examples/tiles.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "import numpy as np\n",
    "\n",
    "import drawsvg as draw\n",
    "from drawsvg import Drawing\n",
    "from hyperbolic import euclid, util\n",
    "from hyperbolic.poincare import *\n",
    "from hyperbolic.poincare.util import (\n",
    "    radial_euclid_to_poincare, radial_poincare_to_euclid,\n",
    "    poincare_to_euclid_factor, triangle_side_for_angles,\n",
    ")\n",
    "import hyperbolic.tiles as htiles"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def draw_tiles(drawing, tiles):\n",
    "    for tile in tiles:\n",
    "        d.draw(tile, hwidth=0.02, fill='white')\n",
    "    for tile in tiles:\n",
    "        d.draw(tile, draw_verts=True, hradius=0.15, hwidth=0.02,\n",
    "                     fill='black', opacity=0.6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
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       "</svg>"
      ],
      "text/plain": [
       "<drawsvg.drawing.Drawing at 0x10a6d2320>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p1 = 4\n",
    "p2 = 3\n",
    "q = 3\n",
    "\n",
    "theta1, theta2 = math.pi*2/p1, math.pi*2/p2\n",
    "phi_sum = math.pi*2/q\n",
    "r1 = triangle_side_for_angles(theta1/2, phi_sum/2, theta2/2)\n",
    "r2 = triangle_side_for_angles(theta2/2, phi_sum/2, theta1/2)\n",
    "\n",
    "t_gen1 = htiles.TileGen.make_regular(p1, hr=r1, skip=1)\n",
    "t_gen2 = htiles.TileGen.make_regular(p2, hr=r2, skip=1)\n",
    "\n",
    "t_layout = htiles.TileLayout()\n",
    "t_layout.add_generator(t_gen1, (1,)*p1)\n",
    "t_layout.add_generator(t_gen2, (0,)*p2)\n",
    "start_tile = t_layout.default_start_tile(rotate_deg=90)\n",
    "\n",
    "tiles = t_layout.tile_plane(start_tile, depth=4)\n",
    "\n",
    "d = Drawing(2, 2, origin='center')\n",
    "d.draw(euclid.Circle(0, 0, 1), fill='silver')\n",
    "draw_tiles(d, tiles)\n",
    "\n",
    "d.set_render_size(w=400)\n",
    "d.save_svg('images/tileTriangleSquare.svg')\n",
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<path d=\"M-0.14807910456083662,-0.9889755198145505 A1.1186762500009466,1.1186762500009466,0,0,0,0.9889755198145507,0.14807910456083662 A1.0979718507463399,1.0979718507463399,0,0,1,-0.1480791045608364,-0.9889755198145503 Z\" fill=\"black\" />\n",
       "</svg>"
      ],
      "text/plain": [
       "<drawsvg.drawing.Drawing at 0x10a6f0820>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p1 = 4\n",
    "p2 = 3\n",
    "q = 3\n",
    "rotate = 0\n",
    "\n",
    "theta1, theta2 = math.pi*2/p1, math.pi*2/p2\n",
    "phi_sum = math.pi*2/q\n",
    "r1 = triangle_side_for_angles(theta1/2, phi_sum/2, theta2/2)\n",
    "r2 = triangle_side_for_angles(theta2/2, phi_sum/2, theta1/2)\n",
    "\n",
    "t_gen1 = htiles.TileGen.make_regular(p1, hr=r1, skip=1)\n",
    "t_gen2 = htiles.TileGen.make_regular(p2, hr=r2, skip=1)\n",
    "\n",
    "t_layout = htiles.TileLayout()\n",
    "t_layout.add_generator(t_gen1, (1,)*p1)\n",
    "t_layout.add_generator(t_gen2, (0,)*p2, htiles.TileDecoratorNull())\n",
    "start_tile = t_layout.default_start_tile(rotate_deg=rotate)\n",
    "\n",
    "t1 = start_tile\n",
    "t2 = t_layout.place_tile(t1.sides[-1])\n",
    "t3 = t_layout.place_tile(t2.sides[-1])\n",
    "point_base = t3.vertices[-1]\n",
    "points = [Transform.rotation(deg=-i*360/p1).apply_to_point(point_base)\n",
    "          for i in range(p1)]\n",
    "vertices = start_tile.vertices\n",
    "edges = []\n",
    "for i, point in enumerate(points):\n",
    "    v1 = vertices[i]\n",
    "    v2 = vertices[(i+1)%p1]\n",
    "    edge = Hypercycle.from_points(*v1, *v2, *point, segment=True, exclude_mid=True)\n",
    "    edges.append(edge)\n",
    "decorate_poly = Polygon(edges=edges, vertices=vertices)\n",
    "decorator1 = htiles.TileDecoratorPolygons(decorate_poly)\n",
    "t_layout.set_decorator(decorator1, 0)\n",
    "\n",
    "start_tile = t_layout.default_start_tile(rotate_deg=rotate)\n",
    "tiles = t_layout.tile_plane(start_tile, depth=6)\n",
    "\n",
    "d = Drawing(2, 2, origin='center')\n",
    "#d.draw(euclid.Circle(0, 0, 1), fill='silver')\n",
    "for tile in tiles:\n",
    "    d.draw(tile, hwidth=0.02, fill='red')\n",
    "tiles[0].decorator = None\n",
    "d.draw(Hypercycle.from_points(\n",
    "            *tiles[0].vertices[0], *tiles[0].vertices[1], *point_base\n",
    "        ), hwidth=0.02, fill='black')\n",
    "\n",
    "d.set_render_size(w=400)\n",
    "d.save_svg('images/escherOverlay.svg')\n",
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "class TileDecoratorFish(htiles.TileDecoratorPolygons):\n",
    "    def __init__(self, p1=4, p2=3, q=3):\n",
    "        theta1, theta2 = math.pi*2/p1, math.pi*2/p2\n",
    "        phi_sum = math.pi*2/q\n",
    "        r1 = triangle_side_for_angles(theta1/2, phi_sum/2, theta2/2)\n",
    "        r2 = triangle_side_for_angles(theta2/2, phi_sum/2, theta1/2)\n",
    "        t_gen1 = htiles.TileGen.make_regular(p1, hr=r1)\n",
    "        t_gen2 = htiles.TileGen.make_regular(p2, hr=r2)\n",
    "\n",
    "        t1 = t_gen1.centered_tile()\n",
    "        t2 = t_gen2.placed_against_tile(t1, side=-1)\n",
    "        t3 = t_gen1.placed_against_tile(t2, side=-1)\n",
    "        point_base = t3.vertices[-1]\n",
    "        points = [Transform.rotation(deg=-i*360/p1).apply_to_point(point_base)\n",
    "                  for i in range(p1)]\n",
    "        vertices = t1.vertices\n",
    "        \n",
    "        edges = []\n",
    "        for i, point in enumerate(points):\n",
    "            v1 = vertices[i]\n",
    "            v2 = vertices[(i+1)%p1]\n",
    "            edge = Hypercycle.from_points(*v1, *v2, *point, segment=True, exclude_mid=True)\n",
    "            edges.append(edge)\n",
    "        edge_poly = Polygon(edges=edges, vertices=vertices)\n",
    "\n",
    "        origin = Point(0,0)\n",
    "        corner = Point.from_h_polar(r1, theta=0)\n",
    "        corner2 = Transform.rotation(rad=-theta1).apply_to_point(corner)\n",
    "        center = Point.from_h_polar(r2, theta=-math.pi+phi_sum/2)\n",
    "        center = Transform.translation(corner).apply_to_point(center)\n",
    "        poly = Polygon.from_vertices((origin, corner, center, corner2))\n",
    "        desc = poly.make_restore_points()\n",
    "        descs = [Transform.rotation(deg=-i*360/p1).apply_to_list(desc)\n",
    "                 for i in range(p1)]\n",
    "\n",
    "        super().__init__(edge_poly, poly_descs=descs)\n",
    "        self.p1 = p1\n",
    "        self.p2 = p2\n",
    "        self.colors = ['#ffbf00', 'green', 'red', 'blue', 'gray', 'brown']\n",
    "    def to_drawables(self, tile=None, layer=0, **kwargs):\n",
    "        if tile is None:\n",
    "            trans = Transform.identity()\n",
    "            codes = range(self.p1)\n",
    "        else:\n",
    "            trans = tile.trans\n",
    "            codes = [side.code[1] for side in tile.sides]\n",
    "        polys = [Polygon.from_restore_points(trans.apply_to_list(desc))\n",
    "                 for desc in self.poly_descs]\n",
    "        ds = []\n",
    "        if layer == 0:\n",
    "            for i, poly in enumerate(polys[1:]):\n",
    "                color = self.colors[codes[i]]\n",
    "                d = poly.to_drawables(fill=color, opacity=0.5, **kwargs)\n",
    "                ds.extend(d)\n",
    "        if layer == 1:\n",
    "            d_last = polys[0].to_drawables(hwidth=0.03, fill='white', **kwargs)\n",
    "            ds.extend(d_last)\n",
    "        if layer == 2:\n",
    "            for i, poly in enumerate(polys[1:]):\n",
    "                d = poly.to_drawables(hwidth=0.01, fill='black', **kwargs)\n",
    "                ds.extend(d)\n",
    "        return ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "class TileLayoutFish(htiles.TileLayout):\n",
    "    def calc_gen_index(self, code):\n",
    "        ''' Override in subclass to control which type of tile to place '''\n",
    "        if code == 0 or code == 1:\n",
    "                return code\n",
    "        index, color, cw = code\n",
    "        return index\n",
    "    def calc_tile_touch_side(self, code, gen_index):\n",
    "        ''' Override in subclass to control tile orientation '''\n",
    "        return 0\n",
    "    def calc_side_codes(self, code, gen_index, touch_side, default_codes):\n",
    "        ''' Override in subclass to control tile side codes '''\n",
    "        p = len(default_codes)\n",
    "        if code == 0 or code == 1:\n",
    "            c = (code+1) % 2\n",
    "            if p % 2 == 0:\n",
    "                return ((c,0,1),(c,1,0))*(p//2)\n",
    "            else:\n",
    "                return ((c,0,1),(c,1,2),(c,2,0))*(p//3)\n",
    "        index, color, other_color = code\n",
    "        c = (index+1) % 2\n",
    "        # 0=yellow, 1=green, 2=red, 3=blue\n",
    "        if index == 1:\n",
    "            new_colors = {\n",
    "                (0,1): (0,2,3),\n",
    "                (1,0): (1,3,2),\n",
    "                (0,2): (0,3,1),\n",
    "                (2,0): (2,1,3),\n",
    "                (0,3): (0,1,2),\n",
    "                (3,0): (3,2,1),\n",
    "                (1,2): (1,0,3),\n",
    "                (2,1): (2,3,0),\n",
    "                (1,3): (1,2,0),\n",
    "                (3,1): (3,0,2),\n",
    "                (2,3): (2,0,1),\n",
    "                (3,2): (3,1,0),\n",
    "            }[(color, other_color)] * 10\n",
    "        elif index == 0:\n",
    "            new_colors = {\n",
    "                (0,1): (0,3,0,3),  # 0,1,2\n",
    "                (1,2): (1,3,1,3),\n",
    "                (2,0): (2,3,2,3),\n",
    "                (0,2): (0,1,0,1),  # 0,2,3\n",
    "                (2,3): (2,1,2,1),\n",
    "                (3,0): (3,1,3,1),\n",
    "                (0,3): (0,2,0,2),  # 0,3,1\n",
    "                (3,1): (3,2,3,2),\n",
    "                (1,0): (1,2,1,2),\n",
    "                (1,3): (1,0,1,0),  # 1,3,2\n",
    "                (3,2): (3,0,3,0),\n",
    "                (2,1): (2,0,2,0),\n",
    "            }[(color, other_color)] * 10\n",
    "        else:\n",
    "            assert False\n",
    "        new_colors = new_colors[:p]\n",
    "        codes = [(c,new_color,new_colors[(i+1)%len(new_colors)])\n",
    "                for i, new_color in enumerate(new_colors)]\n",
    "        return codes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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O97/v7QRfeAFdUdgX8ZKsgI03u5ENM5V9TYODe3xovYIsPyyvqCY5v5ZHQ+dYV2Fk1YJioqNHaOsIEBwQyL06VytZk2aDlohKF3nEJSe6JDBVGBjQzeTlPoR2QXPS09fRNJ1kUmdk4DCfefgw55s6KT0msEjp9zhgUym+14DJOY9ooJce5RYkc/r9i9QwWbQTilo41HEz+fkBysq0i28lDjyv6/oPtmzZ8solP8AMbykyAuTPgAMHDmTF4/GHgA8DS1+/v/lsgDOnlpFICBIL/4O8MiOSJlEhKsiz5nEqdgrdpNPr60XXdWrPqLxvwEC3luTleRL91TK1+bU0Hz+P1PqXGA0509rXdRWX5Sk++RcGTjx9iA0Vm1ADAeLt7XP2eTyV5HAqgs8ukbNwKfuaO1i0uJTmsTbUSgdGm2nOcy9GTanIx8ap9AmK4oKb7nsv3z3Ug3u5idL5eew+u5ukkkRTNIJtY+SHJcrGNd5hdJFlTF8jmErSJPmhQMKSp7FmRS4mWUIYzDiLNnP01BA79yr89Zpy6p98nJRTx1Css36LB5N8ZVbiQDBJa0sYq3MBzx7u566rKwm3tSCHNOYLO9nGue/XUleHITubX53cQ/z2lRz4NWRxN6+3UKuqjzuv/Qkb1haSCJzl3OkUjmM6BYqJrnkalddJICRM9lJCMUFv9CqM6jBlWd2YjBo9vRF+9srfYbHorLr6FGWVs7rGTuq6/kOj0fizTEjwW5+MAHkLU19fXwh8VAjxCSbWuRgelojFDBR6RrA43YQSIXZ5dxHodpHoXoxa9xtM2RLquJka6zrKA2H8oWP0WBMEjRomBSx9cQqyHJyZBzjSTuWFRQtpHWwldCIHp+8Tk31QU8dYXtPI3dcFsOevoWHbS6xudSF7PFgWLAAgNTxMamAALRoFQHI4MJWUYCwpASHY2fgS1e9exk+PtbJh841oukbrYCv9/v4rfhZGg5H5+fOJtoc40dDMjUtr6Gk9ic1swpLUcEVVNrtyMRsuXUwxoaocDI2hOgxIFolwIknuguVsPdzG/bddxfrldpTwGXTtystRGe0lWNyLEAh27HyJ0YKrsO08wT3r3wa6Tqq/n2R//6RPRbLZMBYXYywoACDe1obi9fKvuX6W33EzTV1NBI+7EEObcFiWT16nKv+HPPj2fizuhcR9rQAEAimGzuj0j0SoXGRBkkFLGhBBIyP6UoTHRY7xIPMKEoyMq/xy13tYueAMG5b305fagpAdDPr8JAJ52Gwq+fmTmkkI+Kksy9/YsGFDzxU/jAx/UmQEyFuQXbt2LZMk6TPAuwEjpJ3Aqq+Fp1+9FUnE+Ni7HiWaNLN9OEXQLhgNj6KNOFBOfBBVi2GzFFNTY6b03I+4qUIn0dk52X5cVfm3hUn04nQ9J5NsotJTSftwO2jga8xnnrWKisIz3Lh6lCybAWvOEpKRfiKhMU7/LMQK00RShRAYCwowlpQgOdMzWi0cJjU4SGpggKF4lN6r4lx/z31s3baV3cKC3eNkcdFiSlwlk2VK/FE/oXgIZWLgthgtuG1uHGYHQghSaoqW/hb2PNbLfTf8JYUtT7DljpuINDWR6Oj4rZ6zubYW++rV1D+3jeElD3N0/3/xTx+fhy1nEUIyoqOjpcKoCR+amnbsC0lGMjqRJ+5fRycV6SPuO03PYJAftsW55dZ3s+3p/+Fj3RaKLRPCorgYyZ6OptVCIVL9/aSGhib7sifsY+ct2eS58ihwFnB68DTJmELiTD6Srxa3GOLvH+hGktIRXYlgB7qWdsaf74lS+IoZy0XC01xVxd7uGGeqPkFHR4JEoh9J2Hj/TT+irjyCbMmjbUjnlZBMTMRJND2MpDooWf0Ka8trJiPJSFcR/o0kSV/ftGlT02/1oDP80ZJJJHwLUV9fv0EI8XfAbbxucpClvEZ+4RibljxJJGbGKoexW3QKR/zEDEUA6GO1mIxuwM3ChRba2xMUxSJoCQNybi7K2BgAFoOBkjHom6ijm+fIwxed8KFKcNXiTj64emTiygZAIFsLiI03YzEZCBfrMDaxW9dJDQ1NGwwvoAFNDj93ritCSEbefrWbtu39+LLMnOg7wYm+dAiuEAKX1UWWJQuTbELVVILxIGeGzxBOTEVCnd+RYHnpv2KxZrGtXWNZ+FfYV6/G/t73khoeJnb8OIrXO6MfFyPn5mK9+mqM+fnEz55l/Fe/4tV+M6vXzsPk+hxf/e4/8pkHuyaPNxidSKZsJIMJhAEtFSEZ7kFNBIAph72iajx2yI+0NF2SxbTAzQ8HB/kn3ZoWFv2X1rbaskGSJbxhL1eXXk3rYCsmq4xp2ThwkLLRMJKUdnmpST+yJZdUNF0JPjwopgkPOS8PLZFAjUXp6kqyYIGF1tYSAFp7a6krP44wGOkMDpK0uYnFoygFzyCSOYzaujgwOsaGwg0XmjMC92qadm9jY+M+Xdf/bfPmzdsyi2a9NcgIkD9xDh8+bIxEIu/Xdf0zpIsXoikpjFIEoYyTNJQABrKsCQZHIvQMF2AQcWLROFmeAopkLz0GA6lxAwxtxGoR1NVZaG+Po6o6JjVEqj+CbcUK1EAAPZWetRb6Nfom+pDvzOdUfzqsNhmMszpveh/tBdcQHTs6+burUjAyECffZOFSPBXt465H0lLqQv7Fx28p4gvP9GFaXT55nK7r+KK+KSH2OjRNo3tHkjLLF6iqstPXl2TcvoUD3sdY19REpKkJuaAA28qVyLm5ac+/EOiJdKitMJvTnmhAGRsjevw4oZG0gDzoDTJs/wsGBlJUVzs5fOgf+dqj/8JnH7QgSaCmQqipy7sC/nNbP8mryoCpREJ1cwHf3NHHZx2llzx3KB6jq1aaXJP3eO9x1lWtm8pnAc6oOqP+BHkuM0rcizVn8aQAUYanHOLCZMJYWkrs2DEMigFF0Tl3LsHSpVba2+Oc7NjIippT1FTLnAsr2Fw2xvxjiGARQjPgH4viyI+jqiqKrtAf7ifHloNTcmCQ5fXAc42Njc319fXfcDqdj69atSp12YeT4Y+WjAD5E0XXdamxsfFd4XD4X4HJ9G15YIDc06dRl/vJKpRJKqdobc5m68hazvfXklLSg/aAt4jNy3ZSV1fJvnNRpI4tLFpYjKbpnDoVA0DTkrhUH2Aievw4jmuuIbwvnfdQGFTQFC1dO8pkmzQducaiXLV0yolutJeCrqImpgb3qxa52HlklLdpcwuQZ8L9vO39+ZPRS0KkP1XZIPGZmwr4vzv7cKy69MAKEAvEGaq3MC/rn5EkI1VVZp57zo8zeynPd+ezLietoSjDwwRffnnauWIiZV1X5vZnvBJxYy1fSnd3kltvzeLYMQdh7St8+fv/wsfenSLPffm8ux/s6MVbW8AFf/sF848kSYxvzuO/Gvr5mLNkzvNfVcOYqqektjeS1qJKXCWTfiJDoZP6Nh/3rTOja0mEnA4pjidV5EElnYMO2FevJvxaWvDY1BCappBMyjQ3x6itNSNECdsPbuYd1lPYi6pobxlF9NyFHE/7Wgz+jcQLOmjJ2UNXcQBd0jGNKnygx83owoWoxcUAS4QQPw2Hw19qbGz8V03TfpJZw+RPk0wi4Z8Yuq5LDQ0N9zY2Np4GtnKR8JDCYQpPnsQ6Okq8K0YsOs7AUR+Le6I4z5/D5XZQXm6iosKE07OOo31/z3N7a5DOmih15tHaOsrZswmSyTCJ2GEsPEW2ZaLMh6YRa2nBtmYNACsc2dAeAKYGvMR4lOtKp+YkBrMbW+5yIiMHZ9yHWqCgzdiaNls9Eepm8wMeXFlTkUdCmjKxeLLMfGKDm+Ch3ks+q9HTAbyvVlHp+hLShAbjdEokEmnrSTLnbn4zOLd2oCvKJYXH84M+gp4HAIhGNbKy0n2UJBPC9hW+/otydh8JXrKPP9zeQ1exB9mevlchBJKY+rM0Oc30X+fha8GeWZ+Xomm0umeWcX+t8zVWlK/AfVEuTAsGeoejE9dJv6cTJwMssaSLXdrXriXW3DypbVnMgnByK8HwYRKJMGfOJDh9egRFzmf7YSux5lpqk39HTeFaKipMzJtnIsftwNU7xK0jUVzt44yHx/GMxLGOjFB08iRSeFp5rXm6rn9fCHGqsbHxwa1bt146giHDHx2ZF/Yngq7rYsuWLXd0d3c/AXwcyH39MaZkMym5h3g2DIRjmI4IinolTG43bt9Z9ofnMR5y4ver+P0qQ74DyNXnKcv384Gb41TnPInTtI0bVrzGPdd3snG5lxFrkr7zcQoNZvR4HMlqxVhQgDo2RpuaIFpmpTqvmq6xLjy9Pu5ZndY+jLZCHEWbCHQ/z8W2/guUldl45bVhas1ToaCD8RjP64Pc86EyHDbjtOMtrjqS4fOT0U3ZDhN1bpn63f1Yy6cvtJSMJOl5JYpt9N0UuO+c3O5wSFRXWyY1LJPZTctoOzdmRzCINxZPklBVfjKWj73gtsltS5ZYOXcuQSqVvl+jeTXNHdmcajvK4hqBxTT9z+3bT3XSU56PJWcqwdButlPhqZiWlyKbZeJVDl5t72WhasYpTz2bp7xDjN5QgJBm9r9jpINbl96KN+wlkowgnGZ6W32sqbJjzq4hGeqipyVBWciCZfFitEBg0he1Jx5k2wIJ46og5vlniDt34Wc78vyDLLzGiJlhVuSlOHQsyri/CL9fJRBQiQX7eY/+HDkeF0t7QhQP6XSrScJZRk5Zo4zaJfKdRa/vai5wl91uv+fhhx8e/elPf9r65S9/+Q29jwxvDhkB8idAfX39jT09PVuBzwCFcx1n005TVGnD7PGjGFQK29MDjZyTgznoJ5LspMMIuvMkibzt2Facpq5mHp3nTrOmQKOwYi0lOQFcFyVee/JMGOfBga4AroSMMRDAXF2NMBjo6B/AuKoaIQQ9Tc187BoXFrMBW95KzNm1cwoPSJuiTvYGWZRMV0zZ4R1gpDrB3feXYphlMDQ5K1ASXjRlqv6Vy2liZZmVl3acw1TmRlM1ul8dJ3JyARXuf8BqmW72WbXKxtCQwuDglNndkr2cps4dbMx5YyWe/l/nOFrllxAXaQtms6CgwEh//1T7JnMpSW7m5b0ddPZ0sbTGjKrp/H+/7CCwtBRz9vSVCT0ODx67h3Oj56ZtlwwShloX9eNj+EfCLLGmBe+TcgBRmz1rH3V02obauG7+dTgtTgYDgwQtRkId4yyqLgZdp2PPCPPLFiK73cSam/EmEvxKBDiyzgYFU30z2WVyirPZuHgD7SPtuP3D3LqulrXVe0E7htDHSaleFscaWWEKIefkoPr95KqCZ6sUzpULxLxCIok4VVlVcz3WPODe7u7uux9++OGxjCD54ycjQP6I2b1795qHHnpoqxDi88yydnhsbAifHsUojCRTSWypI9gtIBnM6ESJntJweHJBUdCiUQ56/ATXdWMoHsDoSbC6cjWn+k8R8UbYXKKTjPRjz1uD0ZpLKjo8eR2bTaZyqY1TySCn+8PkD4yRvWEDI+e6sK1dRlPTXu4qEdRV15BdfiupSD+R4UtWfQUgJ1/m0Z0dnLVHWX+/h6uX5cx5rMlRiq4mUBPTV2e1W2RuWJrD0z9vZ7x5KfOyPo/buXrWNm6/PZudO0PTSq0IYWAkKWGPNlNhv7RT/wJ7Rsc5ZLoTi7N22nafT+WWW7I4fDg64xyzbRWh5NvYvvssvzlwDMcttchm44zjil3FmI1mesZnT50wlzjpK5B5tWeQw90DhG8sQrbObOdizo6cxWP3sKVuC/5UgNZRH3bfEIWlVzN2cJjadesZffVVnol62V6uElyXg2SeMkUKIVhZvpJSdykHOg8QT8WZn4pRnh3Bnnc1pdldXF07wPol50iNj1IQNiKMRoTJxGDQz2vzZXKcOaS0FMFQgPmOGnRdRyhetGAIyTqjwHMBaUFyw0MPPXTqZz/72cAlbzDDm0bGif5HyN69e4sVRfmipmkf4nV+Kk1VsRw4gCMQIJiKsX+Li/6+flRUyiMqD1lj2HMW4EwG6BRRitLgfwEAACAASURBVIqKiJ8+zR49Svti82RjV5ddTbe3m6SSJKQqKKqGbIDI8H4MZjfOkutB14j7W0lF02aNNevcsA4aXh0l/vzPWbTuFp5/9TS31JTxthuvJxUdxN/11GWT6KJxhRd3DpAchKRd430fmnfZZ6IqUQymGfUdATDJEtWeSsL81Zzn22wSBoMgHp/pSfAUvo0n2g+xNieKRb70n0RUUXjSm0POgrfN2BeLaRiNAqtVIhabeR1JMuHK/Sv8gRFmWa4dSBd1jCZnCqCLseRY4eZyhh9roWDPGH1ucK0uRrbM3ffmgWbahtrYULOBTbWbeK3hFc4+18a65Wv49tM/51yBwLByevhcYXYhCwsXIgmJIz1H8EfTxRzVlEq2QUVXE6QifVg9y4h50yHVNRuNNP86ypLRUSwLFzLiHUC2yORn5dM22MZyXaNGfgJdGLC6Shjc5UfWrURcLuJr1yJNT+TcIIRoamho+LUsy5/NJCT+8ZFJJPwjoqWlxTQ2NvaXuq5/hdmq4QaDOA8fpiiZRFdV2kf6eWyLiQpPBYFYAF/UR74vzgeWusnKzqf5B+1cVbuC3ScP8+IqGc1lwiSbWFOxhvahdkbDowCk4inulcJcXTvdlyAkIxb3Ioy2YhACgUAYLOi6ghAST28/zI76Zm5Zkk883oXbY2DlEg+W1w1kHd0BWtqCKBEJLaBjHde5JacEWZLojATpuirCDRtm2MWnYXEvwmgtIDRQP+v+L3xXINm/OOf5W7Y4SSQ09u+PzLpf05LEWj/Lvy+eWwsC+IfmQYyLvoMkzT5Yb9jgQJahoWHutZg6R75K1X2zL0t+w4IbGPAP0DrUesl+jB0d4NODTqrtThRN49dj/Zy3C8btEDLpWCqyyC6ebtpSEgr+Di+moMoCdyVnzoxy1cYlLNuyEk3XMEgGEkoiXYUYnX5/P62DraTU6ZG2ge5x/u+arMn3LFvzsWTPJzLShK4lGR1OMv6iwrLFq9nddpTT76xjeHyI6pCfexZbkM05SKYskqHzDP4qSZmrNF2U02QiuHo1wjlriZSIrutfB76aWdP9j4eMBvJHQkNDwx2jo6PfAirnOuaY9zhXxcbJHU0PTlFDWv6f954nz5HHwsKFBF1Bvn28g4eXlSCVVbD1dBNHV5lwFeVTV1iHrusc6DwwGXYLYLQYGR6bGcmjayli3hOTs8uL2do4SKRkBfMq3dx/wwP4n3ySoa5hGnYNkTDoqJIOOhhUqJDt3O4uTTuqJaa5/6vsWew6NgobZlxiGpoSwWB2zbk/ELbgvsSyR+vW2fnmN4fn3C9JJtTiR/hO5/f466oZ8QkA/Pe5AVKln8I8h/AAOHIkyqc+lX9JAaLGzaTrD87EZXNxZuTMnOdewHMuRnVe2qopSxLvzi+b3KfENU4cGOdsooeoIe2FsugCpya41p1LQWEhrlvv5hfipxTmJ3jsF9/FseTSAvxiDAlt2iRBiY0QSYxjm1hK12BqQ9w2yu6dTZjKajDHZZbH/Ny2pgaD0YkSHyMZOg9AyihQJnJqyHNgjZ8g7pz1Y7ALIb4IfKCxsfEfN23a9FgmGfHNJyNA3mQaGxuX67r+/4BNALqmIaJRlHCEVHYB1gk/5kBwgNHsGD+vCVBtEazpS+G1TKn7o+FRRsOjuKwuyhctZ8eRccaHx6h+YCOrZZlwPMyh84fQ9NmCQSFyhVH4XQNhth4cJ1CTzwc33sh/HP0qo48/Tv7DDyO2buUWq/XyjbyO66U8nnu5lztvKpvzGC0VxmCaXYCMB+JEk5W4Z90LdXUWBgZSk+G7c5HlXkJz5Aa2DzRwW/H01nYMjNBmvgm3a8aSsNOIxTSGh1PU1po5ezYx6zGSmkMyOopploKQLquLcPzSK8kOv9bD39oK5twvSxIrc3JZOds+jwfXPfcw9OijqO5ebtj8AMWW83y/sZdweQ623MsvPmiaxW6ha0o6XFtIWFx1lC+cT0mtwtd+dJLF/R5u3ng1WnyQVKRv2nmpLEF/JEGyWqZoZRCb28HZwCAGS1qgRaM65uAIBocd3WZDSFKZrus/a2xsfHjXrl2fvv7662fObjL8wcgIkDeJ/fv3WxOJxBd1Xf8sE8EM4f4QVWeP4AwE6E4aecX5EXJzBykp83MwcpAsTxYGs0xXtU5HuUzh/gCLTmXhM6oEI3HcVgtZ4QEqggNcu+F6zlZbaT3VwJGQhlo+1/CaJq5c2po56I3ymwPjdJnN2FaUk291EUvGcCz28ML2Tu547DE8Dz+M/5lnSA28MZ9nlSOLHScG0W5kTt+AmgxhMM9uXnpp7whuz9/M2f7b357Fr399ZctVFJTexdNn+ij0drLSkzYBHRrzsS1SS37tPVfUxquvhrjzzmzOnh2ddX9h/o30H91L5YaZyYE59pxp5VdmoEF+V4yq4jlXFp4TY0kJrne8A++jj7LrfCfrb8tDV+MUFxbwhbusbG8aYc8RH9R4sGTPPRGQtEsIYl0j7mvl1eN+joclcpct4jatjKP/+SqKB4xuA/5YnGybBVPSQFcgyOZ3uzCb05WADQYDbu0AHcM30t3jZny8mBsDr1JtjhDMzqZ7/kpsxU6ALZIkHW5oaPiuruufz6zf/uaQESBvArt27dqcTCZ/KISYDOMZGhI0HZ5P1H+cNbqPo2Itqs3MmTNlHD0uMGzy4dAdmGQTCSUBUYV3puyUeGXSr9Gcrn8qSThv3sKeZ59h6SfKWFS3iRuHj7HzmJeOiGDQLGMpnumMTigzNZOkorFj3xDnw9BnMOBYUsqFjIUNNRvYf24/FoeFDqOCFong/clP8HzwgwRfeonE2TlXt5uV+7PKeezJDh66v2bW/bqWRJJts+7rHhTYbPmz7ps3z4TBAH19V14xo2z+x/n2qS/xeWMEXVf54bCT4sWfvuLzu7uTWCxTy/W+Hru9hMTw7JFTFqNlhs/hYvp3dvCvOZcPOpjRbl0dzhtvZOxHP0JPJBg3Kbid5vRSvYUbCfRs57Y1+dy2BrYdGOZEt49BHXIWFyK9riS9NLsSy8lzAVpHVM7GdZIVblZctYKOwQ6anm1lw53vJFRfD14NmAqZdukOQhEFs9mUjh7UFCyM8+IOF7K5jOxsAwdi86mO7qLLb6ExXMcqwyAFBTqkP/xPCCHuaGho+Mh11123c/aeZfh9kREgf0Dq6+tdQoh/I70ux7Qp/9Gj2QjJzgvqXQwo/8Nx+ToYVaisNNHVVUJiKBtzsRlVT/sqyns0SuTps0RhMuHYvJnInj3EzRoGNYDRWoBJlrhtdXpBpIGRGIfOjeJNCgIKBOIKiixx6twwT6KQ0iCQFARUneGkimNJEQajgYvnuwbJQKm7lG2ntgHgnRgPtFiMse9/H88HP4js8RA5cOCKn02exUrsnEIwnCTLMfvaFxevR34xgagD8+ypENx9t4tt2y6dDT4blUu/xD8c/ChGPcWCdd98w+dv2xbg7rtdfOtbI7MfEJ+pQQgE8iX8K4lwgpphlbzyKws3voB9/Xqsixcz9v3vT2bWqxOWqmS4l+zy20FIMGHevH1dAbcD8bjCs68NMhSXCCiCmNBJaBA4P8bzWRqhpIYqGQkoMKboxPPtWCYc9xLpIpvHleMMC4XI/v04b7iBcGMjenJKqOYJE6eaY+RuAl1TkWQLHf0WNFFGSYmRrq4kI9oank51cNp4D9m6jaNHs3j72wMX32Il8HJDQ8OTuq7/1ZYtW8bI8AchI0D+QDQ0NNwL/BeQD5BK6UQiOi6XRCKhYTRmMzwUokocYoU0TJfeToCrSaV0HA6JVLgQi9GIoiowFOP2EcO0LB5jSQmWujrC9fXoioKanZZPiVAX5uxaEoG0RlCcb+Ud+TPNE/+yQ6OlYnqO4hxjMusq13Gk58jk7+PGKQe8nkox9oMfkPPud2MsLcX/1FPpZfGugA8Uzedbj57mbz+2ZNb9uhpHMjrQUtOtFb6gg8JZOrtokQVZFpPrrr8R/OOnKDUl0HUI+FvJdi18Q+e3tsa5885sFi600No68/pazM7rkyydFiexVGzONke2neWfSy/tg5mGJOG+5x6QJMZ++MNp70G1Tb2zqPc49vw1RIanC3yLReb+LTPNbN/bCUdKZvpgLhZrdQV1k8mQI9b05CJcX49j40bi7e3TzJyF5wx0lceorABJtjHsy8HhkEgm0/11aa2sMgwS5Ajnx66hpDSbeHwci8WA36/hdAoM6YCSe4UQmxobG//P5s2bf37lDyrDb0umFtbvmd27dxc1NDQ8TbpuVT6Kj+hIOzt2lNPYWE1jYy5nT5xlZeJ5HtG+yUOikXI5yYf5DQWx5+nrS1BVZUYNO5ENMmogyZY2nSJDepYu2e04rrsOg8tFaNeuyRlmKis9y0sEzmJxX37QUdQ57BKvQxISayrWcKR7SoAksg0MRC/KXdA0xn/5S1Svl/xPfhLJcWX2epMkURNxcujE7L4DNeFDtkyPkOrqD5JUZpq9DAbBe96Tw9atb3yp7rGhRky93+Rby+fx7RXzkLu/xtjI5RMjX8/WrT7e8x73rH4dWS8l7J0uCHMduZO5FjP61DbCzXoW8lxOotdhyMoi/5OfJDU8jO+JJ6YJj/5wmPzSKW0uOtKEveAarjSqX7+UD2SCBYUL6BxLryHTY09/W7qiEKqvR87JwbF5M5ItbZLMk0zED+h4xxMIIeMLuamuNtPbG6MwsZ0Pi2cpl1M8LDXyYfUbrEhu48TRczQ0eGhsrGbbtnL2nu3CF/MBFEw42bft3bu3fI7uZfgdkREgv0fq6+sf1jStHbgLQFejlBl3U51zmGg4gM+nEw+c5KZ1XeTrx6isKcFcXY3kcOAwwF9aj7Ay+j16Ok5T4Mwl7o2y/niKzZIDS10djk2bsCxaRGTvXuItLZPXPRH0sWjV1KCtKVEMprn0iTTxWXwgs3FN1TUc6z02LZqrYHkx20ZnOs5D9fUEX3iBgs98BnNt7Yz9s3FX4Tx2PD/72hfKxDoWF/PUy8MUltw749hbbsmiszNBd/dMH8Sl6O18nHLfY3xt2ZSf4d+XzaN49Ef0df3qDbXV1ZWkpyfJzTfP9DmVl91Nz57plpZcR+6cJemVvQPcV3Rl46Glro78T3+awLZthBsbZ+zf5R1iy/qpwga6rhLznsSev+aK2pfmKE9zAZfNNS0QIFRl40RwSjDGmpuJ7NuHZckSHJs2Ya6tZWHKQf/OFMMjMTDlc/5MC+vi3+Oj5kM4DOlVKs01NVTWlGANn2C86jydIy34fDpjviDd8kF2+3ZPanC6rt+mKMqpxsbGB6/opjL8VmRMWL8Hdu7cmS3L8neEEO+7ePtgT5yoyCWZMlDi3k1laYD1i7uwWMvoq00QP3AeibQ5ylRWBpLEfQYDw6mj/Ki7m6JTDm5fcz0IQaKzc841xYezVJZ5psxU0ZFD2AuuIdj74px9Tqoal7OsGw1G1tes5xs7vzFtu2ySGTbNPqjE29sZ+fa3yX3kERLt7fife26y2utcvD+7ku/8rJW/fmi62UhN+JCt053lw+Nm7LnTNZziYiM33ODkC194Y9Fg7cf/iXe6Rrl/4cwy8Z9bXM4vzjey40Qb85ddeX2mrVv9fOlLRRw7FmNo6KIaXBY3qcHpTzzfmT+rAOl89jRfKpizftQkwmAg+x3vwFxTw8i3voXqn12bSZjB/LrCjuHBRvKv+huiY0cuW0lAUi+9/9qqa9nbsXfyd3OulcPGEMsuOkZXFKJN6QUK5fx87GvWcI2us3NvH0PeE3yocpz82mJ0tQA0DTUQINHRgQY0VKSw2GSkVS+i95xBH/MQ9xowWGycivhZUzv57Wfpuv6zhoaGO0wm00euvfba6XVwMvyvyWggv2MaGhquMRqNR18vPABaO2t44fD7eXbfx7Da7Wxc2oXBYAAkqupMtNnTs6dUfz/x1lb8J0+y49BeHh8+hL02h1DOPXz95RG27tjHUM/spcx9yST26unb1Flm7heTVDRilxnUAW5ZfAuNZxpRtZlJh37j3LNS1edj+N//HSSJws9/Pr3W+SWoyspG7dLo6J7mKEVJjGN8nQAZD02f3cuy4JFHcnniCR/h8JVpVZHIAC2vPcw/VkS4v2LOWpU8UFHI35cFaXntL4hOLMZ0OYJBlV//2scjj+ResNNPosWmZ1wXZBUwHpk+xgX6/SwchSrn7GVcLmAsKaHgc58DTWP461+fU3gApCwz35WuKUSG9uEsvelyt4RF0tEu8b24bW6C8emBCx2F4E/Org0O9vSydcc+/v3lEcZc72LZIg/t4cPsPbIX/8mTxFtbJ30m+0WMkQpjuuy9QUJUdGKwGDE0/y1y20cI9cxqrr0nmUwe27Vr1+bL3lyGN0RGA/kdUV9fLwP/OPHPAOmkwEgiiMPqQlU1BgcliopkwuEkgVA6DMbknEcy1A3AYJnK+WEVXypBwKQz6NSQK7O5YeENPPX0SxjNhRRs/CiHTsZo9B0iN9KOi1GcegiTFsOEQi8+/mrDzBl0KjqAyVFOMjyznFDL2XHkvEv7KXIduSwsXMi2k9tm3R+UZwqVaWga/qefxtzcTN5f/zWRgwcJbt8+53obn6hczGd/dJCv//PayW1q3ItsnXLeNp8dR9Gvmnbe/fe7GRpK0dQ0e8mS19N15sdkh+p5fG0VpivwL1yVk83ja538zdHPMpL9NipqH77sOfv3R1i+3Ma997p44okpDcMq1+DrbcVdlk6QLMgqmFwM6gKjz57hPxbNbVoSskz27bdjW70a709/ekXru6vm2d9VeGg/BVf/H6LDB1ASc0/Wa0tsHO4L4J4lt6jCUzG5iNXFmJfn873He1lszCGJTFKyEhROAiIfr7QQa84Kli2zMjquYrF3c/sDtxHq30VLc4CUV0LEJJxGM0cntKN+Xz8Vngo6xzrRY04E4HbLDA5KqKqGwSCRiPsxmrKQ0u+1XJKk+oaGhv/My8v728WLF78x22aGWckIkN8BjY2NlbquPw5cA2nBYUsdJ8vi56VQlLNDMaKJGKmsVYyO3k5xsZH4xPiWri2l0t4XZ7/NiLrMABPZFjKC6xdcT9P5JlQVenqSlJc7KCw0MsRqoqzm9WX3wqHXaO54liU1080j0bFjOEtumFWAnDwXxL2w4pL3+MDaB/ifI/+DPof9O2k34I3H8VgubQhLnDnD4Je/jPveeyn68pcZf/xx4qdPz3rsw7m1/MePmvn0h9JRWUrci9E2pSE88cIQZeVfm/z9mmvsLFtm5YtfvLx2EA730HXyyzxUbuTO+bPnnsyFSZL4r1W1PN39Go+/tpfKpV/CcZllZx991MuXv1xEZ2eCpqb0W6uufIDmxkdwPzAlQMbCU36RM0+e5B+K5u6bdckS3O99L/HmZga/8pXJJXgvxUg0Snb+XEW4dfydT5JT+wAjzd+es42ra3P40TO9swqQ1RWrefn0yzO2B/qijGc9TNy5ceZ9kDY7OhwSJ07EyJ0H0dEjOIuvYzENXBytdvOgkV8NxVFyLFiM6W9NU6GsxMjISIr8rOO4Iw2YzBbGVAu7xuy4JTdXe65GCCGAT4yOjl67Z8+e923cuPHyNWMyXJKMCet/SUNDw4d1XT/FhPBIpRJkqQcpcfZhE8P4QmNYnVby8nKRFh4gZHgJh0NCQsGcVUUy3MOJ8zGe8oKaNZVg5bQ4uXnxzRw6f4hgLIhQ0lEz+/aFufZaO3b77K/O4byGX744M6lutgimCwST+oxksYvZVLuJwcAg3d7uOY/JXVbE9qHZnd+vR08kGP/FL/A++ig5730veR/7GHL+zD4vceUgdcOhk+moLDUZQDLYkCbyX8b8dmQ5PYhUVZl53/ty+M53RmethHsBTUvScuTz6O1/z6/WlXBn6dwmq8tx97wifrmmCLX9b2k59k9o2tyT2khE4zvfGeXBBz1UVKQj6IxGO2oorfnZzXbMsplQPL1C4kjLEFf5ZZa6Z2bfywUF5H3847juuw/vj3/M+C9/eUXCA2DnUD9b1s9d9yoR7ESJj+EonLs4mcUiY1Rmn0h47B4CscCM7YGjLnJmER6QXuhr7Vo7+/alZ1XhuAk16Sc6dpSsspuQjFPacV2Rhbs8ILwx+nx9VOVWASoOhwGrvI/337ST/HwPriwLsdg4I6kRerQeDo4dQJ1K0FylquqRxsbGD8x5kxmuiIwA+S2pr6+31NfX/wj4ATBZQKgzfJ7fDA1yvNeLriYYiScZC48RSUZYULqAomvP0ON/keJinUBU59eHhnkmbCDpSg+EdpOdDTUbWFy8mJdPvzxpS9YT6f26Dtu3B3jnO12YZitKBOimh/jJb2aWBFfiY9Nm8BcIpeYO3yzIKmBL3RaeOf7MJZ+HM9/JWWXuHIbZSJw9y+AXv0jizBkKP/95ct77Xgyvq8T6yZol/PyxsySSKqCjxEcx2ooIhJIEImmhU1ho5JOfzOPnP/deIupKo/Xk1+g++CD/VhvnGyvnX5HJ6nKYDQb+Y2UdX62K0H3wQdpOfR1mXXw2HZX1+OPjfOpT+eTnp5V/kfSQjCcpyi5iNJQWlEpSIfByJ39fO92eb8jKIueBByj83OeIt7Ux+KUvkTh3bsZ1LsWgGqe08NLmSl/XUzhLbpgRsHAxjlkeXbGrmJHQzMTJvj0+Cq0fnbUdk0nwjne42L59SuhEYmkNXE0GCPbtxJqzFEfh+slKBMvKLXxwnoR8vh+RFBQV64R8DXz0XSdw5dehpSIocS9mNUk8FSfh9bLMNIhF7Zp2C7qu/7ihoeHnhw8fnr3EQYbLkllQ6regsbGxDHhRCHH7xdvjqTi7R3Yj2a00hcMcb4uSZTERDicIRCJ4I16UQJxiTxzvwADdViPGqvmUF1VS5i5jnmcebruboz1H6RnvmWYuip7LwUZ6oSRVhd7eJO96l4uWlviMoCZZttHZ52dxZS8u5//P3lnG2VGeffiaOW5rZ903a9l4QpQQhSR4cC1WrIVSpMX60iKlWIEKWqAQSJFCCYRCCJGVuBLdzXrWXY/rzPvhJLvZrCcLxa7fLx8y55nnzJk9Z+7nueV/9/RSaoLT8FjKexz7755WVEm9V7pqhZo7T7+Td7a908s33xeWA42cGdK/yF+fyDLusrJAWmdWFubrr0fU6/FWV3dVLE81mnl09dcsmZ+ALmwcktfGs6+uQ9DeS2xcJPffH8X69bY+FXB9PhcF+x7Hdvgf3JMscXtmAqGa4XUfHAphWg0XJoSTpGhg9d63qW89RFj4jF6y7zU1XjQagSuuCGP3bidIMRwu/YzTT5+HSWtiR8UODr62nZfTp6A/0ptEERREyPnnY77xRrxVVTS/8gruwsIhF2geyyZ7M7Pn9W8YAJD9eO3VmDOvx964tatC/Vi2HGiFxJ7fmdmpsyltKu3hhrM12XEfmkaosXccR6kUuPLKUP77304cju738HsLmD3xqEGR8dpr8Doa0YWNQ21KRm2IxRyewOy0OLQWO0Ul1UwZ24zX0YBaaqKh2UpVq49GjxJ9u5Prx6iIDw0Gdw02UhF6/k0mejyes2+44YY1y5Yt6z/z4Cf65KcYyDDJzc1dIMvyBxypKD8WSZKwS3aCFIHAXVq4hvPSFYAOm8NDe6eb5PFmJF0cbzWlsD1nO0Gn7jka5BsQvzWIY/VEOjr8rFlj5Zprwli+vK1Hlz0Ac8SlvPTvAzxzV/cxt6UMU9wZWGu6JYNcbh/tfom+lmDXzrqWreVbqWitGPT6ADrkQQLpA+C3Wmn717+wrFlDyAUXEPvMM9g3bsSyZg2RLS2cro7l5XcK+L9Hm1AZ4iiuFJk0YzT33RfFrl2OHitYgOamndSV/5NIoZ2nR8eRGjz6hK9tOEwLD2N5eBhFHe08t+tammUzcWm3EB4xuWvMypWdGAwK7r8/imeegaJcBXEhcTRaGin69CA3BCcQrtWijIggaMkSDLNn49y9m/pHH8XX3HeR5VBxiUPTBHNbynE07yQs/Rpai97s9XqIyk+bT+rh+syIyiC7MLvHuIaNAmnmK3udr1IJXHNNGJ9/3klnZ8/vTaul9w5Jljw4mnf1OObzS2zaZEarXUBLYhWbm+zUH6xHbVKj1qpBhEydBrVCRBCVaEQbktyn22WyLMs78/Lyrpo3b17vAM5P9MtPO5AhIsuysHDhwvuBZUCfHW9UShVlnWUo1ApUTZ1cnq5AeSR1U61SEJUwEaUmlK/W7kfSXYe3cxIth5ogpB6Vvn8jYqmzoag9G62mZ8c4m02iudnHFVeEkp/v6mVEPFIidfUbmJR5JLAt+zHFzMXetI2jgcmP11fSlhyN2tBTf+qscWcRogvho90fDen+lK6vor0minW1DjbUVYHfQ1pwn7dpQCS7Hcfu3Th370Y7Zgzma69FnZREKiKrNu1DDBGJTJzAh58U8NLL17Nnj7Mrs6mtLZ/iA09jrVpOlm8bz05K4IKESMK0I7/jGIxwrZbz4iO4KE7PocOfk1+2gpr6rWj0Ceh0ERw86CQmRsUll4Tw7/e/4sKL5rNq9edotpVz1zlLCb3iCsKuvBJvfT0tr7+ObeNGJMfAnQr748vqWl4treeDBpF6bwh2ZzOTRg9cWAoBI2KMmolSE4bb0tNVFhmk4osdTQTHBxIAFKKCOWlz2Fi6sWtM1YYmIuRfo1b1DLbrdCI33GDmiy8sNDT0zsJzOiVSY3YTFtx/q966Ji9vrUrH4vslsdFJbDj4DuPHZBAdGU27qzvTrQXQWbwkhgdhcQh4NBP6m1IPXHXdddeJy5Yt2/Doo4/+1GtkCPzUkXAIbNq0yeT3+9+SZfniwcZubd1KQ/UBrk0TMRuUCAo12uAMBFGDu7MYv9fK3z/MRNBfQ0SEksJCF52OLchJ6wgZ27fvvG6Lg1jPM32+BhATo+Kyy0J5551W2tt7rubqa//BQzeWkRAV2GOEpV+DrWFDEv6LpQAAIABJREFUV+rw48sK8S3ouTqfnjydRVmLeGbNMwMqw0LAX793eQlRuqtIiF3adbym8jPcLWsIkjuIUrq5ICGaCWbzgHP1hSI0lKAzzsA4bx5+i4VLrrua6JRUbr31Lg4eVPDyC//Aay3AiJVMvcztWaMIUfctxvi/psPt5sVD5RQ5RWyY0ASN5fZf30J6ups33nyRusPlfPrOuyiMRqx5eVjXrRuwnqM/9rW08El1A81+LZ1CCPrwM4lN6va2NjZ8glb+gKfuyehVUHg8gkJN1MT7sVSvwtG8u8drt7x2iNglgWLPUeGjmDlqJu/teA8AW4udpjXJjIq9vcc5YWFKrrkmjA8+aKOxsf+CxMTgh/j5BX07SHJ3edhwYDGSOJ8xYwK9Xqqt/8I0p4ggXRDpEem4fW6Km4rx+DyIbh+LVTJjU8bSKpw64Oc9wn9lWb52wYIFP7m0BuEnAzIIGzZsGCNJ0idAxkDjZFmmwdJAY8l+ls7RoFPrQBCQJR8ea3lXdW/ubj/r9z2IUqln9mwjmzYF/PZOVz0W8UOCZzWiNfV8ANZ9aSJW95sBrzM0VMHPf27ms886ezUyaqu/m78/EFhxGmPmIogqrLXrAbjztUOELumu+B4XO44rpl3B01893ZUR1B9V22tp2AkT0p5Bq+2/34jL1UbN4Q+RbAfRCzZ0uFFLLpINGrKCDCSbTMQbjb36kUtAlcVCpdVKmcNFmVqDzxzKZ198zgXnL0XfYWOpScuEIWptfdfYa7PxmcWFM9TIp5+t5Pyzz0HV1kGa102qXkeiyUSiydTrR+r0+aix2ai0WjlksVNhd+MRtTjR4pANKEzjiUu+bJC/STu1Fb/l8iUKzp0f2+84AIU6mKhJ99FW8i6u9u6U6/veKEC/KBDoX5S1CIfHweayzQAcWN7E+ISXe8yTkaHhnHOCWbas90KnF+5XeOSWnh0km9s9fLTeRG379ajUgUyy004zsnmzDa/Phj3+aYIzAwZRqVCSGp6KQlQgyzJOlxNjiYtJ4yai0EYTyOgdkEJZli9csGBB4WADf8z8ZEAGIC8vb6Esyx8DfbbC29uwl3J7ICAtiRIRIREs2uWk3VZB6FSR2PiehqCpzcvrny/CK88HAn26c3J6PqSbO77CF76RmFOVIAbcV57tFxAeOkjPV0CrFbnxRjOlpW7WrLF0xVgtlkOkRb7AbZdHojYlY4o7ndbCf3K4xsKf8pqJPy1Quj4mZgzXzLyG59Y+1yMQejzWJiuHPq0hUn8ByfG9/dtDpa2tAEt7Pm57OT5PC16vDYPGiIiEw+tBlmVUmnDU+kRCwjO5884FmEyNvPjCc3TU17Li/X+jNJtxFRbi3LcP58GDw25m9W2jio1FN348uokT0WZm4mtt5fwrLiMsNo6777qP1tZwXnghh47WYryOKrzuFgRBQK9SIyFid9tQqUxH7ksKQaHjCAsbnlLwsdTV/AuF9F8evDGBxAGaVCl1kURN+A2tRctwdQT6tb/+aQlFiTEYzUZuPu1m1hSsobKtktK1NUS67yXImAmAIASaeiUlqXnzzdZBO0MCdLRv5o6LVpKaqEeS4MO1Ng4cnodKd16Pccf+hiy+9WhmZKMx9XR9SS1uxlfKzAlKJvIcHVZLE26vAlEEq5yGYOzXrdUuy/JFCxYsyB30gn+k/GRA+iEvL+86WZZfA3r5Q+o6aznYkU+dVIdOrSMuNA6v30v1nkIebY1GERJCXWkxlWE+dBl+xowLwuXx88rHyXR6buyaZ9EiE2vX9l7l+3wuGjr/hRhbhN8mkqB6esjXLQhw9tnBZGRoePvtNtraAjuf6sqXuO+aw4xOMxM96UHqdz/CE28dxDV3DKJSZFLCJK6cdiV/WfcXGiwNfc7t7HRS8EkFStdoxmf8vleG0TdFRoaGm24Kx+GQuOSii1m18jGyV/2bj19cyd8uvgL9KaegnzQJVXw8/vZ2XIWFuIqLcZeUBAzKCWQrjQiiiCo2Fm16Opr0dLSjR6MIDcVTXY1z714cu3dzy0cfMPkXl3De4qXcdPUf+PyTlWg0Im+80dJvS9yRRpJ8lJc+SnRIMQ/enII5pO9iUJU+msjxd9NW8i7Otv24vX5ueq2Q1HPH8th5j/HHVX+kubKV5uwU0hPvAMBsVnLddWEcOuRi9WrLsP4UBh4mNb6dPSXpoL4FhaJ3LOv431CL/zXC5tUgKkW8FRbSmxUssahISs3A39ZGQWoD42dnIQgqvPYafD4XTc54bGShNPQpseMBbpo/f/7yoV/5j4efsrCOQ5ZlITc392FZlv9AHwbWX12NqqEYMUMkSUjC7XNT2hSQj0hpF/B3dqJJTye8spJwqwbrVg/bt3WwXQqjU3Njj7mO10Y6ilKpJd58E53NZZQ2PIZkXEZ81JV9/oB6X3+gTqSwUMMdd0SwaZON7GwrCUm388yyX/HPR92BQjxBpM4hE64UOS3tNM4Zfw7Prn22qxbhWNqrOihbV4/SncrE9LdQ9tMZcKTR60UuuiiEBQtMrFlj4aOPWlCJtWjFTs694EKK9m3k0f9+woMVFXR8/DHKsDC0Y8eizcoi+LzzUIaFIbvdeKqq8FRV4a2txdvQgLehIRBbGCnDIggoQ0NRRkWhio5GFR+POiEBdWIigkaDr7U1ICS5YgXO/Hz87YEg7yP79mCfYubc887H6rZi99fw2GO1XHqpmQceiCY728qKFR0DFkaOBKKoJC3jj3g8Nu565nHMQYf4xWUxjB7Vc+PtdTTQuP85IsffjVhphMYthAkSClGBSqnC6/VyeLWVyWl3IIqwcKGJ2bONvPNOK4cPD105xO93097yHjWOCprsD2Mw9C8kefxvKFxxC/avHmWWuo1FghGTUgWKQC94T0UFnhqxK/6n0kej1GlIMPqp3leMTSejjO+lKKAG3s7JyUmdP3/+o4Ig/BRcP4afDMgx5Ofnq/Py8t4QBOGavl73u92Yd+1itNFIZfZhDk7u3pz4Oz2c2gqI4G1oQJ2QgKe6GpNazQzUlHcYaDvu+a9SDbwBbHf8l1NuScHvLaMm7wGk5ni08mRiIhcO+lnKytw8+WQDF10UwkMPRfPhhx3Y7ffy6Ct/5OVJbewu9OCJMHHJlEsYGzuWp1Y/1aOC2OfyUfhVGe4mLXomMSX12W9txyGKMGeOkYsuCsFqlXjyyQZKS93kH3yeX1wciddegynuDK67NIM/t+7jxUMH+VXWOHxtbdg2bsS2MZAJpAgNRZOaiiYlBVViIvopU1CEBuICss+Hv60Nf0cHvo4OJJsNyelEcjiQ3W5kf08fvaBQIGg0iHo9ok6HwmhEERIS+BcWhnAkfuNrawuIYRYXB1r7lpd3GYxjebbgAMXxCjLOyCDZnMzq/NWkzIth77a/4PP9hl27HFx/vZlp02JZsaKDjRtt3/hGSq02kpr5FJLk48llL6BV7CMr2cMtl49Crz3y+ZxNNO57msjxd6HSRzEt5TBl9X7a7G0cXFFOeszjZGVpufTSUA4dcvHkkw1djaEGo6lxPQb1HtLiavj9tUGolSnc/dznYPh1v+f09Rua6jNykaH7PdWJiXjrA/I2IfXQ2uLGHK7B6wjstA9t9jDBmUKzfRdtkZGIvZMwBEEQHs7NzU3Oz8+/5ScdrW5+cmEdYePGjaF+v38FML+v130uF6Fr1hBus6E0m3HU1vJuqIuKyYHVeOJOGz+3d/uQjfPm9ejF8HmLh13hT3T9X6cTmTvXyFdf9d1utaPzAJ7kd4icaOh5vMpC6z4B2RaO4I4lIfYC1IP0+khIUHPVVaF4PDKP//GvXH2JkU+++IK7n3gan9/H65tex+1z01rRSvW2JiSbHtEdTWrirZhMyQPOPZIIAkybpmfp0hBCQhT897+drF1rxe8PPAx277iI/740AW1IJlGT7qd60+1IPie///NOUjpN/Dx98FoPUadDGRWFMiICpdmMMiwMMSgIhdGIaDAEmhwpFIjHaXpJLhf4/UgOB5Ldjt9qxW+x4G9rw9faiq+lBV9DQ2DcILxSeIhsvZ2x107FqDHy9yv+zhNfPkFpUym5T+9h/oyVQKDQbvFiE+eeG0xbm5+VKzvYtcvxrXrkbNbDNNT9g2B9I5GhDi5ZHMXY9DAEhYbwrFsRgKvu/B1zzljM5tVOHnnobpRKgXffbaO2duAMPo+ng8b6Twky1BMV0sQFC0VGp/RM/f58g42cfT/HFNR3U7Szzw5i3TprDyM1reUBzgnv/vsZ587FtmFD1/93B9s55YLA72r/JgdZJVr08fH4mppoDgqiY/FilP1rumXLsnzxTxlaAX4yIHSJIX4B9BuNdDU0MHr1ajSjRuGuqABJwuX383aokzadzJ11OvSK7hW6bsIEvA0N+JoC0g4bmtpYa/5zlxsqJUVNWJiS3bv7zu0vbfkdaZcMnI7qsXuo3tqMv8MEHhN+lw58RkyGTEzGNIKDU3qMnzhRx5lnKvntb6/H6bQTlhhOWXU9sleH7DagV40jNfnKb81FdRSNRmDWLCNLlpgIC1OSnW3liy86e8ix19SsIiP6be67MQtRqSPhtJdo3PdsV1bQb/+4lQkeM9emDZgs9z/njZJCVgmdTLgpoDI8Pm48d59+N7e9fxsur4u9/zlAuOdW4mO7ZdWNRpHzzgtm/nwTra0+1qyxsGWLfcgr+5HC67VTU/UBgnQQk96OQeckMjaWg8XN6HQGnn32bb780sv+/T0lbTo7D2OzleJ2FqJR2THqnQQbLcRH2Ln8zHBMhoG/5//3oheV6U99vjZtmp6mJl+XhI3P5+Ts9gc4NSKw01RGRaGKiMB58GDXOQ6/j5IMNz5ZZmypDq2oAFFEnZiIp6KCwrPOQhs1oKJCvt/vP+f000/vXxzuR8KP3oDk5OSMFgRhHTBgkwpveTnpGzagHT0aV2F3Zt9/pA4a/R5uVx1XmC4IBC1ZgmV1oIlTh8fDI53nEhIRyENfuNDEwYNOmpp658KX1fyNhAubUBv6L6TqD8kn0VrZSkeVA1ebF4WoRUAAAfxeL6MTk6nKL0et1rBs2afs2OFh61Y7zc0DNwkaaQQBUlM1nHqqgZkzDUgS5OZaWbPGisXSO8Vz25aL+eLlcV0+77gZT2Nr2EhnZbe8/N2PbGGC18wNGZnf2ucYDv8oOsSXdDDp1lldx5ZOXMrMUTN58JMHgYCaQe6TB1g4u7f2WHCwgsWLg5g3z4ggwNatdrZssVNe/u0E248lIkLJqacamD5dzfXXX4Db7WLG5FSaayvQalXIciC1XcRFXKSK8Zl6xqSZUQ8g2tkfbZ1efv9KDBExv+r1WnS0isxMDXl5gXT4jqYcngxbj+6ISzHozDOxfPVVr3jXan8zoYKaGWL37l2bmYmrqIiS+fNRJScPdlkNsiwvWrBgwcHBBv6Q+VHHQPLy8ibLsvwVEDHYWGVLC5r0dDyVgUVHq9/LR8EuascakQV4fWsrNwvHFMrJMrLLhSIoCL/FQohajdLXLTMeG6siO7t3BlZd40qCp1WhNgy/ihtAVIpEpEYQcVxTqazoLH4282cU1hbyzz89w8VnL+FXv3yUX935EH/4QwzNzT727HFw4ICTykrPN+ImUasF0tM1TJyoZ8oUHWFhSkpL3bz3Xjs7dvS/om5q2sWYFKlHwNRjq0IT1FPq/C+PnMo9j27l1cICfjF68D7w3yZ/yz9IjtrGpJtn9Tg+KmIUVW3dEvuiKKKP8tLSuo9w88QeYzs7/Xz0UTsrV3YwY4aBuXONLFwY2JV8/bWDffuclJa6v5GdiSBAUpKa8eN1TJmiJzxcybZtdm648THOuvJsNnz1JQ/cfR2m8AzaSt7B1dF3t8wTISxYxRWLD/NR7irCzGf3eK2x0cvpp3f/VtT+5i7joQgORnI6exmPbKGVeVeE4pMltq+xMrpNS7BShaemBk1qKsrmZhjcgEQLgrA+JydnyYIFC/aOwMf8XvKjNSC5ubnTZFleDfRQhJO8XhRlZbjDw1GHB+TPZVkmxO/H39nJ/s5W9oZBcSyIsaYuLZiq00L4S14Tdyoju7R27Nu3Y1ywAMuqVQCo5IC7SqUS+nxAt7RtRkjeSHjmiRmPvgg3hnPpKZeSGJrI8u3LWfHSe7xyxwVkTj6dz1feyosvrOWDD6YydqyWKVP03HVXJCqVQEmJm8OH3VRVeamt9dDS4husE20PlEqBmBgVcXEqkpLUpKZqSElRI4oCpaVu1q2zsmuXg5aWwXc+JcXPsPKFsT2OeawVBCWcSWAT3X0zn394Fg8+tZ2n9+/l/gmThn7B3yCP7dvD3mAfk66f2eO4IAikRqTyxYEvehyfcvUENj33GAtP+7jP+TwemY0bbWzcaCMiQsnUqXomT9ZzxhlB+P0yhw97KC93U1Hhoa7OS329t5fMzUAoFAJms4L4eDWJiWpSUtSkpWnweGT273fyyScdFBS4qG/YQYuwhUVLXqZD08ZvH7yHpx64mrCM6/HYKuko/wifa3ARzqEwZ4qJuuZsth4KJSS02wjLcsC4KZUCPp+Mmu7dmGH2bGzZ3dpcErBKauCMqyPQHqnAn3GhmtJDDioLvZia7aQbjYQolRyrrOZtaUHd0oKUltaVLHGESEEQcnJzc8+eP3/+1hH5oN8zfpQGJC8vb64sy59zjKaVv7OWsLJG1EVFGNxuJFmmXaOBpCSKtCK7g53ke6vwLdCgUCl6CbIpVAraF4bzxPpafitGo1UokJxORK0WQa1G9nhQHvlyT5mi58CBnn7i5tbNuCNXED9jZIxHiD6Es8edzbTkaXx58Ete2/gadoudGMFPTLgWUaXn4dtGc80Dj2M0vc++fTL79jkRhMDuaPRoLampGqZPNxAdHXCldXT4aG/3Y7dLuN0yLpeE3x8wiGq1gE4nYDIpCA4O/BOEQB+MqioPxcUuvviik+Ji97DSUlta9pIa5+rKAjqK21qBqDKi0kd1ZdMc5ckHZvDEC19z386tPDOt54r/2+aO7VtoTNYx4fJpvV6LDY7FoDb0EqtU69SozQ5aWw9gNo8fcP7mZh9ffmnhyy8t6PUiGRka0tO1pKSomTPHiMEgIsuB3Utnpx+r1Y/TKePxyHi9MkolaDQiGo2AwSASGqogJCRwr+vrvVRWeti3z8mHH7b3CIr7fC6Kq//M7LvHYFAb0IRqKenw0Vj1Na6OQkxxZxA95fc4mnbQWfUFfk/vHiHD5fIlRpzO/7C3QiYktFuSJD/fyaRJOnbtciAe+Y0JGg2iWt2V1OD0+VitaGLpdbEcr12alqWHLHC5/BworcKvVtO8aysT3BJCVRUhLheiIGDfswdPZiblSVGYzV0e7xBgbXZ29tKFCxeuP+kP+T3jRxcDyc3NPQv4mEAjNAAEdzXx+nyaVzWRIEciqFSgUCAoFNTW18DiSHIqihHGTEOv1lNQX4DN3Vs6/Ci+3Fp+7QknUq0JFJKNHo01O5uHamNQxt3KrbeG8/rrLV0r+rqmz5AT84ibefLGIzo4miVjljAlYQo5xTl8VfAVTk/AWOX/aydv3T0Rc3QW5swbqNv5EE2tDm7/UxNjJy7rd06lUiAyUklEhJKQEAVBQQq0WhGdTuiShPB4AkbFavVjsUi0tflobPT1Gc8YDhvzLuKTv48myNgz0CoqDSSc9gKtRW9hq9/Y57mvvVfAlvUNvDl34bfe+EYCrspdj2pmLKln9p2bsSBzAdfMuIbb378dp7fngsJtd7PxuUOcMffTk7qO4GAFkZFKzGYlQUEKjMaAsVCrA3dElmWcThmnU8Ji8dPR4aelxUdTk2/AXcuWnTcy+ZZwdME6nrjgCV7b+BrFVcU4Vu/nr/dMBUBU6glKWIIxZh6Olq+x1qzpZexPhPdWWdl66HTM4QF3lijCTTeF89prLfhrX+WPcQ2YTj8dV0EB3vp6mt0uNhlbufCq/sOcCpUJTchoZL+TN9fvgJAMFu5sITE2LpDS7fcje73ssjWybX40Y9RjSAhKOHYKx5HsrNUn/QG/R/yodiC5ubnnAR8B3RUZrioStRtQKUPxpXrxbur+gjf5PFimS4xPyWCeJPLKgR0QbmBC3ARC9aHUd9ZT3Fjcq82rcn4cz21r4GdtesbXQdDixSAI+CQYN1rL4cOeLuNRWv03QqZWEZ514sZDpVAxOWEy8zLmEWGMYH3heh7Y9UCPh1JzYSOzkg0Y9Wpk2Y8gBh7IkWY9156r4qOcpxiV9kCf8/t8MnV1XurqhiYFPlLU128gK8XXy3gASD47XkcjmuCMfg3ILVeNITHOyAWvr2L5vDMI/pZEFjs8Hq7IWUfiJeOJPSWh33HpkenUddb1Mh4AGoMGXaSHxsatREWd+C7q6M5jJKvaDxQ8TcJCFbrgwBpMrVTjl/2oDWpq9Dq2729ixoRIJJ+DjsOfYKlejTFmHpET7sHraMRWn4ezdW+XPtxwuepsE7ER2fx7XRlRsXcgSYF2z+npGgpqAEFAHR+Pdf16iuydlMY5uHBpX8ZDQBuSgVIXHeiA2LyLgio7hzQKJiaE8sHhUi4rshKj7E5m2TrKjyT4yW3PZT7zjzUiekEQVmZnZ1+1cOHCvn2PP0B+NB0J8/LyrgJWcKzxAIyUodZH43M1E5UsUKMOpAMeUDhwLZBJG68FQUFkqIYxkg9ZltlXs4/c4lwcXgeLxyzmrHFnkRaZhih0307dzGiWxbtZ1dmMMz8f3cSJ+GSBRYtM5OZa6bAcpKjhfuKXNpyQ8VAr1UxOmMxNp93Eny/+M1OTprI6fzX3f3J/YNdx7ENJgpbNpdxz9TGBZbFbhfW8hXEkR+6iqbFnL4f/NUWHnuLZe/vVKcJjKUMbPHDa7pnzEnny4ZlclvsV+1tHxh8/EPtaWjh//VeM/uWsAY0HQGZUJmXN/XcUnHH9FPbmPzrSl3hS1Natwxeyl4RTujtbKo8pMB111lj+/nFJj3MknxNL9Wpqt92PtXYthsgZxM18FvPoG9GZJyEohm/Y508z8titddjb7sdqKSA728rixUG4ZQH9pEk48/PZ0NFE41g35yw9poWvIKIJTico4SyCEhbj99qPGLR9gMzGOj+iQYNCVNCequXtLImNUiB2WSx7aIhX0GRtIjYklhJLyfGXpRZF8YPc3NwTF4j7nvGj6AeSk5NzAfAex+24/E1VaDsraGuupr3dS2edRFmnC3emTNYiPSFhgeFqYxxeRz1RBthe7kAwBWyQxWmhrLmM8uZyooOjmZ06mwlxE4gOjsYv+fEESxzSeMjftI/FV1zLjpoW2i3xbNjxPEJyHilLjCg1Q9sEapQa0iLSmDlqJksnLuWiKRehV+vZX7ufd7e/y9byrX22EwXI//Br/nBlBpFhgRWjUhuGIXIGlpqvusYsmBHJu5/+B71pMSqVoc95vk1KS5YzJbOMM07tv3+3Qh2MIfpU7PUbkfz9t9ONNOtYuiSFX729EZ9XYqK5797wJ8s/iwp5uiyf2Q8twhA+sEJwhDGC8yeez/qi9T2ysI5FVIp01DbjaBEICx33TVzysHA4msgv/z0zb+15LWeNO4tth7d1KRkowoxs+aKQBdN6/+18zkYczTux1echCAoMkTMITb0cbeg4lJowQEDy2WAIzckMOiWLZ6no7NjMgUMHUajH45crOfPcU3n1rRdJOUvPtGkRqI2J6COmYoichjY4Hb+7A3vTNtydpUje7kLe3cUWdqi1iCoF8aHx1HXW4QtScjhJxR6vkwaXB5cC3E4vtvZ2QiQVYX4dWmMPyRcRuOD6668/tGzZsoLjr/mHxg/ehZWXl7f4SAfBXp9VtHiIrQnBU9FdVOrWwOgp3VWox7a/DA/WkC7bKT1uHkmWyK/LJ78uHwj0Ec+MymRexjxUs1RYz7bwq5dfweXy01JdxKI743D5jPglPw6PA40qsOJRKVToVXpMWhOh+lDMRjNRpihiQ2IRBIHqtmrKmstYsWcFFa0VSH20Gj2exgN1TI5QMy61W9pbEPuuL3n14Ylcfd9NnDLjE/6Xm1NJ8lFd9RbvPDZ3wHGuzsAKUBOaha9h84Bjg4xqPnvzbO74w0a2bm7kxdlzR+wTSsAtG/NoCFcy/9GzhnROVkwgLlLWNHBP86lXTWbVH14hbdRl/G8dBhLbdv+C0+7tnR4ty3KPXUhIUhhl+2rYsLueuaf0vQCQfE7sjVsDLXMFEY0pGU1wBkHxi1AZE0CW8Nrr8Dkb8blb8bnakLw2JL8DWfIiSz5kvwdRqefqC6O56iIt//z4KRrbbdz9j4P835P3YA4zBdop2Cpwth3A5+x7gXWUbfU+FMnduyGFqMAv+UGEzgwd0+sFbirtdmCok0Mo0vZp6BTAv/Ly8uzz5s1bNeCbfs/5QRuQ7Ozs2bIs93JbHcUviviamrp0qwDo8CJJ2q5MDW3IaNyd3VvVWUlqCmosqKOD+n3fRksjjZZG7NscNO+zo/XGEa3RMTrBhJSgZmLCRIwaIzq1DvUx23ef5MPldWFz27C6rJQ1l7Ht8DYaLY14fMOX3/HYPXTuOMwrj83ucVwQNchS73hGkFHNH25L4E+v38qkKa8P+/1Giq933c9d1yT3ypY5Hq+9FsnnQBuShX0QA3KUFx6bw3srSzjng8/5x2nzSTzJXiIVFgs/35RHwrlZTJ2bNvgJR8iKzsLqslLfWT/wQBEyFieyY+f9TD/lzyd1rSfD5u2/ZPxVcYFWscfhl/xolD1/YqnnT+CF1zcxKdPcZwyrB7KE21KO21LedUhQaFDpolBqw1FozWiCRiGqjIgKbY9FneR3I/td+L02Jox2IxLM4UYbTz37KeHGWs4+zUhs1OA76oNlFuqMGo4urUqbSsmMyqSgvuDIJcqE2LxgCCwu1QkJ+Bob8SUl0U+5r1qW5f/k5OSc/UOWg//BGpDs7OwZoih+CfT77RGOiOcRGYnCZMJvtZLKoSzKAAAgAElEQVSs0lFRZWVUciAuodCE4W/rLjZNjTMir2ukoUqJX3ah1iuRkXF1uhFRI3i1yG4jsjMYhWcmWclnc+ut4Tzx0J+491cX8v4Tj/Nmdi7m8zO+8QXlgbe38a+HZvY6Lip1fRoQgGnjwjnr1BI27nuGtMz7vtkL7AOrtRL8e7lw0ZwhjJZxd5agCx1e0eBVS9M5dWoUtzyQw2UJafw888T6afyjsIDlVeXMvHcBxoihGyIBgayYLIqbeidg9EXa3FRW5+Zgs9ViNA4omPCNsP/gM0RMdhOR2vduwuP3BBqoHUfaVdO47alt/OvxgXeSfSH73XhsVXhsfbv3jkWS4PV3ihnjiuKee/+PWx75kF8//givvtrCE8tXEaQrIjzYhlFnRa91oxDcRIRqEASBDpsfv6Qhv8GFal63mkSHs4MJ8d3xN2eNhXTdkWdCUBAIQiBNf2DtM50gCJ/n5OScuWDBgk3DvgnfA36QBiQ7O3uiKIqrOK53eXtLJ60dwciyF49HxHnIRyrgqahAN3kyzj170CqV2C0B15BSF4Hf3VNJ9cM1bkTPw0RzJIh4vOtdALSBfyaTgptuMrNiRQdYmrFv3cpFV1zFpBUreOatg/gWxRGU2H/XuJNh//Id/P6aLIJNvVd/osqA5O//i3/r5ekcLN1Ife14YuKG5pIZKXbuuJ3lTw29ANDVUYTOPBGVPhavY+jNpJLjgli9/DzuenQzl61fwxtz5hM0xCytDo+H6/Ny8CUaOeOJcwc/4ThiQ2IJ1gVT3Fg85HNm3TyFzS/fzJLTv12PSHXNKhyabUxY3H8yg8vrwqDuvU7TGDSELsjit8/v5Nl7etfBjAT5xW188UkdN4WkkXLJxdi3bEFpaeTTTzv4xS/CeeONs7HZzsTiB4sNOJJ9X3Rc1wK3pwHLzr8SOa3bfd3p7MRsNNNqa0XjllEf2RKrR43CuTdQfJ5fYEch+VGrJURRhUpnITG2h3fCIAjC5xs2bFg4d+7cr7+Rm/A/5AeXhbVx48YMURS/4pgKc9lVhdGVTZB/NzU1GezZk8nOnakctC3lNVsGEuBrbEQVF1jd+Y7k2OrMk3Aes/v4aK2LfZU3oVJHMxhJSWpuucXM+++3U1npIcjfinPvXvRTphCu1/NM6jjG5bbT8OnId8wsXHmAS6eGM31c3wotClUQktc+4Bwv/N8pNNc/i6WzfMBxI0lx8T+ZPl5BUuzQs9JcHYH7pw0bO8jIvvnrw7O5445xLF2/ivdLe2XV9OKd4mLOWvsl0VdNZOqtswcd3xdjYwPXWtQwdLmP4JhggkeJFJW8eULveSJ0dpZSVPV3Zt7cv/EAsLvtBOv6VoQ2p0XQHh3Gs8tGXjLq5bcPsX9FB/dFjyNMr0c3ZQqOvXsxSa1UVHj48MN2br01nISEwRcGWnU0htabadrZvbDaX7OfUxJPAQIuLABVfHxAdRl4zxbL19ZL2Lkzlb17M6muzmB38wFyanOo6uixcwqWJGn1hg0bvlv6OiPAD8qA5OXlpfj9/hygS0pTcFeTrN1ATJiE4K2iosKD2awk+UiwrM54Ba90puCuq0OdmIhPkhCVMtqQTDyWw4CMxyfx0ocSeyvuQqVO7efdAygUAuecE8ySJUG8/HILDQ1erNZKMjUOZL8fd3ExugmBH+TPE0fxoCqetle/pqNw4ADfUCldW8isSCVXnjlAEx5NCJJ34H7nAO88PYOD+27CO4ixGQlcrjZqqpbx7L2Th3Wex1aJ5HOiCzvxLKU502JZ++755PnruGjtapocvRWSGxwOzl3zJe+5G1j09HlEjx18EdEf4+PGY3fbqW6vHtZ5M6+bSnH5G3g837ySuMdjY+uu25h/pChwIKwuKyH6Prs+A5AwO5UDbpHX/jMy+lhb9zTxyGN7ON+ewJUxge+5fuJE3IWFIEkkKl04HXXU1Xl59dUWzjoriLPOCho0pmbQpmJq+zW1ORKST0JGpqK1gvTIdNyChASo4+JwNzSwvDOCYuNNACQnB5S1Kyo8NDrL8Rv95HXmHW9EIiRJ+mrTpk2JI3ITviP8YAzI2rVrg2VZ/gyIPXrM0dFCvL4AlSYUr70GSQpkTFRXe2ht9TN5so7YWA3NwdfwQls8PouFUiTSM6NQGRJwW0rZdsDBM+8k0ux8ZMCdhyDA5Ml6fv3rCBoavLz2WkuXZEdH/UoujA/sBmwbN2JasKDrvCSDkb+PnsLkbVYqlu3F4zrxXjWlawsZo/By5xUD+/QVmrAhSUsY9Wpe+P14dmy9DIbgqz8Ztmy+gb/9buLgA49HlnB3FqENHt1vdtlQUCpEXn1iHg/eN5krN67lj1/v6nrt4d07uTBvLck3TGXmHXMRB3sSDYBaqSYzKpPChsIhZdH1QITpN0wkd9O1J/z+Q0Mid+NVzLptHErt4F7uDmcHZoN5wDEpZ45hQ72Hf34ydLfd8dgcHh57fg9Vq+08kjSZeMMx/XcWLuxqJHZBYiyWmveBgJTOa6+10NLi4847I5k0SYcwgP6GThNLnPAIzWsSaC9zUNxYTLI5maCkCEokPz6rlTfbQjkc/EtiYzVMnqyjpcVHdfWR360gUdNeQ5ghjEPeQ9S0tBw7fbzP5/syJyenf2v7PeMHYUB27dqlUqvVHwM9lqGF5Wm8umIWm3Yr8fkl7O7uPhdWq589ewLaT7NmmYidcztPb+rAOSqJmLSz+PLzz3jxIzOfbbkNn+Im+rtVRqPIwoUm7rgjkrAwBS+80Nyrx0cYDSiPPHS89fWBpkYRPd1L1yWn8mLsGLxvHKTy8+G7tUpWFzBO6eV3NwysnQSg1EXic/fuktcXmcmh3HVtDDu2XTfsaxoqhYdeYupYmclZJ1af4WwvQFCo0YYM3lBqMKZNiGL9e0tRZorM/WwFM1eu4GCCkiVPLyU8fVDR5kHJis5CpVB1ZfcMl6iMKAzxXg4V/eOkr6U/8jb9nKwLogmO6T/T8FjaHe1EGAe/N2nnjyen1s3L/x7+9/vV5Yd47omD3GMay+WxPfvcKKOiEFQqvA0BFQm1KBIu1/YYs3OngxdfbCYiQskdd0SyYIEJo7G/x59IlP5m1CW/pDk3hI9WfsY508+lNSmeF7fUETL3PmYekR3as8fZo28NLhOSJNFQ4qFx80Saq3tl5o0RBOGT/Pz8b0cW4Rvme19IKMuyUFJS8iZw4bHHvV6JjRuDMJhGsbd4MlsOxNHY0oRCcGKzdyITjCgqsVolqqtdNDQcIG5MELkFW6ltjqXVcz1uaS4IwRztbqrTiURGKklP1zJrloE5c4ykpWkoKXHzxRedlJd7einW2u11ZDm/ZHLoMX59UUQ7Zgyugp4PEbVCweLIGJKsAtlrD2BHwhQ/cLdBgPz/7GF2pJrf/GzwOIAgKglLvRxrXQ4+Z+Og4wEykoNoamlg577dREWfMaRzhorFUkFx4WN88NyJxRMgkLFjiluI5LPjbDswItc1Z1oMnU43LdGhTLx4eG61gVgyZgkp4Sm8t+M97J4Tcw0mTo5n6yf/IS5qyaDdKIfLzt2/I2RcG2nzk4d8TrAumPkZ8/niwBeDZpWFZUZxsKCZg1/XMu+Uwd2AK9dW8s83izlXTOTyuFGoFb0fWcHnnosrPx9PVbfLqKKjkUbdLJTHFMVKEpSXe9ixw45eL3L66SZmzDCQmKhGpxMRRfD56NIAMxnCiA87jSTDbGqLi9hSsIuwcWdQeKiN+rogrNbAOJ/Phd19CFlTjNtiQaw8E1XLUqJCUqit9TJ6tB1R7LHtSXY4HPHLli1bOegN+I7zvc/CysvLewTotacvK1Pgdhs4+n3zyRmMHfUFC09ZB0BBmR2nR4/d6UencTI2I4yYtLNY83462zfvxDj1TNLTNQQHBwToBEHA45Gw2SSamnzk5Fhpbx+8Wra16h2uzezZ3cyxYwcxjz1G56efIvt66wFNNpt53Wzmo6LDrNy+lZAzkgkf20cKpQS7/7mZ6xfEc/HpSYPfLECpiwJBHLLxOMrd12dR8cROSopfIj3j9mGd2z8SWzZdzwfPTz+pWbz2WvzudnTmiVDy7ghdG4iiMKC7Y7gICEyIn0Czrblf1YChXRjMu2MWOX/9GeedlTf4+CFScOgl/MEFjDl3eDL4jZZGlAolEaYIGi2Df69SFmdRta2cX/xpCy8/eGqfsYkN2+tZ8VkF8/Ux/Dmj/++HoFSinzqVuk97ik5eOyqeO4r+gTbr973OkWXIz3eRnx8ImIeGKkhIUJOVpcVkUhxptyBjs0l0dPipq4OW3QUsmp5O6HlqmvZ8SmPFMkSfBoVGgaxyEhQX8G7IxaFo6gKOEKUSXC4DpaUCo3tvjm/IyckpX7BgweOD3rDvMN9rA3JEc6b3NwQID3cjy34URwr1NIoNzJ/c7fcfk3p0ZaJEGzIVlSGBdSvfYZI0hVOnRvHU5oeoiHsIUTyZWyQRI1ehFHt2K5ScTtwlJegmT8axc2e/Z1+alMKlSSm8vKmQjWsPE7ZoFBFHgrf2Njv5/9rBU7+YwIT0gf3Px6I2xCPLfnzO5sEHH8fffjeNy+/+mJrqJOIThp++ejybNt3CjZfEkRw3NFfJQDjbDmCMmYvKEIfXXjv4CUNAHlKVxtBJDEvEbDCTU5Rz0nMFxwQzal40G7fcwpxTXzvp+SoqV9Jg/YyF9w1fuLHR2ogkSySEJgzJgADEzRxFe3Qwl92fw4v3zyA6PPAA3rSzng8/OcwEZRh/zRj8WvSnnIKrqAjZ3VMsUimKxMgVBELfA3vq29v9tLf3LYUjST7E2ud5fE4k7X4/j694l/PPu5jK2Mpj0rC7XeO6tHYctZvRC7NRKARk2UdEhAfo7bESBOGx3Nzcyvnz5y8f9IN+R/nexkCys7PnAW/RjyR9eLgajaYDpVLA76vj3FO39FrpKLURBMUvRpZ8WGvX0V7sw9BpQRsXx91xErqqR5FOUDEUoLL4NW5L6rvAzL5lC6b584c0z22Zo3l/0qlkbGil8PnN7Ht/F/UrvubjP80ZlvEAUJuS8DkakIegNdQX7z83l+qKp2hq2nFC5x+lpHg5EUGV3Hxp+knNc5Sjrit9+JQRmQ9AlhjR3IHJiQFX2P7a/SMy39izs3Criikte/+k5mls3Mah8udZ+NsTU/31+X00WhpJDBteglFospnRN83hl3/ZzSMv7eb2BzZzYGUbf888lZtShxbPMs6bh31z3yoE1yWGUV964rEiSfIhV/2Zh+JsaOLiCLHaiKlysfbQWiRZYlHWIsKNx8XtRFBkbMLjq0ehENDpOjGb+w13CMAbeXl5C0/4Iv/HfC8NyIYNG8aIovgp/UiUHCUpSaChvpIzp3/I+FGB7aogKtGFjQusVvUxWGrW4raUsedAB+Pa9fitVhQhIShFkXsTBZQVvz9BIyJh9uwnzqDv81VnQQGqmJhewfSBuDNrLB9MmU1YtZ1//XEOuiFkyByP2jRqSNW9/SGK8MmL88nffyednQPrOPVHe3shlYdfYvkzI9fsydWejyz7R9aAjHDm2ZTEKfj8Pg7VHxqxORf+Zi75xX+hvf3Esps6OkrYsee3LPq/OSf1NKhur2ZUeP+p4/2h1CqZeMscDh2w8VLWbH6ZPvR6HmVkJMrISFyFfQflk4wGzM5dBNTKhock+fBWPMHDiU6UoogyNBTJauU8twFHWTulTaWsO7SO2JBY5qbPZVzsuC49ME2cEynl39Q11JAwsCAzBCRPPsrOzs4c9kV+B/jeGZBNmzaZJEn6D4FOYP0iyzIG3V4uX5zLGfMS0ZknoY84BZ15Eh5bFbb6DTjb9nO0zqNhp5tYrR7Z40HUHVGtFUV+l6yCst8hScNLr60o/Cu/HTVAQZwkBVrennbasOYFMKpOMIHjiGid23r4xM4/gl6r5N9/mcOObT/D4RieL9/jsbFl0w28/9xpKBUj9/WTfE7cncWoTUkotcPblfWHLAW+RyNBhCmChNAEChsLcftGrjeHKIos/M0ccjddg8/Xu35lIByOBjZsvoEzHpyNUn1y3uzDLYcZFTGqR0uD4WA6ge+0ce5c7Nu29ep5fiy/GhVGXeHzw5pXkjy4yh7jj8m+ruxJQa1G9vlI1RlIL3IjSYE6kf01+9lQsoGq9iomJUzilKRTmJQwielzE4mYvh6Fdt9QvkNhoih+tnbt2pHNiPgW+F4ZEFmWBZ/PtwzoVejgdPppbHQfybKQ2bo1hA6FhfXleykv2YGzdS+O5t04mnfh91h6nPv5inqWKLoD3cIxmR5KUeShVC3+kgeGbEQcjkbSpEKi9b31gY7FvnUrhtNOY9AKp+OQ/MNfUQFoTMkICg0ey4ntHI4lOlzPW3+azqYNF+I57n72j0z2ugt48jfjSYg5ORHDvnC27AUE9OGnjMh8EoyYC+toRfO+mn0jM+ExmCJNTL16HKvXnT/kczyeDtZmX8K8u6d1NYY6Gcqay9CpdMN2Yx1FHO53WhQxnnoq9q0DtyKPNRhIlg7gdg0t5idJHmwlj/J4Kl3GA3o+E27UR0Nez86KFqeFXZW72F25m73Ve/m6cBdi216SQlvZujWEHTtkyss9NDS4cDr7dB9nqNXqt2VZ/l51if1eGZDc3Nz/Ay46/rjb7WfNmmC+/DKTDRsy8HpH09ERQWFHEaZxU3npsMSy7Z00W3qv/NauaWJOp7nrRohaLZKnp6FQiyIPpxtxF907JCPSVPQUvxsTO+g4T1UVstOJbswwFQ78J/ZU04ZkBUTqrJUndP7xZKSE8tcHJ5Cz/hx8vgFF5QDIzbmaK88J54xZg9+bE8HRGtAn0kcMXj09JEZo9wEwLXkaMjJ7qvaM2JzHkjAlgYSZIeTk/WzQsT6fky/XLGXWLyYSHDsyi97DrYfx+r2Mjj6BWhwJRGl491o3bhx+mw1v7eAJE/eNTqL10CODX4bkobPo9zyVrujSvTqK7PMhaAIecxH4hScU187eu2+P1U1QjYUrgn3cdsZ0NJ5COjsj8HhGs2FDBqtXj2bNmiDc7t5GRJblpXl5efcOeqHfIb43BiQnJ+cMQRAeOf54dbWfVavM2O0RjBqlITNTS02Nl8NVB1DF2NGr9agjjVREB/P8QTevbmijpDaQf792TROjK41EqLsF1BRHfJ3HoxZF/pgZjL3gbvz+/l0QNeVv8/M4acg31r5tW2AXMgzUggKbY/gV69qw8bg6S044gN4X0ydE8eivMshed9aAxnXnzgcYO6qTO689+WK//vA5m/Daa9EEpaHQnLxIpSwzIjsQs9FMSngKVW1VtNq/ua6IEy8YhzKiiR27H+x3jCR5WLX6bE75WQaRaSdfGHkUn99HaXNpl87XcHDZXOiVw3OhGefMCbivhoBSFLk6BhrLl/U7xu9301rwIH/O1PQyHkBXbPQosRodN7cacB8xIs5mG8bydi7QeLhndhDjEgPS85mJbupr9lNf7yUzU0tKihq7PZJVq8Koru4ztvpkdnb2kiF9sO8A3wsDsn79+iRBEN7nuMLH2s46StprCAmJPKJF46aoyIXTKSEGFaNQixTUFzA+LlCdrYkLoiEpjNdrJB5+6zCTKoNIUPcMcquiovD1lB/oQi2KPJEVhiX/zj6NSGf7QdI8m5kbOfSHl337dvSTJyPq+w6294VeqaCtc3h+dFGpQxOchqt95JukLT4tgd9cn8j6tWf3mXCQn/83NMJ2XvrDN6PIeiyOlt0gCBgiTv69ZHlkYiDTkqYhIPB11TcvxjrntlNpd28i/9CLvV6TJB9frD6H8RcnEz9p5GXhC+oKGB01uldvkMFwWp2YlEOXoRENBnQTJ+LYvn3I58yLjmCUKwdrZ+8EBr/fTXP+fTyfpe/TeAD4mptRRfcsfEzVGrizPQhFzmGuDYffLghlenog7qkzT8TZno9BpyQ1bi92u0RRkYvKSg9hYUpCQ6NwdHTgdzYc/1aiKIrv5eXlpRz/wneR77wBycnJ0SqVyo+BXjoX+R0H8SUWUeJ8lbo6e1cVuNfXihwfSOu0uW2E6ns+0PXRJtwmQ4+dx1HUKSndzaX6QKNQ8MzYCDoO/KqHEfF67TjLn+eB0cNzz/iam/FUVaGfPvRiOr1CicU2vB2ILmwCgqAYsUrt47l4SQq3XBpF9rpzODbrpaRkOe3N/+Y/f5v3jbzv8TiaAw9pfeSMk55LkuURMSAzUgLXsrty90nPNRSWPHA65bXLKS374JijEl9+dQ6ZZ0aTMmtoRafD5UDtAZQKZdeCbaj4nD504tBFMQwzZuCpqMA3zB73945JwV36px7JBj6fi4YDv+VvY4PQ9FHlfhRvTQ3q5ORex6PVWmYlGhmb3DOmp1QHdyleT04rRPK3AYFq+Lo6Byrvcs6d/jUGKb+vtwuTZXnFli1bTj449Q3znTcggiC8LMtyr6jovsZ91El1KP6fvPeOj6M817+/M9ubeu+yre7eq2zZxrjQbAymBkIJISHtQE6AFEICCTkJhCSEEAKcgMEYCMbGuOEiS+4VF7lJsixZva7K9jLz/rG2itVWsmw4v/f6fITR7szszGrmuZ77fu77ukQF6syLOCLfxCv58vAO/Wb0CR0z4eqWauJDutbT2YWe0zjKsDC85r51ojQKBX8cGUnD8ccv5f4lyo79F6+OGVxu33rwIMbp0/3eXimK2OwDKy3Wh0/E42jAba0Y6On5jQeWpnD/LcFs27oYkCgt/YyLF15j47/mD7ROYNBwWcrw2OvQBCSj1EX0v0MfGAryiAqMIik0iZqWGiqbh6bBsV+IsOTXN1JQ+CdKy9YBEhs2LWHY3DBS5/atJn01uNh0EbPNzMTEga1BuZ3uXmf+PcEwYwbWAUQfnfGnMUlUffUEIOHxOKg68RNeGxXUJ3kAeBobUUVG9vweXc3Z1KZEXJ2aWUeniIyI/g8AXq+DrMQPuHf+GQRRQbj2InJbj31BY10u17UTPBsifKMJZOfOnY8C3+7pvfOW8+jUOtwe3x9Pn9WAPfzvNDu/QDeuq2x0YW0hmVFdF6q9V4pWAaLRiGTvuSP1SmiVSv48OobaY49x9uATvDIyGO0A87iXYTt0CM3w4X73hCgFAafL/3UMUaFFFzIaW8O1T6E8tiKdFQsDWLd2BoVnfs/Wt29Arby+t5mt/jAgYIjo7sY4EMiyfNVrIFOTfedwqKx3xYFrAVEpctPzC/mq4Dd8+tlMkrIDybhxaJo2e4OMzJGyI4yNHzugNJYkSYh+1h6poqLQJCVhO3y4/417gFap5PdZYZQceozyYz/g9dGh/ZJH+3k6HIiG7sZZstD1JtEGZeBsKe7y2m3ZFzEoPiUr4V1WzC317Se5Uaq0mMReqyLvz83NfdCvk/ua8I0lkNzc3BFArwXcgiAQGxxLTWunHKKswuWt58qnXkZGFMUuNepSD7NLw+TJ2I74n2ZQK5UgyXhcZoyqwdfRe5ubcRQVYZjmX2PdQGfGurDxCAo1trrrM4glxhhwOlsxGUTUV9lfMBhY631d8obIq29UvJpmQgGBacN853Cw9Oo69wcDpVqJUqvE5WrFEHF9siEHSw+iUWoYnzCAhk5vL3ISPcAwdSqOc+fwtvRvR9AbTGo1bqcZo9zme4b9hP3oUQw9pJo7P4+CcJmMut43oigginWEBXSsr7pttaiN8X0W+wmC8NquXbtS/T7J64xvJIEcPnxYJQjCB0CPzQKyLOMVvLi9vujDZZax7MlCW/coEfpv07IrHa+7a4RRVFdERnRH+4hwZSmsIKAbORLHGf+6hG0eDw8dukjIqJdJn/o2jxyuwNaDMKK/sB065DeBuCUZhb9TNsAYPQuPvQ7nEPR/9IdVXxTzwj8KWXb7IQJD72LhI5vwDrLseLBwtZXhttWg0kehCRh4d/RlSFdZhTU8YjgRpgiqmquoMF+71GFPkCSJL57bRHLUPdy+dD9ffXiO87uvvbtkcV0x9ZZ6Zo4YQGWh4Lun+99OwDBtWp/6cf3B5vHwvcMlDJ/6HsasV/ne4WK/n1v76dPoRo3iSoVNqVMyQBucibOlq7Ol3eHhrXUJtLkfJ7/gh7y/JYG6Ji8gI0seVKKnr0mhwev1fnD48OHBm91cQ3wjCaStre23QDvV21127K6O1FJNaw3hgRGcOVSP49AYpMMPYnTfgVLpm2WFqu+lYVs8Uqc0VUl9CakRHUSukrreBPqxY7GfOuVX7f9JcyuPHW8hfvw/0OnCUSr1DJv4Ot8+dBGLa3CGULYjR1BFRqJO7r/4wil5Uav9C7tV+ii0QWlYavdyrU2h/v7Baf66soIbF+1AqdSTmfVjgsPvY8HDm3B5Btf8OFjY6nw5ckPUwDv9L+Nql0CmD/Otax0oHVy+frCQPBLrf7GJ5JhvMTLrR6jVRm5evIOCtaWc3jT0FsqdISOz9/xeMqIyCDf5l5IVlSKuHlLKV0KTnIwyLGxAWYLOsLhcPHaomLiJb6FU6tHpowgb+xY/OF7PuRY/mmElCcfZs+2Oopfh7fTIawJTcLZ2ELXbK/HGmgianY8CICpMFNc8xD/X389/diaz/9BFTIERXdSxPW47XneXVPpEi8XSo2js141vHIHs3LlzliAITwF4vC7Omc+xvnI9q8tX858L/2F/434uFp3GdXQB0S3PoLUuRavqPuhG6h6menNH9ZUkS6gUHSSudXcQiKBQYJwzB0te/9LYb5fU8EptHMMn/A2FoiPPq1TqGT5h8CTibW7GWVyMYWr/eXub14NB59+ExBiTA7KMtXrXgM9pIPjFX47w4UYLCxfv6PK9ZGT+gMiYR5n/4EYcjsFHaAOFtc7XI2CImDx4p8KrqMJSK9RMSZ6CjMy+kr67pYcSHoeHdc9uICX+EbIyOmT3lUotNy/ewYU8M4dXXdu1sN3FuwHISc3pZ0sfVFoVFj+iAMPUqTiKivC2+qt80IHL5BE/wUcel6FUaqW9qUsAACAASURBVImf8E9ergrj/Qv9R4ltO3dimju3i3qE19lpLBGVdJ6ovfaRhhb3D7sdx0sqBWUPkH/uef534zwOnTpLGPsJtn1CIquJktejdhfh6ZC9+Xlubu6cgV73tcY3ikAuWT2uBBSyJBEkHaXRdgq9SU90cDT6AD3V5Se4e5YarTufoCAFEyfqiYvraYAQidI8TuXWDo2dRmsjkQG+SgpjpzE+YOFCLPn5PXpzXEaNzc73jlVxzHg/ien/1eM2arWRlElv8MCBEloHQSK2w4cxTJrULUS+Ela3hyBT/9pBokKLMWoW9sbjeJxNAz4ff/Gtn+Wx70Qg8xdspKdbKjXtURKSfkTOAxtobhu8Ze9A4LbV4Gq7gKg0DFpgUW7/z8AxIXECerWe83XnqW8buHT+YOCwOFj37AZGpT5FZsZj3d4XRSVLFm6hpdBI7qvXbkLRYGngZOVJslOy/VpMV+vVWDzuvjcSRfSTJw8qfdXqcvHogUISJ72DWt2zhE5MxrMc0t/Hfx0rpb6PQhrZ5cK6dy8BCxa0vybZfTeJSh+Dx97Rnf7GfzyYnT03lsfHq5k4UU9goIKihmN4UgUKzp8gNMSAPiCaQJMej+MkR5uPXZ7EiIIgvLdr166r75AdQnyjCEQQhH8AiQB6z3GiDHVMUbdQ31JHTWsNzopKvjVCRK1WkT22gLILZRw+bEMQBLKzjYwe3dXvWKHQEiY9SvUu3x+4uK6YtEif6GWgzRcyqxMTUcXG9hoWS8AfzlbxdGkIEWPfIDSib+c8tdpI2pQ3eWB/8YBJxHbkCIqgILSpfa+ZtbldhAb3vyhqjJmNqNTRWrltQOfhLxwODzc8tIlWx0xmZb/f57YjUu4nLeNX3PDgBmoaBib6N1hYan0zf2N09qD2v5pGwuwU32fuLdk7qP0HCmujlfU/38T40b9mxIi7+9x23pxVGDyT+eKXm/C6h06VoDO2nd2GQWNgVsqsfrfVBelo6edZ0aaloQgIwHZ0YNFTq8vFI/vPkDyld/K4jODIOZjGvM3PLxh49Wxprxq+1gMHUCclob4ktSu1+O4RbVBa+zrjqk12Kpp/iCh2TPQEAcaM0ZGd7TuPw4dtFBaXIQw/glqj4UuXyJ6zlbhtNdgsdXxe00KtXMexhmOXDxHv9Xq/UaW93xgCuVSudheALEkEaMx4PVaGhwlE1NkY7/LweIaCUIMSBJHEKJFh0ZsBKC93kZ9voabGzY03BjBnjgmdzndpGk04hpYV1H/lptxcTkJIArZGKykuBQqTiaDly2l6v/vgJwGvFVbxyEkPjQm/JSnzZ/j7danVAWRMfYv79xbSPAAS8TQ24iorQz+l7yY4tyyhVvV9LoKoJCDuRlyW8mvSfX7+YgvZ928gOu4njB3/W7/2SUpeypjxr7Dokc0UlTUP+TldCVvtfmTJgzYoA6V2ELIdg4w+IgMiSYtKw+P1XJfqK3O5mQ2/3sL0ya+SnHSrX/tMnvh7UhOeYO3PvqClZvAVTb2hoLKAyuZKFmYuRNFPk6Bap8bu7ZvIDJMn4ywp6bdHqzOaXS4e2neKEVPfRa32z7RMEBTEZP6K6oTf8cRJC28WXeyRSJpWriTozjsRjUaCrSK1DTZUxnhc1ko27W7jRNkDKFW+PiSdTmTOHBMLFgRQVeUmP99CeblvXPAYd6ONkBEFEUmnZKNbwaozHjactNGgErC6rDTLzZ3Xc+/Iy8u71+8v4RrjG0EgeXl58YIg/OXy7w63lU8qLPz1rIvfFLhRBei4JUWJViUiKNTIl+QyRiUV4/F06FbV1XnYvLmVo0dt5OQYWbYsiJgYFQHGTLgwh8bzFtQKNdbj9SxOGk7oI49g/uADJFvHjLjSauP5MzU8ckrgYtzzJIx6Ab2+5waivqBWB5A1/S3u33NmQCRiO3oU/YQJfSr0+qPXaYyahUITTGv5Jr8/21+s+bKEO36cz5Rp7zFs+F0D2jcubh7TZvwvy3+wgwMnusk4DCm87jbsTcdBEAYVhQy2DyQ7JRsBga/Kv8LqHJzvub+oOl3Fl3/YQU72e8TG+rfmcBmpKfeTPe1/2fr7PC7suzqJ/yshI7OpYBOhxlBmDO/f794r9PFFiyK6CRMGFH00u1w8tOckqdPe85s8OkOnjyFi1J8ojvkNT5xy89KZi1R3GickqxXzhx8S9sgj3JAwnB35dQiiiqOnmsk7MR+tLpPYWBXLlgUxZ46Ro0dtbNnSSn19R5rc5W5BjvJ1onslLyqFCkElUqhXEhai426tixsUDiarWpGkjrSaLMt/3759+9Br0QwC3wgCkWX5NaD9r6zTmKjzuBBCQpFMKqqdHQOwNjAVV5uvymFcuooAzdZux2tt9bJxYysbNrSQnq7lwQdDWXzjrVgOj6ClqYUYl5aw736X5jVrcNfUUGqx8vK5Gn5yzsuvakfiTXuNhKzn0Ot78CEfANTqIEbN+F/u3X0Ks6N/tVrwEYgiIABtWu/+Mv0RiCCqCUy8Gbe9Fmvd0FYA/ejFffzxnUoWLsojNHRgkhWXERExgbnzP+PRX+xj7fahHbiuhKXG51ZnjJ7ZqUbfP0iDMLVVKpTMGuFL2+wqvraFC8V7zrP79QMsvOFzwsMH5mN+GeHhY7llyU4KPitnz7/8Eyf0F/tK9lHfVs8to29Bqei736KvJXRdZiYKkwm7nwRidjh4cPcJ0mesRK2+OrVhvSGOiKwXsaW9ya+rU3i20MrfCsspt1hwV1XRvHYtEd/9LlKblrr6Jj7ankx2zu08+GAoqalavviihU2bWmlt7R5h2bx7MV6q/ylpKCEloqPRM0x0kRapZkpiGMlGD0pllwbGQIVC8cZVXdgQ4Wv3RL/ka97FyEDyerHbbeiNegwaA42iHavdjUGnQhA17RGI0y0R7thHk8VJg9eIVQrEGDSm/aZxOmV27GhDEGDsWB0v/PJZ/vHGD9Fpo/jls/9DbauSZjkAl3oMUSk3EygqGWpHF7U6iFHT/809u7/FqplZBGu76291hruyEk9dHfpJk3rtSZH6mq0Bprj5KDTBmM+8ecmX9epR02BjxY93EBA8lxsX/c9VHy8wcDiLFm/j139dSEW1jSfuG7iKqz+wNx7H62pGoQ5CFzYeW73/i7CDUeOdmDgRk9ZEk7WJU1U96hwNCU6sO0nh9jJuuWkH2qs00FKrA7h58Q72HXiSdc9s4Iaf5aAP8l/cszdIssTnJz7n4RkPMzdtLl+e/rLXbb19TGX1EyfirqrCXdN/xNrocPDtPSfImrkKtbpPz7kBQRSVRA/3leLWSx5+V/4phppiQktOE3r4FE1hUbz453X86Km/cuCAlXffbexWBu5ytWAxH8OobCVMYUFQnsDrUSEqRdxeN1qVb2xwW1yExwmIKiMIIh6nFUn0InbtmL8pNzd3eU5Ozn+G7CIHga+VQLZt2xYK/BlA9tow1pzBUNiKVFXFHI2b7WNqSIlNw2w202Z1Exo9GmeLz7qzocnJiS0Wvq0KhWCfdInT6+VI0xoq3UqcghpJ9FWAOD1uasvs7DkTh8dmIXBYJnc+8VP27bNy7Jj9mje6abXBjJn5Hnftuo9Vs0YR2g+J2I4exTB1Kk0rV/bYjCArej9fUWUkMGEJbmsF1tqhmVF+sL6Il985w8RJrxATO2dIjgmg04Vz0y17+PfaG7hQ2cbLP7s66ZEeIUtYqncTmHgTpti5AyIQGHgn+tw0n731ruJdSENE3ldiz7/2U3/WxtJb93Qpmb5aTJvyMhUV29nw3FOMvT2LlOwRV33Mvef3sihrETePvpk9xXuwunpO6bl7W7IWRXTjx2Pd1X801+hw8MDuY4yc+SEazdCRR/dTUhKZuAKFQmDUOB1Tpxr49JM/crHsLHvffZbGokpiFDo0lxSGRcmJRnYSp/YyPszUSTpFw1v5jVyYaEQVoKG43lfkc7zxKEaNBpU+mpbaczTuk4moW40YE8O5uAC0SZnoVDoEQfjbrl27ts+aNcv/haGh/i6+rg8GUCqVrwCRgreZeMVWRPEcxsZGgiMjme0xsOCgl9YmMzqnhqjISARRgdfdxpEjLVR94WKuq+vMS6NQMD08iDtijNwXreZbkTLfipT5wbyR/PyPz3LbiHgMUUqUcW5eeGklkZFKnnkmkjvvDCY6+to2emq1wYyb9R535R+noR+9Lfvx4yiCgtCM6P4AuyQJUdF7Diso+XZEpR7z+Y+42sZBm8PDsh9s442P21h80+4hJY/LUCq13HRzHgcLdCx7Yit+9JMNGJaafJBltEHpqAz+p45laWBrIAkhCaREpCDJ0rVJX0mw6bdbsJTque3mnUNKHpcRFzePW5fsoniTmS2/347HdXW9O5Is8fGRjzFqjNw6tvcFfo8I3h4mS9q0NBQmE7Zjx3rYqwP1djv35x9l5MxVaLXXttI1JkbFihXBPPNMJOHhSn7/+/eZkCEzLgGWpSfzi/95hidyMtvHn/ui1dwRY2JaWHfRxkfEUOYedOI910KrvRW1Uk1weBg1rRpazY1UbfMyvNFASFQUxsZGTrScY0v9FpodzQBRXq/36tMBV4GvjUDy8vLmAvcD6KoL8Lra8HgdSBYL7ooKFCEh5CRnMe5wG4maCERTKru37OXAxy1kHjcwWu7DbxwQVCoMU6YQ9thjqBMSaPjnP3l102fEzk9l0oyJ1LGGNZ+d58UXaygsdHD33cE8+2wUs2cb2yu4hhpabSgTsldyV/7xPmvNHYWFSFYr+ondVU0LGhqIjuw5vaA2JWGKzsbeeBx7U8FVneuaL0uYec8X6AMfY978z7s0Xw09RObN/wy7dzKz7l07YKn6/uCx12M3+9JJptj5fu830BTWvPR5gE/WvNEytMZRLquLT3+6liD1dG68YQ3X8tFVq40sunEDiSEP8dlPv7jqBfbjFccpqCpgXvq8bqrYl6EJ0nG2qXuvkn78eCSLBef53mV46mw27s8/wujsD9FqQ67qXHvD5UqqZ5+NYsWKYM6edfDiizWsWVNMuG498+dM4M5lqbyz6T80vPkmmmHDCHvsMfSTJyP0o7c1TxnAzyoMpOe3UrB9D1kxWdQ5QinbbiUjNAtFcDCu8nIki4VWrwO700ptRbstw8O5ubn+39RDjIGtKg4RDh8+rHe5XJuAENntJjr/BK4jFmpaJVwRIs0KmUZnC3XWegzRIRRW2TGddzNZl0asQ4nC2X2AEXU6VHFx6CdMwDhjBrqsLNyVlbRu3oyzuJgCcyN5SQJByeGkR6ZTpSvl7N4tRAQuoqbGw759Vs6edZCVpeO++0JITtbgdMo0NHiG0tkUpVJPeOyN/CXv7yyKCcWg6iHykWXUCQnosrJo29q1SGBDWRmhWVomjrpCqlwQiRj5Q0SVibqCvyJ5Blf909jsYMWPd7DzkMC8+Z8TPgS+Gv4iLm4hLpfMH/+5krlTYgjzo9fFX8heJ4aIKaj1MbRV5yJL/TSuAdv3VVDlhvgxPQ96nWHSmnhoxkMoRAWrD62mtrW23338RWNZIxt+vZmR6T9k/Nje3QaHGmFh4xievIJDX66keN9p4ifEohykOOaFxgvkpOaQHJbM7uLd3VKD5poWAmudjAnrZPsjCIQ88ACO06d7Vd+9TB5jZ69Gp+tmGXRVEEXIytKxdGkQy5YF0dTkYc2aZnbsaKO21heZNVQ/xx9+HIQ+fCKu1nNUtTQglbsxlVdg++orlKGhmObORTdmDMqwMJ+6gdPZrWlZrVAwNiSGG6NHYj1bzf4KCzq9jpKqUiqdbZTpBM4GCOjNEsvOS2S2QktKCoIoCoIgTPvOd77z1ttvv339pB4u4WtZA7FYLC8AwwBkmw0FYJBEAuIFfF40AqBAEzCMFptMwEUvG/ecIL0uGnViItqMDASVCkQRQaVCUKmQnU48jY3YT56kbfv2bp/5vq2WwMlpuDwudGodiBAzR+T8rjcYHvddAOrrPXzyiZnPPmtm3DgdixYF8NBDoRw4YGXvXmt77fbVQqcLZ2L2+6zIu5ePZo8jogc3Qvvx4ximTEGdmIirrMPD/GRLE98a3b3RMCB+IWpTEs0XPuuiqzMQvPCPr1iztZzRo59jQrJ//QRDjYzMxwkISGPZD57gpScncfPcoTFmszUew+NoRKkNxRg9m9aLG/3b0c/Jw5zUOagVauot9Zyo7NHfYVA4v+c8B98/yuxZbxAT039T3lBDqw1m8Y0bKbmwhi9+/gLDZyYw7o6BV3zVtNSwsWAjt4y5hRsybmDL6S1d3g8ZEcZXp8t8KYlLUCcmogwJofn48Z6PabNxf94hxs/5GJ1u6Ox5ExPVTJtmYPJkA1VVbnbubOOttxq7rZVWlP+LH9/ly7mKSh2y18XiG+P4++lzpBEEkoT9+HHsl85fGRGBOj4ebWoqgkaD7HYju90gSchuN576epxFRTSrq7lx3ij2elXIqiBKGjq0tYaXiYS2CiAIyFYrQkAAQIrb7f4VcP1mF5dw3QkkLy9vnCzL7eIwYmAglqAgGoVG4rNEBEGB2pSIoNDislxk4+FajGOzOTMxgHfyq3jwrH9+HZ3xl/JihFt9LmyS1KGJFZIYRN3JA1isCzEaktq393hkDh2yceiQjfBwJTNnGvnxj8Ox22X277eyf7+VhoarI3u9PoJJsz/gzry7WT17AlFXkIj95EmQJPTjxnUhkHKrhTHpXWdaKkMsQUlLcVsraC33c2DshK17yvnFX44SHDKTm27+FFH8eovzYuPmcuPCjTz759s4draJX36vm5/YwCFLWKpyCRq2nIDY+bSVb+nXG97fyFOpULanr3ae2zkkRlQAhz44zIW9ldy8ZDNGY/9R0LXEsORlJCXezJ79P2LNk58z+VvjiRsTN6BjrD+5nolJE1k2fhknK09S1VLV/l5kSiQnLF3dMvXjxvkG4YLu6dgam417dx5kwhCRR3i4kqlTDUydakCjEdi928rvflfT63Pe1lZCWtxhRqb4Sv0FUQWX7qc7v5XIv988z4MxXc27PHV1eOrquh2rM/KEJmYtD8EYEcHGL/JxJkWSGZ2Jw+2gtLGU8/ESB+pkMoOCEAM6+ltkWX4qNzf3g5ycnKvLXQ8Q130NRJblV+mUOvM6HJwyGIi9LRptQDwqQxyutjIc5tN8VVTPCaUKURARRZGiMTp2uAbWNft5XRUXJwahCbhU+STQxRck/aZEiqp/1+v+9fUePvusmaeeqmT1ajNxcSpefDGGn/88ihtuMBEUNPgsoF4fweTZH7Bi52GqrV1TTpLFgvPCBXRju872vKKMUtFx/oKoJCzjMRAEGs6+3V7i7A/Olpi54dubeP71ambN/pyp0/72tZPHZQQEJHHrbftZv9PK0u9/icd79avrlup8ZMmNQhOMPsIfC2H/FtGnJk8lUBeIy+Mir6h/Qc7+IHkkNv5mMzXHHNy+bP/XTh6XIYoqZk1/nQU56zjxYQVf/Goz5kr/C4A8Xg9v734bpajkO7O+g7LTvaZQKXBcUYmlGzcOR1ER0hXPRrXVyj25B5gwZzV6/eBdJ4ODFSxYEMAvfxnFCy/EEB2tYtWqJn7600rWrm3uc5JornuFnz7YqU9MENvTcuGhWtLnB7K1oXpA53PU2ULmIr2vh1gQWZaiwlZVz+nq05Q1lREfHE98WDzHsqM5oFHj7dpbpuzcjH29cF0JJC8v704gG0CoqSF40yaS8/OprR3Oax/PYutuBy5LGbLs5VyFgw0tApjU7QO+KljLtiSZKqd/UciexnryEmRMGR0zdoWo6FZeGTdLw/mL7/R5LFmGggI7b7zRwE9+UsGePRYmTTLw8stxPP10JPPmDY5M9PooH4nkdicR+8mTqBMSUIZ0LAxeWcIbPHwFamM8LaVrcbWV+vWZF6vbuO37W3ngmaOMyHiN+Qs2fmMGqc5QKrUsXrIDq2c8U+74jIoay1Udz+tua2+sDIhf2O/2/gQSAgKLshYBPt2rq+08b6tr4z//tYZA1VRuXrLtmlRaXS2MxngWL9zMxMw/k//KEbb8bhuWRv/+NiUNJaw/sZ7E0ETumHBHl/dcnfqblGFhqOPjcZzsGpVUW63cnbufiTkfoddHDfjcg4IUzJtn4plnovjTn+KYMEFPfr6FH/+4gjffbODUKUe/f/eLpW/x2PIrnnVZvqTE68PUSWG4MiUOmhvwBzVOO9IYifBw30RXEBXEhqq5NQzkJgdeyUtZUxnnjzdRt3cSzoYUknftInjzZsSOqGbujh07rmvu+boRSG5urlaW5T8AtFbaiDxwiFCPB0dFJSerIwgKG0/u8cf5w6oFfLxbzcdmAVeQ78vsrKWjTg3iXU3/cs57mhr4NMKJaWrXsk2NUoPH23VmEZ4WSquwDZerDX9gs0ns3Gnhd7+r4emnKzl92sH8+SZeeSWOZ5+NYsGCAEJD/Z/JGwzRTMlZxR07DlJp6XgQ7SdO+IyuxowBoNBsJjSko4dEHz4JU+x8HM1nafEjp19W1cbyH21n+Q/3ERL1CxYt3kVk5CS/z/PrwvTpr5GW8d8seOgLNuaX9b9DH2ir+BKQURsT0IWM7HNb2Q859zHxY4gJikFGZuuZ7qoIA8GF/RdY/6sNjBv1LDOmvXpVx7oeiIqaxq037yYt9mm2vriHrS/t8ItIPj/+OUV1RdyQeUMX50KFUc2FS1LtlyPvzumrSouFu3bsY1LOxwMij7AwJTfeGMCzz0bxyitxzJ9voqDAztNPV/L739eQl2fBbvcvwnW5WgnW72bK6K6lwrLsQRC7kv2SRbFUJdv9IpHDulYmTuk45mXVhDEJOu6NEhCKZBx7ZqA+/xTxwdM4UROJs7yCULebyH37aav2yayIovjKxo0br9us47pVYT344INPC4KwTJJkDhyL41BNMCMsxzgsJlEiziI0VInZLOGR4qnw1CMm+8ogDRoDwbpgqls6wkFbiBJLkZl0dXd/YoB1tVVsSZAwTe9e8x9piiQmKIbjFV0X5kLTTBTs2EJ0+KIBXZfNJnHunJPt29s4ccKO0Sgye7aJW28NZOxYPQEBCqxWiba2vm9QtdpEROwC/rzjryyMDSdArcbb0kLAvHkIGg3W/ft5v6iQxIkmJo6KQGWIJXLUj5E8NupO/AnZ03tUduJcAw//Yjfvrq0mLvEZJk1+icDAa+uPPdQIDR1DdEwO/1z5V8pr2pg/fWD598vwulrRBqai1IWj0ARjvSR10hO27S2nxi0QP6736OyhGQ8RagjlVNWpPjut+8Ped/ZzelMhCxesGbCm1deNoKBUMtIeQeEJZ9+a1Vw4cJ7Q5GB0gT1X0cnIFFQVMGP4DCYmTeToxaNYnBZaGy14y1uZFBFB0NKliFot5o8+AqDCYuGe3H1MzvkEozGm33OKj1cze7aRe+4J4Y47gomNVVNQYGfVqib+859mCgud2GwDT4sWF/6cV38WgkrZde6tCxmJx1aN19k1pZeeHsiJZjOlZVaG63tuPdjZWs/EOwPQaTsmnUpdJF6XGVnyEGpSUnJ2LNa2JYBASIiShhYDKkoJsdawxj2XaimF+HgrgiAEq1Sq1n//+9/XRQb6ukQg27dvjxUE4WcAbW0yzc0mauUs1riz2OeeA0BtrZvYWN/itkRHbm9c/LhuVS2aAC27wzw4evDv+GvFefLHqjFO6VnHyqQ1YXF2nyWptWr0iWYamgZvtnPhgosPPzTz5JMVvPRSLSUlTubPN/HCCzH84Q+xrFgRTHq6tledRKMxlmlzP2T5jv2UWywgy9hPnfJVnWk07G+o46acJESVkYiRPwRRScPp1/E6e1a2/XRLMXPu38jjzxcSl/xnFi3eRWLi4kFf39eNkJAsli47xI6DHuY+sH7Q/SKXBSa1QRloAob3ul1/cu4pESnt+kWbCgYnWumyulj79Oc0npVZvuwQwcHpgzrONwFJSTdx6027GTvij+x7/QyfP7uRkr092+iabWbeyH8DjVLDj+b+CIPGQPzkRPLqahA0GrTp6TguOYSWWyzctWMPk3M+7pU8FAqBjAwtd98dzP/8Tyy/+U008+aZKC528tJLtTz5ZAWrV5u5cGHwlZQNDQeZMdqMXts9uyC5rT7pkR6waGEsQXNV/Lu6ey+LzePBkewhJLCrOoW96QS6Tj42SoWv7Dw2VkVNje//93rn8pF3LMXSJJqaArBa2+/VX+bn51+dkJ+fuC4rpgqF4vdc8je32yQC3IVMEPYxUVXEGekC67zfwWIxEh+vprLSjaTyDYgmrQmP5Gn3Pu8M4+Ro/rW+gh8E+maiJ1ua+dDdgLA0AZOhd7OlYH0wrY6eU2Dpi4dx8O+vEhby3lVdryzDuXMOzp1z8MEHTaSlaZk0Sc/UqQYWLgzAapUoKLBz/LidkyftWCwdMyGjMZYZcz/kzu13sXruVIwFBRimTEGbnk7L+k+JjwkiYuQPUOoiaCpaiaP5XJfPbmx28Ls3jrH7SD2mwJFMmrYWg6H/Gdv/FSiVWhYv3sqRI88xbcVH/PM32cycMLDrszedwm2tQGWIIzDxJupODm7t8aZRNwFQ1lTG6eqBS+ZXFVSx87V8UlLuZtKE5wZ1Dt9EREdPZ0n0ViyWCg5ufYZj/1lP9MgIxt05Bq2xY6A8XX2a1YdWc8/ke3hizhO8vO1ljrsc6DIzEZRK7KdOUdbWxj079jJt3scYjV0zCiaTgpEjtYwZo2PUKB16vUhzs5ejR20cPmzj3DnHkCobmOvf5Ikne45Gve5WFOreO+AnjQtjxPAA3nqvmJlyOOkBPtW9TbZabr+pe6ZE9rpAlhBVBiS3FaPWl5EJCFBQWekGr4UlwhpSxRZyBZFS93isVgmTSQQweb3e3wKPXO0194drTiA7duyYALTr10cHuZlkykej8+CpFxgntlJpX8lh3eOIIni9DiRTNYKgZMbwGb2nBUQojhEprm1jg7WRA0ZrBwAAIABJREFUi+k6TGP61+4JNYZyvr73rtbICRpKClczLGFgMuW9QZLgzBkHZ844WLmyiREjNEycqGf8eD1TphiQJLhwwcnJk3ZOnLBTWurCaIxn+txVrNh+N58GBTH94YdRZmUhqATCMr6DJjCVtsrttFXuaP+MlevOsnLdBawODQmJ97Lopkf5hogtXxNMmPA8UVHzePQXj3HHwmH85kcDWcuRabm4ibCMR9GFjkFtjMdlKe9hK7lX6eOk0CRGx/m8sQcTfRx47yDn95YyJ/stYmIG79v+TYbRGMfc2SuRZS+nTv+TLc9/iKhxkzp3GGlzUkGErWe2Eh0YTU5aDo/MeIQvFWtRZmWBLHN2717u3r6H6fM/xmiMRxAgOVnDqFFaRo/WkZysQRB8lZK7dlk4csRGcbFzSBt/L6OsbDV3Lex9uPQ4zaiNCX0eIzhAzSNPjCB/dy2HD5qZrg4hIL33Z9Rad4CAuBtoLf+S2NAajpW4EEUfAU92v8cYra8i9ZawiziUVVQEZnN5SBcE4du5ublv5OTk9NyBOUS45gQiiuJf6TSSyTod1SEhxBcVoRk2DMnpZGF5ORdt61Eo7sTq2UdgspK5aXPZe35vr4J01spWghu8/LbyHMmPTaRvYZMORAZEsv9C7yKDiVNj2X/4M4YxNATSGbIMRUVOioqcfPihmcRENePG6Rk7VsdttwVx221BWCwSp07ZKSgwEhj4EUs/vZOdD+3lq9JSxk6egD58EraGozQVr+KzbSX8e00JtY0eQkKnMG7ynzEYrkvk+o1AbGw2S5ftY+OWpeQdWsea124kNKhvocrLsNUdwJO8FKU2jMDEW6g/9fdu2/Q1EN0yxicgXd9Wz6FS/wUa7S12Nr24BYUUyvJl+wflVfF/DYKgYGTW9xiZ9T0slkqOHXiJMxs3ow1SkjpvGO8L7xOsD2ZK8hQyxo1lW0UFI/fu5c7PNrBo2RpmzEhn5EgtmZk6jEYRWYaLF12sW9fMsWN2ysquvU2yx7aBm+f0nu702OswhPs3icmeGQkz4ennjzDOHEFJWSvDEnu4D2QJa+1+TLE5TCGXjQf2oVAsJMK6joWGOlSxsQhqNe6KCmrT00HXZc1JFAThZWD2gC50gLimBLJz586bgelXvt6cEIfn5FcklZQgGo2Yxo5lUfF5Dtqq0USfY17GPA6WHuyWarJUtGIosRLZLDHeo2FqSDz/Nkmcd3tRqPyrB4gOjO5XZiJxbihn975G+ogn/L/YQaCszEVZmYu1a5sJCVEyZoyOsWN17dHJww/PZP+judx87xLi4uN46qmnePH5n7Lqg9WYWyUCg8aQlv4W4/4P582vFmp1EDfdnMuRI88z4+5V/OGpKdw6b1i/+8myl9byzYSk3Ic+bAIqQxxua0UP23VnkcTQRMbG+6qENhZs9Ft1t2RvCfvePUB62gNMGP+sX/v8vwajMZaZ0/4GQFPTaU7t+Asn12xmg/FLvnXf3Tz20Pd4/fXXuVBygU++yGXGjEwAXC6ZM2ccHD9u59gxG2bztbHi7QlFha/x/RV9Gz14bDWo9P6nUh0ODxN1YSy3x3Po8waOB1ShDoe0TCMjkjrIxOtqwVZ/BFPsXLKSz+K2jWZJ+AUMI0bjPH8eyWql1uukLT6GHqZO2Tt27Lhx7ty5W7q/NTS4ZgQiy7KQl5f3/JWvV7VWccB2gKZZCtT1DsKsLkwXG4gLj6ay+h1S4tXkfvQJCglMHtA5wGiXMNm8ZKAmPTC6k/UU3B0Zx9N5FQTOT+z3nDRKDaIg4vL0PWOJzozgwvadwLUlkM5oavKQm9tGbm4barVvQXDkSCVlZUeJT4gnLy+Pqqoq5s27iWef20pDQwhFRU6s1msjGf5/DRMmPEdc3GKefvnbrPmyjLd/N7tLw2VPsFTvIjDxZhTqQIKSbu0WhfjIo3sK69YxtyIgYLaZ2X1+d7/nJnkkdry6k/rzTSyYv5rw8HEDurb/VxESksnCBf8iNVVDaGgTu3a9wc9+9jOKi4uZM2cOZ8+ewGaL5tQpN2fOOHC5rq3tQs+QELx7mD6ud4M3AMnrQBCVPsdUb/8R0Zq15SwP941ZkwLCmARQD+e+aGarpg4hSIHKJKDUCSjUZiShjISoFA6d+V/cYSKHKg6ijlKgDPUQk6xGJe3H7JiKQts1A6FQKF6UZflLQejHRGiQuGYEsnPnztsFQWh/Utra4ERDAW2BFQSEBhBAAOoYNRqlBqVCSUWjg4CCGG5TtxJl1OO6eLHjYCrozelJo1AQWyfhTxtTUmgS5U3dc909Ydi8cE7teoWstP/ya/uhgNlcSHn5RhobdrPpCzMqpYspU0fx5JNPUlVVhdPp5PHHH2X0aF/EIctQUeHi3DknRUUOCgudNDdfv5nZNw2RkZNYvvwIO3PvY/xtn/Dvl3IYn9V7p7IsuWgt30zw8BXowyegNibgslzsus0VEUhyWHJ79LGpYFO3nqIrUVtYy45XdxIWMpYVd2xDFHsv8Pj/A4KDFaSkaElJ0ZCWpiEuTo0gAEQwatRjbN68lhEjRvCTn/yEv7/zD44c+m8ESY1aGUJk+EwSE5cQGHj1PiX+4uzZv/DDu/xT+HVZK1AbE3G2FPW/bZWMOrT7BCfNFEQagO3SzyWoExOp0gRxPiyU8OxKosISkCUPsteJLLkIAMI8xymqqcWmHIPJ5Jv4yLI8IT8//2bgc78uYoC4JgQiy7KYl5f3y8u/e70Shw4F0dg2ltb0wyg0oFPp2iusXC1e3MdmMG/KEtZv+RPfnRWJMSEBy549frUDT0DL+ovNBCT0bSIzImJEnwvonRGVGcn5rbuBoSUQSXLR2HiK+vrDtLYcx2otRSG6UCpcRISomD8xmFtykoiPGUtYxnfQh0/ixed/yk1z5/LI448ze1Y29z60hpyc0WRmahk2TEN8vJr5832rQPX1HoqLnZw/71trqahwXROPjW8qFAoN8+Z/QnHRau7+r+e4KSeRl5/ulkVtR1vVDgLiF6FQBxCUvLRLRVZPmall45YhINBibyGvsG/Zkv3vHqB4TwmTJ/6a1NS7B31N/1chir5+jBEjNAwfriElRUNYWMeQ4/XKFBc7OX3aQW7ucT743+Xk79rGP177G3uO7mHzZxs5cOEAb+1+i+a6ZkoP7uHI6S9wtLgRZDWCrMZkSCI4aAzh4RMJDc0aeoJ272f62Ay/NnW2nkcTMKJfAjl5polUqecetm4QBIwzZuBtbmb9rlqiFtzHOx9/zH0L9hEerEQQVQiiEsljx2aXyT+0AFkZwOzZLSguReCyLL8gy/IXgiAM+UhwTQgkPz//LmD05d8PHtTjckViNbsRSsZAxnHsbl/jm61KgsL5mETfWk+xNwH7iUOooqIIWrqUlg0bkJ3OPj8vJyKa9cfOQz8EkhGVwZqv1vh9HfoID0cO3IlKE4DHI+D1Csgo0WhCAREZDVpNIF7JhdPRikIh4fHY8HisuFzNILsQBC/gQaWQAQcatUxMhJacsUYmjQplbMb4bqkWX5/HD9AEpmJrOMrHH6zko+deJn30aD596D6WvX0bFy6sJjg4FY1GIC1NS1qalvR0DUlJGsLDlUyb5rtBXS6Z0lIXJSXOSz8uGhuvu+rzdceIlLuIT1jAju13M2HpJ6z84zwyR3SfScpeF63lmwgevgJd6FjfANBaDNDNIy8tMo2RMb7u9Y0FG3H1kqowl5vZ+qftaJQRLF+275p5VHzTEBamZNgwNcnJPsJITFSjVnekACUJSkqcnD3r5OxZB4WFDpxOmebmIvK338267zxAxujRPDZzFgt//d/c9dBdTEmeQqAukNd2voZxsRE6tTFJkkR9cT0NxVspvLgWW6EDySuiEDTIXgEBFSAioEajCUKpMKBS6ZElEbUmAKWoxuFsQcYJSDicjZc6ymVEpYzT1Up2Vt9jT2c4mwsJTLqlvc+oNxzc28TD4f1HUYJGQ+CSJVh278ZTV0exdzIxIrS5lvDeFiNLpu4gPcndbk2w9/RwLlYPIzJSxaFDHqZObW8uHrVz585lwJDb3w45gXz88ccKWZZ/2fm1piYtl1Xp3FWjUA7/Co9dQrqYiLLuJtSKaEaM0FBS4sSjn8Ihcx6TqKF1yxaCly+nZcMGvM09N8tdRrjVdxv0BrVSTWxwLKWNpX5dh7XJislq5f3Xx3d53WJzYW6xY25xYHN2H4hDAjXoNHpiI8MRxd6dA3uDyhBLxMgfotRF0Fa5nYbCVVhaXYQ0+OQQRufk8GFpKXdtW8HMeR8RHJzKiRO+EmAArVYkNdU320tN1ZKcrCY1VUNqaoe6QVublwsXXO2L+KWl/2+SikYTwqLFWyg4+Tdu+97fWLFkOL/9UXd/k7aq3I4oZNhyao+91PFmpwB4+fjlADTbmtl5bmePn7n/3QMU7z7P2DE/YeTIx4fycr5RCA1VkpSkJjFRTVKSjzSMxq4TIZdL5tw5X2r1cvWhw9GVls3mQvK3381H82Yyas4cAMKbmpAsLv6W+zfum3IfOWk5/HLxL/nrjr92UfAVRZHI1EgiUyP7PFdZkrE2WnE7XTgtl+WKOpQtlBolWqMWtSkItbZrBHP8zV3UNNiICuvfUM3ZVoLamIAgqvr0m5GagH40IBXBwQQuWkTz2rVINhsHzHZk43QuXHAxbJiG4uLZrN6ZwujkL5g+sowgo8jhs1OQZZAkGbNZC3SoUwiC8Lwsy2uGOgoZcgIJDw+/H2gvC2owO3EJrTQ11SNpzSi0tbTui0bvuQWdIrZdTCUqSkVhoRONNoxz1jAmYUOyWjF/8gnBd91F25df4q6p6fVzY5wC56wu1L00EWZFZ1FUW+RfxYwEp94/yKcvdvdfMOrVGPVq4qN77jq9GujDJxGW/jCISpqKVtJWuYN120sYGRiCs6jIZ8uamUlKUBAfzsvmrm0rmDV/NcHBHQt8DofUhVCUSoGkJF8a4XIqIShIwejROkaP7ij7s1olLl50UV7u4uJFNxUVLior3Xg8X8fC5dBi5KgfkDxsORu2rWBT3ie8+4e5ZKV02CHLXietFzcQPOJutEFp6EJHY2/sqn4wLn4cIyJ8s8YvTn7RLfpouNDA9j/nolGGs2xp/qCE/r6JUKkEYmJUxMeriY/3/ZuQoMZg6J6/N5u9nD/vpLjY91Na6urmodF1+7Pkb7uHj+bPIjU4GG1mJkgSzsJCMgODKDlQwnvye1S3VHPXpLv4xZJf8Pbutzly8ciArkEQBYzhg3tes741jSf+Zxcfv5TTq4JEO2QJZ2sx2uCMbvfPZTSY7QTY+55YqmJiMM2bh3n1ap9fCFAohaFWB1FT4yY720hxsROEGE6Ufofj5ysID/icQGMNgtWFuTGQkFAVllYXxoD28TDzUmZo1YC+gH4wpARy+PBhlcVi6RJ9eFXNBMzcTUtTebvwlvFkJqrGju5Lg0HsImbWQAiXV5BklwvzqlWE3H8/rV9+ibuyssfPvi0mnqf2lRM7v+da7QmJE/iq/Cu/ruPI23v4w+NjumjTXEsIopLg4Sswxc7H62ql4eSf2zvM319TyIsZU5CsVlwVFaiTkxE0GlKDg/lwfjZ3t5NIz6W8Ho/c/kBfRkiIL9UwfLiGYcN8qQaDQSQjQ0tGRkcxoCT5JGYqK32EUlXlpqrKTW2t5/8csRgM0dxyaz4FJ//O0u//hcWzE3nlmRntg0JbVS6m+BtRakIIHnaHzxJYlpFln/z/5eijwdLQZe1DlmR2v7mbsiPljB37JCOzHvs6Lu+qoVQKREYqiY1VEROjJjZWRWysishIVY8Dp9MpU1rqS4mWlPjW3AZSWtvUdIb87ffw8fxsUoODEfV6NElJPutWu50fZYzke1sPkzQ5ia1ntlLRXMHj2Y/z/Zzvs/X0Vj458gmeAVgXDBZKrZLYJaP5/u/38o+f976Wdhn2hq/Qh03olUA2bKlgeUxSr/ur4+MxzZ1L0/vvI3s7vk/fmOiD0ymj03WMmYIijpiIUJZl53YcxxjP2cZRdA51ZFn+dW5u7sc5OTlD9sUN6QhptVrv55LT4GUEqYOorKwkKSypPX0kq7umoyZN0rN7d4cMdqvcdYFJ9nhoWrmS0IcfpuXzz3FXd9fZD1SrMTX0fAOrFCpGxozkgwMf9HsNp/7zFQ/mxDGqh3z5tYDKEEtYxmOojfE4ms/ScOaf7dpWkgRNjQ7Sg30SCc5z53yOZmlp2E+cIC04mFXzZ/tIZN6HhIRk+vWZTU0empo8HD58WcEToqNVl1ISGhISVCQkqNHpRKKjVURHq5g4sSOElySor3dTXe2hutpNba2PVGpr3de1Pn8wGDnq+wwfcSe5O+5lzC2r+esvZ5IzJQ5ZctNSuo7QtG+jMsRhjJyOzE4AZqXMIibIV+O/7vi69oGr/Fg5u/65hwBjEstv34dWG9rbx35jEBysIDJSRWSkkqgoFVFRKqKjlYSH90wUAHa7LzrtnPKsqXEPujijqek0edvv5aNL5AGgSUsDUcRxzjdxGhUaitvckYI5U32G59Y/x3ezv8uCzAWkRaXx5q43qWqu6vEzhhLBSaFU1kTxwr+O84tHx/S5ra3hGEHD7kAQlT1681ibZAyGHmys8UUeAYsW0fjOO13IA7qOiUeO2Jg+3UB+fkftqV7bMaaqTUm0NZUhKbOv1KJIEQThbmBlnxcxAAwZgVzq+3jyyte9khev7KXF3kK4KZz6tnokueOLjY1VUV/fdUZrl7qnoWSPh6Z33yXsscdofO89vObuRjamXhZBxsWPo7C2sH3hvjcUbT5NdpyO2+f131Ny1RBEAuIXEpS0FASB5guf+iTZO6XYVq47y4TQjhmEo6gI0/z57QQCkB4czAfzZnPPtrvJnr+KkJCsAZ+KJEFlpS/S2LPHR+SC4HNpS0hQExfXkb4IC1MiilwahFSMHdtVcdXlkqmr81Bf76a+3kNdnYeGho4fp/Prj1x0unAWL/mSoqKP+O6vfsXo9FDefnEO1OwmIH4hKn00Qcm3I/MSIrB07FIAKpsr2Xt+Ly6bix2v7qSxtIkpk19gxIjlX+v1dIZGIxAWpmz/iYhQEh7uI4iICGWXRe0rIcu+Kr7ychcVFW7Ky30pzfp6z5DJgzQ2niJ/+718OD+7fWIEoE33RdDOoo4KpnEhYRTlF5GS7ROsNNvM/GHLH7h59M3cMuYWfn3Tr1nz1Rq+PP2l382cg0Xs1GEUbTnD6x+d5Xsrem/clTxWnK3n0YWOwVbfPdUmW4EeCrCUISEELV9Owz//2c0vHXxj4uXcgMcj09TkJTpaRXW1L8WlEHyEo9RF4HW1IApeZMmLrweiC34qy/L7Q9UXMmQEkpubu1gUxUwAi0VE4z5KiK4Ro7uOLKeH06KZjKgM6tvqwesjCLXaV0G0Y0dXHw6P3PNUSHI4aHzvPUIfeoiGv/8dqasjFzpnZx3fDsxOnc3mU5v7PP/z284ySuPlByv8m8VfDdSmJEJTH0RtSsRtraDh7Ns9mkGt/ryIdybNbf/98sOlSe96A2eGhPDBvGwficxbRWho3z4X/kCWoa7ORwCXIxXwDVAxMSpiY9VER/vSHNHRqnZiUasF4uJUxMX1PMuyWqVLEZCXpiYPZrOXpiYvLS1ezGYPbW0Sra3XJ4pJSVlBcvKt7Mp/lIm3f8IP7x/Ff4d+SvjIJ1BoglDpoolRCQTqfE1Inx79lK/WfsWJLwqIiZ7OXSvevK6GTwEBCkwmkZAQJYGBCkJCFAQFKQgJURIS4vu3p7WJKyFJ0NDgaU9JVlW5qax0UV3tvqYE39h4krzt9/Hh/NlkhnSN8LVpvnU8Z2Fh+2tPjxrDXdvy2wkEQJIl1h1fx8nKkzw882FWTFzBlOQp/HvvvylrujqvmP6QfGMGe9efRLu2kIduS+11O2vNbowxc3okEMnW/d4WdTpCvv1tGt9+u9eKU7dX6NJpXlBgZ948E42NHlwuGZvDt0Cg1IbhMJ8mt1TiK9YSpgtH7w1hZMgETCYJYFR+fv4NwOC9BzphyAhEFMUnAaqqlJw4EUVq5DEyZ0hIHj3LdHacpx20BrUSpAuiyhqAKMLs2UZyc7u2ALpcZjwUcMTWxAR99zSS12ym5fPPCX34Yepff71Ln4jRCzaPhNhJqz86MJpwYzgFVb1bBRdvPUuWws3TD4666u+hL4gqI0HJt2OKno0se2kuXUvrxQ09hrqNzQ48dploQ8d0xWs246mvR5OUhKjTIdn/P/beOz6qMm//f58zfSa9VxJCQif0Dgm9K/bHghXFXZ/V1dXVLa6uveyua1kL9gaoiCAgLZSAdEINJSGkh5A2kzIzmT7n98ekENIb+uz3d71eeaXMmXPPTM65r/v+lOtq3FENCQxk5cxkbt9+O0mzVhAY2DvvxWaTyM21N5PFro+hh4V5wiP1YZKQEAX+/o0yMzqdiE6nJLoNA0SXS2ogkupqF0ajG5PJ891odGE2uzGZ3JjNbiwWN7W17i55O3het5rpM76irOwoH3z7AF+u+wurvwkhadYtyLXhhNVdXt9s/IY/L/kruFTMm/Ndt7vJtVqxyZeXl+fL21tW97OHLPz8ZHh7y/DxkbWfxL0ClZUuSksdlJU5G8KMJSW/TA5Lrz/F7u13smpWEkOuIA9Ro0EZHY2jtBRXTaN8UYy3NzKLE3sLxTE5FTk8u+FZFg1bxMKhC3lm0TOknk9l7fG1Ldo19BTirxnGrg3pOL/PZNlNLXen1+pP4h9/B3JNCE5Lowd6rdWJxnnFDlAQPKH5tWtbrTQ9UG2g0nkalX0ayssUf/fsMTFtmhc7dhipNPohU1lx2ar46ayVIxo1/l4aXEoX2edqqT4XQWLiJSIiXEiS9Dg9RCCdrzNtATt37hwuiuIJp9NFamok5eUaEiJ2cVNSKjKlL3JNKMbKQj46aSBw4EiOrYzjmrkz2bfP3FDWZ6w5SqDPSUbGX2D+ZCXnc2o4sqOS+VIoAarmKi8+c+ciyOVU//RTw99SLhbx43gVQfHBDX+7e+LdlFSXsPVsy3IwGT+mMzFEzu9v7VizUFcgiEq8o2bh22cholyLRX8Kw4WVOC2ta3L98dX9JFT6sWxw0x1R0LJl6CZOpOyNN7BcYfcJkK7Xc8f2VJJmfk1QUNvx2qsFhUIgOLgxrBIYKCcoyLNiDgz0rKY7Ozm2BIvFjdUqYbW6sdkkamvdOBwSdrvnby6Xp0rN7abu755rz+2m4Tpcu/ZVtmx5h6lTp+Ll5ancqampYe++fSxc8CiLF/8RAI1GrOugBpVKRC4XEEVPGbVM5vmuUgkoFAIajedntVpErfb83l243VBd7UKv9+SzKipcVFQ40es9ocLycicOxy8fLgQoLz/Bnp13sWpWMkMDm+eJNMOHE/Loo5j37aPi44+bPPbO6XQ2e5kZd8+EVs8f5hvGHePuYGjEUMx2MxtPbWRHxo4WbSB6CrlbzzJU5eKPd7e8UPPpswC5KgBD1tcNf9t/rATnNjdJ4Y2aWb7XXIPbasWY0tzNstxm5StzGWXj/FBH+VBx0gYlCchtI/Dz8bQXaDQikybp2L1jG889XMSOtDQOawIJD4qk1FhKjaUGWc4o5KWLCQmxkpRUhEIhQ5KkkdOnTz/R3c+hRwgkNTV1BXC74NCjsR4gtzCYghIXIxOyCfaz4uulQOkVw6VqBeuOOoj0fYAd2w+gVRkI8i0nxDePpFEmwoOaE8WPm4oQswSu8btCM18QCHn0UarXr8eW7ekuzzcaec67lD7TPOWWflo//r7o7/x57Z9bzH+c+uoIN48J5LZ57YvvdQWCKMcrbKpHb0nlj8NcRGX2t54Kn3Yw5eYf2LPohmaC7N4zZhBw551Ub9xI1Zo1LT73lF7PkpRdJM1a8ashkbYgitSFZOT4+cnw9/esuP38ZA1hG19fz0q8rRh+T6Gqqoqbb76Z7du3IwgCs2bN4vvvv8fHp/eVc+12CaOxcedVXe2iqsqF0dgY6jMYnFRXu/5PKAyUl59g9467WDU7mWEtkAeA/y234DN/PoYvvsCYmtrkMafbzfif1nHNv25od6zhUcO5ZfQtRPhFoDfr2XhqI3sv7O21aq2i/Tn4FFfwxuPjmj0myrVEjHuZS2nP4LJ7dlVfrT7P3IooQrSeghRVQgK+CxZQ9vbbzRQ3vi0t4mgYaJObO2/WGqxYsn2Q1/ZBqg1GdAUxZ9Z4JNtHGCMVmJR2CgwF2GsdYFYjlseiUgeijrjIrL5j8Ff5A3w5bdq0u7v7GXQ7hLVr164o4GYAmVRNeKATP/UZ9p9ZwpmC23G59MgpRKuDuDgvyvK/J3nGp8x+RI/MVX3ZmVqW4V68IIqiEjMf/JDFHEKJ09XdxJKE4YsvCH74YUpeeQXJbidSp8NhaMyCLBy6kNTzqc3Iw262k/7FQZ65azBjhwR19yNoBlGmxisiGZ+ouR7isJRSee5DzKUHadKZ1gq+33KBgb7+Lbp51JOlun/rMdjEwEC+nJnMndvvIGnm1wQHj+jiO7k6cLs94ZaOVHAplUJDmEen84R9Lg8FeVb5jSt9tdqzC1CrRRQKz89Kped7a9i4cSNpaWnI5Z7bIy0tjZ9++onbbmtdjqR+p+NweL4sFjdOp4TVKjXZGVksTcNuJtPlX65fSDCwd1BefpzdO+5ixazWyQM8Eyk0XtuXQy6KDPL2I/dgLn0n9G1zvJNFJ0m/mM7EuIlcO/xa7p54N9ckXsOWM1vYk7UHm7PjXeUdQdSkOAwXvFny9M+896fx+Hg1htnczlpMl37GJ3o+ldkeW15Dpb2BPASVioA77qDszTebkEeWsYYva0txzIpAG9iy3Ik2QI02wA5cAC7gp/Kj2HwGw+kygmtvJOeCCZtlFAohGqUiELcyE8f4FXh7B1BlraonkNt27979dHJycsfEAVtBT+RAHqUu1W+XReJwnmXf6QR8b0ipAAAgAElEQVSqzZ4JLigohPBwz+7hYMZ3TLljEKeO7WZY/6koNKHYjHnYqs+3enKAqDAdv3kogR82FbD/TAVLQjw7BqfBgGnvXvxuuIHKb75BLorI6uagIK8gxsSO4S/rmspml6YXU304lxV/m9DkH94TUGjD8IqYjlfYVES5BrupkMqc1ZjLDrUsrNQKPlhxli8nzmzxMXthIZLd7ukHkctbrNgAGBEczFczk1my4w6SZ379X6MAa7dL6PVO9PqeOZ9GIzaEz8rLj7Et5XfY7ZX855132LzZI0kxd+5clj3wAL/73VPMnv1ew67O7aZJ/9L/j0aUlx8jdcddrJiZzPCg1hdpgkKBMjYWt9WKvZUer5dGj+Xm9bvaJRDwJNn3Ze/jQM4BJsRNYP6Q+dw+7nauG3Ede7L2kHo+tV07h84gID4Yr3Bflr56mN8t7kfy2EY13JrCLUSMexFjUQpOmwH3Zesj/xtvxJSa2iTvsbwwm3N9FPhdk0BHzCkGhA4gJjCG0ppSTp/fzcvLZvDifzJJHHAjkgQlJZ6yetE+AKmwH/JBRiJ1DZEchSRJvwOe6s7771Ywdu/evd6CIFxmmyjjwJlYMi7dTnS0R+JAJhM4e9bK0fSfUSQeQy6Tc8zsorr0ODVF2wAJ39jFeEfNRqZsW8vqhgV9mH5XKP/Qn+a80fPBG3fuRJWQgLI+K1vX+Xrz6JvZfHozFnvd7sMNZ749RnS5gZXPT+4x8hBkKnShkwgd8RQR417GJ3IWtqoMSk/+g0tpz2AuPdAp8jiVWYHaJSNC14rYmtuNLTe34cZrCx4Smcbu7UsoK+u61/t/MywWN6Wl+Xy3eiFrfriZuMmhlOvLuPfee7E77UguO0uXLqXScInrZwfxw5obWPP9tZSWFv7/5NEKSkvTSN3uIY8RwcFtHlu/ELLn5tJaTC7G2xtvl4ih0NDh1+CW3OzP3s8z65/hXyn/Iqssi7mD5/LK9a/w5NwnmdRvEip5z1TQKXVKhjwwhY8PVfD0u8cb3obbaaamcBt+cZ4y7/ppQBkTg7JfP4y7PQ2p56qr+EP+GXIWhOGX3I6rodaf2YNms3j4YpxuJ9vObuNY7jHG+YAgyrh99hEyz/7MuXPWBhWK6GglIbVL8C/rhyg0mfJ/k5KS0rbRSTvomAtTK7jrrrseBK6X3E687fsIUWejTtfjvniejMpgDDUaz1Zd2oN81HZCwn1RypUY5GaqLlQyOFKDy2bAVpWJy6pHFzoRXegE5JogXPYqJFfzolwfLyWTJ4awufAiabl6RnoH4Cwtxe+mmzDv28c6cxkTZ01jasJUPt33KW7JTXlGKQXrT/LMbf25cUb3ezxEuQZt0Gj8Yq8jcMA96ELGgeSm5uJ29BkfY7yUitNa3qVzP/j0bv46cBRRXq1LLygjI1HFx+O4dAnbhQttni9cp2NCWAj/3vEGwaET/qv80bsLm62S1N2/4fCRFwgepGPhM/N49qFniQv27HBff/91dO4abrvzQUSZiplThnL7DCvHz15gc8pbVOiPExk5DZmsYy6I/y+gtPQIu3few4pZ0xjZDnkA6MaPRzNkCObDh7Gebd1XPk7nxVepx+iX1Hkp9zJjGQdzD7I3ey9Wh5UBYQOYGj+VOYPn0CegD4IgYDAbup0rCRgQilGj4qtPjhERoCI6zAu7KQ+/vjdgNxWwe/c5JqtCCX7oISq/+w6XXs9/cs+zKdBGwA0DUGhbXtQG6AKY1G8Sk/tNxk/rx6HcQ5y6eIrK2rpeuLwqHpjoj0zlh5fKSnTwGc7lyakxRXnyZ4ZS+tfuYLCigH2+RVysuUikJhJRFFVyubzo888/77il5hXobghrKYCufC+hUZVUlFXhXyhjbjAMuvQBG2xDyQmxohqaiUwhMiBsQIP9Z6a5aQzaZa+mptDTq6H06oN35Ezk6mCc1nKslWex1WQjuRpjmEtu7EdWfg3PfnmcpWYTYxYsQDN8OO6UdJZMWMLXh77GVGMie106E2N1vPv85K6/S0FE5R2L2m8Q6oChqHwTEAQZTmsFxuJUasuOYKvJpiP5jbaQX2zEWGln/MS2dZRsOTkAqOI7djONCg7mixnJ3L3jTpJmfEFoaGf8w//74HTWsm/fExQUbCMkIYyb37gRja+GweGDmRg3EYCzl85iqDUQjoC1KgO130B0YZMICNvLh8/LKdXX8r/P7eW7b8cQEzOPiZNeRy5vX3DvvxmlpYfZvfNevpqZ3CHyAFDX5T/subltHjc1IgLp6GFMBhNeAV3TtdKb9Kw7sY4fT/xIv5B+jIsdx6joUYyNHYvL7eJ82XnOFJ/h3KVz5OnzutSc6BsdgO/Syby/+QzfpBTw9wcTUV9YQWD/u0FYi3bkSNy1tWQcO8o/L15Auzie4PCmxRkquYqEkAQGhg0k2DuYMmMZh3MPsyNjR4tjxqk9c6mtKhNN8GhiHYd55MZtrPu5gIr8AK4XjxMX6ovxYgXrQl1ognw5U7Cf4X2TkCRpGdDcz7mD6DKB7Nq1awIwXCwtJXB3KSVxDhxGEX+XG1GjIUIukag8wqWRakBEKVciSVLDP8WgErlYbiEyWNPs3HZTQYOxj0IbhjpgGN6RsxBlahy1xQ2P948r5rm/+fDmR2c4+PKzLP37K8SdP0rGxQx+eHcl4aKbz/8wAp2m5aa2liAIMuTaMJS6KJTeMSi941B5xyLIVEguG9bqLKpy1mAxpLdogdodPPnqAZ4Y0n7C215PIP1a92i+EmNCQ/l8RjJ377iL5JlfEBravHLkvx1Op5WDB/9Mbu5GAvoEcO1L1+Ab5tnBK2VK7p7oKUpxup0e2RvJYyhlyPqa8DHPIQgyAvrfzaW0vxEaqOX7t+eQU1DN717YzzffDKdv38VMmPDSVW0u/LWgpOQgu3fex9ezpjE6pB2p2XoIAsq6a7h+UdQWnhw6nDc+PsCMJ2d356UiIXGh7AIXyi6w8vBKogOiGRYxjCERQ7g28VpuGnUTNqeN3IpccipyyNfnU1RVRGlNKS53x5pc4+YPwW6x8/D76ST4ZfCPV0bjFdEf9YIFvPHkE+yyFxP9m1Go5CrCfcPpE9CHmMAYwn3CsTqtnLt0jp8v/NxuvqZWb2ZUuCeQJEkuBAQEUYlOY+eOOefJWGmlj0ONqFKhcbkZly9SXmlmQbGDS7oy3CEhiampqWOnTZvWpV1IlwlEEIQHABQ2Gw6FhFPrwmVyAwL1WUmDrjFCNi52HAdzDjb87hXpy97Mcv6nBQK5HI7aEhy1JRiLUkAQUeqiUfnG4x05E6UuGlGu4ZURBrZt3co9TzxOldHIJy+9zgcPX09YsAa3s7bJ+USZBkFUIMrViApvZApvZCp/ZCp/5JoQFOpgEEQkyYWztgS7qYDKiqPYa3KwGXM7lc/oDAouGSm9VMv80e2H2Jx6PS6jEZmfH/KAAJyGjsWGx4aG8vnMadyz426SZnxOWFhzafP/RjidVg4eeprcnB/xi/Bn0bML8O/j3+SYa4dfS4i3Z+LbemZrE9lwh/kixqJt+ETPR6ENw7fPIqry1gEQ18eXTR/N50yWnkdf2c2qVUOJi7ue8eNf+H+GSEpKDrB751K+nJnccfIA5MHByLy9cVVVtShNdCWu69uX19JPUGuoRRvQc7u9QkMhhYZCNp3ehEyU0TewL3HBccQGxjI8ajhzB89FJspwuV2Um8opN5ZjMBuoslRRY6nBZDNhcVhwupzNKj5HPDoCs8HMA396Ff3FWu549PfMuWUO786dh7/WH4vdQmFlIXn6PHaf301RZVGndj6ysloSRzXu9morjqILmYCpxGO17PYRQA/IPHOxXZRQ2d1YkZBZLPWeN/cDV49Adu3a5UVd6a7NX4nsejURooSl1kKx3kXfOgI57+MAFIyIHkFmSWazGGO5o5M5fMmN3ZSP3XSZZIEgcjTDzvp95ZgtDjQqNTctmEP/kTMRFV4NhNH8VDbcLjtuhwm3w4jDVIjFkI7TUobTUorTUo4kXT1hwD+8uI8/JXa8Usqem4smMRFlXFyHCQRgXGgon82cxj077iF5xmeEhbXeoPV/HXZ7DQcP/oX8/C34hvuz4Jl5BMY0LyeN9o9m3pB5gCfMseHUBs8DUmNQsipvHdrgMcjVwfj0WYi5/AgOc2PV0JCEQFI+XcipTD2Pv7qLVSuHEhO7gPHjX0Kp7Hnp/18LPORxH1/MnMbY0LZ9Oa6Eqq+nqsqel9fh5zyVOIJ/Ld/LzD/P6dRYHYXL7eJC+QUulDfmFmWijGDvYEK9QwnxDsFf64+Pxoe+QX3xUnmhkqtQyprnL+wuOxaHBbPNjI/Zm82rNlNrtbF9y2bSio8ii1B0W8MrQN50DpXcTqzV59EEDseiPwlhLg+BCALHtC4O9QONRsvFeBVTvVXULaNu37t37xNTpkwxNh+hbXR1B7IE8HioeodhtGoI9hHwCQyhZHgOjmI4JFmpidcxNnYM+fp8yk3Nk8qVjq5/eLlFNaxKKaDYLGEP8eb1l9/k5b+9yGcvvslrD95PypqveeqRX38THUBGTiWV5Tbmjet4gt+en48mMRFVv37UpqV1arzxoaF8NiOZe3fWk8jEzr7kXzVqa8s4cOApLhb/TGB0EIv+vhD/aP8WjxUFkfsm34dM9KzQvjz4ZUO/gIREfa+t5LJjyFpByLBHEUQ5gQPupeT4y812pIkDAkn5bCFnsgz88fWDfPvtCKIikxk/4RW02o6vzv8voLh4H3tS7+fLmdMY10nyAFDGeYoVbJ0gkOti+/KP9JNUFVfhF9F21WZPweV2UVJdQkl1635EbSHjmxNMU4Sz5pNPeP71J3n+uT/xzht/YP/RGioRCRkXg3eId5fO7S02X+R65FMEtMFj6D/yCJnnLPR3u0np4yYmNA6T1YTGrsXfvyHX6uVyuW4BPuns+F0ikPrwFYDRZmRHiR3f4mr6KPUkDojndEUtF8ZHMzImmpNFJ7E7W7b+rHV2nEBsdhfrdhWQdclGuV3CrFUSkTyYIJnIjaNuxOlycqkwG/vhwzzx2BPsePtNHnp8L3//yyhCAn/dyc3HXtjLq2M6txOw53t2Yaq4rnXRTwgL49MZ07hv570kTf+U8PD2vQ5+7aiszODAwT9TUZFOaHwo171yLT4hbXePzxsyj9jAWICG6pbWYNGfpLb8CNrgsah8+uETNZuawpYlcoYkBLDpo/nkFtXwx9cPsWbNJIKDhzN+/Cv4+7feBPp/BcXF+9izaymfd5E84LIdSH7nRBBfHz2Oxz/Yy7znF3Vp3KuF2spaLnx5nL/1GcjM3z+G68gRqos8gqi/WfYot+atw+50s2JzDhkni6h0C7h81ESMiUam6FiBrFZsuXDHaSnFZa/CJ3Q0XjML2Z/nILRfPJWFucRoZQz2leF2GBEVHuKSJOl+rgaB7Ny5czgwCsCUdZpd2mxkXnKsQiBGhZajF8x4m9xER7jJObUfWa2DWrsDZZgP8isMmmwt1H07XG5OnzdwKruaGhuYXAKVNjeVLje+iRF4DfTCH+q3XkyJn8LQiKG8uuVVNA4J84EDhD/zDKNCwvi3rz9PPn+IuYujWDCj7frqXwop+wpR2mWd3v7Xb/uVMTGenFMXdC0m1pHIvTvuI2n6J0REdKNS7RdEQcE2jh57GZOxiOiRfbjl6ZtQe7dfWhvuG851I64DwGQzsfLwFWZtdUn0y2HIWoHabzCiQodf3xuw6E/iqG19Zdo3yofv355NRaWVv7xxiJ9+WoC3dzSjRj1NdHTLzaK/dhQX/8zuXQ/w+cxpTAjrovOiKHquXTpPIJMjIvBLP87F9ItEDots/wm/AIoO5uM+UMyqxAmoVSp048Zx6dlnwQYV55YTNvLPOCxlULqfe69prKbMLzbx495sKh0iZkRMbgmrALooX/z7BCDKmoasFC2EwGqtTs7k1mBxK6gV9yFpItBbXMxX24ge1xe3qxYksNh2UpIXjyt2CMCEnTt3Dp8xY8bJzrzPThOITCb7jSRJyIuLGXo6i6wAEydjPNsomcHB9Asi0T4hDBwehd0k4bJX43S5OZNdhUHvxuwAtyBgsrjIKK3mHzsU1NRYcQpgdbqxOF0ow7zxG9IXsS6Xoq37uhIjokewcNhCXt3yKjanDZ1NwllejrO8HPWQIUgnT/LWqEm8lXKaF08d5+lHf33d2M+9dYRVyZ2P5zr1etwmE6KXF4rw8FadGtvDxLAwPpmexNJd95E0/WMiIprb+P4aIUkuTp16l3MZn+ByW+mfHM/oW25vosTcFkRB5P4p96OQefJjq46sosZa086zPOXmldnfEDhwKYKoJHDAfZQcf4X2SriD/NV8+EIyNruLV5Yf5ZufHkIUNQwcdD+JiQ/RzZ7eq4bLyWNiV8kDTy+ToFTiMho7lEC/EssnJXH9FylE/rN9jayrjdMrjjHepOKPIz2hYc2wYThKSnDq9Ui1EpLLRln6m4SO+BNuhwmLoXHXGxPhxSO3NN2h2p1uzmYbSD+fj0OS4RBEHG7Q6dQcOF9Nrl2GoJJjc7lxiGCRi3hH+SOIAn5aPyL9Ihh/rhTzjhKKJpQQEuq55qsyRaIzsihU+uOKiEAUxfuA33fmvXaKQDZt2qSSJOk2AK9LlxCsVhIKHVzQSPSvgKklEDFoMKVnz5J9rpD+w2djKj2AXAbD+zeXZv9OcnG2bxAyPB2NKqCjbZFDIoZw29jb+GfKP6m2VKPP0zNC6enerj1+HO2oUVhOesj09wOHsufSJe5/bDdvvDCxxyVMuoqX3z/K2IAQottoGmwL9sJC1IMGoYyN7TKBgGdF99H0ZB7Ydf+vnkRqa0s4dPjvFBXtQOOjZdStQ+if3PmQ0IKhC4gL8oT/ThadZH/2/pYPbIEXTCV70YaMR1PXE+QTPbehh6k9qJQy/v7wOP7+8DhWbMjkrS8+5NSpt4mOnsnYsc/+qr3UL17cw57UZXw6Palb5AE0qCg4Cgq69PwYb2/G+Qdxas1xEm/8dSwM7bV2Try3n6eiB5A8oFHSRDNqFJbjHjvtKEFLZm4lA/pC2ak3CE18HH2mA2vVuVbPq5SLjBgQxIgBzSVh0msc2Ac25tYUNFpIyUQZQ8KHsGP/Nq4p0+GbMIiKzWfJ6+dCGSPgPuNEsFvwLimhKiIC4I60tLQnxowZ02EZ404te9Rq9Tzq5vidkTb+OcrJqmEOlp10sbhMRqBah+R24yuTUVXpwFyehi6k9di+3dU1ZdWhEUNZMn4J/97+b49BFVB2sJDbYjwTgiU9HU1iIg1620BSeDivDBjH/z6+l7T0rnWJ9yT0VVbWp+Tyj/Fdzz3YCz06aKqY7nfXT60jkd277qe4+Odun6+nkZf3Ez+un8n3ayZjU5xiwd/mcdMb13eJPPoE9GHxiMUA1Npr+eLAFy0f2MamwpD5GW6np2TTr+8NKHSdD6Xccc0ADn9/A2vemYOf9gRr1kxmw/pZ5Odv7vS5ehsXL+5mT+oDfDw9ickR3VczaAhfdZFAAN6eOIXcPdnYTD0rktgVlGWUcvbNvXwxZDzJoY3kgSCgSUxscBC9KSqWH7d43rPTUkZZ+r8JHHAPav+uGdkp2rCKnNB3AkfyjyBaXKgBQRTxUemIzZGh2+5CPdWJebYTYVCD4kegyWSa1ZnxO0UgoijeUv+zUXKgDgpA5q3AVnenqQcMwJaVRY3djs5bjuSyIbksyFQtV8CYulAlOy52HLeOvZV/pfyLkprG2LPW5EZbp55qz89HUChQXHGhB2s0fDFpBl8vz+KTVRmdH7wHsfTPu/hL4mjk3TDCqF+9Kfr0TH5nakQEH09PZvfO+7l4cXePnLM7sFgq2LvvCVasHMSBQ08QNlLF7e/exry/zmmxHLcjUMgULJu6DLnouVZWHVnVKAlxBaS6OqyW4LQZqMz+BgBBVBA0aBmC2LWixuEDg1j7n7mc2nArC5OVHD70B1atHMy+fU9itXa8RLu3cPFiKrt3LePj6clM7QHygMsIpLDrYrBKUeSviSPY8+auHnlNXUXW5nM4N2Tzw6QZBGua9rUpo6MRRBF7kafp2FupxFzZmLdw1JZQeuqfBMTfgTZ4TKfH1slaXoQH6gIx283YnXacCrA6nVjPn29wfrS7XQQEqvGJDMApa9xwSJL0P50Zv8Oz165du9RAQ9nDIJ9ByNwyVJUuQpRq1IMHY83MBKDAZSUmsi6cVHECbdCoFs9Z1UlXtPlD5zN70Gxe2/oaFaaKhr87rU7C7Je9FUnClp3d4LN8OUTgzbGTMJ108MTzBzo1fk/hh205yIwC1/ZtX120LdRflMo+fZrstrqDqRERfDg9iT27HvjFSCQr6xvW/Tid1avHU2X/meSHJ3Pb+//D+DvHNSvE6CxuGnUTkXXeMscLj7P3wt62n9DGJWq6tAeL3rOyVHr18fjbdwM6jYLnHxnHmZ/+hw+em4Rc2s3q1WNZv34GWVnfduvcXUVR0S5273qQT2b0HHkgig3ip90hEICb+sXjbXaTd7htKZTeQtry/YwucPPh2EktTqaqukX15ZLtCpOnqrQeTks5pSdfwyd6Pj7Rczs1vm8rxVoj+4zkZKEnhK8N9+GszQyShDUzE/WgQQQrNZSWurA7RYw0mukJgnB93VzfIXSYQCRJWgg01ESG6EKIEWIYr4pDFR+PLTMTyW7H7nZTrLj8rpNAcjVr5rM5XJR2sIxXKVNy/5T7ifaP5vVtr2O0Nu13yd6awYPRTWU9bDk5bUp9/H7QMObKo7j9oe2YalsuM+4N1FqdvPbBMT5JntH+we3AUVwMbo90jLyD2kMdQXJkJMunJ7N71wMUFV2d1V1FxUlStt/JV1/359jJF4kar+P2925j0XPziRrW3FSnKxgSMYTZgz0yGEarkc8PfN72EyTa2IN4oM/8DLfDY6HqEz0ftX/POFtOnxDF5o/mc2rDrVw/U8OZ9Of5+uv+7NhxN3p9+4ZkPYGiol3sSX2Qj6Yn9Rx5AIrQUASVCsnpxFnStd6Ky7EieQYnVhzFae8d46iWYK+18/NLKTzq3Yc/DBjS6nGq+PhmMi23hsfx2erMJn9z2WsoPfkaSu+4ugKNjskvhSrduF1N51GlTInT5Wy8dkXIECUcbjeS3Y7t/HlU/fohs8dSaIwDZZP+JB9RFDtc1dPh5dzl4at6BGuCuVCj5K1sH4y18dgkBTVONUq1hoBzKxgzyPMPtVZloPYf7OmMrMPmA6XoBrVfuhrqE8qyqcs4kHOA7ee2t3iMusxGbELTRhxHQQG6cW3rPc2OjKafty93/u9OXntmAv379n5j0t1/3MEjgxPxU3Y/kS85HDhKSlBERKCMjsZZVtb+kzqIaZGRLJ+WxIOpy0iatpyoqO4T3pUwmy9x4sS/KSjcjMtlJXxwBAuXzSOgT/OCi+7CW+3N/VPuR6hrDPz8wOfUWNqvumoPLnsV+vNfEjzkIRAEggY+QHHaMw2k0l3oNAr+9tBY/vbQWM5k6Xn945Ns3XI9MrmG6Oj5jBjxWK8k3ouKdrIn9Tcsn5ZEcmTPlsoq60KuzpKSVv1sOoNAtZpHBg/h8zd2MeNP3dPJ6ggqiyo5/dEhPhkzmVjvthsAlTExmPc3LdCI9/Hl85zmKtqSy07F2ffxiZpD6IinqDj3YRNP9ZZw7aRQ9m4rIWh4I8EPiRjCuZLGpHxtnpJTssdIN1UTqDShFaz45gj4y5z0DwtoRgJut/sWYH2bA9ehQzuQtLQ0LbDw8r+VGktJt6RzzlaINnYKfv2m4NSMQus9GLmiL+v3TadM79mmOWpLUGibrmDyjCBXts1fSQlJ/CbpN3x18KtWyaOqoJJEWhBkvHgRRVgYgrztMeJ8fPh68kz++txhtqR2PaHXEazccB6pSuKOhJ5rJHMUezSbGvxQehDTo6L4YFoye1IfpKhoZ4+c02qt5MiRl1j9/VjW/DCVatceJt0/hiUf3cHMx6b3CnkICNw/+X78NJ4Fwu7zuzlW0L4/ypU9IK2htvxIg/aQTOVP4ID76CG36CYYkhDIF6/N4Py2O/jnk6NQCbv5Yc0U1qwZR1raS9jtVe2fpAMoLNzO7jrymB7VM7u/y6GoD191o3LwStw3YBDe1Q6y9zZ3NexJFB7JJ/ujI2ycOqtd8hCUShQhIQ336OUIt6vJymv5/1VTtA1D1gqCB/8Wr7ApbY6hVcsJueI6DfcNbxBhtFW5cGfMRK2MQeWTiEk9CWW/uThj5uKmmmjtKVzWprtAQRCu3b9/f9sihXXoEIGYzeZFQIPDUaYhk60VW5GUEg5VMTk5Nmw2iVGjtA3ubqJiMl9uvaxL+rIY/SV9LUWy1jstg7yCeHTmo4T7hvPK5lfI0+e1emzJ9mwe7tc81+Gs8ORI5B0Qd9MpFKyePoe1K3N557PeCQ+UVNTy9qen+HJap4oc2kV9HkTRCwQCMOMyEiksbJnE24PVqufIkRf4fs14vls9hkvV60i8MZ67PlrCgmfmETOm+1VkbWHukLkkRiUCUFJTwqojqzr83A5yCJVZKxpWi9qgkXhH9ez/+UosnBbLhg/mcX7bEp5cGofVuI5vvx3NDz9MIC3tJazWzvdWgIc89qQ+1GvkAaCsO293Ss9bwrfTZ3F69XEs1Zb2D+4Czqw9hTMln43T56BpZ2EKnrlHcrlwtmCfuSxuEF982zrZ2Y25lJx4BYVXNCHDHkWubr1oZHiQDOtl71m4bK41HYnHS+0RTRVFGDVKi8UikZtrJ8wvF28NxCi2Ibc2Cal5OxyO+e2+QTqeA2kIX0mSRJYpi+jAaAorC3HKPGq3FRVO0tMtTJzohZ+fhxwqaxez7VD9m2ocat0hA14thK8UMgWLhi3ivkn3sfbEWr5N+xa7q/X8hKXaQpxN3nIlk9uNs7ISeRt2mldi+eRkKk5YeOKFnk+u3/5oCq+NndhQKdZTaGeItYMAACAASURBVNiB9NLNDh4SeS85iZ9Tf0thYUqHnlNdnc2+fU/y3erRrF49npKaDQy9ri9LPrqDa19cyIDpA65K71xcUBw3jfI4wjndTpbvWd7j3tgAbpeVinPLGwQ4/eNuQekd2+PjXAlRhDsXD2T75wvJ3HoHj98Tg938I9+vHsv3q8ewf/9T1NR0LMFcWJjCntTf8sG0qczoxetJUU8gLazMuwMvpZLXx05g56vbevS8AIeX76N/vp0vJiV1+Dny4GBcBkOLKhEKUURdI1JZ09w0rx6Sy07lhVVU5a0jcOBSfPssbDE3snhyGNL55iRVmS7gzbUA+PvLmDjRi1OnLOj1nrChVmXGbi5E6xOFF1lNdtx1Yax20e4tvHXrVp0kSQvqfz9/sRy7S0a+Id8zoKtxJ+FwSOzbZ6J/fxXx8SoUigD2nKivb/awYm6xiVxlU5lrQRCY3G8yj816jHJTOf/Y9g/y9e3LG+StPcvTCUNbfdxVXY3Mv+US4tbw3Kix9K/1Zcnvd3RFHaRFPPbSXib4h/V4LBkab0J5cDCCqvfkw2dFR/PetCT2pD7UKonk529l+/a7WLlqCBs2zsfIXsbcMYQ7P17CNS8sYODMgQ3qAlcDOqWO3yb/tkEocfXR1W3uZrsLW00OVbk/ACCIcoIHP4R4FU2m5DKRu68fxLZPF3B+2xKef2QgOsXPbNwwh29WDWHnjnta/d95yOMh3p+WxMxe2s0CnoKPAE+YsqcJBGB2VBRT/II5+HErjaGdhNvtZver21ksBPLSiM6V2cr9/HBVV7f6+O9jh/D2R627MNbDbsyj9MQ/cNoMhCQ+ji50IleGSJNjVFj0ZsCjsoAbHHmDUSr8SUhQ0a+fin37TDgvq3x1uuR1CucFSJKLGn1jvkUQhEUdCWO1uxxWKpXToTHJYDPEIF0YidNyHsEnB5s5E5XL2sTW8/DhWgYNUjNhgo59+xbzw4507r3P84a/O2RAO8qTRJOJMib0ncC42HEcLzzOv1L+1WHDFmOZkYFWeZsrerfJhMynbTG9lrBs4GCiCnQsvn8T3743B203Skd/2JZDRnolm+df0+VztAVnaalnhSOKKCIi2nV26w7qSeSh1IeYkvQfgoNHcu7c5xRd3EJNdQFKjZqwwSHMuieZkPhfVnlWQGDplKUEeXl2oCeLTpJytmO7pwZI4O5oDKsONQWbUfsNRBMwDLkmmMCBSyk//R+661bZWYgi3DAnnhvmeHSWjqSX8tmaTPYdeYzdu234+vQhMmoeAwfeTXn5cfbu+R3vTUtiVi+SB4AiMhIEwVOB1YNFH5fj3+MnMf2n9eQdyiV2fNdL5e1WO7tfTuHp/sOYH9X5XivRxwe3qfViCm+lEpVepKjURFRoe2oUEubSA9SWH8ErbCohwx7FXHaI2rJDSJKLBWODOfJDIVKgDlEQKTvqIki3mIkTdVRVuUhLa+qL5HJZSTurpUgfSl5JPDb3SOITqhgW1HCczmazJQNtSix0ZGacd/kvBoMMnVaLsWYI6IfgFVWMLfZFhOpg3JVhOA0x+GoncO6clT59lCxaFMzWDfEIgsh3qZeojg8hROPHlPgpRPlHcbTgKG/tfKvTuvhF686xon/bKwK31Yqo7ppf9YI+MQSr1Fy3dBNfvjWLsKDOrySzC6r5xwfHSJl/bZdeQ0cgOZ04ystRhIaijIzsVQIBmB0dzX+SpvCb1N8gyuX4hQfQd3okA2dMQKn7dUjEACwYtoCR0R6JC4PZwMd7P263JLdnIKE/9xHhY55DpvJHGzQKn+h51BT+st3lY4eFMnaYJ2xcZbTz1boMfkpdzdq1H+J0Ovlg2jRm9zJ5QB2BAM6yMiRX7/nt/Dh7HtNWricgNhCf0M4vIs0GM3tf38F7YyYyMqhrJfKiVovb2nqICuAPCYn87cM0XvtbxxxCJbcTY/EujJd2owseQ+CgB3CYCjGV/MyDycH882AJDAehIoFFNwaRnm6lsNAOSFjMRwkPLiEmtIT+UUVkFPbncMbtAISFKTAYmlUlzqO7BCIIQhMCcTqlhkS5XchCCL+IVieHsEqgErfzDIasdYjmQAy5QWTnJTB54nS+37QDc9Qolk6dhcVuYX/2fjamb+zQh3YlLh4q4DptSLtd3JLD0a2wztjQUN4fn8wdv0vh/VeS6N+34+Ewq9XJnY9v58Mp0/HqgZLdtuC8dAlFaGizzvvewojgYORyGXd8dMdVGa+zGBw+mBtGekT2XG4X7+9+H5Ot82W1nphw56upXA4j5WffJ2zEn0AQ8Y+7CbsxF2vVL6t+UA8/byUP35nIw3d6CgsGzPmKET3YR9QW6q9Rx6VLvTqOj1LJp1OSufe1FBa9dl2H5dEBKgsrOfzOHlZNmU5sFyIY9RCUSiRH27JSSlFkjBjMlj1FzEvqRN5JcmMuO4y57DAKXQTeUXMYHKNhiWM7R3ccY0HSXDZu3ILcXUR0sJ4+oZdIHu3R1apHsP95TucWIAl9EASahLeg+dzfEtqcgX/++ef+QJNuvIEDqxEEcLktCH03otA1PYUoFwkYpMZvjJmhNzhIutvM+Uvr2LzzDIXn4NV/vcvXe75uYhnaGTjtTjhSwm1Rse0f7HY3WDl2Ff18fVmVPJvf/mkPh0+27U98Oa5/aDOPDhrOsMCuSW50Bo66ZqyrRSBfnDuHf1hHZS+vLgK9Avlt8m89cWDgu6PfNXGX6yw6GcFqgK06i8qc1Z5fBJGgwb9tVdLnl0ZclB9fZ2a2f2APoIFAeqCBsD2MCA7mDwOHkfJCx3d/JRklpL29h/XT53SLPMCjPdWRC+jmqL7s3FzcpDu9M3CYi7lw7GuWv/cmmRl2zh44S2X5Ol58zMgLD1ey9NpSZo8Xm5AHQIg/TB66GbfbhijCoEHNdiADduzY0Xo3Nu3sQFwuVzMGCg8XOX22BKnvtyj6eBJESpnSY/noE4pGoUEukyMX5VSYKth3aBfz4qIJl8czaeZfWLmynOyNKTiEPARVJS6VHpm/iYhRge32hQBkfXWCD+IT2z0OQJDJeqRRKUSrZe2s+dz48hb++PBI5kxpe6t/3592McEnjFv6xbd5XE+hgUDCw9s5smew5WIRUdO7J8PSG1DKlDw8/WG8VJ548pG8I53Pe1yB7nRz1BRuReUTjzZ4NDKlDyFDH6bk+CtI7g6LnV4VzEmKZstPBTw+svdVbeuv0Z7oQO8I7uzfnzM1lfz8VipTfz+tzWML0wrI+u4EW2fP77moQQeLRp6KTeT5fx/npafaT9RbrU627C/lYrkaU60/leYgaq0JRPaZy+23B3PB+hL2IDtH0nYxZfx41P6DkdxOJMmJ5LTgqLfsdtuZNeYSFvt3FBsXEh7e/LXKZLK5wHutvZb2ZuwmtcCSJFFcLCNIvQX1UDUKdQIyUYYkSVTWVnKq6FQT33NbRjk3xqmYPWsGy9/7iNWrq7j77hC++mo+ZnNjzqPWUELeis1IsgpQVuOSVyJ6Wwgf6d/E6rFgxwVu14Ti38G8hqBUIrWRxOoMfJRKNsxZwOJ3NmMyO7hhbstOgM++dQSpXOLZpLE9Mm5HUH8zyoOCEOTyHiHNtlBQXcOEGc17b35p3Df5PmICPD0lxVXFfLLvk27nPbr7bH3mJyh0ESi04Si9+xLY/24qMj7u1ll7GndfP5D3V6T3+jiCStVYgVXa8d18d/HqmPHcnrqD4yuPMvL20S0ek/3zBS5uPEfK3IWouhm1qIfkcCB20KohUK1mojuEVT/mcNvixrklv9hIyv5yyqtUWGw+mKx+mCwR+AU+4rFIFkHtDYFhInfeGcDKlZXk2zK4bskDrFr/MRd/2s61ExrDk4IoR6YKQOXTFxCQJBcLp1lJ3b+FoqLJREW5m/SR4MmDdJ5A9u/fr7Hb7UngIY4DB7SUlnqj0ei41pVCxfpcUvq6McY0zzHYDLWEVJi4Z7IfISGxOGovERFs5+jhEr77TuCeewL59FM9FouHRLTaMOL73tvkHFarnosbt5HvuIAkM+ESq4gxVrN4eMsXQEsQ1GqkdpJYnYFaLmfDvIVc/9kmzLVO7ry+aUf5BytOc+JwOT/OWdDKGXoHDTejKCIPDe3xBq3LsSU/H7VW+atKmIPH32N8X0/DlMVu4Z1d7/RMv0c38+5up4Xy0/8hbPTfEGVqdGGTsZsLW7XC/SUQ4KtGp1aQWlTEtN7s/wgLa2godl5FAgFYOW0mc7b8REbAWQbOayqdfn57JhXbL7Bt7sJuqWNfCbfV2imNukURffjz3qMcyczH6fbDbPNCEkYSEroAtToAUQE+XpcJEtZBqxW5555AVq40cKmkAEWCi3JjOVGDBnD4UgH5KWVcl+hFdKgWye3EaSlraHrNvWCDEyIDtHFsqorj6NEagoONTJ7cMG/O2LRpk2rBggUt3kytflp2u30adUaAZ87o0Osjkcl8qCo8S2RlCWNi4rkvS6TPERPUbSbsNVa0uQau93Ly2OwQ/L2UeIVPxVy6n9GD/TAbD2EwOFm7toqlSwNRKFoPEKjVgfSLu42hA/7GsPjXGBG3HMnVuUSfzNsbVw/tQOqhFEXWz1vId99l8dE3jTXc32zMYs36HH6Y3aEGzh6Fq7oaye5puFR00+inPazMyiJk0K/L9Ghk9MiGZkFJkvjg5w+aSP13Bz1Rt+WoLUZ/7sOGeLh/3C1oAob1wJl7DuNGhPLV+fO9OoaizrbZbbHgqum+DllnsWnOfIq3Z5FzmdzJuZ/OYNiRzZZ5PUseUNdG0I7cyZUw2oPwCf2MgPB/Ex37An1ilqBWty7vo1QKLF0ayJo1VVRWuqgyphEQ68fe7L0kJSQh1ynR9w/hw1wnqw4YKNV7iMHthrRUM4E/iwwITiDKUEx53hlkMl8MhijOnm0QHtFpNJpWHeba+sTmAbjMZoad/wlXRTYGg5NR4jEkpxNBqcRfruA+sxf9tlcQXWbiVm8nT04LYFyChyO1waOxGNKR3E40ajlymSdnUlzsYOvWGu67L7BTKuTlUueSkDI/P9y9cKHKBIEf5y1kw/o83vvqNBt25rH8izNsnLsQWQ/JqncKktRQUy/vpLd6Z3G0vIyBc3pGcbYnEOEXwQNTH2jYdq85voZTRafaeVbH0FEtrI6gtuI4VXnrPL8IIkFDHkKh673Vfmdx702DOFzWu3mJ+muzt/o/2h1fFNk2byEXfjhF/pE8zqxPx7gvn01zF/SKKIKruhqZX8cFWt2AXup40Y0owtKlQWzaVENJiSev5haNyBQynC4nZy+dbShll4X7kBkRwLs5Tr5KM7F1dQVj8nX4iApPqN/lYrTsGHq9k9qKQvpm7MRV29AT0mo1Vluf20wAbX4+cVRyD18SbfmGWbIsoK7CoA5DvDUsHetFYmxjvE+hDUOuCcVa2bhKl8saY/NZWTZOnrRw220dF8/zDpnDjwUdq94SFApkPj44Db1jyCMC6+YuYNUPmTz9zwP8NG9Rj8VOuwJHucdlUdGLBJJdXY3D7f7FmwTr4afx4w+z/oBG4elzPZR7iE3pm3p0jJ4kker8DdSWHwFAlKkJGfYIMmX3Kn16ChOGh2F3ucg3Gts/uItoIJDyX84RVC2Xs23eQg5/coCinVlsnNM75AHg1OuR+fkhKDomzb42rwjvsI5HMG6/PYCjR81kZ18WXRIa59jTxaeJ8IsgxLvxfhVDvMgO9kKyNDaZ1y++ZovnibB8z33SZwwVitHm59c/PrO119DiZ7dr1y4/8LiMSCoV1U6RLcIkChUzyXTWlW9eRiBSeNMmQJnKH13oJGoKmpbPuVxNhzt40Izd7mb69I5t8yKi55JS3jGhtPp4a2+udtbn5SJTi0SGe/NJZvuSBL2J+puyN3cgy0+fJii249pivQmlXMkjMx4hUOdZseVU5PDpvk+vUrNgVyFRkfExdmMeAHJ1MMFDH0YQfx35pMHxgSw/3XteI4o6YdNfagdSj+XnM/AO9sYpF9iYl9dr4zjLykAQOiToCrBLbycistW5uglmz/amttbN4cNNO8yvvPw3n97M1ISp+GubRm9y/C87sI5AMpy+FCuSSBMHYnK4kRp76IalpKS0WLffIoGIojip/rFyTSifKZeRq5oF8mB+dM+k9jIDkwyHif5jGhPpCl0UXmFT6rbrl4tzgdPVfIW+Zk0Vw4drGDCgY5VVVVLHVmyKyEjcZnObWjTdwddZ53kn6xRbPruGjR8tYnNFAe+dvTpGPy2h/qZUdPBi7Qp2FF8kfnrPSdF3FYIgsGzqMvoGeUqJDWYDb+98u03hzV8LJJedstNv4bJ51HJVPvEEDXqA3pB/7yxuXZjAjotFvXb++om0Xin7l8CbZ9JZXVbAvOcWMffFa3jx7AlWZmX1yliu6mrctbUoO6iBV9UsPd4yBg9WM2iQhrVrm8vBu51N66Lckpu1x9cyJX5KgxMnQEmCkhP1zbWiiNnpZr00H+QhnFDdyOfKByhXN8wlMoVC0WKrfIsE4na7J9X/7BvhhdbbjE4nIzZWiV2dyFZXvGd173ZjjHfjrVMCArrQSSh1kVTnb4ArpEmyC2sQ5QOajSVJ8PHHFdx6qz/+/u2HgGzyUAwdqKxSxsRgL+gdf4//nEtn5aXzbP78GtRqOaII6z9awI+lOXyc8cvsROpvSpmfH0IvdL5XWK1UW23ETWi5fPlq4raxtzG6j6caz+qw8ubON6m29MJCQaJXJKxctirK0t9CcnlCD9rgMfj365QVda/gpvnxGCwWKnuwcrEegkrVoEvXkrz51cC7586wsjiPeX9fBCLI1XLmvXwt/8nP4N0zZ3p+QEnCXljY4P/eFsotFuyy9vu4AgLk3HyzP598UtFij6Ja3hdTedPCIbfkZsOpDUQHRDMxbiICAnKdkj0hkqf+SRDY5k7ArhpIbKwSrVZE4+fAN6IxJSFJ0uSWXk+LBCIIQpODEwdeQO46TF5eDQMGqMlWDkEQRdI0RsZO80UTMBTvyBlYq85hLjvU4hs/nmHB1294i4+ZTG5WrjSwbFlQu303YdGL+S63/VWSql+/XtGF+kvaIfZaLrHxo0VNOjvlMpENHy9iRcF5VmT1bjVLS2hY1QlCpyTsO4r309MJiPC7KhLsbWH+0PnMHuRxnXNLbt5NfZdCQ/d8tX8J2E35lJ99v2Gh5RM9F++o3nfTawsyUSAuyo8P0nu+J0QeHNxYwvsL7EA+z8zk0/ws5j2/sMk1LMpF5jx/Daurivhr2uEeH9eem4uyDWvteqzKvUh4zPVtHiOTCTz4YBArVhia9NFdjqCAMVRmm1t87GDOQTJLM5kxcAZDIoZQOdKHNVI1giCQrRpKQoKa3FwjetMZAqObqjdcyQn1aDYdpKWlKYBxAJLDjM6exsiwFB66bj1L571KkPxt+g2y811lBePvnYwuZBx280WMF3c0bMtbQo3ZB1FsvW8xK8tGZqaN665ru2ohMHA4p01tCy8KSiXKvn2x9mBZogTctXsHllAn37w1p0WiU8pFNn+yiPezTrMuN6f5Ab2Iy2/K3iCQjQX5xE1L6PHzdgYT4yZy8+ibG37/8uCXnC7+5cKG3YVFfxJD1tcNvwf0uw1dSMdE9XoLNy+MZ2Nhz+/cG/ohJOmqE8jqnGzeyjrDgheuQZS1cOOKMO2vczmmtXFXas84b9bDlpWFqm/fdp1RM8xu/P0Ht3nMDTf4ceaMhQsXWu9vkslUCFZdq48bzAZ2ZOyguKqYcX3HIdw8ic8rKvCOFThT+TmOYf9EnPwNx8WtpJWnUduoITdx165dzd5Es0/TZDKNoK7/wzftBMqKXNS6QJRe0fSLj2HaRAWDfc9hdkXw3goV3/5wEnNN+1vS8ur2S3DXr69iyBA1/fu3LYBoFtpWxlUlJCCIIrYeIhCT3c6CLRsZPz2Ufz/dIhE3QK2Ws/HjRbyafoydRb0XT74Sks2G2+xZefQ0gVRarVTU1tL/F8x/JEYmsnTy0gZP8x9P/sju87t/sdfTUzAW76I6v05UVBAIHPgA6nYmkt7EXdcPpNRspsres/mk+mvSZTQ29CxdDaQUFfLiqePMf35Ru4KK4x+ainV4EHM2baS2h9QcrJmZCHI5qoS2F19mWp/0AQYN8syLGzd2IFRrab8UuKK6gq0/HeToFhcOMYRov2PET7CSMCCC6IBoAn0CMZTnEnLsZP1TdDKZrJmGVDMCqY91yYqKCC4pw7bXhNNSjrEqn7MHs8j/8jwjav2wFzjpO+hW0rL/xHOfzuPd7yM5nN6yxk+t1UmJIbbdN+V2w6ef6rnnnkBUqtaTilap7YS7dvhwbBcu4LZ039oyo7KShSk/8cdHRvC/d7ZuXnU5/LyVrFu+gKeO7OfoVaw4qS9ZlvewgON76ekEhPtdVTOoyxEfHM//TvvfBmOo3ed3s+7Euqsy9tWo6qrK/aHBU10Q5YQMfQSVzy+Ta1LKReIifXnvVM/00tSjgUB6qay+JRwuLeXxwweY+/cFKLUdywsOvj6RPrcNZ9amDZyv7Jot8OVwm83YcnLQJLat32el9TlNrRa5664APvtM3yGTO8nYxyM62wKqcs1UHvTHmDITv7LnSBqyFClX4sb/j73zjo+i3P7/e2d7ye4mm94TUiDU0DsiIE3Fgtjbtber14JXxX69iF57w+u1914QgYA06SAQakJN730323f298eGTUJ6AfH78/N68QJ2Zp6ZnZ15znPO+ZzP8RhJXZpF1c5D5JbnUm4uZ8w+C2ElZQgNjb9EUWyxem4xI5yIdSlFK2VaG4RLObDaRdVXHpJ2KEgNSsBVXIxHFKmt9WAyyVBqxlJefxPfbbqLJ95J4eOfXThdjd/025W1GILmdvzNgcJCF1u31jNvXtseiwMVbd5HiQT10KFYd+3q1PnawydHDnHHjvV88so0zh7TtaKv8GANn796DjdvWMvhmpZsiVOBEy+ntJc9kB9yc0ia2pIAcToQHRjNPVPuQSHzTQC78nfx0ZaPTsu5e7MGpIMzUZn9PrZK32pPIlUSOvAfyLW938GyM7hiTjJLcnN6dcwTi5pTVZd1Mg7X1HDjb+s4+6Fz0Bi71ssnOj2Gsf+cxjWb1/H5ke4rOZ+AbfduNEOHtrndKYq42jEgl14ayKZN9RQVdU6EMyr4Eoq2Nc45HpeH4q31lGfEoDp0L4H2uzFqziI0VEZVlRvRK+IqKWFiaAL3HVdyxUYPfTLtOJRSsr02xIYwVmuJ9NaWlGMA3FEyQmerCZ0gYrLJiHDJETQaBK0Wd3k5ZlFLdradvn0bv7hKFQ6KKzha+TT/fGMQr3wmUFRu53hxVLv5j5OxdGkdffuqSE5uPZSl0MSR1caDqOzTB1lQENYdOzp9vpMhArduWsdKewEZH55PTETnBNFORlKskTefnsjlv2ZQ3gveUEc4FR5IcX091TYbqRNPvwEJ14fzwLQH0Cp97n12aTZvrXury83HeoLTZ0NEyg+8iaPWRykV5DrCBt+PTH36izavmtOXcquVMqu14507iRPP5OnwQEqtVuauymD83WdhjOh8JXhT6EJ1nPPs+fyvKpdbN/7Wo+up374dWWgoivj4VrcfqKxEqW090Z6a6psHly3rvKKGICiQVEdjrbJRuMZO2dJ+RNgWEaK4AZWykemVkqLi8GEHdW4V7rIyhIAABLWavqKcZJeCnweL/DxOw/FgXyGkRCIZ2+JcTf+zfv36ECAKwCkG4PZ4EWRqRKsHQaNBEROD4/Bh6t1uyjyNLR5bqncI6APnUu16jEdfN1JTV4a1vvP5CLfby6efVnHNNSak0pahLK2+L/urW7+h2rFjcRw50u1EXU5dHTOW/8TIaWF8+PzZrZ6/Kxg1KJxH7x7OecuWYj/FKrmeBpf7hOJpb+DF3bsJiQs+7ewrk87EA+c8gF7to37mVubyyq+v4PKcWVLovQmvx0nZ3pdxWnxJbKnCSNjg+ciUvfd7dgYyqUC/hCBezszseOdOQtrwTLp7ISzUHqxuN7OWLWXotSMJTe6Z8RUEgQnzp1CXbuLsX5aQ301dPXdZGY6jR9GNaz1/mlVrRmdoqW4tk0m45pogPvmkqkWzp/ZQZ8nGXFtK3vcmoiTPEmG8gpNf4KZzdjlx2NxuHIcOoYiNRVCrUbtE1HI1Ho8HndS/gI5psBF+NBtVFMUh/v/IQ8i39qeyWkGoOgyZyYS9oenMTrsaWUB/AEpLXYSFtV2qn5ZUy4v36zl70Gu46h6j3tK5op0DB+yUlrqYMqVllXpAQALHrS0TcRKlEu3o0VjWr+/UOU7G4qwD3LpjHW8/P4m/ze09ufI5UxK5am4qM5f93HborRdwwoBIDYZO9yHoCCvy8+g7q3+vjNVZBGoCmX/OfIK0vkmnqKaIF1a9gM116r24Pxqi20rZnhdwWRsk+lUmQofMR6rs3kq6u7jxsjSW5eX2ylgSmcwvKug5hQZEBM5ZuoSkmWnEjYjvtXFTZqUx+B8TuWzjGt7uZp2XZf16tGPGtFqjdaTeicHQ0gM555wACgpcZGV1ri6nzpLN0YrHsMa8TtpVBjShbbO1IiPl/pCYoBvEDrsv2mPPzkYWGko/tQmtTc4A5QBCNI02QxTFZongZrOMRCJplukRVakcKg1nncLCL+YcMgxuvpVb2CxtjM0WFbmIjm7dgFjrPuOKGb4pc8Z4E8/cJTAq+UVqyx7Bbu84ufzVV9XMnq0nIKA5e0Kni6TM3tKA6MaMAVGkflvX+NzVdjtz16zgeGAdyz88j4To3u+2d+fVAxkxIpRLV506GW/PiVyLIPiMSA+RWVGBzeMhbnjHhVC9BaPayPzp8/36PWXmMp5f+Txm+6nTaDrT4HHWUZr5HG57g76ZOoywwfORKk5fF8g5UxKxul3s74WQkzQw0L/k9ZzCfOAFK5YRMDCcfqdgwWOIMDBt4XksEWq5cNWKLrPUtgXPCQAAIABJREFU6rf66uO0o0e32FZud6HRNC8iNBikTJ+u56uvOja4NnsZ2UWPUBfyMn3mCoQP9oULg8dZKa74sdVjoqLkzXIq++Qx7JLXc9zg4VDtMUrUDoZ4wkk1NQ9dn2wjTvZA/BrTXlFEYdtBQHA5RRNi+H2Ejk3pMvaO01HaJ58TGu5Wq4hG03K167AXMKrfdiJC1M0+n3tOGC/cJyfO8AilhQsRxbZ/iLIyN1u3Wpkzp/mLI5NpcIgnuXQSCQHTp2Neu7ZLNMEPDmdx+caVLHhwGIvmt/xxexPPPTgWr9HL/Vs2nZLx3U1eTllgz9un/mf3LiLTTk+XQwCD2sD86fMJ1/vk4istlTyX8Rw11tNDQmgNpy0HchI8jmpKM5/H7fBN4HJNBGFD5p9W8cVRg8N5YXfPyShNFWlPlQG5c9MGqvRSRv1tzCkZ/wSG3zyGqGuHct7qFbzfhTbAXocDy/r16KdPbxHzdyFpkSO+4AIDmzbVU1nZdthbFJ1k5T5DobCA1CvkRI9qroOnCVJCxBZstpYqyyqVgN0uNozjJm14HulXaEm4QErixTqS50aTq6lgR+kOxCbUr6Y2AtrxQAIcq4gLqkTtLOFI2RGiAqMwanwPQkCyB7O4vMlxLb4awZo3uHhq6ysmQYDbLoti0d/NUH8r5SWftnmTliypZfRoLaGhzW+w5yTtIM2IEciCgjBnZLQ5VlPkms1ctGY5h411LP/oPIb0Oz0igV+9MoNtNSW8fQp0s5q+nNJeMCBbS0oYfPGpb3MKPs/jwekPEmHwGaxqazWLMhZRafljZC/OBLht5ZTuXuQv0JVrIgkb8uBp80TuvzGdTUXFPR6n6bN4KrTpXtu3l4015Ux98JxeH7s1BCeHMGXhefwgr+G8lSso6GRupC4jA1lICJphzZvieb3N57LwcDkjRmhZurTte5VT+DEHym8l8dJ6ks6JbHO/iHFKSh3vwEnB86YR7gDFMiYN9W2XKgORayJx1B3hcFUxFYoKVhWt8u/bpgfSUGXoU+B1VROid+JxVCNpYLwcKTtCWECYT9VRAoQcBECnE1qU1Uscz3HX5R1LGOt1Cp66M5arZ2yhLP8WzHUt8yNms4e1a80tK9SbrgwFAeOcOZhXr+6wUY1bFHnw9y3cf2ATL/17HM/cf3orfwUBfn7nXN4+uJ81vVxoKNbX4/V4ALrUh6A1fH7oEAq1gqDYU5/ADdQE8uCMRuNRY61h0YpFlJv/ONlv4JToYHUVblsZpZnP4XH4Fgd+I3IaciKDUoNRq2V820Mqq6zhWfQ6nYi9yOwCyMjPZ3H2AWaeJFFyyiGB9L+NIvnvY7hm50bmb9/aYX7TU1ODZe1ajHPmNFt1n1xrdMEFBlavNmNpRXGjti6b3UdvQTdiGwMujUWh6ri+JWa2k7yK15t9ZrN5Uat9Nywt3kdwkioDkalCcNT5Gm65PCK11lpcShc1dv/idMBXX33lzyn4b7lUKk0BHxk5z1bI98dq2FlopcbZ+Ktkl2aTEJyARqHBG1iK01VFVJSiWSxNcL3CnZfWNtOJ6gijB5t4c0EEkfqnyTv+TIvtK1aYSU9XEx7eaJSa3nTdhAlIjUZqly5t9zyfHT3MBeuWMea8ML5+czpxkV3rFtZb0OsUfP7yOdy96TdyerPhldeL2NDPoac5kP8ePED8uI41fHoKk87EP2f80x+2qrZW8+yKZymtO70tT1vFHy+QC4DLWkJpZlNPJIKwIf9EpurdgtHWMGdaIm8f7JnQ4Ilnsbe9j6O1tdyzaQPnPDyjUxPpqYA+TM/Ex6ZTNiaYqRlL+eJo+8a29uefkQYHN2NkNX3MIiPlDBqkZsWKlvPCvsNPU8QzDLkhguCUzv/2UrmU0OklFFb/z/9ZUZGLqCg5TkcFSVHlCHItCl0cjtpGtqxekCKrqyfaVoUG/2JXHRER4Z8Y/LO8x+PxuyaFtjpylQH84BA4WOlhpMuDstaX0d+Vt4thccMwRGuxuLYTGSmnuNgFiCg8i/j7vFJMhvalSNrCfdcm8tD1leQduZLamsZKWLPZw2+/1TN7ti/+K4pOZBKfARE0GowXXUTtkiWIbbiSvxUXcdG65eSE17Hk/dlcMC2hW9fXm0hNDOSZ+0ZzccayXqX3nnhJe2JAKu128mrrGHxB6+KXvYVwfTgPz3jYnzCvtFSycPnCM8N4wBnhgZyAy1pCye5nG3Mi6jDChjx0yutEHrgxnWM1tT1S6PUbkF5sVmV1u7koYzmjbhiLIeL0kQvaQvz4Pkz812y+UtUy+9cVbCppvbujp66O2iVLMF58MYLalx8WEDkRYjr3XAPr1lmaRXUqq3ay7eAVxJxbTb/zu6dQoApQEDz1OAU1rwMihYVOYmIUqOQ7SY1Xowkeiq1yNwD7Cx18mu0m1uPmvr4CFycZCJI2/nYul8ufB/EbEIlE4v9QIVEgSAQC7B7OTVUyK0nK31OkTLDZUJaZ2Zm3k+Hxw5FpaxAEcDryidQ9yfxr6zHqe7YSSI7T897TyYRpF5FzdKH/84yMOkaO1BIYKKW+vhiTwueNGC+6CNFsxrxqVYuxdleUc/mGVfzoyeGzN6fy8O3DutRC91TjvLMTuHBmH85f0Xtd9Dy94IEs/H0HwTFByFWd66TWHUQHRvPPGf/0U3XLzGUsXLHwjw9bnYTTV43eMdy2Mkp3PetnZ8lUJsLTHzqlFetatZzU+EAW7dzZ7TGEhmexN9tLz/zlZ+InJZ9WhmCHEGDQlcNIf3QKz9Yc4+K1q9jTinS9OSMD0WbDeKFPfdcol2K1lmMyyRg2TMPKlY2T9b5D/6JE+iIjb0vBENEzAoUyQE7k+WUUu/5DvbUEQQCDthpt6Ais5TtZl2XhhR02vqiXclgl46hORWGNLyTu9jTOBU1tRVMD4ue+9dH2QePyMi9UQkBDnEyrkjGlr5p7BqvpV1RC9bECBvQ18fuWL5g+9A1uvliCrDWly27inzcmc/vcQrL3XYHVWkZFhZs9e2xMnarHbM4jViNHmZJCwOTJVH7wAd4mq/gd5WVcvXk1H1gP8fZLE/nPI2NRqTpfCX86seD24ehDFdy9qWfVridw4iUVArofnluam8vAi4Z0vGM3kRSSxD+n/xOD2jexFNUUsXD5wjMyYS45k1YcgNteTumuZ/11IlKFkfAh/zyl2ln33pDOzz2QNultD+SW39bhDlGTPq9teZA/EjKFjKG3jiV1/kQeKc1i3vrV7GrSxtfrdlP14YcETJmCMimJaI0SszmXqVMD2L3bSlWVG6u1mI27riD87FL6z0nqtWsTBIGIaVbsMYtZte4nklIC2Xogj2fWFvOrXIM5RI1U6Zsr3UqBb8sEyiwiFvo0HcNfC+KfVb1er38Pg9rAFCJIDNEiaRCwE6RKkEhRCwrmRclZsamCjAPr+ftVA+mTcCEgIkjVIJEgEeR4RTeix47otvr+uOoRXRZEtwWP04y3HfruCYwcFMwHzwRyz8JbqVNcw6+/Xsadd4bw7L8P0zc4kOAbb6QuIwNHQ5JveUEenxYeISZBy9svT0RzhhqNk/HFK+cw9pJv+PhQNlen9EwypKceyNKcHJAKRA/umvZXZzEoahC3n3U7SpkvzJlbmcsLq144Y+s8ziQP5ATcjipKdy8kdNB9KHSxDbIn8ynb9xr26t5vjDRlTDQIsDw3lxmdaI50Mk40khJ7wYC8d/AgmyrLuOjFzmnr/ZFQaBQMu30cLruLpz75HWnWXm6KT2Z6TAz27GzqVq3CdOONpG3axBbzISZMuJhXXy0jJ/8bSq2fM/rOtA4VhP3nkioIUAWgU+nQKXVoFVo0Cg0ahQaVXIVcKsfh9qUh7C47kgES8nPy2PLTHgol8QyaMAWn24nL48Ijevz7ejweNlXr6R/aSNrwer3+1UrTGdb/ZAiCANoRZJftI0b5O3KZ7yWqrBP5bbeJA7nJjBhzLRFpX/L+7oMM3LeBmUOa00YFqQpBoUcq1yNVBCBXhyI1JCNVBiFVBiLIND5D47HjcVTjdtb4/nZU4bFX4rZX4nHWoFRIeevxQbz80df89MM2rrnmA1SKY0y66y5Eq5WKr7/m1QN7yLRVMiTdxAcPTUYqnFmrxo4gkwp8/9Yspl//E0ODQ+jfAykSfxK9mx7Ii3sySRh3alazYxLHcMO4G/yqutml2bzy6ytnbIW5z3icmc+Sx1lH6e5FhA68B6UhuUGA8R4qs/7XZlO3nuDCcxJ4ccPurhsQiQRB55PC6KkHsreykuczd3Hevy9A8id6x+UqOYNvHI0oirz//V7e3nSEcXoT93wlJbpfPybefjufv/INNTUevvjuH6ji8xl1dWO5hVFtxKQzYdKaCNIGEaQNwqg2YtQYUclUuEQXVqeV6vpqqqxV1NpqqbHWUFBdQJ29DrPd3OIdkxyvYnpUCMbhgxDVc1n+8TdIgg+jirUi1/rMgkSUMFw3nP5hLQozmxuQ9evXh4ii2GLGEXQD2Fcs4Vh2PXlloVTUxCNXxDNmjJYDB+wcle7nsnkzWLLpRw4uLeSemVF+frHosSPa7Lht7VecC3IdMlWw7486FHVgGjJ1GHJNOIJMg9tWjttWxpNPlpGxcg3XXzsHo0lPmcHAnZech1Wo57KL+vCPUe3LJZ/piArT8dw/x3Hlogy2XDQXVQcNaNqCp6EniEShQKJU4nW0LWdwMkqsVnJqa7l87uxunbs9zBwwk0uGXeLv57ErfxdvrXvrjNa2OtPCVydDdFsp3fMfQtJuR20ajESQEdzvFqQKA3UFnauH6iwevHkYQ37+gjKrlVBN59VtBbUaidS3YGiL5NIZWN1uLl+VwdhbJqAJ6pq67pkCQRDoe7GPmHJodwFzV68las52nn77fwQYbFx97RxmXjOYyVOuIzQglLCAMEICQqh31FNcV0xZXRll5jIOlR6iwlJBhaUCi6Nr91QURdR7i7lubBCpQ6bw1dcrOJx7OdNHXsfmzfXYCo4iGg4iDSxlREo4/UNbreo3rFmzxjh58uQaWcOg8W2dMDu3P1k5vs1qjYRRozTs328nJ287uqkeRK+I1hRAjV7Jgu/yuPecUIL17ffraPaFXBacLgtOc06LbYJMjVwTgVwTiVwbydizzmfllgo+/uQzVGo5b3/3IWqhFmd9Aa76ApyWPET3mbma7QxmTYxjw/YiLsxYxrJZ53VrjKYvqVSnw90FA/L4tq2EJYYi68XQnwQJlwy7hJkDZvo/23BkA+9vev+0qup2B16vt0WR15kGr8dJ2b5XMaVcgy5iEkgkBCZdjkwVTNWRz+ktKplOo2BwaghP7tjOGxMndfq4E94H4G941h2cv/wXYscmEpMe0+0xzgRoFBpiAmOYctkUom+LRi/oef7xF/h56U9cefWVnD/1PGo9tezM20lhTSEltSW95qE7LXbCjpZx17mxSGUKvF43I9Pc/PrJLkRxCOPGadm6NQm3tQ9Ywa7PaRKXag5BEBKAXTIAiUSS0Fqst6zMzaFDvlh4nz5K9HqBLVuseDxeJNpjKDRyDhYfpH9EfzILMlGMiOXZlQXcNS6QuPD2O2x1BqLbRnlRFu9+9gOFOTbUEh0PvraYujorRUWVrPzla+ZcMIeAqKnINb4yfretAqclF6c5B4c5B6f5OKK7d4uXTiX+fd8Ypl77I0/u2M7jw0d0+fimL6mg00ErLJBWjwNWFxQwY8GsLp+zLShkCm6ecDPDYhsrb3/M/PG0NYPqDZzhTogPXpHK7A/xOM0Y4s4FICB6GlJlIBUH3+lUvrEzeOzvI7jkzmWIdL5mT9rUgHSziHDB9m3UKL2ce/Wobh3/R0Gr0JIQnEC8KZ44UxxxpjhCdCF48VJaW0puVS5ffPc1JWW1zDn/Au6+6RYev+E2isR6vOEa+kxP7XQjrI5gr6wnqbSaG8/3qairgvpjrz5AkEFOiPEI1dUD2bLFyqBBKurqRI4edZCdHUZiYiEhIS0XlF6vN54TBqThP81QXS2yf3808fEG5HIJBQVOjh5t1E4Rg7MAKKwpZHD0YDILfNLPuuHRvLIhn7vGQkJk94zI/kNVfP9zLvZqEbkNro5NImVcH8Iffpjsn37CUqPh888/YtqUuezP3MzNl8QjyNQoAhJQ6vug1PdBHzMDQa4DvLispTjrjuKoO4q99jCu+kLOKJL/SfjujZmMu/QbJkdEMjGqaxTNph6IoO38/X8tMxONXo0pvneK04xqI38/++8kBPtqbkSvyEdbPvrTtaE9A3PobcBLzfFv8TiqCEq+CiQCmpDhhCkDKd/3Kh5nzym0g1ODCTKoWLx3L7cPHNjxATT3QDzd8EBWFxTw7bGjXPjSxV0+9nRCIpEQZYwiJTSFPiF9SAxJ9BfHmu1mjpQfYf2h9RytOEpORQ42l42s5cep2x/E+jU/cM1lNyHPzubLJcspXbiQ7GPHWPzuXopVUK8ViBgfT2Bs9+SJ7BUWUstruH5mIzFGoYnEVuHTOUuNOsCu3Dl4PAK7dtnQagX69lXhdCrZtw/S04sxGlssGRKgMYkef/LW3Poj5NQdR1I9mZPXG7WOZQQObKTNnhwr1o+I4aW1x1kwK4JQY8fhrJzCOn76JR9zpQev2UuMoOaBhEEoTb7YqcxkImz+fKw7dvDO62+hjn+IoCApF178FkuXLKCsMosFt6Zgrz6AvbpRblmuCUepT0JpTEVlSEEb7qv+FN1WHLWHsddkY6/JwmnJhTMonKLXKXjrqbO4dcFaNlw0F2MrEtBtoekqr+nL2xHeyzpI/8t6hxYZExjD3VPuxqT1GSOby8aba99kX1Hv63/9heYwF63B7agiJO02JFIlSn0fwoc+StnelxsWTj3D7VcN5JV3MjtvQJrkS7oawqq227njt/VM+sfZf1ileVsQJALxpnj6hvclNSyV5NBk1ApfYeCJPMXSvUs5UnaEkrqWRYW7Ps9CUj6Ay+c9jcEgRambzf9efZHHwsMJmz8fFi3i+QYmpd3t5qOMYxzw5lGnlOAwSgkbHYM+tOO6EEetjZiCCq6fE9/mPudNdLHzveVI5L7oQ329SFaWHVF0ERG0G7nTCrRQpYiHdgxIGTkEj3VQdGA3kpxzUXh99FKHqwxZSmYLH1YikTSjPAaNS+Bf32Xzn2uSm8maVNXaWbm+kPICJx6LBI/FQxgK/hadjC5CASeJv8rDwwm9/36sO3ZQ/eWX7Dc7idINITvbwbBhGnJyHmP/wZe5/7nf+M/85g+1y1qCy1ri7zctUwahDOyHytgPdWAaapMvoSW6bThqD2Gr3o+9+kCvvGg9xfhhkVw8ow9zVyxj1XlzOn1cUwMi7WSyMyMvD7voIWVSSpev82Skx6Rzy8Rb/DTdqvoqXv71ZfKr83s89l/oHGyVmZTsWkjowLsb9I2CCU9/hIqDi7FV9qzX+TUX9OXZxb+zpqCAydEdU72bGZAuhrDmrFhO0uQUwvuGd/k6TwWijFH0j+xPWkQaqWGpqOS+xXFVfRU783dysPggB4oPUG1tX4J927t70LnOJm3QnQwdqiEry47BOII9B21UffopQZdfTthDD1H6/PO4y8pQyWTcnNT4btY5nXz9cy7HJAWYVRLqVRK8wQpC0yNR6RoX7KJbRJ2Zxx1Xn1QaIBHwNlkwCwJMGb6TFTuGI5f7lA0EjjJp8HKmjRUpq1VR19KANPNAmml71DvqKbYXExUQhTKuEpfhU2z7x6NyTsFu+AZDn+bSGzXWGoxqY4sbZ5iYxP0v72WEQY+n3ovL4sYgypgcEuFjcmiAdpQYlImJhNx9N+aMDL/OlQUfWSwz08aECTq+/baG1H73cPiwljueXsobj7ZdAOd2VOEu2Uh9yUbAJ0ynCuqPOmiAz6g0GBSPoxpb1V5sVXuxV+//wxLzT949isnbv+fp37fz6LDO5UNEu90Xd5FIkHTSgDyz83eSJiX35FIBmDVgFnOHzvV7pMcqjvHq6leptfW+AutfaB9OSy7FO58idMDdKAJ8Id7QAXdTfexr6vKXdzxAO5g7sw/PrNvRNQMiil1iBD6ybSv1KglnXza8u5fZY2gUGtIi0hgYNZCBUQN9QrKA0+0kqySLfUX72Fe0j+LazisWb3prFyb5HFL7/g2AIUPUrF7tozdbCACvl6rPPsNgNhP+8MOUvfIKzuPHm42hVyi4IbH5+1pitpLxXRFFggeHRopVKWCx1vDSPS3ZqTJlEB5nc1n9iUPcHC34itzK21HLN3DFlLXEhIlIpNFohEKqXVak8mbzSTMDEtt0S645F6/M658I5EYB0tdTsGobMZNb6jaZHWb0an0LA+L1eunrNnC1Ih4UQBdCeNoxYwi68kqqPvrI3yBqf1UVXo2vU+C+fTYuvzyQoCBfY/jk5Js4ckTOrU98z+InOidB7rIW4bIWYS5YiUSQozL2RW0ajNo0CF3ERHQRE/F6PThqDmGr3I21chdu2+mV2vjm9ZlMuPxbZkTHMiIsrOMDvF5Eux1BrUZQdRw+zKquptBs4Yp53X9RFVIFfxv3N0YlNCY5tx7fyrsb3z2jabqdwZ8mBdIKPI4aSnYvJDj1BjShI0EiENjnUhS6GCqzP8Ardu+3eeTWEQz4+VOO1NSQ1IHq8wm9J9HW+UXYlpISvjl6hItfvKRb19cThOnDSI9JZ3D0YFLCUhAkvuhJubmclQdXklmQSXZpNm5P1/XrNrz+O2GqS0hOugaA4GAZkZFy9u3z3RtRnczhmiqSjUZqlyzBXV5O2H33UfXxx/6GVG0hXKPhmtjm9Vuf23Lwntw3CRDkAYiuljU5159bwaNv/pubr3YSGOD73hKJBJXci9SaA/K0prvHAcjWrFmjw+cLNF6MKhyajO+yith3DCNcPRnzvvcJGNB8Relyu1BIW8Yoa9bm81hY1wqPJDIZgZdeinrwYEqffx5nbmNbzfeO5JM45CnApyZZXe2hf38Vv/3mSxwnJV3H4UMebnvyJ956vGt9LLyiy+91cBjk2mg0welogoeiCuyLKrAfgUmX46ovxFrxO9bynb7cySmGyahi4f1juOGF1WyfOw+ltOPKVK/dDmp1s/BBW3hoy2Zi02MQuqCe3BSBmkDumnyXP1nuxctPmT/x4+4fW8hU/4XTD6/HSfmBxegtuQQmzAWJBG3YWOTaKMr3vY7bXtHlMZVKKZNHRvPw1i18NX1Gu/ueeAbFTooxOjwebli7hrE3jUehPT15j3hTPMPihjE0ZiiRRl9vDS9ejlccZ2feTnbl76KopqhH59jw+u+Equb6jQfAgAFqKirclJb6jFF83zv4754beX6kzyjXb9mCq6SEkDvuQJGYSM3XXzeTbOoIFwfF8vWPeVx5SXyzzwWpAtHTkpn3w3oDXuX1fL/uJy45+zABGt9c4xa9OIVITvo1dJs2bVLLgBadlIJ0QYSZwyirK8Oeo4djZxMgDAE5eAovwhrwIZq4xhiaRCJpMVk4650MqRFQhHZ+YpJHRhJ88824SkoofvzxFquWUo+GJEXjiicry06/fo0GBCA55Qaysmzcs3A1Lz/U/eJCV30BtfUF1OYuQaYyoQkehiZkOEp9Eoa4KAxx5+O2lWMt3059+Tac5lNnTOZMSeSHjONcu2YVX0yd3uH+os2GNDCwQw+kzGplb0UFcxfM69Z1pUWkcduk29Apfcl6m9PG4t8Ws6egZ3H2v9Db8FKX9wsuazHBfW/yMRZ1cYQPfZSKA4ux1xzs8ojP3DuGsZd+TYXdTnA7z5mkwQPxdtKAXLZqJaFpEadcJDHeFM/I+JEMjx9OiM7X89vr9XKo9BA7cnfwe97vVNX3vJ0vwOb/7iJIPpuUpGubfd6vn6pZv3OVysQRT/MOrs6cHIqfeALTddcR/sgjVPz3v7iKOxcyUwgC8gIJtRYnBl3z6f9k4tP2AwLbsy9ErjCSV3kN7yzZxNlD1zK0bzlOQlGoW3qaLpcrWOb1ek0nDyaKIt7SEOoPDkFhG4ogNMqzq5RxVB8Yiipqm3/VqparqbM3pwk61hZwY2jnJDEkUin6GTMImDKF6i++aLWn+faycrwBzVlChw7ZOffclppPffveyd49tTz+2m6evKvn/ZHd9krqCjKoK8hAqgxEGzICTegolPpE9LGz0MfOwmUtwVq2lfqyLX6hu97EO/+ezPALvuSLw4e5LLn9fMWJWPOJl7ctzN+8mbCkMFQBnS/8BF9x4KyBs7go/SK/i19UU8Rra15rlXHyF84M2Cp2UbLzX4QMuBO5JgKpQk/Y4PupPv4tdXnL6ErALsSkZki/UB7evIn/Tj67zf26EsL6ODubbEst8+5s36vpLsIN4YxOGM2ohFF+iq0XL0fKj7Dt+Da2527v9fbJOz7eh9oxlrSBt7bYlpKi5Ntvm59P1A4ks6KQwcGN63qxvp7yN95AO2YMYQ88QN2qVZhXrPA3j2sPlwTF8cG3x7j+2sa5WHTbkSob8wl2h8iSTaOQK+L9n9XZx/L9xqHsOrye9IFl6KNFn8RV02sVRZNMKpWaTi4iFASBWNlotJGJyOUSiovdmM2NFxuoPpfKHQcwjfaxKowaI9mljf2Baw+Uc7m7cwkPVVoaQZdfjuPYMYoee6xNuYN3jxXRZ+RLzT47fNiBySQjMFBKdXXzmzlw0CPs2P4PXv/sCHde0Xtqlh5Htd+YyNQhaEPHoA0bg1wTjiF+Dob4OTjNx7GUbqa+dDOiq/vyDU0hkwq89+wUrrw3g2kxMZjaWfWJDQakPQ+kzulkQ1Eh5y+8oEvXoVVouWH8DaTHNIYIt+ds592N7/oF2P7CmQuXtYiSnU9jSr0BTcgwX14k8RKU+iQqs/7XpaLbRfPHMv36H7G63WjakN6RKH2Lz44S6GVWK//6fTvnPDyzVzsL6lV6RieOZkziGOJN8f7Pi2uL2XxsM1uObaHccmrymvt/OoynJJ5ltW3AAAAgAElEQVThIx5ssS00VIbRKOXIkeb3pU//e3l7+6W8GdyyxXb95s3Y9+3DOG8e4Y8/TvXnn2M/2L73KAGGmI1s3lHBmOG+MT3OWhT6Rt7UlysNCPKZzY7T66VERBhxOs+loO4YA4SWoTOv12tqNYQF0L+/i2XLjlNWFkVcnIKUFCWHDzuoq2uYqMvS8bjWI5VL0Sl1fk0We62NflkORgaFtPvFFHFxGC+6CIlMRsX//tcs13Ey7G431ZJQwoXmblhRkQuHw0ufPkp27Gj54A8f8RLf/3olCVEFzJ7U++qybls5tbk/UZv7E0p9Itrw8WhDR6IISCAoIIHAxHnYqjKxlGzEVpnZ41qTof1DmTM1kctXrSDj3LapvX4PRNl2Y6+Ht2whOMbUKS75CSQGJ3L7pNsx6Xz1HR7Rw1e/f8XKAyv/ynf8iSC6bZTvfwN9zHQCEy/xFR0Gp6MY/gTl+99sVVaoNSTG6EmJN7Jgy2ZeHD+h1X2EhmdQdLZfDT9vZQZ9JiT3SiGrVJAyOHow45PGMyhqkF+8s95Rz5bjW9h4dCPHK453MErPcHxLPmW7BCZP+k+r2xMSlFitIqWlzYkMUqmSCkw4PJ5W850es5nKd99FER9P4Lx56KdPp+a773Dm5bV5LekBQXy7OY/KJDsmowqPsxapwhe5sdo8HMhPR92QLjUYpCQnKykvd5OdbSc0tJBJk1rPu0ilUl8Iq7WNEomEkSPrWbLEQW4u5OY6GTRIjVQqYdcuKyb9NMp3bSJkZCNbSxRFVGtKuDmo7Y5/qtRU9DNnglRK3c8/Y8/ObnPfE3h2bxZRfRe1+Nzrhbw8JwkJrRsQgAkTP2bhO7OIi9QwIPnU9fd21B3DUXeM6iOfowkeii5iIipjP1/uJHgYHmcNluINWErW94jJ9ewDYxlx0Ve82U41sN+AtFGAaHe7WZ6by+wnzu3UOSVImN5/OnOHzvW/jJX1lSxet5gj5T3rl33m4/+qYfRSl78cR91RQtJu8/fDDk9/hOpjX2EuWEVnvvuiB8dy0e2/sHDM2FYnvBPPoLcdA/JyZiaVuDirh1IloQGhTEyeyPik8f5eM16vl31F+/jt8G/szN/ZLfZUV1GZU0XWT0XMPKftFtvx8Qpyc52tKh1Ept7H83ufYMGQtJYbG+DMyaH0uedQ9etH4Lx5eJ1Oapctw3H4cKv7X6yP5b0vjnHdzYkIQuNJf1gnR63xhSCHDtXgcnmbzKUORo2yAK0vRL1er6nVHMgJBAcrCA7KpbLaV8SyZ48Nk0nGOefoWb3ajFCbgFya76dqOn/J5Wl9y+SXoNGgHTUK7ejRuIqLqf7mG1wFBS32aw0ikGXT0NfQen/uvDwnMTHtdc4TmDjpC259Yg5LF4/DEHBqmR1e0UV92Vbqy7YiU4U00IHHI1UYMcSdiyF2Nrbq/ViK1mCt3N0tr+ST/0xjzq1LuTAxkYhW5EpOrPaENjyQBVu3EBhhIDCm4zBjgCqAG8fdyKDoRkJCZkEm/9vwvy4rgf4Z8eeRMukeHLWHKd7xOKZ+N6EOGohEkBGUdAXqwDQqst7tMAQ7INlEfJSex7ZuZdHYsS22+0NYbRiQQouFN/ftZdaTnVvMnAxBIpAem87klMmkRaT5F7M11hp+O/Ib6w6vO62NyuwWO5veymT6lCW0F4uLjVVQUNA6jdoYmMa+g4pOaY7ZDx7EfvAgipgYAqZOJXDuXOo3b6Z+69YWeaerlPF89OFxrrs+AUQ3EkFGblkCcrmEyZMD2L69vlkqICgwB5Op3fbkwW2GsACcublcWr2WfKuEfEkER91RlDrHsH69iVmz9Lz/SSQpoWr2F+7H8UsOj6likDckWgSdDvWgQagHD0YilWLduZPSF1/sUjERwH/2HCQs5YE2txcWuhg6tH26qkJhJH3Ya1xy911kvDe5S+fvCdz2cmqOf0ttzg+og4cSEHW2r9YkaADqoAG47ZVYitZgKV6PpxVedltITQxk3uxkrli1kjVzWuYwvC7fg9maB2J3u/nx2HFmPNaxaGL/yP7cOP5GjA0MDLfo5uvfv/4rZPV/DB6XmbI9L6GPmYEx8WIkEilq0xAihz9FRdb/mskDtYbnHhzLvL8v56lRo1p4IUIHBuTSVRmkTE7BGNl+PcnJCFAFcFbKWUxOnewv8PPi5WDxQVZnr2Zn3s7Tr/Yswq/PbmLcqLdQKNoPDUdHy9m2rW1pl5Cku3hp70vcN7Bvp07tzM+n8v33kSiVaIcPx3TDDXjdbmyZmdj27kW0WFAIApe4Y/j4oxz+dkcWEm0fqi0RXH6FnuXL67CYK1E5dhMvKybBW0gKNmryJqOIjW3rtCaZRCJpEcLyuFwIu3YRd+AASiBU42UYhUAhe83r2FcSyrKP+3DFvAs5mPUBhRt+45nodHSJiSgTExECAvDa7dizsqh6//1Oc8Bb3BRRZKdVTd/gtovcSkpcGI1S1GoBm63tB8ZkGkRo5PXc/NhX/Pepkd26nu7C6/VgLd+OtXw7cm0UAVFT0YWNRaYyYUyciyF+DvWlWzAXrsRp6Zzkx1N3j2LEutZDWX4DIm/pmT20ZQuBkUZMcW3HmuVSOXOHzmVa2jR//46SuhLeXv82OZU5nfzWf+HPBS91+ctw1GYT3O8WZOpQpMpAwgbdT13BCmqOf4tXbD38M6RfCPFReh7duoXnxo5rtu3EM3jimWyKlzMzqcXD1Cs6/z7GBsUyrd80RieMRib1Je4dbgebjm5iVdaqHtdr9ATrXttKSvwtBAW1z/zUagX0eilFRW0XcppCR7H9qAK3KCITOs8q8DocWDZuxLJxI4JajSotDeP55yNRqRDNZjTHjnHlsRA+fm0tUeMmctHFU/j+4y+J8+YyQ8gnPaA5GUK/ejXFAwYgDh6M9KT55EQSvVlioNZag2H7dlI8UiRJST5JDLncR8eTShktlTJGLscrlfL+9tfZe+wIj8yYh0GtwllQQM1PP3XZy2gLT+46SFRay9xHU5SUuJBIICxMRk5O+4m6pOTr2LRxIx/9eJxr5rSdpzmVcNUXUnXoQ2qOf4MuYhL6qKlIlYHoIiagi5iAvfoAdfnLsFXtp6MY9AeLpnDxHcu4JCmJkCaU3bY8kHqXi5+PH2fW422HC2KDYrl5ws1EGRtVgNcdWsfn2z//i2X1/wEcdcco3vE4gclXogsfDxIJ+pgZqAL7U3Hwv7jqWw89/+eh8cy98xeeGjmqeTO0hn+fbEBKrVbe2LeXWY913LxMgoSB0QOZnjadtIjGvEBlfSW/Zv3KukPrsDr/2JYNWSuPIFjiSB58ZYf7hoX5JuITBYRtIbLfIzyVuYCn0rtXiiDabFh//x3r778DPlamPCYGw5AhTLX1ZeEvyxjV53VemJOGxJOM1xXvowZ7PIg2G16XC6Uooq+ro2DTesyjhiJVNYa9JRKJScZJVehHzceoiLEh31BOlNh61bNbFPmmvhLlBRNI0sXz6f5orFkZzNYVM8jQO93C8iwWjhNLir79WpKaGg9ut5eQkI4NCMDYcW+z+ItpTBoRTFxk99q+9gZEVz11eb9gzl+BJnQk+pgZKHSxqALTUAWm+QoZ85ZhLduK19s637t/somZk+K5ZvUqls1u0oCqoVpVchK18oFNmzDFBrUqCy1IBGYNmMWcIXOQCb7jzHYz7296n135u3rpW//58KfoB9LLED12KrPexVaZiSnlWgS5DoUuhohhj1OT871PS+uk8NCgVBPJcUYe3LyZVyY0MLIEwd+N8OQK6it/XUnC6IR283BSQcrohNHMHDCz2YImtzKX5QeWs+34tjOiKVltcS1HVhVz7sxfO7V/aKgMh8PbyGhtA3pjKoc8URTW1xPVhdYMbUG029m+bRdr1+cipJ7HsPQpjBpg5oevv2KKKqTNfEuVxINqTghOMQc3zQyIWoDGCnWLw0KWNQvRqOCLeA+t/TS/WWv5j66a/AvjCUmJ5uDxEmaeNwFXzD/40DOPp3LlHDX3XHzwyT3HSUpf2OF+Xi9UVXkwmTrbRU9g7Pj3uebB3u8b3R14vR7qSzdTvONxyva84K8KlmujCe53E5GjniUgagoSofXk/wsPjafQauHLJuwL/8sqkfhf4GqHg4y8PMbcMr7FGBGGCB6Z9QgXD73Ybzx25e9iwU8L/r82HvB/P4neHqzlOyjavsBHQQckgozAxEsIH/IQck1LhdxXH5vILzk51JxgATZZwDQ1IJ8dOkShzcrY68e1GAN8jcim9pvKoosWceP4G/3G40DxAZ7PeJ4nfn6CLce2nBHGAxHWvbKNsyZ81OlDTCYZlZWdY4P1SV/E43uOdffq/DhaZ+E/eW4+YR41UQ8zbfZESgqKGTAojmm3xfJbWAU7HS1FT0WgdrCIKUJBkPRgM1KF1+tVymjC0Sq0FhKgC6CyvhJXrILVRQ6m2pU4RJGNnnr2BHupHK1FqpIxI3UCq7NX4xUj2LatnuHDtWzbNhwxaDivlPxCdPla7o5Tdkq76WS8e+g48thrEdqYNE9GdbWbwMDOn0eniyUy5lpuf/IH3ny8613/ThVsVfuwVe1DqU/EEHsu6uAhyFTBBCVfhSHuPOryl2MuWo23iY6NIMArj07g9sfWMSchAZVM1ny1J5WCx8Pdv/1GWFIohvDGyn1BIjCj/wwuGHIBcqnPrbY6rXy+/XM2HNlw2r73Xzhz4XHWUrb3ZXQREwnscxmCTI3SkETE8CepOf69r/d6w0TeJ9bAkH4h3LtxA++dPaW5B9zwTNrcbp7cvo1J95zdgmKklCk5u+/ZzOg/A73Kl4T24mV3/m5+3vMzxyp6PpH2Nja8tZXUhBvR6Trf+M1olFJT03EVOfjqQiQRl/HR0aVc0ye+y9fn8HhYnFtLvvYcdLHnogFGjdKydasVUZRiKV6PPuosJs1YQb3VzbbNdcjzBdK8GpSCwDG1k6TBCtyOKgICtFTWFeGR+6XlFTKaeCASJMilclweF2K9i30SOzUGCQcDXXjifeEeKZASlkJOZQ5OtxNcao4ccXDFFVo/qyAofBYWcSr3Hn2NcwMKmRne+WK1ovp61pgNJKWc3+ljamtFDIauGarU1JtY/esy1m8vZuKIiI4POI1w1B2jbN+rKHQxGOLORxM8DKnCQGCfS9HHzKQufxnmojV4Pb6V3uRR0Qzqa+KW9Wv58OypIDbRKZNKybNY2FRc1EzdNCYohr+N/Vuz6tzMgkw+3Pxhh/0M/sL/f7AUr8detY+g1Osa6L4KAvtciiZkBJXZ7/l76Lz2+EQmXPYtRRYL0U0amnkbnskb1q4hJDmUyP6R/m1KmZIpfacwo/8MAlS+ecbr9bI9dztL9iyhoLpzlP/TjYLMImwlOlKnXN+l4wwGaYfhq6aIir+E5dvXck6ElfBOtmgAWFlSyXJLJNrEx9AJjQnwhAQlmzfXI3Eq8XocOC35KA1JwBFGTvHN1YcO1OMplFNssxFqkaDXgaAMAprFdJXNDEioRSRobw3aKpFQO5S75XwxQ9F0F/QqPRGGCNYdWofoFhHtJtBAaamL8HA5JSW+ZJkgKAhJvo9l5RvZnP0NC5IDUHSCTfDwnhwSR33a6ZsEYLF4CA9vrxakdYyf8AHzX5jOhk/DkEl7UT+hl+C05FO+/w3k2miM8XPQhAxDqtD7DUlt3s9YitbiFV2888zZjLz4K3aUlTG5qUaOVMrt69cRNzQWtUGNQqrg/MHnM6P/DH9RoMVh4fPtn7Pp6KY/5ov+hT8F3I4qyva8iC58vM8bkWtR6hOJGPYEdfm/UJv7M+HBGs4eHc0dG9bz06WXNx7s8bC1tJTtpaXMW3Ap4GsDMDl1MrMHzm5hOH7M/PEPZVR1BNEtsuPjvcw6Z2WXjw0IEMjP75qUftKwl3ho61W8P6bt4sITcIoizx0qo8p0Jfqk5goBkZFyiot9566zBuPyHILqAwREnoXLWuIPUaWkaRH7gup/bjxfQaHJgzK8BmkfEU+jQpJCoEkIK0AXxnCPlgEaIyaZnGipHHtNI7tBIVUwOnE06w+vB6Ay20ywYSIAu3fbGDSopXhfUMg4xD4LufOgyJ7q9msdHsvMJqjfE50OXZ2A1Sqi0XTdACgUepKT7+TmR8+MfEhbcNUXUL7/DYp3PI6tcjcAUoWeoKQriBz1LLqIiegDVNx59SBuW7+2mQeys7ycrKoqxtw0nrSINJ6e8zSzB872G4+tx7fyyA+P/GU8/kKnYSnZQNH2R7CW+URPJYIMQ9z5RAx/CpWxHy8tmMD+ikoyyxsVF7xeL7euW8vgi4agVCuZlDKJZy96lstGXEaAKgAvXnbl7+KxJY/x1rq3zmjjAbD+tS0MTLsXhaLzbaNPQKMRsFq7lr8RBAXG1AU8uedQu/vtqarlvoN2HMmvoA9pKS8zaJCazExfjlqtO4uNu3wiuOaidWjDxiBp4qkUFtUTKVMSKJUT6w0iuFyLTdEs96VslkSXBgZSZ7Mh6HRIlEqcooikwWuQS+WMTxrP6qzV/ta1ErMJqdRnfyor3QQHt57IlslURPb/F69X9+XrgtYlkj89lk+Z4QL0xq5T1mw2EbW6e3SZPklXcihPwbY9Zd06/nTCacmnbO8rlOx8BnuNTwJGpgzClHo9kSP+xfx7rkdQSnj2u+/8x9yZsYJBMwZz+5TbeeCcBwgN8LWALLeU89Kql1i8fnELJeW/0AT/HyfR24PHWUv5gbco2/uyv6eIXBNO2JAHiE2/jasuHMCdy5f593/666/xqKRcd+t1PHPBM1w35jp/AeDBkoP8a+m/eHX1q2dsuKopSg6W4KhQ0yexew2vVCoBu73rBABD0CCK9bP4Iqf1e/Rtfin/rUnG1P85/7x8Mk404APfvFxQfqIezIulaA268PFIGog0MoWASxQRVCoErZZahwOpoZn6ubKZBwJQNWAAlpIS5BERFEk8KPUqNAoNoxJGse7wOtxNionEqq5p9kcm3sRaYRYvHCpt9vm6kgrWOFIIj7+0S+OdgNPpRaHofghq7Lh3+cezfx62kaPuCKW7n6Vs70t+Xr5cE0HIgDv56ov3eG35Mmpqavjkk0+odjpZ9/V6xiSOAXzV5Ev3LmXBjwvYU/hX346/0DPYKjMp2v4IdXm/NNDNfQ2r3v5kAxUOO19++SXV1dUsXrmSDz77iDvOusMvpZ5flc+Lq17kuRXPnZEJ8raw9f1MJk14r9vHKxQSnM7urUzC469ipTWRTWXNG4G9nJ3Peum5BCfe3qXxckvj/f/2im4sJb+hDR2FIFMTEaqmTOJCFhGBpaSE6rQW4bPmSXQA0tLI12pJOnaMEqOMCEMEIQEhLVg5lQfqMcrbVoRtCyGRM8irDOWhfYtZOCCSfVXVfFCqIW5wS8njzsLt9tcrdQsaTSjBITN4+s1MHr29+02oTjdslXuwVe5FFzEeY/xFSJVGJk6dx/gJ73DJJZewY8cOXnvtdbQqH4f8QPEBPt36KUW1Z3Z44C/8ueD1OKk+9jWW0o0EJV+FytgPmULHSy+/ym233UZ6ejqTzjqLC6dfCEC1tZpvd37LpmObOLmVxJmOHZ9lEhMxG5Wq+6rBMpkEt7v73zsm7WHe2f0AQYpa+hoNPLb3OOaouwkMGtruca3VNFnds/lt57NMaJCD8hmRTahNg3DbSvGE5OPweik46yykLSVNlC0NCCCLiyPH4+GYooqakhoOH2mp8CgWpaCQN2dXuVzeTt2cQNNQzPIH+NuWR/Eqw4hLf67d/TuCKHoRhJ5VfKUPfZwffxpDYIAXmbzRm/F6wWpzY7O7ez2a4XC4sTnceHpMZ1+PRPIsck0Ucm0kRqORb7/9FplMxurVq1mWsYycypxmHdY8Lg8elwex5yf/P4vKnEosAlz7YNcTpf+/QCYTUMqlKBQnWJBfIleZUOjikUgVWCwW1qxZw9y5c7nyqispqC6guLa4d2o4JCBXypHKu14q0BGUOiUS6UmN9jwi+dtLuHDOgh6NLQjN0pTdQtyQ51m08+/InXsxpC3CoO+455FcLsHl8p70WRDbsvoQH3HSHF+8Ebk6hNqEQPIC4lozHtBgQFqH18tQrUh0OLhaqQv8KtuLuSfKyF4PClw4zqAViNPr5dcaEFrcFRkumxePq/PUu85BBsgQvSJOm7NH8XZBAlFyiGqg2TVd2SkkEuJVAs2Z6lJAitPlweHw4P7LkLRArQAOLxzpeV3s/zkIUgGpXIoUKbjw/WlAsERCnLZxZer1evF6vUiAcIWASduzAk2pADqNApns1DAnlXIp+oCWC1K3C/J7SZmgdxQOvLi9csQeLm2P2b28Utjy85AACDLDVK1IW5crA5xAM/qUOyeHpLw83OZaYsZEI1OnYKvcQ9MZbnjqUTJ21yCXN6poyuWdc81qK7ZiLHmLF0YP5GBNLc9lPkDc4Oc78VVbhyBIEMWe3cTtvz9OwpgoBp/feo+NMxWCRGBC8gQuHHKhvwfClClTmDZtGjt27OCss87ihhtuAMBek0XV4U/8nP2/0D4uu2c5OQ6Ydt+0P/pS/hSIMkZx9eirSQ1LBeDtt9/ml19+IT09ndraWjIyMgDwOGqoyfkeS8mGHjdZO92oqoPfdz5F+tDHuj2GKPbcgOTsupeH+shJNfTloX3PUx1xK4Gm9kNYLpcXubz5iZ2uSmSxx9CFNLLJJEgYFD2IkroS+mQWkOAu4KhMhjSuRc7bIeAzII0H799P7Lp1KCQSJGVOXNYSHLWH0IWP82fnASYN16ASlnT5i1cX/khS9Ts8PiAegH5GAzeG28jb/+8uj3UCcrm/0LVbsFpLKCrLIH3en8t4pMek8/T5T3PdmOv8xuOLn79g44YNfPPNN7zxxhv84+67cDt99GmVsS8Rw58ksM88JG2wNP7CX+gqlDIllw6/lCfPe9JvPMw2M/fe+w8WL17MN998w/r1/4+98w6Pqkz/932mt0wmvUNIBxJCKNIjHUQULMC6xbqu7tq/dnd1LYt1XVdFdy27dkUFFQsdBOk1lAAJIZ30MinTy5nfH0MmCekhoO7P+7q4LnLmPWfOzJxznvd9yufZyvbNKwCQKg3ezMExT6IOSv8xT73PPHZbOrU1a7CeQ1M4l8vr6u8vpcf+xi3RTpL9vSGEZ1Ijial7m5ryNd3u19mqr9G9moDk1uJEmVTGpIRJnKw6SVVTFeGNThRAzNatCMc7yPrbJUA7idWAY8fQRkTgrKggUJRR12BDdFkxV+9GF5HZzogMCSvqw8eG2lMvM92zjtsS27eXnRQWzCxNAZVFH/bpeC0oFBLs9v7PZLZu/z0Tfz+63/tfaJLDkvnzJX/mzul3EmnwVvSWN5TzyuZXuPm3N3H3pfPQ6/Vcc801BCqU/PHaizFV7gA8CIIUfcwlRI5d+rO7eX/hp0dGTAZPL3zaV5jqwcP2U9vJvGIKoWo1ixYtwmAwcPcl81i85Hpqsl/FafEmcci1UYSm3U14xiMo/RN/5E/Se158cCQ7tt/U7/29WaP9MyAVBe8xR1vMhJD2Qfz7kkKZKq6hLP+NPh1PCCzy/V8ulTMlYQq7C3ZjdVpx1FsZLFHgLC9HGx6O4dixDh+l3QpEbGhAr9Egmkx47HZkgPuMb9wjujBVbMMvcjot5eyRIfW4z8hpBAfLqK3tfBngclkwHvs/bgsuZkF0aKdjrhkSTXjjahrr+55aqlIJ2Gz9c2GdPPk+2ggXIYld9tX6yTAkeAj3zrqXh+Y+REKoN2hWa6rlPzv+w6NfP8p7y95D6YYHFl7h22fZnLl8sPIIpYf+TdWh53FaKgGQqYIITbubkOF/8vVH/oVf6C0GtYHbpt7GndPvJFDr7QhR3lDOc2uf418b/0X2pmxenzPXN/7+hQtxWT28+Mp7lO97lLrc/+KyeTsFKv0TCc94hNAR96Dwi/0xPk6fGJ8eRkKMnfz8T/q1v80molL1PX7TUHeQGPM6Fsd2rru1KDqQOwNzKT/2CC5X5z2Y6utdBAZ6FwEulwWPzvsbSAQJ05Knse3UNl+phsclIhMEPHY7osmEv1qNu6Gh7eHar0AUjkqqQ5ookdRjFJ3U4CI0qHV54xGdmKt24Rc5FYDJo/ywNG8FID1dzeHDHTX5G2u+R3vqHl4cqmOooXtNrMfTk2jIfQpR7FmWvS1abd8rOwEcjgZO5P2Lybdd2AZTfWVw0GDunH4nj176KKmRqYC3ZeeHez7k4S8fZvup7djMNo5+e5i3L57mTfM4Q3pwMMOCgvi/pduwNeRQsf9RGotW+ZoDaULGEnnRUm/vh1/4hR4QEMhMzGTpwqWMGext9OZyu/jq0Ff89Zu/kluVy843tpMeHEJaaOtkURAEXs+8mJffO4zJbMNUsY3yvQ9Rn/cRbof3oaQOHEHE6McISb0Dha7LLng/Cd58ahx5ua/gcPS+k2gL/VHOcLvtNOY+w1/SkrodlxagZ9lQGZJTD2Cs2dHh9UOHrIwc6Q151zdvISjF+0yemjSVHfk72vWMVwZrKXLaqXU5OWwxsk9moqm5su3h7C1BdAA8eglRUwNxWhyYLE6KN9hxbJAhRDlIHuYNsridzTjMp1EFDAPjcfTaejx4m6Rs2tT6ZbrddqwFL3C5fzXTUnovVvh0+hDuO/h/JI5Z1ut9tFopzc19z5D6fuv1jLs+HUkfOn5dSGKDYrk8/XJGxoz0dQZstDayOns1W3K34Gijyvv9PzczMSKSjJAQn4Q7AG43y6ZkMvXLL6mqsxAWpKGh6CvMNfsISr4BpT4eiUxLUMpNaELHUZ/7Di5752oBv/D/N0G6IG6YcAPDI1vVIvKq83h357u+2iJTvYnTR8tYftVVHVShx4aFcVF4OL9/5HuW/3MOHtFFc9lGTJU/4Bc5HX3MJUgVejTBo9AEZ2CpzaKx6GscpuIL/VF7RCGT8Nx9I3j01euYPuOLnspJeH0AACAASURBVHdoQ3OziJ9f3545+Qfu5qWRvWuCp5BIeDIlkPVVK1l1ajeBQ273VaZXVjqZPv2M7piiHolEQmpkKsX1xZjtrS125UVmUoxyvvO3YxwpR6qWEqb3J0GQtukIgqOdARHw4HE7ECQKdBqIsqhJalBgPy0ja08zzkEehk/QAHnoY+Zib8pHrbQSFa8kL691yWSqWEmsdQu3xgcgk7RreNgjERoNs/yr2VW8kojBV/VqH39/CcXFfVu1HM95A90gF+HDO/Y1+LFJDE1kftp8RkS3FjUaLUbWZK9h68mt7QwHQOmhUoxFdby55FfeDW0MosftJkqnY0pkJHc88QOfveJ1KzjNZVRmPY0+ehaGIVciSBSoA1OJGPs3jPnLMVX8cP4/6C/8LBAQyEzKZMmYJajl3tmrw+VgZdZKNpzY0C5lfOfr25gaFeVVjW2rCn3mmnwzcyoZny3nh31lZI71umI8boevVYFfxFSvIVEafIbEWneExpJvsTeeuoCfumcuHhvB8PjTnMz9D0nJvY+JNDa6iYzsvfhreeFyLg22E6YJ69P5zQ7TMzWkkVeK/kKJeiqBEd7ujwUFduLjldTm2FHJVUQaIll/fD1ui4uQHAsjagUmyrQoJBI2qWGbWo5CpsDhcuCRtQsV2GW0cWE5pFE0mQ7g7x9I7vZSEhxe2UWlREIGfnAasj5spHmwm8xLfsAvMhOJNIexY7V88kk95rodhJtXc0OQg8ER/a/UvD4xlu27PsYdPb9LTZe2BATIOHSo98n6TU1FFJR8wPynZ/b7HAcaAYH0mHTmpc4jMbQ1oFjTXMPq7NVsz9/ebnnZgiiK7HhjG3+7aJyv90pnjXz+MWUKYz/9lIKSRuIGnYl5eESaStdhqT1EcMpNKP0TkcjUBCXfgCZ4NHW57/jcC7/w/ycBmgBunHSjz3UKkFuVy393/Jfq5vb6cQ1lDVQX1rJ2iVeSqN0K5Mw1qZLJeHzsOO548geyVl3Tdq7jNSSn19Nc/j26iCnoY+YiU4WgDkpHHZSOrSGXptLVWOuO8lMRKXvt0bFMu+4dIqNmoeul281odDF8uKrngeCNZVSt4DfjU3se3AkKiYT74rQUmLbyUfEhjH6z2Lv3IpYsCWBvnofMxEx+yP0B7d56JtZKmaTxb1daPs2q4EiJE3VqOMZGI1FR7eIvDun1119/HTAIQJAqcDhcuOrrUW+3oe6kfCRCpiLGpGbTnnLEYAONzmAO769BU/Q2V6gOsyBMhUHRNzXdzhgVoOXTYxsIjpzb7ThBgMWLA9i2zdRtk/pWRNZvuopp945FoT338zxXZFIZE+MncsuUW5g1dBZBWq/hLa4vZvm+5by/+30K6wq7rNzd/sZ2gszw9Pjxvm3qYcNQpaSAx0PjV18BoJJKOdXYyCfb8/j1Ze39qKLLjKlyOx63HZUhCUGQIteEoQufjMtW48ua+f+NFWtP0eCGhMk9V/n+LzJuyDjunnk30QZv1qTD7eCzA5/x/u7327k7Wtj8/AZmhkSwYMgZV4vHg2GBV+7InpuL/aRXSTY1KIhVhUUcyq9hzpROHroeEUdzIc1lm3BZK5Gpw5Aq/JGpgtGGTUAbMhpRdOCyVPzodSSCAFMvCuKf/3mDhITfQZcld60EBsqYOFHHt9927AB4NqcO3sszqSH4yfverqItAQo5FxtEIhyHKajPpqhOSliEG4+rEsPXx/i9JJjB8o5GTQAGNUJ+qIrBfgkM0rf+XoIg5MuAdpFvmyQWeXY90dE6BIXC29dYoUByppGJRKEAQeBymYz/bs9hb8FuHp17CYPGT8VZXo6juBjRcu4N7qN1OhIkx2hqzEfvH9/1FxMgQyYTuswAO5ut2/7A0Pkx7Qpnfgz8VH5MTZrKjJQZvhoODx6OlR9jTfYajld0yLnuQG1hLaUHitl11dXtXzgz2zu7D/WzEycycvknHMurY3ji2StED02la7DWHyF46B9Q6AYhkesIGX4bpsrtGPM+QnR3ntnxC/9bqBVqfjfudz4BToCiuiLe2vZWlzpqNQU1GCsaeOaaS1o3iiIetxtBKkU46wH4/rQZZH75BTctGsawhC7c3B4Rc9VuzFW7UQem4hc9B3XgcG+755Tf4x5yNc1lG2mu2Nqu1eqFZki0P7csieLj1bcycdKbPY6vqXGhVAro9d03lmo0niBJWkGEpuceIL1BotFw0bBhTIqIoMhcyVNrNxJqSuSGyxYhuFzg8SA6vO5x0WzG43SCKDLE4WD6aQ/mi9rHYDwej1UG1LXdKFUG0Dwhk9zDh4nIzuZsm5TV7OagGEOREMuli//E4OHvs3brpywypOIXH49+3jykej0epxNbTg627GxEa/+0IB5NH8q1e55EP+G9LseEhcnweKCysmcDkpP7FrLgShIyx/TrfAaCQYGDmJEygwlxE3xtZB0uBzsLdrLh+IY+CR1+/9Im7h05kiBV+1+p5Wb1ONrHSjQyGZfHxXHv0ztY+07nHR+d5jIqDz6FIfYK9DGXgCCgC5+Myj+J2hNvYG/6+aim/kLfSQhJ4A+ZfyBEFwKA6BFZk72GLw99iVvs+mG3+62dXJWQgOpsVVOXCzoxIKEaDbenjeD6Bzeyd+XiHs+rpd2zXBuFPno22rDxSJUGDHFX4x97OeaqXTSXbcJhKu37hx4Arl8Yz/b9e8g7+R6JSdd1O7aqyuspCQuTdWtAKnKe4YVxKf0+J4lWi3r4cJQpKQgyGe6mJuynTlG/Zw/Lqk6QPu1iBoXfyMOffkES+QwVKknza9/TyQZUpKYijByJvqNiba0MqD17q1QuhzFjKAkNRb/5e/IsavKFGIpdUdiVGfj7+7Nwph+ffLyClx9RkDliKu+8/j1X7KtHm5XVevKpqQRedx2CQoH14EEsBw70yZgoJBLG6OyU1O4jMLjz3uXh4XKMRleP+vq1tYcoLP+IS56Y2uv3HyhkUhljBo9hevL09vENUw1bcrewNW9rpy6B7tjz3m5CZEpuGd7RN+ozIM6OLr2l48aT9snHHMmtY0Ry53Eqj+jCWPA5VmM2wSk3I1UGIFOHEpbxCA2FX9BUsoafig/6FwYGQRCYnzafhSMXIhG8gYl6cz1vbnuT3KrcbvetOVVDc00TT866rMNrosOBVKnsYEAAbh8xgpWF+Tz+yl4ev7N3qfROcxl1ue9gLPgcv4iL0UVORaYKRhdxMbqIi7E3nqS5bDOW2gO+VPULxdt/G8esG/9LYNBogoK6jlmYzaIvkJ6XZ+90TG3VLsbrXcj6mCEqUavRjB2LZuRIRIcDa1YWDStW+LxCzU4nf3OWkXb9TCRI+Pg/G7jut79j/fpmDjcZWdO8iwRZCTGeSgZrRBpmzkQRHd2pY04QhFqZIAh1XUkqKwYN4lPDNRhp9ZlHhcgYOVLNmjVNBOkrcJlK0EfP4bfXFvDeu4VcIw5GIZEgms2Y9+zBvGeP90ONG0fo3XfjrKqiedMmHMW9S837v7QUfr3zFQKDP+j09ehoOWVl3cc+HI4Gdu27kzmPX9hahzB9GJmJmUxJmOJr2Sl6RI6WHWVz7maOlh3tl5y1scRI/vZT/HDFlZ2+3tUKBEAplbIwLo77n93Bui5WIS3YjCco3/8YQck3ognOQBCkBMQtQmVIoe7EW7idfc+B/4WfHnq1nlum3MKwiFZXyYHiA7yz8x3Mjp4nNnv+u5Mr4xM6bVndcg0KXcRFP5oxi+mrvuI3lyeRGGvodExniE4TjSXf0ViyGnXQCPwip6MOTEPpn4TSPwm3owlT5TZMFT/gsl64ZnGfvzyJ+bf8icxp36DopkD39GknUVFdx2Br819j2cTuaz7aooiNxW/mTOQhIZh27KD2rbc6TNbtbjdP2EvRzY8jJTyFtcfWIqpFVq9uYvp0Pw4ckFBXN5cjwBEgKCCXy6K7TmISRbFOJopindCFsld1tZ16YyyC4A0WjRihRhBgw4ZmwENiRCEe0eNrg/jb38Xy3puF3KiJa/9GViumLVswbdmCMjER/wULkCiVNH77LbYTJ7r9YiTAMI0NY0Mu/obkDq/HxCg4ebJr37zH42bj979i8m2jUKjPf9BcIVUwevBoMhMzSQ5P9tVv1Jvr2XZqG9tObaPOVNfDUbpn49/Xc0/6SG+qZCdIztysor3z2c1T48aT9vHHXcRC2iM6TdRkv4pf9EwC4hYjSGSoA9OIGPMENcf/hb2xo9T//xJd3Rv/KySHJXPrxbdiUHsf3k63k+X7lrM5d3Ov9q8rqqOxuoknZszv9PWeDEikTsftaSP47b3r2dMLV1Yn74C17jDWusNnViKZ6MInI1UG4D/oUvwHzcNmPIGp4gcstQfxiH3rRd5XDH4K/vXESP74xBJmzlqN9wnWkdJSB4MHd/6dGOuPkqbt/N49G9Xw4fhfeimixULT2rXYT3Wd6vxUUxG6Bd54slQixSW68PgX4bJ4WL++iYwMNdHRcl/L2zpjLLW1RQQHd25EBEGokwmC0OnTzOPxsHevFkFQMmSIgqAgGTk5Nkwmr6vIat7AwqkuwKt/AyCVClz+q0hWfFjC1frOU9rseXnU5OWhiInBcOWV+F9+OcbPPsNRWNjlB38gNZlr97+I//j2ASqJBAYNUrB+fdctWTdv/Q1pVw8iYFDvZzd9RUAgITSBCXETGDdkHBqF98HucrvIKs1i26ltZJdnD0jznJ1v7yBCoeaPqV0vkQWl9wf3dGFAlFIpl8TG8tDzu/jmrc5v/PZ4aD69AXtjHiHD/oRMHYJUGUD4yIcwFnxOU+k6fnFp/bwQELgk9RKuGnWVz2VV3VzN61tep7i+94V7u9/eyYIhQ3wp5GfTcg12ZUDA68paVVzIn1/cxdJ7J3Q5ridctloaCr+goegr1IGp6MKnoA4aiSpgGKqAYYguC+bqPZgrd2JvOn81JWmJgTx0UzQvffg7pmR+1OmYoiIHmZk6BKGjyGF57ku8MG5ot++hjI/HsGgRosVC/ccf4zzdfSvg1+pKcM+OQibBN6kFMIy0U79uM4F+08nKsqLXSxkzRkNdnYvCQtizR8u8ec5OJ1KCINR1GgMBOHZMjk4XR2CgQFmZk8LC9u6QtCFZKM80kRGdzUjkOkSnieAAFVETNGTtqiND3/Xs1lFaSvXLL6MaOpSgG27AUVJCw2ef4W7qaAxUMhlBnhpE0YFE0nohRkbKUSoF8vM7f1Du3HMHkePlxIyO7PI8zoVwfTjj48YzIW6Cr9e4Bw+nqk+xs2Ane4v29jm20R1VJ6so3lvE7iu7L7D0GZBOXFgtLB03joxPl1NQ2khcTO+0sBzNRVQceNxbtR48CgQJAfFLUOoTqMv9D6Lrl8YZPwfUCjU3T76ZjJgM37YDxQf4z87/YHX0/jdsrGjEWNHAk20zr86iZRUs6SG1/5NZc5jyxQoWzUtg5NCQXp9Dp3jEM906jyCRa9GGjkMbNgGlPgG/yGn4RU7Daa3CXLULc9VuXNaqno/ZR+ZPi6awPI91u+5hzNiXOrxeUGBHo5EQHi6noqJ1VeRy2QgR6lFIOp+AS/39CViyBHlUFMZPPsGWk9PjuexorCM/VYPez5ts46/2p8Hqre+SKaQQnAX26QA0NbnZv9+CTichOVmFwxHHsWMFpKZ2Gk+qlUkkkjrxrPZYoigS7fc9NSXHyCm4GImkfZaPx/k1S2abaVmeue2NSBUGXyrdhDHBvHusgAx6Lia0nThBxeOPo58zh4jHH8e4YgXmnTs7jPt9QhQvHnuZpLT7fdsSElTU1bkwGjtmMmQdfhJ1bBVD5w5MClwLQbogxg4ey7gh44gNivVtL28oZ0/RHnYV7KKmuf9Sz10hukW2/HMzf7toHAGq7ouQJGde7y5hQadQkBkVzcMv7OLTV7qvtWl3Hi4LNdnL0MfMJSDuahAkaEJGI9dGUpO97P/bmpGfC1GGKO6Ydgdhem9Vs1t089mBz9hwfIPPk9Bb9vxnJzNiYtB000/atwJRdl8QHKxS8diYi7jhwU3s+3IxMunAyAuJTjPNZZtpLtuMTB3qrSMJHYdcE4EhdiGG2IXYmwqw1OzFUr1vQGV87vhNItV1x8g+8jSpIx5p91pNjYuGBjfx8cp2BiT/+D94JDGm0+PpJk/GcOWVNK1bR+3bb/eqraEIrJA34p/cGlbw1/jTYGktEDaMbcS44TsC1Jf6tplMIsePN+DRHsCsL2eoexTSs1aZbre7TiaRSGrPNiASiYTkmGYyhpzmUO5+Nh2YTpPNu7R0OgtYlHkYeZsfWHRbkcjaP9SuuCqaz98qYVFgL6ozRZGmNWuwZmUR/Ic/oMnIoO7ddxHNrbP30SHBCHlZ7XZLSlKSm9tx9ZF97GVc/ocYu2Rg+puH+IUwetBoxsaOZUjwEN8SsLKxkn3F+9hbtJfTxu6XkOfKlpc2kx4YzKKEnovafCsQW/d1G8+MH8/ElSuoNdoIDuhdZawXb82Io7mQ4GF/RKrQI9dEED76UepOvImlNqvnQ/zCBWfM4DH8fvLvUcq810ejtZHXt77OyaqTfT6WpcFCdWENzyzqPm7RMomRqNXdjgO4JimJr4oLufXRLbz99PQ+n1NPuKzVNBatorFoFQpdDJqQi9CEjEGpj0OpjyMgfgn2pnwsNfux1BzAZevUOdMnnrpzOPc8s4/cnNdITrmt3Wu5uTaSk5Vs395awyIzHyUtqH2sV6LTEXzjjUj8/al87jlcVb1fMb1RVYx6Qfv2GSqZCpuz9dkgkUmQDzuANWcYaqW31sPmOYiQ8D2GBBcedB2MB4DH46mVmc3mOuVZswOHtR6Vshq5Oob0hFLiIlfz+fcnKai8jAkpXzIyyX32kTi7AtNfp8AW6cZhETvNzugMZ2UllUuXYli0iIgnnqDmtdfaxUYi5FZsNiMqlVfOKyVFxRdftJfaOJH7BibF94y/fmSv3rMrBgcOJmNQBqNiRhET2DojKK4v5mDJQQ4UH6Cs4cJ09ivYWUB9fg0bFy3p1XjfCqQHAxKq0TAyJIS//GM3/35qap/Py9aQQ8WBxwkZfjtKfRwSqYqQ1DtoKlmDsWAFv8RFfhq0xDuuHnW1z5ddVFfEsu+XUWfuX0LH3nd3Myo0lMAeVsOeMwZE6GFcC+9Pn8lFKz7juy2FXDq1d+KB/cFhKsVhKqWhcCVybTSakNFogkeh1Ceg1CcQEP8rHKZiLLVZWGuzcJhK+v1eLz2czq2PryMvT01i4o2+7SdO2Ljsslb3sdVaS6Ss/T2rjIsj+E9/wrJ3L8Zly/rUTN3udpMd5CFE1dF9ePZqUzdYpKnxS2RVN2BXbUI15ggytYRgvxhK6kpoMDdg0LaPI6vV6nrZnDlzzFu2bLEAvpQepaeyXctFP42UBZPzefmTfzF/cscsBkEqR3R0rD5ftCCGFa8V8+vg3l8IHrcb4/Ll2AsKCLv3Xuo/+gjzrl0A3JQwiCdyXycl/c9ERsoJCJBy7FirmyYn720aWMOEm/tuPBQyBUPDh5Ienc6I6BE+SRGX20V2eTaHSg9xqPRQv2+4/mJttLLn3V0snzW714a45WbtjSLA0+PGc+l332J3uH0xrb7gthupOvQsQUnXoQ2fBAjoB81Dpg6hNudtPO6+iVz+wsCilCm5efLNjB7c2jBtW9423t/zfqfaar3B5XBx+uhp/nP5gh7H+lYgvTQgSqmUt6dO5/rnNjJxVAQB+r6sjPuH03yaRvNpGotWIVMFow7OQBOUjtI/GUPsYAyxC3HZ6rzZXvWHsTXk9Pm6/vfjo7jlr19x6pSEhITrAcjOtnH99UGEh8uprHRSnLOMpUmxvn10kyYRcM011L3zDpYDB/r8ud6qKSHwqo4eILvLjk7ZUYlDn9pEcf4yIifbkanPuCU93kzECmvF2QbENHHiRGuL87IY8IX9XfIh2F37kZ9JDyiqlLJ842wk6vG88+2/uWF++7xqqdyvUwstSAS2eRo5ZClC4/CgsrgIdUiYExxGlK57KRHL3r24amoIvesuZKGhNK5axdCAAIQzQaO0NDWlpQ5f/ONEzr9okm1gwi29Nx5RhiiGRw4nLSqN5LBkX2V4jamG73O/52jZUY5XHMfu6l1K3flg/dK1XJeSQkZILwOLgtDrFQhAUkAAMX5+PPPGfh6/Y1y/ztEjOqnNeRuHqYSA+CVn4iJjCVeFUJ39Mm77z1iQ8WecxRuoDeSu6Xcx6IwbWfSIfLLvEzae2HhOxz2wfB+x/v7E+/ecfNEyiemNC6uFsWFhLElI5Orb1rLpg4X9Ps/+4LLV0nx6A82nNyBIlagDhqMKTPNKqURNxy9qOh7Ria0hF1v9UazGYzjNvfNEvPHEKG5/ahWn8pwkJN5MXZ2L8nInaWkqKiudSG2niPf3uqgNCxeiu/hiqv7+dxxFRT0eu8xkYkt9BVYlyPxlSNUCJ+VNGDrJnmq2NxPh37HFhnFPKIMDbsVycD0M34XcIODBg0SUEKuPPXt4EYCszR8+AyKVq7HYI9C6LGzaH8H27Dl4BO8B8isXsePwG0xKb529SBUG3PaOwmDPfppPyFUjfP02bMApi4PtWWUItafRWD3oLCJxyLk6clCH4LCjsJDKp58m7L77kGq11H/yCX54/YXp6WqfAu/R4y9i1+1m3LXdxzxCdCEMjRhKSngKwyKG+TSozHYzR04f4XjFcbLLszuojP5Y7H1/D4GilEdG9b7drkStpmX56OmlJtkjo0Zz5+of+m1AWmg6vR6npYLgYX9EIlOj8IslYtRjVB99+SfZ06FHfsbGIzYolrtm3OWr7zA7zLy+5fVeaaz1RP72fG/jsl7gWwVLJAhKZZep5Wfz2JiLmPHNVzzx6l7+eseP0/DN47ZjqT2IpfYgADJ1GOrAVFQBQ1EZUlAHphIAuB0N2IwnsDWcwGY80W3sZNmj6dz/wjpyc8wkp9zNoUNW0tM1bNjQjNZjAkEg8De/QZ2WRuXSpbhqOx7LaLPxdXkJdQonUr0UmRYi4pVcfv1g/NoIxC5xidz/wSkCprcvSDSajQRoAtpta86ToWleBAoJGudcHIeG4Ij7FqvOSoQyArWiwwSgCNobkHaUNcXx0Ro9tQ2jQWh1ncjkIWzYn8GEtH2096i096m9srIA+6hBHdwuCo2CQZPau7RO1pm5fUc+imoXfjaRFEHNdbHxaOVyXNXVVD37LGEPPkigTMbw7BOUNh8kOfkKPv3UyMHDf0UWfYoxVw1vd0wBgUhDJImhiSSFJZESnuL70pptzZysPkluZS4nq05SaiztUu32x6I8u5yinfnsvvLqnge3QdKmuNDdSwMyMyYGlUTKR9/k8pvLOhZr9gVr/VEqs5YSmnYXMtWZepGMh6k5/i+sdYfP6di/0DsyYjK4JfMWX7C8urmaf276JxWNFed87OMbjqOTycmM6ryt6tm0daNKNBrcvTQgACvnzGPyFyuYNTmGiRm9b0p3vnBZq2guq6K5bBMIEhS6GFT+ySgNyagD09CGeRONXPZ67A252BpPYm/Mw2kup+3z8YX7U1n67z1kHX2CuLinmTPHj8aGPWQYVAReey2qlBQqn3nG1z622eHg05J8yqU2JDoJhhAZV90WS0SottvzVcgk/HlhDEvXFhIwsfWZK3rEdnUdHtGD69Ro/NStXg4FyVCQSJ1xC+kZnep1FUI3BsQlH4JGH05coBq5XKCszOErIvRI5/LNtkMsuNgbDzk7IPPWdyWUx4Wj0vXOf6kN0pJ4easByD1t5IZt2WhNIkFW+H1MHDz/PGEPP8wf7ryN+z/8jtray1j++R8IHm0mcUYiOqWOIcFDiAuOIy4kjviQeLQKLR6Ph/LGco6WHSWvOo+CmgIqGiv6nLJ4IXGYHfywbAtvZ05F30dp/LauAtHUe4XSG1OGsey9o+dsQKBFkPFvhKTegVKfgCBVEpp6J/V5H9Jc/v05H/8XumZGygx+fdGvfcWBedV5vLL5FUz2gVGrPfHdMW4b2vvU+HYGRKvFbTT2el+DQsHrUy7mlr98z45Pr0av+/HbL/jwiDiai3E0F8Pp9YCAXBuBUh9/JhAfjzZ0PAgCotOMvSkfe3MBjqYC7M0F/PnWZN76vJCVK27lj39cgb35O37/f3ejHj6cymee4WhhIZ+VFWDXiWgDZSy+aQhJfZB6aSE0QM09U0N5ZWcp+jGtyUBti5obDisJUM/x/a3TSYiOVuBweHC5xjFE366NbQtF0GpAOpSBGwwS0tLKWbNGQBTVxMUpSUqScuSIFZdLSk5pMgvwqmM6za0prG+uLqUwKhhVQOcyG70hIDqAgGu8qwWHzcHj63Jh20kidmzhr/98DZ1hNUuuuZyrbx3DgssuY3DQYEL9QvF4PFQ1V1FSX8J3R7+jqLaIoroirM6fV4Hb2r+t5prERCZH9r0AUtImttQ2Dbon/jRiBK8eOcyhnBpGppxjIRfgdjRRdegFgofejCZkDAgSApOuRaoMpKHwC37J0BpYBAQWj1nM3OGtNT17i/by1va3+h0sP5uaUzXYTTb+kJbW633aTmKkWi19FRLJjIri6vhErrptDRve6zlo/+PhwWkux2kux1SxDcDnxlX4DUGpG4w2bAKG2AWAgMtazSPDihi+ahXXXLOA4GB/TIMHc93CudgkVmLjtdz3hzR0mnM3mrERWu6eLPDKjtPoRntTessbywn3D6eysRJJfQpIJchkAunpaoxGNzk5NqRSK3PnVmAwdFrn0/0KBCAkREZychUnTsRSUGBHJhO46CINJ07YKC2Jp6Epi5iooZgqtuB0iyz7toy6xDCUA9SoSavUkhCawMz7ZhJliEIv1fPaP97m629WceWVV7BgzmWY7CbWHltLqbGU08bT7fKbf47s/u9OQtxS/jq6c/XhnpBoW5e1fVmBSIAZMTH8bdl+VizrurK4L3hEBzXHXicgfgn6GO8Mx3/wDapAYAAAIABJREFUfKRKA3W57/zozYD+V5BJZNw46cZ2/TtWZ69mxYEVA7rSPvjJPmYPGtyFulPnuNtcg5IutNt64q+jx3LJd9/w5xd3s/Te8T3v8BNBdFm9sRFjq96fRKpCrotBoY1Groth2uyFfLulkC+//IqAAD/+8clrqIVGnBavMXJaKhBd565mMShMw0MzJby0vhTp6CiOlR8jMzGT4tMlCNYkggbLSEpSsnevBbfbe80kJVUREtJ5kajH42k1IB6Pp7Ar0Th5WDaupk2IjeGY6xPZuTOJ8eO1SCRj2XPsCwYNk1BS0cQH+xpwjIhB1scCUr1KT7AumGBdMKF+oYTpw3z/lDIlNc01VDdXU9VUxedrV5JfWM68eZdx/9338JdrbuS000zItCFEjoru+c1+4hTuKaRsfwn7+hj3aEvbFYi7uW9quY+NvYjJK1dgtjrRqs+tA1orHoz5y3HZ6wiMv8bXX0Qq96Pm+Os/6TTfn4OQolKm5PZpt/tazno8Hj7a+xGbcjYN6Ps4bA6qC2t57OqpfdpPbHMNtp3c9JUv51zC+C9WMHlsBJdkDu73cX5sRLcNe2MeX3+ziZXfFqETdDzx73dxOEQK8kv5YcOXzJk9DXVQOvroWchUIYhuOy5rJU5LFS5bNS5rNS5bLS5bLW5H1zqAZxOsV/HUlTG8vKaMqugAZMkyzEVykoeMJC5Oya5dZjyuXGIj8ogOqyYsJhToUnOvCM4YkGnTptVu2bKlGfBrO+Jo5VGOuA8gSwQoBfNOmkt1bNgbz6xxVyFzjmD1hnWsr7YhSWvvbtEpdfip/NApdfir/X3/ArWBBGgCUMlVyCQybE4bRouRBmsDdaY6Dp0+RL25nlpTLc221osv+6uTuMvjWb3qK679zU0E19Wx4qtvKXvySV7ddYgf1p5CmmggpU3W18+J5upm9ryzi6/mXNKxKU8fkJ4xIB6Ho1strM4I12iI8/fn+beyeKKX/Rl6S/PpDYiORoJSbvYq+galEzbiPqqP/hPRde4dLM8Hnk4KZH9KaJVa7plxD/EhXoVVl9vFG9veYH/x/gF/r6zPDhAfYCC0j6sI0WbzdSWU+Pn1vEMXqGQyPpo5myXPrmVEchBRYT9uR9H+4HKLvPj2EXKONTBGF8IbGTOJevRRyg4dwtSo4b/vfsCiq25gx/anuOe61swpqUKPTBWMVBmIVBmAwi8OdfAoZMoABKkKj+jC47bhshtx2+txOxp9/0SnCbez2SczJZHAPZdGsfqgkW1bNpASmsoQPyunsj9iyvBTjE62YPDzTh6drhJKTSDRdTAijdOmTWuAVhcWeGtBUgE8okh27UHKFXXEamMBfAqz6qFqJBIJJYfe4/TBQjIWZjB3TDgyiQy5VI5cKkcQBJxuJ1aHFavTitlhpryhnJPVJzHZTJjsJpzu3nlDXQ4X+/5znGj9Dcy+ahE6nRSbfQjfv/IKS/77X4IWLeIul4u7gA2nT/Pm0i04wzUM++2FkW8fCESXyLq/reGx0WNJCQjoeYduaLlJ+7r6aOGe9JE8sG7HgBsQAHP1XtxOE6GpdyJIlSj9Ewkb+SDVR17s00zqQvFTXoH4q/25b9Z9RAd4V95Wp5VXN7/Kicru2yP0l8Kdhbw6sR/9dDwexOZmpAaDb3LTX4YHBvJgxmiu+NNqdn529YDpZZ1vmkwOnnrlAFWnrdwQk8yDo721aoFXXw0yGVtffx2rbSL+/lIuW/AiW79fzi2Pv8crD6eiVEpxO5rO3B9ddwMVJHIkch1SuQ6JTIdErkGuiUAiUyORqhEkcjx48IhOPKKTX0W7OFVUzqsfHmFUZjMP/jEMGOETRBVdFhRAkquMvForHs3othNz34n4DIggCPkejycVQHQ2Mslwmg8LjVQo299ELocLv2orC4Ymc8qdyd7vZDQGbiRg+MD7s6tO1JC/toGMlDdQq0OYMcOPrVubUWsTOVm/mdq33yb8oYew7N+PPS+PWdHRzIqO5nBdHU+/sB1LkILU68ai1HUv5PZjs/7ptcyMiOLXiYk9D+6BlpvU3dixLqc3XDJ4MPft2M6mXaXMmNC5qNu5YDMep+rw84Sm3YNErkOhG0TYyIepOvw8bnvvM3QuFD9FIxKkC+KB2Q/4FKBNdhMvbniRorqi8/J+pVmlSD0wa1AvdO06wX3GgJzLCqSF3yUls7+2mmvuWs/ny3ovAvpjYGyy8dg/9tNU6eT+pBGkjmsVl1WlpOA3YwaVS5dyvK4JTVAyP/xgYvp0P3JzF2KxTOS6P9/NXb8LYEJ6z0ktHtGJ227s9T20Zb+DQ8XTGDx0MnlCIXUbNjNjmAbVWWoURUaRTVYro4UEArTeya0gCD4D0taEH235j458Qv2kXBniQWb3GgaXzYl/jZW5OHh4agSjkiPJO2lk1tTLUZXeTMV6DWeLMp4LRz4/Sd32GCZmfIRaHUJIiIy0NDUbNzaj1w+mxOLEnpdH8+bNBF1/PUIbt096UBCfZk7nmfCh5P19G/tf34HLdmHbW/aW/R/tQ9fs5p8TJg3I8SR6PdDe99xXLh0cy0v/PX81G/amAioPPYvb4c1zl2vCCc94GJn63LO/BpqB6OEykIT6hfLw3Id9xsNoMfLMmmfOm/EAOPrFIS6P7b8uVctkRnrm2jxXXp44hcZqB0v/1Xd5jwuByeLgzie2c8d9O7jVfxjvTZhGalCr8RBkMgKvu46mjRuxFxRQZnXg5zeYjRubGTlSTVCQDI0mlJS0j/n3iiiefrPvYpdd4XCJ/HulwIasOxk97kqOnzQSFBfD8fBwXj5sY+MJK6Yzz8oGi5sVNWBRSMg357c9jM9WdGpAJDjweESiAyTEmWwkWd381t/NPWPUTE7UognOwFJzAGOTPx4PaNQRRCjuo/zrMOymc+v41VDWyN7XTxEjf5hhiQ/5ts+Zo2f3bjMNDW40mnDqHN73afjiCyRaLX6zZ3c4VmpQECumzuQvQQlkLd3EkQ/2efWNfyLk78inbGch382dN2DHbLlJ+7sCAXhw9GhyCusxW89f9zanuYzKrGdw2bzaYjJVCGEjH0KmDj1v79lXBH5aK5Bw/3AemvuQT6etprmGZ9Y8Q3nj+ZPQd1gc1JUZeWDUqH4fQzxzLQ7ECqSFr+fM44vVp/hmc9eN6C40ogh//ec+rr/je67VJvHhpBkMDwzsME4/dy4SpZKGL74AoMHpRqMJob7exb59ZmbPbv2ehiQ8Qo31IW78y0lyi/p/TwPUNth5/n0DlaZHUarCEUVwWwLZV7SPUYNGYQvVsV2j5tU8N9+dcrM6x45J6TURTk/rs8Dj8Rxp+b/PgIii6NtoRM/KUyZeOOHmtFzOr1OkpIR7iwI1waOw1OznaJ4Jt2QcZWVOIiPlgIRow23Urh+Crbl/mTXHvsqnbE0IFw37kABDa665Xi9l0iQtq1efuRAlClwe740tWq00rFyJ//z5SLu4QMeHhfHdjDksdgSw7dHVFG49f93IektdcR0HP9zL15fM67KbW38YCAMSpFIR66/npXcODdRpdYrLWk1V1tM4zzT0kSkDCR/5EHJN+Hl9358j4f7hPDjnQZ+aQmVTJc+sfYYa08D3nmlL1sos4gz+BPTQz6M7fCuQATQgKpmMlbMv4S8v7uZk4Y/v+vzk2zwuv3E16Y1BrMicw5iQzidCUn9//OfPx7hihU/WRURCy6P4u++amDJFh07XOrf3N4xgUOLHPPdOMH9/t+s4SHfUGO289nkULun/Ad5CwdJSB1rpKJrKLBwoPsDIGG9sxq5Xsk8uZXiwlIVKN4MsTURpWlePHo+n4wqkpqYmD7ACmD1RlKr1iP46TGJrGbvKkIK9OR/RZaWwMhy53EBZmYOIiNaUz6jA31O9LgK3s9Py906pzqnl0NuVxEifYHjCIx1enzNHz4EDVqqqWt1QbdsymnbswF1fj35+9+1ZfxWfwIZZ84jYW8/WJ9bSWHFuFr2/OMwONj+/gX9PuZiYcwwstkMQBsSAAPxh6HC+WNe/i7UvuOz1VB16FqfFK7MhVQYQlv7gT8KI/FScVy3Go0XXqryxnOfWPofRcv4fnMW7C7kttfeFg53hMyC9EF/sC7F6PS9NnMKv7l5Pk+nHSQfPK27gilvWkrOxga+nzePK2Lhux/tfdhnO6mqfwji0v84qKpwcOmRlzpyO7r5BcX+movkxbn2qgl2He68KbrW5eO2zQDyK233bIiLklJU5UciDEBpCsTgsFNUVkRzWqkThrxAZFa1jYYKBQWqfdI156tSpHWMgixcvdguCcBwgQBWA0q7EoDEgOxN5V/on4rRU4rY3IIpwotirvWgyiWi17bMhBgXfxuk1PWdA2U12speXYsvKZGTCv9H7dfzy9XopF1+sY9WqsxRd23oWRJGGVavwmzq1x4tUAjw79iI+HD2Z/Nd2k/Wf3RfWrSXC6se+4e7UEUzpR6V5d0h1OloEylp0dPrL4sREzBYHx/LOv3y9295A1aHnfN0MpUoDYekP/OjurJ+C86qD8Wgo57l1z/lakp5PagtqcdtdLIzr/qHYEy3XoqBQ9LuYsCumR0dzS0oq82/+ti+tMs4ZUYQHntvFI4/v4fX0KTyRMbbHAktpQAC6iy+mcdWqdo3QhbOutFWrGpg2za/dKqQFP30C4YPe4IM1E3h0WQmNvfD2vPqpB1T3t9umVgtYrWekqapTAG88raq5ioRQryKwR5AgVfhT26QEmff6EwQhWxAE3zfdXg6xjW9rZuRMAm2BJAZGoNQn4DSV+oKeWw5Ksbrnttnv7FOWECq/iYqdXQiniXBqXRlFXxgYFvoGgyK67mp2+eX+7NxppqamfRBcctb80LJ/P666OvSdxEI6I0qn4+uZc7jCHcCmR76hOnfg+yJ3xvqla5gVGsnNfdAT6i2SNsazL5pDXTEhPIK/v31hugu6HY1nGZEAwkY++JMMrF8oQv1CeWD2A+2Nx/rnaLJemJTnQyuzBmSS42pzLUoNfddz6olbhg3nIkMYS+5aN+DH7ozdhyuZe903pJmC+HzqHCJ6WSCpnz0bV1UVloMH220XhPbPsqoqF3v2mNs1mzqb0IhfI2jf5OFlfvzr07Iujedn65sw2u7ssL3teK1nDs0nvW70BksDp42nSQhJwKqIoLA2mGblDN/YtjYC6GA0W31bEgljI8YS3RRI0Yoy8leaKfzKTc4KB7kHB/l21WgkmM0dz16tjoSycVjr21vIkl1V5C73EO15muRBDyKRdF00FxYmY+xYDV9/3X625XJZUEvOmh96PDStX4/u4osR+iBAeH1SMt9Mn0PFB4fZ/8bO8+q32P3WDiJsEl4YN6Hnwf1A1ubmdA2AAbk/I4OdWeeu4NpbvPpZz/vcWTJlIGHp9yNTdgxE/q8TpAvigTkP+GIe5Y0X1ngAVOZWcl9Gxjkfp+1qeKDdWC38ffwkMHp44Lmd5+X44H3o3vXkdl5++SgrMufwu4Sknnc6g6BUosvMpGndug4zbrngQRTbT5BXrWpk/Hhtl1IiABKJjNDIhylpeJr7XhL5YkP7NhSnqywcODkZpSqsw742m4hKJfEdJzw/mjF77UzMcjFqr4lBuypoqg/GpR2D0L4w+2jbP9q90jaQDpBTl8MRRTUhdhXJ/kMY0iglxawg1VnqGxMV5fWldUZEyEKqd3jVYcsP1pL/uYfA+vtJjnwClarnmeXixQF8+22jTwW4BZOpvNM2jeadO0EQ0I7rW18Lg0LBlzNns8ATwIaHvz4vsZGjqw5jyanh81lzeh7cT3yzO1E85xgIwPCgINQyOd9tKTrnY/UWt6ORqsPPtwbWVSGEpt+PVDEwKaB94cdKwPJX+/PA7Ad82VaVTZW8sO6FC2o88nfmo5PLz7mwFc6shs88NM/HCqSFT2fNZd++al7/8GjPg/vIyUIjc677mtHOED65eFafVbK1EyaAKGLes6fDa6FKBWZz+0y6piY3q1c3sXhxz9+/UhWCPvhJdufdyyPLYO12r9v50/Uy1H5XdrpPa/KTl/Hu08y3KJndKGO+IZ4JJhkp4ZVIbLnt9msbQIezDIhMJvMZkBpLDcftx2lW2zlhqsFVU4MqxesrG6Wy4TZlez98qJyqqq7TPS3VMo590IhfxT3EhzyBTts7f2pqqpqQEBmbNnWsZ2huLmRIJyqVHocD865d6DIze/UeZ3NzylCWT57O4X/8QO7qY/06Rmfk7zhFyaY8Nsy7rE9CdH1FeuZmdzc29ql3cnfMjRnEW8sH7rvoDW57A9WHnvel+Mo14YSOuA+JbGD95z9FtEot9826z1fnUdNcw/Prnr8gMY+25K49zqWDB0ZzyuNy+ZQRpANgkLpCAqy5ZD7vf57Lqk0DlwDy2gfZ3PXn7bw/YQbXJvSv3YFuyhTMu3Z1Ki8Ur5XT2JjfYfvGjc1ERMgZOrR3bTE02ngUfo+z+chd3PNCI9n5XU+6ystbDYhoOswYlTfcoBo6FFdVFTWuOgL1DqI1x8DZmunndru7NiCZmZk1QBlAk7MJQSpgc9qwK6WIViuOkhKUSUloZTJCJK2rkLNjIKLooqLxI8p4kMFXNuBnCMNPG9+rLwFAJhP49a8DeO+9+k6fg+amHNICO18Km3fuRBkfj6y3LWDPIkanY/Oll2HIqmfb8xvPuTiy/Hg5Rz45yNp58wc0XbczWm5OV93ABb7vHjmSY6fqLmiAEs5kZx1+3hd3U+hiCE27G0H685Cn6Q9KmZJ7ZtzjkycxWoy8sP6FC5Jt1RbRLVJXZuTu9N63h+4Jd309ALJO6iIGEpVMxjeXXMpTL+9nz5FO+1j0GodL5Df3bCBvVyNr5lzW61jH2cjCwlDGxWHasaPT14ca9Jibcjtsd7s9vPdeHb/9bSAyWe+XwxptAkEBYTx9ewMBiidoMq7s4CJr+8wOEUpRy2SokpNxFBV5W2ErJYhuG3KpBKXEp6hcOnPmzHYPl84mxDsBEoxurtxp49IsgeNyB8clDkSLBbG5GVlICH4SM8nJKnJyWuXTrfZyap1vUaV7iLBLc4maqkYToAb/04hi74vS5s/3JzvbRn5+50F4h6WYpC5mMvbCQly1tWjGjOn1+3XGvyZN4ebAWNY/9DXN1f2r6m4oa2D369v4YtYcglS9m0WcCy03p+vMzToQhGs0BGnUfPRNzoAds7e4rNVUHf67TwhO6Z9IyLA/IQjn1xC34wK5saQSKbdPu90njGiym/j7+r+f9zqPzsjZmEOIRkNIH/qY90RLa9bzuQJpIUSt5tOZc/jTX7aS288akaLyZuZe+zVXGeL557hzU4nQjh2Ls6oKR3HnbZ2HBgZiM3Vem5aXZycnx8a8eb134YqigyERp4kIVnHXNR6evf0wSaGP47F/jM3WalRzc20kJ6vwk1iQhYXhbmxEtFopVzio1zip+kGgfrUVeYXP+Gw/+706GBBBEHYACDINcYIamctNwQglyyfLeDHOwbaaIuQREUilUvz9pdTVuTBaN9GgeglH8j8JnlVGxEU6JG103SMvMlBWu7JXHz46Ws7YsRpWruz6h1di69oV5PFgycpCMwDBv18lJPDBxKnsfHYjpQdK+rSvuc7M5mfX8/7F04k/T4HDs5GeMSDuTvoonwuXDR7Ch18NnJxCX3Cay6g++hIet3cyoQ5KJzD5Bi7Ek/1CVaELCNw06SafJLvVaeXFDS+e1wrz7ijYmsfCc5Au6QzXBVqBtBDv78+bU6bxm3s2UFHTt34aa7aWcP3dG3lr/LQe6zp6gzojA2tW19mMCokEudB1q9/PPjMyfryWqKjetVhoNn7G1TNbDbVCJuG3l8p44g8nuXLiq4Tq3sZu2UZNjQuDQYpUKkUeFsbJ5mLyxzgIXSwjdboSqtwEmtVYpd5atRbb0JYOIX5RFHcIgoAYHU1laTH7AlyE+KmRSWQIgQInUmU0nG5CMtjADyfewh6Wg38iZwxG5z5qmUqGoC3q8YNLpQI33BDEO+/UYbd3nQ6lErpvGmU9fBj9zJlINJp2LTX7Q6LBwKZ5l7Hw07U0FxsZdmV6j/vYTDbWP7maV8ZPYmQ/XWn9wbcCGWADcltaGu9+dhynW0T+Iyig2psKqDm2jJDUuxAkMnThk3DbjTQU9m5Sci5cCCOyaPQiXzMol9vFq5tfPa/aVt3hdroxVjZy69SBaSrWgm8FcoEMCMDo0FCeGzuRhbeuZt27CzD49ez+/Pvbh9j6fRlr51x2Tm0VWpBotShjY2lYsaLbcWq67ppqt3t47716brwxiKVLK3t0J4cFlqJUdr5KvyhNzkVpp3G4Sli/azuFOWkEDZFzRFdP/G8SUcpc4PHg8bhQTbJQXRqKO8Lbj14UxQ4GpLOnwSHABFA7eiRBQUOoa6qjorGColO15O/WUFKfjtJTyZg5cmbPm0CIoRcPSW3PbpUFC/w5etTGqVNdW2MArad7o2A/dQqP240yqfdpdt2hkclYP28+qiP17HltW7djXTYX6x77jiczxjA1KqrbsQOJRKXyNewZyBgIgEGpJESr4eOvO/ppLxTW+mzqct72OW/9B8/HL3LaeX1PQTj/YoozUmZwSar3Ye3xeHhj2xvnTZK9N+RszCFMp8XQxyyjnvAZED+/PqXZnyszoqN5KG0082/6BlsPgqp/fHQruXsb+Gb2pQNiPMCruutxubDn5XU7TteNAQGvu+n4cRuXX95zFluwvuf7X6MLZclVI7llsQWtUEa2MYXNu9zkF1TgtFRgNddhC46jeYwvDtZcU1PTIb2tgwGZNm2aC9gHoFZoGR0ymgz3XMQd16DIvpe0oOsxF3u4NigYVuxib+FewvzCmJEyw5d22BkeRXOHQE5bkpNVJCQoO9R8nE1NzSFS/br3gXscDhyFhagGQB69Le9PncZoq5ItS9d1Wr0uukTWPPYNDwxLZ8EAuwB6QtpG7dNVM/B+80sHxbL8mx9XQ8xcvQdj/nLf34GJv0Ud1POK8Fw4nyuQjJgMfn3Rr31/f7T3o/PSDKovFG47xYLBsQN+XN81KQjIgoMH/PjdccWQOP6YlMYlN32Lw9XxxhVFuPpPa4kwaXlr0tQBfW9lYiL2ggI8ru6N11CdhPr67G7HfPllAykpShITu9Ylc7vtBOm7bmUtUwXhFzUDmToUc/Ue9r23m0WGEApylNS57uC/ax/k9VULyKqYjVU5GlozH3ctXry4gz5VV/6IdsGSqqJYQvTDGTzYj/9H3nnHR1Hn//8523ezqZvegRR671JS6ApIURHlLFg5v2e58zz9np7needVz9OzUg6s2Au9h1ACSJMSAiSQ3utmk+0zvz82hZC2aej3fq/HIyRsdmdmNzPz+rzb65WRYaG/9SySKLIYL3xOG0kvSmdvxl7iguJa+DJfC69+Giqr25YI9/KSs2yZL++9V95peFZa8B13RHe+srdmZaHq1/s38ZfHjud233B2PL8J8ZqTURRFtr2wmUf6D+TOmJhe329naLooJanXIxCAR4cOJTO3+oZ3Y10PY/5OjHkNE8eCjIDBq1B79TxPfaMRZYji4WkPIxNcl+DWc1t73Ya2qxBFkaqSGh4e1jPtq7bgKCtrih5vNIEA3BUbx12RcdyycjMOZ/NJbLU5mXv/Jmb7RPLCyJ413rQFdb9+WLNat+hej2XRoRTnft3hc0QR3n23nOXL/dqUOQGorj7OuGFt6+t5BE1C7R1LbcFeLFXpHN9by3ibF5IkEWs9x8WLFqKivHDKx3H+cqt7WJstZG0exbW5rur8WhwmFbW1TnJybGhsZ5glzwJJQgZMKxZwmG1ISKRdSSO3Mpf5w+c3XRiN8A7ypt7aOgUik8HKlQY+/riS6urOBRjVjhJ83ehosuXkoOqmAU5nWDV4CI/3G8T2575z+YyIsOOFLdwbMYAHBw7qk312hsaL0lld3WUrW3fgp9Hgo1Hz1a4fX8m4KutT6stcK3VBriJgyGPI1b0/oNZXsYefhx9PJD+BWuFaSR7LPsYXJzrOkd8IZB3IwqDV9nr6CkCyWnEaXYOQPwaBADwwcDC3Bvdn/oNbEUWoM9uZc98mHowezIPxvS8thCCgjIjAltt5A46/VovK2bmcUlWVk08/reKBB/xpy7lbclwl/Hq7X0GGd9R8bLXZ1JUcASRqam14ZgkuAhBFZsovo7Kmk5Njo7bWSX2Nmur85u7Ttuof0A6B6HS6NMAJEGgp4R7bWkZZP0NwlLBQ2I32mkLqKI2eoEvNNYuC6gIOZh5k0ahFLcN/GQjy1gSxdKkvJ0/Wc/lyx3WPRvgI7k1Y2woKkHl49Jl0wrKYGH47eCQ7fruJbS9sYnlIP34+aEif7MsdKAJdg2f2kr7T9EoKC2Pjdx3ncm8MJMovrMZqdK3s5GpfAoc+3vszIn3AIGqFmseTHm/St7pUcok1B9cg/QS0f7P2X2ZWeO+7UDbCUeqS2ujujFZvYNXgocwzRHLLA5uYe99mfjVwFEv7uT+j1hXIfXyQabXYCwrcer4P7t3bMjIsnDljZvHi1osmlfK6VJkgw6ffYkzFB5okggAyj1uJVzUQjSShlctYKOwARymx9p3ca11NoK0pFe5UqVTH2jqWNglk4sSJRuA8gGCzoVcIjCGLEMcB4hSuVYTkbCaDAdUtN1NVX8WByweYN/Q6oyShZf7jpps8kMlg//72c3bXoiBvG3P83ZtGdpSUgCQ13Vj7ArdER6OwS5jKTayM7Z2CfXfReFE2XqR9gUeGDuPcDVDndQeSaKPs3Os4LK7irMozGv/4lfw0NHTbhoDAg1MeJNLPFRmX1pbyxr43sDv7zrirK6jIq+ChIX23CLI3EsiPFIE04t64gRQUm5CsInMje2favi0oAgJcKWU3r8kkg5rCAvfSmHv31qJSyZg4seVw4/VRiXfEXExF+3FaW9aWhaJrntiQWoxVGIlw7GfH9eTtAAAgAElEQVSmeAQvlYDQ4FciCMLpKVOmtDkM18E4hbQPoD4qih/EMNbJVlKoWcpOZ2yLnQIIajMDykw4i5v3UVpbSlFNUVNvO4AgNfcxx8drGDJEy6efuj/oYyrdzS1R7qmDSnY7zpqaPus7F4E527cQOTue8SsnMWv7FiydFMr6EsobEIH08/JCKZPx/dkbo1zcGZw2I6Vn/onocHXl6QLH4x3VsSdMVyAg9GoR/daRtzImagzgmvV4fe/rmKzuLZ76GsUXilHLFUT2ounT9XA0nJs/ZgRidji4ZccW/vzMZO5cHM+tO7b2mZuDwmBwpZTt7i0QFkeHYyze6vb2N26sZORIbYuiuig2d49p/YZhqyvAYW5uqjmZWcvaYybO1Td3fTV2Gu5yxpKnuY31ws+4KvlS3yxls6+9Y+iIQLYByD08yB2chNYnGINBwWlxNIJCgWSzYRTtfB9Vy+zb/FkxVs8v4lUMKqpCKnJFKSdzTzIkdAgKuQKH1YEguaYpw8KUzJjhybp1FW1IwbePAFnXJqydNTV9ksJyiCKzt2/BkNSfQfOGEDUumpjFw5m1fQuOH6PKLAjNEUgfEgjA2MBA1n/547WZXg97fSHlF94FyfW5+0QvQuvf8yHS3sbYqLHMHzEfAFES+fe+f1NQ7V5q40YgY1c6EwJbq7b2JhoXN32ZFehw/6LIzTu28MTDI5k7PYpVK4Zyy/xoFm7fgrMP2rXl3t5dVsX2F9y/x4kirF1bwaxZXk2mfnanJ1abE0GmROMzEHOFy1X06EUjf9lfxRdWFXlBeq4k+7PWw0SVw45ksyEoFJx0jsZgUCDzG8C5gfOQN3u3bGvvGNolEEEQ9gP1AIMH1xEQUIDDUY1f1BAKfIO5VJ5JxTSRcQmeTWFTgI+aOyb68kA/Bf6XSnHU2Ui9nMqUAVOoyKzGz2sCBoOChQt9WLOmHIej/T9afX0pudnrKMj5LRVFj1NTci8eyq4NyDlra5tmI3oLNlFk9o4tBM2OJX5Wc8G8/5QBhCbHcvPOdj/rPoPcx6ept95e3DP9n86wPDaOtFM/jQikEeaKM1Rd+dz1H0HAf+CDKHW9ZNbVCwFImE8YD0x5oMk46JPvPyG9KL3nG+5FlF4s5Z747gkFugtHw7kp02qbnDNvJBbu3MrPbo9j0czm7syH7hzM7bfFsGDHFmy9vPiT6fWIpq5FmDJ5OaevPMzZzF9z7uIfuJy5gfr69lNgdrvEunUVLF7sg5+fAq1uHD9kVKMPnkJtUSrlRgv/2FnKtxYl5mhfVPqGaEUGeeP0rIuTOJ5zmXzfEAL7DcHhqMbfP4/Bg5tm7erq6uraFvGijUn0RiQmJlpSUlJSgHkAkydbkCQzBQUVZBRrSZgcg1atRJC5mM9pq8ZhKUcS7UQE6Xhspo5v08r4vjqDabHTcBqVhIQEs3SpD+vXt5w0r6/Lp7pqC17aMjy0lWiVNUQF2Zm1OJCwID3gC/jy8bdOtmbkMS/YvUKfZLEg9KIGldnhYM7OrfRbNIzoSa1bhAfOHczJqnqWp+zh44TkNrbQN1AGNawcRbHPI5CZkZGs2r+f6lqbW5O9NwrGvO2o9BF4BE1GptASMPQxik/+AdHR8YBWh+gF8tCqtPxP4v80dVwduHyA3Rd293zDvQiL0YLdYmdaHw++2ouLXalvQXBpLxlvnDz93Sm7mDI1hHuXtu6SXLE4Hg+dggX/2cI3s+b22hChTKNBNLt//n1RkEPdCB9GJoQ0POLEVHaW/NP7Ecs1yJ2+YPNGcBgICZyLh4drkWQ2i6xf7xJd/OQTiewiOQqNP4d+uMTXV21oBgbSeKUq5UoC9AF4a12ZGXuAnZND7ejTVQyKziQ8vNVJv2fevHntdjh19kltp4FAwDVUFRLiZPf5m6nbt5n5k10tnYJMgUITgNZvGIJcgyBTIsgULJtfSfiRI6Sl7CbaZyCLb/Zh/fpiCvO3otdk4etZgV5TRVSUnRmTg1Cr5IBXw1drLF84gN9mnGCCJcAtcULJakVQuqcf0xmqbTZu2bWNQXeNIWxkeLvPG718LAde28ezx4/xytjxvbLvzqBoIBB7WVmnA0u9gWhvLz74JoP/WTG8z/fVFVRcXI9SF4rKMxqlLgRD/ErKzr/Jj+Vu3lg0D/Jy/X0yyzJ5/+j7P8qxdIQLey4Q7dP3em2SzYajogKFvz/KoKBOp7N7C88eP4I+TMVzq8a0+5zFcwbgqVcx/42tfDljTpf9PtqCoFS63VJfajbzub2MQQktZ1H0AXriZl7blluP015LwamXKCnXIbcFgNUPhRjBhg2zuOuuIA7vGcg3O/ewr0rHpJkJ+Hn44RAdOJwO6m31FBuLuVx2GYfTda+wZwYTKd7KmLA2h7i3d3TcHRKIXC7f4nQ6X7/2scJCEZksgGMZS9Gp3id5bCGS6MBeX9SiTQxcPg5jRk8n/btMKjIvkbbnBWINF3l0njc+XuqG3XetoPb8kyN54Xcn+MvAzm/Okij2iitQcX09i/ftYtTDkwmI6fx4pz6RyLbnN/PB5UusuAHdWcrgYAAcRTfGPXBWeATbU3J+cgQiiXbKzr1B8JjfIVd5oQsYg1fEbIx5HV4DfYa5Q+cyKsJVj6kx1/BmyptNF+1PCYXH87izD9t3r4W9qAiFvz+KhnO2r7H+0gXOWSrY9MbNnT535pQIvD1VLPrTNj5JmElgb/i3u5kW+03mWeIeaZ/groVcKSdyfOPnZwWKsNZlk/nDTv7z9SCqsy8R7ejPxISpXKm+wqm89oUcbdk+KPLuRQjzpKCggvDwlpQgl8s79AnuUBlv6tSpV4AWk2MXL3ojSSCXazh4fjZllS1Xd1abk+2HRNZ8F8Lz//bnxdd98DLcwrApw4iPU/PQql/Sb+TdqPTdO2HVKjnTZ4fwRf7Vzp8sk4Gz8+HEjnC5uppF+3cz/onpbpFHI2a9MJdXL5zldB/IilyPRgKxF94Y9dZ7Bg4kK6/3XRt7Aw5rJeXp7zQV1X3734bau3clbdxBfFA8S0YvAcApOnlr/1tU199YUyh3UV1Sw4oGs7i+hr1hkaO8AQTyfUkJay6n8+Xb7gtDjh8RxNt/nsad+3eR1UNXT3cXsBtyslBODkGu7J5NQYRfBHdPu5tnn/ofIuJF5iUPZUDIrRz4wJOMbzyoPu5JRboZp73lvdBhEiF7ITJBgyRBRkarKDSjgQPaRafJPkEQtkuS9FjTCxRgaRDDlYji4Ll44sMvk5EXQXZxCCUVgWg9XEwa1V/FoEEa3v/qdR56biQffvg2wepswkIC0QdPxTvyFuorTlFf+j2S5P6Nfl5CBM8cOMYCMQpVW+OYjceuVCL24CRIKynhqR+OMe25mWi9u+aNIFfKSfj1DO5/ZRcpNy/olZC4PSga1DJtN4hATpWVYXU4iZ31EdFhPtycEMY9iwbi69X3nifuwFJ9gaqrX+Lb/7YGuZNHKTr+O5z2rvm6dLeF10vrxSPTH2lSY/j8xOdcKvlx5PDbgsVo4cKeC+QdL6SmtBrRKXKytJTZveRA2BEah+qUISGdPLNnqLJa+Z+0A3z+1hxUiq4pSMf18+Xjf89kxeN7+NPICYztZteYZLMh66Qt2up0stVawaAxXUt3y2VyxkePZ2TESHIqcth+fjsVxaWMq61h6d2P8NTze1kw/zHOn7eQm2sDE1RnH0Hpm4vMrxjJuxSFMRIVrlquJEEb2f5OO4Lc+WRbbMTPT6S+ro4gn2NMHPQRVTUlfJLyDGey78domdtEHkOGaAgKUrJ5cwlCUBaiJKIfGsJ7qWU4bUZqcrdQduFdAAKG/QLPsGQEmfvFq5+vHMyrmR17H3e1iHUtvsnN5ukLJ0l+cW6XyaMR3sHeDLtzDLfu7jAK7BEEhQJlQwvvjYhAduTk8FjqQRIS3mHx4sPovJfx4aY6xi35kuHzP+eh51M48kPfdoK5A2PuNurLXaG7XO2LYdCD3CgPkYenPtw0aX4i5wQ703f2+X47Q/GFYva+nsLGn3/G509+Sd7BeiL872Tp4sMkJLzDY6kH2ZWX1/mGeojGc1QRFITQhw6dt+/Zwe+eGEdESNu6UJ0hyF/HN2vn8tKF42zLa9sIqjOI9fXIOqnVvnjpLJFL3R/eVMqVzBw0k18k/QJREnk39V22nttKraUWv5wKFk0JRpJEBkdfZvPmMkJDlQwe7DoGH91EPKy3oy36Berzv6WuyogYsAmH4ix1dXX4+bXMJgmC0Gnut9M7toeHR4rJZKqnwewjKiSb6fFf4K1ypWZOX1KRW9nyQ5owwYOyMgfnz9dRafmOwDHypmEVU6QfW46VcvP4QJBE6kqOUFdyFI/A8QQOf4q64kOYig/TWeEzMlRPvY8Dk82Gvp3VvUyvb/Ji7gpez0jnW1MxM16Y6x7FdoB+E/tRcraQp46m8eqEtoUmewJFUJArVSdJfU4gu/LyeCz1INMS3iIiYiYAo0b9klGjfglAfn4KGZfe597fHER0WhkU489d8/uzZHYMctmNnhCXqMhYg2rsi00NHl4RczDmud9mLQhdj0JuGXYLg0NcukqltaWsPbz2R5EpEUWRrANZXN6fRUVuBQqFhqDA8Uyd/BJhYdNaPDcqajayhLdYlbKKtxOmMSOi7+oh9oICkCQEuRxFYGBTSqs38dSRQ4waHcDc6T2LqHQaBd+smcc9T+4hr66OhwZ2TS9LNBqR6dsnMKPNRpaHyGC/zkcNBEFgSswUJvefTMqlFF7b81oLqwHLpVIemNhoIiWxNFnOqbe/5ciR24mJUTN+vI5jx5ptMORyDepII7KQE8g4gUwMQq0aAzRFWyZRFFM7O65Ob49jx46tB7Y0/t/LPxCQUHlGgSBDIW8uCqpUAjfdpCcjw8KVK1as1gqU0a6hs8Y3q/P34GDB9Z0JEnWlRyk98yoylTdBI3/tlsLq4w8O4bWr59v9vdzbG2cXB3mePnmMXSojU3+V1GPyaMTEB2/iQHUpe/Lze2eD10DZ0HrpKCtDsrqnJ9Yd7M7LY1VKKtMS3m4ij+sRHp5AUtI6li07x/wFu7GIifzhrUvEzfqQGfduYc3n59uU0+4riI56ys6/jdRgI+DTf0mfKvfGBMRw68hbAbA77byV8hZmWw/aiLsI0SFyftt5vn1uMx8++BGnP7+Mn2oGty7cw53LzpKUtLYVeTQiImIm0xLeYlVKKrv7MBIRzeYmtWhlaC/N6lyDHXm5nKuv4K/P9M5iTSaDD/6VzGWPGl482TWpfUdVFXKf9kU+/3D5HDFLhrb7+0bEBMTwzOxn8FB58I9d/+Do1aOtfGqirTbCAxuIqKH+N31UBnZ7JZmZVi5dsnLTTXqUymsWRHIRmSAjyi8KlUIkLrxFqm5TYmJix859uHmLlCTps8afBUHAKMVSV52LyiMcs82V4wsIUDB4sIa0NBM1Na56hknxLb4Nn48oNd84pAEGNh9pPa8giQ6MuVupuLAa78hb8ItZjiBvX/ve4KPB7OVsc/pbkMtR+Pq67c4nAisO7yd/oJ4x90906zVdQeIzM/nV92mYelkpV9VwEdr68KLfk5/Po/sPNJDHDLde4+kZxaRJf2LJ0u+57bbjaDwX88aH+Qya8xHJ92xm/VfpLWS1+wq22qtUXXGdvoIgx3/Qw8jk7tVqhKZ/OodWpeWhaQ811T02fr+RnMrupT66AtEpkr4z3UUaD31ExrYCwg23seyOE9y29BgTJ76Mp6d7qtQRETOZmvA2q/ansrcPFjuNsDdsu7cJpMZm44UTR/nkX7N6dbsAf/vtJPxHaXj40H6340lHebnLA76NOq1NFMn1kFB5tF8bVSvU3D3hbuYNm8e7qe+y/fx2HG14KtWeK2bJlGZ9scaId9ZEET/ddwBUVztJSzMxZIgGf39X4kkuagj3DSevPI9YfctGE1EUP3XnPbq7xt4MNE39ODXx5DnmUmsWKKqKpH9/NSqVwOnT5qauNaP1IPpxzZ1S1xKIxlvLqbL22xkd1kpKz72OzZRL8MjfdLhq/NntA1h9JaPV4/IGwTZ3hMxMNhvz9+1EM7s/8fP6QNYZ0PnoGLJkJHfs613Ph8YIxN5HF/ze/HweSUllesI7bpPH9dBofBk79lkWLU7jjjtOoPVawj/W5xA/+yPmPbiNb3Z32OjRY9Tm726SdFBoA/GNvcu9F3Yhe7ViwgoC9K5a1PGc4+y9uLerh9klZB3OYtMLW/nwoY9I35RLuGEpy5adZMniw4wZ8wwqVffk7SMiZjAt4V0eSdnfZyRiaySQXh5cXLFvF8+sGoPBp2+aOR67dyiLlvfjjn07qXdj3spRWoogk6EwtDba+9flC4TOat83aEDAAJ6d8yxXy6/y+t7XqapvP5MSKTkJuPY9XxOdrJidhehIA1wdxadPm1GrBfr3V6O2hCHYBOYEziHOr8W4gVEQBLcKt24RSEMos+Xax2SaQPLqh6PEE3n2VsQr2/CxHsZmPIXZloViYApqL1eRLNg7mKKalrnOEkno1GLSVHyQsvS38Y1ZjlfEbNq6ouP7+5KvaG1xqwoLw15U1Olg3eWaGhYe2kvcIxMIG9O3vfAx02IxeslZd7E14XUXjRdhX0Qg+5rI413Cw5N6ZZsqlQ9jxz7LkiVHWbIkDac8mede/YHYWR9x99N7OHOxd/3cXZAoz1iL0+q6CPXBU9AFdG4eJLjJIBP6TWgyUquoq2D94fXdPtKOUH6lnF1/280HD3zI9x+cxV87k9tvO8rSJUcYM+Y3qFS9MwwYHp7EtIT3eCQllX19QCL2hnNV1YsEsvpCOp5BKhbP7FtzsTkJkbz84njuOribK510eEo2G/bS0jYjrXNyC96hrf9eAgJzh85l2bhlvLn/TQ5ltasiAoDNYqO/d8vz1G4uRqF1Da8GGuQsmLwHuz2LeuNZlJaT1F49gCU7lUGqMEbqRhKob9Vl9o076Stwo4jeCEmSPhME4c5rH1M6SxgdXEAkOmxXryI5HDiUIp9ZargU5dv0vEHBgziY2cLkEL8hwXx7uIg7kjo+iRzmUkpO/wW/2BUEDH6E8otrkZwt00Ah0VquGo30u0ZfRxUZiS2n4xTCpvw8/pV/kUnPzkCh6R35gs4w/ZdJvP701yyKinbLGKsjCEplk4xJbxPIvvx8Hk45wPTE1YSFTe/VbTdCpwtk0qQ/MWnSn6isTOf06b+z5LGdaLVKFs+M4lcrR6LX9U77s2g3UZ6xhqDhvwJBwBB3D9aaTJy29mczBKFzEvHV+bJi4grAVedbfWA1dba6XjlmAFu9jVNfnuLqkVwcVgehYVO55eY1+Pr27dxGeHhiQyTyMO8lTmd6L97sG89VRXCwS5i1h+oJZWYzay+ls3/jot44vE4RF+3DB28m8dDTqdwbGt+hh0qjsZ35h2Y31os11ThCWw8pqhVqHpzyILXWWv6y4y9uDZ1aLpQxd37LlmhL5Xn0wZOpNbvKBGMHOahKe5MkT0/kgoCgUKCKjmazl4USs4ivzrfF60VR/Aw34XaZ2Gw2b4NmxxPBXkKEVy6iJhtrZibq2FgElQqFTMZAmtvzZIIMmSBr5XkgU8gotrq3e0m0U3FxHVZjFkEjnkF+3Urr/jvi+aiopW2kqhMryT+ln2G1pZApv7lx5AGgUCkYsWwsd+3veYpDGRoKMpmrMNmLA4spTeTxXp+Rx/Xw8xtMUtI67rr7EsNHvMSm/TZGLPiUOQ9sZXda75CjpSodY74rMpcp9Rji7+38RR3wh4DA/Tfdj4fKVbzcem4rF0tau252B7knc9n0/FY2PvYpJaccjBv9B+6++yJJiX1PHo0ID09kWuJqHtq3n/1umiK5A3tJiUtmSKHolXmQ+1L38rvHxzVIId0Y6HUqPn5zBjuc+fwrvf1xAmtWFurrrLXX5l+l/8yWChU+Oh+emf0MGSUZbEjb4LZiQZBKhkLe8j4qiTYQ5DSevKIIYVZc5KFWu3zas7I4Zs/hqvMqpaYWaf7qoKCgXW7tnC4QSIOg1neN/9eLGaiUTgKC5JTbLFguXEATHw+CQKxCg7nEtQobFTGKE7kn2tymUexai6TLD3srQSN/jULbHHbpNApsumtKW4KAOiYGy8XWF7MI3P/9IS7EaRj9wIQu7b+30G9SP2p0Al9d7VnuX9XQbmnLzaVLuvgdYH9BAQ+lHCAhac0NI4/rEROzhPnzd3P77ScQ5Yn8/PdpDJ63kedfO0qduWfmS9VXv8RmchGS1jACfUjbXUnQ+RDxtLhpTX432RXZfH26Y0/rzmCz2Djy/lE+fmQjB985ir8umWXLTrBgwS4GDFjco213F2Fh0xtIJJUDvdUmLopNUYgyvH1dOXfwWVYmWoOixy273cU/XpiEfqSSx48dbtNXxJqRgTo2tsXJVKaVWkydB3kF8etZv2bz2c1dFtr0aWftay4/hdZ/JABZ2TUMUHuAIKCJi8Ny4QIF1nrs3nJEmciF2hb2DF8NGTLE7U6fLjWqXtuNhUVG6ZUyKsptqBuYznLxIurYWDxVKgSLA7VCjUqhalfCoU7s+k2vvuwElZc/Imj4L1HqmuUQdL4y6hqMW1RRUa7843UnfGl9PQsP70W3OI4BM35cB8GpTyby8umT2HsgIa1sJJBOUnXuIrWggIdSUklIWkNo6NRe2WZPoFb7MHnyX7jzznQmTHyNrQcdDJ+/kVt/voPTF7oXcUmig/IL7zW19voOWIZC3XXTMYPewB1j7wDA5rSx+sBqnGL3ZHNKM0vZ+ocdbFz1KSWnHUy96Q2WLz/PpEmvdLsY3psIC5vO9KQ1PLBvf6+RSOM5q+rBzIlNFPnH2VOs/lNirxxTd7HyzoGseCSWew7tobS+ZT3Wlp+PJIpN79Nos2H2bCaPUO9QnprxFO8feZ+TuSe7vG8PRdv3UIe1EplChyBXY7cJqOXyJvIA0MoU2GvM1BWW4SE1H48gCG51XzWiSwQSGBi4E6gCkGfqMOxXYz8kxzRLTk6MhNHm+vBqnE7QKxkXPY6jV4+2uz1bNxfNlqp0Ki6uJ3DYk02RyC2zIvgy17Wi1w4bhvnMmRar8p3Fhdx38TjDnpqC/4AfzxGtERq9hsipA3j8SMdFso6g6kUCOVBYyIMpB5ie+NMgj+sRFTWH+fN3sWRJGkbLaJb+Yhfjl37FB992vSHBXpdPdbYrWpAptPi1k8pqr/4hIHDfpPvQKl0KBV+e/JLCmq7fWNN3pfP5E1+y48+70UtjWLo0jYULdrU7Z/NjIjR0KtMT1/BgL5GILTsbcC32uosn0g5y58L4n4StwNhhAbz56lSeu/Q9KUXXpPskCfOZM2iHDQPg47yrBE92vedg72CeSH6CdYfWkVHcvcYajbz9MLm+5AgeAWPx1Msx49LmKrNb+DpIZM0IGXeeV/HMeTUzipvqMeUeHh7tug+2hS4l/4cMGWJLSUn5BFhlCgnBJzcX1WA7gZEiREJpjMSFI+nYgoMYPzyMMwVnECUR0SFSl1eF2imhFQC7iF6rpLK4ho+OaKmurkMhgMzhRCMXiY/wYPgAXzQd1CYs1ReovPwRgcOepOSHvzA0Fr4ScwHQjR5N9dfN6YQ/ZpzltI+DcU+2n674MTBy6Si+++VX5JlMRHQwsdoeVJGu/v7Gi7G7OFBYyAP7UpmeuJbQ0Jt6tK2+hk4XyLRpbwIiZ8++wyvvreaPb5/ktrkD+O0jY1Gr3cuDG/O2ozOMQu0dg9ZvGPrgKZiKWzZ6INBmDWRq7FSGhLrkJy6WXGTXBbdTxjhsDo5vPEHmwSyUCj2DB/2cYcMeotemVvsQoaFTmZa4hgf3PcDaxOnc1IM5jqYIJNK9GZXrkVNbyzljOW/d+9O5pr30Ktb8czovv3aKHy5W8Xi8K71Zf+IE3vPnU7NlCxftZnzCfPDV+fJk8pNsOLKh07qZw+agOqcKZ0UdOrkMtUKOWgbefh6cyapBrtVgs9jQa+So5eCnExga44tKCebK88QNn8CF80UcK7jA/pESoq/rXLtUL2NolZbaBmFLQRA+HDt2bJdyxF2uHstksndFUVzlCA0lb1QcIdGZKNQKECB8gIarOjNHjkl452Yz1FqC2mnHSyUyaKJ3K0L4WLRwKcQHQq4J00U4XlDFe1/nobSLeMgFPCQRX5WTBZOC6R/RXEA3V55BlqMncNgTFJ96BUEnQxEYiMLfH0t6OhaHg4fOHEMzPYIhfdyi212MXjGeBzemsn3OvM6ffA0UBgMyDw8kq7VHLoSHGsgjMfk/BAf3vtRK30HGsGGrGDZsFfn5+9iS+gc+2fQJCRMieOWX4wnw60S/TBKpuLiWkLG/R5Cp8B2wDHPlWZy25tbMttZ2Plqf5tSVw8a6Q+taTQW3hfrqetLWH6PgbD7e3lEkTl/T7lT4TxkuElnHyn0r+U9yApO6qaprKyhwiQ3q9Sj8/HBUds2u+ueHU3n5V70/8Nsb+O0To9i+L4/HvznMX4aPRzh3Dv8HHkBhMGBSCwQpNTw540m+Pv015wtbKmkYi2qoTS/GVynHoJahl0v4ecgYGedDfFJ0q5nEJyvN/BDUsovKYXOw8UgN3nIZIToL0T4ShUoZxnHBhPlpsTgsIEFBrJN0cwy6hoWA0+lc09X32mUCmTZt2pmUlJTjwFhn9BDyHFHUl+8lvaaSvHoRv7B+xKqtRKkF4sbfhLnqPJKzbYkNm9TGJSoD3whffCNafiiVDpE/puUh31aIjxxiDQruuWUAlBxGqQvCf9DDCNpjeEyaRN2RIxwtLuaVgovErRzdbTHEG4HwkeGc++o0acXFXboYVdHRAFizs932HLgehwoLWfl/kjxaIjw8kfDwRKqrMzl69DdMvP0LRgwK4u+/ntBiwXE97PXFVF/9Gt8BdyBTeuAXs5yy9Lebn9BGG+/dE+5Gp3KF/F+e+pLS2o4HVasLqkn7z1HKrpYRFIQyDJEAACAASURBVDiahQvW4u09oPtv9ieA0NCbmJa4lvv3rmRdUjdJRBSx5eSgjo1FGRXVJQJJLSxEpodpY3tfCqW3MCcxgtHDDfzylaM8EBaP79GjeEyejOXMXh6e+jAnck5w5MoRRIdI4aEsPK0OAlQwJVzHLT+LdVtBWCVv/TyFSoEi0heFUot/yCAKz+cyxkNFvxglP2RfIc+uwCgzMD4kCZ26KfNxOCkpqX1dqHbQrf5VQRBWS5I0FkBQ6DlQr8Lm5YeXv47S85ncL8WTvvccppAK9EFjsNflY69vvUo2S+633ckUMiImNOdLL1aYWPnuBfwEkXHRV3nq1/9EHzoA1fjxvPDg/RwWyhjx+E87HdOICQ/fxNOvpnJw/kK3X9OYO7Zd6V4nV1pxMStTDpCQvJ7g4J/mSq6r8PGJYfbsL7BYyjmS9iwz79tEbLQff39mAkNjW08Dg6uzTxcwDrVXf3SB49GWHMZc0dyzfy1/jIoYxZgol9r05dLLHaauKq5WcHjtEaqLqoiISOb2215Bo+l6sf6nitDQm5ie9B/u33sf/0lKYGI3SMR69Srq2FjUUVGYT7VvenQ9fnfyGGtf/XEL5+4g0KDjzb/fxF/f+IGTr/6NX735DhGRcTglJ2+/9RramjqCNfDivGjCg7qnGuyhENrs/grxDiHUJ5TjV48z/3sLQwYMJvvSJaYO74/TbqK0RkWtusU+uxx9QDcJRBTFjwVB+DvgWV1dhA0zJouZ8upyFuUKKENhoKjjwqk6Bo05jtYwAkkScZhbrtZqu9jGey30Bj36W4Ygl8nJKnay/BfPYSyxsfBnP+Pmu27m3Vkz0Kv1aFVa5IIcrUrbpKxqtpkRJZF6Wz0mq4laSy21llrKTeVU1FVQYiyhpLbkhrnH+Yb5gkHD5pxsbomKdus1TRFINwgkrbiY+/buJzF5A0FBN8Z290ZCo/EnIXE1Dkc9R478L7eu2kx0mA9/f2Y8Iwdd10AhiVRkrCFk7EsIMgV+sSsorM5AclpbKPGqFCqWj18OgMPpYH3a+jZTV2WZZRxedxRjSQ39+i9k7p1/QKH46UbAPUFw8CSmJ63nvr338Z+k6V0mkcbFT+O57A6+upJFaLhHh5Flb0OQKVBog1FqA1Fo/JFrDMiVnsiUnsiVemQKHQgyZI1/Z0lCdJiRJCeS08zfV5vYvn03Sx54AAR484Xf8nhiP4ZGy7vkg9QWfFRyro/dgr2C8df7cyLnBH5ZFsbKtCgkCcVpAWNYDlqtBi+NRK2xGLyCAWolSfq8O/vvFoEkJiaa9u3b95kgCCuDjHbuP2pjh8GOh0VglEXhcuIChBKXQ4m54gf0wVOos1Y2tU8CVDgkunJpyWVyovyiGBAwgGhDNBG+ESgVSqrqqthp2Maer/ZSa6oldcd2KlSVaP20rQcYBRkapQatSouHygNvrTc+Oh+CvIIYGjaUQH0gCrkCURIpNZaSW5XL1fKrZJVlcbXiap+RysSHb+KPf9zVZQLpagRypLiY+/em/teSx7VQKHRMmfJPJk36M0ePvsDSX3xFdJg3rz47ieHxzRGJvb4IY95WvKMWoNAY8IlaQNWVltfTopGL8Ne79NU2nd1EYXXLTqSyK2UcXn0UY5mRmAGLuSX598g7EAL9b0Fw8MSmSGR9cgLjG5QR3IG1GwTy2vkzfP7O7K4eptsQZEpUntGovWJQe0aj1Eei1AaCIEMSHTjMpTgsZTgs5djri3DaahAddS7CcFqQJLHV9vKK6/l8y/dYLBYMvj7cOjeZpFmzkWv8kJw27HV5WGuzsRmzsNZmN6npuoNAhdiCQJRyJQMCBjRJoAyoak5xhdYqyD8qITc48LtoQTXOhs0LBEH4KCEhwdSdz6vbI9iSJK0WBGGlXa1GiUCdSsDLLDT+EgC50Qm4SKSu9Bg6/zHUlbraek9frkFww+wl1CeU4WHDiQ+KR6VQUVBdQE5FDjvTd1JYU4jdYafg8/Mk6yLY8Pe/87d3XuaXT6zk6ed+yeVqB5G3DOtQ8fJ6yAQZ/np/Iv0iifSLpL9/fxaMWIBW6SKjzLJM0gvTOVtwltzK3F7zetAb9CgD9WzKzmZ+JxeUwt8fuacnzqqqLuWOj5WUcN/eVBKSNxAUNK6HR/x/B3K5msmT/8KECS9x9OjzLH7sa2KifHnj+cnERrkaOGpyNqMLGI9SF4xnxGxMJYea1HjDfMKYNdil8FpYXcjWs1ubtl1VUMXBt9OoLqpyDUDOfAmZ7MdvK72RCA6eyPTkDdy75x42JCcwzk0ScZSV4TQakXt7I/f17dR64asrWURFeRLk3wte5U0QUHlGofUbhsZ3CGqvAQgyBaLDjNWYRX3Z99hMOdhMeTgs5V26uVfVWvnd6nOUyRX89ZXXWf3Pt/j30y/xzv8+zd5vP+bJh4YgyJQoPUJReYTjETgRn35LkEQbluqLmCvOYK/vuGV6cryOE5k1eIS5IrIxUWM4ln2s6feG+ob7U8OiXoYMWT3InTIcDVJK3SmeN6LbBJKUlHQ0JSXltBgUNHL7+FAqNeXkl1cztUqOor6eHLuarbbJ+O8s59apGXhoG4YbBRlIIidKnGgi2o4/og3RjIseh8HDQJmpjPTCdPZm7MV2nQaWKa8ay9arvBAey5jnX6B22zaMhRl4BcTx59/cRUnuSV547wz5Oi3957rn+iVKIqW1pZTWlnI8x6X/LxNkRPpFMjB4IENDh7JwxEKWjF5CVX0VJ3JOcCz7GJmlmT0mk/EPTuIvr+zplEBU/V2CcR1JtVyP70tKuHdvKokzPiAwcExPDvP/LFxE8lfGj3+JtLRnmLtyM8MHBfLW76YQ7K+j8tL7BI18GkGQ4xd7N/ARAgIrJq5AJsiQkHj/yPs4RAemShMH3jpM+dUy+vW7hbl3voJC8dOw9P0xEBQ0nunJ73PP3nvYkDTdbRKxZmWhGzUKdf/+1J9oW7GiEa+nn+HTt3sj+hBQe8fgETgBnf9o5GpfJNGOpfoi1Ve/xFJ9waVW0AWyuB5/2XCeE0VmYm4dTkLMWKKDosnJu4x5yxYee+5Fjv/xZV58+RTL7+5PXLQdW20O4IoaBLkKtdcAPIIno9AE4LCUuYistvW8V2SgBz7nKrEDCpkCURSxO+04rCL2cwM5a9USLT9DhMWCVSnHY4QTvwBvivsHIPoHApxJSkrq+IPvAD0SgZIkaa0gCG8MCZ+IsTQNfaCeKyE2MnLDOSNMAaUfVUXw+hcHuXvWHqJVGWi847FUX+CKtTE2ccFH58Pk/pPx1flSUF3AzvSd1JjbV7ss3Z7J8GKJR+JHoRk0CEGhcA0PilB5+QP84u7FUp3Ba0+N5eiZUl5fd4iA5EH4RHW9kClKItkV2WRXZLP9/HbUCjXDwoYxNmosU2OnMmPQDMpN5RzKOsTBzIOUm7qnKKs36JG8VRwuKmJyBxpBjdo61sxMt7Z7vLSUe/amkpD8/v+35HEtFAoNU6f+iwkTXuLQwSeYsuwrEidG8K/fOtCXpOERNBmNzyAUGj/8ZALxQfEAHMo8xNmcsxx85zAFZ/MJC0vgjjv+iUrVse/1/y8IChrH9KT3uXfvz3g/OYExbniJWzMz0Y0ahapfvw4JZG9+PgFBuh5FHwptAPrgqXgETUahMSA5rdRXnKa+7DjmyrPtdot2BScvVPDnjRcJnBbL4IQAlHIld024i9UHViOTJMynT+M1Zw6xo0bz4iU96z65zNHYclYsbe7Mk5w2LFUXsFS5psblKh90/iPRB0/FYamgriSthQhonE7iPBAXFEd6UTrWCgHnmTnohMkUqmGdczKTSnYxOEbCz6ChuFaFyW9CY3/Iuz15vz0iEKVSucHhcPxBIVf4TA2ZisPpIM3/IrW22USodMjlUFcnUlY2hQ3b1ay8eQsDBsez5WQ18mhX6iA+KJ6BwQMxWU0czDyI0WLscJ/15Sbsm6/ypCGK2GgvkMnwve02yteuBVySM5bqi9hMOXiGzcCYt50JwwP5aHggL7x1iqwzBQyYP6wnbxurw8rxnOMczzmOWqFmdORopsRMYcHwBSwYvoCzBWfZnbGbcwXnuhyVjP7ZeH739hF2hdzc7nPUA1wnm/Xy5U63d7K0lHv2pJI440MCAkZ16Vj+26FSeZOY9B9MpkIOHljFiPmfsmLRed79MBWFSo9aH0lEw5+v1lzLY4/9D+f2nCPAfwRLlmxEp+veDMR/M4KCxjI9+QPu2bOCD2YkMiqgY9WHxkWQun/HMux/O3eKf/1pSjeOSEBrGI5nWDLaBnc7S3U61Ve/pL78RCtl757g92vOkF4rMvj+yU2PzRo8i8zSTDLLMpE12DpXffwxfvfcQ/HLL3N/aCyXimr426vnuHN5NOHBrdP6Tls1tYUpAMhVXugCxiFT6rFUXcBac4mFY305fagKj2gPKktMOE/PRycfQ2CgAp1OhtMZwUXbMrQB26m3D0KmkTeSR5UkSe/35D33iECmTJlSm5KSshp4GsApOakJvkpZ1UcI2fcA4OMjZ9AgDTLZVD7eVcpzcXZOmgRGjxxNgD6ArLIsvv3hW7f2V52Sw5BcJw9GNxOAZ1ISlgsXXF7L0PRHqr7yOcGjn8dUlIrocEmsvLRqFKkninhj9UFilo9D7dHzIqfVYSXtShppV9II8AwgIS6B6bHTGR4+nILqArad20balbQWhlodwRBloEbmbH86XSZr0vqy5eZ2uK1TZWWs2JtKwowPCQgY2Z23918NjUaGXA4eHuEsve07amrO8u2WR/nUL4jXXvsXglyFCnj33Xd58qmn0GoDuWv5Jnx8huJ0upjF6QSL5cbZ9P5fQGDgGKbP+IgVe+7mw+QERnZAIo02EKp+/VzOfW3MNF01GhFVEnH9fNvYQtsQBDkeQZPwipyLUheKaDdRk7cVU+F+HJbeU64GqKyxsOpv32OYFseg+ObUnV6tZ8agGby0+SUAGptObbm5WDMz8UxIoHbfPuK8vHkabz56/wraoZUsntf+dL7TZqS2wGVKp/aKwTN8Jg5zKaM9UrE77Dh+GM/4EVNwOiUKC+2UlroIMmnkh0wYXEe2LRZkTeMT7yQmJnareN6I7vfRNmDPnj1hcrn8CqC6Un2FM7YzVNZWwtG7kNniMVuLkOQlqHQisQN0FOd+TeDoMCpUpZic7h27uaQOTUoh9+pD6OfRfFNVGAwEPPYYxa+8gmSz4RBF3hLT+cVK10rDL2Y5otNM9dWWKqlGk41Vfz6Cb+IgDDG9r4ulVqiZGjuVOYPnYNAbKKst47sz33E467BbRHLl8BWkXTl8ML11r7sqKoqQF1/EcvEiJX/+c7vbOF1Wxt17Upme/MF/FXlotTI8PWXo9XL0ehk6netLq23+WaeTodEIqFQCGo0MtVpAoRDQ6WQIAuh0HQ9pffrppzz66KPU1tYC4OXlxTvvvMNtt93W4evq60UkyfXd6ZSwWCQsFhGbzfW9vl6ivl7EbBapr2/+MplETCYntbWu3/23oKzsNKl77uaD5Okdkkjwc8+hjo2l6IUX2vS1uWf/Hm77WX9uSejXxquvgyBDHzwF76j5KDT+OCxlGPO2Yyo+2KvRRiOO/FDCnzZeYui9E1BpWjZPLB29FJkg47MTLg3aq1+eY4PBdW8S1GqCf/MbSl9/vUXzwNW6WnYKxcy7NZSIEA+3jsEueZJdEcjn+woZPOBWsq/UYTQJWB0hKJXB+Hik8/NFG9Ho/Mg2jcCp6ud6mST1T0xM7JFjWI8JBCAlJeV9YEWlpZK92aewFIZjthRDUA6C3oZCrSDaEI3OosCryI5M8yg7dh3FKStF0pQgeuSh7V+Dzr91EbI+JZ8JpQJLAq8ztBEEAp98kuqvv8Z21WWdm11by5HIEpYtcFlFylXehIz9PYXHnkV0mFtt+5evHqM62J+Im/rGxUwuk3PTgJtYMHwBBr2BwupCPjvxGT/k/9Dpazc99RXH5i9Cfp2muGdSEn4rVlCzaRPVX33V5mt/KC/nrt2pJMz4AH//Eb3yXvoSCoWAr68cHx85vr4KfHzkeHs3fsnw8VGg17uIQ96BeFxvoaqqiqVLl7Jv3z4kSSI5OZkvvvgCH5++V8Z1OiVqa0Vqa53U1DipqRExGp1UVTmoqRGpqnJQXe2kqsqJw9E7HYB9ibKy0xzYczcfzEhghL9/m8/xve02vObNo3LDBmpTUlr8ziGKJG77hgOfdS5nr/MfjU//pSh1ITgsZdRkf0ddSVqPZy3aw4bNWXx3tophy1u7W3qoPPjjrX/k+e+ep9biWojk7rrEK/ZwgnSuOo46Jgbv+fMpfe21VnYMm6sKcMRK3Hpza7n7vBILB057UVIVQVVtMFZHIMkzxpNX/Q6LxqgI9rZhq82h3uygpErF8YwYwkPkDAivwKybiKTwA/hPQkLC/T39DHrlaty/f/8wSZJ+cDhFYX9KKKWlWhzB3+DsdwofrQ+BXoHkl+Zyk62KqaNH8fs3+pOQnMzhw3VNK65q4xlsqu8hKJPAUWosuUaCv6/mHs9gfFWt2yK95s0DScK4bVvTY7vy8zHcqmb0kObVjl/cz3CYSzHmbW/z2P++4RxnLTL6zekbL3QAhVxBUnwS84fPR6/Wc67wHB8d+4jimvY1rI6uS2O+2ZNVQ4a2eNz/4YfxmDiR0ldfxXy2tZHNmfJy7tqTSsKMjzAYelbr6S2o1QIBAQoCAhT4+7u+DAbXl5+fHC+vnhsBNa78zWYRi0XCahWxWiXMZhFRdNXiJEnCbHZdqK5owfWz2Sw1/fzlly+zY+fbJCYkoNPpkCSJuro6UlNTmTP7MRYtfhYAQRDQaoWmnxujGp3OpcDo4SFDJnNFTGq1gFrtiooaI6XOvEbcgdHopLLSSUWFg4oKB+Xlrq+yMteX1frTIJjy8h9I3XM3H81IYFgb/uDaESMIfOIJTIcOUbGmZUfpv86eoTzMzB+ebN+7R6kLxS/2LjS+gxHtJqqzv8FUtL/FzFlv428fnOeUCeLmtd3defOwm/HV+fLh0Q+bHivNKGbZKZFpIc0SLN4334xkt2PcubPVNiqtFnYIJYxJ9iWuvxff7bdx9koMVXVj0XsOB1zn16RJHmzZtYuxd+dReu57HhxlwNMnAoe5FKetmi9Sk8gsSiAgwMz06QUoFDJEURyZlJTU+Uq2E/Taci4lJWUXMKOwUM6ZMyFU+H5GQLwJs81MZW0Fk2w25o+JQbTXsvrrMPIrbyc52ZN9+0wtVlI2Ww1FJf/iEa8KJni3nfNUx8XhmZxM+TvvtGDu9zIzuPd3cS10ZJS6YAKHP0XB0d+025b33hcXSS2yEbOgb2+4HioPFo5cSPLAZERJZOvZrWw6u6nN4USLycKh3+/gwM0t5U3C/vY3FH5+5D32GKK5ZVR1rqKC5btTmT7jwxtOHmq1QHCwkqAgJUFBCoKCFAQGKgkMVODt3TWCsNkkamqcGI2utI7J5MRodK3KTSaRujpX6qeuztn0c09vliUlR0nZ/whyjZP3P17PotmLuOOOOxAE2LjxUw7u/YKld9xPnVnJ1Gnv9niORq0W8PCQo9M1fpfh4SFriLTkeHm5vuv1sqZoTKns2uVaU+OktNRBaamdkhIHJSV2iosdFBfbsXXXS6GbqKg4S+ruu/h4xnSGXEciMq2WiH//G0d5OQXPPNPid0lbv+WbtXPx0rdeRAoyFd5R8/GKmIMgyDAW7KYm+9ummmdf4ffvnSFLpaF/YtueQjJBxl+X/JW/7vhrC600h8VB6PuZrIq7xlFSEAh49FGMO3e221V5or6SD2oC0BkeR6W6xrZbJTB9up7du2up9/iMkGmF6FQ6dLlXWTZYiVpnQKbQsuNQCJdL5zJsWBGhoU6AbQkJCV1Tb20HveblKknSPwRBmBEa6sTTs5ALVTqMpnosZjNTEJk5UINc6Ym9Lh8/Lw9yy2H/fhPTpunZu7e2aTsqlTf+qmFM8G6bHBV+fnjffDNlb73VKuyzq2glQmavL8ZeX4LWbyjmijNtbvOhpfHIv77Evk1nielhh1ZHqLPV8fGxjzmQeYB7J93LghELGBs9lrUH13KlvOVEuUavwa6WUWAyEdZQTJf7+qLw98d65Uor8jhfUcHyPalMn/ExBoN7My/dgVYrIyxMSViYktBQ11dIiBI/P4Vbq+rGVXNlpYPKSldqpqrKlZJxpWqcN7QO4HBY2JdyPyUl3zNy8QjufeReFiW4vLWLjEUENdy3piQt5ey+Iv7x+gZe27CcoOAJTJu2ptuzH1arhNXqwDUH6p6Ctk4na0rvudJ9rpSfweD6fn0010g8sbEtm0UkCSoqXERSUGCnqMhOfr6dwkJ7n332BsMwps34mOV7lvNxcksSEc1mbHl5qKKikHt746xxte9nG41oPRVtkofaKwbDwJUodcFYjVlUXtrQ5DTZl3hp9Rmuaj3oP619QcyRESPJr8pvJbSp0Cgwyq8jbkmiYt06/H/+cyrWrWtzmHKMzo9PjMNakAfA1Kl6UlJMSBLIdDVU11cT4h3CBS81X112kBRuRlJ4EBIpEBhbiF7v+tuKoviPbr79Vug1AklMTNyekpLyAzDC01NkvKercGu1mBmg3IhC7eea5ATUSteK22aTyMiwMHSolnPnmm+ICqHtk1im1eK3YgUV69cjWdvo2da2XRw1Fe1HHzy1XQIBWLkoDuunGRzdeYF+swa585a7jbzKPP649Y/MHDSTxaMX87/z/pdNZzbx3Q/ftSiy90+K489HT/PGJFf7oiY2FnDZZF6L85WVLN9zgIQZn+Dn1zupOJkMgoKUREaqiIhQEh6uIjxcicHQ8SljNouUlrpSKKWlrpRKY3qlrMyB3f7TSKsAXLz4Id8f/wOBsQHc8dvbUWvVLBm9BICq+iqKaorw8wCntRq52gef/kt49K7TrLg1npXP7efzz0YwZuxLxMXdcUOOt7HoXljYPuGoVEJTmtDfvzltGBDgigo1Glf6rPH3Q4e2HOYtL3dQUGAnP99Gbq6d3FwbpaX27go+t4DBMJRpyZ9w157lfDxjOoP9mmeyLBkZqKKiUMfGUn/cNcD7j3OnuW9pfMuNCDJ8om/FO/JmJNFBVeYnGAt292joz128+lE6l+UqBnRAHgBTYqaQejm1zd9Z2vCrES0WKtatw7BiBeXvvYdosbR6jkLW8v0NG6bl/HlL0/UkKFznRLmpHF+dL+fsFQxX3YpGrUGrBZolF88kJibu7fANdAG9RiAAkiS9JgjCf659TCaTAXJkKi9stdkNz2vebWGhndhYNQqF0JTK0spad0sISiV+99xD5caN7UoeyNpRRjFXnMYv9m5kCm2bxfRGrLpjIBWrT5N75AphE/umsN4IURLZkb6DswVneWjqQywcsZDBIYN5e//bVNW73l9cQjzbtzb7FavjXCGz5RoCuVBV9f/IO+/wOMpzb9+zfVe7K61677Js2bIt9y7JDduYjsGmBUILAUKSj4QSDoEkkHYg4QBJIJBACGAwYMDGGBtb7kXuRc2WLKtZvW8vM98fa0teq61kCcg593WBYHZmdmZ39n3e9ym/h1u27CR74XtDNh4yGcTEqEhMVJGQ4P0nLk6FWt37ksLjkaivd1Nb66KuzusWqa/3ukk6OkYmYDmcWK31bN5yK1Z7DfN/nE30WK9Pem7aXCK94nJ8fPhjxPM/urazawlJvwulLhp95Gyo3ckHf17EzoPn+OGzz1B6+g1yct9Fpxu4cG6kcTq96Zt9GRmjUU54uILISCWRkd6/UVFet6Nc3m18JkzoNiwOh0RVlZOKCidnz3r/1tQ4h2RUQkLGMm/h+9y6ZRXvL8xhtMnrprYXF2O84go0o0Z1GZCTbS28vKS7Z4pCHUzo2AdQG1NxdpbTVPR6ryrfI8F7X54hv8nN6GvH97tfgDqApNAkXt32aq+vd/axYPW0ttK6Zg3B3/sezW++ieT2dWtrZc6uirILSScnTlw8lnnH1MbORhJDEmk3t58fe30RBOEPgiAM2yxuWA1IY2PjO+Hh4U8AXc5BhdSO1hDdZTwAzA7fbJYDB6xMmqQlP9/ruwwUfNN7BYXCm3n0+ee46+t7fe82p5PAsN597ZLoxtZyAm3IRCz1e/u9h/+6dyI/eG4PrVGBmBJ6lwAfTs61n+M3G37DiskrWJSxiGevepa/7vgrRbVFIANFkIbClhYygoNRjxqF5PFgP3UKgOLWVlZ9vYOche9jMo0e4J26CQ9XkJSkJjlZRVKSmoQEFSpVT2Ph8UjU1rqpqXFSXe11ddTUuGhsdHfVQfyncezYnzlx8lWSZiQx+66buxoBquQqrpngjTdVtVSx58wewBsgN9ftwhi7GGVADIEJ13gze0Q3c6dEc+yzm/nZ73fz6do5ZGY+TOb4h7+tW/OLjg6vq7C01HcFL5cLhIcrulySsbFKYmJUREUpUKsFUlPVpKZ2u8KcTomKCifl5Q7OnHFy5oyDxkb/gtbBwRnMW/gBq75eyeqF2aSbTDhKSkAUuyZJx5uaCA3rNmLa4HGEjrkfmTKAjqovaTvz8YhlV13K4aJmPtjfQNZdA7c9yIrL4ljVMTxi79fWaRAwO53oe0kMctXW0r5+PcG3307LO+/4GBGjYOGCLsfkyToOHPCN8wjOQMCrm3W2+SyxIbG0OdsIV/pMak6LojionucDMawG5KabbvJs3779OUmS3r6wrcNq5KXNy2husqOQWwgyNCO6CxCkSiTBWzBjtYpoNN3WMoTuFYagUmFauZL29etxN/TdvGdDbRVX3dJ310Fr4yH0kbMHNCAAf3liFjc9lofhnrko+mmrO1y4RTfvH3ifkvoS7plzD48uepTVB1azuWgzKYvSeenrAv6+eAmq2FgcpaVIDgenWltZ9fVOsheuxmRK7/PcSqVAYqKKUaM0pKaqSUlRYTD0NLRms0hFhXd2WVXlKqEHLAAAIABJREFUpLraSW3tf66huBSzuYZNX9+Mh3aufHpZj4Zluem5mHTebWsOr/GVapdEWs+sITzzxyg0Ieijcuis+Rrwrt5eeGI2d68Ywx2PvUZ5+YfMX/ABev13t9lRb3gnC95JwsXI5QLR0V6DEhfnXZ3Gx6vQ62Wkpal94isdHR7KypyUltopLXVQXu7s02VpMo1m3sLVrPp6FasXzmMU3uZo6sREZFotfyk+yfdv906KjHFLMCWvQPTYaTjxkm+/lhHGbHXyX2+eYOqDOX7tnxWXxbZT2/p8PXhWHJ9+Us1tCb17OFw1NXR8+SWmW26hdfVqJKfXGxNKc5cBUasFn1iVw1OJtaUZw5HJSNYoJDGAzhAdwkwrXFRKIknS07m5ucOamjbso2N9ff274eHhjwNjAAJNGiRBR0h4PA0NbtrNhfz4pi10dP6d3SfjOVq2DEEWQ22ti/BwBVWVtWTImwEtMr2eoGuuof2zz7oCa31hDZAw9KO6a28rJCT9e11ijv0hk8Erj03ngT/tZcJ9c31es7XbcFqd2Nq7l4+iKHYtFwVBICA4AJVehUo7OFXWw5WH+fUXv+aR+Y9wy7RbiAqM4t/Cv9n40XHvzEwQsBcWcqq1lZu37GLewtWYTL6ZIFqtjFGj1KSna0hLU5OYqEKh8F1dtLV5OHvWydmzji6j0dr63Xc9DRXvquMvjModxbRbFvZ4Xa1QsyzTm5RSVFfEiRpverQgdPcjtDUfw9F+GnVgGoEJV2Ku2+FTmJaRGszBj2/kl/9zgPc/y/mPWI34g8fjdV9VVTnZu9fStT04WEFCgpKEBO8zlpioIjBQTlaWlqws78rB7ZYoL3dy+rSDU6fsnDrl8Bn4TKbRzF34Aau23MzqhdkEFRSgTk5GPWoUp9euZml2EiFpt6OPzsFlraPx5EtDclm1dzrpMDs512DpkhZye0QUF3XzCwvWYgxQ9WiFfN9v9zP29ml+tayXy+SkhKXw1x1/7XMfjUFDtbL/8cdVV0f7559juvFG2j77DNFiIV3WTLGzhfiEiC73pEusxh22AXl8FUatgHvnEtTyZMLDFQhCM2EmH+NdkJOT8+HAdzE4ht2A3HTTTZ68vLxfCYLw/oVtwcF22tu9P8VpY/LRKOVoguG6eTWMiX+d9ftyKSvLYdq0AGqL85kUrEUZHU3A9Om0rlnTZYX7QzZAjZfkceI0V6M2JOLoGLiHRmSojnGRerb9thC1MhDRIyCJMuRyDSqlEYEQNOruWawoebDbW0Fw43C04nI14hZtCHiQBDcSbpC5kQQ32iA1gXE6QtOCiUiLQK7sXhHUttfy6w2/5qGch7pmxZv0X9ASHEw4cCwvj5Vbd5O9cDVBQWlotTJGj1YzerSG9HQNcXEqn77JdrvI6dMOzpzxuhrKyx3/q43FxdhszWz6+iYc7nqu/OVSTLG9p4UvGL0Ao8aIhMRHhz7yee3izLLWMx8RmfUEclUQhuj5vdYWPfujqdx6dSq3Pvo65WfXsHjxJ2g0vRfQ/SfjzaJzc+RI90TKZJKTnKwmKUnV9ffCKmXZMiOiCFVVTkpK7BQV2SkpcQCjmLPgA1ZtWcknSUnMveoq6k0mDIFqwsf9CG3IBOythTQWvNojPdfh9JB/vJ7DhS0UlFqpbXIgiko8HjkeSYEkKZAkOYJMi1JpQKMJxeNRoNGYkHXLeeBwtAJOXK4ORE8bCoWEQi7hcrYjS9CjC/JPwDEpJInKlsoBewY1+FFg7mlro/XjjwlctgzL3r1Mo47Pm/eRkLCC/fstWGXbkI3JQxshAN57EaKPITQkI5MJBAX5xnoFQXhaEPrITroMRsQ/k5OT8+H27dsfByYATJtmZceOeuKjm5iZcQaQI1PokEQXoxOdhBi/5p3NNiTpRlLllWgnTECm19O2dm3/b3SebfW1zL5h4B+po60YdeAovwwIwOkKLTkzV/u1r/9INDcX0lh7mIqiw5wwH0fEjiQ4UenlhI8OImFaHC98/QL3zL6H6UnTWXXbHfxt1y7uHz+eG/75Hnfdt5acnEwyMjQkJqp9DEZ9vYvSUidlZQ5KSx1DDnb+p3Pq1LvkH/wVyTMSmfX9G/vcT61Qs2TsEgCOVB7xTacW8OlK6Gg/ha3lONrg8RjjltJ5bmuv8hijEk0c+OgGnn7pAB98MpvJk/+LUem3Dd/NfUdpbfVw6JCVQ4e8A/2F5IyUFG/8JC1N3ZWksXix16CcPeugoCCI5ORPueHN69l+5528vnMnq+64C23IBCz1e2ku+Qeny5tYl1fFnqNttLSLuD1KJLToDSkEBs4lLGwSk1MyGMbSNgB2Hxu4Av4CF9RwB2RCMNvy68gJ71+MU3I4aFu7Fv3s2SjCw0nZWYkkQaewHtWk/aj0clQKFUqZEqvTCsnH0bumoVZrmDrVykXLpsPz5s3zbzAdJCOmC7Ft27brgC6tjc5OCHAfITWyHrlchiS6kMl1yJQ6BEHBuQYH63ZGstxkIbKloVdNnL54u7Wc7/14YJ0cdeAojLGLaCzoPUPiYrYfaOBvn2SQPvohv6/jcunoOEtFxRfUNe7A4WwEuYusSRk8cNf9PPbYY7icLj77fAPjx3vTjC+e0Z065eD0acd/RBbUSOLxONj89UraO0tY+OgCQhL7T4RYNm4ZKyavQJIknl73NNWt3dJAO/++k4l6gRce71aBVRkSiZr8NCB4U0ire1YQX8zRoka+91geBmMGufPf/T/RpbA/LtSljBqlYdQotc+K+fjxIq6+eilKpZI//vGP/Pvtv3L4UBFOjxKlMozQsGwSE5ej1/ctNjjcFJS8SOi8UiLGDJxh93Duw3xZ8CWlDQO3WdCvPsOjkf5neqri4qg1hfJpWyDqzHNog9S4RTcWhwWby4ZKrkIURQztsWSGZmAwdA/toigunz9//hd+v9kgGLEIcXZ29qfbt28/AEwFMBgAsjjdXotJ3IeWZurK3TgaZdAJMl047c11lISrKNaVIqWJuB0SHjt4zBJSm4cYh5qxBl9flcPjQR3jnx10mitQBvTUlumN19e0kT72mzMeAEZjIpmZDzJF/RAZGVrGjVNRVbWJl19+mdLSUlJSUnj5lb8yd879tLSE9fAp/1+nvn4/W/O+T1RGOEueu2lAv7VKoeKKDG+DogMVB3yMxwUuLY50dp7F2nQEXeik86uQPCSx77qMiWPCOPzpCu59ajsffzSZ7Jx//p/qBnkp7e0eDh60cvCgd5VyIWZnMtWzc+drKJVKysrKeOWVV7jjjgd44KGFFBQ4KCy0fyvSLGPTf8KeLSv8MiBxwXFUNvevkH2BmhAZTlFEdUmq7Ym2Vk4JLtq1ciw6sCoFHCoQLO1E65LpbHGRfEygztpAm0agOUDEHqogRBnCjNAZRCX16CN0MDc3d8OlG4eLETMggiBIW7dufVYmk62/eLtcE0VD/QxC1q8jSa5BptejTk6m4HQFYbH3UFX/HnfffgPWxkM+TVMAyqs6WH+yFneDSGSbihlBYXzaVM11t/edfXUx3oYxIoJc3W/zmK17GxBU2YO/6csgNFTBxIlaJk7UkZ6u7gp87907nsqKSrKzs3n00UfZeXAnP39mCU6zSFBgBuPGPPKd0bz6Ntmf/wtKyz5izr2zSJiS4Ncx89LmYdQakSSp15YCQh+l9e1nP0MXmoVcHYQ+ai6dNf3XZcllAv94PocvtpXz6O9vIzV1JZOnPOvXNf5vpqnpGKeKX+KztcUEB8q4/Y7bWb78j7z66quUnyknOXkMc+YEsmCBNyBfXGzn6FEbR4/aaG4eOZ0rXwRM6nnUFRYRmdF3l0WtSovT7ezRNbUvArJjee+jKu6MTmB3SxPHlS7OBUk4ZhrQRfjG6kw6E5PiJ7F+dSFZkbeTWPNPlqVOwVFejnjOTNUpJ53LZ6Ez9np9Tw5n3celjGiO6vz587/Ytm3bLsCnE4yhsppwrR5lTAyS00nn0aN8aZ9BVFoEx4tH01mzFUN0Dtamw3ic3dlXSXFGkuK85fzlVZ2s3l3JEUsDNyv9GzAAXJZalNoInOa+ZwpvftpJWsb9g7zbwSEIkJCgIitLR1aWlrg4b8ZWR4eHAwesFBTY2LPnNBvXXsfX6z/mWFERr77xMhvWbmTl91fyct7LlO0v4+DXP8TW4iI0OIsJmY9jMPj/WfxvwG5vZeNX1yBoLax48QZU/WTiXYxcJu+KfRyoOMC5tt57T8t6sSFOcyXWpsPoQidjjFvibfbjRyX0lTlJzJoUxfUPrmP9uu0svuJTVKqRV/j9LtHRcZaCE7+lo/0YUWFKfnJ7Kkuzl3QFzG++biH3334H40eNYt7ShSy77kNmzRrDuHEaMjI0jBun5bbbvK7bI0dsHDli5ezZ4Zdpv5gxaT9iX97N/RqQSGNkn89QbyhUCvI6Gik3CdhmB6OLCEUOXBquD9IFMSF2AluKt+Cqm48qPoovm9NIsB1EHRODIiyM+JoaqiuqcIX1uL68nJyczX5f1BAY8SIHQRB+JEnSQS44FGw2IltakAcGdsmwf+WKplG3jHCPhIcZHDj5NVPZhjHuCq+PuZcfZ1KcgeKgTh4IS+edF8qJn6oje97AfZjdtnoUmrA+Dciar2rQ6K8d+g33g0wG6ekaJk3SMWmSluBgBaIIp0/b+eijNk6etFFZ6fQGyjor2LvlZj66YTkZs2cTZbXy2IHD7C/fz/Sk6dw2/Tb+Jf2LpGne2M/pHafZ8fVK3DY5yQk3MzbjAWSyka9h+Taprt7Kjp0PMio3lSkr5w/q2BlJMwgJCEFCYt3xdb3vJHT9qwftFevQhU5CoQkjIHwalvp9fr2vyagh752reeblA3zwyUzmzH2NmJh5Ax/4H4wouikseJnqqo8IMojce2MKNy5Z0vV6yKg7ugLmJw4d4/WHYgicMYOPr1/KjZ/cTEfHanbvju+adGVmasnM1LJ8eSBXXx1Ic7Obw4dtHDpk5fRp+4gkjYTrr6EyP4/4aTG9vh6mD6O+s/ci50sxH64n/pSVO+JG81JYJ6aI3iU0ZIKMaYnT2Fy4mY4yCb1qBh6PRINuORvtVSw730RPERZGRFMTNTYbkrYrDVkURfFng73PwTLiI0x2dvaRbdu2vQ3cBdDQoeKLjitJsB5lgdhAsRjEAYU3Q0UUQS7XUN0cw1TqMdftIiB8eq/Ff6II1hKRxCAjiQYjJcfa+PvxUm68PR5TYN+zULe9Cbm6785mn2yF9IwbLvOuu5HJICNDy5QpOiZP1qHXyzCbRU6csHH0aBsFBTYsFt8n3myuYt/WlaxeMJv0Wd72mK6CAlQeeGPXGwRqA8lNz6W2vZbNRd4JRtq8NNLmpeG0Ojn84Zd8+sVbBBnGMHXyc/8rVyX5B56i7MzHLPhJDhGjB544XIyAwNJxSwE4WnW019hH1759hNecnRXYmo+jDZmAMW4Zlvr9MIj2xc88PJXFc2K596n7SE65icmTfzWYW/iPoKOjnGNHfoHFcooFMyL457PZPWq1jHFL0EdlY28tpLnkHwgecBQUwIIFjJ45kw87Orh5yypmL1iNXh93vn7Jybp17QQEyBg3TsuECVpmzgxg0SIDnZ0eDh2ycfCghaKi4TMmyQm3kH/wK+Kn9f56cEAwTeamfs/h6LCj+Kqae9RhjI70PrPJNW20TqLXeN3M5JnsLt2NhITcHIlMpuq6n3zl7UR7/s5ooY39TSZKddPJ7ITw8/ZDkqS/z58/v+8m88PENzJFdbvdTygUihsAo1oj4FYlcNASS73LRb1sEij06PUy2tu9GURmWxBQj+gyIwgyBJkKSfRdpn75RS3LDd0Bo3RjEOkE8a+/ljF6cSDTJvWe1ut2tqE29J6x9eLblYRHPXLZ93thpTFtmo4pUwLQ62WcO+dixw4zR49aKStz9Plgm83V7Nt6M6sXzCZOr0czbhyS04m9qIgQpYrW+lZe2fYKTy17ipVTV1LdVu2VPTmPSqdixp3ep7x8bzl561YgeAxMnvAM0dFze3/T/yDcbisbNl4N6jZu+NN1PbrA+UNmbCYxQd6Z5Prj6/vcTxggSbG9cj3akAmo9HFog8diazk5qOuYlRXF3g+u57oHv+DLL/ay6Ip1Q1b3/S5RXZ1H4clfo1GZ+eldY1ies7zX/bTB4zAlr/AWCRa8yunyJoKVGuyFhUhuN5px44jfvZsPF8zk5q2rmDX/A/T67hWAxSKyf7+F/fstyGSQmqpmwgSvSzgnR3/emFjJz7dSXGy/VLx70CRHPEzxhv9h9LKe2VMGjYFz7X27sCyFTSQd6eSHMak+2+8NiOTpA7Xop/sGv9UKNRISFqe3eFPu8WYTdnR4CAiQYbHo+dJ9PUfch6mQXYdJJUerPX3h8A7gmaHe52Dwo77y8lm4cGG9JEm/BTAYBIKCOhgl289K5XFmKvIAiIxUdlVYeqTuVEdr01G0lwSJG5vtGM8qUct7SnLcEZVC5zY3X37V+5cpOjuRKXsuGc1WJwcKQzCZht7BLzlZzS23BPPii7H87GcRxMWp+PLLdp544hy/+MU51qxp5fTp/oxHDfl5N/PB/FnefuiCgDYjA3tREZLTyeywCKryK7A4LLy89WUcbgc/mPeDLgmOS0mamcTVzy9jzkPjOH7mcT5dN4vys/71n/8u0tx8gjUfTyNigoqrn1s+JOMBdGVeFdYW9pDR90HoO5AO4Ggvxd5WAoAh9oohXYtRr2LL21cxf7qCtZ9MpaWlYEjn+S5QfuYTNqyfRUvtf/HW85lsfXtZn21oFepgQsfcj+ix03jyJUS3lQ3bKpgdFonkcGAvLkaTkQGCQJxez5r5M9ibtwqzuabX84kinDrlYM2aVp588hxPPHGOjRs7iI9X8bOfRfDii7GsWmUiOXnoadShIVOwVgThtvcM4OtUuq7Og5di3lPDggI3P4zp+VnoFApmN8hxtPsq8E6IncCRyiPdGzxKAGpqXEREeP97lmwr1ysLiBQKMJk6CAjoelafzc3N/UZUJi+/FZyf/PznP8+3Wq0rBUEICVU3MrdlJ4YAHWHWWvI9aeiDgmhrc+FQb8aiP0CUzkGoQYEkulAZknBZuutC8j5pZpGq77S6ZJ2e1ioHB+qaGT060Oc1mUKD1jQGa9Nhn+2PvVhNWMzvkcsHNyhFRipZuNDIXXeFsGSJEY9HIi/PzNtvN7NpUyenTzswmwdeR1sstRzIu4nV82d19f9QJydjWLSIzk2bcJ49S6hGw0clpcTPSqLT0Uldex1z0uaQHJrMnrI9XTINl6IN1JI6L4W4qZEc27mG44deR6MOxRTkvwDjt01R8T/ZtefHzL1/JhlXDF2yPj44npsm3wTAW3vfotHc2Oe+VUeqiNYILJzVd5af6OogIGImSm0Y1saDiK7eB5GBWDgrluS4AP72rxdRqgIJCfnutyK+QPmZT9iz6y4CdQf51+9mcfeN6YSYtH3uLwhywsf/BKUugsaCv+Lo8NZNvPzWSe5PyiBIrUam0xEwdSq2o0fxtLVhVKlYEhPGS9teISLmClQqQ7/XZDZ7FRh27DCzY4eZzk6RjAwN114bxKxZAej1clpb3T3cxwMREjiXggPvEDnet75oZvJMTtScwOKw+Gzv3FbJTU06ckL6Hq/GqAPIr23Gk9Q9sU0MSeya3Cjb7YxXdmKxyHF5YggMVGBrOsuNsjyCwkyM1ZxFmRmCxqgEKLVarXe9++6730hB2DcWZR07dqxz+/btj0uS9LE+KoC66dMxHjmCMTaG8e4GjrTW4krLQx1jQULg/Tq4zmVnQrwGLlLdzN/bynRbIAwwzk8zhZJ/ton1G2pYvqx72St5HAiC723vPNRCp2sBgao+9OAvISBAxowZAcyaFUBiopqSEjsbN3Zw6JB1SIV83cZjJlEB3ToHmsxMkCSsR48CkBoYiPuimcqhykNsLtzM4ozFXDX+ql5TUX2uOziART+fj7XFyq7XXuDYiT8ybfIfiI6ePehr/ibZvvN+Gpr3cO3zV6EL9k9Woi8WZywGoKK5YsCqYa8WVv9uLFvzCVyWapQBsRhjF9Nc8s9+9++PpfMSGJ8ewjU//D3NTfuYOWvggtdvk9pz2zly+EmSY+V88do8wkP8+24CE69BbUylo+pLbM1Hu7Z3tDtJNHqzLG1Hj8Jtt6HNzMR59iwAMXo9H+ZO5ea8W5ie+x4BAT1qHnqltdXDli2dbNnSSWCgnMmTdUydquOqqwI5c8bBnj0W8vMtfhkTlUqPXsymoeQ44endbnKFXIHD7Vsa0Lm7mhtbdEwPHljV+06nkZeLW1GP9noTPOfHPG27nRvCIHW8E9jEruNHOVyay/goKyplNM2iSPukSRjPBz9EUfzxsmXL+q5RGGa+ERfWBbKzsz8BNgOIERG0LVlC+bx5aE0lRM06SEpmCAkhCShkCgjW8GmTRHWzA+l8FlZtnR31CRlhKv/8xNNMoWiKZOw70B3ckiSPV1DxPKII//hUIDauf6kJmQzGj9fy4INh/OlPsUyfHsCePRZ+8pNq/vCHevLyOodkPKzWOg5tW9nDeABox4/HWVnp0/9EIfoOaGsOraGipYKrJ1xNcqh/la26YB2Ln1hA7qPTOFz8//jiqyV0dlYM+tpHGrfbyqefZ2NXnGTFizdctvEwaAxMS/TGhzYW9tSx6o2BS1Ql2s9rYgVEzOjVPToYYiL07PvwevTKI2z4Ihe3u2dzoW+bzs4KNn+1mKryx1n94jRW/2m+38ZDbUwlMP5KnJ3ltJ352Oc1wdP9abubm3FWVaHN9HVfRwUE8OH8qeRvuwXrUIQV2z1s3drJ739fz09/Ws3+/RZmzQrgxRdjeeCBMMaP19JLGw0fUuPvo2aHb0xWQPDRwDKfbGDROQUzg/3TQYtWa1lYIeBs8WpYiaKI1OngyiCJ1CgNgkyBypDI/FlqHrghj9DIcs7m5NC6ZAliuHd1IwjClpGqOO+Lb9SAAJxPLev6pOVqNTMcDjK3n6OyqZKqlirig+PJiMrAEBPBJ6VOQMTtETn9lY0J6sC+T94LC0OjKPq6naaW8z9EiS6DBPDbN2sJiew72y08XMGNNwbx3/8dy403BlFe7uCJJ87x/PN1bNkyNKNxgQvG4/3c6UTqfH+AMr0edVIS1iNHfLarERAvCqK4RTev73wdj+jh7jl3o5D7v6gMjApk+a+WMPGWODZvu46du3+AKI5sTr2/tLeX8fHamcTPCOKKJxYNy5OaMyoHpVxJs6WZ/PL8AfcXBMEvsR9rw348jjYEmQpD1OUXoCrkMj5+ZTFX5Rj47NMZdHScvexzDgei6GTP7vvYu+s6fvvTRDa8fgXJcf7/HgWZipDRdyOJbpqKXvfp5+FwelBe8iXbjhxBnZKC7JKJVaROxwe5U8nfditWa98tHgaivd3D11938txzdTz55DkqK51dv/Xrrw8iLKzv31Ja9JMUr++edImS2BUvs7dZST5qZklY/1pXl7JAHUTqMRuiKOIRPWS5XUxIjUBjykClj8dprsTWXkXtZ3VkWKzIfHuKuARB+NGg3nAY+MZiIBd4++236++66y4jMAtAbG8noriY2E4HlYJES5C3nWijuZGYoBi0QVGo2zso3FBFjjIWdVoamvR01CkpaEaPRj1qFJrRo9GkpSEPCgJRRLT4+iGzDMG8ua+M6TNDkSt0qIPSsTUd5lhJJ5sOTCY01DcPX6EQmDo1gFtvDWbxYiPV1S4+/LCVzz9v5/Tp4ZEPsVobOLJ9Je/lTCNC13P2ppsyBd3kybS+/76PlP2e+nrMkRr0Id0z3U57Jy6Pi5nJM5EkieK64h7n6w9jhJExV6TT0niGPZv+iEoVOmytcYdCVdUmtuR9j5nfn8qYRcMTp5EJMu6fdz9apZZ1x9dxuuH0gMdUH60mRgMLZg6gdCCJCHIlGlMGCm04nTVbGExKb19kT40iLkrNa//6I0GBozEaR7ZLZn+Ula1m9847uWGRhjd+M4+E6P5jEL0RlHQdutBJtJ35sEdPj71H6mgstLMopvuzFu12DLm5uCorcdX4Bs/1SiXLYsJ4afurhMcsQan0Q+K2H2w2b8wkL89MQYGN+Hg1K1eamDBBh9sN9fVun+QXlSqIjoZ6CKpBG6ghKy6Lotoi7G47nrVneCImzfcNBAFlVBSaMWPQZWV5x7DUVNQpKaji4lDFxiILCGCCVeJwdSPqoACuHRuNWqPF0X4aj6MVkKg9KRFXLkMjCLRERSGovUkBkiT9LicnZ1ibRfnDt1JpFhAQ8Euz2XwdkCIEBOABmgUPhhaJ2Z0K9HYRRAm3WAIx0XzVYWWOaQxqYwjO6mrshT1914JKhTIqCnV6OoYFC0AQsBUUYDt2DESRxYoINnxVzTXXRSJ5bIgi/OVDBTHxd3adIyJCQU6OgSlTdJSU2Fm3rn1Y0v8uxWZr5OiOVbyXM40wbe/BRu348bgbG3FW+hY8Tgwysam0iYhRvrUPmwo3MT1pOleOu5J95fuoax/88j7rhvFkXJFO3p//xKnSN5if/S4azch3ZbyYEydfprDkbyx7+goCowa32uyPrPgsTDoTDrejz37VPRggC+tiOs9tIzDhKhSaULTBmcPW9Oiq3CTSE4NY8eMfkd7xEBkZDwzLef3FZmtk545biQyxsvVfSwkyDC3zTamLxhh7BY6OMm8P80s4VthEZmCwzzZnRQXu5ma0EyZg2b+/xzHhOh0fZGexasftTMn+N1pt2JCu7VKqq12sWdPKRx+1MmaMhtmz9axYEUR+vpXt2ztpaPA6UJJj7+dE3o8w3YFX0FChon1PDT/Qe2MzglyOdsIENGPHgseDs7oaZ0UFtmPHem1RIQ8KQp2czJXmQLYfa6eqRoN47hxyQYZcIUCAgNnqIVAQ0EoSQvfK7BTwm2G5+UHyrRiQKVOmWLdt23YvsEVQKITNmaEclpnVSszxAAAgAElEQVQJrHfwYBGADGV0NHKDgRPWCtSZBirjYvhk81ZGdwos92jRX+KqkZxOnBUVOCu8y0pBoUA7cSKh99yDs7KS0Vu3svNwI9L1GjwuM799swlT+K+QyWDiRB25uXqUSoFduyx8+um5ERNus9kaObZjFe9mT+nTeAhyOdrMTMw7d/Z4bXJYGGsrT/XYLkoib+15i6eXP82t027lhc0vDOn61Ho1S55aRHn+Wda/u4CxGT9iTPr3h3SuwbJrz0M0tu3huj9eM+QU3b7IHZULwJ6yPV7paz/xV65adJmx1O9FH5WNIXr+sHbNG5VkYue717D03tcxd5Qwbcafh+3c/VFS9BqnTv2V3zySxdLsyytGDU67FUGQ0VzyVq/KEiWl7fwgbKzvRknCdvgwATNneoOQveS/h+t0rM6eeN6IDO+ER5KgsNBOYaEdjUbG1Kk67r47FIdDJC+vk2PHbKRFPsWpL36BZZIFjUJDbJmN0anJGBYsQBUbi/XgQVrfew/J07+r2+JxU+CpQkEl069bwN49FTSeaic7ahyezk5c585BMzQslqMKV9F0zoTgLWOQBEF4ICcn51sJln3jLqwLvPXWW2fvvPPOBCBLrjFQ66ol0CyRZdOijIjA3dREibua+MUhOKyN7LJ0kD52PIXB7ex0dSK1OUmW9ZPTLYq4zp3DeugQCAKmm24iVRXARwdO0Nzh4HDJLFasmMnNN5sQRVi/voONGzuorHQywHc9ZOz2Zk7svIV/Z08mtA/jAaAZPRpDTg6tH36Ip6XF57UQrZa3T50iYV5Kj+Pabe0EagOZnjSds81nqe/wT1qhN0wxQYxakMrxvM8oKfiIhPirR1CKXOTLr67Boy1n+S+X+jTYGg7CDeGsmroKBHhz95t95utfSs3xGmI1kDvDPwVnj6MZQ3QuSm04lvrdPRogXQ5qlZy7rh/N2k07OFGwjuSUmxipbgxOZztbv74Wo+Yw619bzOiUvpUb/EEXmkVgwnI6ajZjqd/T6z5vrynhB2njetyR5HRimD8fe2EhnubmXo8NUCq5MjaUV3b8jbCYJSgUl5ds0Rtut0RlpZNdu8yUlzvJytJx/fVBBAUaOFMo4RRKqM8/xWOzriDsmmuw5ufTuXkzrtpaBnJhHBE6aJ7gYsp8I8njpmJuKWZjnZnWZCOOY+XE2NyooqORRBFbnIA2KICWgOkg0yBJ0us5OTkvD/sN+8m3KpakUqkedTqdy0xaU8RixWKclkLaO9qgro7GCBsxc2QYgkxEWM7RVNpIXHAcRq2RjnTYGu2gLL+J++TdWQ42t5s9TZ20CVo63AKCXIXN5USoLkDYcoSQtGgOtntoQs7jT9zM7t0Wnnuu/RtpuGS3t3By5y38e94kgjX9Z5FpJ07E09aGo7RnXwGVTIZc7PuBXHtkLdOTprNi8gpO1JxA9EPkry8UKgWLHp9P6c4yPv9oHjOm/oHY2EVDPl9vuN1W1n2xmMhMAzO/37Pd7HAwL20egiBQVFtETVvvhWi9Msjx2WmuwtF+CnXgKPRR82gr/2TggwaBTAYfv7yY//f7faxfl82SpZuHvXK9qmojRw49wVM/zOT6RcMQcxFkBCWvwOPqpL2/IlZR6DVPwn76NJ7OTnQTJuA41XPlfYEQjYb3543n1l3fY+Kcd9BoLs/o9UddndfFJZcLTJyo5anHbueDj/6ApUHkI2cZzZ/tBJkKUZLQKlWIHidBCpFAyc7sUAMaRfewu0XVRNYyA8GBauSqICTRwbn6JmxqNYnBwWyc2ojrmJWJdXUQGYkoBVHlzkBQaAFqFQrFEyN2o37wrRqQWbNmtWzfvv0RSZJWa5VatGmTaU4D0eMh1P4u+qBQXJZzmK1ulFoVxXXFTE6YzKGKQygNaqqzlTzzpR2DmEWjS49NMmEIzUKh8J3dCwJkZemYNk1H0euP0FF/lk9+eRdNHRIdYiCdimQi4m9EJhtet8kF7PZWCnfdyjtzszANYDwAdFlZWA8f7nPmopT6HtnMDjPrj6/n5ik3e7V0ynYP+bovkDo3hZjx0Wz63ZNU1mxg1vQ/XfY5AazWer74chkZS1MYu2xkgvZymZw5qV4x6K0l/cuu94bMzxjIBTprtnoNSOQc2s5+6pdK72B54bEZvPLvAt5YM5srlm4cNt9//r6HcVj3s/mfVxASNDyGSR85B6UuipbT/+53RSaIfXzOoojt0CG0WVm0rlnT73uFaDS8P2cct+7+HuNnvz1iRkQUndRUrkXnruLg6U6qNot0BMtR6Y3Mvut58vMtHD1q8/n5VgJut43PWg8TILQRqujEpD/EbbcGo1J4TafamIy16TBGnRJPo5tz7ecIC45ge2YLMakrkZ1X3rjok3pw7ty5rXyLfONpvJeSnZ39gSAIPlMTmVyOXKUDyYPottBiF1BovLbO7rJ3parKFDLaFNl0Bt6MJvRKTGGzfIyHWi2wYIGBO+4IQSaDP//hKf7rp9cRQx2/+M2T/HL+WP471c0z4UcJK30AZ8mjnCt9HVEcvl4DTmcbxXtu4+25E/0yHsrYWBRhYVgPHuxzH0U/BgRgS/EWWiwtXD3hamTC8HzF2kAt1/z2Sggp4vMvcnE6Oy7rfK2tp1i/YTFT7xg/YsYDvJIQgdpAWq2tHK48PPABFyMw6FWItekQHmcHcrUJbfC4wR08CB66bSzP/GgcX25YSHt72WWdy+Fo5csNOYxNKmPL28uGzXgIgpzAhKtw2xsx127vf99+7Kzl4EGUUVEoIwdOizVpNLw7O4OTe+7CeUk/octBFF1UlL5J56n/Iqj0RzwXfpiXU838bmEKzzzzEzz2Oq6792qe+vXzyOUCd9wRwvz5BtTq7gdIodASHDYbdeiVdAatpFkzq8t4CDIloscbxjAZVGhcEhaHBVEU0Wp1XcbjAoIgfJyTkzMibWoHw7duQABEUXwIrwAYAC5nB2esSvacbaa43kWL2L0yON1wmpRQr/+/owz0yp5S2EajnGXLjCxbFkhhoZ23325m17YPuWVxNSHBRgS9jYa//Y2ga69FGR1NlE7Hw6PieD5dz3MxZQSU3Edj4ZNYzJdXXOd0tlG8+3bemjMBk9q/+IFu0iQ87e3YS0r63Ec+QHzf5XGx7vg6wg3hzEieMZhLHpBZ98wg88YEPv8ih8bGowMf0Av19QfYtOUG5j08k8SpI6sUfGH1sat016DdeQICst4agvSDJLox13mTH/SRIyteee2CJN74zSy2fH0NdXUD17X0RkP9Ab76cj6//GEyf/x5H1KzQyQgYiYKTSjtFeuQBpiUyfp5pu1FRV431uTJfr2vSaPh33MyOLH7+5dtRMyd5VQXPouq5GH+EHOaF0bJ+emoSCJ1WpQxMQRedRX1r71GjcpGcKgJ/ZRSNmz6lLffbqa42M6yZYEsW2bEaOwZ12u3zefoKW82ltqYjKO920UXoVahsLigpYkwuQK7y3zxoW1yufwbr/noje+EAcnNza0WBOHhC/8vV+g54DCwVdSw2q6krc1Ous2N5BJxup3IZd4vQ16biULRnf8dEaFgyRIjWVlatm41s3ZtG7W1Luy248zPymPC6EAk0UnOnHC2Vp2h6Y03MK1a5VOoFKbV8tiYeF7JUJFW+wwNJx/FYu5b7rsvnM4OTu29k3/MziRI5b9rTDdpknf10U9gxp8vbVfpLlosLSwdu3RAOY7BkjQ9kcVP5rBj712cOvXOoI6tqt7M9t13s+QXC4lMH1yh1WAxaoyMjxmPJElsP93/DLhXhvixmWt3ABLakImXXZk+ENPGR/DR/yxg/967qa7umR7bH6dOvcnhg/fx2V8WsCx7uPuMCxjjl+K2N2Kp6z1w7rN3f6tqUcR66BDaSZP8fvcglYp3Zo+mcO+9Q1otW8xVVJ14kpT63/FGhsRTYyIJ03avzGR6PaaVK2l64w3WV5zBkBWBy+MiJEUPiXm0mws4d87F2rVt5OWZycrScsUVRsLDu6MGCmUgJ8vP14sIciTRjc0tsva0G8ni4KkMJY+M0XJjjBH1ReOcIAgPzpkzx//uVSPId8KAAGRnZ/8LeB9AJpNhEkxolVpCHSJLM7WsGq1gqcKNzOFGlETsdXKUNu8MLz5exbx5esLClHz1VQfbt5ux270DsMtZx8TEd1g8y4AyIBanuZLoiACatB5Es5m2Dz8k+LaeMiYCcF9aAq+M0xNb/RQ1Bc/67dpyOjso3fc9/jEzY1DGQxEaiiohAeuBA/3upxZkiO7+Z9Nu0c3Ggo3EmmIZGz22332HgjHCyLW/X86p6lfJP/i4X8eUnVnD/oOPsvxXS4a1xqMvZiTPQC6TU1BbQLO59wye/vC3BuRS3LYG7K1FCDIFAeHDO6vvjVGJJjb8fQlHD/8/yv0M3B86+ChtjW+w472riIsafiOnDRmPUhdNR9VGn4rz3mjvdKLpRVn7Yqz5+aiTkpCb/I9rBKlU/GtmGsX7/DcioujiTMFzRNX8mjcyVTyQ2rveVvBtt9H6wQeIFgtn1B50Jh2VLZXEBMUQPkmNNfADHA5vlbzNJrJ9u5lNmzoID1cyd66+qwPp6ZpFnK0VQRJp6HTzaoGHYyoFdSEazrZKyBQ6Opymi5/Fd7Kzs9/z+0MYYb4zBgTA5XI9AFQATAydSJQQwTVRQWgDwlFoI5gzJo7FSgmnwwFnpjAqLZbJk3V4PBI7dpg5edI3cOVxW4kPeZmVS7zWWx2Yir3NW6UtM3pv3VlVhbOyEt3Uqb1ekwx4ZHQiv02xYT52N811ef3eg9Np5sz+u3hzxhiMgzAecN591dqKvZ9sEwCjUoW1Y+AU0R2nd2B1Wlk4ZmSym+RKOct/tQSr8gBb8lb1u29xyT85Vvg8Vz9/Jbqg4U+z7I2ZyTMB2Hm6Zz2NvwzViHhXIV43zjdBVFgAX791JSWFv6L0dP+rwu3bbiYy6CgbXr+iywc/3BhiFiC6zJjrdg24b3ObDaOy/9+KvbgYT3u7326sCxhVKt6akcKp/ffjdJr73bexNo+W4w/yUkonP02P7nMBGjBjBs4zZ3BVez0THTrvZ1hcX0xquLffR9RcGU2y1/F4usszJAlOnrSxc6cZUZSYPFlHUkoyO4+Nwe508M4ZCX18HBHGCMICw9lrC6TeEoVN2aXMXK7RaB4a1AcwwnynDMiiRYvaJUm6DfAIgsAkUxYyzTjaOmzYzHU0tVjITBmHvMRDSuhYWlq8DWNqaly9nE0kLOAF7r9e2bVFoQnBbfPOCmQXKR90fPUV+jlzEJTKS0/SRahGw4tZSUy3vUtN4XO97uN0mjl74C7emJ6OYZDGA7zyJZb8/AHzxvUKBS5zb/fsi8PtYGfpTsbHjCdEP3IV5TmPzCUw3cIXGxf3ukorLP4bxeWvcvXzV6LSjUym26VEBkaSGJKIxWHhcNUgg+cXEBh0DOQC1qbDiG4LamMKCm3fUt7DSZBBxfZ3rqLq7EsUF/2lx+ui6GLTxkUsmGbn77+eM2LXodCGoTWNo7N2O5JnYG219k4n+n5+ewBIEpb8fHRTpgz6eowqFW9NT6I0/74+jUh54e+ZZl/DKxOj+012EVQqAmbOpOPrbneh+XygvK69jlB9d1lBzCI3dY6/AD29BTU1Lg4dstLS4sEin8sHO93EJo6ns7WTutY67GY7oQGZtMomXJjEiKIo3jVjxozLy14ZZr5TBgQgNzd3F/B7AIVCjUs1inrZciqkVbTpbqRRmsn0zDHcc/U2cjOeZlz8W8joOWMPUv2Zh266aOksyHweZpnqokFaFOnMy0OfkzPg9d2WFMujMc1UHrzPRynV7bZSffAeXp+ahn4IxkMeFIQ6NRXLvoF7a+sUSlyOgQ0IwNbirSDA3NSRDehOuWUSSTnBrNsw3+dzOVHwZ8qq/8HVzy1DofrmssZnJHmTB/af3e+jkjoYBhZz7xtJdGFpyAeEb2wVAqBWy9n81jIaav9JUWF3fZnbbWPjl/O554Ywnnoga0Sv4ULygPmcf3Ens9WFzg8RUOv+/V7Nu8DBuz/1KhX/mJbImYMP4L4ondjttlJ26EGejG3ke0kDG3pDbi6dW7b4xCgdyu6xxO1x+6xao5a00WB/s8d57K4ybAEfURf0PLppecSnZTA9aDorUlawMm4lV0ZfSVpQGorz/YkkSfr1/PnzhxDIG1m+cwYEQJKkXwqC0CV+I1dqUSi7ZwVyTSQdbfVMnxLPjbln+cHyfzEq6h+IHq+IYrDmNX5wQ6uPLLPamIK9vVtAT1D4zvJtx46hHTOm7ybYF5EeaOSVieE0Hb0Hm7Wuy3j8bVrqkIwHgG7yZFz19V29D/pDK5fjcflXLt/Q2UBxXTGzkmcNezD9UjKWjGbctYms2zAfp9PM8ZMvUFG/mqt+tQyZ/Jt91KYnTQe8yQRDZajuqwtcCB4HhE+/rPMMFpVCxqZ/LKW18d8UFvwZp9PMV1/O54l7k/n+jaNG+N0FAiJmYW8rxG3vu1nXxbhcIuqBNNQBx5kzuBobB+3GuoDXiCRw5uAPcbutWCznqD3yIH+fYCLd6EccSCZDnZ6O7fhx3+u/KHxzuuG0T1sFmUxGyIIqmp3esIXbY8asfB9h2ttop55kzNRw6pvriDR2J5RoVVq0Kp9atgMGg6F3t8e3zHfSgOTm5rrdbvetQK+aE4Ig4HTLEQTvsjc8RMEtiyvJzvwzBuWr3Ht1FRqVb1BObUzF3tbdO1yuuGRwkCRsJ05422j6gU6h4C9TUjGf/DFl++7gL1OS0SmGPsMOmDYNy56Bs1UA5DKQ+qlGv5RdpbsIM4SREt5T/mS4SZmTTNaqdD5aO4PKhjUsf2bJN/6UJYYkEmmMpLa9lvKm8qGfSObXfKJPHB1luGz1KHVRqPQDKPoOMwq5jI1vLKWt6T0+XTudZx8ew3WLem8vO5yoA1NRaEIw1/lfwCoBCj8/aMvevX3GK/1Bp1DwxpRYSvbdQ3vh4/x9aoJPZXh/aMeO7WE8AMSLnu+iuiLSwn2VeOVKGYFzi2iw/hNbxBvoZ5egDpQhIKCUKVGg6G+yYhYE4dYpU6b453L4hvlOGhCABQsWlAmC8OO+XpcJ4LLWoNR1W+761jAkKRJXj8FVAESfquDeHljLgQPoBpEq6HS7McsMKNUmOntR1/QXucnkt/sKGPRK4lDFIZxuZ1czpZGm85wVjcqIy+bC7Ry+okx/uXCfe8/svexzXd4qRMJS770GXdg389lfjN3ppsMioVYbKavqP4A8XASET0fyOLA2HfL7mAESsHyw7NuHZtSoIbmxLtDmdCFXByMJAk63/8+nNiur1wxJ4aLVk0f0IElSj9+oJAko5RHILoqHRAZGUtVaNVC6+A+zs7MH7j3wLfGdNSAA2dnZ/5AkqacDEeiQUnE5rQgy7yrk/c3JFNd8D7P7BtZu981p1wSNwtZScMkZet66aDYj60fk8GIcHg8/PN5M3MSXSZ76Gk8WNmEfxMN4MQFTp+IoLcXd6N+S3yNJgxIcdLgdHKs+xqQ4/43jUClYX0z1XgvXX7eLrHFPs/6XGwdMOR5upiRMQUJi3xn/DHJfCAgMMYbehaXeew26sMEHfy8Hh9PDou9vYszYX3LNtbv5YGMHf1s9uD4xg0dAFzoJa/NRv4LnF5DLZHj8XFC76+txlJcPeRVidbv5WWEHo6f+DxETX+Mnx8/5/buVaTQ9eg0BXBr+L6or6srGuoD9cAYm9TI0DT/EVuANtCtkCuwuO6kBqfSGIAh/y8nJGVyh1TfMd9qAnOchoIfZF/TjabTFIkke3t00jqLqVcjOq/OW1a3gROlFqw1dFC6LbzGgXOp9AHY3Ng6Ya+7weHjoRBvR4/90XsxORtTEV/jZsaFVruumT8fsp/vqwvsr1INzlx2sOEiIPoQ408i5Uoo3l1Kxs4OlSz4HZCQmXMPYtJ+y4dlNvSWijAgJIQmEGcIoayyj0eyfQe6TYQgZuW31ODvLUeoiUQb4p+p7uYgiLL33a5JTHyUhYTkgY+GiDfx7XQtvf9p/ivjloDIkIFebsDb2X8d0KQFaJa5BPCCW3bsJmD60uNIjR2tJmvgnQIZCoSF0wl/52cl6HANIcCtCQnDV9d5jR3uJCblQD3IB61kVattSAOQyDer6+3AWxeMRPSQoEsiM8G3bCyAIwn6LxdKnB+a7wnfegOTm5toFQbgB6DEamGVj+WL/FKyyVcTG6rqC5jJ5MEdKvZ3s5ErD+W5e3Rwta2dfjZU6Z08JfefZs6ji+h5kHR4PjxR0EJn53z5KqAqFDlXKE/x30dlB3Z8iLMzbNyDffykKm+hBFTC4YP2JmhN4RA+ZMT0f1uGgdGc5ZV83sWzpei5+rNJSbyEx6ja++t2WEXnfS5mS4J3p+9Oy1h8uN5AOYGnw5oPowoYW/B0s1zy4lYjoO0lJuemirTLmL9zA6x828PFXlxEX6gdtcCaS6MLWcnJQxxkClNgH0UPBkp+PKj4eRcjgUtN/VViNcdTjPr9buVxNUOYr/LygsV8jooyL6+o1dDENThuqDjPWWt/s2jZbG3q1NzAv1YxFpfS63GQyiI0NIElxP8rKdMYYe425NoiieOOyZcscg7rBb4HvvAEByM7OrhIEYSXg8w0rdNHoTEbM5gYaGtwkJKhIT9cQECCj7FwmNrsbddBobM3ewNe+kg7+kNfM+60KPDmJ/NnUQZndd0nqqq9HERpKbzhFkZ8WWQkb+4dee2MYgjIoU89jZ32T3/cWMGMG1sOHEW02v4+xuD2oDYPrzWFz2TjVcGpEqtIrD1RTvO4cS6/wNR4XGJfxECb1HHb+xf9V1lCZFDcJSZI4UDG4WXBvCDJhWAyIteEAIKELHXkX4t2/2IugyiV99P09XpPJFCxYtIEX3qpk8+7By/MMhMY0FntbCZJncONecJAGs9v/GLFosWA7epSAGf7rvG2pa6ZKOx+DMa3Ha3K5GuPYl3iyqAVnHxJCirCwHiuQCqeFEylmfnVXEvfHy4k824KzxmtIjlcfJyMqA7fVA50ZBATISE/XEB+voqHBjdlcz6jQGKICe8j5uCVJujk3N3f4v6AR4D/CgABkZ2dvlSTpqUu3x8YquPLKVozGRsrLnZSU2ImMVBIZnUVRhRrJY+PYWQsv7ulgnUeDNTkEbZi3ilAzNZy/h1g45+gevD2trcgMPfs9O0WRn5U4CMn4bb+NlSKSv887teD2s8lIwIwZmHcNLtXULnqG1LGv4FwBqWGpKP4/e+cdHVdxtvHfvdtX29S71SUX3G3cLckdCB1MgNADOCGk8CXg0EKvCYEQQg2hY0IHUw3uHfeiLlm91+313u+PtSXL6rJIgPCc42N7d2Z29u6988685XnEkavHqD9cz75/l3La0tWI/Yx76tQH8TVFcuCDE2NRI4doUzRxljiKG4tpd548E6uAcFJZWMfg97TisZaiNoxCqe19czISePC5Q5Q3xDNlyt19thFFNQsXf86fnixk5/7hC46dCEFUBVPl24Z2+gAIM2txDrFWx755M/pBurF8ksQr9WriUy7ps41CoSFk7F+5o7CjVyOiMBgItHfdUw1eF6VpThYuCFLpp8WFsCI7jJtO0ZLSYMXXaMPtcxNoMpGWPJboaBWFhW7Ky72YzU2ccUY78fG9Pi+35Obmrh/UF/sO4HtjQABycnIeBt458XW1WmTx4naWLSsgJ6cYrbYAi6UJjyqTJ9Z8w9tOBdZ4E6pe3D7a6VE8o27t9MBKbjfiCbUcXkliZXEAc9a9g9IMCcu6k78UVA7YTp2UhKDR9Krx3h/kYUZ28+vyUSvVJIWPDANuW2U7O/51mGWLPx6UWuGC7Nep3NZK1Z5vZ3M1KWESEIz3jAhGsGzG2RScky7i2yniW72hmo/WOZg378UB2yoUGnIWfsJvHzxA0ZGRkZNQG5MRRGUnVdBQIAgw1GwF1+HDKAwGVAkDx5Xuy68ldvRtA7YTRTWarEe5u9jew4gISiWyJ3iykoDt4W0sWNBThyXCpOaKU038Kk1Jx4GdZJkzMZka0OuDa9OyZQUsWtSOWt3r0vt+dnb2yIjt/IfwvTIggiDIsixfBfRYcXU6JTExWpKTVUyfLjBrVgflbVEQOoHJmdOYnDiZaUnTmJY0DYvO0r3z/FhecHbtxo7XL/ZLEreXgiHjT4MWnNLqoigRx1Ln7J+vKmTmTBybNw9IXXIi5GEW5ZW3lOPxe0iLPPl6EEerg41P7mLJwvdQqwdPxrds8cfsev0gtqbBycoOBZMSJyEjs7ty8Cmk/UI4uTqQ4+FsCs5JHz5xgJZDR3mtlbv/nsfCRYOXh1CrTczNfp+rbttJQ8vJS+9qzBlIfhdee9Ww+g+50FSSsG/ejGFW/1X+lXYnFcqJaLVhg5uHqEaR8RD3lbq7eRGOXxM+C9RzxtndXU8KjQV95DT0kdPQRUwmOW0a2UnjsUgGZs+2Mm2aQHKyipgYLTpdryePAq1We6UgCENbDP7L+F4ZEIDc3Fy7LMvnAwNunSTPRFp3LeKbjdXsrdrLropd7K3aS5wljvkZ85mYMDGYqqkQKclSc8TtQFCrO+MRfknijnIl2rQ7h6xWGD/69/y9tB8GWFEkZMaMIbuvAKy+4cXWJFniSPMRksOTh9X/GLwuL18/vI3cea8NWQ1PqdSTM/dV1v55E9IIagnr1XoyojI40nyEVkfrwB0GgWAa78hYEL+7Ga+9Ao05C1ExcjK0Xr/EJf+3lbnzXh2yvK1eH8WpM19n+W8343SfXL2OxpCEx1o6bAVG2zDuafumTehnzuzXyj9+xEFy1g1DGlcU1ZD2AA+U+zqNiOzxICiVVHgcJM7QolSIgIAufCKG2Pmo9HE4m/fgbNqFq3kvX6yt5r31S3C4Jg3mI1sEQTjru8ZzNRh87wwIQG5ubgFwNtDvXVdZCfFxo1AcWY6nJvhwBaQAeV1MqFIAACAASURBVHV5bCzeSHV7NYvHLiYzOhN9Wigfap0oTCYCbW34JYm7K3Wokm/t17ffN0SatVOotvdewKUbOxZfbS3+5sEF3GXgyaJD3JC/hbHjjex/bhP+YTz0Zc1ljAobvvaDJEmsuX8zs6Y9icmUPKwxQkMzGZv5G9b9ZeOw53EixsaORSEqhq462B+GoUjYH5zNexFEJdrQMSM25sU3bSYj6w+YzcM7VZrNqZwy8QnOu3F9fxI0A0JlGIXXNvTsLrvTyyV3bKJtlJGf7tnC43mDj6H4m5rw19ejHdP79Txic9Chm8xwljlRVOJPvpdHK2X8koS/vR3RaKQw1MWEcRa0liyMCYvwOaqx123E3ZbXaTwPlOr4eu9FREbGUzmwJ9sLXPhdLhbsD99LAwKQk5OzSZblKwmurT3Q3OzD7bbg98uolLEECuf0qEVosbfwZd6XyLLM4jGLqYtTYzOE4K6t5b4aA8KoPwzTeAQRm/ELXqzo/aAUMncutvXrBzXOMyV5/LZoK9OXR/LUQ3O464apPP27qRS8sIm28qHpXFS0VBBjiukU5Roq1j68lfFZfyQy8uR8+Rlpl6L2ZZL3Wd/Ki0PBhPgJAOyt2jsi4wEj6sICcDUHjZs2bMKIjPfEKwU4vGNJSTn/pMaJjJxOQtJKLvn98Ay6IKpQ6aLwDlHBc09+CxfduZWEC6Yy8eKpjL5pDsW5kVyyfyv/KMwfeADAvmEDhjlzen3vuUoHienXDGlOx0MUlbhG/Ym/1oh4amqwGg1EjlFjTFiMLAewVa/B7+7+/EkSfLJ1HoIYgySB222mpaXPokpZluVrcnJy+teI+A7jP0eP+i0gNzd31fr16zOBHmknzc1qBEEkcLTEVS/Ow1WyC11mB0jQXuUAtxa/x0eb9gClyaVcdOFlbP14D9/sdpI87zbi49WEhirR6YJ2NhCQsdkCNDb6qa720dIy0AlApFYchV8KoDyO7kDU6dCkptLy/PP99v53ZSnbvU0sPz+FFZO654vHROj598O5/OrBrdTUxxA/M7WPUbqjur0ahaggyhhFXUfdoPocw5andxMfdhGjEk8bUr++MG/2c3z8WTbxk2JOSmBKQOCU+FNosjVR2z5yQm0nw8bbG7z2KvzulhHRSi860saqz5pYumzVCMwMEhJ/QrGrkt888AlP3Dq0Km+lLhoEcUjxjzc+K+OtHY1MvyGn2zY2ckw0kWOiOXy4nsu+3s6ZpmiWJ/fN4eXcswfLhRcGq8TdXXVdXkmiQZHCqEH8ghERSuLjVURFKTEaFSgUwT5Op0R7u5/q6vt47Jv7mDk3ksVn/Iyq/NUcKnZgcwiE6FSYQtyMzwhBEGD9vjA80mwguF4IgpKmJjW9lazIsnxrbm7ua4O7Yt9NfK8NCEBOTs4969atixMEoVvie3q6xL59DgKBYMDcKx7E26BHqD8Vr82CSZfRLa7hrcrnm6o2SvOLyJixhIC/lbw8C1ar1GmENBqB0FAl0dFK5s4NITpahdstsWePi8OHXb3Gws1J1/L6kTu4Iq2rOFE/YwaOHTu6BeaOx67mJt5qP8LiJbE8Nq/vXHdRhH/cNpt7n99H6Zf5JC8Z2DXSYG0gIAWINkUPyYAceLcAjWsSY6ZcO+g+g0HuvNdY9+Ryznxg6bDHiLPEEaoPZU3+mhGcGciyfFJund7gatmHMX4hKn0MPmfvlc0DQZLgmtt3MWfu2yM6t4zMX3JwfyWPv5zPb68YvJtNpYtClnz43YNzxz72eh47WwJMvqrveztyXAyR42JYu7OKL7fv5BfxqUwN75kCLfv9OHfuRH/qqdg3dp2g/lXWQFTyjT3aQ/C5GTdOx+TJOrRakfp6HxUVXg4ccNHeHsDjCT7ICoWAySRiMnUQM2ca7+/9ksPOMZRXXoQgZHWOJ0le3lhbRLi5A50yD4VQREDOxO8HjcZOerrMib5QWZb/mZub+9CgLth3GMPzY3zHcOONN37h9XpnAp2OYFEU8HhUlLXtIjDqbVRj9yEIItq2i9CooxCE4FdPSFAxZoyOUEsUnl3/Jnt8NAlnpfLV4X/QUH8I2RWJWhXM4AgEwG6XaGjwU1joYfduJyUlHjIztZx5phmTSUF1tY/j7YJKZaSleQMLwrvSXMMuuYT2995DOiFLy+r18mDZftyZAW65cSJpSYPblWdPjaG2pIX9e+sIy4rut60sy8xKm0WjtZGy5rJBjV+xs4aGHSpmzXh8UO2HArXaTMDvp3jvWhKnxg/coRfMSp3F+PjxfLDvAxptjSMyr/1v7KJhawVFRW3UNTuZd2rciIyLIBASPROfs35YMQOAX96zE63xcmJjR17jJTpmERu3f4zF6CAz2TSoPrqw8Si1kdhqBmYbuOf5AxyWlGSeNriCVkO8GdOMeL4qq2RTYSWzQ8NRn8C+6G9uxnL22d0SUlY1a9FHn9mtnVotsGiRidNPN2GzSXz1lY3t2x0UFnpoaPDjcEjdnl2vuxST8iUmJX3K8vOmoq/2UHSgibSpZ5KWpkWWwWaTEAQFSlUUvsAolp36OefN34teXUR1k4LUNCPx8d1DtYIgfCHL8iUvv/zyf5Yk7lvA9zYGcjymTZvm02q1FwDduJZjU8uInnWA2EwtiCCru6rOTSYFkybp8Pthxw4b1s2PcOO8BMxlFXy+93MuOOtsoha04818lnrn8/RF5uRwSKxbZ+PJJ5tobPRzww2RzJgR0q1Nkxzfmc2hiotDcrl6BM9frSrhCXseN98+gauXZzFU/PKi0SxI0FD68cEB2zbZmrDoLQO2A2iraqdwdSPz5/bKaTkiGJu1AlulksaS4S3+Y2PH4vF7KGg4ebLA+vx6vrj5Q6Y2iGw7+1w2nnUechEsvORDdoxA4Z27PR9Z8g07kL5tXwP5R/RkZF550nPpC6fOfJnHX6mjqGJwxZgKTdigtD/ufu4AZdoQ0haOHvKcRv1kNNprJ3BjXR7/Ki/t9p6/sRHJ40EVE0yt9UoSrXRPs501K4Qbboikrs7H3/7WxPr1NhyOvtZvCWXgWc6b8yy/Wt7O4mVnUXH4E4wVVdwyx0zd5qfYvt2GJMGkSTqMxi6DZtC5USpE5k4LsOLcLYxO77FJO+z1ei/Kzc39z9NUfwv4QRgQgJkzZ1oDgcBZQGeVWlxoOOM042ixt5AYmtjJ3JuYqMZiUbBvn4v6eg8pHU9zdVgbSoOBTFFBe3kDFa0VpEelE5qmJ2pZFTXyXbg8fbt8ZBn273fxxBONhIYquP76CEJCgpfXGH8hH1YF+xrmzcO2dm1nv3Kblbsq9zL2HAt3/G4Seu3wvYpXn5PJvBg1R77ovzCx1dGKWTfw6cbr9LLjuXwWzB8ZP3t/yJ33Cjv+uW/IpIuiIJIZnUlhfeGwlQcBJL/E1r+up+61/axesJTbJ3fRjtw2ZSqr5i/hkUf3cv0fN+A9CXZhOeDF3V6I1jIahKE9fpIENz96kNlzBi4WPDkIzJj9Nr+69yB258Csugq1uUcw+UQ8+uphStVakucPvwZJqVWSdMUk9s408uuCPVQ4ujIcbevWYZgXPJG9W9lIRMKFABgMIitWRGA0KnjiiUYOHOifMsjrrSHOeCcrr6hh6jg9WksWHlsZJSVNpAkKlEYjN4ZVE9nxKnV1HvbtcxEaqiAx8ahyICJqQyJeVzNVzlPQGbvVn1TKsrxs8eLFHcO+CN8x/GAMCMDChQsrBEFYAHQ6lxNNiWSbsxHtItH6ZJKT1TQ3+6msDD4YmfYXuMzchCYuDm9lJUpRRBUQKGooIiU8JVgLIIrE54rYwp7A4S7t6+OB4EP++edWPv3UyooVEcTFqQgxjOKIV42gUKDJyOgUpXmttoQvzLXcdcdkpp4yMhQX112QxSmaANVb+3ZPtbvaMWp70rWciA2P7Wb29GdRKgdHcX8yUKstZKZew45XhlZFnhyejE6l41Dt0Ck0jqF2fzVrVn7EteZEPly8lPBeNLEjdTreXbyMBao4ll76ERu/GX6w3t16EFEZMmSRqZse3kNSynWo1YNzLZ0MlEo94yc+x+W3DExKqVAbCXj7Pq28vLqUvXZIzR0ZNcSw0VGErZjCA75qXqwM3ueu/fvRjB6NoFBQGjCi18cQH6/i+usjWL26gy+/tA4Yz/J5S5iW/neuO0/ZWeehMozC01GCKImIgLe6Gk1sLL8wHyHOHtxYVVZ6aW4OcvFJyiRqWkTKPbkI2m6/b6Msy0u/LxxXg8UPyoAAZGdnFwuCsATorCYbZRlFbnwuUyPGkphYxPTpBcyYUcoU4ztcYqhFBJTR0fhqg4vCMYGYvVV7GZ/QxV4bNV2LI/x53N6Bg59VVV6efbaZ5ctDSU5WY1OEBwVpdu+m0engobqDTFsewfWXDf04PxD+cMV4zHXNtJb07lawuqyEqEN6fe8Ytj29j7Gpfxh2rcdwkJVxDe2lEtaGwddTjY4JXr9hGRAJdjy1mdZ38liz5HQuTB14d3xRWgYfLjqdp548xG/u3jxUEgEAXG1BPjCtefCuyuKKdvbmC6RnXD70DxwmjKY0ImNv4tf3919bIypDCHh731Rv39/ARwfbyDx95Ek8Y88ZzaGcUG4uPUSzw4Fz9250kybRIYSRmqrhggtCeeaZZqqrByZq9HlrmZr2T87L7YpV6sIndKZeK49WyvtqalBGRyMC1xmKOMX4ETNmlDJ9egGjRhXhUE7Foc1F7G482o8aj29bkOU/ju99FlZvyM7OPrhx48bTJEn6CujcaifGHtu5BY+bAUkH34A6ORlPcbCOx+n34w8RUQHN9mbGxnZPn42ariWw7m4mjTIjCC6kgB+vN4BKpcTtVeFwq7G5DLS0myhvTOeZZ85gxYoo/rwripCZM3nr4XspMTazcsW3Q6t+DH+56VR+dvsmDLHmHtTvdo8drarvquX8T8owyTnExy36VufYG+bMeJYtz/2MpXfkDqp9VnQWrY7WIackd9R1sPOJDfw8JYurFg4t5mRSq3lr4RJeLCxg2eUf88yD80lJGHwass9RS8DTjsaSBdVfDqrPjffuZ8asN4c0z5FAbPzpFBce5Nm3DnD9RT2ZbAEEhRbJ31NoqbXDzQNvFTHl+pEP9h+DaVQoXB3KXR8VcfaqN7jk1tsRvmzgJz8x88wzDZRVrCagKUMMsSKo7cgqD6IqgM/rQ6FSICqUqAQdZlsH5y3onoCiUJtxtewHQBMSlHLQKBR4S0tRjxqFt7KSyWNVKMYo6MpH6nEfWIElubm5+761i/BfxA/SgADMnz9/54YNG5bJsvwl0Ot2W9bpEENCIBBAOloxXuJ1oYvucu+0Olox6UxYXcFdsafRwRW5ekYnaYG+FuEA0EZD8wZWb1zNs08koAyHx95ZxcQzT+G8+TMQVQZEhRbh+EJFWUbyO5H8TgLeDvzedvyuRvzOeqRAT+2SgfCPlTO45qGdjLt2brfX3T43akXv1CwNBc20HTYw+9T/jpaNwZCIRTeN0s1HSJvbv4a3IAhkRGUMmfuqZE0BdV+V8O95C4g3DJ7H60RcnTWaRfEJXPeH9Vx6USaXnTNYF42Muz0fXdh4gumd/R9jXv3oCGr9bPT6HtTf/xFkZN3CZ1uuYcq4Zqb34moVFRokf8/Ywi8f/YZTrhie8JNOpSPGHEOkIRKL3oJZZ0av1qNX67tV5/glP26fG/sUO3s27eDht95EH27n1kduxKWuIXqZCb1Ff2zUo396wlvn5Uitg5S44FKh0Fi6pSWnp5go+cpOls5IwGZDYbEg6nRIWm1/qaxOQRDOzM7OPnltge8ofrAGBCA7O3vr+vXrzwU+BnrQxSokCWVkJN7y8s7XrEZVN8deQX0BExMnsrsiuEiNcnkYndQ/MZtKH4fWkkVYZiJj56pobm7lgcfeI6+8HknWMylzFyIu5IAHWQrmDQoKFYKoRqEyIKqMKNQW1IZRhEROR6WPQxCVeB3VeKyleNqL8NjKBuQdMhnU/OrsNF74+CBpZ3adeDx+D0pFz5/e6/By+J16Fsz9d7/jftuYMe1RPvk8l7TZKf06WRMsCejUOgrqB+kZkGDHkxtIsot8fdpPRmSuowwGPl32E3716Ua2767nqXvnD6qfuz2fkOhZqPSx+Jx9x1MkCV54p5rchf8akfkOF5OmPs89T53D64+aMBlO2HwIYg8J27tfOED4/MxByQ6IgkhqZCqZUZmkR6WTYEnAG/BS215Lg62BZnszRQ1FWN1WHB4H3oAX31H9EIVCgUapQafUUVzQiNzsIESn5pe/PY/Q8FB8AR+VrZUUNhT2e0pVx5rYXNbaaUA0pnRczV2sBgqFgGxWBYlHAG9VFeqkJJR9+zC9wAXZ2dkjx9fzHcQP2oAA5OTkrFm3bt1PBUF4mxO+r9Wk4R+RbVSEuJEF0HkEoo54CC2SaUvXgRjc4RyD3+ZhVvyJCsggCAq0oWPRmDMQRBV+VwMeawm2ug3sP9hCwRo7f115L7e+vBVz7AX84s6/kD2lmuVLjzvuHv0Yv6v3VFZBVKM2JqExpWNOPhu1IRFPRwmuln04m/f26kIAyJ4ey5qd9XRUtmIeFTR8vkDvPuFt/8hj1tTn+e+HxkSyUq9j96q3mXpJ32R0x3Sn8+oGpsN3291sfehrrk/O5NKJvbtihgsR+Mec+bxaVMRZV3/KK08swmLsf+F0twWpOjTm9H4NyG2P7ycl9Zd8F36TsRP/yYq7r+SNR0+sVBeQ5a57ak9+C3k2iTH91CSFaEKYnDiZSYmTSI9Mp7K1kry6PD499CmVLZV4h6CpXr21A1dpAsvPuo1S7zs8cNUc/vTA7ZRPMWJOCSPeEs/omNHMTZ+LP+CnuLGY/Pp8AlL3Qt4SpZLWDi9h5qMZVXLwfUmC4n1u6tUeNBNBZZIRJAGV3I5sSO+t1j0A/CwnJ+ezQX+J7yl+8AYEIDc394P169dfDrzCcd/ZHJWIwldCUoKR6rZqvAGJ7ALIrNWwqdrJ1iwFrnhN542WaPcw6ZSuDBi1MQmtZQwg4Okoov3I+xzvjli/rhHlQYGrl52PY8cOakvauPzaSPLyfs+Oojy+yXuZm68QiAwbWEtDlrx4OorxdBRjrfoMQVShDR2DPmIqltTz8VjLsNdvDvpsTziZ3POLyfzsri2YrwlyBkmyhHzCzmnPK4VkJt40ZHbdbwvpqZfyxbpX8Xv9KNW936bpkek02hppc/ZPzNxa3sL+p7fy9Iw5jAsbHK33cHBZZiaTw8O56Pov+Mvdszklo2/JVb+7Gb+7BY0pDXtd75tUu9PL9gN+snNPjutqpKDTRWKOvIk7n3yGe248Pigud7vnHlpVyNirZ/foLwoikxInMTd9LikRKeyr2seGog08s/GZYaVgO9vcVH0mEGtcQVr6aGbPjmDTRy04du7klqXn8fZXn7C2ox5pokRVW5BmRRAEUiNSWTxmMbIsk1+fT2VrkPFQiDWxrsTK+VPVyEc3jpWlHuxbJcZKOvRqkdisYIaW2pBIdbOAqOuRSecTBOGy7OzskaUJ+I7iB1GJPhi89NJLh6644oq9giCcx3FGRCErONh+kAhDBOYSG0utwd1HkqAirVGiVPZhHBVLQ00VZ8YIRJg16CImobOMRvI7cTZ+g8da3EN3/ZMP6kk9omeSMRTTokVYv/ySdVY9dmkyU6boqaoyodYtYvX6fAzaJpLjh6gwKEv4XQ24WvZhq/kaWfJhjMvGknI+oqjC56hBloK7QkGAuDANa9ZVEJoRhUVvYVrStE7qj4ptdUjVk0hNvugkrvDIw6BL4dCOf/dZob586nKKGor6JVCs2l5OxRv7eW/BYhJPIt4xWETp9Zw9KoUbXt6EJVRNRkrfBZsaYzIaYwq22rW9vn/j/XuJiv8TISHDq9D/NmAwpFJWWYZarCQzORgrNMYvwtm4g4DXysMvHyYwfhT6sK6wY4g6hCVjl3D9vOsJ1YeyqWQTr25/lb1Ve2m0NSINgwK+8ZCd1k3JZMT/EY0mgqVLTezc6aS1fBvZrlJMixaRUFBCXGuAXU0tqBO74pptzjZKmkooayojyhjFhPgJWPQWGm2NNDn9jNFLWEJjydtagWmHSNLRWKc5oKDWJBEWH4PbUU+LPB2U3VKqvYIgXJydnd1D9O6Hiv+JE8gx5Obmrl6/fv3pwEeAAWCUeRQ5cg75/nzmNKlRxUQhqFSgUJAkCFzaUMdX1W2Mk2UmTZiJqNDiajuMy9e7ywjgvddrmO8IJyJEiyo+Hm9lJcgyCkGgqMhDbq4RUQwejaPjbuTdjZ9S2/Q1l5w+cG1Gb5AlP86m3TibdqPURWFKWELcqQ9gr9uEtepzJL+DWROjeWtNJV6XF4Wo6HQROFtd1G4RmDWt76C5SiUQHa0kIkJJWJgSo1FEpxPRaLrcKrIs43RK2O0SHR0BWlr8NDb6aW/vne9rMIiJmcOhQhVeh7dHJlmIJoQoUxSrD67us3/xR4cR9zbyyZLT/qMOIJNazQeLT+fq19ZSUetgxaVje23n6SgiJGomolLXIwjdZnVTWqVj7vyhERueiNBQBZGRSsLDlZjNCgwGEb1e7Kb17vFIuFwSVqtEW5uf5mY/DQ1+fL7e/ftpGSt5+aMrOXW8k6hwPbLkBUFBu83L7joXY3OCp1iDxsCyccuYmz6XXRW7ePiLh0eEaqZ6iw1l7WJSE5YBQW6r+Hg1n35qRSEKIMt4q6pQxcUxvhZ+b1Pzt3U1qHK7G2IZmeLGYoobizFoDExLmoY7zs2GvG/IltoILw0nNjUq2DgQQPb5UJY14slSUOldgKDtpoboFATh3Ozs7MGl1f1AMJJko98brF+/fh6wGujcPjQ3V5Fe04oqP58Qtxu/LNOh1SKPGsUhnZJQrR2tVEJCioIQfe921+uX+OSVes4QYlAfrSWxnHceHatXI3u93FaTiCr+Gk49VY/HI7N/f9ei0d62lYkp73LV2cMzIidCoTZhSjyNkOiZWKu+xFazhrYOJ7965iA/+fWlnD/lfO7/9H62PJbPzImvdErSCkKwUj8rS0NamobkZDVRUSoCAZnW1gAdHQHs9iDhnNvdtcDo9SJarYDBIBIaqsRiUSAI4HJJVFZ6KS/3UlTkobDQ3Q+FRE+0tOynoPGPzPnFqd1eHxc3jt8v/j0r319Jg7UnxcihV3eRXB/gz9OHlwU0Urj5m22YMzXc9uspPd5ThcQTN/0+GvY/0hkTOYZr79yNLvQhwsIGXz8REiIyerSWjAwNKSkaEhNV6HQisgzt7QHa2vzY7RJud9DYH4NWK6DRiBgMIhaLgtBQBaIo0NTko7zcS2mph4ICD9XV3s66F7/fTUXxJbz60ARip95Ja8mbXP+nVRhOH0+IIXjiWDRmEdtKt/HZ4c+wuUdGgbJynRV924VEhHUpEU6ZEsyy2rPHiVT3AvfEViNoNJhPP53294Mqje5AgEelenwLYxHF3rcTfpcfbUuATFMaSZKBdEcAKisxu90oBQGHVot/zBiaksJRWroZDztw1veZln24+J86gRxDTk7OprVr1y4QRfELIBwgIiKR9ohE5HHjEEpK8EZGoj7KwZwky1i2bSOyYxRFm8uwRXgJGQvpY/SdY7pcftavauVcRRfpnqjTIblcyN7gbl8SgrvovXtdLF8e2s2AWEJns/8IvPX5O1y07OQrjQNeK22lb2GrXoMl9QJip92LtuR1Msz5uFpdODwO9r1RyujkP6LRaBk/XseUKTomTNAhigLFxR7Kyjxs2+agtjZIXT8UZlqlMnhqiY9XkZSkIS1NTW6uEaVSoKwsSAHxzTcOGhv7932Hh0/Ek6/F6/Z2y+hJCU/B5rbRaO25o9373DZme3TcMn3a4Cf8LeGR6bN45MA+Vj6wnYdu7c4+63PUIvkcqI0p3QyI1e6lok7P7LSBjUd0tJLp00OYPFlHcrIGv1+mrMxDcbGbr7+2UlPjo6HBj98/+IpHUYTwcCVxcSpGjVIzZoyOs86yIEkyBw642L3byaFDAuExt3H303/mqaftVNW7aFIoyUmfxqUzLqWksYR7Vt8zYHxqKKjZaiek/SLCw7pvCsaN0/LGG8HPCRyt8ZI9HiSPp/MZ1CoU3KaI58l1jTTPD0eh6vLey1VOsuphYqvMpKQ0GkQ91tkzsQHMmUNzSwuapibk9HQEpfLERbNNkqTTFixYsGPEvuj3CP+TJ5Bj2Lhx41hJktYAA1Ktyjt3MtrrxVdXh+Rw0OH3UWBxM3aZBlEU2fFWBwuE7kFTY04Ozj17CFiDNSS/rxuPITYYEP3Zz8J4/fXWHpXMrU2ruXDheuZNHll/vcacQXjmFVibi7l25UPMWbiUtR+28vubbubUU0Oor/exd6+LgwddVFV5h1VhPRCUSoGMDA0TJuiYMkVPVJSS0lIPGzfa2bHD0UmjfSKamvdS2nEnM6+Z2vnaDTk3oBAV/G3t37q13f33zZyhCmNFVu9uo/8WninIo1DTzl/v6h5cjprwO2S/m6a8pztf+9V9+xD09xEe3rtuiEYjMGtWCPPmGUhN1dDQEPztDhxwUVzsGZKxGCyOnUyPbTSio1Xs2OHgySfu4/KfxvL2x5/xyzvvIDk6mZe3vUxJU8mIfn5zngN/3iJiIrrT/gsCXHxxGG+8ESSecNS9zaOxwUp/hcmEbvJk7Bs2dOvzvNxCxSwzyDJJB91c0KEhVKVGDAlBFR1NgV6PMG1Qm48GURSXzJ8//8DATX+Y+J82IABr167NEkVxDdAvMZG3rIzMjRvRjh6Nu6Cr7mB7oI122ccyZVT3DoKAackSrF98AUC7x8NdtrOwRASP3rm5Rg4fdvW6A2+qf5J7V9QTZu6ZMjwQnG4/+/KaOVzqpaHVh0Khod0ajNeYDCEYwmLZdeAIGo2OF154h127JLZtcwxCHGvkkZysZs4cA7NmHRXjWW9nzRprr3GTtVvOIeePUq+92AAAIABJREFUEzrdD4+c/wgbijbwycFPOtvs/vtmLtBGcUX6yHAujTReKi5kn6KZx+/uUtAzJ59NSPQsanesBIJu0DN/mc+sOT2TeEJDFSxZYmL+fAOyDFu3OtiyxU5FxeBTXkcK4eFKZs8OYepUkWuuOQ+P10N8ZhLlTfW47EGZAq0xhEDAi8asxJSgISIlHOUwyELdVg91HyeSEv/LHu/FxqrIzNSwYUOwELi9cR0PhH2NXhn8HNPSpVi//JITd0RPeRuJUag5X9GV5KDNysJdWEhxTg6q5OSBplUpCMKi76sU7Ujhf9KFdTwWLFhQuHnz5rl+v/8ToE+pOEkfdFdJHg/HIuBuKYAyU0W0rMJR7CfkuOI83fjxOPd0cQjtb3dgjOjyg5eXe0hMVPdqQCJjbuSx127nvhv6n3tLu5t/f95KXasRq8OIzaXF6zOh0y8iNHQcOl0kfkB39GB0ymQ9Z5yh4ze/uRiPx83jj6ygrroKtycEm1OPJIwmLuES1OqRicMMhPJyL+Xlrbz9dhszZ4awdKmJxYuNrF9vZ/XqDqzWLkOSkbSCQx/+kwnnjkOv1hNhiOBIc5eext6nt3KhNprL00e2xmMkcWVGFq+UCPzh3u08ekfQneW1lmFJOhtRoUUKuHn4+UKSUn7RrZ/ZrODMM81kZxtoaPCzalUb27c7+gxyf1vweq0cqXoDl68QQevg6/1OspJHIQgQagnjgVuf5eOPHezb1z0hwOVqonXvYUo25SErrCg0btDYEEw2EmeHoTX2TasDUP2FkvRejAcE9XzKy7sMqCFsJnvb3mdOZDBd27l3L7px43Ad6uJKswX8tCfpUTnB3RpAq1AgKBTBZxsI6HQMsHU7IMvyGTk5OT8oYsTh4H/egADMnTu3cvPmzbP9fv9bQK96rUqLhabQUKJqalBFR+OsqaE4y8u02UFX065mB9OsXZdTYbF0su4C2JTGzkA1QH29n6ysvh8cl3Qxn23+F6fN7e7K2pffzqdbRRpao7C7M4iNOxdliB5LCPSVMJqUpOaSS8JwOiVuuuURlixfytrPV3P/3X8AoDn/WeSAh8Ijefz785/T0KSnwx5JZOx1mEzp/V67kYDXK7Nxo51Nm+xMmaLn3HMtzJsXwscfd/Dllzb8fpnEhGWU7PgHAImhiSDDkZagATnwz52crQoflPE45qZQRkWhDA9HYbGgMJsRTSZErRZRr0fQaBBOEC2SA4GgX93pRHK5kGw2Au3t+NvbCbS04G9qwtfQgOToOzsP4PL0TF4sLuDOR7/hnj9Mx2M7AgKoDIl4OorZecjP1FMXAEGX39KlJs4800xjo49nnmlmzx7nt+Je7AvtHYUcqf4nsq4JhdFF0rIYLPEWtKpoVsxfgV/y89Sdt3PWaQtYefPfuO2O37JsmYk33mjrZLzW6SKJ1+UAOd3G9nrtVL33AbKyCgxNhE2EsBNErBr22InU/LzP+UVGKrvFEpVKHe1CVwqxv7ERbVZ3rrNVZhe+LCO1wKq9Li5t06CPi8NXXU1TWBhKc7+8Zmt8Pt+FPyRK9pPBjwbkKObOnWtbt27dWaIoPinL8ooT31dqtViXLUP56adEiSLFmT7Gz+7i1UmZr6LmQzfxCi3qxES8R7qrzdkU3eMjLpeEStW3B9FoGseanaM4bW4rbreff35gp6wuAa+0gPCI+YRGQegA30mjETj//FDS0tSsWtXGnr0F1PnWsnTpc+yp3cmTj93Eiut+S8zkW2k8+FeyUuCOXwRH9XgDPPf2n8grU+H0nkJS6m8RxW/3dpFl2L3byZ49TubMMXD++RbmzTPw0kutFBa6CTfMpWZfCYsuXkSDtQGX10XBm3tZ4DNw9eiehIjKqCg0KSmok5NRjxqFKiEBhSm4QMkeD/6WFgLt7QQ6OvBVVgaNg9fbQynyGES9HlGtDv5tMKCKj0c7bhzKiAgE9VGCTqsVX3U13ooKvBUVeMrK8Dd1Z0W+OmM0TxUc5s/P7Of3KybidzWhDkngg483EGLMAWD0aC1XXhmGWi3y6qstbN3q+I8ZDknykl/8BG7FIXSxfiZcl4pCldT5fqg+lN8t+h27K3bz9NOP8+ucVBYuWcJH797I/ffPYfLkTK64IoySEg/vvtuO19v7xNVqA2lJP+v8f/3O9ZRt34UQVk1ijgGlWomraBTRMX0zVisUQo/xbcoIoCvry1tejio+Hl9NDYUBFxWZ6s6Fr3yyjg/3erlYEGgJCcG2bBlKdZ81WS8aDIYV06ZNG5je938EPxqQ43BUJewXGzZsKJBl+TFO4I9QaDS0TJuG213CxAlJCKIKWfLjc9YRHq7mUKyH+MYgNbxzV1DXos3nZb3CyR6V0IPRcSAXhKg5nevuuhelLpeIqEswhg2+2DAjQ8Oll4axfr2dN98MBuuL6+9nys9TCdWHoohTsXW3lZ+Wf4DP1Uj0pJU0Hnisk0pFo1Zw46XBHX1xeTVPv3UpTR3JJKbc/q27uGQZNm+2s3u3k3PPtXDzzdF89ZUVxb//j/Xrzyb+F/FUtFZw5PMCTmkS+NWEYMBcGRGB7pRT0I4ZgyYzE4XFguR04q2owFddjWPnTny1tfgbGjoTG0YKCpMJZXQ0qrg41PHxqJOTMeTkIOp0BNrbcRcW4s7Px33oEP6WFm4YPY4HD+7j5beL+P3YclSGRF76sJmJ037FBReEsXChka++svLee+19JheMNLxeK4eK70UOqST9zDjMcT3JLGPMMfxu4e94f9/7bC/bjrbVzvgUEYUmlD/9MpFr7nyUoqK/c9999eTkGPnjH2N4/fVWSko8vXziCWNH5QA5SJKXqnfeoLFjLVkJ/dPX9/YMNers7JQ6GBPQYVSp8VZVoZ86FV9NDVujBJSmoCcgzhyHQlTQnONja4lI6NhT+zIesizL9+Tm5t414Jf4H8OPBqQXZGdnP7F+/fpagtQn3fxMysREnE4lVc15ROmqUCg1aMzpyJIfVXweCq8Ff1MT1X4PX4b6KYmSUSda0PkDtGx8gXCx6zgeCPS+MAT8TkT/C8wbW0pRVQoO+cpBz10Q4MwzzaSkaHj88cbOgHRR5V9JP8OMRqnB5XUhyRJtiEF1vYatSD470RP+j8aDf8Xn7K53kpFs4bFbLLRZ3Tz4/LVUtaSRkvEnRHGI1fNDhMsl8cYbrezc6eDnPw9nzJgEvjk3AZNo4u33VhF2uIN7l1+CfsoUdJMmoYqLw9/cjLuggPZ338VTUoKvoaFHAPXbQMBqJWC1dsoCACAIqGJi0KSlocnKwnzmmYRfeSW+2lpc+/ZxV2oqv3nnTVZ/+AHzl5yLJMRz553xKBRw//31lJUNvOiOyNwDHg4W3YUUUsYpV6ahDuldbjfOHMdvFv6GV7a/wuHawwR8AWJDRGQ5gCz5EEQ1f7hKw6OvPk1i0i9Yt87Gvn1OrrwynKIiD59+2jGon0IU1STFXYkQlYfd8DQdNRnEmi9Hqezp8j3xGbKon2XFpQHUSjMFeXacRT4Sm5XEt7SgMJmoMDtJCk9CpVBR1VqF2+cmSZmElDUWpalXtmOPIAhX5+TkvDGIS/k/h//5LKz+sH79+lnAh0CvBFGy/QAGSpFlAbXSj9EQSeOnDjY4KjmcBIrw7je8x+rDs3MBJuVCIJiJtW5d9wIrv+s9xqdu5aIlwdhHcbmTpz44D0to9xqC3qDTiVxzTTgFBW6+/trW+bC2W/NoNfyV1AXxJIcns3D0Qv655Z/YGmyMb2jkyjODQkpayxjCs66k4cBf+iR1BKhusPPAc1X4xJ8Qn3DZgPPqDZLkpbW1gI62g/icR/C6GlEpBPx+J7IsoVLpcXu9qLURaPSjMIRm8OtfLyIiooXHn3iUjoZ6Plj1bxRmM+6CAlz79uE6eBB/48lXOn+bUMXEoB0/Hv3EiWhGjybQ3s55P12OMTKa3//hVmprjfz97+uwtxXidVbicbegVavx+ZwIgohSqccvyai0Uaj1qZjDxhMaOmbY7sXSipdo8XzGuAtGERLWt8hYtCmamxbdxItbXqSwoRCA6g3F3LU0loRoAxFjrsVa9SVeewVPrWqitOnXmExBt6IgwOLFJtLTNbz4Ygtu98AFRc3tG9DOXo0hKgRkqNviR9k8m0jL6d3aHf8MqYU1XH/2OsLN3Tc2NVVuWnbJmEKS2DTTSF1zHSpZBQKkG9IZH92nNk/r0eryHzSj7sngRwMyAI6m+b4P9L4tOw4+Zz0H8/fhyTKBQkAhKghIAcqayzoZcDsKA4RUr0SlDGHOHAObNwfTD73eGhJDX2b5Yhvh5u7kin96NgpB23sWyjGEhSm56qow3n+/o8fO9XDNLxl3aTDNeH7GfJSikrWFQf4l15p8Hv5511fTho4lLP1SGvY/TMDbv5vnkw21rPo8QHzyI2i1fRMHulxN1Bx5E8lRgB4nWpxoZR8ZRh2ZRj0pZjPJxt7dYg1OJxU2G4V2JyUaLW6LmY8++Zhzzj4HdVM7PzFqmW4ZvJjTdwk72jv4xObBF2nmgw8/4KwzfoKu3Uqax8VoQwijjEai9fpe+5bbbBzp6KDQ6qDE7sYtqHCjw0kICsNY4pJ/ik7Xt0yyy9XIwZKVxM5WkTg1tt95WvQWbl5yM69sf6UbdX7Hl/n89drgvWNMWIzsd2Kv3wLAjQ9ZCY99rNs46ekazj7bzIsvttDW1j/FTZ37MWKXdb//3FYvHdujMUnL0WmDc54718CWLXb8fjtLJj/MvMnB5AdBVKExpYKgADmAxy/z/gYb0RkTiDX3/32P4vBR4/E/naY7EH40IIPAunXrDIIgvAhcOFDbSLZxsPQgX/pEJK0SlUJFRlQGWpWWkqYSrC4r1o2ZpIReTkSEksJCN6K0htxJ65g3uXeX0AsfBKjuuLfPz4yLU3HBBRZeeaW1Rw1FWe3fiF5aTUh4cCG6fOblbCjaQEVrBQC1n+fz3PXdbaM+chqmxGU07H+kh87DifB4A6z8axFu6SKi487rfL26/F28Lesw0U60wssFSbGMCR0o7N8TyvBwjIsWYZg/n0B7O2ddfikJqelcd+2vKS7W8PcnnsfVcQAjdtJ1AW4cnUJYL5rm3wU0u1z8vaCcErcSuxyC1jKZ3970c5KS7Lz88tPUlhbzzkuvoTCbsW/YgO3rr/G3tg488Ak43NrKe5X1NATUWLGgDl9AQnLXb1NR8w5NvreZfGlmt4rs3qBRarhl6S2sPriaPZXdpW3V6/O59YrgvaM2pmCImU1r8esAVNY7uf/FDGLjr+3WJzRUwWWXhfH22+3U1fUdi67T/J7YWb0X07YdBrFiEWb9XMaM0VJX50Plf5Ubzi9CobagMaUiBdx4OoqQJT+NNj+vlsnEJoxjdkRPluATIQjCh16v94ofM60Gxo8GZJCQZVnYuHHjr2VZfhT6ThMPdb5NeFgIWwpq+NSnQFB1xeGzorNQK9Vs+foQc6MeorjYg1Z+nosWlRET3nfmeWG5g+c+vgqjqWd1dWKimtNOM/Hyyy09gq1WexHtlscZNberyPHmJTfz5zV/7mRArd5Wzh3zI0iK6/6wmhKXojam0pz3DAMp5gG88mEln2wyoPdJhMvNnB5jZkH8oHZ6vUIVF4f5Jz9BP3Uqzn37sH39Nb97bxXJl5/GmYvO4jdX/Y3PP3mNfftcnRX97e0lVBQ9iy5Qx/gQiZvGpaFR/HcJp91+P4/llXLQrsCtiiM583rM5jQEAS6/PIxx43Scd86FvPPmLWxa8y5rXljDPWf/FOOCBegmTcLxzTdYP/kEX93QJHuPx9c1tXxab6VNiKRJFLBMcpCW02/dLAACAjfk3EBBQwFf5X/V7T1rXQfzne2csyCYnSUICqIm/B8N+x/pbPOvD9s4XP0bDIbUbn21WpErrghj9eoOamp6GpG2jr2oZr6BIbpvl5qrxY9r93gSQy8mJUVDBDdz2uKJyJIHd3thVzufxFN5AQyjErG327kg9YL+vnJAEITb5s+f/4ggCP/ZIpvvKf7bKjXfGwiCIGdnZz8hCMIioCd7H+D3OtGr7QiCyIwkFVm+Ll+v2+5m96HdlNSVsGDRVJpatxNv+jM3XljVr/EAyEoOQSnk93g9Lk7FggVGXnyxp/EAaPQ81814aJQaXD5XN/rs2GmJfLSlp6CRteoLZMmLKWFxv3M7hsvPHsW4sEr+NSWCP08dPWzjoYqJIeL664m5/XYCHR3UrFxJ89NP8/rXX1KVrCV34QKskhVHoJ4HH2xg/HgdF18cLBqzWNKZeOqjZM56jZq4W7jomxau2Z5HXlv7sOZyMjjU2srV2/L46a426uJvJWv2a0yc/ghmczDedOmlYYwereXBB+vRinXoRCtLlizENFrNe+vW0PT009TeeiuSw0HMHXcQcd11KKP7FmjqDwvj4/jL1NG8OCWccEvloIwHwGmnnIbNY+thPABsefWcPr9rHFkOIAfcCMdJJV91diii7+Uefd1uiX/+s4UlS0zExPS8933KvH6NB4AuXIll0WGq3U/jsG9n8eJTsbWVUJy/m3Zb16n583IJu0WFIAjYZBsub0/p3aNolmV5WXZ29sM/Go/B48csrCEiOzt747p166YdVTjsFtkWRRGvFIJOCuDxSyhdXhbqBSIUXqJHKbCEGKho8lBfVcUR9xEWzQ/FEJUGgjKojS6IyAEPrtYDPVxH4WY7xxGoEhqqYOFCI6+91tprNldNy2vE5XTffadHpfeQf1WoFLR6e99HtBa9QvSkW3B3FOO1Hem1zfHQBYZ/OynMZsznnEPI9OnY1q6l5g9/6CzKq3M6edPZwPjLZhBljGJ35W70sT7Kygp4+GFYuTIam83Mxx93eRwiIiYSEfEPAgEPdx18FHX+IW5Mj2RGVN+xmpHAtsZmnippxhMynjEz/syoXjLVzjnHwvjxOh58sJ6ysv2MSxPwOWrQhU/kV1eM43d3bWOaM4IooO3NN+n4+GNMS5cSe8cdOHbsoOPDD4edhmwWBvcbpUWmMTlxMg9/+XCv74epFKiV3e8bd0cRGlNaN2LIXy738Ngb7xAW2X3n7/fLvPpqKxdfHMrHH3d0c70qjD0JGDVKDRMTJqJSqJBkCb/kxx/w49K00rR3A89uUVHrd+M3GPC2etB4XMRo1LjsHqRIEX/Aj1Fh7EZjfwyCIOz2+/3nL1y4sGJQF+dHdOLHE8gwkJubW+10OnOAbkx+olJLO5M42ODliTLIC9eToJUYk6AjIiwMXWgm0RHh7M+bjGyYwNaAgodXb6akcAuOhm046rfgbjuMPnI6IdGzQOj6eSzGrgpnjUbgtNPMrFrV1qvxcHsakaN3og/XdXt9TMwYDtT05H1z9HEbyJKP5vznCM+8vNvOsi8ohpF1KiiVmE4/ndh77kF2u6lZuZL2997rVtH9f4V7GXt1kNwuyhhFbXstWaclU1r+L1pb/fz5zw0sXGhk5syeu1aFQsPYSbeTPvsN/tqQzOXbCijuGNkaEICCdiuXby3gyaZ00mevYtzE23pNc54zx0B2toFHH22gvT1AU/1LXLs8FZ+zFpUueFp8cOV07intEsmS7Hba332XmpUrkf1+Yu+9F9OyZT2q5QcDQx9FfcdDo9Rw2YzLeG7zc30qBYZpet4zrpYDaC3d3azJcVompe/E7e4Zy/H7Zd56q43TTzej0Ry3sKvtnf8UBZE5aXOYmjSVgzUH2VK6hW1l29h5cDPywU2cn6QgIWIyjeWjMYeHkRGTQWh4GHK4Dqsg8dsZIVxsEtC6PEy0TESr6hEfe1WlUs370XgMDz8akGHi9NNP9+Tk5PxGluWrCOoBAOBWpHBYSkAbFoFWpcUlqlBqIxCVelrri3ju/amYQrNpqAdZBd6UGF4oD7C/Mni0lvwuHPVbcLUewJSwGIU6mGFk1AffFwQ44wwzH3zQ3mchYqP3ORLm9pRujTRG9qqd4egnOd/vasRW8zWWlP5lVctrrCQodf22ORHarCxi774bTVIS9ffcQ9tbbyHZ7d3a3Fd0iPAzs1CoFAgIRBgiqOuoQ61XI6ubAWhs9PPEE4387GdhJCf3ZehERo//P5JnvMatZQZ+u6sIT2D4YlfH4Pb7+c2uQu48YiJ55mtkjutbmCs1VcPFF4fyxBONNDcHF2aTvgmDXo3PUYdSG8wW12qVXHZZOn8rPdStv2S30/bmm9Tfdx+a1NTgtcsYGvdXmlKLvcneb5sLp17Imvw1NNma+mxj7OUg43PWouxFEvnqc/QIvpd6Hcfrlfnww3ZOO+24TDpVkAnAoreweMxi9lXtY2vpVly+4DOgaXNxoUni/OlxhGhlamoFkkJPo37baAprCtGr9YSHhBOj0yAqtIyPD+fs2ASSDUnHf7QVuDwnJ+fy2bNn9+nX+hH940cDcpLIzc19SZbl8YIgbAFQKFRMsUwlgQSiVdHo9eF02Dw0Nrbw6ppFuAOzsdkkBNSUNZeRGJqIFK7jvRaBorquLbzkc2Ct+hJ95FQUajM6tRugM/X3eEGg49Fq24hlcs/kkVB9aK/GA8AjCMGCwj5gr9/8/+2dd3zdd3nv379x9tLR0d7DlizLQ7a8Ysf2kePsQUhJ4IaEsKG0NLel7W1Le0tb6AA6gAvcQiEJARJIgDQJSZw4lve249iWZdna1paOztHZ4zfuH0fDioadXlLWeb9e+kO/vc73+X6f7/N8HgyWfIyOuZnJU+w7NMRNhddXelU0m/E88gjZDz/M+Pe+x+g3v4ni883Z7vS4j4t5Ap4l6XBUp8VJNBmdbkgkRwRFST+Xrq4kTz45zu/9Xi4228KftSjK1K/5Wwx1X+LB44M8091/Xdc8H093DfDQyRFMy/+F5Ws+t2guht0u8qlP5fDYY75p8b9kMkR+9lTHIYKmJpCMaamVjavzSZXonA/M03MfHWX0G99g/Ac/wPPBD5L98MMIJtOc7ebjrvxiRs/OnfOaYknuEtxWN4c6Di24jZJUcFvnj79R4mNIxrmqbA/eNkwoeHTefSIRjaNHI2zZkg7kEIwqbqubhpIGXr3wKpHkzGhUnohzf77AijILBltJ2rWqS4RCKvbUzeitmxgb8ZGMJnHY3YTVfK4ESwnLGzDI052L47quN3q93icXvMkM18VvTU30d5Innngi8Mgjj3wP0AVB2CoIglhoK6TcUk5KKCJhXENUXsmJ09Xk5VkZGEghWK8gFHbgMDsIxoPoZonBiwlyO2SGOlP098UYj8ZxmQexF2zh4qUeZPtOdD3dWMb8x3BFmymIvU5hdBdFoZdYkthDOHYYacvc+P8t1Vs413+OYHyu+yalqBQnYxTmzp9zAJAIXia75iEiQ4fnXX9w/yhey7yZvLMw19WR++ijJC5dwvftb8/RiZpCB/64+zxLH14zvazEXUJpdul042Z0Qf+pUTye9Db9/SlycmRuuMHOiRPz61lNYTQ6yS+9hxO+AK91HOPmQjfSPP7x+UioKp8+1c4ly80sXflZDIZrS7t88pO5XLyYYPfumcTRnu7/4Pffl8KTlXarWHPWkgh2oCbTk/6bG/P54s/Pckt2ybzHVMbGCO/fj7GsjOyHHiLV1zevIb4am8HAixMjuOrmjhREQeRjWz/GY4cfI56KL3iM8Y4x3rXURo577ohTU6JY3MtIhrpnLc/PNtCxr5nViaO4Qq+SHT+MJXYaNd5BMB4noRbidkuYTCI+YTdNG7fS3NaM3hmkoDdF1SBUjwhUmhM0LrMiiDKSwYaa8PNGxxIGR4ooKjIS8+Xyfu8S6t31OOVCElItqmE6oEPVdf1LDofj4S1btowt+qAyXBeZSfRfEJM6Wp9rbm5+RRCE7wPVoihinOxRSpJIQYE2nUAlWqLoQLevm1J3KT3jPawdkKjURcAIGEl2apw+MoFW+XOcxStIRAcYPvACG9R2Ntt1smbp9qQb//XJfL705hjG1bONSKGrkNcvvj7vtbvLsmnt6GVt3cKJZ0rcR3y8BVv+JiLDR+asF+Pi1CXMiyBJZN13H6aaGka/9jVSAwv3ggE+f/k8BffOFkj02DyzKhBml2fTq7TN2uaZZwJ89rMF3HCDjSNHFlfGBaio/gDRwpt56Nhf8Je1WazKXjwp8bQvwD+0TVDZ8K/kW68vKurGG+24XCJf//rsaDCD2EZNxYyrMRUdQjZ7ZgUsfPwjtXzlsRYerZq/OqGuKEw8/zzRU6fwfPjDxC9cSJdxXaR8pEubv9+4ZckWzlw5c80qgtp4lCU7yuZdlwx1Yy+4cc7y/ftGeL87H9f0N6uT9iIF8ScvcMT3PL0Hqincdg9L9Cpan36RHUMpNhnt0+WhAS5OBmoYbMUkJo1Ulj3EoA/8foXCQh1JSm9vNc1S9u0BHm5qajqw6M1leFtkXFi/YJqamo6azea1wJzhsaO8hVTtN1CW/xOpSBy9pxpN1dDQyOtMsklP90QNxcWY6+pwrlzJlsatVEkrOH1uhOLgf/KZWwq4/85t5JbN/wN2G40sGXrLMqt7UX+2KIvElWt/CsG+V7EXbktHjL0FOb5w713Ozib/T/8ULZFg6B/+4ZrGoy04QXuBhLNwdmOebctmJDRbqkS0zB5RKYrOt741xv33u3E4rm+AbbUWsvyGx/jHviy+3z204HaPdwzw5QEP9Zsfw3qdxsPlkrjvviy+/W3fnICHbMdbZGziI8im2XNXNRVZSJUCncHFc9pS/f0MfeELoKrk/+mfIi2StOlKzX1XBsnA5qrN84bsvhWzJCBLC38vStw37YqbItbJVcZjNnllZdx/11Y+c0sBLv9zxNqDvCdrJbdu2oZz5UrMdXUYitPu0Zqgma5LKdB1NFVj39lqYtEw927+Crc2PkFd5aX5TvGMJElrvF5vxnj8gskYkHeATZs2Bb1e7wcEQXgImP7lryhzYctJYskBMbIVoeth9FO3k4yk2DFqwVxRgamqCtXvTyuAhY4GAAAgAElEQVS3trTwoyODPDFyIwUFq6jbaubwmdeJHDuGaLdj37YN28aNCPLsBr0hIZMcn5kXXFe+jiOdc0cNV6Ncx6egaynCg/uxF2ydtTwWV7DN0ygBmJcvJ/fTn8b/zDNMPP/8oj3jKf5ltIvKu+cqx7it7jkGRHJFSb5FcmVwMMXu3UEeeGChCinzU7Pqr9mLl7+/cGXOus+39HJI2knNyr96W8d873vd7NoVZGhodsJcPO6nOGd2qLYSG0EyzW34f/+Dy/leoPPaJ9M0As89R+AnPyHv0UcxL5tfBr0gKaAkZ0dXeWu8NLc1o2jXrkxpuUb2emT4CNbc9dP/DwxHKYrMNh6CLGPbuBH7tm2INhuRo0f50YnXGVhpQnBs5InhLTxzeIB4Swvx1lbUQABTVRXm8nJM7SbCUYVvvXg7zW88TL9/G3XVEeqqxiksnxWJFwAe9Hq9D2zduvUXV5w9wzQZA/IOsn379h/our4MeBbAarSyNWsrZcmNeLLseDywpKCerI4ywrY1dHUMkujsRItGCanwjfgGTls/SfmSOrTEMHm5FkpvNdBqCJNobye8fz+xs2exbd6MZcVMMcW1zizsHTNzAFajdd65j6vRxOv7FCLDR7F4GmaFGL9+YICduXPLyjtuvhnnzp0Mf/nLJNqvr0b2k/3dGLfO7/N3W92MhWe7rss259Jz5bk52+7aFaK83LhIVNb8lFS8j4Gcj/AnZ2aiOv/ojW6G8z5GccUDb+tY1dUmiosNvPba3Gc/PPAM77199jNT4mPzGhCA2+8p5meD3dd13sTlywx/+cs4b7sNx44dc9bf6Slk+MzMKFASJVYUr+BEz4nrOr5xkdEHgJoMIMozDfmlMzFWOmaMuWXlSmybNxM7e5bw/v0kOjrYK0Q4usaIKcvCSMhH+dLlnLR+km/GNxBWQYtESHR20tk5RL+2hl3HyrG6l+PxgNOVTedYI32p7QjS9LzMi7qur/R6vU9d101l+C+RmQN5h2lqahoC7t+7d+/dwDfcFnfJ1mVu1KW9hMM6LpdIIrGM/fsreFG8iXL9GDvUI/xUuIMJ82pKSgx0dCRorAqhaway3SYmNsUY25skRzCixWKE9+/HUFiI46abCO/fj55KURaVaSctn9Iy0HLN6xSu0SjMoBMZOYYtdx2RkeMA+AfV2aJ/okj2gw+iRaOMfO1r1y2nntQ0mg1hymoq5l2fZc2aY0Ac+XZ6tblJjqqq89RTfh54wM0Xvzh/9NlC5ORtZsKYzR+c/id0wFD953hccwtWXYv778/iqaf88w66LKZuCvNm560osdF5I5gANq7O40sHzpPSNAzXYey1cJiRr36VrPvuI/vBBxl/+unp0V+JzYYxMPNMNlRs4HDHYfTrfE+yeO1gg3jgIibnEhLBdqRA+noFoxH71q3EW1qInTs3vW2flqK5TkR2GFE0BcEao7MzQXGxif7+O/i2WsR9ykvsEbfQI26gyGTC29CN0ehjYmIUu11AkqbfzxDwB16vd25R+Qy/cDIG5L8Jr9f7wmuvvbbfYDD8LfD7kiSILlf6h2gyiaRSQTw5OQyMNnBa6yIg1yIABoNAJKKR6xpFV9PRJ5UVFs5Wxsjpnjl+anAQxefD7vUSOXiQnHE/7UC5p5xXL7w6vV3cF8E6HiNPErCKKkZVxW6TeebNQdpTAgZNw6xDlgFyjRr3bs7Hap79mURHjuGp+9i0AZGiEkx2/ASjkZyPfITIqVNEjx9/W8/oS1cuUfDemgXXmw1mwom5OQyiZf6Iq9bWOLfe6qSuzkxr68JRRfPhylpGawIUwcTK/4LxqK83E41qXLw4/3mzHGFg9nyHmgojLpJL8/FHavjO/7nMJ4uu83o0jcCzz2LbtImcj38c33e+g55Ku9KyUzNuqIbSBv59/7/P2T0ZTxJvHSXfKOKSwGEEm0Hg9cvD/NWrEkJKxWWUyDKK5Bp11lRZKZ2UIElMXMJRcjOJYDvGoIDosmC78UbCe/dOX8MUL+cqCPkWjJKRaCKK7vATHtPIzU1/dxNCDW+oJ+kVG/HkONC0MYzGtFFyuaaNqQ58X1GUP9y5c+fioWgZfmFkDMh/I5Pqno/u3bv3WeBbwLSTurFxghPHzNwnPUWdOExUPEnA46WvL4VIN0tLkmhqIi1PjULhCpHRjgS5V9VZ15NJQq+/jsPrJff558gyZTEcHEZNqVj7JlhiguX5EvVr50ZbHQuAtCwd2qkDfsCnavzpq0Pk6TqrcyTetSUdpqvrKqnwFQy2IlKRAaSIDpZ0yVfPhz9M8OWXSXR0vK1nMxKP0VMkU2Re2OU0JYk/B0to/uXAT38a4IEH3G/bgAyc+zP+foUHRYe/P/c5Kld+7m3tf+edLn74w4WVdLNsEd5qQEBHX2QOwuUwYqmSGAvEyXkbisORo0dRfD5yPvEJfN/5DlosRk5CwA+UZZfR4+uZpY8WOj9Ema5S5RK4/e7CORPm44pEb2X6WwlN/l0BDnVOUHTRT7VF45a1bpTYKCnBgV0JYbvhBkK7d88ZjfaqCXrLJCRAkiTiShwp30+qfYj+/kJyc2Uqxl7nTrGPIuE5TggPsGZunlOHpmmf2LFjx/xhhhneMTIG5JeA1+s9cPjw4bWJROJ/CYLw54AxP1/npvWXKbtoRgq62ZRoY7e8iWXLhikrDRFVs3EK4rRGlt0icdg+QVmBhGJUMRhEkgkNNaAhvv4CG3feQkt0gK4jB7jJqeL1zs1Mn8U8bglREslZXYQGHJmIcfjZPraXm7hjfS7hoQM4Sm6h/dT3yVUNiDYbng9+kMCzz5IaWjiSaSG+Nt5L0YML96yNkpFocv6RhjknRTQyhNU6Nw+ltzdJMqlTWmrkypXFpemnGGn7Ip8qjlM96bf/dOEE//fS1yip+fR17V9RYSQa1ejrm9/ghcP91C+Z312kq7HJUsnz7/vw/Uv4v/96iU+ZFx6pzUfi8mUC4TCeD38Y3+OPUzksMxROsLFxI6+0vAJA/NIIFYkkv78lhxz3wgZqoTl0S5ELP3ASOH3YzzrnPmqKVrB250p2vfZz+lwQsIpglEBRcakSo74IWNPRdolUAtkq4zFms/keH329KqOj+TRYe5GMbuqdKezLLmHNn1aOVoBvJBKJv7j11luvHbOd4RdOxoD8kpiUT/hcc3Pzs6Io/puu6zdZCh2M5G9nLJFAD4bY5ryCxSIADvzxTeQoZ4lHFAZPC5g6NCqKXVRvk7n6NUomN6KpkFcOduE/P8pnP+FFECQ0JUIi0Iauzy/fobB4VqnZZYH1JezzRTjx0yt8bFsOK8otHDvm4/aKJems8h/+ENX/9oNd2sJBxqptLBYY67A4GI/M36MvbPTQ/+zrVFe8f971L788wc6dDh577NqeDd+VH/EuZw8N2TOJdutyXNybbOfnfT8jv+Td1zzGzp0OXnll4aCFifFXuHXL/EmXSsKPaLCjJuZ/jqIIZassdF0OUWl7e7XpU4OD+J96iuyHHuKOJ55gV0sH5p1mfMMjuLvG+OgN2ZTk5V3zOBZ5kZBtUaYmvwZbhY1USuGF/zzHodIElvc3MhAcIBCdyoWRGQC8xxzsPKxyrESgo1RF0zQ25Wwi32kjPzdFNHqFWGg9nQ47mtmMdWb+51VRFP9w27ZtF97WQ8jwCyVjQH7JNDU1nQd2Njc37xQE4SuCKC7XLRZki2XWy5HMhQz0dWI+7qZyNAiCkZ7gTC9VtuQhm3NQEwGeP34af/FKvOMC+756gKpbDOQXerDmNgIC0bFTc1wlSQGuRwzD4rGhe2z8y9EhHlJeQxaLyX3wQfw//CG9g4OcDAfwCyomk4FESsWQUqmQzazLzlmwNscP4qPkb6xe9Lx2k/2qxmc2ZrsZTVw4z+Xy5QTveY8bk0mYV/Z+itD4mzSk9nBr6Vwp+ruK3HS176ZjfAlZ2QuWQMViEcnNNdDevrCypM08itM+v6tOTQSQFjEgAHfdXMp32jr4CPMbkISq8oZ/jEE1jmyWMckikVgKGxIrIhH0p54i//3vp/b5x9i/71XWByd497uuT+IdwDZP9QGDZKCxvBFN07gweIHw8Dgb3lS4u6oaV6Odx86cImtJNYWuQsbCY9N5SblxWKYbWdYn0Jl08KbRSmHFzPO3WgWw5qEzXbzoMvDZzCT5rwYZA/IrQlNT0+6TJ082RCKRT+m6/jfAnJTomHkVBssJDAVWdE3D4O8DwOioQE1OEPdf4Olzca5kZeMxJoj1dONdvp4zPz+JdusYeanjCKIRW94m4hOXpuueh6NJdPPcxt0oGVlRvIICZ8EsGWyDZEBfrfPGnhNcuBSkW3uS1kQXSo2R7MpCxLfIfL8xGub7HQPY4gKeGJSFdO7PKcYoirSFg/iXWLmWyLrdZCcQW7iuh2xe3D115EiEdetsHDo0v5CgqiawDn6dj9TPDUee4tNLcvnM+W+hZf3zvEq7AOvXWxc8xxQuR4yFarmpyQCiYf5KfFdT0WCj62yQSpuTpKbxsr+fZLaA4ASzS6fhDjebCmaP6RJJlbOtPk4PtWLe8316Ose5s6KI+x76JJCe20LX0NFB10nFhoiPt6Brs59tnl1ESSrIxnTzUeAsoDq3muPdx0mpKQRfgrvPqGxZtZ6W9tMUZ9XwBw3ZPH6uk1a3GbfVTYWngm5fNzYN5Pw8BFHEZTLR4GlY6JbDuq7/cywW+4c77rjjv6D7nOGdIGNAfoVYt25dCvjK7t27vy/L8v8Gfo+rPEuCw8HE9u0oJ09iGR/H5MnBaHcR8nUjiRrPtatctJtZmlPM5ZHLrFM00HWWYeX8a1Ec71GwWNLiiBbPakBAiQ1zvieMvXgmfNRj87CmbA2KqtA61Dq7lKkG6qkRlo4J3LztDiyrokQ9Ih976H8yGhrlYMfBORLg9lw79tx0o5gAWpMKf3S8j6JxGAuG8dw1t9LiW7EZbUzEFsnGNi2ufXXsWISPfMSzYOMeuvx3/NOya2eXf2GZi0cvfZnCZX8x7/qGBgvf/vbirjKnNc502NpbUJMTiPIimjCT3HRjAf98pIVigxNjkc6d7y/GZFw8wc9sNrHj9vcim3N47tXdVKcqWEoBT/3ltzBXQNPO2e4r2ZKPvWAzCBKxsTdQEmkX4opqFz84GsJZlkWhq5Ace860PpmWULjtrEqjZE2HDcdVkqEeXNlL+ejKCE9cVOhRfPiDfkpySzB6QvgEgbjbTWTdOsS5o1QN+IGiKH+yc+fOtxePneEdJ2NAfgWZDEN8dN++fY/ruv5vwLapdaIkEdu4kRigBYaZ8Alo8jbQNdqln+K2WxkODZOKJinWZVKDg8i5uawYHeXcgRgrb0m/8pjvTay561CTAYKaAVEUkUSJTZWbiCQjvN76eronehXCOT/Lu1O8y5ZDzu/cxesvPceDj27nxMlmnnr+Pyipq+W+hvu4MHiB8wOzpcivRjbK5NxYRnA8SsHPIvhf7kHbmIsle+GG02q00jc54normqJhTF5mYuzrOLI/Nu/oIBbTUBQdi0UkFpudmBEcepn35oQwSdeu2W6WZR70+PjJ8B6y82cn6dlsIsmkPuf4U6hqgt6xb2OVu0gqy+YUZAJQk0EM8wQDXE3/UJR9L45hjko0fchDfs61DY4lexXmrFpCg/s59OYlmv1WNm3fSv+TB3jvPY8w+uKL7P73UZyrZDbckH4OSmyYUGwYELDkNGBy1xEdPorJAHZBxGKwUJRVxKmeU9PnWXY+xWbBipyXR2pgAJciEo0pSMZRTFYP95THGDe9G1EU8Sf8BDfrJHPShnue7JZmXdf/qKmp6cw1bzDDL4WMGu+vMI8//vjQ448//vgjjzxySBCEZcAsvXTBbEeQbYiihCjJDMdGkCwSY+ExjAGV23xG9HgcOS8PNRDgkK+MF9q20dqThT8YptDRiT1nNcc6+0ll57K2dC0nek7QH5gtca4GElQfmOADYTuNFifOzZtJtrfTGrvC0tVGKipqCbRfpjWVoHXsIsVZxTSWN9Ix2jHHCF2N8cAIf5FbxU5DFv7WMTqCYUwl8/v16wrr6PZ1z5L2BkhMxDCd7OIfPraUnRvCdHY9x8DwFUyWdXOOYTAIZGfLDA7OzB2paoKC0a9xf8n1VyqssJk4PdSCkpUOUJhizRorQ0PKPHW+NbqHv0nQ8n3KbtewLcvl+efbaaywYrPMnlAQJQNGewmJ4Pxh0C/9fBD/vhTvshezISuHXUMjLK9zzrstAIKIq+wO1FSY0MAeRsZ9fPdcjPVbt9E70Yt6boA6TcK+fDmlw36sQxJHWgM4iyWs1pn+pRIdQomNYMvbgJoMcWYwSk3NWk51nyLeno3esRKlo4FlE+MslRPIubkow8NYJZnRwhR2m4JsziaUsKGZa5BECZvRhmyd664TBOEY8Cmv1/vZJ5544u2H9GX4byNjQH4NeOKJJzoff/zx/3jkkUcOiaJYD8zrqE9GAlhaumkcN0MghVGBHFVAtNsZ9Md4SXgvKZYRjNXQO3oDR87bcNqGGBMkHPnF7Dt+EH9vhGQ0hdmV7sXL3RFuf1PlTmMWFknCtHQpejJJoqOD/vwEJWUKluwVVLqGaTnjI+axMRQcYiI2wa31t9I21DavEVFTKqvejLJ8MpKo3uJgZVjmcFs/QqUD8S25B6uKV9Ey2DLLPRYfC1PaO8qfPLAESUwL/K2rt7Fp5TjnL76IP+TGaJqRRQkEVLZssXPu3IxOWLz7n/nzSvm6pdyn2OiSeL7nIlb3xullN93kYO/e8KxCX76JQwxp/0bx7TE8NU5ESUQQBSxVHl5t7qMux0iW4+oRk47ZVUs8MLv0cCym8KPvXmFb0DNLFqTHH6F8jQ1pvuxwQSSr4t1ERg6TDKa1tL65bxxtWR71RfWcHziPOJJkzXgCyeVCcrkwTExQqVlpvxAjaFHw5Kav7WxbiMs9UaIT3RSW1jEY0OgdkBk/tAVL+D6kVA2yXswYxdRpZ3C4HKjBICN2lbG4jj3iwD8SQrGXoxrnBilMcg749Pbt2z9TWVnZttBGGX51yLiwfo1oamrarev6+n379t0F/C0wa8ax3r6UwvgIBr+fjnITP6hLUn1F5/2xJLukG8jNK8NsFpmKhFTV9RzuTkAiTuJSA/aRe7BjQlUTTJxrAamVPxDPUWlK5wRIbjeSy0X05Ek0wOhJu2qmIrruXWXnW51BpCInI6ER9lzcw50r7+SFsy/MuRfhxBjvzp3dkBSZLXyBCr74ci8T3jxMzplcBINkIJ6cSQaM+yLUjgb40Lsq5hzbZTfyxx8wcuDU07x4+DQW5+8CEA5rs0qnRoOXuck6gEG8tuvqrZgkiZssPRwOd2G1pwttGQzCrEJfvb6vY11xmara+eVJ3Jsr+erhK/zPGwXK8tNuKC0VRRBnj0rG/HF2PznCQ67yOce42ZLP683D3Hrz3EbZVXYXoYHXURPp4INjl4L48h0YmUnKHHSqaGMQv3AB64YNSFlZqIEAq2QHvYdifP5ILaFEHUZTHZJkAhIUtvQgygEK7RXYKtZPX6+mQTxexaGRVdydHKS/QadghYB42or9vIbRncNA8bwVFC8An9u+ffuzgiBcn55Khl8JMmKKv2YIgqB7vd4Xtm/f3gg8AEzrV6sOBwMrVxLLy8OXZybbnk14eR4v5zuYKPYw5gvR25ukuztJx8gROm1fxFjTzt3rYkjJIZYudVJba0aWTbhsa3EY7ycxVUNbFLEsX0705EkAzsUDNKxON4y6njYgpflWlgszeSb+qJ/TvafZVLVpzn0s84vzfnwi8GfOMgr3+0iGZ4JtUmpqeiSTDMdZMuznQ7fNL7o4xdZGF3/ycC967K/QJiOJQiEVs3lSBiPwFLcWLGw8BKMRYQEJcoB7C+0Yxn8KpOc/AoH0vatqgo7xvyTvlj5yFjAeUzjXlfLVQ+OMBaeMo45+VVa4LxDn4A/HeZ9rfvl+WRQRBuf2A235NxAdPTFtPAD2DqoYs9KT96qWvlat1sXpcHqb6PHjWOrrmeph+OMySeF+LNYGZNlEba2ZpUudXAkOoC9JcveWy6wv/0fCvmN0dyfp7U3i9weJV1bSUm6neG0uZks25moT0dxcBlasQLPPcll1CYLwiZGRkVVer/eZjPH49SMzAvk1RRAEDXimubn5Z4Ig/A/gj4FVWnEx/fn5bNEijMfGKbYVI3pEhsf3MjbyImLPBnQhAUuOU5VfTrSvi7L15dy5aS/ffbkeg9HDihUW2triJJNGIpIdULE2NBA5dmz6/FqRYXoSWFeiCKKMrinsWGqhtTOMmJduKPoD/ZRll5Fty55OBEy2B7hJXDxU9Q/sxXxpXx+h24sQRXFaZlzTNPI7RvjoPfM3qG8lJ8vEX38cvvjEXxJR/jddXVZKSw2cPXGUe5wBID1/YCgsxLJ6NXJ2drrwvK5PazYJBsP0MmV8nNiZM9PZ9nfZh3l24hx1devp6EiQSoW4kvgbqu+1wyIlbq/G3ljCv7x6hc/fV4oozhjkpKKx94c+fse+eKng1XE751onWFmXjvyWzR7QNVLRweltTreHmPBY06XKrsrqlwwSww4DU17GyPHjWFatInbmDEHJjSjKmEwCNTVmLl6ME0uOoTfsR84uoa23i8ZV5Swp/hk/PzaIjoS34RTO7Hz6kl66kwoGbQDc2aS22xBnyg6cEQThy8PDw08/8MAD//+F6TP80sgYkF9zJishPgk82dzcfKMgCP9LkuU7XbgEl3EmlcSsmcnKsRIeSqCbxzBZLITjYVY4ZHRNpSxfpWHJfs503Mu5czHq6sxcupQgJVkxlLhI9vSgKzPzD3L+zPghFRtBMmWjxEbI95hZ2hnm6ingo11H2VG7Y7oiYvUg5FsWFg2c4jO2Ev5m3wA0FU3PfVhaBvn0XW8xHoKIbMpGNNgnQ2B1tFQENRlM51WI8GcfsvLl732ezs6/p6HBxdj+V1hbnIVt40ZMlZWkBgeJHDt2zUx6OTsbS0MDjh07SHR2csPx4+zpb6aoaDPHjo3Tn/o8VXfNGMcsaxYuswubKS0yGE1GCSVC+CP+WfpTcmMxX9k1wB/eXjQtY/Ly08O823btOvP5Jgtt3QmYLKFi8TQQ6t8za5s3xgWM+elUUY/dw1BwZm562C3BZJK/nkqR6uvDUFxMsltHlgWqqkzT80ZiwX5Et4aiKQypEmoqjMVixmFLYjeHyc+xMhQ2IZokQEIl7d4TRRAE4ZCu6/+0ffv2FzOjjd8MMgbkN4impqaDwMH9+/ev0jTt94APAGaATTmbONpzmaRvJ5oYxlL+PaxJK+V2abrBqitr51TbGOhRLl4so7rahKHThmAwkOqbCaGNqyrOopnfvxIfxeSoRImNoGlwpXUFkZY89OxOjEuGMNpkhoJDZNuyGQuMUheA6SRqQcBQVIShuBjRZAJRRI/HSQ0MkOzv5xMxN1+76EdZriB0+3lkYzaSbMSSXY/Bmo4l0HUNNRlATQZhMmdZMmVjdFYhTRlRTeHPf+8if/fVzxOPfYqba22477yV6LFjRI4sXmzrapTxcUJ70o2zqboa93vfy50vvspIpIfW4a+x84MrWVawDEmU0NGZiE0QiAam5xzsJjuFrkLcVvd0cuZAYIDzA+cZLsripdN+3leicPywn81RN6JFxFhSgqGoCMFsBlVFm3w+qYGBaXFCW79OIqlic+ZPjjx0/CGF108W0D1YxRWlG3fuCIiQZcmifXSmPssVj0Z8VMU8mYOhjI1hqqpCMklUVBi5eDFOPNGDKNmQci4DkFJSDOkeRiYM2AwS57pvRtcNFJTsQnDWXZ0mmQR+JAjCl7Zv3z6j4Z7hN4K3F3qS4deK3bt350uS9LuCIHyaSenXkRGRRELGaB8i352NlgpRatjL/tOlnL60hEdufpq8bJmuAQlfahPaWIA8+Ty6PYloUtFUga7zMUry7OTWiLhd6T6IOauOeKCVJ14qp2v0Q9PXEE6cQc/bj3ONn/UV6zn7/Gv82bgLOTcXc21aPHHKWOiJ9JyHaLFgKC7GWFoKosiPD+0mtnMFReMXuaXpJnRdJTZ+HiV2/Xllgigj2Ko4eDLKT145z/2NS+m/dAa30YQa0zBGNTbaczDLi/ep4orCnqCPMSOkTCL+ZJK6+jW89sYl1jatQl5qptPXeV2V/aYocBVQX1iPLMoc2PsaH1xbT+8z52i68SbQNJJXrpDq70eLpUcBgsmEsbgYQ1HagMbb2lBGRzlZP8H2O24hMnKcZ/dk82bndiTDqunzhLK+gqPBT11BHa1DremFwRTLrggMTISIlplJyTrOpER53ESWfTXdLjs9yaNIbpV4QENqvQdzRQvO8gA3eW7CbrITC00wFsjFbFbIzZ0eVQWBx3Vd/1JTU9P8CTwZfu3JGJDfAg4ePOhQVfUDuq5/DFj91vX9PTFOnqkjGhX44C3/SGmRjaQicSVUSUrMpdR6FodFJxnpA12js1mlqldiWEwRXqNTvcKIybWUA0eHeeHIh5DmJORpTOg/YfP9AqYXTvE/GrahjI+TuHx5wWseT8TpNMTRHRJyZQ3Pn+3l3euLiIUuUbPchtt1fZUGYzGFI/v8MCJiCkpsu/99/J8TfezcDI2riggN7kNXE6RUjRNv+IiOCgjDOo2KiyxD+hy+VJKX1Am63QI+p46z1oMoipgNZrYt3UbXhQFCZ1V+f1Mlrz39A/otGl0unURD1rTcx7VIhRPInRFW5C+jpaWPjbXlhDsukRXXWIsZj3FhpTJzbS1SVhaHeg5Qf/davvqEQCj5bt4aI5NSx9GWf4MVqyu5PHKZksspbu2FUsnAD0o0Li8REQWREncJQlKgwdrAcGyYLrULTdQY7U1havtDrFadmpXnqKuaN2fnDPBtXde/19TUtLimS4ZfezIG5LeMPXv2NIqi+AHgYWC6pe/t1RkddbOh5jpTRIoAAA6hSURBVFWc1gR+tRaMaWkLNT5MuWEXVmcJyXAv/T9SKY6n3R1xTaVvjUbF+iq+9PgGikobkWUBURQm/d5TfwLDo9+hVNQJtscQEXARpVQfZZU93dApmsYZYxjKBbJLoKrCiS1vPccu9HKyR+MRZzWGtkuc7+3C79ShRGPjNjfzFeiLJ1SOvhbAfEVgkzUbwWDAeccdPPHky2Td8wVef+W7/N3vduMs3kYyfIW4f7ao6/HTPgIXNTrj0FkiY62dbRRXFK2gKKuIvW176X9uCfff/SGSz/8R97//XoIvv4yuKOwJjfNGDkysz5qjDwagazqmNwMsGxepiQk0VFYTr6zktKGLNknGU1XKie4TxAaC5PoF6kZ0btFtyJM3/GZY44qQSxAbuqCTXWthSJFxeB5B13X0tKQVmgaappNK6VzqP0jVbeewHOvkPUMSpsljHbcovLRRpjy7nCtjV7gt7zby7On3PxIZoS3Shh61Y/N5yc+foGR2AFwQeFrX9Scn3agZfkvIGJDfUpqbm82CINwNfBzYea3t5Xgbdi4jpRKYd+lY7fapmVFGdY0DVhejwW30+4pR1Zn5EU2JslTbxQpTJ4lqB62OElzq7zA0lGJkREFRYpjiJ6k3H6dqzQANa9O9WtFgw5qzlujoab6wd5CVN+5A+E4zD9x4M/G2NlS/Hw04mvLjaJRZuWamN3zxQpjxQyk2G2cafecttxDat48vDVey9p6Psn9/kJr8L/LgbXFMriUYbSWEBvbBVUmP/cNh/rUf7J6ZSXFREPHWeOkZ76FjtIPx4zayo59h61YnnS9+hU/kj2Lfto3gqzNVIH8e83NquQGtfOY48uUQje0Kt1rciIDs8WBasoTm87vx/m4TP361mdbCAtaWreVUz6npqCnxUojyzhJ6UutIWdcjSWby82Xy8w3k2n9K4XAvoc4w5xJLaJduQZypEY4sCxS6+zA6mrknFiEnHfIFmkY4HOZbjRKiZGSpfSk12deuNyIIwingW5qm/TAz2vjtJDOJ/ltKU1NTHHgGeGbfvn0rdV3/KPAQc8vkAaCYa/HrNejBy7iXKwRGR9FTKYJ1dUhFRazq66Pq4s9piY9yWmrkkngzLuUit+vPs8ycxLx0KV+LtSCXGjnxUjMVuVupqTFx6RKo9q34sie4b226sqBkcmO0lxMePMC+i2FihXZSaoqevHR1PduWLUSPHUNUFDYb3IydSnCw38+Nd7k5tT9EQZvMMuNMY21du5bIiRP4QhFGpfrJTHGRlt4thKOvAu2kokM4S24mNLBnOjFSFASuTlA3SAaaaps43HGYcCKMElWRxjaDVURRdHrFtQSCzyKeOoVlzRpib7wBwJ0WN8svxvjZRJDgCid5x/zcH7KSa0kbPUGWMdXUEDlyBEO9gK4p7Ky30vLmCAcTB2kobaDb140/6kercdA6vAazuhUJqK01MzGhcqVjD/e+f4iu4SvcsGwla9re5EKilV36uwjKS1mqvsba5GlW5OfRXlXHeHExo/39OC9eBKMRQ1kZG0wG8ovmTfS7mjFBEL6vqup/7Nixo+XtfncZfrPIGJAMTEbHPPrjH//4j3Jzc28QBOF+4EFgVu1bQRAQ8mqYuEq0deoD0kpKmDh5khUFDpb5jvB07Ao3GfrINYCxrILAxVb6V2uUG3QoPcRg1yYCAZHaWjNtbXEEIZ3NLJncyOYcYr60ft7JsISYm84DGa820zUYo+rYMSwrVxKdbKBzDCY2+0w89s1e7jMW4jLOZHJLLhd6Monq93M04cbiWDktNWIwbeWVo6d5zw4/WipMaKAZe8FWwkMH0DUFQZwxILIkc+OSG9nTtmc6pDh6MReXdQsAqZSO5FjD6dDzeH0+DMXFSE4najBdWKrSZOFDwzJfb+/mk9kVXK33aFm9mujx4/QoUaqXGUFXMBslGu0iB9F548ob1ObXoqMTiAYQhfTOdXVmuruTxGIat607jNngxlahMbH7Ao6KCpb39OBRfsyheCH3mQeQ8zz4w2H04mIEQUAuKSF6lS9qES3iAPAC8Exubu6u+vr66yvtmOE3nkwmeoZpHnjgAbWpqemg1+t9NBqNlgD3kM4xWbi83iSCIBApSKvI9uhuLpvfw1m5DsFkQp2Y4IINyDaSUlMYSiZIiq3EYhq9vUnKy43IsogoW5BN2SQm0pPrFwYSBJxpY5BSU4g2Az02AV1RUINBRJtt+vyt9ii/83Ah7a7ZpSJMS5cSO59WBu6T00WrFGXGTXWxdyZKSddShIcOYMvbBAjpKr8CCAhsqtzEgcsHZmlxib6ZeIQpozQkp/MeYmfPYqqZ7QZ6zpUgeVsxh/QZ6XnRbkf1+9FVlXihjNNunA6r3lRpwDSRvp+24TZybDmYDWZESaS83EhXV9p4WI0XaFw2ga4pFJQY8Vl0tHAYwWjkgLyJi8Z3M4wFXdOIFMyu7bIIUeBF4IHc3Nx8r9f7Aa/X+0LGeGS4mowByTAvd9xxR8Lr9b7g9Xo/oOt6PjPGJLTQPrEbbmCwqoo9znfjcHs4Z72ToNnGiMtFfN0GBE1AUZW0UKLrJIL7JEH1JBPBMC6HjMFaPEuF9o2QhGRKj3GmGu5Rd/r/REdHOswXGDAkyfMacNoN1N5upkNMy4JITifK6EylwiE9vf1V+ZAk9c2caJnRFNU1hejYKSyeVekRlyCwqmQVp3pOzQrNjXQZsEozEi1TBqRXr5xepvh8iJPSHQflOJ0rzYhWA82rZbompVWMJSUkOtNCh1PJmVMGxG6WWXWVIm77aDslWSU4HTITE2Es8ikqC05SWXgSgySi6ylSqkBsywaG7HbGLW66LduwZhew33kPg0uXEr/hhoVeH0AMeFEQhEcSiUSe1+u92+v1PpMxGhkWIuPCynBNJudLXgBeOHz4sCWRSGwBdoqiuFPX9cart43U17OpSqG7uw+rVaLXsA1bURZFQP1onM6+OOr5nVg8/ajLXsRpsKDHjiCr5Xy3xcflQApFVXGKEh5FQRBEdFPahSVoAvb6dXQPJ8hva8OUTJLSNKINsMSTHqnYbTKjaxUSxzVchYXE29pIAF1uD9qkAblaLVcUTVwaWM665efo7o9jMokU5aZrYZhs+RS4BIaCQ8RSMWLjSTRFx5ZnwhBYhijOhNZOjWpi1qVcynqD8sA4dHVhrq0l0HqBfVUCkiX9c9OyjewqS/DxPtCTSWKSxHBtLclSAynlTYyTBsQf0xgOJLg3X8Zt1BAEiXB8HE/1KOtKv0W+M4ymxvnurnv55n+u4q4txzE6VyCVriBcCsH+CdYrIaLRABUVJqKWeQt3dQK7gd26rr+cmQzP8HbIGJAMb4vNmzfHmGxwAPbt21cJ3Kzr+k7gVsBpsYjU1U25kmbEBJdnrSDV4WHIWkBCS+CwZKGqKsvdS6j11HJyOE5BqYmJ6ASOUISPrDLQMa7xk1GNlJJinX0ddXn1UAH9VVVw/jzDJSLL1hZOSpiIgEb1qlHa28I4kkn68/KIbNyI2eNhR2+APXucpFJTDb9GYdYeksle/vLbDyIZKtA0BUHoojhnmIbl/chBgb5jRaQmtmMUqxBFmWiyg4T9ZXT5KCZlAyBOjmri7LgpiLH0HrrHxrAdO0ZVMsneLA25PIsCRw4iIpquEW2IcjIwTr2iMHjbbci5uViA3pBMrTrARZ/GT8d0krlWthhVKotdSEYXXWM51NXVEY9LKJzHYDSjqG4SVHGks5h1a33TbgVnsQsnU+6yaWdDFDgsCMJuTdP+s6mpabZufIYMb4NMGG+GXxgvvfSSyWKxbAVuEwThJmAl89ScGRoyMB4JYc0bwmFw4DGnizlpmsbugd2kTClWpPzsqHAgIDAQ1jnsL6Qhf8Os42iBAJLSgcM+jlUcwGzQUTWduJ7HcLeAMVGOUl8/a5+TJ3WCwVpGBzvY2fhjGmtDBMIa//zjR5EkD2azSGGhjK4nKCvtRUenr68CMDIwkCKR0EmqQ0hbvoFkFkl1FiL23ktlWSlOZxvr1s38pHRdx9DSQrPeS8CtMpYaQxAERE2k0FRIedJNtXsJUtZsxV4lfILXJvpJGUV0XWeVEqap3MVYyETIeBPCZO6GpPowCCHauosxWa0UFLy1kBUAKvCmIAh7VFV9JT8//0DGJZXhF0XGgGR4x9i1a5fNaDSuEUVxi67rNwJbuCp5cSEC8QA2vQ+XEETDSIhqDObFd1NTUeRkDwmpCKPZhaZpiPNkGKZSKiePC+xc/TpFeTpKfAxdTfIvP34AwbgSm01kaCiM19tHWVna9vX0qOzdW0phoY1wWMOvHEXa8HOMspEcew5JnwlTr5emrSryPAmDU9cSiAQYjA1S4azAYlxcTHI8Mk5npJOklqTU6qTUWgLy4tLwk0QEQTijadpBQRAOSZJ0cOvWrYsrRGbI8F8kY0Ay/LfR3NwsS5K0StO0LbqubxEEYQuweFGPdwAlMYFZ7SRbasXhsCFKJp54aR2+8DqSyTD19T6WLZstFtvaKtLSko3ZbCdk3Y27oZ2EkiAaiVJnr6PCVkWWdZHSsu8cV4BDpN1SB4eHh89mJNIz/HeRMSAZfqk0NzdnAStEUVyu63q9IAiNuq43ALZr7fv/i5YKY1AHQBAZDXiQLS6czsUDEwMBlaGwH9kWQEOj2FaMzfiOXyqkVW3bgVOCILToun5B1/UTTU1NmZrhGX5pZAxIhl85dF0X9+/fX61p2mpBEFYKglCv63o1UMHVs/K/mQRIV+rr1DTtvK7r5wRBeNPr9XZOFhHLkOFXhowByfBrxYEDB9yaplUAlbquVwiCUKnregVQOfln/WVe33UQAbqBrsm/btIGo1vTtK6mpqbAIvtmyPArRcaAZPiNYjJPxaPrugfIEQQhVxTFqf89uq57BEHwCGntlCwAXdfNwNSstot0zKsBmBLUCgMpQAMmJpfFBEGYKmQe0HU9peu6TxAEHzAG+ARB8KmqOkZaP8pnMpl8k2HQGTL8RvD/ADRLZoEcqLevAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<drawsvg.raster.Raster at 0x10d0f72e0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p1 = 4\n",
    "p2 = 3\n",
    "q = 3\n",
    "rotate = 0\n",
    "depth = 6\n",
    "\n",
    "theta1, theta2 = math.pi*2/p1, math.pi*2/p2\n",
    "phi_sum = math.pi*2/q\n",
    "r1 = triangle_side_for_angles(theta1/2, phi_sum/2, theta2/2)\n",
    "r2 = triangle_side_for_angles(theta2/2, phi_sum/2, theta1/2)\n",
    "\n",
    "t_gen1 = htiles.TileGen.make_regular(p1, hr=r1, skip=1)\n",
    "t_gen2 = htiles.TileGen.make_regular(p2, hr=r2, skip=1)\n",
    "\n",
    "decorator1 = TileDecoratorFish(p1, p2, q)\n",
    "\n",
    "t_layout = TileLayoutFish()\n",
    "t_layout.add_generator(t_gen1, ((0,1)*10)[:p1], decorator1)\n",
    "t_layout.add_generator(t_gen2, ((0,1,2)*10)[:p2], htiles.TileDecoratorNull())\n",
    "start_tile = t_layout.start_tile(code=0,rotate_deg=-rotate)\n",
    "\n",
    "tiles = t_layout.tile_plane(start_tile, depth=depth)\n",
    "\n",
    "d = Drawing(2, 2, origin='center')\n",
    "d.draw(euclid.Circle(0, 0, 1), fill='silver')\n",
    "for tile in tiles:\n",
    "    d.draw(tile, layer=0)\n",
    "for tile in tiles:\n",
    "    d.draw(tile, layer=1)\n",
    "for tile in tiles:\n",
    "    d.draw(tile, layer=2)\n",
    "\n",
    "d.set_render_size(w=400)\n",
    "d.save_svg('images/escherApprox.svg')\n",
    "d.rasterize(to_file='images/escherApprox.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<drawsvg.raster.Raster at 0x10d131180>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Transform the Poincare disk to the Poincare half-plane\n",
    "# A small translation to avoid singularities\n",
    "trans = Transform.merge(\n",
    "    Transform.mirror((1, 0)),\n",
    "    Transform.disk_to_half(),\n",
    "    Transform.translation((-0.00001,0)),\n",
    "    Transform.mirror((1, 0)),\n",
    ")\n",
    "\n",
    "d = Drawing(3, 3, origin=(-1.5, -3))\n",
    "d.append(draw.Rectangle(-10, -10, 20, 20, fill='silver'))\n",
    "for tile in tiles:\n",
    "    d.draw(tile, transform=trans, layer=0)\n",
    "for tile in tiles:\n",
    "    d.draw(tile, transform=trans, layer=1)\n",
    "for tile in tiles:\n",
    "    d.draw(tile, transform=trans, layer=2)\n",
    "\n",
    "d.set_render_size(w=400)\n",
    "d.save_svg('images/escherApproxHalfPlane.svg')\n",
    "d.rasterize(to_file='images/escherApproxHalfPlane.png')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}