPfWI0BSLFe4YSdUCy/b+534wpzhCmlYeyas/1u82odYYwu660Q9zzrb9L5bi6HMcGqcYFZ0zvw4sH7fjlu9HFhY+tc+OLq1tRSox7w0Wy5r4idT4ZraDJ58x0/IOcr5lgJZ1v7SIPnnw/Wgo1aFCP2ObElX6EDC786aUyVFrDOGu+uygCIRuFlGq7TAPkXM+f7rHS36Yi073M9tmkWdQl9f5hRouStiYX8ofWpB7U5vPeKN2+EPetVCiGl+dPH2nCPW+UY0ZFEKfPdUOtHr13aiLI/VI2TorJiTM9eGKrHTJU0GpHtku1A/jWBe34yn/qsKHDjF9fMRCHXyAKrRNSba/EkIlB/UXSp9ft+e5TSp7XOkcIVdZw1u150oLc89xGex8yMZHl/2j1QKpn4qZT+zBzdxh7Ogy4cXU3oo+pGhGoU8vjIk9WjXvDpZBKJGaR5mv/xbL485E3kAvrdg2FiRn0I2fctx024P7XHZhRHcQJK/wjBHc2HojRCEOvJf26AWaPumgCNuwe/eBbaXspUYaxfc0oi4hVeZWQbdtkuua7/lKJfc0GnHGcGx86o29UMbWFVoz5vM/5UsT5NmhuOC+aixaBJukkcfzximnEjEYu55rfN1oy9dVihNSMhsT7++peqzBaiFh4aDy9XjX+9+VK2AwRfOXM5MVaCq2bcul36XSEUv2Qqq+K6wuVnnegwU7XrM46gltJ+2aSf8+us+Dhl52YUhXE7Vd2wWnLfW2fbM+t1GV+rvogNAo9cNpcj3iVKhPCcCkUuSqusXJJjjURmqofYNrsIPzR8HjBx78/Rfx/7dpenLXMM2oPRDxKhEMmYyXdb5MpqmKiVPgVKmwq2/MYLWS0EC++bcV5F/ZAM8ruNNb3L5+kuwf5vv/UnSNSdkqCjhEOqUs3VCyPRslklPOJ16y3DsnKmZXDy9r/cV0ZXtxlw4oGH754RgfCDk3SyZB8G2tK5VQ2OiHddqnkS7rzKMSgtpDehULL/q6+qJRp7tCjpVMHp6001ieaiPoglERuDYvSiWDAy1K6sOEyCiaj4krXWWY0BLFxd3RA8MZmM849Idpz2rqj7VTpDOO4Y73w60d2MH8IWL/LDEONFh29Rqya5R8RlpLu2LkqpX5z9Hc2r3pUs2+5KsFwQM56dq9QBs5YzE4lu/Yf/E8T/AE1jEZp1EZLqmPkm0IZR3TuSvedzayvEh5eb8N7+0z4/rVjW7N/rJmscl4Ji6cG8Z+3o+9f2WPF9edGPaSU10JGC3Hl6X3CaElmGL+1xwi5TIPDbWYcO8cHcw65cYU0VHLVD2MxWVIq3mWlxLfbRZf24LSz+oTXzm6TMD6LrBdOt+fzeTCmCWvc2aTHDx6uwp9vax7hQR3r4kQTynAJW9XDZmvyFW5UbJI9ZMVwNeaT4xb5sXF31M3yyMsOvLnJjG9/vB0bdpnEZzdc2JM0hMxnAT7xg6hHZvVqI9avr8Bnr+rEghnZz7qkExQxJaTku3SKSunx8kEhBF8hnqls2iGTQDcaZRiNpSMk83H9ma55NPtO9xyMJgzx1MVeHDvbNzjIdBlUSftvpv0UQ+6PBYXoR+NtJn5mzfDAohvvnoI/3dYMbyA66lnY4EetM3lf/uMLTvx3hwWrV5uwfn0Z3m8y4tYP5W8l7tEYKqPVD/mQ29mefyl6lmPXkEn+0QSVQ4SqTR4KOXYwZ6ET4uXDjJoQvnxp56DR4g+qYByQ+enG1MX2so97wyWRYhos48moKAbL5/lht4Th8kQfq7Zu3aBBQvzhP2X40W1tI7ajTnLcIg+27Y8ulnXqKjfmTw/kpfOnM1ay3U6pMVPKgq9QSrNQ0H3wuNVY95odx63phz3FIKiQlNp9z+eMbzoZZrFGQNMQpI/e32mE16/GScu9afcz0ZJhJ4KML8Q1xO4zVY48drYX7+w1DzNeYmxvMiIYHiqVG38uU6cFodphhlolY3pdENdf2FMyhkq222UjI+g8RzORkW6/+TZsxlIPvPCqDbOmBzBj2vAQxLFgPIwHctUJw4sQyVg0NTr2cnnVuP8NOz52Zm/S/LWxZMIZLpNBEZUqVIXq4x/owY//VpX0+95+LR5eb8Upa/phNsnDOtJNl0QXLTvidqPR2jdqYRovaN5904rHHqzAKWf24fTzepOGoBVSyaUj2C8r2m++hGSpGCSpSNYWGo2MA3sMWL5qbEbF+bjvSu9zOrIdHClRXBTSQzopk2JaMc8PWaF8DZR4fks+9MJo+lEpzoyPpr2uvLAPW/7PAH8w+aThr54vxwdOd6G2YnjFqlOO8YrXEbcHjacpS9xX2vadXRrc+bN6LJ7vw9WXd8FklAsmwzPtt1QGuKUo+9O12+EOHax1IVQW6J6NlkzPUj5kvhJsWUaHxFKRLUm2i+/XlL92zaW9UJVgjn7OhovX68ULL7yAbdu2oa6uDjfccIP4vLm5GY888giOHj0Ku92OM888EytXrhzc5r777oPL5cKVV16JhoYG8XlnZyeeeuopHDx4EJIkYf78+bjgggtgs0VjZNMRMAH+6ET9hCQbYVMshZjunOrn+/HNL7fgh7+oRUCECwyNiFQqGc++5BCvMmcYPb1a3PGZo6ipHlJoo5mJSikkBk7htRccqJjvw6wl0fCXTNhLROEQxRz0FvrcshXoRpOMmz8z0lOXDtfA/kvpHo6W0Rq4yfrV0487MacxiKVz0lsbZNiU0qRbseR+IQZ76faZjfwrFQPIapbws8+34hf/rMThVi18gXgDRsamPSbxikGelTVLvQVtd99A0YCtO034yW9q8Nmv5VaGOR9yJFm/LdagthQMJ7rOXK738utKZ8HDiaQXtu004sAhAy46ty+jPKF8NSWTOsWerMrJcAmFQrjnnnug0+lw+eWXC8OFCIfD+Otf/yoMjyuuuAL79u3DQw89JL6vr6/Hm2++Kf5fvXq1MFRuueUWBAIB/PGPf8S8efNw6623in0///zz4rPbb78d6lynx8fh7EMyJTZW+RCjaR+nI4IffqMZre1a/O7PVegdqBgiyyoYDBGsWOLFtMYgPF4NKhNm4fLZaWNKZ+4ZLnzxDBcO7zKiPCEmOx2x7bOhVAfKxVKSxULpvcnlHuZKKdz7bENYTj7dBZNRglczPgbJhSTbgh5jPVgsZKhoLt72z1/TCX8A+ONj5Th8VIdeN8l9lQgFmz/Dj8UzAyLccMksf17DppLdD6cZ+M7PD6GnWwNXr3bUciLZ96XQ3yej7C8VeZ+JoFb5+RT6WeqPO4+6xT7MTpI/HN8HS13e52S4kAHi8XjwxS9+EXr9UImoAwcOwOfz4cILLxRGTXV1NTZv3oxNmzYJg8Xv96OqqmrwPUFeFvLEXHLJJVANxCtcddVV+Pa3v439+/dj9uzZk8ZQKSRjcf211WF888tHB//etUcPg0HG9KnZr7CrVPimExRT5/lLTnCmEm7jRSlORoWUyzlmo8SUoPT5yBSbbVUoF5TIj1JXdrnKw1wGfrlsU6rGTjb312gAPnV59+CxWo5q0dWtxZJFw2Wvt0gD77LyiHjFk69+OJr9ZCsPJqs+GA9yv1Su067wGdEbZIQMtE5bapkTkxOlKtNzMlzIEDnxxBOHGS1EW1sbKioqhNESg7wtHR3R+NXjjz8ev/vd7/D4448LjwxBxgp5aih8zOFwiM9ov5/+9KcH/06H3yRDm6eHu9RmJoqd/1AoYtdQvyyqvPrT/DYbl3KhhFowoIJOL49pQlq21zbeFdtkUVDFaK9Mz0Kh4vFjys6vyr6kbbbkU+6Xih7INqSm2HI/F6Onvi4sXoVs83zIjlKQ+emYSEYOy/rit6s9xTORqdy3klxJ+k0xZP6oDJdIJILW1lbMnTsXd999N9xut3h/0UUXibAvo3F44LHJZBK/J8jbcscddwhDJfa7WbNmCc/Mr3/9a6xduxbLly+HxWIZDD8rFKVmpIyGUlN0+WrbbAVcn3H0Wsfhl7H+KScWn+BGeW32nqGxotQUWzG9D4V6DsYrhTJqxtNkiVKKNWAuRJ/L5txL4X6lOl8y1oZqko3NYHfnOxZYHBHF+Y8Ttf8X4pjFkPljrS+SEV1GuTRwZcjVUrJeUSlFL2VtuFBYFyXQb9++XRgrlIPy8MMP44knnkiZTC/Hraiu1WrFK4ZGo8EnPvEJPPvss3juuedE7suSJUsUJ+ePpZEy3mbFM7XDaJVbPjwlSgVcoYQN7XfZVdEKZ31ZpiOPl8Fuvp7bsVREhbr/Bdu/Fgik2Wexnp1U9yxb2ZSur6tKaPW40cr+YocVJZN/+dAbqdqhUAZNLu2eS1sn66fZ9KXY9tPO9KSV+eNFtmeiVI2H8aYflBDIIPNHiyOHZzL+/ieTK/H9thQmO/LqcSEoKb+xsVG8P++88/Cvf/0Lp5566jAjJd44SYfBYMDFF1+Mc889V4ShvfTSSyKk7DOf+cywsLNktHlPQE8kQ+5CutikOIWRNV3Z/TzbDIuwbwaCXeel/F4/urz2EfSmOk4odecL6mRF7TysfdO0W7h/BvxHLhCdXooA3Uf0MFolWMrDUKXoR83bjOhp1mPWGW6odYBBGhvhnL6I83AM4eHXW8r48/T8x8jmmuk5mBD0zQAOnJ/66wIeOvas5SqbspUzwUDhy30pkvsKZX9a+Z/jM54ryfpGpqscjR7ozVLeZ9QBGdo9WTsP6rmBtu5u01IxMtgrwtDqksuC/k4tDr5rxvRVXtgqwwXvS3157nPjQe7nk3xd77jSBxlk/qh3j9E9j/4M8qM3C3kQCBa3tG/WjwGFcVFeSrxBQaFeFP5FnhRKzo+H/k4MH4unvb1d5LQ4nU7x/7HHHiuqkv3whz8UVcnofTps5W/AZG0f9cxDKVZUpo5ubHwy7/vNp+fHrHBWx6hgRoQMlc6XL8XTv9+K877UCnN5BI98txELTnfhmEv6YB5YfLBPN/yx1daoYWzRIjA/KGKUExW9I5RnCy8PDNb0OHA+IjOeUrRNKc/6ZTXDlcU1Kz5+wjNRahj3ngv/7OfG7PiZ+sBon614meJzV6OtaRYKSa5yvxjyn/pCru05HmR+IuZRtnPTlovx0E+2YtWHerD4rH488fspsFSEseaabpQ3Jg/XtU4DykxGGGYFAFPpycVAgWTgWOiAvHgvCiDzS10HjLXMj5f9gSyfpWzlhcpdDbTORLHI+k6TwVJZWYnDhw+jtrZWfNbd3S2MFqoWRmu7UMWwmLFC67nMnJn6gl5++WVh9FxzzTWDn1mtVnGcZN6bUnCRZtuRS23AORbu4lRt1nFAj+4mHV77Q3TRyhPWGBD0qbFvhwmuZj2O/UQXZpziQwgq9KV4XI0OCUZHULFAK0VDphTc3/ScjvYYSpSHUa2GvwhKZq+2WtHv2uRyxfusUUUrJmVLg9qMJoXnUwhmI/kgP9YX0t13JfIrXqYEwvKkknXJ2m607VmqIYK5Hie+XQIeNbY+Z0NPiw4H3rZizYlmhPxqdB3W4b9/KUP9ai8WXuaGxiCnlPmEbUUYPmiQmJUyXuX7eAmBysVQKJbMVyr3s5H5ueqAsZb56WQ/9ZF0YZbZys1iy/ycnqSTTz5ZrLVSVlYmku+feeYZscgkGShmsxmPPfaYCBujcsZk4Fx22WUp97VmzRoRFvbiiy+K3JZYuWXyvkyfPj3jubiNMkJ5Vk75Fg6lpsQKidK2I6EX9qtwYJ8JHdsN0JojMNolyFJ0+60Plon/D79pQXB1EJqEab3Z4fZxMTMznpRoNvduNIojmUDP9X5mOlY6BdUaqcj6eK0YuU2tJnM8UblsHJWyHDUJtyzW3kqMeiXPRbHlWCHkvlJGbdyn2z5NXHwh2jjXAgNKt0u8VpqL7DioxdFdRoRkQGuSoB54BHe/Zh/8XfWCIGqXZfRbjFq+jyf5PFYoac9cZH6u8n80hkkuMj+dDkgn+/Mp85Wed22y80ki+1PJ/Wxk21iOXXMawR133HGifDHltRCLFi3C+eefL7wu1113HR599FH84he/EOWMKReGQslSQXkyN998szCEXn31VbGPqVOn4qabbhJG0USfxchViY13wRfoV+M/H68f9pmbVsGLs1Vn/r8QHMvkpLktqYTXaAyaYgr98aIwczVS0gnsmECPn7lS6h3JRLLjJhP6baGohy8pEVm8VGEJ2n0ehJakL8se21eNLlr2PRnTZGNelGbiMVMx4lw0uRkySp/XeDkWzm28WZKU1Ax3jueSrwFGrsZKPH+4YeRkZDgw9HvnKWFMv1mC2+DAXgXHGq28ZyMnu/bIdaIomczPZr/ZHi9rmU8WdVAC9GroN/QiSDJfl9kbmU72j1bmZ5LxqbZJJ/up/RPbOpkho0Tuj6XMz3nq+cwzzxSvRBoaGsQaLNkwbdo0fOxjH8NkVEYTCSVKoOegDs9/tRpa58jvGj4aRuUUCcs/G0RrjxOBcnXUySkrd9XGOmWpGTCp2irRhV5og2a03qZkCiamPCLdEvybI4h0yZD6A/BqTECtFqrVFqjMQ0pgQcJ26Uh3r5UqrWEKQJIhPeuGf4Ya/lnRh9CysR2SUYu2aTPE94vufAamdjc6jp8Gx1uH0Hz+IkgLTQhOsSJi1dHiU2I7VSAM+7qj0HV4oXGH0DSvHLpTDIPfx+ORTMPPI6YoDUNaReUKQdMazdBSeyKQtSpEqgxQu8OIVBsgGzXoVlVCCd2hcpTrulPOysW3XbwykyVgjtSe9XNTbEPcbRhdudHJpAMKHdqcaf9tPj1eubMSUpIkX8dKCZVnSlj+6SAiXqDLVoYOtWqEzE8lC5INwgpFPj31uYZOKeln+Y4oSCfzJa+MwPYIwk0SJJcMD0VMODVQHWcGqrWDi4pnI/NzIa3MpwTz93sQ8gbQf3x0mQ1dqwfmXd04cvwSMUFV/+RW1D2/E53HTYNlYxPkGZVoP20ufHV2GOuCAD2ThCzDsrEDxoN90PYFEaowouesaeg2jpS3I2Q+EYgI42hQRwQi0B6JBjuqfBGo/BI6G+qh6/IhWGOBrFdDMqcvUJWN7E+cwKI+tUddPWxyOL4PKX2WLCgupZXNlKMC8xdACeW78xdLsY9lglq6WRPPbhV2fV0LtXCiqRBOUs6mXzbDrzeiQ1UOTRr5ljjoUnouSpRavmb+lTLChV4iPTKlURCOKghZopiPMOSjIcj/cSEk66Db7UVwmQORGgMkqxaqiAzzH45C/kM3QnOt8Hy4AeEZFnSEnNjkHyq6kc5TkSw0K+U5k5IISjCs64LxuXaoQhI8syugl5ohq1TQ+MLQNnuh8QQRMesh6TRQ+yLQ+oJQSRLq5Y2QtGpoAmEE7FYE1VVoWlMNfZMb5g2HYeroBlQyPPUVcDdWwbmrCZJOi+6F0xCu0GPmveuBe4HO1TPgml8j9mVq6UPl+gMIXTwFwfVeGNtcMHR6oA6GYWrrh2daOTpOnAmNL4T6p7YhUBFVARGTHjq3X/zGX26DoacfsloNq82MoMOCoM2EiFEPX7UTOrcPPXMb4F8xFGqTCmrreCUfb8QED0bg+oUXPR+qQdkJMhCnXzP1oXi5I8eVuy8kk8n4KCbZtmsqneN3qfHsV6oRjqgRcSefvfYHdPAbjOjQlQMO0gz5l/u5MlojKN255Jz/UMCuldKokIcMA7krDJn+3duDgMoAw/u9CDeYEJrngGzTCjmrX9cL3T8HlhT4whyE5lnRERwu8+NJJ//Tnm/MKJBkaA95YbnvMCS3jOAUG3SGFmFkqOi7Jj90vV4YDFrYn22CtjcgrknnC6D8of3QBEKQNRpEtBqEwg60HF8LnduL6qf2w9zRBW0gAF95GVwzq6B3eWE/1IbW4+cjWG5B9bt7MOc/L8Fb5cCRs1ZC0qih9QfR+PJ7kM6qgW9LGObDPTB0uYWBZDncg5DVgNaz5iNkM2LK49sh6TXCMArpjULGzzzwX/gqHTB2u4T9HrKaELYYEXBaETbp4a+wQxWRELSZcXTNQhitw0v42Q09wnghyICJ9wrF7mMspIzuecf/eKGbocbcG72iXZT0ocS+4S6SzC+xYVLuUIMlmbwvuQF+LscrRkJbPgV9KsEn+WQc/Xq0Tr4Un0npUEP96arozEyVFm5aJ2jvcPdqpvyB2DGVJMzl2yjJx+zRWOc+pHNlD5stisjQbXdB0xFA+JAE2/qj0PijVd4IHQLoXtmI/R9dM2wfi956GqZWF3yyGaZfH4a+xwvTah0cv9oKyaiBxhOC16pH2GmAZNJCMmjEDJPaE0LohpphHolEenusMO/qgf6oB/o2Dyzte6FvcSNcYQR6Iwib9fDprQhUWREOGhEx6OA9uQySVgN1vwmaUAhhswm6PhMkKgYCGXp3P3xVtdDI9SNH7ZIEra8flqP7oPEewdFVC9A9dzEkvR4anxczsV78jAwVbZsO6lAQ9qaD4jPr3i4gZETX1KnwL7WT/QPXtCmofWcT7BuboA5HsPMDH4W7IS6URpKgkiXIGqoNLkET8EPv6Yfe1Qud1wOtzwNTUydqNm/BlNe2wF1bjd55tTh89kpIhugsnSocgc3cF52FkzrQJlUOzh4mKjL9dA2cX7PA3Smj429hVM/3omy1XJIhmiT3VTptwSaExmoCqJhJzPkgnUzd/QstAn0jDZbyzxmhqVRBN0sdnZHfnVwOpZP9iTIz16IZhdYXmUKnik2m0KVEr7DmsE8YBcGjKph3dMF0wDX4tQE+MQjf9qmzEbYP1YurNO3D9IPvwldrh/aBTtib9sJ0vAHOX25GhGS7PwxZrxEyP2LRoUevEZ5skvm9Z01DYGqaCZiwFJX5zW7o21qhb/NC2xodVEjCUycjqDKgt6pByDkypHwrnAhaTdC4jND6AwjarTB06RAZKCCl7+8DtA0IOEg2JugbWYY66Ie5/SBMnc3wlatxaO0cBO3RUWfN+rvF/+aOPtSsaxITYI5D0SBHy4EumPpk9NcvRcfU6L32XNwIy9EjqNy+ETZ/D44ecwbajjlh2CFVoRBkqtpL8l+SYOjrhs7rhr7fBa3fB2NnB8p3bYXe68aUV7fB1ViPI+cuFpNYQmfRchBUTpzkvt8JlQSUmXtThp5JX3TCerADB96wInxYhuMaQ9YTBIWtITkSlZzP0l1FpKenR1Qww2l/h8pZ2mFBoyun90xRBO1ohWiiQKQZefkFN9ASAixqyMsNwEY/8IgLaNABTUNlLlVfrwHe90K1wozVhmV4a/aupMdQkgSdqxIrhBJREt96/N55Ka+3UMQLMFVvCNa/HIJ+Sx9ab1g86EonXIEy1Ly4C85NzbAc6hLeAG9jGdzlVfDWlAlBaTvUJmZ/WlecmPxg5jjXGg2+/SFc2afFI6o+aHxBMZtkDXZA2+8XXgfydmg9AdQ/vR2HP7RCuOsTUQXDsO9ux/S/vQ1/jR3eBgf81Xa47dXwl9ngq40WdhjEO3xqQ9c/9LfRPbTIrcVlHTrtvswFcr2OhMLbUhhQaZKGil2oP4gngpmLjWSLx+6G/cAm6Pt74JrixNyH/wpNOARJo4F6YM0tX40NvilOlG1qQtiuR/f5M2CYKkM2qCE7dKis7h0M6Yj1s0iPBLVDBVUsRCKL/qXvKUPjC+eLUGIq4JJPJrrcz1bmj4WXOJ3M9G8II7A1IiarrOfo0L7HBNzTDcw3ADuHAuFVVziBOi3QHMIJS49XJAOVyv9SIpUOyEXux8ttJV6KlDkSFO70jyPQreuBe0U12q9dOBQKRWwMoOq1vbDtaYesVqF/bjV8VifcjdXwVjth6uyDua0HTacugxSpSi/zaXbc68cV/Xo8rHZB5w0gbNBDHQ7D0OeB1huEOhSGzuPHtGffRd/8Guy57dSR+5RkaPaHMfORN8RvXTNqhVfCX+VAwG6Bu5GMDvUIWZ9PeZ8Mr80TlfdJEnHzKfPp/OL1TSS0G44Dm9A9sx6177+J8j3bhbeHDB2aFAuZDHDPrYShww1zSx86L54F/0yHMBDtFjcitUZxz+OfI9kXNXjqbD0ZzydRBxRS5idj/EztpOCIpkwsapXLjN9YCXylFKKcXqYBei7JZDEBaXizC6bHjsJ983TYfrUPmu4QJLMaaq+E0Hsm6A5HZ0Y6v7EYun0emJ5qhX6LC/L32uA5pwr++jp4OqJxockEs1JPTLEreShhUIlQ0rcvAtka7XqekBE967UixAoaFdTUZmW6qCKhOQWK2GkPQCrXi9hYdU8Quo19CK5yQrvfA/vd++C6ZQZCK5xQdwch1RiFkFd5h45BaA940G2sRLgyWvBC7Q5C0x+CZlMEFe9HFU3dPVtgea4dYaMeYbMB5eEIHPtasffCs9D3oakIW8wjFEH3jOj/ulQL/cX9lgjZeiHLPngdFcDAxJrfQosyRBVq9cZtmP7aK+Lz1gULEe7VizCpuvU7xfektMq3HYS/rAwHzjod7SuilQiHMbBye/x5JiquVErLODBDrOlNXV47hmVAfEac+oy/NVZrUd6ebsWL9CSeT+yYZocR0J4B73Q/yMey9WPLEDD1QhMKImgn70w/7O17oVN70LeoTnibqrfsh+41CpkLQesJIqxTw3dBLXxnV6Na7kCreeDe0JRWZGRfS9a/CjHjrUTuF8PbU0w9UcgSqvmcnBkMHToQgPTbLqjOtYnJKPnpocGV97UwEIrK/L4Lp0K6Tg/9uz2wPNwC+YFeBOZZ4b26cVguQNqw0QR5nC9DJp9yPpHYdVH+GoVSxSY1/B0adNgcQtarPBEh+2WTJhriQ4N0VwCyVg3JqhdeBuerTXAfY4bKH8aUuzeie5YDbR9dDF2bF6EqE6BRQ90fhBSXg6ft9kPb4x/M5aOcPH+7EVp3AJXPvSc+c77WDN0ur5hAClmMiBh1qNx0AEdOOQH7Tjsf/jLnoFETk6fBOqCvjmTSyJofgiRyV+3rRsQ0E/6qIaPGM/A42g41Yfp7r4n3HXOWItDWAE0ggLp3NsLQ54Kk1aJqyw4xGdO5ZD4OnXGy8JDHn1OyxybeSImX+UrkvapvuEKTHcP3NbjPuEy7RD0wWpk//LzCMDqj+/I7qEjGUkg1S6HX+nHkzGU4crqEsK5DhJqFzT2o2LEbsikA7fQAwo16lG04AueWQ8JYpBBq8noFjy9D+4cbRBECmsSCNmrIKPF+JsqSxmRJaQVk3Bsu48UIKQbZKKZUwjqXShYkbPXN/XA80AJtTwDO7+xE9xlT4XzliDBaCDJaJI0KLbevgFddCcypAj4zHaYdXWj86XswP9cBlUYNHDdtxHmkM2LyobxyVVwj2oqMkqAE3Q6XMEACq8pgfqQZum0ulHmaceDOkzD1u+ug7w6g+RNL4V1ciVCfGsa/N0PzbDeMh1xCWUXseuFKJ8VDg0sSRpSP4Z5ZCefWFnEo6b4jUQUVBuz/tx+SQQuNP4z2U2bDfLgb1oPdCJSZoevzoeOkWah8bS8sZj36F9TAfKQH+m6fUFQUJ3t47Qk4fPpJMPT0wdLeCUOPSoQiVW15D/svuB3BigaYKEJgKEpg2MBfiVcgXpnopBbYfEMV5fwDMbr6vh7MfSS6SFnQaofsX4Rlv/0FTF0d6FiySnwmmWVsuf4SBMoqkxpMicoq2fmmU1wxhSW7hq9LLPW2if/VzpoR+9YcGXqvsievQKY2+aE9lP5ZTTxmOrR90eNYHDahMI195gGFBlj6baLNwyEzwqYatC2uHJwFNZr60LNq6mAsNA2SzNu7UPnwHlTe3wTaQ3iaOZo0apYBsxotdTqo1lqAaXqoNKqMiswi29GI4jGZZX+uxkg+qh3RBIztb3ugPxKCfE83fGsroSv3Q9s94E0PAZJOjd7TGtE5f2CG4/wpwHmLMPfm52HY5QYebgEum5tSpo7WkCmUUTJ4npRH4Y1A1R+G8Y0u+E+pFFWpKBlcv8MN71eqRFht2avNcK2sRvv1i0SbqHZ6oX6pA469HQhbDcIbHXKaMbV/JwxdHshkyKjV8E4tg77bA0O3F1X/2ily6iisVNfuhWVzl5h46J9ZiWC5GRXvHkbEqBXbUe4cebRJD7QvnwVjdz+szZ1iQipkNqJ96ULsP+90yFoNHAcOQ+c2Quv1oGLXFrStvACu2adDFwR0UbE3armvkfphjNiSyudlf7xraJspF2HBP/4Cx6Gt8FVNRX/jfDEJc/iME+CeMk/oPEtn6mMmO79c5H1kQN7Hk0z2J9MDMR2gROZnowfiZf6QoWQc9MZ47Gox0RSJGNE9t05MEsbkvmtBdM3FGBW9Tah8ZC8qbtsU3VeVAbJehQA9d2YNIuV6BI8tg3NZECqjOmNf65YdRZX5495woQbzyMlT+pLNAo7pWgpZkm0cbDIhLbeEID/XD/glwKEB3BLkzjDCHa0IrK6A72KaOhnefrHELqVQSJGz2Qtdz1AoQPmLh4f95vDlK1D7zA6UPXwQbVNnQNZHHz3XdHrg3xPuTS/M8FOni0ssy6TMilliNhV0vmpfGLW/3wzrliGpav4n5S5ICFaZoPcGMftzUU8CMeW3m4Ub3nbCCQiZTfBbrPAudyJQbYW/2iaSxz36SoQsJpGQZ+hxw3a4DU0nLEPv3IZh4Ui6fq9IMHfuboKp04WOhbOx//RZsB9uhreqAmV7D6Br/myETUb019fhyPIq+J0LBuN5SZnYWqP7CjkAvcqKYDnQ3PBh2PqMsMUNzBOJKYJEYoPoZG54XVUnLEHrSGUj1cDdcAzMrdvQN/tczH3sZRh7XWg98ZPwTl05+HurL/rKRDL3f7IZtnjlJccZKTEiPU1J32vKGkYeNInCE/uuDyJyOJrnlRd624QipadA2xedETQiwYBxWcXgge6v3+oUisxPoRQDyszvcwhDxjWnHO2fnYEZT7yNcIUJgQarqLLmiPSKwaluVz/0P+2Cpic6IFX/qA6tjbmtZ1MMuT9aD9BY6oh0Ml+prJO9EuSnXUB7mDozYFJD3jsgm20adF0/B7Itu0pFyfSC1uWH89BQRzS9OnxE2XrjItT8aRscrzShefVCBGrsQwbzAOojgWEyn4iviKREJsf0geJ8vVEwrA1kGeWP70PFY/sHPzI83yGKgASro7PjU3/07uB3tvfaYX+vHWGTDqrVJyCsMqB7/lR4asoQKLchZDMjZDGI4htkoFAIrv1AKzQuHToXzxtW9ELjD0Df74axuwdlew8iotej6WMnw36oCf6KMlibW8V3vkVV8NtnoHtWDdyXTkPEEJWJJBPEZJSQ+bOFzI/YgPaa6Jp7VUeMWcv8dHLfbO9BlWt4RcRY6FP7sR9B9Tt/Q9+sUzDlrTfgOLwTfXPOQPfSywDK7xvAkjBJlSm8K/48lcr7ePmeSLrvhumCgf0VSubD1SeMIw1ssPSONGBicl/QHyf3iQHZ32xwoOvGBlTP2C0KyHQdNx0WHT0QKqi9IZE7VPbgYUR+HYAqLKP/xmkInFqVsq85pdF5liad4ZKOsTZSMikaOSgDAQmwDiQp5lgHPFEoqzsDUPeFoO4JwXJfy+CAI/HGax9tgeXRFnSf0Yj+NVNQ8dBuWLd3I3juQtj2daBvfi061s4WVZiogkZ8SUDbrjbo+3xwzauF3+BA6xw7rMe1CzezNjDyeA0Pb4Jreg2c+45CbtPBX2kXgyZ1cCjBu/KpAwgtOzmlokxlyOSTbIy2qvu2I1xpRllLN4ytLpiaogq59fS5aPrActh3tiFs0cM7kJhHBNw2kTCo9QVgberEDEsNNly2eOTO42N1gxROVQH/gqg3Stc+0hVPKcqdc5YDczComPoG3revGv5bEmyWAUMlmQJIVExKwqYSIYEaT7wb3WhI7kLXtv0b1qb3IUONyk3/RqBiEbqP+yrgmA2zQmdEKqWaTHEpUV6hnqFBSSLpvotHVzYTUsCMSI834/b023waMPGx0VEDpn9QmRHxhsy2888TfTKGX98N+xstkGZZUf/cUDhWl1SOSMiUchKhGEqsS3KgN6JLaSwVWvbnOmEiqvG5JeHJUmnTy/ys5FxIgm5nPyS7DrY/HIB2ICw3GRXvbEL/0kr0nD096m176gB61zaIsCLJokPHh+aKCkgRmx598tBg09DWD9vuNnhmVMDXUBatgXr5KjQ+sgm6fv9I+fi3nfDX2kVxDuu+zkHDhSa6aHLG2N4PXbcfYa9GfBYzaJTK4Gz1QbYTcvHQ+RH1j28R4VTk9SAdSNdGUIWoTT+4WAwCycvtml8Lf2BATlOyNFTQBIIwdpHskTFT3YCdztUpj6fri27bXzUfqAK0A7cz0WMRtgMdx8Sd5+yBay0bPilE+t7ZlV+ZP2gAxIVRJcr9weuZJo84BskoTf8+ODb+DTJUsO/7LyKmevimXw+Un4Ly5uyrBiY770SvSry8Tyfrg93Jc5D05fNGfJZMlocXNMC/v2n0Mj4JavFERYk3YFJPXA3ovATZf/j4oQgB94Dst+1uh96oR1XL7qHvNHYRipysr+VaFW5SGy4xBVbqUA2E9mDV0OBfklFx83tQDRTFkRw6hBqNMGztR+AYp3A/h6f60O3SQ7JpYXmkBf3XTIVhS58oNxta7BC5D926imgcbByWQx2o+912dJ0/A/YkRkugzgJtd0AkctHj73y1GebNPaLik9h+dw8M7W407NmChse3IGzQIWwyDCTCmWHo9cC5LxqyFNFpEbIaYewZcgsTIaMB2mBQCCSaPQo6zKKc36bbLhFGS2zGNxFVKDKoJGJkq9DyQfw5aNwBTH3gfZFIuOeTJ0eTACUZc18ZEkr9DZXYdc0Z6G+sRshuBvyAf/qA4oofQwwos7AK6G2shdTrA7wjF1pNl5+hxG2fbjYqk5JKjO/NNaQpPmyKBtUxYi70YXHDsgTbnkfFW3/99Qg6TwA0JuhdgN6Ve+WoEbHKWRgqiYor2Lcn6TH0jgELMQW0n9Axx8Cz7/2M55t4zGRKMhmxO5powEQZORuXUpkNbLHwj8+gfMdwrylBIaCdVVNQjtSDxkg4c85PvihkfkI2pBw8k6ESN+Fj/+Eu6HcOycruM6ei/IXDcB1XK2Y5gwsCaNugQ99JU1D1wC70ndwATX9QGBLuVbVQ+0JiBjRcNny9IMqJmHH3JrRfOQ9lSYwWkvm01hDNplJ4kGVrF/RNXhFeSpg2dyPkNMG++Sis77RB1qijoUrVZQiUWYWMr399m/gthZiSF5i8u9SXYmcRNurEeaojkghtpd95K8pw5NRj0L58DuAbOt/eGVNQ275TvNe56KnTjZD7icR7anLVB5mOMYgko+6Z7XBuacaB61fD73CI+2c84EL5riF5sfvDa9E/rUYkisOvgr/cCdBp9YyU3zRF5ymvEbKdcj6SyXilcl5pMnmyiZyovA8rkvnpZP1gVkOa3wzqgGAwadiUsftZ8X/IeiICjosga2xCCGkPjy5nLv68lch7pbI+03fx+iDityQ1flIZRNnKfCTxwBDJJq7ivTCpZL/z1QOY/fjzIw7jrbWjf3WdCP1M5RUtpsyfGIZLuAydofTL3xTDImzzVUDTGoDKG47WCN/jhuaITyRI02eGdd2olKMKKlRjhvWdVmG0hMoMIsSKPCSGvuiTQbXRCbUzBNv/7ouW5IvIKNu5HeqBErSkiAxHPUJGUvWl3qVTEBooSeiv1MN1e4XwZjgczcIzEuPIpcvQdtb8pEZDshl/VTgsFJilrQPG7l7hng5YvTi8di1cUxtgcPXD0NuHurffh698OtShEEJGE3oWVCFotyFMJQcTKxMNTDxPeeNtzHh2KHxq36VrMFVtgd8XjcXPVtkkKracFFYcsTYq33EQFe9FB3HhLiMcB1ox6+HXB3/nnlKBTR+7ceg6h0+sjyBeYakpJyZLIyXTbFmmGbNkg/lhfycJl8qJhH0MxggHAtFjJhzX5fjOUPt5u9LmjKQi2bUgB0Mlk3KKR8lvpcDMrPaZuO9MxhFdkwhXSOKBSZyNSxpSIEvQedyoe3sbqra8DW0wKov2fuAk9MxvhGqKBMuBTvjqHJACySeKUi56NkZyPxcdkJWXg+RyewDq/jB0oWhem7TFLxKlIyYNnC8dEXLbP90O9/JqaPd4hNESdJgGZXLZQEit/e2oC1RbF0D5C/tR/vh+EWZq2dAh1qKg9/jj1sFD9y6uw5EPrhAyX9ZpoAkGsfOzp4vwIv0KF8o3DD3jPUunYP9HT4AvrGygT/uQfWVCrps7u0WCNBV52PXBC9C5aL6oCEXrW1Rs2yWMJwp1pRKufbOmI1DmQNBiEW0wjAEVZOndhxU/e2jYV96ySiHzE4nXAbnK8GRk1H3U33rdmPJktL0NOz0w14Qx+9FnYG+KTtgR737mZhGWFd3p0LapDJJ42R7L+Ugk0UhJlp+h1CuSjTGSLKcj23CpXMKmPFghXmItBPdRAEcV5ZOkIl2Ybz5kvRJi+yu0zI9HPBkDBkwmuU/EZL/G74Fp635MfeVp6HzR+9O2fDGaz5gvKshRMr9R14dAwJZ0nZgY+nDq8MFCMO4NFxf5SpEmWysfoUX+CLTNPhGCZbm/CaqAhOByJzTNPqhCtMCRD5U4JBKaZKsGlOEacJjRd0yNqNykVofgP8kkYl/9BgskjwZdy6eL6h7kSqdEPFqsTx2KCKVBZe0iFj3mW+qx5cILhOKimSzykJB7fcp/NsM1txY1R6MP+JRHN6Puqe2i1CBBpfBCNpPIoQhazKLUrJpm/qj6w6Ob0DzvZGCgQlQqEoVv0FqOuLSE6G88gKQpg68C2H/eyOpOqkj0N+J9mAyzHlEzXRs6Cse+Q6jeskN81ztjqkgOd823AB2ZlUuiQstWsaXaN5Vl1Pd5YG7tgbGLlDXljgSg8QAdC+fB0tGJY378EPQeLw6cvRYtJ6wS20SMBkUKK5lhokSB5VQFJcUsWDKDJJkyUhoGlY5El3jsOJEZZoQORNc3SZkrEmOUBpTSUIB8K698k3h+pNTSztwlzMZlUmaNrz+P8i2PiU17ZsyFa9psuKbORN/sATnh64W/lmadaUavb7CvxU8WxJRZMZQYyf3u0FA8fSbDKWsdEJGhafKJKn6Gd3pgfL0L/pMroGkLiEXuDC1RwUbrUNB6FEKGS7LwlASCtDaQD50nzBTlvyW9FlKPCt76OvhsDvjL7dF1dsjwCYWFzCcocXquYwo2nNQo3tNCdgSFJc351ytwN1Si9u3oPXduPQrzoV6xSKlKlhHRaaK5ERqNKPARcFjEoIMo29wM87oQfIuUySftgByTdGVw102He6hC+mDIkt9Zg+YTFybdXhebuJEkIe814SYx4WVu68TU19aJr8jYoepQNEia6glFvc4JZXSVGBg5EwvFJUPP7YGpqxsmYaT1Q+vziUUHOxbPF5N1U17eBXPnawjYHHj7898Rk3MiV0SlSlpNMVWBkHjZrtPrh+X5ZTJUEpPJc5HzhZb32YRNZQqXUmIgKT2HbLwppUQu56mOvckg9wlD5z40Pvu9wf7smr4M7UvmC7kvyjsHehEwliNgtg1OPIicyBQRMcVk3Bsu7qAdLW5Hzg1I1bAkkw6avoAQRBGLViSo0uy586n9qHiSVlYdriCJ/roK+I+3iZkl++vN6Dt5CvxzyhQNpJUKZG870J/oEXYCrV9aJN7uOSOaSBeDFpsjKBRg2OeRCLReHyIGgyiHqvOUpy5fm4UAjqHvbcfMJ3+DsNECSW9C2GgWD76kM4gZb1q4ydxxCGGzHQG7XVSH8lbVYfclK+Cun4aQdeA4vl4gnDx0Kp7BRLMYCQpvGEnquhNUbtHYQ/XoO0RVFcehJqGkSKH6KsvFK2izImBpRKTcIAZsnYudkLQ6RPQG+CproPVGPSzmHmXtlGxGLV6BpUsmT6W84uN20ymsVIogncLK5NLO5O5OtW/J34BQgkGRj7jfRJIdfzwZK0qha4q1N7VjzPsyWAlt4HfxMdFEfCiZv/FytJetQfVrdwD6aehdcJ74pmxPLzyVEuQUeTHxsiw2oWCl3L0Cl8ckue8KZB8DT1C1PgpJpbKg9JINGlFSljwXxp3dmHL3+0llvs9ggfecqWItBMuWTrjNTnScPHukR1mJjE8hl/y9PvjsUfkXihMVGz8RXeJt74UJG9C6DeQhIbnujtM3onS4WyRtUzlZKsShROYrlv2ShBlP/w6G3nYEbeWIGMyQ1RohH2nBVJ27F7amXeLvgMOBkMUGX0U19p33IXhqpwj5SWj95HWOhk2NDGrOL6QfrU0RGHu7YTuyDvYjB2Bub4Gs1cHvJJlfg6DNgaC1DL5yMkwAd0MVwiaLuDZ/RT0MvoEyvOHsq23Fy3edXQOzy5hV6G4szFWJdyEZqeTxaOS8UhLDpnINiVXCeDVUlEDXoh+YtEqnYxXJfXkxWs/6DWqfvxXG3jY0XfBDkcdi6W4X8sMTW9o9heyPl3V6D3WILATMZDdcggEr/APVNmLKItWMfCK0sun0n0RngET5QS2Vk6OF2TSggjVad2pReujUFYPv26YNDLqGimoNO59sldcgaQbx2czux9AEoi+lBkmiYNZ3H0LYUgFDz2FUr/sDQvY6BMqmCWPF4OoUr3i6F10IWW+Ga+4ytJ66BO6KkbkKZGJpBqJV6LzUmkOKrs3c1gJLaxMMtOrtQPlcb3Ud3HVUcSvFjK8UQeWOzaje+JbYNmS1w1dehf7GGdh/zonwVNdFV6wdIF07GT25KawR+0mRqJ7OoxI/y6ZEeWWaTSuE4kq3z0QllkkA5/McJpISS0ai8RJ7Rsj7Ig/MwsWepeGKTA9IDQg6ZqJs1/OAWgtf+TTUv/HbwX17q6dizwe/NJjgL443oNDiJxSCPhKEQyE1hZb7g8cfqJKWDjJYjvnK88JLQUT0mgHVLouka73It0jOvktXD+WVNMzILOczyfc4YjIvVehoKtLLcjs0JEayr60xiONoAKpICJJWj7pXo6uEBypmIOioh7V5D9SR0DC57248Bv6KRgRqZ6Np7ZUIW5K3jTEuJTKxVO5g/H0Cuv4+YWwYeruhDocQNluEMdQ/ZTokvT71mk0te1Gx7XU49m9CxGgWhomnbjbaj7kQ3prpiBiThxzGZLtq4GVOUiAqm8pW8WgMKlgOjdSHqSalMsn50cr4QsvFTGFTuYRHZdrXRCc4YLwkyn0i3cRVzAtD6FXl8E79EMyH/43GZ34M17wrMPvNbw07zpab7oLkjhY7jpf9w+S/n2Q+Gy7K8dsAlWH4R4lWoSSjcvN+2A+2iiRz1/RasfKqwdwv6p1bDnWLUC3yTBD7rl8taq2TwLAe6hbud/fsSnimV4jqUcEys3LPiQLllUpRpVNiuRgf2dZhT2Tq08MfaJ23B+bW7YN/h40OaP1RYeueugo9C88T3xt6jqDy/fuhG8hb2HvVH6MJ7kkw6i1JQ6diqANezH3wLmhCAfQ3zEXIGp1lnLLuP+J/T+1M7L3sc0m3nfXoL2A9uhe9M1dg9xXXIWIwQRPwitm0sKMKBup7AeVtlKvSijdM1NOklBWvMnlUlCgvJUZJsQV9TInFlFShZvwmqgLLpNyVKLHEmTi1/wis+76NQO1pQN9+lO14WqwJGqN/5gXomX98tCJdQqJnjNiAUxvIkORVILmfKPuth9pRuYX6hErkofXNrkfYZEXv0npY93eJSliagaqGB647ThQRCdkMsB7ogjoYhq/WjrY5C6F30YhVBb9/YMXULOV8NoaIJqRLK//yIcezofHJL0MzsIhkDGP3UJhnwDEFhr5m8T5oq0XnMVdD6+mEsXMfZjx7H8xt0QT8pjO/An/N/KTHSAybSnZt1evvFVWnPPVLEbLVQNJaUf7Wk4Pf773qD4Pl3eNxbH8KVRseRMDZiJbTvoCQsx7qkC9qjNnrYAxqkhp2o5Ht6fJPYvKdCpRk4znPVOkwlQwdbzJwvJ3vWBBMojvjJ/+Uyn5VpB/WXb+GZCiHpHXC0LUdVXFGi3fKifDXHoeK1gZ4ndFZ+WF5kXHy3xzuL/hk1YTyuGg9NujCI2es430lxs5uzL/vxRG/cU2txoZPfwCaQAgL/vw87AeOImLUY8ojW8SCTaKalsUopIlpfx+6rp8lQogEvtEbJpmMEaUJfMlQWnUkGzpP+B9Y9z4OY8fG5D9Qm9By4dAMbf1/fw5T69sjfjbj359F9/FfQcgZDX/QeNth3fekKAJgWLEQVR1RBRdLJBOJw26qj9+Hmjd/D52nC/uu/D1kzYB3RJZg8EhCsVla96Ny9xH4ahcMO6bW0yWMFsK5fwPsh7dDFQ4MDt4iegsiphrhrZFVmoGZVRnB8vnon3fFCC9OLoorabJkMAgcGVJKShSX0tKNpa4ESv38ShGlM5Lx4XepQkjEEyxLsLTfDa0/mm+m69wOf/VlkPRUBlcDdWQfAnVnI2KZCrJL/GppmHwZ7KNxcskh0SCssOEn5s4a6FKI1ZjsX/CXf4riIYm8+5UPi8qG0594C3VvbBOhXrVP7hDVEqkilrfKIfIJnRoNum+aDj9VjCI5n0XRjdwnmvrHTL4no+OUH8O++0GYjrwGVZLwPzJaWs/4FSTTQCns/S/CueUPI37X8MKP0Lv4Rninnx39QArDtutBqCIBmJZOh1kaadSo/d3QBPpgaNsgZHv3MZ+Fv/74we+7DbPg3PJHqEMe1Lz9GPoXXDViH5UbHoyeZ+8R1L/8M6gkMlSlqI9NpUHI1hg1eGJyXxzYCe+sj0LWJ5+YzKbwSSrDhAqURA4PlZvNxmM+kUOhmOyNl1QGTGpkGIIbYPY+IP5Sh44iaF0LSVsJ2VoJjXcPwua5CDuPA8x6GF2A0TUwWT+QFxkjJv9Nol8Vj3FvuDg6KtHlHDnTEl/yLWJwYsPHvwxTZ5uIb9UE2mHs60PYYIDK7YAEGW1Ll4sSv2pvANuv/pBIwGt8bT2cB6JVX4w9/dD0mBA2Kytdm+x8lBCvtJQk8I04ToYBdSZiiVtJ96NdDO/8xfDOk6Fx74Ox6XEYOtcPfe1tRdnGf0LWUcEBI9SSCWHrTEQMVQiVr4DGdxTGpiehCfWj6vWvJz2+qdYFozaqnCiRTBVywfH+l6EODuUv+auWou6/f4U66II62A91IPq/Soq63rVSPSxdgMbXBa27GaqIH5LBiZ6lt0DfvVMoQ6qpr/E2QxWO1uHXBD3QBEd2eH3vQYRqPzzCcMk0o5ZIYnxyzDihaitSr2fUXhRWXpOb+LCBZM9OohETnYlrRRl+MfibftvnIWmqoDLGDdjUS6HqJE9AcNg6DbF1eaiPjpAdKioLiIJicptR4XUMm/1LlP1brv8szO1HhczX9/dCG+iE1kd1ym3CEOmctxT1/90qkt93X3yBGMxaW9sx8+mXBvdVtrULrcdOzapiVCbSGSYk8wst47OjCv7pnxQvte8otP17Yd31q2G/KN9wL8KOhVGZ729DyDYHstqAUMUqQArB0PIstMFOOLf+SbwSMdSuhlF9IsVPDX5m3v1bGNteHvw7bG6AuWULrAdfgzrkgirUL3SDOhKdQVRpGmHslaEOdEHja4Eq0ANZ74R7/mehde2GxtcKlRSA2t8BdYBC2ySo5Aj0riHvUTzBsssgGU25GyYZiqFQgZL4dZ1YzjP5IBhnwKR6rmyW9TAgqgdCmAqv49aBhzga7RW2Lxx81uPDytLJf6Oz8DJ/QhkuRrceFvVIARNbqyDGrMfvhbUlOuNO7PzQDTD2dGHGM++g/u3Xhm0778HHEbKYRS17SmYnxRbWG6DxlUMVMSg4p+zCuLJx+xd6pk2RUqQiBrbZ8Cz4HOLDftWeJhhbnoQq7IEq4oNkrEHYNgvavu0wtL0CjZ+E+EjLXFYbEbLNgmSoRKDmJCCu3LtQgPZ5A71KLZQNJaOqQ2rI2jqELYtF2ECo/BjIertQUs6t/4a+6y3IWisi5imQNSZh+Eg6O8JWOs5CRMwmyJWUdGmEZKgD1KnrkGv6IiPOO91aJ9lUepEC7hELExKsyJh8GC+pCiDEDJi+suuhQQeseAqW/t8haDwB4fBcRLSNw8pRDwtrcdhGGO7RijVR2WGgXEFj4eW+WU5+kJjsr9qwHvXro5XSiO7ZC3D0uNMw4+k3ELA7UP/uG4PfLfvTv+CpqYek0SJktkDnjUo2v2NOnjwp+QvvIgOxuMZLFMlUh6CpDt3VQ4sEI+yF6fDDwqihCSKatApWnSiMB0PbW1CFekTyfTLCpjlCJoccx0HTQmbj0DMloxIh61LIGjMgh6GSJah9HsgaJ0Km6ZCtFoStCyHrq6EK90Hf/RLM+/4itpT0tZB15eJzqLSIGBsQtqyErDZDLqfCOyZI+mrIGsuwtXCGPedUqyeQ3dom+SqMwhNTTC5el3QGTLwOcHuXw+efC6f9JehwGIbe+xFGIyKO42kGYNjzHZ8TScSMmHj5T7Lf4C68zJ9Qhot198Oo80YgGRwI2afCW2lF2FwOa9gqwiAIWWuAp/FksRhiRG9C0EmLBC5EzaYHULbnXRw64yOQ1C5Me/FxqKnkcJ8LW274HCR9aiMl1xyTQscqp/WYFBjJ0gDvnI8P/h17uMPm04Z+FPHBsf2WYdupJD/0fdvgr74UqrAO+pYd0Lq3QePdC3XgKNTB9qgCU1NVNAegNkIOhQGVF5qOt6EO90BW6QCVThg6wfLT0T/3Z5BTxZLEFNRAbqQqOJDckiWZFmJUpsjMJVH1hRkfZEpizcZ4ISSUiZcbaljxBIz+FwC8QMEEiGhqEPE2iP9lO3lOZ6VcMXuYITO02HrBsO18AIGIFSZrPSLmGkSMZZCMTnjtftg61ZA0eoTLV8FbtQOSwQq/3YyuRSfB1NOLit1bcfTYC3D49GthO/gOyvZH+9ehU89HP5UCTZDx8YnkxZLvsRCMVBNVYynnh99vLYLlV4z4PmwBArHnQI7AvvXGEaFmWt8eEXIt6y6GKtgOXf9maLz7oPEfFnI/Ks91kLXkwbcOGDBhaAJHofVEQxslDYX1+RCyHAdv1ach6Ye8Y0mJzUGFaDTgHtUiu9mWHI7vh1RZcaLmqTClYbyk0wHhiBFdvRehwvk4jKDQ/41A3+OIoBwR/SxE1BWQNDUI980RxkyqCayYLFAbQkWR+xPGcDG1vQtL71AivpIltgKOetiaDw2G/0x78W/wO6rhmrZElDwMOGugD1aOqhpLIRWaEq9LsWblMi2CNXIDE/oW/zk6G0azaKFuWPd/V3ylc70HXXc3zIe3IWRbipB9JSRjIyLGKcJoSerpcEjQBEiwUynOMjEjRx2N4tFVyM8K8OlQslBjrmUqMxktrNAmL5lm27LxvFDYWAjT4cFZkKGFBCtUtkaopQ5oQ7tg9j0iBpiSygZZ6xCDSElbBbnXGn2vtkGy14jJBfpb7ZILrsQoz84aJ/cz/t5gh6WdVoTXQtIaUPdONLG7f8pctC8/EyGzHWHbAuHJKaUJqUzyPmbAEIWQ91nL92SoNHAt/gtUEVfUK6NSw7r/+1CHOoXHW9f9Kmx71iFsXYyweQ6CZadAMjZA1tpSerbVtiNQSV7IGgckTfkIj3k+ZDuyWIi3UDKeYfKtC0IDOkCWDehzr4FaFQIsUyDBDjV80ASPwoxnBn8fUddC7tcJQ0Y2OEWfI++l5C+DrDKK96hLvy5gvhn3hkvYMg0heYqYmYmGEfmgClIOQ+qVkg190eoHtE2sKkrXyuvgq4uuj0JYoqkP45p8z8rlRYkRwrCIJtZLqIOr8ZdQh1qgkkMImyS4RU7JgAs/RCVMk9f0jCmnMGqjH4ifKJ8ezcvq8FkumJWowJLNvJVC+Upm8hB7doNlQ/IP/SQ7KhDEGvgd50MtEu4pL8AHtdQLVbgfal0Q6mAztJEeqPppNVr6zgOL3QjMPKOw52yajlA4AlmnFoNhCk/VeqPXQXPpI2b3Ay7xIkK2Bqj7m9Az/xx0rbxy8DdmSpdIsoL7WJPJ+1IIIyZvsj4GyXMPVeqMDnDcdbSQI+WdeBE2BtA/5bKoXsCAR8STfOIpJvMjoApvsSpvmW9cPmR9rjI+FSzjmbHyvMQIheqjb0R394pJrDCmIIBjoAZNDMnQmM1QyV6oI11QBX1Qy4ehkj1QqXyi/9LLQusbzSqszJ9QhkvIsRZBWnCR3MhSQIQdkSILaj1Qh9zCTa3vfld8loiKEgcHSjlSxZGjF/w95XHiq+eMN3L1voxWeaXLAxn+Q+2gi1/WNI+IO840gzYapTTaFXoTyXU9kmxn3cQiVGy8MGmep2xCxoj4tV/ikfp6QUNitTM6QTAs24vGmhSlORBKIJ5NE+U0bCrovQk6T0KQjBYpKOQ+JD/CFo8IGxUr0gcPDhoyiej6o5+X7XwWvtk3KDreeJP/o/G4F0vuS7ro8yRrSeaPLLBTKLmfD5mfrZxPlO+0lhXDjHXhFl2CHhhWvGUgfkkSc8GUR14h1gNLht5KPxpZJa9QjHvDRZKmICIPxFqrB17a4fHX/tqhvItkDFVISP2b+Oo5qWa58k386rpD51F8ZaTYAMmAIvd9IJAXZZVvgySRQiyYmC3JZljYmJn4KJlZy7QSdTrjJUaiEZPY9+KVWHyfleXs88WyRZIbEaEFNGMyP4F4+Z8OWgQwJv/TUSz5nyjzx7O8Vyz3M8j8fIXkjoWMH00Y2OBaHTxBxSh4TnKZyMpkwCTqgWT9UOiBVIt+F4hxb7jIHjdkEdaQwIAgjJ8JTAWVfEu6bwXKL1YerhDopslJV9cthsIZNhBB/kmliOQAlQdWfs2FNFCKaZzEhMpo450zCTFWguOLbN3/mQwWJUorXd/KpMTE54VMDswk92MkDITT6YFU8l+JHsi3/Fcq8ws5mZRPea/E4MhG5udL3hdatuczb4UnqBilz8VovPAx0hkxyXQB9fFiyPwJZbhI/V2QetMI8TjBmcrNlZI8JPgpMZxS0t8/bHHCTOSqcPKZ6zFaUpUHnggeEiWQYClksmYucbD5Rm1wlsR5TLRrzsZoydQ3sjFmRuCsxpjL/URSyDhFOiFPid6KKFcm8+VxItuVPC9SYPiaJuNVrhczyT4bWcKTVeObfOqNYJIyyUr7VDqDRhIOl5Eh/oVi3BsuDk37QKMpwJVZiKrteVa6riM5b6qXQijLtFxzCiRXu/Ifj01FzaQYDEZURhdhTkp4ID49a2ryUy0o3xiMKlQlnlvNkpz2Feo7hPGA0axFdX0ssXZykM9r1jmmofAo62daW0NSmVxoJZaV3B+lTsiVbHUJyWxtwAhHikURczsJjAmDclqB2NWhBk59W0nLdUWyNYv+XVQZWL8SY425rBINC8b+PIpJaV/z0Rz0SWpZaRcL52bpGBgFKlmWCxEJVHC8Xi+eeeYZRCIjFzRkGIZhxg6NRoNzzz0XZnN+y2Sy3GcYhpk8Mn9CGS4xJRYIFD4RlGEYhlGOwWAomAJjuc8wDDN5ZP6EMlwYhmEYhmEYhpkclFB2A8MwDMMwDMMwTHLYcGEYhmEYhmEYpuRhw4VhGIZhGIZhmJKHDReGYRiGYRiGYUoeNlwYhmEYhmEYhil5xv0ClKWIy+XC22+/jd27d+OTn/zk4Of79+/H008/jba2NtjtdqxduxbHHnvs4PcbNmzA888/j76+PtTW1uKyyy5DQ0N0gbempibcf//9sNlsuPbaa2E0GvGtb30LV1xxBRYvXix+I0kSvvvd7+Lss8/GCSecMLjfO++8E2eccQZWr15dtDagkqUvvPACtm3bhrq6Otxwww3i8+bmZjzyyCM4evSoaIMzzzwTK1euHNzmvvvuE+135ZVXimu/9957UVlZiYsvvnhw33/5y1+g1WpxzTXXDH72z3/+E1Qg7+qrr0Yp4/F48PDDD4tnQ6fT4ZhjjsH5558PtVot2mXHjh0466yzhj0XpU6+7nV3dzfuuuuupMeg55raa6L2Zyoj+e677+Lf//73iOM3NjbiU5/6FMaSVG3Q3t6ORx99VFyP0+nEeeedhwULFuTcBuMVlvks8yeTzCdY7k9sue8qYZnPhkueIQH13nvvCcMifqDV2dkpBuE0ePvwhz+MAwcOiN+WlZVh9uzZaG1tFQ8vDdBnzJiB119/HX/961/xpS99SeznqaeeEtvSYPDNN98U76dMmSIehJjhQgNEn88n9h0zXOjh6e/vx9SpU1EsQqEQ7rnnHnHel19+uRjMEuFwWFzT/PnzhcG1b98+PPTQQ+L7+vp6cV30PxlYdL233HKL6Lx79uwZ3DcZZ3R9ZLjEQ+0Qb6yVKtTh6X7ceuutcLvdohPTM0BtQAKBOvM//vEPLF++fMwG6mN1r2OQsCaBGM9YtUUx+zPhcDjw6U9/esTCXmNJqjagxX//9re/CTl02223CcP173//Oz73uc+hoqIi5zYYb7DMZ5k/mWQ+wXJ/Ysv9h0tc5nOoWJ6xWq3COiUrNJ6NGzeKgdqpp54qPAhkodODvnPnTvH9pk2bxI0+/vjjUV1djQsvvFAYITSrS/j9frE9bUvvCRrU04A9Bg0O6eGhzhSDvtfr9cLyLRb0QNIs08c+9jFxjRaLRXxO50XXRNdG10iGxrRp08S1x66xqqpKXGf8NZJBRh2GaGlpgUqlEn+T0CdonzRbX0zjLBeCwSC2b98uZtvoGufOnSsG7vRs0PWS8CJlRgIrdr2lTj7vdQzaB83IxL8mQ38m6NlOvPax9kSkaoOuri50dHTgggsuEPeS2oIMzthEQ65tMN5gmc8yfzLJfILl/sSW+9YSl/lsuOQZCtMiazQRcqVddNFFwz4jr0HMqqZwk5qamsHvyNggI4QeEoIekF/84hd49tlnxUMRG9ST5RqDHg7qSCQsY9vR93Q+5JYuFvTwnnjiieIa4qFrpGuKt+BJaMfOla6LXIz/+7//K643do00u0Pbxq6RBsD0ecxAo2uk66MOUcrQLD0pp3gjMnb9pNBIKHzjG9/AvHnzxEzHeCCf93qy9+fx1gbUL4n4e0zvY59PpDZIB8t8lvmTSeYTLPcnttw/u8RlPoeKFYnEh4BCuPbu3YvTTz9d/B0IBEYILpPJNGiVLl26VAg66iSxMCnyMJA1S8KxvLxcDOQpVpb+pwE+WcTkcSmmJ4KENLkL6Vzvvvtu4Rqn9zTIS3WN9HuCzveOO+4QYUax39HsOz34dB1kmJBXiWY4KGSMrpEe/th3ieFjpQZdPxHfBnT99DmdO81wkPeCZjvGA/m+15O9P483aABGffOVV14RcmfXrl1CQS1cuHDStEE6WOazzJ9oMp9guT955X5dicj88ddyEwAadD/44INi1pY8B7HPkkEJ5zESHwhyM1NyGHkcyIAhq58G8DNnzhTGCw3q6bvjjjsOxUzYo2sh9zgNYMkTQvGSTzzxRMqQn/hrTPZAxzxLJDAPHjyIc889Vwx433jjDfE9fRdrx1Im0z0md/F4UmCFuNfEz3/+c9EWMWjfpZy4mq/+HFOENAMbD8USk6FXatD9pvyl3/3ud3j11VfFtdG9IsU2mjaYiLDMHw7L/PEp8wmW+5NX7qtLROaz4TIGPPnkk+jp6RlWFYsEWPzNjZEpxIs6zJEjR8T+Zs2aJfZD/9Ognj6j2Zxie1wIStSOdWaKk/zXv/4l3ITJrjFTEhrt5/333xcGCrklye1O+yHrnrxN5HE555xzUOrEBuPUuePvazHD+Er9XhM33nijMMhjlLpiz2d/JoMvvlABQYmfpQjNolGi8cknn4xly5YJOURV1iiUk6rI5NoGExGW+cNhmT9++wDL/ckr9/0lIvPZcCkyVF6OqjWQi5hcaDEMBoPwmsRDf8f/JhlklFBiGA3oFy1aJD4jrwvluWzZsmXQK1MsKLSLHt74GEhK0iIPCc2uJ7vGTBY4XSNVo6AEsJhxRi9KAqOqFiQ8xoPHhe5x7JpjSexKrr9UKcS9JijZj0IfJ2N/JgFPiYvjJc6d7n8sgZPkzuHDh0UlGSpxnWsbTDRY5rPMnygyn2C5P3nl/qYSkfnj1+wfh1BOxuOPPy7WGqEBXjyU0BSfaE+GByXuxSc6JYMG7OR1IMuXBvWxTkCDeupYxa60RYNY6oD0MMegil80kKWHnK4pvpoEVQzLdI0UV0mdhTpN7BoJek+emFgeTKlD7UL3Jv4+K7n+UqUQ93qy9+fxRMxAjYeSMelzYjK0QSZY5rPMn0gyn2C5P3nlfrhEZD4bLkWCbh4tuEcuNhqIU1332IsgtxuFPJHlSslOlCdAA/Lp06en3S+55ygcjCzdeIud8lyowsNYeCLoGqliFHlI6JqeeeYZsfAgnROV+HvsscdEKeP169eLQS9dezpiA2HahhLzS+Eac4HuESWxUXtQ56b2oTag+v3jlXzfa4Ke5/j+Qa9UsbMTrT+Tmz3x2qk9ShFKsqRJE4p1pvYg7ydNJMQSNXNtg4kCy3yW+RNR5hMs9yen3J9bIjKfQ8WKBK0mSkltL730knjF88Mf/lB0AsoVeO6550TMIP193XXXZYwFJmuXrNnECjYxz8RYrG1CxQBo1VXKdSAohI3q2JMBQtdEC3JRSTwKY6NrTpy1SAYZJ1S1Kj6EiNqIXJClvn5LPLSKLC3E+Nvf/lbMXFHSeTGLJ4yHe/3rX/96xGdf+9rXxnQ9l2L1Z0rSvPPOO4d9RgmaX/jCF1Bq0HnRNdE1vvDCC+L+0IJitDI4kWsbTBRY5rPMn4gyn2C5PznlflWJyHyVnCyThmEYhmEYhmEYpoTgUDGGYRiGYRiGYUoeNlwYhmEYhmEYhil52HBhGIZhGIZhGKbkYcOFYRiGYRiGYZiShw0XhmEYhmEYhmFKHjZcGIZhGIZhGIYpedhwYRiGYRiGYRim5GHDhWEYhmEYhmGYkocNF4ZhGIZhGIZhSh42XBiGYRiGYRiGKXnYcGEYhmEYhmEYpuRhw4VhGIZhGIZhmJKHDReGYRiGYRiGYUoeNlwYhmEYhmEYhil52HBhGIZhGIZhGKbkYcOFYRiGYRiGYZiShw0XhmEYhmEYhmFKHjZcGIZhGIZhGIYpedhwYRiGYRiGYRim5GHDhWEYhmEYhmGYkocNF4ZhGIZhGIZhSh42XBiGYRiGYRiGKXnYcGEYhmEYhmEYpuRhw4VhGIZhGIZhmJKHDReGYRiGYRiGYUoeNlwYhmEYhmEYhil52HBhGIZhGIZhGKbkYcOFYRiGYRiGYZiShw0XhmEYhmEYhmFKHjZcGIZhGIZhGIYpedhwYRiGYRiGYRim5GHDhWEYhmEYhmGYkocNF4ZhGIZhGIZhSh42XBiGYRiGYRiGKXm0Y30CzPgnEomgvb0dd//wt2iYUYuZ82eM9SkxDMMwDDMBad+6FUvPPBNTpkxBRUUF1Gqeg59MqGRZlsf6JJjxRygUwtGjR/Hn//sbZi6aDoNRj662HhzZ70I4FMl6f2pjeQ7bOLLeRmxnsGW9jcpozulY0Buy38agy+lQkkGT9TYRffbdP2TI/v6K7fTBrLeJ5LANIekD2W+kzWEbAJocttNrcjuWUePPehuL2pvTsSyq7I9lzmEbp5Tb+RkkKett9OGcDgVDSJX1Nrocj6XL4VjaUG7HUgey7/+qYPbtLvBnLzdkf/aNKOVwHLFdIPvtIjlsQ4QD2bdhKJRbu4dC2d/jYDi3YWEgXJxtYDJDXrgc+vJyhF0uzF66VBgxNTU10Giy14PM+II9LoxifD4fWlpa8ODfHsb0eY3QaDVwVDiw7tl3sXvjPnQe7YbeMSenFtWXz8t6G11ZboaLJoft1M6anI6lsmd/LNmRvWFFRJz6rLfxO7JXhl5L9oNTwmN1Z72N39qf07FCtt7sNzL35mZMmLIfNdoNubVhua47621qdB05HatW05X9sVTZn19ZuB25YAplP+Jx+HMbkNm92c/o2nLYhjB7st/OmH3XEuhc2Q+8Nf4crSRP9sa61JV9Pwn35jYpEOzJfrtAjsfyubJ/dj39uVnCXl/2Mr7fk5uRFPFl37/6cxOF2OPWwDxzJhyrViHc34+DU6Yg4vejf/MmnP3p21BXVwe9PnudyJQ+bLgwaenv70dzczOe/s9zaJhZBykiCbfsC/9+Dbs37Ud/T44ak2EYhmEYJhdkGd59+8Tr6P33w1BfD8fKlXCsOhZvv/025HAY7p07cMpHrkN9fT3M5hyjJpiSgw0XZhgUOdjT0yOMlddffgOVdRUIBUPw9Hnw2J+exd4tB+D35jbLxDAMwzAMk28CLS1op9fjj0PrLINjFRkxq/D+O+9gg1YLz769OP6SS0VImc1mg0qVfUgmUxqw4cJAkiR0dHTgZ9+5G3OXzYS9zAav24fmA214+dE3cWD7YYRzCMtgGIZhGIYpJuHeHnS98IJ4acxm2JYvh/PYY7Hp3XexdetW+FtasOy004QRU15ezkbMOIMNl0lKOBxGa2srfv/zezF7yQyYLEbMWTIDO9/fi92b9uHI3hbIEtdtYBiGYRhmfBLxetH75pvipdLpYFu0GI5jV2GrxYJdDgdCPT2Yt3KlMGKqq6u5Qtk4gA2XSUQgEBDJ9f/44/2YsWAadHotahqq8N4rm7Br4z60HcktiZdhGIZhGKaUkUMhuDZuEC+o/gDL3LkiJ2ZHKIj91TXCyHFt2IDzvvAF1NbWQqfLrcInU1jYcJkEHDp0CA/e9zAaZ9dDBRVMZiNefexN7Nm0Hz0dfWN9egzDMAzDMMVDluHZtUu8Wv5+H4yNU+E49liRF7N+/XpIwSD6t27FBbffLiqUMaUDGy6TgIf+8SimzW0QFcHeevF9bPjvFjZYGIZhGIZhqPT+kcPi5XrvXVSdex7K166F45hj8Nj3v4+P3303t1EJwYbLJOBTn/+EWCzyvnv+hZWnLsPqs1eio7lThIdRSePWw7mto8AwDMMwDDNuUalgmTdfeFroZaiuRsTjQfcbr+OCL34JNZdeOtZnyCTAhsskwGAwYPr06fj6nXeIpPy2tjb89qd/EEbMSRccj77ufrGAJCXlH97TzEn5DMMwDMNMSESS/pIlIr+FvCpau10k6c9ftUqs+SKS9G+4YaxPk0kBGy6TDK1WK6pnfPdn3xRlkDs7O8WaLVTR/NjTl4syyLRWCxky+7kMMsMwDMMw4xyNxQL78hXCq2JbtgwaoxH+lmYsPu44YaxwWeTxAxsukxi1Wi1mFui1fPlysfAkVR3zuLxYesJCsfDk/u2HsGvDPl54kmEYhmGYcYOurAz2lavEGi7WBQugooUo9+7FslWrxASu3W4f61NkcoANF0ZAq8jSjAO9Fi9ejP7+fuGJoRLJF994jkjspzAy8sTs2rQP/T1ubjmGYRiGYUoGQ319NARs1SpYZs+GHA7DvWMHjjn2WOFZMZvNY32KzChhw4VJis1mw/z58zH/jvnw+XzCE3Ngx2Gc8aGTcfaVp+LoobaoEbNxHzqPdnMrMgzDMAxTXFQqmGfOjBorx66CsX4KIn4/+jdtwnFXXy1KGev1er4rEwg2XJiMmEwmzJo1C3d8+0sIhUKiQtmf3v0bVp+zCmsvWYPu9l7s2rgXuzfuRwfZMDI3KsMwDMMwBUCjgXXxYhECZl+5EvrycoRdLsxeulSEgNXU1EDzkY9w009QVLIs8zCTyYlIJIL29nbc/YPfYO6yWbDYzQgGwgiHpewfRJUm+xNQq7PfJtdjqah8QS4HUxftWHIuzZHDoWRVbiIjp+3GwbFUOVjqKpVUtGOpczyWOpdjIftjaXKc6VDloLpy7MU5PRoqObej5fQY5qjFcztWjgfLZTNJLtr55bRZrseSSrvZcx0W5rJZTkfSG6DSGxBob8fiE08UxkpFRYXI22UmPmy4MHmBBF1XV5d4sS3MMAzDMEwhCws5HA6Rn8tMLthwYRiGYRiGYRim5GG/GsMwDMMwDMMwJQ8bLgzDMAzDMAzDlDxsuDAMwzAMwzAMU/Kw4cIogkogf+ELX8Dpp5+O8847Dz/72c8QDAbFdxs3bsT111+Pk08+GVdeeSVef/31Yds+/fTTuOSSS3DCCSfgIx/5CLZv3z6h2yOeW265BRdddNGEbo90bfHoo49i1apVw1633XbbpGwL4sCBA/jSl76EM844A3/+85+HbTtZ2oL6ROIzQa9LL710wrZFpmeDnouPf/zjOOWUU3DFFVfgv//977BtJ1p7pGuLt956C1dddRXWrFmDG264AXv37p3QbdHW1oYvfvGLOPXUU4WuiJcLO3fuxHXXXSeu9eKLL8YTTzwxodsiU3sQu3fvxp133okf/ehHI7adiO3BJIHKITNMOkKhkPyhD31IvuOOO+R9+/bJb7/9tnz22WfLv/3tb+XW1lb5lFNOke+99175yJEj8gMPPCCvWbNGbmpqEtvu2bNHPv744+V///vf8oEDB+Tvfe978rnnniv7/f4J2R7xPPnkk/KqVavkCy+8cPCzidYemdriD3/4g3z77bfLHR0dg6++vr5J2Rb79++X165dK3/rW9+Sd+zYIXs8nsFtJ1Nb9Pb2Dnse6EW/+9GPfjQh2yJTe9B3H/jAB+Svf/3r8sGDB+U//elPQoaSPJ2I7ZGuLVpaWsS133PPPYPXetFFF4ltJmJbRCIR+dprr5W/9KUvietZt26dfPrpp8tPP/20HAwG5fPPP1/+/ve/L74j3XrcccfJu3btmpBtkak9XC6XfNNNN4k2OO200+RvfvObw7adiO3BJIcNFyYj7733nhAIXq938DMyVK655hohJEjpxkNK6aGHHhLvf/WrX8m33nrr4He0D1JMb7zxxoRsjxj9/f3yOeecI3/jG98YZrhMtPbI1BZ33XWXfOeddybddrK1BRlwn//855NuO9naIh7qKyeddJK8e/fuCdkWmdqDDNqVK1fKnZ2dg99ddtll8oMPPjgh2yNdW9D/V1111eDnZLCQUfPCCy9MyLagATbdezLeY/zgBz+Qv/rVr4pBO/WL+IH3zTffLP/yl7+ckG2RqT2of/zmN78Rk6VktCQaLhOxPZjkcKgYk5H6+nr85Cc/gclkGvxMr9dDq9UKt+zf//73Yb+nz30+32AIxKxZswa/o300Njbi4MGDE7I9Yvzud7/DihUrRAhMPBOtPTK1RXd3t1gYLBmTqS1cLhfWr1+Pj370o5jsbZHIk08+Ka59zpw5E7ItMrVHIBAQfxsMhsHvjEbj4OcTrT3StUVLSwumT58++Dl9tmjRIuzZs2dCtsXUqVPx2muvobKycoT+pGula4t/LqiPxK51orVFpvYgPfKJT3wCNTU1SbediO3BJIcNFyYjtbW1OOmkkwb/liQJTz31lIhPJqFCSjb2OcWYkvKhGH7C4/HAarUO25/dbhefT8T2ICgm+/HHH8fnPve5EdtOtPbI1Ba0ICkpIopVJiP3V7/6FcLh8KRrC4rLpoXSyHj5wAc+IF733Xff4G8nU1sk8vDDDw/Lb5lobZGpPWgw2tDQIGL5qW+8+uqrOHToENauXTsh2yNdWzidTrS2tg77vU6nQ0dHx4RsC1pI0Ww2D8tpeeaZZ0Q+S6ZrnWhtkak9MjER24NJzsjpL4bJwD333AO32y2SSGP89Kc/xYMPPigU77e+9S2hnIhIJJJ0H6SsJmp7UNIgJZXSyr6JTPT2SGyLxYsXi2u+4IILcPjwYfzgBz8QM2E33XTTpGoLMt6ob1Cy6He/+10xMKUEU5pZPPfccydVW8SzYcMGMVA955xzBj+b6G2R2B4ajQbf+c53cPPNN+Ovf/2ruE5KTiZjZjK0R3xb0KQPGXDPP/+8MGReeOEFvPLKK4OG7URtixdffBHf+MY3hJeNBumUmL5r16601zpR2yJVe2RiIrcHMxw2XJisePnll4VyJWUT87QQFAJDymXdunVi4D537lzxohkUyqVKhJT1RGwPqvpCXoZrrrkm6e8ncnskezZuv/32we/peaBBKs2wk+EymdqCKibR7B8ZbhQWQ+EvZMQ89thjwnCZTG0Rz7///W9htMSHDU3ktkjWHjRo/5//+R8hM6gttm3bhl/+8pdYtmwZFixYMKHbI7EtaKLjk5/8pBi0fu1rX8Pq1auxdOlS0XeIidoWVAWLQq7JcLvrrrvwyCOPpLzWWLjlRG2LVO1x2WWXpd1mIrcHMxw2XBjFULjLN7/5TXz961/HwoULh31XVlYmXhRjSuUsaQD/+c9/Xrh9Kb4/HvrbZrNNyPag2UIKlYuFxNAsUCgUEqWiaTAyUdsj3bMRz8yZM0W5S2IytQXFZ1OoGBktMSiWn/rKZGuLGD09PXjppZfwpz/9adjnE7UtUrXHc889JwZdMSN/3rx52LJlixi4fe9735t0z8aNN94oyupTiA95JMkTE8tdmKhtQddF8oBeTU1NwqA///zzk15rLBxqorZFqvbIZLhM5PZghsM5LowiyItAhgjV16e6+zFooE7KddhDpVYPDtBooEpxqjEoyY4EUXwS3URqj7vvvluEzP3jH/8QL1qboaqqSryn2dOJ2B6p2qK3txdnnnnmYHw6ceTIEdEexGRqC7ommlmnELEYzc3Ng4mmk6ktYvznP/8R1zd//vxhn0/EtkjXHuSNozyOeGJeusn6bJAHjoyWzZs3i35CM/ATsS3effddXH311cM8BTH9SddK8pLkRgwqUhC71onWFpnaIxMTsT2Y5LDhwmSEFCjFXFPFj8svvxydnZ2DryVLlgjvCg1CSMFQhaB33nlnMCY1FvpAA3eq7kELjZFnZvny5ROyPUjZUiWT2Ku8vFy4quk9DUYmWnukawuLxSISjyk8iiq+kFL6y1/+ImYSicnUFnRdZ599tshloMEHJWBTyFxscdLJ1BbkgaSBSarwj4nWFpnag8KhaIBKIVM00KKcDkpWjyXnT7Zng3LB9u3bJ2bZP/vZz4rcH4fDMSHbguRje3u7yBGlZ4Bk5AMPPCCK26xcuVIUK/jxj38srpXagww5kiMTsS0ytUcmJmJ7MMlRUU1kbhwmHe+9957wHCTjt7/9rZg9++Mf/ygMF0oopZWx4wUNKWH6Hc28k2Ci2GUKh5io7RFfApmqi/3+978X/0/E9sjUFuTqJ8X79ttvi1lUUi4Uwx6bYZ5MbUGehe9///siUZ8MWgqBufbaawd/M5naggavX/nKV0TFIDJwE5lIbaGkPSgJ+Te/+Y0YcFFYIT0b8XlyE6k9MrUFlf+lsrc0U07tcOGFFw77zURqC2LHjh34+c9/LrwFlMtD1RcpZ5QmvOg7mvihyQ4q9nLrrbeKnLiJ2haZ2iMGFQCK/38itwczEjZcGIZhGIZhGIYpeThUjGEYhmEYhmGYkocNF4ZhGIZhGIZhSh42XBiGYRiGYRiGKXnYcGEYhmEYhmEYpuRhw4VhGIZhGIZhmJKHDReGYRiGYRiGYUoeNlwYhmEYhmEYhil52HBhGIZhGIZhGKbkYcOFYRiGYRiGYZiShw0XhmEYhmEYhmFKHjZcGIZhGKYI3HvvvXjhhRcU/fYnP/kJ3nvvvYKfE8MwzHiCDReGYZgCcujQIVx66aUoLy/HlClT8PnPfx6BQIDbfJLx3HPP4a677sLy5csV/f6MM87ABz/4QbS1tRX83BiGYcYLbLgwDMMUiFAohPPOOw8GgwGvv/46/va3v+Gf//wnvv/97xe8zb/1rW/h1FNPLdn9jTXFvB56Dj75yU/i97//PSorKwc/X7t2LT760Y8O++3//u//wmKxYP369bjqqqvw//7f/yvKOTIMw4wHtGN9AgzDMBOVdevWYe/evXjnnXfEYHThwoW4/fbb8e9//xvf/va3x/TcIpEINBoNJhrFuK5sj/HQQw+hpqYGp5xyyuBnsixjw4YNuPzyy8XfXq8XN998M15++WU8//zzWLNmDY4ePYpp06bhe9/7Hurr6wtyLQzDMOMJ9rgwDMMUiBkzZuCRRx4RRksMo9EInU6X9PcqlWownMhsNotwocOHD+Paa68V+5g6dSr++te/Dv7e4/HgpptugsPhwPTp03HnnXdCkiTxngyjV199Vezz4MGDg/unmf+GhgZ85StfSbl9Iqn2l277bK+Ffk95HUuWLIHJZMI555yD1tbWjNea7LqInTt3in3QsSlE7wc/+EHa64m/LuKGG24Qr/jzSzyG0vZ74IEHcOGFFw77bM+ePejv78cxxxyDAwcOCEOF/qe8FnpP1NXVYdWqVcLwYRiGYaKzPgzDMEwRiEQi8ooVK+S77ror6fckkk877TR569at8rp16+TGxkbZbDbLP/3pT+V9+/bJ3/zmN2Wj0Sh3d3eL31966aXyeeedJ37/yiuviN//+c9/ltvb2+UvfOEL8gknnCAfPXpUDofDg/tfu3at+H1PT0/K7RNJtb9022d7LfT7k08+Wd60aZP4/cKFC+XLLrts8BwyHSv+uqidp02bJt96663iWP/5z39kg8EgP/fcc0mvZ+/evWIfBw4cGDze9ddfL17x9yb+GJnOKZ6amhr5hRdeGPbZP/7xD1mj0cgPP/ywXF5eLt9yyy1yIBAYse1tt90mX3XVVWmeKoZhmMkDGy4MwzBFggbrM2bMkL1eb3KBDAwb4H7xi1+UlyxZMvg3bUe/Wb9+vbxnzx4x8O3o6Bj8/sc//rF81llnDR6LBtqJ+3/++efF+0zbJzv3+P1l2j6ba4n9/sUXXxz8nt6r1Wph2Cg5Vuy6iFAoJIwfj8cz+NmaNWvkO++8M+n1kMGixHCJP4bS9uvv7xfbbt68edjn1B60PV3jr3/9azkVP//5z+VVq1al/J5hGGYywTkuDMMwRYBCxih06rXXXhOhUKmIz52gkCqqRhYjtp3P58PGjRsHw8JihMNhkRORDq02KvZz3T6Gku2VXksMtXooevm4444T+6fwrX379mU8Vuy6Yu9tNpsIS3v33XfR09MjckjOOussjIb4Yyhtv76+PvE/nU8877//Ps4880xs3bo1bdlj2i62D4ZhmMkOGy4MwzAFZtOmTbjuuutwzz33iJyFfGG328XAPJ5U+TOluH06yAggos6O7I7l9/tx9tlnC0Pl/vvvR1VVFa655hrkGyXnRBXliETjgwwXqmxGeTEnn3wy5s+fjy996UtJr0Wv1+f93BmGYcYjbLgwDMMUEFqH4+KLL8ZnP/vZvA6eFyxYIAbDNMCnQS9B72MDfkomH832iSTuL9vtlRCf2E4GAXlgqMABDf6zOdb27dvR0tKCu+++e9DTEe8tSbye2G8o2T4G7Ttxm1yu3+l0CmMmfj2W/fv3o7e3VyTmr1y5En/605/EszF37lxccsklw7bv7OwUFckYhmEYrirGMAxTMGihSVp8kgakVJGKqmTFXsFgcFT7XrRokVgj5uqrrxZll6mK1pVXXomvfe1r4vuKigoxQKaQJpq1z3b7RBL3l+32SiAPBHmn3nrrLWHo0QKMZWVlWR+rsbFRGDu0bgpV6vrRj34ktotvh/jriVU5I0OHQtPIS0OhfelQek5k/CxevFicRwwKDSPDKbYY5Yc//GF89atfFcYLnU88tN9ly5bl1J4MwzATDS6HzDAMUyBoEUF6vfDCC2IdDipvG3u9+eabo97/fffdJ2b+qezv8ccfL/JGvv71r4vvaH0QyimhMCTyPmS7fSLJ9pfN9ko48cQTRV4KLQxJZYd/9atf5XSuFBpGi33S9uTR2LVrlyhtHB+ulXg95PV46aWXsHTpUlGmmULNMqH0nM4991w88cQTw8LE5syZMyzvhcoz0+/IOxdfBvqVV14RBhLDMAwDqChDnxuCYRiGGUvIA0GLLxZrNftiQmu2UFhYU1OTWPNFKc888ww+9alPYffu3RNysVCGYZhsYY8LwzAMwxQQ8q585CMfwXe+8x3F21CuDHlhaOFMNloYhmGisOHCMAzDMAXmJz/5iSiFTS8lkJFDOTBXXHEF3xuGYZgBOFSMYRiGYYqA2+0WBQIqKysz/paKBMSvEcMwDMOw4cIwDMMwDMMwzDiAQ8UYhmEYhmEYhil52HBhGIZhGIZhGKbkYcOFYRiGYRiGYZiShw0XhmEYhmEYhmFKHjZcGIZhGIZhGIYpedhwYRiGYRiGYRim5GHDhWEYhmEYhmGYkocNF4ZhGIZhGIZhSh42XBiGYRiGYRiGQanz/wFLntAN88kpswAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 800x700 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import earthkit.plots as ekp\n",
    "\n",
    "ekp.quickplot(r)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4eee7b1e-fbe3-43d9-b185-867c7d8946aa",
   "metadata": {},
   "source": [
    "#### Converting the results to Xarray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8fd12a93-6cf9-4d6e-83e2-0efd9e545a48",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in notebooks */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(\n",
       "    --jp-content-font-color0,\n",
       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
       "  );\n",
       "  --xr-font-color2: var(\n",
       "    --jp-content-font-color2,\n",
       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
       "  );\n",
       "  --xr-font-color3: var(\n",
       "    --jp-content-font-color3,\n",
       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
       "  );\n",
       "  --xr-border-color: var(\n",
       "    --jp-border-color2,\n",
       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
       "  );\n",
       "  --xr-disabled-color: var(\n",
       "    --jp-layout-color3,\n",
       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
       "  );\n",
       "  --xr-background-color: var(\n",
       "    --jp-layout-color0,\n",
       "    var(--pst-color-on-background, white)\n",
       "  );\n",
       "  --xr-background-color-row-even: var(\n",
       "    --jp-layout-color1,\n",
       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
       "  );\n",
       "  --xr-background-color-row-odd: var(\n",
       "    --jp-layout-color2,\n",
       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
       "  );\n",
       "}\n",
       "\n",
       "html[theme=\"dark\"],\n",
       "html[data-theme=\"dark\"],\n",
       "body[data-theme=\"dark\"],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: var(\n",
       "    --jp-content-font-color0,\n",
       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
       "  );\n",
       "  --xr-font-color2: var(\n",
       "    --jp-content-font-color2,\n",
       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
       "  );\n",
       "  --xr-font-color3: var(\n",
       "    --jp-content-font-color3,\n",
       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
       "  );\n",
       "  --xr-border-color: var(\n",
       "    --jp-border-color2,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
       "  );\n",
       "  --xr-disabled-color: var(\n",
       "    --jp-layout-color3,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
       "  );\n",
       "  --xr-background-color: var(\n",
       "    --jp-layout-color0,\n",
       "    var(--pst-color-on-background, #111111)\n",
       "  );\n",
       "  --xr-background-color-row-even: var(\n",
       "    --jp-layout-color1,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
       "  );\n",
       "  --xr-background-color-row-odd: var(\n",
       "    --jp-layout-color2,\n",
       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
       "  );\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "  line-height: 1.6;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-obj-name,\n",
       ".xr-group-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-group-name::before {\n",
       "  content: \"📁\";\n",
       "  padding-right: 0.3em;\n",
       "}\n",
       "\n",
       ".xr-group-name,\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
       "  margin-block-start: 0;\n",
       "  margin-block-end: 0;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: inline-block;\n",
       "  opacity: 0;\n",
       "  height: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "  border: 2px solid transparent !important;\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:focus + label {\n",
       "  border: 2px solid var(--xr-font-color0) !important;\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: \"►\";\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: \"▼\";\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-top: 4px;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-group-box {\n",
       "  display: inline-grid;\n",
       "  grid-template-columns: 0px 20px auto;\n",
       "  width: 100%;\n",
       "}\n",
       "\n",
       ".xr-group-box-vline {\n",
       "  grid-column-start: 1;\n",
       "  border-right: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "  width: 0px;\n",
       "}\n",
       "\n",
       ".xr-group-box-hline {\n",
       "  grid-column-start: 2;\n",
       "  grid-row-start: 1;\n",
       "  height: 1em;\n",
       "  width: 20px;\n",
       "  border-bottom: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-group-box-contents {\n",
       "  grid-column-start: 3;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: \"(\";\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: \")\";\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: \",\";\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  border-color: var(--xr-background-color-row-odd);\n",
       "  margin-bottom: 0;\n",
       "  padding-top: 2px;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "  border-color: var(--xr-background-color-row-even);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  border-top: 2px dotted var(--xr-background-color);\n",
       "  padding-bottom: 20px !important;\n",
       "  padding-top: 10px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in + label,\n",
       ".xr-var-data-in + label,\n",
       ".xr-index-data-in + label {\n",
       "  padding: 0 1px;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-data > pre,\n",
       ".xr-index-data > pre,\n",
       ".xr-var-data > table > tbody > tr {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
       "  color: var(--xr-font-color0);\n",
       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
       "  stroke-width: 0.8px;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 44kB\n",
       "Dimensions:    (step: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step       (step) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude   (latitude) float64 296B 90.0 85.0 80.0 75.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude  (longitude) float64 576B 0.0 5.0 10.0 15.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t         (step, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-a9717d2a-b78b-487f-8686-55c2fe941555' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a9717d2a-b78b-487f-8686-55c2fe941555' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>step</span>: 2</li><li><span class='xr-has-index'>latitude</span>: 37</li><li><span class='xr-has-index'>longitude</span>: 72</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7c01a778-204f-4a82-84b8-2670aad7c5e3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7c01a778-204f-4a82-84b8-2670aad7c5e3' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>step</span></div><div class='xr-var-dims'>(step)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>00:00:00 12:00:00</div><input id='attrs-926fdffb-bd60-47ac-9ab0-56f9d21a16a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-926fdffb-bd60-47ac-9ab0-56f9d21a16a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b38b1c76-a887-406d-a3af-971ca5501a9d' class='xr-var-data-in' type='checkbox'><label for='data-b38b1c76-a887-406d-a3af-971ca5501a9d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>forecast_period</dd><dt><span>long_name :</span></dt><dd>time since forecast_reference_time</dd></dl></div><div class='xr-var-data'><pre>array([             0, 43200000000000], dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>90.0 85.0 80.0 ... -85.0 -90.0</div><input id='attrs-55de481a-6fdf-436c-8ff8-7ffa45240815' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-55de481a-6fdf-436c-8ff8-7ffa45240815' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-275837f9-1312-4dc9-9bb5-e89cde98f878' class='xr-var-data-in' type='checkbox'><label for='data-275837f9-1312-4dc9-9bb5-e89cde98f878' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([ 90.,  85.,  80.,  75.,  70.,  65.,  60.,  55.,  50.,  45.,  40.,  35.,\n",
       "        30.,  25.,  20.,  15.,  10.,   5.,   0.,  -5., -10., -15., -20., -25.,\n",
       "       -30., -35., -40., -45., -50., -55., -60., -65., -70., -75., -80., -85.,\n",
       "       -90.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 5.0 10.0 ... 345.0 350.0 355.0</div><input id='attrs-ebf9efed-b154-4cad-90de-66a2d78099a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ebf9efed-b154-4cad-90de-66a2d78099a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1bbc2555-0240-405d-8309-f296202733f1' class='xr-var-data-in' type='checkbox'><label for='data-1bbc2555-0240-405d-8309-f296202733f1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([  0.,   5.,  10.,  15.,  20.,  25.,  30.,  35.,  40.,  45.,  50.,  55.,\n",
       "        60.,  65.,  70.,  75.,  80.,  85.,  90.,  95., 100., 105., 110., 115.,\n",
       "       120., 125., 130., 135., 140., 145., 150., 155., 160., 165., 170., 175.,\n",
       "       180., 185., 190., 195., 200., 205., 210., 215., 220., 225., 230., 235.,\n",
       "       240., 245., 250., 255., 260., 265., 270., 275., 280., 285., 290., 295.,\n",
       "       300., 305., 310., 315., 320., 325., 330., 335., 340., 345., 350., 355.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-087879a5-48ae-42da-a59f-d69e42dcccf9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-087879a5-48ae-42da-a59f-d69e42dcccf9' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>2t</span></div><div class='xr-var-dims'>(step, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bc1d7709-1c41-46dd-b899-1380c335aa7d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bc1d7709-1c41-46dd-b899-1380c335aa7d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e36dc9f2-b68b-42ac-b0ef-db1ddac36cbc' class='xr-var-data-in' type='checkbox'><label for='data-e36dc9f2-b68b-42ac-b0ef-db1ddac36cbc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>air_temperature</dd><dt><span>long_name :</span></dt><dd>2 metre temperature</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>_earthkit :</span></dt><dd>{&#x27;message&#x27;: b&#x27;GRIB\\xff\\xff\\x00\\x02\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xc4\\x00\\x00\\x00\\x15\\x01\\x00b\\x00\\x00 \\x00\\x01\\x07\\xe8\\x03\\x17\\x0c\\x00\\x00\\x00\\x01\\x00\\x00\\x00\\x11\\x02\\x00\\x01\\x00\\x01\\x00\\t\\x04\\x010001\\x00\\x00\\x00H\\x03\\x00\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00H\\x00\\x00\\x00%\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\x05]J\\x80\\x00\\x00\\x00\\x000\\x85]J\\x80\\x15(\\xde\\xc0\\x00LK@\\x00LK@\\x00\\x00\\x00\\x00&quot;\\x04\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xff\\x9a\\xff\\xff\\xff\\x01\\x00\\x00\\x00\\x00g\\x00\\x00\\x00\\x00\\x02\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00\\x15\\x05\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x06\\x06\\xff\\x00\\x00\\x00\\x05\\x077777&#x27;, &#x27;bitsPerValue&#x27;: 24}</dd></dl></div><div class='xr-var-data'><pre>[5328 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-66c82c59-26f7-4f3e-9d57-d778de757e07' class='xr-section-summary-in' type='checkbox'  ><label for='section-66c82c59-26f7-4f3e-9d57-d778de757e07' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>param :</span></dt><dd>2t</dd><dt><span>paramId :</span></dt><dd>167</dd><dt><span>class :</span></dt><dd>od</dd><dt><span>stream :</span></dt><dd>oper</dd><dt><span>levtype :</span></dt><dd>sfc</dd><dt><span>type :</span></dt><dd>fc</dd><dt><span>expver :</span></dt><dd>0001</dd><dt><span>date :</span></dt><dd>20240323</dd><dt><span>time :</span></dt><dd>1200</dd><dt><span>domain :</span></dt><dd>g</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>institution :</span></dt><dd>ECMWF</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 44kB\n",
       "Dimensions:    (step: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step       (step) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude   (latitude) float64 296B 90.0 85.0 80.0 75.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude  (longitude) float64 576B 0.0 5.0 10.0 15.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t         (step, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.to_xarray()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a6380b4-03b6-497f-b1d2-e36860830830",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "#### Writing the results to disk"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b206f6d-7a17-4128-818d-f12262d8f5ed",
   "metadata": {},
   "source": [
    "Write the resulting fieldlist to disk:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9c6b8bb6-a734-4930-b322-7c362c915a51",
   "metadata": {},
   "outputs": [],
   "source": [
    "out_file = \"_res_H8_nested_to_5x5.grib\"\n",
    "r.to_target(\"file\", out_file)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dev",
   "language": "python",
   "name": "dev"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}