{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---------------\n",
    "\n",
    "**If any part of this notebook is used in your research, please cite with the reference found in** **[README.md](https://github.com/pysal/spaghetti#bibtex-citation).**\n",
    "\n",
    "\n",
    "----------------\n",
    "## Network spanning trees\n",
    "### Understanding minimum & maximum spanning trees in `spaghetti`\n",
    "\n",
    "**Author: James D. Gaboardi** **<jgaboardi@gmail.com>**\n",
    "\n",
    "**This notebook demonstrates minimum & maximum spanning trees for the following:**\n",
    "\n",
    "1. Elementary geometric objects\n",
    "2. Synthetic networks\n",
    "3. An empirical example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:50.027716Z",
     "start_time": "2022-11-02T03:21:50.017717Z"
    }
   },
   "outputs": [],
   "source": [
    "%config InlineBackend.figure_format = \"retina\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:50.094006Z",
     "start_time": "2022-11-02T03:21:50.030556Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Last updated: 2022-11-01T23:21:50.082509-04:00\n",
      "\n",
      "Python implementation: CPython\n",
      "Python version       : 3.10.6\n",
      "IPython version      : 8.6.0\n",
      "\n",
      "Compiler    : Clang 13.0.1 \n",
      "OS          : Darwin\n",
      "Release     : 22.1.0\n",
      "Machine     : x86_64\n",
      "Processor   : i386\n",
      "CPU cores   : 8\n",
      "Architecture: 64bit\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "%load_ext watermark\n",
    "%watermark"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:51.946835Z",
     "start_time": "2022-11-02T03:21:50.098219Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Watermark: 2.3.1\n",
      "\n",
      "geopandas : 0.12.1\n",
      "json      : 2.0.9\n",
      "spaghetti : 1.6.8\n",
      "libpysal  : 4.6.2\n",
      "matplotlib: 3.6.1\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/spaghetti/network.py:39: FutureWarning: The next major release of pysal/spaghetti (2.0.0) will drop support for all ``libpysal.cg`` geometries. This change is a first step in refactoring ``spaghetti`` that is expected to result in dramatically reduced runtimes for network instantiation and operations. Users currently requiring network and point pattern input as ``libpysal.cg`` geometries should prepare for this simply by converting to ``shapely`` geometries.\n",
      "  warnings.warn(f\"{dep_msg}\", FutureWarning)\n"
     ]
    }
   ],
   "source": [
    "import geopandas\n",
    "import libpysal\n",
    "from libpysal import cg\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import spaghetti\n",
    "\n",
    "%matplotlib inline\n",
    "%watermark -w\n",
    "%watermark -iv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Helper functions for plotting and labeling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:52.017218Z",
     "start_time": "2022-11-02T03:21:51.949547Z"
    }
   },
   "outputs": [],
   "source": [
    "def plotter(net_arcs, net_verts, mst_arcs=None, mst_verts=None, label=True):\n",
    "    \"\"\"Convenience plotting function.\"\"\"\n",
    "    plot_mst, msize, vert_z = False, 40, 3\n",
    "    if hasattr(mst_arcs, \"T\") and hasattr(mst_verts, \"T\"):\n",
    "        plot_mst, msize, vert_z = True, 20, 4\n",
    "    # set arc keyword arguments\n",
    "    arc_kws = {\"column\":\"comp_label\", \"cmap\":\"Paired\"}\n",
    "    # set the streets as the plot base\n",
    "    base_kws = {\"figsize\":(12, 12)}\n",
    "    base_kws.update(arc_kws)\n",
    "    base = net_arcs.plot(lw=5, alpha=.9, **base_kws)\n",
    "    # create vertices keyword arguments for matplotlib\n",
    "    ax_kwargs = {\"ax\":base}\n",
    "    net_verts.plot(color=\"k\", markersize=msize, zorder=vert_z, **ax_kwargs)\n",
    "    # plot spanning trees\n",
    "    if plot_mst:\n",
    "        mst_arcs.plot(color=\"k\", lw=3, zorder=2, alpha=.9, **ax_kwargs)\n",
    "        mst_verts.plot(color=\"r\", markersize=100, zorder=3, **ax_kwargs)\n",
    "    # label network/tree elements\n",
    "    if label:\n",
    "        if not plot_mst:\n",
    "            arc_labels(net_arcs, base, 12)\n",
    "            vert_labels(net_verts, base, 14)\n",
    "        else:\n",
    "            arc_labels(mst_arcs, base, 12)\n",
    "            vert_labels(mst_verts, base, 14)\n",
    "\n",
    "def arc_labels(a, b, s):\n",
    "    \"\"\"Label each network arc.\"\"\"\n",
    "    def _lab_loc(_x):\n",
    "        \"\"\"Helper for labeling network arcs.\"\"\"\n",
    "        return _x.geometry.interpolate(0.5, normalized=True).coords[0]\n",
    "    kws = {\"size\": s, \"ha\": \"center\", \"va\": \"bottom\"}\n",
    "    a.apply(lambda x: b.annotate(text=x.id, xy=_lab_loc(x), **kws), axis=1)\n",
    "\n",
    "def vert_labels(v, b, s):\n",
    "    \"\"\"Label each network vertex.\"\"\"\n",
    "    def _lab_loc(_x):\n",
    "        \"\"\"Helper for labeling vertices.\"\"\"\n",
    "        return _x.geometry.coords[0]\n",
    "    kws = {\"size\": s, \"ha\": \"left\", \"va\": \"bottom\", \"weight\": \"bold\"}\n",
    "    v.apply(lambda x: b.annotate(text=x.id, xy=_lab_loc(x), **kws), axis=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---------------------\n",
    "### 1. Elementary geometric objects\n",
    "##### 1.a Simple cross"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:52.082864Z",
     "start_time": "2022-11-02T03:21:52.019327Z"
    }
   },
   "outputs": [],
   "source": [
    "bounds = (0,0,2,2)\n",
    "h, v = 1, 1\n",
    "cross = spaghetti.regular_lattice(bounds, h, nv=v, exterior=False)\n",
    "lines = geopandas.GeoDataFrame(geometry=cross)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:52.153353Z",
     "start_time": "2022-11-02T03:21:52.085562Z"
    }
   },
   "outputs": [],
   "source": [
    "ntw = spaghetti.Network(in_data=lines)\n",
    "elem_kws = {\"vertices\":True, \"arcs\":True}\n",
    "vertices, arcs = spaghetti.element_as_gdf(ntw, **elem_kws)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:52.603824Z",
     "start_time": "2022-11-02T03:21:52.156343Z"
    }
   },
   "outputs": [
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QYgMAAAAAAABQGP8/LJekRmathUcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 984
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotter(arcs, vertices, mst_arcs=None, mst_verts=None)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Minimum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:53.099763Z",
     "start_time": "2022-11-02T03:21:52.605991Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 984
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "minst_net = spaghetti.spanning_tree(ntw)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(minst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Maximum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:53.604225Z",
     "start_time": "2022-11-02T03:21:53.102478Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 984
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "maxst_net = spaghetti.spanning_tree(ntw, maximum=True)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(maxst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**No cycles can be formed with this simple intersection. Therefore, all network arcs are both members of the minimum and maximum spanning trees.**\n",
    "\n",
    "------------------------------\n",
    "##### 1.b  [Pythagorean triple triangle](https://en.wikipedia.org/wiki/Pythagorean_triple)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:53.671678Z",
     "start_time": "2022-11-02T03:21:53.606735Z"
    }
   },
   "outputs": [],
   "source": [
    "p00 = cg.Point((0,0))\n",
    "lines = [cg.Chain([p00, cg.Point((0,3)), cg.Point((4,0)), p00])]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:53.743740Z",
     "start_time": "2022-11-02T03:21:53.674516Z"
    }
   },
   "outputs": [],
   "source": [
    "ntw = spaghetti.Network(in_data=lines)\n",
    "elem_kws = {\"vertices\":True, \"arcs\":True}\n",
    "vertices, arcs = spaghetti.element_as_gdf(ntw, **elem_kws)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:54.172913Z",
     "start_time": "2022-11-02T03:21:53.749492Z"
    }
   },
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 741,
       "width": 981
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotter(arcs, vertices, mst_arcs=None, mst_verts=None)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Minimum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:54.661677Z",
     "start_time": "2022-11-02T03:21:54.175522Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 741,
       "width": 981
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "minst_net = spaghetti.spanning_tree(ntw)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(minst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Maximum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:55.219979Z",
     "start_time": "2022-11-02T03:21:54.664134Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 741,
       "width": 981
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "maxst_net = spaghetti.spanning_tree(ntw, maximum=True)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(maxst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Due to the nature of a** [Pythagorean triple triangle](https://en.wikipedia.org/wiki/Pythagorean_triple)**, it is excellent for demonstrating the most basic example of a network cycle, and the difference between a minimum and maximum spanning tree.**\n",
    "\n",
    "\n",
    "---------------\n",
    "### 2. Synthetic Networks\n",
    "##### 2.a Inspired by Figure 3.25 in Okabe and Sugihara (2012)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:55.310218Z",
     "start_time": "2022-11-02T03:21:55.223617Z"
    }
   },
   "outputs": [],
   "source": [
    "p04, p94, p90 = cg.Point((0,4)), cg.Point((9,4)), cg.Point((9,0))\n",
    "p33, p43 = cg.Point((3,3)), cg.Point((4,3))\n",
    "# interior\n",
    "lines = [cg.Chain([p04, p33, p00]), cg.Chain([p94, p43, p90]), cg.Chain([p33, p43])]\n",
    "# exterior\n",
    "lines += [cg.Chain([p00, p04, p94, p90, p00])]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:55.396561Z",
     "start_time": "2022-11-02T03:21:55.312750Z"
    }
   },
   "outputs": [],
   "source": [
    "ntw = spaghetti.Network(in_data=lines)\n",
    "elem_kws = {\"vertices\":True, \"arcs\":True}\n",
    "vertices, arcs = spaghetti.element_as_gdf(ntw, **elem_kws)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:55.852203Z",
     "start_time": "2022-11-02T03:21:55.400092Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 457,
       "width": 981
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotter(arcs, vertices, mst_arcs=None, mst_verts=None)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Minimum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:56.369167Z",
     "start_time": "2022-11-02T03:21:55.854388Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 457,
       "width": 981
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "minst_net = spaghetti.spanning_tree(ntw)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(minst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Maximum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:56.863673Z",
     "start_time": "2022-11-02T03:21:56.371511Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 457,
       "width": 981
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "maxst_net = spaghetti.spanning_tree(ntw, maximum=True)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(maxst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "--------------------\n",
    "##### 2.b 4x4 Regular lattice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:56.954707Z",
     "start_time": "2022-11-02T03:21:56.866105Z"
    }
   },
   "outputs": [],
   "source": [
    "bounds = (0,0,3,3)\n",
    "h, v = 2, 2\n",
    "lattice = spaghetti.regular_lattice(bounds, h, nv=v, exterior=True)\n",
    "ntw = spaghetti.Network(in_data=lattice)\n",
    "vertices, arcs = spaghetti.element_as_gdf(ntw, **elem_kws)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:57.447936Z",
     "start_time": "2022-11-02T03:21:56.957294Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 975
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotter(arcs, vertices, mst_arcs=None, mst_verts=None)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Minimum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:58.093961Z",
     "start_time": "2022-11-02T03:21:57.450527Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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l13U5Id2/f//S8t13313WuoDF19SpU3PttddWuf7YY49txGpgyVHXnqS2brnllsycOTNJ0rp16+y3335lGXdJt8EGG5ROyD7xxBP54IMPmrgiAGg8DdWXsPho2bJlttpqqyTJzJkz8+CDDzZxRUBju+666/LCCy/k448/zpw5c/LRRx9lwoQJueuuu3LKKaekd+/e2XHHHZeKEFr4TLPw8ccfl22s999/PwMHDiw9WxYorwceeKC0/OW0+NUZN25cPv300yRJu3btsuGGG+aLL77I5Zdfnq233jpdu3ZN27Zt07Nnz+y8887505/+lFmzZjVY/UX9+c9/Lp2QbtWqVZ3C9PXXXz8rrLBCkvl/mC74LElgyXXFFVfk888/X+S67bbbLuuuu24jVwRLhrr2JLW14AwnO+20U7p06VK2sZdkFRUV2XzzzZMk8+bNy0MPPdTEFQFA42movoT6e/fdd3Pddddl6NCh+dnPfpazzz4711xzTaFzxl+Gz8n8R7IBLKiysjL33XdfNtpoo1x33XVNXU6DKu8DoqCBfPLJJ7Xetl27dmnRokW1U5t88MEHOfzwwzUB0ACefPLJ0nJtppt+6qmnSsvf/va3M2HChPzoRz/KuHHjFtpu8uTJmTx5cv7+97/nvPPOy6233pqNNtqofIWXSZET0hUVFVl33XVLszmMGjUqAwcOLHuNwOJj7ty5+cMf/lDl+uOOO67xioElTF17ktr4z3/+s9CsS6bcrps+ffqUZnd58skny/ocbgBYnDVEX0Ixw4YNW+gxcAvaYostcsYZZ2S77bar05gL/n+74P/nAAuaMWNGhgwZkuWXXz677rprU5fTINz5TLPQokXN/1T79u2b0aNHZ9q0afn000/z0ksvZccdd6xy+wceeCCPPfZYOcsEMv+O3S/16tWrxu0XfA57ixYtsv3225eC5169emXw4MEZMmTIQkHz66+/nu9973t59tlny1h5cRMmTFjo50p9Tkivs846peXnnnuuHGUBi7G//e1vefPNNxe5bu21185OO+3UyBXBkqOuPUltLHiRWefOnfPDH/6wLOMuLfQ5ACytGqIvoeE89thj2X777XPaaafVab8Fe51x48Zl7ty55S4NWIy1bds2nTt3TuvWrWvcdt68eRkyZEg+/PDDRqis8QmfaRa+nIa2Kl27ds19992XjTfeuPRer169cuedd6Z3795V7nf77beXrUZg/tQhC4YoPXv2rHGfqVOnlpZHjx6diRMnZtlll80tt9ySl156Kddee22GDx+ep59+Og8//HBWWmmlJMnnn3+evffeO7Nnzy7756ivBZ/Z2rlz5+y88851HmOVVVYpLb/++utlqQtYfP3ud7+rct2xxx6bioqKxisGliD16UlqM+b1119fer3ffvulTZs2hcddmuhzAFgaNURfQv2tu+66OfPMM/PII4/k3XffzaxZs/Lpp5/mmWeeyVlnnVU671RZWZlzzjknF1xwQa3H7t69e+kmqtmzZ2fSpEkN8hmApteqVatss802ueCCC/Loo4/mk08+yYwZM/LBBx9k5syZGTNmTE444YRq/2b85JNPct555zVi1Y1H+Eyz0KFDh2rXDx48OJ06dfra+61bt84RRxxR5X6PPvpo4dqA//PJJ5+UnneczA9ga7Ko55xec8012Wuvvb72fv/+/XPnnXeWGvnx48fnhhtuKFBx+VRWVi70rI599923Xiekv/wjJ4lnPsMS7tlnn62yF+nYsaPpfKGA+vQkNRkxYkTeeOON0mv/jdadPgeApVFD9CXUzzHHHJPnn38+p59+erbaaqt07do1rVu3zvLLL58NN9wwQ4cOzbhx49KvX7/SPkOHDs2ECRNqNX6rVq3SsWPH0mv9DiyZzj777EyePDkPPfRQfv7zn2fLLbdc6AbKFi1apE+fPvn1r3+dkSNHVntz5Z///OfGKLnRCZ9pFha8Qn5RFmwIvqpv375VrpsyZUq9awK+7qtB8rLLLlvjPm3btl3odd++fbPnnntWuf13v/vd7L777qXXN998cx2rbBiPPPLIQnfw1PeE9ILfs0UF88CS45JLLqly3SGHHJJ27do1YjWwZKlPT1KTBafc/s53vrPQrEvUzoL/P8ycOTPz5s1rwmoAoHE0RF9C/ay44oo1btOtW7fcfffdpW1nz56diy++uNbHcF4HlnyDBw9O165da7Vt3759c/7551e5/q233sqrr75artIWG8JnmoUNN9yw2vXVXTFY3ToNADSs2kwX2759+4Ve77bbbjXus+A2//73v+teWANYcMrt73znO9lkk03qNU5lZWW5SgIWY++9916VF8+0bNkyRx99dCNXBEu2olPYT58+PX/9619Lr4cMGVKwoqWTPgcAivclNLwuXbrkqKOOKr2+9957a72vfgf4qkGDBqVly5ZVrp84cWIjVtM4hM80C7179/7a3ZELmjVrVpXrvvjiiyrXLTjtG1DcV+/Smz59eo37fPUCkeqe076obT777LN89tlntaywYUyfPj1/+ctfSq+LTMO54FRc7nqEJddll11WZY+yxx57ZLXVVmvkimDJUp+epDq33XZbqd9o2bJlBg0aVGi8pdWCfU7btm1Lj1IBgCVZufsSGse2225bWn7ttdeqPf+8IOd1gK9aYYUV0qVLlyrXf/DBB41YTePwlx7NwpcPb6/Ka6+9VuW6BafB/aqapvMG6qZDhw4LXShSm1+cvXr1Wuj1V++EXpSvbtPU4fPtt9++0AnpH//4x/Ue6/333y8t9+jRo3BtwOJn1qxZGTZsWJXrjzvuuMYrBpZQ9elJqrPglNvbb7+939H1pM8BYGlU7r6ExvHVXuXDDz+scZ85c+Zk6tSpVY4BLL2qm4V3ueWWa8RKGkerpi4ASmbPTp54Ihk9OnnmmWTSpGTWrKRNm6RnzwxZaaXcU8Wud91110JToXx1XVUWvIINKK6ioiLf+MY38sorryRJJk2alHXWWafafdZdd92FXtcmSP7qNh06dKhjpeVVzhPSkydPLi2vvvrqRcoCGkMN/Us22ijZZJNks82S1q2TJLfcckveeeedRQ7Xr1+/fPe7323MTwBLpPr0JFWZNGlSHn744dJrU27Xnz4HFhP16F+A+itnX0Lj+WpQVJu7mKdMmZJ58+YlSVq3bu3GJyinxaR/qaysrPPjE5599tlqz3l37969aFmLHeEzTW/y5OTyy5M//Smp4kRskgxM0j3Jora47777ctNNN2Xfffdd6P1HHnkkw4cPX+R4FRUV2XXXXetdNrBo66+/fukPqldeeSUDBgyodvtvfvObWWONNUozGLz44os1/rf54osvlpZXXHHFJp3GaPLkyXnooYdKr4tMuZ0kL7/8cml5gw02KDQW0IBq2b/k+uvn/2/37smhhyaHHppLLrmkys3d9QzlU9eepCrXX3996SRix44dM3DgwLLVuLTR50ATK9C/RIAChZSrL6HxPPvss6Xldu3aZYUVVqhxnwV7nXXXXbfaZ7wCtbSY9S8bbrhhzjrrrFr/XThv3ryccsopVa5fbrnl0qdPn3KVt9gw7TZNZ86c5JxzkjXWSM4+u/ofHEmWSXJxNesHDRqUgQMH5te//nUuvvji7Lffftl2220ze/bsRW6/11575Tvf+U796wcWqV+/fqXlMWPG1Gqf3XbbrbR8++2317j9gtt873vfq0N15ffVE9K77LJLvceqrKzMuHHjSq8X/F4Ci4k69i8l77yTnHVWRq6+ep5++ulFbtKzZ8/sueeeZSwWlm716UkW5dprry0t77333gtNm0ndjB07trS86aabNmElsJSpR/9yS5Lu77yT7medle49e6b78sune/fu6d69e956660q9/tym69+/frXv170cW65pcp9ynkcaGrl6ktoPFdffXVpubbnnvQ6UEYFz79kjTXm7z9nTlnLGjNmTHbZZZest956ueSSS6p9lMIHH3yQvfbaK//4xz+q3GbHHXdcIv/GdOczTWP8+GTffZMqTr5WZZ8kNyW5cxHrKisrc9ddd1U7zfaXunfvnosuuqhOxwZqZ8Grd0eOHFmrfY444ohceumlmT17dkaPHp2//OUvVQYwjz/++ELhc1NPfVnOE9JjxozJp59+miTp06fPEjnlCjRr9exfFnRJNX/0HHXUUWnVSnsO5VKfnuSrRo0alZdeeqn0uqn7juassrIy//73v5MkLVq08AgkaCz17F9mJHl3wTemTZv/VYN33313ke9Pq2LfGTNmVLlPOY8DTa0cfQnFTJs2Le3bt6/VtpdcckkeffTR0usf//jHtdpvwX223377uhUI/J969i+3JDn2yxezZiWnnZaccUbSsWPe/+ijKver6hzsiSeemBNPPHGR68aNG5fjjjsuP/vZz9KnT59svvnmWXnlldOhQ4dMnTo1zz77bO69997MmDGjyuO2aNEip512Wu0+XDPjzmca35gxyRZb1PvE7U1Jtilw+A4dOuTuu+/OqquuWmAUoCp9+vTJaqutlmT+dENTpkypcZ9vfetbOfLII0uvhwwZkr/85S9f2+6f//xnBg4cWLrTeLPNNqt2ipPVV189FRUVqaioyBlnnFHHT1Kzp556aqEpwItOuf3Pf/6ztLzzzjsXGgsos4L9S5K8laSquR2WW265HHroofUeG/i6+vQkX3XNNdeUltdee+1sttlm9aqloXuS5uC5557LR/97wmezzTbLSiut1MQVwVKgDP0LUB7l6EsWZ0OGDCn1Ot///vebupxF+s1vfpPtt98+t99+e2bOnLnIbd5///0ce+yxCz0OaZNNNsk+++xT4/hz584thc9t27bNdtttV5a6YalToH/58uK5hb7mzMm7H3xQOp+8KO++++4iv2pzUdu8efPy3HPP5Y9//GNOO+20/PSnP83QoUNz2223VRs8J8kJJ5yQDTfcsC4fsdlosFsrPv3009xzzz156qmnMnr06EyePDnvv/9+Zsy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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 975
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "minst_net = spaghetti.spanning_tree(ntw, maximum=False)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(minst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Maximum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:58.688733Z",
     "start_time": "2022-11-02T03:21:58.096559Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 975
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "maxst_net = spaghetti.spanning_tree(ntw, maximum=True)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(maxst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Since all network arcs in a regular lattice are equal in length, the minimum and maximum spanning trees will be equivalent, and are dependent on the start index for cycle search.**\n",
    "\n",
    "-------------------------\n",
    "### 3. Emprical Example — [geodanet/streets.shp](https://github.com/pysal/libpysal/tree/master/libpysal/examples/geodanet)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:58.960913Z",
     "start_time": "2022-11-02T03:21:58.691239Z"
    }
   },
   "outputs": [],
   "source": [
    "ntw = spaghetti.Network(in_data=libpysal.examples.get_path(\"streets.shp\"))\n",
    "vertices, arcs = spaghetti.element_as_gdf(ntw, **elem_kws)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:21:59.422675Z",
     "start_time": "2022-11-02T03:21:58.963252Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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R4sexDNP5C1NfgSDh2ungxXGor6/XypXejpOQPQLaAAAAAAAcguu62rWvXTve3a1trzVrw4tv6aHtr2vN83/T/zS9o5fe2qV32vZltU9fmJw4d4EmT5+dXxuzTtUnzzxLh48cpsNKh2rUiCFKDR+ismElKh1aouFDkhpaklRJMqFkwpHjOB71vvjCvgBglsdZ4VEvMx9l7KceLl6Whw/j60eJH8cyTOcvTH0FgoRrp4NXx6GmpsaTdpA7So4DAAAAANDN3va0du7u2Pe6s3T4vvaM390qumQyqct/8t+68gvV+l9Dab6pU6fq0Qfrct5nznVdZdyOLHj3wP9nuv6/42fpHv926Mdnuv3M7ednPds89M/6vE7m4CKGE+cu0JQZs/PK/JgyY7amzV1gfn4+KDOPTuynHh5+l4f3+/WjxI9jGabzF6a+AkHCtdPBy+PQ0NCgxsZGTZo0yZP2kD0C2oCPGhsbtXz5cjU1Nam1tVVlZWWqqKjQkiVLYv+ByLEJP84hAAAIg/3pjN7p2vO6I3i9e1/a7275JpFwNGr4EB02YohGjxiiROIwXXvL3frJ5ZfkFKidNutU1RuC2ZLkOI6SjpRU8LO1XdeVK3UFy0954D6dNm+enn1mc85tffjYybrxlts0oqxM6YyrtOsqnekInKczbtfP2jMdgfR0r4C6Fz5x7oWeTPbFocx8lLGfengUojz8kksvD83rR4kfxzJM5y9MfQWChGung9fHYfny5brqqqs8bRODI6ANFFk6nVZdXZ1qamq0Zs2afh9z9dVXa968eVq2bJnOOussJZPJIvfSHxyb8OMcAgCAIEtnOva93nkgeP3O7n1q2Rvufa7z4jhKDSvR6BEdAezDSocqNbxEiW5lv3e27dPIsnJdceNt2rT2ET18563a8vTGAZucfNIsnX7OBTqrqsoUzA4bx3HkSEo4kuToiDGH6fH161RdXa36+vqs26msrFRtba0pmz3tSpmMq/YDAe6DwfBef+7xM3X9rPM57a6rM848S2vvu0O/3bgup35052eWObzBfurh4Xd5eL9fP0r8OJZhOn9h6isQJFw7Hbw+Djt27PC0PWSHgDZQRM3NzVq8eLEeffTRQR/b0NCghoYG88RG2HBswo9zWBxhz3wPe/+DiuMKAH1lXFete9sPBK73a2fbPr27pz1y+1znonRoyYHAdUf29egRQ1SSSGT13GQyqenzF2r6/IVqeukFbVhVp7ffeE2721o1orRMY448SqcsrOoqM53Ist0oSqVSWrVqlVauXKmamho1NDQM+Nj58+frK1/5iqqqqkzHzHEclRyIqA/No8/dPfbQSs2ZM0ebN+eeZX7clON19121Ki0v71GiPZ3pVeo90/HndPcS8J0B9t7l4rueeyB43+35cb6eC2nWwirdddMNnrXHfuqF43d5eL9fP0r8OJZhOn9h6isQJFw7Hbw+Di0tLZ62h+wQ0AaKpLm52TQpUF9fr+kzT9FtdatUVt4R9MvlS3u+X+8LNT/QvdnWlmZ9btEZ2r712ZzaqK+v10knz9Iv7n2o69jk+tom/TTQf5vZvVK/j8qhk/n8Ptm/9qF/w9aWZl1c/Sk1btuS0+t3vr9vX7lKo1Kj5DhSwnGUcDom5xI68P9dP3f6PqbbY/v79ygIe+Z72PsfVBxXADjIdV217U93C17v1zt79iudjt++152GlSQ1uvRA5vWIITpsxFANLfEmyFwxfkIoSw0WUzKZ1KJFi7Ro0aKuhWc7duxQS0uLysvLNW7cOC1dulQTJ070u6t9pFIprVtXvCzzfHTfzzyd6RkMT/cJiKsrI7130LxPwL1PkP0QQfdMz8B8wb5EFxH7qYeH3+Xh/X79KPHjWIbp/IWpr0CQcO108Po4lJeXe9oeskNAGyiCdDqt6upq0wp3SfrD1mf1hfOX6oobb4tcMCKdTuvaS8/POZjdafu2Lfry586L5LEJi45zeEHOwexOf9j6rC46r0Dv716B74T6D4h3D4Q76tg7sneAvN9AugYPtufadu/Ht7S0hDrzncz9wuC4IlvFzN6nUgC8kO37aG97WjvbepYO39ce3+B1STJxsGz4iCEaXTpUI0oSkVncF3aTJk0K3R57xcwyz0fCcaQD+60PCcjXwYEC3ZlewfSu4LrU/897BOezCcwPEJw37rPOfurh4Hd5eL9fP0r8OJZhOn9h6isQJFw7Hbw+DuPGjfO0PWTHcanPBKOmpiYdc8wxkqSXX35ZFRUVPvcouO655x4tXrw473a+df3Nmj5/oQc9Co6nHn1IP77s4rzbieKxCQvOYeG0tbboyi8s1ovbt+X83AkfPlY/ue0+lZZ5t2Iw+xFDxwN3tbboWxcs0gt/2Jrza33gQ8fqx7+6N6f+5zWgKUblhbxe96C21hb9y+cWmd8XP739PpWVpaSO+d+uxROOc3AfUOfAgo0Dc8Q9f36ox3T9+VD/1vf5nQtEuvdJBx7TuRDF1qdD9zeqssnel+RJ9n4xXwvRle37aPqsOTrrs5/XsbPma1+6iB0MmETC0ajhBwLXB/a9LhuaLNjn2s62fVr/5zdzft5RqeE66e/GFKBH8EPYssxxkOu6cqU+GewDZaB3/nlfe7vO+fSZ+n0e+6lPPXmOvnfTryU5SruuB+XS0FvTSy/oa2fN9qy9/7tyfU4Z9X6/fpT4cSzDdP7C1FcgSLh2Onh9HBobGxkDD6IQ8UMytIEiqKmp8aSdh++8NXIBv9V33upJO1E8NmHBOSyMdDqt6y6/xBS0lKQX/rBV3/vaF3yrXpBOp3XtP3zRFMyWpD9v36prvv5Fqi/0kk6n9YN/+lJe74vvftW/90Wg5Bh07/rzgZ93D7oP1E5/iwUkdVVx6BN0P1Q/slpI4Ki1uVlfumCpHl87cCZdp87s/VPnzdctty9XeWf2fpaTzS3Nzfr8eZ/RujXZv9acefN1y213qDyV8rwiq3UhiRuAhSq56H9nEI9/B+vzsnxg94e1NDfry5/7rDZk8Z59asM6PbVhnabMmK1v/uQmTxdtBZbjKDWs5EDguqNseGp4SddnEFAsYcwyR4fOMUQimfvnxvdv/IWWnfspvdiY+9hz6tSpWrtqZVd1oO6B9XS30u2dGeWdP+sMvPf/c1fpjPr/ebcAfVf7mY6fR6EM/ED8Lg/v9+tHiR/HMkznL0x9BYKEa6eDl8dh3rx5BLN9QkAbKLDt27cfMtMkF1ue3qiml15QRUhvHL29/OLzntxEpOgdm7DgHBbOpjUP65kn1+fVxjNPrtemtY/4slAg7P0PKo6rh9yOQObB+c3wT3S2tbboyosW5zzpvLbhMc079VRdc8vdWQcIra+1ruExzZ87N6fXQnRZ30fPPLleV160OJLvo5GdwesDe16PGlGikiKXcO6D2DkQWyUjRuqaW+7WdZdfktMYdP5pp+meu+/usdVN98B6McvD98xQ7wx2Dxz87h1I73pcr+dkegXfe/+8mIF0v8vD+/36UeLHsQzT+QtTX4Eg4drp4NVxWLZsmQe9gQUBbaDAVqxY4Wl7G1bVacmll3vapl82rl7paXtROjZhwTksnLBnvoe9/0HFccVAuqo6GDKoJOnFxm267vJLssreL+ZrIbp4H0nDhiR77Ht92IihGlric/AaALrZ155RaVm5rrjxNm1a+4gevvNWbXl644CPn3zSLJ1+zgW69muf15CSYHw255Ohnq9Mr8zyHgHyXoH0nLLRe/189uln6LF7Z+t/nrAvfJ0yY7amzV1geu6JcxdoyozZeS28zef1o8SPYxmm81fQvvb5iOj7meHFp4ilyE5WT+mnYU/6m/UPc31IFv0t0LGy/E79/3MWv6UHJyG783/oH81b+Ek13Dcnr21EPjZzjk5b+Cklei+2dQ7516z1Pf/Oof/d4PRPnqm1992h3+ZxHCorK1VVVeVBb2BBQBsosKamJk/be/uN1zxtz09vvfGqp+1F6diEBeewMMKe+R72/gcVxxWHUszsfSoFwAtxex+VJBM9g9elQzW8JFGwfa8BIF+u62pfOiNJSiaTmj5/oabPX6iml17QhlV1evuN17S7rVUjSss05sijdMrCKo0bP0HJZCIwwWy/JRynaIH0mavu15w5c7R58+acnzvl+OP14H33dGTUZ3Ff6u8R0+vu1ew5c0xbTk2ecrxWrby3R0Z/rq8/aDRnwOfZZBU0M0ahZj9Qp9PmzdUzz+R+Lo+fOlWPPliX9bHsNOfBOk2fdYqef852/tY8tDKn18xn+DNv1UrNPfVU03t96tSpWrv6/pyPDxAFJz20Uh+bMdN0nU85/ng15HidB9VjD63UiTNm6Y/Pbcn5uZOnHK/a2tq+QX0UDUceKLDW1lZP29vd5m17ftrTtsvT9qJ0bMKCc1gYhch8L6aw9z+oOK44FC+z94P0WoiuKL+PEglHh5UO1fsPH6kTjhmteR88Umd86L2aOf5wfeSolI4eNUIjhiQjH8wO/0YOQLztz7hy+ymZXTF+gpZcerkuveonuvy6/9alV/1ESy69vGtPzWFJphr9kEqltG7dOlVWVub0vMrKSq1ft07jjjxc5cOHqHxYyaD/lfXz39FHjNF1t92nKTNm5/T6U2bM1pq1azT2PWM0cmhJVv+V9vtfsu9/Q3r+N8LD/4Zn8d+wkmz+S/T57z1jRmv9etu5XLd2rQ4/bLSGJBM5/Xf4YaP1n3fcbzp/D9U/psNGj1Iy4WT9X8Kx/zd61Cjze33t2rWRCMgBFqlUSv/xa+N1/shjkbl2UqmUau60HYe61fWROQ5hxSgTKLCysjJP2xtR6m17fhpeOtLT9qJ0bMKCc1gYYc98D3v/g4rjioEUIns/CK+F6IrU+8hxlBo+RP/fYaWaPG6U5kw4Qp/88FGa/YH36LijR+mY0aUqH1YS6uC1wybaQCzta8+YnsfWCf5JpVJatWqV7rnnHs2bN++Qj50/f77uuecerV692rPJ+WGlZbrixtv0retv1nHTZh7ysZNPmqVvXX+zrqy5XYeNGuXJ60eJH+eytMx2/kb5ENzx+70OhFVpufE6HxWta6esPGU6DuV8hviOkuNAgVVUVHja3pgjj/K0PT8dfuRYT9uL0rEJC85hYYQ98z3s/Q8qjisGUojs/SWXXu77ayG6wvw+GjmspFvp8KEaNaJEJZScAxBBe9O2gDYZ2v5KJpNatGiRFi1apMbGRi1fvlw7duxQS0uLysvLNW7cOC1dulQTJ070/LUzGTen8vRSR1WTMC/6KqRin0vXzW17gU4Jn06fn+91IKzs13n0PqctxwH+I6ANFNiSJUt09dVXe9beKQurPGvLb7MWVumum27wrL0oHZuw4BwWRtgz38Pe/6DiuGIgxczep1IAvBCW99GwIUkdNmKIRo8YojEjhmr0iCFkHgKIDTK0w2/SpEm66qqrivZ66V4l6jvL0x9KMoJBkkIoxrnsfcVnc/4kBWJBQrHf60BYZQyf05IiX68p2+MA/xHQBgps0qRJmjt3rtasWZN3W8dNmxmpVUEV4yfo2BNP9qTkZNSOTVhwDgsj7JnvYe9/UHFcMZBiZu9TKQBeCOL7qCSZ6JZ5PUSHlQ7V8JJEICZpAcAPe60BbTK0Y8l1XWUyffdcH0zCr/Re9OG6uZ8/yb8MbQC5M17mfCfqZDx+8A6jTKAIli1b5kk7C8690JN2guQTHv1OUTw2YcE59N4sjzPVi535Hvb+BxXHFQMpZvY+lQLgBb/fR4mEo8NKh+r9h4/UCcccpvkfPFJnfOi9mjn+cH3kqJSOHjVCI4YkmbgBEGv7rCXHydCOpd7Z2dkqIRoaGIb1CJIkJ/K5m0B0WOOxUfuojtivEyuMMoEiqKqqUmVlZV5tTJkxW9PmLvCoR8Fx4twFmjJ9dl5tRPXYhMWJcxdoygzOoZc6M9+94Efme9j7H1QcVwykmNn7VAqAF4r5PnIcR6nhQ/R3Y0o1edwozZlwhD754aM0+wPv0XFHj9Ixo0eobFgJwWsA6MVccpwM7VhKG6OhlBwPDmuGNqcQCA/zde5xPwArSo4DRZBMJlVbW6sZs07Rc1uezfn5H/zIcfrlr5ervDyV0/P6vdlkeQfKZ4VlroPZX96xXJ/+RKVeatyW82t9dPIU3X7HCpWnUoO8dnadyqnrOTw43xt/bv3q++hCDTw6273rzru06IzTtW3LMzm38ZHjpuiW2+5QaVm5Mq7kyu34f7fj/zOuK7fX/2ckZTKuXPX6eX/P69Weub5OkX3i3As9KeXuV+Z72PsfVBxX9GfWwirdddMNnrV3qOz9Yr4WoquQ76ORw0q6lQ4fqlEjhpD9BQAGe8nQRg6MbxcluUcHhj1zk3MIhIX1OmfxL4KCgDZQJKlUSrUPPqKlnzlXzzy5PuvnTZkxWzW/uE2T3+dtJkuQjBs1XNfecreuu/ySnI7NCTPnaM1DK5VK5Rboh/eOSg3XExvWq7q6WvX19Vk/r7KyUrW1tUU9hwMFyA8ZQO8eLB/0sQf+ro6gezaP72y3I0jf8bPZC87QY/fO0f88sc78u/qZ+X7i3AU67qRTtOU3j5vb8Kz/Wa7u8Xp4ns94f6CnTp//CR0/Y7Y25/BZ2RsVEaKnM3vfi8UOg2XvF/O1EF1evo8+dvIpmn/S8TpsxFCNHjFEQwmkAIAnyNBGLqwlxwloB0eGDG0g8rjOEXYEtIEiGj1qlK648TZtWvuIHr7zVm15euOAj5180iydfs4FmjZ3gUaMLC9iL/1RWlae87GZ+4lPEswOkFQqpVWrVmnlypWqqalRQ0PDgI+dP3++vvKVr6iqqkqJRHEnPBKOIzlSMgQFc2auWqk5c+Zo8+bNOT/3+KlT9dhDdd2ukf5/33yOwqEGtK7rat8NN+tfP3+2qfrC1KlTtWbVwAtW4rw6dO7q+/N6Xzz6YJ3Ky1MHqyGo43y53f+sjmIGXX/u7zH9PX6g5x+ovtD5mM5FHdLBBSDqXqHhkK8xUD8O9W/9PL+/x3frd9gUM3ufSgHwglfvo3/5xtc18cjoj5UBoNjYQxu5oOR4+Nn30AYQFtapDq5zBAUBbaCIEk5H+fHp8xdq+vyFanrpBW1YVae333hNu9taNaK0TGOOPEqnLKzqkbFkXT0VNrkem2IHQjG4ZDKpRYsWadGiRWpsbNTy5cu1Y8cOtbS0qLy8XOPGjdPSpUs1ceJEv7saCqlUSuvWrQtF5ntve9MZjRhZZqq+EIT+B1mY3xdhcqjAfOdkz0CPyahXwL7r8Qf/Ldvgf7aB/b+rPlsb7l+hp9avMf/O0045VYs+/elB76+f/vSntX7lcj39+Frza510yqk6e1H/r5XPghUvv2h7X2Whn586gz4iz9c0dSPrJ+azvc34cxdr4/0r9GQe79nKykpVVVWZn48Ci8dXGCCy9pKhjRyYA9pkaAeGZerRcZxYLzYHwobrHGFHQBsoot4D9YrxE7Tk0ssHfZ61dFN49L0pZntsEFyTJk3SVVdd5Xc3Qi8sme+97d7fMQGWa/WFs8+/SP/65Qt873/QhfV9ESaO43TcnQ7+T+A9fP995uz9qVOnqv6BuqwXPNQ/UKeTTp6l7du25PxaH508RY/k8FqIrtV5vmdra2v5XCuCcHwCAvCaJUPbcRwNSfKpEUeUHA8/S5UqYlxAuGQMK065zhEkBLSBIkoY7wDWla4AoiGMme+796e7/pxL9YWxo4YTnMhSGN8XKKxiZu+nUindet8qXXzhZ3OqwDBlxmz96tcrCGZDEhUnACCo0hlX7YaA9pBkgiyumLLOWxHPDg7LGeR6B8LFlKHtfTcAMwLaQBFZV57GpeQ4gMGFJfN9T3u6358PVn1hREmyUF2KtLC8L1B4xczeT6VSOVVgOP2cCzRt7gKNLGe/YxxExQkACB77/tlMe8eVNUO7hIh2YFjmHhmNAeFiq8TA53Qnlz2VfEdAGyiipPEGQII2gLDZs982CTZiCAFtIF/Fyt5POE5OFRg6sVAPvVFxAgCCZZ95/2zG8nFlz9AmUBIUtr11ve8HgMKxVWLwvBv+i+LvFBMEtIEiouQ4gLjoXnI8F8MJaAOeKmT2fu9xzWAVGDoRz8ahUHECAPxnz9AmXzOurPNW7KEdDK7rkrkJxIDlu3iC6C8ChJEmUERJ4xVnLd0EAH4xB7SZBANCwzp/RYY2AADBttecoc1YPq4IaIebdXTO6QPCw75wpQCdAYwYaQJFZM3QzkQ8Q5v7IhA9e4yTYJQcB8LDPK6J9rAGAIDQs2ZoD2VxamxZEzGsW/PBW9b1ppSMB8LD+jWcyxxBwkgTKCLrylMytAGEjTVDm4A2EB7WjAwytAEACDZrhvYwMrRjy5qhXUKKbyBYx+ecPSA8WLiCKGCkCRSR0/U/ucnYvksCgC/aMxm1G7I6hiQTlJwDQiRhvF7J0AYAINjI0EaurIkY1vEkvGXP3OT8AWFhKTcusXAFwcJIEygix3FM5ZTI0AYQJnv2U24ciAPrFwkytIF44EoHwosMbeTKvIc2AdFAMAe6OH1AaLBwBVHASBMoMsvqUyZ+AYSJtdz48CEMS4AwsX6xZVwDhAxzWEDskKGNXFFyPNysFZS44oHwsF7nfEojSLjvAEVm2Xcik3HNqyUBoNjMAe0SMrSBMLFm1DCkAQAg2PYZM7QJaMeXtbIgW04Fg3V8TuYmEB5UYkAUMNIEisw6+ct+kwDCYo9xAoyS40C4WL/YkqENAECw7TVmaFNyPL4oOR5u1vE56xGA8LB+C7ck5wVd9H6j+GCkCRSZ9fsdk78AwsKaoU1AGwgXyzYqEov0gPjgYgfCyHVdU4Z2MuGQbRtjxjUQvGcCgr11geizxha4zBEkBLSBIrOuampn9hdASLCHNhAP1iuWRXoAAARXu3HLM8qNx5u15Lh1gSS8ZS5F7HE/ABSOeWsBrnQECKNNoMjsJceZ/O2NQwIEEyXHgXggQxsAgOjZaxzLU2483qwlx0tI/QsE6/xaFEsRA1Flr8TgaTdCjViE/xhtAkVmnvxl9hdASJhLjpcQ0AbCxDqBxSI9AACCa5+xdjQZ2vFmDWiToR0MlCIGos9aiYGPaQQJo02gyKwZ2mnmfgGEQMZ1TVkdiYSjIUlGyUCYWK9Y6xdpAABQeOYMbRanxpq15DhfAYPBOjonQxsID0qOIwoIaANFljSX52TyF0Dw7W3PmEbJw0uScvgyDIQKJccBAIgec4Y2kclYs2RoJxIO3wEDggxtIPq4zhEFBLSBIrOW6bCWbwKAYjKXGx/CkAQIG+tVyyI9IFyYwwLiZZ8xQ3soe2jHmmXOyprwAe/ZMzcBhAWVGBAFjDaBIrPeBKzlmwCgmKwB7eFDKFEIhA0Z2gAARM9eY4Y2JcfjK+O6pi1lrFvywXvWKUcCXUB4sHAFUUBAGygyc8nxCM/+Mv4FomOPMaNjBAFtIHSsSTVkaAMAEFz2DG2+2MeVdb6KDO3goBQxEH1c54gCAtpAkVlXoKaZ+wUQAuaS42R0AKFjzciwZPAAAIDiIEMbubJWFCRDOzgoRQxEn/U6d7jOESAEtIEis5fnZPIXQPDtMZccZ0gChI31ay2L9IB44OsLEE7mDO0SxvNxZdk/WyJDO0jMmZse9wNA4VgXlnOdI0gYbQJFZq3CZf2CAADFtHs/JceBuHAcx7RamwxtAACCa58xQ3tokinGuCKgHX7soQ1EnzW0wEc1goTRJlBkZGh7iWMCBM2edmuGNgFtIIwswxrW6AEAEFx7LRnajqMh7KEdW9bqO5QcDw721gWij5LjB0Xxd4oLAtpAkZn30Gb2F0DAua5r20PbkYZTohAIJUtWBov0AAAIpozrqt2QoT006ZCpGWNkaIcfgS4g+swlx7nMESDMHgNFZv2SRzwbQNDtT7vKGD6shpUkmQADQspy7RLPBgAgmEzZ2WL/7LgjoB1+7KENRJ/1e7jDlY4AYcQJFJl1wJ5m9hdAwO02lhsfwQQYEFqWYY3rumRpAwAQQNb9s4exf3asWeerKDkeHPY9tL3tB4DCcY21GPioRpCU+N0BIG76G+w1vfSCNqyq01tvvKo9bbs0vHSkDj9yrGYtrFLF+AmSZMp6BIBi2mMpNy72zwbCzFpm0HVFSgcAAAGzjwxtGNgztD3uCMysM45UWgPCwxpa4KMaQUJAGyiyzgztdDqtTWse1uo7b9XWTU/0+9i7brpBx02bqQXnXqiKsz9dzG4CQM5277dNgI0goA2EljUrI+O6ShLRBgAgUPYaM7SHEpmMNXOGNum9gWEuOc4pBELDXHKcCx0BQkAbKLKk46ittUU/vuxiPfvU44M+fsvTG7Xl6Y16vO4OPfJAnVKpVBF6GQ7krAPBstuYoU1AGwgva1YGhWcAAAgea4Y2JcfjzZyhTZAkMAh0AdHnsnAFEcCIEyiyXa0tuvKixVkFs7v7zeNrNWfOHDU3NxeoZwCQnz3GPbSHU6IQCK18MrQBAECw7KXkOAzsJceJkgSFOUPb434AKBy2FkAUMOIEiiidTusL5y/Vi43bTM/fvHmzqqurlU7bgkYAUEiUHAfix/rl1ro6HAAAFM4+Y8nxYQS0Y62dDO3Qsw7NCXQB4cHClfwxi+E/RpxAEdXV1WnNY4/m1UZ9fb1WrlzpUY8AwDt7jCXHhxPQBkIrYcysoeQ4EB5MYgHxYS05zh7a8WYNkpChHRyUIgaiz761gLf9APLBiBMoopqamkC1AwBe2m0sOT6CjA4gtKzfbSk5DgBA8Ow1ZmhTcjzeKDkefrYrnwxtIEys38AdrnMECCNOoEi2b9+uNWvWeNJWQ0ODGhsbPWkLALyQzrjab8joKEkmVEJGBxBa1kksMrQBAAgea4b2sCQVl+Isbc3QJkgSGGRoA9FHyXFEATPIQJGsWLHC0/aWL1/uaXsAkI/dxnLjI4YwFAHCzJpYQ4Y2EH1c5UD4kKENCzK0w89citjbbgAoIOt1TiUGBAkjTqBImpqaPG1vx44dnrYHAPnYYyw3PryEbA4gzOwZ2oS6gNBgEguIBdd1TRnaiYSjEgKTsUZAO/woOQ5En2tcbhrFyzyCv1JsENAGiqS1tdXT9lpaWjxtDwDysXu/7SvwiCEEtIEwSxgnIolnAwAQLO0Z11R2eBjZ2bFnLjlOQDswKDkORB+VGBAFjDqBIikrK/O0vfLyck/bA4B87DGWHB9OQBsINeuXWzK0AQAIlr3G/bOHJplajDtzhjbR0MCgFDEQfVzniAJGnUCRVFRUeNreuHHjPG0vlJgLBwJjt7Hk+AgyOoBQs2ZoG+c9AQBAgewz7p9NhjYoOR5+1sWmnEEgPDKUHM8f8xi+Y9QJFMmSJUs8bW/p0qWetucn7otA+O0xlhwnQxsIN+uXCTK0AQAIFjK0YZU2DuvI0A4OMjeB6KPkOKKAUSdQJJMmTdLcuXM9aWvevHmaOHGiJ20BgBd2G0uOs4c2EG5kaAMAEA3WDO2hZGjHHhna4UfmJhB9rrUSAxc6AoRRJ1BEy5YtC1Q7AOAV6x7aI4YwFAHCjAxtAACiYZ8xQ3sYGdqxZwpoOxLx7OAwZ25yDoHQsC4q5zpHkDDqBIqoqqpKp1VW5tVGZWWlqqqqvOkQAHgg47raY5gAcxyHEoVAyFlXaxPQBgAgWPaSoQ2jtGFcl3Qcsv4CxBroSlCMGAgN6zdwthZAkDDqBIoomUzqrrvu0vsnfdT0/KlTp6q2tlaJBJeuZL8RA/DW3vaMqXTRiCEJJjGAkLOWiiSeDQBAsJChDStLhrZ12xoUhr0UsccdAVAw5uvc436EmUs0wneMOoEiS6VSuuaWuzVlxuycnnfCyXO0du1apVKpAvUMAGys5caHs382EHrWSSwytAEACBYytGGRcV1TkKSESGigkLkJRB9bCyAKijLq3Ldvn37+859rwYIFGjt2rIYNG6aysjJNnDhRF110kX7zm98M2sZf/vIXffvb39YJJ5yg0aNHa8iQIRozZoxmzJiha665Rn/7298O+fzW1lY9/vjj+slPfqJzzjlH48ePl3OgvM373ve+nH+n5557Tl/+8pc1YcIEjRgxQkcccYROOeUU3XTTTWpvb8+6nRUrVuj000/X2LFjNXz4cL3vfe/T+eefn9Ux6fTWW2/pu9/9riZPnqxRo0YplUpp8uTJ+u53v6u33nor598NhVdaVq4rbrxN37r+Zh03beYhHzv5pFn61vU365qb7yCYDSCQLOXGJWlECQFtIOysk1jWsoYAio85LCAeyNCGhWn/bJGhHTTWxaYEuoDwYOEKoqCk0C/w8ssv64wzztDWrVt7/Hzfvn3605/+pD/96U/6xS9+oX/6p3/ST3/6035Lj95xxx360pe+pLa2th4/37lzp5566ik99dRT+vd//3fdddddmjt3br/9+NSnPqV169Z58jv9/Oc/16WXXqq9e/d2/WzPnj3asGGDNmzYoF/+8pd68MEHdfjhhw/Yxp49e1RdXa0HH3ywx8//8pe/6C9/+YvuuOMOfe9739OVV155yL789re/1VlnnaVXX321x8+3bNmiLVu26Gc/+5lWrlypj33sY4bfFIWUTCY1ff5CTZ+/UE0vvaANq+r09huvaXdbq0aUlmnMkUfplIVVGjd+giRRZhxAYO0mQxuILevohAxtAACCZR8Z2jCwBrSt29agMOyZm5xHICzMC1c87geQj4IGtNvb23sEs4877jh94xvf0MSJE9XS0qKNGzfqpz/9qXbt2qUbbrhBY8eO1Te/+c0ebTz11FO64IILlE6nlUgkdOGFF+qss87S0Ucfrb/+9a+69dZb9cADD+itt97SmWeeqW3btvWbcd29/M1hhx2mj33sY3rqqafU2tqa0+/0yCOP6OKLL1Ymk9F73/te/eu//qumTZumt99+WzfffLPuvfde/eY3v9GiRYu0du3aAYOQX/jCF7qC2aeeeqq+/vWv6+ijj9bWrVv1b//2b/rzn/+s73znOxo7dqy++MUv9tvGjh079KlPfUqvv/66SkpK9I1vfEOf/OQnJUkPPvigrr/+er3yyiv65Cc/qd///vcaN25cTr8riqdi/AQtufRyv7sBACbWgPaIIUx+AWFnza4hQxsAgGDZa8nQdqQhZGjHWtoYIEkSCA0UAl1A9LFwBVFQ0ID2ypUru4LZ06dP14YNG5RMHszGOu2003TmmWdq+vTp2r9/v37wgx/on/7pn1RScrBb//Zv/6Z0umOi/D//8z+1bNmyrn/7+Mc/rrPPPluXXXaZrr/+eu3atUvXX3+9/uM//qNPX5YuXaqLL75YJ554oiZM6Mh4fd/73pdTQLu9vV1f/epXlclklEql9MQTT+gDH/hA178vWLBAl156qWpqavT444/r9ttv1wUXXNCnnfXr1+uOO+6Q1JE5ft9993Udl49//OM688wzdcIJJ+ivf/2rvvWtb2nx4sUaPXp0n3b+9V//Va+//rqkjiz26urqrn+bNWuWPvaxj+mcc87R66+/riuvvFK33HJL1r8rAADZspYcJ0MbCD9rcg0Z2gAABEfGddVuyNAekkxQijTmyNCOBuvQnOsfCA/XWHScyxxBUtCA9hNPPNH153/5l3/pEczudMIJJ+iTn/yk7rvvPu3cuVONjY366Ec/2qeNww8/vEcwu7vvfOc7uv766yVJTz75ZL+Pufjii82/R6f77rtPL7zwgqSO36d7MLvTddddp+XLl2vnzp267rrr+g1o//jHP5bUUXK6pqamz3F5z3veox/96EdasmSJdu7cqZ///Oe67LLLejzm9ddf1+233y5JOv3003sEsztVV1fr9NNP1yOPPKJf/epX+sEPfqD3vve9tl8eAHzW2Nio5cuXq6mpSa2trSorK1NFRYWWLFmiSZMm+d29WOueod25hcJbb7yqPW27NLx0pA4/cqxmLaxSxYEtFDoFeQ9t3m9AdvpbrZ3N54BLQBsD4PM3HHK53wMIPvbPhlXvgHa29wcC2sFiDXRxGoHwsFZJ406PICloQHvfvn1df37/+98/4OO6B4a770vdvY3x48cP+PxRo0bpPe95j958880+z/dSXV1d158/97nP9fuY0tJSnXPOObrpppu0bds2Pf/88/r7v//7rn9vbW1VQ0ODpI4M9YqKin7bWbRokVKplJqbm3Xvvff2CWjff//9XZnrn//85wfs8+c+9zk98sgjSqfTuv/++/WlL30pm18VRRb3CSHrZDiiL51Oq66uTjU1NVqzZk2/j7n66qs1b948LVu2TGeddVa/i6dQWLv27NNTjz6k1Xfeqq2bnuj3MXfddIOOmzZTC869UCeeerqSyaSGB6zkOO83IHedWRnpdFqb1jyc9efA/7d4UTG7iYDj8zcccr3OF37qzCL3EIAV+2fDKu26Od8fTjz1dJWQ8hco1kAXpxEID0qOIwoKGtD+4Ac/2PXnF198UR/5yEf6fdyf//xnSR0XR/fgb2cbmzdv1ksvvTTg6zQ3N+vNN9/s85pe27BhgyRp4sSJOuqoowZ83OzZs3XTTTdJkjZu3Njjd9q0aVNX0H327NkDtjF06FCddNJJqq+v16ZNm7R//34NGTKkT18Ga6f7v23cuJGAdoDkOuCfffrCIvew+HI9JqdURv+YxFlzc7MWL16sRx99dNDHNjQ0qKGhQZWVlaqtrVUqlSpCDyFJ7777rr79hc/omaceH/SxW57eqC1Pb9SUGbP1zZ/cpBFDxhahh9nh/QbYJByprbVFP77sYj2bw+fA4yuX65H77+P6AZ+/IWG5ztfed4cee7DOt/NEtj+QPdP+2ZKGkqEde++8866uWXZeTveHKdNn66c336p0ZrQSDsGSIDAHuthFGwgNSo7njzpz/itoQHvJkiW68sor1dzcrB/96EdauHBhn5X0mzdv1kMPPSRJ+sxnPtPny+4ll1yiL3/5y3rrrbf03//93/ryl7/c53WuueaaHo8vhNbWVjU1NUnSoF9+u//79u3be/xb979n0059fb3a29v1/PPP68Mf/nCfdkaNGnXI4PrYsWO7Mr179wX+sUwIPTpjtj6w4k6VH7hG8v0Azen5WT44tz71fHRLS7N+ctkl2vKb7I9J/YzZet8dKzw5JvlWPs16UNDPw7y+GeZ7bq0DnAFf29Bca0uzzqtaqD9sfTan59XX12v6zFN0W90qlZWncippm/c1VYBRTf9NDvBCBXhvDfb81pZmfX7RGWrctiWndp95cr2uuGixxq9crbLyVBavdIj+ePD51NrSrC8u/mTOv0d9fb2mnTxLN9c+OODv4efnUo+28nluHh3J+pkFuc/0fq7b+wcet+/tA3O6/ns/Ko9fJNenvv3OO/rXixbrfxu35fS836xfo4/NmKn/+PVKjSwvt/fDr/tqPwfZ8/dPUc5jlr9Hga7RXa0t+ub5n9YLf9ia0/Pq6+t1wvSZ+vGv7tPIsjJ7Pwb/WMjmadnL+v2ax33R/JoDa21pNl3nv92wVieePEs/v/tBjRo1SknHUUnCUTLR8f8H/5zo+ln3/7fsy0m2P2BjzdAeRoZ2rDU3N+vTC0/Xti3P5PS8Z55ary8u/qSuveVulZaVK3HgMz+ZcJR0OioAJRKOkk7n/UDd/r3zsQce1/3nCR34/87Hqet+kuzR5sH2HBFQl/p+58u2aiKHDggPMrQPiuCvFBsFDWgfccQR+uUvf6nPfvazeuKJJ/Txj39c//iP/6gPfvCDam1t1RNPPKGf/vSn2rdvn6ZMmdK1D3Z3X/ziF7Vhwwb9+te/1qWXXqrf//73OvPMMzV27Fj99a9/1e2336777rtPkvTP//zPqqysLMjv0tTU1HVzH6hMeKdjjjmm688vv/xyj3/r/vdc2+ke0O5sZ7A2Ott57rnn+vRlMJ0B/IG8+uqrObWHDs3NzbryosV6MccJoc1PrtfCyvm65sCAP0raWlv0nS9U5zxJ9syT63XmgtMieUziLJ1O69pLz885mN3pD1uf1RfOX6orbryNCcoC6jxPuQaBO73UuE3LPn+e7+cp39+jcdsWfe0L5/v+ewB+SKfTuubSL+R8/+70/HNb9S/LPs/1E1PpdFrXfu0LOQezO73wh626+h++wPunwNLptH74Txebr/M/btuir15ku086Tn/B755B8K6fOY727GrRP3zhfG1c138guzuy/YGeyNBGrtLptKqrq3MOZnd6qXGbrrv8El1x422SksrIVXva0y5mpzNY3j0Q3hkYd5xuAXF1+/eDgfdkt58lnJ4B9c62BgrGBymgnlHuVRNPnHu6afEZAH9kjBFtrnIESUED2pL06U9/Wr/73e90/fXX65ZbbtGFF17Y49/f+9736qqrrtLFF1+skSNH9nl+MpnU7bffrjPPPFM//OEP9bOf/Uw/+9nPejzm1FNP1be//e2CBbMlqaWlpevPZf1kAXTX/fdobW0taDuDtdG9nd5tDKZ7QB3eSKfTOvecc3IOZnd6sduAPyoTd+l0Wtddfol5kiyKxyTuNq15WM88uT6vNp55cr02rX1E0+dTlr5QonKeovJ7AH7YtOZhPfsU1w9s+PwNBz+vc9d11Z7OLsDR1tpiWjTcme1/w+11So1K9QyYO/0F0p2egfTuGebdMgmDEJwAckGGNnJVV1en+vr6vNoIxH3c7QjyZORKvgTUDwbLOwPrXQHvnIPsvbLS+wmy9w7GdwbUd7U069qvfzG30vEzZuu01fezKAwICWuGdoJhLQKk4AHt/fv364477tADDzzQb8nK119/XcuXL9cHP/hBnXHGGf220djYqDvuuENbt/a/ev+pp57Sr371Kx177LEaO7Yw+3Hu2bOn689Dhw495GOHDRvW9efdu3cXtJ3B2ujeTu82UHyRGfB7iMlM9Lb6zls9aefhO2/lPVFAUTlPUfk9AD9w/SAfvH/CIQznqXOBrHXR8At/2Korv3qRZwtkOzPL+wTC+wTIEz2yzwd+fKJbGXaC5SgMMrSRq5qaGk/aif193HWVdqV0xqedWR1He3e16NufO9tUNfGkmafotvseUio1qk+WesLp/feDQfnugfXOx3F/AwrL+inDtYkgKWhAe9euXVq4cKEef/xxJZNJfetb39LnP/95vf/979eePXv09NNP6+qrr9bGjRv1qU99SjfccIO+/vWv92hjw4YNOvPMM/XOO+/o7/7u73TttdfqtNNO05gxY/T666/r/vvv1xVXXKFf//rXWr9+verr6/WhD33I899l+PDhXX/et2/fIR+7d+/erj+PGDGiYO20tbUN2kb3dnq3MZjBSpS/+uqrOvHEE3NqM+4Y8PcVhkkyFM/LLz4/YGmrXG15eqOaXnqhx/5O8EZUzlNUfg/AD1w/yAfvn3AIy3kK2gLZ7pnlewd/eE76BMudvgHx3kHwHv/u9A6cEyxHB2uG9lAytGNp+/btWrNm8O0dssF93F/p9nb98Bv2rUW2b31WX7zgs54sCnO6ZZUnev25v793z0bv+3f1yGbvr83ugfaDfz/Yfhw1NjZq+fLlampqUmtrq8rKylRRUaElS5Zo0qRJfncPeeov2TQb8bwaEFQFDWh/97vf1eOPd5Qq+fnPf96j3PjQoUN12mmn6dRTT1VlZaXWrl2rb3zjGzr11FN13HHHSeoIxC5ZskTvvPOOjjrqKP3mN7/RUUcd1dVGRUWFli1bptmzZ+tjH/uYmpqadMEFF+i3v/2t579LefnB/XkHK929a9eurj/3LgnuZTttbW1ZlRHvbCeb8uTdZbM/N7LHgL+vsEySoXg2rl7paXsbVtVpyaWXe9omonOeovJ7AH7g+kE+eP+EQ1jOU5wWyBYyWK7eGeR9gt99s8t7BMyd/vY773gcwfLg22fM0B5GhnYsrVixwtP2uI/7J0iLwjrvcUHgdAuC95dd3l8Q/OC/d/97t7Lwff5+sP2+fy9e9no6nVZdXZ1qamoGnLe++uqrNW/ePC1btkxnnXUWWz6GlPXqiusCDwRTwQLaruvqF7/4hSTpgx/8YJ+9s7s6UFKia665RjNnzlQmk9EvfvEL3XDDDZKkhx9+WDt27JAkfe1rX+sRzO7uIx/5iM477zz97Gc/0+9+9zs9++yzmjx5sqe/T/fgblNT0yEf2z2zufc+1L3b+djHPmZu5/XXXx+0L93bYU9sfzHg7yssk2QonrfeeNXT9t5+4zVP20OHqJynqPwegB+4fpAP3j/hEIbzxAJZDxU4WN5/hvhA/5/oESQ/VGA9SbDcE+aS42Rox1I2c5G54D7unzgtCsuF21kK3q+91XvpP3s9h8zzXvu0d/59V0uLvvK5z+rxtQ2D9qGhoUENDQ2qrKxUbW0te6eHkDlDm2EWAqRgAe3XX39db7/9tiTp+OOPP+RjTzjhhK4/NzY2dv15+/btXX+eOnXqoG387Gc/62rD64B2WVmZjjnmGL388ss9+tif7v/eu/z5hz/84X4fd6h2SkpKNGFCzy/VH/7wh/X73/9e7777rl577bUBg/2vvvqqmpub++0LiosBf19hmCRDce1p2zX4g3Kwu23wKhbIXVTOU1R+D8APXD/IB++fcAjDeWKBbEi4rtJptzAxgQNZc4PuSd4joJ7IKrCedJzYBMutJcfJ0I6nbKpF5oL7uD9YFBYehcheb2tt0ZUXLdaLOZabr6+v1wnTZ+qG2+s0alQqh6otA99/yQAujozxLRSHs9P00gvasKpOb73xqva07dLw0pE6/MixmrWwis+1gClYQLuk5GDT7e3th3zs/v37+32eF214aebMmVq+fLn++Mc/HjKIvH79wVItJ598co9/+/jHP66hQ4dq3759Wr9+vb797W/328a+ffv0m9/8psdzevfltttu63q9c889N+e+oLgY8PcVhkkyFNfw0pGetjeiNLetFpCdqJynqPwegB+4fpAP3j/hEIbzxAJZyJXSrqt0Jq19BWg+OcAkfH/7mJccYrK+v8cHJVjuum6PDO1sJ3UTB34PxE+uWxoOhvu4P1gUFl/pdFrXXX5JzsHsTi/8Yauu/OpFnuydLh3MQD9UEHyg++5gAXOC5QeZ4tkRXtyXTqe1ac3DWn3nrQMu7rnrpht03LSZWnDuhTrx1NPtddvhmYIFtMeMGaNUKqXm5mY99dRTam9vHzDQ3D3oOn78+H7/vGHDBn3yk58c8PUGasNLVVVVWr58uSTpl7/8Zb/B6La2Nt11112SOrKoP/jBD/b49/Lycs2bN0+rV6/WY489pqampn73qr733nu7Mqs//elP9/n3M888U1/5yle6yrQPFND+5S9/KUlKJBI688wzs/9l4TkG/H2FYZIMxXX4kWM9bW/Mkf0vPEJ+onKeovJ7AH7g+kE+eP+EQxjOEwtkUWjpjKt0xtU+2TKYD6VnJnmiZ/B7wPLsAwTMe2XD5TL53J5x1d7envOk7vAhQyM7yY1D628eMx/cx/3BorD4CtLe6dLBDPT2ApRycQbd7iRxyCB5v/fgbmXew3Qf7F1yPJsFbOH57XLT2tKsa5adr2efenzQx255eqO2PL1RU2bM1l133qWjUsOL0EMMpGAB7UQioTPOOEPLly/XK6+8ou9///v67ne/2+dxO3fu1D//8z93/b170HrevHkqLS1VW1ub/uu//kvnnXeejj322D5trF69Wvfdd58kady4cZoyZYr3v5A6Assf+MAH9Oc//1k/+MEPVF1drQ984AM9HvPNb35TO3fu7Ppzfy6//HKtXr1a7e3tuvTSS3Xvvff2WM305ptvdh2T0aNH64tf/GKfNo466ih99rOf1W233aZHHnlEd999txYvXtzjMbW1tXrkkUckSeeff/6AGeUoDgb8fYVhkgzFNWthle666QbP2jtlYZVnbeGgqJynqPwegB+4fpAP3j/hEIbzxAJZhNnBYLnk9SatiT6T8okBM9vebX5XV3/lPG35TW6Tutf831s87TPCY8mSJbr66qs9a4/7uD9YFBZfcdo7vRjB8j6B8D732r5l2ft//MHHFSJYnnFzz0qePm+Bp30IgubmZl1c/Sk1btuS0/OeeXK9Fp1xup7YsJ495H1UsIC2JH3nO9/RypUr1dbWpu9973v6/e9/rwsvvFDvf//7tWfPHv3mN7/R//k//0d//etfJXUEsCsrK7ueP3r0aH3729/Wd77zHbW0tGjGjBn62te+ptNOO02HHXaYXn/9da1cuVI333yzMpmO1bI//OEPlUj03cPnhRde0MaNG3v8rLMEdGtra1cmc6cFCxb0CQAPGTJE//Ef/6FPfepTam5u1sknn6wrrrhCJ554onbu3Kmbb75Z99xzj6SOkuDnn39+v8dl7ty5+sxnPqMVK1bo/vvv12mnnaZ//Md/1NFHH62tW7fq+9//ftcx+eEPf6jDDjus33a+//3v6+GHH9bf/vY3LVmyRL/73e+6FgQ8+OCD+ulPfypJOuKII3Tttdf22waKhwF/X2GYJENxVYyfoGNPPNmTfZyOmzZT49jnpCCicp6i8nsAfuD6QT54/4RDGM4TC2SB/mUyrvZlsVlmW2uLrrhosV7KsezsM0+u12XnV+mUJzcyqRtDkyZN0ty5c7VmzZq82+I+7h8WhcUTe6d7p3uwfK/XjfcOijsDZY0PEDDvJzO9taVZP/zHL+nZHBawHT9jtuauvj8y9/p0Oq3q6uqcg9mdtm15RtXV1Vq1apUn5faRu4IGtCdNmqSVK1dqyZIlevPNN/XAAw/ogQce6Pexc+fOVW1tbZ+fX3HFFXr77bf17//+72ptbdUPfvAD/eAHP+jzuCFDhujf/u3fdN555/Xb/saNG/X5z3++33976623+vzb2rVr+81oXrhwof77v/9bX/3qV/X666/ra1/7Wp/HnHjiibrvvvsO+aa+5ZZb1NzcrFWrVmnt2rVau3Ztj39PJBK68sordckllwzYxjHHHKMHHnhAVVVVeu211/SjH/1IP/rRj3o85qijjlJdXZ3n2cHIHQP+vsIwSYbi+8S5F3rynlhw7oUe9AYDicp5isrvAfiB6wf54P0TDkE/TyyQBew691DNNZjd6U/PbWVSN8aWLVvmyfwW93H/sCgsntg7PSQ8Dpa3tbboXy9arP/N8Z6/+cn1mjNnjtatWxeJoHZdXZ3q6+vzaqO+vl4rV67UokWLPOoVctE3ldlj8+fPV2Njo370ox9pzpw5OuKIIzRkyBCNGDFC48eP1znnnKO6ujo99thj/WYiO46jG264Qb/97W/15S9/WR/96EdVXl6uZDKpUaNG6YQTTtA3vvENbdu2TZdfXpwPzy996Uv6/e9/ry996Ut6//vfr+HDh+vwww/XzJkz9V//9V964okn9J73vOeQbYwYMUIPPfSQfv3rX+u0007TkUceqaFDh+qYY47R0qVLtXHjRn3ve98btC/Tpk3T1q1bdcUVV+ijH/2oysrKVFZWpmOPPVZXXHGFtm3bpmnTpnn0myNfy5Yt86SdKA34P+HR7xKlYxJ3J85doCkzZufVxpQZszVtbvTK4gRJVM5TVH4PwA8nzl2gKdO5fmBz4twFmhzmz1+nv/+cPv85Hv6XSNj+S2b7XzLR578Zpy0M9H2yc4GsF1ggi7jxYg/VzkldxE9VVVWPKpsWJ5w8R6ecfoaGJBNKJKK6U2twzfJ4EReLwsKBvdPjp3MBW67B7E6bN29WdXW10ukC1G0vspqamkC1g9w5bu/d4IEsNTU16ZhjjpEkvfzyy2SBZyGdTmvhwoV5rQSaPnuuam6/u9/S+pI6JtOy/3HWj+z3p3l+33DUcUy+8tnFenK9fWXvjNlzddMd93Qckyw7WoivSvlsbZLtU/PdPyWvZ/fz5Hzacw7xZm1padY5Z5yu5/+wNed2Jx07WSvuX63y8txWDubzHh/wd8nmuUV43+T22tm16khqaW5W1cJK/em53Ev1TDp2su596BGVH1jhmd97KdsH9v9Z0NLcrLPPOF3btjyT82sfO/l43f3gw4f+PbJ+H2X7uPwuRq8///J7D9sPjue/R54PzPZ3yfd1zO1l+9wsT2jno955912dMnuOKbtryvHH66FHHlMqlTK/j7IetRT4PZT9fdzWmvV9U/DrJM9x119efVPz5881vX+mTp2qhjVrcsoUyOZ4eL1XXRS8+ubbmjlrtl40nKfjphyvO+9frdKycrUf2C+4PeMq7bpdf+/4Webgv/X6/8GmLJ569CH9+LKLrb9el29df3Pg94EEvPSdL57jSQWGefPm6bHHHvOgRwib5uZmzZh1ip7b8mzOz/3wcVP0VK99SF3XlauO/eUzrqt0Rh3/77rdfuZ27APrusocuJ9kMurxmIGem3EP7F1/4Lkd/37w9TJZlOmPGq8+B46bNlNX3XynBz1Cof3km1/WE4/0X0HX4uTTP6XLr/tvz9qD97waK99zzz2hzkrevn27PvzhD3va3qRJkzxrL4oKET8saMlxAD0lk0nV1tbqhOkz9YIhUHf88VP18P33RaLER3er779Px590sl7cbpvMXB3BYxJ7h4/UL+99SJdedH5OWQNTZszW8hV3atIx7y1g59Bl9Agtv3+1vnD+0pzP0y9uX64PBeQ8jU0N1xMb1qu6ujqnBUeVlZWqra3l8wexNvKIMbr2lrt13eWX5PQ5MPXkOVq7aiXXT8yVjUqZ3j8nnXKqHnmgjvdPkaRSKV1jOE8fnzVHjz2Y/3XeGcDoG+zuCIJPvuAzeurBO7VhbYP5NagWgbjxcg/VhoYGNTY2MqkbQ6lUSivuf1jnL/1Mzt8Hb/rl7X3uD47TsUQ0kfRncZl7IOid6R5Ad3UwcN49oN4tMJ7uFizvDKJ3/Lz3c3u3fTAY71dAPehbi8B77J0eP6vvvNWTdmpqakId0F6xYoWn7S1fvlxXXXWVp21icAS0gSJLpVK64fY6XfnVi3Ie8EcxmC11TpLdo+suu5jJcHQpK0/pihtv06a1j+jhO2/Vlqc3DvjYySfN0unnXKBpcxd0ZcqiOEaNGmU6T6Vl5UXs5eBSqZRWrVqllStXqqamRg0NA0+Kz58/X1/5yldUVVU1cLUMICYcx1FpeXnOnwOnnH4G928onXFVWpb7++ecxYt4/xSZ5Tx94lNnenKeEo6jRNLRkENs0ftg3b2aM2eONm/enHP7xx9YIDuyrLwrYN4nY7xXUP3g41ylM5meP+8MVsQw0w/h4fUeqkzqxpf5+2COFdWKwXEcJR0pqUPfcwqld0C9M1DeGRTvN8jeK6De+2e9n9vjca6rmZVnqH7G7Ly2H2BRWLiwd3q8sIDtoKamJk/b27Fjh6ftITsEtAEflKdsgbqyAA74vWKZJGMyPPqSyaSmz1+o6fMXqumlF7RhVZ3efuM17W5r1YjSMo058iidsrCK/Q59lHQc03lKB3CSN5lMatGiRVq0aJEaGxu1fPly7dixQy0tLSovL9e4ceO0dOlSTZw40e+uAoHiKPfPAco6Q+rISJJyv98PSfowy4ycz1MxF32lUimtW7cuUNVWemeW98kud/svsd73/zN9AuoEy5Evr/dQZVI3vhzH9r2dHTD78iugfuw9d2veqaeathb56OQp+uWvl2tkWXmPLPXugfeuQHq3Uu89H9szSz3j8v4opFkLq3TXTTd41h57pwcbC9gOam1t9bS9lpYWT9tDdghoAz5IGANAmQgP6BwZJskcMiMjrVeso2L8BC259HJ/+oIBJRM9T1S25ykd8M+zSZMmhXaQDhSb40jdL+lsPgeC/QmAYulvcVM275/e9x4UXxDHZUGrtpJNZrlVv8HyPqXZ+9+XvO8+5pkejyFYHg972nZ52h6TuvHV+xM02/sDHzXBUVZebtpaZNopp6q+QFvAZFxXbn9B8G5B7+7l3XsExXuVeu/590H+rXu5eB9LwRdSxfgJOvbEkz3bO50Ek2BjAdtBZWXelscvLw9W5cm4IKAN+KD3HFz2A/5oDaIOJYiTZAD6sm5vFsQMbQA2HdnWuV3TMRrS4BCs9wIC2hhIXKqtFCNY3j3wPdAe5v1mn/d+/oHHESwPFq/3UGVSN76sVXfIwA2OjGurmrj47MJtAZNwHOlAtrp8Lszjuq5cdWaU99wH/dB/PxgU7/P3rLPXuwXXPcxeZ+/0+GAB20EVFRWetjdu3DhP20N2CGgDPkiYB/wedwQA8pQwBhUIaAPRYfkUYBITkn2xZpKS9cgC1VZsChksd93+MsT7Bsz7zS7v9/E9g+rIntd7qDKpG1/WNWZcssHRudgo16qJJcl4VE10HEeOpIR1Nb/HugfO+8su7zdA3iuz/e+XVGtt3R367YZ15n6wd3o4sIDtoCVLlujqq6/2rL2lS5d61hayR0Ab8IF1wB/0Er0A4scaVODzDIgOy8cAnwCQpHYytIFYcRxHJUlHJYUKlg+YTT5AOfasHt+x33nUblxe76HKpG58mRM2PO4H7PpbYJhN1UTruUd+Eo5zYF45v+z1//erO3T2JypNe6cfP3WqVt9/n0aWlQ+8EG3ASi8DP5ZFz95jAdtBkyZN0ty5c7VmzZq825o3b17oKz6FFQFtwAdkaAOICmtQgSwaIDocQ442YxpIMpcfJqANoDfHcVTiOCpJSMM8bts9UPK1937jA0/a952sH7g8e8aXyJ6Xe6jOOXUuk7oxZo1pxmlLvaDLGJ/HcCzcyspse6fPnDNPD628t2B7p6f7uWf2ua8O+Li+1Vs6HxvXbU9YwNbTsmXLPAloL1u2zIPewIKANuADBvze4GgA/iOgDcCWoc1nAOzVOig5DqCYOoLlUkkiWZBgecZVn/3GD72H+cCB9e6l2ds7Nlsd8LW92kP17PMvyrsNhBcJG+FnzYolQzvcXOPe6V8871ylUoUpO13IbU8GCpZ3LURzB1is1l/AvFdbQQ6We7mALQpZyVVVVaqsrFR9fb25jcrKSlVVVXnXKeSEgDbgA+ugj4A24oSvRuFAyXEApk8Bt2PyzGEiLNasi5sSpAQBiAjHcZR0OheJersfbX/B8u4T8Md/bomeevBObVjbYH6NKTNm60Mnz/ew1wgb6x2Z+a3gsMbiCGiHW+c1mOve6clEOPdOL0awvL/FaAOVWh8447zn/dqLYLlXC9iikJWcTCZVW1uraSfPUuO2LTk//9jJx6u2tlaJkF4HUUBAG/CBPaDtcUcAIE9kaAOwxhZdsXgp7tLGW0GSN044cKsHfJVNsPzBuns1Z84cbd68Oef23/+hY/XNn9yklr1p7drXrpFDmWKMIzK0w88aMCOeHW79nXb2TrcpZLDcdXsGygfe+qSfvckPPH7hmWep4b479PuN68z9iFJWciqV0s13P6ivXXR+TuX2p8yYrTvvvKsg5faRPUabgA+sE7+sYAUQNNaANp9nQHRYs6xdItqxZ13cxB7axcXRBqIrlUpp3bp1qq6uzqn85pQZs/XNn9yk0rKOsrOvvLtHf39EWaG6iQBjS73ws++hzQghzKxbQHHai8txHJUkHZXkGSxfee89OuWU2XqxcVvOz506dWrkspLLy1M5l9ufNneByglm+46ANuADa5lEEhoBBI255Lj1WzOAwLHOabhEtGOPPbQBwH+pVEqrVq1SXV2dvv/Tf9fmpzYM+Njuk7rdJ7Z3NBPQjitzhrbH/YCdNUOb9YXhZl1TwnkPp/Lycl1zy9267vJLcspKPnHWqXr0wbpIZiXnWm4fwUBAG/CBdT0TK1h743igL94VxZVw1BGPyvHAU3IciA5rbJFPAZChDQDBkEwmdfbZZ+tDMyu15unNOU/qvtO2j7LjMUWGdvhZzwUZ2uFmnZJxWJAcSq6k0rLynLOSP3XWWZEMZveWTbl9BAMjTcAH1tKcDPgBBE3H3nxOzll21qw8AMFjndTgYwAEtAEgWMaNGm6e1H2leY/+/j1kacdNXlvPIBCsgU0C2uHmGi9CTntIHTjduWYlJxMF2BgcyAMBbcAH1kk4BvwAgiiRcHIOSpChDUSHPUObz4G4o+R4tHGFA+GTGlaikcNKtGtve87PfeVdAtpxRAXC8LNnaHvcERQVe6fHS6afkXlWC9g43T1w5/JfdHZyB0KEkkwAosQSWHBdl880ICKs33FZ1wLrno1kaBcbxxuIC8dxNC413PTcnW371LYv7XGPEHTmPbQZBwaGfS9lxgdhZs7Q9rgfKA7rdc75RtAQ0AZ8YB30MfELIIisgQWytIFoMJea9LgfCB9KjgNA8Bw9aoT5ua807/awJwgDEjbCz3ouiGeHGwsZkA3ON4KGgDbgA+scHAN+AEFkLf3KZxoQDeaS43wGxJ6l5LjjWHdtBwBkY9TwjrLjFjve3eNxbxB05gxtj/sBO3vJcUZkYcZChnghQxtRQUAb8IE9Q5shP+KEYVNYkKENxJv105phDSz3gUTCMVcFAAAMznEcHZ1H2fHd+yk7HidkaIef9Ws5BXPCzXoFMgwPJ9d6xjnfCBgC2oAPKDkOIEoIaAPxRslxWLiuq7ThTZBkUgUACu7oUbaAtiS9QpZ2rFhvy3wVDA4ytOOJkuPxQoa2R1iM5TsC2oAPKDkOIEqsJcctgQwAwWPP0OZDIM4yrkwTAuyf7QMOORA7o4cPUelQY9lx9tGOFcexVU5hHBgc9gxtBghhZi457nE/UBz2jHzOOIKFgDbgAzK0AUQJGdpAvJn30Pa2GwgZ6ySadREVACB7juOYs7Tfpux47FhuzXwVDA57hrbHHUFRkaEdL9ZFRJxtBA0BbcAH5j2GGPEDg+MyKTpzQJtV+UAkmEuO8xEQa+3GcS0Z2gBQHOOM+2jLlV5ppux4nFgCXGRoBwcZ2vFkztDmtIeSueQ45xsBQ0Ab8IE1syTKw33LIYny8QCrAMPEGlsgQxuIBkqOw4IMbQAIttEjhmjE0KTpua+8S9nxOCFDO9zI0I4nSlDHi/l8e9qL4Ijq7xUHBLQBH5ChDSBKyNAG4s2ancEnQLxZFzUlmD0tOo44EE+O42hcaoTpuW9RdjxWTBnajAQDw1yKmMBmqFGCOl64zhEVBLQBH9j30GbADyB4rNlyZGgD0WDP0Pa0GwgZ6z2AkuMAUDzWfbTlSq9Sdjw2THdml2o9QWEuOc6YLNQoNR8vZGgjKghoAz6wB7Q97ggAeMCcoc2HGhANxm+5ZObEm7VKRwmTaABQNIeNGKIRQ4xlxwloxwZzXOFmLjnucT9QXPaMXY87gqKwl5j3tBtA3rj3AD6wLmIkQxtAEJkztPlMAyLBXHKcj4BYo+Q4AASf4zjmLO03d+3THsqOx4I14EGGdjCQoR1PGePzOO0hZbzOHXK0ETAEtAEfsHoVyAJjptAgQxuIN3PJcU97gbCh5DgAhMPRo2z7aMt1KTseE+Y5Lo/7ARtzhjZDslCzridhT+VwMldH43T3wByG/whoAz4gQxtAlFiDCxkC2kAkWOc0GNfEW9p4+q1VQQAANmNGDNFwY9nxHQS0Y4EM7XCzngf2Ug4383n3uB8oDvMCBm+7AeSNzyDAB9bVbEz8AggiSo4D8WbO0OYjINbsGdoedwQAcEiO4+jolL3s+N52yo5HnfXWzPrmYLAuMiTQFW7W648M7XCy76HN+UawMB0A+MAa/GHiF0AQUXIciDfrl1w+AeLNuqiJDG0AKL5xeZQdf4Us7cgzjwWZ5AoEy3lwHIdAV8hZS1Bz2sOJDO1eIvuLRR8BbcAHlOYECoerpPjMAW1OFhAJ9gxtPgTizLrtBHtoA0DxjSkdomHGsuOvvEtAO+rs2+p52w/YWM5DgvFY6JkztL3tBorE+t2bBQwIGgLagA+s+8ww2AcQROaS43yoAZFg3jfR224gZNqtAW1mVUKDaxyIjvzLjmc87hGChAztcLMkzxBQCD8y8+PFXHLc014A+eP+A/jAvnqVwX4PHA4gEBLG0QQBbSAa7JOYHncEoWId15KhDQD+GDfKFtB2XVevUnY80sxzXN52A0amDG2CmqFnGYpz2sOLPbQRFQS0AR9YV7QR0AYQROYMbT7TgEig5DgsrIuaKHEJAP4YUzpUw0qMZcebd3vcGwSJNeDBHJf/Mq5rimwyHAs/y4ISFjKEl7nkuMf9APJFQBvwiWXwRzIjgCAy76HNhxoQCZQch4V1URMlxwHAHwnH0dHGLO2/te7TPsqOR5Z1cpl4tv+s54AFhuFnKzlegI6gKKzXelTPeUR/rVggoA34hAxtAFFBhjYQb47x6yAfAfFmXdRUwgQqAPjGuo+267p6tYWy41FlzdpkLOg/6zxjVINccWIqOU4YMLTse2hzzhEsBLQBn1gG/Az2AQQRGdpAvNkztPkMiDProiYygkKELy9A5Bw+cqiGGsuO73iXgHZUWceCJG34z3oOEgS5Qs11XVOGNsPw8DKXHOecI2AIaAM+sQwCXNeN7IDfcn+M5pEAwsca0M4Q0AYiwb6HtqfdQMhYFzVRchwA/JNwHHOW9t9a92pfmrLjUUSGdnhZv5KzwDDczNm6nPbQ4uMWUUFAG/AJA34AUZFwHNM2CpQcB6LBPKbxuB8IF2tMw7qICgDgjXHGfbRd19VrzWRpRxEZ2uFlztBmOBZq5r3TiWiHFntoIyoIaAM+sQ7+GPADCCJLgIGS40BEWEuOM6aJNeuYlgxtAPBXR9lx23TiDgLakWRZ3CyxuDEIzBnajMdCzbx3usf9QPCxh3ZP3Lf8R0Ab8Il18Ef8B0AQWT7T0sZ9mwAEi3UPPS7/eDOXHOcbbGhwiQPRlHAcjTWWHX+jZa/2U3Y8cqy3ZhI2/EeGdjzZs3U58WHFHtqIihK/OwDEFRnaQKFwjfihJCHty/VJbscinSQDZCDUrF9y+bSON+u2E2RoFx9HHEBv40aN0F/ebhvw35teekEbVtXprTde1Z62XRpeOlKHHzlWsxZW6bWKUTpmdGkRe4tCY0u98DJn6jIeCzXX+E2MhQzhZd433dNeAPkjoA34xJ6hzYgf8cCgKVwSxm82GddVkrMNxBJjmnhrN2ZoW+83AADvvGfkUA0pSWh/+8Fs63Q6rU1rHtbqO2/V1k1P9Pu8u266QbeefIr+5Rtf11lnnaVkMlmsLqOA2EM7vKyngAWG4Wat/slChvAyB7Qje86j+ntFHwFtwCfWyTjG+wCCyPqFtj3jagjzWECokZUDi4xhJs1xHPZsBIAASDiOxpYP1193dmRpt7W26MeXXaxnn3p80Of+7onHdfYTj6uyslK1tbVKpVKF7i4KjC31wsueoe1xR1BU1vLT7PwTXpQcR1TwOQT4xHo/YAUrgCBKGhfpWPdQBRAcfMmFhaXkuPVeAwDw3rhRHftot7W26MqLFmcVzO6uvr5ec+bMUXNzcyG6hyIybz/D/JbvrF/HWWAYbvYMbW/7geIx75vubTeAvBHQBnxiL8/rcUcAwAPWDG0W6QDhxyI95Mp1XVOGNgFtAAiOI8qGKSFX111+iV5s3GZqY/PmzaqurlY6nfa4dygmc7Uej/uB3FnGYxJ7KYcd5afjhz20ERUEtAGfWAd/TP4Ch8Yl4g8ytIH4sk5scPXHV5r9GgEg9BKOoz8+1aBnnlyfVzv19fVauXKlR72CH1jcGF7Wc0CGdrjZz7vHHUHRmDO0I3qtR/O3igf20AZ80t/gr+mlF7RhVZ3eeuNV7WnbpeGlI3X4kWM1a2GVKsZPkBThAb/jiKltILysQQZLyVkAwWL9MsjlH1/WbCAytAEgWO6/4xeetFNTU6NFixZ50haKz5yhzVjQdxnj8xiShRvBzfhxjXPunHEEDQFtwCedA/50Oq1Nax7W6jtv1dZNT/T72LtuukHHTZupBedeqGkXLS1mNwEgK2RoA/Fl3jeRhWyxZV3MlGRGBQACY/v27dq4fp0nbTU0NKixsVGTJk3ypD0Ul3UsGNmEjRCx7mNOhna4Wc87Zz28zB+3nPSeuG35jpLjgE8SjtTW2qJrlp2nH1928YDB7E5bnt6oH3/jS1qy6Cw1NzcXqZcAkB0C2kB8kaGNXFk/+8nQBoDgWLFihaftLV++3NP2UDzW4CZfBf1nPQcEtMPNnpnPeQ8r68dtgog2AoaANuCTttYWXXnRYj371OM5PW/9msc0Z84cgtoAAsVectzjjgAoOvMe2lz/sUVAGwDCr6mpydP2duzY4Wl7KB5ztR4Gg76zbgNDXDPczBnanPfQ4pwjKghoAz5Ip9P61iWf04uN20zP37x5s6qrq5VOpz3uGQDYJMjQBmKLkuPIlbXkOFkh/uCwA+hPa2urp+21tLR42h6Kx7rezJolCu9Yz4F1QTuCwbqWhLF4ePHNuxfeyqFFQBvwQV1dnZ5cvyavNurr67Vy5UqPeuQ/7iNAuFn3NbUGNQAEByXHkSsytAEg/MrKyjxtr7y83NP2UDz2aj0MBv1GhnY8Wfev57SHmPHjlmsdQUNAG/BBTU1NoNoBgHxZgwzWL9AAgsO6Up+rP77MAW1mVAAgMCoqKjxt771HjfW0PRSPdXKZr4L+swY2ydQNN+u1x2kPL+vHrXXBElAoBLSBItu+fbvWrMkvO7tTQ0ODGhsbPWkLAPJhDWi3M4sBxBZZOfFlrc5Bhna4cIUD0bZkyRJP25sy71OetofiIUM7vKxfxwloh5v1yuO8h5d5D22P+wHki4A2UGQrVqzwtL3ly5d72h4AWFiz5ig5DoSfeQ9tLv/YouQ4AITfpEmTNHfuXE/aOm7aTA15T4Vebd7jSXsoLvMe2owFfWfP0Pa4Iygqc3CT8x5a5gxtT3sB5I+ANlBkTU1Nnra3Y8cOT9sDAAtKjgPxRclx5Mqcoc0sGgAEyrJlyzxpZ8G5F0qSnn3lXe1PZzxpE8VjztD2uB/InXWBKZm64cZ5jx/rOafkOIKGgDZQZK2trZ6219LS4ml7QFAwZAoXMrQB5Ioyk/FFhjYARENVVZUqKyvzamPKjNmaNneBJGnP/rT+8DpzHGFjz9BmLOg36zkgxhVu5vPucT9QPK5xCRHXek/ctfxHQBsosrKyMk/bKy8v97S9MOEmAgSHNchgDWoACA7rSn3yr+LL+tFPQBsAgiWZTKq2tlbHH3+86fnv/9Cx+uZPblIicXB68qW3d+nttn1edRFFYN9D2+OOIGf2kuOMycLMXH6a8x5a5gxtb7sB5I2ANlBkFRUVnrY3btw4T9sDAAsC2kB8mb/kcvnHljlDm0m0cOEaB2IhlUpp3bp1OWdqT5kxW9f8vFalZb0W6bvS5h3vkr0bItbJZc6x/6xfx1ljGG7snR4/LGJAVBDQBopsyZIlnra3dOlST9sDAAtKjgPxZf2OyyRmfFFyPGw47gAOLZVKadWqVbrnnns0b968Qz528kmz9K3rb9aVNbf3DWYf0LJnv/70N2+3a0PhWLN1GQr6jwzteCJbN34454iKEr87AMTNpEmTNHfuXK1ZsybvtubNm6eJEyd60CsAyI89Q9vjjgAoOnOZSY/7gfCwLmZKMqMCAIGVTCa1aNEiLVq0SI2NjbrpF7/Stuf/V7vbWjWitExjjjxKpyys0rjxE7Jq749vtGrcqBEqH8bUZdCxuDG87BnaDMrCzHrpcd7Dy7qHNhA0jAoBHyxbtsyTgPayZcs86A0QLQzR/JEwBrSZxADCj2kN5MqaoW291wAAimvSpEm6/off12/+slOvt+wxteG6rjbveEezxh9OydOAY3FjeFF6Op6s552P4vAyZ2hzzhEwlBwHfFBVVaVT5s7Pq43KykpVVVV50yEgiBg0hYq15Hg7e2gDoUdWDnJlz9BmcAAAYeE4jiYfPSqv7SLe3rVP/7uzzcNeoRCsp5ixoP/I0I4n65XHeY+fqC4oi+ZvFQ8EtAEfJJNJ/b9f3q73T/qo6flTp05VbW2tEomYX8J8+QECwzpRxSQGEH6O8esgl398sYc2AMRD6dCkPvzeVF5tPPdai3bvT3vUIxSCOUObsaDvyNCOJ3OGtsf9QPFwzhEVMY+GAf5JjRqla265W1NmzM7pedNnz9XatWuVSuX3pRAAvGTd15QMbSD8IrpoGwVEQDtcOOoA8jH+8FIdVjrU/Pz2dEZbXn3Xwx7Ba9bJZRY3+881l55mdBBm9vLTnPewsn7acsYRNAS0AZ84kkrLynXFjbfpW9ffrOOmzTzk4yefNEvfuv5m/edttQSzAQSO4zimvU2tQQ0AwWH9ksskZnxRchwA4iPhOJoyblRegZBX392jV5pte3Gj8KxliBkK+s9ccpxFhqFmXcjAaQ8xFjF4hBuX30r87gAQV533g2QyqenzF2r6/IVqeukFbVhVp7ffeE2721o1orRMY448SqcsrNK48RMOPI91KACCKeE4yuQ4uCOgBYQfZSaRKzK0ASBeRg0for9/z0j96W+t5jaefeVdHTFyqIYkmRMJGmu8I9fvjvCeueS4x/1AcWWMzyO4GV7mDG1OOQKGgDbgk/4GARXjJ2jJpZcf8nkM9xEfjJrCJplw1J7j9naZjCvXdfliBISY9fJlTBNf5gxtAtoAEFoTjyzXjuY92rW33fT8vfvTeu61Fk0ZN8rjniFfLG4MLzK048leat7jjqBozOfc434A+WJBFeAT6w3BegMCgEIrMX6pTfOxBoQaYxrkKmPN0GYWDQBCK5lwNOXo/ILR//v2Lr21a59HPYJXrLFNqnX5z5yhzZAs1MwLGbztBoqIDG1EBRnagE/IZgIQNda909IZ1xwMB+A/c1aOx/1AeKQtdQ4dJk8BIOyOKBum/++wUv11Z5u5jc073tGpE46gakeAWM+ENagG79j3Uub6CzPrWhIq64WX+ZzHJEe7cxvYt954VXvadml46UgdfuRYzVpYpYoD28BKVBYJAgLagE+sgz8+OAEElXVSyVp6FkAwWOeTufTjy/K5n3AcJtEAIAI+Ojal11v2am+uexUd0Lq3XX/6W6s+9N5yj3sGK+fAPTrX4CjVevxnrZbGiCzcrJn5DMXDyzUuJ4/yOU+n09q05mGtvvNWbd30RL+PueumG3TctJlacO6FOvHU04vcQ/SHgDbgE/sKVgb8AILJWgrWWnoWQLhZv1Qj/NKGz30y8QAgGoYmEzr26JR+99ed5jb+9LdWjRs1XKnhQzzsGfLhOLkvVuRroP8siwocFhmGnvXSIzM/vOwZ2tHU2tKsa5adp2efenzQx255eqO2PL1RU2bM1u13rJAOKy1CDzEQtj4AfEJ5zp6ieoOEHe+J8EkaRxWWwAaA4KDMJHKRcV3T5Cn7Z4cPlziAgYxLDdd7U8PNz3ddV8/seJcM3wCxBLo4e/6zjMcTLDIMPetnJ2c+vOx7aEfvrDc3N+vzi87IKpjd3TNPrte5Zy5Qc3NzgXqGbBDQBnxi3kObEX8XDgUQLNZgAyXHgXAzZ2lw6ceSdRETGdo+4tAD8JjjOJp89CglrStiJb3dtk8vvW3fixveMg0F+R7oO0sVSIZk4We99MjQDi/LOY9iMDudTqu6ulrbt20xPf+5Lc+qurpa6bRt2xTkj4A24BPrLYEBP4CgMu+hTZomEEuUHI8nc0A7ghMqABBnpUOS+kie+2D/4fUW7d7PpHIQJAyzXHwN9J8pQ5sxWehl2E85dvju3aGurk719fV5tVFfX6+VK1d61CPkioA24BNKjgOIGgLaQHxZhjVc+vFkrcpBhjYARM/7xpTqsNKh5ue3pzN69hVKjweBaYrLuA0JvJFxXVPaJkOy8LN+DyOgHV62DG3v++G3mpqaQLWD3BHQBnxChjZQGFwi/qHkOBBfZGogWxlKjgMADkg4jo4fNyqvsqavNe/RK817POwVLKxjQRY4+oey0/HFuUc2ona2t2/frjVr1njSVkNDgxobGz1pC7khoA34xLyHtrfdCI6o3SWBGEqQoQ0gByzSi6e08bRTchwAoik1fIj+/oiyvNrY8mqz9qczHvUIFvY5LsaDfrHsny2RoR0F1u9hnPrwspzzqO2hvWLFCk/bW758uaftITsEtAGfWFe1MfcLIKjI0AbiyzKxxVqWeDLvoc3sqW848gAKbeIRZSobVmJ+/t79aW17rdnDHiFX1ts0XwX9Yw1oO4wMQs962ZGhHV6Wcx61s93U1ORpezt27PC0PWSHgDYQMmQzAQiqEjK0gdhiYgvZYg9tAEBvyYSjKeNG5dXGX95u05u79nrUI+TKOha0BlWRP+vXcGtlNgSHeTEDpz602ENbam1t9bS9lpYWT9tDdghoAz6xjv8oogUgqCg5DsSY4fJ3XZeFejFk/cxn7hQAou09I4fp78aU5tXG5h3v8t3CJ+Y5Lk6Xbyg5Hl/soR0/tgztaJ3vsrL8tjfprby83NP2kB0C2oBPrPtQMO8LIKjsJcc97giAojOXmfS2GwgBMrQBAAP56FEpDRuSND9/1952/fFv3mZgITv2OS5Gg34xZ2gT1Aw9e7l5hJHrusYUbe/74qeKigpP2xs3bpyn7SE7BLQBn1jvCS5TvwACyhpsyLAsHwi9qK3eRuGY99Bm8jSEuL8DyM2QZELHjU3l1cbzf2tV8579HvUI2SJDO3zI0I4v6zoS68IV+Mu8Z7qnvfDfkiVLPG1v6dKlnraH7ETtfQmEBhnaAKImafxuY83WAxAc1rkNJjHjxxzQZvYUAGLh6NRwHZUabn6+67ravONd9mYuMvMcl8f9QPbs+ygzJgs7a7IUw/F4idqlPmnSJM2dO9eTtubNm6eJEyd60hZyQ0Ab8Ik5Q5vRPoCAsgYb2OcOCD/7uIbrP27MJcejNqMCAOiX4ziafPQolSTtU5Y72/bpf99u87BXGIw9Q5uxoF+sh54xWfhZp2A49eFERv5By5YtC1Q7yB0BbcAn1nsCJccBBBUBbSC+yMpBtsjQBgAMZsSQpD783vK82nju9Ra17U971CMMhiqE4WPP0Pa4Iyg663XH/unhxCLyg6qqqlRZWZlXG5WVlaqqqvKmQ8gZAW3AJ9YhAHEfAEFlXalNyXEg/Kg8g2wR0I4PLm8A+Rg/plRjRg41Pz+dzujZV95lIr9IrBPMZGj7xzq/SFAz/MyLGTzuB4rD+ikbxUs9mUyqtrZWHzp2sun5H508RbW1tUokCKv6hSMP+MRxHNsKVsb6AAKKDG0gvsyVZ5jEjB3rBBrlLQEgXhzH0ZSjR+VV8vT15j3a0bzHw15hINYgJ0NB/2SM38NZYxh+pjNvnceG78wlxyO6hCGVSumX9z6kKTNm5/S8KTNma/nK1UqlUgXqGbJBQBvwkWUckIloRDuat0ggXqyTGGRoA+FnnsT0uB8IPjK0AQDZSg0fog8eUZZXG1tfada+dMajHmEg1jgXGdr+sR57MrTDz3LuOevhZd2+NMrnvLw8pStuvE3fuv5mHTdt5iEfO/mkWfrW9TfryprbVU4w23clfncAiDPLjYGx/kEcCyBYyNAGkCvu5fGTNp5zAtoAEE8fPKJMO5p3q3VPu+n5e9vT2vZqs6ZWjPa2Y+jBvIe2x/1A9qzLPBiShZ/lOxjnPbzMGdoRP+fJZFLT5y/U9PkL1fTSC9qwqk5vv/Gadre1akRpmcYceZROWVilceMn+N1VdENAG/BRx4A/t7sKg30AQVViDWgT0QJCz1xynJFN7JgztKM+owIA6Fcy4ej4o0drw4tvmtv46842HTN6hI4oG+Zhz9CdNdhFhrZ/rFv/kKEdfpZzT7nx8DLvoe1pL4KtYvwELbn0cr+7gSxQchzwkS1Dm8E+gGCyfrG17t0FIDjYNxHZsga0E3xzDR+ubwAeOXzkUL3v8JF5tfHMK+9SGaqAzBnanBLfWC8HAtrhZzn3nPbwsmdoc9IRPEwLAD6y3BcY7AOHRraffxKOTCt12tnSDogtPrHjx1qVgwxtAIi3j7y3XMOGJM3P37W3XY1vtHjYI3RnnWAmQ9s/1oXlDMnCz3LmWcgQXuyhjSih5DjgI8tKJ4J1iAvGyuHjOI6SjpNzsIJJDCD8rB/ZVJ6JH3PJcTbuA4BYG5JMaPLRo7TpL29n/ZzOPTHfeuNV7WnbpeGlI3XChz6gz59/niZNmlTA3sYPGdrhY11XziLDcHNd13ThcdbDiz20ESUEtAEfme4Lbsfgg7IfAIIomXByDlZQ+g8IP0qOI1vsoQ0AsDo6NVxjRw3Xq+/uGfAx6XRam9Y8rNV33qqtm57o8+8N90k//rfva968eVq2bJnOOussJZP2zG90YA/t8CFDO56sVxwZ2vFD7AFBREAb8JF1wO+KlXEAgskScHBdVxnX5QsSEGZ5jGkQL+aS42RoAwAkHTd2lP7Wuk/t6b75pW2tLfrxZRfr2aceH7SdhoYGNTQ0qLKyUrW1tUqlUoXobmyYM7Q97geyZ11MwPf2cLOed057eFEVzTscSv+xhzbgI0oyAYiahDHgQJY2EG7sm4hsWbOBCGgDACRpxJCkPnJUeZ+ft7W26MqLFmcVzO6uvr5ec+bMUXNzs1ddjCUytMPH+hWcgHa4WS85huLhZf2U5ZQjiAhoAz5iv0kAUWMNOBDQBsKNcmTIVrtlzz7HYfLURxx5AEHzvsNKdfjIoV1/T6fTuu7yS/Ri4zZTe5s3b1Z1dbXS6bRXXYwdtp8JH3uGtscdQVFZp14cRoShZd9Dm3OO4CGgDfiIkkzdcZMEosC6x6m1BC2AYLDexcnKiR9LhjbZ2QCA7hzH0ZRxo7vmVDateVjPPLk+rzbr6+t14403etG9WGIsGD72TF3GZWFmTZLitIeXOUObc44AIqAN+Mieoe1pNwDAM2RoA/Fk/bLLmCZeXNc1LWBi4hQA0Fv5sBJNPLJMkrT6zls9afPrX/+65s+fr3vvvZds7RwxFgwfMrTjKWN8HuPx8DIvYvC4H4AXCGgDPrKOBVjBCiCoyNAG4olyZMhGxpUpRSDJt1YAQD8+eESZ3m56SVs3PeFZmw0NDTr77LO1cOFC9tXOgTXYxfyWf6zHnnF/uJGhHT9kaCNKmBoAfETJcQBRY83QzliXCQMIBMpMIhvWxUuUHA8nrm4AhZZwHDVuWF2Qtuvr6zVnzhyC2lmyJ2x42w9kz3rsrYvYEQyUmo8f8x7a5GgjgAhoAz6i5DhQAFwfvjKXHOeDDQg1c5lJb7uBgLNuL8HEqc84/AAC7K3XXy1Y25s3b1Z1dTXlx7NgDXa5jAZ9Y8/Q9rgjKCrzefe4Hyge6+cs5xxBREAb8JE12SSKA35ukkA0JI0XM3toA+FmXb3NWpZ4MQe0ydAGAAygtbW1oO3X19dr5cqVBX2NKLDeqvka6B/rsSdTN9zs5ac572FlztDmlCOACGgDPjKXHGfADyCgzBnazGQAoWbO0GZQEyvWjBAytAEAAykrKyv4a9TU1BT8NcLOvriRsaBfrOMy1hmGG5n58cMiBkQJAW3AR/aS4wz4AQSTNehAyXEg3Cg5jmy0k6ENAPBYRUVFwV+joaFBjY2NBX+dMLMvbvS2H8geGdrxZN9D29t+oHiscQROOYKIgDbgIyZ/AURNggxtIJYoOY5skKEdVhx/AMG1ZMmSorzO8uXLi/I6YWUNcvI10D9kaMeTOaDNeDC0+Jjti6+X4UVAG/ARk7+A97g8/EXJcSCeWKSHbLCHNgDAa5MmTdLcuXML/jo7duwo+GuEmXUsaA2qIn/mrE0iQaFGyfH4YQ9tREmJ3x0A4owBfzfcJNELb4lw6i+LrumlF7RhVZ3eeuNV7WnbpeGlI3X4kWM1a2GVKsZPkETJ8TBqbGzU8uXL1dTUpNbWVpWVlamiokJLlizRpEmT/O4eioxtVJANAtoAgEJYtmyZ1qxZU9DXaGlpKWj7YWfN0GYk6B9zyXHGZaHGfsrIFue8L5e7lu8IaAM+IpsJQNR0Bh3S6bQ2rXlYq++8VVs3PdHvY++66QYdN22mFpx7od5/ztnF7CaM0um06urqVFNTM+Ck4dVXX6158+Zp2bJlOuuss5RMJovcS/iBSUxkI2084ZQcBwAcSlVVlSorK1VfX1+w1ygvLy9Y21FgjXFGMmEjJMwlxz3uB4rLnKHtcT9QPOyhjSghoA34yLr/COP9DhwGIHiSCUdtrS368WUX69mnHh/08Vue3qgtT2/UxpXLtfr++5RKpYrQS1g0Nzdr8eLFevTRRwd9bENDgxoaGlRZWana2lrOKwbEmCZerBnaZAIBAA4lmUyqtrZWc+bM0ebNmwvyGuPGjStIu1HBlnrhQ4Z2PJn30GaBaWjZs/I97QbgCQLagJ/MGdqM+AEEU1tLi668aLFebNyW0/OeXL9GH58xSzcuX6nS8v6Cn9l97uUzIeLlJ2v//cjyd8j6RfJ4bo4vsaulRf/02bP0/B+25vT8+vp6zZkzR+vWrSOoHXFso4JsWLeXSDKZ4isOP4AwSKVSWrdunaqrqwuSqb106VLP24wSxoLhY87QZmAQava90z3uCIrGvIc23wIQQAS0AR+Zy3My3gcQQOl0Wpd87rM5B7M7/em5Lfrmlz+nK268jTLVAZJOp3XtpZ/POZjdafPmzaqurtaqVas4rxHGin1kI8Me2gCAAkqlUlq1apVWrlypmpoaNTQ0eNLuvHnzNHHiRE/aiirmt8LHGthk3B9uGePzGI6HFxnaiBK2vQB8ZL0vMOAHEER1dXVa1/BYXm088+R6bVr7iEc9ghc2rXlYzzy5Pq826uvrtXLlSo96hCBiTINstBPQBgAUWDKZ1KJFi/TYY4/p3//93z1pc9myZZ60E2XsoR0+aXPWJsLMnK1LdDO02EMbUUJAG/CRuSQTJccBBFBNTY0n7Tx8562etANvrPbofHj1/kAwMaZBNuwlx5lOAQDk7tJLL1VlZWVebVRWVqqqqsqbDkWYNdjFSNA/liCX4zgENkPOnJnvcT9QPGRoI0r4LAJ8ZN2LggWsAIJm+/btWrNmjSdtbXl6o5peesGTtpCfl198Xls3PeFJWw0NDWpsbPSkLQSPeWKLMU2sUHIcAFBMyWRStbW1mvDhY03PP37qVNXW1iqRYPp0MNY7NRna/rEMyxKMyULPOBxnIUOIsYc2ooQRGeAj5n7zxZEAgmLFihWetrdhVZ2n7cFm42pvy4QvX77c0/YQHExiIhvmkuNMoAEAjFKplH5y232aMmN2Ts+bMmO2HmtoUCqVKlDPooU9tMPHMg4nnh1+5vLTnPvQcpk/R4SU+N0BIM7MAW1G/AACpqmpydP23n7jNU/bg81bb7zqaXs7duzwtD0EB4v0kA3rAgYytAEA+RhZVq4rbrxNm9Y+oofvvFVbnt444GMnnzRLp59zgabNXaBUOcHsbJm3n2F+yzemDG2imqFnveI49+Fl3zfd235EArcs3xHQBnxEyXEAUdHa2uppe7vbvG0PNnvadnnaXktLi6ftITgY0yAbaUqOAwB8kkwmNX3+Qk2fv1BNL72gDavq9PYbr2l3W6tGlJZpzJFH6ZSFVRo3foLfXQ0lMrTDJeO6poPPkCz8rItIOPXhxSIGRAkBbcBHZDMBA2N/nnApKyvztL0Rpd62B5vhpSM9ba+8vNzT9hAc9jENo5o4SVsztBkThBJBCgBBVTF+gpZcernf3YgUa6Azw1jQF9Z7NAGu8OPcx4+5zLzH/QiSKP9uUcce2oCPrBcgJccBBE1FRYWn7Y058ihP24PN4UeO9bS9cePGedoegsP6hZAhTbyQoQ0AQDRZF6QzFvSHNUuXIVn4mTO0OfehZf6Y5ZwjgAhoAz4yD/g97kdocSCAwFiyZImn7Z2ysMrT9mAzy+PzsHTpUk/bQ3AwpkE20taMEGZPAQAINOutmoQNf9iDmozJws56xXHqQ8y6h7a3vYgE7lj+I6AN+Mg6GLAOPAGgUCZNmqS5c+d60tZx02ayd11AVIyfoGNPPNmTtubNm6eJEyd60haCx1xynDFNrJgztJlBAwD4gFFK9qx3auPQAHmyHnfGZOFnPfeUHA8v+yIGzjmCh4A24CPKcwKIkmXLlnnSzoJzL/SkHXjjEx6dD6/eHwgmxjTIhnVRJiXHAQB54TZScI7jmIIfBLT9Qdnp+GI/5fjhnCNKCGgDPqI850HcJIHwq6qqUmVlZV5tTJkxW9PmLvCoR/DCiXMXaPL02Xm1UVlZqaqqKm86hEBiTINstJsztD3uCAAA8JxlOEi1Hn+QpRtf1kuOcx9elJlHlJT43QEgzijPCSBKksmkamtrdcL0mXrhD1tzfv5xU47X/ffdo1QqNeBj8hlP9/vcHD6IvR7L5/vloP+n9/PT7H50SMfV3qXT58/TS43bcnymNHXqVNXW1iqRYB1llNkztBnTxIml5HgiYcv4gnc4/ACAbCQcR5kcQyeZAvUFh2bN0KZoTvjleo12YjwYXtav3A7pZwggAtqAjyjPCSBqUqmU/v3XK/Wvl35ezzy5PuvnTZkxW6tW3qux7xlTwN7Baszo0br2lrt13eWX5HRep51yquofqDvkIgVEg3mRnrfdQMBZJk/JBgEAeK3ppRe0YVWd3nrjVe1p26XhpSN1+JFjNWthlSrGT/C7e6FFhnZ42EuOMy4LO3Nwk3MfWi6LGBAhBLQBH1kn6BjuAwiy1KiUrrjxNm1a+4gevvNWbXl644CPnXzSLJ1+zgWaNneBysoJegZV2nVVWlae83ldfPYigtkxYR7TMKiJDdd1lTFkaLN/NgAgX46kdDqtTWse1uo7b9XWTU/0+7i7brpBx02bqQXnXqgTTz29uJ2MAEs2H2NBf1iPe5IIV+iZFzN43A8Ujz1DGwgeAtpACLGCFRgYV4f/ko6jZDKp6fMXavr8hV0ZEG+/8Zp2t7VqRGmZxhx5lE5ZWKVx3TIgLKVoURyd5ybX81qSpMx4XJirznjaCwRZ2jh+LSGgDQDI067WFl1z6UV69qnHB33slqc3asvTGzVlxmzNebBOhx82uvAdjAjLLdt1XbmuS/ZnkdkztD3uCIrOvoe2t/1A8dj30I7uSY/y7xZ1BLQBH1mzmYj5AAiy3tl0FeMnaMmllw/6PGuwA4XX34RHNueVFfzxYT3V1sk0hE/auEkmJcfDjOsbgP+am5t12Xmf1gt/2JrT8555cr3mz5ur9evWUXEoS9aAlysyAYvNOq/IuCz8rKMzzn14kaGNKCFtBvAR+00CiCLrRIalFC2Kwxp0TLCMOzYsJSYlMaiJEeuiJUqOAwCs0um0qqurcw5md3pm82ZVV1crnU573LNosma8scCx+KzfvRmWhR/Z+fFj3UObiDaCiIA24CNzeU4G+wACzBp8aCegHVjWzEoytOODRXoYjHXilM8RAIBVXV2d6uvr82qjvr5eK1eu9KhH0WbO0GZAWHTmBcuMy0LPnK3LuQ8tMrQRJQS0AR9ZBwOM9Q8iuA8EjzX4wMr84LJPeHjcEQSW9VRz3cdH2hrQ5hsrAMCopqYmUO1EnbViD+uai8+4XpnvdxFg/m7vcT9QPOyhjSjhswjwkTmbicE+gACzlpm2BjtQePZAFF+A4oJFehiMueQ4EykAAIPt27drzZo1nrTV0NCgxsZGT9qKMustmwWOxWdNDiFDO/zI0I4f6/XOGUcQEdAGfETJ8YO4SaI33hPhZQ0+WIMdKDzruWHCIz5YpIfBsDAmfri8AfhpxYoVnra3fPlyT9uLIuvYn/Fg8VnXkvP9Lvys+ylz6sPLvojB234AXiCgDfjIPNj3uB8A4CVr8CFjrXuGgrNmTRCIig8W6WEwBLQBAMXU1NTkaXs7duzwtL0ost6yydAuvoxxXEaAK/xYzIBsccYRRAS0gRBi8hdAkFmDD2RoB5d1sQFfeuODkuMYDCXHAQDF1Nra6ml7LS0tnrYXRYwHw8O6lpxxWfhRfjp+2EMbUUJAG/CRffWqt/0AAC9ZP9vYQzu47IEojzuCwCJDG4OxfsYnyNAGABiUlZV52l55ebmn7UURGdrhQYZ2fFkvN4bk4cUiBkQJAW3AR6x0AgqA78K+Yw/t6CEQhcGY99D2thsIMDK0AQDFVFFR4Wl748aN87S9KHKM4Q++BhafdREBFbjCz5qdzxx2eNkztD3tRiRwu/IfAW3AR9b7QiRXr3KTBCLDvod2BD/bIsK8hzbfgGLDXGKSyz42rAtjSlgYAwAwWLJkiaftLV261NP2osg69I/kHFfAsY9yfFmzdRmSh5f1I9a6SAkoJALagI/IZgIQRWRoR491wsO6uAHhQ8lxDIZKDwCAYpo0aZLmzp3rSVvz5s3TxIkTPWkryqzBToaDxWfP0Pa4Iyg663d7gpvh5RojCaxfQRAR0AZ8RDYTgCiyBjHZQzu4zIEovgHFhnVyi6s+PtLWhTF8jgAAjJYtWxaodqKOPbTDw76PMuOysDPvp8ypDy17hnZ0Rfl3izoC2oCPyGbKH0cCCB5rNh3x7OCy733rcUcQWOyZiMFYt5Wg0gMAwKqqqkofmzknrzYqKytVVVXlSX+izpy04XE/MDgytOPLer2xmCG87Htoc84RPAS0AR9RchzwnrWUDrxjLjlORDuwzBMezHjEhn1Mw3UfF+0sjIkfLm8APkskErr8Jzfp/ZM+anr+1KlTVVtbq0SC6dNsWG/ZZGgXn/WYE+AKP/u597gjKBoytBEljMgAHyXIZgIQQeaS43y4BRYlxzEYe9UZT7uBACNDO7w4AwDCam97RsNKy3TNLXdryozZOT23srJSa9euVSqVKlDvooc9tMPDupacrWDCj+Bm/JgrvXLSEUAEtAEfWceBrF4FEGTWbDoytIPLet8hEBUflJjEYKyf8XyOAACsdu1LS5JKy8p1xY236VvX36zjps085HMmnzRLV/3fW7R69WqC2TliD+3wIEs3vixDcsdxyM4PMXPJcU97AXijxO8OAHHG5C+AKLKuzCdDO7jSGdvzWMEfH+aS41z3sWH9jOdzBABgtWtfe9efk8mkps9fqOnzF6rppRe0YVWd3n7jNe1ua9WI0jKNOfIonbKwSuPGT9C40SMoM25gnuNiOFh01rXkbCkVfpYtnxiOxxOLGBBEBLQBH1GeE0AUWbPprOVoUXjWQBTzHfFh3zPR024gwMjQBgAUW2eGdm8V4ydoyaWXD/i8kUOThepSpJGhHR7WY84yj/CznHoCm+FmXUTOWe8HtyvfcR8CfGTOZuLTE0CAsYd29FgmPChLFi+O45i+8XLVx4d9YQyfI2HF9Q3Ab63dMrRzMXIo+T8WVCEMDzK048vy3Z4AUriZt9DmckcA8XkE+IhyTACiKGEMZLKHdnBZsufJqowfxxDRZkwTH2RoAwCKrW2ADO3BkKFtY6/Yw4Cw2MwZ2kS4Qs+Woe19P1A89j20OfEIHgLagI/sJcejN9jnFok+eFOEmmXldjp6H22R4Lqu6dww2RE/llNO1Zn4sGZolxDQBgAYkaFdXNZbdgSnuAKPEsTx5Lqu6dxTeS3czAFtTjsCiIA24CPzYN/bbgCA55KGzzf20A4mVzLNMiUZZcaOZVjDBGZ8WDO0WRwDALDYl85of3sm5+clE46GlzCQtbDes8nQLj5KjseT9UrjtIcbC1i8w4J8/zFCA3xkLd3BWB9A0CUNkxmu6zKZEUAEoZAty8p9rvj4SOceU5AcJtAAADa79tqzs8lGtLEeNr4CFp+55LjH/UBxmfdSJrQZauyhjSjhPgT4yDzYZ/oXQMBZV26zj3bwWCc7LIsaEG6mkuPMYMaG5bMk6TgEFQKAcwAgjHbtZ//sYiNDOzzI0I4n63cvTnu4sYc2ooRNYQAfWeeGiPcACLrewcyml17QhlV1euuNV7WnbZeGl47U4UeO1ayFVaoYP6HrcUxmBI91b/Mk33pjh5LjOBTLgiU+RwAAVuYM7WFMlVoxxxUe5gxthmahZimYJLG4MeysiXGRPu1R/t0ijlEa4CNKjnfHnQQ98Y4It2TCUTqd1qY1D2v1nbdq66Yn+n3cXTfdoOOmzdSCcy/UiaeeHvsM7cbGRi1fvlxNTU1qbW1VWVmZKioqtGTJEk2aNMmXPln3NqfkePzYSo7H+5qPi4zrmjJCqPQAALDatY8M7WKzjv8ZDRafPVOXsVmYmfdS5rSHmr3UPBA8BLQBH1FyHEBU7dnVqmuWXahnn3p80MdueXqjtjy9UVNmzNZJdfeq9IgxRehhcKTTadXV1ammpkZr1qzp9zFXX3215s2bp2XLlumss85SMlm8ibZ0r28/2WbbJ9nYJnZMwxq3Y2KFVf/RZl2sRFlLAIDVrn32PbRhY71rswVN8VmrcDEyCzdzqXlvu4GQ4Ds6gohRGuAj+2Df024AgKeam5v1D0vP0p+e25LT8555cr1mz56t626rU1l5uRJORyULxzm4EjzhdAyqHR34f6fjy1Xnnx11PNbp8dyDf3Z6tdnRzsE2E/220/21urXT/Tl92unZz0Svdjr/3NzcrMWLF+vRRx8d9Pg0NDSooaFBlZWVqq2tVSqVyun4WmUyrinbntX78WNfqMfkWNRZA9qUHA83vrIA8FMrGdpFZ99D2+OOYFCWRQQd32UZm4WZOVOX8x5qLBpClBDQBnzkdEZFcryxcBsCEFTpdFrV1dU5B7M7/Xn7Nl39D1/QFTfeVtQsZD/s3tWqKy46Wy9u35bT8+rr6/WxGTP1n3fcr7Ly8gGC+X0D+30C8lkG9l97821d/ZXztOU3uWXbX///bpUUr2z7uDOXmSSiHXm9Kz1ki5LjAACL9kxGe/fnHtB2HEcjhkT7O0ghmRc3EmwpOssiAirnhB97p8eTfSGDt/0AvEBAG/CZo9wD1Az2gYFxdfirrq5O9fX1ebXxzJPrtWntI5o+f6FHvQqedDqtH192cc7B7E7PP7dV3/7K5woe+G9rbdEVFy3WS4259fOZJ9frK585U5ue2FC0THKEl0uOduSRoQ0AKKbe+2dnu2VO6dAkVYbyQIZ2eFgCmwzLws96qZGhHW4Z4/OifNaj/LtFHQFtwGeGBG1KjgMIrJqaGk/aefjOWyMd0N605mE98+T6vNoodOA/nU7russvyTmY3emP27aourpaq1atiny2PTrYs3K87QeChwxtAEAx7dqXNm2ZM3Lo8CL3NFrs288wGCw2U4Y247LQsyZIceZDznLaHRYyIJgSfncAiDvLgJChPoAg2r59u9asWeNJW1ue3qiml17wpK0gWn3nrZ6087BH7fTHi6B7fX29Vq5c6VGPEHQJ41QHAe3oyxjTAsjQBgBYvP7m27pm2Xn68WUXDxjM7rTl6Y368Te+pGsvPV/au6tIPYwmMrTDIeO6pgE4w7Lws37vYjFDuFkWDTksY0BAkaEN+Kz37SGbUljWPU8AoJBWrFjhaXsbVtVpyaWXe9pmELz84vODTqxlqzPw371Uole8CrrX1NRo0aJFnrSFgCMrBwOg5DgAoFiam5u19KxPqHHblpye98yT6/Wl6k/pqY2Ps2WOkfWuzbZ6xUVQM76s88mc+nCznHbOOYKKgDbgM8dRzqWwps1dUOReAsDgmpqaPG3v7Tde87S9oNi42tuM5UIE/r0Mujc0NKixsVGTJk3ypD0El/U7L1k50WcvOe5xR2DniDJRAAIvnU6ruro652B2pz9sfZYtc/JAhnY4WIOarDMMP+ulxmKGcDNWHAcCiZLjgM9272rNuRTWNcvOU3Nzc5F6GGws5EUfvCd809ra6ml7u9u8bS8o3nrjVU/bK0Tg3+ug+/Llyz1tD8HERAcGQoY2AKAY6urqVF9fn1cbbJljZx0KUoWwuOxZuozLwo4M7XgyBbQ56f3ibuU/AtqAj5qbm/XPFyzSs089ntPznnlyvebMmROpoDb3SSD8ysrKPG1vRKm37QXFnjZv9+YrRODf66D7jh07PG0PwUSZSQzEnqHNABEAkL2amppAtRM31sWNDAWLy5oRz7gs/KzXGmc+3Pi+jSghoA34pLMU1p+3bzU9f/PmzaqurlY6nfa4ZwBgU1FR4Wl7Y448ytP2gmJ46UhP2ytE4N/roHtLS4un7SGY7Fk53vYDwWPN0E6QoQ0AyNL27du1Zs0aT9rq3DIHubGOBV1y3oqKLN34Yv/0eGIPbUQJAW3AJ5TCAhA1S5Ys8bS9UxZWedpeUBx+5FhP2ytE4N/roHt5ebmn7SGYKEuGgVByHABQaCtWrPC0PbbMyR17aIeD9XgT1Aw/FjMgWw55+QgoAtqATyiFBSBqJk2apLlz53rS1nHTZmrc+AmetBU0szwO1Bci8O910H3cuHGetodgsn7lZd/E6KPkeBRwLgAE28svv+xpe2yZkzu2nwkH69ibdYbhZ73SWMwQbpbPWE75ALhd+Y6ANuADSmEBiKply5Z50s6Ccy/0pJ0gqhg/QceeeLInbRUq8O910H3p0qWetodgspeZRNSRoQ0AKLQdb77jaXtsmZM7MrTDwR7QZlwWduYMbY/7geKxLhjinCOoCGgDPqAUFjA4ytuEU1VVlSorK/NqY8qM2Zo2d4FHPQqmT3gUsC9U4N/LoPu8efM0ceJET9pCsJk/t5nEjDxzhjYBbQBAFl5t3qN0yTBP22TLnNxZ451U6yku9lGOL+u5Z2up8LJ+unLKEVQlfncAiKOmpiZP26MUFoCgSCaTqq2t1SmzZ+vZZ57J+fkf/MhxWvPQSpWnyuW6HV+4Mq4rVx1/duX2+VnnBEjGdQ88ptufez03c6DNzp93f47rHvh3dX/egdfr9ueB2s/0ek5/7Xf+7JTTz9Bj987R/zyxznysCx34/8S5F2rrpifybserrH0EH5OYGIg5Q5uZlHDj0gZQBG370/qfpnfYMicArOvQGAoWFyXH48s1Ds449+FlXsRAkhECioA24IPW1lZP26MUFoAgSaVSeuSxNVpw5qf1zJPrs37elBmzde3/vUWHjR5VwN4Fx6xVKzVnzhxt3rw55+dOOf54PVR3r8rKyw8G7PsJ0ucU2O/WTsaVPvCZam28f4WeXG/fIqOyslJVVVXm5yNcKDmOgVhLiZKhHRyOuFYBBE/GdfX7l3dqfzqjWQurdNdNN3jWNlvm5M6awWsNssHGOi4jQzv8rOeeUx9e1s/XqJ9zAvbhRUAb8EFZWZmn7VEKC0DQHDZ6lK648TZtWvuIHr7zVm15euOAj5180iydfs4FmjZ3gYaNGFrEXvorlUpp3bp1qq6uVn19fdbPq6ysVG1trVKpVAF712H1/feZg+5Tp05VbW2tEgl2uIkL65dCsnKijwxtAEAh/PGNVr21a5+kg1vmeFFhiC1zbOzVerztBw4tYzzgDMvCj2zd+LGfcyCYCGgDPqioqPC0PUphAQiakoSjZDKp6fMXavr8hWp66QVtWFWnt994TbvbWjWitExjjjxKpyys0rjxE7qeZw16hFUqldKqVau0cuVK1dTUqKGhYcDHzp8/X1/5yldUVVVVtCBxGILuCA57hna8rvs4Mge0ydAGAAzgb6179ce/9ax+x5Y5/jJnaLO6sajsJccZl4Ud5ebjhz20ETUEtAEfLFmyRFdffbVn7VEKC0DQJBxHjuN0TU5UjJ+gJZdePujz2mMW0JY69h1ftGiRFi1apMbGRi1fvlw7duxQS0uLysvLNW7cOC1dutS3LJGgB90RHNbvvMxhRl/aeJKTTKQAAPqxtz2j3zW902cQceLcBZoyY3ZO2x71xpY5dtbbdgy/AvoqY3weQc3ws15qLGYIL7LyETUEtAEfTJo0SXPnztWaNfZ9STtRCguRxdgp9EoSjvancxs9xzGg3d2kSZN01VVX+d2NPoIedEcwOOZ9ExF1ZGjHE9c2gELYvn27fvLfv9BfXn5Ze9p2aXjpSB1+5FjNWlilivET9M2f3KQrL1qsFxu35dw2W+bkx3GcjrS+HCMoMf8KWHTWjHiCmuFnzdDm1IeXuQJG1M951H+/CCOgDfhk2bJlngS0KYUFIKiSCUf707k9x3VdZVyXL8sBFtSgO/xnz9BmFjPqCGgDAPKRTqdVV1enmpqaAedR7rrpBh03baYWnHuhvnfznbr+n5fllKnNljneSDi5B6jZfqa4rAsI+I4efubYJuc+tMwlxz3tBeAdAtqAT6qqqlRZWZnTnqS9UQoLQJCVGAMR6YyrBHVmgdAx76HNHGbkWUuOM3EKAGhubtbixYv16KOPDvrYLU9v1JanN2rKjNm67Ec12vrbJ/Xwnbdqy9MbB3wOW+Z4qyPwldt9n7FgcWWMEW2GZeFnXUjMqY8fvochqAhoAz5JJpOqra3VCdNn6oU/bM35+ccfTyksiVKGQJBZM+vaM66GJD3uDICCs37p5V4efWRoAwAsmpubNWfOHG3evDmn5z3z5Hp990vn6ppb7tb0+QvV9NIL2rCqTm+/8ZpGaJ+OHDOaLXMKJCEpxyJd5jLIsLHuoZ0kwBV6ZOfHD9XQEDUEtAEfpVIp3XB7na786kU5lcKaMmO2Hr7/PkphAf1gqBYcJcYFN3HfRxsIK0qOYyCWDG3HcZg8A4AYS6fTqq6uzjmY3enFxm267vJLdMWNt6li/AQtufRyve/wkZpy9CiPe4ruLKWJGQoWFxna8WUt78+5Dy9zyXHOOQIq3qmdQACMLC/XFTfepm9df7OOmzbzkI+dfNIsfev6m3Vlze0EswEEnrXkeHvGumYcgJ+sX3q54qPPkqFNdnYUEKEAYFdXV5fXFm1SR6b2prWPSJJSw4fo2KOYRyk0y+3bdV0WOBaRNSOehYbhZ8/Q9rYfKB7zvukUmu8Xdyr/kaEN+MxRR/nx6fMX9imFtbutVSNKyzTmyKN0ysIqjRs/oet5fIACCLp89tAGED6WjBxJDGoiznVdUyYQZS0BIN5qamo8aefhO2/VyZVn6OPHjGaxVBHkMxzk7BQHZafjyxzc5NyHFhnaiBoC2kDAdJbCAoCwy2cPbQDhYy45TkQ70qwf6QQdACC+tm/frjVr1njS1panN2pky2sqHz7Wk/ZwaNagZ8YlC7RY7BnaHncERWethMCpDy/OOaKGkuMAAKAgyNAG4sVccpxLPtIs+2dLUpJvqgAQWytWrPC0vfWr7vO0PQzMnKFNyfGisR5qMrTDz7rVE+c+vMjQRtSQoQ0g5ChMBQQVGdpAvFj32WL+Mtp6L1Lq3F7nrTde1Z62XRpeOlKHHzlWsxZWqaLb9jpMnAVbtucRACyampo8be+VV17xtD0MLNFrPJjt/YKvgMVDhnZ8mbN1OfehxR7a/Yv2bxdtBLQBBELvGwmTZOhvcMH7IlzI0Abipb+Jjmw+tyk5Hm3pjKt0Oq1Nax7W6jtv1dZNT/T7uLtuukHHTZupBedeqBNPPV3JxNAi9xSDyfU8zjztE0XuIYCoeLe5xdP2Wlq8bQ8Dc5zc7xcnnnq6OciK3FmPNfsohx/Z+fFjrn7BKUdAEdAG/MagoIvlSw+iL9f3xcQl1UXuIQZChjYQL51XfK6f2x/57DnF6ySKbue77+qaZefp2aceH/SxW57eqC1Pb9SUGbP1o//6paT3FLx/yE5ba4t+9I0v5XQeHzt5tmavul+pVKoIPQQQFRnX1W7H20VN5eXlnraHge1ubdU1yz6X833/5JX3acR7DitCD2H9up1k/jL0zIsZPO4HisdcctzTXgDeIaANIBB2tbbomq9elPOXnlMfqtOY0aML30H4oq21RT++7OKc3hdP3r9CD628l8nTAChJ2DZAJaANhJPjOLbP7QdW6KE6PrejqLm5WZ+snK8tzz6T0/OeeXK9vrb0LP32yQ28LwKgublZV1x0tl7cvi2n5/3PE+s1Z84crVu3jvMIIGt/+lurysYc6Wmb48aN87Q99K+5uVn/eN5Zev65rTk975kn12vBaXP1+Pr13C+KwJ6h7XFHUHTmZF3OfWhZZ9fIykdQ2WaaAcBDzc3Nuvz8T2c1+d3dM0+u17y5c9Xc3FygnsFPLS3NuvKixTm/Lzaua9CcOXN4XwSAveR4xuOeACiGXdbP7bV8bkdROp1WdXV1zsHsTn96bouqq6uVTqe97Rhy0nkecw1md9q8eTPnEUDW3ty1V41vtOr/Z+/v46Os7sT//z0zaAWSQUWtlvj9lJYt6R0iVREEgYCR4g0pFW2o1a612sZ2263U7ee32law3V21uu1+ZNe1dWu9AYxKYhUQTQDBG2i7KNiSrlS6NdSb1rskRFRm5vdHMslkMpPM9Z4zc51zXa/n49EakpmTM7nmmutc533e7zNzQZ3RdpcsWWK0PQyWvl54DWanPfvMM1wvyiR7/Xj73j2y8pYb5f9970q58dtfkf/3vStl5S03SvvePQMeF2UTbecR3Awf9b7phvsBmEJAG4Cv0jc9e36nu+l5hkmyQEokEvL1S74gL7QxeeoySo4D4ZFIJOTvvnQRn9vo09TUJBs2bCiqjQ0bNkhzc7OhHkGD4wigXN49mJRfv/imSColVeMnyCdPOc1Iu3PnzpWJEycaaQv5cb1wRzKVkkQiIU89+rB899Lz5esLZ8m9t94sLWtWyROP/FJa1qySe2+9Wb6+cJZ878sXyFOPrZVEIkEQIQAoOR4+2qx8DjpsxbUIgK+46UEuTU1NsmVjS1Ft8L7wnzZDm4A24J6mpibZuonPbfRbsWKFVe1Ah+MIoBxSqZT897435cB7/QvbPn3BxUbabmhoMNIOhsb1wh2dHR2yvOFCuf7Ky2TX9ieGfOzObVvl+m99Wa674gvS1dVZph6iVLTBTTK0w4cjDlsR0AbgK256kAvvi2DQZmgnCGgDzuFzG5l2794tra2tRtpqaWmRtrY2I23BG44jgHLZ+3q3vNxxYMD3TqmZL5Onzyqq3draWqmrqyuqDQyP64U7Ojo65Ir6c1Vb/p1z5jy2CHJcdoZ2oeXmiWe7S52gzUGHpQhoAz4L8+WBmx7kwvsiOMjQBsKBz21kW7VqldH2Vq5cabQ9FIbjCKAc3nr7Pdn10uAgWSwWk2/feKt8qPoTqnanTJkijY2NEo0y9VlqXC/cwD7nSInoys0T3HQWe2gjaBjVAfANNz3IhfdFcGgD2mRoA27hcxvZ2tvbjba3b98+o+2hMBxHAKV2MJmUX734Rt4J91EVlbL89vs8Z2rX1tbKxo0bJR6Pm+gmhsH1wg1s+QdtufnOTjLzXaUtM88ahty0CwRgDgFtAL7hpge58L4IjpgyG4IMbcAtfG4jW1dXl9H2OjvZs9EPHEcApbbzzx3S9c7BIR8zqqJSrr7lTrnqpttk0tQZQz523rx5cv/998u6desIZpcR1ws3sEVQuHV0dMg3lixUlZv/9BmUm3eVuuQ4Odqw1Ai/OwAgvLjpQS68L4JDn6GdNNwTAKXE5zayVVRUGG2vsrLSaHsoDMcRQCm9+Obb8qc3ugt6bCwWk2nzFsi0eQukfe8e2bK2SV5/9WV570C3fOi4sXJ8VZUsWbJEJk6cWOJeIxeuF/YrxRZB1dXVRtpD6fWVm/+dttz8Dlm8eLGsXbtWYrGY4d6hlNQlx4lnw1IEtAH4hpse5ML7IjiiEekZBXscQJOhDbiFz21kq6qqMtreuHHjjLaHwnAcAZRK1zsH5dk/v6V6btX4CVJ/xVKJRiMy+8NHSfywQwz3Dl5xvbBfKbYIuvbaa422idIxWW5+0aJFhnqFcsg1u5ZeGPbaqy/Jge79ctio0TL2mONk5oI6qRo/QUTYQxv2ouQ4AN9w04NceF8ERyQSUWVpE9AG3MLnNrLV19cbbW/JkiVG20NhOI4ASiGZSsmvX3xDDiaKq8r0yePiBLMtwfXCfmwRFG6Umw+v9OxaIpGQpx59WL576fny9YWz5N5bb5aWNavkiUd+KS1rVsm9t94sX184S7735QvkqcfWSjKZ8LXfQD4EtAH4hpse5ML7IlhiioB2MpmSpLIsEoDy43Mb2aqrq6WmpsZIW3PnzqWErE84jgBK4Xcvd8qbb79XVBsfGDNSPnjEKEM9QrG4XtiPLYLCqxTl5uGOVEqku6tTljdcKNdfeZns2v7EkI/fuW2rXP+tL8sVFy5m33RYiYA2AN9w04NceF8Ei34fbQLagCv43EYuDQ0NVrUDHY4jAJNe7jwge/5aXGBt5KExOXHcGImwwadVuF7YjS2CwqsU5ebhjo633pJrLjlPnn3qcU/Pe3Jzq8yePZugNqxDQBuAr7jpQS68L4JDk6EtQtlxwDV8biNbXV2d1NbWFtVGbW2t1NXVmekQVDiOAEx5+72E/Hf7m0W1EYlE5OTjj5BDYkxn2obrhd3YIii8KDcfXolEQr76txfKC23PqZ6/Y8cOWbx4sSQSlB+HPRgBAvAVNz3Ipa6uTmbOmVtUG7wv7ECGNhAOdXV1MrtmXlFt8LkdLLFYTBobG+UjH/+k6vknnHiiNDY2SjTKLauf0sfxQx/9hOr5U6ZM4TgCkGQqJb9pf1PePVjcvtkffX+lHDnqUEO9gknp68VHP3mC6vmfOGEy14sSYoug8KLcfHg1NTXJlo0tRbWxYcMGaW5uNtQjoHiMEgD4Kn3TM+FjusnOE5kkC6RYLCb/dvud8qFqJk9dR0AbCIdYLCY/vfMePrcxQDwelx/f3SyTp8/y9LzJ02fJ2kcek3g8XqKewYt4PC4/+K/7PR/HE6fPko0bN3IcAcjzf+mSv3a9U1QbR1e8T/7mqNGGeoRSiMfjcueah1XX/bua1nK9KCG2CAovys2H14oVK6xqxybaTUuYqfQfM0YAfBePx+VHd61R3fQ8+lgLNz0BVVkZl+W33+f5fXHa7BomTy0yQhmcouQ44J54XPe5ferpc/jcDrDDRlfI1bfcKVfddJtMmjpjyMeecOpMueqm2+SaFXfJEYePKVMPUYhRFZWej+P3b72H8xqAvLb/XWl7tbgMwUNHRGVK1eHsm+2AeHyM6rpfUcH1otTYIiicKDcfTrt375bW1lYjbbW0tEhbW5uRtoBijfC7AwB0ghbqGd07SbZ94yOyfvUdsnPb1ryPPeHUmXLm+RfJ1Jr5TJIF3CjF++KL9Yt5X1hEv4d2ceUIAZRfJKL73F606DN8bgdYItWTwT9t3gKZNm+BtO/dI1vWNsnrr74sb3d3ychRFXLkMcfK6QvqZNz4CX3PixG0sEpEvB9HKi4AeDeRlF+3vyGpVHEzGJ+qOlxGHhIz1CuUUiSiu+4ni3yPYHh1dXVyxhm18uijG9RtsEWQe+rr62XZsmXG2qPcvBtWrVpltL2VK1fKtddea7RNQIOANgBraG56EHxe3xcRJk+tQslxIDzSWVOeP7cjfG4HWfbnedX4CVJ/xdJhn6ddEIXyKPQ4AgivVColO/a9KW+/myiqnQlHV8j7Kw8z1CuUWjRrQVqh1wvu/kovFovJytWr5ZTpM+WFtuc8P58tgtyULjdvIluXcvPuaG9vN9revn37jLYHaBHQBmAlJsmQaxqb94V79BnaTGkArtF+bhebtQW7JZTHl3g2ALht7+vd8tJbB4pq4/BRh8rH3s9+rS7RFlghQ7s8KiorZfnt98kNSy+XZ57cXPDzTpoxW1oebqaqkqMaGhqMBLQpN++Orq7itvrI1tnZabQ933Gv6SyWVAGwBFcSIIi0GdoEtAH3aCcwOduDTVNxIxqNsE8qADjsrQPvyXMvdxTVxohYVE4+/vBBGb+wm/Z4cftXHslU/xZBXvY5v/721QSzHVZXVye1tbVFtUG5ebdUVFQYba+yksVlsAMZ2gAAoGS0GdqUHAfcE1UuTiMhJ9g0n+eUGwcAdx1MJuVXL74hySLH85M/MEZGH8q0pWu0V3Aq9pRHOhPe6xZBsRg5cS6LxWKy+t575VOnzqDcfEhUVVUZbW/cuHFG2wO0GBkCAICSIUMbCA99hjbne1AlUynVBHWMbDwAcNaulzqk68DBotr4/44YJVWHjzTUI5STNkObeHZ55LrNLmSLIColuK+iMq4qN/+pGbOllXLzzqmvr5dly5YZa2/JkiXG2gKKwbIawFUM9gE4QBvQJkMbcI8+I8doN2ARbXYeGdoA4Kb2t96W/329u6g2Kt43QiZ9gMCJq9hD227avzNDM/elUilVufkf/nQlwWwHVVdXS01NjZG25s6dKxMnTjTSFlAsMrQBAHbihikQYsqSVGRoA+7R7nnM2R5cCeWkKRnaAOCe/e8elGf2vVVUG9FoRE7+/46QEZS1dZZ6D23D/UBu+oA2YzPXpQ+913LzI6IxH3uNYjQ0NEhra6uRdgBbENAGfMaQEECQ6UuOM6UBuEZdcpyMnMBKKD/KydAGALckUyn59YtvykHtB3+vTxwblzGHHWKoV/AD40G7af/MBLTdl2sxQyHl5jn07qqrq5Pps2vkyU36oHZtba3U1dWZ6xRQJJY8AgCAkqHkOBAelBxHNnWGNgFtAHDK717plDe63y2qjePih8n4I0cZ6hH8os7QZjxYFpQcDy/tKcZiBnfFYjG56T/vkA9Vf0L1/ClTpkhjY6NEqZoCi/BuBOA07nkAu2mDEpQcB9xDyXFk0y5OYuLMQhwTAHm80nlA9vylq6g2Rh4SkxPHHa4eS8Ae+gWOjAjLQXubzdjMfdrFDBx5t42ujMvy2++TydNneXre6XPmysaNG9k/HdYhoA04i8E+APuRoQ2Eh3ayQzu5AvvpM7QNdwQAUBIH3kvIb9qL2zdbIhE56fgj5NARfPgHgTbwyXCwPJLK+2zi2e7TnmMsNHJcSmRURaVcfcudctVNt8mkqTOGfPgJp86Uq266TX5xX3Ogg9kR5ewF1yr/sYc2AAAomZjy5ocMbcA9+j0TzfYD9tBOmmqvHQCA8tm9e7fc8O+3y5/a2+VA9345bNRoGXvMcTJzQZ1UjZ9QcDvVx1TI2NGHlrCnKCftJZwFjuWhLznO2Mx12ioIHHq3pXoT4mKxmEybt0CmzVsg7Xv3yJa1TfL6qy/L291dMnJUhRx5zLFy+oI6Gdd7/Y6xwhiWIqAN+C1rYJC+qLz26ktF3RQCgA1GxJQZ2kxoAM6h5DiyaRcnsYc2ANgpkUhIU1OTrFixQlpbW3M+5t5bb5ZJU2fI/AsullPmnCmxWCxve0dVvE8+cnRFqboLH6j30DbcD+Sm/TszNHMfxz6cck2tVY2fIPVXLB3yeRx22IqANmCBRCIh21vXy7rVd8iu7U/kfEz2TWHQcKEEgkmdoZ0gxAW4Rr1nIiHtwFKXHCcVBACs09HRIeedd548+uijwz5257atsnPbVpk8fZZ8+8ZbZVRF5aDHHDoiKp+qOpzMz4DRV+xhPFgO2uo5nKfuo+R4OGk/WTnqsBUBbcBn+zs7ZXnDF+XZpx4f9rGZN4WnNT8go446sgw99EfBmerc8wBWi0QiEotGPO+JfZAJDcA5lBxHNnXJcVJBrMMRAcKto6NDZs+eLTt27PD0vGee3CzXXHKeLL/9vkFB7SnjDpeRh+TP3oab1BnajAfLQvt3JqDtPm25eY6821jIgKAhoA34qKOjQ77x+YXy/G93eXreM09uljlz5sgdDzws8TFjJBqJSDTSM8CMRSMD/p33+9GIxPoe0/N9vy9WZKrDBAIj9olFo5JIJjw9J5FMSiqV8v1zCUDhIsrpDj63g8vrYqY0AtoAYI9EIiGLFy/2HMxOe6HtOblh6eVy9S139pUf//BRo+XY+GEmuwlLqCv2MCAsC3VQk6GZ87RnGIsZ3KathsZRh60IaAM+Sd8Ueg1mp7U9t1Mu/+KFA24KixVJB7x7g98DAt7RjOB41uOG/X4BQfaOjg5Z/vVLPGeqz/plkxx15OFGXj/skiswwh7zbhoRjci7Xp+UEkmkREYwigacoc7QptxKYFFyHADc19TUJBs2bCiqjWee3CzbNz4i0+YtkDEjD5GPvT9uqHewjXZNGhna5aFdN8DYzH3aRSMcerfpM7TN9gMwhYA24BPTN4UmpFIpSaT02TRa3V2d8o+XnCd/bHvO0/OeeXKznDrjdLnxrjVSUVEpkUhPCDTSm23e97VEev/b+/3er6N5Hy+e28r1mGjv1xIRiUp/BnxU02bv19E8jxfp/3fQeM3cn3DBeWXuIYYzIsesRiGLExLJpIyIUoYQcIU+I8doN2ARMrQBwH0rVqww0s761XfIjDPPlpOPP4LP+QDTzkmQoV0eZGiHl/YUI0Pbbeo9tDnusBQBbcAnJm8KTQW0/ZBIJOSGpZd7Dman/WH3Lrn2618ymqnusuyged/X6cB6roC4eF8EIJGMryVHkH6otoZ5TLT3i9e735XOzk658crLZOfThWfub2leKWvuv0/GxOOD+57RD5RPesLK6+KEmglfkPeNsOO8bmtrk5UrV0p7e7t0dXVJRUWFVFVVSX19vVRXV/vdPcAKkZ4Pd8+zJUxfBpc6Q5tARyBwbgPu2717t7S2thppa+e2rVLR9ZJUvO9YI+3BTmRo200b0Cao6T720A4ndWa+4X4AphDQBnxg+qawfe8eZ8stb29dL888ubmoNkxnqrssPVBJpERcn0bs6OiQ71262PNih6c2t8r0GafL8tvvk1EVlbkflJnxnhVkT2fTp+MyfRn3Gd/Pld2f+3uZ7RfWzsDv564o0B+czxGwz9lOVj/LHNgfEY1Id1enXH/lZZ62Ffj12ntlzf33STzuT0nCRCIhTU1NsmLFiryf2cuWLZO5c+dKQ0ODLFy4kIU1CL2IDLz6FFKNgYyc4Eokdc+jrCUA2GHVqlVG29v0cJPMOeVEo23CLtrAJ1vQlId24QABbffpj73ZfqC89BnaRrsBGENAG/CB6ZvCLWubpP6KpUbbLJd1q+8w0o7rmeoYKJFIyE3f/oo6c/+FtufkhqWX58/cT/XcLgch8F8Uk4F9yR+kf+mvr8vVl5wnez0ez9bHHpVpM06Xu5vXSWU83rdCNF0lIF0jYGDZ/Z6vIn0P7P1+30vuH5WnA/vp72eO17s6O+SSC+tlU2vLsP1saWmRlpYWqZl3hvzinlUypjcAn9kvyWg/MuBnkd7XMvxry+4/YKNIROTgQW/VGE6b9+ky9xLloi05HmXmDACs0N7ebrS9ffv2GW0P9tHerpChXR76DG3DHUHZ6ffQ5uA7TbuHNjnasBQBbcAHpm8KX3/1ZaPtlcuLLzyfd6LbK9cz1THQ9tb18uxTZO6XXBkC+4lEQpZ/48ueg9lpv9v1rPzthfVl3Vagu6tTrrnkPHlBEYA//fRZQ1cHMCEzOD5E0HxgoLz/H9kB9cz708yAeiTjm7kC/wN/RyRH8L3vNw8K2qdvigf9LPP7Ge3k/B2F/u6sv1P279AsLshuP9/rM/G7c/39Cn4PSP+Ck8zHZv+Nst8DxUxavL2/S/7pm5d6qsZw4vRZMnvdg75VY0DpZJccLyRjX0QkxvwJAFihq6vLaHudnZ1G24N9tEEQCvaUB/soh5f2FGMxg9vI0EbQENAGfGD6pvDtbrPtlcvWdc1G23M5Ux0DkbkfHNtb18tOhxYnJBIJuWHp5Z6D2WnDVgcwIdVfkG/ghASzQDAoMnBCMldgPvv7b3d1yXcuXuS5usaOJzfLSdNnyE/uflAq4pV9vyPXlgsDqklI1r9zVI1IP18yv5bB2y8U1Gbmlg69DUaz+pqzD1n9CVOWQzKZkkTCW8b+KXPOZA/toCA6ATivoqLCaHuVlSVc9Akr6PfQ5ppRDmRoh5f2FAvTvUsQ8dmKoCGgDfjA9E3hyFFm2yuX1159yWh7rmaqYyAy94PFtcUJ21vXyzNPuhOAB0omNXAvw+EWTyQSCbnum5eqt4p4/re75P82fLGs1Rh8kyPAPTgI3z95FE0vLsgMoMsQQfxc7Wc8Ppr9+AF90C8SyLUVxauvvynLv/pFefbpwjP2J0+bJZ+6v1HGjjqKCTSLFZptb7u2tjZZuXKltLe3S1dXl1RUVEhVVZXU19dLdXW1390DfFdVVWW0vXHjxhltD/aJpAcjHoMoxFzKQxvcYkzmPvWxN9wPlBcZ2rkF/fUFGQFtwAembwqPPOZYo+2Vy4Hu/UbbczVTHQORuR8cLi5OcC0AD9iCxSAe9C4W6J9TCuYMbndXp/zjJed5XuTwzFObpaamRq67/T4ZVRnvz4rPGZgfHJQf+P3e7w34Ok/Wfd/XWdUBsr/OCtqnFx9kLwiIRjK/Hqafmc+R/u9FLcvq95ptP23u/DL3sDCJREKamppkxYoV0tramvMxy5Ytk7lz50pDQ4MsXLgw+AttgDzq6+tl2bJlxtpbsmSJsbZgr2jE+57YyYCOh2yj3as8ZslYBHr6kuMce6dptxlgKQMsRUAb8IHpm8LTF9QZa6ucDhs12mh7rmaqYyAy94PDtcUJLgbgAVuwGASZ0ts3aDP292Zt35BKMdGdM/idLyA/6Hs5gutDBPmjWc+JRCLy5ltvyQ3fukx2esm2nz5LPrb6XomPiUt0qAoCQ1QHiA7zeK86OjrkvPPOk0cffXTYx7a0tEhLS4vU1tZKY2OjxONxz78PcF11dbXU1NTkXfzhxdy5c2XixIkGegXb9Xw+k6FtI32GtuGOoOw49uGU0t5DcdxhKQLagA9M3hROmjpDxjkaMBl7zHFG23M1Ux0DkbkfHK4tTnAtAA/YgsUgyEbGvnmpVDqrv/wz/t1dnXKNJtv+yc3y6TPmyvLb75NRFSXYNzdvsHtw+f6IiHTv75QrL/yM7PndLk+/ZsOGDXLKaTPlP+/9pVTG4wUF5HNWAsj1+OGeW+DvEsnO8B/8XECroaHByNxFQ0ODgd7ABZpPHPZ5LQ9thnaUTbSdpz3FyNB2m3rvdLPdAIwhoA34xNRN4fwLLjbQG3/MXFAn9956s7H2XM1Ux0Bk7geHa4sTXAvAA7ZgMQiykbEfHMVm27+QlW1vlIfy/YlEQq772pc8B7PTfv/cTvnGpReV5nWUQ55S+31Z+oN+NvTjc5bnH+rxgxYaRNLdGv656cdH+kv1iwyuUqB+PMH/YdXV1cmsmnmyufUxdRu1tbVSV1dnrlOwmib2STy7PLQLB6KG+4HyYw/tcNLvoc2Rz4VLlf8IaAM+qaurk9raWtmwYYO6jcnTZ8nUGjv3pitE1fgJ8slTTjOS1eVypjoGInM/OFxbnOBaAB6wBYtBkImM/WAJSrZ9UF6HWqqn4KRfWf5OyRNgj8rAIPlQpfIzM+dzBdiHfa7H39W/fUCORQe5Hp/1u4auAhCRSCQi//Hzu2T+vBr53//5nec/6QknnCCNjY0SjRISC4vsQEj73j2yZW2TvPbqS3Kge78cNmq0jD3mOJm5oK7vGt9TiSRFEKXE1BnaHBfnqTN1OfROI0MbQUNAG/BJLBaTxsZGmXraTGl7bqfn53/0kyfInfesktEVlZJM9ay0S6RSfV8nk6me/6ak9/spSSZ7fzbc95M9NxLl8OkLLjYy6elypjoGInM/OFxbnOBaAB6wBYtBkImM/WAJSrZ9UF4HyoDgf06dHR3qOYLOA+9J656/SEXlgZ6AuwyX/V9Yuf28Qfshn5Ov3Z6fSa4qAr3P6ft31s9E3ZfgZsBFIz2VMba3rpd1q+/IO+dz7603y6SpM2T+BRfLKXPOlJQQRCm17CzdQhYbiOiy7mEX7RWNxQxu0+6hzWGHrQhoAz6Kx+Py0/sekq9d8gVPGQOTp8+SVatWy8Tj31+yvqUyg+ODAuUZwfDeAPigx4hIMjl8kP2chXWyqWmlbN+yUd1X1zPVMRCZ+8Hh2uIE1wLwgC1YDIJMZOwHR1Cy7YPyOgC/JBIJ+dG3vyJ/en636vkv/P53cu3Xv+Ruyf5SGiqrPm+m/uDge2YgvbfZnNsCDBl8H7IvHp4TEel4q0Ou+8alsvPpx4f9E+zctlV2btsqJ0yfJVPX3C9jjzi8v8+9vysa8AUA5ZRKpVSLDfjbu4+S4+FEhjaChoA24LN4fIxcfcudsn3jI7J+9R2yc9vWvI894dSZcub5F8nUmvkyujJe0n5FIhGJRURiZbiEPfpQk3xq2gzVnnYnnjhFHnu4SSor470r6Xv20ev7Wnou3plfJzP22kum+r/O/NlQz+/7Ouv3DWyrJ6if3tsvmRr8+AFtpn9v5tdD9SH7MSmR5BA/S6VfoCPI3A8G1xYnuBaAB2zBYhBkImM/OIKSbR+U1wH4ZXvrenn2qcIX4OfidMn+Usq4f+/7huO6uzrlHy85T/7Y9pyn5z375GY5fdZsue72+2RURWXuB/UG0qOR/uB5NNf3ZODP+h/bH4yPRrIfk9lWOpjeE7CPZgbWsx8jWcH3zLZy/T7J1ff+35fZ51Lo7OiU5Q1flGefKnyxweTps+S0B9dIxfuOKEmfUB7ZU4KFZuezmCGcOO75uH+ddh0BbcBn0UhP+fFp8xbItHkL+gYUr7/6srzd3SUjR1XIkcccK6cvqBsQzNGurLNRPB6X63+xRpb93Zc8Z6q3PNwsRxw+poS9C46BAXEPwfKhHpNnEYD0ZuUPFYDP276IfPD8z8qWB1fJU5tb1a/3pBmz5YwF50gkGs34PQMXF6T3j0ovRihXqf0wcWlxgmsBeMAWLAZBJjL2gyMo2fZBeR2AXyjZj0IlEgm5YenlnoPZaXvbnpMbll6eP5u/974+EYYtAbKC6QMD9TkC6xnB9P6s9siA4Pr+zg75+pJz5YXd3o7PM09ulrlz5siqB9dLfEx8yFL66T4OVeJ/QNn+3q8z+5vruSheUpmdT7l5twUpfgCIENAGfJe9F0nV+AkFrfhPBux6NLqiUpWpHo+XNlM9SNI3Gf1J93aPStc/uEZmz54tO3bs8PzcKVOmSMvDzar3Rzr4nRwQxM+RZZ+RhZ8ZvE9mPUckK7jf19bgrPx87WRXARiYmT+wneQQbQ75eqQ0gf1TaubLCdNmFZXVUc5tBVwKwAO2YDEIMpGxHxxBybYPyusA/EDJfnixvXW9pySFXMjm79V7T28qeJ9IJOS6Ky72HMxO+92uZ+Wiz3/On60D8pS7T+9hH80VPJccAfNcpfKHee5wZfajvV9E8wTviwn8530dysB/Z2eHLG+40HN2/t0rV4scMcrrUYMlsj89Cs3MZyEDbEVAG/CZdqFh8FZYpVSZ6izUDK54PC6bNm2SxYsXy4YNGwp+Xm1trTQ2NqoXO/SvdBaxPehfSl4C+4OD8AMD8iv+6065sG6B7FWs1P/4pMly+5339G2z0FcFQPpLZqV6/3/gv9M/768akPP7We184LOL5PHmlfL04xs99zXt5JlzZME5CyUajQz+3dK/YCBzbiKV7lHGY9N9S/c0lfmzzO9nvAbJan/A97MbBwxiMQjSyNgPjqBk2wfldQB+oGQ/vCCb315OLzbImGfghnYIQwT+u/d3yre/8BnPczLPPLlZFn76DLn13gelonLMoCz7QQsFMsv8S38wvvCFAfnay7cgIH97+RYJhE5KVJn5kRDPh8JuBLQBn8WUF9OgxbOzX06hmeoItng8LmvXrpXm5mZZsWKFtLS05H3svHnz5Ktf/arU1dVJNBotYy+DyWRg/933j5Xrbr9Pblh6uaeb6OmzamTdg2vKXonhkV82FVUd4LGHmqyuHpG5KKDn373/zQqo9wfjBwfUU73fyLm4IPP7fW0UFrCXjOflDcxnfj/jCZkLGwb3a/jXJpL5PLMLJ7JfW/bvGPi83H8/T7876+808GelWTgxde6nZfL0WUVNlJWzGgNKh4z94AhKtn1QXgfgB0r2o1Bk89uNxQYhkCfwn0gk5LpvXKpKMBAR2fO7XXLlZV/0JzvftLwZ8Zl73OcOzA+bMS+Dg+eFBvWjOb43VLb/8AsK+oP+b3a8Jcu//iXPmfmzH2qSsUccbvKvb71Cs9fhLwLagM/I0O4VsJcDc2KxmCxatEgWLVokbW1tsnLlStm3b590dnZKZWWljBs3TpYsWSITJ070u6sYwijFtgIXXnCeL4Fhv6oDlEvf9gN93xj0BaAyb92DctL0GfL8b3d5fu6kySfKw00PSGVlZX+lh4wgfnpLhL6vex/TVyUi+9/ZX2csdhi0fUP2Y7Ien8p6fHq7ifQ2D5L+flZf0ws5Cmkzs89BQMZ+MAQl2z4orwPwAyX7USiy+e3FYoNwczo737SMe7K+bwRYd1en/OMl58kfFZn5U0+bKTfc2SSV8UqJSkRi0f7ge8//epL0+r4X7fle3p9HIhKL9sxHZf48nU0f6/1eJNLzuzLbylxEYEq6Na/Z6x8+/7NG+wHvCGgDPtN+IActoK19NYRfwqW6ulquvfZav7sBJa/bCkR8zLSnOgDgXTwel3+750H5zle/6GnSZPL0WfJQ0wPygaOPLGHv3DFUUH7Qtg/DPH7YAHq6TQ+Pzxvoz6ggcOyiz8jm5pWyrYjtG6acNltOP/MsiUQigxcjBGwcbKugZNsH5XUAfqBkPwpFNr+9WGwQbmTnh1MikZAbll7uOZid9ofdz8myv/uSNZn5kUiOgHpGkD07eJ4r4B6L9AfU33r7Xeno6JAfLb1cdj5dePb61uaVvlSSRD8C2oDP9AFtwx3xmTqgHcb9TwDnDD5PXdhWgOoAgHcVld6rMUytmS+VlZVl7KXd+qooGNjywU8bity+YePa5iEnCjID7f1Z+0ME/VNZ2f2S8b3MgHn6571fD8rozxFcT2Y9J18/MvuZt2JARnWCQe1Lxu9MpbcUKO1NQVCy7YPyOoByo2Q/CkU2v71YbBBeZOeHV9Ay8zPvk0zo6OiQ71262HPA/8nNrTJ79mzZtGkTQW2fENAGfBal5Lieu3O8ABxDdQCgMJFIxHM1BpGSx+Tgg1Jv35AZ+I+FeFCYK0M/OUxwvS9gnvG9gYH0/jZPuOhz8tRDq2XLxvyVSoZz6qwaWfzZRRKJRvME+Af2d6gKBenXPOA15Xp81ofKKTXzZfL0WUVN7E2ePkum1sxXPx9wESX7USiy+e3FYoPwIjs/vMjMzy+RSMhN3/6KOnt9x44dsnjxYlm7dq0V2ethQ0Ab8Jk2QztwE7+q1xPeyUsAAGyUPawptBpD0IY16MH2DaVXjoz+h5oekCmnniZ/2O190mfKlCnyiE9l+bID3LMfapJ5NTXyzDPeqwZMmnyi3Hdvo4yOVw5f7j9Pmf7+bPxCyvv3LmDOtwAhx9dJkQGPF8lfYWCo4D+QiZL9KBTZ/PZisUF4kZ0fTmTmD21763p59qnistc3bNggzc3NsmjRIkO9QqEIaAM+01bMDlqGtubVEM4GAMAu2mszAZXgYvsG98XjcfmnOx6QH37zy54ynCdPnyUb1z3oWzm+7GD/2CMOl82bS1c1wGX5AvJ9WfQydDA98/GS/jpHxn++x6d/j6Rybw2Qr1R/5nMHluUf5rkeHk/wn5L9KAzZ/PZisUF4kZ0fTmTmD81U9vqKFSsIaPuAgDbgM/0e2kG7mQ7a6wEAIHzUlWcM9wN2YvsGd42qqJSrb7lTtm98RNavvkN2btua97EnnDpTzjz/Ipk279PWBYGpGpBbOTL9gyAd3O75OjMgnz8zPzuYLpIjc176A+a5gv8FPT7H4oOkDB2cL3ThwNwF58ij98+SHZTsxxDI5rcXiw3Ci+z8cCIzPz+T2estLS3S1tYm1dXVRtpDYQhoAz7T76Ftth9+C9jLAQAglPQZ2ka7AaAEYrGYTJu3QKbNWyDte/fIlrVN8vqrL8vb3V0yclSFHHnMsXL6grq+IERUe6NTYlQNgFZf4F9EJCISC1Hwf9w9q+Tc+WfIC4r9JqdMmSKPPtwklZXxwgLq2Y+R/kC7SHaWfcZCgzwZ/pLj92Rm+RfUF5H8iwNK+BzXBkhk89uJxQbhRXZ+OJGZn5/p7PWVK1eyYLvMCGgDPiNDW09brh0AAJQGW6kA4VA1fkIgSg9SNQAoTEU8Lstvv09uWHq5p60HTptdI2ub11hXrcEV2VUBsoPi6USHQjL9Cy6tr3pOz/fHX3CebH1wlTy5uVX9mk+eMVtqzzpHIpHogK0LklmLETK/51rg3w8sNggnsvPDicz8/Exnr+/bt89oexgeAW3AZ/qAtuGO+C1orwcAgBCKsNoMAIDASaV0Ww9c9LnFBLOLkF0VwIUtAdY9uEamnjZT2p7b6fm5nzxhsjz2cLPn90x/ef6Mkvs5SvYPCIZL1mOzH9O7YCCzrczHJ1MDg/zp4HuutjKfn24zlfX4/uB9rsf3vz5t8P6UmvkyedoseeYptg4IE7Lzw4nM/PxMZ693dnYabQ/DI6AN+IxMph6aV2P/rRwAAOFCyXEAAIIn1Xuh9rr1QCwW7P3nMVg8Hpf/euBh+eoXL/SUzT95+iy5e+Vq1QKIdOA/6kjQvxiZmfGDg+85Au0Zgf3qlavknPlnyF7F1gEfmzRZ/vOOu2V0ZWXOjP3MQH7ODP8hsv0LfW46sSfz8dxEDI/s/PAhMz8/09nrlZWVRtvD8AhoAz6LKSPajNmEmuMAAFhGvVCPUi2A1TSnNvcrQHDkOp0L2XpAW5EObqusjHvO5p9aM18qCAwMqy9rPyIS83h1PjQ2Vq5TbB1wysw58uhDTVZWW8hfLn9gkDyzPH9SRGRAJvzgYPuA4Hn6Mbm+lgKD85n9yuhvsveLZJ5g/6C2030vYKFA+ndNnftpmTx9lqdjno3sfLeQmZ+f6ez1cePGGW0PwyOgDfiMDO0eZGgDwcW5CoRHRHnGB2xYAwBAoGiv09wHhFM0EvGczS8SwK31LJNUbh1w7sI6K4PZIgMD/L3f8a8zFpu7tllOmj5T9vxul+fnTpp8oqy5/z6pjMfzLhQYNvCfFXjPrC7gKWs/q71cWfu5gvr9WwNkZ/8PbDtIyMzPzXT2+pIlS4y1hcIQ0AZ8pt9DO1gXWmayAQBwn3ahXtAmEAAACJKUtpIKsaVQyh4PFpLNLxLAeS7LpP++XhcbjGDrAOeNGTNGfnRXk3zva5d43grg0Yea5KgjDi9d5yySL3g+VDZ/qsAM+0KrAwwd1C9gQUFve+csrJNNTStl+5aN6r9HEDPzTWavz507VyZOnGigV/CCgDbgM31A23BHAAAAiqQOaJvtBgAAMIgMbXihnediPFhauRYMsHVAeIwcXaHaCuBwS7PzS2Fgxr/77/sNv1wjU06dIS+0Pef5uVOmTJHHHm6WispKSfYGz/v+m0xlfS/r56lU72Ny/XxwW4n0woCMn/d8L/P3DfxeMQviTWWvNzQ0FN0GvCOgDfgsSslxEaHkOAAAQaAuOW64HwAAwBztdTpCICyU1PNcZG6UlPbPG9UeUFgllfKenS/C57jLKuNxWX77fXLD0ss9ZeZPOW22bFzbbO1WAyL9Gez5guT5g+gpmXTR5+Tx5pXy9OP67PXa2lqpq6sz94JQMALagM/UK1cZ5xPRBoKOzznAOfqS42b7AQAAzNFmQnHLHk7aABjDwdLSJsYQzw6G7M/xQrcCIJ7trlRKZFRFpefM/Dnzz7Y6mC3SG0+JiMSUI42f3XmPnHPmGers9cbGRolG2Y7BDwS0AZ9pBwaBy9BWvBzGVAAA2EV7bWYPbQAA7KXP0DbaDTiCSoR20mbAU3I8GJKaJ0U4/i5L9V69vWbmx2LBD9RWxseostenz6qRdQ+usT7gH2QEtAGfsYc2AAAICjJyAAAIHv0e2gRCwoh5LjupAppChnZQaBaM8BnutlyHvJDM/LAcdU32+ucvOI9gts8IaAM+Y+WqHgMrAADsos/QNtoNAABgUEq59IzEvnCiYo+dyNAON83pxWIGt+mrq4TnwHvNXqfMuP8IaAM+i0QiEolEPA/cgxbQVt0gh+f6CgCAE/R7aAdrXAMAQJDoM7QRRmRo20n79yWgHQya+60wBTaDiGu3N4XuKw9/saQAsIBmxVvgBvpBez0AisbHAuAe7YQX5ztgu7BObQEQIcsL3rDA0U7axBiydINBM4/MsXeb9jOVSzdsRkAbsIDmJi9IGdrqC6zhfgAoEU5WIDQoOQ4AQPCos7y4DwglMrTtpA9ocyIHgaYyJouS3MZiNAQRAW3AApoVb0z8AgAA22jvfZPkaAMAYC31HtqG+wE3qMeDTHSVFCXHwyuZSqmimwSO3KYOaBvtBWAWn0uABTSDw1QqFZhyTPoVY0a7AQAAiqRezR2MIQ0AAIHEPpzwgi1o7ETJ8fDSV9ng4LuMkuMIIgLagAUoxwQAAIJAXXLcaC8AmMa8FhBulC2FF9oAKBnapaXO0Cai7TwWM4QTi9EQRAS0AQsw2NfhAgsEXbg/4wAXUWISAIDgUWd5Ge4H3KDO0GY4WFIENcOLRUnhxHHPL/ivMLgIaAMWCPtgX/86uPwAAGCTiPLaHJQxDQAAQaQvV2u2H3CD9rCzwLG09AFtTmTXUXo6nFiMhiAioA1YQDtASIR8sM/ACgAAu+i30A73mAYAAJuR5QUv2FbPTuqS45zHzuPYh5P+2m20G4BRBLQBC4Q+Q9vvDgAAACPUe2gzGAAAwFpkecEL9QJHBoQllVRGNQluuU+dnW+4Hygz9R7anPR5cZnyHZ9LgAXYQzsorwMAgHDTZmIxEgAspzi1Oa+B4CDLC17oM7S5cpSS9u8b40R2HttGhFNSH9EGrEVAG7BA2Af76oGV2W4AAIAikZEDAEAAkeUFD7TjQUqOl5Z2uE3Zaffp99Dm2LuM+XYEEQFtwAJhLzmuxhUWcAKnKhAelBwHACB4yNCGF/o5LgaEpZRQBzUNdwRll1Q+T1tRFG5jEQtsRkAbsID2OqEdjAYFl1cAAOxCyXEAAIInKNXhUB76bfXM9gMDaf++lBx3n77kOMfeZWRom8dlyn8EtAELaAeHQbmn1L8MLrEAANhEn6EdkEENAAABRIY2vFBnaBMqKCntwhSydN2nPvaG+4Hy0n6mhuLaHYbXGFB8LgEW0O8vFJDBPivGAAAIBPZMBNCPExsIDO3eu9y1hxLjQTtp5xDJ0nUf+6eHE5n5CCIC2oAFtAOEoAS0g/EqAJjGZwPgHiY9AAAIHnXmLMOCUGIPbTtp/7wxUrSdp1/MYLgjKCt1dRWjvQDMIqANWID9hQLzQgAACDV1yXGjvQAAACaxDye80B73BAPCkkpQcjy09NtGcPBdxiKhUuBv6jcC2oAFwp6hrcW4CgAAu4R+GxUAAAJIe5Wmcks4RSIRVSCM4Etp6ffQ5jx2Hfunh5O+5LjZfgAmEdAGLKAvx2S4Iz4JyusAACDsItqcHMYCQPBwXgOBQaARXmmmuYJThdBO7KMcXuylHE5k5iOICGgDFgh7NhN7egAAEAzqMQ2RLwAArKWfFDfaDThEEwRl4URpJZUrBjiP3afO0DbcD5SX9jOVUx4243MJsIC+5LjhjriGUTUAAFZR76Ed9jENAAAWI7sPXpGhbR/VHuWRCBnaAcBneDixGA1BREAbsIB2T5KgZGhrcX0FAi7cH3GAk7STHpzuAADYi6pq8EqVoc2IsKQ0c4jsoRwM7KEdTuqFDCG4egf/FQYXAW3AAvoM7WAM9oPxKgAAgHY1NyUmAQCwF2VL4ZVqwjkVnHkuG2nOY7Kzg4G9lMOJDG0E0Qi/OwBAP0AMzDg/MC8EAIBwo+Q4EEzMawHhRrlaeKWu2pMSLjoloinpToZuMJChHU4sRvOmfe8e2bK2SV579SU50L1fDhs1WsYec5zMXFAnVeMn+N099CKgDVhAe4+XCMjsL+XLAAAIBkqOAwAQPGR5watittaLMdtjXDKVIkM7xPSlp+Eyrt3DSyQSsr11vaxbfYfs2v5Ezsfce+vNMmnqDJl/wcXywcWLytxDZCtLyfF3331Xfvazn8n8+fPluOOOk/e9731SUVEhEydOlEsuuUSefvrpYdv43//9X/nOd74jn/rUp+Twww+XQw45RI488kiZPn26LF++XP7yl78U1Jfu7m654YYb5JRTTpEjjzxSKioq5KMf/agsXbpU/vSnPxX8mn7729/KV77yFZkwYYKMHDlSjj76aDn99NPl1ltvlYMHDxbczqpVq+TMM8+U4447Tg477DD54Ac/KF/4whcK+pukvfbaa/K9731PTjjhBBkzZozE43E54YQT5Hvf+5689tprBbcD/+QaILbv3SMrb7lR/t/3rpQbv/0V+X/fu1JW3nKjtO/d0/eYgMSz9UJ0gQUAwAX6DO2wD2oAALAXWV7wKvSVCC2j/bsS0A4GfYY2x99l7KE9tO6uTlnecKFcf+VleYPZaTu3bZXrv/VlabhwsXR0dJSph8glkirx7NGLL74oZ511luzatWvIx/393/+9/OhHP8qZ1XHPPffIl7/8Zenu7s77/LFjx8q9994rNTU1eR/zhz/8Qc466yz5/e9/n/PnY8aMkXvuuUcWLFgwZF9/9rOfyRVXXCHvvPNOzp+feuqp8tBDD8nYsWPztnHgwAFZvHixPPTQQzl/Ho1G5fvf/75cc801Q/blV7/6lSxcuFBeeumlnD//wAc+IM3NzXLSSScN2Y5Ge3u7HH/88SLSc5yrqqqM/46w+NMb3fLf7W8WtCpIRPpWBX3+/M/KpHFHlLGnpdH1zkF57H9e9fy8saMPlZkfOqoEPQJg0r633pZf/ekNz8/70NjRMukDY0rQIwClsv/dg/Lo771f048cfaiczjUdsNb6tlfkwHsJz8+r++QHStAbAOX26P+8KvvfKTx5I+3sjx8rI6JlyaWBZTbu+Yu89fZ7np83v/r9ctghsRL0KNzeSyTl4d+97Pl5Fe8bIfM+ckwJeoRyev4vXfLbl70H4T5xXFwmHFVRgh6hHPa+vl+e3feW5+dVv79Sqo+pLEGP7NH24ityVu08eaHtOc/PPfHEE2XTpk0Sj8dL0LNgKUX8sKSjyoMHDw4IZk+aNEl+/vOfy1NPPSUbNmyQ7373uzJ69GgREbn55pvlxhtvHNTGU089JRdddJF0d3dLNBqVv/3bv5WmpibZvn273HfffXLOOeeISE+W8rnnnit//OMfc/alq6tLzj777L5g9pe//GVpaWmRJ598Un7wgx9IRUWFvPXWW7J48WLZuXNn3tf0yCOPyGWXXSbvvPOOvP/975ef/OQnsm3bNlm3bp0sWtRTcuDpp5+WRYsWSTKZzNvOl770pb5g9pw5c/pe089+9jP58Ic/LMlkUr773e/KT3/607xt7Nu3T8455xx56aWXZMSIEXLVVVfJ448/Lo8//rhcddVVMmLECPnzn/8sZ599tuzbty9vO/BfNBJRrQr66ufPC/mqoHCsGANcx5kKhAfZOAAABA9ZXvBKOybMP5OKYpChG27aWy2Ov9soNZ9bIpGQr3zxQlUwW0Rkx44dsnjxYkkkvC/2RfFKuod2c3NzXzB72rRpsmXLFonF+lfZnXHGGXLuuefKtGnT5L333pN/+qd/kr//+7+XESP6u/XDH/6w783xb//2b9LQ0ND3s5NPPlk++9nPypVXXik33XST7N+/X2666Sb5yU9+MqgvN954o7S1tYmIyPXXXy/f/va3+342bdo0mTNnjpx++unS3d0t3/zmN6W1tXVQGwcPHpSvfe1rkkwmJR6PyxNPPCEf/vCH+34+f/58ueKKK2TFihXy+OOPy1133SUXXXTRoHY2b94s99xzj4iInHPOObJmzZq+v8vJJ58s5557rnzqU5+SP/3pT3LVVVfJeeedJ4cffvigdv7xH/9RXnnlFRHpyWJfvHhx389mzpwpJ510kpx//vnyyiuvyDXXXCO33377oDZgh/2dHXLNJed5/iB9cnOrzJ49O7SrghhXAQAQDJQcB4IplUrlrMIGwC0pZTiE0z+8tMeeMWFpJLUlx7WbocMq2gUNfIa7Tb+HdrAPfFNTk2xufayoNjZs2CDNzc19Ca4on5JmaD/xRH+W6f/9v/93QDA77VOf+pScffbZIiLyxhtv9AWds9sYO3bsgGB2pu9+97t9Xz/55JODfv7ee+/Jj3/8YxER+ehHPypXXnnloMdMmzZNvvSlL4mIyMaNG+U3v/nNoMesWbNG9uzZ0/d6MoPZaTfccIMcccQRfV/ncv3114uISCwWkxUrVgz6uxx11FHyL//yLyLS8zf52c9+NqiNV155Re666y4RETnzzDMHBLPTFi9eLGeeeaaIiPziF7/oC37DLolEQi4P+aogblcAAAgG7ZwX2TgAANiLLC94pc7QZoKoJPQZ2oY7Al+oFzQEPLAZdNoFQkE/6itWrLCqHXhT0oD2u+++2/f1hz70obyPywwMZ+9LnW5j/PjxeZ8/ZswYOeqoo3I+X0Rk06ZN8uabb4qIyMUXXyzRPPv3fPGLX+z7+oEHHhj086amppyPzTRq1Cg5//zzRUTkueeek+eff37Az7u6uqSlpUVEejLU89WNX7RoUV/Gba6+PPjgg30BzL/927/N2UZmPxOJhDz44IN5Hwf/mFwVBAAA4Cd1aVEmLwEAsBZZXvBKe+TJ0C4NAprhRmAznPTXbqPdsMru3btzVmbWaGlpGZSci9IraUD7Ix/5SN/XL7zwQt7H/eEPfxCRnoHu3/zN3+RsY+/evXmf39HRIX/9618H/c60LVu29H09a9asvO2cdNJJfXt6b926NW87EydOlGOPPTZvO5m/I7ud7du39wXdh+rLoYceKqeeemrfc957772cfRmunaH6AjuwKoiBFYDcmMoA3KMuL8kZDwCAtTS37ASzw40MbbuQoR1u2nUiLGhwnLa6SoCP+6pVq4y2t3LlSqPtYXglDWjX19f3ZRn/y7/8S86SyDt27JCHH35YREQ+97nPDdoH+PLLLxcRkddee03+4z/+I+fvWb58+aDHZ9q9e3ff19XV1Xn7O2LEiL5s8czniPRkVre3tw/bRvbPs9sptC+ZPz948OCgTO90O2PGjBkyuH7cccf1/U2z+wL/sSoIAAAEifbel8lLAADsxcIzeKUfE/JeK4WkcrBNQDMY2EM7nNQZ2kZ7YZd0fM+Uffv2GW0PwxtRysaPPvpo+fnPfy6f//zn5YknnpCTTz5ZvvnNb8pHPvIR6erqkieeeEJ+9KMfybvvviuTJ0+Wm266aVAbl156qWzZskXuvvtuueKKK+Q3v/mNnHvuuXLcccfJn/70J7nrrrtkzZo1IiLyD//wD1JbWzuojRdffFFEREaPHi2HH374kH0+/vjjZefOnfKXv/xF3nnnHXnf+94nIj1v9nQWab4y4ZltZP/uXP/22s7HPvaxQe0M10a6nd/+9reD+jKc4U7wl156yVN7GKwUq4KuvfZao23ajIEVAAB2UZccB2A1zmwg3HQZ2ub7AXfElG8A4tmlQcnxcEsqn8fxd5t6IYPhftikq6vLaHudnZ1G28PwShrQFhH5zGc+I7/+9a/lpptukttvv10uvvjiAT9///vfL9dee61cdtllfeW+M8ViMbnrrrvk3HPPlX/+53+Wn/70p/LTn/50wGPmzJkj3/nOd3IGs0X631gVFRXD9jezD11dXX0B7cw353DtZLeRqy+m2vHymryesJkBdZQGq4J6cL8CAEAwkI0DAABECISEHWNCu1ByPNzUWz1y/J2m/TgNcsnxQmJpXlRWVhptD8MraclxEZH33ntP7rnnHvnlL3+Z88PzlVdekZUrV8qmTZvyttHW1ib33HOP7Nq1K+fPn3rqKfnFL36RN2P4wIEDItKzL/Vw0gFsEZG33357UBuFtJOvjVK04+U1ZbcB/7EqqJf2AhvoNWMAALhHe2Vm7hIAAHtpgyEIL+2CBt5qpaEPaDPvFgTqPbSZd3WauuR4gA97IdWOvRg3bpzR9jC8kga09+/fL/PmzZMf/OAH8tprr8lVV10lu3fvlnfeeUfeeust2bBhg8yYMUN+9atfyTnnnCM//vGPB7WxZcsWmTZtmjQ3N8u4cePkzjvvlJdfflneffddefHFF+WWW26RkSNHyt133y2nnHJKzn2iDzvsMBEReffdd4ft8zvvvNP39ciRIwe1UUg7+dooRTteXlN2G8N58cUXh/zf9u3bPbWHwVgVBAAAgiQSiaii2sxdAgBgL811OsgT4hgeGdp2oeR4uLGHdjipM/MN98Mm9fX1RttbsmSJ0fYwvJKWHP/e974njz/+uIiI/OxnPxtQbvzQQw+VM844Q+bMmSO1tbWyceNG+da3viVz5syRSZMmiUhPILa+vl7efPNNOfbYY+Xpp5+WY489tq+NqqoqaWhokFmzZslJJ50k7e3tctFFF8mvfvWrAf1IB/kKyYbdv39/39eZwcbMQOFw7eRrw3Q73d3dnl6T1+Cp6RUrGIxVQT3UtytBvsICQcJdEBAqEYlIyuPVncwvwHJcyoFQU+2hzQdHqGkDodq9fjE0So6HmzpDm7kcp5GhPVh1dbXU1NRIa2tr0W3NnTtXJk6caKBX8KJkGdqpVEr+67/+S0REPvKRjwzaOzttxIgRsnz5chERSSaTfc8REVm/fn3fnsBf//rXBwSzM3384x+XCy+8UEREfv3rX8uzzz474OfpoOH+/fvlzTffHLLfL774ooiIHH300QNKfmcGHofb9zjdhsjgfahNt1PIHszpdtgT2z6sCurhddI7LcDXVwAAnKW5ASacDQQT5zYQDJp79iBPiGN4ZGjbRZ2hTUQ7EJLaeVcOv9vY4jOnhoYGq9qBNyULaL/yyivy+uuvi4jIiSeeOORjP/WpT/V93dbW1vd1ZvnwKVOmqNoQEfnYxz6W92eZDh48KH/4wx9EROSjH/3ogJ9VVFT0BYSHaiP759ntFNqXzJ+PGDFCJkyYkLOdt956S15++eW8bbz00kvS0dGRsy/wX3pVkAlOrwrifgUAgMDQ3P4ydwkAgJ1SqZTqnj3Y0+EYDnto24UM7XDTLmggoO02dQJZwI97XV2dzKqZV1QbtbW1UldXZ6ZD8KRkAe0RI/qrmR88eHDIx7733ns5n2eiDRGRGTNm9H29efPmvG38+te/7ivPfdpppw36ebqd3//+90MGkTN/R3Y7J598shx66KHD9uXdd9+Vp59+etBzsvsyXDtD9QV2YFVQESVQjPYCAACYEFHcAVNyHAAAO1GyFBraCWcytEtDH9DmRA4C7b0Wx99t2o/ToB/1WCwmt/78LvlQ9SdUz58yZYo0NjZKNFqy0CqGULK/+pFHHinxeFxERJ566qkhA9KZQdfx48fn/HrLli1D/r58bYiIzJ49W8aMGSMiInfccUfeD/Gf//znfV9/5jOfGfTzzFUXmY/N1N3dLffee6+I9GRRf+QjHxnw88rKSpk7d66IiDz22GN5S4Y/8MADfZnVufpy7rnn9p00mWXas6X7GY1G5dxzz837OPinrq5O5p5xRlFthHZVUNCvsAAAOIiS4wAABId+Qpwb9jDTLHAUIUO7VNQlxwloBoL6+JvtBspMvyAt+Od9ZTwuy2+/TyZPn+XpedNm1cjGjRv74p4ov5J9LkWjUTnrrLNEROTPf/6z/OAHP8j5uDfeeEP+4R/+oe/fZ599dt/Xc+fOlVGjRomIyL//+7/Lrl27craxbt06WbNmjYiIjBs3TiZPnjzg54ceeqj83d/9nYj0lDG/8cYbB7Xx1FNPyc9+9jMREZk1a5acfPLJgx7zmc98Rj784Q+LiMg//dM/9ZUnz/Ttb39b3njjjb6vc1m6dKmI9GSdX3HFFZJIJAb8/K9//Wvf3+Twww+XSy+9dFAbxx57rHz+858XEZFHHnlE7rvvvkGPaWxslEceeURERL7whS/k3YMc/orFYnL3ytWsClLgBhlwA2cqEC6a6zOTlwAA2ImSpdDQlqomQ7s0ksqIJiXHg0G9MIkPcqdRBW1ooyoq5epb7pSrbrpNJk2dMeRjTzh1plx1021yy133Ecz22YjhH6L33e9+V5qbm6W7u1u+//3vy29+8xu5+OKL5UMf+pAcOHBAnn76afnXf/1X+dOf/iQiPQHs2travucffvjh8p3vfEe++93vSmdnp0yfPl2+/vWvyxlnnCFHHHGEvPLKK9Lc3Cy33XabJJNJERH553/+55yBvW9/+9uyevVq+Z//+R+56qqrZM+ePfK5z31ORo4cKRs3bpQf/vCHcvDgQRk5cqT867/+a87Xc8ghh8hPfvITOeecc6Sjo0NOO+00ufrqq+WUU06RN954Q2677Ta5//77RaSnJPgXvvCFnO3U1NTI5z73OVm1apU8+OCDcsYZZ8g3v/lN+cAHPiC7du2SH/zgB31/k3/+53+WI444Imc7P/jBD2T9+vXyl7/8Rerr6+XXv/5134KAhx56SH70ox+JiMjRRx8t11133XCHCz4a07sq6Iall8szT+YvIZ/tpBmzpeXhZuc/SLm8AgAQHLoMbUYDAADYiJKl0GAPbbtQcjzctIFNDr/b2DJkCL0vMhaLybR5C2TavAXSvnePbFnbJK+/+rK83d0lI0dVyJHHHCunL6iTceMniIiEMqHQNpFUiZdqPPbYY1JfXy9//etfh3xcTU2N3HfffYOCt6lUSr71rW/Jj3/84yE/fA855BD54Q9/2Jf9nMuePXtkwYIF8vzzz+f8eTwel7vvvntAlngut912m3zta1+Td999N+fPTznlFHn44YflqKOOytvG22+/Leedd56sXbs258+j0ahcc8018v3vf3/Ivmzbtk3q6ury7ul97LHHSlNTk0ydOnXIdjTa29vl+OOPFxGRF198Uaqqqoz/jrB452BC1u1+RRKJhGzf+IisX32H7Ny2Ne/jTzh1ppx5/kVSe9Y5Mvcj7y9jT0vjtf3vypYXhv6MyGXcmJFy8v+Xe8EHAHu81HFAtv3v656fN37saDnhA2NK0CMApbS+7RU58F5i+AdmWfiJ48gCACz1yO9fkbff9X5en/uJ45gMBxz3biIpa3+Xe85pKJWHHSJz/+boEvQILtjz1y557qUOz8/7+LFx+ZujK0rQo3Db/Uqn/P7VTs/PmzzucPngkaNK0COU06Y//FXe7M4dxxjKmdXvl5GHxErQI5TDf7e/KX96o9vz86Z/cKwcU/m+EvTIHn/uOCDbmacsuVLED0uaoS0iMm/ePGlra5Of/exnsm7dOvntb38rb775powYMUKOPfZYOfnkk2XJkiVy7rnn5pzAikQicvPNN8uFF14oP/3pT2Xr1q3yv//7v9Ld3S0VFRUyYcIEmTVrllx++eWD9qvONmHCBNmxY4fccsst0tjYKHv27JF3331Xjj/+eFmwYIF84xvfkP/zf/7PsK/py1/+skybNk1+8pOfSEtLi/z5z3+W0aNHy0c/+lH5/Oc/L5deeqmMGDH0n3bkyJHy8MMPyz333CM///nP5dlnn5U333xT3v/+98vMmTPla1/7mkybNm3YvkydOlV27dolP/7xj6WpqUn++Mc/ikjPPuILFy6Ub37zmzJ27Nhh24HfdKuCIpFgrAoiKwsAgODQliZMCdlcAADYhgxtaGgXM1FyvDT0GdqGOwJfaPMZOf5uI0MbQVTyDG0EFxna5mhXPMcPO0RqArDi+a/735GtL7zm+XnjDh8pJx9PhjZgO22G9gfHjpbJrHwEnPPo/7wq+9856Pl553z8OIkxawJYiQxtILwOvJeQ9W2veH7emJGHyJwJ7s9XQGfv6/vl2X1veX7exGMq5aPvryxBj8Jt10sd8oe/dnl+3knHHyFVh48sQY9QTi3P/0U6D7zn+XkLPnqsHDoiGMlUYfTrF9+Q9jff9vy808aPlaMryNDOhQxtb0oRP+QTCbCAdoonKJnNrPgGACA41OMa1tkC1mLcDYSXOsPLaC/gGvUe2gGZ57INGdrhxh7a4aSebw/BcQ/BSwwsAtqAw5j3BQAAttHeADOsAQDAPvqSpUwXh5k2EJpkQFgS+oA253EQaM8rjr/buH4jiAhoAxbQXijCPs7nAgsAgH0iyvXOLNQDAMA+6sw+w/2AW9TzXAwIS0Id0CRFOxC0lQ+YdnUb128EEQFtwAJhv1BwuwIAQHDoM7QZEQAAYBtKlkJDO+FMhnZpUHI83LTnFYffbWwZgiAioA1YQD3xG/KBPhdYIOBC/hkHuEp7fWYCE7AZI28A3lBRLdzI0LYLJcfDTXNeRSIRPscdp1+QxnHPhyuU/whoAw4LTCZTQF4GAABgKxUAAIKEkqXQYA9tu7CHcrhpjj/Z+e6j1DyCiIA2YAHtdSIoC1cDE5gHAABFVJ5hPAAAgG3UJUuZEA81bSBUm0mMoSWVEW2CmsGgzdCG29QZ2ma7ARg1wu8OACCTiRtkAACCI6K8BWb+EgAA++gnxLlhDzO21rMLGdrhpjn+HHr36efbw3nw2/fukS1rm+S1V1+SA9375bBRo2XsMcfJzAV1UjV+gt/dQy8C2oAlIpFIeDOTQvqyAQAIIvUEptluAAAAA5LaK3Q458PRS52hzYiwJPR7aBvuCHyhqYzJYgb3kaE9vEQiIdtb18u61XfIru1P5HzMvbfeLJOmzpD5F1wsx392UZl7iGwEtAGHBSUArl4xZrQXAOwTjM84IGz0W6lwzgMAYBsmxKGhjYWxh3ZpaAPaYc3UDJJUKqWaWmGfWvexh/bQurs65forL5Nnn3p82Mfu3LZVdm7bKluaV8r6B9dIPB4vQw+RC59NgCU0FwvG+SG5wgIA4JCwb6UCoB/rVIDwIrsv3LTHnwWOpaFdKBDjPHae9tizmMF9bBmSX2dHh1xzyXkFBbMzPbW5VWbPni0dHR0l6hmGQ0AbsITqUhH2cX7wr68AADiHPRMBAAgOMrShoZ1wJkO7NCg5Hl7aRSLEs8Mr6Mc+kUjIZRd/Xl5oe071/B07dsjixYslkUgY7hkKQUAbsIXiahGUcT4lxwEACA5KjgMAEBzakqXcsIebumIP48GSUAe0iWg7L6l8HlU23KfeasBwP2zT1NQkm1sfK6qNDRs2SHNzs6EewQsC2oAlNBeLwAzzuWEBACAw1CUmDfcDAAAUjwxtaGjjoGRol4a67LTZbsAH6gxtw/1A+akTyAJ+8FesWGFVO/CGgDZgCV3J8WCM9MnQBpBLMD7hgPDRZ2gb7QYAg4I+sQUgP/2EOB8cYaY9/tqMQgxN83eNRCKcxwGgXcxAcr772EN7sN27d0tra6uRtlpaWqStrc1IWygcAW3AFoprReiH+cG9vgKBwqkKhIt6D21GNgAAWIfsPmioK/YwHCwJTVCTcuPBoN9Dm+PvOu39dZAP/apVq4y2t3LlSqPtYXgEtAFLqEqOB2SgT4Y2AADBod8z0XBHAABA0dQZXtywh5q65DgLHEsiqYhoE88OBjK0w4stQwZrb2832t6+ffuMtofhEdAGLMHKNw3+ZgAA2IaS4wAABId+ATr362HGAkd7pFIpVZauNssedmHbCHgV5GPf1dVltL3Ozk6j7WF4BLQBh2nLxliHFWMAAASG9v6XjBwAAOyjL1druCNwijpDOyjzXBbR/kXJ0A0G7TnF8Xcf1+/BKioqjLZXWVlptD0Mj4A2YAl9NpP7g331KwjwBRYAAFeRoQ0AQHCwRRg0tMdfWx4Z+WnKjYuQoR0U+m0jOP6u4/56sKqqKqPtjRs3zmh7GB4BbcAS2nEC1yYA1uM+CAgVdYlJw/0AAADF05erNdoNOCYSiajGhEFI2rCNfg9lTuIgUGdoG+4Hyi+pfF6Qz/z6+nqj7S1ZssRoexgen02AJcK9v5SyBIrhXgAAgOKFueoMAABBQ3YftDRvATK0zaPkdLjxGR5iimOvXYzkiurqaqmpqTHS1ty5c2XixIlG2kLhCGgDllBnaAdgsB+E1wAAAHqQoQ0AQHCo9+A03A+4R5PhywJH8/QBbc7iIGBBQ3iluMPOqaGhwap24A0BbcBxYb40MbYCAMA+YV6kBwBA0FByHFqagBgZ2uZRcjzc9J/hHH/Xae6vw3DY6+rqZFbNvKLaqK2tlbq6OjMdgicEtAFLhLk8p/oVhOAiCwCAa8I8pgEwEGc14D51uVpu2ENPu4c2Y0KzyNANN+3x5/C7T3Pkw7CQIRaLyW2/uFs+VP0J1fOnTJkijY2NEo0SWvUDf3XAEiG4XhjHDTIAAPah5DgAAMGhLVnKHAe0AVHGhGapM7SJaAeCdn0IGfru0ywOCstRr4zHZfnt98nk6bM8Pe/UWTWyceNGicfjJeoZhjPC7w4A6KENzgZhoM/iWwAAgkOfoW20GwAAwAB9hjbCThsQS6WEN5BBZGiHG8c/vHQZ2sa7Ya1RFZVy9S13yvaNj8j61XfIzm1b8z72hFNnypnnXyTnn7eIYLbPCGgDjmPyFwAA2ES/hzaDGgAAbMP+q9DSvgOSqZTEiGgbow9ocgyCQL0oiePvPNUe2ua7YbVYLCbT5i2QafMWSPvePbJlbZO8/urL8nZ3l4wcVSFHHnOsnL6gTsaNnyAiQplxCxDQBiyhHye4P/lLCTMAAIJDnY1juB8AAKB42gVn3K5DOybUlshGbuqS40y6BQJzruGlOfZhXshQNX6C1F+x1O9uYBgsKQAsQXlOABiIzzfATYxpAPTjxAZcp8/QNtoNOEj7HtBmFCO3pDKiTcnpYNAvaDDbD5RXKpVSXcA57LAdAW3AEtoVUEEY5rMnFxBsnKtAuKhLjgdiVAMAQMCo79e5Cwi7ovbQhjGUHA837fHnM9xtLEYrDa5P/iOgDTiOz1EAAGAT7eQHN4cAANiHSXFoaTM8ydA2i5Lj4aY9ncjQdps+eSwcBz4crzKYCGgDllCPE0M80A/zvh4AANhKn6ENAABsQ3ARWmGuRGgTfYa24Y7AF/qANm8Al7EYDUFFQBuwhDqebbQX/gjCawAAAD20YxomzAF7MbcFhJc6y4sPjtAjQ9sOZGiHm7rkOIffaSl1qXnAbgS0AWtQntMrLrIAANhHnY0T4jENEFic10BohaVsKfLTjgkJaJtFhna4ac8mFjSEE9VQYTsC2oAlwny90K4aAwAA9qHkOAAAwaHO8grxHAd6aCedmSIySx/Q5iQOAnWGtuF+oLz0e2gDdiOgDVhCv4V2iEf6XGUBALAOYxoAAIJDvQ+n0V7ARdqAKBnaZqlLjpOiHQj6bSM4/i5LKa/eHHbYjoA24LgwD/O5xgIAYB91yXHD/QAAAMVTB7SZFQ89ddUeBoVGUXI83Dj+4aRdyMJhh+0IaAOWCPPkLzcrAAAEB5OXAAAEByXHoUWGth0oOR5u2tOJ4x9OLEaD7QhoA5ZQXy5CPM6PsG4MAADrUHIcQBpnNeA+9uGEljYuos0sRG7qkuMEtgIhSenpUFIvRjPcD1sRU3AXAW3AFtpsJrO98IX6NXDtAZzAQBEIlzBXnQEAIGgoOQ4tbUCURY5mJZURbUpOBwN7aIeT/tpttBuAcQS0AUuQzeQd11gAAOzDmAYAgOAgywta2oBo0mw3Qo8M7XBTl5w33A+UFwsZEFR8NgGWUO83abYbAAAARWFMAwQQc1tAaJHlBS111R4WORql30PbcEfgC/bQDic+RxFUBLQBS4S5JC8XWQAAgiOqHNMwHAAAwD7soQ0t7aQze2ibpQ9ocxYHgfb4c/jdpl6MZrQXFgvNCw0eAtqAJfTlOY12wxdcZAEACA4ytAEACA720IaW9j2gDcAhN0qOh5u+9LTZfqC8KDmOoCKgDdhCPfkb4oE+11jADZyrQKioA9pMXgIAYB320IaWtmQ1Q0KzKDkebknlvDELGtzGdiEIKgLagCVCnaGtLmHGVRYAANtor89BGNMAABA0TIpDSxsQI0PbLHVAm4h2ILBtRDixGA1BRUAbsAQlPQAAQBBQchwIHu5UgPBiATq09FV7zPYj7Cg5Hm4c/3DSfoxy3GE7AtqAJdQZ2kZ7AQAAUBztmIZsHAAA7KPd5ow5cZChbQdKjoebOlOX4+80MvNLg6uT/whoA44Lwn6TlDADkIv7n25AOGmrznDOAwBgHybFoaWds9FmlCI3MnTDjeMfTtrFaFy8YTsC2oAlwl2eMxivAgAAUF4SAIAg0S9AZ1Y87LQBsSAkbtgkqYxokqEdDFTZCCcWoyGoCGgDllCXHA/AOJ+LLAAAwaEf0wRgUAMAQMBwvw4tdclxw/0Iu6QyoEmGbjBoP8M5/m5jMRqCioA2YAsuGAAAIAAoOQ4EEfcqQFix/yq09FV7GBWalFSuECCgGQzaPdQ5+m5TX7sN98NWYXmdQURAG7CEOpvJaC/cwtgaAAD7hLnqDAAAQaPO8jLaC7hIO+nMHtpmqQOanMSBQIZ2OOkztI12AzCOgDZgiTCX59S/Aq6yAADYRp2NE+plegAABAtlS6F9D2gDsMhNs0AgEokQ0AwIFjSEk367EA487EZAG7AEAwXv+JMBbuBcBcJFXXKcuUsAAKxDcBFaUXXJcbP9CDvNOaw9drCP9nRiQYPb2C4EQUVAG7CEdgVUEMb53KwAABAcYa46AwBA0OjL1ZrtB9yjDYixiMIszd+TCgvBQYZ2OLFdCIKKgDZgi1CvXFXXQQEAAJZRZ+OY7QYAAPARATGot6FhUGiU5u9Jdm5waPek5x3gNvbQRlAR0AYsob9ehHekzzUWAAD7qKvOhHdIAwQWpzXgPrJloUWGtv+SqZSqClKMCbfA0Bz/SCTCoiTHqffQ5rjDcgS0AUvoy3Ma7YYvgvAaAABAD3U2DqEvAACso99/1Wg34CB1QNtwP8JMvWUAJ3BgaDK0iWm6T72HtuF+AKYR0AZsoRwthHnql4ssAAD2CfMiPQAAAkddrpY79rDTlxxnUGgK+ydDcz5Rct597KGNoCKgDVgizJO/AXgJAACgl7ZMGeMBwF5MbgHhpa2gQjwE+pLjhjsSYtqANgHN4NC8Azj87qPkeGmw4Mp/BLQBS3C98I6LLAAA9iEbBwCA4ODyDC194gZvOlO0iwNizLcFhuY9EGUpo/NYjIagIqANOC4IA333XwEAAEgLc9UZAFk4rwHnqcuWMiseemRo+4+S4+GWSqVUN1kcf/epM7TNdgMwjoA2YAn15K/RXviEGWwAAAIjEomoBjZJ810BAABFYlIcWtqgmDYIi8GSytUBlBwPBu2ZxPEPLxajwXYEtAFLhPmCoV7xbbQXAGwThAoUQFhFFFdpTnkAAOxD2VJoaYNijAnN0Wa7E9AMBjL0w4vFaAgqAtqAJSjPqcBVFgAAK2kmQbQT5gAAoHSYFIdWlAxt32n/ltpjB7toTyWOv/tYjIagIqAN2EJ5wQjC5C83yAAABIvmGs3cJQAA9lFdniPhrkKHHuoMbcP9CDNthnaM8zcQ1BnazLg6Tz/XzrGH3QhoA5YI9R7aAAAgUDST2IxpAACwj2YbICbEIcIe2jag5HS4aRc0cPzdp97ek2MPyxHQBiyhXr0c4nE+N8kAANhJVXKcyUsAAKyjuTozIQ4RfeKGNgiHwfQlxzmJg0Bfcpzj7zoWBg2Nt7i7CGgDlghzhrb6NXDxAQDASpQcBwAgGDTXZ27VIdKTuKGq2sOg0Bjt4oAomygHAnuoh5e65DjHHpYjoA04LswDfa6xAADYSVdyPLxjGgAAbKUqOc6MOHppAmNkaJtDQDPc9GWneQOEFdVQYTsC2oAlwlxxPMxBeQAAgkg1rEkxJgAAwDZcmVEMTWCMUrnmqDO0CWgGgvbeiqPvPvWx5+DDcgS0AUtoV0AxzgcAALYJ80I9AP04pwH3aeYcyO5Emua9wDyXOeyhHW4saAgvdXa+0V4A5hHQBizBWME7/mYAANhJOwnCBCYAAHbRXJopWYo07R7aVO0xI6mMaLIoJRi0CxqYb3Uf5eYRVAS0AccFYb9J918BAAAwIQjjGiCQmNsCQimVSulWm/GZgV7awCgjQjOSyueRoRsM2vOI4+8+So6XBtcm/xHQBiyhvV4EYtGq8jWw6htwAwNiIHzUJceDMK4BACAg1MEQo72Ay7SBMW2pZAxEhna4EdQML+19NYcetmOMCViCkh4AACAoospbYQLaAAC4j+kNpOkXOTIoNIE9tMONPbTDi5LjCCoC2oAl1BnaRnvhD/1F1mg3AACAKerykkEY2QDoxzkNuEyd4cXNOnppFzlqA7EYiIBmuKn30DbcD5QfGdoIKgLagC0ozQkAAAJCe5NBeUkAAOxBliyKpY2LMiY0Q5+hbbgj8IX2I5zj7z7tQnHWssB2BLQBS+ivF+6P8rlJBpALnwyAu8jMAoKFMxoIJ6qpoVjaTF/micxQB7SJaAaCfg9tjr/ryNBGUBHQBiyhLjkegDG++ibZaC8AAIAp+mycAAxsAAAICP2EOHfr6KGNi5KhbYa65LjZbsAnSeXzWM/gPvbQRlBxfQIsob1gMMYHAAC2CfNCPQAAgkJdstRwP+Au9VwXg0IjyNAONzK0w0t97A33w1YsvHMXAW3AcUEY4rNqDACAYGGhHgAA7lNnaHOrjl7qDG2z3QgtdYY2J3EgkKEfXmwZgqDi8wmwhD6TialfAABgF8Y1AAC4j8XnKJb2vcA2NGaoM7Q5hQNBvyiJN4Dr2DKkRLg0+Y6ANmCJUI8V1BdZAABgI+24hvtDAADsoZ8QB3poA6PEs81IKlN0ydAOBhY0hJd6yxCOPSxHQBuwhHYFVBAG+eqXwEUWAAAr6fdLNNwRAACgxoQ4ihVVTtyQoW0GJcfDTXsWcfzdx4I0BBUBbcAWoc5kCsarAAAAPSg5DkCERSqA65gQR7GiylRPrh9mkKEbbtrjTzzbfWwZgqAioA1YgsuFd/zNAACwEyXHAQBwHxPiKJb2nUCGthn6gDbncBCwh3Z46Y+92X4AphHQBiyhnvgNwCA/AC8BAABk0JaXZEwAAIA9tPMNzIcjTZvpqy2VjYEoOR5u6gUNhvuB8uP6jaDi8wlwXJjH+FxkgYAL8wcc4Dp1hjYnPgAAttBnaBvtBhymzfQMQvKGDSg5Hm5kaIcXFVaGEZKXGUQEtAFLCJB58gABAABJREFUqC8YARjjq19CWC6ygOMijBSB0NFmdTB3CQCAPfR7aDP+Rw91hrbZboSWOkObiHYgsKABXnHoYTsC2oAltBeMMM/7cpEFAMBOjGsAAHCfumQpN+voRYa2vwhohhtZuuHF9bs0uDL5j4A24DgG+QAAICi0k24AAMA8dTDEaC/gMvbQ9pc+oM1ZHAQsaAgvfYUVwG4EtAFLhLjiOEF5AAACRjsJwpAAsBOTW0A4kd2HYmnLz7PI0QzVwoAI1/2gIKgZXly/hxaOVxlMBLQBS2gH+WEe4ofkGgsAgHPCciMMAECQqUuWGu4H3BVTrnIknm2GZmFANBJhLB8Q2oUhHH/3kTyGoCKgDVhCPVQIwPUpAC8BAABk0I5ryMYBAMAe6uw+YiHoxZjQX5oMbcqNB4f2NKLkuPuSyudx7GE7AtqAJfQlxwMwyKcEDgAAgRLmrVQA9OOcBsKJ7D6kaYOjxLPNSCoi2gS0gkN7GrGoIQDUc+0ce9iNgDbguCAM8vUvgYssAAA20k5kB2FcAwBAULD/KoqljYuRoV28VCqlKjvMgpTg0JccN9wRlJ02AY5jD9sR0AYsoZ74NdwPl3CRBQDATtpLNHt9AZZi4A2EUjLUMw4wQZvpqSmVjYG0f8IYl/zA0Jcc503gOm6rEVQEtAFLMFQAgIEYfwPuouQ4AADuYw9tFIsMbf8klKsCCGYGhzpD23A/UH7aT1AqNMB2I/zuAIDiBCGTyf1XAGBIjIeB0NHuvRWAYQ0AAKHHhDjS1HtoG+5HGJGdC94D4cWWId61790jW9Y2yWuvviQHuvfLYaNGy9hjjpOZC+qkavwEv7uHXgS0AUuEOZNJG5QP80UWAACb6cc1QRjZAAAQDNyro1hRMrR9k2D/5NBjD+3wYg/twiQSCdneul7Wrb5Ddm1/Iudj7r31Zpk0dYbMv+BiqaurK28HMQgBbcAS2kwm5n0BAIBt9HtoG+0GAENCNrcFoFdS+bywTYgjP222PmPC4mmDmTFO4MDQnkZkaLuPDO3hdXd1yvVXXibPPvX4sI/duW2r7Ny2VTY33SMbftkk8Xi8DD1ELuyhDVgizBnaWoyvAACwE+UlAQAIAPWEODfr6KGdeCZDu3jqctPatHpYhwzt8FId+UgkNFuGdHR0yDWXnFdQMDvTtsc3yuzZs6Wjo6NEPcNwCGgDjgvCEF9/nxKOiywAAM7RLtRj8hIAAGtQshTFUi9yZEhYNG0wk3h2cKizdPkQd57mvjosRz2RSMglF9bLC23PqZ6/Y8cOWbx4sSQSCcM9QyEIaAOW0JfmDO8oPywXWsB1nKtA+ESVZ36IhzUAAFiHkqUoljYuRoZ28fR7aHMGB4V6UYPhfqD8NEc+LKd+U1OTbGx5rKg2NmzYIM3NzYZ6BC/4fAIsEeaS4yRoAwAQLGEe1wAAEBTa63JYJsUxPG2GdpJBYdG0awLYQzs41GXneQ84T3Psw3LUV6xYYVU78IaANmAJ9R5TIR7kh+VCCwBAWJCNAwCAPfQZ2tytowcZ2v6h5DiSbBsRWroM7eAf+N27d0tra6uRtlpaWqStrc1IWygcAW3AEuHOZArGqwAAAD3YLxEAAPdptzgLwZw4CsSY0D/JpO55ZOcGB3tohxd7aOe2atUqo+2tXLnSaHsYHgFtwHGpAASDuVEBACBYwr1QDwCAYFCXHDfaC7hMm+1Lhnbx9HtoG+4IfEOWfnipSo6H4Li3t7cbbW/fvn1G28PwCGgDllBfM0I8xg/BdRYAACdpr9HaTDAAAGCefg9t7tbRQ/teYERYPO24mj20g0O7Fz3vAPepSo6H4Mh3dXUZba+zs9NoexgeAW3AEmEe5KtfA4NsAACsFOZxDQAAQaEuOW64H3AXGdr+0QYzKTkeHLos3QiLkhyXSqWUB998X2xTUVFhtL3Kykqj7WF4BLQBx4V5jB+C6ywAAE7SZ2gb7QYAACiCfv9Vs/2Au9SLHBkTFk27KIDzNzhU+yhz/J2n/fgMQ6CwqqrKaHvjxo0z2h6GF4b3KeAE/YCBUT4AALCLfg9txjUAANiCkuMolnbimQzt4pGhjaTiORz/8ArDoa+vrzfa3pIlS4y2h+ER0AYsoc5kMtoLf7DqG0AuBLYAd5GhDQCA+yg5jmJpg2PaYCz6aRcFxLR14mEdMrTDST/PHvyDX11dLTU1NUbamjt3rkycONFIWygcAW3AccGY+A3EiwAAAL0oLwlAhFE+4Dp1hrbRXsBl6qo9DAqLRslx6LZR5g3gOhajDa2hocGqduDNCL87AKBHJBLpuXJ4vOYEYYif/Rra9+6RLWub5LVXX5ID3fvlsFGjZewxx8nMBXVSNX6CL30EAACFo+Q4AADuI8sLxSJD2z/av2GM8zcQUqmUKrBJgr779NuFGO2Gterq6mTO3HmyseUxdRu1tbVSV1dnrlMoGAFtwCIRiXifyA3CID8lkkgkZHvrelm3+g7Ztf2JnA+799abZdLUGTL/govllDlnhmblGAAArokqr9Ik4wAAYA8mxVEsMrT9Q4Z2uGnPIALa7lMvRgvJTHssFpP/umul1MyZIy+0Pef5+VOmTJHGxkaJRil+7QcC2oDjgpDJ1NXVKcv/7kvy7FOPD/vYndu2ys5tW2Xy9Fkyb22zjBkzpgw9BAAAXugztAEAgC0oW4piRZXVCJMl6U24JJUp2tqsethFm6FPhQ33qWMFITr08Xhclt9+n9yw9HJ55snNBT9v6sw5suGhJonH4yXsHYbCMgLAIpoxg+sTvx0dHfIPFy0qKJid6ZknN8ucOXOko6OjRD0D4DvXP+AAeEY2DgAA9iBDGyZosv602cXop10UQMnxYFAvSOLwO0+foR0iEZFRFZVy9S13ylU33SaTps4Y8uEnnDpTrrrpNrnpjnsJZvuMDG3AIpoLh8tj/EQiIYsXL5Y/7N6lev6OHTtk8eLFsnbtWonFYoZ7B6CU2vfukS1rm+S1V1+SA9375bBRo2XsMcfJzAV1UjV+gt/dA1AkbWaHy+MaADlwTgNOo2wpTIhGRBJed9fj+lE0bYY2Ac1g0GZoa7eOgj305ebDd+xjsZhMm7dAps1b0DdP+fqrL8vb3V0yclSFHHnMsXL6gjoZ1ztPSZlx/xHQBizSU9YlPKP2pqYm2bBhQ1FtbNiwQZqbm2XRokWGegWgVBKJhGxvXS/rVt8hu7Y/kfMx9956s0yaOkPmX3CxLFy4sMw9BGBKrnvhQhayhGcUBLglfNNbAEQoWwozNHNdZGgXT/s3DGNQK4jYQz28+PjUqRo/QeqvWOp3NzAMAtqA41wuzblixQpj7RDQBuzW3dUp1195WUHbC+zctlV2btsqm9fcw940gKPS8yBeF7Kcy0IWAACsQdlSmBDVbK/n7lSXNbQZupQcDwaydMNLuxiNQw8XENAGLBKmPbR3794tra2tRtpqaWmRtrY2qa6uNtIeALM6OjrkmkvOkxfanvP0vG1bNsrs2bNl06ZNBLUBx0QiEdVClk1r7pFHWcgCAIAV9HtoMyuOfpoAWSqVklQqxXupCGTohht7aIcX24UgyCj6DlgkTHtor1q1ymh7K1euNNoeADMSiYRccmG952B22o4dO2Tx4sWSSCQM9wxAKXX2LmQpJJidaXvvQpaOjo4S9QwAABRKHRAx3A+4TZOhLeJuAoct1Hsoaw8YrKI+/kS0nadfjGa0G1YjeO8uMrQBq4Tnw7S9vd1oe/v27TPaHgAzmpqaZGPLY0W1sWHDBmlubmZrAcARiURCvmhgIcvatWslFosZ7h0AE9r37pEta5vktVdfkgPd++WwUaNl7DHHycwFdVI1fkLGIwlHAC5TZ3mFZ2oDBdBmWSdTKYJrRdDvoW24I/AFC5LCi2OPICOgDVgkTCXHu7q6jLbX2dlptD0AZqxYscJYOwS0ATc0NTVJ62OPFtUGC1kAy0R6Fqtsb10v61bfIbu2P5HzYffeerNMmjpD5l9wsZwy58wydxKALaJMiyODOkPb1QkvS+gD2py/QaA9fzj+7iNDu3S4LPmPgDZgEdV1w9F9hSoqKoy2V1lZabQ9AMXbvXu3tLa2GmmrpaVF2trapLq62kh7AEqHhSxA8Ozv7JTlDV8saBuBndu2ys5tW2Xy9FlyWvMDMuqoI8vQQwClwKQ4TNCWdtUGZNGDktPhxh7q4cUe2ggyAtqARcJ02aiqqjLa3rhx44y2B6B4q1atMtreypUr5dprrzXaJgCzWMgCBE9HR4d84/ML5fnf7vL0vGee3Czzz5grj2/eLPF4vES9A1BK2WVLC99uAOinzdDWBmTRg5Lj4ZZUPo8FDe5Tlxzn0MMBBLQBi2gvHClxLxheX18vy5YtM9bekiVLjLUFwIz29naj7e3bt89oewDMYyELECyJREIWL17sOZid9uwzz8jixYtl7dq1EovFDPcOQKmlUrrtBpgUR6Zi9tCGHhna4UZQM7yoroIgI6ANWEV35Ug5GNGurq6WmpoaI1lcc+fOlYkTJxroFQCTurq6jLbX2dlptD0A5rGQBQiWpqYm2bBhQ1FtbNiwQZqbm9lCAHBQZ2eHLG+4yPN2A5+6/z45avT7ytBDuCA7QFpopj/x7OIklRFtAtrBwB7a4aUOaLsWXEAoEdAGLBK2MUNDQ4ORgHZDQ4OB3gAwraKiwmh7lZWVRtsDYB4LWYBgWbFihbF2CGgDbuno6JCvXnCu/M9vd3p63jNPbpaF88+QLY+z3QB6RCO6TH8ytItDyfFwU++hbbgfKD+y8xFkBLQBi2ivGykni46L1NXVSW1tbVFZH7W1tVJXV2euUwCMqaqqMtreuHHjjLYHwDwWsgDBsXv3biOLT0VEWlpapK2tTaqrq420B6C00tsNeA1mp+18lu0G0K+7q1OWN1zsOdP/lAful/hhY8vQw2DKTtAuNDOeDN1g0JecN9sPlJ92LRCHHi4goA3YRLuHtqOLVmOxmDQ2NsqJp54mL+x+zvPzp0yZIo2NjRKNRkvQOwDFqq+vl2XLlhlrb8mSJcbaAlAaLGQBgmPVqlVG21u5cqVce+21RtsEUBpsNwBTOjo65Gv1C1WZ/mefOY9M/yIkUylVZjwBzWDIztItdEGDds97uC9Mxz48rzR4CGgDFgnjXhXxeFyuu/1+uf7Ky+SZJzcX/Lwpp82SjWsf5MYGsFh1dbXU1NQYye6aO3euTJw40UCvAJQSC1mA4Ghvbzfa3r59+4y2B6B02G4AJpDp76+uzg657huXes6MP2Mdc21BkBRdqX8WNLiPDG0EGQFtwCLqkuOOZminjaqolKtvuVO2b3xE1q++Q3Zu25r3sSecOlPOPP8imVl7FgNswAENDQ1GAtoNDQ0GegOg1FjIAgRHV1eX0fY6OzuNtgegNNhuAKaQ6e+fjo4O+YeLF3muhvjMk5tl9uzZsmnTJubcHNfxVocsb7jQ84KGf//5XSIypvQdRMkkZXCgoJAM/RAlaOs5HoMJAgLagE20JccD8Gkai8Vk2rwFMm3egr6L7Ouvvixvd3fJyFEVcuQxx8rpC+pkXO9FNkaZccAJdXV1MmfePNn42GPqNmpra6Wurs5cpwCUFAtZgGCoqKgw2l5lZaXR9gCUBtsNwBQy/f2RzozXbO0nIrJjxw4y4x3X0dEh559zpvx257OenvfMk5vlkkVnydNPbGFBg8PSiW9eM/SP/+xnythLQIeANmCRsGZoZ3e/avwEqb9i6dBPYtUY4IRYLCb/dddKqZk9R15o835DPWXKFGlsbJQoi1gAZ9TV1UltbW1RGTksZAH8V1VVZbS9cePGGW0PQGmw3QBMINPfP2TGh1t6QYPXYHba7ud2sqDBcSkR6e7qlOuvvMxThv6W5pWy/sE1LGaA1ZgdBiwSUdb2cDye7X5EHsCQ4vG4LL/9Ppk8fZan502dOUc2btzIYBpwTCwWk8bGRvlQ9SdUz2chC2CH+vp6o+0tWbLEaHsASoPtBmBCKTL9URiTmfFwj8kFDXBTx1tvyTWXnFdQMDvTU5tbZfbs2dLR0VGingHFY5YIsEgYk45TymB2GP9WgMtGVVTK1bfcKVfddJtMmjpjyMeecOpMueqm2+RHd9xLMBtwVDwel+v+637PC1mmnDabhSyAJaqrq6WmpsZIW3PnzpWJEycaaQtAabHdAEwg098fpciMh1tY0BBuiURCLv/ihaoKiSL9Ww4kEgnDPQPMoOQ4EAAkOAOwWaR3CUosFpNp8xbItHkLpH3vHtmytklef/Vlebu7S0aOqpAjjzlWTl9QJ+PGTxARITsTcNzoyp6FLNs3PiLrV98hO7dtzfvYE06dKWeef5HMqF1AMBuwSENDg5GJ8YaGBgO9AVAObDcAE8j090cpMuOvvfZao22idCj1j6amJnm89bGi2mDLAdiMgDZgEWXFcUk5XHRc23Pt3wqAHarGT5D6K5b63Q0AJRQR7wtZIhEWsgA2qaurk9ra2qJKV9bW1kpdXZ25TgEoqfr6elm2bJmx9thuIJzI9PcHmfHhxoIGmMzQJ6ANGxHQBiyijdGSoQ0AAGwTiUQkc+laIQtZGNIAdonFYtLY2CgnTZ8hz/92l+fnTz7xRGlsbKTqCuCQ9HYDJrL82G4gvMj09weZ8eHGgoZwI0PfAxLlnMVdJWCRCGnHBYtw5QEAwGqaK3WKVXqAdeLxuPzk7maZPH2Wp+dNnj5L1m54jG0EAAeZ2iaA7QbCq76+3mh7ZPoXhsz4cGNBQ7iVIkMfAzFb4T8C2kAAuPxhyrw1AADBpFmnx7gAsNPoykq5+pY75aqbbpNJU2cM+dgTTp0pV910m1yz4i6prCSYDbgovd1AMdhuINzSmf4mkOlfODLjw40FDeFGhj7CgJLjgEX0JcfDN/tLMjsAAHbTVJ4J34gGcEVEYrGYTJu3QKbNWyDte/fIlrVN8vqrL8vb3V0yclSFHHnMsXL6gjoZN36C350FUKT0dgOfmjZD9vzO+3YDJ06ZwnYDkIaGBiPlb8n0L1x9fb0sW7bMWHtkxruFBQ3hRoY+woCANmCRMAZpmbgGACCYVMOaVEpSqRTbsACWqxo/QeqvWOp3NwCUUDwelxvuXCPXfv1L8syTmwt+3uTps6Tl4Wa2G0Bfpv+GDRvUbZDp7006M97EQgIy493DgoZwI0MfYcBSScAi2n2h3Q4Ku917AACQmzYmzcgAAAA7jBpdodpuYMwYgtnoz/T/+CdPUD3/Y5Mmk+mvYCqjncx491DqP9zI0C8HZiv8RoY2YBPtxK/Dn6XavpO3BQCA3dQL9VLChR4AAAukUsJ2AyhKPB6XlQ+ul4s+/znPmf7/ecfdZPor1NXVyey582RTy2PqNsiMdxel/sOLDH2EAQFtwCLqPbTDuDqIiW4g+EL40QYEiT5Dm4g2AAA2SGb9u9DtBriKI9OYMXG5+pY7ZfvGR2T96jtk57ateR97wqkz5czzL5KpNfNlVAXlbjVisZj85x13y/x5c+WFtuc8P3/KlClkxjuMUv/hxZYDCAMC2oBF1Dd9IQz6cIMMuIPzFQgndUA7hOMawHZsaw+ElOaaHIlIhA8NZIhEIqpMf4aEeqMr47L89vvkhqWXe8qMnzarRtY/uIbMeIelS/2fctpM+f1zOz0/f9LkE1nQ4DAy9BF0BLQBi2hv+lwe5Ov7zg0yAAA2ixZTchwAAPhOUw2OO3Vki2a9KQrN9E8yKFRLplIyqqLSc2b8kvM/SzA7AOLxuPz76gflW1++2HOp/wfua+Q94LC6ujo5bXaNPLFJH9QOQ4Y+YxV3EdAGAsDpIT57aAMAEExFlRwHAAB+08QTSc5GtqjyTZFkSKiW6j15vWbGx2IxP7sNg0ZX6Er9x8eMKWMvYVosFpN//ekv5IKz57PlAAKJgDZgEfWNn8ODfIe7DgAAhqAd1jB5CQCAHVQVx433Aq7Tb0PDoFArkRz8vUIy42OsSAmMZCqlKvVPGNN9oyt0Ww7MnDNXHmp6gAx9WI2ANmARfTzb5UE+KdoAAASRNhsHAADYQRNQZP9sZCNDu/y05do5fYMj+y1QaKl/7uHclxLdlgNfuehzEo9XlLGngHcEtIEACOOiVYZXAADYTb1QL4wDGwAALKTK0OZmHVkYE5af9k9HhnZwsKghvNKH3vOWA5QZhwMIaAMWCeNKZu5PAAAIJu2whmwcAADsoNpD23w34DgytMtPG8wkOzc4tKdPGOemgybXsS8kQ59jPzziGP5j2QVgEf2qVaPdKCv1AMtoLwAAgGncEAMA4DbN9mZc/5FNv8jR4ckunyXIzg09/aIGwx1B2Wk/Ojn0cAEBbSAA3N5DW4lRNgAAVtNeqZm8BADAf6lUSrUCnTt1ZNOWsWZIqKf925GhHRzqoCbvAedp4wQceriAkuOARbQXjjCO8bnGAm5L79/z2qsvyYHu/XLYqNEy9pjjZOaCOqnq3b/H1s+2trY2WblypbS3t0tXV5dUVFRIVVWV1NfXS3V1td/dA6yRPa4p5LwXKe+5z/kM6BR6PtuI8x4ojL5crdFuIADI0C4/bYZ2jNS3wFDvoW24Hyg/MrQRZAS0AYtEsi4dBU/8OjzGz9V1VybImAwDCtT70ZZIJGR763pZt/oO2bX9iZwPvffWm2XS1Bky/4KL5exzF5axk0NLJBLS1NQkK1askNbW1pyPWbZsmcydO1caGhpk4cKFEovFytxLwC4RiXg+70+Zc2bJxzWcz4CO5ny2Bec94J1+QpwpcQykzfp1eKrLdyl1yXHO36AgSz+82D8dQUZAG7BIJOL2RJFK7wjL6+s+86xzytnLPkyGATrdXZ1y/ZWXybNPPT7sY3du2yo7t22VTWvukUcfapJ4PF6GHubX0dEh5513njz66KPDPralpUVaWlqktrZWGhsbfe874Kfurg5Z3nCxp/N+8vRZctL998nhI48qSZ84nwGd/Z2dqvN5WtMDUnH0kWXoYX6c94COdvE58+HIRoZ2+SUJZoZeUhnWZA9t96kXtBjuB1AKkZT2HY7Qa29vl+OPP15ERF588UWpqqryuUfue/L3L0rD315Y0ERR2gnTZsktt/9Cjn//8BO/xZ7sJj4tsvfxeOdgUrbv2Sc/uvJy2fl04a97ymmz5fa77pHKSv0kU0EvJ+NBnZ0d8rVLLpQnNuUOZOcyY/Zc+cntv+jrZ87fWeTftfjjWlgLxfyeUlxpcjeZ5xfl+HZRr6eI5+ZrwNPrKfSRBT696PfQMN98/Y035NLF58jetuc8t139iUnyn42/lIo853qp31tdnR1y+fnnyO+f2+m5nYmfmCT/sfrBvH0f6veaeGBx7/HC3qQlP4+Keq0FfrYV8SJMv/1y92X431LMe8f4a+j97/7OTvm7JefKC7u9n/cTPvZJufmuJhldWTns7xn+m/32d3XKty6skz2/26Xq04/uapLRFRVG+lLgQzwp7L08+EGlfv8U9TpTQ/7T02/Qvs5SnSP937B/HNbd1Sn/v7/9rPxRcR3/0Ec/If/08wdkVEWlRCL9E2UR6f9HpPd/Pd/q+WYk42f9D+3P+8z8eWY2Sfb393d2yteXnCvP/9b7eZ++jlfGx/T3JeP39PUpX18zv9/386FfQ9/vyPxbRQbmu+b6Ww1sM9L3mL72M9qSAY/N/fv7fxYZ2JdcfYoMbr+QdvL9rP81DXwvZPcVpfdeIikP/+7lghafi0jf4vOa+WfJmR89row9he3efi8hj7S9MuB7hSyOOGLUoTLrw6VZ5Bh0/93+pvzpjW7Pzzv1g0fKsZWHlaBHKLdH/+dV2f/OQc/PO/vjx8kIotpO057/0z54pLw/JOd/x4H3pPX5v3h+3tEV75PTxo8tQY+CqRTxQwLaUCOgbVZHR4dMPW2mtCmCJuOrPyHX3X6fjKrIP/Frq67ODrnmS4t1E2TVn5DlZXrd3V2dcs0l58kLlvcTsE0ikZDlDV+QZ5/arG5j8vRZcvUtd5a92kEikZDrrviCPPOke30H/GTjuWNjnwAXuHzuuNx3DCMj4C2SvQAiMjAAn2eRQb6f9f08c3HAgMcODOgPu5BhqEUGva/D2+KAwa8xe3FA9vPy/a2GW4CQSKbk6efbFYvPZ8mq1ffKmPiY/jbTrzXS/7sjfd/P6Esk42fpx0Uk47GRQc+B/Q68l5D1ba94XhxxxoKzZd7EY8vY0+D4Tfub8qIioHXa+LFydMX7StAjlNuG378i3e8mPD/v3E8cR6a+47Tn//TxY+WYkJz/BLTLoxTxQ0qOAxZIJBKyePFiVTBbRGRv23Nyw9LLnZtsSSQScuPSr6iC2SIiL5TpdScSCblh6eWqYLZI+foJ2Gh76/qigtkiIs88uVm2b3xEps1bYKhXhdneur6oSXAR//oO+MnGc8fGPgEucPnccbnvGEZqYDWZgWka5GyYsr+zQ76nWHz+309slvnz5pZlUfeAQLhkB8p7vhmV/kC5ZPwsIlkB9CHaiEh/KeahgvK5njfk4/IE7yXr33mflxHkT/ctmvd3514cIHn6aFI0ElFtQdXywGxpfbiZ7R8Uklk1xwvJiBfpX9gC92WXnS/4PVDmfsI8So4PL0yvNWgIaAMWaGpqkg0bNhTVhouTLa4EupgMA/TWrb7DSDvrV99R9vPH5b4DfrLx3LGxT4ALXD53XO474DdXFp+nJ+375+5Z0GBEnmz4oQLjQwXvOzs75B8vOc/z++k3WzfJqafNlJ+vWSvxeLxvYUEkMvC/0Yx+DPp+JNK7qCHj3xnfTz++7/tiPqDvh0QqVVBG/L233tyXEX/KnDPJzA2QZEo8vwem1swPxPs/7LRXQg49XEBAG7DAihUrjLTj2mSLK5NMrvQTsM2LLzw/ZCk5L3Zu2yrte/cMWDlcSi73HfCTjeeOjX0CXODyueNy3wEbbG9dL884sPgcJdJbBcHEQoFEIiHXNVyiXhyx+7mdcvnFny9rxbtIdtA8R7C8L2guMjAg3vvfoZ6TLzCf/n66nUhfhYHeNgvoV/q5HW91yPKGiz1lxE+ePktOeeB+OXIU5XRNKiRb1tRSnMxftb+zQ37wzUs9vwfmrXuQqgiuU2fnE9GG/QhoAz7bvXu3tLa2GmnLpckWVyaZXOknYKOt65qNtrdlbZPUX7HUaJv5uNx3wE82njs29glwgcvnjst9B2zAom6Y4uLiiFSqJ5ifdDTjv7urU5UR/8yTm2X2nNnyzz9/QEYa2i4g51+whAFeZaXlAn9/qpAHWaGY98CJp54m/3LHAzK6It67WCN/JYZoxtc5tzgo5rnSu9VDxuKN7O0ZBn2dbnuo35+nLyIyoNpDrue6IiXes/NPmXNm6DO0Cw38w18EtAGfrVq1ymh7rky2uDLJ5Eo/ARu99upLRtt7/dWXjbY3FJf7DvjJxnPHxj4BLnD53HG574DfWNQNk1gcUV6JREJuWHq5fruA3c/JD//+y2XNiIdZJt4DP/gm74FBhgnAp6sp5NyCYYjguRT43GiOAHu+r1/66+uy7IpLZOfThWfnnzB9lnx85Wp537FjJRqJSCxH5Ycg8hr4X3DOuWXuIbIR0AZ81t7ebrQ9VyZbXJlkcqWfgI0OdO832t7b3V1G2xuKy30H/GTjuWNjnwAXuHzuuNx3wG8s6oYpLI4ov+2t6+WZJ93KiIdZvAdKJJWSlKSrANibnq/Nzn/2yc2y4Mx5ct3t98moHBUaMrc+SAe5o9H+7Q+i0cyfZz0u63uR7O9Fcz8nEhGJZTxnYJC9vw99jxcPgfdIRLq7OuX6Ky/zVJZ/45p75LGHmijL7yMC2oDPurrMTo64MtniyiSTK/0EbHTYqNFG2xs5qsJoe0Nxue+An2w8d2zsE+ACl88dl/sO+I1F3TCFxRHlR0Y8eA+EV7HZ+XvbnpMbll6eMzs/lUpJIiWSsDiYL9IbeC8guN7xVocq8P+rLRtl9uzZsmnTJoLaPon63QEg7CoqzE6OuDLZ4sokkyv9BGw09pjjjLZ35DHHGm1vKC73HfCTjeeOjX0CXODyueNy3wG/sagbprA4orxKkREPt/AeCDeT2fmuSqVSkkgk5b2DSXnnvYS8/W5C9r9zUDoPvCdvvf2evNH9rrza8bb84xWXqAP/O3bskMWLF0sikTDcexSCgDbgs6qqKqPtuTLZ4sokkyv9BGw0c0Gd0fZON9zeUFzuO+AnG88dG/sEuMDlc8flvgN+Y1E3TGFxRHmVIiMebuE9EG4ms/ODbHvrenn2qeIC/xs2bJDmZrPnGwpDQBvwWX19vdH2XJlscWWSyZV+AjaqGj9BPnnKaUbamjR1howr435pLvcd8JON546NfQJc4PK543LfAb+xqBumsDiivMiIB++B8CI7v3CmAv8rVqww0g68IaAN+Ky6ulpqamqMtOXSZIsrk0yu9BOw1acvuNhIO/MNteOFy30H/GTjuWNjnwAXuHzuuNx3wE8s6oYpLI4oLzLiwXsgvMjOL4zJwH9LS4u0tbUZaQuFI6ANWKChocFIO65NtrgyyeRKPwEbnVIzX06YNquoNiZPnyVTa+Yb6lHhTqmZL5Onu9l3wE82njs29ilUIrn+Fxn0v4jB/0Wj+v/FCvlfLDrofyMM/u+QXP8bUdj/Di3of7FB/3tfjv/NPPMsmXLa7KIO/4nTZ8n0eZ/u+/umj5FEIkW/tYbCeQ/osKgbprA4orzIiAfvgfAiO78wpgP/K1euNNoehjfC7w4AEKmrq5Pa2lrZsGGDuo3ps2rkwgvOk2g0Kjmnhgr/Zp7v6uWbq/qb+sWy5cFV8tTmVnXbp82ukS/WL+553UVOiuV7dvWS8+XJX66WrZta1G3PmD1XvvT58yUa9baOKJKrVwW+zFJMEXp4G+V5vr5Xxc55FvP03L+78BYLfmSZjm3h/THzGfHzu++RRQvOlL1tz3l8psgnJ58o9957r1TG4+p+aM+jiIjc39godQtqZdezzxT42/pNmnyi3N/Y2Nf3Yt7DBZ87+o+MghXzfi70dXjqcxnOm9wfASV4LYW0V9T7yMNPinwvzXhwjcyePVvantvp4Vk9Pj5psjzy4BqJx+MFvt7BD8r1tFm/bJIz5tbIM8/s8NynE6dMkUcfapJ4js+igntV4LXE/PVK2VbBv7O0QUn47/S1zXLy9BnyP7/d5fm5k088UTate3DIcyeVSvX8t+/f0v/vVKr/+73/l350KtX/nP7n9Tw+3ca0pgdkQe1cefaZZzz3Pfs63v/7U1l9Ga6vQ73GVI520q8i62/R2052G+l2sh+b3U7evub4HZl9Sf8ns68Df0dvDwa10/cKB73GfL9juOOa/fuH+h25XmPfozN/AXL69AUXG8lgYlF3uKUXR5h4L7E4YnhkxIP3QHiRnV8Y04H/ffv2GW0PwyOgDVggFotJY2OjTJ95uvx257Oen/+xSZNlXe/Er2saGxvl9NNnyQuKQNeUKVNkbXN5XvfDzQ/I7NmzZccO75PgU6ZMkYebH3Dy+AAmjD70aLnu9vvkhqWXyzNPbi74eafMnOM5gGTa0RVHy9bHN8vixYs9LTqqra2VxsZGznuE1sixR8jdzevkS19Y4um8nzx9lvz87pVyzNgjjPfpqCMPl82bN3E+Ax7F43H5t3selH/46hc9n88Prbl/2HMnvSiib2nEgDUSxS2YqDj6SHl8M9dxDJa5OKDn373/zQjO9/xbhlkcMPQChMzHpf8zaIHDUO1kLqKQrOB89iKKvsf3vpIBiyr6X9+g4H+OvlYvOV8eb14pTz++UbROPb1GzvvsIolEIn0LTVIZ/UqlshdppDIe1/vvvkUMGYsmer+fzPz7ZD4no40BfzD4gsUR5TNzQZ3ce+vNxtojI949vAfCi+z8wpgO/Hd2dhptD8MjoA1YIh6Py+oH18uFSz7neaLoP35+l7OTLfF4XJYrAl0nz5wjj5Ux0BWPx2XTJibBAa1RFZVy9S13yvaNj8j61XfIzm1b8z72hFNnypnnXyRnn7vQinMnHo/L2rVrpbm5WVasWCEtLfmrNcybN0+++tWvSl1dneeKDEDQVFbGPZ/3U2vmS0VF6c57zmdAZ3Sl9+v41Jr5OSuslBvnPXKJRCJ51k5QdSLt53etlAW189SLzx/5pf+L7rOrGvQFvHP+OytoLpInUJ4/gN73+3IF73M8L724IJnrd2f0qZA28vdx4IKApMc+Zv5bMh5XaKWD9PYPXuZ7srH9Q2HIiAfvgfAiO78wpgP/lZWVRtvD8AhoAxaJjxmjmigaXen/RFExNIGus3wIdDEZBhQnFovJtHkLZNq8BdK+d49sWdskr7/6srzd3SUjR1XIkcccK6cvqOu7abLp3InFYrJo0SJZtGiRtLW1ycqVK2Xfvn3S2dkplZWVMm7cOFmyZIlMnDjR764C1ohEvJ/3Iv0ZaqXC+QzoaM5nW3DeA96NrtQtPp8+q8aaCnIDFi5E+v4PBgwX8E5mBOinNz8gnz5Dt/3DJ06YLHfes0pGV1b2ZOanM/RTPb8j/bv6MvdT/UH7zMemCvx+uq0B/3VoqwIy4sF7IJzIzi+M6cD/uHHjjLaH4UVS6REH4FF7e7scf/zxIiLy4osvSlVVlc89cl/7W2/Lr//0Rv+/C5wo+vBRo+WTx43xo8tF63znoLT8z6sDvlfI6z6q4n0yY/xYP7rch8kwoDAdB96T1uf/4vl5R1e8T07z+TwHoPeH1/bLrj+/5fl5Hz82Ln9zdDBLnAGuemLva/KXrnc8P6/mb46W+GGHlKBHAErtT290y3+3vymJRMLT4vMLLzhPPvmBw8vXUTiho6PD6Yp3A4LcGf9OB8XT388ZLO8tkZ8dKE8H0rPbGjLwnhJJ5gjip3//ewcPyv+9tF5+s3WT+rVOnj5Lvv8fdw+/wDwyeIGIqSUjg9opoOHCfndkiH95asjzU8y9pqGfmEgk5JrLlxT9Hvjuv9/dty0M3PDdS883lp1/7W2rDfTIPu1798jXF84y1l5bWxsxgCGUIn5IhjZgkeyhYtX4CVJ/xdJhnxe0ZSmFvm6/VVdXy7XXXut3NwAAsJJ2+iNgwxoAAJyUzrD1Wp1hRCzmY69hK9cr3kUiEYk5kuU/9eFmOfHU0+SF3brtAjaue9CKRQTQO+3hZpk9e7bs2LHD83Mz3wNDbr+QsSAj83tJEZHehRcDnpfxdWYFh77HD7W1Q9b2DPn7MsxzPfZdcv3OPL/fBmTnD89kWf65c+cSzPYBAW3AItqVb0nD/QAAACiWdkF/0pIJAQAAwizX9biQxeck9CEftn8oj3i8d7uAK71tFzDltNmycW0zwewAiMfjsmnTpqKrIvRt2zBw7wbkkBngTl8/kwUE24cK/OcMnktGZYas51YvOV+e/OVq2bop/4Kh4Zw8Y7bUnnWORCLRvm0Yev478GuXV6GbCvw3NDQY6A28IqANWER742fLSjAAAIC0iHLCg2ENAAD+016PY0S0UQAq3pVOKpWSUaMr5epb7vS0XcCsM88imB0grldFcE1m8D/mY+D/4eYH5FPTZsie3+3y/NwpU6bIYw8XtqglcyuEgcHu3v8me7dhSPY8LpFKDdheIXegPOt7yd7tF5KDA+rZz0mlUpLI2qIhmcw9kDmlZr5MnjZLnnmq8AU/2Wpra6Wurk79fOgR0AYsEmXiFwAABIR6oZ7Ly72BgCI+BYSPtmIKnxeAv9JnrtftAmIxAplBQ1WE8InH4/Ivv3hAlv/dpZ4qNEyePktaPFRoiEYivgfvh5PObE9nyicyguxT7rtX5s6dK3vbdFszNDY2svjDJwS0AYvoJ34BwF72Dm8BlJJ6D20GNgAA+E4b0I4S0QZ8levULWi7AO7cA42qCOGhqdAwtWa+jAlYhYZ01ny0N3X+kFj/z0YcPVauu/0+uWGpt60ZTpoxW1oKzGJHaRDQBiwSxr0mGS4DABBM2gltd0c1AAAER55KncMioA34S1vtiFMXCIaUeK/QIJGeAHBYRCIioyq8B/7POOscgtk+I6ANWER74XA4ng0AAIJKW3mGgQ0AAL7TXo9DNB8OWEk7lObUBYIh+/pNhYZcel6v18B/NEKZcb8R0AYsoi/NycQvAACwi/ZWj2ENAAD+SyqfR4Y24C/tUDpM2ZlAkGk+A8J2+ud6uYUE/uE/lhQAFtHe+GlvNAHAZsS0ALepK88Y7gcAAPAuqaw5Hg3ZpDhgGzK0gXDTfAaE7fzXBvCZq/AfAW3AIuoPUz5NAdgsbEs9AYiI/qY4ycAGAADfkaENuIntAoBw03wGUKGhMClC2r4joA1YhJLjAAAgKFioBwCAu7QZ2syJA/6i5DgQbtxOD0/9accf13cEtAGLaFcy81kKAABsQ8lxAJzPgLu052+MoBjgK3VA22gvAPhFs0A8dNuFUHLcWQS0AYvoM5n4OAUAAHah8gwQJGGb5QKg3QKEeDbgL0qOA+Gm+QSIhGysH7bXGyQEtAGLaD9MlZXAAAAASka9UM9sNwAAgII2oM0e2oC/tGtDOXMB96VSKd2HAB8ABWHtvf8IaAMWYeIXAAAEhbrkOAMbAAB8p104T0AbcBN7aAPu095Khy1IqP+4Y7LCb2F7rwJW0+5XEcbSnCF8yQAAOIWS4wAAuIuyxYCb1Oeu4X4AcAfX7sIwU+E/AtqARbQlx5n3BQAAttHeFCfNdgMAACiQoQ24STtFyKkLuE+95UDIPgD0i++NdgMKBLQBi+gnfvk0BQAAdolqbxMZ1gDWCdcUFwCRYvbQNtwRAJ7o99Dm5AVcp712h416ezTD/YB3BLQBi7DXJAAACAr1Qj0GNgAA+E57OSZDG/CXOumFUxcIrVBeusP4mgOAgDZgEf0e2mb7AQAAUCxWPQMA4K4EGdqAk/QZ2gBcp16MFsJPAE1VCmIw/iOgDVhEv39DGD9Nw/iaATeFb1gMQIR9qQAAcJl2noEMbcBNnLuA+1JUaCgxJiv8RkAbsEgkElFdQJLmuwIAAFAU7ZyY+iYcgH04nQFnJbVz4kyKA74iQxsIL/W122w3nKAZr3Br4z8C2oBldOUu+DgFAAB20YxpRMjQBgDABkkytAEnaReHcuoC4cW1u0DMVfiOgDZgGc1+U0z8AgAA2+gztAEAgN/I8gLcpM7QJqAFOI+kt8JpPvH46/qPgDZgGc0Akg9TAABgG/0e2oxsAADwm+Z6HIlECIoBPtOOpDlzAfepz/8QfgAwXnETAW3AMprPUm0pMBtw7QAAIJi0ZcscHtYAABAYmgxtTcU5AGaxOBQIL3WFBpa0FITPV/8R0AYso9tDuwQdAQAAKIK+5DgDGwAA/KZZOM8enID/9CXHzfYDQPlpA66c/4VhpsJ/BLQBy2guIEz8AgAA2+hLjhvtBgATmOQCQkdzPSagDfhPX3KY8xdwHVsOFI6PPDcR0AYsoyrRlXK77DgAAAge7aQYIxoAAPyVTKWUe2iXoDMAPFFnaBruB4Dy01doCN8ngCoEw2SF7whoA5bR7lnBByqAoOFzDXCbuuQ4Jz8AAL7SXorJ0Ab8p8/QNtoNAD7g/PcilC/aeQS0Acuw3yQAAAgC7e1hkiENEBiczoCbtBXgVBXnABilztAkuAM4jwoNhdNt+wq/EdAGLKO9AQxbMlPIXi4AAM6JRCKqO2Ou8QAA+IsMbcBdZGgC4cX5X2JhC8BYiIA2YBlKjgMAgKDQjGsoOQ4AgL8S2gwvJsQB35GhCYQXFRoKp33FzFf4i4A2YBntDaC2JBgAAECpUMYLAAD3kKENuIsMTSC8tFuShvH8Vwe0jfYCXhHQBiyjvQHkwxRA8PDJBrguohjXsEYPAAB/sYc24C4yNIHw0p//IRTKF+0+AtqAZSh3AQAAgkIzrmFMAwCAv/QBbWaHAb+RoQmEl75CQ/g+AFjE4yYC2oBl9CXHzfYDAACgWJQcB4KB6R4gXCg5DriLDE0gvLSLw8N4/muHLKy/9xcBbcAy2hVRfJYCAADbaFY9c4MIAIC/tBnaxLMB/5GhCYSXekELp3/BmK7wFwFtwDKUHAcAAEGhytBmTAMAgK+0FeDI0Ab8R4YmEF7qBS0h/ARQv2LmK3xFQBuwjPYGkM9SAABgG+3NBkFtAAD8o99D23BHAHimz9A22g0APlAvaOH8LxgzFf4ioA1YRr2HNh+nACzFwBgIL7ZSAcItxdkMOIk9tAGHqUsOc/4CrtNnaIcPH3luIqANWEb7YepqIpO+vIfJXgAAgFII27gGAIAgSJDhBTiLgBYQXlRo8ILF9y4ioA1YJqr9MOXTFAAAWEZ7X6wtdQoAAIqnLVlKhjbgP+04mrMXcJ/2NjqMFRpIsnMTAW3AMupMJj5NAQCAZcJ4YwwAgOuSyuexhzbgPwJaQHip99A23A8nEINxEgFtwDLqvSb5LAUAAJbRZ2gb7QYAAPAgqbwQk6EN+I+Sw0B4cf4XTvuSicH4i4A2YBlKcwJADz7VAPfp99DmEwAIBE5lwEnaU5eANuA/MjSB8FJXaAjhJ4A6oG20F/CKgDZgGf3Er9l+lE/4LpgAAISFdmLb2WENAAABoM3QJp4N+I8MTSC8tOWwQ3n+h/JFu4+ANmAZJn4LE7bXCwBAmLi7UA8AAPfp99BmchjwHRmaQGjpM7TDhwxtNxHQBixDyXEAABAUUW3lGW4TAQDwjXZ+QXvdB2AOGZpAeOkrNPABUDCmKnxFQBuwjPYCwmcpAACwjXpcw8AGAADfaK/DZGgD/iNDEwivlPIDIIznv3rbV6IwviKgDVgmfHtoAwCAoFKX8WJgAwCAbxLsoQ04iwxNILz057/RbjghhC85EAhoA5bRnpTOTvxy9QAAILD0q54B2IQhOxAu2uwjMrQB/zk7PwigaOoKDaG8flNNzkUEtAHLaC8gygXUAAAAJRPhJhEAAOdo5xcIaAP+I0MTCC9KjheOzzw3EdAGLMP+DQAAICi045ok4xoAAHyTVE6IR5kcBnynXRgaDWVICwgW9YIWo70INmYq/EVAG7CMdkUzmUwAAMA26oV6jGuAQOBUBtykDoiR7gT4jgxtILwoOV447StmWwd/EdAGLKP/MDXaDQDwH59rgPPUJccN9wNAkcI3xwWEmjZDO4Tz4YB1CLYA4cWCFgQdAW3AMmErzcn1Egg+znMgvPQZ2m6OawAACAL20Abcpc/QNNsPAOXHHtqF02/7Cj8R0AYsoy3xwbwvAACwDZVnAABwD3toA+7SZ2hyAgOuI0O7cNpqckS0/UVAG7AM+zcAAICg0GZqMaoBAMA/7KENuIsMTSDEtBUawvgJQDzbSQS0ActobwC1JcEAAABsw0I9AAD8k2APbcBZ6gxNo70A4AftlqRhvH6rkwoJafuKgDZgGfZvAIAefK4B7tOWHmWhHmCXUGZtACGmXVhGhjbgPyosAOGlPf85+z1grsJXBLQBy1ByHEDwMDQGwoq9+AAAcI92YRkBMcB/6uxBTl/Aefo9tMP3AaDP0IafCGgDlmGvSQAAEBTam8QkC/UAAPCN9jqsrcwCwBwyNIHwIuGtcGEM4gcBAW3AMuqS41ywAACAZdhKBQAA91CyGHAXGZpAeKkXtHD6F4y5Cn8R0AYso89kMtoNAACAomknxlinBwCAf7QZ2syHA/4jQxuAV9EQfgKoXzFzFb4ioA1YholfAAAQFOp9qRjYAADgG/Ue2tQcB3yn3UObDE3AffoKDUa74QZ1NTnmKvxEQBuwjL40Jx+mACwVxoExABEpYqGe4X4AAIDCsYc24C59hjYnMOA67cLwMAa09YvvjXYDHhHQBiyj3XOKD1MAAGAbbhIBAHCPdkKcPbQB/5GhCYQXC1oQdAS0Acvo99AO18xvuF4tAABuUleeCdm4BgAAm2hLjjMdDvhPnaFpuB8Ayo8FLYWjmpybCGgDllFnaBvuBwAAQLEY1wAA4B7NgvlIJKKeHAZgjjpDk9MXcF7YEt6KwUeemwhoA5bRZzKZ7QcAAECxKDkOAIB7NBna7J8N2EGdoUl4B3AeGdqlRzU5fxHQBixDyXEAQcO4GAgv9UI9crQBAPCNZrKW7GzADtpxNKcwEADK2+hoCGfu9HMV8BMBbcAy6tKcfJoCAADLqPelYlwDAIBvdBna4ZsMB2ykLjluthsAfKBeGM4HQOGYq/AVAW3AMmQyFYiZbgAArKcuOW60FwAAoFCpVEqVoU3JccBtVFkA3MeClsJpt1lgrsJfBLQBy2gHkJoV1AAAAKWknRdjKxUgGDiTAfdoz1sytAE7aPd35RQG3Mc13IMQvuQgIKANWEadycRsEQAAsIx61TPjGsAqzPcA4ZFUrpYnQxuwAxmaQHhpF7SEkT4Gw9/YTwS0ActQchwAAAQF4xoAANyirf5GuWLADknl8ziHAfepF7SE8PQP4UsOBALagGW0JT5cXRzExQMAgOCi8gwAAG7RbvtBhjZgCcUpTDAbCAbtbXQoPwPUi+/hJwLagGW0l4+w7TUZrlcLAICb1Av1DPcDgE84mQHnaLM7Q7n/JmAhKh0B4aUthx3GK7h68b3RXsArAtqAZbQrokIWzwYAAC7QrnpmYAMAgC/YQxtwm2YYzXoUIBjUGdpGe+GGCCnaTiKgDVhGexPIZykAALCN9maDeDYAAP6gXCngNs05zPkLBIN+D+0QfgYQg3HSCL87AGCgXJ+l7Xv3yJa1TfLaqy/Jge79ctio0TL2mONk5oI6qRo/QUTIZAIQPHyqAe7T3hhry50CAIDi6PfQDuFkOGAhzfwgZy8QDPpFaUa7EXDMVvqJgDZgmfTEbyKRkO2t62Xd6jtk1/Yncj723ltvlklTZ8j8Cy6WOfPPKmc3AQAAhqXel4qFegAA+IKS44DbdBnaxrsBwAfsoV04/VyF0W7AIwLagGUiEZHurk65/srL5NmnHh/28Tu3bZWd27bKY/fPlulrmyUej5ehlwAAAMPTTo5xkwgAgD+0l2AytAE7qPbQNt8NAD5g25DChe8VBwN7aAOW6ezokGsuOa+gYHam/35ik8yePVs6OjpK1DMAAABvtDfGxLMByzDjA4SGvuS44Y4AUEkpRtJhDGYBQaTeQ9tsN9zAXIWTCGgDFkkkEnL++efLC23PqZ6/Y8cOWbx4sSQSCcM9AwAA8I6S4wAAuEVZcZyAGGCBVCqlirZw9gLBoFnQIhLObQcoOe4mAtqARZqammTDhg1FtbFhwwZpbm421CMA8BGjRMB56pLjZrsBAAAKRIY24C59uWGj3QDgEzK0EXQEtAGLrFixwqp2AAAAiqEuOU5EGwAAX2gztNlDG/CfPpjF+QsEgeojIBLOKiv6xfdMVviJgDZgid27d0tra6uRtlpaWqStrc1IW6UWwuslAAChQclxINyY8AHcQ4Y24C4ytIFw09xHs6DFG6Yq/EVAG7DEqlWrjLa3cuVKo+0BAAB4pZ0cS5rtBgAAKJA6w5OIGOA77aJQzl4gGDSfAGG9fIf0ZTuPgDZgifb2dqPt7du3z2h7AAAAXkW1t4msegYAwBf6DG2mhgFXsSAFCAbNJTysZz+fe24ioA1Yoqury2h7nZ2dRtsDgHIjngW4T52hTR0vAAB8QclxwF36PbQBBIEuQzucnwDq7dGM9gJejfC7AwB6VFRUGG2vsrLSaHsAoJVrkNi+d49sWdskr736khzo3i+HjRotY485TmYuqJOq8RPK3kcApaG9OeYmEQAAf2gDYmRoA/5LKUfRnL5AMOj20IYX2q0dYAYBbcASVVVVRtsbN26c0fYAoFiJREK2t66XdavvkF3bn8j5mHtvvVkmTZ0h8y+4WM5YcHaZe+hNW1ubrFy5Utrb26Wrq0sqKiqkqqpK6uvrpbq62u/uAVZQr3rmHhEAAF+QoQ24K0mGNhBqqpLjIf0ACOvrdh0BbcAS9fX1smzZMmPtLVmyxFhbNmKeG3BLd1enXH/lZfLsU48P+9id27bKzm1bpeWB2fLIg2vk8DFjJBKxI+sjkUhIU1OTrFixQlpbW3M+ZtmyZTJ37lxpaGiQhQsXSiwWK3MvAXtoT1ttdgmA0vD/CgygXNQBMQvG6kDYaUfQnL9AMKhKjjPS94TF9/4ioA1Yorq6WmpqavIGSLyYO3euTJw40UCvAKB4HR0dcs0l58kLbc95et5vtm6SU6bPlOW33yejKipFIhGJRnputqPSE+BOB7r7vh8Z+P2IiESjgx+f63kRiUgs2vucHI/Z39khl1/8eXl8Y8uwfW9paZGWlhY544wzZNW9jXL4mLhEhIkChI/25pibRAAA/EGGNuAubSlcTl/AfalUSpmibb4vLiCQ7yYC2oBFGhoajAS0GxoaDPQGAIqXSCTk8/UXeA5mp73Q9pzcsPRyufqWOyUWi/VmjKQkYbSXw+vu6lQF5R999FE5edqMvqB8JDuInh2El8zv5w/U5wvsRyIisaEC9zKwvSGD/JL7+4AX+gxtAADgB22Gtg3VlICw0y4K5fQF3Ke9h44a7YVDmKtwEgFtwCJ1dXVSW1srGzZsULdRW1srdXV15joFAEVoamqSxx59tKg2nnlys2zf+IhMm7fAUK+8SSQScsPSy40F5RO9QXkn5QjAD5clP1TwfeDzMp4rPZn16Wz5QZn3BQbf+5+XzsInKF9uubK12vfukS1rm+S1V1+SA9375bBRo2XsMcfJzAV1UjV+gojos0sAAEBxyNAGwod7JCC8wnr6h/RlO4+ANmCRWCwmjY2NctL0GfL8b3d5fv7kE0+UxsZGiUZdWlvF5QMIshUrVhhpZ/3qO3wLaG9vXS/PPLm5qDb8Dsobk0pJMiWSdDUgL4Oz4wdmrPeUncoOhA9Xrr4vCF9g8D1flvxQbWb21yXpMl6JREK2t66XdavvkF3bn8j52HtvvVkmTZ0h8y+4WOZ9+uyy9K+trU1Wrlwp7e3t0tXVJRUVFVJVVSX19fVSXV1dlj4AAGATdclix8YoQBBRchwIL32FBj4BvGDxvb8IaAOWicfjcsvKB+Wqr3zRUwBl8vRZ8uCa+yUej5ewdwBQuN27dxvZRkFEZOe2rdK+d09f9mY5rVt9h5F2/AzKo18qlQpWlnyOIHnOPeLTPx8yqz7PPvTDBOqHCr4nkynZ39khN1x5uTz79OPDvryd27bKzm1bpeWB2TL14eaSjGsSiYQ0NTXJihUr8n5GLVu2TObOnSsNDQ2ycOFCicVixvsBAICNKDkOuEt7h8PpC7iPBS3esD2amwhoAxaqiMfl6lvulO0bH5H1q++Qndu25n3sCafOlDPPv0im1syXisrKMvbSZ1w9AOutWrXKaHtb1jZJ/RVLjbY5nBdfeD5vNqlXfgblESCOZcnv7+qUq7+0WP7osWT/b7ZukpOmz5B/u+dBqYz37D8fyxOszxXUzxl0j4js7+yUyy5aIps3tgzbh5aWFmlpaZEzamul8d57ZcyYMcq/AgAA7lCXHDfcDwDeqTM0QxvSAoKDBS3eaD/3SND2FwFtwELRSE/58WnzFsi0eQv69pp8/dWX5e3uLhk5qkKOPOZYOX1BnYzLCIzwgQrAJu3t7Ubbe/3Vl422V4it65qNtudHUB7wSyKRkBuXXu45mJ32/G93yXe++sW+/eeL1d3VKddccp684LE/j27YIFNOnSHX/df9UlFZOWTAPN++8DnL2+cLwEvGHvLR/mB9ZkA/EpE8Af7B/QEAwAvtvEKUTbQB36mnBTl9AeexoAVhQEAbsFD25GPV+AkFBUC0K6kBoBS6urqMtvd2t9n2CvHaqy8Zbc+PoDzgF5v2n08kEnLD0ss9B7PTXmh7Tq6/8jJjwfWyyVFOfkDAfEBQPHdwPve/CwjW97afHZzP/p3ZwXkC8W5IL7h97dWX5ED3fjls1GgZe8xxMnNB3YBKJNyeAO5RZ2jz0Q34LlfJ4UKu2Tafvm1tbbJy5Uppb2+Xrq4uqaiokKqqKqmvr5fq6mq/uwdYI5VjSUtBY3abPwBKiJLjbiKgDVhIO4nn4oRRSK+ZQChUVFQYbW/kKLPtFeJA936j7fkRlAf8YtP+8zYF18sqlQ5MpCThd1+8GC64LhkB9KzgfKGZ64P/nTs437dHfEa2fO7gfM/PgiyRSMj21vWybvUdebfjuPfWm2XS1Bky/4KL5ZQ5Z5a5hwBM0O6hHfTPQMAF6dPX6zW7rq6ubH0sRCKRkKamJlmxYoW0trbmfMyyZctk7ty50tDQIAsXLnRr0SlQAunrt9fz/4wFZ5exlwHgYgAmQAhoAxbS3gYm+EAFYJGqqiqj7R15zLFG2yvEYaNGG23Pj6A84Afb9p+3KbiOAji2V3xaZKh93nMF12Vg5npmcF4TgB/usYN+Z+/vKyQI1dXZIcsbLpJnn3p82Mfu3LZVdm7bKpOnz5L7Gxvl6Iqji/vDAigr9tAG3JVK9Wyzc/2Vl3m6Zm9ec4883PyAxONx77+z4G8O95Ce73R0dEj9BedLy2OPDdtGS0uLtLS0yLwzzpC7V66WeDxuZPRY2GvK9wo8/i4DHS6oiRy/SNVfQw8a7iG5so1NtFsI/Xva+283efzfOZiUzs4OufHKy2Xn04Wf/xsfmC2nPNysOv9dpo2/uHWHGjwEtAELhSlDG0Bw1dfXy7Jly4y1d/qCOmNtFWrsMccZbc+PoDzgB5v2n7ctuI7gSqVSknI0EJ8ZHO/Zs70/AP92V6d84/ML5YXd3kr2P/PkZjl7/jxpXveoHHH4GBkRjUosGpER0UjffykvD9hHm6HNHtqA/zo63pJrLjnP8zY727ZslFOmz5Tlt98noyoqS9S74XV3dar6/9ijj8q0Gaf73n/AT11dnfLdLy2WP3o8f361dZPMnj1bNm3aFKqgNrchbiKgDVhIex/IHtoAbFJdXS01NTV5S4R5MWnqDBnnQwBp5oI6uffWm42150dQHvCDTfvP2xRcB2yUSqUkkRLJlW+QSCTkuq9d4jmYnbZ71045//zz8+4/H4n0BLfTAe7MYHfPf6MSiwz+fnZgvO+x0YiM6G0zDGXggVIgQxtwUyKRkEu+sMRzMDjthbbn5Iall+e9ZpdaIpGQG5Ze7mz/AT8lEgm5cenlnoPZaTt27JDFixfL2rVrQ3T+KBMKDfcC3hDQBixEhjaAoGhoaDAS0J5/wcUGeuNd1fgJ8slTTjOS3elXUB7wg037z9sUXAdcU+r951OplBxMpORgQuSdon7LYNnB8r7/DgqQR3MEx3M9vv9xBMsRZCnlxALnBOCvpqYm2dQyfJnuoQx1zS61Uo85gCDb3rpeni3y/NmwYYM0NzfLokWLDPXKbupRC/EXXxHQBiykvQ8kQxuAberq6mTeGWfIY48+qm7jU6fNlllnniWRSFSS0lvOtXd/1XKs5Pn0BRcbCWj7FZQH/GDT/vM2Bdf//+zde3yU5Z3///fMhCSEZFARJILbolRS6wHxgCAIcggUFSNLtMFVe7D2K3R7tG73t9pWbb9dddX92m26tvVsDRgPCSpIKmc8QHVRwJL1XA0EUKBOQshpZn5/ICGHSTJz5Z7Mdd/zej4etDG57yvXzOS+7+u+PvfncwFu4+b15/s1WO7rKXvc3yH7vH0WeaztbA2WV1dXq6ysTDU1Naqvr1dubq5GjhypkpISFRQUpLp7cBAlxwF3Ki0tdaSdVFyzJXePOYBUc+r4KS0tTZuAtmlE22StdDiHgDZgIdMMbdMbTwBIlkAgoMcXL9F5519gVDps3LhxWrWsstt1fCLRIwHutkC3Dk1iR6Ld/Pzzn0V72Tb8+f+feMV8bVi6WC+vNc80H3f+VF0w6yL5fL4jvztqngED2M6m9edtCq4DbsL6891LZrBcnTPIYwa/u88uj1WiPePzkuyJBsvD4bAqKipUWlrabcWdW2+9VdOnT9fChQt16aWXplGZSu+i5DjgPtu3b3ekMpqUmms2Yw7AnJPHz8qVK1VdXZ0WDyuaPobHLF5q9UtAu7m5WY8++qjKy8v15ptvat++fRowYIBGjBih888/X9ddd53OO++8Lvt9+OGHGjVqVEK/6wtf+II+/PDDbn/+3HPP6aGHHtKrr76qTz75RHl5efrSl76k+fPn6/rrr1dOTk5cv+ett97Sb37zG7344ovasWOHcnNz9eUvf1lXXnmlvvWtbykjI763dvHixXrwwQe1ZcsW7d+/X8OHD9fkyZO1aNGimO9JLHv37tW9996riooKffjhh4pGoxo1apSKior0ve99T0OGDImrHdiDDG0AXhIMBnXbA0/qzhu+k1AJsbMnTdXK57sPZkufPwDkkwLmxYLisnzpM5o6dao2b96c8L7jxo3T6m6C8tHooWc7jwS5ewjEK3bwvX2AvMN+ksKRqKLqYZt2bUcih/vSe9tH+hJlNI+YbFp/3qbgOuAmrD+fIkkNlutQELxTkLxr8Nungwfq9KNrr9FLcTzQt3LlSq1cuVKFhYUqLy/vcewG+5lOK5g+mA+g7xYvXuxoe/19zWbMAZhz+vgpKyvTLbfc4mibnsIcWEolPaD98ccf66KLLtLWrVs7fL+5uVlvv/223n77bT344IP64Q9/qLvuuqvPpbXGjBkT8/t1dXW68sor9eyzz3b4/t69e7V37169+uqruu+++7R06dJen0C5//77tWjRIjU1Hbm9bGxs1Pr167V+/Xo99NBDeu6553oMJDc2Nqq4uFjPPfdch+//7W9/09/+9jc9/vjj+sUvfqGbb765x7785S9/0aWXXqra2o5rA27ZskVbtmzRH//4R1VWVurss8/usR3YJcAa2gA8Jic3Tzf99lFtWr1CLyx5WFs2buh22zPOm6xZl1+tmXMusWZCNBgMas2aNSouLlZVVVXc+/U2sevz+eSTdKhCozsnARMLvscIlne7bXcZ9kcC9rG37xSIV88BerLkk8Om9edtCq4DbsL68x4UlcLhiMK9bNZQX6ebvzk/4eo6VVVVGnfe+brj0Wc0OBj8PLs8RhZ5N5nkHQPr/g7b2FqK3YuMM7T5eICUqampcbS9/r5mM+YAzDl9/OzYscPR9mxFhrY7JTWg3dra2iGYffrpp+tHP/qRxowZo7q6Om3YsEF33XWXDhw4oHvuuUf5+fn6yU9+0rb/iBEjugTCY/n1r3+txx9/XJJ0zTVd16eMRqO64oortHz5cknSWWedpR/+8IcqKChQXV2dnn/+ef3mN7/RO++8o69+9at67bXXug1Gr1ixQtddd50ikYiOO+44/du//ZvGjx+vffv26Q9/+IOefvppvfrqq5o3b55Wr14tvz920aVvfetbbcHsCy+8UN///vd1/PHHa+vWrfq///f/6r333tPPfvYz5efn69prr43Zxo4dO3TJJZdo9+7dysjI0I9+9CNdfPHFkg5lot99993auXOnLr74Yr3++usaMWJEr+8l7ECGNgBvOXRSCwQCmjBjjibMmKOaD97V+mUV2rdnlw421GtgTq6OGTZcF8wpagtcdXcNTZVgMKhly5apsrJSpaWlWrlyZbfbzpgxQ9dff72Kioqsex1O668s+WSJ9hgc72Mm++Gf9ZIlH452zKzvqS9dHwSwN0velvXnbQquA27C+vPpKRwO684bvmO0VIwkvbd9m2773rW66bePOlt+3Be7rHpv5dbbguPtg+Wd10D3+8gubsd0KTMeOABSp77e2Wtsf1+zGXMA5pw+furq6hxtz1aMW9wpqQHtysrKtoD0hAkTtH79+g43NDNnztTcuXM1YcIEtbS06Ne//rV++MMftpXrHjBggE499dQef0c4HNaaNWskSXl5eSoqKuqyzVNPPdUWzJ45c6aee+45ZWZmtv186tSpmjVrlmbPnq0PP/xQt9xyi+69994u7bS2tuq73/2uIpGIgsGgXnrpJZ100kltP589e7YWLVqk0tJSrVu3To899piuvvrqLu2sXbu2LQB/ySWX6Jlnnml7X8455xzNnTtXZ511lj766CPdeOONmj9/vo466qgu7fzbv/2bdu/eLUl6/PHHVVxc3PazyZMn6+yzz9bll1+u3bt36+abb9YDDzzQ43sJe5ivoW3pjHZPuHYAaWnkqNGuLAEWCAQ0b948zZs3T9XV1SorK9OOHTtUV1envLw8jRgxQgsWLOi2YgzscyRL3r0XpHiC791lu3cIsqvnAH3vWfId95150SVa9cxUvbZhjfFrGztxisZPm93n98iW4DrgJqw/n542rXohoSViYnnj5bXatHqFJsyY41Cv1KEUezL4ulmrvGuQ3B93ML39z9w0adp5XuHwg6h799SqseGAsnMGaciwfE2eU9RhjVoytIHUyc119hrb39dsxhyAOaePn7y8PEfb8xo3hl+8JKkB7ZdeOjJp9K//+q8xn84966yzdPHFF+uZZ57R/v37VV1d3WsQu70XX3xRO3fulCTNnz8/5hrYDz/8cNvXv/3tbzsEsw+bMWOGvva1r+lPf/qT7rvvPt1yyy06+uijO2zzzDPP6N133217Pe2D2YfdeeedKisr0/79+3XnnXfGDGjfcccdkg5NipeWlnZ5X4499ljdfvvtKikp0f79+3X//ffrxz/+cYdtdu/erccee0ySNGvWrA7B7MOKi4s1a9YsrVixQo888oh+/etf67jjjuuyHexjnqHtbD8AAN0rKChgXSFYweYs+XOfr9TZEybpnb/2XnWps9PHnqnnKp5Wbl5er1nrsYL27TPfv3j5fK1fulivxLEWbHfOPH+Kzp85R/L5Do25uJOFx7H+fHpavuTh3jeKwwtLHnY2oJ1k0SQHzP2dA90Wl2OPRA8lj2xa9YKWL3m42wfCnrjvHp0+fpJmX3GNxk+b7aqgPeA1I0eOdLS9/r5mM+YAzDl9/KRLlV/zkuPMA6RSUgPazc3NbV+feOKJ3W7XPjDcfl3qeDzyyCNtX8cqNy4dWmdakkaPHq0vfelL3bY1e/Zs/elPf1Jzc7OWLl3apb2Kioq2r7/+9a/HbCMnJ0eXX3657rvvPm3btk3vvPNOh99ZX1/fVqJ05syZ3Q445s2bp2AwqFAopKeffrpLQHvp0qUKhw/daX3jG9/o9jV9/etf14oVKxQOh7V06VJ9+9vf7nZb2MM0S4x1QAEAgE2CwaDufbxS/7rwGwll/I2dOEXPVzyt44ce41hfXlj6jKZOnarNmzcnvO+4ceO0etlSBYPBtu/1WDq+faBd7bLlI5//d6dtugbnj5SU7219+c7rx7dlz3f4XUeC/tx/I16sP59+Pn7/HUeqWUjSlo0bVPPBux0yeNNZJBJVc7KeQHe4HHso9Jn+/Yff1puvrOv1V2/ZuEFbNm7Q2IlTNGN5x+skgP5TUlKiW2+91bH2+vuazZgDMOf08bNgwQLH2rIaz+G5UlID2ieffHLb1++//76+8pWvxNzuvffek3ToidKeAs6d1dXVtQWZv/CFL+iCCy6Iud2+ffskqdfs5PY/X7t2bZeA9vr16yVJY8aM0fDh3T/pNWXKFN13332SpA0bNnR4TZs2bWoL2k+ZMqXbNjIzM3XeeeepqqpKmzZtUktLiwYMGNClL7210/5nGzZsIKDtEsYlxx3uh82YiwUAwB3ygkHd9NtHtWn1Cr2w5GFt2bih223POG+yZl1+tcZPm+14qbNgMKg1a9aouLhYVVVVce9XWFio8vLyLpP0NmfG96TXYHiMwHn48DbqLjgfu+x8d/8dz+/s8DAAD22mBOvPp58NyysdbW/9sgpXLjHjOg5mlzfU1+nfvjlfHya4hvobL6/V1KlTtWbNGoLaQAoUFBRo2rRpWrXKvBrRYam4ZjPmAMw5efxMnz49bZbQM87Q5tY0pZIa0C4pKdHNN9+sUCik22+/XXPmzOlSXnvz5s16/vnnJUlf+9rXEhr4Pvnkk2poaJAkXX311d2WNxo0aJD+/ve/67PPPuuxvfY//+tf/9rhZ/X19aqpqZF0aJDQk/Y/3759e4eftf/veNqpqqpSa2ur3nnnHZ1yyild2hk8eHCPwfX8/Py2TO/OfYG9TNeecuUa2gA8z12hHgBO8/t8CgQCmjBjjibMmNO2Fue+Pbt0sKFeA3Nydcyw4bpgTlGHyadkJLIFg0EtW7ZMlZWVKi0tbaucFMuMGTN0/fXXq6ioSH6/3/nOpIgbA/HRtjXbE8lc7yGYrs8D8u23kVl7PQXrvRCIZ/359LJ3T62j7e3bs8vR9pBc4XBYd97wnYSD2Ydt3rxZxcXFWrZsWcwlBwEk18KFCx0JaKfqms2YAzDn1PGzcOFCB3rjDj4X3Q/jiKQGtIcOHaqHHnpIV155pV566SWdc845+sEPfqCTTz5Z9fX1eumll3TXXXepublZY8eO1d13351Q++3Ljcdaq/qwL3/5y3rllVe0fft2ffLJJxo6dGjM7datO1JO6aOPPurws5qamrYJid7WJTnhhBPavv744487/Kz9fyfaTvuA9uF24lkj5YQTTtBbb73VpS+9ORzA705trbM3uzjCdO0pD8yZAQAAj+k8rBk5anRcGXvJelAvEAho3rx5mjdvnqqrq1VWVqYdO3aorq5OeXl5GjFihBYsWJA2T6a7gc93aLrh0EOf7pl4OBKI76msfNc14OMN1ncpLx858vti/Y5YmfnhdtvECsSfO222xk6cktCSAZ2NnThF46fN7uvbiX7Q2HDA0fYONtQ72h6Sa9OqF/p0rEtSVVWVKisrNW/ePId6BSBeRUVFOn/qNL20xjyofdakqZox5+JOD3P2PvYyHp2123HGRZdo1TNT9dqGNaat6exJUzXrokvk7/RQjVOjxy7txNFwfL+741aG08KGv7vTPnHt5Ovhv8w7Y9TfOL5pErhM6Wsy+AMY8Y/ztLqiTH9Zv9rgNx5SWFiooqIi4/1dx/A4I/ySWkkNaEvSZZddptdee0133323HnjggS5lvI877jjdcsstuu666zRo0KC42/3oo4+0du2hgfbEiRM1enT3pUQuvfRSvfLKKwqHw7rpppvayoG398477+jBBx9s+++6uroOP2//37m5uT32rf3rqK/veAPndDu9tdG+nc5t9KZ9QB39K50ytN0zJQkAAEwETJdS6YdhTUFBgW655Zbk/yKkpSOBeHeNeKOdAuWTlz6jyVOm6u23tiTc1phTT9f/++Mjyh40SOFIVK2RqMKRyOf/H1Vr9ND/R/rjgEevsnPin5OJx8Cc3ucrYI/lSx52pJ3S0lIC2kAKBAIB3fOHR/S1S2brfYNKC+PGjdOq5ytTumzA+OcrNXXqVG3evDnhfceNG6eVKe4/kEp/Klus2TOmGx//5eXlnqpM1ht33aHhsKQHtFtaWvT444/r2WefjVlybffu3SorK9PJJ5+siy66KO52H3vssbb2esrOlqTrr79e//Vf/6Wamhr9/ve/V0NDg37yk5+ooKBAdXV1WrZsmW688UbV19crMzNTzc3NOnjwYIc2Ghsb277OzMzs8fdlZWW1fZ3sdnpro307nduAvYzX0GYeCAAAWMY0lufGB/UAL2gLxAcOHbzDhhyt35c/qx9ce3VC2ZtjJ07RU+XlOvH42BXS2ot8Htg+HOhuH+xuDUcUjh75Wef/b/s6emjb1k5tESyP35Bh+Y62d8yw7pdHg10+fv8dR0qVStLKlStVXV3d6zJ7AJyXk5un2x54Unfe8J2ErtkXXDhdz1Y8nfJgcDAY1Jo1a1RcXKyqqqq49yssLFR5eXnK+w+kUm5e0Oj4P2/KNK1Y+gzHT5y8sKyUmyU1oH3gwAHNmTNH69atUyAQ0I033qhvfOMbOvHEE9XY2KiNGzfq1ltv1YYNG3TJJZfonnvu0fe///242n700UclHQrWXnHFFT1uGwwGtXTpUs2ZM0e7du3SY489pscee6zLdgsXLtS6deu0bds25eXldfhZdnZ229fNzc09/r6mpqa2rwcOHJi0dhoaGnpto307ndvoTW8lymtra3Xuuecm1Cbik04Z2gAAwNvMH9RjXAPYIjcvqJt++6g2rV6hF5Y8rC0bN3S77RnnTdasy6/W+GmzlRvnxJjf55M/4NOAJCy7ezhY3j7wffjrI8HxSOwgeftgeefscg8GyyfPKdIT993jWHsXzClyrC0k14bllY62V1ZWRgUUIAWi0UNB7USv2YuuKVEw6GyVDlPBYFDLli1TZWWlSktLtXLlym63nTFjhq6//noVFRWlVWYp0B2T4/+K4n9My2C26YP33hr9u09SA9o///nP29alvv/++zuUG8/MzNTMmTN14YUXqrCwUKtXr9aPfvQjXXjhhTr99NN7bHfTpk2qrq6WJM2dO1dHHXVUr30588wz9eabb+rXv/61lixZ0mH959NOO00/+clPdNVVV+nYY4+VJB199NEd9m8f4O6tdPeBA0fWnepcEtzJdhoaGuIqI364nXjKk7cXz/rcSA7W0AYAAF7hN3xSz2NxIsD1AoGAJsyYowkz5qjmg3e1flmF9u3ZpYMN9RqYk6tjhg3XBXOKNGJU98uBpUIyg+XRaKygd6z/j8T+fudge7uAeTgFJ8GRo0brtHPPdyRT9/Txk6z7W0D39u6p7X2jBOzYscPR9gDE5/ADoYleswMBu4LBgUBA8+bN07x581RdXa2ysjLt2LFDdXV1ysvL04gRI7RgwQKNGTMm1V0FrBE1Pf7T9GEQk7XVJRHRTrGkBbSj0WjbmtQnn3xyl7Wz2zqQkaHbbrtNkyZNUiQS0YMPPqh77un5ieBHHnmk7eveyo23N2zYMN1zzz265557tGfPHv3973/X0KFD24LXtbW12rt3ryTplFNO6bBv++BuTU1Nj7+nfWZz53WoO7dz9tlnG7eze/fuXvvSvh3WxHYP08sImUwAAMA2VJ4B3K/zYTxy1GiVLLohJX2xic/nU0bAp4xkBctjZJP3GDCPRtUa7hhc77p9pMdg+VevuMaRgPbsK2LPAcFOjQ0Het8oAXV1dY62ByA+scbP8VyzTSsq9YeCggIqPgBxiDW6i+f4t/jwtxKzFKmVtID27t27tW/fPkmHsqN7ctZZZ7V9fTjzujstLS1asmSJpEMB6tmzZxv1b9iwYRo2bFiH761fv77t6/Hjx3f4WW5urk444QR9/PHHvfax/c+//OUvd/hZ+0B5vO1kZGRo9OiOTzafcsopev311/XZZ59p165dGj489tpUtbW1CoVCMfsCe7GGNgAA8ArGNQCQOJ/PpwyfTxl+Kcvhtg8Fy9WlhHo4EtXZ31igV59/QutWvWjc/tiJUzR+mtlcDVIjO8fZUsOdl/ED0D9Mx8+mD6ACsIfp7bNxprLLEch3p6QFtDMyjjTd2tra47YtLS0x94vl+eef16effipJWrBgQa/bJ+Lxxx9v+7q4uLjLzydNmqSysjL97//+b49B5LVr17Z9ff7553f42TnnnKPMzEw1Nzdr7dq1+ulPfxqzjebmZr366qsd9uncl8PriK9du7bbdcR76gvsRSYTAADwCsY1AGCXQ8FyKcMfiBEsz9KzzzylsyZM0rt/3Zpw22PPPFOrnq/UoNy8TiXVY6xTHo12+V5P65anqhR7OhgyLN/R9kaMGOFoewDiYzp+tjlDG0B8TG+fOfwTEyVHO6WSFtA+5phjFAwGFQqF9Morr6i1tbXb4HP7oOuoUaN6bLd9ufHuypib2Lhxo5YuXSpJmj59ugoKCrpsU1RUpLKyMknSQw89FDMY3dDQoCeeeELSoSzqk08+ucPP8/LyNH36dC1fvlwvvviiampqYq5V/fTTT7dlVl922WVdfj537lxdf/31bWXauwtoP/TQQ5Ikv9+vuXPndvfyYRnzNbTT6YSaTq8VAAD3Ms/Q5loPAKkQDAb1X2VL9dPrv643Xl7b+w6fGztxiiqffkpHHzVYkpTZy/YmOpdi7/L/XdYlb1dqPapu1zM//HV63VMfMXlOkZ64r+fl/xKxYMECx9oCED/zDG0iWoDbmY5h0vXoN33daTpUtEbSAtp+v18XXXSRysrKtHPnTv3qV7/Sz3/+8y7b7d+/X//yL//S9t8XX3xxt23u27dPzz//vCTptNNO09ixY+Puz0cffaR/+Id/iPmzd999V/Pnz1c0GlVmZqbuvffemNtddtllOumkk/Tee+/p17/+tYqLi3XSSSd12OYnP/mJ9u/f3/Z1LDfccIOWL1+u1tZWLVq0SE8//bQCgSOLbn366adt78lRRx2la6+9tksbw4cP15VXXqlHH31UK1as0JNPPqn58+d32Ka8vFwrVqyQJF111VXdZpTDPpTmBAAeWwG8gnENALjP0UcN1k2/fVSbVq/QC0se1paNG7rd9ozzJmvW5Vdr/LTZyh6Um9R+JbMUu3ToYap4Msm7ZJxHYwfJO3/f1lnQkaNG67Rzz3dk/fTp06drzJgxDvQKQKLMM7Qd7giAfmdecjxNpe0Ld7ekBbQl6Wc/+5kqKyvV0NCgX/ziF3r99dd1zTXX6MQTT1RjY6NeffVV/ed//qc++ugjSYcGvYWFhd22t3jxYjU3N0tKPDt74cKF+tvf/qarr75aZ599to466ijt2bNHK1as0H333aeGhgb5fD7993//d4d1rtsbMGCA7r33Xl1yySUKhUI6//zzddNNN+ncc8/V/v379Yc//EFPPfWUpEMlwa+66qqY7UybNk1f+9rXtHjxYi1dulQzZ87UD37wAx1//PHaunWrfvWrX7W9J//+7/+uo48+OmY7v/rVr/TCCy/ok08+UUlJiV577bW2BwKee+453XXXXZKkoUOH6pe//GVC7xdSy/TBSDKZAFiJQSKQ1ig5DgDuk5nhVyAQ0IQZczRhxhzVfPCu1i+r0L49u3SwoV4Dc3J1zLDhumBOkUaMGt22X3NrJIW97ju/zyd/wKcBgd63TVQ0GlUkqk5B8hil2OPJOI92LMfeGokq0scnwb56xTWOBLQXLlzY5zYAmCFDG0hf5iXH0/P4N107nFmK1EpqQLugoECVlZUqKSnRp59+qmeffVbPPvtszG2nTZum8vLyHts7XG48EAjoyiuvTLg/27Zt04033hjzZ8ccc4z+67/+SyUlJT22MWfOHP33f/+3vvvd72r37t3653/+5y7bnHvuuXrmmWc6ZF139sADDygUCmnZsmVavXq1Vq9e3eHnfr9fN998s77zne9028YJJ5ygZ599VkVFRdq1a5duv/123X777R22GT58uCoqKmKWNYe9AsYlxx3uCAAAQB+ZTpAxrgGA1MkK+Dv898hRo1Wy6IZe92sOuzugnUw+n08BnxTw+1Jajr1r8PxQYPzSoiKtfOZxvb5hjXEfCgsLVVRU5NhrApAYMrSB9MXazokxPu3xNqdUUgPakjRjxgxVV1fr/vvv1/Lly/XWW2/p73//uzIyMjR8+HCdc845WrBggebOndvj0yDvvPOONm7cKEmaOXNmwuWz//Vf/1VjxozR+vXr9fHHH2vv3r066qijdNJJJ2nu3Lm69tprNXTo0Lja+va3v60JEybo3nvv1cqVK7Vz504NGjRIX/7yl3XllVfq2muv7Xa98MMGDhyo559/Xo8//rgeeughvfnmm/r73/+u4447TpMnT9Z3v/tdTZgwode+jB8/Xlu3btX/+3//TxUVFfrwww8lHVqL/NJLL9UPfvADDRkyJK7XBXuQoQ0AALzCNKAdpuY4AKRMZqeAdryaXJ6h7WZOlGMvK1ui2TOn6/3qbQnvO27cOJWXl8vvN/vbAdB3xmvopmmGJuApxhnaznbDNQxfNw8OpFbSA9qSNGTIEN14443dZkfH40tf+pLxRVmSzj//fJ1//vnG+3d26qmn6ve//32f21mwYIEWLFjQpzaOPfZY3Xbbbbrtttv63B/YgbUmAQCAV1ByHEhjHMaulZlhFpQkQ9vdBuXl6bYHntSdN3xHb7y8Nu79JkyZpheWPqNgMJjE3gHojXHJcVK0AdczHXan65IDpq+aaYrU4rFJwEKm15G+PPThNunzSgEAcDdKjgOA+2QGzM7dBLTdLRKVcnLzdNNvH9WNd/9Bp4+f1OP2Z5w3WTfe/Qf97k9PEcwGLGBcctzhfgDof6a3z+kZzoZb9UuGNoDE+H2+Q1HtBAeiZGgDsBGDYyC9kaENAO5jnKFNyXFXO3ztDQQCmjBjjibMmKOaD97V+mUV2rdnlw421GtgTq6OGTZcF8wp0ohRoyVJGYYl6gE4iwxtIH0ZJ7ql6eFvutQCsxSpRUAbsJTfl/hANMIpFQAAWMb0RpGANgCkjvEa2mRou1qsOYiRo0arZNENPe6XruVKAdsYZ2hzCAOuRzw7Men6ut2ORygBS5ncEJKhDQAAbBMwDmg73BEA/S7KA7eulWUY0G4hQ9vVTINhAaJhgBXMA9ocw4DbGZcc5/hPCM/dpxYBbcBSJteSdFpDGwAAuIPp/TEZ2gCQOgG/z6gELRna7hYmuxNwNdMHQjmEAfczjQuk6/FvHsdnniKVCGgDljLL0E6jE2oavVQgfXGgA15guiYfGdoAkDo+n08DDLK0I5GoWjmBu5bplALZnYAdTOYFfT4fGZqABxhnaDvaC+9jlJtaBLQBSxkdnNE0C2oDAADrmd5wMKYBgNQyLTveTNlx1wobPoxAQBuwg8nw2fThUwB2MV5DO02v4aavmmmK1CKgDVjKdEDptpNqel4yAQBIH+YZ2i4b1ACAx2RmGAa0KTvuWubr7zrcEQBGTI5hjl8gvaVpPDuNX7i7EdAGLGV6SmXyFwAA2MQ0a4uKtQCQWsYZ2gS0Xcv02kuGNpB60WjUMKDN8Qt4AWtoJyZdX7fbEdAGLMXkLwAA8ALTrA8e0gOA1BpgmqFNyXHXIkMbcK9o2/8khuMX8AbjNbQ5ByTE9MEBOIOANmAp04sJk78AvIKzGeANpg/pMaQB7MFEV3oiQzv9mAe0OUkAqUaFBSC9GQe00zRX2XgNbUd7gUQR0AYsZT75y2kVAADYwzTrI0zZGQBIKdM1tJvI0HYt44AYKZ5AypnOB3L4At5gHBNI03OA6bM8zFKkFgFtwFLm5Tmd7QcAAEBfGC+jwq0iAKRUJhnaaYeS44B7mR6/PjK0AU8gnp0oItpuREAbsJT5GtouO6um71UTAIC0QMlxIH1xGLtbZsDs/M0a2u4VMXxCnpLFQOqZJrgEOH4BTzAvOZ6eKDnuTgS0AUuZPiHJ5C8AALCJ6RyZ6aQ6AMAZpiXHydB2LwJigHuZZ2g73BEAKWGcoZ2mJ4E0fdmuR0AbsJR5yXEmfwF4BKczwBP8Pp/RTTLxbABIrSzDkuNNBLRdi4AY4F6mY2cqLADeEDWcROMMkBjT9xnOIKANWMp8vcn0wKUDAAD3MBnW8JAeAKSW8RralBx3LfM1tJkOB1LN/Ph1uCMAUsI8Q9vZfriF8ctmmiKlCGgDlqI8JwAA8AqTiW4C2gCQWgG/T36DSAclx93LOMOTiBiQcqbzgTyQAqS3dC05bhp8YZYitQhoA5YyHVC676SaphdNAADSiMk8N8/oAUBq+Xw+oyztSCSqVk7irhQ2fJgswG09kHKmjxIR0Aa8wXTkla5ngHR93W5HQBuwlPEa2kwcAAAAy5hMlEWjUUXJ0gaAlKLseHqh5DjgXuYZ2g53BEBKmN47cwlPDFMUqUVAG7AUa2gDAACvMB7XcLMIACmVmWEY0KbsuCuZTtIS0AZSj+MXSG/Ga2inaa6y6akv6sL6uF5CQBuwlPEa2jwmBMAy6Tk0BtCeceUZxjUAkFJZphnaBLRdKWz4JBnxMCD1TJcM4PgFvMH4zplzAFyEgDZgKeM1tJn3BQAAlmFcA6QpjmHXM87QpuS4K5nEs30+HxmegAVMyw1z/ALeYFxy3OF+uIXp62aOIrUIaAOWMj043ZbJlK4XTQAA0olphrZppgkAwBmma2g3kaHtSibzCay/C9jBdKkeAtqAN5jeOafrGcBn+tC9w/1AYghoA5YyPam6LaANAAC8z3wNbcY1AJBKZGinF5PrruncBQBnmY6beSgF8AbjgHY6X8fT+bW7FAFtwFKmA0rmfQF4BaczwDv8hgMbxjWAHZjqSV+mGdqsoe1OJhmeASaDASuQoQ2kN9N753Q+BZi8dOYoUouANmApMpkAeEYaD44BHGL6oB7jGgBIrSzTgDYZ2q4TiUaNZmn9zCwCViBDG0hvrKHdX5ijSCWGnYClzAPaDncEAACgj8yXUnG4IwD6FYew+w3IMDt/s4a2+5gHw5gKB2zAMQykN0qOJ87kpXN/k1oEtAFLmV5LyGQCAAC2MS1HyrgGAFKLDO30QbliwN1Mh80cw0B64wyQIKYoUoqANmAp0wEl874AAMA2PKgHuB1TXekqM4M1tNNFxDCiTbliwA5h03LDHMOAJxiXHE/jc4DRGtqO9wKJIKANWIq1JgEAgFewlAoAuFPA55Pf4Oa0ORwxnlhFapChDbgbGdpAemPYlbh0LrfuVgS0AUuRoQ3AOxggAunO+EE9ItoAkFI+n0+ZBmXHI5GocbYgUoP1dwF3Mz+GHe4IgJRgDe3+wQObqUVAG7AUpTkBAIBXmGdoM64BgFQzCWhLUnMr53A3IRgGuJvxMcxBDHiCcclxh/vhJpQcdx8C2oClKM0JAAC8wnhc43A/AACJYx3t9GBccpxgGGAF42PY2W4ASBHjDG1He+Eyaf3i3YlrFmAp1tAGAABeQclxwOWY7ElrWcYZ2gS03YQMbcDdWDYASG+mIYF0LjlulKHNFEVKEdAGLGW8hrbD/QAAAOgrKs8AgHuZZmg3kaHtKgTDAHejygKQ3szX0Ha0Gy6T1i/elQhoA5YyXkObmV8AlmF4CIDKMwDgXsZraBPQdpWI4ccVSO+ZcMAaVFkA0lvUMKSdzqcAkyEMMxSpRUAbsJT5WpPpcVplfhsAAPcwz9Dmgg8AqWa8hjYlx10lbHjNJZ4N2MF02EyVBcAbzEuOO9sPz2OOIqUIaAOWSpfSnFw0AQDwPtNShtwrAkDqkaGdHkwfIiNDG7CD6UMpBLSB9OZL4xxt01ceZaIiZQhoA5YyHU9yQgUAALYxvekwnZgD4Kz0neaCJGWZBrTJ0HYV4/V3CYYBVjCdD6TkOOANpueAdL6MGwe0He0FEkFAG7BUumRoAwAA7yNDGwDcy7TkeBMZ2q7C+ruAu/FQCpDeuHc2wOnPdQhoA5YyvSlkrUkAAGAb03ENGdoAkHrGJcfJ0HYV44A2EW3ACqbHMPFswBtM75zT+RRgWm6daYrUIaANWMr0CUlOqAAAwDY+43ENAxsASLXMDLNzOGtouwvZnYC7cQwD6c3oFODzGd+re0Eav3TXIqANWMr0fEqGNgAAsE2ApVQAwLUCPp9RFm5zOMKDSS4SMbzokqAN2MH8GOYgBrzAZMzF0W+G0W3qENAGLGVatouJXwAAYBvTeTIe1AOA1PP5fEZlxyORKEtHuIj5GtpMhwM2iBiGWHgoBfAGkzNAul/CjV8+49uUIaANWMr04GTiF4BXcDoDvIMMbSA9cQh7R2YG62h7HeWKAXczvX/mGAa8weQckPZHv+EbwD1O6hDQBixlmqFNSTcAAGAbMrQBwN1MMrQlqYl1tF3DPEPb4Y4AMGJacpx4NuANZhna6X0CSO9X704EtAFLma+h7Wg3LJY2LxQAANczzfwwnZgDADgryzCg3dLKedwtjAPaRLQBK5gMm30+HxnagEeQ5GbCNKHQ4W4gbgS0AUv5fD6jp6TIZAIAALYxDmgzrAEAK5iWHCdD2z0oOQ64m8l8IIcv4B1GJcfT/Bxg+vKZpkgdAtqAxUwuKkz8AgAA25gmb/GgHgDYwbTkeDMBbdcIG04mkKAN2MFk3MwDKUB686V70W3jl888RaoQ0AYsZjKwpLwIAACwDRnaQJri3sQzTDO0m1sJaLuF6dEaICAGWMFk3MwDKYB3RA2u5Ol+CTfO0OYWJ2UIaAMWMxlYMvELAABsYx7QZmADADYwXUObDG33iBhnaKf5bDhggWg0apTgwvELeEM0GjV6Mi3dzwCUHHcfAtqAxUzW0DYdxAJAsnCPDICS4wDgbmRoe1/Y8JrLWB9IPdMRMwFtwBtMzwHpfgowib0gtQhoAxYznfxNh6nfdHiNAAB4BSXHAcDdTNfQbiJD2zVMr7mUHAdSz7zCgsMdAZASps+Bp/0a2oaYpkidjFR3AED3+lKe081PWdZ88K7WL6vQ3j21amw4oOycQRoyLF+T5xRp5KjRqe4eAABIEBnagLu5984CTjENaJOh7R6m11wCYkDqmT6Q4ua5QwBHkKHdz5inSBkC2oDFjDO0XXhODYfD2rTqBS1f8rC2bnop5jZP3HePTh8/SbOvuEZTZs3p5x4CAABTfsNBDcuoAIAdjEuOk6HtGsYBbSLaQMqZHr8EswBvML1vTvdTgOk5kFmK1CGgDVjMdB0Ht2UzNdTX6Y4fX6c3X1nX67ZbNm7Qlo0b9OL5UzVpWaWCwWA/9BBAarjrXAage6Y3ymFOAwBghQy/T36/L+Gyts3hiKLRKGsUugAZnoB7cfwCMJHup4A0f/muxBragMXSYb3JUCikm785P65gdnv/89IaTZ06VaFQKEk9AwAATvH5fEbBDDK0AcAeJmXHI5Gowm66QU1jrMELuJf5kgEcwIAXsIa2KdNKcg53A3EjoA1YzOvrTYbDYV1++eV6v3qb0f6bN29WcXGxwuGwwz0DAABOMylJSgwEAOxB2XFvIyAGuJf58etwRwCkRNS0wmGanwMYwrgPAW3AYqY3hi6JZ6uiokJ/rqrqUxtVVVWqrKx0qEcAACBZTCbM3PKQHoDYOIK9JcsgQ1uSmghouwIliwH3Mh0yc/wC3mCeoQ0T3OOkDgFtwGKmFxW3TP6WlpZa1Q4AAEgekwmzSDRK2XEAsIRJyXFJam4loO0GZHgC7hXm+AXSmukdc7o/1GL66pmjSB0C2oDFvLyG9vbt27Vq1SpH2lq5cqWqq6sdaQuAPVxwKgOQAKMJsyjnAgCwhXnJcc7kbmAS0Pb5fPKl+WQ4YAMytIH0RnwV6SIj1R0A0D3TcaUbMrQXL17saHtlZWW65ZZbHG0TAAA4py8P6pE9AgCpZ5yhTclxVzB5MJ7rM2AH4woLHMSAJ5iuoZ3uz7R0fv01H7yr9csqtHdPrRobDig7Z5CGDMvX5DlFGjlqdNt29kdevIuANmCxgIfX0K6pqXG0vR07djjaHgAAcJZpQPtQOa80v9MGUo1DEJKyTDO0KTnuCiYBMYJhgB1MA9ocwYA3mK+hnd5nAZ98CofD2rTqBS1f8rC2bnop5nZP3HePTh8/SbOvuEbnXjiLiHYKEdAGLOblDO36+npH26urq3O0PQAA4CzTOW83jGsAIB2YZmg3kaFtvWg0qohBijbligE7mC49yEMpgDeY3jGn+2X8QH1Ity28Rm++sq7Xbbds3KAtGzdo7MQpOufppzR44JB+6CE6Yw1twGLmpTntn/jNzc11tL28vDxH2wMAAM4yHdew9CoA2MF0De0WMrStZ3qpJRYG2MG45DjHMOAJUao0JCwUCmnR1y6NK5jd3hsvr9Uls2YoFAolqWfoCQFtwGLmGdrO9iMZRo4c6Wh7I0aMcLQ9AADgLOMMbTcMbAAgDZCh7V2m11oytAE7GGdocwwDnkCGdmLC4bCKi4v19ltbjPbf8uYbKi4uVjgcdrhn6A0BbcBifVtr0m4lJSWOtrdgwQJH2wMAAM7y8rgGANKBaYY2a2jbj2AY4G5kaANpjjW0E1JRUaGqqqo+tVFVVaXKykqHeoR4EdAGLGa+1qSz/UiGgoICTZs2zZG2pk+frjFjxjjSFgAASA7zpVQc7giAhKXnVBc6I0Pbu8IEwwBXMw9ocxADXmB8y5ymp4DS0lKr2kH8CGgDFvPyGtqStHDhQqvaAQAAyWO+lIo7xjUA4HUZfp/8BhHMlnCEahuWIxgGuJvpKZZjGPAG1tCO3/bt27Vq1SpH2lq5cqWqq6sdaQvxIaANWMzn8UymoqIiFRYW9qmNwsJCFRUVOdMhAACQNAGPj2sAIB1kGWRpRyJRhTmZW8304wmQog1YgZLjQHozHWWl40MtixcvdrS9srIyR9tDzwhoAxYzHVi65en3QCCg8vJynVhwqtH+48aNU3l5ufx+TmWAJ7njVAYgTmRoA4D7DTBcR5uy43Yzvdam3zQ4YCfTh1LSMZgFeJHpLXM6ngFqamocbW/Hjh2OtoeeEQUCLGZcctzhfiRTMBjUbQ88qbETpyS037jzp2r16tUKBoNJ6hkAp6TjABlAV15fSgUA0oFJhrYkNRPQtlrEMBpmUoIegPOMH0rhEAY8IWqaEZKG54D6+npH26urq3O0PfQsI9UdANA903tDt0385uTm6abfPqpNq1fohSUPa8vGDd1ue8Z5kzXr8qs1ZdZFBLMBAHAR00lvqtQC7sXh6z2Zhhnaza0EtG1m+umYLicCwFnmJcc5hgEvIEM7frm5uY62l5eX52h76BkBbcBipmtouyyeLelQ+fEJM+Zowow5qvngXa1fVqF9e3bpYEO9Bubk6phhw3XBnCKNGDVakigzDgCAy6TLg3oA4GWZxhnanMttZpyhnY4z4YCFKDkOpDfTUZZp7MHNRo4c6Wh7I0aMcLQ99IyANmCxdJ34HTlqtEoW3ZDqbgAAAAeZlxx3uCMAAGPGAW0ytK1GdifgbubHsMMdAZASUdNlBxzuhxuUlJTo1ltvday9BQsWONYWekeKI2AxJn4BpDNOZYC3pOuDegDgJVmmJcdZQ9tq5tmdzvYDgBkytIH0Zp6h7Wg3XKGgoEDTpk1zpK3p06drzJgxjrSF+BDQBizGxC8AAPAK8wf1GNcAgC1MM7SbCGhbjQxtwN1YNgBIb6yhnZiFCxda1Q7iR0AbsJj5Gtren/j1/isEAMBbqDwDuFm6Tnehs0zTDG1KjlvNOLuTaBhgBdPhMg+lAOktHdfQlqSioiIVFhb2qY3CwkIVFRU50yHEjYA2YDHTA5SJXwAAYBsqzwCA+xmvoU2GttVYfxdwN/MMbQ5iwAtYQzsxgUBA5eXlKjj1dKP9TzvjTJWXl8vvJ7za33jHAYuZPiXFxC8AALCN6YQZwxoAsAcZ2t4UJhgGuJrpPCCHMOANrKGduGAwqD8++ZzGTpyS0H5jJ07Rk8+9oGAwmKSeoScZqe4AgO4F0mXi1ydqiAMA4HGmk96mk+wAAOexhrY3mc4hENAG7GA6XDaddwRgF/M1tNP7HJCbF9RNv31Um1av0AtLHtaWjRu63faM8yZr1uVXa/y02crNy+vHXqI9AtqAxUzHlWRoA7BJuq7JA6Aj07KkpuXTAADOy/D75Pf7Ei5v29waUTQaZVxoKUqOA+5GhjaQ3ozvmNP8HODTofLjE2bM0YQZc1Tzwbtav6xC+/bs0sGGeg3MydUxw4brgjlFGjFqdNt+zFCkDgFtwGKmTzuTyAQAAGzDuAZwL+O5Lo5fT8oK+HUwEk5on2g0qnAkqoxAms+cWipsHNDm8wRsYDpe5hgGvIE1tA11egNGjhqtkkU3pKYviAtraAMWI0MbAAB4BeMaAPAG03W0KTtuL4JhgLuZV1ngGAa8gDW0zZi+fGYoUoeANmCxtFlDGwAAeJ55hjYDGwCwiek62s2tBLRtZXqtNfxTAOAwlg0A0htraJsxfv1MUaQMQ0/AYumTyZTeF08AsbntTAagZ6YP6lFyHADsYpqh3UyGtrXM19/lXh6wgek0IBnagDdEDWfQ0v4UQDzbdQhoAxZjrUkAAOAV6fOgHgB4m3GGdpjzua0ihs8amD6sBsBZZGgD6c08Qzu9mb9+xrSpQkAbsJjpvWGUiV8AAGAZv+GMGQ/qARZI99kudEDJce8hGAa4m+l42XR8DsAbqLRihtBL6hDQBizGWpMAAMArTG88GNcAgF2yDEuON1Fy3FrmAW0mwgEbGC8b4HA/AKQGGdpmjJMJne0GEkBAG7CY6YOSZDIBAADbmGdoM7ABAJuQoe09xtmdBLQBK5iMl30+H9mZgEewhrYZX9qH9N2HgDZgMeMMbZc9J8SlAwAA7zOvPONwRwAAfZJpmKHdTIa2tSg5DribyXiZ4xfwDp4B71+836lDQBuwmOmTkmlxUk2H1wh4CTfLQNozrzzDRR9wK45eb8oyzdAmoG0t44A2ETHACibHMBUWAO8wHXNTpQFuQ0AbsBgTvwAAwCtMJ80Y1gCAXQaYZmhTctxalBwH3M1kvMzxC3hH1PCmOd3PAuZraDNJkSoEtAGLmV5UKM0JAABsY/qgXpiINgBYxXQN7SYytK0VMZxEIEEbSL1INGoUzOL4BbzDPEPb0W64junLZ4oidQhoAxbz+XxGpT/I0AYAALYxX0ObcQ0A2CTD71PAIBLS3BoxziBCcpk+PEaGJ5B6pqdVlgwAvMP0POBL8xxtSq67T0aqOwCgZ36fFE7wosQcAQAAsA0lxwHAOzIz/DrYHO7wvZoP3tX6ZRXau6dWjQ0HlJ0zSEOG5WvynCKNHDVa0WhUrZGoBgSYPLRN52ttb5/lYckMaFdXV6usrEw1NTWqr69Xbm6uRo4cqZKSEhUUFCTt9wJuE+vhz3iOYeI46E+c05Or81kg3us454Gu4n3vkBoEtAHL+X0+hdtdluI5qbo9kyme12jLK2RABsTLJyV4LnMTzgVA72LdLMc1rmEtFVfgPJhevHYdR+IyA34dVFjhcFibVr2g5Use1tZNL8Xc9on77tHp4ydp9hXXaNroqzRgYFY/9xa9CUejCX+W5144y/GSxeFwWBUVFSotLdWqVatibnPrrbdq+vTpWrhwoS699FIFAgFnOwG4zOGhcqLH8IyvXtyPvUQ64pzef6KG1/F0j2cffv2JvnenXHl5/3USHfii1HuCoZqaGp1wwgmSpI8//lgjR45McY+8adn23TrY1NzrSVVS20l1/LTZmneGez6Pym21am1tTeg1Tpo5R5ecenw/9vKIeAZkkhiQAe1UbKtVOMHjfHLhHF38ldQc5/HgXAAkzuSaP3nmHF2coms+esZ5MH1s2xXS/+76LKFj99wLZ+ncLx6rE44a2I89RX956YO9+tuuT3XHj6/Tm6+si3u/C6fPUMXTTykYDCaxd0jUM6+/q1v++VsJfZZjJ07R6mWVOmrwYEf6EAqFNH/+fP35z3+Oe5/CwkKVl5fz94S0drAlrGdeezfh8/HZk6Zq5fOVHD9ICtNz+hNPPBHzb9KJAJZpFKzrbtHeNnCmv3F/U/rLezu06Bv/lPB1/KE/Pa6Ckcf1+t44FUDs0k7v3zD63fF+1h/ua9AbH9bqPxI8f06aOl3PVz7N+bMXyYgfEtCGMQLa/eOp197Vbd9L/MZyzbJKDXboxjLZyl59W7f/6NsJvcZx50/V6mX9P/DmJhv9KZFLdDIu5n0ZIXTe9YlNb+uOHyU2QBx3/hRVPVvhyLHT7UuJ8zV23iwUCqnkimKtfPHFuPswY+ZM/alsSbevx+nPMP6bH2duGCTnS0PH3VyMX9yXrsT/e53bLNqHu+DU/e3E2qznDau2fqjbf3idtrya2LjmqfJy5SVwLoiruzHf8vheqHn7zon9OTnY/172qwuF9J1rrtT61Svj3v+CaTP03w8+1vZZ9uUq59yEVAL79um6aH5A98sx3suGb9fs0U+v/3pCx+4ZE6bo7j88pH847tg+nVec2C3eMVUyJ8zMfn98fxBG/TbYp/2Ob+/coxv+6TJ9UL0t4SYKTj1dDzz1nAblxTivx9ExR6/xXh0bdd6vh47U14X0zX+82OizHPOV0/W7JUuVG+uzPPy742invi6khVfM1f++tSXhPpz8ldNVurgy9t+TQV/MT9dxnmcMPkRHxw/xHQRmfeg9xmOsa7cdPE4dash0XGN6jTy8SSgU0g1XXaYPDY7h0aecpjseeUaDcvPi/G0JddHob8Lo7Y/r2th7y6ke48fzd+7E73bq2hS7maga6ut08zfn6/3tif9Nnlhwqm574Enl9Po3icMa6ut00zfnG13HRxWcql+m8fsdCoX082uLjc6fZ555ptasWcN8fw8IaMMqBLSTLxQK6awJk/TuX7cmvO/oU07T3Y9VaFBuXp8mC7v9rkOT7Afq6/TDK4uSNPBO4PXEseGB+jrdePU8vbc98c/jpC+fptsfeTqxAULcg+QkBD37YTK12zaTPBmf4K9JrM14v5tmV96G+jr92zfnGx3nNt7MtN2ceeT1AP3Fa+eCdMZ5ML0wSYbOwuGwblt4ld58Za1xG2MnTtFNv32Uqg0pFg6H9ctFV+mNl1P3WdrQB8CtOB/DNpzT+xfvtzknzp+FhYVatmxZ2r138UpG/NDf5xYAJEU4HFZxcbFRMFuS3v3rVv3su9/U/gONqmtsifNfa8x/9bH+NcX370AP/0INTbrln79lNLF9+DXe+r1vqe5gkxqaW2P8C8f8dzDefy1H/tU3Nuu2719rFMyWpPe2b9Uvv3+tGhqb1dQSju9fa9d/zTH/ReL+1xLvv3DXf61J+BeO9S8SjetfpI//olHn/ynmP3X9l0bC4bDuvOE7xsf5+9XbdOcN31E4HHa4Z2YOvx6TII5k3+sB+ovXzgXpjPNgejn8eZsEsyXpAz5vT9q06oU+Tf5J0hsvr9Wm1Ssc6hFMbVr1Qp8mwaW+f5Y29AFwK87HsA3n9P7F+23OifNnVVWVKisrHeoR4kFAG7BURUWFqqqq+tSG7RckN1103dRXwCZeO3a89nqA/sKx4x18lumFzxuxLF/ysCPtvOBQOzBnw2dpQx8At+L4gW34m+xfvN/mnHrvSktLHWkH8SGgDVjKqZOhzRckN1103dRXwCZeO3a89nqA/sKx4x18lumFzxudffz+O9q66SVH2tqycYNqPnjXkbaQOBs+Sxv6ALgVxw9sw99k/+L9Nufke7dy5UpVV1c70hZ6R0AbsND27du1atUqR9qy9YLkpouum/oK2MRrx47XXg/QXzh2vIPPMr3weSOWDcudLau4flmFo+0hfjZ8ljb0AXArjh/Yhr/J/sX7bc7p966srMzR9tA9AtqAhRYvXuxoezZekNx00XVTXwGbeO3Y8drrAfoLx4538FmmFz5vxLJ3T62j7e3bs8vR9hA/Gz5LG/oAuBXHD2zD32T/4v025/R7t2PHDkfbQ/cIaAMWqqmpcbQ9Gy9IbrrouqmvgE28dux47fUA/YVjxzv4LNMLnzdiaWw44Gh7BxvqHW0P8bPhs7ShD4BbcfzANvxN9i/eb3NOv3d1dXWOtofuEdAGLFRf7+wFxMYLkpsuum7qK2ATrx07Xns9QH/h2PEOPsv0wueNWLJzBjna3sCcXEfbQ/xs+Cxt6APgVhw/sA1/k/2L99uc0+9dXl6eo+2hewS0AQvl5jp7AbHxguSmi66b+grYxGvHjtdeD9BfOHa8g88yvfB5I5Yhw/Idbe+YYcMdbQ/xs+GztKEPgFtx/MA2/E32L95vc06/dyNGjHC0PXSPgDZgoZEjRzrano0XJDdddN3UV8AmXjt2vPZ6gP7CseMdfJbphc8bsUyeU+Roexc43B7iZ8NnaUMfALfi+IFt+JvsX7zf5px+7xYsWOBoe+geAW3AQiUlJY62Z+MFyU0XXTf1FbCJ144dr70eoL9w7HgHn2V64fNGLCNHjdZp557vSFunj5+kEaNGO9IWEmfDZ2lDHwC34viBbfib7F+83+acfO+mT5+uMWPGONIWekdAG7BQQUGBpk2b5khbtl6Q3HTRdVNfAZt47djx2usB+gvHjnfwWaYXPm9056tXXONIO7MdagfmbPgsbegD4FYcP7CNU3+ThZdf7Ug7Xsc5wJxT793ChQsdaQfxyUh1BwDEtnDhQq1atarP7dh8QfrqFddo66aX+txOf7xGN/UVsInXjh2vvR6gv3DseAefZXrh80Ys506brbETp+iNl9catzF24hSNnzbbwV7BxLnTZuuMCVP05iup+yz5ewLM2XAMJ4Wv12/E+I7hrzJoKK5dYjTsWJ8NGo7vd/t6+K/4Gpo86yK9+PRU/c9La+L6jbGcft4FGj/tqxqYGehxu9hd6bmDJp934r8l9kZG/e3lV8yYc4lWPTNVr21YE0+PYjp70lQVXnSJ/P6Oua9d/86S8zfdb3/PnXaaM/dSVT31pz6NPwoLC1VUVGS8PxLni0aj0VR3Au5UU1OjE044QZL08ccfO77uc7oLh8OaM2eOqqqqjNsYO3GKbi59rMsFyRbhcFi/XHRVn29c++M1OtrXQHd9Td5gt0ObfWg0oV2TOHjvtb04f1H8/Ulg2NlP729ffrfJILrDlgl0NBwO66brFuj1Pgyuz5o0Vf/3D2Uxjx3TvzLTjykcCev/u7akzzcL/37/YgVinbe6eXP75djph+PGqZvH7n9DgvvH3UAfzmeOv69x7hvjm74+/Ja+vt5wOKwfXHO5Nq5bbdyH8y64UP/vkXIFAj1PbPTEyT9B07/nuI/y+L7Vh9/Z+4ax9guHw1r0T8V6ea35g5cTp0zT7x5/Ku7xm6OvO45vOn7OdfRvpXPbyT2uw+Gwvl3yj9qwZqXx75k0dbruX/J0zM875nmpH86bvbYVdx/MepHMv4nEfmfvLXa3RV0opMsvmaVtW95MuC+nnTFWTzz7gvKCwbi2ty5wEGfjcR3DhseAk4Gc3Z/u1yWzZ+qD6m0J73/62DNVuayq+88yrsl8KRQK6dLZM7XlzTcS7sMZY89U5fIqBWP1wXA8ZBKoMG4nnn3iOGmkMrgX+/f3/red1GO08zaGH6pzQavExXfu8en9nZ9o9szpRsfwuHHj9OLKVRo8OL7zcW+SPXaBO4RCIU2dOlWbN29OeN8Tv3yabru/XMHBg/XVguMU8PP30pu+vN/jxo3T6tWrY19D00DVlg91/RWX6H3D82c6v3fxSEb8kIA2jBHQTr5QKKSzJkzSu3/dmvC+Y888U39+cdWRk6qDk6I9SXTiMBQK6ZyJk/T+dvOB9+HXmIwxcfsmQ6GQLrzwQgYIQIJCoZDOPO984+PctmOHmwXATCgU0rgJk/SewbiGY8cuoVBIZ0+cpHfeMhujrl2zhs/SRUKhkCZOukBvbU08cHnK6WP1yvq1fN4eFQqFVFxcnNBD2IWFhSovL+dvwiKhxhY9t/l93XnDdxJ6gPvcyRfqz89VOPZZ8vcEmNlT16QXt32Y8DF83gXTtOLZZzh+kBQm5/SxE6foJ/9xn3Jy8yRJ533xGA3Py05WFz2Fa6iZde99qpo9exM+f06fMVNPP/VkWr938UhG/NDOtE0AkqRgMKi7HqvQ2IlTEtpv7MQpenHlKh17zFHKzPAf+hfo+m9AEv5lxPrnj/XPpwy/T8ccNVi/evCphF/jmedP0erVq3X0UYMV8PsU8Pvk9zn/z9fu3+DBg7VmzRoVFhYm1NfCwkIm4ZHWgsGgfvlA4sf5uM+Pc9uOnWAwyLkAMBAMBnX7w08bjWtWrVrFsWORYDCoe/9UafRZPr/iRT5LlwkGg3p86XKjz/vhp5/j8/awYDCoZcuW6amnntL06dN73HbGjBl66qmntHz5cv4mLBOVlJObp5t++6huvPsPOn38pB63P+O8ybrx7j/oroeWOPpZ8vcEmDM5hn/zaHoHspBch8/p5U8+qTPOm9zjtof/Jm8ufawtmC1JtaHGZHfTM7iGmmmNRo3On0ufez7t37tUIUMbxsjQ7h8vvr1HnzU0adPqFXphycPasnFDt9uecd5kzbr8ao2fNluXnHq8BnRb2touS9+qVUtLa0KvcVLhHF3yleP7sZdHhMNhVVZWqrS0VCtXdl9+ccaMGbr++utVVFRkbdl3oL9UbqtVa2tix/nkwjm6OEXHeTw4FwCJW169Ww2NzQmPa+adwTjTNuvf/1R7QgcT/iwLC4YrNyujH3sKJ3y4r0Gvf7Q34c/7y8MH68vH5XW7LbylurpaZWVl2rFjh+rq6pSXl6cRI0ZowYIFGjNmTKq7h258drBFq9/9pMP3aj54V+uXVWjfnl062FCvgTm5OmbYcF0wp0gjRo2WJB2Xl60JXzwmaf3i7wmIz576Jr38wd4O34vnGP6Ho3M0buRRKegx0s1fPt6vjZu39vo32VlmRkCzC4bJT5n6hHENjc+f396jA02tHb4Xz/nzolOGuybukkqUHIdVCGj3j84n1nhOqpJ08VfyleGSdUaWvlWrSOTIqSie1zggw6+Lvjw8VV1uwwABiE/ltlq1H3LEc5xnZvg1x4LjPB6cC4D4LN++W02t4bb/judc4PP5dOmp+anqMrqx/v292nugqe2/4x2jzjh5GAFtF/rb/gZtrvl723/H+3mfPDRXpwwnewGw2f6DzVr77qcJ73dcMFsTvpC8gDaA+MQKaMeDgDb6y47PDuovH+032nfyicdqyKBMh3sEHLK8ereaWsK9b9jJ3FPzedAiDsmIHzKTAFiu8yMnI0eNVsmiG3rdz82n1Hhfow0KCgp0yy23pLobgOu46TiPB+cCID5RdRzYeO1ckM74LL2t871FvJ83T88DLmB4oLp5zgEA0H+G5WbJ7/d1SGaKV22okYA2kiZs8Dfp/3zZU6QGefGA5TpP/MaL8yoAALCNSW0oxjRA6plO2lAPDrCf6WHKZC7gblyi0V8GBPwaOijLaN+doUZRYBjJYhLQDjD+SSkC2oDlTK/ZnFoBAIBtTIY1Pm4YgZQzPQwjTJcD1mPOAQCQbPnBbKP9GppbFeq0xjHghEg0avSwRMAlS7x6FQFtwHJG95Y+H5O/AADAOiY3jIxogNQzPQ5JqAHsZ1oVjgs0ACBe+cEs4yckd37W6HBvALPsbEnKIKCdUgS0Acsx8dsNJscAz+MwB7zHKEPb8V7ACTw7mV5MH5YloA3YjwxtAECyZWUENCRngNG+tSEC2nBeq2FAmwzt1CKgDViOtSYBeAHnJQAS4xrArYwztHk8DbCe6VFKVTgAQCJMy46HGlt0oJmy43CWaYY2Ae3UIqANWI61JgEAgFeYZWgzrgFSzfT2ggxtwH4mVeEkMrQBAIkxDWhLZGnDecYBbeIuKUVAG7AcJccBAIBnGKVoO98NAInxm5Ycd7gfAJxnnqHtaDcAGOJQhFsMysxQcCBlx2GHVsMH+lhDO7UIaAOWM8vQdrwbAAAAfWKaAcYNC+Bepsc9gP7DGtoAgP6Sn2eWpb23oVlNrWGHe4N0Rslxd2J+CLAciUwAAMALyAAD3Ms4Q5t4NmA91tAGAPSX4wcblh2PSrWhJmc7g7RGQNudCGgDlosa3F6mw40lc2MAALiLcQZYGoxrANsZr6HtbDcAJANraAMA+kkwK0M5mRlG+1J2HE5qNQxoU3I8tQhoAxaLRqNGs0BuO626rb8AACBxJg/pAbCD6Xg9Qoo2YD0qqAAA+ovP59PxQbMs7T31TWoJRxzuEdKVeYY2IdVU4t0HLMaNJQAA8ArW6IRExq5bmVZKIJ4N2M/8+swVGgCQuHzDgHY0GtXuesqOwxmmAW0ytFOLgDZgMW4sAQCAV7BGJ+Be5iXHiWgDtjM+Srk8AwAMHJ0zQJkZAaN9KTsOp7RGzLL9WUM7tQhoAxYznQBi3heAJzAHDngKGdqAe5keh2RoA/aLsoY2AKAf+X0+5QezjPbdXdfEkjZwhHHJcQIvKUVAG7CY8cQv51UAAGAZ4wlzxjVAyvlNS4473A8AzqOCCpCeTMfmgBNMy463hiP6hLLjcEDY8BxIyfHUIqANWMz4xpJnpQEAgGXMxzUA3IrJcsB+VFABAPS3oYOylBEwC03tpOw4HNBqmqFNQDulCGgDFqP0FwAASHdkgAGpZzpvYzhPBKAfsdQZAKC/Bfw+HZdrVnZ8V4iy4+g705LjZGinFgFtwGKUHAcAAF7Bg3qAe/FgCeBdZGgDAFIhf7BZ2fGm1rD2H2xxuDdIN2RouxMBbcBirGUFIJ3xvC3gLebjGke7AcCA6WFI9gzgXcw7AAD64rjcLONrSS1lx9FHphnaBLRTi4A2YDGelAbgFZyXAJhXnuEMAqSa6XFIPBuwH/MOAIBUGBDwa5hh2fHaUKNxBTBAksKGfz8B5idSioA2YLG0WcvKdR0GAACJYroBcC/T4TrHPWC/tJl3AABYJz9oVnb8QFOrQk2tDvcG6YSS4+5EQBuwmPmT0pxYAQCAXVhDG5JI2XUp0+OQzBnAfsw7AABSZXhelvFAk7Lj6AvTkuMZBLRTioA2YDHWmgQAAF7BuMZb+FjSi9+05LjD/QDgPK7PAIBUyR4Q0DE5mUb7EtBGX7CGtjsR0AYsRiYTAADwCjLAAPcyLjlOhjZgPY5TAEAqHW9Ydvyzgy060EzZcZgxKTnu8/mMH/SFMwhoAxYzf1KaEysAALALa3QC7mV6GBomPgDoR2RoA+7GsQi3M11HWyJLG+ZMMrQpN556BLQBixlnMrns3Oqy7gIAAAPmGdoAUs30gVni2YD9qKACAEilQZkZCmYPMNq3NtTkcG+QDiLRqFGFGsqNpx4BbcBilBwHAADpjsoz3kKA071MjkVKGQP2o4IKACDVTLO09zY0q6k17HBv4HWsn+1eBLQBi1H6CwAAeAUZ2oC7mdxjEM4G7Mf1GUhPXKNhE9N1tBWNalcdWdpIjMn62RIlx21AQBuwGKW/AACAV5ABBribyaFIgjZgP/MH6blAAwCcEczOUE5mhtG+O1lHGwkiQ9u9CGgDFmPiF4BncGIC0h6BLcDdKDkOeBQZ2gCAFPP5fMoPZhnt+0l9k1rCEYd7BC8zDmgzt5lyBLQBi1H6q3tMjQEA4C5kgAHuRslxwJt4kB4AYAPTdbQjkaj21FN2HPFrNQy6UHI89QhoAxZj4hcAAHiFaaYmoxrADibLGpGgDdiPB+kBADY4JidTmRlm4apayo4jAZQcdy8C2oDFmPgFAABeYTxhzsAGsIJRhnY0StlxwHI8SA8AsIHf5zPO0t5V16QIY07EiYC2exHQBizGxC8AAPAK4wlzHtUDrGA6ecDUImA3HjoBANgiP88soN0ajugTyo4jTq2GAW1KjqceAW3AYjwpDcArOCsBMB/XONoNAIZM7zGIlQF24/oMALDF0NwsBQKmZccJaCM+5hnahFNTjU8AsBglx3vAzBgAAK7CuAZwN9PgFaN2wG6soQ0AsEXA79Pw3CyjfWvrGqk6griYBrTJ0E49AtqAxXhSGgAAeAXjGm/hc0k/ph85E4uA3agMB6QpLs+wlOk62k0tYe0/2OJwb+BFrZGI0X6soZ16BLQBi5k/Kc3JFQAAWIZxDeBqlBwHvIkKKoC7MVaG1xyXl2U87twZanS4N/CisOHYJ8DDfClHQBuwGJlMANIZ89+At0TNI9oALGBecpwrOmAz5h0AADYZEPBraG6m0b61IcqOo3eUHHcvAtqAxXhSGgAAeAVrdALuZnosGs4XAegvVFABAFjGtOz4gaZW1TW1OtwbeE2r4Q0KJcdTj4A2YDHWsgIAAF7BuAYS1TfczM+xCHgSGdoAANvk52UbP01J2XH0hgxt9yKgDViMTCYAAOAVjGsAdzPP0OYxBsBmpsco12cAQLJkDwjomBzzsuNAT8jQdq+MVHcAQPeMS45zbgUAAJZhXAO4m/Ea2sSzAasZH6JcnwEASZSfl619B5q7/XnNB+9q/bIK7d1Tq8aGA8rOGaQhw/I1eU6Rxv/D0crJJPSF2EwztAlopx5HNWAx0xtLygEC8ARmwAFPMS5p6mgvAJgyLf/P1RywnOFB6ucKDQBIovxgtt7aFerwvXA4rE2rXtDyJQ9r66aXYu73xH33qOyCqfrx9/9Zl156qQKBQH90Fy4SNpxvDBBzSTkC2oDFKM0JAAC8gjW0AXczPRJNqzMA6B9R0ys0l2cAQBLlZmUomD1AocYWSVJDfZ3u+PF1evOVdb3u+/K6NXp53RoVFhaqvLxcwWAw2d2Fi1By3L1YQxuwGDeW3WNaDAAAdzEuOe5wPwCYIUMb8CYepAfSE9dnuEF+MFvSoWD2zd+cH1cwu72qqipNnTpVoVCo942RNkxLjmcQ0E45AtqAxdLlxtJt/QUAAIkzz9B2tBtwDB9MumENbcCbqKACuByHIjwsP5itcDisO2/4jt6v3mbUxubNm1VcXKxwOOxw7+BWrKHtXgS0AYtxYwkAADzD+EE9xjWADUyPxAgRbcBq6fIgPQDAfQZnZ+iNdVV64+W1fWqnqqpKlZWVDvUKbmdSctzn88lPzCXlCGgDFjOd/OHUCgAAbEOGNuBuTOAA3mS61BmnBABAsvl8PlWVP+JIW6WlpY60A/czydCm3LgdCGgDFjN+UprzKwAAsAxZmoC7kaENeJN5hjYTDwCA5Nq+fbs2bUhs3ezurFy5UtXV1Y60BfeKRKOKGgx+KDduBwLagAdxYwkAAGzDg3qQZJ6qj5RjDW0A7XF9BgAk2+LFix1tr6yszNH24D6sn+1uBLQBi5k8LSRxYwkAALyDB/XsxKeSfnyGNxnEswG7sdQZ4G4ci/CympoaR9vbsWOHo+3BfUzWz5YoOW4LAtqAxUwnf1x3fnVbfwEAQMJYoxNwN9ND0fQhXQD9w/QI5foMAEi2+vp6R9urq6tztD24Dxna7kZAG7AYa1kBSGdMfwPeYj6uAWADSo4DHsW8AwDAUrm5uY62l5eX52h7cB/jgDZP8lmBgDZgMdNMJu4rAdiG0xIA8wwwziCADSg5DngTFVQAALYaOXKko+2NGDHC0fbgPq2GT9tSctwOBLQBi5HJBAAAvIJxDeBuppMHpuvzAugfHKIAAFuVlJQ42t6CBQscbQ/uQ8lxdyOgDViMTCYAAOAVZIAB7mZcctzZbgBwGPMOAABbFRQUaNq0aY60NX36dI0ZM8aRtuBeBLTdjYA2YDHTbAZOrwAAwDZkaAPuZlxynIg2YDWuzwAAmy1cuNCRdq6//npH2oG7tRoGtCk5bgcC2oDFjG8sOb8CAADLkAEGuJvpkRglog1YjQoqAACbFRUVqbCwsE9tjJ04RdO/erFDPYKbkaHtbgS0AQ/y86w0ANtwWgLSHkEtSJSfdjPjDG2H+wHAWWRoA+nJ9GEWoL8FAgGVl5frzDPPNNr/xC+fpp/8x33aXd/scM/gRqYB7Qw/oVQb8CkAFjPPZHK0GwAAAH1G5RmP4XNJO+YZ2o52A4DDjA5RHxVUAAD9JxgMas2aNQlnao+dOEW33V+unNw81YYak9Q7uEnY8OaEDG07ENAGLEYmU/d4awAASA9UngHsYBq74p4GsJvJIerj2gwA6GfBYFDLli3Tbx54TKePn9TjtmecN1k33v0H3Vz6mHJy8yRJfz/YooaWcH90FRZrjUSM9gvwIJ8VMlLdAQDdM5378bvsBOuu3gIAABNUngHczfQeg3A2YDfKDgMA3CIQCOjrC67QyLMvVM0H72r9sgrt27NLBxvqNTAnV8cMG64L5hRpxKjRMfevDTXqpCGD+rnXsIl5yXEmJmxAQBuwGBO/AADAK8jSBNyNkuOANxllaDPnALgf12e4VG5WhvKyB2jkqNEqWXRDQvsS0EarYUCbkuN2oOQ4YLEIsz8AAMAjeFAPcDfTYzHCjDngOayfDQBIpfxgttF+ew80q7nVrOQ0vME0Q5uAth0IaAMWY+IXAAB4helzeqzTCdjBNIDFM7qA3UwqqHBlBgCk0vGGAe1oNKpddY0O9wZuYpqhTclxOxDQBixmvIY2t5cAAMAypmt08qAeYAfzkuNEtAGbmRyhXJsBAKk0ODtDAzMDRvvuDBHQTmdkaLsbAW3AYqaTP9xcAgAA25hnaAOwgek9BuFswG5Ga2g73w0AAOLm8/mUn2eWpb2nvkmtEcqOp6uw4cREgICLFQhoAxYzLjnuaC8AIDVI6AK8xXwpFUY2gA1My/9zPQfsZpahzbUZcDsuz3A703W0I5Go9tQ1OdwbuIVpyXEytO1AQBvwIG4uAdiGsxIAMrQhmZeeR+qZzuFQchywVzQaNbpAc20G7MHxiHQ1ZFCmBmSYhbdqCWinLdOS46yhbQcC2oDFmPwBAADewVIqXsLHkn5Mj0UKOgL2oiocAMCt/H0oO14balSEefe0xBra7kZAG7CY4fnVOHsCAAAgWcjQBtzNtOQ4SfmA9/CwGQDABqZlx1vDEX16oNnh3sANTEqO+3w++Rn8WIGANuBBlBwHAAC2MY5pMa4BrGCeoU1EG7CV8cNmXJsBABYYlptlnDlbG2p0uDdwA5MMbcqN24OANmCx9Cl9wkUBAACvM11KhVECYAfTYzFtbmkAF2KZMwCAmwX8Ph3Xh7LjXAfTSyQaNfrMKTduDwLagMVML6mcYwEAgG2M1+lkXOMtzBm5lmlGJvOEgL24NgMA3M607HhjS1j7D7Y43BvYjPWz3Y+ANmAz47UmOckCAAC7mK+hzbgGsIFpACvKUwyAtYwD2lybAQCWOC4vy/jBS8qOpxeT9bMlSo7bhIA2YDHT9eZ4WhoAANiGLDDA3fyGASwytAF7mT9sBgCAHTIDfh07KNNoXwLa6YUMbfcjoA1YjJtLAADgFayhDbibeYY2AFsZX5u5OAMALGJadry+qVV1Ta0O9wa2Mg5oM/CxBgFtwINMy6ykirt6CwAATBg/qMdAAbCC6bEYIUUbsJZ59RQuzoA1OBwB44C2RJZ2Ogkb3pdQctweBLQBi/G0NADv4MQEwAzrdAJ2MD4WiWcD1jJfQxsAAHsMHBDQ0TlmZcd3EtBOG6ZraFNy3B4EtAGLGZ5jAQAArBM1nDbnQT3ADsYZ2kS0AWuxHAgAwCtMs7T/3tCsgy1hh3sDG7GGtvsR0AYsxtPSAADAK6g6DLib6T0Gxz5gL5YDAdIXl2d4zfGUHUcvTAPalBy3BwFtwGImN5c+ny8t1rNi4A0AgLuwTifgbn7DY5GANuA9XJsBe7A8D3BIblaG8rIzjPal7Hh6oOS4+xHQBixmWprTdbgmAADgecZZYM52A4Ap4yW00+SeBnAhjk4AgJeYlh3fe6BZza0Rh3sD25hnaBNGtQWfBGAxswxt5/sBAH3FqQkAa2hDInjiZqaTB2RoA/ZiDW0AgJfk55kFtKPRqHbVkaXtdWHDcU+ASQlrENAGLGZyijUtBQgAAJBMZGh7C59L+jEtMUw8G7AXy4EAALzkqIEDNHBAwGhf1tH2vtaIWRY+JcftQUAbsJjp09IAAAC2MRrV+Jg0B2xheihyTwPYy/hhMy7NAAAL+Xw+47Lju+ubjNdYhjuYlxxn4GMLAtqAxSg53hMGGAAAuIlJUMtHHjBgDdPjkXlBwF6UHAcAeI1pQDsSiWpPfZPDvYFNTB9YIEPbHgS0AY9h4heAVzD/DXiLyTGdPg/qAfYzztB2thsAHGRectzRbgAA4JghgzI1IMMs7EXZcW8zzdAmoG0PAtqApaLRqFkmE+dXADbi3ASkPaoOewzn9bRj+pFTchywl3FAm4sAAMBSfp9Pw/PMsrR31TUqwtjVs0wztCk5bg8C2oClTC+dHNQAAMArWD8bsIff8HhkThCwFyXHgTTG9Rkedrxh2fGW1oj2Hmh2uDewhXGGNvMS1iD2BXgM51cAAGAjszW0AdjCvOQ4M+aArUwfOGHeAbAHhyPQ1bDcLOMy0TspO+5ZYcOBDyXH7UFAG7CU+Y0lJ1gAAGAf1tAG3M285Lij3QBgAeYdAAA2C/h9GpabZbRvbaiRJXM8yrTkOAFte2SkugMAYot14az54F2tX1ahvXtq1dhwQNk5gzRkWL4mzynSyFGjU9DLFGJcAaQBDnTAS0zmBLhtBOwRK4AVz/0JV3PAXuZraAMAYLf8YLZqDbKtG1vC+vvBFh2dk5mEXiGVTEuOs4a2PQhoA5Y6fHoNh8PatOoFLV/ysLZueinmtk/cd49OHz9Js6+4RtO+elH/dRIAACBOJmWHyQCzl49wRto5fDgmen8yddacfuzlIdXV1SorK1NNTY3q6+uVm5urkSNHqqSkRAUFBf3eH8BWZKABALxqeDBbPp/P6FpXG2okoO1BxmtoE9C2BgFtwFLRqNRQX6c7fnyd3nxlXa/bb9m4QVs2btCqp6dqwvOVCgaD/dBLAACA3kWjUaM0MG4bAXv4ZHZ/8uL5U3X+suTfn4TDYVVUVKi0tFSrVq2Kuc2tt96q6dOna+HChbr00ksVCASS2ifAdqyhDQDwqsyAX8cOytQn9U0J77uzrlGnDGdu3WtMSo77fD75GfhYg4A2YKnPQp/p5m/O1/vV2xLa77UNazR16lStWbOGoDYAALCCcUlT7hsBa9TV1enmb83X+9sTuz/5n5fWaNx55+vOR59RMDhYAb9PGX6fAr7P///zfxmx/t/nU4bf3+H77b8+PLkUCoU0f/58/fnPf+61PytXrtTKlStVWFio8vJy7pmQ1syvz1ygAQD2yw9mGwW06xtbVdfUqrwswmdeYpKhTXa2XTgiAQuFw2Et+NoVCQezD9u8ebOKi4u1bNkysg4AAIBrUdYasEM4HFZxcXHCwezD3tu+Tbd+71rd9NtHHb0/8fl8am6o179+/R/13vatCe1bVVWl8y+YoqXLq3TU4MGfB8n97YLlBO3gfaYlxzkyAABukB/M1padnxntWxtqVN7QXId7hFSJRKNG4x7Wz7YLAW3AQhUVFXoxjuyCnlRVVamyslLz5s1zqFcA0M9Y0g/wDEqaAu5WUVGhqqqqPrXxxstrtWn1Ck2Y4dya2q2trfq/P/x2wsHsw7a9+YbmzS+OHWj3dc0W7zaT3P95Jnk328TKSndzsJw1yr3DOEPb0V4AAJAcAwcEdHROpvY3NCe8b22oUScT0PYM1s/2BgLagIVKS0sda8cNAW0uCwAAeJtpBhgAOzh1f/LCkocdDWhvWvWC3nh5bZ/a6DbQHo2qNRxVa1hKvFBl7/xdAt/+mKXYOwTIuwTM/TED6MlY5481yr2JJUGA9MXoHOkiP5htFNDe39Csgy1hDRzAeMYLTNbPlgho24aANmCZ7du3dztBkKiVK1equrqap+QBAEBKMWEOuJeT9ydbNm5QzQfvauSo0Y60t3zJw46043SgPR6RSFTNhhNrvfH5es8Q71xivcO2nfZvqK/TP5VcoZUvvtjr72aNcncxr6DCBRqwBocj0KP8YLb+uitktG9tqFEnDhnkcI+QCqYZ2pQctwsBbcAyixcvdrS9srIy3XLLLY62CQAAkAjjCXNm6ICUc/r+ZP2yCpUsuqHP7Xz8/jvauuklB3rkfKA91aLtssv7qqG+Tjd/c77er05s/fSqqiqdN+kC/alimQa3rVF+KEie0S6QnuzMcvSGNbQBAN6Wl5Wh3KwM1Te1JrwvAW3vCBtOSgQYn1qFgDZgmZqaGkfb27Fjh6PtAQAAJCrKhDngWk7fn+zbs8uRdjYsr3SkncOcCrR7STgc1p03fCfhYPZh27e+qW9etSD2GuUxdCzD3jV7PKNTZnlP65lnECiPi/kDZwAAuEd+MFvvfFKf8H6fHmhWcziizIA/Cb1Cf2INbW8goA1Ypr4+8YtrT+rq6hxtzybRaJRSZwAAuIB5SVNn+4HUY71G93H6/uRggzPt7d1T60g7hzkVaPeSpK5RHkPHMuwOpJd/zufzxQiAdx8Uj7U2eaxAu9/n/tLbnc/JNR+8q/XLKrR3T60aGw4oO2eQhgzL1+Q5RR0qGLj9dQMA0svxhgHtaDSq3XWNOuGonCT0Cv3JdA1tSo7bhYA2YJnc3FxH28vLy3O0vf4Q7020Daqrq1VWVqaamhrV19crNzdXI0eOVElJCWuXAz1w03EOoO/M19Dm5hFINafvTwbmONNeY8MBR9o5zKlAu5e4eY3y9qLRqFrCUbU4FyOXdGSt8vZB7/aB796C4rEzzP0K9GOgPBo9lIm/adULWr7k4W7L+D9x3z06ffwkzb7iGp174ax+6RuAZOMxQ6SPowYOUPaAgBoNBgM7QwS0vYAMbW8goA1YZuTIkY62N2LECEfbSxY33USHw2FVVFSotLRUq1atirnNrbfequnTp2vhwoW69NJL4yqxB3iZT+46zgE4i5KmgHs5fX9yzLDhjrSTnePseoZOBdq9gjXKe9d+rfImJxv2qWMGua9TYDzgP/S9QIyf9RJM7xwoD4U+020L/0lvvrKu125t2bhBWzZu0NiJU/SHR/4kHee+h+cBAOnJ5/MpP5itD/Ym/kDknromhSNRApsuZxrQJkPbLgS0AcuUlJTo1ltvday9BQsWONZWshyor9Nt3/tWwjfRM5ZVavDgwf3QwyNCoZDmz5+vP//5z71uu3LlSq1cuVKFhYUqLy9XMBjshx4CdjI9zmcuX8qxA3gAa2gD7uX0/ckFc4ocaWfIsHxH2jnMqUC7V7BGeQpFpXA4orDTgXKpXUa5X40N9frRlUV6b/vWhNp44+W1uuayi/TKhnWM0wEArnG8YUA7HIlqT32T8oPZSegV+otpyXEeZLALAW3AMgUFBZo2bVq3mb+JmD59usaMGeNAr5InFArpX66eZ3QTfe75F+h3S5YqNy/Y/UR5jG+bFlU6UBfSwq9dqrff2pLQflVVVTpn4mT9tqxSg/Ji3/DH7lN8PTXNekvstyTYZsxG43w9Cf2iPu5v9is+/0HXn/Tld3f/e5LQZpxb9uFj7LDZgfo63XDVZfqwelvcPZIOHedTp07VmjVrmCwDXI41tAH3cvL+5PTxkzTCoSzdyXOK9MR99zjSluRcoN0rWKPcm8KRqMKRqA6GW/TL734z4fvww/669U0VFxdr2bJlVCMDALjCkEGZGhDwqyUcSXjf2lAjAW2XCxtOSmT4/Q73BH1BQBuw0MKFCx2ZMFq4cKEDvUmecDis4uJi45vot9/aoh9fd41u+u2jSb+JDofD+uWirycczD7s7be26Cf/5+v90lfAJuFwWL/8528lHMw+bPPmzUyWAWmMNbQ9iOUaXcmp+5PZV1zjQG8OGTlqtE4793xHymI7GWj3CtYo97ZNq17QGy+v7VMbVVVVqqys1Lx58xzqFQAAyeP3+TQ8mK2P9zckvG9tXaMi0aj83J+6lvEa2nzmVuHxAsBCRUVFmjp9Rp/aKCwsVFFRkTMdSpKKigpVVVX1qY03Xl6rTatXONSj7jlxw99ffQVs4uRkGQD3iva1nAisw219eikqKlJhYWGf2hg7cYrGT5vtUI8O+apDAXInA+1ewRrl3rZ8ycOOtFNaWupIOwDMMSYD4pefl2W0X0trRHsPNDvcG/Sn1kjimfkSJcdtQ4Y2YKFAIKA/Pvy4CmdM0/sGWY3jxo1TeXm5/JaXxHDq5veFJQ9rwow5jrTVHadu+Pujr4BNnJwsI/sDcC/TcDa3joAdAoGAysvLNe68SUbVlcaNG6cXn69UTm6ewpGIWj8ve9waiSocbfd1pOPXh3/eGol0/X4kqokz52jsxCl9enguGYF2L2CNcu/6+P13HKlsIEkrV65UdXW1CgoKHGkPAIBkGpaXLb/fp4hBtm5tqFFDc80C4kg90wztDALaVrE72gWksUHBPN32wJMaO3FKQvudN2WaVq9ebf16s9u3b3ekbKEkbdm4QTUfvOtIW7E4ecOf7L4CNknGZBkAdzJfQ5ubR8AWwWBQtz/ydML3J2MnTtHq1at19FGDlZXhV05mhoLZA3R0TqaG5mZpeF62RgweqC8cnaMThwzSl4bm6svH5enU/KDGjhiss0YepfH/cIwmfnGILjjxWF04eqhmnjxMswuO06WnjdDa5Ut15plnGr2mgtPO0N2/f1j5g3N0bG6WjsrJVF52hgZmBpSZ4Zc/jSewJju8pjhrlNtjw3JnKx+VlZU52h4AAMmS4fdpmGFQuraukcpjLtZqWnI8je8HbESGNmCpaFTKyc3TTb99VJtWr9ALSx7Wlo0but3+jPMma9blV+uK+f9ofTBbkhYvXuxoe+uXVahk0Q2OtnmY0zf8yewrYJNkTJbdcsstjrYJoH8YZ2hz7whYxeT+ZPy02Um9PwkGg1qzZo2Ki4sTWs6osLBQ5eXlvfYtGu2cLd59Jvmhr2Nnk7ftF+34PeMnfpKMNcq9a++eWkfb27Fjh6PtAQCQTMcHs7Ur1Jjwfgebw/p7Y4uOHpiZhF4h2YzX0CagbRUC2oClDj/xFQgENGHGHE2YMUc1H7yr9csqtG/PLh1sqNfAnFwdM2y4LphT1DZBEAi4o/BCTU2No+3t27PL0fbac/qGP5l9BWzCZBmAw0yfZOfWEbCLT4nfn/SHYDCoZcuWqbKyUqWlpVq5cmW3286YMUPXX3+9ioqK4lqiyefzKSPgU0bAyR4fEo1GFYmqXcA7ElfgvOPPug+g9zWL6KtXXONIQJs1yu3S2HDA0fbq6uocbQ9A/7D0eSog6YbnZcvn8xmNk2pDTQS0XYqS495AQBuwVKxT7MhRo3vN7HXLOba+vt7R9g42ONtee07f8Cezr4BNmCwDcBgZ2oA3xXN/0l8CgYDmzZunefPmqbq6WmVlZdqxY4fq6uqUl5enESNGaMGCBRozZkyqu9rG5/Mp4DuU+XFoatTZqHmkp/XJu8kob//1JUVFWl1Rpr+sX23cB9Yot092ziBH28vLy3O0PQAAkikzw68hgzL1aX1TwvvWhhp1ynFc99zIuOQ4kxJWIaANWMp4rUmX5DLl5uY62t7AHGfba8/pG/5k9hWwCZNlAA4zDmi7ZFwDwC4FBQUsUyLJ7/PJH/BpQB/i5C8+V6GpU6dq8+bNCe976hlj9cBjj2vgoLy2QHlrjMzy1k4BddanTK4hw/IdbW/EiBGOtgcAQLIdH8w2CmjXNbaovqlVuVmE1dwmbDi+pOS4XTjyAEtFDad+3fLQ0MiRIx1t75hhwx1trz2nb/iT2VfAJkyWATiMkuMA4E7JXqO8s85l2DsHvsOdguKxSq13KN/e7nsEyg+ZPKdIT9x3j2PtLViwwLG2AADoD8OD2dqy8zOjfWtDjfrSUJKV3IY1tL2BgDZgKcNzrGsmfktKSnTrrbc61t4Fc4oca6szp2/4k9lXwCZMlgE4zLjyjFsGNoib6UObcLdoNCofB7RrJXON8s6SWYa9fQn2eILl3WWQd943YnrzniIjR43Waeee78j66NOnT7eqjD8AAPHIGRDQUQMH6O8HWxLedycBbVcyLTnOGtp2IaANWMp84tcdJ9mCggJNmzZNq1at6nNbp4+fpBGjRjvQq9icvOFPdl8BmzBZBqCv3DKuSUt8NEBaceMa5Z05UYI9ls5rlSeSQd7Tz00zieLx1SuucWSMvnDhQgd6AwBA/8sPZhsFtPc3NOtgS1gDnR5QIKnI0PYGAtqApbxeclw6dPPrREB79hXXONCbnjl1w98ffQVswmQZAKkPD+o52w0AgANYo7yjZAXKo50yysPRdoHvcOTQf4ejav38/zv8PBI58r0YPzt32myNnThFb7y81rh/hYWFKioqcu4FAwDQj44PZmv77jqjfXeFGjVqyCCHe4RkMglo+3w++d0UbEkDBLQBS6XDxG9RUZEKCwsTWouts7ETp2j8tNkO9io2J274+6uvgE2YLAMgSRHKTAMAkBCfz6eMgE8ZSQiUR6LSBc8+o8lTpup/t21JuI3Tzhir8vJyo7LyAADYIC97gHKzMlTf1JrwvjsJaLuOSclxsrPtQ0AbsJTptK+bnhoKBAIqLy/XuAmT9N5ftya8/+ljz9QzTz2pYDAY9z5xvTsxNvLJp3OefkqXzJqhLW++EffvO+yMsWdq6dNPHelrnB9TXz/NmPvH+TeSjL+kvvx5dr9rzA8sgf3Nxdtm/K879oZ92b3fXncP37zw+UqdO3Gy3tue+HE+btw4JssAD2ANbQAA7HB4nfKhxxyt+598Tt/95lUJPXw6duIULVnyREL34QAA2Cg/mK13PqlPeL9PDzSrJRzRgABzVW4QiUYVNZiUYP1s+xDQBixlcpKV3DfxGwwGdccjT+u2712b8E306mWVOmrw4CT2rqOjBg7R+nVrVVxcnFBWeWFhocrLy7nhR9o65qjBuuNRs+N85bJKjh0gjbGGNmAXjkjAWwbl5umm3z6qTatX6IUlD2vLxg3dbnvGeZM16/KrNX7abOUxPgcAeIBpQDsajWpXXZNOOGpgEnoFp7F+tncQ0AYsZV5y3H0nWtOb6FQEuYLBoJYtW6bKykqVlpZq5cqV3W47Y8YMXX/99SoqKiK7FGnPTcc5AOcZP6jncD8AAMARUR2qnDZhxhxNmDFHNR+8q/XLKrRvzy4dbKjXwJxcHTNsuC6YU6QRo0a37cfzZoA9OBwBc0cPHKCsAQE1tYQT3rc21EhA2yVMyo1LBLRtREAbsJRpyXG33lia3ESnsq/z5s3TvHnzVF1drbKyMu3YsUN1dXXKy8vTiBEjtGDBAo0ZMybVXQWs4qbjHICzjMc1jvYCAAC01/l5s5GjRqtk0Q297sf1GQDgBT6fT8cHs/XB3gMJ77u7rlHhSJSgpwuYZmhTctw+BLQBS0XSpOS41PVmON6baBsUFBTolltuSXU3ANdx03EOoO/S7UE9AADcwPz6zAUaAOAN+YYB7XAkqj31TcoPZiehV3BS2DDOEmC8Yx1q4AKWSqeS4wAAwNuMxzXcQAIAkDQsCQKkL9MHWgCvOXZQpjICZmGy2lCjw71BMrCGtncQ0AYsFTUcWjLvCwAAbMOEOeARhgclk+aAnaigAngAByTQJ36fT8Pzsoz23VXXaFxlFf3HdA1tSo7bh4A2YCnTayHnWQAAYBvW0PYePhsA8AAqwwEAoOMNy4Y3t0a0r6HZ4d7AaWRoewcBbcBS5hO/nGgBAIBdKDkOAIB9yNAGAEAalpclv2HwkrLj9jMNaJOhbR8C2oCljEtzuvI868pOA0gARzmQ3kyXUgEAAMljOu8AAICXZPj9GpZrVnZ8Z6iR66nlTEuOk6FtHwLagKUMz7MEjQAAgHXMM7Sd7QcAADiCDG0AAA7JNyw7frA5rM8aWx3uDZwUNpyQCDDgsQ4BbcBS5jeWnGgBAIA3MKrxHpIXAMAexg+ccYUGAHhMfl628bw6ZcftZl5ynPCpbfhEAEulV8lxAADgZTyoBwCAfUyXBOHyDADwmswMv4YMyjTal4C23VojEaP9KDluHwLagKXMn5QGAACwi/GDeg73AwAAHMG8AwAAR5iWHQ81tqi+ibLjtjLN0CagbR8C2oClTDOZ/Gn0qDQlKwE3SZ9zE4CuWEMbAAD7UEEFAIAj8vPMAtoSWdo2azUuOc54xzYEtAFLUXIcAAB4BRPmgDdwRAKQOBcANuF4BJyTkxnQ4IEDjPYloG0vMrS9g4A2YCnz0l+caAEAgF0oOQ4AgH1Mr88AAHjV8YZlx/cdbFZjS9jh3sAJBLS9g4A2YCnzTCZHuwEAANBnxuMaR3sBAADaY94BAICOTNfRVlSqrSNL20bGJccZ8FiHgDZgqQiZTABgXK0CgF3M19BmZAMAQLJwfQYAoKO8rAwNysow2pey43YKGw54yNC2DwFtwFKsNQkAALyCDDAAAOxDBRUAADry+XzGWdqf1DerJRxxuEfoK0qOewcBbcBSxmtNuvA868Y+AwCA+LFGJ+AVDNwBLzGed3C4HwAA2MR0He1oNKrddU0O9wZ9ZVxynIC2dQhoA5YynffloAYAAF7B7aO9qAoEAO5nXnLc2X4AAGCTowcOUNaAgNG+lB23Dxna3kHsC7AUJccBAIBXMK4BAMA7fDxyBgDwMJ/Pp/w8syztXfVNxgFUJIfJ5+Hz+eRnPsI6BLQBS6VTyXEAAOBtjGsAALBP1PCRM67PgPuxIhDQM9Oy4+FwRJ/UU3bcJiYlx8nOthMBbcBSpg9ycaoFYCMmvYD0ZlzS1NluAACAdghoAQAQ27G5mcoImIXPausoO26LSDRq9IA962fbiYA24DGU5gQAALYxLjnuaC8ApApBM8BOLAkCAEBsfp9Pw/OyjPatDTUqwgDYCqyf7S0EtAFLmV70ONUCAADbGGdoM2EOAEDSUEEFAIDu5RuWHW9ujWhfQ7PDvYEJk3LjEgFtWxHQBizFxC8AAPAK4zU6He4HAAA4gjW0AQDo3nG5WfIbBjZrQ5Qdt4FphjYlx+1EQBuwlGlREs61AADANuYP6jnbDwAAcAQZ2kA6oxwy0JuMgF9Dc03LjjcZrd0MZ4UNP4MAkxFWIqANWMr0gpdOp1qGBAAAuIP5GtrpNLIBAKB/sYY2AAA9O96w7HhDc6tCja0O9waJYg1tbyGgDViKG0sAAJDuGNZ4Dw8kuhvHJOAxBidl5hwAAOlkeF6W8SB4J2XHU46S495CQBuwlHGGNudaAABgGUqtAQBgH9M1tAEASBdZGQENyck02pd1tFOvlQxtTyGgDVjK8FxLYU4AAGAd1tAGAMA+Jtdnrs0AgHRjWnY81NiiA82UHU8lMrS9hYA2YCmjU62P8l8AvIWcEcAbWEoFAAD7mFyfuTIDdmG4DCTf8GCW8b5kaacWGdreQkAbsJRJaU5f2t1aEuoCAMANjJdScbgfAADgCKN5B6JnAIA0MygzQ4MHDjDal3W0UytsOBcRYLxjJQLagKUo/QUAALzCOEPb0V4AAID2yNAGACA++YZlx/c1NKuxJexwbxAv85LjhE5txKcCWMroxpKINgAAsJD5GtqMbWzFJwMA7seD9AAAxMd0HW1FpV11Tc52BnGj5Li3ENAGLGVWchwAAMA+UcMcbcY2AADYhqsz4AUs4gckJi8rQ4OyMoz2ZR3t1AlHIkb7EdC2EwFtwFImDw/xpDQA7+E2G/AC8wxtZ/sBAACOMFtDOwkdAQDAcj6fz7js+J76JrWEzQKr6BvTDO0MAtpWIqANeIifJ6UBAICFWEMbAAC7mASzJa7NAID0ZRrQjkaj2l1P2fFUMF1DmwxtOxHQBiwUjUZ5UjoeJG4CAOBprKHtQYzf0hIfO2Af44fNuDQDANLUMQMHKGtAwGjf2s8oO54KBLS9hYA2YKF0u7F0abcBAECcTLPAAABAchgvB8IdPAAgTfl8PuXnZRntu7u+yTi4CnPGJcfdGmjxOALagIW4sQQAAF7CGtoAANgl3R6kBwDACaZlx1vDEX1ygLLj/S1sOBlBhradCGgDFooa3lpyYwnAc3h4FfAE80lzBjcAACQFa2gDAJCwoblZygiYhdVqQ5Qd72+UHPcWAtqAhchiAuA1nJ6A9GZacpxzBwAAyUGGNgAAifP7fDrOsOx4bahJEZbj6lfGJccJaFuJgDZgIdPrmj/Npn25/AMA4A7Gk+aO9gI2MK1EBLfjcwdsYz6fztUZAJDejjcsO97cGtb+hhaHe4OekKHtLQS0AQtRchwAAHgJ1WcAALCL8byDw/0AkCI8awYYG5abJb9hwJOy4/3LJKDt8/nkZzLCSgS0AQsZPjjEjSUAALCSeYY2oxsAAJKBh80Ab+CQBPrfgIBfQweZlR3fGWo0XpILiTMpOU52tr0IaAMWMl/LipMtAG9hiA94A9VnAG/gkAS8g3kHAADM5RuWHW9oblWoqdXh3iCWSDRq9PAAAW17EdAGLGT6lBb3lQAAwEbGWWDOdgMAAHzOvHoKAADID2YZT8ZTdrx/mK6fnUFA21oEtAELmU/6crIFAADeQRYY4BGUXAGsY/wgvcP9AJAaXJqBvsnKCGhIzgCjfXcS0O4XJuXGJTK0bUZAG7CQeekvR7vRf9zabwAAEBeqzwAAYBfW0Aa8goMSSBXTsuOhgy060EzZ8WQzztBmsGOtfgloNzc36/7779fs2bOVn5+vrKws5ebmasyYMfrmN7+pV199NeZ+H374oXw+X0L/vvjFL/bYl6qqKpWUlOjEE09UTk6OsrOzdcIJJ6ioqEhPPPFE3JNtb731lv7P//k/Gj16tAYOHKihQ4fqggsu0H333afW1vhPRosXL9asWbOUn5+v7OxsffGLX9RVV13V7XsSy969e/Xzn/9cZ5xxhgYPHqxgMKgzzjhDP//5z7V3796424E9eFIaAAB4iemkOQAAsAvVUwAAOMQ0oC1Rdrw/hA0nIsjQtldGsn/Bxx9/rIsuukhbt27t8P3m5ma9/fbbevvtt/Xggw/qhz/8oe66664+D4zHjBkT8/vNzc266qqr9MQTT3T5WU1NjWpqalRZWanf/e53qqio0ODBg7v9Hffff78WLVqkpqamtu81NjZq/fr1Wr9+vR566CE999xzGjJkSLdtNDY2qri4WM8991yH7//tb3/T3/72Nz3++OP6xS9+oZtvvrnH1/uXv/xFl156qWprazt8f8uWLdqyZYv++Mc/qrKyUmeffXaP7cAuppO+fm4sAQCAhSKG+zGyAQAgOXjWDACAvhmUmaHgwAEKHWxJeN/aUKNGH5ubhF7hMNMMbQLa9kpqhnZra2uHYPbpp5+uhx56SK+88oqqqqr0s5/9TIMGDZIk3XPPPfqP//iPDvuPGDFCW7du7fXfggUL2va55pprYvblBz/4QVswe9iwYfqP//gPrVq1SuvXr1dpaam+8IUvSJLWrFnTob3OVqxYoeuuu05NTU067rjjdO+992rjxo1avny55s2bJ0l69dVXNW/ePEUi3U/dfetb32oLZl944YWqqKjQpk2bdP/99+ukk05SJBLRz372M/3xj3/sto0dO3bokksuUW1trTIyMnTjjTdq3bp1WrdunW688UZlZGRo586duvjii7Vjx45u24F9Ioa3lsSzAViL8xOQ3kyGNp9XYIK3EEABADtQGQ4AgL7LzzPL0t7b0KKm1rDDvUF7xiXHCWhbK6kZ2pWVlW3B7AkTJmj9+vUKBAJtP585c6bmzp2rCRMmqKWlRb/+9a/1wx/+UBkZh7o1YMAAnXrqqT3+jnA4rDVr1kiS8vLyVFRU1GWbPXv26L777pMkHX300Xr99dc1cuTItp9PmjRJV155pc444wx9+OGHWrZsmf7nf/5H48aN69BOa2urvvvd7yoSiSgYDOqll17SSSed1Pbz2bNna9GiRSotLdW6dev02GOP6eqrr+7Sn7Vr1+rxxx+XJF1yySV65pln2t6Xc845R3PnztVZZ52ljz76SDfeeKPmz5+vo446qks7//Zv/6bdu3dLkh5//HEVFxe3/Wzy5Mk6++yzdfnll2v37t26+eab9cADD/T4XsIexmtZOdsNAAAAR0QNwpiMa+zGswZIBA8yAPYxPS45/wMAcMTxg7P1v3vqEt8xGlVtqElfPCbH+U5BktRKhrbnJDVD+6WXXmr7+l//9V87BLMPO+uss3TxxRdLkvbv36/q6uqEfseLL76onTt3SpLmz5+vnJyuJ4BXX321LVv6G9/4Rodg9mHBYFA//OEP2/775Zdf7rLNM888o3fffbft9bQPZh9255136uijj277OpY77rhDkhQIBFRaWtrlfTn22GN1++23Szr0ntx///1d2ti9e7cee+wxSdKsWbM6BLMPKy4u1qxZsyRJjzzySFvwG/Yzv7F058nWnb0GAADxMnlYz6XDGgAAXMH8QXou0IBVOCSBlApmZSgn0yxvlHW0k4sMbe9JakC7ubm57esTTzyx2+3aB4bbr0sdj0ceeaTt6+7KjTvVj4qKiravv/71r8dsIycnR5dffrkkadu2bXrnnXc6/Ly+vl4rV66UdChDPVZwXZLmzZunYDAoSXr66ae7/Hzp0qUKhw+VpPjGN77RzSs60s9wOKylS5d2ux3sYlz6i3MtAACwkFHFccd7AQAADjOpniIx7wAAQHs+n0/HB83Kjn9yoEkt4e6XrUXfGGdoM9ixVlID2ieffHLb1++//36327333nuSDh38X/rSl+Juv66uri3I/IUvfEEXXHCBI/3ovM9h69evlySNGTNGw4cP77adKVOmtH29YcOGDj/btGlTW7C8/XadZWZm6rzzzmvbp6WlJWZfemunp77AXpQcBwAAXmK2hDYjG8A6HJaAZ5jOOwAAgI7yDQPakUhUe+oTS/BE/MKGgx1KjtsrqQHtkpKStizj22+/vS2juL3Nmzfr+eeflyR97Wtfa9s+Hk8++aQaGhokSVdffXW3k16nn366JkyYIEl66KGH2kqUt1dXV6f//M//lCR98YtfVGFhYYef19fXq6amRpJUUFDQY7/a/3z79u0dftb+v+Ntp7W1tUum9+F2Bg8e3GNwPT8/v+097dwX2Mv0vtLPxC8AS3F2AtKbafUZAABgF+YdAADo6OicAcrM6Lrcbjx2UnY8acxLjic1bIo+MCvuH6ehQ4fqoYce0pVXXqmXXnpJ55xzjn7wgx/o5JNPVn19vV566SXdddddam5u1tixY3X33Xcn1H77cuNXX311j9s+8MADmj17tv72t79p3LhxuvHGGzVu3DhlZGRo27ZtuuOOO/TBBx9oyJAh+tOf/qSsrKwO+9fU1LRNxHVXJvywE044oe3rjz/+uMPP2v93ou2ccsopXdrprY3D7bz11ltd+tKbwwH87tTW1ibUHuIXoeQ4AADwENbQBgDALlSGA7yBYxJIPb/Pp/xglv62ryHhfXfXNSkSjfLAWBIYlxwnQ9taSQ1oS9Jll12m1157TXfffbceeOCBLutcH3fccbrlllt03XXXadCgQXG3+9FHH2nt2rWSpIkTJ2r06NE9bl9QUKDXXntNpaWluvPOO/XjH/+4w88HDBigH//4x/re976nf/iHf+iyf11dXdvXubm5Pf6u9q+jvr4+qe301kb7djq30Zv2AXX0r/S7sXRvzwEAQHL4GB8AAJA0pmtoc3kGAKCr/GC2UUC7NRzRJ/VNOi7PrGw5uheOmK1PTkDbXknPnW9padHjjz+uZ599Nmapwd27d6usrExr1qxJqN3HHnusrb3esrMPW7ZsmZYsWRIzsNvS0qInn3xS5eXlMfvZ2Hik9ENmZmaPv6d9dvfBgweT2k5vbbRvp3MbsJdpUU7WmgQAADYyKTnOsAYAgORJvwfpAQBInqGDspQRMAu31VJ2PCnMS44z2rFVUjO0Dxw4oDlz5mjdunUKBAK68cYb9Y1vfEMnnniiGhsbtXHjRt16663asGGDLrnkEt1zzz36/ve/H1fbjz76qKRDwdorrrii1+1vuOEG3XXXXZKkoqIi/eQnP9EZZ5yhQCCg7du36ze/+Y0efPBB3XDDDdq4caMWL14sf7ta+dnZR56QaW5u7vF3NTU1tX09cODADj9zsp2GhoZe22jfTuc2etNbifLa2lqde+65CbWJ+JiuM8nELwAAsI3xuMbhfgDoO45LwDt4kB7wrpoP3tX6ZRXau6dWjQ0HlJ0zSEOG5WvynCKNHNVzlVMAZgJ+n47LzdKOzxJPKqyta9IZ0SjXWId1Ljke77mRDG17JTWg/fOf/1zr1q2TJN1///0dyo1nZmZq5syZuvDCC1VYWKjVq1frRz/6kS688EKdfvrpPba7adMmVVdXS5Lmzp2ro446qsftn3vuubZg9te//nU9+OCDHX5+5pln6oEHHtDIkSN12223qby8XFOmTNGiRYvatsnLy2v7urfS3QcOHGj7unNJcCfbaWhoiKuM+OF24ilP3l4863MjOYxvLJliAmAtzk9Auoo1ronnRpJ7eXeJe+LUdKALAHAUD5wB3hIOh7Vp1QtavuRhbd30UsxtnrjvHp0+fpJmX3GNZl10ST/3EPC+/MHZRgHtppaw9h1s0ZCc3qvxIn7hSDThc+O5F84ioG2xpAW0o9FoW+D45JNP7rJ2dlsHMjJ02223adKkSYpEInrwwQd1zz339Nj2I4880vZ1POXG77///ravf/nLX3a73f/3//1/uueee1RfX68//vGPHQLa7YO7NTU1Pf6+9pnNndeh7tzO2WefbdzO7t27e+1L+3ZYE9s9jEt/ca4FAACWOTyuSfRGcuqsi/qxlzBhMjkAALCDeYa2o90A4ICG+jrd8ePr9OYr63rddsvGDdqycYNWPz1VLz5fqWAw2A89BNLDcblZ8vl8Rg+N1YYaCWg7LBQK6baF1yR0bhw7cYrOffopDckZ0g89RKKStob27t27tW/fPkmHMqB7ctZZZ7V9fTjzujstLS1asmSJJGnYsGGaPXt2r33Zvn27JOm4447TiBEjut0uOztbX/nKV2L2Izc3ty0g3Fsf2//8y1/+coefnXLKKTG366mdjIwMjR7dsRzM4XY+++wz7dq1q9s2amtrFQqFYvYF9uJJ6fiQ4AMAgP2iOjTJdtvCf9IdP76u28DnYVs2btAdP/q2bv7OgrZxLOxTXxdK+DP95aKrVMdnCgBWMH2QHoBdQqGQbv7m/LgCNu39ZcMaTZ06lfE24KABAb+G5WYZ7VsbajSOCaCrUCikRSVzEz43vvHyWl0yewbnRkslLaCdkXEk+bu1tbXHbVtaWmLuF8vzzz+vTz/9VJK0YMGCXrdv32Zv/Wjfl1jtTpo0SZL0v//7vz0GkdeuXdv29fnnn9/hZ+ecc44yMzO7bNdZc3OzXn311S77dO5Lb+301BfYy/TS5edRaQAAYJnPPvvMaJLtdSbZrBUKhXRd8SVGkwPzLprFZ+pq3G8A6Y71PQF7hMNh/VPJFXq/epvR/ps3b1ZxcbHC4bDDPQPSV34w22i/A02tqmvqPX6F3oXDYRUXF+udt7Ya7f/mG29wbrRU0gLaxxxzTFvJkldeeaXHYHL7oOuoUaN6bLd9ufHuyph3drjNvXv3tmVrx7Jv3z5t27at234UFRW1ff3QQw/FbKOhoUFPPPGEpENZ1CeffHKHn+fl5Wn69OmSpBdffLHbkuFPP/1020TPZZdd1uXnc+fOld9/6OPrvCZ4e4f76ff7NXfu3G63g10iphna3FcCAACLhMNhlVxxOZNsHnJ4cqB62xaj/bdtYXIAAGxAZTjA/SoqKvTin//cpzaqqqpUWVnpUI8ADM/LMr5Y7gw1OtuZNFVRUaGqqqo+tcG50U5JC2j7/X5ddNGhde927typX/3qVzG3279/v/7lX/6l7b8vvvjibtvct2+fnn/+eUnSaaedprFjx8bVl0suuaTt6x/84Adqbm7usk0kEtH3v//9tp/F6sdll12mk046SZL061//Wu+9916XbX7yk59o//79bV/HcsMNN0g6lDG+aNGiLpM5n376adt7ctRRR+naa6/t0sbw4cN15ZVXSpJWrFihJ598sss25eXlWrFihSTpqquu0vDhw2P2B/YxXkPb2W4AQMpRbAlwt4qKCv2ZSTZPYXIAALyBNbQB9ystLbWqHQBS9oCAjjFcC7uWgLYjODd6V9IC2pL0s5/9TDk5OZKkX/ziF5o7d66eeuopbd68Wa+88oruuecejR07Vn/9618lSdOnT1dhYWG37S1evLgt4BxvdrYkff3rX1dBQYGkQ5MnZ599tv7whz9o06ZNev311/Xoo49q0qRJeuyxxyQdWmv7Rz/6UZd2BgwYoHvvvVd+v1+hUEjnn3++/uu//kubNm3SihUrNH/+/LY/8kmTJumqq66K2Z9p06bpa1/7miRp6dKlmjlzppYuXarXXntNDz74oM477zx99NFHkqR///d/19FHHx2znV/96lcaOnSoJKmkpEQ//elPtWHDBm3YsEE//elPtWDBAknS0KFD9ctf/jLu9wupZ35jyZ0lAACwBzeS3sNnCgDeYDzvwKP0gBW2b9+uVatWOdLWypUrVV1d7UhbAKTjDcuOf3awRQ3NlB3vC86N3tb7AtR9UFBQoMrKSpWUlOjTTz/Vs88+q2effTbmttOmTVN5eXmP7R0uNx4IBNqyk+ORmZmpF154QZdeeqnefPNNbd26Vdddd13MbUeNGqWnn35axx57bMyfz5kzR//93/+t7373u9q9e7f++Z//ucs25557rp555hkFAoFu+/TAAw8oFApp2bJlWr16tVavXt3h536/XzfffLO+853vdNvGCSecoGeffVZFRUXatWuXbr/9dt1+++0dthk+fLgqKio0cuTIbtuBfYxLf6XbfSWpmwAAWCsZN5KHH1JFavCZAoB3GFeGS7d5B8BSixcvdrS9srIy3XLLLY62CaSr/GC2ttWGjPatDTXppGOTGrbzNM6N3pbUDG1JmjFjhqqrq3X77bdr6tSpGjp0qAYMGKCBAwdq1KhRuvzyyw+t9/Hii91mIkvSO++8o40bN0qSZs6cmXD57C984Qv6y1/+okceeURz587VyJEjlZWVpczMTA0fPlyFhYUqLS3V1q1bey1l/u1vf1uvv/66vv3tb+vEE09Udna2hgwZokmTJul3v/udXnrppW4D4ocNHDhQzz//vP70pz9p5syZGjZsmDIzM3XCCSdowYIF2rBhg37xi1/0+rrGjx+vrVu36qabbtKpp56q3Nxc5ebm6rTTTtNNN92kbdu2afz48Qm8U7BBupUcd2u/AQBA95JxI4nU4jMFAO9gDW3A3Wpqahxtb8eOHY62B6SzQZkZCmYPMNqXdbT7hnOjt/XLox5DhgzRjTfeqBtvvNG4jS996UvGg+3DBgwYoKuuuqrbUuCJOPXUU/X73/++z+0sWLCgrTS4qWOPPVa33Xabbrvttj73B3Yw/Uv386g0AACwBDeS3sNnCgDeYV5yHIAN6uvrHW2vrq7O0faAdJcfzFaosSXh/fY2NKupNaKsjKTnonoS50Zv46gALBThSWkAOISlBQDX4kbSe/hMYYrLOeAdPh6kB6yQm5vraHt5eXmOtgekO9N1tBWNalcdWdqmODd6G8X4AQt1jmfXfPCu1i+r0N49tWpsOKDsnEEaMixfk+cUaeSo0W3bcWMJwFacnYD0w42k9/CZAoB39LEIIoAUGzlypKPtjRgxwtH2gHQXzM5QTmZADc3hhPfdGWrUF47OSUKvvI9zo7cR0AYsFJUUDoe1adULWr7kYW3d9FLM7Z647x6dPn6SZl9xjc69cJaIZwMAAFtwI+k9fKYA4B3Ga2gz7wBYoaSkRLfeeqtj7fV1SUwAHfl8PuUHs/XepwcS3veT+ia1hiPKCFBgOVGcG72NIwKwUF3oM9228J90x4+v6zaYfdiWjRt0x4++rV8uukr1oVA/9RAAAKBnJSUljrbHjWTq8ZmCOBbgHayhDbhbQUGBpk2b5khb06dP15gxYxxpC8AR+YZlxyORqHbXNzncm/TAudHbCGgDlgmFQvrGvIv05ivrEtrvjZfX6mtzZytEUBsAAFiAG0nv4TMFAO8wDmiTog1YY+HChVa1A6CjY3IylZlhFoKrDbGOtinOjd5FQBuwSDgcVnFxsbZv22K0/7Ytb6q4uFjhcOJrcwAAADiNG0nv4TOFEdbqBaxjXHLc4X4AMFdUVKQZM2f2qY3CwkIVFRU50yEAHfh9Pg3PM8vS3lXXpIjhtTrdFRUVacq0GX1qg3OjnQhoAxapqKhQVVVVn9qoqqpSZWWlQz0CAAAwV1RUpAtncCPpJUVFRSosLOxTG3ymAJB65hnajnYDQB8EAgH9qWyJTiw41Wj/cePGqby8XH4/IQIgWY43LDveGo7o0/pmh3uTHgKBgH734GOcGz2ITwSwSGlpqVXt2I5n1AAAsFsgENADj5ZxI+khgUBA5eXlKjj1dKP9TzvjTD5TALCB4Q21jxxtwCrBYFC3PfCkxk6cktB+Z0+aqtWrVysYDCapZwAkaWhulgIBs3ufnXWUHTc1MDfP6Nw4cco0zo0WYxYBsMT27du1atUqR9pauXKlqqurHWkLAACgL0wn2cZfcCE3kpYKBoP6w5PPJfyZjp04RU8+9wKfKQBYgAxtwDtycvN0028f1Y13/0Gnj5/U47ZnnDdZN979B/37/YsZkwH9IOD3aXhultG+taFG4yVC0l04GjU6N/5x8dOcGy2WkeoOADhk8eLFjrZXVlamW265xdE2AQAAEhWNHplk27R6hV5Y8rC2bNzQ7fZnnDdZsy6/Wpdddhk3khbLzQsm/JmOnzZbeXymAGAFJsgBbwkEApowY44mzJijmg/e1fplFdq3Z5cONtRrYE6ujhk2XBfMKdKIUaMliWo5QD/KD2Zrx2cHE96vqSWs/QdbdExOZhJ65W3hyKFxTqLnxgEZgVR2G70goA1YoqamxtH2duzY4Wh7AJAKTLMB7heV2Y2kaVk29A+fEv9MAQD2IEMb8K6Ro0arZNENqe4GgM8dl5cln89n9DDZzlAjAW0DrZGu73U858YMHvaxGgFtwBL19fWOtldXV+doewAAACZi3bPHcyPJfLm7MHEKAO5imqDNGtoAACRmQMCvobmZ2lPXlPC+taFGfeW4PPl4oiwh4UjEaL+An/fZZjxuAFgiNzfX0fby8vIcbc9O5G4CAGA78wwwbiQBAEiWqOEVmsszAACJyw9mG+13oKlVdU2tDvfG+8IxMrTjQUDbbgS0AUuMHDnS0fZGjBjhaHtJxXUCAADPMl2jk+GBN/E4IgDYwTxDG4BNeMgEcIf8vGzji2htqNHZzqSBWCXH45FBQNtqBLQBS5SUlDja3oIFCxxtDwAAwARrdAIAYB+uzwAA9J/sAQEdM9BsLeydBLQTRoa2NxHQBixRUFCgadOmOdLW9OnTNWbMGEfaAoDUIpcPcDsywABwNQcsxBraAAD0K9Oy458dbFFDc9jh3nhb2HAiIoMn96xGQBuwyMKFC61qBwAcw3gQSFusoQ0AgH1M19BmXA8AgBnTgLYk1daRpZ0I05LjZGjbjYA2YJGioiIVFhb2qY3CwkIVFRU50yEAAIC+Yg1twDs4MAHPoIIKAAD9KzcrQ8HsAUb7so52Yig57k0EtAGLBAIBlZeXa8yppxvtf/rYM1VeXi6/n0MbAADYwbjUMPeR3mQaQQEAOMq4goqjvQCQKozIgNQwzdLee6BZza0Rh3vjXaYB7QwC2lYj6gVYJhgM6vdPPKuxE6cktN/YiVP09PMrFAwGk9Sz5OEyAQCAd5lngDFCAAAgWYyvzywJAgCAMdOAdjQapex4Aig57k0Zqe4AgK5y84K66bePatPqFXphycPasnFDt9uecd5kzbr8ao2fNlt5LgxmAwAAbzNfQ9vRbgBIKfLAANuYrqHN5RkAAHODszM0MDOgg83hhPetDTXqC0fnJKFX3mOSoe3z+eRnIsJqBLQBSwUCAU2YMUcTZsxRzQfvav2yCu3bs0sHG+o1MCdXxwwbrgvmFGnEqNGp7ioA9IrhIJC+oqyhDQCAdcwztJ3tB4C+4qAE3MTn8+n4YLbe+/RAwvvuqW9SaySiDJYb7VXYYKBDdrb9CGgDLjBy1GiVLLoh1d0AAABIGBnagHdwWAJgSRDAIyieAqRMvmFAOxKJak9dk44fPDAJvfKOSDSqiEGGNgFt+/EoBwDXMn2iHAAA9B/W0AYAwD48cAYAQGock5OpzAyz0NzOEOto98ak3LgkZRDQth4BbQAAAABJY7xGJ/eSVuPjAQB3M10SBAAA9I3f59PwvGyjfXfVNSnCNbxHpgHtAJMQ1iOgDXgJ1zIAHsMYHXA/8wxtAACQLKyhDQBA6uQHzQLareGIPj3Q7HBvvKWVDG3PIqANAAAAwDo+ZswBAEga45LjPHIGWIUjEnCnYblZxms211J2vEdhw6f2WEPbfgS0AQAAACQNGdoAANiHJUEAAEidgN+n4wzLju8MNbJ0SA+MS44T0LYeAW0AAAAASWM6YU5E25uYdgEAO/DAGQAAqWVadrypJaz9B1sc7o13mAa0KTluPwLaAAAAAJKGCXMAAOxjXHKcFG0AABwxPC/L+LpK2fHuma6hTYa2/QhoAx5inAEFAACQJEyYA6AiImAfHjgDACC1BgT8OnZQptG+BLS7R8lx7yKgDQAAACBpTNf24lYSAIBkIqINAECqHW9Ydry+qVV1jZQdj8U0QzuDh+qtR0AbAAAAQNKYZ2g72g0AANAOGdoAAKTe8GC28cW1tq7J2c54RNhwkEOGtv0IaANwLSoXAgBgP/MJc24mrcbHAwCuxpIgAACk3sABAR090Kzs+E7KjsdEyXHvykh1BwCASwUAAN5FhjYAAPZhSRDAIzgoAdc7Ppit/Q3NCe/394ZmHWwJa+CAQBJ65V6dS47XfPCu1i+r0N49tWpsOKDsnEEaMixfk+cUaeSo0W3bZfjJ/7UdAW0AAGAtKjEA7seEOeBd8U4OAbAPD5wBAGCH/GC23toVMtq3NtSoE4cMcrhH7haORBUOh7Vp1QtavuRhbd30UsztnrjvHp0+fpJmX3GNzr1wFhnaLkBAGwAAJB1DQiB9UdIU8A6fZDQ51J+qq6tVVlammpoa1dfXKzc3VyNHjlRJSYkKCgr6tS+AzVhDG0hvPDwO2CM3K0N52QNU19iS8L47CWh38dlnf9dtC6/Sm6+s63XbLRs3aMvGDRo7cYoWL3lCOmpgP/QQpghoAwAAAEieTrNl8WZ0MmHuLmTqpocDdXW6bdE3Ep4cmrz0GWUPOTpp/QqHw6qoqFBpaalWrVoVc5tbb71V06dP18KFC3XppZcqEKA0I2CCB84AAHBefjDbKKC990CzmlsjysygXLYkhUIhfWv+JXr7rS0J7ffGy2tVfPEsbVi3VsFgMEm9Q18R0AYAAACQNFGZlfsiom03N2TqJlM0GlVUUiT6+dfRQ3/rh/770NfRqBT5fLtotP0+h7dv93W77eLeR4f3lSLquZ0jX8f+3RFJ6tDOke8f3udAfZ3+5Zp5+rB6W0Lv1Rsvr9XEyRfojkeeUW5eUH6f5Pf55Pv8/4/895Gv/T718t9H9j9QF9Kib/yTNqyJHchub+XKlVq5cqWmz5ipPy1e8v+zd+/xdVZ1ov+/e+8AvSQbBKl0Gs5YrTQ60BtI6Y2WtKQl3GJtiqkCigpjcc6MiJyZI45CdRz0DPzO+Q2dYfyJcpG0hEtSoC2Bpi1twVadlrbYqBUcSeVyBGUnlFK69/79kSbNZSfZzzdr72et9Xzer1e1NPtZWcneaz1rre/zXUtOOjHZ63vHhGAdoiOjTdEGAADG/UVyhPz69fbA12WzWXm1/ZD8t/eNKkCtzDC5g1I6k5V33kt3/znY4+8dhw7L33++LnAwu8ue53dJbW2trF27lodfLUVAG7AQaygAAMAX7amUrFj+mcAZnT+pXyVHyk7o/EKONXeTy/A5y8rzG+R+WX4X5xtLCOdn7f+PPf/lzT//WVZ86Sp5/qf5v6+TZ8yVH9x7vxyfOLVAQdijAeWBrskRcD4WtO1Zj97l9C8zG7l9OtPptHz3K18MHMzu8tt9e2XF335Bbr7zPqOLQwc72uUb1yyRFwPWa8PTT8nM2efLirsfklGlZb2+FhskyN43ED9QkL3fayXAa/v9d+4Af8/XEIiHhvpIEKO1ADBctEnADyeOKJGRxyfkncPpwNf+IWVfQFuzg1IsHpdDRzKdAerDuYPWh49kBvyezz31hOx8dvOw6t3c3CxNTU2yePHiYZWDwiCgDXjE2XU1Fl8AOIgzOhFUz6Bdv+xOyR046w7U9fi3YQcC+5Q5VEZprmDfQIFC6flvWZGOjpT8j6sWy0uKjM5LFl4o384RbEL4Dna0y83XLAn8vj7/3Ga54tKLeF8dtKNlvewa5uLQrmc3y46NT8qMBdVG6pROp+X7N14XOJjd5cXWvfL9G6/rF2TPZrOSzoqkHZtdxQYIfMd6BMWHDMhLj4B5vM9/DxFkj8VEEj2D7LleK53ldv0/gfiQaY8E4T0DAMC4WCwmY8tGyItvvB342tc73pUjmayUxO24R6dSKVmyZIk89dRTQ762awelabPmyY3/6y4ZObpU/X3Xrb5HfW1PK1euJKBtKQLaAACg8PosfLl61ipndOrkG7ztFcjtE5wVybHlrgy8Je9gGZ2DZWL2Lz9X8DZHwLlv+TkyRvNOx/VEOp2Wf/q7LwYOenZ5aYBgE8LVFUTkfY0WU4tD61ffYyygbWOQPUxdgXjXHnOODRpk7/zvXoFy6REUz5HZHu8TVB8syJ4zM75H+UM9DOC6rOiOjvDgRwcAwEpjk7qAdiaTldc73pW/SI4oQK2Ceeutt2TuvHny/K5dga77z22b5ObPfTLnDkr5ePnF3ww4lglqw4YN0traSrKKhQhoAwCAonD9rFXNE6YXVlXJ6tUPSlmy7FjQczhnrErvLW/7b53bf+tdkf7B2Yz0DtTmCs72qlPPeva8RnJvzSvSO3PXsbV1GEKwyU+8r9FjcnFo9/at0vbSfiMPr9kYZEdwPccgLonlDJT3+G+J9ctGVwfZ+wb8j5bVXe4AAf6BAvJdOtpTsuLL1wQ+EmTe441yyvtOKswvFsaxqxQAuOOU0cfLcSVxeW+QbbUH8krqUFED2tlsVg6+l5bUoSPS8e4RSb17RP789iH52jWfChzM7jLQDkr52LquSfU9B1JfXy+33HKL0TIxfAS0AQDOYDLujr7bIHeeofu5wGetVtSvkpPfd9IAmbV5bqvcN4tWsa1yeyolX/lMjez/5Z5Av4enmpvlnBmz1U+YAi4j2OQn3tfoMb04tGVto9Rdf+OwyrA1yI7ocDUQL0cD3Ife7pD/cfVi+Z3iSJCZc+bKv69eI2XJZGdgv7PYHue5S49/7wrmywCv7Qy0dwX8JSbd2fE9/73z77n+rcdre36vrtf2uc6HzPp8sKsUALgpfnTb8d//6WDga19NHZJMNtvr4TUTMtmsHDyclvZ3j3T/SR16T9rfPSKZTO9xkIkzrLUPP7/x+ivD+r59HThwwGh5MIOANgDAar5MxvsFYftk2PbLoM0RtB1o2+RM3+DtUK8f7Pv0qlf/IHHuDN4er+/xfboc7GiXr1+zJPCC2fPPbZZLF4V/hm46nZZvf/mawMHsLsN5whRwFcEmP/G+RpPpxaE3X3912GXYGGQHnJDNyntH0vLdr3wx8Ni8y69f2C03XHu1k2PbWK5AuHRlr/cOhMclV4B94Nf2DuQPHMw/VkauBwAGDvb3LzfXzyLS0d4uV9ZdIS0bnh7y99G1q1RVVZU0NDRIMpkszC8eAJC3sUldQPu9dEbeePuwnFp6gur7dgWuU+8ekfajAevUu53Z130D1wMJ8+HnQweDb9U+mPb2dqPlwQwC2oADXD1rNl99nxvz/eeNuoHO0s21tfJbb70lVy37lGwMMBk//4L58q933y+lPbZ4Nhfg7b8dtCbAGyVdZ61qF8xsOGuV7XWB4Ag2+Yn3NZpMLw69c7Bj2GXYGGQHXBHlsW3XnO/of4VZlYI42NEu37hmibwYcO7V3NwsZ8+YLbff3yhlZWWd29gfPb8+Huvc1r7770e3ux/wv7uvPfa1+NGt9o+9tvdW+1HJnC8mF9bV2IEPfAZyG1N6giTiMUkPEEQerH3/4ZTRQwa0M9msvH04Le2H3usMXr97RNoPHZGOw/kHrnMJ++HnEaNGG/neXcrK2GXRRgS0AUu5ftZsUD7+vEECt32zdyXX13teJ7m3Xs51Xf8zdAc++3bI7Zelb+B2kOt6nOOrCepqJ+PPbNwgNRddyBbPlvBhwYztdYHgCDb5ifc1mkwvDo0cVTrsMmwMsgOuYGzrp64HiYPOn7vs/+Ue+ccvXxPKg8SxWEwS8WMB8p5/7/vfiR5B8u6v9wikdwfP473PkB+sjL7/7aqg62rzL7q4yDX0Zwc+6PEZGFoiHpMPlI2QP7z1Tve/5du+p5w3R26+8W+lpqZGYvG4vH00y7oraN2VcV2IpJuwH34+ZcxYo99/3LhxRsuDGQS0AQt1tKdkxfIr5fnngp01+x/33i+Sfb+ImH/WOGd5ed78hnrVG3/6s9z6N5+X3QHP1v1v9/5ETjrxxECB21xfzxytZK9/7xGM7R+g7ZOxO8zALfob7mScLZ7t4fqCWdhPmAKuItjkJ97XaDK9OHTymNOGXYaNQXbABYxt/eXyg8TZbFaOpO1YQ4n1yzzPHVjP9d/xeI9M9F6Z7bkz3RODBd3jsUDnvh/saJfvffXaQOuIGx6ZJ+c90VS0reZTqZQsWbJEnnrqqSFfy3b4fuIzkL+xyRO6A9pB2veun26RJUu2yNmz58lXv3+XjBxdvDFu2A8/z6mukQfvusPY91+2bJmxsmAOAW3AMqlUSq6tvVRa9+4OdN3zz22WT116UehnzQY1nLN1r7h0kXM/L/Lj8mQcx/iwYBb2E6aAqwg2+Yn3NZpMLw6dX10z7DJsDLIDLmBs6y/XHyS2RTablXRWJC1ZkXTYtemZeT5wJvrb7SnVutovtm6S82afL/c88oSMLusbLMzxgEF2yFcMqKM9JZ9bfLHsC7jW2dzcLOfNmiN3P/yElPapY//vP3SNcifrDF0PzeMW/a7J45trH+swkVOj/975XdnRnpK/vuIy+ZXiM3DuzDnyb6vX5PEZGFp2iA+ykfda+aKeL8lks3I4nZWDHSm55YtLVe375s99sqi7V4b98HP5+Aly1rmzjKxDzp8/XyZOnDjscmAeAW3AIul0WmprawMHs7vYcNZsED6crYvCYDLuBx8WzMJ+whRwFcEmP/G+RpPJxaFJ02fLOAMPp9kYZAdcwNjWTz48SIzcMpmsZAaJhKXTafn28s+p19X27Xlerr360wVdV0un0/Lt668MHMzusm/vbvnS5z7D2p/DOj8DVwcOZnf51Qu75YZrr47cZyCTPiK3f+2v1e272LtX2vDw80VXXG3kfrh8+fJhl4HCiIddAQDHNDY2SnNz87DK6MpKdYHJLFz4oxCTcYTDhwWzsJ8wBVw1x3BwiGCTHXhfo+uiK642Us4iQ+V0BdlNMBVkB1zA2NZPhXiQGG7Y0bJedj1n97oaa3/gM6Dz801Pyp48juccTDF/bzY8/Hxu5SKZMnPusL5vVVWV1NTUDKsMFA4BbcAiK1euNFLOekPZrYVmMgsX/mAy7g8fFsxseMIUcBHBJj/xvkZTLBaT8xZcJFOHuTg0ZeZcmV65yFCt7AuyAy5gbOsnHx4kho4L62ou1BGFxWdAp/nBe42UU6zfmw0PPycSCfna/7pLPlhxpup7Tps2TRoaGiQeJ2xqK7YcByyxb98+aWlpMVKWC1tEsSUWBsJk3B8+LJjZ8IQp4CpT230RbLJLpN7XWExiIhKPdQZ1YzGRmHT+f1x6/FtMJC5df+9zTc/XiUg859+Pltn3Gjlads6/97hm0O+d45pedc9d3/jROsZise5fx/x1a+TjM+fIr18Ivl3k5ClTZePaJikrS0omm5VsViR99P87/zsrmaN/z4j0/u9s3//uvO6jn14qzz62WrZu2qB+i8+ZPU8WVF8iEovn/F7ZbP5nQwIuYGzrJx8eJEZwLqyruVBHFBafAR0Xf2/FOqYoEY/JyOMTMrIkISOPS8io4zv/f+RxCRl1XEJGHDdWTrjvUfn2334h0M4AU2bOlY3r1kgymRz6xQgNAW3AEqtWrTJaXhhnzQbhw9m6KAwm4/7wYcGMMzoBvenzL5IpM+cOa3u5s2fPk8qLLpFEvk9Ixwb9z0H/VfcqbR1URXVGJ4d6jcnvl+MfF116mWxsfEB+tmWT+vucd36l1H5ysSQS8c7gqUiv4Gq/IGuvgHFnALd3kDl3YDZn8LhHoHeoa2I5ft9Rlkwm5d9WN8lXr/1s4MWhRx9+SE468UQREUkY/NQ+0fSIzJs3T3bu3Bn42mnTpsmGJ5qGXLTK5gqqS+4ge6ZPMHywgPxAr81ks5KVY+em5gqy9742K+ls/3oSiEcujG395MODxAjOhXU1F+qIwuIzoOPq783Uw8+1V39eyk8a2StQPfJo4Pq4eGzIedqo0jK5+c77ZMfGJ2X96ntk9/atA7528nlzZOHSq2T6/EUEsx1AQBuwRFtbm9HybM9KJQsXA2Ey7g8fFsyK9YQp/DJ45mOfbMl+/5YjsNYrg7P364YMBOb6nn2zOnv9+yD1kP7BvoHq2fX1BcPM6GzJI9iE4nv68SY5b9Yc2bc3+Pt61uQp8uRjj/K+Oqq07MTgi0OVi6SsQO93MpmUTZs2SW1trTQ3N+d9XVVVlTQ0NOT1OYzFYpKIiZh9fKTwsl2B8a7gd6bPf/cKjucRZO/x2u7AuXQF3nuXfywDP1dAf+DAPIH4wmNs6ycfHiRGcC6sq7lQRxQWnwEdV39vXWdYD+eh9qqqKvmf11017G2/E4mEzFhQLTMWVEvbS/tly9pGefP1V+Wdgx0yclSpnDzmNDm/uubYWMatoX5kEdAGLNHRYTaL1PasVLJwMRAm4/7wZcEsUtvrDscAgdRjQdccwVPpHUgV6R1ozRVczRWczSsTM0dGZ6/vOUB25qDb8/bY5jfX9rzoDDbduapJvnZd8IzOpkceJuhpqWQyKXc//IR86XOfCfy+PlC/mvfVYbGYYnFIChukTCaTsnbtWmlqapKVK1fKhg0Db0G+YMEC+dKXviQ1NTXen43X874mIiKJUKuTt56B+KGC7IGy3fsG4vMN2g/4vbu+7l4gnrGtf3x4kBjBubCu5kIdUVh8BnRc/b11nWH9jc8vkRf37Q18faHOsC4fPyESmf1RQEAbsERpqdksUtuzUsnCxUCYjPvFhwUzE0+Ynn30jM5EPDGMM1YH3no3n8zanEHkHOX0/vfcQeT40bVxtuZFPkaXJlUZnScS9LRaaZnufS1Upi6Ko29Pn+/iUKFjfYlEQhYvXiyLFy+W1tZWqa+vlwMHDkh7e7uUlZXJuHHjZNmyZTJx4sTCVgTD1i8Q74hjgfjege7A2e4DBt1zZ7vn/u/Bt76fVVUtU2fOlZ3DGNtOmTlXplcuMvXrwzD58iAxgnFhXc2FOqKw+AzouPJ7SyTikjyhRMq6/owokeQJY+Ti57bK0qVLC7aDEqKLgDZgifLycqPl2Z6VShYuBsJk3DF9A7M9gqHxmMgFF10iGx6dJ7/Yukn9LWbMrZS62k92n7Wac1vlnkFY6fFveWyrfCxLN1cQufP/56x5VBYumC+7dunO6GTbZESdJqOTLb8sp8zUhdu0Dy8VM3e1oqJCbrnlliJ+R6D32NSFG9i8dWtk6nmzVNlTk6dMlUcfekhGl5WJyLHAeVaOBeOz2WNB/q6getfXu17b97qeX8/0eW3u6wYpKyuS6fr60ddmsiLS69+P1c+lDPuB+PAgMYJxYV3NhTqisPgM6Nj2eytJxLuD1skRXcHr42RkSTz3/OD4E93bQcn9oUAkxLI+jNoQira2Njn99NNFROTll182HpCNmtbWVvnoRz9qrLx/bdps9eJh20v75W8un2usPNt/XgTz3FNPyPe+eu2wy7np9h/IjAXVBmoUwBAB3p4B2d7bHPfPqu0bdO2djZvH6/t+nz7B2p7ZufE+ZQ1Wr6DbK6dSKTlnxmz5zS/3BP51Tpk6TTZv2mhFMDiVShX0jE7AV8/+7g15vf3dwNdd8JFT5cQRxxWgRjBh76sp2f9/g29dd87p75Pyk0YWoEYohv9s+7P8/k8HA18344MnywfKRhSgRgC0Vm3/tdx2w7WBdiGaOmuubFq7xruxbVdwW+RYln3PQHjfoPpAQfOuv+cKmmf6BNC7/z3P1+YK2nf/u4gcOXJEbvzcp2THlo3q38OUmXPlGyvv9/5IBl+4sK7mQh1RWHwGdML6vZV0ZVwfDVonTzhOykaUyIiBAtd5KvYOSutbX5ND76UDX1dz1l8Yr0uUFSJ+SIY2YImKigqprKyUlpaWYZflQlYqWbh+y3VWbncgdsCvHwuYXnTpZbKxsV5+NozJ+Kx5lfK5ZUslEY/nPHM3VzZurgBv38DzQMFfzs8dWDKZlP/nJ03y9es/F/is1XVrHrVmwYwzOoHiojcF7KMd5vAYPWCfkaPLAh8dMbuq2pqxuUldcz0Rd7Lsc3nq8UY5b/b5sm/P84Gv/atJU6T5sUYpLSuTTDYr6Uzv8+ozGZF095b2WUlnem+Hn870+Fq299n16Wy293/3/Vr31/3Ili8WF9bVXKgjCovPgE6hf2/HJeJHtwfvzLTuyr4ebuB6IOygBFMIaAMWWb58uZGAtitbRPmwJdZwA7c9t04e+uu5z8jNfRbv4Gfodv275Lgu1/bL+dSh60xdU0Hdpx57VKadN1tebA2+Dd60adNkbZM9gVCIjC4LvmA2vXKRJMvseg85oxMIjnVJwB8ubDkOIH9Bj45I8KCm1ZLJpPykaa1c85llgR8k/uF9D8ipJ59UuMrlqecZ8LmD4tIj4D7A13IG4TuD7Ln/+9j36/vftnNhXc2FOqKw+AzomPq91V79efngKaN7nXV9QoEC10ChEdAGLFJTUyNVVVWBtrPta8bcSrliyeIeGYE5bk4D3K+GexsLdH1M5C+XflK2rFklz23WB/Fnz5svX/jMFQNm4eYd8JW+AdqBAr7mA7fIrbQsKSvufki+f+N1gSbjZ8+aJy1rOa/YRr6dtcoTpkBhcYf1k/1LwxiMtl2ScQfYr3z8BKm7/sYhXsXd2XbvO/Ek1YPEI0aXFbGWA4t3r7nERBLh1iXbM7idI7s8r8B6pm8mev+ge+7M9v6Z7rnupedWLpIpM+bKrufyXzPpa8rMuTK9ctFwflWDOrdykUyZOTfQuk5fha4jCovPgI6J31tVVZX8z+uuYudAeIOANmCRRCIhDQ0NcvaM2bJfcdbs1GnTZL1F2/PmY/2aR4d1tu4TTY9IMmnHxAtmZbJZGVUaPKt3/kWXONUGoiq/BTMAPlCHsXhoDLBOXNksCWcD9tG0S+7M9iuJx1QPEqczmRBrbadYLCaJmEjCkk9+7u3fRc5++CGprLxAXlLsbnfm5Cly3wOrpGyINZSgv4G+w/if1K+WKy5dKHt3B98O/6zJU+SB+tVSduLQ6zzadyqv6/r8UKY+Ff3KyaPgfL53LECCU5By85FrGjftoQa5/KIq2fP8rsDlTZoyVR596KHOz2mfsk22zvw+B7n+aegrtWWf++jDcmFlpfzqhd35lNDLWZOnSkNDA8FseIWANmCZZDIpt937iKz4718IvEWUi1mpwzpbly2lvda1u1fQyXhJIuTHuAEARtixdAigp3wW7HIhQRuwkaJhcnO2XqLPk0f5Pkh8xIHttaOuM3v96Pl2PYz8wMnybc3udrPnScsTRVpHPGmUbNvyjNTW1gbalbKqqkoaGhpY+/PA+0efKluf2cxnIKATR5wiP3z4cfnyNVcGXjdftfrByP7e4C8C2oCFRoxSnDU7/yI50dGblPpsXUd/XuQnk2PlM5/JuDZzCAAAAENQZ2gTKAGsQ7P0UolyQkxA222a3e0qi7y7XTKZlLVr10pTU5OsXLlSNmzYMOBrFyxYIF/60pekpqaG7FKP8BnQKS1LqtbNy8rY0RT+IaANWCiTzQbOSk3EY86e5xwT7dm6TLh8liugnY84EW3P0M4B15GZCfhDu5xIPwDYRXuuPTMt+/XN0M5XmoC2wzrf86DramEECROJhCxevFgWL14sra2tUl9fLwcOHJD29nYpKyuTcePGybJly2TixIlFrxuKg8+Ajm7dHEFls1ln4ytRQUAbsFDfiUReWakeBfE4Wxcix7YcDyrOwMNKvCtAlCkXzek4AOtoF3gIkwB+4NZsPzK0IeLGulpFRYXccsstYVcDIeIzoONC+w4b4xV/RXu/BsBC2WxW9bQ0QTz4Rp2hTVMAAKuwPOQUzNMAAOT5SURBVApAO64DUBjqFslcy3pkaAMAAF8R0AYso51DJAhowzMZZWNgaxgAsIxybENvDthH++Ag8WzAD9yb7Vei3EaaDG0AAGA7AtqAZdLK1R7tU7iArTLK63i4AwDsol8epT8HbMOW44Af9A+ZcG+2nXbL8XRGOwMHABQSd17gGALagGW02zxFMZ7NwpjftBnaUWwLPqOdA9HF80mAfbTNUnOkEgAguHhMVIMoMrTdxZAZABAVBLQBy2jPl3M6Q9vhqqNw9Gdo84ECAMBeLJi7TDvM4l0H/MBUy36xWEyVpU1AGwDgDcYr3iKgDVhGn5VKTw2/aOfTNAVL8b4AkcXyqJ/o1qNJveU4HQFglSx3Z69pEh4ymaz6oXIAgH3o0eEjAtqAZdLKuw3nBsM36t0KaAsAYBdlf05vDtiHLccBT2gfHjZbCxSI/hxt+moAAGAvAtqAZdJR3HIcyEG77sluBQBgF5ZGAX+w5TjgB9qk37TrQ2w7DgCIMu6C9iOgDVhGv+W44YoAIdM+3EE8GwD8QH/uJxJ13RZT5mfyvgOe4N7sBDK0AQCAjwhoA5bRBvHISoVvtFuO0xYAwC76QBb9OWAbfYY2QRLAB9qHWlBcBLQBAICPCGgDltFmaLPlOHyjDYDQFgDAD/TmgH30Z2gbrQaAYaJN+q0krlvuZctxALAQE2OgGwFtwDJpbRCPrFR4RpuhTVMAAE/QnwPWiSkHWoRIAD9wa3aD/gztjOGaAAAAmENAG7CMeptlWjM8o304nC3HAcAu2kAWvTlgH/WW46SDAlahRfqNLceRD27NAADXEAIDLKOdQBDEg2/0bcFwRQAAw8RqGeALthwHfKFslMy1nKDP0KazBgC4j+GKvwhoA5bRZmi7vOW4uzVHIWkzeXi4AwDswtIo4A+2HAf8oH3IhJmWG7QZ2gS0AQCAzUrCrgCA3rRZqdoncAFbaU/vIqBtJ94VIMJYNAe8oc/QJkgC2IQW6Tft+hBbjvuj7aX9smVto7zx+ity6ODbMmLUaDllzFiZU10j5eMnhF09AAEwLwaOIaANWIZzg4FOGbYcBwAvqJdG6c8B66jP0DZbDQAh4dbsBjK0o6Xr3pxOp2VHy3pZt/oe2bNjW87XPnjXHTJp+mxZdMXVMm/hxUWsJQAAw0dAG7BMWrvlOFE8eEa7/T4PdwCAH2IsmwPWiSvbJQnagB+0xw6guLQBbTK03XWwo12+99Vr5fnnnhnytbu3b5Xd27fKhlnzZNbaJkkmk0WoIQAUE+MVX3GGNmAZslKBTvrdCszWAwAAAJ3I0Ab8QJv0WyKuW+4lQ9tNqVRKvnHNkryC2T39YtsmmTdvnqRSqQLVDAAAswhoA5ZRZ2hH8ElpMj38RoY2RGjngA+07Zju3G68PdGkDmhzQwfsQpP0mn7L8YzhmqDQ0um0LF26VF5s3au6fufOnVJbWyvpdNpwzQCEjVs9fERAG7CMdosnthyHbzhPHgB8wVQa8IX2KADi2YBdssp7MzMtN7DleHQ0NjbKU83NwyqjublZmpqaDNUIAIDCIaANWIYgHtBJn6FtuCIAgGFhaRTwB1uOAxHHXMsJ2oQHthx3z8qVK60qBwCAQiKgDVhGu+W48ogkwFrqgDYRbQDwAr05YB9tu9SO6wDYhXuzG/RbjtNXu2Tfvn3S0tJipKwNGzZIa2urkbIAACgUQmCAZTLaLcfJ0IZn2K0AAPxAHAs98XFwW0w5zuJ9B+zCvdlv2vUhthx3y6pVq4yWV19fb7Q8AKawzgl0IaANWEadoe10EM/luqNQ2HIcAKJNGzhDkfD2RJJ6y3FiJIAXuDe7oSRBhnYUtLW1GS3vwIEDRssDAMC0krArAKC3vhnabS/tly1rG+WN11+RQwfflhGjRsspY8bKnOoaKR8/oft12jOSAFuRoe0b3hcgqlTdOV0GYCVt08wS0QaAoiFDOxo6OjqMltfe3m60PABwTTYrrEVYjoA2YJl0ViSdTsuOlvWybvU9smfHtpyve/CuO2TS9Nmy6Iqr5dwLFrLlOLyj3X6fZzsAwAd05oCN2HIc8ANt0m+xWEwS8VjgAPWRTKZANUIhlJaWGi2vrKzMaHkAEBbCJP4ioA1Ypr09JSu+fI08/9wzQ7529/atsnv7Vpkyc65c8ESjnHzSSYWvIFAk+i3HGbUAgFUU3Tk9OWAnfYa20WoAGC5lo+T+7I5EPC7pTDrQNelsVrLZLFvLO6K8vNxoeePGjTNaHoCQMf6GhzhDG7BIKpWSGz/zibyC2T3tenazLKislFQqVaCaAcXHluMA4IcsM2nAG+oztOkHAKvQIv1Xotm6LNsZ1IYb6urqjJa3bNkyo+UBMINVTuAYAtqAJdLptNTW1spv9+1RXb9z506pra2VdDrYE7iArbQZ2sSzAQAoBm64URRTvu/ERwA/MNdyhyqgLZyj7ZKKigqprKw0Utb8+fNl4sSJRsoCAKBQCGgDlmhsbJTm5uZhldHc3CxNTU2GalQ8TIqRi2YeHYvFyNC2FG8LEF2aZVH6DMBO+gxtADahTfovoQxoHyGg7ZTly5dbVQ4AAIVEQBuwxMqVK60qBwibJkObAAgAWIh1UcAb+jO06QgAq6ibJBMuV2gztAlou6WmpkYurKoaVhlVVVVSU1NjpkIAABQQAW3AAvv27ZOWlhYjZW3YsEFaW1uNlAWESRPQJjsbAOyjytA2XgsAJsSUYy3i2YAfuD+7Q5uhzZbjbkkkEvLggw/KhyrOVF0/bdo0aWhokHicEAFgLW6+QDfuVoAFVq1aZbS8+vp6o+UBYdAsfBLQBgBP0J8DVlLGR9ioAbAMCdr+I0M7OpLJpKy4+yGZMnNuoOumzZonGzdulGQyWaCaAQBgVknYFQAg0tbWZrS8AwcOGC0PKLZMNqvamlK7yAoAsAvduf14jxAEW44DdsnymIn3CGhHy6jSMrn5zvtkx8YnZf3qe2T39q0DvnbyeXNk4dKrZN7CiwlmAwCcQkAbsEBHR4fR8trb242WBxSbds2TDG0AsA/LooA/1FuOG64HgGFSNkpmW+4oUW4hzZbj7ulql4lEQmYsqJYZC6ql7aX9smVto7z5+qvyzsEOGTmqVE4ec5qcX10j48ZPEBFhm3EAgHMIaAMWKC0tNVpeWVmZ0fKAYtOcny0iwnwMACxEZibgDfWW43QDgFVokv7TnqF9JJMxXBOEoXz8BKm7/sawqwEgRNzr4SOW/gELlJeXGy1v3LhxRssDik0d0CZnAACso+nR6c0Bv7DlOOAHNsRyh3bLcTK0AQCArQhoAxaoq6szWt6yZcuMlgcUm3YOHecQbQDwA925t4hruk3bNMn3A/wQ4wbtDH2GNjfqqOCdBoDe6BftR0AbsEBFRYVUVlYaKWv+/PkyceJEI2UBYVFnaLO+4h0Gk4D7NF063Tlgp1gspjtHmxs6YBWapP+0GdoEtAEAgK0IaAOWWL58uVXluIBplr/UGdrsgQcAAGCdDCN3wC7KJslsyx3aDG22HAcAALYioA1YoqamRhZceOGwyqiqqpKamhozFQJCRIY2AEQbW5oC9tKMt9hqHrBLlodMvEeGNgAA8A0BbcASiURCflK/Wj5Ucabq+mnTpklDQ4PE4zRruC+jnESToQ0A9lH16HTngLVUW44D8APN3xklyrUhMrQBANHFPdB2RL4AiySTSVlx90MyZebcQNedM3uebNy4UZLJZIFqBhQXW44DgE+YFAJRp919B4BdmG25Q5+hnTFcEwAAiovxir9Kwq4AgN5GlZbJzXfeJzs2PinrV98ju7dvHfC1k8+bIwuXXiVVF19KMBteYctxAPCIokunOwfsxZbjgPtok/7TnqHNluPuYecUAEBUENAGLJRIJGTGgmqZsaBa2l7aL1vWNsqbr78q7xzskJGjSuXkMafJ+dU1Mm78BBERthmHd/QBbSZyAGCTLCvmgHc44x6ILgJn7tAGtNlyHADsor/z0p/DPwS0AYvkmhuWj58gddffWPzKACHSbzluth4AgHCwXg5YTJWhnZVsNkswDLAES9z+0285zqcDABBR3AKtR1onAMA6ZGgDgB+YDwL+0T5ASH8AuI/ZljvYchxD4Z0GALiGgDYAwDrqDG1StAHAC/TmgL20W45zAgFgEdqj9+KxmGp+zJbjAADAVgS0AQDWUWdoG64HLMDqN+A0fRMmpA3YSrshDnd0wB5ZWmQkaLYdP5LpPCICAOA2unL4iLV/AKFjyRp9aQPanMtoL94ZAEHQnQP20jZPAiSAPbStkfuzW1Tbjmez6h3TAAAAComANuCByM41WBTzlnYCrT0nDAAAAPnRPkDIyB0Aiqskrlv25RxtAEAUcfezHwFtAIB11FuOE88GAKuwpSn64jPhPn2GttFqABgG2mM0aLYcFxFJZzKGawIAQBGxPuwtAtoAAOtoF1ji7IEHAHZR9uf05vbjlhtd6jO0iaABzotxh3aKdgczMrQdRNMEAEQAAW0AgHXSygk0i+v+YSkFcJu6DdOfA9Ziy3Egwrg/O4WANgAA8AkBbQCAdbRbjieIaAOAF+jNAXux5TjgPm1z5P7sFv2W43TYAADAPgS0Aato9+8zWwtXRPTHjgS2HAeAqKM/B2yl3nKc0TtgD54wiQRtQJsMbQCAy1hN8BcBbQCAdbQZ2sSzAcAu2vVyunPAXtozdImfAfYgQzsayNAGAAA+IaANALBOWrniSYY2AABAYekztAE4j+mWUxJx3bIvGdouonECvqJ1A8cQ0AYAWEebwcMZ2gBgF/VyKN05YC39GdoESABbkKEdDfotxzOGawIAADB8BLQBANZhy3EA8IWyPzdcCwDmxJQDLuLZgA+4Q7uELccBAIBPCGgDFmFqCHTSzp/jygk7AKAwCGAB/mHLccADygbJbMstCXWGNj12JPA2A/AWIxZfEdAGAFhHfYa24XoAAMLB9NNjLJ46jy3HAfdxJEg0kKEdHTRNwGM0cKAba/8AAOtoFzzJ0AYAu+gXzOnPAVvFtVuOG64HAGBwZGgDQHTRk8NHBLQBANZRbzlOAAQAvEBvDthLn6FttBoAhkXXILk/u4UMbQAA4BMC2gAA62SUE2gStO3FswZANLEcCvhHf4Y2PQJgCx4wiQYytAEAgE8IaAMIHYEu9JXRbjnOhwkA7MJ6KOCdmHbLcfoDwHnMttxSEtct+xLQjgbeZcAV3H2BLgS0AQDWYctxAPCFcktTunNvsXjqPrYcB9ynbo7cn52i3XL8SCZjuCYAAADDR0AbAGAdfYa24YoAAIaF+JW/uOVGl/aBkww9AuC8GL2/UzhDGwCA/HH3sx8BbQCAdcjQRhcGk0A00ZsD9iJDG3Af7TEaOEMbABBFrCf4i4A2AMA6ZGgDgB/0C+Z06ICt1GdoG64HAGBw8VhM1WeToR0VvM8AALcQ0AYAWEcT0I4pJ+sAAPvQnQP20mdos3AO2CKrDGRxf3aPZttxMrQBwB7ceoFjCGgDNlHeoaI61Yjqzx0Fmvkz2dkAAACFpw1oMXYHLEKDjAxNQDubzap3TQMAACgUAtoAAOtoM7QBAHZhKRTwj3rLcToEwBra5siMyz2cow0AQJ649VmPgDYAwDq6DG2WVwDAOsoIFj06YC+2HAcAd2gytEUIaAMAAPsQ0AYAWCWTzaoCIAmiH5bjDQKiiKVQwD9sOQ5EF7tiuScR1y39pgloAwAAyxDQBmABJsU4Rpu8E+cQbQDwBuvlgL1iyrE7CdqAPWiO0aHO0E5nDNcEAFBMjL3hIwLagEVYuwV052eLEPwAABsxh/YXWXrRpc7QZlUNcB49v3u0Ae00fTYAALAMAW0AgFW0AW3O0AYAf2gzQAEUnvoMbaO1ADAcPGASHQl1hjafEQAAYBcC2gAAq2iP6koQ0PYT6yiA22jDgHe0DxHSHQAeYMrlHPWW4zz04D3eYQCAawhoAwCswpbjfuLtAaJJvVBGpwHYiy3HAedpWyO3Z/doM7TT2ifNEQrWQwAAUVASdgUAgHE3esooJ85sOQ4A9skql8zp0d3T9tJ+2bK2Ud54/RU5dPBtGTFqtJwyZqzMqa6R8vETwq4eDFJvOU5sBLAH7TEy1BnaBLQBAJ7Id67Knc9+BLQBAFbRzpsJaAOAhZgRei2dTsuOlvWybvU9smfHtpyvefCuO2TS9Nmy6Iqr5dwLFha5higEthwHoivGI2fOKYnrNuckQxsA4KwYc1VfEdAGvBDRiUZEf2zfabccVz54DgCwEF26/TraU7Ji+Wfk+eeeGfK1u7dvld3bt8qUmXPlxz+pFzlldBFqCNtox3gAzONIkOjQbjl+JJMxXBMAAIrj7fZ2WXH95wLPVc9/rFFOPfmkwlcQapyhDQCwChnaAOAPFsz9lEql5Mqa6rwWCHra9exm+fRlF0kqlSpQzVAM2iEX8WzAfdye3cOW4wCAKEmlUnLDZ2pUc9Wq+ZXMVS1HQBsAYBUytAEAbGlqr3Q6LbW1tfLLPc+rrn9hz/NSW1sr6XTacM1QLDxECLgvyxMmkaHN0GbLcQCAa7rmqvt/uUd1/a5dO5mrWo6ANgDAKvqANourAAAUWmNjozQ3Nw+rjObmZmlqajJUIxSbdsTFluMAUHxkaAMAooK5qv8IaAMArMKW4wDgD238ih7dXitXrrSqHBSfestxs9UAMAza9sj92T0EtAEAUcFc1X8lYVcAAICe2HIcAAA77du3T1paWoyUtWHDBmltbZWKigoj5aF41EcCEBsB3MecyzlsOR5NbS/tly1rG+WN11+RQwfflhGjRsspY8bKnOoaKR8/IezqAQiA/J38MFeNBgLagAeYZsAn6gxtItpeon8D3JbVtmK6dCutWrXKaHn19fVyyy23GC0ThaddVMtwVwesod9BhRu0a0rius05CWi7J51Oy46W9bJu9T2yZ8e2nK958K47ZNL02bLoiqtl1oKLilxDAMWknos7irlqNBDQBgBYhQxtT/H+AAiALsNObW1tRss7cOCA0fJQHNr2yRHaAFB8+i3HM4ZrgkI62NEu//yVL8rzzz0z5Gt3b98qu7dvlakz58q8dWskmUwWoYYAUFjMVaOBM7QBAFbRB7QJfwCAbQhg+aWjo8Noee3t7UbLQ3HElGMuugPAfUy53KPdcpwztN2RSqXk65/7ZF7B7J52PrtZ5s2bJ6lUqkA1A4DiYa4aDQS0AYSPSTF6UG85zuoKAHhDGzBDYZWWlhotr6yszGh5KA59hjbBEcAWtMboiMd04yoC2m5Ip9NSW1srL+7bq7p+586dUltbK+l02nDNAKC4mKtGAwFtAM5ieuWnjHLizJbjAAAUVnl5udHyxo0bZ7Q8FIf2eRPi2YBFaJCREYvFVFnanKHthsbGRmlubh5WGc3NzdLU1GSoRgAQDuaq0UBAG/AB8wx4hC3HAcAf2iEKPbqd6urqjJa3bNkyo+WhONhyHHAf9+do0QS0M5msem6O4lm5cqVV5QBAWJirRgMBbQCAVdhyHAA8wjqoVyoqKqSystJIWfPnz5eJEycaKQvFxZbjAOCWEuV2ZmRp223fvn3S0tJipKwNGzZIa2urkbIAIAzMVaOBgDYAwCr6DG3DFQEADFuWiLZ3li9fblU5KD71luNmqwFgGNQZ2jxE7CRtQJtztO22atUqo+XV19cbLQ8Aio25qv8IaAMWYWoIkKENAD7RL5gbrQYMqqmpkaqqqmGVUVVVJTU1NWYqhKJTbzlOXAQAQkGGtp/a2tqMlnfgwAGj5QFAsTFX9R8BbQCAVcjQBgDAXolEQhoaGmTq1Kmq66dNmyYNDQ0SjzMVdRVbjgMeUDZHplxu0pyhLUKGtu06OjqMltfe3m60PAAhi2AX3jVXnfCxs1TXT53KXNV2vDMAAKtoA9psfwcAFmLB3EvJZFI2bdoU+On3qqoq2bhxoySTyQLVDMWgDmgbrQWA4VC3R27QTipRLswfyWQM1wQmlZaWGi2vrKzMaHkAEIZkMil33N8oU2bODXTdlJlzZf1TTzNXtRwBbQCAVbQPgScIaHuJ83cBt+lbMH267ZLJpKxdu1YefvhhmT9//qCvXbBggTz88MOybt06Fgg8oD3mhQRtwCY0yCjRZmiz5bjdysvLjZY3btw4o+UBQFhKy8rk5jvvk5tu/4FMmj570NdOPm+O3HT7D+QbK+9nruqAkrArAABAT+otx3lEy2qEpgAEQqfhhEQiIYsXL5bFixdLa2ur1NfXy4EDB6S9vV3Kyspk3LhxsmzZMpk4cWLYVYVJyvbJQ2qAPbStkduzm7RnaLPluN3q6urk1ltvNVbesmXLjJUFwBzuvTqJREJmLKiWGQuqpe2l/bJlbaO8+fqr8s7BDhk5qlROHnOanF9dI+PGTwi7qgiAgDZgk4jeoSL6Y2MA2uwdbbYQAMA+9OjuqaiokFtuuSXsaqAI9GdoG60GgOGgPUYKGdp+qqiokMrKSmlpaRl2WfPnz+cBRMAz9ODHlI+fIHXX3xh2NWAA+WwAAKuk1WdoG64IAGDYskSwAO+otxw3XA8AxceUy01kaPtr+fLlVpUDAC7jrmc/AtoAnMW2hX7KKCfNZGgDgD/o0QH/8IALYA91a2TO5SRtQJsMbfvV1NRIVVXVsMqoqqqSmpoaMxUCABswXvEWAW3AA0wx4BPt5znBYMVPdHCA0/QL5iZrAcAk7ZCLeDbgPm7PbtJuOU6Gtv0SiYQ0NDTIhz56pur6adOmSUNDg8TjhAgAAPbjbgUAsIo2Q5t4NgD4gy4dsBdbjgPu4wGTaClRBisJaLshmUzKP/34EZkyc26g66bOnCsbN26UZDJZoJoBAGBWSdgVANATy7eA9gxtthwHAPvol0Hp0wHfZIigARahPUaJ/gztjOGaoFBGlZbJzXfeJzs2PinrV98ju7dvHfC1k8+bIwuXXiWzLqwmmA0AcAoBbQCAVbRrnQS0AcBCyj6dHh2wlzIuQvgMsIi2PXJ/dhNnaPsvJp3bj89YUC0zFlRL20v7ZcvaRnnz9VflnYMdMnJUqZw85jQ5v7pGxo2fICLCNuMAvMV4xV8EtAG4i7mVl7TZO9rFVQCAhejTAWvFlA2UBG3AA9yfncQZ2tFTPn6C1F1/Y9jVAADAKB7FAgBYRTtnJkMbAOzDMijgH+2QK0uPAFhD+4AJMy43kaENAO6Ksd4JdCOgDQCwiv4MbcMVAQAYoOvT6dIBe2nbJxnaABAOMrSRC+8uAMA1BLQBAFbJKlY7Y7EYTywCgIUIYAH+0Y656A8A9zHnchMZ2gAAwAcEtAGLMDUEdFuOk50NAH6hWwfsxZbjgPtojdGSiOuWf8nQBgAANiGgDQCwSkaRvsP52QBgJ/UyKN06YC22HAeii9uzmxIxUb15BLQBAIBNCGgDAKyRzWYJaKMXllCAaIqxZA5YKxaLqQIj3NMBe2iOeYK7YrGYKks7nckUoDYAAAA6BLQBANbIdv9PMGw5bj/eIiCaWC8H/KR56IQAGgCER3OOdjqTpe/2Ge8tAMAxBLQBANbQ7mgWJ6INAABQNJrNcVg2B+yhbY9sjOUuTUBbpDOoDQAAYAMC2gBCx5wYXbRPfxPPBgC/sGAO2E3TREkEA4DwJJSDK87RBgAAtiCgDQCwhvbp7xiRDwCwUpacTMBLmrEX29YCFlE2R81xA7CDNkObgDYAALAFAW0AzmJa5Z+M8jrt0+YAgALjZg14iS3HAbep2yPTLmcltFuO8zASADiJ3js4fmf2I6ANALBGRvn0N1uOO4D3CIgk9RmdRmsBwDS2HAeiifuzu8jQBgAAriOgDQCwhnYrSrYcBwC/0K8DdlNtOU7OA2AN2mP0lCR0S8DaY8EAAABMI6ANIHysWeMo7Vw5TuADAACgaFQjryznaAPWoClGjvaYriNp7cFgAAATWPEEjiGgDQCwhvZ8LrYcBwA7seU44Cfts4TE0AA7cH+OnpIEW44DAAC3EdAGAFhDm7SjfdocAFBgrIECXoopw1okaAOOY9rlLO2cmS3H/cU7CwB90DFaj4A24AEWhuCLjPoMbcMVgXHahW8AblOf0UmXAVhNnaHNxAWwgj5Dmxu0q0qU25qRoe0GWiYAHEOf6C8C2gAAa+i3HGeoAgA+oVcH7MaW44DjeN4schIEtAEAgONKwq4AgGNyLQy1vbRftqxtlDdef0UOHXxbRowaLaeMGStzqmukfPyE4leyAHjKG120STtxDtEGACuxBAr4iS3HAcAt2gxt7UPnAAAAphHQBiyUTqdlR8t6Wbf6HtmzY1vO1zx41x0yafpsWXTF1TJv4cVFriFQGNotx4lnA4Cl1BlgdOyAzfQZ2gRGABuoWyK3Z2ex5TgARAzdtwK/NNsR0AYsc7CjXb731Wvl+eeeGfK1u7dvld3bt8qGWfNk1tomSSaTRaghUDj6gDYrKwDgFbp1wGraJkpcBLCFrjFye3ZXSVx36mSajtsNNE4AOIY+0VucoQ1YJJVKyTeuWZJXMLunX2zbJPPmzZNUKlWgmgHFoZ0rk6ENAHbSLoHSrQN242FCwG3sIh09+jO0M4ZrAgAAoENAG7BEOp2WpUuXyoute1XX79y5U2prayWdThuuGVA8GWVEm0VVAACA4tFnaBNFA1zGrMtd6i3H0/TbAADADgS0AUs0NjbKU83NwyqjublZmpqaDNUIKD7ts98EtAHATlmCV4CX1Gdo0yUAVtCfoc28y1XaDO00HTcAOCnLedDwEAFtwBIrV660qhwgDPoMbcMVAQCEim4dsFuMoBYAOIUMbQAABscdz34EtAEL7Nu3T1paWoyUtWHDBmltbTVSFlBs2m0oydD2F4NJwG36DDCTtQBgGluOA9HE7dld2oA2GdoAAMAWBLQBC6xatcpoefX19UbLA4pFmaBNQBsAAKCI1FuOm60GACVilNGj3XL8iHaSDgAwgyVPoBsBbcACbW1tRss7cOCA0fKAYtFnaBuuCADACO2CeYxZO2A1dRslLgJYQtcYeY7YXbFYTBXUThPQBgAAliCgDVigo6PDaHnt7e1GywOKhS3HAQAA7KcderHlOGAHWmI0aQLaRzIZydJ3e4m3FQDgGgLagAVKS0uNlldWVma0PKBY9FuOm60HACBcPKcE2E3bRFk7B4DwlMQVy8BZ/TwdxcPQGQCOoU/0FwFtwALl5eVGyxs3bpzR8oBiIUMb/bB4AjgtSyMGvBRTjr3oEQA7cCRINOnP0c4YrgkAIF/ceYFjCGgDFqirqzNa3rJly4yWZysWxPyjztAmRdt6vENARKkXzAHYTPssIdvWAo7jBu20EnVAm74bAACEj4A2YIGKigqprKw0Utb8+fNl4sSJRsoCik2foW24IgAAI1j+BPyk3nKcTgFwGtMut2kztNMEtAEAgAUIaAOWWL58uVXlAGFgy3EAgAhnaAO2Y8txwG20xWgiQxsAALiMgDZgiZqaGpm/4MJhlVFVVSU1NTVmKlRErFmji3rLcSIfAGAl/fIn/TpgM32GNkERwAq0xUjSBrTJ0AYAADYgoA1YIpFIyL0PrJIPVZypun7atGnS0NAg8TjNGu7KKCfKbDkOAH6hWwfspj9D22w9AOhomyL3Z7dptxwnQxsAANiAyBdgkbKyMllx90MyZebcQNedO+cC2bhxoySTyQLVDCgOMrQBwDOsfwJeiinDWnQJgNuYdrmNLccBAIDLSsKuAIBjMiIyqrRMbr7zPtmx8UlZv/oe2b1964Cvn3zeHFm49Cq59PLLoxnMZk7lHf0Z2oYrAgAwQn2rpl8HrKbP0GYAD9iAlhhNJcod/dhyHADcQ88dHFMV+xHQBizS1WkmEgmZsaBaZiyolraX9suWtY3y5uuvyjsHO2TkqFI5ecxpcn51jYwbP6H79YAPtAHtGKkCAGApZb9uuBYAzFIHtM1WA4CWsjFqd2eAHfRbjmcM1wTm0TYB4Bj6RF8R0AYskiuYVz5+gtRdf+Og13F2AHyhffA7QUAbAKxE8ArwU1y75TidAgCEhi3HAQCAywhoAxbRThHIToUv9BnahisCa2QJhwFuU2eAAbCaOkOb+zpgA/3ag9FqoMi0GdpsOQ4AcFnXDrhvvP6KHDr4towYNVpOGTNW5lTXSPnRHXDhBgLagEW0Z8oxqYQvtG1AOzFHEfEWAZHE8ifgJ+1tnQxtwBY0xigiQxsAIiTiXXc6nZYdLetl3ep7ZM+ObTlf8+Bdd8ik6bNl0RVXy7kXLCxyDaFBQBuwiHaBJ05EG55Ik8kHABDhaT3Actr5BzERwA40xWgiQ9tfjJwB4JiDHe2yYvnV8vxzzwz52t3bt8ru7Vtlysy5MqPxESk99eQi1BBaHL0LWEQb0GbgCl9othyPxWJsuw8AnqFXB/zEluOAJVh7iCQytAHAPTHuvoGkUin5m2WX5RXM7mnXs5ulumq+pFKpAtUMJhDQBiySUc4qnY/luV5/GKN5qIPdxgHAXmwvDPhJO/+gTwDsoG6KzL2cVhLXLQMT0AYAuCCdTkttba385oU9quuf37VLamtrJZ1OG64ZTCGgDVhEnaHtfEQb6KTJ0I4T0QYAiykf1jNcCwBmabccJyQCuI0sMbdpM7TTmYzhmgAAYF5jY6M0NzcPq4zm5mZpamoyVCOYRkAbsEhWGdGmIcMH2WxWF9DmgQ4AsBYZYICftE1UO98BAAyf9gxtMrT9xLsKwDcrV660qhyYRxwMsIj2mdeoZmhzBp9fst3/EwwJ2gAAAMWl3nLcbDUAKPFsSTRxhrbHWBcB/EX7zsu+ffukpaXFSFkbNmyQ1tZWI2XBLALagEX0W46brQcQBk12tggZ2gBgM/XYxmw1ABimfaCWIBpgC+WRINygnabN0E4T0AYAWG7VqlVGy6uvrzdaHswgoA1YhC3HEWXaOTIBbQDwD2d0AnZjy3HAbbTEaIrHYhJXBLXJ0AYA2K6trc1oeQcOHDBaHswgDgZYRDtHiOqW4/BLRtkA2HIcADxE3w5YTR3QNloLAEBQmiztdCbLA0le4j0F4I+Ojg6j5bW3txstD2YQ0AYsoj0Tmng2fECGtt94l4Bo0i6T0WcAdmPLccBtHAkSXZpztLPZrHq+DgBAMZSWlhotr6yszGh5MIOANmAR7aSSgB58oD9D23BFAAAAMCjt9EP7AC8AO7A7nPs0AW0RztEGANitvLzcaHnjxo0zWh7MIKANWISnpBFl+oA2LQAAbMX2lICf9GdoG60GACVVU2Ta5YVEXLcUzDnaAACb1dXVGS1v2bJlRsuDGQS0AYtkIrrluOPVhyHsUAAA6ELXDthNveW44XoAKCZuzj7QZ2hnDNcEAFBIURt3V1RUSGVlpZGy5s+fLxMnTjRSFswioA1YRJ2hzaovPJBWNgA+/n4jkwtwG00Y8JN6y3Fu7IAdFE2RaZcfEsqANhnaHuItBeCZ5cuXW1UOzCOgDVhEu8DDxBI+0G45niCiDQDeiTG6AazGluOA2zjPPrq0GdoEtAEgHMyM81dTUyNVVVXDKqOqqkpqamrMVAjGEdAGLKKdH7DlMnyg3nJcOSEHABQBa5+Al9hyHADcpH0gnIA2AMB2iURCGhoa5CN/dZbq+ilTp0pDQ4PE44RNbcU7A1hE+5Q08Wz4QL3luOF6AADMUS990rkDVtNnaBMQAWygaYmsO/ihJKE8Q5v+GwDggGQyKf/vA2tkysy5ga6bMnOuPP7k05JMJgtUM5hQEnYFAByjzlBlYgkPqHcooAEAgHfo2QG7aQNbJPgBlqAtRlaJNkM7zYcGAOCG0WVlcvOd98mOjU/K+tX3yO7tWwd87eTz5sjCpVfJ9MpFBLMdQEAbsIg2oM05k/CB/gxtwxUBABjDGZ2An+LMPwCnqTK0jdcCYShJ6DbrJEPbbrRPADgmJp3bj89YUC0zFlRL20v7ZcvaRnnz9VflnYMdMnJUqZw85jQ5v7pGxo2fEHZ1EQABbcAiGbYcR4Rpt6DUnuEIACgC1j4BL2mHX3QJgMOYd3khodzh7Eg6Y7gmAAAUR/n4CVJ3/Y1hVwMGcIY2YBF1hjYTS3hAOz+O8/kHAGtpg1f07ICftDvyAAgf92Y/lCgD2mnOjAAA+I65ivUIaAMWUWeoGq6HK7jH+EW7wMkR2gDgIfp2wGrqBwoZvwNWoClGlzpDm4A2AAAIGQFtwCLa+QEBPfhA+4BCggxtALCWPkObvh2wGfFswHE8HR5ZJcoOnIC2n7SJNQAAhIEztAGLqBd9CejBA9oMbT7+AGAx7XEqZmsBoAjaXtovW9Y2yhuvvyKHDr4tI0aNllPGjJU51TVSPn6CiLDlOGALTUvk3uwHbYY2W44DAICwEdAGLMKW44iytHrLcVqAC3jwBgAAf3SNv9LptOxoWS/rVt8je3Zsy/naB++6QyZNny2LrrhaLr388mJWE4BJDOe9oD1DmwxtAIDvuNPZj4A2YBFtwgIBPfiAzz8A+Kdv155PBqeIsGgOWC4mIgc72uV7X71Wnn/umSFfv3v7Vtm9fatsevQBeerxRkkmk4WvJIABaeZe3Jr9oA1oax9ABwCEgyMF4CMC2oBFMsrngIjnwQfaLSg5Qx4AbJYNnMF57gULWTQHLNfenpJvXLNEXmzdG+i6HVs2yrx582TTpk0EtQEgBIlEXHXdkXTGcE0AAACCIaANWET74BQBbfhAHdAmog0A1upItcuK5VcHyuCcMnOuTH/0YUmOOKUINQQQVDqdlqs/XRc4mN1l586dUltbK2vXrpVEImG4dgAKJcbjZl4oUS4gHSHTz2q0TgBAFOgeywNQEOotlx0funK2LkREtEdycSMDADulUin5m2WX5RXM7mnXs5vlkoULJJVKFahmAIajsbFRWp5+alhlNDc3S1NTk6EaAQhKNfVi2u6FkoRyy/E0AW0AABAuMrQBi2gzVIkHwwdkaEdL3ufoAnBSOp2W2tpa+fULe1TXP79rFxmcgKVWrlxprJzFixcbKQtAUL3nXozNoyMei0ksFgt8tioZ2gAAIGwEtAGLaKcHZDjDB+oMbT7/ztCcowvATY2NjdLc3DysMroyOAl4AfbYt2+ftLS0GClrw4YN0traKhUVFUbKAxBANvjY/Pyq6iJXEoWSiMfkSI+M63weaDhChjYAAAgZAW3AIkGfkO1COA8+6JuhnW+WAAnabuhoT8mK5VcGPkf34YYGObX01CLUEIBJZHACflq1apXR8urr6+WWW24xWiaAwWWzWTnY0S7f++q1gcbmT8+aJ3PWNkkymSxCLVFIJfGYvHs4+MPGmWyWB8o9kxXWFAHb0UaD41blLwLagEXUZ2jTScMDmUxWlcHLhNp+qVRKrlt6qfxq7+5A1+16drPUVFfJ1mc2s3AGOIQMTsBfbW1tRss7cOCA0fIADO2tVEq+cc0SebF1b6Dr/nPbJpk3b55s2rSJsbnj3j3YISu+fE3gh43nPd4op7zvpMJXEMGxLAIAiAAC2oBF2HK8E+d3RVN7KiUrll8deFL98UcelpNHnVKEGkKj6xzdoMHsLnue5xxdwDVkcAL+6ujoMFpee3u70fIADC6dTsvSpUsDB7O77Ny5k7G541KplNx45Sdk/y/3BLpu17ObZX5lpTyzmQcaAABAOAhoAxbpu+VyvnwIZ3O2brSlUim5vu4y+fULwSfVly5aIFs2k8FrK87RBaKHDE7AX6WlpUbLKysrM1oegME1NjbKU4zNI6vrYeOgwewuz+/igQYAsEE+yWDaxDnAZgS0AYvotxx3O6TN2brR1jWpDhrM7rJ7Fxm8NuMcXSB6yOAE/FVeXm60vHHjxhktD8DgGJtHGw8bA4CDji77B00G+8inlhSxkkBxxMOuAIBjMspnp1yOZ3edrZtPMLunrrN1U6lUgWqGYjE5qYZdCnGOLgD7kcEJ+Kuurs5oecuWLTNaHoCBMTaHyQcaAADFc7CjXVYs/4x876vXDhjM7rJ7+1b53g1flOuWfZJ1c3iHgDZgEW2GtqtnaJs6WzedThuuGYqJSbW/CnGOLgD7kcEJ+KuiokIqKyuNlDV//nyZOHGikbIADI2xebTxQAMAuKk9lZJvXLMkcDLYtk0tMm/ePILaAbBNu/0IaAMW0W85brYexUJmLphU+41zdIFoIoMT8Nvy5cutKgdAfhibRxsPNACAe9LptHz5mivlxda9qut37txJMhi8QkAbsEhWGdF2NJ5NZi6YVHuOc3SBaCKDE/BbTU2NVFVVDauMqqoqqampMVMhAHlhbB5tPNAAAO5pbGyULRs3DKsMksHgEwLagEUymotibm45TmYuRJhU+45zdIHoIoMT8FcikZCGhgb50EfPVF0/bdo0aWhokHic5QigmBibRxsPNACAe0gG03IvVoL8MIMELKLJ0I452kGTmQsRJtW+4xxdILrI4AT8lkwm5dt3PyxTZs4NdN3UWXNl48aNkkwmC1QzAANhbB5tPNDgNzdXBgEMhmQwoD8C2oBFNDuOO5icLSJk5qITk2q/cY4uEF1dGZwTPnaW6vqpU8ngBGw3uqxMbr7zPrnp9h/IpOmzB33t5PPmyE23/0C+9e8PEMwGQsLYPNp4oAEA3EIyGNBfSdgVAHCM5gTtuKMRbTJzIcKk2ndd5+iaeKKUc3QB9ySTSbn9/kb5xy9fI7ue3Zz3dVNmzpUnH2sk6AVYLhaLSSKRkBkLqmXGgmppe2m/bFnbKG++/qq8c7BDRo4qlZPHnCbnV9fIuPETRER4SAUIEWPzaKurq5Nbb73VWHk80AAAhUUyGNAfAW3AIhnVluNuIjMXIkyqo2D58uVGFs04Rxdw0+jSzgzOHRuflPWr75Hd27cO+NrJ582RhUuvkumVi+REgtmA9frOQ8rHT5C6628c9BrNfAeAOYzNo4sHGgDALSSDAf0R0AYsotty3M2QNpm5EGFSHQVd5+g2Nzery+AcXcBtQTM4AbhBMw0hng2Eq6amRhZceKE8/dRT6jIYm7uLBxp85ubaIICBkQymR4/oLwLagCWy2axkNRnajvbQZOaiC5Nqv3Wdo3vurDnyq727A18/acpUztEFHNZ3ZJNPBqeIu+MbIEpiLBUBzkkkEvLAqtVy3qzz5cXWvYGvnzZtGmNzh/GwMQC4g2SwEPDwrfUYgQKW0PaXcUfXkboyc00gM9dtNTU1cuGFFw6rDCbVdksmk/IfDz4mU2bODXTdlJlz5ZHHn+QcXcBpzAgBX+kytHUP8QIwp6wsKSvufijw2Pyc2fNk48aNjM0d1vWw8aQpU1TXn3HmJB5oAIAiqaurM1oeyWDwASMQwBLadR2XMyNMZdSSmeu2ziyBB+VDFWeqridLwA2lZUm5+c775KbbfyCTps8e9LWTz5sjN93+A/nGyvuljAUzwGmErQB/aUde9AtAuLIiMqq0LPDY/LYfriKY7YFkMinrn9qgetj4jvsa+QwAQJGQDAb0x5bjgCWyyqUdl7fkZLsrdCktK5MVdz8k37/xOtn17Oa8rztn9jzZ8EQTk2pHaM7R1faNACyhfmAPgO1iLk9EAAQem8cTiZBrDFNOPukkufnO+2THxidl/ep7ZPf2rQO+dvJ5c2Th0qtkeuUiOWHUCUWsJYohmxUG3oDFOKYR6I2ANmAJbYa2q1uOi3C2Lo7JZI9lCQSZVC+65DKC2Y7K9xxdAG5TP5Li8PgGiAptPDuTdXsOA/gon7E5zdYfJfGY6mHjdCYTYq0BIHpqampkzgXzZcvGDeoySAaDTwhoA5aI4pbjIsfO1v3bL1wVKDN3ysy58lBDA8FMT2SONoCgk+oSsgQAwEuuj2+AKNC20izpYECo2P8I8Zh0PpV0dB6e78PGRzJ8egCgmBKJhNx59/1Sc9GF8mLr3sDXc0wjfENAG7BERhnR9mGnv66zdYNud1VWRjDbF7k+//lMqsnuAQAACAdbjgOOIiYZebFYTEriMTmSDvZhIKANAMVXlkyqjmmcNa9S1jY9SjIYvEJAG7CEdloQ92QhSbPdFfyhnRf78vkHAF9pd6ABYD/tKIx4CBCurHL1gamXXxLxmBxJB7smk8lKJptlHg4ARaY5pvGqT9USzIZ3CGgDlshqM7QN18MGnK0bPdodCsjQBgA/sU4K2E/bTrXzHgCAOSXxmLyruC6dyUo8wUDNNoydAf8FTQaL9Dbj2nmK2VqgAAhoA5bQZiqw1R98oA5oE9EGAKtps8AA2E87D6FXANzEzMsvCeVcOp3JynEJw5UBAARCMhiiKsKPaQB20S7sEM+GD9hyHAAAwC3aURgJ2kC49G2QuZdPSpQBbc7RBgAAYSGgDVhCu/VelBNUyfryB1uOA4CftIvmdO+A/dRbjjOGB5zEs8R+0Qa00wS0AQBASAhoA5bQL/gyq4T7yNAGAPTEkSqA/bTzEDK0ASB82i3HydAGgOJiagwcQ0AbsIQ2Q5WbGnxAhjYA+EnVu9O3A07QZ2gDCBNtECIiJXHdkjAZ2gAAICwEtAFLaKcEZKjCBxnlpJjPv/9YLgGiiL4dcIH+DG3u7kCotA/TG64GwqXP0M4YrgkAAEB+CGgDluCMSUQZW477j7cKiChF/053AbhBezQA4WwgXLRBiOjP0GbLcQAAEBYC2oAl2HIcUcaW4wDgJ5Y8AX+ptxynYwCcxNqDXxLKN5SAtl94NwEALiGgDVhCO4jUZkYANtEHtPn8A4DdWCYDfMWW44Cb9C2QuZdPShK695MztAHADVHurdXzlEj/1txAQBuwhHZhhyklfKBd1ySgDQB203TvdO2AG7TjMJaJgJBx3BlEpIQMbQAA4BgC2oAlOEMYUZZmy3EA8BNrnoC39BnaRqsBAFBQZ2jTiQMAgJCUhF0BAJ3UGdoeBPR8+BkwPOoMbSLaAGA1VYa28VoAKIS+Y/i2l/bLlrWN8sbrr8ihg2/LiFGj5ZQxY2VOdY2Uj5/Q/bpCbeXX2toq9fX10tbWJh0dHVJaWirl5eVSV1cnFRUVBfmegItytcC82i83aK/kOkM7n8/BkTQBbRfke08OE/dtQM+FNm4Tfl/+IKANWKLvlCDfjtbHeF7+i2HwRd+nvKP8+Y8K1weTTL4BnfwWzOncARfEYjFJp9Oyo2W9rFt9j+zZsS3n6x686w6ZNH22LLriajn3goVGM7TT6bQ0NjbKypUrpaWlJedrbr31Vpk/f74sX75cLr/8ckkkEuYqADio66GSoO33sssvL2Y1UWAlic5NO4N+Dv5i8SeKWU0EoLknd66sFW/szX0b0Avaxj98xSeLXEO7qPpEgg3Wi2W1aaGIvLa2Njn99NNFROTll1+W8vLykGvktrY/vyPbf/fHITtaEenV0U487UQ587RkEWtq3s4Df5YX/2974J991odPldPKRhSxpiiUPa+8Jb9+LRX4MzB9/Pul/MSRRawptHxo5/lMvkWEyTfQw+O/fFXePfxeoLY/c8FFcvlZ44pYSwAaz+z7vfz3z18pzz/3TN7XTJk5Vx56sEE+PO7UYX//VColS5Yskaeeeirva6qqqqShoUGSSbfnT8Bw/OngYVn3/Evyva9eG6j9Tp9zgTQ/3kj78cQbBw/Lk3wOvNH4n7+Vb335msD35A1PNMrJJ51UuIr14PN9O5/wiqkAjCaS0/+SHIVkh3yFSr9y8ig4r/r2fYWqXJ38fqbs0C8Z6vscvejAW+/Iz/YfkP/11evk+Z/m38bPm1spDzc0SNlQ7SdroK4GXpRPGf12ehrgop/++oD8w5c+G+j3NWXmXGl8+CH5y9Pen/c1GFwh4ocEtKFGQNusF/7rVfl03RWBB5///uP7ZfpH3P7db2n9vfzNNcEXwx588EH5yLgxBawZBpPv7SOfVz37q5fly4rPQH39avlIebDPQO76DD2YH/havTzGvMGuDVDDfO/+pn7mn/6mTb7yhasCvceTZ86V+39SLx/6i1ON1GU4I55UKiVX1l0hLRuezvuaygUXyr0PrOqcfOf45sP5efK+1uCkLucWsUX+HA1aXt510dfG5Kh5OO9hvj/D8L6HGRt/+V9y21euld0BJpJTZ86VTevWWL9wBURZKpWS6bPmSOve3YGvPeOvJsl9jz4ho8t0bTwrIh3tKblm8cWyT/H9P3rmJLn74YG+v3JBusD3Q83C6bC+Xxj3u3510F0Zxhip/3WFDRQMd9H4zT+9JV9edpn8rnVv4O99xl+dJf/vA2tkdFlZ4GsLF8wxFEgq4Hiof5XNtNfh9Edvpd6SGz7zCdXnYMLHzpJ/uf9RGVXa53NQ5LlBft2E8net/Dyof7a8+ojc/3qwo12+dtVi1Xv5oY+eKf/840dkZN/3Uin3ZzIrBzva5X9+7pPy4j5dHb/zo4f7fd5M3auG/IQQOUHIUu0p+ebna3VtvOJMWXH3Q/37a48d7GiXr1+zRPX7mjR5imx5ZjNrEYYQ0IZVCGibk0qlZOac8+WF3c8HvvZDHz1TvnfvozJ6iBuTkYY+QCEDlz30dz3Y0S43XbVYXhrGwHtUaVlBxpcDDcTV1wb53oZ/oEDBzyLfFQ52tMvN1yxRfQbGV5wp347YwMxFrr/HBzva5RvXLJEXmTwAgQxnIjl16lTZtGkTE0nAQul0Wqqrq6W5uVldxpSZc+XmO+9T7WSSTqfl29dfKbue3RzK9wdclk6nZcXyK+X552g/UcbnwB8u3BNdqCNgK/rrYEz0N1VVVbJ27dpI/L4KrRDxw/iwSwAwLOl0Wmpra1XBbBGRF/ftlW//7Rfk7UOH5dB76QH/vGviz5Hcfw4P+Ccz6J933n1PvvN3X1QFubp+9n/6yhfl0OH35Eg6Y/xPOtefTDavP5lh/slmzf6RnH8k958iSqfT8v0br1N/Bl5q3Svfv/E6SafThmsGU1x/j7vqrwlmi4i8yGcUEdXVdjTBbBGRnTt3Sm1tLW0HsFBjY+OwgtkiIrue3Sw7Nj6punZHy/phLVIN9/sDLtvRsn5Yi+IitB8f8Dnwhwv3RBfqCNiK/joYE/1Nc3OzNDU1GaoRTCOgDYQs7AWhMDGoBZ8B/7n+HrtefyAsTCQBf61cudJIOetX36O6bp3yOlPfH3AZ7QcifA584sJ76UIdAVvRfoIx9fsyNd+BeQS0gZCFvSAUJm7K4DPgP9ffY9frD4SFiSTgp3379klLS4uRsnZv3yptL+0PdM3LL/5G9uzYFtr3B1xG+4EInwOfuPBeulBHwFa0n2BM/r42bNggra2tRsqCWUUJaB8+fFh++MMfyqJFi2Ts2LFywgknSGlpqUycOFGuueYa+elPf5rzut/97ncSi8UC/fngBz/Yr5xvfetbgcv51re+NejP9MILL8hf//Vfy4QJE2TkyJFy6qmnyvnnny933XWXHDlyJO/fzapVq2ThwoUyduxYGTFihHzwgx+UK6+8csDfSS5vvPGGfPOb35TJkyfLiSeeKMlkUiZPnizf/OY35Y033si7HBRf2AtCYeKmDD4D/nP9PXa9/kBYmEgC/lq1apXR8rasbQz0+q3rzO7aEPT7Ay6j/UCEz4FPXHgvXagjYCvaTzCmf1/19fVGy4MZBQ9ov/zyy3LOOefIF77wBXnyySfl1VdflcOHD8vbb78tv/71r+VHP/qRzJgxQ2644YbOc16HaeLEiQZqPXg5P/zhD+Xss8+Wu+66S37729/KoUOH5I9//KNs2bJF/vqv/1rmzJkzZCD50KFDcumll0pdXZ00NzfLq6++Ku+++67813/9l9x///0ya9YsWbFixZD1/NnPfiZnnXWW3HrrrbJ7925JpVLS3t4uu3fvlltvvVUmTZokP//5zwP//CiOsBeEwsRNGXwG/Of6e+x6/YGwMJEE/NXW1ma0vDdffzXQ6994/ZVQvz/gMtoPRPgc+MSF99KFOgK2ov0EY/r3deDAAaPlwYySQhZ+5MgRufjii2XPnj0iIjJp0iS54YYbZOLEidLe3i5bt26Vf/mXf5G3335b7rjjDhk7dqx87Wtf675+3Lhx3dcO5rvf/a488MADIiJy9dVX9/v68uXLZcmSJYOWkU6n5fzzz5dUKiXJZFJqampyvu7JJ5+Ua6+9VjKZjHzgAx+Qr3/96zJ9+nR588035Qc/+IE88sgj8tOf/lQWL14sGzdulHg89zMDn//85+Xxxx8XEZELLrhA/vZv/1b+4i/+Qvbs2SP/9E//JL/97W/lH//xH2Xs2LHyhS98IWcZBw4ckEsvvVRee+01KSkpkRtuuEEuueQSERF5/PHH5fbbb5c//OEPcskll8gvfvELGTdu3KC/AxRf2AtCYeKmDD4D/nP9PXa9/kBYmEgC/uro6DBa3jsHg5V36ODboX5/wGW0H4jwOfCJC++lC3UEbEX7Ccb076u9vd1oeTCjoAHtpqam7oD0jBkzZMuWLZJIJLq/fuGFF8pll10mM2bMkPfee0+++93vyle+8hUpKems1nHHHSdnnnnmoN8jnU7Lpk2bRESkrKwsZyB6zJgxMmbMmEHLWbdunaRSKRERqa2tlZEjR/Z7zZEjR+TLX/6yZDIZSSaTsm3bNvnwhz/c/fVFixbJ9ddfLytXrpRnnnlG7r//frnqqqv6lbN58+buAPyll14qjz76aPfv5eMf/7hcdtllcvbZZ8vvf/97uemmm2TJkiVy0kkn9Svn61//urz22msiIvLAAw9IbW1t99fmzJkj55xzjixdulRee+01+cY3viF33333oL8DFF/YC0Jh4qYMPgP+c/09dr3+QFiYSAL+Ki0tNVreyFHByhsxanSo3x9wGe0HInwOfOLCe+lCHQFb0X6CMf37KisrM1oezCjoluPbth07O+8f/uEfegWzu5x99tndWcV/+tOfAp+R9/TTT8sf/vAHERFZsmSJjBo1SlXXe++9t/vvuYLQIiKPPvqo7N/fef7lP/zDP/QKZnf5/ve/L+973/u6/57L9773PRERSSQSsnLlyn6/l/e///1y2223iUjn7+SHP/xhvzJee+01uf/++0VEZOHChb2C2V1qa2tl4cKF3T9fV/Ab9gh7QShM3JTBZ8B/rr/HrtcfCAsTScBf5eXlRss7ecxpgV5/ypixoX5/wGW0H4jwOfCJC++lC3UEbEX7Ccb074vdju1U0ID24cOHu//+oQ99aMDX9QwMv/vuu4G+R89AdK7txvORSqWkqanzrL/x48fLnDlzcr6usbGx+++f/exnc75m1KhRsnTpUhER2bt3r/zmN7/p9fWOjg7ZsGGDiHRmqA+0ILB48WJJJpMiIvLII4/0+/qaNWsknU6LiMjnPve5AX6yY/VMp9OyZs2aAV+HcIS9IBQmbsrgM+A/199j1+sPhIWJJOCvuro6o+WdX10T6PVzAr7e9PcHXEb7gQifA5+48F66UEfAVrSfYEz/vpYtW2a0PJhR0ID2GWec0f33F198ccDX/fa3vxURkVgsJh/5yEfyLr+9vb07yPyXf/mXcv7556vq2dDQIO+8846IiFx55ZUSi8Vyvm7Lli0iIjJx4kQ57bSBF6Xnzp3b/fetW7f2+tqOHTu6g/Y9X9fX8ccfL+edd173Ne+9917OugxVzmB1QfjCXhAKEzdl8Bnwn+vvsev1B8LCRBLwV0VFhVRWVhopa9L02TJu/IRA15SPnyBnnTsrtO8PuIz2AxE+Bz5x4b10oY6ArWg/wZj8fc2fP18mTpxopCyYVdCAdl1dXXeW8W233dadUdzTzp075YknnhARkU996lPdr8/HQw89JAcPHhSRzm3CBwpEDyWf7cY7Ojqkra1NRDon8YPp+fV9+/b1+lrP/863nCNHjvTL9O4q58QTTxw0uD527Nju32nfugylra1t0D+vvPJKoPLQX9gLQmHipgw+A/5z/T12vf5AWJhIAn5bvny5kXIWXaHbYe0i5XWmvj/gMtoPRPgc+MSF99KFOgK2ov0EY+r3ZWq+A/NKCln4qaeeKj/+8Y/l05/+tGzbtk0+/vGPy9/93d/JGWecIR0dHbJt2zb5l3/5Fzl8+LBMmTJFbr/99kDl5xOIHsp//dd/dWc7z5o1K+e52CKdwd1sNisiQ28Tffrpp3f//eWXX+71tZ7/HbScj33sY/3KyWfL6tNPP11eeOGFfnXJ5zoU3vLly6WlpWXY5bh4Y7roiqtlz45twy7HxZ8dnfgM+M/199j1+gNhMdV2mEgC9qmpqZGqqippbm5WlzFl5lyZXrlIde25lYtkysy5suvZzaF8f8Bl51Yukskz5srzz9F+oox+tAhy5lzFhn5JQNPnXzTs93LqzLkyc8FFEo/3qVGOxDFNnWdeWC1TZ86VncOp46y5MruqWhLxoXLz8qiz4ofI55I83vI8rxv6ImVOX8DvkvtFqvrm872GuEj7I/d//818rvMqY4iC8/m+F116uTz9yAPyn9s2Ba/UUR+fc4FcfNnlEu/TfjQ/d36fPeXvWNVeeruspkY2N9bL9i0b8/mOOVVVVUlNTY36ehRWQQPaIiKf+MQn5Oc//7ncfvvtcvfdd/c75/oDH/iA3HLLLXLttdfK6NGj8y7397//vWze3HkjnDlzpkyYoMt6uvfee7sD1YOdwd3e3t7999LS0kHL7PlzdHR0FLScocroWU7fMmCHUBeE8rzbmrix9yszJnLeggIOvHt+o77/pP5uA9MOXIO/NM+fZ5g/ZL6XD+d7x0Rk3qKLZcMj8+QXwxiYnT17nlRedEm/gZlGoF9bXgP7YKUO620bqAkMp8yBrg/QrhZecplsfPQB+dnWTeo6fHz2PLnokssknsjvPc7vZ87xM+S4sPqyy2VjY738bBiD4XPnXCCX5Jg8DFizvN+0YX7iArRVrXz7iNgwvotNP6+IqHcMMvG9+5U3jALz/nQN8E//rfaT8syaVfLTzfqH9phIAnZKJBLS0NAgM2afL7/c83zg6yvOnCz3P7BKygbYna1/39W/o/lJ/Wq54tKFsnd38O9/1uQp8sCq1QN//8AlBryuzw9osu83t5g+0Ot0q8tGf0ZlYXmNNfIe32vroHtRPnUPMh4af/8DsuTihfJS6958r+o2eepUeezRh3PurpjvvCGv65T0n4+h/6WQn4+826DBQMLcxxrlwvmVsmvXzjy/+zFTp02Tpx5vzGuXzfz6JTPrNiaCfPl87+GM9wthwbo1cu7MOfKrF3YHvnbSlKmyad2aQDumalywbo3MmzdPdu4M/nmbNm2abFxb+DoCtrr3J/Vy2aIL5UXFfXvatGnydJ79tS+aH2+Uj8+cI79W9ImTp0yVhoYGI2vMKIyCB7Tfe+89eeCBB+Sxxx7rDhz39Nprr0l9fb2cccYZcvHFF+dd7v33399dnjY7u6scEZERI0bI0qVLB3zdoUOHuv9+/PHHD1rmCSec0P33rrO5C1XOUGX0LKdvGUMZKqP7lVdekXPPPTdQmeiva0Fo+qw50ro3eEd75uQpsmltU/eNybaB9VDmr1uj/tnPmlycgTcKa9baJpl23iz57T7dwKzliSY+A5Z7+ommYbXzp0N+j59+vHFYk+98F3sA3zzR+Ih8fMZs9cSbiSRgr2QyKfc3rpVrrlwW6OHUKTPnyo/ur5e/+suBj83Ky0kjZduWZ6S2tjbQg8FVVVXS0NDAfRmRNuaU98m3735Ivn/jdYHa78y5lbJuzaO0H0+8/+STZPPmTfSjHkgmk3JXw2Pyd1+4KvA9+eEivZfJZFI2beLzBmiUJZOygvt23pLJpPzb6ib56rWfDdwnPvrwQ5H7fbmmoCtEb7/9tixYsEC+853vyBtvvCE33XST7Nu3T95991156623pLm5WWbPni0/+9nP5NJLL5X//b//d95l33fffSLSGay94oorVPX76U9/Kr/+9a9FROTyyy+XE088ccDXjhgxovvvhw8fHrTcd999t/vvI0eOLGg5Q5XRs5y+ZQylvLx80D9jx44NVB4Glkwm5YcPPy5TZs4NdN2UmXOl4bH1cuKJJ0osFnMumC3S+bP/oOEx1c/+0OPrucl4IJlMyj/9+BHVZ2Djxo18BhzQ2c51fZwN7bxr8l1VVRXouqqqKj6jiLRkWZmsuPuhwG3/7NnzaDuAA0qTSbn5zvvkptt/IJOmzx70tZPPmyM33f4D+cbK+6W0rMzI908mk7J27Vp5+OGHZf78+YO+dsGCBfLwww/LunXr6FsQedmsyKjSssDt998eyJ2ZDXfRj/ojqbwnjzJ0T84HnzdAJxbT3bf/PcL37dKyE1V9YlR/Xy4paIb2N7/5TXnmmWdEROSHP/xhry29jz/+eLnwwgvlggsu6F7wveGGG+SCCy6QSZMmDVrujh07pLW1VURELrvsMjnppJNU9QtyBndZjxv8UFt3v/32291/77sluMlyDh48mNc24l3l5LM9OcIzurRz8Llj45OyfvU9snv71gFfO/m8ObJw6VUyvXKRFx1taZnuZx9om0C4Z+To0sCfgVkXVnvx+Y8K19t51+S7qalJVq5cKRs2bBjwtQsWLJAvfelLUlNTQ3YpIi0rxybeQdr+/OpL6N8BB8Skc7epGQuqZcaCaml7ab9sWdsob77+qrxzsENGjiqVk8ecJudX18i48bojwoaSSCRk8eLFsnjxYmltbZX6+no5cOCAtLe3S1lZmYwbN06WLVsmEydOLMj3B1zUtdth0PY79Nm1cBH9qB/isZjqnpzpv5lqQfF5A/SCtvGor0eFPU9BYRQsoJ3NZuVHP/qRiIicccYZA55PXVJSIitWrJDZs2dLJpORH/3oR3LHHXcMWnaQQPRADh8+LKtXrxaRznO8Fy5cOOjry8vLu//e1tY26Gt7btV9+umnD1rOOeecoy7ntddeG7IuPcvpWwbso+loXczKzoWbTLRlsooFlTzPU4YlYu63cybfgE7wBfNEyDUGkI++5/qWj58gddffOOR1OU4iM6KiokJuueWWwhQOeCRXE8yn/fqx8oDB0I+6K96ngeZ7T84U6qacBz5vgF6+bRyd+H35o2AB7ddee03efPNNERGZOnXqoK89++yzu//elXk9kPfee687ED1mzBhZtGiRqn6PP/54d/0+/elPSyIx+MJZaWmpnH766fLyyy8PWceeX//oRz/a62sf+9jHcr5usHJKSkpkwoTei/sf+9jH5Be/+IW89dZb8uqrr8ppp+U+g+yVV16RVCqVsy6wS98z5qPV0eoWw+CHbDar+vzHPXmYI6pcb+dMvoGhaRfMATiCoRjgJG38ypeH6QEfaddHMsVO0QYAYBgKlt5WUnIsVn7kyJFBX/vee+/lvC6XJ554Qv74xz+KiMiyZcuGfP1ANFnes2d37rf/q1/9Sl599dUBX7d587HD5mfNmtXrax//+Mfl+OOP7/e6vg4fPiw//elP+13Tty5DlTNYXWAX7RCSOSVcp/3s930CGQBgGe2CudlaACgQbVtl6RwIV5ZWCHhHHdCmOwC8RfOGjwoW0D755JO7z7577rnnBg1q9wy6jh8/ftByewaiB9rGfChvvPGGrF27VkREJk+eLJMnT87rupqamu6///jHP875moMHD8qDDz4oIp1Z1GeccUavr5eVlcn8+fNFROTpp58ecMvwRx55pDuz+hOf+ES/r1922WXd5yB0be2eS1c94/G4XHbZZQO+DuFTPyVtthpA0Wk/+2RoA4Dd1BNounfAa3135gFQXPoMbbP1AGCO9oH/MLccB5AvbsBAl4IFtOPxuFx88cUiIvKHP/xBvvOd7+R83Z/+9Cf5H//jf3T/9yWXXDJgmW+++aY88cQTIiJy1llnyZQpU1R1q6+v784KD3IG9yc+8Qn58Ic/LCIi3/3ud+W3v/1tv9d87Wtfkz/96U/df8/lxhs7t1k8cuSIXH/99ZJOp3t9/Y9//GP37+Skk06SL3zhC/3KOO200+TTn/60iIg8+eST8tBDD/V7TUNDgzz55JMiInLllVcOuC053Ma2X3CddgLFJx8AbEf/DviMDG0gWnigGLCXPkObuzIAwB0FC2iLiPzjP/6jjBo1SkREvvWtb8lll10mDz/8sOzcuVOee+45ueOOO2TKlCnyy1/+UkRE5s+fL1VVVQOWt2rVKjl8+LCI6LOzRY5leScSie6gcD6OO+44+T//5/9IPB6XVCols2bNkn/913+VHTt2yJNPPilLliyRlStXikjnluBXXnllznIqKyvlU5/6lIiIrFmzRi688EJZs2aN/PznP5cf/ehHct5558nvf/97ERH553/+Z3nf+96Xs5zvfOc7cuqpp4qISF1dnfz93/+9bN26VbZu3Sp///d/L8uWLRMRkVNPPVW+/e1v5/1zIhzqLceN1gIoPjK0AcBPrI8BnmMoBjiJtQfAP3FlijZbjgMAXKI7gDpPFRUV0tTUJHV1dfLHP/5RHnvsMXnsscdyvrayslIaGhoGLU8biO7pV7/6lfzsZz8TEZGFCxfKBz7wgUDXV1dXy7//+7/Ll7/8ZXnttdfkb/7mb/q95txzz5VHH31UEonEgOXcfffdkkqlZO3atbJx40bZuHFjr6/H43H5xje+Idddd92AZZx++uny2GOPSU1Njbz66qty2223yW233dbrNaeddpo0NjZKeXl5oJ8TxRfprfeYGUeaOkObz41TeLuA6FEvmNPBA06IKe/uUZ72ADZQrz1wewasxZbjADB89Ij2K2iGtojIggULpLW1VW677TaZN2+enHrqqXLcccfJyJEjZfz48bJ06VJpbGyUp59+esBMZBGR3/zmN7J9+3YREbnwwgvV22f3PIM7yHbjPX3xi1+UX/ziF/LFL35RPvShD8mIESPklFNOkdmzZ8u//du/ybZt2+T973//oGWMHDlSnnjiCfnJT34iF154oYwZM0aOP/54Of3002XZsmWydetW+da3vjVkXaZPny579uyRm2++Wc4880wpLS2V0tJSOeuss+Tmm2+WvXv3yvTp01U/J4pLv+hrtBpA0WWU15GhDQB+oncH3MBQDHAT8WzAP2w5DgCIgoJmaHc55ZRT5KabbpKbbrpJXcZHPvIRIxms3/nOdwY8zzuIM888U/7jP/5j2OUsW7ase2twrfe///2yYsUKWbFixbDrgxCpJ5VMK+G2jHKPKxZRAcBuLI8ByIW+AQgXO6gA/tEHtA1XBACAAip4hjaA/JChjajSfvbJ0AYAy5EBBnhN3VbJBgNCpU0W4f4M2Eu95TgRbQCAQwhoA5aI9BnaiDT1GdqG6wE70TMC7soS0QaQA/d2IFzqh+mN1gKASWRoA4AB9InWI6ANWCLKk0offgboaZ/liGsfQQYAWI3eHXCDdvth1omAcKnP0GaHLMBa6gxtkmsA63H3DY7fmb8IaAOW4BwrRJV2AsUNDADspl8fY2wDuICWCriJ484A/+gztAloAwDcQTwAsAW7ciKi1BnarKgAgJfo3gFHaNsqa+dAqDhDG/CPdgc7thwHALiEgDZgCc6ZRFSpz9Dmsw8AVmN9DPCbPp5N7wC4iPkXYC/tAj8Z2gAAlxDQBiyhPsfKbDWAoiNDG4Nigg24iwwwADlwZwfCpd5ynDs0YC19hjZ3ZcBbNG94iIA2YAnO0A6O+7IfyNAGAD9xnwb8ph6K0TkAodJuOU48G7CX/gxtwxUBAKCACGgDjmNOCddpA9pkaAOAn+jeAUcoGytr50C4iGcD/lEmaJOhDQBwCgFtwBLqp6QBx2WU1xHwAAC76Uc2dPCAC/RnaAMIE7vDAf5RZ2iTog0A3bLMVKxHQBuwhH5SabQaQNFxhjYAeIoMMAC5sE4EhIoMbcA/CbYcB9BHpJs3gxZvEdAGLKGfVNJDw23qLccN1wMAYJZ6As3QBnCC9tlCMh+AcGnbILdnwF7aezJbjgMO4AYMdCMeADiOJFW4Tv0wBx9+p/BuAdHDgjngN9oq4Cb9/MtsPQCYk1Aeok2GNgDAJQS0AUtwhrYCvzMvqDO0WVABALtxmwaQA0N4IFycoQ34R9s609yUAQAOIaANWEI9qTRaC6D4OEMbAPykXzA3Wg0ABUJwC3CT9mF6Wjxgr1gsprovk1wDAHAJAW3AEmy7jKjSZmjz0QcAP8VYMgecoG2pLJ0DbmL+BdgtrtjGji3HAZ/RwOEfAtqA45hTwnXa4RUZ2tHA8BtwF+0XAAD7qB+mZ/UBsJrmWDZtggEAAGEgoA1YIqtc9iWmB9ellY8E89kHAMupF8wBuEA7FmN7UyBcHAkC+Enz0H8mm+W+DABwBgFtwBJRHj8yL4427cMcZGgDgN20/TsDA8BvEZ72AFYgeAX4SZOhLVnuywAAdxDQBizBU9KIKu2ZTXz0AcBP9O+AG9TbD7NyDoRKvfZgtBYATNM+9M+24wB8w5jFXwS0AcdxjhVcp80QiKsePwYAFAtrY4DniGcDTlKfoc3T9IDV1AHtjOGKADCKuy9wDAFtwBL6SaXZegDFps3Q5gYGAH5iwRxwAy0VcJP2SBBuz4DdtM/8k6ENAHAF8QDAEupzJgHHaTO0CXg4hrcLiBxGNgBy4fxeIFzqh+nNVgOAYWw5DgDDQ3doPwLagCWYVAbHPcYP6gztKH/4AcAFjG0Ar2nbKmN4IFzqM7R5oBiwmj6gbbgiAKxA04aPCGgDllDdZGJMKuE+7QBLO1kDABQHu88AfmMeAriJh+kBP7HlOADAdwS0AVsoxo8xppTwgHbyxBoqANhNnwFmtBoACoQMbcBVzL8AH8WVEW0ytAEAriCgDViCLCZElTagTYY2AFiOoQ2AXOgbgFCRoQ34KcEZ2gAAzxHQBiyhGT4Sz4MPtE8D8/F3C+8XED3qDG16DMANyqbKg7xAuDhDG/CTtokS0AYAuIKANmAJzfjRm+mkNz8INLJkaAMAeqJ7B5yg3nKcdXMgVNr5FwC76TO0DVcEgB1o2/AQAW3AYTwhDR9oJ0/K46EAAEWiz9AG4ALaKuAm7s+An7RLhGki2gAARxDQBizBU9KIKu1nnwc6AMBy2v7dcDUAFIhyLMasBwiX+gxt5l+A1bQZ2qxHAgBcQUAbsARnaCOqyNDGYJhaA+6i/QJ+YygGuEl/hrbRagAwTHssGwnaAABXENAGLBHpM7QRaWRoAwB6onsH/EYiGBAu9fzLcD0AmKUdQ2e4MQPwDGvG/iKgDTjNj87Zj58CWmRoA4Cf9EtjdPCAC/TrRCycA2EiQxvwkzZDO01AG7Aat1/gGALagCWyimklE0r4QPPZF9FP1gAARaI9o9NsLQBYhmVzwE0x7tCA1RLKp/6JZwMAXEFAG7BANptVrewwnYQPtBnaxLMBwG7qtTH6d8AJ2uAWC+dAuPRHPhmuCACjtLvYseU4AMAVBLQBC7DlF6JMO3kiQxsAbMcZnYDPGIoBbtLGrmjygN20ayTaJAMAAIqNgDbgMCaU8IE6Q9tsNVBwvGNA1JDsAQCAfTLK62I8xQJYTX2GNhFtwEu0bPiIgDZgAfUT0kwo4QHNlnexWIzPPwB4it4dcIO2rWq3OwZgiKYJMvcCrMeW4wAA3xHQBizA0FGH35sfNA8Ds54CAPbTn6FNJw/4jDE8EK6sohVyZwbsp83QJp4NAHAFAW3AAtosBSaV8IHm88/52QDgL3p4wA3a4Rjr5kC4NMsPTL8A+2kztNNEtAFARJinuICANuAwJpXwARnaGBSjScBZrI0BfotpHz+hbwBCpdpx3HgtAJimPZaNLccBAK4goA1YQD90ZFoJ92m2vCND2z28Y0D0aPp3ER5aApxBPBtwkmaHLG2gDEDxJJQp2pokAwBFxD0Y6EZAG7CA9mFIbmdwXSabVa1qcvMCAAewOAZ4jbkI4CYytAE/abccJ0MbAOAKYgKAFaKeweTND4KA1A9z+PPhBwBvaZfG6OEBv2l3bwBgBmdoA37S7mRHPBsA4AoC2oAFtNv7MKeE67RPAmufPAYA2I+HlgA3qJsqC+eAc2KsPgDW0wa000S0AXiGUYu/CGgDDmPBF64jQxsA/MXSGOA7ZSaY4VoACEZzhjYrw4D91FuOc4g2YDVuwcAxBLQBC/AwJKKKDO0I4T0DkCe6C8ANtFXAPapgttDeARdoM7SJZwMAXEFAG7CA9hw5klThuozyOu1EDQBQPNpFcwBu0A7H6BqA8GibH9MvwH76gDY3ZgAQEbaScgABbcBhvswpffk5EJw6Q4APDQB4iz4e8Jv2YV4Aw6c+8olZO2A99ZbjBLQBAI4goA1YgHOElRhzO0+7tRUZ2gBgP27TgN8YjQHuYXc4wF9sOQ6gJ5o2fERAG7AANxhEFWe4YSj0j4DDyAIDkAOJYEB49BnaAGwXV67yk6ENAHAFAW3AAgT1EFVkaAOAv9RLY3TxgBO0u0WxbA6ER3+GNjdnwHacoQ0A8B0BbcBhzCnhOu3Eic8+APiLLh5wCIMywClkaAP+inX/TzBsOQ4AnbRHs6B4CGgDFtA/DOnJtNKTHwPBaT/7ZGgDgP20O9AAcIdmREbXAISJB4oBX8ViMdVaCRnagKdo2vAQAW3AAvptv4xWAyg67cQpzmcfAKynHt8YrQUA+7C6BoRFm4nJvRlwgy6gXYCKAABQAAS0AQtot7NgUgnXkaENAOiHLh5whmZIxro54B7O0AbcoHn4P0NEGwDgCALagAU4xwpRxRnaAOAv/fiGTh5whaq1sm4OhIbjQAC/aR7+z2az9A0AACcQ0AYcxlPScF1GeR0Z2gAAABbQLJwXoBoA8sNxZ4DftGslJGkDAFxAQBuwABnaiCrtU8AsqACA/Vg0B/xHcwXcwu4pgN80W46L6HfPA2Az2jX8Q0AbsID2DG3mlHCd9ilgMrQBwAXKh5YM1wKAXdjWFAgPD5sBfiNDGwDgMwLagAXI0NZhvO0+dYa24XrAZrR0wFXErAD/acZkdA1AeJh/AX4jQxsA9OgJ7UdAG3AYZ2jDdWRoRwfvGIB80cUDDqG9Ak4hQxvwW1wZ0SagDcAnjFv8RUAbsADDRkSVdtLEwAQA7Kcf39DJA65QZWgz+QFCwxnagN/YchxAF5o1fERAG7AA234hqrQLKmRoA4C/6OEBdxDkAtySVS5vM/0C3MCW44B/uAUDxxDQBizAtl+IKu2kSTtJAwAUj3pdjD4ecIeivbJkDoRHn6ENwAXqDG1StAEADiCgDViAByERVdqPPhna0UH/CLiMHWgA5MDNHXBOjPkX4AR1QNtwPQAAKAQC2oDDmFTCdZyhDQD+ImQF+E87JNMeuQRgeMjQBvym3nKcDG0AgAMIaAMW4AxtRJV2zkSGNgA4gEVzwHvaIRnL5kA4tGdoc3MG3KDO0OZBMwCAAwhoAxaI+hGTvvwcCI6HOQDAX+plMR5aApxBawXcQoY24Dd9QNtwRQCYw00Y6EZAG7CAOqDNDQ2OI0MbANAXPTzgElos4BL92gNtHXCBestxMrQBgG2kHEBAG7CB+ilpJpVwG2doA4C/WBcD/Kfecpz+AQgFO2QBfosrI9pkaAMAXEBAG7CAfktOk7VwESNu12kXVMjQBgD7ac/ppIcH/McoHgiHestxbs6AE8jQBgD4jIA2YAGekkZUaZ8CZkEFADxGHw84Q91cWTgHQqHecpybM+AE/Rna3JcBAPYjoA04jCklXKedMiWIaAOA9dRZYGarAaCQtFuOm60FgDzpz9A2Wg0ABaIPaBuuCAA4iK7QfgS0AQvotxxnVgm3cYY2AKAvssAAd9BeAbewOxzgN/WW40S0AXiEcYu/CGgDFiCDCVGl/exzhjYA2E//wJ7JWgAoJG1zZWdTIBxkaAN+Y8txAF1o1vARAW3AAlnltDLqk0puzO5TZ2gbrgcKj/cMQL7oLwAAKBD1w/TcnQEXsOU44B/uwMAxBLQBC5ChjajSTprI0AYA+2m3NQXgEPUZ2vQPQBjUbY/pF+AE9ZbjjNsBAA4goA04LEZQD45Tn+HGRx8AvEUfD7iDLccBt/AwPeC3uDKiTUAbAOACAtqABRg2Iqq0kyYytAHAfoxvAP+pA9pGawEgX/oztJl/AS5gy3EAEOFRPH8R0AYsoM5SNVwPoNi0kybWU6KDeTXgMM7pBLxHkAtwCxnagN/YchwA4DMC2oAF9E9JG60GUHTahznI0HYQbxkQOeplMfoLwHssmwPh4MgnwG8JMrQBAB4joA3YgAwmRJR20qR96hgAYD+6eMAd6vZKJhgQCvXD9EZrAaBQtA+fZIhoAwAcQEAbsAAZTIiqrPLTT4Y2ANhP28cDcIhySEbvAISDM7QBv+nP0ObODMAjDFu8RUAbsEDUz9D25edAcJyhDQD+4pxOwH+0V8AtUV97AHzHluMAAJ8R0AYswLZfiCrO0AYA9EMXDzhE12BJBAPCoc/QNloNAAWi3nKcGzNgLY4cBY4hoA1YQD1u5H4Gx6kztM1WAwBQAPrhDb084AqCXIBj1PMvGjvgArYcBwD4jIA24DAmlXCdJqAdi8U4w81JvGdA5PDQEoABsGwOhIMMbcBv8ThbjgMAwxZ/EdAGLJBVTiuZVMJ1mi3H+dwDgBvU62L084AztM1Ve+wMgOEhCxPwW4ItxwEAHiOgDVhAO270Zr3Xmx8EQWkmTZyfDQCuYGEM8B3DMsAt6rUH2jrgBLYcBwD4jIA2YAG2/UJU6bYcN18PAIB5kX9gD4gEXYtl2RxwC8edAW7QB7QNVwSAOdyCgW4EtAGHMamE6zTb7ZOhDQB+o5cH3KFuryycA6HQbvfPFAxwg7atZohoAwBTFAcQ0AYsoD5DLuKTSm4ybstks6o3kRuXmyLeXQGRpD9Dmx4DcIayuTKOB8Kh3h3OaC0AFEo8FpOYYixNPBsA4ALiAoAFmFQiivTnt/HJBwCf0csD7tC2V80uPQCGT3/cGXdnwBWa5prmDG3AO7Rq+IiANmCDyCdo+/OTIH8Z5YQpzscFAJzAuhiAAdE/AKFgczjAf5pj2tQ7RwIAUEQEtAELsCUnoogMbQDwHed0Ar7TtleWzYFwaHdH4N4MuEMT0GbLcQAQnsp3AAFtwAI8JY0oIkMb+WAsCbiL5gv4L8aMBHAKaw+A/zRrJtlsVr1GAwBAsRDQBiygfkracD2AYtJOlTRPGwMAQsCiOYABsGQOhIMztAH/JZRZAMSzAQC2I6ANWEC/9bLZegDFpH36l889ALiBI1UA/6lbK4vmQCg4Jxfwn3YoTYY2YCdmx8AxBLQBh/myxZ8fPwWC0p7RRIY2APiNXh5wiPoMbRbNgTDwMD3gP+2aCQFtAIDtCGgDFtBnMJmsBVBc2uwAPvYA4AaWxAD/acdlrJkDbokzCwOckVAHtA1XBABCwqjFXwS0AQsQ2EMUkaENAH5jfAP4j3N1Abfoz9A2Wg0ABaQ8QpsMbQCA9QhoAxZgUoko4gxtAACAaGLJHAgHZ2gD/tM+bJYhRRsAYDkC2oANtOdYkcMEh2nXUsjQBgA38MAe4D+aK+AW7s2A//RnaBuuCAA4hm7QfgS0AQtwhjaiSJuhrd0+CwBQZDywB2AAZIkC4dA2Pe7NgDu0ayZp7s0AAMsR0AYskFWu+DKlhMv02QF88gHABSyJAf7TDsvoH4BwqNcemIIBzkgoGyzxbACA7QhoAxbQPyUNuIsMbQBALiyaAxHAojkQCtYeAP/FlYsm2jUaAHZiRyT4iIA2YAG2HEcUac9nIkMbANygzQID4A7tNsT0DkA42CUL8J+2tbLlOADAdgS0ARsox4zxiEe0GWu7TfukIDcuAHAEWWCA94hxAW4hQxvwX0KZoc0aGwDAdsQFAAuoM5iYVcJh2gztOCunAOAEdqABMBC2QATCoW17TMEAd2iPaSNDG4A3GLd4i4A2YAGekkYUsZgCAMhFu4UxgOKjtQJuUW85brQWAApJmwTAw2YAANsR0AYswKQSUUSGNvLBGbyAu1gTAyJAOSyjewDcwhnagDu0aybpjOGKAABgGAFtwGFMKuGyDBnakcL7BiBf9BeAO7TNlYA2EA4yMAH/abcc167RAABQLAS0AQswqUQUaT/1ZGgDgBvYYQHwn/qIALoHIBTq3eGYggHO0K6ZENAG4AuGLf4ioA1YgEklokg7WdI+bQwAKDLlAIduHnAI8WzAKdp4lfrhFQBFpz9D23BFAAAwjIA2YAH9pBJwl/pzz5McAOAE1sQA/+lHZfQQQBh4mB7wnzYJIE1EGwBgOQLagMuYVcJh6gxtw/UAABSGftGc8Q3gO9bMgXBojzvjzgy4I66MaGe4NwNWYnpcPHSD9iMuAFhAveBrtBZAcWknSwQ6AMBj9PGAU2ixgFv0u2SZrQeAwuEMbQCAr0rCrgAAnpJGNPX93Le9tF+2rG2UN15/RQ4dfFtGjBotp4wZK3Oqa6R8/ITu13GGNgC4QTO8oYsHHKM9p9NwNQDkR/8wPXdowBXaNRMC2gAA2xHQBizAOVaIokxWJJ1Oy46W9bJu9T2yZ8e2nK978K47ZNL02bLoiqvl3AsWqp82BgAUG4tigO+0ozLWzIFwZJX3ZqZggDv0GdqGKwIgVDRp+IiANmCDPneYfDNVfXlKuu9YO9+fH25rT70lK5Z/Rp5/7pkhX7t7+1bZvX2rTJk5V+pXrRY5aWQRaggAGA7NBJoFcwAACke95bjZagAoIHWGNhFtAIDlCGgDFsiKLlPVp1ml6uePoGy285n6bPbY3zO9/p7t/FrXa7NH/63rGunxb0dfl+lTZqbH6wYq59jfj36tx997//vRf+tzTUeqXb687DJ5cd/eQD//rmc3S+0li2Tbls2STCbN/WJhL+bUgLtov4D3tA+haLNEAYQjxhNngDM4QxsA4CsC2oAFOtpTsuLL1wTOVJ33eKOc8r6TCl/BAutoT6kyde++7wEZmzzhaAC2R0A1mz0aYB040NvvGjn6b/le0/Pf+gaKe3zvvvXI9b17Bn171UN6/DxHr/Fhf8Z0Oi3fvv5zgYPZXfbu3iW1tbWydu1aSSQShmsHADBFlaFtvBYACoktxwG30PYA/7HlOACwsuArAtpAyFKplNx45Sdk/y/3BLpu17ObZfqsOfLP9zwiI0vL8rsox+DU9Hg1Z3mDzJoPdrTLP3z2k/JSa/BM3U9evFC+ffdDMirfnx9W2NGyXnY9u3lYZTQ3N0tTU5MsXrzYUK0AAFYgAwwAgILhDG3Af+otx3niBQBguXjYFQCiLJ1OS21tbeBgdpff7tsr3/m7L8qhd9+T945khv6T7v/niOE/6Vx/Mtmcfw6/d0T++YZrAwezu7zUule+f+N1kk6nVdcjHOtW32OknJUrVxopBwBQGGRoA/5jG2LALZyhDfgvroxoE9AGANiOgDYQosbGRmlubh5WGbue3Sw7Nj5pqEbFZSJT1+WfP4pefvE3A56RHtSGDRuktbXVSFkAgAJgUQzwnnrLcaO1AJAvVduL8fAK4BK2HAcAJfpB6xHQBkJkKsN0vaGM12Izlanr6s8fRVvXNRktr76+3mh5sA9jScBdZGgDGEiWB16AUGjaXoy7M+AUthwHEHWMXPxFQBsIyb59+6SlpcVIWbu3b5W2l/YbKatYTGbquvjzR9Ubr79itLwDBw4YLQ+Fw2ASQF7oLACnkLQJuEX1sBntHHAKGdoAAF8R0AZCsmrVKqPlbVnbaLS8QjOdqevazx9Vhw6+bbS89vZ2o+UBAMzRJHmwZg5EA0lgQDi4NwP+Uwe0iWgDfqFJw0MEtIGQtLW1GS3vzddfNVpeoZnO1HXt54+qEaNGGy2vrKzMaHkAgLCxbA64hHN1AbfoMrRp54BL2HIc8AtHfwDHENAGQtLR0WG0vHcOmi2v0Exn6rr280fVKWPGGi1v3LhxRssDAJjDtqYABsKSORAOzq8H/MeW4wAij3UFbxHQBkJSWlpqtLyRo8yWV2imM3Vd+/mjak51jdHyli1bZrQ8AIBBLJoD3mOtCHCLastxGjrgFDK0AQC+IqANhKS8vNxoeSePOc1oeYVmOlPXtZ8/qsrHT5Czzp1lpKz58+fLxIkTjZQFADBLmwHGmjkQDWSJAu7g3gy4JRaLqY4KIKANALAdAW0gJHV1dUbLO99w5muhmc7Ude3nj7KLrrjaSDnLly83Ug4AwB4smgNu0WZusmQOhCOraH2coQ24R5OlzZbjAADbEdAGQlJRUSGVlZVGypo0fbaMGz/BSFnFYjJT18WfP8rOrVwkU2bOHVYZVVVVUlNTY6ZCAADj1OthrJkDTokpGy1JYEDxZbNZ1Q2aWzPgHs052mRoA4g6ekH7lYRdASDKli9fLi0tLcMuZ5GhjNdiu+iKq2XPjm3DLsfVn38wnVtEHf1/6Xy6Ntffj/1/54QlFutcWOz8755/P/a6ftf0+H7xnn/XXCNd9T72vXv/e+e1s5oekfPnzZPfvLAn8O9m8tSp0tDQIPE4z2QBgG9YNAcAoDC0i7QkaAPuicdjIulg15ChDQCwHQFtIEQ1NTVyYVWVPNXcrC5jysy5MmPBRZ2D1QACvTrHDNbEnHbmhdUydeZc2fnsZnUZ58yeJwsvvlQSicSAQdhjgd7efx8sCBvvE8CVfMrJ+5r+AeeeAeOuMn1WesLJcmf9Grnprz8ruwK8/1NmzpU1jz4syWSygLUDAAyXPsHD7/sf4Bu2HAfcob03a3diABAezZbjks1KJptVZXcDAFAMBLSBECUSCVm9+kE5Z8ZsebF1b+Drp02bJhvXrXE6uHfBujUyY/b58ss9zwe+9sxJU2TDE01O//xRNrosKTffeZ/s2PikrF99j+zevnXA104+b44sXHqVTK9cxPvtKN8f0gBgBl0FEBWEtIFiI0MbiA5tUDqTVQbDAViH0TZ8REAbCFlpWZmsuPsh+f6N1wXKVD179jxp8SCYm0wm5d5Hn5AvXPXpwJm69/yk3vmfP+oSiYTMWFAtMxZUS9tL+2XL2kZ58/VX5Z2DHTJyVKmcPOY0Ob+6hjPSAcAxWabPQCRo17w5phMovqyy4RHbAtyjD2hnhVYPWIYmCXQjoA2ELCsio0rLAmeqLqi+1JtgbqkyU7eszI+fP6r6jsfKx0+QuutvDKUuAADD1NuaAnAJmZuA/2jngHu0WdaZTFYkYbYuAACYQkAbCFnXU9JBM1UTiXiY1TZOk6lLYgcAAHbiCG0gKnSNlnE8UHycoQ1Ex3C2HAcAwFYEtIGQ5Ros5pOp6lc4uzcydQEAiCaWzAG3qNssC+ZA0XEcCBAd6gxtzgQBAFjM55gY4ATtUDHGvl+IKuZXAGA9fVfN+AZwirLJElgDik+doc2tGXDO8M7QBoCoog+0HQFtIGRZ5WCRSSUAALAWZ2gDkaBtsywVAcXHw/RAdLDlOOAP7sLB8TvzFwFtIGTahx+1g1MAAIBCI/sSwKDoIoCi05+hDcA1ceWKPxnaAACbEdAGQqYdLDKpBAAAvuF5PcAtZGgD7tA+bMa9GXAPW44DAHxEQBsIGdt++fWzADCL6TTgJtbCgGhgHA+4gwxtIDrYchwA4CMC2kDI1JNKZpUAAMBSPLAHYDA89AIUH/dmIDriymabIaINIMKYo9iPgDYQMu12PjReAADgG5bMAbfotxxntQgotizHnQGRwZbjAAAfERMDQqbP0GZaCQAA7MRSGBARTEkAZ+gztI1WA0ARsOU4AMBHBLSBkGmzE7TbBwHW4DMMAP4iCwyIBHWGNgvmQPGp2x13Z8A16i3HuUED3mBHJPiIgDYQMjK0AQCAb1gzB6IhRqMFnJFR3p1ZegDcQ4Y2AMBHBLSBkGmffmROiahifuUm+iwA+aCvAByjbLSM54AQaB+mN1sLAEVAhjYAwEcEtIGQ6TO0zdYDAADAFP1aGAMcwCW0WMAdnKENREdcGdEmoA0AsBkBbSBk2qGidvsgAAAAWzG8AaIhy4I5UHTqh+l5dAVwDluOAwB8REAbCBlbjgMAAN+wFgZEg/YhFPoIoPiynKENRAZbjgNgwA0fEdAGQqYdK5KhDSASGIADbuKBPQCD4f4OFJ0+QxuAa9QZ2qRoA/AAYxd/EdAGQsZT0gAAwDcshQHRwFbEgDv0Z2jTzgHXJLQBbcP1AADAJALaQMi0Dz8ypwQAALbSL5obrQaAAmPLccAd2rPruTUD7tHen8nQBgDYjIA2EDL9tl9MKwEAgG8Y3wBRoN2lCoAeD5sB0aHecpwztAFv0JrhIwLaQMi0g0UmlXAdH2EA8BjndAKRoG2zrJcDxUe7A6JDveU4/QRgHebIxUMXaD8C2kDItB2l9mlLn3CTAfxHBhfgJnXLZXgDuIU2CziDM7SB6FBvOc6TLwB8wNDFWwS0gZCpz7HyqGP26EdBERDgBAD7aftqxgSAW7THIDGaA0LAGdpAZCTiZGgDAPxDQBsImfbhxzjTSgAAYCsWw4BIUM9I6COAouMMbSA6tO02TYY2AMBiBLSBkDGpBAAAvlGPb4zWAkDBKRsty+VA8WnjVNqdGACER3uGtnYXSQAAioGANhAy7fk0BLQBAIBvOKcTcIu+xbJgDhQbD9MD0RFXNly2HAfgBwYvviKgDYRMveU4s0oAAGAp1sIADIYEMKD4tJmXrDwA7lEeoS0ZItoAAIsR0AZCps7QNlwPwBnMr9xEpwVEi3pbUwAu0e6qwHAOKD4ytIHo0N6fOUMbAGAzAtpAyPSTSmaVAADATlki2kAk0GQBd3CGNhAd+jO0DVcEAACDCGgDIVNv+8WcEgAAeIbhDRANLJgDxad+2AyAc7RbjpOhDViISXJg/Mr8RUAbCJn6DG2z1QAAADCGtTAAg6OTAIpNnaHNqjDgnLgyoq1NugEAoBiIiQEhy6gnlcwqWQcDAMAvjG8At2ibLMN4oPi07S7OvRlwjrbVprlBAwAsRkAbCJl22y/mlAAAwFashQHRoJ6S0EkAxac+QxuAa2KxmOpB0QwZ2oA3aM3wEQFtIGTqLceJaANwCD0WEDEsmgPRoJyTsMAGFJ/6DG1uzoCTEoptx4lnA/aJcSMuGvpA+xHQBkKmffqRWxkAALCVetEcgFOYkwDuUJ+hbbYaAIpE88xZWnsuIgAARUBAGwiZdqhIgjYAALAV4xsAg8mS/gAUnf7ezM0ZcJFmZ8dsNss9GgBgrZKwKwBEHVuOI6q0n2CmVgDggBydddtL+2XL2kZ54/VX5NDBt2XEqNFyypixMqe6RsrHTyh+HQEMG+M5wB3aIBUrD4CbEn0ab75j8azQ7gHbMbcOht+XPwhoAyFjy3E9tjP1C4OL6MnnPaeVA27qarvpdFp2tKyXdavvkT07tuV87YN33SGTps+WRVdcLad/8hPFqySAYcv1jC33d8BOfdtdvvMvnqUH3BSLxQKPxc+9YKFkMlmJ942GAwhd0PZ86eWXF7mGdtH0f7AfAW0gZGRoC9H5CGNwET1B3/OKZbVFriEAUw52tMv3vnqtPP/cM0O+dvf2rbJ7+1bZ0lQv69c8Kslksgg1BDB8nQP5oPf3BRddUsxKApDOtQfN/CvGhB1w0qG3O2TF9Z8LNBafMnOuzH2sUd5/8kmFryCAvGnm1psefUCeerwxknPrjvaUrFj+mcD9370/WSVy8qgi1BBasSwHY0Cpra1NTj/9dBERefnll6W8vDzkGrnp2d+9Ia+3vxv4usqPnCrJEccVoEbF95s/dsgLr6QCX3fm2KRMeH9pAWqEYmjZ+zu54dqr8xpcdJkyc648+vBD8sHT3l/AmqEQ9v+xQ3b85kDeA/Aus+fNlyeaHonkABywWTablXRWJJ3JyJFMVtKZbK//f+mV/yufqamWl1r3Bi576tSpsmnTJto94IDDRzLy0M9+E/j+fs7sebLhiSbaOVBEO/a3ybVXfTrw/Ou+B1bJmX95WgFrBsC0VColZ8+YLft/uSfwtZOnTJVnNjMWB2zx+9fekAvmzZMXmVvnJZVKyXmzz5d9e54PfO1fTZosz255JlK/r0IqRPyQgDbUCGibsfWlN+SPHcED2vPPGCNlJ/ixyQIB7ehJpVLy8Zlz5Ncv7A587aTJU2TLM5sZXDhm50t/kCXVCxmAA0WWyWblSDorR7JHg83pjKSz2ZxB6M6/5w5Q9/7/zjIG2jM4nU7LiuVXyvPPbVbXu6qqStauXSuJREJdBoDCe+NPf5ZzZ87h/g5YLpVKyXmz5si+vcHnXyzuAm5Jp9NSXV0tzc3N6jIYiwN2SKfTUrXoIml5+il1GVFqz/R/dilE/NCPaBjgMO0jJWz6BVel02mpra1VBbNFRHY/v0tqa2sZXDgknU7Lf7/mKtVit4jIzp07ec/htUy2d8C4b/C4++9Hg9Pp7CCv6fP/YTy7uqNl/bCC2SIizc3N0tTUJIsXLzZUKwCmpdNpqbtiKfd3wHJd8y9NMFtE5IXdz9NWAYc0NjYOK5gjwlgcsEVjY+Owgtki0WrP9H/+I6ANhEy70OzTEdqIFgYX0dPY2ChbN20YVhm85wjbUFtsH8tyzuT+Wq8gdKZHRnRWMhm/Nkxat/oeI+WsXLmSNg9YrLGxUZ56igU2wHbMv4BoWblypbFyaPNAuGjPwfD78h8BbSBk2iXsuEcRbX9+EuSDwUX08J6jmDLZbK9g8YAB5jyym3sHozP6m3aEvPzib2TPjm1GytqwYYO0trZKRUWFkfIAmMX9HXADbRWIjn379klLS4uRshiLA+GiPQfD7ysaCGgDIctoM7QN1wMoBgYX0cN7jlxMbLHd+9zncLfYxjFb1zUZLa++vl5uueUWo2UCGD7u74AbaKtAtKxatcpoeYzFgfDQnoPh9xUNBLSBkGnX3X3K0EZ0MLiIHt/e89bWVqmvr5e2tjbp6OiQ0tJSKS8vl7q6Ou8W9/LdYnvALOcIbbGNY954/RWj5R04cMBoeQDM8O3+DviKtgpES1tbm9HyGIsD4aE9B8PvKxoIaAMhyyr3LyWeDRcxuIgeH97zdDotjY2NsnLlygEzXG699VaZP3++LF++XC6//HJJJBJFq1/wLbbzeA1bbEPp0MG3jZbX3t5utDwAZvhwfweigLYKREtHR4fR8hiLA+GhPQfD7ysaCGgDIdMmqRHQhosYXESP6+95KpWSJUuWyFNPPTXkazds2CAbNmyQqqoqaWhokGQy2f21obbYTh/dWvtIv6212WIbbhkxarTR8srKyoyWB8AM1+/vQFTQVoFoKS0tNVoeY3EgPLTnYPh9RQMBbSBkbDmOKGFwET0uved9t9j+05/fkourFsju53cFKqe5uVnOnjFbbrv3ETlhVClbbCNSThkz1mh548aNM1oeADNcur8DUUZbBaKlvLzcaHmMxYHw0J6D4fcVDQS0gZBpM+sIZ8NFDC6ipxDvedcW23lvnz3Ia3pnRh/bYjudTsu3r78ycDC7y/5f7pEV//0LcvOd9xV1+3EgbHOqa+TBu+4wVt6yZcuMlQXAHMZ0gBtoq0C01NXVya233mqsPMbiQHhoz8Hw+4qGeNgVAKIuo7koJhIjQxsOqqurM1oegwv7mX7PP3DOAlmz9xVZ+8tX5cnW12TDr1+Xzfv/KFtffEN++rs35We//5PsbPuz7P7DW/LLV1Pyq9fb5bd/7JD/evOgtP35HXk1dUj+b8e78qeDhyV16D15+90j8u6RtKTTvc+L3tGyXnY9u3lYdd317GbZsfHJYf7EgFvKx0+Qs86dZaSs+fPny8SJE42UBcAsxnSAG2irQLRUVFRIZWWlkbIYiwPhoj0Hw+8rGghoAyHTZGjHyM+GoxhcRE9FRYVccMEFRso669xZ8hcf/LCRsoaybvU9RspZb6gcwCUXXXG1kXKWL19upBwA5jGmA9xAWwWix9QYmrE4ED7aczD8vvxHQBsImWbHcZKzO3EirZsYXETP2WefbaScD39skpFyhvLyi7+RPTu2GSlr9/at0vbSfiNlAa44t3KRTJ4xd1hlVFVVSU1NjZkKASgIxnSAG2irQLTU1NRIVVXVsMpgLA7YoaamRioXXDisMqLUnun//EdAGwiZZsvxOBFtOIzBRfT84he/MFLOb3+520g5Q9m6rsloeVvWNhotDwhbIh6T40sSMur4EkmOOE7eN+p4eX/pCXJacoSUnzRSPnRqmXzv338k4yvOVJU/bdo0aWhokHicqQpgM8Z0gBtoq0C0JBIJaWhokI+dNVl1/V9NmsJYHLBEIpGQH/+kXj7E3DovXf3fR5X935mT6f9sVxJ2BYCoU205TjwbDusaXMybN0927twZ+PqoDcZct2/fPtm4caORsvbs2CZtL+2X8vETjJQ3kDdef8VoeW++/qrR8oB8xOMxScRjUtL1/7GYlCTikoj1+Lej/9/195J4vMff+37t6H/HYhLLYyDy8ugT5Nt3PyTfv/G6QOfRz5xbKevWPCrJZHI4Pz6AIuga0009b5a8uG9v4OsZ0wHF0dVWPz5zjvz6heAPiE6eMpW2CjgmmUzKA2vWyWc/XRdoLD5l5lz5/+79CWNxwCLJZFJWKObW5865QJ56vDFy7TmZTMq9jz4hX7zq04H7v3t+Uh+535drCGgDIVNtOc4Z2nBcMpmUTZs2SW1trTQ3N+d9XVVVlTQ0NDC4cMiqVauMlrdlbaPUXX+j0TL7OnTwbaPlvXOww2h58Ecs1jto3Dd43DPA3DcQ3fM1fYPPiXjMit1cRpWWyc133ic7Nj4p61ffI7u3bx3wtZPPmyMLl14ln75iCX084JBkMin/9KOH5Z9vuDbQgtHUmXNl47o1tHegSJLJpNy5qkm+dt1nAy/uNj7yEG0VcNCJyRMDj8WnVy6SUaW0d8A2mrn1pZdfHtn7d2lZUtX/lZVF8/flEgLaQIiy2SwZ2oisZDIpa9eulaamJlm5cqVs2LBhwNcuWLBAvvSlL0lNTQ2ZAY5pa2szWl4xsp1HjBpttLyRo0qNlofi6wwWxwfNXC7p8Zr+mdE9A9LxHkFnySvb2UVdP1UikZAZC6plxoJqaXtpv2xZ2yhvvv6qvHOwQ0aOKpWTx5wm51fXyLijOy/QxwPuGaVYMJp1YXVkF9iAsIwu1S3unpQ8sYi1BGBKPBZ8LC4iktFk3gAoOObWwWj6P9iPgDYQIu0QMe7n2jciKJFIyOLFi2Xx4sXS2toq9fX1cuDAAWlvb5eysjIZN26cLFu2TCZOnBh2VaHU0WE2O7kY2c6njBlrtLyTx5xmtDzklmuL7b5B6EJusY2hlY+fUPAdFgAUX0yCLxjFIr7ABoQhK1nd4i7DIMBJfXdsyncsniGeDViPuXUw/L78QUAbCJH2oUe2HD+KQbZXKioq5JZbbgm7GjCstNRsdnIxsp3nVNfIg3fdYay886trjJXlOlNbbPe93pYttgEAeS4Ykf0FFF3fZpfv4i4jLMBN2mQYMrQBALYioA2ESLPduIh/Gdq5AvRdT4u/8forcujg2zJi1Gg5ZcxYmVNdI+VsBQI4o7y83Gh5xch2Lh8/Qc46d5bs2bFt2GVNmj7bye2Lem6xPXDweeAttnu/NhpbbANAVGm6dZbKgeLTtjvGboCbtA/8EtAG7MJdODjt74zez34EtIEQMaHsLZ1Oy46W9bJu9T0DBpIevOsOmTR9tiy64mqpqKstcg0BBFVXVye33nqrsfKKle180RVXGwloL7riagO1yS3eM4CcyL3Fdv9gdO7sZrbYhjWYQQLO0dwxWCsHik+/QxwAF8WV2TBsOQ4AsBUBbSBE2kGijxPKgx3t8r2vXivPP/fMkK/dvX2r7N6+VZ5ds0qeaHpEkslkEWoIQKOiokIqKyulpaVl2GUVM9v53MpFMmXmXNn17GZ1GVNmzpXz5l8kJYn+QeR8ttgeKgjNFtsAADtwPwJckFU+NcaQE3ATW44D+P/bu/P4KOr7j+PvTRARkoAilwQvrEQFORQR5D4CIkpMOQSqqMULe6nU/mpr8Wjrz1K1v9riDeJBgAgkyBkJh6ACVZFDTRXxIMihoCYBObKZ3x9hN5vsbrI7md2d2X09Hw91N/Odz3x343x3M5/v5ztAvCGhDcSQ2SXH4+0PytLSEt1/8yjtLNoe1n7r1xSqf//+WrNmDUltwMYmT55sSUI7ktXOyX4J5ob636de1K/Gj9QnH24NO17Xrt1UuCRfzZqmUe0MAIhrfMwBzkCFNpBYWHIcABBvSGgDMVRhcr94qspzu9365c3Xh53M9ti8ebNGjx6tpUuXKjk52eLeAbBCVlaWMjMzVVBQYDqGp9r5pIDVzsGX0fYkqQNu86mIDpx0Pl3/eXudRo8eHVbfMzMzlZuby0QbAACCMFspCiD6mJwJOJPphLbZi5UAAEQYCW0ghqjQlvLy8rR+TWG9YhQUFCg/P1/Z2dkW9QqAlZKTk5Wbm6v+/ftr8+bNYe/ftVs3rVqar2ZNm0agd7VLS0vT0qVLlZ+fr+nTp6uwMPh4NXjwYN1xxx3KyspSUlJSFHsJAEDsmPrTxKj8W4hEGRA9VF0CiYUlx4HExqmMeERCG4ghsx8s8VShPX36dMvikNAG7CstLU1r1qxxZLVzcnKysrOzlZ2draKiIuXk5Gj37t0qLS1Vamqq2rZtq/Hjx6tDhw4x6yMQL/ibG3Ce+PnLBIhvZj9jzSbFAMQWS44DAOINCW0ghkxXaFvcj1j5+OOPLbmvriQVFhaqqKhIGRkZlsQDYL14qHbOyMjQgw8+GOtuAPYXL19WANTN5PlumN8VgBmm76HNmQo4kfmEtsUdAQDAIiS0gRgye1uaeCnQnjNnjqXxcnJySDQBNke1MwAA8YVkF+AMZu9dHy/XH4BEw5LjABIVtzWKXyS0gRgy+x0xXgbl4uJiS+Pt3r3b0ngAIotqZwAAnM/snyYGJdpAVJGjAhJLksmMNhXaAAC7IqENxJDZWY/xct2nrKzM0nilpaWWxgMAANYp/nyH1i3N04H9e3Tk8CE1atxEzVu2UZ/hWUo/57wTrbiCBjhdaOc6gGgz+wkbLxPqgURDhTYAIN6Q0AZiKNBXxFAuAJm9D47dpKSkWBovNTXV0ngAAKB+3G63Nq1armVzZ2nbprcCtpn3zBO6uEdvDRs7UWePzo5yDwHUl0vhn+uXDRh6Yvnj+Pi7BnAC0yvEWdsNAFFi/h7aJLQBAPZEQhuIIePEl8RwLwBde21WFHsZOenp6ZbGa9u2raXxAACAeYfLSvW3e27VlnferLPt1o3rtXXjeq3Pz9GyRQuVlpYWhR4CsMKhslI9/IubwzrXu/Tqp/6L89T81GaR7yAASdxDG0g0Ls+/wjz1WXIcsBc+hoEqSbHuAJDIDKPyYu/Dk3+mv91za9BktsfWjev1t7tv0V0Tx6qkpCRKvYyccePGWRpv/PjxlsYDAADmlJaU6P6bR4WU4PL19tpV6t+/f1x8zwESQUlJiaZcf23Y5/oHb6/V4EEDOdeBKKJCG0gsLpfLVJV2BRltAIBNkdAGYqjkB3MXeze8GR8XezMyMjRw4EBLYg0aNEgdOnSwJBYAADDP7Xbr9ht/pp1F203tv3nzZo0ePVput9vingGwktvt1ujRo7Xjo22m9v+Acx2IKu6hDSQeUwltlhwHANgUCW0gRtxut35+w/iEv9g7efJkW8UBAAD1k5eXpzdXraxXjIKCAuXn51vUIwCRkJeXp4KCgnrF4FwHosdMjopkNuBsSSZOYQq0AQB2RUIbiJG8vDyt5WKvsrKylJmZWa8YmZmZysrKsqZDAACgXqZPn26rOAAig3MdcBaz99AG4FxmKrQNw5BBlTZgH0wuA7xIaAMxwgWgSsnJycrNzVXXrl1N7d+tWzfl5uYqKYnhDACAWPv444+1atUqS2IVFhaqqKjIklgArMW5DjiPuQpt6/sBIHrMJLQlqrQBAPZEBgiIAS4AVZeWlqY1a9aEXamdmZmp1atXKy0tLUI9AwAA4ZgzZ46l8XJyciyNB8AanOtAYmDJccDZzCw5LnEfbSAecBaHj/fM/khoAzHABSB/aWlpWrp0qebPn69BgwbV2nbw4MGaP3++li1bRjIbAAAbKS4utjTe7t27LY0HwBqc64DzmFlCmHQ24GzmK7RJ6wAA7KdBrDsAJCIuAAWWnJys7OxsZWdnq6ioSDk5Odq9e7dKS0uVmpqqtm3bavz48erQoUOsuwoAAAIoKyuzNF5paaml8QBYg3MdcB4z6SkKtAFnSzJZos2S4wCcjK8v8YuENhADXACqW0ZGhh588MFYdwMAAIQhJSXF0nipqamWxgNgDc51wHlM3UPb+m4AiCKWHAcAxBMS2kAMcAEIAADEo/T0dEvjtW3b1tJ4AKzBuQ44j6kKbVLagKPVXHK8+PMdWrc0Twf279GRw4fUqHETNW/ZRn2GZyn9nPO87aJRoe1ZmbG4uFhlZWVKSUlRenq6xo0bp4yMjMh3AHCwUM9lVOL9ih8ktIEY4AIQAACIR+PGjdNDDz1kWbzx48dbFguAdTjXAWcxDMOvRDuki7s2zWeTCANCk+SS3G63Nq1armVzZ2nbprcCtpv3zBO6uEdvDRs7UZcNGBqxCm232628vDxNnz5dq1atCtjmoYce0qBBgzR58mSNHDlSycnJEekL4DThnsvDr74myj20FzNjH+zPZRisIQJziouL1a5dO0nSrl27LE/SxrOioiJdcMEFlsbjvtIAAMAOBg0aFPQCVbhxVq5caUGPAEQC5zrgHBWGoUXb94R0cVeS9+Juv8zhGn7RGVHsaXChJMIkkQgDfBRu/0L33DpRW955M+R9uvTqp7z5r+ms1qdb2peSkhKNGjVKb7zxRsj7ZGZmKjc3V2lpaZb2BXCSsqPlWvT+Z/rbPbeGdS537zNAKxfnJeT5s3nn17rpZ+PCHvtmvpqjLme3iWDPEksk8ocktGEaCe364QIQAACIR/Pnz9eoUaMsiZOdnW1BjwBEAuc64BwVhqE5Gz4J+2J411799OqcuUpNSwtpzfLQLzBWb1nXlcnSkhLdceMErVsT+jWUPgMGafrMVyr7XvPoJq+EGibfBCsvvIYUy6j51FwPAu5l+r0zsU+IvyhzsU3sFPLxQ/ufwGwXQt2vrLREP8sars8+2hb2Mc6/6GK9uGCxUlKrnz9+xw7xlCgrLdGkUSNUtH1r2H3J6HixnnttsVJSap7LIb3zdffPgv8XTP8uTRzczBhgOo7fPn6Di0VxrWlk5v8IM79/q4YP/2MHjvzDDz/ol+Oz9EXR9rCP0bVrV61ZsyahktolJSXq2buvPtq2Jex9L+zUWe+sfzOh3q9IIqENWyGhXT9cAAIAAPHI7Xar/+ChWr+m0HSMzMxMLVu2TElJSRb2DICV3G63hg8froKCAtMxONeB6Pju+x90ac/e2mniYvi5GR318IzX1DglNQI9q9vhslLdf/MoR/YdiBW3260/33m9Pnh7rekYXXr10x///XK9VzqwU18Ap3G73Xp48vXa8o758yczM1NLly5NiPPHqr9PEuX9irRI5A/5qxGIkaysLPUdMKheMTIzM5WVlWVNhwAAACyQnJysf854SedmdDS1f7du3ZSbm0uCC7C55ORk5ebmqsNFF5va/+IuXTnXgShwu90aO2a0qYSwJO0s2q5pU26T2+22uGd1c7vdmjblNkf2HYilTauW1yuBLEkfvL1Wm1aviKu+AE6zadXyeiWzJamgoED5+fkW9cje8vLy6pXMlhLr/XIi/nIEYiQ5OVnTZ77CxV4AABB3mqSk6eEZr6lLr35h7ddnwCCtXr2aJb4Ah0hLS9PT8xaFfa536dVPC5es4FwHoiAvLy+se9YGEqtkEokwwJxlc2dZEme5BXHs1BfAaaw6f6ZPn25JHLuz6nUmyvvlRGTCgBhKTTN3sbdXv4Fc7AUAALZVYRhqnJKqP/77Zd37+HO6uEfvWtt3vryP7n38Oc2cu5DvN4DDpKU1Dftcv3/6K3735QQQGVZdlI1FMolEGBC+XTs/1bZNb1kSa+vG9Sr+fEdc9AVwGivPn8LCQhUVFVkSy64+/vhjrVq1ypJYifB+OVWDWHcASHSei72bVq/Q8rmztHXj+qBtO1/eR0PH3KDrx47iYi8AALAtw6j8b3JysnoOHq6eg4er+PMdWrc0Twf379WPh8t0SuMUndaytfoOz1Lbc87ztgfgLC5X+Oe6VDnxBUBkWXlx15NMSvc5jyMpEomwaPUdiKX1y6xdKnfd0jyNu3OK4/sCOI3V509OTo4efPBBS2PayZw5cyyNF+/vl1OR0AZsINwLQC6WGQcAADZmyD9RlX7OeXVegHK5ItUjAJHiqnHihnKuSwowSgCwmtUXd6OZTCIRBphzYP8eS+Md3L/X9L526gvgNFafP7t377Y0nt0UFxdbGi/e3y+nIqEN2EyoF4AAAADsymzhZRIJbcBxzE61pUIbiDyrL+5GM5lEIgww58jhQ5bG+/Fwmel97dQXwGmsPn9KS0stjWc3ZWXWjg/x/n45FWWeAAAAACxVYTJP5RIZbcBpalZoh4p8NhB5Vl/cjWYyiUQYYE6jxk0sjXdK4xTT+9qpL4DTWH3+pKamWhrPblJSrB0f4v39cioS2gAAAAAsZZjMVLHkOOA8ZldWoEIbiDyrL+5GM5lEIgwwp3nLNpbGO61la9P72qkvgNNYff60bdvW0nh2k56ebmm8eH+/nIqENgAAAABLmU1TJZHRBhzHdIW2xf0A4M/qi7vRTCaRCAPM6TM8y9J4fesRz059AZzG6vNn/Pjxlsazm3HjxlkaL97fL6cioQ0AAADAUmYrL0lnA85j9rylQhuIPKsv7kYzmUQiDDAn/Zzz1OmyKyyJdXGP3mp7znlx0RfAaaw8fwYNGqQOHTpYEsuuMjIyNHDgQEtiJcL75VQktAEAAABYymyeigJtwHnMLjlOPhuIPCsv7kY7mUQiDDDvyrETLYkzzII4duoL4DRWnT+TJ0+2JI7dWfU6E+X9ciIS2gAAAAAsxZLjQOIwe96S0Aaiw6qLsrFIJpEIA8y5bOAwdenVr14xuvTqpx4Dh8VVXwCnuWzgMHXuWb/zJzMzU1lZWdZ0yOaysrKUmZlZrxiJ9H45UYNYdwAAAABAfDG95Dj5bMBxzJ63FdxFG4iKrKwsDRg0WKsLV5qO0avfQI0fM0rJSQHqYkyOAaHsdu7YUVq/aI7eXrvK3EEk9eo/UNdfNzpw300wM+aFsovL5GBqaq8AO5mJ4zIZyKqve35xQjq2yfc5Qr/30I5Vd6RALWbnzFX2VZkq2r417D506HixcubMVWpamqlj1zRn7jyNumqotm/9IOy+dOrcVXPnzgvYl4DHtuj/wZj//23q/zlzHYzYORlCo1D6bCau6Tih7BfCL8fK/w+6vjZPgwcN0udF28Pev1u3bsrNzVWSRZ+BdpecnKzc3Fz17N1XH23bEvb+F13cJaHeLycioQ0AAADAUuaXHCejDTiN2fOWCm0gOpKTk/X8S7M1ZNBA7TR5MXzZooVKCyGxFQnLFi1U//79tXnz5rD37datm5blx67vQEw1O0ULlhZo/HVj9cHba0PerUuvfpo+82VltGtlXV+anqK31q3V6NGjVVBQEPJumZmZys3N5RxGQmvZ/DT9ecZrmjbltrDO5e59+mvl4vyEO3/S0tL0Sv5S3fyz8WGPfTNemZ1w75fTMNUAiCGu2QIAgHhkmK3QtrgfACLP7EUFsys5AAhfSlqaHp7xWtjL/l7ed6BWr14d04u7aWlpWrNmTdhLiGZmZsa870CsNU1L0x///bLuffw5Xdyjd61tO1/eR/c+/pzun/6KGqdYf96kpaVp6dKlmj9/vgYNGlRr28GDB2v+/PlatmwZ5zAgqXFKatjn8rQZcxP2/ElNNTf2paYm5vvlJFRoAwAAALBUhcn9uIc24DxUaAP2V2EY3ovhm1av0PK5s7R14/qg7Ttf3kdDx9ygMaOybXEx3JMIy8/P1/Tp01VYWBi07eDBg3XHHXcoKyuLJUOR8Fwul5KTk9Vz8HD1HDxcxZ/v0LqleTq4f69+PFymUxqn6LSWrdV3eJbannOed79ITTpLTk5Wdna2srOzVVRUpJycHO3evVulpaVKTU1V27ZtNX78eHXo0CEixwecyPNVO9xzOdE/A82MfbA/EtoAAAAALGV+yXFr+wEg8pJMnrdmV3IAED7P6Rbuxd3k5OQY9ro6EmFA+Gp+Rqefc57G3Tmlzv2i8RGdkZGhBx98MPIHAuJQqOcyKvF+xQ8S2gAAAAAsxZLjQOIwW6FtdiUHAOELVG0ZysVdu9Z2kQgDQmN29SNuCwIAsCO7fjcFAAAA4FBmL4Gx5DjgPGZPWyq0gegxv3IKn8uAk5n/jLa2HwDgBAx99kdCG4gp/jgEAADxx2xVB9fNAecxe1GhgitGQNSY/Vw2e0sBAPZgukKbtA4AwIZIaAMOxNdKAABgZ1SCAYnD7HlL9RcQPWZPNz6XAWczewYz6QwAYEcktAEAAABYintoA4nDbL6L+3MC0WN65RSL+wEgusxWaPMRDQCwIxLaAAAAACxVYXI/ljYFnMf0xXKL+wEgOLPJKT6XAWczfw9tPqUBp+MsNoE3zfZIaAMAAACwFEuOA4nD7FnLxXIgeszfQ5vPZcDJTN9Dm49oAA7mYo2ZuEVCGwAAAIClzCaq+OMEcB6WMwXsz/xEM2v7ASC6qNAGAMQTrhkBAAAAsJTZS2BUaAPOwz20AfujQhtITKYrtC3uBwAAViChDQAAAMBSZi+cc90ccB4ulgP2Z36imaXdABBlSUw6AwDEERLaAAAAACxlemlTa7sBIApYzhSwP7P3w6VCG3A2s6sf8RENwNH4+hK3SGgDAAAAsJSZi2Aul4slxwEHMntRgYvlQPSYnUDCpzLgbGY/o6nQBuyDz2KgCgltIIb4QAIAAPGowsTipuSyAWcyOxHFbMUogPBRoQ0kJiq0AQDxhIQ2AAAAAEuZrdAG4Dymlxw3fVdfAOEyXaHNRzPgaGbPYSq0gTjAaYw4REIbAAAAgKXMXDjnmjngTGYrOLlWDkRPhcn9qNAGnC3J5TL1JZuPaACAHZHQBgAAAGApM0ubJnHNHHAks6cu1V9A9FChDSQul4lPaj6jAQB2REIbAAAAgKXMXAJjyXHAmajQBuyPe2gDicvMpFE+owE74bMY8CChDQAAAMAyhmGYugrGn+mAM5m+PycLmgJRY7pC2+J+AIg+M5NGqdAGANgRCW0AAAAAljF7+YslxwFnMru6AtfKgegxe75RoQ04HxXaQGLiNA4f75n9kdAGnIjRFQAA2JTZZU1ZchxwJrOTUcxWjAIIn9lqSz6aAecz8x3bMAw+pwE4Fl9f4hcJbQAAAACWMb2sKX91Ao5k9tQ1O/kFQPgqTO5HhTbgfKYnnlnbDQBm8VEMeJHQBgAAAGAZ08ua8pc64Egul8tk9VcEOgMgICabAYnL7MQUJp4BAOyGhDYQS/xxCAAA4oxhsp6Di+aAc5k5fyuo/QKixmxiigptwPnMnsUsOQ4AsBsS2gAAAAAswz20gcRDhTZgb6YrtC3uB4Doo0IbABAvSGgDDsR3SgAAYFdcNAcSj5nzt4KMNhA15iu0re0HgOgzO2eUCm0AgN2Q0AYAAABgGS6aA4nHzPnLdXIgeszfQ5sPZ8DpTFdoW9wPAObwSQxUIaENAAAAwDJmc1RcNAecy9yS4wbVX0CUMNkMSFxUaAMA4gUJbQAAAACWYclxIPGYTXpxqRyIDiabAYmLe2gDAOIFCW0AAAAAljFbzGH2YhuA2HOZnJJC8RcQHWbvWc9FQ8D5zH7DpkIbAGA3fDcFAAAAYJkKk3Vg5LMB5zJdoc3FciAqzJ5qVGgDzkeFNgAgXpDQBhyJb5UAAMCeqNAGEo/ZpFeFxf0AEJjpCm0+mgHHM/sV2+y4AQBApJDQBgAAAGAZ01Vg1nYDQBSZvVhOhTYQHaZONZeLCm0gDpidNMpHNIBEw98m9kdCG4gh/jQEAADxxmw1B9fMAecye2GB5UyB6DBzOxA+loH4QIU2ACBekNAGAAAAYBmzl76oAgOcy+z5y7VyIDrMnGssNw7EB9MV2hb3AwCA+iKhDQAAAMAyZpfp4ro54FxmE19UfwHRYeZcY6IZEB/Mnsl8RgMA7IaENgAAAADLmF1CmEowwLlMV2hb3A8AgVGhDSQu7qENJCZOYcQjEtoAAAAALGO6QptKMMCxzJ69ZscLAKEzDMPUucbnMhAfWEUFABAvSGgDAAAAsIzZS19UggHORfUXYF98LgOJzfQqKnxGA3AovsLELxLaAAAAACxj9uIXlWCAc5k9fan+AiLP7GlmdqIKAHuhQhsAEC9IaAMAAACwjNmLX1w2B5zLdIW2xf0A4I/PZSCxma7QtrgfAKKMSSmIQyS0AQAAAFjG7J/NVGgDzkWFNmBfVGgDiY0KbQAIDaOe/ZHQBhyIwRUAANgVlWBA4uEe2oB9mf5c5oMZiAtmT2U+owE4Ft9h4hYJbQAAAACWMV8JZm0/AESP2dOX6i8g8syeZVRoA/HB7LnMZzRgD3waA1VIaAMAAACwDBfOgcRj9vTlWjkQeVRoA4mNz2ggMXEKIx6R0AYAAABgGYML50DCMV39ZXE/APjjHtpAYqNCGwAQL0hoAwAAALCM2WtfLi6cA45lvvqLi+VApJmu0La4HwBiw+xndAUf0QAAmyGhDTgRXyoBAIBNceEcSDxJJs9g8tlA5DHRDEhsZiu0DS4+AgBspkGsOwCguuLPd2jd0jwd2L9HRw4fUqPGTdS8ZRv1GZ6l9HPOi3X3AAAAamW2moPr5oBzma/+4mI5EGlmz7MkPpeBuGD2XKZCGwBgN1Gp0D527JheeOEFDRs2TG3atNHJJ5+slJQUdejQQTfffLM2bNgQcL8vvvhCLpcrrH/OPvvsOvtz/Phxvfjii7rqqqt05pln6uSTT9bpp5+uTp06adKkScrNza0zxocffqjbb79d5513nk455RS1aNFCffv21TPPPKPy8vKQ35s5c+Zo6NChatOmjRo1aqSzzz5b119/fdD3JJADBw5o6tSp6ty5s5o2baq0tDR17txZU6dO1YEDB0KOg+jzfKd0u916540l+tOkMfrlyH6a98wTKlw4R2+teF2FC+do3jNP6Jcj+2nqLWP1zsqlcrvdMe03AABAMGavfXGvTsC5zFZycq0ciDw+l4HEZvozmklnAACbiXiF9q5du3TVVVdp27Zt1X5+7NgxffLJJ/rkk080c+ZM3XXXXXrsscfqvaRRhw4dat2+detWTZgwQdu3b6/28wMHDujAgQPavn27XnvtNY0ePTpojBdeeEF33nmnjh496v3ZkSNHtG7dOq1bt04vvviiFi9erObNmweNceTIEY0ePVqLFy+u9vMvv/xSX375pWbPnq0HHnhA999/f62v5z//+Y9GjhypPXv2+L3OrVu36vnnn1d+fr4uvfTSWuMgdg6Xlepv99yqLe+8WWfbrRvXa+vG9VqXn6PlixYqLS0tCj2MD0VFRcrJyVFxcbHKysqUkpKi9PR0jRs3ThkZGbHuHgAAccPsxS8umwPOZb76i4vlQKSZvhUIH8xAXDBbzUaFNgDAbiKa0C4vL6+WzL744ot19913q0OHDiotLdX69ev12GOP6dChQ3riiSfUpk0b/fa3v/Xu37ZtW79EeCCPPPKIZs+eLUmaOHFi0HZbt27VgAEDdPDgQTVs2FA33XSTrrzySqWnp+v777/Xl19+qcLCQq1bty5ojBUrVujWW29VRUWFWrVqpT/84Q/q0aOHDh48qOeee04LFizQhg0blJ2drdWrVyspKfDXhp///OfeZPaAAQP061//WmeccYa2bdumv/71r/rss8/0pz/9SW3atNGkSZMCxti9e7euvvpq7du3Tw0aNNDdd9+tESNGSJIWL16sxx9/XF9//bVGjBih9957T23btq3zvUR0lZaU6P6bR2ln0fa6G/t4Z+0qXdarj56at0hpaU3lUuXs6SRX5czLJFflc5erxs8VfLvvc+/Pve0Dt3XJ3vfVcrvdysvL0/Tp07Vq1aqAbR566CENGjRIkydP1siRI5WcnBzlXgIAEF+oBAMSj9mzl3w2EHmm76FtbTcAxAgV2gASjYtvMXHLZUTw02n+/PkaNWqUJKlnz55at26dX7LovffeU8+ePXX8+HGdeuqp2r9/vxo0CD3P7na7deaZZ+rrr79Wamqq9u7dq8aNG/u1O3LkiDp37qxPPvlEbdq0UUFBgTp27Bgw5rFjx9SwYUO/n5eXl+uCCy7Qjh07lJaWpvfff1/t27ev1ubOO+/U9OnTJUmzZs3SDTfc4Bdn7dq16t+/vyTp6quv1sKFC6u9L99++60uueQSffXVVzr11FO1c+dONWvWzC/OjTfeqFmzZkmS5s2b51dVnpubqzFjxkiSbrrpJs2YMSPg6zWruLhY7dq1k1RZiZ+enm5p/Hjndrs1KHOY1q5aaTpGl1799Md/vxzTJKyrWiLdk/AOkAiXlJTk8ibf/ZLtNZPqqiPZ7nl8og/JNdqUlZbqxgnXaXVh6O9vZmamcnNzqXyPEaroASA+bNvzgz779lDY+3U/81S1bXpKBHoEINI+/aZMH+4tCXu/Tm2aqv3pTSLQIwAe+0qP6J0vDoa935mnNla39GbWdwhAVO0tPaINjAGAYx0td2vZx/vC3q/pKSdpwHktItAj+/vi4GF9sPv7sPfLaJWqjJap1ncoQUUifxjRCu233nrL+/j3v/99wKTbJZdcohEjRmjhwoX67rvvVFRUFDTRHMjKlSv19ddfS5JGjRoVMJktSX//+9/1ySefSJJmz55d6zECJbMlaeHChdqxY4f39dRMZkvStGnTlJOTo++++07Tpk0LmND+29/+JklKTk7W9OnT/d6X008/XY8++qjGjRun7777Ti+88ILuueeeam327dunV155RZI0dOjQgEukjx49WkOHDtWKFSv00ksv6ZFHHlGrVq2Cvm5EV15eXr2S2ZL0wdtrtWn1CvUcPNyiXoXPMAy5DclOd8A7XFZqqvK9oKBAXS+/Qo/OWqAmqWnVku+VyfPqCXeXTzLepeoJ9er7eqrdKx/XTOp7YlU9rkr014zl6UPN9sFi+fbfpaq4dkEVfWJjEgMQn8wuT2ifTycA4TL79ZIlx4HIM/25zAczEBfMroLEJzQAwG4imtA+duyY9/G5554btJ1vYtj3vtSheOmll7yPgy037na79fTTT0uS+vfv762ODldeXp738Y033hiwTePGjTVmzBg988wz2r59uz799FP95Cc/8W4vKytTYWGhJGnIkCFBZyVkZ2crLS1NJSUlWrBggV9Ce9GiRXK73ZIqq6+DufHGG7VixQq53W4tWrRIt9xySygvFVHgqeSvr+VzZ8U0oW03brdb06bcFnYy22Pnx9v1l9/cEvPK94gKmID3PA+QKFegpHnVNt/EfWUS3Xd74G1JLqmsrFS/vOlnWr8mcCLbV2FhoQoLCzVg0GDNeCVHTdPSKv8oq9E/b99UdRyp+kQDOyX0ExGTGID4Z/oe2ozPgGNxsRywL7Ofy9wKBIgPSSZPZSadAUg0DHv2F9GE9vnnn+99vHPnTl100UUB23322WeSKi9i+SZ/61JaWupNMp911lnq27dvwHZvv/22du/eLUnVKpkPHz6sr7/+Wk2aNFGrVq2C3u/aw3Nv7Q4dOqh169ZB2/Xr10/PPPOMJGn9+vXVXtOmTZu8Sft+/foFjdGwYUNdfvnlKigo0KZNm3T8+HGddNJJfn2pK47vtvXr15PQtomPP/44aCInXFs3rlfx5zuUfs55lsRzuk2rluuDt9fWK4YdKt8jypAMGTIMqSJGlxHNVtGvLlypQQMG6OEZr6lxisklYHwS+L7JeW9SX8ES5P7V+TUfB93uW1kf8NgBJgEE2e45juQzeSDAMWtOJvCbWODTp5rvR6SUlJRo1KhReuONN+ps65nEwK0AEAwV/vZlthLM7MU2ALFn9vTlYjkQeRUm9yOfDcQH8/fQtrgjAADUU0QT2uPGjdP999+vkpISPfrooxo+fLhfldXmzZu1ZMkSSdJ1110X1gXr1157TYcPH5Yk3XDDDUE/oDds2OB93LNnT23atEn333+/Vq5cqYqKyq/2p512mq699lrdf//9Ouuss/xilJWVqbi4WJLqvEjqu/3jjz+uts33eShxCgoKVF5erk8//VQXXnihX5ymTZvWmlxv06aNt9K7Zl/q4nm9wezZsyeseKgyZ84cS+OtW5qncXdOsTSmUy2bO8uSOFS+R069q+iLtmvalNvMV9H7JPS9P0CVGgl8qZYE+InEuX+lvH8i/sfSEk2+bqT+++HWsLpTUFCgy3v31csLlyg1ral/8l6qkfivPL4CTUg40S/VGcN3MkLVBQDf96HyuU88n3aIHCr8ncHsqMo5BDgXF8sB+zJ7nlGhDcSH2su3gmPSGQDAbiKa0G7RooVefPFFTZgwQW+99Za6d++u3/zmNzr//PNVVlamt956S4899piOHTumLl266PHHHw8rvu9y44HuVe3x0UcfeR9v2LBBv/rVr1ReXl6tzcGDB/XCCy9o/vz5ys/P96v2Li4u9i7TVNfNyz03Opcqb3buy/d5uHF8E9qeOKHcSL1du3b68MMP/foSyn6IjLomC4Tr4P69lsZzql07P9W2TW9ZEovK98ihit7mDENG5X8sq+B3u9368503hp3M9vh42xZNumGC/W8FECARXjPJnqSqZLp8ttVa2R/wuf8+siBGOBMEQo8R2gSBYO08qPB3jppLmxZ/vkPrlubpwP49OnL4kBo1bqLmLduoz/Csap+zXDZ3PlZOSFwsZwrYl+lbgVjcDwCxYfq2IHxEA47GKYx4FNGEtiRde+21evfdd/X4449rxowZfve5btWqlR588EHdeuutatKkSchxv/rqK61dW5kQ6dWrl847L3jS6eDBg97Hd911l9xut+69917ddtttSk9P165du/T000/rscce0/fff6/s7Gxt2bJFbdu29e5XWlrqfZySklJr33xfR1lZWbVtVsepK4ZvnJoxEDtW/y5+PMzvVpLWL8u3NB6V75FBFX3iSZhJDD6TAU78IIadiQM+Ce8fy0p1300/1c6Pw1vZoaCgQJf26q1/zV6klLS0E8v0+y/J712+v9q2yuMH21Z1iwH/2xX43n4gyXsM/9sA+G+res1OrooyjMqJLJtWLdeyubOCTjab98wTurhHbw0bO1GXDRjq6NecyFg5oX7iZRJAoArtUCaz8EkJRF7NW4GEOtGMz2UgPpg9lZl0BgCwm4gntI8fP67Zs2fr9ddfDzgrdN++fcrJydH555+vq666KuS4r7zyijdebdXZknTo0CHv46NHj2ratGmaMqUqSdW+fXtNmzZNp512mu677z4dOHBAjzzyiP71r3952xw5csT7uGHDhrUe7+STT/Y+/vHHH6ttszpOXTF849SMUZe6Krr37Nmjyy67LKyYqBTKRIRwnNLY2nhOdWC/tcvgU/luParoExOTGGDKidsDlJe79b933xp2Mtvj0w+36Xd33Gj/Cv+aaiS3fSvhk6ptq9Gu5raaSXNVT677rhrgu63mMatv8731QFUMz/ZvD36vh++4UVs2vFnny9y6cb22blyvzr366aI5c9XopOYB21l9PS3kcAEObLYroR/T2nhGoJYWHaOkpEQ3TbhOa1YV1hnLs3LC4CFDNHfePDVr2tQ7KSTRxOMkAM+vMdzJLGePzo5iL4HEVGEYpiaaJeDwDMQl0xXaFvcDAID6imhC+9ChQxo+fLjefPNNJScn695779VNN92kc889V0eOHNHGjRv10EMPaf369br66qv1xBNP6Ne//nVIsV9++WVJlcnasWPH1tq2UaNG3sfp6em66667Arb77W9/qyeffFJ79uzRnDlz9OSTT3ovsPjGOHbsWK3HO3r0qPfxKaecErQv9Y1z+PDhOmP4xqkZoy6hLGcOc6x+b09rGfw+6onkyOFDdTcKA5Xv1qOKPvEwiQH1lTAV/jWdSOhbufx/NBwuK9Ufbh6lL4rCm4Cw5e21Gp45WH+e8Zoap6RGqHew0uGyUt1/8yjtDPN3vfKNN9S9Zx89fOJ37ZmkkeRynfhHSkqqWhXBuy3pxMSKJP/21WPUiOUzSaPmz5Jr2VbzZ57j1Fe83j4hSZX/T/ztnlu15Z3QJ7Osy8/R8kULbf3aYH/xstJBpJSUlujhyT8L69zs0qufXnh5ttSSz2TA6ajQBgDEi4gmtKdOnao336z8wvzCCy9UW268YcOGGjJkiAYMGKDMzEytXr1ad999twYMGKCLL7641ribNm1SUVGRJOmaa65Rs2bNam2fmlr1BXzIkCFBZ7c3aNBAAwcO1KuvvqoDBw7o888/17nnnusXo67lon0rwmtW4loZ5/DhwyEtXe2JY3VVMMwbN26cHnroIcvi9R2eZVksJ2vUOPTbFoSCynfrUUWfeJjEgPqiwt853G63pk25LexktsfnRds1bcptzqumT0Ce33W4yWyPnTV+125Dcjtg4oarWrK78nmyN6Hun/yu+bPDZaW6bczVKtq+NazjFhQUqGfvvnolb6mapJpP/IZ6H10zv4mvvzmoP948Sp+H+f/EO2tXqVfvvpq9aJnS0pp6V5KovPhetbKEbzW/7y0gPM9dvm1PrCqhGs99t0tVq03I55gu37iyZhIDIiMeVzqQKs/TCqMykVT1X5/HFYYqpMr/htC2pKREE7Ku1KcfbgurHx+8vVbXXT1ML+ct9Z6b1Sb8qPpkIr/tPqu4BNvuvyoM5xsQCdxDG3A6k5+PnMOIQxFLaBuGoZkzZ0qSzj//fL97Z3s70KCBHn74YfXu3VsVFRWaOXOmnnjiiVpjv/TSS97HdS03Lknt2rXzPq6rMta37f79+70Jbd/9iouLa43hu1S3b7xAcS699FLTcfbt21dnX3zj1IyB2MnIyNDAgQOD/uEdjot79FZbqhUlSc1btrE0HpXv1qOKPvEwiQH1QYW/syRsNX0CStTftWGYXzXB7Xbrz3feEHYy2+OjbVt08/XjbTnhw+126+HJE8NOZnt8uG2LJk4YZ8vXpiDJcP8kevXn3ttGeLZ54vg8lwLvG0pCPmDS35Ogl6olCf3ieB7XSNzXNnkgaNLfb3uQ96vmMeo5ecDsSgfz5s1TalpaVdK3IkgiOFCiuEZbw5DcgfapCLzdk6h2+zwOdPxQJ56EonLcuT7sZLbHpx9t0+03/ixq56bvpCHfxLl3hY5ACfMQEue+t2vxXcXDTBK+WhI/SDtEBisxmGf2/0oqtAEAdhOxhPa+fft08OBBSVLXrl1rbXvJJZd4H3sqr4M5fvy45s6dK0lq2bKlhg0bVmdfLrroIu9jt9tda1vf7Q0aVL09KSkpateunXbt2lVnH323X3DBBdW2XXjhhQHb1RanQYMGOu+86hdfL7zwQr333nv64YcftHfvXrVuHTjxtmfPHpWUlATsC2Jr8uTJliS0h40NPFkkEfUZnqV5z9Q+ISYcVL5bjyr6xMMkBtQHFf7OQjV94uB3Hb54ngSwadVybXknPl+bjMq70Fdd0+fifsTUOnmgKll++FCpfndDtnZ8FF6StqCgQN169tbDLyTOrS2cNu7UZ9KQbdRIjAerYve95UWdyfoA7ZIDJNJdOnFbjlqOW726Plji3z7V8vG6EkO0mZ1oUeHgUxEAEJ8iltD2TQaXl5fX2vb48eMB9wtkyZIl+vbbbyVJ48ePr7O9JPXt29f7+LPPPqu1re/2tm3bVtvWu3dv5eTk6L///W+tSeS1a6v+YLjiiiuqbevevbsaNmyoY8eOae3atfqf//mfgDGOHTumDRs2VNunZl889xFfu3Zt0PuI19YXxFZWVpYyMzNVUFBgOkaXXv3UY2DdkzoSRfo556nTZVdYUs1H5XtkUEWfeJjEgPqgwt85qKZPHPyuzYnnSQDx/NoQRSFMHnC73frzryaFncz22PlxYt3agnMzBk5U2kuGai+nsbeaCXW/BLmCb/dLstcVq0Y7z88PlZbqlhvG683VhXX217MSw5AhmZqXO09N09Jsk5S3g0BvRfHnO7RuaZ4O7N+jI4cPqVHjJmreso36DM/yfi+zcsUIAIgmPgLiV8QS2qeddprS0tJUUlKid955R+Xl5UGTz75J13POOafWuL7LjQdbxrymc845R127dtXmzZu1YsUKHT58WI0bN/ZrV1pa6l2yqn379mrTpnriJSsrSzk5OZKkF198MWAy+vDhw5o3b56kyirq888/v9r21NRUDRo0SMuWLdPKlStVXFwccBn0BQsWeCurr732Wr/t11xzje644w7vMu3BEtovvviiJCkpKUnXXHNNwDaIjeTkZOXm5qp///7avHlz2Pt37tJVC17LVZPUNO+SZr7/9SxXVqEgP/f+98RjnVjyTIHaVI9hqPrya77HjvUX3ivHTrTkIiuV75FBFX3iYRID6oMKf+egmj5x8LsOXzxPAojn1wb7cVrFcSxxbqI+DMOQ+0RiPhYOl5Xq/ptHaWeYt7J4440CXXJ5bz084zU1SU2rJelefQn6QEn2YMn3YBXwoS5fH6i6PtL3lPdUaLvdbm1atVzL5s4KOj7Me+YJXdyjt4aNnagBw66yrA8AAFghYgntpKQkXXXVVcrJydHXX3+tv/zlL5o6dapfu++++06/+93vvM9HjBgRNObBgwe1ZMkSSVKnTp3UpUuXkPvzP//zPxo7dqy+//573XPPPXrqqaf82tx1110qLS2VJN1+++1+26+99lq1b99en332mR555BGNHj1a7du3r9bmt7/9rb777jvv40CmTJmiZcuWqby8XHfeeacWLFhQbXbwt99+631PmjVrpkmTJvnFaN26tSZMmKCXX35ZK1as0GuvvaZRo0ZVa5Obm6sVK1ZIkq6//vqgFeWInbS0NK1Zs0ajR48Oq1I7MzNTubm5SktLi2DvzDE8Ce+KymR6wIS4995hPgnyWtoHS9QHanvttddqbV6ONq5bbfo1dOnVTz0GXWnNG4JqqKJPPExiQH1Q4e8cVNMnDn7X4YvnSQDx/NpgP1Qch45zE07ldrs1bcptYSezPXYW1VyJwZlVxq66kuvVquRrScCfWEb+hx9+0OO/vV1bN7xZ57G3blyvrRvX643X+ilj/mtq1rSpN25yUtXxkpOsT74D8McZBlSJWEJbkv70pz8pPz9fhw8f1gMPPKD33ntPEydO1LnnnqsjR45ow4YN+sc//qGvvvpKkjRo0CBlZmYGjTdnzhwdO3ZMUujV2R5jxozRrFmztHTpUj399NPatWuXbr31VrVr105fffWVnn76aS1fvlxS5T2/f/GLX/jFOOmkk/TPf/5TV199tUpKSnTFFVfoj3/8oy677DJ99913eu655zR//nxJlUuCX3/99QH7MnDgQF133XWaM2eOFi1apCFDhug3v/mNzjjjDG3btk1/+ctfvO/J//7v/+rUU08NGOcvf/mLli9frm+++Ubjxo3Tu+++650QsHjxYj322GOSpBYtWujPf/5zWO8XoictLU1Lly5Vfn6+pk+frsLC4MspDR48WHfccYeysrKUlJQUxV6GznNvs6Tk2H3cFizOM1353q1bN61etkhpaWlVyXnD535e3qXwqirba27zVqureuV6ZRLed98a1e21tfc5jm87v/4EjOuzrcZkAN/+R6u6nir6xMIkBtQHFf7OQTV94uB3Hb54ngQQz68N9kLFcXg4N+FUrMRQycp7yh8qK9UDt4zRF2FOEtj89loNGjBAD894TY1TUoO2S/ImuV1Kdvk+r6xID/y8+uPKfQM8PxEv2SdxX/XcP8lOcr12RUVFysnJUXFxscrKypSSkqL09HSNGzdOGRkZse4eANQpogntjIwM5efna9y4cfr222/1+uuv6/XXXw/YduDAgcrNza01nme58eTkZE2YMCHs/sydO1c//elPVVBQoCVLlnirvX11795dixYtUqNGjQLGGD58uJ5++mn94he/0L59+/TLX/7Sr81ll12mhQsX1npPphkzZqikpERLly7V6tWrtXp19WrSpKQk3X///brtttuCxmjXrp1ef/11ZWVlae/evXr00Uf16KOPVmvTunVr5eXlBVzWHPaRnJys7OxsZWdne79c7N69W6WlpUpNTVXbtm01fvx4dejQIdZddQSrKt+9yXmXlAjz4Qxvctyn0r6WxH3NpHm1Kvpa2l/4s7F6+/W5Wr+m7nthBdOjzwBdMzJLriSXN8nvSdJL1ScJVL0uzx+E1RP/NV83rMckBphFhb9zUE2fOPhdhy+eJwHE82uDvVBxHB7OTTgVKzFYy+126+9Tbgs7me3hX/Huz3P7QjtwBUyS10iQn2jjnxSvWj7e/7nP40Axk1x+z+1Sve52u5WXl6fp06dr1apVAds89NBDGjRokCZPnqyRI0fWmtMAgFiKaEJbqqwoLSoq0gsvvKBly5bpww8/1Pfff68GDRqodevW6t69u8aPH69rrrmm1kH+008/1caNGyVJQ4YMMbV8dkpKilasWKE5c+Zo1qxZ+uCDD3TgwAE1a9ZMXbp00bhx43TDDTfUOWjfcsst6tmzp/75z3+qsLBQX3/9tZo0aaILLrhAEyZM0KRJk4LeL9zjlFNO0ZIlSzR79my9+OKL2rJli77//nu1atVKffr00S9+8Qv17NmzztfUo0cPbdu2Tf/3f/+nvLw8ffHFF5Iq7xs+cuRI/eY3v1Hz5s1Dfo8QexkZGXrwwQdj3Q3Hi7fK92jwJPAVhQT+kvwF9aqiL1icF7El942aCXupRuK7RuLcb7tvsrxyRnWw7b6V+tWq5VV7Uj7gKgEB+lERqE/V4tQyCSDAcWQy4X/ZwGHq0qtfvWbad+nVTz0GDjO9P5yJCn/noJo+cfC7Dl88TwKI59cGe6HiODycm3AiVmKwXqJVvBuGIbfbkDvWHZEkV/hJcG+Ve0iV7T7PT8SvqmSvTMKXlZbqujFjtHLlG3V2t7CwUIWFhba+zSWqFH++Q+uW5unA/j06cviQGjVuouYt26jP8KyEH/cQ3yKe0Jak5s2b695779W9995rOsZPfvITyyrnrrvuOl133XX1itGxY0c9++yz9e7L+PHjNX78+HrFOP300/Xwww/r4Ycfrnd/gHhC5bt92fn+8b6J/eQEqMwPR7CkvXdZe/knwz2PL5n/mkYOG6KtWz4I+7g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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 986
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotter(arcs, vertices, mst_arcs=None, mst_verts=None, label=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Minimum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:22:03.053480Z",
     "start_time": "2022-11-02T03:21:59.424649Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 986
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "minst_net = spaghetti.spanning_tree(ntw)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(minst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts, label=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Maximum Spanning Tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-11-02T03:22:06.714579Z",
     "start_time": "2022-11-02T03:22:03.055996Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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q37+//vGPf2Qt+8Ybb+j+++9XIBDQhAkT5PcX//FRV1fnbIfD4ZxlN23a5GxvscUWZa0nXx3uetLrAFA+le7nJGUMZicEg0Hdc889ztpfTz31VKPMRfo5AMWodD/n7lt69OjhzLyT7ne/+53q6+slSQ8//LCT0ZheB/0cgHya43oukxkzZujzzz+XJB1zzDHaaqutspalnwNQjObo5y677DKNGDFCn3zyiY499li9/fbbWrdunX788Ue9//77GjlypObPn6/LLrtMJ598csryMhL9HIDqRUAbAKrQAw88IMkemXjyyScXffzEiRM1evRoSdKOO+6oF198MWX6H7dNmzbpnHPOkST99re/1Z577tmkNrdt29bZzjc1kDuDKH3KoVLXU8g0RYl6Cpn+CEBpVLKfK5RhGPrVr37lPH7zzTdT9tPPAShGpfs5d98ydOhQBQKBjOUMw9BPfvITSdLKlSv1v//9L2Md9HMA8vHK9Vwx0wHTzwEoRqX7ueeee07jx4+XJJ155pl66qmntN9++2nLLbdUXV2d9tprL91333266qqrJEmPPfaY7rzzzpQ66OcAVCsC2gBQZWbNmqVPPvlEkjR8+HBtvfXWRR0/depUnXfeeZKkbbfdVq+++qo6d+6ctfyTTz6pzz//XIZhaJdddtHDDz/c6N+///1vp/xHH33kPO++AdqjRw9ne9GiRTnbuHDhQme7Z8+eKftKXU++Otz1pNcBoDwq3c8VY5dddnG20zO06ecAFKo5+jn3+e3uZ/KVXb58ecbj6OcA5OKV67lwOKxHHnlEktS1a1cNGzYsZ3n6OQCFao5+7t5773W2//znP2ctN3r0aCfom8j+TqCfA1CtWEMbAKqMe3R5sdMZPfvsszrjjDMUi8VUX1+v1157Le8NzcR0PqZp6uyzz877Gk888YSeeOIJSdL999+v7bbbTpI9erJnz55auHCh5s2bl7MO9/6dd945ZZ87mFRoPYZhaPvtt29Uz+zZs/XDDz9o6dKl6tatW8Y6lixZojVr1mRsC4DyqHQ/Vwz31Lvp6OcAFKo5+rldd93V2Y5GoznLuvcbRvK2Af0cgEJ55Xruueee06pVqyRJp512WtbZKRLo5wAUqjn6uU8//VSSPUCnoaEha7m6ujrtuuuumjlzZqM+iH4OQLUiQxsAqkgkEtHDDz8sSercubMOP/zwgo997bXXdNJJJ8k0TXXs2FGvvPKK+vTpU66mZnTAAQdIkj777DMtXbo0azn3NL77779/yr6BAwcqFAo1KpcuHA5rxowZjY5Jb0u+enK1BUDpeb2fS4zAl6Tu3bs32k8/ByCf5urnDjroIGf7q6++ylnWvT/9Zin9HIB8vHQ9V8x04wn0cwDyaa5+LjHQ0DTNgtroPsaNfg5AVbIAAFXjmWeesSRZkqwLL7yw4OPefvtta8stt7QkWe3atbNmzZpV0na9/vrrTrvGjBmTtdwjjzzilBs3blzGMuvXr7e23nprS5K1yy67ZCxz+OGHW5IswzCshQsXZiwzdepU57VuvPHGRvuXLFli+f1+S5I1bNiwrG0eNmyYJcny+/3WkiVLspYDUBpe7ecsy7IikYi10047Oe1bsGBBozL0cwDyac5+bq+99rIkWe3bt7fWr1+fscyaNWustm3bWpKsPn36NNpPPwcgH69cz3333XdWMBi0JFn9+vUr+Dj6OQD5NFc/N3z4cOd1P/nkk6zlVq5caYVCIUuStfvuuzfaTz8HoBoR0AaAKnL88cc7F4GzZ88u6Jg5c+ZY7du3tyRZW265pTV9+vSSt6vQgHY4HLb69OnjXLh/+eWXjcqcd955Tl33339/xnpee+01p8zRRx9tmaaZsn/FihXWNtts49ywXbVqVcZ6Tj/9dKeexx57rNH+Rx991Nk/YsSIrO8LQOk0Vz/373//21q9enXW/eFw2BoxYoTTtqOOOiprOfo5ALk05/Wc++blr3/964xlfvWrXzllbrrppkb76ecA5OOV76233367047x48cXfBz9HIB8mqufmzhxovO6hx56qLVp06ZGZaLRqPWLX/zCKfeHP/yhURn6OQDViIA2AFSJVatWWa1atbIkWbvttltBx3z55ZdWly5dnIu+W2+91Zo7d27Of8uWLSu6bYUGtC3Lsp5//nln5GXXrl2t22+/3Zo5c6b1r3/9K+ULwQEHHNDoQtjt5z//uVN2yJAh1jPPPGO999571n333edclEuyJkyYkLWOBQsWWJ07d3ZGk15xxRXWtGnTrGnTpllXXHGFZRiGJcnq3Llz1pGmAEqnOfu5ESNGWG3atLFOPfVU66677rLefPNNa86cOda0adOs2267zdp5552d1+jSpYv19ddfZ20T/RyAbLxwPXfEEUc4dR155JHWM888Y73//vvW008/bR122GHOvr322sv68ccfM9ZBPwcgGy/0cwkDBw60JFmBQMBaunRpUe+Dfg5ANs3Zz23atCll1rDdd9/duuuuu6yZM2das2bNsiZPnmwNHjzY2d+1a1drxYoVGdtEPweg2hDQBoAqceeddzoXgZmm6Mnk/vvvd44p9F++gHQmxQS0Lcuy7rrrLmfqo0z/9tlnn6wX3AkbNmxIuSGb/s/v9xfUlhkzZljdunXLWk+3bt2sGTNmFPibALA5mrOfc2df5/q3++67Wx9//HHedtHPAcjEC9dza9eutQ499NCcxw8cODDvVI70cwAy8UI/Z1mWNW/ePKfsEUcc0aT3Qj8HIJPm7ue++eYbq1+/fnmP32677aw5c+bkbBf9HIBqQkAbAKrEfvvtZ0n26PLFixcXdIxXA9qWZVlz5861zj77bKt3795WXV2d1bFjR+uAAw6w7rzzTisSiRT82g899JA1dOhQq0uXLlYoFLJ69uxpnXrqqdY777xTcB0rVqywrrzySmu33Xaz2rRpY7Vp08bafffdrSuvvNL67rvvCq4HwOZpzn7uk08+sW699VbrpJNOsnbbbTera9euVjAYtNq0aWP16dPHOvnkk63HHnss58j0dPRzANJ56Xpu6tSp1mGHHWZ169bNCgaDVufOna2hQ4da9913X8F9Hf0cgHRe6edGjx7tlH344Yeb/H7o5wCk80I/Fw6HrcmTJ1tHH3201aNHD6tVq1ZWKBSyunXrZh166KHWHXfcYa1bt66gttHPAagWPsuyLAEAAAAAAAAAAAAA4DH+5m4AAAAAAAAAAAAAAACZENAGAAAAAAAAAAAAAHgSAW0AAAAAAAAAAAAAgCcR0AYAAAAAAAAAAAAAeBIBbQAAAAAAAAAAAACAJxHQBgAAAAAAAAAAAAB4EgFtAAAAAAAAAAAAAIAnEdAGAAAAAAAAAAAAAHgSAW0AAAAAAAAAAAAAgCcR0AYAAAAAAAAAAAAAeBIBbQAAAAAAAAAAAACAJxHQBgAAAAAAAAAAAAB4EgFtAAAAAAAAAAAAAIAnEdAGAAAAAAAAAAAAAHgSAW0AAAAAAAAAAAAAgCcR0AYAAAAAAAAAAAAAeBIBbQAAAAAAAAAAAACAJxHQBgAAAAAAAAAAAAB4EgFtAAAAAAAAAAAAAIAnEdAGAAAAAAAAAAAAAHgSAW0AAAAAAAAAAAAAgCcR0AYAAAAAAAAAAAAAeBIBbQAAAAAAAAAAAACAJxHQBgAAAAAAAAAAAAB4EgFtAAAAAAAAAAAAAIAn/X8qqrdJdmgrpwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 967,
       "width": 986
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "maxst_net = spaghetti.spanning_tree(ntw, maximum=True)\n",
    "mst_verts, mst_arcs = spaghetti.element_as_gdf(maxst_net, **elem_kws)\n",
    "plotter(arcs, vertices, mst_arcs=mst_arcs, mst_verts=mst_verts, label=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "--------------"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:py310_spgh_dev]",
   "language": "python",
   "name": "conda-env-py310_spgh_dev-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}