{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Eddy strømmer i tynne ledere\n",
    "\n",
    "Vi vet at et magnetisk felt som varierer i tid vil indusere strømmer i ledere. Hvis lederen er en ledningsløkke, vi det dannes en støm langsmed ledningen. Men hva skjer dersom en lederen har en viss utstrekning, f.eks. i form av et tynt metallpanel, slik du vil finne i en boks laget av et ledende metall? \n",
    "\n",
    "Dette skal vi se på i detalj her. Først ved å se på hva som skjer i et tynt, sirkulært ark, hvor vi kan løse problemet analytisk og så i en mer komplisert geometri, hvor vi må løse det med numeriske metoder. For å gjøre det, må vi innføre en ny numerisk metode som også kan være et nyttig verktøy i andre situasjoner."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Strømmer i et tynt, sylindrisk ark\n",
    "\n",
    "La oss først se på en forenklet situasjon hvor vi kan finne en analytisk løsning. Vi ser på at tynt ledende ark som er formet som en sirkel med radius $a$ og som ligger i $xy$-planet med sentrum i origo. Det er ut uniformt, tidsvarierende magnetisk felt hvor vi for enklelthetsskyld antar at\n",
    "\n",
    "$$ \\frac{\\partial B_z}{\\partial t} = B_0/\\tau  \\; .$$\n",
    "\n",
    "Planen vår er å finne det elektriske feltet $\\vec{E}$ i $xy$-planet og så bruke Ohms lov til å finne strømtettheten $\\vec{J} = - \\sigma \\vec{E}$. Vi finner det elektriske feltet fra Faradays lov på differensial form:\n",
    "\n",
    "$$\\vec{\\nabla } \\times \\vec{E} = - \\frac{\\partial \\vec{B}}{\\partial t}$$\n",
    "\n",
    "Siden $\\vec{B}$-feltet kun har en $z$-komponent, vil det kun være $z$-komponenten av curl'en til $\\vec{E}$ som er forskellig fra null."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Fordi systemet er symmetrisk ved rotasjon om $z$-aksen (aksen gjennom sentrum av sirkelflaten), forventer vi også at $\\vec{E}$-feltet har denne symmetrien. Vi benytter sylinderkoordinater og da er curl'en gitt som\n",
    "\n",
    "$$\\left( \\vec{\\nabla} \\times \\vec{E} \\right)_z = \\frac{1}{r}\\left( \\frac{\\partial ( rE_{\\phi} )}{\\partial r} - \\frac{\\partial E_r}{\\partial \\phi} \\right)$$\n",
    "\n",
    "Fordi systemet har sylindrisk symmetri kan ikke $E_r$ avhenge av $\\phi$. Dermed får vi\n",
    "\n",
    "$$\\frac{1}{r}\\frac{\\partial ( rE_{\\phi})}{\\partial r} = - \\frac{\\partial B_z}{\\partial t}$$\n",
    "\n",
    "Vi finner derfor at \n",
    "\n",
    "$$E_{\\phi} = - \\frac{1}{2} r \\frac{\\partial B_z}{\\partial t}$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Vi kan plotte dette ved å sette $\\hat{\\phi} = (-y,x)/r$ som gir\n",
    "\n",
    "$$\\vec{E} = - \\frac{\\partial B_z}{\\partial t}(-y,x)$$\n",
    "\n",
    "Vi plotter dette i følgende program"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-5.5, 5.5, -5.5, 5.5)"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt \n",
    "L=5\n",
    "NL = 25\n",
    "dBdt = 1.0\n",
    "x = np.linspace(-L,L,NL)\n",
    "y = np.linspace(-L,L,NL)\n",
    "rx,ry = np.meshgrid(x,y)\n",
    "Ex = -(dBdt/2)*(-ry)\n",
    "Ey = -(dBdt/2)*(rx) \n",
    "plt.quiver(rx,ry,Ex,Ey)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Numerisk løsning\n",
    "\n",
    "Hvis systemet ikke har den fulle sylindriske symmetrien, hvordan kan vi da finne det elektriske feltet og/eller strømtettheten?\n",
    "\n",
    "Først, la oss anta at vi kan se bort fra magnetfeltet som dannes av strømmene i systemet vårt. Dvs. vi antar at det ytre feltet er mye sterkere enn strømmene som settes opp av strømtettheten vi finner.\n",
    "\n",
    "I dette tilfellet skal vi løse\n",
    "\n",
    "$$\\vec{\\nabla } \\times \\vec{E} = - \\frac{\\partial \\vec{B}}{\\partial t}$$\n",
    " \n",
    "Hvor vi samtidig vet at $\\nabla \\cdot \\vec{J} = 0$ og at $\\vec{E} = \\rho \\vec{J}$ hvor $\\rho = 1/\\sigma$ her er resistiviteten i materialet (og ikke ladningstettheten).\n",
    "\n",
    "Vi vet da at vi kan uttrykke $\\vec{J}$ med et vektorpotensial $\\vec{J} = \\nabla \\times \\vec{T}$. Fordi vi ser på et tynt ark har ikke $\\vec{J}$ en $z$-komponent, og $\\vec{T} = T(x,y) \\hat{\\vec{z}}$.\n",
    "\n",
    "Da er\n",
    "\n",
    "$$\\vec{J} = \\frac{\\partial T}{\\partial y}\\hat{x} - \\frac{\\partial T}{\\partial x}\\hat{y}$$  \n",
    "\n",
    "Det betyr igjen at $\\vec{E} = \\rho \\nabla \\times \\vec{T}$ som satt inn ovenfor gir\n",
    "\n",
    "$$\\nabla \\times \\vec{E} = \\nabla \\times \\left( \\rho \\nabla \\times \\vec{T}\\right) = - \\frac{\\partial \\vec{B}}{\\partial t}$$\n",
    "\n",
    "Hvis $\\rho$ er konstant, blir dette $\\nabla \\times \\left(\\nabla \\times \\vec{T}\\right)$. Vi bruker en vektor-relasjon som er $\\nabla \\times \\left(\\nabla \\times \\vec{T}\\right) = \\nabla \\left( \\nabla \\cdot \\vec{T} \\right) - \\nabla^2 \\vec{T}$. Merk at her er  $\\nabla \\cdot \\vec{T} = 0$ fordi $\\vec{T}$ kun har en $z$-komponent og denne ikke avhenger av $z$ ($\\vec{T} = T(x,y)\\hat{z}$).\n",
    "\n",
    "Dermed har vi endt opp med Poissons liking for $T(x,y)$:\n",
    "\n",
    "$$\\nabla^2 T = + \\frac{\\partial B_z}{\\partial t}$$\n",
    "\n",
    "Denne vet vi hvordan vi skal løse!\n",
    "\n",
    "__Men hva er randbetingelsene?__ Vi vet at det ikke kan være noe strøm ut av systemet slik at $\\vec{J} \\cdot \\hat{n} = 0$ på randen. Uttrykt i form av $T$ betyr det at $T$ er konstant langsmed randen. (Fordi den tangentielt deriverte av $T$ er null).\n",
    "\n",
    "Da har vi både en likning vi skal løse og randbetingelser. Vi gjør om vår gamle løser for Laplace likning til å løse Poissons likning.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from numba import jit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "@jit(cache=True)\n",
    "def solveeddy(b,nrep,Bf):\n",
    "    \"\"\" b = boundary conditions\n",
    "    nrep = number of iterations\n",
    "    Bf = time derivative of flux of B-field\n",
    "    returns potentials \"\"\"\n",
    "    V = np.copy(b)\n",
    "    for i in range(len(V.flat)):\n",
    "        if (np.isnan(b.flat[i])):\n",
    "            V.flat[i] = 0.0\n",
    "    Vnew = np.copy(V)\n",
    "    Lx = b.shape[0]\n",
    "    Ly = b.shape[1]\n",
    "    for n in range(nrep):\n",
    "        for ix in range(Lx):\n",
    "            for iy in range(Ly):\n",
    "                if (np.isnan(b[ix,iy])):\n",
    "                    Vnew[ix,iy] = (V[ix+1,iy]+V[ix-1,iy]+V[ix,iy+1]+V[ix,iy-1]-Bf[ix,iy])/4\n",
    "        V, Vnew = Vnew, V # Swap pointers to arrays\n",
    "    return V"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Make boundaries\n",
    "Lx = 20\n",
    "Ly = 40\n",
    "b = np.zeros((Lx,Ly),float)\n",
    "b[:] = np.float('nan')\n",
    "\n",
    "b[0,:] = 0.0\n",
    "b[Lx-1,:] = 0.0\n",
    "b[:,0] = 0.0\n",
    "b[:,Ly-1] = 0.0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Generate driving time derivative of flux of magnetic field\n",
    "bfield = np.ones((Lx,Ly),float)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "nrep = 1000000\n",
    "T = solveeddy(b,nrep,bfield)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def findJ(T):\n",
    "    Lx = T.shape[0]\n",
    "    Ly = T.shape[1]\n",
    "    Jx = np.copy(T)\n",
    "    for i in range(len(T.flat)):\n",
    "            Jx.flat[i] = 0.0\n",
    "    Jy = np.copy(T)\n",
    "    for i in range(len(T.flat)):\n",
    "            Jy.flat[i] = 0.0\n",
    "    for ix in range(1,Lx-1):\n",
    "        for iy in range(1,Ly-1):\n",
    "            Jx[ix,iy] = (T[ix,iy+1]-T[ix,iy])\n",
    "            Jy[ix,iy] = -(T[ix+1,iy]-T[ix,iy])\n",
    "    return Jx,Jy    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "Jy,Jx = findJ(T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.9500000000000002, 40.95, -0.9500000000000001, 19.95)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1008x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,7))\n",
    "plt.quiver(Jx,Jy)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 39.0, 0.0, 19.0)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Generate a field with more details\n",
    "x = np.linspace(0,Lx-1,Lx)\n",
    "y = np.linspace(0,Ly-1,Ly)\n",
    "rx,ry = np.meshgrid(x,y)\n",
    "bb = np.sin(rx/3)*np.sin(ry/3)\n",
    "\n",
    "plt.contourf(bb.T)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "nrep = 1000000\n",
    "T2 = solveeddy(b,nrep,bb)\n",
    "J2y,J2x = findJ(T2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.9500000000000002, 40.95, -0.9500000000000001, 19.95)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzgAAAGbCAYAAAAImzXrAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOydd1QUyff275BFDCCCAREzhhUDpjUHzPsTs5hzdsWc47oqJnSNqyKI2RVxFUUUEwZUBAUFQQkqigpITgMz/bx/8J1+GQdwZnpcWbY+59QRe7qeru7pqe57q+4tEQBiMBgMBoPBYDAYjNKA1o9uAIPBYDAYDAaDwWBoCmbgMBgMBoPBYDAYjFIDM3AYDAaDwWAwGAxGqYEZOAwGg8FgMBgMBqPUwAwcBoPBYDAYDAaDUWrQ+dENKAxTU1NYWVn96GYwGAwGg8FgMBiMEkpgYGAigMpfby+RBo6VlRU9efLkRzeDwWAwGAwGg8FglFBEItHbwrazKWoMBoPBYDAYDAaj1MAMHAaDwWAwGAwGg1FqYAYOg8FgMBgMBoPBKDUwA4fBYDAYDAaDwWCUGpiBw2AwGAwGg8FgMEoNzMBhMBgMBoPBYDAYpQZm4DAYDAaDwWAwGIxSAzNwGAwGg8FgMBgMRqmBGTgMBoPBYDAYDAaj1MAMHAaDwWAwGAwGg1FqYAYOg8FgMBgMBoPBKDUwA4fBYDAYDAaDwWCUGpiBw2AwGAwGg8FgMEoNzMBhMBgMBoPBYDAYpQZm4BTDhw8f6PXr14J10tLS6OnTp4J1OI6j+/fvE8dxgrWePn1KqampgnUiIyPpw4cPgnU+ffpE4eHhgnUyMzPpyZMngnWIiB48eEB5eXmCdUJCQig5OVmwTkxMDL17906wTkJCAoWGhgrWycnJoUePHgnWISJ6+PAh5eTkCNYJDQ2lxMREwTpv376lmJgYwTpJSUn0/PlzwTp5eXn04MEDwTpERAEBAZSZmSlYJzw8nD5//ixY5/379xQZGSlYJzU1lZ49eyZYRyqV0v379wmAYK2goCBKS0sTrPP69WuKi4sTrPPx40eKiIgQrJORkUGBgYGCdYjy+1mJRCJYJzg4WCP9bHR0NMXGxgrWiY+Pp7CwMME62dnZ9PjxY8E6RET+/v4kFosF67x48YK+fPkiWOft27f05s0bwTpfvnzRSD+bm5tL/v7+gnWIiB4/fkxZWVmCdV6+fEnx8fGCdd6/f09RUVGCdVJSUjTSz/4jAChxpWXLligJ9OvXD1ZWVoJ11q5dCy0tLXz69EmQzpUrV0BEuHz5siCdz58/Q0tLC2vWrBGkAwC1atVC3759BesMHz4cZmZmkEqlgnS2b98OIkJUVJQgHT8/PxARzpw5I0gnLS0Nenp6WLBggSAdAGjatCk6duwoWGfy5MkoV64cxGKxIJ0///wTRISQkBBBOk+fPgUR4fDhw4J0xGIxjIyMMHXqVEE6APDzzz+jefPmgnUcHR2hr6+P9PR0QTonT54EEeH+/fuCdCIjI0FEcHZ2FqQjlUphamqKkSNHCtIBgF69eqFu3bqCdVatWgVtbW3Ex8cL0rl48SKICD4+PoJ04uLiIBKJ8NtvvwnSAQBLS0v88ssvgnUGDx6MqlWrguM4QTpOTk4QiUR48+aNIJ1bt26BiHDu3DlBOikpKdDV1cXixYsF6QBAo0aN0LVrV8E648ePR4UKFZCXlydIZ9++fSAivHjxQpBOQEAAiAhubm6CdLKzs2FoaIiZM2cK0gGANm3awNbWVrDOnDlzYGBggMzMTEE67u7uICI8evRIkE54eDiICLt37xakI5FIYGJigjFjxgjSAYDu3bvD2tpasM6yZcugo6ODL1++CNbSFET0BIXYEj/cmCmslBQDJygoCDdv3hSsExsbK/hFGQBycnLg4uKC7OxswVpnz57Fu3fvBOvcvHkTQUFBgnWeP38u+IUCAD59+oTjx48L1snLy8ORI0cEv5gCwPnz5xEdHS1Y5+7du4I7XiC/8/Xy8hKs8+XLFxw9elTwyxLHcXBzc0NSUpLgNl26dAkRERGCdR4+fIh79+4J1omKioKnp6dgnbS0NBw5cgQSiUSw1vHjxwU7WwDg6tWrgl+6ACAwMBC3bt0SrPPu3TucPXtWsE5WVhZcXFyQk5MjWOv06dN4//69YJ0bN27g6dOngnWCg4Nx7do1wTpxcXE4efKkYJ3c3FwcOXIEGRkZgrU8PDwQExMjWMfPzw+PHz8WrPPy5UvBzkgASEhIgLu7u+B+ViqVws3NDcnJyYLbdPHiRbx69Uqwjr+/v2CnDZDvuLlw4YJgnZSUFLi6umqknz127JhgZwsAeHt7IzQ0VLBOQEAA7ty5I1jnzZs3gh0SmqYoA0cEDQzDaxpbW1toapoRg8FgMBgMBoPBKH2IRKJAALZfb2cxOAwGg8FgMBgMBqPUwAwcBoPBYDAYDAaDUWpgBg6DwWAwGAwGg8EoNTADh8FgMBgMBoPBYJQamIHDYDAYDAaDwWAwSg3MwGEwGAwGg8FgMBilBmbgMBgMBoPBYDAYjFIDM3AYDAaDwWAwGAxGqYEZOCWAiIgIevDgwY9uBoPBYDAYDAaD8a9H50c34L/Mo0ePyMnJiR49ekShoaE/ujkMBqMEEx0dTTdv3iRDQ0MqU6aMXCm4zdzcnLS1tVXWz8vLo4MHD1KVKlWoZcuWVLNmTRKJRN/hTL4fUqlUrXNnMBgMRumCGTj/MADo6tWr5OTkRHfu3CEiopMnT1LFihUF6X758oUOHz5MaWlpRZYOHTqQs7MzlS9fXhOnwmAwvuLly5cUHh5OCQkJlJiYKPev7O8JEybQ2rVrVdauVasW6ejo0NSpUykzM7PQfebMmUO7du1Sq+26urrUq1cv6tKlC3348IEqVapEtra2fGnZsiVZWFgIMnqePXtGCQkJZGdnp7ZGUUilUnJxcaGpU6dqXJuI6OPHjwSAqlWr9l30GQzGfwMAdPfuXapSpQrVqlWLdHV1Nap/9epVys7OJnt7+3+dk0qTiAD86DYoYGtriydPnvzoZmgUiURCZ8+epS1btlBwcDC/vUePHnTt2jWN3IS7d++mX3/9VWG7jo4Obdq0iebPn09aWurNSkxISCAHBwcyNTWlunXrUp06dfh/q1at+p/+ETFKB5mZmRQaGkohISF8WbduHXXu3FlpjdTUVNqyZQvt2LGDcnJyFD6vWrUqeXt7U5MmTdQeaYiMjKRRo0bR48eP5bYbGxvTwYMHqV+/flSmTBm1tGX6Xbt2pffv3yt81r59e7p48SKZmJiopS2VSql58+Zkbm5OmzdvppYtW6rdzq958OABzZ8/nx4+fKgxTaL8KcTbtm2j58+f071790hHRzN+wdzcXEpLS6P09HRKS0sjkUhETZs21Yg2g8FQRCqVUlpaGhkbGyu1f3Z2Nt2+fZtycnJILBYrlNzcXBKLxTRhwgSysrJSqS0hISHUu3dvSkhIoDp16lD9+vWpQYMGcqVy5cpqvVuJxWJq0KABVa1alZycnKhTp04qa/ybEIlEgQBsFT4AUOJKy5YtUZrIy8vDr7/+Ci0tLRARX/T19fHq1SvB+qmpqThy5Ai6du0qp09EqFmzJh4+fCj4GLm5uVi3bp2CPhHB0NAQTZo0wcqVK5GVlaWSbmRkJN6+fSu4fQwGkP9biIiI+OZ+HMfh+vXrWLduHQYPHox69epBJBLJ3dcdO3bEly9fwHGcyu2IjY3F+PHjFTRlpVy5cujatSuWLl0KT09PxMXFqaSfm5uLlStXKvQpRAQjIyOMHDkSFy9eRE5OjsptB/J/lzVq1JDTrVChAl6+fKmWXkG8vLx4zREjRiAyMlKwJgAsXboUIpEInz590ojew4cPMXDgQIhEIohEIkH96KlTp2BjY4PatWvD1NQUenp6ctfW1tYWUVFRKuu+fPkS7dq1g4ODA1auXAk3Nzfcu3cPnz59Uuu+BYCEhAS16zIYmiYjIwPR0dEq1fny5QsePHgANzc3LFu2DIMGDULjxo1RpkwZ3LlzRyWtO3fuoGHDhoX240QER0dHtX8vMTExqF+/fqG6FhYWePbsmVq6AHDs2DFeq1+/fggJCVFbq6RDRE9QiC3xw42ZwkppM3AAQCqVYty4cXI38Jo1a9TWy83NxaVLlzB8+HAYGBjIvTjJ/h40aBCSkpJU0k1KSsKDBw/g6uqKJUuWYMCAAbC2toaOjk6RP/DWrVvjwoULkEqlKp/H+/fvYWBggAYNGmDOnDm4dOkS0tPTVdZh/DeRSqUIDAzExo0b0alTJ+jo6ODevXtK1U1OTsaOHTtQu3btIu9tmQHfoEED9OjRAxMmTMCaNWtw+PBh+Pj4ICwsrNj79dmzZ+jVqxev1b9/f3Tq1AmGhoYKx6lRowaGDBmCrVu3ws/PD5mZmd88Bz8/P1haWoKIsHv3bgwdOhRlypSRM0rGjx8Pb29v5ObmKn1dASAqKorXLuiUWbhwIRITE1XSKgjHcejUqROvqaOjg1mzZgk2TBo3bgwigouLi6C2XblyBZ07d5Y77+nTpwtqG8dxsLe3L/T+mjdvHsRisVq6mZmZmDhxYqG6RkZGsLGxgbOzM/Ly8pTW9PLyQpUqVTB27FgcP34cnz9/VqttQL6x9G9GnWdaSURTRr86x1XVgZmbm4t79+5h3bp16NixI/T09JR2Lly8eBF16tQpsi9v1qwZLl++jIiICJV+c2KxGBs2bIC+vr6CZt26dTFz5kx4enoiJSVFpXMF8n8jrVu3VtDdunWryn12QaRSKWxsbHg9kUiEcePG4c2bN2prllSKMnDYFLVi4DiOAAgOWhWLxTR+/Hg6ffo0mZiYUEZGBllaWtLz58/JwMBAJa3AwEByc3Oj06dPU2JiIhERlStXjoYMGUJjxoyh5ORkcnBwIGdnZ5oxY0aRw5uJiYn06NEjioiIoPDwcAoPD6eIiAiKj48vdH9zc3OytrYmf39/ys3NJSKibt260ZIlS6hatWqUl5fHD9l+Xb613cPDgyIjI/lj6erqUvv27alnz57Us2dPat68uVJT66Kioujdu3dka2tLZcuWVXs6ngypVEpaWlolcvpdVlYWGRoaqlQnKiqKateurbHzAaARLQD8dK5z586RnZ0dValSpcj9ExIS6Nq1a+Tj40M+Pj5y96yJiQk5OjqSrq4u6erqko6ODv/310X2mZaWFgUGBpKnpycFBATwWs2aNSOpVEqxsbGUkpJS7DkYGxtTjRo15IqlpSXVqFGDmjVrRo8fP6ZFixbRoEGDaPXq1SSRSCgsLIwePXrEl9DQUCrYH2tra9NPP/1Ebdq0oTZt2lCXLl2oVq1aCsdOSUmhGTNm0IwZM6hTp06UkZFBXl5edObMGfL29iaxWExERJUqVaJBgwaRg4MDde3aVanvJiYmhrp27UrlypWjAQMGkLOzM2VlZVGFChVo8eLF5OjoqPJ9SET08OFDateuHf//qVOnkqOjIzVs2FBlLVk7a9euTURE9vb25OnpqZYOALp//z7NmjWLQkJCiIjIzMyMwsPDlZ7W8nW7jh49SsePH6eoqCi5zypVqkRubm7Uv3//b+pkZWWRv78/319HRERQREQEvX37tsg6vXv3puXLl1PHjh3ltr969YqysrKK7JPFYjHNnz+fEhIS+DrNmzfn++P27duTvr4+JSYmkq6uLpUvX77IfuDAgQN05MgRmjJlCo0YMYLKlSunsE92djb/WyyMsLAwql27tlLPSolEojCFMD09vdDjfgsANHPmTNq3b5+gfk5IP5mbm0t6enpqH5uIyMfHhw4ePEgeHh4qt8Xf358ePXpEjo6OctuLe/5IJBLy8fEhFxcX8vHxoZiYGDIzM1PYLysri5KSkqh69er04sULunHjBvn6+tKdO3coIyOD369atWo0b948PomKgYFBoX/XrVuXDA0NKTU1lf7880/auXMnffz4schz09bWppo1a1LdunWpbt26VK9ePapbty41b96cqlevXmidyMhImjlzJl2/fp2IiAwMDOSmImtra1ObNm3Izs6O+vTpQ23atCn64hYgMzOThg4dSt7e3nLba9asSYsWLaJJkyap/K5IROTt7U19+/bl/z979myaM2cO1a9fX2UtGQBIIpFoPG5ICGyKmhoMGzYMjRs3Fqzz+fNn1KpVC1ZWVggPD0e3bt1w7do1tbSmTJnCez1/+eUXnDlzRm5a2JUrVxAUFPRNnbNnzyp4DHR1ddGwYUMMHDgQy5Ytg5ubGx4+fIjk5GQA+R5dIsL//d//wd/fnz+3r3U0VbS0tFC9enX0798fy5cvx86dO3Hq1CncuHEDz58/R3x8PCQSCX9O2dnZMDExQfny5WFgYICOHTti6dKlOHfuHN6+favUMHLBfU6ePIlatWphzZo1ak0fkREbG4vOnTsLHiJOSkrCwYMH8fTpU8yZM0fl+tOmTcPp06exYcMGlT16Be8xjuNw4cIF2NjY4Pbt24XuHxcXV+QIhFgshr+/P7Zu3YoBAwagQoUKaNmyJSpWrIhGjRrx34FUKkVCQgJevHiBmzdv4tSpU1i6dCmsra2hra393e47WXF0dOTbnJ6ejrCwMPj4+ODQoUNYvXo1JkyYgB49eqBBgwZyoyZfF19fXwCARCJBYGBgkdc4LS0NN2/exKZNm2Bvb4+qVasqPeLLcRwyMjIUtqekpMDd3R19+/blR2G7dOlSpE5hxMTEYOzYsQDyv9cZM2ZAR0cH5cuXFzSSM2jQIGhra0NXVxfnz59XWwfIn0aybt069OnTB9u2bRPkeec4DnZ2dvz0v+PHj6uttX//fv77a9euHWrVqgWi/OmPsbGxSutERkYq3FcikQhWVlbo1q2b3LYhQ4YUe59Vr15d0O+ie/fuCAkJgYODA4gIenp6sLCwQIsWLdC7d2+MHTsWixYtwtatW7F79265EaUpU6YgICBArp/dv38/DAwM0LZtW8yePRtHjx5FaGgo37d7eHjA0tISbm5ucv3914SHh6NSpUqYNWsWHj58yB+ja9eu/PNKGXJyctCjRw+4urqCiLB582al6xZELBbDy8sLTk5OKk/dluHk5IRjx44hNDRUrfoXL16Enp4eGjVqhD59+mDHjh1K1Xv37h1GjhwJIsKePXvw7Nkz7N27Fw4ODrC0tESPHj0U6kRHR2PlypVy91eNGjXg6OiIUaNGoVevXmjRogUsLS35/lJbWxtPnjzBxIkTYWxsLOi+vH//vlx7cnJy4OLiAmtra36f4cOHY/LkyejSpQssLCwK1fnW981xHE6ePAlzc3P06tULcXFxcHd3x+jRo1GlShVep0+fPsp/UcgfuZLN8tm/fz/69u0LIoKxsTHS0tJU0irY1i5dukBXVxc6Ojq4cOGCWjoF2bBhA8qVK8e/F5YEiI3gqM65c+coLi6u0MB9VXn9+jUZGRlR1apVKSQkRO1g0qCgIPL396fhw4eTqamp2u2JjIykzZs3k7W1NTVo0ICsra35LE1FERgYSLq6unJtz8jIoBEjRpCenl6hRV9fv8jPZGXnzp18wLSWlhbp6Ojwo0TfQktLi0xNTcnMzIzMzc0pNDSUPn36VOi+ZmZm1KpVK7K1taVWrVpRq1atFDxLU6dOJXt7e+rTpw8tWrSItm/fzn/WoUMHGjduHA0dOpQqVKggV684j9ayZcto8+bNpKenR5s2bSJHR0fS0tKiO3fuKBXAnpiYSABo1KhRdP36dSpXrhz9/PPPdPXq1W/WlQGAateuTZ8+faKcnBzq1KkTn8XvW/VWrVpFnTp1Ijs7O7p69SqtXr2aZL/PWbNm0Z49e/j9c3JyyNnZmQ4cOEAxMTGkpaVFqamp5O/vT/fu3aN79+7Ro0ePCg3AJ8oPwq9cuTLFx8dTQkICSaVSpc+RiKhMmTL0xx9/UF5eHkkkEsrLy5Mrym7Lzs6mcePG0ahRo5Q6LgBKSkqi2NhYufLu3TvatGkTWVpaqnQeMs0PHz7wIzyDBw9W2iNYGElJSXThwgWqUqWKnFdPGXJycuQ8iJGRkRQaGkoDBgxQuz0RERG0aNEi2r17N9WsWVNtne9Bamoq+fn50c6dO8nX11dtD/yXL19o7969NGrUKKpTpw61bt2aevfuTatXr1YpWYFUKqUJEyZQvXr1+D67Xr16VKZMGbp+/Tr17duXRo8eTUuWLCFra+titSZOnEjJyclyfbCurq7c/48dO8YnmRCJRNSxY0caPHgwDRo0iCwsLIiIaNGiRXT16lWKj4+nxMRE4jhO6fNp3rw5TZkyhUaOHEmHDx+mDRs2KIySli1bllq0aEF169YlV1dXIiJq0qQJbdq0ifr166fwnRw7dowmTpxIEomEiIjq169PY8aMoTNnzlB4eLjSiXY8PDxoyJAh/P9FIhF5eXmp9JsJCQkhFxcX+uOPP4goP7vit76XwrCzsyNfX1+qV68eHTx4kDp37qz0vejh4UEjRozgrwcRUdu2benBgwdFamRlZdGWLVtoy5YtlJ2dTUT5Myry8vL4fUQiEbVv3578/PxILBbThQsX6PDhw3Tjxg2l2iUSicjExIRMTU3J1NSUrl27RoaGhpSbm0u+vr509uxZunDhAqWmphIRkbW1Nc2cOZNycnIoOzubsrOzC/17x44dVLduXYXjcRxHly5dIicnJ7KxsaH9+/fLnW90dDRFRkZSZGQkvX79mkaNGqVUUH5KSgpt376d1q9fz19PAPTixQu6fv061a5dm+zt7ZW6JjIA0LJly2jo0KHUsmVLevbsGUVGRsrdj6ry+PFj2rp1K23ZsqXQGQCq4u/vT3///Tdt2rSpxMxuYSM4jBLJhw8fYGFhgalTp8LHx4efcyoWi/H+/XsEBQXh6tWrcHd3x9atW7Fo0SKMGzcOffr0QYsWLWBhYaEQsFtY0dPTKzQgu0aNGhg0aBA2bdoEX19fzJkzB0SEzp074+HDh3j9+jVWr14NKysrvo6BgQFGjBgBb29v3qM4Y8YMnD17ttBzlEql2LFjBz9/t1u3bnj37h2aNWuGU6dOffMavXr1ChUrVpRrd9OmTVW6zhEREXL169Wrh1GjRuH9+/dF1uE4Do6OjiAiLFu2DO3atePrt2zZEpcvX+a9pBzH4dy5c7yHum7dupg9ezaaNWumcN319PSKjekiyh+hrFatGpo3b45evXph7NixWLhwIbZu3YqjR4/i6tWrCAoKwocPH5Ceno6rV69iypQpqFy5Mh49eqTStWH8OFRNrvBPIpFINJYAQUZxIyvqcufOHY0maomKioK+vj66d++O/fv34+PHj9+sI5FIEB8fz4+2nj59Grt27cL48eML/X2XL18e3bp1w/r165GWlgaO4/D69WucOnUKCxYsQOfOnWFkZFRk/9ChQwcFjz0AxMfHY/fu3YXGNBDlB1t/Ky6I4zhMnTpVob3h4eFKX8OMjAy0bNmSr3/lyhWl68rIzc3lY/X09fVV8r6fPHlSYZS7atWqRfb3HMfh+PHjhY5q6OnpoWvXrli5ciWuXr0qF2fy9u1buLq6Yvr06WjevLnCMfX19XHy5EncuXMHoaGhiI+PVyoeLCcnBxcvXsTo0aNhYmKisftbE0lS/gmExN4Uxrt37zSqV9IglmSAURJJTU1VKQC2MDiOQ0pKCh4/fqwwVcjS0hKDBw/G5s2b4e3tDV9fX+zZswfjxo1D48aNi8xyJSuDBw9GeHg4pFIpbt++jQkTJsg9eKtWrYpFixZh6NChICLMnj27yMxVISEh+Omnn0BEqFixIvT09GBoaKjU1DVvb2+5tpqZmal0jf744w+58zI0NMSlS5eK3F8qlSo85GWGlaenp9wUk6dPnyoEZX/9HYwcORL79u1DQEAAHjx4gN27d2PcuHFo1KiR3HlVqlQJsbGxamelkUgkgoKiGYz/OlFRURpLDjBo0CDo6+ujbdu2mDNnDtzd3fn+9FtIpVK8fPmy2L5lwIABRU7fCg8PR5cuXRTqWFhY4O7du4XW4TgOW7dulUvcIysNGjRQKYg8Li6OT9Kxd+9epevJePDgAYjyEwfdunVL6Xqurq6FPtdMTEwwatQohanDISEhcs6rr0uZMmXw5MkTpY6dmZmJu3fvYtu2bRg6dCgsLS3x+++/q3LaCmRnZyM+Pl6QBqN0wwycEgzLGqYZZHPw16xZAy8vL6XiTNLT03Hnzh1s374dI0aMKPTBpq2tjWnTpvHe5oyMDBw/fhx2dnaFPkiKS/mak5ODefPmye1fp04dpeazbt68ma8jEolUMgz79evH1zU3N0dAQECR++bl5WH06NEK5zV//ny5F5PPnz9j6tSpRRqJS5YsUcrzlpaWhtu3b2Pr1q0YNmwYDhw4oPR5MRiMkklOTg4CAwPVzhAH5Gd0MzMzQ5MmTdC9e3eMHDkS8+bNg5OTE9zc3ODt7Y3g4OBCHSLu7u5Fxuppa2tj48aNRRpaGRkZ8PDwwOjRo+VGz/v161dsHNDXPH/+HOXLl8fChQtVPveNGzeicuXKKo36/fnnn3xslr29PdatW4e///4b7969K9ZplJeXh8TERERGRuLJkyfw9fXFuXPncPjwYWzbtg0HDhxQ2+lUkmI1GKWTogwcFoPzg0lJSaGFCxfS4cOHf3RT/vN4enrSoEGD5LaVKVOGzM3NydzcnGrXrk1r1qyhBg0a8J+/f/+e1q5dSy4uLnL1KlSoQK6urjRw4EC57T4+PjRv3jx6+fKl3Pa+ffvSpUuXip0fDoAcHBzozJkzRET04cMHpVZVF4vFZGJiQllZWWRtbU3e3t5FLkqWm5tLI0eOJA8PD4XPDAwM6NSpU2Rvb0/Z2dm0f/9+evv2LaWkpFBKSgqlpqbK/V2hQgV6+PBhsRnRGAwGoygA9TOQicViSktLo9TUVIUi2962bVuys7MrVicvL49u375Nnp6edOHCBRo/fjxt3LhR6XZcu3aNXF1d6dSpUyq1f9q0abRgwQKlM15lZmZSQEAA2djYqJXxj8H4t1JUDA4zcH4gKSkpZGdnR02bNlV4QWb8swCg06dPU5kyZfiEBebm5mRkZFRsvaCgIOrVqxefskpi9fkAACAASURBVPtrHB0dycnJiU/1mZGRQd7e3vTXX3/R5cuXKSsri993zZo1tHbt2mKPl5mZSe3bt6fg4GB68uSJUivB37p1i7p160adO3cmT0/PIh9+2dnZNGTIELpy5QqZmpqSjY2NXLG2tiZ9ff1vHk8Gx3EklUpLVDpJRvEAoOTkZDIxMfnRTVELPz+/Ur9qN+PHwXEcBQQEUOPGjb/5bCjIo0ePVE4QkpyczAwVhspkZ2dTmTJlfnQz/lHUNnBEItERIupPRPEAmvxv2xkikrmxKxJRCoBmhdR9Q0TpRCQlIklhDSiM/4KBk5KSQj179qSAgADav38/TZ8+/Uc3iaEGOTk5lJSUxI9cFCzJycmUkpJCDRo0oEmTJil4IrOysnhjx8vLizIzM+nSpUvfXBfjzZs3ZGtrq/QaGkuXLqXY2Fg6cuRIsQbKw4cPKSUlhWxsbKhKlSolJkMKQ57Dhw9Tbm4uDRkypND1JYQyc+ZMatmyJU2YMEHwWlL/JJGRkTRv3jy6dOnSdzsGAEpMTKTKlSt/t2MwGIzSiybWNioOT09PEolEKmdw+zejdhY1IupERC2I6EURn28notVFfPaGiEy/dYyvS2mPwUlOTkarVq34eb3FxUMIJTExEXv27MHGjRvVnkPL+P5kZWXh/PnzmDlzplJZi27cuAFXV1eltM+cOVNqVuRm5Afy/vTTT9DS0kKPHj1w+PBhJCUlaUz/yZMnfKaqFy9eaExXRlhYmMY1AcDZ2RkGBgZFrr8klNzcXIwfP17tNUkYDAbD19cXEydO/G4Z3SIjIzW25s2/BRKSZICIrAozcIhIRESxRFSviHrMwPmKlJQUuRSWurq6RWbdUpfc3FxcuHABAwcOhK6uLmrUqIEvX75o9BiMH09qauqPbgKjCAICArB7925cvnwZL1++RHZ2tkb1IyIiUK5cObl+pH///jh+/Ljai8IVpHv37iDKT9e9dOlSjRoNffv2/S4Pd9mCl8VlB1SXzMxM9OvXD+bm5sxRxGAwBDFkyBCIRCLY29urtAitMnAch4oVK0JXVxcXL17UqHZJ5XsZOJ2KEv7f5zFEFEREgUQ09RvHmEpET4joiaWl5T9wSf55vjZuiPLXE9EEHMchMDAQv/76K0xNTXl9LS2tIlNiMhiM7wPHcVi7dq1c1jsLCwt06tQJ48ePx2+//YbLly8LOoaHh0ehGaJGjBiBjIwMQdo+Pj5ymrVq1VJrLY/CGDNmDCwtLfHhwweN6AH5fatsbaWpU6dqTBfIHwVv27YtiAgODg4a1S5IcnIyTpw4gdu3b3+3YzAYjG8TERGBefPm4dChQ3j06JHg/vRr3r9/L7fcROfOnXHlyhWNOU9kDipdXd3v4vApaXwvA2c/ES0opl61//1rRkTBRNRJmeOV1hEcFxcXjB07Vm5hyunTpwvWlUqlmD9/fqEvO7/99psGWs5gMNTBzc2t0EVNGzRogIiICMH6CxYskNP96aefNLJ4JsdxsLGxUWj3yJEjkZWVJUh7w4YNfFs1lUL29OnTfBurVaumsReFt2/fwtramtc+dOiQRnRlxMTEYOfOnejWrRt0dHRgZ2cneF0wBoMhHE9PT/5dTSQSoV69ehg8eDDWrVsHT09PREdHC+pndu7cqdC/Nm3aFMePHxfcByxZsoTX1NPTE+xMK+lo3MAhIh0i+kxEFkpqrCWihcrsW1oNHAC4fPkyiAg1atSAtrY2Dh8+rBFdqVSKESNGyP1YunTpolLO/sLIzMzEvXv3cPPmTfj4+ODSpUvw8PDA6dOn4e7uDhcXFxw4cIAtrsgoNUgkEiQnJ+Pt27d4/vw57t+/jxs3bqj9MLtx4wYqVKgg99u0tLSEs7Oz4Olkubm56NixI+h/C/IREUxNTTXitTtx4oRcm8ePH6+RNbvOnj0r57nUxPS9UaNGybVV2YUJi+P58+eoVq2anG5R61spi1QqRUBAAFauXMkv+isr9evX12gsFYPBEIaPj4/C4uFEBCMjI5w4cUKQdl5eHpo3by6na2dnBz8/P8EOmoJ9rMzI8fb2FqRZkvkeBk5vIrpTTJ2yRFSuwN8PiKi3MscrrQaORCLhH2p///031qxZg2fPngnWTUxMRN++fUH/W8BM9pKjiSkgHMdh5syZhY4OybylPj4+go/DYPwoQkND0b17d1SrVk1u2kDB4ubmJugYL1684Fc1L7hwYIUKFbB48WK8f/9ebe24uDiYm5vD29tb7rc6a9YsQaMteXl5qFmzJkxNTaGjowMdHR1cvXpVbT0ZwcHBctd2yJAhghwxeXl5MDExkdNcs2aNoDb6+fnJfU9EBCsrK0GaAPDy5Uu0b99e4f6qUKECwsPD1daVSCR4/PgxAgMDERwcjBcvXuDly5d4/fo1oqOj8fbtW7x//57F7TFKHaGhodi7dy+2b9+O33//HatWrcKiRYswZ84cTJkyBWPGjMHq1avVNhr8/Pzk4h2JCG3bttWIE+XRo0dyC2VXqVIFT58+FawbHR2tMDLk4OCA+Ph4wdolEbUNHCI6RUQfiSiPiN4T0aT/bXcjoulf7VuNiK787+/alD8tLZiIQoloxbeOhVJu4Li7u4OI0L59e3Ach7y8PMFDkffv34eFhQWICNbW1ggMDISuri68vLwEt5fjODx//hxr1qyBrq6uwkPZwcGBeRwZpYL09HQsX75cbvqorJQvXx7Lly/H1atXBY24xMXFoUWLFpgxYwZCQkIwfvx4/nelo6ODsWPHIjg4WC3t27dv8w+vv//+G5UqVQIRoXHjxggJCVG7zX/88Qd+//13HD16lPdcqrKyemFkZWUpXONZs2YJegGpVKkSatasCSJCixYtYGtrK6iNMTEx8PX1RdmyZfk2Tpw4UZAmkN+nnjx5Uu4+09LS0oiTaP369UU6omT9NRtpZ5Q2OI6Dq6urXOxxwWJsbIyYmBhBx3j8+DGMjY3536tMe8CAAYINkhkzZqBatWqYOnUqiAjlypXD9evXBWlyHAdjY2NUrVoVRISePXsK0ivpCBrB+adLaTRwcnJy+AewJoL+OY7Dtm3b+Pn9o0eP5qePKJs+uCjdJ0+eYNmyZahfv36RHcbp06cFtf/+/ft48uSJ4Cl0DEZhpKWlwdfXV+X02JGRkRgwYECRL4laWlpo2bIlHB0dcf78eZU9Yunp6Th16hT//w8fPmDZsmVyowV2dnbw8fERNE3hw4cP6NGjB4gI+vr6+OOPP9TSy8jIwKdPnwD8/9iZKlWqCH5hkI1mEREaNmyIKVOmICgoSC2t8PBwpKWlYfjw4SAi+Pv74+nTp4KdR7IkEd26dYOJiQmOHz8uSO/Tp08YNGiQ3DQXIsLOnTsF6XIch7CwMGzfvr3QEcgaNWqo7fCKiIhgfTTjHyU7Oxt+fn7w9PRUqV5iYiImT55caL9dvXp1jBs3DseOHVM7RjE4OBhmZmZYvXo1Dhw4wDuWiQiDBw/G8+fP1dJNTk7GkiVLwHEc76TQ0dHBsWPH1NKTMXLkSMTGxqJevXogIty4cUOQXkmGGTg/GGdnZxARfvnlF8FaSUlJ+L//+z/+5eXQoUOCXoakUinu37+P+fPnw8rKSq5jaNGiBX7//Xds27aN9wQImU4jIyQkBFpaWihfvjz69u0LJycnPHz4ELm5uYK1Gf89srKy4OvrixUrVqBdu3bQ1taGo6Oj2nrXrl1Dw4YNQURYtWoV9u3bBwcHB1SvXl3h4dmwYUNMmzYNx48fx7t379Q6Xnp6Onbt2iX3+/vpp5/g5uYGsVislqZUKsW2bdv4UaK+ffsK8uBzHMd7GRs0aCAo9bydnR3atWsHkUiEKlWqaCQOp6CBI5TIyEjo6+vDwMAA0dHRcHV1VXvKL8dxOHXqFD+qVqtWLdy6dQsjR47E5MmT1TY8L168iBkzZvCOs6+LSCTC7NmzBY06bt68GeXLl0f//v2xfft2BAUFsTW1GBolPj4enp6eWLhwIdq2bcv3V9euXVNL7969e3LxbXXr1pUbdZGNbM+dOxeXLl1S6fcRERHBGx45OTnYs2cPH6cnEokwfPhwtdb5KuiMcXFx4UMNNm/erPa7nSzz25kzZ0BEaNWqValNcV+UgSPK/6xkYWtriydPnvzoZmiMtLQ0qlOnDn358oVCQkKoSZMm/GdxcXFUrVo1pbUeP35Mw4YNo7dv31K9evXor7/+IhsbG5XbJJFI6O7du+Th4UGenp4UFxfHf9auXTsaPHgwDRo0iGrVqkVERPv27SMiohkzZiiscA+AxGIxpaenU0ZGBqWnpyuUwrZ7eXlRcnKynFbZsmWpffv21LlzZ7K3t6dGjRqpfG6M0k9ubi49fvyYbt68STdv3iR/f3/Kzc2V28fBwYEsLCyobNmyZGhoSIaGhvzfhW0r+Le2tjbl5eXRvn376PPnz7Rx40Yiyr/X37x5Q35+fuTn50d3796l169fyx23Zs2a1KlTJ+rYsSN16tSJ6tevr/CbKQqJREKenp60detWCggIICKiatWq0a+//krTpk2jihUrqnytnj59Sg4ODhQREUHm5ubk5uZGvXv3VllH1r6BAweSl5cXtW/fnnx9fcnAwEBlnZ07d9K4ceNo8uTJdP78eTpw4ABNmzZNrTbJGDFiBJ05c4b8/f2pbdu2ausAoP79+9OVK1do/fr1tGrVqvyHpZLfYUE+f/5MM2fOpPPnzxMR0axZs2jz5s1kZGREly9fJjs7O6VWNQdAERER5O3tTVeuXCE/Pz+5+93W1pb69OlDBgYGtGLFCmrYsCEdPnyYfv7550L1pFIpZWZmUmZmJmVkZPB/f73ty5cv/PnLMDY2ps6dO1OXLl2oa9eu1KRJE9LS0lL52jBKJwAoMTGRKleuXOQ+MTExtGnTJrpz5w69evVK4XNdXV3q2bMnGRsbU8WKFalixYr834VtK1++vNw9mJeXR7t27aI1a9bQn3/+Sf369aPbt2+Tr68v+fr6yh1TR0eH2rZtSz169KAePXpQ69atSVdXV+nzzc7OpoMHD9KmTZvo8+fPJBKJaOTIkbR69WqqX7++0joF8fb2piFDhlBWVhbNnj2bdu7cSdra2mppcRxHrVq1oqCgIDp37hwNHjxYLZ2SjEgkCgRgq/BBYVbPjy4lZQRn1apVGln34PLly9DV1cX48ePltp89exbu7u5K60ilUj7rxvDhwwUFjO7atUtu2k2XLl2we/fuIkdnipruERcXV2gaXHWLlpYWrK2tsWDBAgQFBSk1oiMWi+WmUfz5559YvHgx3rx5o97F+R+RkZHYvn27YK+HWCzWWEyUJlIAR0ZGasQLe+LECSQkJAjSSExMxIoVK3D27Fm57XFxccW2MTs7G3/99Rd69+5daNyM0KKvr88vbvmtezAuLg5nzpzB7Nmz0bRpU7mgUSLCmTNnVL4uHMfBz88PAwYM4PVGjRqlso6MjIwMfvTF3Nxc0LoOGRkZaN26NUQikdpr48h+UwEBASAiDBs2TO32yBg6dChEIpHgEZx3797BxMQEdevWFTyyJEv6YGVlhZs3b6qt4+/vL3dPmZiYwMHBAe7u7nKjcs7Ozli7dm2xi0cXNeKjajE1NUWNGjUwYsQIbN26FV5eXoiKiiryd3vp0iUcOHBAoW2+vr4YMWIEfHx8BE2HS0tLw7x58wTHhcpG3DQxm+Djx49qj8DKiImJ0chi4FeuXBEcL5KQkICNGzdi7dq1Cp/l5eXhxIkT+OmnnxRiSHJzc/Hq1St4eXlhx44dmD59Otq3bw9zc3M0adJE8L0oEong5+en0Ka3b98W+ux9+/Ytjhw5AgcHB1SuXFlOa+HChWpdm8zMTGzfvp3Xq1evnqDn7OPHj1G5cmVoaWnh0aNHStfLyMhQeGe5du0aiDQTR3js2DF07NhR8HIBmoTYCI7qrF+/nqKjo8nNzU2wVkxMDOnr6/OjNfHx8dS4cWPauXMnjRo1Smmdly9f0u3bt2n69OlqeRRlvHnzhqZNm0aDBw8me3t7MjMzU0snPT2dGjRoQOXKlaNy5cqRkZER/3dx28qVK0ezZs2i0NBQ0tLSoh49etC9e/coKytLTl9PT48aNWpENjY21LRpU7KxsSEbGxsyNTXl98nJyaEOHTrQwoULaejQodSoUSN69eoVaWlpkb29Pc2dO5c6duyo0vUCQB06dKAHDx6Qvb09ubm5UYUKFVS+PgCoR48e/EhD165dVdaQ0bx5cwoJCaH09HQyNDRUSyMvL4/MzMyofPnyFBUVRTo6OmrpuLq60sSJE6lly5b0+PFjlT248fHxtH37dtq7dy9lZmZS06ZN6dmzZ5SQkECbN28mf39/8vf35/f/8uULBQcHy5WwsDCFUZuC7N+/n0xMTCgzM5OysrL4f4v6u+C2rKws+vDhg1qe6eTkZLp//z4/wvPXX3+RhYWFyjoyXr16Rc7OzjRx4kRq1aqV2jpERJ6enmRoaEi9evUSpBMfH08BAQHUr18/QTpERIGBgdSiRQtB/RkRkZeXF82bN49evXolWOvLly/0/v37QkfHpVKp0t7U5ORkcnJyopUrV5KRkZHa7ZFIJNSzZ0/q0KED9enTh1q3bl1oG8RiMenr6xer1bZtW4qPj6eyZcvyxcjISO7/slKmTBlasWIFZWdnExFR7dq1ycHBgRwcHGju3Ll048YNBf0yZcpQgwYNqGHDhtSwYUNq1KgRNWzYkAwMDKhOnTpUvXp1WrRoEU2ZMoUMDQ1p3Lhx5O7uTkRENWrUoHHjxtH48eOpTp06Kl2jRYsW0bZt26h69erk4uKi9j2+du1aWrduHc2fP5+2b9+ulgZR/mjdvn376NatW9SlSxe1ddq3b0/Pnz+nkJAQsrKyUkvD09OThg8fTsbGxvTq1atin2X432ihtbU1vy0kJIR27dpFJ06cILFYTEZGRvT582cyNDSk7OxscnNzo61bt1JMTAzp6OiQs7MzxcTE0KtXr+jVq1cUHR1NEolE4VhaWlr0+fNnevfuHR09epROnjxJiYmJVKVKFfL29qa0tDRKSUmh5ORkuX8L23blyhW52THKwnEcvXjxgh/dmTdvHtnZ2amsIyMzM5P27t1LVlZWNGzYMLV1iIiioqLo8ePH5ODgoHSdp0+fUmBgIE2ePFluu2xkW2jfeOrUKTp8+DBdvnxZrdH77wEbwSlBcByHwYMHg4hw8uTJH92cH0JISAjatGmDXbt28UHMOTk5ePr0Kdzc3DBv3jx07969yMwoVatWRe/evbF48WKcOHECrVu35ufWHjx4ECtXrpTzzNjY2MDFxUUlr0NISAjq1q3Lz+NVN8PVqVOnQESoWbOmoFE3WdzVgwcP1Na4desWiAh9+vRRW8PDwwNaWlrQ0dFReQGxuLg4zJ8/n19bQF9fH7Nnz0ZwcDCWLFkCQ0NDEOUHdi9btgx9+/YtNO6F/udB7tGjBxYsWAB3d3cEBwfj06dPcHFxgZ2dHZYvX672Of5bEOodLo4nT578q+ItZCNUL1++/G7H8PT0VGuO/b+VixcvokqVKpg7dy4ePnwo5xmWSqWIiYnB5cuXsW3bNkyaNAk///yzQnptWfl6pN/MzAxOTk749OkTjh07hm7dusl93qlTJ7i6usqtvZSenl5ksHRSUhLGjBnD1586dapa8UcxMTF82vGCCUFURRZ3u27dOrU14uLi+GeHKjMJvnz5wsfInTx5Etra2hCJRHBxcSm2nlgsxsSJE7F06VJIJBKcP38eXbp04a+pkZER5syZg4iICCQnJ2Pjxo0wMzP75ghLlSpV0KlTJ0yePBlbtmzBhQsXEBYWpjAyJRaLceHCBQwcOBC+vr6qX7B/AZmZmXj8+PF303/58iUMDQ01spD0vwViSQZKDgVX3RaajezfirLD/7JpWd7e3ti8eTNGjhyJxo0b80F4RZVmzZrhr7/+gqurq9xiWpUqVcKyZcsQGxurcKzCXuZSUlIwcOBAEOUvpKjKlMKCDBs2TPAQsSyr0549e9TWmD9/PogI+/btU6v+9evXoaenB5FIVOy9KxaL5aYpxMbGYs6cOTAwMOCvpaOjI8LCwrBq1SqFdQYKFi0tLTRs2BAjRozApk2bcOXKFXz48OGbD3xNLEpZ0klNTcXkyZO/S7p2Nzc3zJkz518RmMpxHB/su2XLlu9yjFevXqF8+fL/qVTL7969U3naGMdx+PjxI27evIm9e/di1qxZ6NatW5EvwsbGxli3bh2SkpIQExODtWvXyiXbKFu2LCZMmAA/Pz9IJBLo6+vj999/L9L4Pn/+PO/csrKywu3bt/nPsrKylLqffXx8IBKJYGhoqHZ2rCdPnoCI0KNHD5XrhoSEID4+Hvv27QMRYe7cuSrVnzt3Lo4ePYojR45AJBJBW1v7mwtTJiYmonPnziAi/Pzzz3LfQZ06dbBz506kpKQgKysLq1evLrbPHj16NE6dOoXAwEC1nXr/hn5HXTp37oz9+/d/l3OMiYkBEaFly5bf1QFWkmAGTgnh06dPfDYdIlKIPdAU2dnZOHDgwHfRLglkZ2cjKCgIrq6umDVrVpEdra2tLS5fvoy7d+9i2LBhvGGkra2NYcOG4d69e3wnM2fOnELjdjiOw9atW/m606dPV3lOdGJiIqpUqQIiwsWLF9U650uXLgk2kmSpv9XJ9uXv78+vC/Lnn38WuV9mZib69OmDuXPn4u3bt5gxYwYfJ2NoaIhFixYhMjISv/32W5HeXl1dXezbtw8BAQElaq5vSWTSpEmwsLDQeBrQwMBAEOVnkdM0mogpKIisrTLPv6bJyMjgYwWEpp/+rzJhwgSFEZ06derAzs4O06ZNw/79+/kXMqlUihs3bmD06NFyK8nXrVuX70v69u1bZCa/+Ph4uZTcjo6OyMrKwoULF7B3716l2vv777/zx0xOTkZ0dDRevHih9Pnm5eXByMgIZcuWRUZGhkqOqbNnz6JRo0Zo06YNiAh37txRum5ERAR0dHT4VOy6uro4d+5csXVevnyJOnXqKPTD3bt3x8WLFxWMXIlEgpiYGFy7dg179+7F3Llz0bdvX9SrVw86Ojpo0aLFf+blWh1ko3vjxo3jYz01xadPn/jvb9myZRrVLqkwA6cEwHEcPxogK9/qeNQhLCwMTZs2xdatWzWuXRKZO3eu3AhNs2bN0L9/f8yYMQMbN26Eu7s7Pw0uNjYWy5cvlzMyW7ZsiaNHj6Jnz54wMzMrMkj59u3bMDc35w0nVZMYeHl5gSg/yFud4PwPHz7wo1PqEBERAaL86XrKcurUKXAch+DgYN4Y2bx5c5H7Jycn8yu1W1hY8Ck/jYyMsGzZMn7dmM+fP8PPzw8nTpyAk5MT5syZg4EDB8LW1hZVqlSBSCTCvHnz1DrPksj39EY+fPiQv5cXLFigMeMhKyuLT3Cwbds2jWjKWLFihUaviWx0U+a8EJLC+ms4jsOoUaP40YbvTWn0XMfExGDZsmU4dOgQbty4gZiYGKUNxZSUFBw8eBDt2rVTeAGvWbMmAgICCq3HcRxOnDjB91v169fH2LFjoaOjg1u3bn3zuFKpFPb29iDKX95h+vTpSo+k3LlzBxcuXEDbtm35Y6uy2OLJkyflzrNDhw6YMGGCUvfG1+t4fWvk5vr166hQoYLCtZ04caJa92Jubi5ev36N5ORkleuWJL7n+k/v37/nr7ONjQ0iIyM1pp2amspri0QiuRHM0gozcEoAX3daRAQPDw+N6XMch8OHD8PQ0BDa2toaybhV0hGLxbh58yZevXqlkickKysLLi4uaNq0qcJ3oq+vX+RD4cOHD+jQoQOI8jMZeXt7AwCCgoIQFRX1zeNOmjQJRIQhQ4ao/PDgOA7m5ubQ0dFR6SVWNlVLtpbRypUrlaqXnJyMChUq4OTJk7xht3Tp0iL3//jxI2xsbOSuZYUKFbB69WqVXzjFYjHevHlTal72JBIJlixZgqNHj2p8RIrjOLl1H3766SeEhIRoRFu2SBwR4eDBgxrRBABra2uN9n0tW7aUu++ELspZkD179vC69erV05ju16SkpGD58uX4+PHjdzvGv5k3b97ILRArK3p6eti3b1+RfcWHDx/Qp08fuTqmpqZKLVabmpoqt+C1iYmJUpn14uLiFBZdHTJkiNLn6u7uLlfX2NhYqXWYZDGWXz/PDh8+XOj++/fvL3S6t7m5OVq1aqXR3+i/jV27dmHp0qWIjo7+Lvqy9wjZc1LdmR1fk5ubK/dd1qhR419vbH4LZuD8YDiOw549e7B7926+UyYilVfrLYqUlBR+oTvZ8D3j23Achzt37sjF6cjKqlWrCp3nnZuby8eyiEQirF27Fs7OzmjXrt03vZKpqal8mlaZEaVKwKHsQf3kyRPk5uYq9bDdsmULDh06xAeLKptysqBXnCh/al5RLxExMTF8QoaCpXHjxggPD1f6/EozUVFRMDIyQsWKFfHrr78iNDRUY9p//PGHwkvf9u3bBScJKDjN51txV6pgZWUFCwsLQYtQypCNbBYsw4cP10Ar86dlykYhiQjt2rXTiG5B8vLysG/fPpiammLGjBka1y8NSKVSbNiwAUOHDkX37t3RvHlzWFpayhkRo0aNKjLuLjo6GrVq1ZK7R5o2bVpsuvSkpCQsXbpUznmgzIiIjM2bN8vVmzRpktLn6+LiIldXmWREBZeRkJWuXbvi3r17he5/6dIlTJo0CevWrYOrqytu3LiB169fa2TR3dKAWCyGjY0NRCIRevfuDU9PT41OT5W9CxYsK1as0MjI0ddG6/Dhw0uNs7AwmIFTQvjzzz9BRPj111+xYcMG/P3334I1/f395QICib5fbE9p5OjRo3IvMV973YoaGfrrr7/4B6wseH716tXfPJ7My1axYkVcuXIFderUUSpgXiwWY8WKFSAirFmzBu3bt1dqqpvsQSsSiaCvr48dyYuQKQAAIABJREFUO3Zg//79xdZJSUmRi4+RvTAXNkoVGhrKB3gX9JB27twZM2fOhLu7e6nuXFXh8OHDctepQ4cOcHd3Fzyqk5SUxN+DRPmB2fb29irN3S+M1atXy7VXncx5hSGLR5s/f75grb///hvbt2/HL7/8AiLCoUOHMGXKFMEvI58/f1bI4PfLL78Ibm9Brl69isaNG/Oe9qLWIWMUjVgsxqdPnxAWFlZo8piUlBSMGTNGYURF1r8X1zddvXqVv1dlpUuXLkq1KycnRy6uRZV7XfaeQEQYOnSoUv2nm5ubnCGu6Zi8/yIhISFy66xVr14da9asKfQ+U5WPHz9CS0tLzhm4ZcsWjYwYFbzX7e3tsX79+u82ElUSYAZOCaFfv34gIj4FotAXm4MHDypY68bGxswLoyQcx+HNmzfw8/PD8ePHsWnTJsyYMQP9+/dH06ZNYWxsDFtb2yKnBwQHB/OB90T5Gb/u3r37zeM6Ojry+xPRNxdgS0pKgqWlJaytrflj6erqKvXg+9qTqKur+83MQL/99pvCy0CfPn0URmMiIyMxePBgzJw5E3v27MGtW7f4OBuGIhzH8em+v/7NHjp0SJB2wRS5urq6ghe8BPKDnQu2c+XKlXBzcxM8MiQznrW1tfHs2TPB7QTAj2Br4ryB/AWad+3aJWe8a2KhPCA/TvLraVOqZspiqEZ2dja8vLwwadIkuSUENmzYUGy9hIQEhdjZV69eKXXMv//+m69T2OKYRbF3714QKR+vmZGRgWrVqqF58+a4fPkycyhpkC1btij011paWli4cKHg0ZauXbvCwMAA2traKFu2rNL31bdo3rw5jh07BiJC+/btNaJZkmEGTgkgPT0d+vr6qFixokZWSQb+/4rnBT0BM2fO1Ij212RnZ+PevXvYs2ePRqaW/FtIT08vNDVsWFgYateurdD51axZs8g5rxKJBCtXrsTPP/8sV0eZTFWbNm2Sq1OjRg2l2v+1gbN+/fpi909NTYWxsTG/f7169QpdDZqhHp8/f1ZYPXvDhg2CjQY/Pz9UrFiRfyBXq1aNT66hLmFhYdDX1+df8ObMmSNIT0bB0aZ27dppZL0dTRs4ABAeHg4iQu3atbFo0SIsXrxYkJ5EIsHixYsVnFJlypRhsTf/IBKJBH5+fpg3bx5q1679zZkUHMfhyJEjvGdc2fuA4zjY2dmBiODs7Kx0+3bu3AkiwqVLl5Ta/9y5c/Dw8GCGzXdAIpGgY8eOcr/XsWPHamQq2f79+7F8+XJ+OnirVq008m748eNHcBzHT4dXJ2vqvwlm4JQAPDw8QEQYOXKkxjSzs7PRokULfuiciDS2iNTHjx/h4eGBBQsWoF27dtDT04Oenh6uXbumEf3SwJcvX7B79240a9ZMrgMcMWJEkQ+b2NhY2Nrayu3fpEmTbx4rIyNDbrpEmzZtlGpjQQPHxsbmmx2oLD2qkZERnJycNJ7S999AbGwspkyZgvnz58PZ2Rl//fUX/P39ERsbq5EH24ULF+S+f0NDQ0GLCgL5L1PHjx8Hx3F8St5OnToJemDm5eXhyJEjSEhIQNmyZTUyjYrjOAWngCYSGHwPA2fRokUgIvz+++/gOE6lNMFFkZmZycfwycrChQs10FpFcnJyEBERgatXr8LT05O9ABcCx3FKT9+JjIxEu3btYGZmpvTvKjQ0FNra2jhy5IjSbdq2bZvGRgv/C3h4eKB169bo378/pk+fjt9++w2urq64fv06wsLCBDtkZfGTBX+zixcvFvwsSEhIQHJyMvLy8vgsgStWrBCkWRBZ/7Vjxw6NaZZEmIFTAhg7diyICGfOnNGY5vTp00FE6Ny5M3JzczFq1ChBD7Hc3FzMmzdPISCTKH/+vSZihkorQUFBmDVrFj/95ujRo0Xum5WVJTelSNlpDwUzOtnb2yvVLicnJ346UFBQULH7pqWlwdTUFOPGjftPZOErjrCwsELXhtDW1oaFhQUmT54syHiYOHEi2rVrh82bN/PpmBcuXKiRQNasrCw+s5ijo6NgPQBYsmSJRkZxcnJy5K5n8+bN0aJFC8FTGzVt4OTm5sLMzAxaWloajY25e/cuDA0NeSdC2bJlBZ97ZGQk3NzcsGbNGowZMwYdOnRA9erV+fuqcePGKqe1ZxROXl4e1q9fr1LWq19//VWljGSnT59We4HM/yo3b96EiYmJQn9NlB9DeuHCBUH6hw4d4jOnyp7xPXv21FhK+ujoaJQrVw4ikUhw7KSMgIAAlZyh/1aYgfODycvLg4mJCXR1dTXWcZ04cQJEBDMzM/5lVBPe9s+fP/OL2hWcc6qpDEqlnezsbJw8eRIDBw4s1jPIcRycnZ356SpOTk7f1BaLxbzxqWzGJZmBo4xnyNfXFw8fPlRK979AYmIiunXrpvDA1MT0r9TUVPzxxx8A8oOZZdMCe/TogcTERMFtf/PmDb/ek7KZn4ojPj6eH8VRJmVtUSQnJ6NmzZqYM2cOiP7/YnRCp6nJkgxoysDx9PQEEaFfv34a0QPyMybKVoDftm0bVq5cieXLlwvWTU1N5c//69KjRw+kpKRooPWMghSXge1rkpKSvhlnWRA20qYeUVFRfNKOgmXcuHGC37s4juMXiY2MjOTfkWrXrq2xtPyyuBlLS0vBqZ0lEgk4juOn0SuTFv3fCjNwfjB37tzhLf7Pnz8L/rGFhYWhbNmyEIlEGs2W8vz5c/Ts2VOhg3Bzc9PYMf5LKOON9/X1hYmJidJeFtkaCb/99ptS+zs5OaFRo0b/yalmmiA3N5cfKS1YKlWqhCVLlgjyjBd8kYmMjORT0lpZWan0QlQU169fh5aWFsqUKYPg4GDBeosXLwZRfhZIdcnMzERcXNz/Y++6w6K4vva7S0cBC4gNFXtDY4y9xRo19l6jKMauGDUmCnbJz95RY7B3bLH3gBo1iYhYUBQREVBsSEfYnfP9sd8ddykyO3eMSHifZ56HXfaevbs7c+eec97zHrG+pV69etzzInrfC+fixYuK2OvUqRMBoIMHDypiLygoSHRi58yZQ0S635w3AiwIAl2+fFlsSql/DB8+XLF6z3zk43NAXFyceO3qHwULFqQxY8YoJs+fkJBAvXr1IkCnWunr68ttUxAE6t+/PwF80s4pKSm0fv16IiL66aefCAAtWrSIe365FfkOzicG41yvXbuWpk2bliNV6ENITEwUoxQ5FYxLRUxMDI0cOVIUK6hUqRK1bNmSAJC3tzeX7ZCQEHr48GF+VOoDePToEdWuXVsSFUaj0VCNGjWybd6WEUuWLJHc+yYvg3Ht5dKB1qxZQyYmJlS4cGHq06ePmHlTq9XUvXt3On/+PPc5npiYKFKtrKysFMm8sAxe+fLl6c2bN1y2Xrx4QdbW1mRpaclNYRQEgUqXLk0qlYp7XkREJUqUIAC0cuVKbltRUVGkVqsNai1CQ0NlR1Xv3btHxYoVE7n7SqyF6enptHfvXmrQoIG4idMXb/Dy8uJ6n7CwsPzMTz7+dbx69YrOnj1LixYtkt1olDVWBnT1sMOHDze4Nlq1akUHDx7kpgMLgkBeXl4iFfTnn382qi4nq6x1bGys2NB227ZtsuYVERFBjo6OlJCQQIGBgQSA8uK+miHfwfmEEARB5PLfunWLChYsSPv375dti9XyfPPNN9y0jpSUFFq4cCHZ2toSoJOrXbFiBb17947mzZtHS5Ys4bJPpKPKWFtbU+HChalt27Y0ffp0OnToUH7PhwxITEyULBN5+PBhyf1I/quyzUlJSeTv70//+9//qGvXruTo6EjOzs5c0uxnzpyhihUrEhFRZGQkeXp6ihtXAFS9enXy9vbOtuGgFAiCQIsXLxaDDT/88APXjVgQBOrZsycBOqlv3jWDZXGUkDVmYgi8HdMTExPF76t3797c8/Ly8iIANHXqVPG5b7/9VhbNIywsTOynM27cOG7nJi4ujpYtWyYqJLEaGx8fHzp69ChZWFgoQicODAwkU1NTcnFxoZEjR9K2bdsoNDQ0P1CVD0UgCAI9efKEDh8+TLNmzaIuXbqQk5OTQYZcikT2h7B9+3aaNm0aEekEgRYvXmxQX+zk5EQLFizIUiXVGJw4cYLs7OzENVZqwGb58uVZZliZMq6NjU2WvedyQkBAAAG6fnmCIFDlypUJAIWGhhpt63NAvoPzCXHnzh3Rg2aN8xYvXizLFmsUWKpUKa6NqyAItG/fPvFiNzU1pQkTJhjQJYytMRAEgWJjYykkJIQuXbpE+/fvJ29vb5o1axZVqVIlS354iRIlqEuXLoo0D/wvgX3X+XgPjUZDvr6+NG7cOKpbty6ZmppmOt/atm1Ly5cvp23bttGxY8fo6tWrFBISQq9evZIcect4w0lNTaXt27cbRNLt7OzI3d2dq6/BmTNnxKLZVq1acd3s4+PjqVq1agRIa0abERqNRnSylMzisDpCqfVk2UFfla5EiRJcm3BBEKhixYoEgO7du0dEREeOHCEARquoPX36VGzC7OrqyuVcPnnyhCZPniwGoxjl+dSpU+LnvXjxYrad67OCIAiUmJhIT58+pVu3bpG/vz8dOnSINm3aREuXLs1SbMbR0ZG6d+9OixcvVoRGmY//Jq5cuUIdOnQQsx8ZDwsLC6patSq1atWKBg0aRD/++COtXLmSfH196c8//6THjx9Lol1nrJXSaDR07Ngxat++vfhe5ubmNHjwYC6mw4MHD6h69eoEgCpWrChprRg1ahS5ublluV55eHgQoJPRNzbAderUKZE6Fx0dLdry8vIyys7ngnwHRwZ2796tSAaDyfT+/PPPopcv54YeGxtLtra2ZGpqSn/++SfXnGbMmCFe3J07d87UwFEqoqOjqW7dulS6dGmDjr9SjoIFC9L3339P169fJyKilStX0o4dO7g37nfu3BE3JjxIT09XrPsvb0PX3IhXr14pEs0NDg7m1ul//fo1bdmyhZYuXUorVqygWrVqGXUuAiCVSkWFCxemihUrUv369WVlYf7++28aPHiwwbXg4+Mj+3OFhYVR7dq1xRudlO9bEIQspeLv378vqvQYe328fv2a1qxZIz5m8qOzZs0yyk5GPH/+XKTE8mD48OEGvyWPnPO1a9cIeN8gLyUlRdzoGyvA0aZNG5EmwyMpe+bMGZESaW5uTq6urrILmzt06EBVq1YlR0dHo9dsdjRt2pTc3NzI09OTrly5wlXnExUVRfv37+deSwRBEO8lvMiLwaOYmBhFGoA/efKE/Pz8cnyv7KDRaOjmzZu0du1amjRpEoWGhtLUqVMzKaBl7BWV3VG0aFFycXGR1R7jwYMH5O7uLu7LAL76wvj4eLFnWNGiRXOUp2Y9y3755ZdM/0tLS6P69esTANq8ebNR82BiBQBo5MiRdPv2bQJAX331lVF2ssKlS5do0qRJuSqTm+/gyEC/fv3IxcWF205aWhqdP3+epkyZIp507du3l2Xr6tWr2dZeGFNE/vDhQ/rqq6/o7NmzsubBEBcXRwBEvrqLiwu1bt2a+vfvT+7u7uTl5UU+Pj5iXQG7yH799VeDi//du3diZNLMzIzatWtH69atyzJC/Pjx42wjGomJiVSlShUqUKAAbd++XfbnSkxMpGbNmlGZMmW4ioDT0tKoU6dO5OzszK2Z36lTJ6pZsyb3wvL1119T8+bNuZwuVgfUokULLp7+uXPnyM7OjmrVqvVBVaK//vorE6UxOjqavL29qU2bNuLNsHjx4qTVakkQBAoICKCxY8caNC0dM2YMLVu2jGbMmEGjRo2iPn36UOvWremLL76gMmXKUIECBURnh+f3iomJofnz51PZsmXpyZMnsu0Q6ah2Q4YMoStXrkge8+WXX2bZOPL333+XRQd78uQJFSpUSMwax8TE0ObNmxWRtD5y5AiXIp1WqzXoDwWA/ve//8m2xzbKLIg0Z84c0a6xgi6PHz+mcePGcRf6JyUlUZUqVcjDw4O7IShTVTIzM6NixYpR1apVqVGjRtSxY0caOHAgjR8/nmbOnEnLly+n5s2bi5+9TJky5OHhQQ8fPiQiMvhfwYIFqX379rRw4UL6+++/s7x2fH19s9xgDxgwQMyuyg20ERFNmjSJ1Go17du3T7YNIqLZs2eTlZUVd8+jGTNmUIUKFbiDbW5ubtSgQQMuO4IgUOvWralatWqyg3as2amtrS3Z29tn6cTExcXR1KlTqVevXuJzSUlJ9Mcff9C8efOoffv2BhlIAOKakpycTFu3bhUz4X379qWEhAR68OAB+fn50c6dO2nx4sU0adIk6tu3LzVr1owqVKgg1tbcvHlT3pdDuvv9hg0byMXFRXJz1eyg1Wpp3rx5tHHjxhxf6+vrK34PWdFKHz58SCtWrDA687ts2TIDRzE4OJj27t2riKS1l5cX2dnZ5aogQL6DIxNKeamJiYmiZCsAqly5siJ2GcLDw2nFihVGjVHiswmCQDExMR/cDAqCQI0aNaJRo0ZRQEBAlq9JT0+no0eP0rBhw8je3t4gqt64cWNavHixyB9lTb2yWvA1Gg3NmzdP5OMPHz6ckpKSZH0upmbSrVs3ru+qdevWBIBOnDgh2wYRicISPAtLWlqauLHhwdatWwkANWvWTPZ34+PjI9LIZsyYkeUi/u7dO/L09CRTU1NKSEigR48e0ZIlS6hx48YG1IZixYrR999/T6dOncp0LqakpNCePXvom2++of79++c4r9TUVMW6yvPWu8iFi4sLNW3alN69e6eIPUazdXNzU8Qeke5cVGIN+vvvv8nc3FyshXJychKzL7x4/PixQXHyx+oDxpr9fQhK3YtiYmIoMTExR3upqalUrlw5Gjx4MJ0/fz7TuXz9+nVauHAhtW/fXgwMsMPW1pY6depES5cupRs3bpBWq6WRI0dS+fLl6dixYwZ2zp49K1KYzczMaNq0abKyp/v27SO1Wk1mZmZ08uRJo8czLF++XNxg82D06NEEgA4dOsRlh303PNLxv/76KwG6Wi05aprPnj0TZcjVajVNmzbNwI5Go6GNGzeK12C3bt3ohx9+oPr162eiCltZWVHLli3J09OTTp06laXTe/36dRozZoykezejaysRbBEEIcvrIiQk5KOs5devXxe/FwsLC6PopR/Czz//bPCdd+nSRRG7DLkpe0OU7+B8cixZssTghDM3N1fsgklOTqYvv/xS7KmR25Cenm7UDSs9PZ38/Pxo4sSJopoIO1xcXGjo0KEE6BSDli9fnuX3+Mcff4hR3Zo1a8qKfsXFxYlcfJ7vdvfu3QSAevToIdsGEYmcYR7N/bt37xKgq+mQi9TUVLHAWQ5VUqvV0vTp0wnQ1X5l1+H7zp07VKdOHfF1X3zxhcG5UKZMGXJ3d6eLFy9Kzrbw9q75GPgYN05GjRo3bpwi9hhtS6VSKabId/369RypLlJw48YNioyMFLPEV65coZMnTyqy4ckovbxr1y5umxkRERFB3bt3V9wuL+Lj4yW3M0hLS6MrV67QggULqHXr1gZOIQCR+sked+7c2SCT8O7dO1q0aJHoKJUqVYr27t1r9EaK1ahaWVnJ3iwmJydT8eLFSaVScWVxVqxYwZ1NZAwJZ2dn2TYiIiLIxsaG1Gq1JBpXxvVo7969In2sYsWKmdZ8f3//TGuz/lGsWDHq0aMHLVu2jP7+++/PUrbcz8+P2rZty9X/Kyu8efMmE92OZUh54ObmJto0MzMjAIo1D82NyHdwPiFYV3HWMJDxnp8+fcptW19Vbe/evQrMNneBUY08PDzEAr6MR4sWLbJUN3r+/Lm40ZNLWQsICCBzc3MyNzeXze9OTU2lokWLkqmpKdcGe8SIEQSAS5Bh3759BPB1o2c3bjlRoZSUFOrXrx8BukL8rCg/Go2GlixZQhYWFpl+66pVq9L06dPp+vXruS6KJBcnT55UtJcVEdHAgQPF78xY/nZWOHfunGivXr16ijhlW7duVTSyyBwcpRp9njx5MtP59+uvvypimyEoKIhKlixJY8aMUdTup0Zqair5+/vT7NmzqUWLFlnW+lhaWtKcOXMMIviRkZHi+sACMRn7luR03bNgop2dnWwRBCWyOOz8cXV1lW3Dz8+PABhQvoyBIAjUoUMHAnTy5FJeP3r0aBIEgV69emXwW4wbN86ARhwWFib2gcl4mJiY0Lp16/JMewhBEKhSpUpUpEgR2Qq42UG//gfQ1SPyNnru1q2bWJdYrVo1iomJUaQPWm5FvoPzCZGWlkZarZbWr19PAMjT05OWLFmiyI141apV4oWhRDQ0t+PGjRtiJ3D9o2DBgrRx48ZMi2lOlDUpi+/q1asJAFWoUEF2g9ZJkyZxR/Pmzp1LAMQGXnLAVPw2bNgga3xcXBzZ29uTSqWi27dvSxpz4cIFItKpbzVu3JgAXSPLrBquhYWFUbNmzbK8aeZUp/O54tWrV2RpaZltJksO2PnGqA///PMPlz19lTKATziBYdq0aaRSqSgkJITbFpHyDs7mzZtp//79ZGJiQtbW1lSwYEFavny5IraJiM6fPy/WI/DSmHI7mOxtVtd1VrS1CxcuiAEtU1NTmjx5slizuXjx4hyLt5lqlIODg6zzS4ksTlhYGAGgxo0byxpP9N5Zk3vfYFTiypUrS6q5ZEXvW7ZsERkQTk5OdO7cOYPXRURE0Pjx46l3797Utm1bqlevHlWqVIkcHBxEStqgQYPyhHPDwPqJMac1p3NQKhhLAQA1b96cLl68yC1uxEoBnJ2dSaVS5fl+VvkOTi7AhAkTDDItvBe/v7+/gdKIEsphuRnp6enUt29fKlKkCNna2pK1tTWZm5sb3Dg7duyYZRo5O8raokWLckyZC4IgKqPI7S7MqGEVK1aU/btv2bKFAND06dNljScisR+KXPrGrFmzCAANGTJE0usvXrxITk5OdP/+fbEXVIMGDbLMZPn7+1OjRo2oTp06VL9+fWrSpAm1aNGC2rRpQx06dKDOnTvT6tWrZc07t6NRo0bib6tEdoQpN7LDycmJS1ZeX5WHbRx5m3MyTj+vRDSD0g4OkU4xCNBRqm7evElbtmxRxO7OnTtF6oharc5VBbtKIzk5mYYOHUo9evSgwYMH06hRo2jy5Mk0c+ZMWrhwIa1Zs4Y2b96cqe4tLS2Nli5dKga0SpQoQTt37qRWrVpR69atP1hLIggCjRs3Tjz35Qh98GZxNBoNWVhYUNGiRWWNJyKxDtQYMSB2f4mOjqZChQqRSqWStN6fPHkykxPq6upq9OZYEARKSkqiqKgoRWiiuQXPnz83qCcqX768UcIv2aFHjx60YcMGKlKkCJmYmHAriuqDrYkZHdS8hnwHJxegbdu2BPDVUDA8ffrUoMEgAEW6gX+u0Gq1lJaWRsnJydlKYWZFWStfvrzYCOxDePPmjVh3IpemwrIXf/zxh6zx58+fJwA0ePBgWeOJ3hesytlQxcTEUMGCBcnc3JzCw8NzfH1KSor4fmyT0rNnzzwpmc2LefPmiddx3759ub+jzZs3G6wNDRs2pFGjRsl2rtetWyfaUqvVVKNGDS45VSISHV4rKytuSgbRx3FwWNZ06dKlitgTBEGMkuv/NvnIHtHR0QaUS3b06tXrg7V3Wq2WBg0aJGYwjG3mqEQWhwnDyD2/K1WqZPS9ff78+SQIglg/JuU6DQkJyUSVGjFiRJ7KwCiBHj16ZKLizZo1i8uRY0wGVpeq31yYF0xNbcGCBYrZzI3Id3ByAUqVKkVqtVqWiok+UlJSRH10dpibm+cvRhKQkbLGjlOnTuU49urVq2RqakqWlpaynFS26Rw4cKCcqdODBw8IAH399deyxqemppKJiQmVKlVK1niWgXR3d5f0ekYTYUfnzp0/mapYboe+mg6g63nDk3E5ceIEWVlZUc2aNQkAt/Tp4sWLqW/fvlS1alUCQBEREVwUjeTkZAMVPCVuwB/DwWF1k9mpPxoDjUZD48ePz7RR9/T0VGCmeR/nz58na2trg+8uJ6c9PT2dunbtSgDoiy++oNjYWHrx4oVIm80JvFkctiGWI8by9u1bAnTUaKmIi4sjMzMz0SF0dnbOkdYbFxcnNgHWPywsLGjhwoX5+wo9nDhxwuA76tSpE505c0YR6nR0dDSZm5uTnZ2dYvS3y5cvEwDq2rWrIvZyK/IdnE8MpobC29COSMftPXr0qIHCT+nSpRWY5XukpaXRqlWrcqXqlBLQ723BKDdSurKz6GvVqlWNXtQSExPJ1taWLCwsZOnRJycnG33D00dQUBABuu7nUhEeHk4vX76ksLAwMjMzIxsbG0kb71u3bmWSBwV0vGxeBz8vQqvVkqOjo8F3Vb58edm006CgIDp69Cjt379fvBHz4MGDB6TVakXaD0+PKSKiwMBAg89avHhx7vOCFTwr5eCkpqaSpaUlFSpUiLuHFZFuTX348KFI82THx1I3EgSBuwdTbkFERAR9+eWXmdYTIOdmsykpKaKj2rRpU/Ly8qImTZpI2rjzZnGYXK8x9XWpqakkCAJduHCBAFCfPn0kj2XXOzu8vb0/KLWs1WpFqiigk/ceMGAA+fr6ypLqzg3QarU0a9YsmjlzJgUEBCjqoGk0GnJychKzXYUKFaJHjx4pZp8pxCpV65ecnEympqZUvHjxPO2o5js4nxhMZlUpTzo1NZXs7e3J1NSUjhw5Qi1atFDELhHR6dOnqVq1arIzDbkd69evzyRjCugUe3LayGi1WlGVZujQoUSkK+SUilGjRhEAWrlypay529vbk4WFhazFaufOnQSAfvjhB8ljtmzZQt26dROpHnPmzMlxjEajyZRhbNu2LZ08eTJPZHA0Gg15enrSiRMnFP08Q4YMEb8vMzMzWrZsmWw6I0NaWho5OjqSWq1WhNvNNlDDhw/nssPORf2Dt76FNZ5UysHx9/cnQNkeEklJSeTs7CxmBQoUKKBYryIinVPz119/0dSpU6ly5cr8LZSfAAAgAElEQVTcjZxzE2JiYsjX15fGjBmTSVFzzZo1HxwbHx+faU2SWpeQMYuTURDhQ2B1k1Jo0AzBwcE0aNAgMQi3aNEiEgRBEg2KbZD1j3HjxmV7X/Pw8KDixYvTyJEj6dSpU4qei58S8fHxYvbaycmJxo4dS2fOnFHk882aNYtWrVpFU6dOJQBUu3ZtWb32ssKtW7cI0InwKFW/xAIDStb25DbkOzifGIye9NNPPyliL2NvFSUkpx89eiSm81UqFQUHB3PbzK14+/Yt/fbbbwbduAHQvHnzchz74sULKlmyJAEgLy8vsrCwkBxpZ1SkmjVrynJSmOKKsXxyovccX2MUsFjEnkWroqOjcxRlYDLS5ubm5OrqqkjNWW7DrVu3yMzMjCpUqEBLly5VpP5tz549YpZXKdoW0fso8uzZs7ltvXjxgiuLyDB9+nQaNGgQOTg4kImJCf3555/022+/cdlkfVZ4O9kzsA3msmXLFLFH9P4a7Nq1K2m1Wvrll1+4bWq1Wrp8+TK5u7sb9A1btGiRAjPOvXj+/Dnt2bOHRo0aRdWqVcu2TYIgCBQYGEju7u4Ga73UJsX6WZyff/6ZqlWrluMYQRBIq9XS1atXCdA1vrx8+TIdOHAgx7EZe6M0a9aM6tatm6OCp0ajIQcHB3GciYkJrV27NtvXJyYm0pUrV/JE0CkrhIWFGTRXZxmqvn370q5du2RnjCMjIykpKYnS09OpZcuWBOjqYpXKkLBabSXWsbi4OOrSpQsBIF9fXwVmlzuR7+B8YjBvf9u2bYrY+/rrrwmQVjuSExISEmj69OkGfUf69eunwCw/D4SFhdHcuXOpYsWKpFar6eLFizmO8fPzM6jjMUbZjDkp165dIyLj1PTYYmVMTx7mkLCxxjRqZOpe+jfNDy284eHhVK5cOfL09MykipTXMH/+fPF7sbKyohEjRtDNmzdl23vz5g3179+fHjx4QBYWFmRhYUH379/nnuejR48I0NFYlYgKssJpnqAKE6lgwhtZ9bEyBoIgkJWVFQHSiqqlgG1eAgMDZQUUMuLu3btkZmZGBQoUEKljPJui169f09ixY6lEiRKZovZ9+vTJ05SUrPChQv5Tp06J9WP6R061OC9evKCTJ0+KamZsDcxpcywIAvXs2VOshSlQoACp1Wo6fPhwjp9DEIRMfYOkONnMmQJ0PYDOnDmT45i8Dj8/v0xUaWdnZzp06JAi10dMTAyVLl2aAHzQmTQGp06dIkCnNso7x0uXLlHdunUJAE2ZMkWR+eVG5Ds4nxjffvut0RvT7BASEiKmMXmiL4Ig0M6dO6lUqVIGCwBvB+fPFYIg0JUrV2j+/PkfvIHt2rWLatWqZeDglC1bVvJv4e3tTQDIzc2NQkNDjaLmjB07lgDj+mbMnDmT9uzZI6pWJSQk0MuXL3Mcl56eLm4aAZ161p49ez445t69e/8ZlbT09HTx5qF/NG3aVHYzVlbX9csvv4jRWyUirO3atSOAX2yA6P05uGPHDm5bbAMoteg7O+jX9NSpU4d7XikpKWRhYUGFCxemv//+m5sTLwiCmC1esmQJ9/wYrl27Rk5OTgbnn4uLS57sF8WLtLQ0Wr58uYFaWE7U7vT09EzKWQAkBTKOHDmSaZzU+6r+b1qmTJlslUH1MWPGDDG7mtdbRhgD1n9Qn4mwbds2xQIA165dI3NzczIzM+OWjb5//z4JgiDS6+S2c2BYu3atKObSvHlzLlu5GfkOzidGuXLlCIAiN57JkycrQmERBIGCgoJo9OjRBgtA7969ueeYl6HVamnx4sWZIkNSi4Xfvn1LVlZWVKBAAapQoQJNnjw5xzHv3r0jQRDEZmMrV66ks2fP0sOHD3McyzjkgK62o3bt2pK6WjM+MHNudu3aJenz/Zdw+/btTNHW2bNny24Iy5CWlkZffPEFAaB169Zxz5PVznTu3Jnblq+vr+ig84Ip7fE2DmVyzuxc5aUMsg7yXbt2pV69etHYsWO57DGKcq1atXKkeErF27dv6bvvvsu0eQsNDVXEfl5FTEwMjRgxQtz45dQgOzU1VQwQsEOKc6/VasWNKgscSnFUiIjq1asnjpMaAKtVqxa1aNFCEcn1vAYWlPnqq6/E371z586ShIWkgDlRJUuWlM1cYJQ3QRBo06ZNBLwvQZCLkSNHEqCji1tbW+epvkT6yHdwPiGYJKqlpSW3rdTUVCpatCiZmpoqQgGKiYmhypUriwswoEyfnv8Crly5YsB5HzFiRI5jNm7cSFWrVqUCBQqI47777rscx7169Yrq1KlD7du3JwBi1k1KE7aDBw8a3Jytra0lUW7YIqtWq2nnzp05vv6/Ci8vL4Pvt1q1apIcz5xw/fp1UqvVZGNjQ5GRkVy2lBQbiImJIUDXtJYXPj4+BIA8PDy47GQsIN+9ezeXvdmzZxOgo56qVCqjlAcz4tWrV1S0aFFSqVSKCSD4+fmJa0+JEiWoR48epFKp6OTJk7Jt5tXNT3YICAigJk2aUMuWLXN8bWJiIjVp0kQ8v6SKBuzYsUMc4+TkJHlunTp1IgBUo0YNSQp+T548oeHDh+cZkQB9xMXF0c2bN+nQoUN0+vRpWTbS0tKodevWdP78ebp48aJYr1e4cGHasWMHdzZHEARydXUVMyVyghivX78mALR//35KTU0lR0dHUqlUXAELRjFnwdigoCDZtnIzZDs4ADYBeAHgjt5zswFEAbj5/0fHbMa2BxACIBTATzm9F+VRB4fRJ4yJ4GSHXbt2KeLZE+kigKwepGvXrjRr1izZdv/44w+aOnUqrV27lk6cOEHBwcH/CarS69evxdoWOzu7HH9fxs3W34y1b99e0nu5ubkZjCtbtqykcTdu3DAYJyVjRKSLeqlUKm5J4NyMuLg4un79Ou3atYtmz55Nc+bMMfpml56eTvXq1aPWrVtTx44dxRunEt2jWe1ely5duG/CSooNMBUrXseLSeHyKDY+e/YsExVowIABXPNq0aKFuC4COsluuRg+fDgBoJEjR3LNiUgX4JoyZYoYjOrTpw+9fv2aDh06xJ3Rf/z4MVWoUIE6dOhA06dPJ19fXwoNDc3TtTyCINCuXbskbSJjY2PFrGrHjh0l2U9PTxdV86Q4Ugxsrf/9998lvT4+Pv6z/51u3LhBv/76K/3000/Ut29fqlevHtnb2xsE5niod69fvxZbHCQlJdHEiRNF2127duUOGCcnJ4uKZcYolTKEhYURoCs9SE5OFps/jxs3TtZ8tFotFSxY0GBdlNukPLeDx8FpDuDLLBycKTmMMwHwCEB5AOYAggBUz+n9KA86OPocUF7ZVyYuIDeSwZCUlERNmzYlQCePnJKSQuHh4RQYGCjLXlpaGjVs2DDTRsPR0ZEaNmxI/fr1o927d3/2i3BWEASBli1bRmZmZpKUSuLj4w0KXqWe76yPDTuk0o30VXksLS0l9zZq3LixURLYuR1hYWG0aNEicnNzo+bNm1Px4sUNvk8TExOjBBj0cffuXVq5ciVpNBqaMmWKaG/NmjVc53xSUhKVL1+eAH5VHXYDVUJsYMyYMQSAO7P3+PFjAkCNGzeWbYNt7lmx/ZQpU2jIkCGyPyOrv7GzsxMjn2q1WlZ0/NKlSwSAihUrxk2bCwoKIhcXFzGYsnPnTvHc4tngajQaevbsGQUEBFDv3r0zreG2trbUvHlzmjhxIu3du1eRnkCfK2JiYqhKlSpUpkwZyWPWrVsnOcPP4OHhQY0bN86T98vsEB8fTwsXLqRixYplOgcBkL29PQ0cOJDmz59PBw8epPv373OvY35+fuL6WqRIEdq1axfXd/748WMqUqQIAcixXjUj9OsI582bR69evSIrKyuytraW1TcvNDQ003c4bNgwo+18DpDt4OjGopwMB6cRgNN6j38G8LOU98stDs4///zD7UgQkRjVBfi6Vt+/f58AnQoIb+ExyyLUr1+fq2tuZGQk9e/fn2rXrm2gwqZ/1KlThw4dOpTjnIODgxVpAikIgmI8d2Pw119/kbu7u6TX3rt3j2xsbAiAUTdLFlmGEbQeQRDE95I6P41GY/QCLRc857J+rUtycjKFhIRk+1pBEMjPz0/sY5TV4eDgQE2aNKGhQ4cavSHV3/ht2bJFrM3h7VR/7tw5cZMshZKYHbRarXgz5xUbYDUlxmzaskJ6ejqZmJhQiRIluOwQvS/M3rhxI5edP/74gwCIohzs+NC5lRU0Go2oOJdVzYYx2fwDBw6I51OrVq24aIbu7u7UrVs3ql+/PpUuXZpMTEyyvR7YUaFCBVqyZIlBfcft27cVoWIKgqBY3ci/IXn89OlTKleunORrMSUlhYoXL04LFy6U/B5r1qyRpOb5KaDVarn2DAyvX7+mEydOZHo+KSmJVq5cmUn8KKvDzMyMatSoQb169ZKtYJmYmGjQDkFqj6/o6Ogsz7fTp0+TSqWiAgUKGEUvY3238P/ZqqdPn4r10XLk5DNS08GZiWYICwvLdfW4H8PBCQdwCzoKW+EsxvQC8Jve48EA1nzgPb4HcB3AdWM2fB8TnTp1onLlynHb0Vdaatq0qWw7CQkJtGHDBtq6dSu3ypmfnx81atSI+8YSGxsrfja2iWZH/fr16ejRo5IiIgkJCVS6dGmqXLmy6FQ+f/6cNmzYYNR8nj9/Th06dJC8kf+QnTFjxtDUqVONGpdRRCI+Pp4mT55MkyZNyvTaAwcOiFkVKd/RlClT6JtvvhG/X2Mi+i4uLmRpaUnR0dHk6elJ48aN475JzZo1i8aPH09RUVFcdiZNmkR9+vSRnFliCAgIIFdXVyIiOn78ODk7O1PlypUlOclBQUE0cOBAg82dtbU1mZmZcUXs9XHlyhUqX7483bhxg8sOkU5YhFf5Jzg4mAoUKEDz588XqRpysWXLFjIzM1NkE7Z69Wrumhmi986/XAU7hmfPntHixYszBWyMafDIcPLkSRo2bFim3+3WrVtGZUejoqKoZMmStHz5cu5NfNmyZcXPpFarqWTJkvTVV19Rly5dRLotoKNUd+7cOdsGvSxQ0Lp1a9q3b1+W10tO2R5BEMjd3Z3Kli3LVWvAhF9q167NTQNfs2YNtWnT5oPryMOHD3N07tatW0eDBw+mZ8+e0cKFC+ngwYOS56BPl/L29qbRo0dzO5PLly+nwYMHc9kRBIHGjRtHtWvXlkTpevv2rUELhbS0NPr999+pR48eovJYdtmJ1NRUWr9+vSjQNH36dDp37hytXr2aRo8eTS1atDDI9vAq1P7xxx9Urlw5ya08Ll26RLNmzcryfwsWLCBPT0+jsp0ZVfcGDBhAISEh5O7uLktGf/bs2VStWjWysrIiMzMzatWqlSKlDdOnTydTU1NZWaWPBaUdHEfoKGhqAAsAbMpiTO8sHJzVUt4vt2Rwnj17RmFhYVw2oqKiRL40oCv24lVSu337No0ePZrLBhFfDwZ9+Pv70/Pnz+nQoUMi3eTUqVNG2Y+OjjbYvPfs2ZNOnDhBarVaUnM0hsjISCpcuDAB4OoD8ObNG7K0tKSCBQtSQkKCbDvp6elkbW1Ntra2WW4Spk2bRgAkvUfx4sXJ1NRUjFQb0yOlc+fOYn8QVmDJsxEQBIFKlSpFKpWKy0m+efMmmZiYkK2trVEc6NDQUCpWrBi5uLhQ9+7dxfOma9eukiSwGR4/fkzjx48nKysr+uqrr0ij0VBYWFiOykpS8Skyidnht99+k0WdyAqMorZ//34FZqbMWtS3b18CoEgh/8yZM6ls2bKiwwuAVqxYwW2XSBcEqVatmtH0PqVqGi9evEj//PMPRUVFZaL4zJ49m+zt7emnn3764KZKEATy8vIyEFkpVqwY/fTTT/To0SPxdX379v2gM63RaMQeMyVKlOAK3HXu3Fmk9/CArSe8jjJjSVy9epXi4uJk7yUYA4Snx5ZGoxEdBZ7eWkx8w8HBgR48ePDB1964cYMqVKhAX3/9NQUEBNDEiRMNGpEWKlSIRo0alWOALC0tjTZv3pxtDdurV6/o0qVL3I4tkS57JHUtYv3FlFoDt2/fninjwiMTfeHCBUpNTRXrJd++favIOhsXF5fr2ogo6uBI+R/yAEVNCbCu7voHb3POsWPHUoMGDRSaoXLw8fGh8+fPy76IBEGggwcPijdN5hiam5sbVbvEZGxLlizJtfkePHgwAfwStqzWKasCyfT0dGrdurWkmx+r25k7dy5ZWVkZFR2aOnWqeCOxtbUlW1tb6R8gC9y5c0fM0smFVqsVGz2uXr1a8riYmBjRSWNH2bJl6ciRI7Ln8vLlS5o9e3aulFjlVT1jGDZsGAHSRS0+BKa82LdvX25bL1++pD///JPbjpIOTmhoqKh+WbZsWdq9ezc31ZCBiQ7wnK8fC/7+/kbRhDUaDR0/fpy6dOli0BesXbt2tH//fqpcuTKVKVOGAgICPmhjxIgRBOjqIP755x9Zcw8NDSULCwuysrISG8nKwbZt2wjgl0FntCdjepZlBbZBjY2NlW3j2LFjYrZNLlatWkWAribrQ1lpQRBo3bp1YgZUP0tuYmJCnTp1Il9fX6MdktxWj5SSkiJm/nmcT4a1a9eSiYkJmZubk0qlooULF5KXlxe3XRY4vn37Nret3AqlMzgl9P6eBGBPFmNMAYQBcMZ7kYEaUt4vLzk4Hh4edPjwYQJ06hhz586l+fPny7YXHx9PNjY2ZGVllWdlPZOSkmjIkCEGG1gbGxujqD5Dhw4lQKc2J3dhZJzYhg0byhrP8MMPPxCAbCkpL168EDubfwhMxOH27dtGN+1i9C+2KFeqVMmo8RmxdOlSAkAzZ86UbYPJUNepU0eys5aQkGDQIwL/T/HjbbCWm9GzZ09Fbu7VqlUTaUk86mdPnjwRv/sCBQpwZxa2bt1qNBU0Kyjp4BDpMuVss06kTDaOqWAC/IIzuQ1Pnz6l2bNni53dM16jH6L+CIIg9nezsbGR3FMsI1hfpZ49e8r9GPTmzRsyNTUlBwcHLkGFBQsWEADy9vaWbUMQBLK2tqZChQrJtkH0PgtkDBtCH0zu2tLS8oPZ7fj4eOrXr1+m379KlSq0bNkyo2nIuR1MUKBMmTKSWi98COvXr6ezZ8+KPZfkCt5kBFPky6reKa9AtoMDYDeAZwDSAUQCGA5gO4Db0NXgHGEOD4CSAE7oje0I4AF0amozcnovyoMODpEuhco2ckR8N0qmyAJI74r8uWHjxo1kZWWVaZF0dHSUzNOOi4sT5Tk3bdokax6CIIiRap7ox+7duwmQL/fIwCIxwcHBsiPebHPapEkTrrmwRVjuPPR7g1y7dk3SmLS0NLEPkP5hbm5Obdq0kcVTzu149+4dmZiYcPU3IXrfY4EdPJFBRnVjh9xNE0OvXr2oWrVqXDaIlHdwWHPU8ePHK2Lv4cOHBnWKvDUDuRXp6el05MgRce3UPyZOnJjt/U8QBLFhq6WlpawNWVJSksgAOHv2rOzP0LZtWwKkN2/OCiyAw5P5e/HihcHeQQ7CwsJIpVJRyZIlJQdFU1NTxdceP36cTE1NycTE5INZx6CgoCx/c0AnjKRPXcwrYKqGAKhZs2ZcdZuMws7koZcsWaLIHOfMmUMAjK5n/pyQnYOjRg4gov5EVIKIzIioNBH5ENFgInIholpE1IWInv3/a6OJqKPe2BNEVJmIKhDRgpzeK68iOTkZAGBtbQ0AMDMzk2WHiLBu3TrxcWBgIP/kciFcXV1x8eJFLFq0CB06dEDBggUBADExMWjXrh2eP3+eow1bW1vs2LEDarUaEyZMwKNHjwCAOd6SoFKp4ObmBgD47bffZHwSHerXrw8A+Pvvv2XbAIBChQoBAN6+fYvGjRvLsvHixQsAQLFixWTPIyUlBRcvXoSdnZ342aTC398fADB9+nS8fv0abm5uaNCgQY7jiAhubm44deoUVCoV6tatix9//BGnT59GbGwszp49i3Llysn5OLkaDx8+hFarxdKlS7nsXLt2zeDxli1bjLoW9HH27FmDx/v375c9r7S0NJw+fRr37t0Tr9HcgpCQEABA5cqVuW2lpaWhX79+SEhIEJ+zsbHhtpsbYWpqiqioKISGhmb638qVK9GuXTu8fPky0/9UKhU8PT2xYsUKpKamomvXrvD19RX/L+V8tba2xrJlywAA48ePR1pamqzP0L17dwDAoUOHZI0HgBIlSgAAnj17JttGeHg4AHCtbRs2bAAR4fvvv4epqamkMVu2bMGZM2dw+fJl9OzZExqNBps2bULnzp2zfP2JEycwbNgw2Nvb49tvv8XAgQMxduxYzJgxA4sXL8b06dMRHR0t+zPkVpQqVUr8+9KlSxg/frzsdVWt1m3HmzVrJtpTAk5OTgCAp0+fKmLvs0JWXs+nPvJaBufevXsEgNq2bctl5/LlywZRkayUufIi0tLS6OrVq/TLL79Qu3btqEmTJpIlOj09PQkANWrUiNLT02nGjBlG0X1iYmLI1NSUihQpIruIURAEKlq0KJmbm3NFeEaOHMmdaj5+/DgBfE0HT506JYsGkpaWRkWKFKEtW7aQSqWiokWLSq552bx5M40ZM4YOHDiQq9RbPjb27dsnXu88XahnzJiRKaoqJ/um1WrJ3t5ezLAWLlyYChYsKJumdubMGXE+vEX8ffr0UTSD89133xHAJ1bCMGnSpEzfP29jwdwKQRDowYMHdOnSJfL19aU1a9aQh4cHjRgxgrp06UL169enZs2afZCB4OPjQ2q1mtRqtZiBX7lypST2gyAI1KZNG64oeFRUFAG62j659NCbN28SAPr2229ljSci2rt3L9e9PiUlhezt7cnExESy2mVaWhqVK1eOGjZsSHZ2dgSAli9fLuv9cxuU7uHE6hrx//VFBQoUoLVr13LZTE5OJjMzMypatKgisudnz54lADRkyBBuW7kV4KnB+bePvObgBAQEEADq1q0bl50BAwYY3CC//vprReb3b/QOUBLv3r2T3KMkLS2N6tevTwBEbrCx1BCmhsOj/c6oVXILaIneK67xzIPRJnhqZ9hmzdiuyBkddF7xhv8CmGoRABo6dKhsOwMGDKDVq1cTAKpZsyYdO3ZM1nn09OlT2rJlC61Zs0akul2+fFm2QpR+/4k2bdrIssHQqlUrRR2cBg0aEABJ9XEfwosXL2ju3LmiaAk7eNU0M0IplbXcgn379okqditWrKCSJUvSqlWrJI0NDg4mU1NTKliwIEVHR8t6f1bz+CGBhA8hJiaGANCXX34pazwR0cKFCwkArVy5UtZ4pszVq1cvyWPYPYId+jLPnzu8vLxkNzPPCp6enlSgQAGytrYmKysrevPmjSK10Ux85+7du9y2WP/EVq1acdvKrcjOwcmRopYPfiQlJQF4T1GTgxcvXuDcuXOoWbMmAKBgwYIIDAyUnQ5luH//Pi5fvsxl49+Gubk5ChcuLOm1ZmZmWLNmDUxMTLBnzx4AMKA9SMGIESMAABs3bjRuonqoV68eAOCff/6RbUOfoiYXSlDUTp8+DQD45ptvjBp3/vx5g8fjx4+Hq6srNBqN7LnkVqSnpytiJzg4WPx7586dsukumzZtwpgxY6BSqRAXF4dvv/0W/fv3N9pO6dKlMWTIEBQoUAAAkJqaiiZNmsDZ2dloW0SEo0ePio/9/f0RHx9vtB0GRoHJiv4kZ24hISGwsrJC6dKluWw5ODjA09NT/GyrVq1CuXLluO4H+hAEAd7e3uL6llfQu3dv/P7777C0tIS7uzuio6Mxa9YsvH79Osex1apVw8SJE5GYmIgff/xR1vvz0tTs7e1hYmLySSlq3t7eAIAxY8ZIer1Go4GXl1cmGzNmzIAgCLLmkJvQuHFj1K9fHwsXLoRWq+W25+TkhD179mDw4MFISUnB1q1bJdMAPwQlaWqMohYREcFt63NDvoPzL4DV4LBNgRyYmJggPDwcnTp1AgCsWbMG8+fPR0xMDNfcJk+erMiGILdi/fr1aNCggcFitm/fPqMcwzZt2qBMmTL4448/suSVS4ESdTi5wcF5+vQpgoODUbVqVZQpU8aosRcuXDB43LFjR6xbt06RG0Juw6FDh/Dw4UNuO/oOTnp6OtauXSvLjoWFBdRqNQoXLow3b95wz8vCwgIA8O7dO9k27ty5gydPnoiP09PTcebMGdn2mINz5coV2TYYXr16hbdv36JSpUoiN54Hb968wYkTJ1CkSBGMHDkSfn5+UKlU3HYjIiLwzTffYOrUqejRowe3vdwEIkKRIkUMavRiY2Mxa9YsSeNnzpyJ4sWLY8eOHbKCeLwOjlqthqOjI2JiYmRvpuU4OOzedvPmTVy9ehVVq1bF119/LWnsnj17DO5x1tbWmDJlCjw9PRW5Dj41mjdvDmdnZ/z000/4+uuv8fjxYy57Q4YMQadOnUQH0tvbWxFHUEkHx9raGkWKFEFkZCR3QPxzw+d/xn4GyCgyIAdFixaFlZWVGA0qXbo0xo0bh+LFi8u2efLkSZw4cYJrw5zbMWrUKBw/flx0DgDg8ePHuHHjhmQbJiYmGD58OADAx8dH1jxYBofHwbGzswMAxMXFybbBHBxHR0dZ4+Vmb5KTk3H16lXx8dixY7Fnzx5YWlrKmkduR2xsLFfBKaCLpoaEhIgb4UqVKsHHx0fMCMtBkSJFkJSUxOWYABB/t9TUVNk2jh49iubNm6NIkSIAgK5du+LYsWOybD169EjMkCiRkWYCA1WqVOG2Beiyxunp6ejTpw/Mzc1RtmxZLntEhC1btsDFxQXnzp3DoEGDxPUhryAlJQVnz55FUFCQwfPr1q3DnTt3chxva2uLRYsWAQDGjRsnOhlSr8lKlSqhZs2auHv3Lh48eGDk7HUoUaIEBEGQHUSU4+Bs2rQJ9+7dEwWJRo8eLcmZ1mq1WLDgvRZUnz59cP/+fcyYMSPPrNMqlQrff/89AN06UatWLWzevFn2Om1ubtoU4qgAACAASURBVA4AqFWrFpo2bYqHDx9mYirIQZMmTaBSqRQVGkhNTcWrV68Usfe5IN/B+RfANiQ8GRwGFqUsWbIkl5309HT88MMPAPgyAp8DOnTogICAANSuXVt8bt++fUbZcHV1hVqtxpYtW5Ceng6NRmNUVM7R0RFlypTBvXv3DJSUjIESGRyW8TM2g3Pp0iWkp6fLdnD+/PNPUdFowYIFWL16NUxMTIyy8TkhJSUFp0+fxoEDB2TbePz4McaPH49ffvkFADB8+HDcvXuXyzlh1M7Y2FjZNgBlMjiDBg2Cv7+/OKf9+/djzpw5smzpO0b//PMPUlJSZM8LeO/gyA0EZMSOHTsA6D4zL54/f46uXbvC1dVVdOpGjx7NbTe3wdraGh4eHggPD8fcuXPF9U8QBLi7u0valA4aNAhNmjRBUFAQNmzYgHv37om/hRTwZnF4lNSICOHh4ShSpAhsbW0lj7t79y46duyIHTt2wNraGt99952kcQcOHMD9+/dRs2ZNXLhwAXv37hXpTXkJQ4YMER2TxMREDBs2DD179uRmsowdOxYAZGfZ9VGoUCG4uLggIiJCEWoZU3vjVXL93JDv4PwLUCKDw6CUg+Pt7Y379+8D4MsIfC4oX748rly5gsGDBwPQRVSNido4OTmhffv2eP78OY4fP45Ro0YZTQ+sV68eiAgBAQFGjWP4lBS1o0ePolu3bjh37hwsLCzQokULo6hO58+fh4mJCXx8fDB9+nRF6Dm5Geyad3d3l+3QVqxYEUuXLkWNGjUA6ByeIkWKiBkPOWBjeWlqSmRwsqI4ys1s6NfyvHv3LhMd0liwiP1ff/3FZQfQReEvX76McuXKyZZ3Z9i3bx9q1Khh8HkbNWqEL774gneauRZ2dnbw9PREeHg45syZAzs7O5w/fx5HjhzJcaxKpcKaNWugVqvh4eGBIUOGiEEaKfiUDs6LFy+QkpJidP3Ns2fPEB4ejuTkZJiYmKB58+bYunXrB8cIgoC1a9di5cqVCAwMRMuWLY2e7+cCe3t79OzZ0+C50NBQrF27lqsup0ePHnB0dMTRo0cVcUoYTS2jLL8cMIfu4MGD3LY+J+Q7OP8ClM7gWFtbGxXRyYhXr15h9uzZ4uO8nsFhsLa2xtatW7F27VpERkZKdjTS0tIQFRWFoUOHAgCGDRsGHx8foyM+rA5HrtCAUg6OqampAWVPCszNzQ3ojM7Ozti2bZvk8VevXsXhw4cxbNgwo973cwXLIERFRWHu3LmybDAnkBXwh4WFcc9LKQdHiQwOAy8vPC4uTuyvxKDvAMgBy+AEBQVxC0bs2rULADBgwAAux/7t27eIjIxExYoVDZ7Pi9mbrGBnZ4eZM2ciPDwcs2fPxrx583I8/yIiIhAVFYU6deogNjYW//zzD/z8/CSfc1988QXKli2Lv/76C1FRUUbPmcfBkSswoN9vJiEhATVq1MgxixMXFwdfX19MmDAhT9ZEZgSjqTG0bNkSs2fP5mIVmJubY8SIERAEARs2bOCdoujg7N69m9sWy9hnXCfzOvIdnI+M+Ph4xTI4qampiI2NRYkSJbhulLNmzTLYJP9XHBxAt2kcM2YM/P39JRcjm5mZYeLEiejTpw+A94sFy4ZIBW8dDq+DIwgCXrx4gWLFihldMKrfnPbdu3dwcnLC+PHjJY1NT0/H4sWLRYGM/wL0KVLLly+XVDOQHdgGh7cgFnjv4OQGilpGyF3Tzp49i169esHe3h4A0K9fP9y/f5/LcWIOTlpaGm7fvi3bDhFh586dAICBAwfKtgPorv9BgwYZNDouWrQoevfuzWX3c0OhQoUwa9YsnDt3LkdH3dbWFgsXLjQIZkVFRUluKqtSqUTxhsOHDyMpKQn37t2TPFc5Ds6LFy+wevVqMaBRrlw5EJFk2qW+g1OnTh34+PjkeG0VLlyYS1nzc0OLFi1QqVIl/PTTT7C3t8eqVauMoi5mh5EjR8LExAQbN27kXhuZg6MErYw5y48ePeIWpvqckO/gfGTMnj1bEZlo4P0iyUNPu3PnDjZs2CCmLIH/loPD0KhRI8mRT5VKhc2bN6NatWoGzxubwalbty5UKpWYwTG2yzaPg5OQkIDY2FhotVpZNzJ9B0etVuPXX3+VHO0yMzMTs1f/FbCgBqAr3h0zZozsDXeBAgVQrFgxPHnyhFvaNDdR1Bh4MzidO3fG7t27YWVlBQBo3bo1zp07J1vNSKPRGGyAr127JntuQUFBCA4ORp06dVC9enXZdgDdetGrVy9ERERg4MCBGDlyJIYNG2Z0AXhYWBhCQkIMztHPEYUKFRIdiA+95vTp0+jcubPB88ZEshlNbdeuXejQoQOuX78ueSybH3NKpdBVHRwcMH36dFGZ68qVK6hevbqk+w0RiQ5OsWLFcPjwYcXkyD8VYmNjsWfPHuzduxf79u3D/v37ceDAARw6dAiHDx/GkSNHcPToUaPuiyqVCp6enpg5cyb27t0LtVqNESNGIDAwkGuupUuXRpcuXfDy5Uvs37+fyxZj/CQkJEh2yLNCTEyMgVrl77//zjWvzwn5Ds5HRGJiIlatWiU6JrwUNSXqb8zNzREZGSlKb/bp00cRB0er1YpRgs8F+pv2nGBjY4ODBw/CxsZGfM4YB4eIYGtri2rVquHJkyfw8/ODq6urUfO1tLSEubm5rN+rR48eWLNmDQDdTd/X1xfHjx+XPF7fIZ40aRK+/PJLo+fwOSA2NlYRKU39aGvhwoURHR2N7du3y7bn7OyM9PR0g+isHORGihqD3AwOm4s+TE1NZdNNHj9+bEBL46nDUVJcwN3dHZcuXULdunWxceNGTJ48GSNHjjTajkqlQoMGDUTH+auvvkKPHj3g7u6O5cuX48CBAwgICMgzkrJWVlY4cOCAAU3Lz88vx3FEhIkTJ2Lp0qUAdI7GpUuXJPXt0mg0WLJkiXge3blzB/369cOpU6dyHKtSqVC9enVxnb927Rpq1aolSZafMUbMzMxw4MABo6X8cyMKFy4MW1tb/PDDD+jbty969+6NXr16oUePHujevTu6du2KkydPGq0iOHjwYFhZWaFVq1ZYtGgRUlNT0b17d26lMSY2wHoQycXFixfFv1euXCnbTkbp/f9UHU5W3T8/9VG3bl2urqZKISYmhsLDw2WP9/f3JwBUu3ZtAkCnTp3ims++ffsIALm7u3PZSU1NJQsLCypcuDBptVry9/eXbSsoKIhcXV2pXLlydOPGDa55MSQlJSli52PgwIEDYofnGTNmSB7n6+tLbdq0oYoVKxIAUqlU1KFDB8njWTduBwcHsrS0pNTUVDp69Kjk8cOGDTPoTg3AqO7zK1asIABUtmxZxTuwKwElukcTEd29e5fq1KlDkydPptDQUNl2+vXrRz/++COZmpqSo6MjCYLA1Wm+X79+BIDrWiUi2rJlCwEgDw8Pg+cFQTDKTkREBAGgJk2aiM9ptVpZc3J2diYAssczODk5EQDauHEjl50jR44YXCdVqlSRZUej0VDJkiVJpVJRZGQk1+fbsGEDASBHR0d6+vSpbDtarZa8vb2pXr16mdYDti7169ePgoODc7SVlpZm9HnzKaHVamnSpEkEgJycnCTNPSIigmxtbQ2+o19//VXS+2W15kpdU1xdXQ3GXbt2TdK4e/fuEQDasGGDpNd/Cty5c4fu3btHRLq9iFTExsbS0KFDszxvR4wYQXfu3JE9J0EQxDW2TZs2XPcTQRDENS0wMFC2HXd3d/HzlS1bVradAQMGGHxXpqamFBsbK9tefHy8pPXh3wSA65SFL5GfwfkAhg8fLrlBVlZgVKTHjx9jyJAh3L0PnJycMHz4cDRt2pTLTnJyMkaPHi1KHzdv3ly2rWLFiuH48eNYunQp6tSpI9vOkydP4OnpiRUrVnAVCN+7dw9r1qzhqnkAdMWpPj4+mXToe/TogWnTpgGQVoMTFxeHzZs3w9TUFC9fvhSbqBGRUVSxTZs2oVKlSkhKSkJqaiqqV69ulLoKq/9hqFGjBhwcHCSPZ9kub29vMRPp7+8PHx8fREZGSraTFYKCgrB+/XpR1U8OLl26BG9vbyxYsIBrPtWrV8ecOXOwd+9esaZDDjw8PLBw4UIMGTIE3333HVJSUkQKlRy0a9cOI0aMECWV5aJ69epwdXXNdK2yQnipsLW1haurq0FdFZNQNxZ9+vQR+0zxgF1PxgpoZETG8yckJERWzVJKSgoGDRqEQYMG4cmTJ7J7qQA66ouDgwMOHDiA0qVLy7ajVqsxd+7cTEInKpUKffv2xZ07d7B79+5MdNysMGHCBPTo0cOggNlYCqUgCNi6dSu8vLyMGpcR6enpOHz4MJYvX57ta9RqNZYuXQovLy88ffo025q2o0ePYtmyZQB099xVq1YZ/F9KBgeAQVsCQCeSUL58eUljmXIi+/vu3buSRA6io6MxevToTEX0gE7oxdvb24CuJAc3btzAjz/+KKuW4+3bt+jevTsCAwMxf/581KxZU7KKa6FChbB582YcP348E4tl48aNXDLPKpUKv/32G2rVqpXpdzMWycnJsLGxQe/evQ2YD8ZCXwkyIiLC6JpfAGIPJtYct1y5cpg6dSpXf53//e9/qFWrliINoz86svJ6PvWRWzI4f/31F508eVL2+L59+4pe88GDB2XZSEtLk/3+/xYiIiK4xm/bts3gu1qyZIlsW0uWLCEAtHjxYq45sSjumDFjMv0vPT2dWrduTd26dcvRTlhYGAGgFi1a0KlTpwwiKVOnTpU8n/Dw8ExRq3379kkef/369UzjIyMjJY/fuHEj9e3b1+A5Nzc3AkCnT5+WbCcreHl5EQBavXq1bBu+vr7i5+rZsyft3buXa04xMTFc4z8nhISEUPny5blsJCYmUokSJejZs2cKzcp4sDXk6tWrXHYGDBhAJUuWJABkYmKiyDneq1cv2r9/P5cNpTKn27Zto//9739ixqZPnz5GR7/fvn0rZqPLli1L165do969e9P8+fONsvPixQuysbEhU1NTun//vlFj9fHu3TsqVKgQWVhYUHx8fI6v37BhA23ZsiXL/1WtWpUA0Js3b4hIF5Hv2rWruL6sWrVK0pzatm1rsN62bNlS8uc5efKkOK5FixYEgM6fP5/juJCQEHr37l2W/5swYQIBoJ07d0qeR1bo1q0bAaB169YZNU6r1VKnTp0IABUoUIAAkLW1taTPlRFv3rwRszmenp60detWRbL4SrBH/Pz8SK1WU1RUlGwbL1++zHS/Xrt2rdF2tFotabVaunbtGgGg3r17E5HxGXt9hIaG0vbt22WP/xhAfgbHeNSvXx/t27eXPV5f/eLXX3+VZeP27ds4d+6c7Dn8G+BtBlalShWDwjeeCLyLiwsA4NatW1xzYhGirGoeTE1NsXv3bknFm0zOOz4+Hu3atUPr1q3F/xmTwSlbtmwm+c4mTZpIHu/i4iJGk5gdY2qQihUrhhUrVhg8xzjivBFzltXKKH9rDPSjSX/99Rd3H4f/iqIQEWH06NFiw0i5WLZsGZ49e/bZd8omIowcOVLsRt6yZUucOHGC63OFh4fj4MGD3FllJdoMALraAzMzM/Tu3Ru3bt3C3r17DTIGUmBnZ4eAgAD069cPT548QdOmTXHq1CnMnDnTqOiwg4MDPDw8oNFoMGXKFGM/ighzc3N07twZ7969w8mTJ3N8/ffff5+tqmPNmjUB6BpmArro/oYNG8SMrtQsZcZWDnXr1pU0DnifwSlbtqxoR0r2tnLlytlmDZhYRsOGDSXPIyNu3bqFw4cPo1SpUkbXkM6dO1dsyJuUlIQKFSogMDAQrVq1MnoehQsXxubNm3Hs2DGYmpriu+++U0TeWglBhitXrkAQBK6aSz8/P5QuXVps0NmtWzdZvZjUajXUarX43bBzl0eFt0KFCorUFP4byHdwPhJevXplkAI/ffq0rCL8ly9f4scff5StCPQ5oH79+vDx8REfy+k3wFCrVi0A/A4OU7/JrqjbwcEBixcvztEOEyWIj4+HSqXCwoULxf8Zu4nWpzg5OzsbJTZhbm4uNgNkhebG3BA6d+6M4sWLGzyXGx0cU1NT7Nu3zyj63ecOHtnP7du348KFC0Yr+unj+fPn4nn9uTs4KpUKzZs3x+vXrwHomgJ26NABAwYMkG1z9erVEARB3DDnBri5uWHfvn3iZl4ObG1tsWvXLqxZswYajQYJCQkQBAH9+/c36jyYOHEiypcvj2PHjmUqiDYGTM5ZahF10aJFs3yefSf6DqmjoyPWr18PQDpFjTkmzDE1RpildOnSsLW1xfjx40UKF886m5qaisDAQDg4OIh9teRg/vz5AIBp06ZlKe6RHY4ePYo5c+YYPPfo0SPMmDGDq9H4t99+Cw8PD9njPwauXr0KANi8ebNsoY4qVargwYMH4n5mwYIF2LVrl2x7LJgp9dzNK8h3cD4SspKS3LRpk9F2Xr58icDAQKM58p8bBgwYgOnTpwPgy+A4OjrCwcEB9+7d42rQx3rFfKh/gRQHw9zcHJaWlmKEvG7duujfvz8AGL0J14/gyqnDYnU4TG3GGAcnq4iPUg7Oo0ePYGJiwlWjxjakS5cuRaNGjbjm8znh7NmzYp8VY/Hq1Sv88MMPAKRHpbOCvhQ+r4Mj9wauNNjn4KnDAnQSr7/99hsAcGdwlARPo2h9nDlzBkuWLDF4jjVFlvpbWlhYiDYmTZokexPWrl07WFtb4/jx41zy5Vk5OADQs2dPDBw40GgHp0WLFgCMy+CoVCo0bNgQbm5u4jrLU38XGBiI9PR0NGzYUHb0Pjg4GPv370fx4sXh5uYmedyDBw8MIv4mJiZo27YtNmzYgLVr1xqtfpYRxvZ0+5ggItHBCQkJkS0x7+LiAisrKzGjlJycDAcHB9m/HXNweJsWf27IPWdGHsOdO3cwf/58kTIVEBAgawPHbrQzZsxQpOdEbsa8efPQtWtXrgyOSqWCi4sL0tLSuIp6TU1N4ejoiGfPnnFnz2xtbQ0oQAsWLICZmZnRGRx96oFcB6d169aifK4xFLWswG68cm9QSUlJSE5ORlRUFMqVK8c1nzdv3qB3796Sm4/mBYSHh6Nfv37ZRqJzwpQpU0THUG4GJzg4GBs3bhQf8zo4uUXClBUs82YCN2/eLF77Dx8+5MqU5Ua0bdsWW7duhZubm4HTdPz48Q8W/GdEt27d0LJlSwQHB4uZEmNhbW2Njh07IjExkYvWzRycrBq8rl69Go6OjpLssO+jSZMmsLGxMTpDvXDhQtjZ2SE2NhYqlYrLKWUbbdYewhiwfceCBQtARJg6dapkwZSEhAR0794dKSkp6NChA3x8fBATE4MzZ87g+++/z3NU4NDQUIM1cPPmzVz29B0cHuQ7OPlQFBMmTMCMGTNEDqW5ubkspSB2o42IiMDq1asVnWNug1qtxvbt22Fvb8/lVOjT1M6cOSM7I1SyZEloNBruTZutrS3evXsn9gxxdnbGmDFjjF7c9R0AuQ7O999/Ly5yvJzlt2/fwsrKyiiqgj66d+8uRrcrVKiAyMhI2dRCBwcH/Pbbb1zc4s8JKSkp6NGjB968eSN5w6WPCxcuYOvWreJjrVYr65rLSJ/luVYSExMxYcIE7mamSkCJDI5WqzXoX6HRaLiCLrkRTIVz48aNeP78Ofbu3Ytvv/0WJiYmmDZtmuQu7CqVCsuXL4darcasWbNkKzQxmtqBAwdkjQd0a5GFhQXu3LmTKQtVuHBhDB06VJId5pDY2Nhg0qRJRmcaGKU4NjYWdnZ2XJkKufU3Wq0WAwYMwP3797Fnzx44ODgY1Xvp0KFDmDZtGmJiYnDixAkMGzZMdkDmY0OJdYdlbxj27NnD5Zww1gbLkMtFvoOTD0XBou1sEytH4g8wbCa5YMECMeKaV2FjY4MDBw7IWhSePXuGKVOmiBGnOXPmoH379rIjXznV4UgFy3Dod7H28PCQ7eDUrFkTVatWNXoeVatWRdeuXUWKBY+DQ0R4+/YtFz3NysoKEydOBABcvnwZZcqUkX0TnzlzpmK0m9wOVgjPum4b6+CkpqZi1KhRmTJvxt78Lly4gOPHjxv8ZjwOzvLlyxEdHZ0r1jj2OXgyOEePHkVYWJjBc7mJpqY0rKys0KdPHxw7dgzR0dFYunQplixZIrkxce3ateHm5oY3b95gzpw5SE1NxYYNG4yaw/+xd91hUVxf9MzSWaoNVLBXxAqioiIodmM0lthijzHGHmMUa2JUjBVj1NhiiSXG3mPvYOzYI6AgCAhSlA479/cHv5nsCsGd99YEDOf79osQ3t23szPvvXPLuZ07d4apqSkOHDjAfJgzNjaGi4sLEhISEBMTk+f/69tAVltgZsqUKUxzycnJQUpKCrc8fFBQEARByNMu4G0ICwvD3r174evrC1EU8eWXXyoSuxg4cCAGDhzIPf9/AsePH+duVh4YGChHt2xsbGBmZsYVlS6O4PChmOC8YxiS4CQnJ2Pu3LmKbRQGj6gSVKpUCVZWVorHlS1bFqGhoXKKw6NHj2Btbc188JVqbAqqw9EH2hudhFKlSimOfEiL1MKFC5mIgEqlgpmZGbKzs2FkZMQV7UhLS0NOTg4XwalZs6aOvY4dOzIXPRtC/aaoYMWKFToKPUqJclZWFi5fviz3c2rbti1MTU0Vp09ZW1vj2bNnqFSpEoDcfjasBCcuLk4W7cjvUPlPQ1p3eSI4ISEh2LFjB0xMTGBjY4M2bdpwCw0kJSXp9McorChTpgzGjh2LnTt3KlrL58yZAxsbG/z4448YNGiQTvqjPrCxsYGvry8SEhJ0OsErxd/V4SidC5C77rP2wDJEnWN0dDQiIiJQp04dxXvh/fv3Afwl/LNz504MHjz4vUu1BHK/a+2IKwtq1KghX7OyZcsiMjJSzihhQTHB4UMxwXnHMCTBUavVWLly5d82KPs7REZGMgkcFEXMnj1b5+cKFSow2ypIKloJ8iM4LJAWKXd3dy47OTk5Bqu/4dl434xCTZ48mWtORQ1Kn2Mgt6GpJAwgQWmUwcbGBqVKlcLvv/8OAJg/f778byVo3LgxzMzMEBYWhlq1amHHjh0YNWqUYjsAMG/ePDnCWRgIjiFS1CZNmgRvb29kZ2ejevXqOHHiBHr27Mk1r3nz5uHRo0dcNv5p6BspTkhIwKNHj9CuXTtoNBrs3LkTt27dQkpKiqL3U6qmlh8MTXBYITVR5YmAXLlyBQCbPPSbhDwmJgazZ8/mamBZWPHgwQOsXbuWqamvhAkTJqBSpUowNzdHQkICzMzMuAhOcYoaH4oJzjuGlD7CSnBevXqFkSNHAsj1tEZERCi24ezsjIkTJ2LXrl1McyhKqF+/Pnr06CH/zNOjp7ARHOmgwCv1mJ2dbZD6G4CP4GhHcBo3bgwvLy+uORUViKKIefPm4ZdfflE0LioqCj179tT5/u3t7ZkOG69fv8alS5dQunRpNGzYEN7e3rKkuRJoH54EQYCnp6diG+Hh4Vi5cqX8c2EgOIYSGZBSXipWrAhBELi6pD958gQBAQGFIoXvXUCtVmPJkiU6+5RGo5HvMX3RtWtXqFQq7N27l7mW0xAER3qetFOTlcIQCmo8/W+kaASQ217g+PHjcsT2fcPDhw+RmpqqOC0yP5QoUQIJCQncqpCGiuC82Qfnv4JigvOOwRvB2b59OxYvXgwjIyNcuXKFScdepVKhVq1a6NevH5Ontqhh9uzZcvrV+xjB4V2kcnJyCh3BmTx58n9CICApKQndu3fHtGnTdIi4PrC0tMT9+/fRq1cvALm1XSwCA0BuI7mcnBy0bdvWIMXLLOpMEmbNmqWT8lIYCI4UweEtiJYIjiEOhVOnTkVWVtZ7S3DMzMywc+dO9O/fX+f3Fy9eVGSndOnS8PLyQnR0tGJyJKGwRXB41lmeZ1SK4KjVahw5ckRxQ9iiAiLCgwcPAADLly+XBYFYUaJECWg0Gi5yCxg+Ra24D04xDAqJ4LA246tTpw4sLS1Rt25dREdHMyuC1alTB9nZ2ejevTsuXbrEZKOowNXVFb179wbAF8GRRAakGhxWb2BhJDisKWqvX79GWFhYHoLDMqdSpUqhRIkSqFq1Krp37840n6KEO3fuoHHjxjhw4ABcXV3h4uKiaLy9vT1EUcS+fftgZ2eH69evKy4aliA5Otq3b880XgJP+guQe4DcvHmzzu94GpcaCnFxcbCzs+NO5QwPDwfAT3CCgoLw66+/AsB7S3CA3DVu8+bNGDFihPw7lv2KN03N2dkZ1tbWuHfv3r+67vNEcOLi4pCTk4OrV6/C2toatWvXVjReo9Hg4cOHMDU1xb59+7icGIUdL168kK91dHQ0tm/fzmVPaqbNqgYo4V2kqKWmpip2GhRVFBOcdwzeCI4EaXHh9Uilp6ejc+fOuHXrFtd8CjtmzpwJQRCYIzhHjx6VN5XIyEisWbOGWaa7sBEcnhQ1tVoNT09PuSD8zz//ROvWrXH79m0me7Vq1cKXX36ptzJRUcXWrVvRpEkThISEAIBMwJVi06ZNyM7OxsCBA1G1alWsWbOGyY5EcNq2bcs0Hsgl/H/88QcsLS2ZxSEiIiJw5MgR1KhRAwDg6en5r0dwMjIykJKSwt3kEzBMBIeIdOqu3meCA+RmHKxevRpffvklgFxlKqWe527dugHIJThEpLhuSRAEuLq6IjU1lVlZ69+O4HTv3h0//vgj0tLS4OHhAZVKpSii8OTJE2RlZWHbtm3w9fVV/P5FCVL0RsKiRYu40ssMRXAMFcFRqVRQqVTIzs7Gzp07ufpEFSUUE5x3DCmH21AER9++Am9C+wCSnJyM9u3bv3c9GbTh4uKCvn37MkdwTpw4IefLX79+HZ999hnzIaUwERwi4orgqFQqNGrUCOfOnQMAnDp1CjExMYq6dGujZcuWeveVKIrIysrC2LFjMWDAAKSnp8u/259AgQAAIABJREFUl9LMlICIZELz6aefAgDMzc0V2wkLC0NISAjq1asnRylZ8PDhQ7x69Qru7u7MhLlTp07w8vJCaGgoypUrh3PnzuHjjz9mnpM+CAkJKTASbgiJaAnaNTis2LVrl05/jfed4AC5BGPhwoWYPXs2UlJS8m26WRCcnZ3h4eGBsLAwLFq0CH369FE8B940NakG598SGRBFEePHjweQqyjq7OysU1PzNty/fx8//fST4lTaooiHDx/q/Hzv3j2udH4ptZX3Wc2P4Ny4cYMpqmhiYoLs7GysXbuW+RxZ1FBMcN4xzMzMYGtry01wPDw8ALBHcN7MnY2Li0OHDh2YU96KAmbOnMlMSkaOHJnH29WoUSMmW4VJZECSDOepwXmzyeigQYOY62f8/PyYJVSLAvbt24fHjx/rCAHUq1ePqY/RuXPn8PjxY3h6ejJHTADDpacZov4GAG7fvg2NRiMTpa5du3LZKwiJiYno0qVLgXK52gpqPIpKAD/ByczMzNND5b9AcIBckjNr1iwsXrxYUZrarVu30Lt3b3mtmzx5MtPaW7duXQDsBMfU1BTm5ub/WoqadgQyMjISLVq0UPSstmzZEsOHD1f8vv80DFE4/+DBA3z00UcwNzeHra0tDh8+zHU2epcpatOmTWM6T5qYmCAjIwOBgYG4evUqtwBCUUAxwfkHUKZMGbx+/VrHg6sUtWrVgrW1Na5du8Z0wC1btizs7e3lg+3QoUMRFhYGJycn5jkVdtSsWZOZ4NSoUUMnfadUqVLM16owRXCke4entqB58+byvwVByFMUrASFtTnny5cv8eeffyIsLAwRERGIjo5GXFwcEhMT5Uay+qB3794YO3asThE9a3qaFL3Rrk9gQWGpv5Fw/fp1AGCOAuqL7Oxs9OrVC7GxsQXed5KCmomJCTZu3Mj8fkSEp0+fwt7ePk9TVX0RHh6OZcuWyRG7pk2bch+aihomTpyIzp076/33DRo0gIWFhXxfAWxOIUMJDfxbKWraBMfU1BTz589XNL4oNOcEchsOHzlyhMvGiBEjsGvXLlSuXBnJyclo3rw5F7l7VylqgYGBOHbsGJ49e6bYlomJiXwGjY+P525qWhRQTHD+AUh1ONo9bZTCyMgIjRs3RlpaGlOzOEEQ4ObmhhMnTsDOzg6bNm1S3Ifj2rVrqFevHtRqNWxtbVGyZEm4uroyPWwS4uPjcfDgQebx7xKff/65/O+GDRsqjlJkZ2fj/PnzOqkKp0+fxpkzZ5jmw0twJkyYIB9uVSoVdu/ejXXr1im207hxY3kuvr6+hZIkr1mzhksJR6PRoHPnzqhatSoqVqyIcuXKoUyZMhgxYoQir/6LFy8wZMgQAMCWLVvg4ODARHDi4+Oxe/du2NraMqW3ScjOzsbp06dhYWGhQ1RZYKgIjnQQ5e3vVBCICKNHj8apU6feWpcnRXCioqKYI+aSnfT0dK76mxo1auCDDz6QU4s2bNiAVatWMXtfiQj379/H999/z60O+U9CqXJoQECAzrrEsma+SXBYHJQ2NjbIzMxU3Bjz/v37SE9P14ngZGdnK0pN0iY4Y8aMUXwNiwoaNGiAbt26Yf/+/cw26tSpA0EQUKVKFQBAaGgo15zeFcGZNWsWADATHO3n4OrVq1xzKwooJjgFoH///kx9C97cfFxdXeHm5sYtPejp6Yl69eohOTmZafyGDRvg7e2NCRMmoEyZMooJjru7O4KCgjB8+HC8evUKCQkJiIuLg6OjI9N8AOCHH37AwoULMW3aNG5JRSC3diYsLIzbTkhICMqXL4/y5csDYEtPMzExwZQpU+T87507d6JNmzaKO89LevrS9cnOzkZ0dLTiTdPOzk4uvn3w4AF69uzJdPiytLSUve0tWrQwSJrjo0eP5LoeHiQkJGDKlClYsGABVz8Dc3NznZ5TTk5O2L9/P3777TdFdSuhoaHQaDQYPnw4BgwYgB07dqB69eqK5xMREYEqVargk08+kTc9FsTGxsLV1RW+vr5M9TsSRFGEo6MjXFxc5GeEFdbW1nB0dOSO4FSoUAH16tXL9/oEBATIEbC3pYuZmZmhbt26uH//PhfBefXqFRo3bowGDRow2wBy95OSJUuiYsWKqFmzJnr37s2cEpqcnIyWLVvC3NxclsFnQU5ODi5evIjo6Ghs3bqV2U5aWhqCg4O51+zMzEzcvXtXrqWws7PDzz//LP9/JQTn3r17OH78OEqWLIkyZcrg4cOH2LVrF8aMGaNoTiEhIXLGhNK9LSQkBLVr15YPod9//z3at2+v6HuX6kDs7e0xbdo0vHz5Ejdv3uROl09LS8Mff/zBTZAvXLiA4OBg7pRLBwcHuLq64sqVK8yKdxLq16+Phg0bcp/VnJyc4Orqyhy5lWBjYwMXFxdUqFABFy5cwIkTJwCwEZw3RVNY63D8/f1hb28vk+9CDSIqdC83NzcqDNi6dSstWLBA8biDBw9SbGyswecjiqJB7KSkpFB6ejqXjdOnT1PFihXpxx9/5JpHiRIlCAABoK+++oprTtnZ2eTo6EhGRkYUFxfHZWvixIkEgLp3704AaMeOHUx2JkyYIH8+AFSiRAnSaDSKbJw+fZoaNWok2+jUqRPVrl1b8f0QFBSkMxdbW1vKyspSZEPCpEmTyMzMjADQwoULmWxICAsLIwBUq1Yt7ntc+t4AUJkyZej169fMtubPn0+CINDo0aMpOTmZ2U50dDTXPCSIokipqancdoiIcnJyDGLnbd9XSkqKQd6HBwcPHiRBEOT74osvvnjrmL1798p//y7WchYYav0PDQ1ltiWKIm3bto2mTp1KAMjBwYH69+/PPJddu3YRABo3bhyzDSKiR48eEQDy9fXV+f2YMWPktU5fWFhYkFqtpnLlypG1tbV8H4wfP17RfDw9PeWxDx8+pPXr1+s9Pi4uTmetBkADBw7UezwR0bp16wgALVmyhIiIfv75ZwJAs2bNUmTnTVy9elXeG3lQu3Ztsra2Jk9PT1qxYgWXLUOsr/8EoqKi6OrVq0xjfXx85Hth4sSJisd7eXnp3E9eXl5M8zh//jyNHTvWYOuRIQDgGuXDJYojOAWgX79+mDx5suJxkZGReQpDDQFDNUJUq9Vc3lsA8PHxQXBwMDp27MhsY926dToh3J07d+K7775j9sIcP34cMTExaNu2LbfE67Vr1wAA48aNg7GxMbPAgCR/K6Fly5aKGyu2bNlS7qcBAEeOHEHLli0V3w/u7u5y6BzIraVhrcVp3rw5WrZsCQCKlHnyQ+XKleHm5oaHDx/i5s2bTDaICAEBAdi9e7f8uxcvXiAgIIB5Xt7e3rh8+TJ++OEHrlohR0dHWFlZMY+XIAgCV/RGG/rKcr8tSljQPXj8+HHmPiQSoqKimCPWABAcHIy+ffvqRNX1KfjXTt1k8XRGRUUpHvM2GGr9r1KlCrMtQRCg0Wjkeo7Y2FguwRIpXVA7WsoCqUblzfRRf39/1KhRQ1EEx9LSEqIowtTUVCfyokQoIjQ0VCcFqGXLlti7d6/e40uVKqXTCBnI3XOVoFSpUqhSpQpGjRoF4K8UO15RF20RDh5YWVnh9evXuHz5MnM/L21bhR1EJGe/KMWZM2d0UtuVRnAePXqEjIwMtGnTBkBuVtHNmzdlIQ4laNmyJQICAopEY+5igvMOkJaWhp9//vm9b6hpY2PDnNebnZ2NJUuWyD8bGRmhZ8+eGD9+PHNndakgeNCgQUzjJWg0Gly/fh1WVlZo0aIFBg8ejKpVqzLZejOM6+XlpdiGsbFxniLbDh06KLZjZGSEdu3ayT9LynwsaN68OYYNGwaAn+AAkIUKWNNdBEHAiBEj8Pnnn+uQkYULFzLnQTdt2pS7gL4o48mTJ5g5cybT2EuXLqFbt255CL4SpKWl4aOPPmI+kImiiF27duWRuX1bDU5kZCSOHj0q/8ySpjZ9+nTu5nyFFf3799cRqCgMBEcqiH+T4FhaWmLLli2KbFlYWCAjIwN+fn46v1dCcN7sLxUXF6d47X+zRk4poShVqhT8/f1hZmYG4C+Cw+vclGqJeWXUpXV6yJAhXHtRUcGGDRtw9OhRxT3fiEiuvZGglOBUrlwZV65cQb169QAAs2fPxsmTJ4tGmhkHignOO4C0sX3xxRdckr7vM3bs2CFvak2bNsX169exaNEiZk9MYmIi9u/fD1tbW3z44Ydcc3v06BFSU1PRqFEjGBkZYd68ecyk601PLgvBAaBDcIyMjNC6dWsmO9oRt2rVqjHZAHI3t169ekGtVuP+/fvckpN9+vSBIAjYvn07NBoN0+HQwsICX3/9NUJDQzFmzBgYGxsjOTlZbkpaDP1x/PhxuLu7MxH7mzdvolOnTkhPT4eLiwvT+xMRhg4dioiICB2JbSVQqVT49ttv5ehr69atYWVl9daD6saNG3WiyCwRnIsXL3IpsBVmCIKAVatWydFEnia9pUuXhpmZGTfBMTExgVqtzlcAxMPDA1999ZXetiwsLEBE6NOnj869ooTgGBsb56nV4yU4Sveg+vXro2fPnvLPkvojbwTHkATH2toa8+bN47JTFBAeHo4JEyYAUP683Lx5E87OznL0pVSpUooJjrSGSvVXZcqUgYeHh1yn9b6imOC8A0iKF7dv38aqVav0HvfixQucP3/+XU2r0ICI8P3338POzg4//fQTLl26xCTmAOSmksXHx2PHjh3IyspCnz59uBdwKbVACpvzLOQSwbG2toaVlRVzwbF2JMHT05O5eFE7gsNbSGlkZITatWvj9evX3Ck5ZcuWRevWrREdHY0jR46gU6dOTOFzIHcDWL58Oe7fv48ePXpg+fLliImJ4ZrffwVEBH9/f3Ts2BFJSUmyKIW+ePjwIdq1a4dXr16hcuXKsoKgUnz33Xf49ddfuRX6RFHE8uXLAQBLlizB9u3bCzyoiqKI9evX60Ql/vjjD0VpsxkZGQgLC8OSJUuY7+HCjsqVK2POnDkA+CI4KpUKzs7OiIuL42qjAEAufM7vu/Lz89PbCSMRt5ycHEybNk3+vdJeRtr3rqWlpeI0Z4ngSIdTpQTHyspKJ43IUClqEsHhTVGzsbHBrFmzuESKigJEUcTQoUPldEelz0ujRo2wdetWOeK1Z88eDB8+nGlt0SY4/wUUE5x3AG3v8/Tp0xEbG6vXuNKlS2PEiBHYvn37u5paocDRo0fRsGFDPHr0CCNGjGCOjgC5ErMdOnTA2rVrAfCnpwF5CQ4PJIWxrl27wtPTk+swIIElPU2Co6OjrHrFU9sgQfLQ86SpJSQkYP/+/bJMcM+ePXH+/HmkpKRwza169erYtWsXjh8/jlOnTnHZKooICQnB/Pnz9d4IX79+jd69e2Pq1KkQRRHe3t6KyP3Tp0/h6+sr5+izNiPdvXu3nBrHS3AOHz6M0NBQeHt7o379+ujSpUuBKnjPnz/HokWL5BqTSZMmoUuXLggJCdH7PR8/fgxRFBEWFoZ9+/Zxzb8wY+zYsXBzc+Ne0wyZpkZE+dY4mJqa6l0zIBGA9PR0DBo0CBUqVIBardapX9QH2t5xT09PxfWONWrUkOtoAOUE503wEpwbN24gMjJSfr5Lly6NzMxM5iwVDw8Pxcp0RRGrVq3C6dOn5Z9ZI57BwcEAcmWxZ8+ezWSnmOC8AUEQNgiC8EIQhLtav1soCMJDQRCCBUHYKwhCvl2oBEF4KgjCHUEQbgmCcM2QEy/MkCI4QK5UqL5CBYIgwNvbG/369YO/v/9722m2cePG2Lx5s0EessTERFy/fh03b96EsbExVq9ejQULFnDZlAQGDNGXIyoqCkZGRhg+fDhzehqgG23hbdAoyfHyNh4FDENw7O3tsXXrVvl7kwrbDSEbDuR6QnmakRY1hIaGYsiQIahVqxbq16+v10b4559/omnTpti1a5f8O+30lrchOjoavr6+OpE8qRO8Ety8eRMDBw6Uf3Z2dlZsQxuSyMS4ceP0+nsnJyf06NFDzk2vW7cutmzZoihVT5IqBoDFixcrmG3RgrGxMdatW8dd06FNcJ4/f8783EtCA7x1BdoEx9TUFNOmTUPFihUVF1VrExqWtV8QBHh6esqpxIYiOKzfV3p6OmrVqiX3Ulu3bh1at27NfGD/7LPPmNNPiwpCQkLynP9YrldKSgpCQ0O5ouJALsExNjZmahxbFKHPE7MRwJsu4xMAXImoHoA/AUwtYLwPETUgonfXxa2QQTuCY2Zmhq1bt+LChQt6jZUOr1OnTsXIkSPfyxoe3txdbWhvZjk5OThx4oTcWJEFWVlZuHXrFkqUKCF7zliRk5ODmJgYlC1bFl5eXvj444+ZbUkEx9zcHA0bNuSal3RwLSwRHEEQsGbNmjw9eQxFcP4rePLkCYYNG4aaNWti48aNaNu2LTp16vTWcRcuXICHh4fOdygIArp3767X+2ZnZ2Pq1Kl5Dk5KCU5MTAw+/PBDHQcRTwTn7t27OHXqFCpXrowPPvhA0dg36wyUHEoePHgg/zswMBCXL19W9N5FCQ0aNJBVupTi3r17mDt3rnxw//HHH9GwYUPmA/jfCQ0oxZvNFQcPHoxWrVoptqN9z0iKk0oxZMgQORWMl+Dw1uA0atQIGRkZcv3Hrl270KVLF2Y1LZ7arX8aRIQVK1YocjprNBoMHTo0T10xS8RTajYriQSwQBRFxMXFoUyZMkVCAc0QeOsTQ0TnASS88bvjRCSdvIMAFL5W5v8iJPUfIDdNJjExUe+NWtsjsmbNGnTt2rX4oFcAtDczIyMj7NixgysydPfuXWRmZsLd3Z17EYiJiYEoiihfvjxUKhVXUb8U1ahbty73RiflPBeWCA6Q633dvn27zuJffN/rh6dPn+LTTz9FjRo1sGHDBmg0GhgZGekdPWjZsiUePXqkk7rVsmVLvXPjTUxMsHHjRowYMQLAX6k5SlLURFHEjBkz8qSP8RAcKXozZswYxYcpnjoDbYIDAIsWLVJsIzo6WvGYfwtKa1Mk1K5dG5s3b8aGDRsAAPv374ejoyOzdL2hCI52BAfITW+T6o2UQFrLGjVqhCZNmjDN5cMPP5QP1f92ipqFhYXOAdvIyMggKeGFHTk5ORg+fDiCgoIUnQk0Gg2OHj0qP/9NmzaFhYUFE7GT0tN4CE5SUhJycnL+M+lpgGFqcIYCOPo3/48AHBcE4bogCCMKMiIIwghBEK4JgnBN2lyKKsaMGYNdu3ahWrVquHv3LtLT0/WWU7a1tUWzZs3kn48ePYpWrVq9tWuwRqPh7uJbFKG9mc2dO5crDQwwfHoaAO5O78BfERxWWW5tSAIFhojgVKpUCebm5rKSGk9aZdOmTTF37lz552KC83bcuXMHbdu2xbp163SivaNGjVKkYObv74/o6Gj4+PigdOnSitLTgNzDk7+/PwDg5MmTaNeunSKJaJVKhbVr12LixIkAcg+/RkZGzAQnPj4ev/zyC6ysrDB06FDF43mUorQJjpOTE06ePKmohgfIVXLTlqp+H6FSqfLUYLCkNUp4VwQHAJPalERwRo0axUwqBEGQ9/V/m+AA0CFqnTt3Rrly5bjmVNiRnp6OHj16YMOGDYr7EJmamkKtVst1eDNmzMDRo0eZlGINQXCk+htDZtAUdnA9MYIgTAOQA+Dvmlc0J6JGADoC+EIQhL89fRLRGiJyJyL3ov4F+Pr6QhAE+YE4e/asovFv1lhYWVlh5cqVBRYLC4KAsWPHYvTo0Th16pSixmZFGdJm1rlzZ0VSoG/i2rVrSE1NNajAwLsgOLz57sBf/Qd4IzgZGRmyklpiYiKuXr3KnK4iYdKkSbLS23+N4IiiiMePH+PXX3/FlClTMG7cuLcKLdStWxe///67TgF0iRIlMHv2bL3f99SpU1i2bBns7e2xZcsWzJ49W45A64u1a9ciOjoaPXv2RIMGDbB7926m/PoVK1YAAJYtW4YVK1YwE5y1a9ciIyMDgwcPZlIc1C6kVgKNRoPq1avL/Zy8vb0RHR2t+FBZtWpV9OzZk6kHT1HCoEGDdPpWFQaC82aKGiskTz2vU8rQBIdnD9EmOMOHD+eaT2FHUlIS2rdvjwMHDgBQ3mgVyL3mx44dg5WVFVq3bo1WrVoxRTwNSXCKIzh6QBCEQQC6AOhPf+O2JaLn///vCwB7Abz/3Zy0IPUq0e5Aqw8kgiM16PLx8cF3331XYGhTpVJh/vz5OHPmDHx9feHo6IjBgwfjwIED3PKbhRmJiYmoUKECNm3axLUB3Lp1C82aNZPVTsqXL4/9+/dzRSQkBTVeJSjgrxQ1QxRlGorgHDp0CO7u7vKBonnz5vJnZoVKpcLmzZvh4ODAraJWmJGTk4Pg4GBs2rQJ48aNg5eXF+zs7FCjRg306dMHhw4dgp+f31u9fQ8fPoSXlxcSEhLkmrFvvvlGb8WnxMREDB48GACwevVqlC9fHp9//rkiUq4dvZHUz1i8lLdu3cLFixdRo0YN+Pr6YuTIkUyHw+zsbPz4448AwKzSFBcXBwsLC6jVakXjVCoVdu7ciRYtWgDIFXxQq9WKnRy1atVCWloaOnXqlCfl7X2CtbW1ToStMBCc/CI4LJAiOLxS4RLB4U2ZNmQEp2zZsjo91d43REdHo1WrVnLttLOzM9NadPLkSaSlpaFjx47MxJKIEBwcDAsLC+aG40AxwdEbgiB0APA1gK5ElK+bQxAEtSAI1tK/AbQDcDe/v31f4e3tDQA6EoH6oFGjRqhWrRrOnz8PCwsLzJ8/X69NztraGvv27YOdnR0SEhKwadMmfPjhh3JTRqmJ4vuEtLQ07Ny5k7thlYODA+7cuYOwsDAAuRKWd+/e5dpU3kUERyK9PDBUitpHH32EtLQ0PH36FEDuod0QKXQODg7YsmXLe9sJHsg9tGzbtg1DhgzB8uXLceHCBTliVa9ePZw5cwYODg4F2rh9+za8vLwQFRWFIUOG4MKFC3B1dcXIkSP1nscXX3yByMhI9O/fH7179wag/CClHb3hOaBK0ZsvvvhCdlawPH+7d+9GVFQUOnfurChNToJGo0FCQgJTKocgCBAEAeXLl4eJiYm8nihF9erVIQgCEhIS0L59e27HQWHGmDFj5O+Z5/4xlIqaFMHhJTiSQ5JXKIg3ghMWFgYi0hEZYF1ba9asCRsbGwwZMsQgLQ8KI0JCQtC8eXM5agLkOplZ1qK9e/cCgOJ+Ytp49uwZkpOT4erqyiXMUExw8oEgCNsBBAKoKQhCpCAIwwCsAGAN4MT/JaBX//9vywmCcOT/Qx0AXBQE4TaAPwAcJqJj7+RTFFI4OjrCxcUFf/75p6JGiEZGRjhy5Ag8PDzwzTffIDs7G5999pleNTbVq1fH9u3bdRbD1NRUPH36FFWqVClSyiX6wM/Pj7mAUxtvHiYdHR0xfvx4LpuFleBYWlrCyMiIO4KjUql0GuEBhqkRAoC2bdsqTpMqSjAxMYGHh0eeQv5GjRrh9OnTbz1cBwUFwdvbG3FxcRgzZgzWrVuHcuXKYd++fXofPLZv347t27fD2dlZJhdKkZGRkSd6w4KXL19i69atsLKykiNKrFAqDZ3fXIiIq5GhkZERKlWqhNjYWKbDpIWFhawq+OzZM7Rv3x4JCQkFDyqiqFKlCj744APY2toyRbuzs7ORlZWlE8GJj49nFj4pbBEcXpGBQ4cOoXnz5rL62ezZs5mVRlUqFTw8PJjq2ooCsrKysGLFijznAZb0tJycHBw4cAAmJibo3Lkz85wMkZ4GFBOcfEFEfYmoLBGZEJETEa0nompE5Px/+ecGRDTy/3/7nIg6/f/fYURU//+vOkQ0t+B3ej8hPRhK09SqV68OAJgwYQIaNGiACxcuYP369XqN7dChg9yoTkJ4eDi3Mk9GRgaePHnCZcPQMFR/kzcf+tmzZytOT5Fw6dIlpKam6hAc3p5GhiI4165dQ05ODmxsbJCcnIzo6GhZxYgFH3/8sY46nKEIDlA4iyFjY2Nx9OhRREVFMX2nRITjx4/Dw8MDPXr0QHR0tOx08PDwwKlTp94ajTx9+jR8fX2RlJQEPz8/BAQEyIcffVMYIiMjMWrUKAiCgE2bNjH3RTBU9GbDhg3IyMjAwIEDdWoylOLKlSsICgqCi4sLfH19mWzwCAxoQ0oZZF0za9WqJf/7/v37+OCDD7jrQgorxo0bh7p16zJ5yVUqFVq0aIEtW7YAAE6cOIEaNWow1/BJBIf3WksE59+O4Pj6+iIwMFDe/1evXs2VXjZlyhSuVKnCDFNTUyxbtgweHrnVFNIZQMrGUYLLly/j5cuX8PHxYaoDlFBMcNhhCBW1YhQAqQ5HaZqaBGNjY6xZswYqlQqTJ09GTEyMXuO++uor9OnTR55DXFwcunfvjkGDBukVwo+NjcXx48excOFC9O/fH66urrCyssL169eZPse7gqH03LU9NjVq1ODyUN29exeurq64c+cOAOhI6CpFRkYGRFHMU4PDSpjOnj2LSpUqIT09HSkpKahRowbCw8OZbAG596efn5/8syEJTmFE6dKl4e/vDycnJ5QuXRqtW7fG+PHj8fPPP+P69esFen0vXboEHx8ftG/fHteuXYObmxt+//13dOzYEZ6enjhx4sRbicahQ4fQqVMnpKamYv78+Zg7d67iZ0AURQwePBhJSUmYOHEik3cSyL03JUcKT/RGo9Fg5cqVAIDRo0cz2wF0ozesa4OhCU5oaCjTeG2CY2JiAhsbG6xZs4ZrToUVPj4+zM4qIyMj+Pr6YufOnQByU4zS09OZ+4W9bylqtWvX1pFfNzEx4UqZatOmDfPYd4W0tDSEhobi8uXL2LNnD1atWoVZs2Zh5MiRWLdunaL9Mjg4GCtWrICtrS0CAwPh5uaWp0ebPjBEepo0H+DdEJz3tZm8DEnatTC93Nzc6H1BfHw8CYJAlSpV4rIzduxYAkB9+vTRe0xqaio1aNCAoqKi6OjewyLfAAAgAElEQVTRo1SuXDkCQE5OTnTixIk8f3/t2jXq0qULOTo6EnIlvnVepUqVopUrV9LBgwfp5s2bFBcXR6Iocn2uwgRra2sCQLt27eKyExQUlOfa7dy5k8lWXFwcubu708CBAwkADRgwgHr37k337t1jshcVFUWCIOjM7eTJk0y2JGRlZVGlSpUIACUnJ3PZKkzQaDQUHR1Nf/zxB+3Zs4cCAgJo0qRJ5OXlle/zAYAsLS1p/vz5lJmZKdu5efMmde7cWf6b2rVr0+7du+VnJyAggF6/fv3W+ezYsYOMjY0JAK1YsYL5cwUEBBAAcnV1pfT0dGY7y5cvJwDUs2dPZhtERPv37ycA1KZNGy47kZGRZGxsTCVKlKDU1FRmOzt37iQANGHCBK75LFy4kADQkiVLmMb/9NNPZGZmRk5OTgSAAgMDFY0PDQ2lAwcO0Lp162jevHk0btw46tevHz1+/JhpPkREL1++pNjYWObxBSEnJ4d57MOHD3Wew5YtWzLb+vnnnwkAzZo1i9kGEdHkyZMJAO3YsYPLTrdu3QgA3bhxg9nGgAED5GvTuXNnrvm8Cxw7dozi4+OZxz969IgqV66cZz2eMWMGaTQave2IokgtW7YkABQQEEBERM+ePVM8H1EU5T0xKipK8Xht1K5dmwBwXR8ikj/XkydP5N+tW7eOy2ZhAYBrlA+X+NfJTH6vwkJwvvvuOxo6dCi3nQYNGpBarebaGF69ekVOTk5kZ2dHz58/13tceHi4fJB6+fIl9e3blwCQjY0NJSQk5Pn7qKgomjlzJjk4OPztIU77ZWNjo4jkXLp0SefnlJQU2rRpE3Xr1k3nUMgCURTpp59+oqSkJKbx1apVIw8PDxJFke7evUsvXrxgspOamkoqlUq+Ro6OjpSVlcVki4jIzc1N55rXqFGDi1j6+vrKtoyNjSklJYXZVnx8PD179oxWr15NJUqU4LKzbds25vESXr16RR07dqR169bp3N+xsbG0fv16va9bWloamZqa6vUMAKBy5crRnDlz8jzjr169IisrKwJAlSpVok2bNjEd5FJSUqhs2bKkUqlo48aNisdLyM7Optq1a5OpqSndunWL2Q7RX/dRcHAwlx3JebNv3z4uO1u2bCFBEOjrr7/msrNmzRoCQPPmzeOys3v3bgJAX331FdP4c+fO0fr162n9+vUEgKZPn65ofGpqKs2dO5dsbGzk+7RkyZJMBzYJ/v7+NGfOHNq3bx8XiZQQGRmpF7l/G9LT06lx48by55wyZQqzrc2bN+t8b6xOgKlTpxIA+uWXX5jGX7lyhaKioqhr164EgK5fv07Hjx9XdGCXIJE2APTTTz8xzUcboihyEWVtbNu2jXr16kUjR45ktqHRaMjFxUX+jFZWVrRnzx7Fdu7du0eWlpZUr149ys7OZp5PeHg4qdVqatKkCbMNolznoY2NDZUvX77Av9PnGXJ1dSUA8n4fGBhIDRs2VDynHTt2UNu2bSkjI0Px2HeFYoLDAD8/P+rduze3nfDwcK4DroSgoCCKjo7mtrNz507aunVrgX+TmZlJ27Zto2bNmul4xb777jsaOXIkdenShRo0aED6flcZGRk0evRo8vb2JlEU6cKFCzRs2DA5agKADh48yPyZcnJyaNSoUQSAPvjgAyYbnp6edPbsWcrKyiJXV1eyt7enkJAQJlu1atWSP5cgCLRo0SImO0R/bZTSy8/Pj9kW0V+eHABcC/D58+fJ0tKS+vbtSxkZGdStWzcmO6IokqenJwGgpUuXMs+HiGj79u3yZzMxMaGuXbvS9u3bKTk5mYyNjal3796UmJiol62aNWuSm5sbdevWjUaPHk0LFiygbdu20caNG+X3aN68Oe3YsaPA53vhwoX0448/chP427dvM23abyI5OZmOHj3KbScnJ4cuXLjAbYeI6OrVq1wefAmhoaEGiTBkZGRQWloal420tDSuiKZ0wMrMzKSgoCBmO3FxcTR+/HgyMTGhZs2aMROTrKwscnJyIhsbGxIEgVq1asUdwe/bty+p1Wq6fPkyl509e/boRKZZ9pJXr15Rr169ZBtdunShrl270rlz55jmJGVMLF++nGn8uXPnyNzcnCwtLQkAlS5dmnx9fZlsRUREyJ+rf//+TDYk5OTkkIuLC9nY2HA/I5ITQNoneaJUK1eupJIlS1L16tWZMxyIcq8Vr9OGKJcYh4aGctvRaDQFOrVDQkJoxowZb7UjiqLs/BVFkZo2bUoVK1ZUPJ9NmzZxrSPvAsUEpxjMuHbtGg0ZMoSqV6/O5D16+vSp7F2rVKkSVa9eXV7UzM3NqX///nTy5Ekm20S5C0mPHj0IADk4OND169eZ7Ejh2u+//54AkI+PD/MG3qdPH3nRBkC///47kx0iotOnT+sQHJ5NgOgvjzkAmjRpErOd1NRUKlWqFKlUKgoNDaWwsDBmWydOnCALCwsCQP7+/sx2cnJy6NSpUzR8+HCyt7fXSR0zMjIiAFSxYkW6ePEi83vMnz+fBg8ezHyfFeOfQUpKCvcB7H1CWFjYWx1bBWHHjh0661CvXr3o/v37zGtkQkICmZmZkY2NDfdh6euvv5Yj0jzpPK1bt9b5jBYWFoo91Q8ePKDdu3dTmTJlCAAtXryYAgICFGVeEOUSSltbW535/PDDD4psaKNKlSoEgBo3bsxsQ8LHH39MALii7g8ePNDZiySHEQ9pHjp0qN4OrPcBMTExVLVqVVq8eLGicdu2bZMzcN4HFBOcYnAjLi5O8UZ0+PBhnYOm9GrWrBlXOpmExMREatWqFQGgatWqcXlMNBoNPX36lCwtLcnExIQePHjAbMvf358AkEqlIjs7O64IXkZGBpmbm8sHdV6v6bp16+TvYf/+/Vy25syZQwDo888/57JDRHTmzBlSq9UEgL799lsiyvU0PX36lMleZmYmHTx4kPr16yfblV4qlYq++eYbpqgBbySmGP8MvvnmG8Wk+8iRI+9oNkUfTZs21XmGBEGgcePGMae4rly5kgDQZ599xj03aQ/o0KED1apVi9nOlClTdD5ju3btFNtIT08nKysr2bllbGxMFSpUYFq3e/furTMf1rWQiGjkyJFkYWFBarWa2Zko4ciRI8zXR8Lz589p4sSJcoRKem3ZsoXZ5vtUE/w2JCcnU8OGDQkAHT58WO9xaWlp5OzsLF9vQ0TO/20UE5xi/KPIycmhadOm5Vuv0LVrV66H6tChQ0SUWy9Ut25dAkBubm4GSU358MMPCQBNmzaNy86xY8fkzztw4EDueUkRsLp163Lbunjxojy3ly9fctlKSEggKysrMjMzo5iYGIPMTUpbnD59Ot2+fZs6dOjAZfPhw4dyusibr5YtW1J4eDj3vItRuBAZGUmWlpZ07do1vcfEx8dT3bp1/1OHJH0RGBio89zUrl2bO63M3d2dAHCl3xHl7jVqtZqsrKzo4MGDNGzYMGZbK1as0PmcCxYsYLKjnerGQ+I2bdok23BwcGCyIeHw4cPk4eFBALii7US56ZNSTWBkZCSXrRcvXtCUKVPkWsWyZcvSq1evuGwWRSjZPzMyMnSijUocu5JTUnrxihcUBhQTnGL8Y4iJickT6ler1eTs7Ez169cnHx8f5lSJGzdukLW1Nd26dYsqVKgge5EMUah64MABAkCVK1fmTm2JiYmR0wt4i6eJ/lLBGTRoELet+Ph4+TsxBL788ksCQFOnTjWIvaCgIPna1ahRgyvFTxRF2rBhA/n5+dH48ePp008/pX79+tGHH35Ivr6+1KxZM/L29lZ0EC7GPwdRFJmKfQcNGkQA8lWL/DtcvnxZsTf0vwIp5dbY2JhmzJjBXWAcHBxMAMjFxYWbUN6+fVtOKc7OzqZjx44x25o1a5bOvnX16lUmO1u3btWxw7oHxMbGypEgDw8PJhsSRFGk4cOHE8BX7yrhq6++IgA0f/58evHiBZ0/f57L3suXL2nGjBlka2vLLMxRFJGZmUmzZs3SOzU7JyeHevbsKd9bZmZmejuMo6Ki8mQz/PnnnzzTLxQoJjjF+Mdw9epVunjxIt2/f59iYmIMltKj0WjkNAlJ4ap///4GsZ+SkkIVK1Y02AEnLS2NzMzMSK1WG6QOQJIcVZpr+3coVaoUmZiYGCQ8HRkZSSYmJmRjY8OdcighKChIR8Wsbt2670Uo/b8IURRp+/btip8DURRp8uTJignOtWvX5Pvm119/1XucpDTl5eWl6P0iIiIU/X1Rw7Nnz8jIyIjc3d3p9u3bXLYePnxIREQTJkwgALRw4ULu+Umqd4ZwsAwdOlS+d+zs7JjXnKSkJNmOiYkJV0RCEqzp0qULsw0Jy5Ytk0kJL+7evUsAqHr16uTm5mawvSkxMZEWLFjwzuTICxOuXbtG9erVI1NTU70+ryiKspiS9t6oL4YMGaKj8AqArly5wvMRCgX+juAUN/o0IAIDA5GamvpvT+Nfh7u7O5o3b47atWvDwcFBbk7Jiw0bNiAoKAgAkJWVBTc3N6xevdog9ufMmYPw8HD06NEDnTp14rZ3/PhxZGZmolOnTnJnbB5ITQu1G5LyoGbNmsjOzsbTp0+5bZUvXx4DBw7Eq1ev8NNPPwHIbXbKilOnTuGDDz6Qm5sCwJ07d7Bp0ybuuRaDD8+ePUNERITef//48WP4+vrixIkTip4DIsKkSZNw9uxZuSO8vuMmTpwo/5yQkKD32D///BMAcP78eXmd0QczZ87E+fPn9f77ooYNGzbA398fgYGB3M0G/f39sXjxYmzZsgVGRkb45JNPuOcnfVdNmjThtvXs2TMAgIWFBXx8fORmnUpha2srr9ktWrSAtbU185xatWoFAMxz0UadOnUAAPfu3eOys2jRIsyYMQPm5uZ4/Pgxrl+/rlcDcX1gZ2eHyZMn6zSkfN+QmZkJPz8/NGnSBMHBwejTp49en3f9+vU4cuSIzplHuyFwQcjJycGgQYNw7NgxAECjRo1QoUIFJCYmsn2IooD8WM+//SqqEZyzZ89S8+bNDebFLsZfiIuLoxIlSuSpofD19c23n48+uH37Nl26dInu3r1LxsbGZGVlxdUjQhtSY87t27cbxJ7kWTx+/LhB7A0bNowAyPVMvHj48CEJgkCOjo60YsUK6tu3L5e9W7du0QcffKDzXZctW5arZ08x2JCYmEjr1q0jb29vatasmV4R08zMTPruu+/IzMyMANDdu3f1fj9RFGVVLKW9Mfbs2aNzz8ydO1fvsZISIwBFkucBAQFkZmZmkFTUwghD5uhLPV3w//TTgIAAOn36NJfNOnXqEACDtFCQoiU9evTgaqYriqL8Ob///nuuOe3du5cAUOvWrbnsEBFFR0cTAGrQoAGXneTkZKpWrZrOszZ69Gju+f0XEBQUJDfvlF5KUqSfP39OZmZmshiSPhLR2pBUYv39/Sk2NlbR2lxYgeIUtXeP1NRUMjY2Jjc3N702heJiVv0h5Q5rE5uTJ09yXcNFixaRq6ur3BfGUCH2rKwssrOzI1NTU4MVS3bp0oUAcDdnlCB1WefpzyMhMjKSbt68SS1atJC/H0M9w4GBgTr1XN98841B7BajYGRkZNDevXupR48eMkmxs7PTS8Xp8uXL8qETAHXq1EnRe8+YMUMeq6QpYUZGBlWtWlVnnVAigy4JlgC5CmH6qihK9SQqlYrWr1+v9/v9F9G8eXOd76datWpcDsHk5GQSBIEqVKjAPTdRFMnS0pLs7Oxo7969dP/+fWZbGRkZ8me8c+cO17wkUmKINVUURSpRooSiuo2/w61bt+S1AeDvr/O+Iy0tjSZNmpQnRczT01ORnUmTJhGQ24h2xYoViuuZJSEl3pqpwoRigvMPQVIpcXV1fatH6cWLFzRs2DD65Zdf/pOqIfpCKv4FQN27d6c//vjDIHY7dOgg2y1fvjyFhoYyd60mInnD+P333w2WMy1Buq+U9lL4Oxw8eJAA0PDhw4mIuO6/58+fU6VKlXQWbWtra4MS+JMnT1KTJk1IrVYb7Br8F5CTk0OhoaF07NgxWr58OY0ZM4bat29Pixcvzvf7CQ4OphEjRpCdnV2eaOnbJMWTkpJo1KhROg0XAdCpU6f0nu+3336rM1ZJkfeqVauoTZs25ODgII8fOnSoXmM1Go0sxc4ytlSpUvI4f3//YufV30C7AbKFhQV3Tc+pU6cIgEEacr98+VKuacjMzOT6DqUaHFtbW+57QSJL1atX57IjwcvLiwDQo0ePuG2tXbuW2ZHxvuDp06e0Zs0aunTpUoF/p9Fo6Pbt23mkv5Vkebx8+ZLUajWZmZlRdHQ0iaKoaO8WRZFKly5NJiYm71WPsGKC8w9h/PjxOiH4txWgnjx5klQqFZmbm1OPHj3ot99+K1QdYv9tZGdnU+PGjWnQoEFcHrU3kZGRkUd/397enqsB5LZt22jfvn302WefEQDasGGDweYrEQiefjpEuQtcYGAgPXjwgABQkyZN6Msvv+RqIEeUm6JWsmRJnetpiJQRbYiiSAcOHOCe6/uOe/fuUdeuXalWrVo6Qg3Sa968eX976EpPT6elS5fKDROl15dfflnge4qiSIsWLdKJggCghg0b6n3Amz9/vs5YY2NjRQ4HURRJo9GQvb29nDI2ePBgvcaGh4eTiYkJ1axZU06NGzhwoN7pr9qqRgBowoQJb+01wtuLpCiidOnS8jXauHEjt725c+caLPp+69Ytgx3UY2JiCADVr1+f2xYRkampKZUpU8Ygtj7//HMCQHv27CEi4tpTRFGkTz75hIDc3nb/Bbx+/ZoOHjxIY8aMkVU++/Xrp9fzHBwcLMth29jYULly5RRdf0nlb9SoUUxz//PPP+V9/31CMcH5h/Dbb7/pbHQVK1akkJCQAsdIi7T0UqvV1K9fP9q/fz+3HGdRR0REBFdzs7/D2bNnda55hQoVuAnUmjVryNjYmKytrUkQBDp9+jSXZClRbirZgwcPyNLSkkqUKEFZWVl048YNLpsjR47M03zVEMpxgYGBZGFhIds8d+4ct838UOwdfzs2bNiQh9gYGxu/9VAZGxurE9kEQE2bNtV7E5ZqZ6SXvukTR48epXr16smbP+vh8P79+wSAWrRoQUSkt3z8o0eP6MaNG7R06VIClPc/+fHHH/Nc7wEDBhR43R49ekRdu3alefPm0Y0bN957wiOKIhkZGREAGjFiBJctKa1NqunhcUxJkKLahmg8Gh4eTkBuny1DoHTp0mRubs5lIzU1ldLT0+V7derUqfTZZ5/R9evXueympKSQi4sL1a5dm8tOYcaDBw9o3rx55O3tTSYmJjrPube3t17ntNjYWFmp9dtvvyV/f3+aM2eO3nN49eoV2dvbk7GxMfOZaOPGjQSAJk6cyDS+sKKY4PxDiIqKyrPRlStXrkCtcY1Gk6egGgBVrVo13yLwx48f082bN+n27dt0584dunfvHj148IAePXpEISEhFBYWZrBi+fcV06dPl69zvXr1KCoqittmfoccXi/lzJkz5QXVwsKCHBwcKCAggMtmWFiYfNCQXpJ8Ky8OHDgg5xivXbvWIDb/awgKCqJWrVpRx44dqUePHvTJJ5/QyJEjaeLEiTR9+nSaN28ebd26Nd8c+hcvXtCMGTPyEFi1Wk1Hjx4t8H1PnTpFjo6OBOQ2cmzSpAnZ29vrvZmuXr1ajoQOGjSInJycFHknk5KSyN7eXo5oDxkyRO+xEtatW0cAaPLkyYrHEuU2QwT+St3UFxKxkl6TJk2ix48fv1WQ4eTJk3K0zMHBgT755BPaunUrvXjxgmn+hRlS2lajRo24UoGJcjMl1q5dSw4ODmRsbExpaWnczsCVK1cSAPruu++47BDlklcgt1bUEJAK+nlaImRkZFDNmjWpQYMGOvcqb7NnotyocbVq1bjtFFbEx8fTiBEj8uzvLi4uekV5MzIyyNPTkwBQnz59SBRFevnypSIpbEkcgKcX3qeffkoAaNeuXcw2CiOKCc4/CO16hPbt2+vVxyEhIYGqVKmi8/D4+fnlO/bZs2d5vKzaL0EQaNu2be/io703kPrp+Pj4GEz1TuoxIL26devGHW04dOiQjk0zMzODbEhSWgGQWxxtyEihlJf9X2rWZkiIoihvRPk92yNGjMgjYvLkyRMaPXq0HEEzNjamdu3aEQAqU6ZMgSo92dnZNH36dLl2ZtiwYZSSkkKzZ8+mAwcO6DXnw4cPk0qlIlNTUzp37hxFR0crJuKSuMCwYcNo1apVtHz5ckXjif5SG2RVNJNSOFq1aqVonCiK5ODgIL+/o6MjJScn6zVW6r/z5vfs7u7+1rqnooTQ0FCyt7ensLAwblvaQhRqtZqaNm1K3377LZfNKVOmEADavHkz9/yk5qOGqsNs1KgRAaC4uDguOz/88IPOfWbIWsnffvvNIHYKIyIiIuTifOnl6Oiol/NHFEVZVbVJkyZMtS/p6enk4OCgSPwkP0jiL+9bHWsxwfkH0b9/f5o5c6YcjtRXBvPmzZtkbm5O5ubmcrdZT0/PfDcEURRp/fr1ZG1tnWdzrFOnDh0+fJjZS5aVlcXUPbyoICkpiVQqFfXt29egB3tJmQwAlS5d2iCNymJjY3W+W0Mp1dy7d0+2WbFiRYPY1Mbs2bPpww8/NLjdwoykpCQKDAxk8rI+ffqUNmzYQAMGDKDy5cvnS27c3NzyNGULDg6m/v37yxE5S0tLGjt2LD19+pRu375N1apVo9DQ0L9934iICFn9ztraWscxoi/xv3HjhrxeaaekKUm5io2NJbVaTaamphQeHk6iKDLJE0tF7KzPXlZWFhkZGVHZsmUVj12xYgVpNBrZeTBhwgS9x86cOTPP9/3NN9+8V2lr165dM5gsfUBAgM61KlOmDLdQT//+/QkAnTlzhnt+V65cIQDUs2dPbltERD4+PgTgrenub0N6ejqVK1dOvm6urq4GmV9hxd27d+nSpUv04sULJiKXk5NDy5Ytk1NnK1euTBYWFqRWq/VOFff39ycA5OzszFyXKmWH8NxPCQkJ8md431BMcP5BXLhwgbKzs+nXX38lIDeXXF9Jxg0bNlCzZs3o8ePH1LhxYwJyi9F++eWXfP8+PDyc2rZtm++BSK1WU48ePWjz5s0Fev0zMjLo3Llz9O2335Kvry/5+Pi8Vxvrm9i3bx99+eWXBv+M8+bNk6+9IXtiVKhQQbZ79uxZg9nt3r07AaA2bdoYzKYEURRp2bJlBrdbmCGKIrVs2ZLMzc3Jy8uL/Pz86PDhw/mmMDx//py2bt1Kw4YNyxO5ValU1LhxY7K1tSUp5WvVqlXyGiKKIp0/f546deokjylRogTNmjVLx8MbHR1dYKrT/v375d5Sbm5u9PjxY8WfOTw8nMqWLUuAsp4zb0ISZxk/fjyzDUkFq2rVqsw2iP5KB9K3fudNREdHk42NDRkZGVFwcLBeY7SLtaWXjY0NrVy5UvE6lZWVRUFBQfT9998XqmfQkE6zbdu26VyrVatWMduSemtJ6mK8JIKI6Pz58wTk1mHxIC4ujkRRlKMHN27coBMnTnBJPGuTQ0MqfRZGPH/+XBa/sbW1JTc3N+rTpw/NmDGDNm/eTIGBgX/rSLl+/Tq5u7vLEfEpU6ZQamoq1a1bl44cOaLX++/du5cEQSBLS0u6efMm02fIysqSneU89bdHjhwxqJO0MKGY4PwLEEVR1v1XUo8gRXyysrLIz89PTh3p169fvl5VURTpp59+IisrK1KpVPTzzz9Tjx49ZK8qADIyMiJvb29aunQp3bt3j06dOkUzZ86kVq1a6WjZA6AZM2bQuXPn6MaNG/T48WOKiYmh1NTU96a4+23Kdqz45ptvCABT7UBBkBSaatSoYdDv4OrVqwTwF/z+Hd6X+0WCRqOhxMREevLkCd28eZNOnz5Ne/bsoQ0bNtDixYtpxowZ1LFjx3ydDbVq1aK2bduSr6+vrNSl/apXrx6NHz+eDhw4QImJiZSdnU1qtZqGDh0qkxSNRkP79++nZs2ayeOcnZ0pICBAUQPUjIwMGjt2rGxjwoQJTFGnpKQkcnV1JSC3ZoX1+w4PDydTU1NSq9VcUU+pfuaTTz5htkFE8nfIeiAh+itd1cvLS+/rkpmZSd7e3vJ3ItWyeXp6FtiMLzMzky5evEhz586ldu3ayeu+SqXi7sFSWHH8+HGdZ4uHPM2YMYPmzJkjO5LCwsK4axSk+Q0bNozbTp06deTGkHXq1KFGjRpx2UxLS5Nr7d7H5pyJiYl05coV2rJlC02fPl2nJ9ebr9atW9Px48d1ntHXr1/TxIkT5eevWbNmOo4KfUUZbty4ISu17t27l/nzSMIAHTt2ZLZBRDRt2jQCQCtXruSyUxhRTHAYsHv3bq5uxkREf/zxh3wQYV2Ez549S05OTrKn9e82zCdPnlDr1q1lffv09HQ6fPgwffrppzq9IQDk6fmgz8vIyIhsbW3JycmJateuTR4eHvl6gERRpEOHDhUody2KIoWHh9ORI0do4cKFNGTIEO50sbi4OFq8eDF3njJR7iIWGRmpaMz06dOpYsWKOrn3qamp3J3AFyxYQABo4cKFXHa0IUnqtmvXTrFilDZevHhBT5484Z5PZGQkrV69WtFBPT/Ex8fT4MGDad68ebRr1y4KDg4uMOd58+bNtHHjxjzF8NnZ2eTj40MNGjSgSpUqkZ2dXZ7+LjyvmjVr0ueff06//fZbvlGW2NjYPH0VtOvu6tSpQ5s2bWKSeP34448JAJUsWZIOHjyoeLwEqU6offv2XFKzUvRGaUfuNyFt4DzefCKSyd/OnTuZbWRnZ8uS2W8Td9BGQkKCXP9z/fp1atiwIQEgExOTPE1+IyIi6OOPP9ZRLnzzZW1tTeXKlaOaNWuSu7s7+fj4cAvQJCcnU0BAACUmJnLZIcqVl9e3VkkbN27ckD/jgQMHKC0tjXnt+OWXX3SumUqlYpadlmrXtgk2UHYAACAASURBVG7dSkCunO+ZM2eYPe85OTlyhFR6jRs3jsmWhPT0dFqyZAkBfI2eeRwA2li8eDGdO3dOJ1KZlJSkOFWwR48eVKZMGb3W3+7du+dJ9yXKdSLVq1ePAPYIqmTHxcWFAND8+fMVj9eGJArBqxQopTnyNgsPCgoiPz8/LhuGRjHBYUCvXr3IxcWF284PP/zAlP6hjZcvX1KvXr3e6gnQaDT5LvQajYYCAwNpypQpVLt2bfrkk0/o8uXL9MUXX+g0qZNCmP3796euXbuSj48Pubu7U82aNalcuXKyBLL0t9ra/KIo0r59+6hRo0ZUt25d+XcRERF07NgxWrx4MQ0dOpSaNGmSb+0QS9M3URTp3Llz1K9fP7nnB8+irdFoaMmSJWRiYkI+Pj6KUgGmTp2aZ1H+7LPPqHz58gUWeb8NZ86cIRMTE6pYsaJBPG7r16+nChUq0IkTJ+js2bO0e/duJjtJSUnUoEEDcnJy4m4a5+fnR0BuOtZXX33FLIN58eLFfDe0ChUqUJs2bejzzz+npUuX0uHDh+nx48dyrryzszMtW7ZM59nRdgJYW1uTs7Mz1atXj7y8vKhr1640cOBAGjduHM2aNYuWLl1KGzdupNmzZ8tjSpQoQV988QU1b96cKlWqREOHDqVffvmFWbFv6dKl1Lx5czpw4ABXeuXNmzepXbt23AddSVmIt/YhLS2NFi9ezC32kZiYSMeOHVPsmHgTDx48oEuXLnF/rkuXLtG2bdsUR7a0r0N2djYtWrSIunbtmq+drKwsOnToEPXt2zdPXy9jY2OytbXN0zld3+sTERGh04Tw8ePHNHbsWLkegbf3zI0bN6hUqVLUokULxYXXz549IyBXDEIURZoxYwZVqFCB6RAYHBycZ734+uuvFduR0KhRI7kmTqVSkZGREZcqXufOnXXmxhpdiomJoTZt2lCbNm0oNTWVHBwcmIUBpJ5V69atYxovISoqSj5PODk50aRJk+jGjRuUk5ND5ubmNGPGDL0dw97e3mRqakouLi7UrVs3mjx5Mq1fv15OHTc2NqbBgwe/tR3EqlWrqHfv3tyF+Hfu3KGvv/6aO5Ph+fPn3I52otxr/dtvv3GlNxIRzZkzh6ytrQ3i4DAUigkOA7Kzs7lkGQsztAUIsrKy6PDhw9SvXz+ytLR8q/qRRqOh169f0/PnzyksLIw0Gg3t2rWL6tevLy/ClStXpqZNm5KNjU2+B061Wk2NGzemwYMH0/fff0+HDx/+2wNFenp6Hg/xy5cvaenSpXLoXvK4fPHFF3Tv3j2maxIbGyunp5iZmdEPP/ygaHF6Uwp89+7dMgnkaXr56tUratOmDQGgjz76iNmOBKlHipRWxOJBJcp9PiR1GAcHB650mOvXr9OAAQNkSWyVSkUfffQRnTt3Tv4OTp06RRcuXCjQTlJSEh07doyWL19OY8aMofbt21PlypX/NvryZkPLkiVL0uzZsyk+Pp6ePHlC8fHxiiKvn376KXXt2pV2794tRyQN1biXd2MqRtGFPuvQ69evacuWLdShQwcyMjIiCwsLevnyJYmiSKmpqRQTE0OPHz/W637+448/yNHRkebOnUsnTpygLl26yM+QmZkZDRs2rMC0ubfh8uXLco3ZuHHjFB8C09LSCABdvXqVQkJCyMzMjMzNzZkcI5mZmXl6m/AoQL7ZC4q3xvFNAQrWNM6cnByqXLmy7MVftGgRXb16lcnWwYMHycTEhARBoJ9//pnJBlHu3rZmzRry9vbWWaNr1aolO5g8PT31+l7j4+PzXSMnTZpE48aN0zs1/X1LrTY0NBoNt8y7oVFMcIqhF16/fv3WQ6SEnJwc2rFjR4E5rpaWluTm5kYDBw6kBQsW0KFDh+jJkyd6e6AjIiKocePGlJWVRaIo0oULF2jAgAE6dUNNmjT5H3vnHRbF9fXx79KRslQVEAS7gCgi9oZBJcaK2BUraqLGbjQqyQ8bsWHDxBZ7VBQLFlRU7EFUNCoiICgIKL2ztN3z/kF2Xtal7O4sUZP5PM99dnZ27rnT9s6ce0+h33//nZV505UrVxgzvtatWys0m/TxfotzkchjolId4rw9bBy5xWRnZ5O6ujoZGhqyVuCFQiHNnDmTmbEQz1Rdv35dIXkpKSnk7e0tYWrQrl07+v333+nMmTOkoaGhUBhXgUBAkZGRdObMGfrll19o2rRp1LNnT6nZy8r37bx58+T211JUWeTgUCYfPnygbdu2yewMXZmAgADm5bLyrJC5uTmtWbOGtQlwaGgo4ye0fPlyhV8ovby8iIiYHHJswkSLzZLE5f79+wrLCgkJkZC1a9cuhWURVZwvsayWLVuykiUOMDBx4kQqKChg1V+dPXuW1NTUiMfj0eHDh5n1il7PpKQk2rRpEzk5OUn1x3w+X2GT0c/tZZxD+XAKDodSSUhIoKFDh0oFKBAXFRUVCg0NZWVKc/PmTTI1NSUdHR3aunUrY9MqNhn69ttvFbInFYlE9OeffxJRxejd4sWLGbnTp09XeMRd3LGXl5dTr169CJAvVGxNiCMsKUNZIvr/l4KLFy9SREREjaGEa0MkEtHChQuZWbS7d+9S69at6cqVKwrLLC4upoMHDzL5H8Qjx+LlZcuWsY6CJxKJaPjw4RL3rZGREXXq1InGjx9PPj4+FBgY+K8Omc7BIUYkEtHq1aul+vIOHTrQH3/8wcrPSsylS5cY5Wnt2rWsZGVlZTF5wpo0acLqRXb8+PHM8ZqZmbHqWwQCgYR5K9ukrUlJSYwseRPQfkxeXh7x+XxSV1dXSi6UwMBAUlVVJRUVFSbE/Pr161nJzMrKknjWVy5eXl6s/TQ5/n1wCg5HnSAUCiklJYXu379PR48epTVr1pCXlxf17duXJk+erNCDQiQS0datWxk75srF2dmZ9u7dy6qT++2332jgwIEUExPDhIE0MDBgnahs3bp1VFxcTKtWrSIA5OjoyDpwwq5du+jdu3fMLJkycusQEeME27NnTzIyMmIUPkURiUSMKYX44W5nZ8daORCJRHT37l0pRURsrsfmPoiOjpYpXCgHx7+d4uJiiZf8yqVjx44Km9gWFxczFgGBgYGMKZi8SWCrQiAQUNOmTQmAzAlpq0OcJR4AzZw5k/W+iSMdGhkZsZYlEomYPvXgwYOs5YkH9JYvX85aFlHFjJ9YydmxYwepqKgoPINPVOFrOGzYMOrbty917dqVHBwcqEmTJtSgQQPS0dEhW1tb1o7yHJIoY/DiU8IpOBxfBEVFRVL5IMSjarKGZ6yJx48fk4aGBvH5fMZZtnv37pSQkMBKbmlpKRkbG9PEiRNJVVWV6tWrR69evWK9v8uWLSMTExNSUVEhfX192rBhA6vcFmVlZTR06FApMwA2DyQx+fn5jK+QuCgjJGVBQQG5u7tX+fLVvn171k7lHBz/ZdLS0ph0BjwejywsLKhLly40evRoWrJkCe3YsUNhX42NGzfSiBEj6PDhw6Sqqko8Hk+ulAk1sWbNGgJAAwYMYO03cfnyZcYcj83Ms5jp06cz5tPKQByRTxnPwMTERFJVVSUjIyOl+QceO3ZMIphFx44d68yX5XP0AfnckOfcp6amkq+vbx3uTd3DKTgcnz1v376VMEn6uIwfP57VjEBWVhbjZCku8kRpqQlxDg5x2b59O2uZRETbtm2TkMvj8VjntoiOjpaKuMQ2w3heXh6TOLRyMTExYR1tJT4+ng4dOkSrV6+m6dOnk5ubG9na2jJ2/Obm5qyi1HFw/Je5c+cO3bx5k+Lj45UaVCctLY34fD5paGgQj8cjVVVVOnr0qFJkJyQkkLa2NmloaEgFd1GE2NhYJg2CMs6BOMrYt99+y1oWETEDPGx8gyozZswYAtiHVCeq8Pfavn07k8pCXE6fPq2EPeWQB3EIcHEuxdrIyckhR0dHVpFnPweqU3BUwMHxGZCYmIgff/wRtra2WLhwITZs2IBDhw7hypUrePr0Kd6/f4/9+/dDTU1NIflEhMmTJ+PNmzcS68+fP487d+6w3v9jx45JfJ8zZw6mTp2K8vJyVnLNzMwkvo8fPx729vasZLZo0QLbtm2TWFdUVMRKpp6eHk6fPo3bt2+jd+/ezPqMjAysWbOGlWwbGxtMmDABy5cvx65duxAcHIzIyEjk5+cjKysLly5dQk5ODkQiEat2ODj+i3Tv3h29evWCjY0NNDQ0lCb3p59+Qm5uLkpLS0FEmD59OkaMGKEU2YsWLYJAIMCiRYvQvHlz1vKePHkCoVCIgQMHKuUcaGlpAajou5SB+Bhfv36tFHkLFiwAAPj5+UEkEuH27dsKy6pXrx7S09ORlZUlsX7FihUQCoWs9pNDNsrKyrB79240a9YMJ06ckHgGV4dAIMDgwYPx5MkT2Nra1v1Ofgqq0no+deFmcDiUzYYNGyRGlzQ1Ncnd3Z1Onjwpdw6GjyksLGTM3fD3LIu3t7dSwvpWzuuirq5O8fHxrGUSSTvYHzhwQClyxVy/fp26du3K7Pfr16+VKp+DoyrkjfD14cOHOtqT/zbPnz+Xyr/D4/Fo/vz5CveL4eHhVFZWRteuXSOgIm+KshzOx44dS4DiOWY+RpzXSxk+M0REe/bsYSwOlEWPHj0YmQYGBkrJ1+Ll5SVx3ZX9XPkvUVJSQuHh4TX68QqFQjp69CjjiwbIlhC0rKyMCTQEQOG8c58L4EzUOP6r3Llzh3GC7NevH+3fv591UsHKBAQEMB2FsbExXb58WWmy4+LiGNmzZs1SmlyiilxCYrMCZZgqfIxIJKLLly+Ts7OzUvL3cHDUxvz58yk/P1/m7X18fJjoTxzKQSQSUb9+/SSUm1GjRtWaYLE2pkyZQqtXr2ZynykaNvhjSkpKSF9fn7S0tJSmME2dOpUAKO1ZcPPmTQJAY8aMYS0rOzub9u7dS15eXhLXSBlR1YiIIiMjmZdnKysr1oF2/iu8e/eOTp48SQsWLKCuXbuSlpZWtSHGxUnV7e3tJa7h8OHDa21HKBQy+esAkK6u7hef+4dTcDj+k6SlpdGIESNo+/btdTZaK/Y96dy5s9x5U2qjsLCQgIp8FGyShVZHaGgo8Xg81lnJa0IkEtH58+frZP85/r0IhUK5nKBLS0vJ1NRULifxO3fuEFARsliWh/zjx48pKytLZvn/RSr7I7q7u9OzZ8+UIrdJkyaM3D59+ijtpSw4OJgA0ODBg5Uij4ho4MCBBICePHmiFHnJyckEVITsJmKf9LdyagRxUZZ/j5ibN2+Ss7OzUiLm/RvJz8+njRs3koeHB1lYWEhdj23btlVZTyQS0bp160hDQ0NiezU1NYqNja2xTZFIRPPmzZOo5+zsXBeH94/CKTgc/0nqOvt7Tk4OaWpq0ty5c5XqoFsZfX19+vHHH+tENhHR0qVLafXq1XUmn4NDJBLR69evZU4s+PbtWxo+fLhc5qOXLl0iAHL9V8rKyojP5xMAmjp1aq3hUmNiYqh+/frUqVMn8vb2prt3737xIVaVSWlpKbVq1YoGDRpEERERSpObkJAg9TLXsmVLVqavly9fpqysLCbi2f79+5W2v87OzkqbFYmPjyehUEj16tUjPp9P165doyVLlrCSKRQKpULvKysARGVEIhGFhoZ+8TMEdcX58+fJ1NRUSrnZsGFDrXU/NrufO3durXU2bdpEOjo6xOPxmHoTJ05UwpF8WqpTcBTz2Obg+EJQVVWtU/nXr1/H4cOHleY8WxV2dnZYvHhxncn38fHBpUuX6kw+x5dHamoqPnz4UONAFAC0b9++ysAfycnJePjwIR4+fIhHjx7h0aNH8PT0xObNm2tsl4hw4MABzJ07F9OmTYO2trbM+3z06FEAwK1bt2Suo6amBldXVwQGBmLfvn1ITEzEqVOnoK+vX+X2zZs3x9mzZ9GnTx88ePAAPj4+0NfXR58+fdCvXz/069cPTZs2lbn9fxsvX77EoUOH4OzsrFS5H19TU1NTnDx5ktW5fvjwIZYuXYqUlBSoqqpi0KBBEAgEct1zHxMSEoIePXogNTUVPB4PpqamKC0tZRW44PTp09i+fTsAIDc3F66urvjpp58UlgcAKioqOHz4MJKSkvDgwQMAkArAowx4PJ5MDu9fKmfPnsXZs2ehoqJSbenZsyeGDx8OHo8nUTc9PR2XL1+WCs6wevVqLFq0qMZ2/f39sXjxYmhoaKBhw4bIzc3FypUra93fBQsWwMPDA82aNYOKigpKSkpgZ2cn/4F/KdT0APtU5UucwWGbrZjjy+SfyHLPNgknx5eNSCRiFQhj06ZN5OTkREOGDKFZs2bRunXr6PDhwxQaGkqxsbFVyn7//j01b9682pDtjRs3pmvXrjHbl5SUkK+vLw0ePJjMzMyktp87d26to7gfPnygwYMHM3XkySOVn5/PhD5XV1eXy7RN7MAtLm3atKnV1DQwMFBiFFRcOnToIGUmIhKJSCAQUEZGBiUkJNDLly/p4cOHdPPmTbp48SKdOHGCDhw4wOX2qIEpU6Yw57hp06ZKCbby008/SQRwsbCwoFWrVrGSuWLFCmrevDmpq6uTtrY2TZkyhebPn89KZm5uLjPLKC7K8htLTU0la2trZgaTQz5KSkqkcr+Ji66uLvn7+0slOxcIBOTr60v6+voEgPh8PllaWsocRGLz5s2EvwMlXbp0iTZu3CjTjI+YWbNmEQBasWIFzZo1i3WKiM8BcCZqdcvJkyfJxsaGRo4cSX5+fhQWFlalyVJ5eTk9fvyYQkJCKCAggHbt2kW+vr70ww8/0PTp02nEiBHUt29fmROrpaWl0ZUrV5QWrYWDg+PzY+zYsWRnZ0fjx4+nTZs20Y0bN2TyBRGJRBQfHy+Vo6Jyadu2LZNtnqhCab99+zaTK+Pj8t1331FeXp5UWxERERJ+EvIoN6dPnyYTExOmjouLi1zn58iRIxJtypO4NjExUWqfzczMas2WvmXLFok6mpqadO7cOantUlJSmChd1ZUvPQ9FXSOOEtW2bVul+VKuWLFCyheB7YDVuXPnpK6tMnJ0LVu2TOkyxbx8+ZIMDAyoT58+SpP5JZCZmalQPZFIRE+fPqW1a9dSt27dpKIFAiA3Nzep5OHiiGdWVlaMmeWcOXMoPT2dJkyYQIsXL661n/T19SUApK2tTSEhIURU0b/IGsghJSWFNDU1SVdXlzIyMqi4uPhf4VPISsEB8DuANAAvKq0zAhACIPbvT8Nq6k78e5tYABNlae9LVHCIKh6ylUf1tLS0qFu3brRo0SIKDAxkQpjevn1bKpN85TJ16lSpG10kEtG7d+/o3Llz9PPPP9PgwYMlXloUCW+Zm5tLp0+f/ldo8BwcnyMBAQE0aNAg2rJlCz1//lwuW3ShUEgfPnygiIgI2rt3b7UzKUOHDiUfHx968+YNRURE0P79+2nevHnk4uJCRkZG1fYzrVu3poCAABIKhZSXl0cnT56kCRMmkLGxcZXbW1tbV6s4pKSk0IwZM0hVVVUu5SYnJ0cioo+4nDhxQq7z/PXXX0vU/+mnn+Sqb2dnx9R1cHCg9PR0ma7V/PnzmZcVcX0PDw9KTk6W2jY0NFSiHXFRUVGhESNG0M6dOykqKkque6S0tJRu3rz5r579ESugPXv2VGr0y6VLl0oop2yjvBH9fzAAcWnfvr0S9rRiRlVTU5ORW9UAAxtu3LhBLVu2VKrMz51Zs2ZR8+bNaeLEibRr1y568eKF1GyLmPz8fDpz5gx5eXlJBQQwNzcnLS0tAkBGRkZ0+PBhqf/w7du3Gb8sADR06FCKjo5mfg8LC6v1f+/j40MASEdHh27evKnQMYv7K7Y+XJ8bbBWcngDaf6TgrAew9O/lpQB+qaKeEYD4vz8N/16uUhGif4GCQ0TVvoh4enpKZHQXCoV04MABMjc3r3J7MzMzGj58OG3evJnOnj1LQ4cOrfZFRUVFhVxdXcnT05OWLl1KW7dupZMnT9Ldu3cpPj6eefgJhUJ6/PgxrVmzhnr06EFqamqkqqpaa+SN2igoKKDjx49z4SC/MKrrzNlS1w6ldSnfz8+PfvvtN4VNTkUiEZWUlFBOTg69f/+eYmNjJR6IDRo0oDFjxtD27dvp2rVrdO3aNTp06BCtW7eO5syZQ+7u7tS5c2eytLSUeGmurmhqalLLli2pRYsWVW6vqalJTk5O1L17d2Zds2bN6MiRI/TmzRvy9/en/v37S0TkUVdXp/79+5O/vz/16dOHgIpZm6rCL+fk5NDy5ctJW1ubAJCBgQFj2ibLzM39+/dpyZIlpKOjw7Rfv359uQJ2pKamkqqqqoRy1bt3b7mu28KFC6lHjx5ka2tLgOz5O8TO2m5ubnThwgVq3LgxASA9PT3asWOHVJCT0tJS2rRpE+np6VV7Tc3MzGjMmDG0a9cuiomJkTqHaWlpdPDgQRo5ciTx+XwaMGCAXMf6pXH48GEaPHgw63xlH7No0SLmnG/evFlpciubaFYX5lcRxMEQzM3NlSazMkeOHKnzoDyfivLycsrMzKTXr19TeHg4Xblyhfz9/aX+e3w+n9zc3MjHx4cOHDhAvr6+5OrqKtE/qqioUNeuXWnNmjX05MkTKi0tJU1NTRo9ejSlpqZKtBsTE8NEWQVATk5OcisnIpGImW3U09OTKc9NVaSmppK2tjZpa2tL7eeXTnUKDq/it9rh8XjWAC4Qkf3f36MB9Cai9zwezwzATSJq+VGdMX9vM+Pv77v+3k4y7ftHdOjQgR49eiTTftUlf/31F3JyctCrVy+56vn7+2P27NnMdzU1NWzbtg3ffvut1LaFhYVYv349NmzYAIFAAC0tLdjZ2eHp06cSWYC1tLRga2sLPp+Phw8foqCgQK590tDQgFAolMosrKWlhTZt2kBNTQ3q6upMqe27qqoq3r17h9jYWLx+/Rqurq44e/ZslW2XlpYiPz8f+fn5KCgoYJYrl4KCAsyePRt6enoQCoUICgqCk5MTrKysaj22oqIiJCQk4O3bt0hISICbmxusra2r3T4nJwcGBgbV/p6ZmYmwsDBYWlrCwcGh1vYrIxAIsHbtWqxatQpAhSPhhw8f0KZNG7nkfExcXJxSnZdFIhFWrVqF77//HoaGhgrLefbsGQoLC9GxY0cmoMPevXuho6OD0aNHSzlWVkd0dDRu3boFa2trWFtbw8rKiskG/jFPnjyBn58f5s+fD0dHR4nf0tLSsGfPHmhra0NLSwva2tpSy9X9pqWlhT///BPdu3eHiooKrKys0KxZM1hYWICIIBAIIBAIUFRUxCx/XIqKiiASiRQ+n2J4PB4aNGgAc3NzWFhYwNzcHEeOHEFhYWG1dRo2bIi2bdsypV27dmjRogXU1NTwww8/4MSJE/D29oa+vj7Wrl2LJ0+eMHWNjIzwzTffYPDgwejXrx/jZD9kyBDMmzcPLi4uUu1dvnwZ48ePR2ZmJjQ1NTF37lwsXboUK1asgJqaGrZs2SLT9T9y5AgmTJgAHo8HIsKyZcuwdu1amc/VgwcPkJ2djYCAAOzfvx979uzB3bt3sXv3bpmdu2/evAkTExPk5eWhe/fuMDQ0RHR0NExMTGqtKxAI8Mcff2Dq1KkoLCzEzz//DD8/PwiFQnTs2BE3btyAjo6ORJ33799j8eLFOHr0KObNmwc3NzeEhobi5s2bePTokUQ/bW5ujnbt2sHJyQkhISF48OABKj+3+/Xrh5YtWzJOzTweT+Lz43ULFiyosf+rCSJCfHw8wsPD0adPHzRo0EAhOWLi4uKgra0Nc3Pzare5efMmunfvXmUwCzFlZWXIzc2V6XqJmT9/PrZs2YKePXsiNDQUKioqAAChUMgqOM2QIUMQFBQEXV1dpKSkQE9PT2FZlYmJiUGrVq3Qq1cvhIaGKiynoKAAurq6rPcnLCwMnTp1krmPr44DBw7AwsICdnZ2MDMzq1FecHAw+vbtW+W94Ofnh+joaGRlZSE7OxvZ2dnMcm5uLmR91wUq3ouKi4uZ70ZGRvj6668xYMAA9O/fH8bGxsxv79+/x8OHDzF48GAJGb/88gtWrFiB8vJyWFpaYt26dRgzZgxzn8nK6tWrsXLlSvD5fFy5cgWdOnWSq76YpUuX4pdffsG8efPg5+enkAwASExMREREBIYOHaqwDGXD4/EeE1EHqR+q0nqqKgCsITmDk/PR79lV1FkEYEWl7ysBLKpG/nQAjwA8srKyqiM9Tz6++eYbsra2Vqjuxo0bmdFQbW1tCYfcqkhMTKRx48aRqqoqZWdnU35+Pt24cYNWrVpFX3/9NeNk6OPjQ7m5ueTv788kebKysqKXL1/S9evX6fDhw7R+/XqaN28ejRo1ijp37kz169ev0k5UmaVdu3bUr18/6tKlC9nb21Pjxo3J2NhYKlZ7TeXJkyfk5+dHNjY2ZGZmxowm5ebm0l9//UVBQUG0bds2WrhwIXl4eFCHDh2qDLFYnQNmXl4eLV++XCJZWnl5OT179ox27dpFkyZNopYtWzJyvv/+e7mueXJyMjk7O5OTkxM9fPiQJk6cSJqamqzjzItEInJwcCAPDw96/vw5K1lEFaPuzs7OZGRkRN9++y0rWWLzIiMjIxo7diwdOXKEDhw4QADom2++kTkv0M6dO6scye7SpQuNGTOGli5dSr/99htdvnyZoqKiGDvmnj170pkzZ5h7JSIigtV9XNkMRJ6ipaVFhoaGZG5uTk2bNiV7e3vq2LEj9erVi9TV1SW25fF4ZGBgQO3bt6cJEybQsmXLaMeOHXT69Gl68OABvXv3Tir0cEJCAjNDoaqqSvb29jRu3Dhav349XblypVa/hJCQEGZWRJyYtnnz5rRw4UK6detWtb4HNZk+xcXFkZaWFk2ZMkXiOkdERMg1y/bhwwdycXGhCxcukKGhocIO5CEhIbRx40Z69+4dESk+07dkyRLaunUrq9HsJ0+eUMeOHWnUqFE1bnfrzxHd7gAAIABJREFU1i0pJ/Tc3Fy6ePEiLV68mJycnIjH48k0mydr+dg3ICMjg3x8fKo8X6mpqXThwgXy9vYmNzc3CZPH48ePK3x+7t27R8OGDSMejyd3P/sxKSkp1L17d+rcubNcVgSzZ88mHR0difvtzp07ZGtrSw8ePFB4f8SmRPb29uTt7c06jPjTp0/Jy8uLTp06RcOHD6cZM2YoJEckEtGqVauoRYsWrP2Ybt++TUCF39KZM2cUtgYoLi6WmHk1MDCgrl27kpeXF/n5+dHVq1cpKSmJuTfHjRtHzZs3pwMHDkid106dOlV5v+vq6pKVlRW1bduWXFxcyN3dnaZOnUqLFi2SmDm2srKilStX0qRJk5h3muXLl9P9+/cV6gsCAgJIT0+P1q1bx2r28dmzZ9SiRQvWflfPnz+ncePGVWk+Kw/Lli0jVVVVhX2Y6gLUwQxODhEZVPo9m4gMP6qzGIAmEa3++/tKAEVEtKmmtj6XGZx3796hsLAQrVq1Uqj+mjVrsH//foSFhck8svTgwQMYGRmhefPmEutFIhGioqLA5/PRqFEjABXK6b1797Bz507Mnz+/xtCcRIT379/j1KlTCAoKQlhYGAoLC2FsbIyIiAioqqqirKyMKeXl5cxyaWkprl+/jr179yIlJUXm469Xrx709PQkiq6urtS6srIyPHjwAOHh4czMlKmpKSwsLPD27Vvk5ORU24aGhgYaN26Mxo0bw9raGo0bN8bQoUNhb2/PbCMUCvH7779j5cqVSE1NxdixY9GsWTP8+eefCAsLQ35+voTMZs2aoUuXLhg2bBiGDRsm07E+evQIQ4YMQUpKClRUVJhRfD09PUyePBkbNmxQOFRodHQ0cw/26dMH+/fvl2lmqyqEQiHOnz+PMWPGoLi4GDweD+Hh4ejQQXrwQxb27duH48eP49atWygrK5P6XU9PD76+vpg5c2aNI1ePHz/GxYsX8fbtW2YmLjExEeXl5TLtR9OmTfH9999j0KBBCAkJgUAgQHFxMTOzIutyUVER0tLSpOTzeDzY2tqiZ8+e8PLygqmpKbS1tVGvXj1oampWe2wCgQDm5uYoKytD//79MWHCBHzzzTdQV1eX6bjExMXFIS0tDZqamrC1ta12dksWCgsLkZSUhJYtW9a+cS2kpaWhfv36rOUQEXg8Hq5duwZXV1fW8j4HhEIhioqKah3BFx97deTk5ODNmzfQ1dVFUFAQzp07h3v37jF9zHfffYd+/fqBiCASiSASiZjlqtZ5eHhAR0cHAoEAW7duha+vL/r06YNDhw4hIiIC4eHhCA8Px8OHD/H27VuJfdHQ0ICjoyM6duwIT09PufoNoVCIM2fOYNOmTQgLCwMANGjQAD/88APmz58vs5zK3L9/Hx4eHnj//j06dOiACxcuyDyr9O2338LR0RHTp08HUDGz0bZtW8THx+PgwYPw9PRUaJ+Cg4MxYMAAqKmpwcjICB8+fGA1yyGW5+7ujiVLluDevXtYsGCB3HKEQiGGDx+Oc+fOwcHBATdv3lR49v727duYO3cunj59CqAilcGyZcswatQoZnYlNTUVJiYmNc6GFRQUYMeOHYiMjMTLly8RFRUFgUAgtR2fz4etrS3Kysogfje0sbHBjz/+CE9PT2hoaCA0NBQCgQBGRkYwNDSEkZERDAwMqu1rw8LC0KdPH3h4eGDSpEno3bs3VFRUkJSUBB6PBwsLC4XOjRgiQlZWlsRsj6KUl5fXOIP5T5KdnY34+Hg4OTl96l1hqIsZnGgAZn8vmwGIrqLOGAC7Kn3fBWBMbW19yT44H3Ps2LF/pB15RyuLi4spODiYvLy8KDAwUKY6qampdPLkSZo9eza1adNGYpTkm2++oaioKEpKSqLc3NxaRzxEIhHdvn2bhg0bVuPskra2NrVu3Zrc3Nxo5syZtG7dOjp27Bjdv3+fUlJSah05unLlitS+Vi716tWj3r1707JlyygoKEgh34vjx48zTobiYmlpSf7+/kpxBhXPBurp6VFwcDArWWVlZXT06FFm9g+oCG3L1vY6Pz+fzp49SzNmzJAYFROX7t27U1RUlFwyy8vLKTExkW7fvk2HDh0iHx8fmjJlCuMXUlXh8/m0cOFChRPsVY7GZWtrS3PmzKFz584p7NwcGRlJQUFBnH8ah1JJT0+nAwcOkLu7O3Xr1k2u/r+8vJz2798vEaRGX19fqh/m8XjUunVrmjhxIvn7+9PDhw9l8o36uA/Nz8+nrVu3ko2NDSPbzs6O9u3bp/D/QiQS0Y4dO5iZralTp8odaCEwMFDivH377bcEgIYMGcLKzy8tLY1at25NQEU0LbYIBAKqV68e6erqUnFxMasReIFAQK6urgSAOnfuXKVfnayIRCK6ePEide3albmuTZo0oV27dlFxcTEFBQWRu7u7XNelvLyc4uLiKCgoiHx9fWnChAnk5OTEhICvqlhZWdHOnTvlvpdevXolc+Jhjs8bsA0TXYWCswGSQQbWV1HHCMAbVAQYMPx72ai2tv5NCs6/mYyMDDpz5gzNmzePOnbsKBEVpDbevHlDGzZsoIkTJ5KTkxPjpCwuqqqq9ODBA4UfNC9evJCKrCQumpqatG3bNnr8+DGrsKBCoZC8vb2rVZzOnj2rsOzKuLi4kLW1tVLM08QIhUIKCgqizp07EwD69ddflSL3jz/+qDI/CADS0NCg1atXszbZ2L17NyNTT0+POnfuTFOnTmVMGpKTkxW6b0QiEf3vf/+jw4cPs57G5+D4pxAIBDL9p0QiEV26dKnaAZ9GjRqRu7s7+fr60o0bNxR6+btx4wb169ePiCpMdpcuXUoGBgZMG66urhQcHMxKgSgsLKQJEyYwfcru3bsVliXmypUrBIBMTEyUEoZ63rx5BICWL1/OWhYR0ZAhQwgAXblyhbWsgoIC6tKlCwGgPn36kEAgoGvXrsmVd6oyIpGIbt68Sf369WOus7m5ORNmvlevXqyj3wmFQoqKiqrSJF1cnJ2dKTw8nFU7HF8m1Sk4Mpmo8Xi8YwB6AzABkArgJwBnAQQAsAKQCGAEEWXxeLwOAGYS0bS/604B8OPfotYQ0f7a2vtcTNQ45INqMbWoCaFQiLdv3+LFixd48eIFIiMjUb9+ffj5+ckt8/Xr19i2bRvS09ORmZmJrKws5jMvLw8A8MMPP8DX11ehfQUqzHwmTZqEU6dOwdDQEJaWlmjUqBFTLC0tYWVlBRcXF1bmCbm5uRg8eDBOnjypFFOgjyEi3Lp1C7t27cK2bdtgamqqsCyhUIjAwEAIhUKoqKhAVVWV+ay83KpVKzRu3FihNkQiEfbu3QtLS0vY29ujUaNGrJ1cOTj+7aSkpOD7779HYGBglb/zeDxcunQJbm5uCrdx6NAhTJs2DU2bNkXHjh1x7NgxlJWVQU1NDWPGjMGCBQvQrl07ueUWFBQgPT0dNjY2iI+Ph7u7O/766y80atQIgYGB6Nixo8L7DFSYANrb2yM5ORmnTp3C8OHDWckDgJkzZ2LXrl0IDAyEu7s7a3n79u3DtGnTMGfOHPj5+eHFixdo27atwvJycnLg4uKCp0+fYtCgQdDW1oa6ujqOHDnCaj8fPnyItWvXSgUcatu2LYKDg2FmZqaw7HXr1uHMmTOwtraGjY0NbGxsmOXGjRuzMtvl+LKpzkRNZh+cfxJOweGoK8rKypjoKi1atJA7oomYpKQkFBUVwcLCQipCkjJJS0uDvr7+P9J5l5WVye0bwsHB8eVQVlaGjIwMpKWlIT09XeJTKBTCx8dHbl9BIoKPjw9+/vlnifV8Ph8zZ87EnDlzWPkzeHl5wdHREU2aNMHYsWORnZ0NFxcXHD9+nNWgz/nz5zFo0CBMnDgRhw4dwrhx41i/4P/555/o1KkTOnfuzPgwKTqYU5n379/D3NwcjRs3RufOndG6dWv89NNPrGSmpaWhZ8+eiI6OBgCoqKggMjJSYZ/jyqxatQre3t4S62xsbHD16lU0a9aMtXwOjsqw9sH5JwtnosbBwcHBwfF5U1JSUmWi1hYtWiglQ/qZM2cIqEgyKzZ9XbRoESvTYiKipKQk0tHRoe3btzMmVcrY3zlz5tDAgQNJU1OTjIyMKCoqirVZmY+PD/Xu3VvCjPvnn39mJbO0tJQCAwNpwIABEtdt7NixrOQSEV27do1atWpVZeQ/U1NT1tHAODg+BtWYqCk2fM3BwcHBwcHxnyUnJwdubm44dOiQ1G+JiYlYsWKFVN41efjw4QO8vLwAAG/fvoWGhgZOnDiBDRs2sI4ode7cORQWFmLOnDkAKkzA2OQDE9OwYUNcuHABJSUlyMrKQuvWrVFaWspK5vz585GQkFBldDFFUVdXh5aWFuLi4iTWHzt2DK9evWIl+6uvvkJUVBSKiorw6tUrnD17Fr6+vpg0aRKaNm2KYcOG4fr166za4OCQhc8j7hwHBwcHBwfHF0FiYiKmTZuGsrIyeHp6okmTJrCxsUGTJk3QpEkTNGzYUGHzX6DCsmTKlCnIyMhg1pWUlODXX39FixYtFPLlqcyZM2ckvs+aNQuzZ89WOFy1mI99TLp27YpvvvmGlUxdXV3s3bsXX331FSs5HzNgwAC4urrC398f//vf/5hkmD4+Pvjjjz9Yy1dXV0fLli3RsmVLDBkyhFlPRDWmfuDgUBacgsPBwcHBwcEhM40aNcLVq1frTP6vv/6K4OBg5ruGhgaGDRsGLy8vODg4sJKdnZ2NmzdvSqzz8PDA999/z0ouIK3grFu3TilBUPr06YMZM2Zg165drGVVRkNDA/Pnz8f48ePh7e2N3bt34/jx41i5ciVat26t1LbE8Hg8pcyWcXDUBmeixsHBwcHBwSEzbGZnaiMqKgoLFy4EALRu3RqbN29GcnIyjh8/jq+++op12xcuXGASCGtpaeGPP/7AL7/8UmNCSlmprOB8/fXX6NmzJ2uZYtavXw9LS0ulyauMqakpfv31V0RERKBXr17w8fGpk3Y4OP5JuBkcDg4ODg4Ojk9OaWkpZsyYgdGjR2PatGno2rWr0sPAi83TLC0tcfbsWbRv315pshs2bMgsr1mzRmlyAUBfXx979uxhFcq7Ntq2bYsbN27g3LlzyMnJgYGBQZ21xcFR13AKDgcHBwcHB8cnJzc3F+fPnwefz68T+UVFRbh8+TJ69OiBU6dOKT23mKmpKVRVVeHh4QFHR0elygaA/v37Y/LkyUqXWxkej4ehQ4fWaRscnyfEIpfh5win4HBwcHBwcHB8ctgkGpaFK1euYNKkSdiyZYvc+X5kQUVFBY0aNcKqVauULlvMpk2bcOrUqTqTz/FpCA4Ohq6uLszNzWFubg5tbe0at09OTkZiYiKKi4shEAgkPsXLxsbG8PT0rNH88tWrVwgICICKigqWL1+u7MP6pHAKDsdng1AoxKtXr/Do0SP07t2bdYI0oVCI5ORkvHnzRqL07t0bU6ZMUVhuQUEBPnz4ABUVFaiqqlb7qaOjwzpxZnp6OkxMTP6RUZXCwkLWSUsLCgoQFRUFAwMDGBgYgM/n18mLRHBwMIgIDg4OsLCwUOr5KS8vZx2GluO/Q25uLjQ1NblM6l8ATk5OGDZsWJ22sXz5cjRv3rzO5BsaGrJ6fnHUHX/99ReCg4PRvn17ODo6yqWwFxUVYcCAAcx3Q0NDWFhYMAqPhYUFxowZAzs7OwCAqqoqpk6diqioqCrlubu7Y/fu3VUqN9HR0Th58iQCAgLw/Plz2NnZISws7F81ewNwCs5/GpFIBB6Pp9BNnZWVhVu3biE0NBQdOnSAp6en3G3HxMTg0aNHTHny5AmKiorQo0cPueWJuXXrFnx9ffH69WskJCSgrKxM4vfGjRtj586dCskWo6WlhYCAAPz8889S8sV06tQJISEhrBWc5ORkTJkyBdu3b4e1tTUrWVURExODU6dO4dKlS9i+fTtrs4p69eph/fr1EiOM9erVYxQeAwMDtG3bFqtWrYKxsbHC7ZiZmcHZ2Rnl5eUwNDREmzZt4ODgAAcHB7Rp0wb29vbQ1dVVSHZYWBhmzpyJHj16oGfPnujRowcaNWqk8L4CwO3bt+Hk5MRagfxcqci1hi/iAfnmzRvEx8dDTU0N6urqVX6qqanBysqKcWjPy8tDbGwsYmNj8fr1a4lPGxsb3L17t9Z2c3Nzce/ePdy5cwcNGjTAvHnz6vpQOT7CysqqztuYOnVqnbehjIAIHJI8evQIKioqaNeuncKBLOzt7TFjxgwsW7YMQIWfV/v27SWKmZkZ00+WlJQgMjIST548wZMnT6Crq4uCggIAFdH+srOz8eLFC3Tu3BkTJkxglBvxYLC9vb2UgqOjo4Nt27Zh8uTJEv1xbGwsAgICEBAQgGfPnjHr9fT0cPr0aYWfl581VWX//NTFyclJ+alOPwEikYh27dpFDx8+lKuOPCQkJFBJSYnM2xcVFdH58+dp2rRpNG7cOJnr5eXl0cWLF2nhwoXk6OjIZJU2NDSkjIwMmeWUl5fTzp07ydjYWCrLsbi0atWKPDw8aPbs2bRq1Sras2cPnT9/nsLDwykxMZGKi4trbCM6OpomTZpEqqqqVcrX1dUlZ2dn8vT0JF9fXwoKCqLXr19TeXm5zMdBRPTs2TNydHSsso3t27crJTM2EVH//v1JW1ubfH19qbS0lLW858+f088//0z29vbM/h46dIi13JycHAoODqb58+dXeU7q1atHPj4+VFRUJLNMoVBIycnJFBYWRgEBAbRx40aaO3cuDRs2jPT19au9h3r16iVzxmyhUEh5eXmUlJREL1++pLCwMKnramNjQxMnTqS9e/dSTEyM3P9Tb29v0tDQIFdXV9q0aRO9fPlSbhm5ubk0Z84cunr1qtz3QVFREYWGhpJQKJS5TlJSEl2/fl3mOp6enuTt7U1RUVFy7ZsyePbsGb169UqmbUtKSujHH38kFRWVau+fH3/8kUQiEeXm5tL3339f47ZLly6l27dvU2pqqsQ1ff/+PQUEBNCcOXOoXbt2TJ+poaFBb968kev4hEIh3b9/nxYvXkx//PGHXHU5OP6NZGRkyPXuUxtxcXGkpqZG9evXp3HjxtGhQ4fow4cPEtuUl5dTSkoKPXr0iM6fP0+7d++m//3vfzRjxgwaPHgwOTs7k5GRUbV9hbm5OY0fP54mTpxIDg4OpKamVu22AKht27Z0/vx5EolEVF5eTrdu3aJZs2ZRgwYNqty+U6dOFBsbK3VsJSUl5OPjQ7q6ulJ1Tp8+rbRz+KkA8Iiq0CV49PfI2+dEhw4d6NGjR596N5CVlYWSkhKp2PaykJeXhxkzZuD48eN4+PAh2rdvX+OoQFpaGrZt2wZLS0vMmDFD6veSkhLEx8eDz+dDT08PgYGBOHToEIqKihAWFlbjvqSmpuLMmTM4e/Ysbt26heLiYgDA1q1b0a1bNxARRCJRlZ9xcXHw9/dHREQERCJRtW2oq6ujXr160NHRqfFTvCwSiRAZGYkHDx5IJHOTFUNDQzRs2BANGjSQ+uzVqxeaNGmCN2/ewNfXF/v372dmWqytrZGZmYn8/HwpmVpaWmjVqhVsbW1ha2uLXr16oXv37jXuR1lZGdauXYvVq1czoUfFqKmpoVevXhg6dChmzZql8Oj2jRs3mCRvM2fOxPbt21mZUN26dQvu7u7IysoCAMydOxdbtmxRSNbFixdx6dIl3Lt3D8+ePUN1/cn48eOxbt26amdCoqKicPPmTbx79w6JiYnMZ3JycrWzZB+jqakJDw8PODg4wMjICHl5eTWW3Nxc5OXlIT8/v9r9/hgej4fWrVujb9++aNGiBYRCIcrLy1FeXs4sf/z57t07ZGZmIiQkREKWubk5unfvDhcXF/To0QN8Ph/q6uoSswnq6upQVVUFj8dDTEwM5s2bh+DgYOjp6aFv374YNmwYBg4cCD6fX+v91atXL8TFxWHgwIFo3749nJ2dYWhoCAMDA+jr60v1T0KhEE2bNoVIJMKECRPg6emJli1bMr8XFxfjzp070NHRga6uLkJCQrBo0SIAQLt27TB27FiMHj261tC2xcXFGD9+PEpLS2FhYQELCwu0bt0aw4YNk3kktbCwEM2aNcOePXswcOBAmer8+eef8PT0xOvXryXWGxsb48iRIxLRql6/fo3169fj4MGDNWam5/P5sLKyQlZWFpKTk6vdjsfjQV9fnyl8Pl9qWVdXF2lpaXj16hWePn2K7Oxs6OnpISYmBjo6OigvL0dZWRlz/338vbrfLC0tcfr0afz4449y9SNEhPz8fKSlpSEtLQ0tW7ZkNQsrEonw5s0baGlpwcLCQmE5QMXzMSMjQyE5H5ukFhQUsB7NTk9PV7o/UU5ODl68eFHrM6kmiouLUVJSIhHEITExEWZmZnJZG5SVleHFixdo1apVrb4icXFxsLGxqfa/HBoaCl1dXcak2cDAQCaz5rdv36Jz584YOXIkPD09UVhYiIyMDJSVlaG0tBRlZWUyLVded+XKFaSnp0u0o6+vD21tbZSVlSEnJ6fG96Dq0NHRQWFhodT6hg0bwtHREe3atYOjoyOuXbuG3bt3o0WLFvDx8cGIESMQHx+Pbdu24dSpU3j//j2ACl+vPn36YOTIkQgJCUFgYCBWrFiBFStWVHsdX79+DQ8PD/z111/MuqVLl2LdunVyHUtRURFSU1NhY2MjV726hMfjPSaiDlLrOQWnegYPHozIyEjExcXJVe/JkycYOXIk8+BUUVFBaGholTHx4+PjsXHjRuzfvx/FxcWMb0FsbCxiYmKYz4SEBBAR2rZti5iYGAgEAgDAwIED0aFDB+Tk5CA3N5f5zMrKwrt375Cbmyv14q1smjZtiqKiIhQWFqKwsBBCoVAhOaqqqhAKhfD390f79u2RmpqKDx8+MJ8fLxcVFVUp58iRIxg3bhzz/d27d1i/fj327NmDBQsWYM2aNUhOTsbLly+lSnZ2NlNv9uzZ2L59u0z7HhERgUmTJuH58+fw9PSEuro6goKCkJ6eDkdHR0RERCh0ToCKF4uOHTuitLQUZ86cQZMmTRSWBVS8DLZt2xYJCQno1q0bK1O6cePGMVmvrays0L17d3Tr1g3nzp3D1atX0alTJ2zZsgWdO3euUY6/vz9mz54ttb5hw4awtLSElZWV1OeaNWsQFBQECwsLzJo1C15eXkhISECHDlL9XJV8/JJZuURHR0tM439q1NTUQETV/rd4PB60tbWZARCx0qGjo8Msx8bG4v79+9XW19PTk/CdMjAwwMuXLyX6v06dOsHT0xOjRo1CTk4OmjVrVuu+9+jRA2PGjMGIESNgYmIi9TsRoUGDBkhPT4e2tjZmz56NJUuWVLltTcyaNQuOjo6YOnWqzIMJhYWF+OGHH+Dv7y+x/ocffoCvr6/U9ikpKfDz88Nvv/2GgoICGBgYYM6cOYiOjkZMTAxiYmIk+iUrKysUFRVJDOJoaWnB1NSUUbQ/xTN4ypQp2LdvH8rKypCeno60tDSkpqYyysvHRfxbSUkJI+P06dMYNmwY8vPz8euvv2LKlClVXjOxIhMZGYmXL18iMjISkZGRePXqFQQCAVasWFGtUz4RISEhoUrz3Pj4eFy+fBnBwcG4ceMGevfujYsXL8p1Hs6dO4esrCxMnjwZ0dHR8Pb2xuPHjxEVFaVwn0hE6Ny5M0aMGIG+ffuibdu2CsmpLG/Dhg0IDw9HaWkpgoKCFJZ15MgRTJ8+He7u7pg8eTJcXFxw6dIlrF27FidOnJA5z86zZ8/Qtm1bqKiooFmzZrC3t4e9vT3s7Oxgb2+P5s2bM+fv999/x+bNm7Fy5Up4eHhImNcREdTU1KSUBnFf9nF/9PGyn58fYmNjAVT8r8SDt3WBiooKTE1NYWVlBTMzM5iZmcHc3JxZFn8/ceIE5s+fDz6fj9zcXKZ+06ZN4ejoKFEqhxUHgLFjx8LV1RWenp6M0v3o0SM4OztDRUUFvXv3xsiRI+Hu7s4o0NOnT8ekSZPQtWvXGvc/MTERDg4O0NXVRXJyMlxdXXH58mW5zR1XrFiBDRs24P379zAyMpKrbl3BKTgKcPfuXWRkZMgcMpGIsHPnTixYsEBilE9HRwf79u3DqFGjmHVPnz7FL7/8goCAAJlGBFRUVBQaOdDQ0ICqqipKS0ulXo5cXFxgYGAAFRUV8Hi8Gj/Fy+IR6bi4OCQlJUFTUxOZmZkSozilpaUoKipilB5ZP6dPn47AwECkp6fLNKMgdvb/WBEaPXo0bG1tpbZ///49Lly4AC8vryrlERFSU1MZZcfBwUGuRG0lJSVYtWoVSktLsX79egiFQoSFhaGoqAh9+/aVWU5VPHjwAB07dlSaj0NhYSEmTpyInTt3sgqVeufOHSQnJ6Nbt24SD0dXV1dMmjQJY8eOlWkU/q+//sKFCxcklJhGjRpBU1Ozyu2LioowfPhwTJ48GcOGDWMepqmpqdi4caPUqHhVRUdHp8rzSURo164d4uLi0KpVK9jZ2cHMzAyqqqpQU1Or9rO63y5cuIC4uDj8+eefTBt8Ph8NGzaEiYkJtLS0mBF28Si7eLny9/z8fAgEgiqVHFVVVaiqqqK8vFzhfkJNTa3aQYOPUVdXh6urK9TU1KCjo4OCggIkJCTg+fPnUts2atQILi4u6Nu3L0aPHl3li+Pq1auRlpaGZcuWKTRjDlTMOCnqmxASEoLJkycjOTkZW7duhZubG1q0aFHt9tnZ2fD398fWrVtx//59xqlcJBIhJSWFUXgaNGiAQYMG4fLlyzh8+DCCgoKgoaGBpKQk6OvrQyQSobCwkJlNfPPmDa5fv44///wTz549k7oe6urqaNq0qYSvkLh8vE5dXR1FRUVMcJXKyompqSnKy8slBnRqgsfjwcTEBPXr12fK5MmT8ejRI2zevBlmZmZ49uwZ3r59yygwYoUmKiqKGZCrjIGBAezs7DB+/Hj3ev3wAAAgAElEQVTMnDlT6vfk5GTMmjULHTp0wIoVKyAQCHDr1i0EBwfj8uXLiImJYbbV1dXFoEGDcPToUZn7yJMnT2Ls2LGYP38+MjIycPDgQYhEIjRs2BDXrl1j/B3kJSYmhpnp7NmzJ5YsWYIBAwYo3HfHxsbCyckJ+fn54PF4iI2NRdOmTRWS5efnB29vb8bPw8rKCt26dcOxY8dgbGyMo0ePon///rXKefLkCZYvX44XL17g3bt3Ur+rq6ujVatWsLe3R/369bF161YAFYlbV65ciZEjRzLvJd999x1ycnIkBmnFRdHBWRsbGzg6OqJNmzbQ09ODuro6NDQ0mFnx6panTZvGKEyNGjVCr169MGzYMHTv3h2mpqYyPcsWL16Mzp07w97eHleuXIGjoyMcHBxkCn1eVYAbIsKBAwcwYMAANGjQQKY61REZGQkiwoABA/D48WOFZhmjo6Nx+/btat+jPgXVKTif3N+mqvIl+uBkZ2eTh4dHlXaRKioqtG/fPhKJRHTjxg3q379/tTaX9vb2NGXKFPL19aVTp05RUFAQ7dy5kyZNmkTNmjWT2r5Lly60b98+OnXqFF27do0ePnxIsbGxlJ6eLmGnX15eTvfv36fly5dTu3btCACtWLGC1TFnZmbSnj17KDw8nO3pk0Be34TPjczMzE+9CzJRUFBQJ3JFIhEVFhbWiezKbdQVWVlZdP36dbl9smpi7ty51Lt3b9qyZQu9fftWYTnu7u4EgLS0tMjNzY22bNlCr169Ys6HSCSi4uJiysjIoISEBIqMjKTw8HAKDQ2lvn37SvQdFhYWNH78eNq3bx/FxcUxdt7Z2dn09u1bioiIIEtLS4k6rVu3Ji8vLzp48CBTR8zIkSMl5O7du5dev34t07VSpi29omRnZ9OECRPo0qVLMtcpLCyk5ORkmbfPycmhvXv30u3bt2vdtqysjO7du0crV64kZ2dn4vF4pKKiIpOv0cWLF6lHjx412vfr6OhQkyZNqHPnzjR48GCaNm0a/fjjj7Rlyxb6448/6Nq1a/T8+XNKTU2V+C9kZWXRzz//TAYGBhJ+jdra2lW2w+fzqWvXruTl5UVbtmyhkJAQSklJqfa+EAqF5O/vT3p6egSARo8eTW5ubqSlpSUht02bNrRkyRK6ceOG3PfPkSNHpPyqjIyMaP369az7rt9//13C7/DatWsKy8rKyqIhQ4ZI7Of8+fNZ7V9BQQEdOnSIXFxcpK4Vj8cjb29vufq+nJwcunfvHu3atYu+//576tOnD9WvX7/Ge69Vq1Z05MiRGtsRP0eSk5Pp5cuXdP/+fbp06RIdO3aMfv31V1q3bl2VfpjNmzenyZMn0759++Tydbt37x517NiRfH19KSYmRuZ6XxolJSVKf2f71IDzwak7kpKSmFEgPp/PFPEosnhKdeDAgczIntj0LCYmBtHR0cjJyQFQYSd//fr1akci379/j3v37uHu3bu4e/cuXr9+jZcvX8Lc3Fzufb579y5GjRr1RUQ+4uD4ksnPz4eenh4rGSkpKdi0aRP69++PHj161Gr7Xpm3b9+iT58+6NKlC1xcXNC7d280bdq0xv/+iRMnsGXLFnTv3p0xPazObCwvLw8BAQEyyf3cUUa49LogPT2dMScdMWJEjdvS3/6TDx8+ZEpERAQzI9ShQweEhYXJNeOVmZkJPz8/bN++HXl5eVK/8/l82NnZwdbWFnZ2dkypHDWqNl6+fAkvL68qTSn5fD769u0LNzc3uLm5Key3s3//fkydOlXCNHDgwIE4cuSIUhKMenl5Ye/evdDT08OlS5dY+cwAFdfyxIkTmD17NjIzM6Gvr4/k5GSlRL0KDQ1F3759pWaFXV1dcfToUVaz+2lpaYiMjMS6deuk/A/FtGjRAt7e3hgzZozckcvOnj0LDw8PtG/fXqKPqmqWQxbKyspYRz3l+DRwJmqfMUSEzMxMRunp0aOHzH4W+fn5KC4urvMEaRwcHF8uxcXF0NTUlEvxEIlECodL5fj8KC8vx8uXLxmFZ9SoUXBxcZGp7ocPH7B69Wo8f/4cb968QVJSkpTv0JUrV9CvXz+F9q2kpARr167FunXrpIKKaGpq4uzZs/jqq69Yv4Du2rWrSnM4Ho+HDRs2YOHChazkA4CdnR3ev3+PK1euwNnZmbU8MWlpaZg9ezZOnjwJf39/fPfdd6zkZWZmYvjw4Xjx4gWys7OlTFvF/iRsFLTnz5+ja9euMDIygrW1NRo3bozGjRszy9bW1rC0tKzWFLkmXr16BUtLy89yMILjn4VTcDg4ODg4ODhYU1painfv3uHt27d4+/Yt3rx5A4FAAF9fX7mVkMTERMyZMwfPnz+XiPpWuXz11VcIDAxklTR427ZtmDt3LoAK/4qPHb6trKxYzzxmZ2ejdevWuHr1KhwcHFjJqo7AwEBs374dN27cUNoAhEgkQn5+PrKyspCdnc185uXlYcSIEdDX11dIbl5eHrS1tbmZEY46hVNwODiUyD81nR0eHg5nZ+d/xOSHG7Hn4OD4N/Lq1SucP3+eCckrb4Q+WXn27Bk0NDTQqlWrOpEvJjMzE2pqakoxqePg+NKpTsFRPJkGB8d/mB07dkBXVxdTpkyp06zSV69exatXr+Dp6VlnbQAVD+b379/LFEGHg4OD40uiVatWda50AKizWZuPYZN/iIPjvwI3XMvxryM5ObnOc0t4enpi4cKFaNeuHa5evVpn7ZSUlGDhwoXIzMysszY+fPiAgQMHwtDQsM7aqExVCc84ODg4ODg4OJQFp+Bw/Ot49uwZLCws4ObmBm9vb1y4cAGpqalKbcPY2BgLFizAixcv0L9/f3z99deIjIxUahtAhXN4RkYGli5dqnTZACAQCDBkyBC8e/cOjRs3rpM2gIqcRQcPHkTfvn3x+PHjOmuHg4ODg4ODg4NTcDj+dXz99dfYs2cPbty4gVWrVmHQoEFo2LAhGjdujBEjRmDDhg0S2dkVZf78+Uwm38uXL8PBwQEzZsxQqjIlTs63d+9e3L17V2lygQqfm0mTJiE8PBxaWlqsQoJWhVAoxLVr1+Dp6YkGDRow2ZblSZ7KwcHBwcHBwSEvnA8Oxz8OEeHRo0cQCATg8XgSBQCzbGJigmbNminUxjfffIPAwEAMHz6cCTuamJiId+/eoUmTJmjUqBHr4+Dz+ViyZAkzuyISibB7924EBQXh4sWLaN++Pes2KmcfnzlzJiIiIlhFEqrMTz/9hICAAABQSgQhMa9evcLBgwdx5MgRJCUlMet79uyJlStXKqWNypSWliI/Px8FBQXMp6mpqcLZvjk4ODg4ODi+bLgZHI5/HB6PBz6fj2XLlqFnz57o0aMHk6SrW7du6Nq1KwYOHIjS0lJW7QwaNAinTp2SiHZGRIiOjkZ8fDzbwwAAzJ49WyKxmKGhIR48eKAU5QaQVHAiIyOxefNmpcg9fPgwVq9ezXxXlnlaeno6fHx88Msvv0goN8bGxjh69CjU1NiNqRARfvjhB1hbW8PY2BiamprQ1NSEiYkJrK2t0aZNG+zevRsNGzZkeygcHBwcHBwcXyicgsOhFEQikVQ25Jpo0aIFbt++DT8/vyozsrdu3RqRkZFVZsyWh8GDByMgIABqampQUVFB48aNce7cOdjb22P69OlISUlhJV9HRwfLly8HANjY2CA7OxuDBg1CVlYWK7liKis4AODj44M3b96wknn37l1MmzZNYp2yFBxTU1MsXLhQKsv4gQMHlDJrxuPxsGTJEqiqqiIrK0tCCdbT08PRo0fx+++/K5T8jYiQkZHBeh85ODg4ODg4Pi2cgsMhF+Xl5YiJicHZs2exbt06TJgwAU5OTgplsFZVVcW8efPw119/SWVLvnv3LkaOHAkTExP0798fO3bsQEJCgkL7PHToUJw4cQJ8Ph+vXr3Cpk2bwOfzsWfPHjRv3hwrV65kpUhNnz4dtra2ePToEVxdXfHs2TP069cPubm5CssUU1JSAisrKwAVIUjPnz+P5ORkVjKFQiFOnTolkT1a3AYbiAj+/v7o2rUrkpKSYG5uDgCYN28eBg4cyEp2aWkpzp8/jzFjxsDS0lJqBq5Dhw548uQJxo4dq3AbPB4PS5cuhbGxMbp06YKJEydi7dq1OHXqFJ4/fw6BQMDqGDg4ODg4ODj+IYjosytOTk7E8fmQkZFBs2fPpjZt2pCGhgYBkCo7duyg2NhYKikpUagNoVBIW7duJW1tbbK2tqZTp06Rp6cnGRsbS7TTtm1bWrFiBYWHh5NQKJSrjZCQEGY5KyuLlixZQpqamgSATExMaNu2bQrv/5s3b4iIqLCwkHr27EkAqEuXLpSXl6eQPDG//PILZWVlUYMGDUhV9f/YO++wKK737d8LUgUEVBB7QbEXxB67Rg2W2DWgYi+xYFdMrKjka+9dFBvW2EUTC4qKihUbioANDSBd+s79/sG782Ol7u5o1Oznus7FMjvzzJnZmTNzznme+9FlbGysRvYUbNu2jQDYs2dP9ujRgzt37tTIXmxsLHv37k0A1NPT4+rVq3nu3Dna29szJSVFLZtyuZyXL1/mqFGjaGlpKV4DJiYmHDBgAPX09AiAkydPVvt3UxATE8ObN29y48aN1NHRyfEal8lk/Pnnn/ny5UuN9qVFy79Jenq6ZHZu3rzJJUuW8O7du5LYFASBwcHBPHjwIN3c3NixY0fOnz9fEtsK5HI5IyIi+ODBA547d467du3ikiVL+O7dO0n38y3g7+/P1atX8/Tp03z27BnT0tIk38fbt285Z84cnj17lnFxcZLajo6Oltymlm8PAAHMoS/xr3dmciraDs6XIT09nX/99ReTk5PzXTcpKYmbN29m1apVc3z5UxQdHR2WLVuWrVq14uDBg7lgwQLu3r2b165d47t37ygIQp77ef78Odu2bSu+FGdkZPDKlSucOnUq7ezslPZlY2PD4cOH88SJE0xKSlLrHLx69YouLi6UyWQEwEqVKnH//v351jMv4uPj2aRJEwJgixYt+PHjR7VtKXB2diYAHj16VGNbgiCwdu3aBEA/Pz8mJiYyJCREbXt37txhpUqVCIDly5fnzZs3SZKRkZF8/vy5yvYePHjA6dOns2zZsuJvXahQIXbp0oXe3t78+PEj4+PjWbx4cZ4+fbrAdmNjY3nr1i3u3buX8+fP54ABA9i4ceNsneicStu2bXnu3DmVr4tnz55x8uTJvHz5MjMyMlQ9FVq+IJrc85+bjIwM3rt3T+3tg4KCuGLFCrZr147/+9//1LKRlpZGf39/enh4sFOnTjQ1NSUA1qpVS+1rOzQ0lF5eXnR1dWXLli1ZpEgRpfuucOHCvHv3rtrtO5k56DRjxgzWq1ePJUuWpK6ubrb7e/To0Wrbz8rdu3e5bNmyzzIIkpqaysDAQHp7e3PBggUMDw/X2GZycjJr1qwpngddXV1WrFiR7du35+jRo7ls2TK12r1PUQx+yWQy1q5dm6NGjeKuXbv44sULjZ+1JUuWZPPmzenu7s5bt26pPPCZlYyMDC5fvpyBgYEa1UuqQQSpSUpK4rlz5/7takhObh0cGT9zQkR1cHBwYEBAwL9dje+SjIwMXLx4Efv378fRo0fh4OAAHx+fAm8vCAJ8fHywdOlSXLx4EUBmYH3Xrl0RGhqKkJCQPBNtGhkZoUKFCqhQoQIqVqyo9NfOzg4GBgYQBAGCIOQYkP7s2TOcOHECx48fh5+fHwRBEO22b98eXbt2RZcuXVSWPH7w4AFmzJiBM2fOAAAaNGiA//3vf2jVqpVKdhTExcWhXbt2otvaiRMnYGhoqLKdjIwM3L59G0FBQRg0aBB+/fVXrF27Vq06Kbh48SLatGkDBwcH3Lx5U231NJLYuHEjXF1dkZaWhu7du2P79u0wNzdX2darV6+wd+9e7N27F4GBgeLy5s2bw8nJCb169VLK3h0bG4vk5GTY2Ngo2UlOTsbjx4/x/PlzBAcH4/nz52LJLb7GwMAAlSpVQuXKlWFra4tTp07h6dOnkMlk6Nq1K8aPHw97e3vo6OjkWrKqAH56jpo3b46rV6+iaNGi6Ny5M7p164Yff/xR5TghQRCgoyONVzFJyVTzpCIlJUWtewTQ/NycP38eYWFhGDp0KID8z48gCAgKCkK1atXytJueng49PT2QxOXLlxEeHo7+/fsXqE6CIODq1avYv38/Dh06hKFDh2LhwoUF2jYlJQWXL1/GqVOncPr0aQQHBwMA9PT08Oeff8LS0jLP6zlruXTpEnbv3o2AgAAkJSVl25e5uTlKlSoFU1NTmJiYFOiv4nOhQoXg6+sLT09P3LlzJ89jsrCwQMmSJXMtZcqUyRb7l/Vc7t27F7///jvCwsKyfV+rVi00atQIDg4OqF+/PurWrau2IMqoUaOwadMmNGrUCGPHjoWzs7NadhRER0ejT58+uHTpEuRyOYyMjHDkyBF07NhRLVsPHz5EUFAQnj59iqCgINy+fRvv37/Ptq6ZmRnGjBkDV1dXJSEdINN1+vXr14iJiUF0dDRiYmKUyqfLwsPDERkZmWOdrK2tMXbsWPTu3RuCICA9PT1bSUtLy3F5eno6Dhw4gPPnz4v2ihYtirZt24r56T59RuSHq6srVq1ahUqVKqFnz57o3r07GjZsqFL7snTpUvj7+6N///7o0qVLgZVPU1NTsWrVKgwYMECsN0lkZGQoiSVlZcuWLahXrx4cHBzytU8SRYsWxcCBA7F48eIc45+/RWQy2W2S2U9ATr2ef7t8LTM4Li4ubNiwoUY2BEHgH3/8ofH0971799i1a1cePnw423f5ueckJSVx3bp1bNasmeiSpSg//PADBw4cyD59+rBbt27s0KEDW7VqxcaNG7Nu3bqsVq0aK1SoQBsbG1paWtLY2FjJhcfAwID6+vp88+aNuL+UlBQ+e/aMPj4+3LBhA6dOncpevXrR3t6eFhYWuY6S379/X6VzEhUVxV27drF3797iaCIALlu2TCU7WTl//jzr169PAGzdunWe68rl8jxnED58+MDatWvTwsKCjx8/Vqs+z58/Z5cuXfj27VsWLlxYkpFGT09PmpmZcdeuXeKyBw8eqGwnOTmZ1atXp56eHleuXKnRiNfMmTPF36927dr08PBQaxTU19c3x2tLX1+f1apVY9euXTlp0iRu2LCBf//9N8PCwpRGn5OTk2ltbc3Ro0ezUKFC+c7sZC0ymYy6urrU09OjgYEBjYyMaGxsLM4OZi16enps1qwZly9fXqC24fXr15w4cSKrV6/OiRMn0sfHR+1R7YCAANrb23P37t0auaQkJiayR48efPjwodo2yMxR0xMnTnDEiBGMjIxUy8bWrVt58OBB/vPPPyptJ5fL6e7uTh0dHa5cuZIbN25ko0aNuHv37lzXP3jwIGvWrKnUziQlJTEgIICenp6cPHkyf/zxR9rY2LBXr15csmQJq1SpQgA8e/Ysycw2+82bN7xz5w59fHzo5eXFJUuWcMqUKezUqRPLlSsnumAqyqhRozht2jSOGzeOw4cPp7OzM3v16kVHR0e2bduWTZs2Zc2aNWlmZpbjNfe1lokTJ1IQBN64cYODBg1SekaVLl2aLVu2ZOXKlWlsbJynnUaNGuX7e6ekpHD16tUsXrx4rnZ0dHSYmJio0nX06T4aNWpEALx06ZLadrLSq1cvAmCRIkXo5+entp3Fixfn+3sUK1aMCxcuZExMTK52/Pz8NP7dbW1tuWDBgs9+fclkMurr69PY2JhmZma0tLSktbU1S5UqxXLlyrFSpUq0s7NjjRo1WKdOHZqbm2ezUahQIVpbW9Pe3p7dunXjwIED+euvv3LGjBlcuHAhV69eTU9PTx46dIhnz57lsWPHlPZvYWHB+vXr85dffuHkyZO5ZMkSenl58dy5c3zw4AEjIiLEmacePXqwUKFC7NGjB8+dO8fXr1+zUKFCrFatGrt37043Nzfu2rWLAQEBTEhIoKenJwGwQ4cOvHLlSp6/f/PmzWlkZEQArF69ulqupcuWLaONjY1k7vJSAO0Mjup4enrizZs3GuXuWL9+PX799Vc0aNAAN27cUHnU9PHjx5g7dy4OHjwIAOjYsaM4yxAdHQ13d3dUrVoVI0aMELd59+4d/P39cf36dRw/fhxBQUFq11+Bnp4eDA0NYWBgAENDQ/Fz0aJFsXfvXqSkpBQ470hsbCxCQ0PFGR/F3wMHDsDU1FSt+qWlpcHX1xcnTpzAhAkTNMqBIggCDhw4ADs7O9SrVy/PdZs1awY3Nzc4Ojrm+H1kZCTev3+PWrVqqVWXM2fO4KeffsLDhw9RpUqVXEdxVCUhIQEGBgbQ19fH3bt3sWHDBmzevFllO48fP0ZiYiIaNmyoUX2ePHkCLy8vODk5oWbNmmrb+eeffzB8+HDY2tqicuXK4qxMmTJloKurm+/2MTExSE9Ph5WVFZo0aYL09HRxRlHdEh0dneuMJpCp/lalShXY2tpmK9bW1pDJZEhKSkKRIkWQkZEhbmdoaIgWLVqgQ4cO6NChA6pXr16g9mXmzJnw8PAAAJQqVQrjx4/H8OHDYWFhUYAz/H8sX74ckydPhqGhIZYuXYoxY8YgKCgIz58/R5cuXQpkIz4+Htu3b8fEiRMBAPv370efPn1UqgeQqZZ44sQJtG3bFmvXrkXVqlXz3SY6OhoDBgzA6dOns303aNAg7NixQ/xfEAQcOXIE8+bNw8OHDwEALi4uiI+PR2BgIF68eCHOJitQ/BZZf3tbW1tERUUhNjZW5WNUFR0dnf/zRc9Sp27dusHQ0LBA165cLs/2f1xcHCIjI5GcnIyEhAS4uLhg1apVSnmoFH9zWvbp3z59+ig9vz58+IAdO3Zgw4YNSEtLQ2hoKHR1dUESCQkJCA8Pz7FUrly5wDNcCQkJWL58OZYuXQoLCwtcvXoVt2/fxu3btxEZGYmNGzdqdO7fvHmDkydPYuTIkZLMlIaEhKBfv37YsmUL6tSpo7adixcvYtOmTbCzs4OdnR2qVq2K4OBg9O3bF2XKlMHUqVMxdOhQGBsb51ufYcOGwcLCApaWlrCwsFAqny47cOAARo8eDVNTU/Tt21dM+iyTyfDDDz9AR0cHenp6SkVfXz/bspyWX7p0CX/99ZdYN0NDQ5iYmMDY2Bg6OjrIyMhARkYG0tPTxc+Koory6+dGV1cXVlZWIKk0o1a6dGnExsYiMTExx+2KFSum5J3QsmVLzJo1C+3atVO69iIiIlC9enV8+PBBXKanpwd3d3dMnjy5QM9HALhw4QL279+PDRs2SOZRoCm5zeBoOzifgbCwMJQvXx7Xr19Hy5YtIZPJcPnyZTRq1CjXbTIyMvDXX3+hU6dOAIDg4GDMmzcPe/bsAUnY2Nhg1qxZorzv2rVr4e7ujtjYWGzduhXx8fHw9/eHv78/Xr16pWTb1NQUlSpVgr6+Pt6/f6/0fc+ePTFu3LgcOy9ZP38tF/LXxvDhw7Fr1y6cOHEC7du3l9z+qlWr4OrqioEDB2Lnzp2S2yeJ1q1bo1ixYjh06JDk9v/rkETDhg0REBCAIkWKwMHBAeXLl4exsTHevn2L4OBgBAcH5+j6A2TKkCs6O9euXcO7d+8AAJaWlkhJSVHarnTp0vjxxx/RoUMHtGvXDpaWluJ3a9asQZMmTeDg4ACSuHTpEpYvX46TJ0+K+xkyZAhcXV1RsWJFcbs7d+7kmtNJEAQsXboUs2bNQkZGBjp37ozOnTtj+vTpuHPnjpKd3Lh16xYcHR1F95Xhw4er3NFOSUlB0aJFkZSUhCpVquDUqVP5JggOCAhAr169sikzDhw4ECNHjkSTJk0gk8ly7NjkRNmyZVGtWjWkpqbi8ePHiIiIyHXdwoULw8rKCtbW1rCyshJL0aJFkZiYiLCwMDx8+BD3799XkkGfNGkSGjRoACMjIxgaGir9/XSZoaEhdHV1IQgCAgICcOzYMRw7dgyPHj3CpUuX0LJlywKe3dxJS0uDj48Pjhw5gtWrV8PMzExjm1kRBAF//fUXatWqJSoySk1kZCQWLlyICRMmoEKFCp9lH1IRGRmJ4sWLS253yZIlKFasGJycnCRLIv0pU6ZMQb169dC9e/d8O0+qIJfLUaNGDZibm6NHjx7o0aOHSsnBSUIulyt1epYvX44FCxYAAGxsbNChQwe0bt0aDRo0gK6uLhISEvItEREROH78eLb9WVpaws7ODqVKlUKZMmUQFxeH9+/fi+Wff/7JtdNVqFAhtGrVCg4ODsjIyMDTp0/x5MkThIaGZhtcAYCGDRti1qxZ6NKlC2QyGSIjI9GmTZsc27EWLVrAy8tLsnQRXxqti9oXIikpidWqVWNYWBhLlixJANy4cWOe26SlpbFPnz50dnZmWFgYhw4dKgZCFitWjMuWLWNSUhIFQaC3tzcrVKiQ53RsrVq1OHz4cG7bto2PHj3KFnT39u1b7ty5kwMGDGC1atUYFRX1OU/Jv4YgCNy6detnnUpdt24dAdDIyEgyd4SsjBkzRpwi/xyBq4cPHyYAtmnTRnLbWUlKSlLLDe5bJzAwkDNnzqSfn1+ugaeCIDA8PJxXrlyhp6cnZ82axb59+7J+/fo0MzPL0/2idOnSdHR0ZIMGDZTcknR0dNioUSPOnj2bV69e5YoVK6ijo0NXV1cmJCSI+37y5AlHjhxJQ0NDsf3o0aMH/fz8KAgCy5Yty3379uV5jLdu3WLlypWV6lW3bt0Cu9AFBwfT1taWQKZIhaqujj4+PgQyXUqjo6PzXFcQBK5fvz5XNUhHR0d+/PiRgiDwzz//ZK1atXI9940bN6afn59S+5KQkEBfX18uWbKEffr0ydZWL1mypMDH9fHjR549e5ZTp05lvXr12LFjR5XOS04EBwfz8uXLGtvRouVrID4+nq9evZLMXlJSEnv37k0PDw/eu3dPbbfrRYsWEQDLlClDZ/G1kV8AACAASURBVGdnbt68mUFBQfnaS0lJURJT0tXVZZ06dTh06FBu2LCBN2/eVBKFSktLE90hs5YSJUqwadOmdHZ25uHDhykIAq9cucK1a9dy2bJlXLRoEefMmcMZM2bQ1dWVo0eP5sSJE1V28f1agFZF7cuwa9cusWMCgEOGDMnzok5JSWHXrl0JgFZWVqLftYWFBRctWiS+jFy5ciXHCxkAK1euzIULF/L8+fMqSyYKgqC2jO+3wO7duzWWgM6Lq1evir9D4cKFefXqVUntt2vXTrQ/YcIESW2npKSIL2D29vaS2s5KSEgI69Wrx8DAwM+2j+8VQRAYGRnJvXv35njv6+josFKlShwyZAgfPXpEb29vDh48WBxcUZSs8URlypTh8ePHlfYTGRnJBQsW0NraWlyvYcOGYgfL3d09z3YsJiZGjDNRlCFDhhT4OCMiItiwYUMCYHBwsErnaNy4cRw6dGi+93daWhp/++032tvbs3379uzbty/HjBnD3377jcuXL+fOnTt54sQJvn37Vlw/NDSUvr6+9PLyoru7O4cPH84OHTqwatWqNDEx4fnz5/OtX2RkJM+cOcN58+bRyclJqYOpCpGRkVolPi1avnIEQeDhw4cZEhKicgfp6NGjHDx4MNetW0d/f/98B4nOnj3LcePGccWKFTx27BgDAwM1ih/7VtF2cL4QLVu2FB/wenp69PT0zFWC9+PHj/zxxx+VXgpMTU05Z84cpVHBEydOsEuXLmzSpAkrV65MS0tLpdHawoULa18ec0Eul4ujsLa2tjx48KCkcrAJCQlKv4WZmZkokywF5cqVE20bGxtLOtvm4eEh2q5QoYJkdrNy+vRpWlhYsFq1al+1DO/XTEZGBrt168bGjRtz0KBBXLRoEQ8fPsyHDx/mOjghCAIDAwO5dOlStm/fPkdp3J49e4ov8wqSk5O5fft2JelYRRk8eHCOnYjY2FiljnjWsnXr1gIfZ2JiIh0dHfOd8f4UxQjll0YQBEkk4LVo0aJFi/poOzhfgKCgoGwPeFtbW/r7+2dbNz4+nq1atcq2vrW1tVJCytzIyMhgZGQknzx5Qj8/P96+fftzHNJ3wfHjx5XOcZMmTSSdafl05NrCwkKSxHdJSUnZ1JDmzp0rQY3Jd+/eKSnPWVhYSGJXgVwu55w5c8T6S1Xv/yKCIGj0Au/t7Z2rqpaZmRnXr1+fzY312bNnOSpNtWnTJkd1JUEQeO3aNU6YMIE2Njbi+gYGBiq1Tenp6SrlNtKiRYsWLf9tcuvgqCf0DkAmk9kB2J9lUUUAs0muzLJOKwDHAIT+/0VHSM5Xd59fO1u3blX6f9iwYVixYgVMTEyUlsfGxuKnn37C9evXxWVFihRBnTp1ULduXbx580bMn5Aburq6KFasGIoVKybtQfwLZGRkQFdX97Pl5ejcuTOaNGkinu/r16+jWbNm6NGjB1asWIGyZctqZL9evXp49uwZAKBkyZI4ceKEyopUOfHixQvIZDJYW1vj/fv3GDRoEG7duoWkpCSNAzV///13JCQkiP/HxcVJlmclOjoaTk5OSvmV+vbtq7Hd/yqa3BdpaWn4559/sHz58mzqQ1n/f//+vRjInZKSgjVr1qBy5cooVKiQKGwAZCroNG3aFKdOnVIKypbJZGjSpAmaNGmCZcuWwc/PD97e3jh06BB69eqF27dvF+ieKFSokCi0okXLtwb59eWX0qLlv4okKmoymUwXwFsAjUi+zLK8FYApJDurYu9bVFFLS0tDmTJlEBERgaJFi2Lr1q34+eefs60XHR2NUaNGISMjA3Xr1hU7NWXLlv3PNowpKSkYPnw4Pn78iKZNm6JZs2awt7eHgYGBZPvw9fVVStpZuXJleHl5qZzAKyc8PDzg7++PiIgIXL9+Hfv27UO/fv00rHGmwlRqairOnDmDRYsWYfv27Rg8eLDGD9HIyEh4eHggISEBW7Zsgbm5OWJjYxEbG4siRYpoVOc7d+6gZ8+eSsn0ateujfv372tkNzfevHmDU6dO4caNG1i8eHG2hHRaNCc5ORkvX74Upd1DQ0ORlJSEuXPn5qvqlJGRgQsXLiAxMRE9evT4QjXWokWZ4OBglC9fXu3knQXl2LFjaNu2bbZBTalRyB5/L4katWjRhM+qogbgRwBXc1jeCsBJVe19iy5qhw4dIgB27NiR4eHhua6njUPImcTERP7www+ia4u+vj6bNm3KqVOn8s8//5RE3aNDhw5iYDYALly4UIKak7dv32ZUVBTPnz9PAKxSpUquilnqoEjkNXPmTMlskuTYsWMJgLt27aK7u7vGKm0ZGRlcs2YNe/TooeTW5O7uLlGNM13f/P39+dtvv7Fu3britaJJ8jstWrR83wQFBdHOzo7r1q1TO0FuQVizZg2HDx/+2eyTme8Qo0ePVlusQouW7w18zhgcANsBjM1heSsAHwDcB3AGQI08bIwAEAAgoGzZsp//jEhM9+7duXbtWm0HRgPi4uLYoEGDHGMFJkyYoLEKWkBAAM3NzXnx4kWamJgQAP/44w+Jap9JmzZtCIDbt2+XzKZCqa1Xr16S2STJevXqEQDDwsJIStP5FgSB3bt3JwBRevj58+ca2z1z5gxdXFxoZWWV7drw8vLS2L4WLVr+HR48eMDffvuNXl5evHnzpspKoAVl1qxZYpyrh4fHZ9nPpk2bCCCbSqGULF68mCVKlPhs9hWkpqby77//VpIl1qLla+SzdXAA6AOIAmCdw3dmAEz+/+efADwviM1vbQYnLS2NT58+/ber8V3w4cMH1q5dW+kF1s7Ojvfu3ZPEvuLBc+XKFRYuXJgAuHz5cklsk+T169cJgOXKlZNMfjsiIoIAWLt2bUnskZkiFzo6OixVqpSknfKtW7cSACtWrEg/Pz86ODhIYvf169fZZoYA0M3NTRL7WrRo+ffw9PRUUvorUaIEW7ZsyREjRnDZsmX8+++/Nd7Hx48fWb58eXEfRYoUoZubm6S5P3bs2EEgM+XD58gpsnv3bgLgDz/8ILltMnOQ0dvbm/369aOZmRlXrlz5WfajRYuUfM4OTjcA5wq4bhiAYvmt9611cLRIyz///CMmu1K4k8lkMg4bNozv3r2TbD+XLl2ikZERAXD16tWS2e3cuTMBcO3atZLYCw0NZZEiRWhsbCxZZ+Svv/4iAPbp00cSe2SmG4ixsTF1dXV57do1kuSjR48ksX3x4kVWqlQpm8zxp+pfWrRo+Xykp6czLi6O796944sXLxgYGMgbN27w4sWLPHv2rEb348mTJ8X2OGspU6aMZNL7nypqAplJmmfNmiVJjqGs+aq6desm6eDR+fPnxTx5Li4uktl99+4dN27cyI4dO4r28f9l4bUeKVq+BXLr4EgRcdcfwL6cvpDJZCUA/EOSMpmsIQAdZLqsafmGiY+Px6NHjxAfH4/4+HgkJCRk+5yWloalS5eiaNGiKtu3srLC+fPn0bx5c/Tq1Qtly5bFnDlzsHXrVnh7e8PNzQ0TJ06EoaGhRsfRsmVLnDhxAp07d8b48eOhq6uLMWPGqGUrPj4ehoaG0NfXx4IFC3Dy5Em4u7tj8ODBGiue+fr6wtLSEqGhoQgPD0epUqU0sgcAfn5+AIBmzZohJSVF43OZnp4OJycnJCUlYd68eWjSpAkAoHr16hrZTUhIwPTp07FhwwYAQNu2bXH+/HnUr18fO3fu1EggIjU1FTNmzEBqaioKFy4MY2NjGBsbi58Vfx0cHGBjY6PRcWjR8i3z7NkzDB8+HJcvX851nU2bNml0Pzo6OuL8+fPo3LkzoqOjxeWGhoZ49OgR6tatm6eyaEHo0qULunbtiuPHj4vL+vfvjxkzZkBXV1cj2wCgr68vfj527Bg8PT0xZMgQje0GBgaie/fuSE9PBwDY2tpqbJMkZs+ejYULFyoGoEWaNGmCDRs2aCx8tG/fPuzatUvcX9Z9A5nqi6NGjUK3bt002o8WLTmSU6+noAWAMTI7LEWyLBsFYNT//zwWwCNkxuD4A2haELvaGZyvG7lcTi8vL5YoUSLHeBkA3LFjh8b7CQkJ4a5du0iS0dHRnDhxopiRvVy5cvT29pZkhOns2bM0MDAgAG7atEktG0+ePOGCBQvE//v06UMAXLJkicb1GzNmDIsVK0YAvHDhgsb2SIqJGffs2cNjx45pbM/NzY0A2LRpU8kEFnx8fFi2bFkCYLFixbhv3z7K5XJWrFiRb968kWQfFy9ezDEJpmKf27Zt084SafmuyMjI4KNHj/j+/XuVtpPL5dy6dSuLFi2a7V4pXLgwp02bRh8fH40zqT9+/JhlypQhADFWEgDLli3L1atXa5xcNTQ0VGmmSF9fnwcOHNDIpoITJ04onRcTE5NcE30XlNevX7NUqVJKdr29vSWpryAI7Nu3r5LtUqVKSeYpkZ6eztatW+fYvlaoUEHt55kgCErJ0LX8t4E20acWqYmPj+e0adOUprUVxdjYmO3ateP8+fN56dIlyZRrnj17xm7duon7adasmSTuC6dOnaK+vj4BcNu2bSpv/+jRI+rr6/Px48ckMzs8Ojo6LFq0qMbBrA4ODuLxqtsBy0p6ejpNTExYuHBhOjk5cdGiRRrZ8/X1pUwmo6mpqcYPczKzM+vi4iIec79+/RgRESF+r8k+BEFgcHAwN2/ezP79++fYSZfJZBw9ejQ/fPig8bFo0fJvkpqayrt373Lbtm389ddf2aRJExobG9PW1lbtNjkqKoojR47MNXmsnp4ef/jhB86ePZuXLl1SKxbx9evXrFGjBl1dXenn50dHR0fRfvHixblo0SKNXnDd3d3ZpEkTbtiwgTo6OpTJZFyzZo3a9hScPXtW6VzY29uze/fuaru/xcXFsWHDhkodPQAMCAjQuK6vX78WlUUVxdDQkLdu3dLIbnp6Oi9dusRJkyaxcuXKOV4j48aN01gFbujQoaxUqRJ79erFRYsW0cfHR+k5oeW/g7aDo6VAqJM1PSgoiD/99JPSA8jU1FSpQdPX1+cPP/xANzc3+vj4MD4+XqN6nj9/nnXq1BHtOzs78/Xr1xrZPH78OPX09CiTybhz506Vtg0MDCQANmnSRHyYDRo0iAA4b948teuUnJys1IGcMmWK2rYU3LlzRwxU1dPTo5OTk9q2YmJixNFWxWybJhw9elTsdJQoUYJ//vmnxjZfvnzJHTt2cNCgQWJdFUVXV5c2Njbi/w0bNtToAf/y5UvtjI+Wf5WMjAyuXbuW9evXFwdtPi1t27blkiVLuGfPHl64cIFPnjxhXFycSm3/jRs3WL9+fQLgggULuHHjRvbp00ecbVYUIyMjtmvXjosWLeKNGzcKPMMbHR3NvXv3iv/fu3eP/fr1E+MyzczMOHPmTLWC+VNSUkTbR44cEWfw3dzcNPIKuHjxIkuUKCGmPDhy5AhJzRUq3d3dlWa0YmJi1LYlCAJ37NjBIkWKEACrVasmxg7t2bNHLZsxMTHct28ff/nlF1pYWCj9/nXq1KGxsTEBsFKlSvT19VW77snJyQwJCeHVq1dFxbpPS+nSpdm1a1fOnTtXspl+LV832g6OljwJCQnh/Pnz2aNHD7Ub45MnT9LW1pZt2rRheno6AwICuHz5cv7888+0tLTM9mLp4ODASZMm8ejRo4yKilJ5fxkZGdyyZQutra3FB+mcOXPydJEICgrK08XhyJEj1NXVpUwmU6mxv3//vnhsCsGCkJAQ6unp0czMTO3ZAH9/f6Xz1rlzZ7XsZGXNmjViBwcA69Wrp5adrO4N/fv3z3bdpKWlFdhdJSIiQslVwsXFhdHR0WrV6927d9y7dy+HDx+eTZhAJpPR3t6eU6ZM4enTpxkfH8/JkyfT0tKSmzdv1rhzsm3bNpYpU4aTJk3ijRs3tEG6WiQhMTGRu3fvZp8+fQp0TwmCQD8/Pzo5OeXaycmpGBsbs1KlSmzevDn79OnDCRMm0MPDg15eXvzrr7/48OFDRkdHi9d1RkYG169fz7lz54r7lsvlfPDgAVeuXMmuXbvSzMxMaR9mZmbs0qULV6xYwfv376t8zz1//pzDhw8Xj8vQ0JBjx44V5e7V4fLlyzQ3NyeQGVyvrpttUFAQnz59ygMHDhAAf/nlF7XrpCA5OZlWVlbU0dHh3bt32bJlS7VtvXv3jl26dBHbwilTpjA5OZmpqakq51kLDg7mihUr2KZNG9F1XDGY2bFjR65bt44vX75kamoqDQwMOHHixFyfvR8/fmRwcDCvXLnCAwcOcOXKlZw+fToHDBjAdu3asXr16tk6TrkVMzMzjhs3TmWBm1OnTnHWrFmiF4aWb4fcOjiyzO++LhwcHBgQEPBvVwNLly5FWFgY1q5dq5Gd0NBQlCtXTqMATAA4e/YsatasqVGQeVRUFDw9PVGkSBH06dMHBw8exK5du3DlyhUAgJubG7p164a4uDixxMbGKv2ftRgZGYkB60Bm4Pa2bdswevRopQBFQRDw5MkT+Pr64vLly7h8+TLevXunVDc/Pz80a9ZM5WNKSEjA4sWLsXz5cqSmpmLUqFFiUPqnPH78GGPHjsWJEydQuHDhHNc5ePAg+vfvj6JFiyI4OBimpqb51uHevXuoV68eAKBw4cJ4+PAhypcvjzFjxmDDhg3w8vLCgAEDVD62NWvWYPz48eL/ZcuWxcuXL1W2k5WRI0di8+bNMDU1RUJCAgwNDZGYmKhykO2zZ89Qp04dWFlZ4f79+zA3N1f63tXVFb///nuBhCa6d++Oo0ePokyZMtiyZQs6dOigUl0UnDp1Cp07d1ZaVrNmTbRp0watW7dGy5YtYWFhofT99u3b0a1bt2z1rFGjBoDMIGcjIyMYGRnl+1lHRwfTp0+HIAgAgHLlyqFUqVKoUKECBg8ejObNmysFIqvClStX8ODBA4wcOVKjjOyJiYk4ceIE+vfvr7YNIHNwLCAgAA0aNNDIDgAkJyfD0NBQo6DmN2/eoFSpUhoHRp85cwZ16tRByZIl1baRnJwMT09PmJqaqnXfk8STJ0+wbds2HD9+HKGhoZDL5Rg2bBjmz5+PhIQEJCYmIiEhId8SFRWFFy9e4O3bt0hLSwMA/PbbbyhWrBjevXuHd+/eITw8XPycNcA/NwwMDLBz50707dsXAJCRkZHrNZmRkYG7d+/iwoULuHDhAq5cuYLk5GTxe2dnZzEQXRXevn2L5cuXY9OmTfj48SMsLCwQHh6utmDKw4cP0bFjR7x9+xYHDhxA79691bIDZN5jVlZWsLKyQkhIiEbP/r///hsdOnRAz549ceDAAcTFxaFIkSJq2XJ0dMTp06dha2uLHTt2KD1vSRb43jl06JDS+bGysoKjoyO6dOmC9u3bw8TERPwuIiICwcHBaNq0aTY7SUlJKFmyJOLi4vLdp7GxMUqWLImSJUvCxsYGNjY22LNnDyIjIwEA5ubmMDExQZkyZWBubg4zMzOYmpoW6K+ZmRl0dHRQsWJFxMbGokiRImjcuDGcnJzQvn17lChRokDnJStPnz6Fh4cHXFxc0KJFC7WvAblcjgULFmDs2LEoVqyYWjYUXL58GY0bN1b7GQQAf/75J3bs2IGDBw9qZEdKZDLZbZIO2b7Iqdfzb5evZQZn8uTJ7NKli0Y20tLSWLJkSVapUkWj4MhDhw6xUKFCrFatmso+zYIg0N/fnwMHDhRHvYyMjMRpeU2KiYmJWscjCAKfP3/Obdu2cdCgQaxcubLGwamhoaF0cnJiaGhoruvI5XKamZmxRYsWebrJHThwQKXcO7dv31Y6Lz/++CMFQWB4eDhv376tymEo4ezsnM21RFMEQeCCBQuU7KqbjPPhw4f09/fPtnzPnj3U1dUt8Ojss2fPOHbsWI3jlRQS46NGjeL+/fvVzkUhCEKuMQaaFH19fXbp0oWenp4qBXkLgiC6A9WoUYPnzp1T67hIivEMCxYs0GiGSXFt+vn5qW2DzEySrKOjw/DwcLVtyOVyli1blra2thq1I/v27aOuri5r1KihVmLhuLg4enh4iAlpS5cuLc4GyOVy7tmzJ0e3mcTERF68eJHu7u5s1qyZmCT3c5Q2bdpwwoQJuR5DcnIyQ0NDee3aNR4+fJhr1qyhm5sbBw8ezA4dOrB27dosXrw4z5w5o/L5ITPdwy5fvsy5c+eyRYsW3Lhxo1p2FERFRXHOnDl0d3fXyA6Z6WL6v//9T6P74v79+yTJu3fvMi0tTeM6kZneAMHBwRrbefr0KV1dXTV+1kZERLB27dp0c3Pj9evXNZr5trGxYZUqVdiyZUv279+fkyZN4tKlS0X3yadPn+boPqkQixg4cCCvX7/OunXrfrZ7xtzcnJ06deKcOXN4/Phxvn37NtfjOXPmDCMjIzlz5kxx+/Lly3P27Nlq/YZr164lkOn6v2/fPrWvTYVL3+TJk9XaXsGWLVtYr149ja8hKYF2Buff4fDhw+jVqxd++uknnDp1Si0be/fuxcCBAyEIArZv3w4XF5cc13v06BFsbW1hYGAAIHN0ZN++fVi/fj3u3LkDIHM02sbGBjExMYiNjc1mo2rVqqhRowbMzc1RpEiRXIviezMzs6+mF19Q2rVrh/Pnz6NZs2Y4ffo0zMzMNLZ569YtNGzYUGnZjh07MGjQII3s2tnZ4e3bt/j48SMqVKiAqKgo3Lt3DxUrVlTbpiAIqFatGp49eyYuO3bsGLp27apRXRU8ePAAjRs3hpmZGd6/fy+JzX8DuVyOlJQUJCcnIzk5Welzbv9HRkZi3rx5SnZsbGxQvnx5JCcn4+nTp0hJSRG/a9CgATp37gxHR0fUq1dPHOUjiWXLlmH8+PHi/XXv3j24urrC19cXQKbk7bJly1C5cmWVjuvSpUvo0qULEhMTMW3aNHh4eKg16+Hl5YVBgwahTp06CAgIUHtWadCgQfDy8oKPj4/KM3eCIEBHRweXLl0SZ+guXbpU4O2ZZdTa09MTQ4cOhY6ODnbs2AFnZ+dct4uKilIaTY2IiMCqVauwbt06xMXFQSaToXfv3pgxYwbq1auHq1evYtKkSXj27BmioqLw8uVLXL9+HdeuXcP169fx4MEDyOXyfOtbvHhxVKhQAaampioXExMTmJqawsDAANHR0bC0tCzwefpeOH36NNq3b6+x3HRuJCcnw9HRERcuXPgs9oHMa/7Vq1coX778Z9vHt0BYWBhMTU3FmfeMjAxxVjNryoqc0ljk9jckJEScfc+PEiVKoH79+qhfvz7s7e1Rv359lCpVClu2bMGUKVMwbtw4lC5dGvv37xfbbAD44Ycf4OLigt69e2d798jaHimIi4vDtGnTsHnzZgCZ7f769etRunRplc7Xq1evULduXcTExODkyZNwdHTEhw8f1Erl8bWhncH5l1BIJJ48eVKt7Xfs2EGZTEZdXd08Y0KOHj1Kc3NzCoLAoKAgurq6ij7FAFirVi1u3LhRVC4RBIGPHz/m5s2bOWDAAFaoUIFAZpD19x4krZA0BsDGjRtLIjepiJVRjPqPGzeOkydPVmsUWMHHjx/5xx9/8NixYwTAESNGMD4+XmMxhZMnT2YbodJUSU1BdHQ0K1asKF5z/zVmz55NS0tL9urVixs2bOCzZ8+URtySkpJ46tQpjhkzRpTAVpQSJUpwyJAhPHLkCOPj49mgQQPWqlVLSSVQEAQePnxYvF/19PQ4efJklYOOb9y4Ifq0jx49Wq17XhAEMY5r1apVKm+vYMmSJQT+T1JdlZHBbdu28eLFixwyZAgBcOvWrQXeNj09XZR2V4ySFipUiIcOHcpzu6tXr7J9+/YkM0f8x40bJ8oO6+npcejQoQwKCiKZGafQq1cv8TcuXLiwOLuTtZQsWZI9e/bk0qVLefXqVSYmJvLu3btcuXIlu3fvLkoz16xZUzIZ9v8iGzduZLdu3dRSdisIT548IQCNAunzY/v27WqLAWjJnYCAAKX7sX///ty4cSMfP37MxMREXr9+nWvXruXgwYNZp06dHNMLWFlZsUGDBuL/xYsX56pVq/jkyRPOnTtXbLeBTC8aJycnnjt3ThQmevHiBX///fccVfeyJrs2MzPjpk2bxHY7LCysQO8af/75JwGwaNGifP36Ndu0aaOx18TXALQiA1+ex48fE8jUe1dHJnLTpk2UyWR5PnSzuhsZGBiwffv24g2kp6fHX375hX5+fgWa1nz9+jW9vb356tUrlev6LaHoMChKgwYN1A5oV3Dt2jU6Oztz+vTpBMDly5dLVFvy1q1bBMDu3btLYu/o0aO8d+8eS5YsSV1dXc6dO5eDBw/W2K5cLldS02vTpo0Etf22ePr0aYE7C4IgMDAwkB4eHmzevLmoDqW4dxVKhDo6OpwyZYqSi2tycjIXL14sqioVL16cGzduVGpn8rvnHzx4IAp0DBgwQK0X5/v371NXV5dmZmYq585IS0vj27dv6ePjQwDs3bs3hw8fzqNHjxbYxsKFC2liYkITExMaGhoyPDycL1++LNC2GzZsoKmpKRcvXiy2n/kNRB0/fpxGRka0tbWli4uLGFxtbGxMV1dXcfAhJiaGkydPzlFCv1ChQmzQoAHHjx/Pffv2MSwsLN/fSi6XMzAwkGvXrmVgYGDBTs43yOceXHvw4AGBTBdiTfPp5MSZM2cISONKnBMJCQksUaIE161b91ns/5fZsmULt2/fzhcvXhTofSk5OZk3btzg+vXrOXToUNatW1dJbCFrKVeuHHfu3Mm0tDT6+vpyyJAhStLfpUuX5syZM3n37l0CYOvWrXNsTz9+/MipU6eKz4qWLVvy2bNn3Lp1K4cMGVKgeo8fP150mwNAT09PdU7XV4W2g/MvMHbsWALgH3/8UaD1w8PDxQtUoXSlr6/P48eP57h+YmIie/fune1mKlOmDBcuXKhyIrevjeDgYEly3HzK+/fvs50ze3t7tZTcFMTHx1Mul/PatWuSP+BevnxJIDPnUTHRWgAAIABJREFUj1SkpKSIjRxJSfIHzJkzR+mc9uvXT2ObORETE/Nd5qj58OED9+7dSycnp2yqgwBoa2vLS5cuKW0THh7OwYMHizOHtWvXFpPnhYSE5PsiFBQUJEpn9+jRQ62RbVdXV7GTpCqtWrWira2t0nHevXu3wNtPmzYt23kqyCxObGwsixcvLm5jbGzMv/76K89ttm3blm3U1tzcnLNnz2ZkZCTJzE7bmjVrckyGqSizZs0q8PH913jy5AnHjx//2eR9MzIyRFW3Vq1aaZyu4FM2bNgg/s6axqblxKxZswhAknijvLh+/fpntf+9kpiYyGrVquV679eoUYNnz54V1921axfbtm2bY7xniRIlePHixRz3c+vWLdauXZtApoqgIj7Tw8Mjz/q9fPmSBw8eVEp0+7k6418SbQfnC5OQkEBTU1MaGBiID7/86N69Ox88eMClS5eKF25ugZxhYWFKeWAUpVixYhrJZX5NyOVy2tvbs2/fvpIEWGalXLly4jlr3rw5r169qlGQs4KMjAwWLVqUenp6kj08k5KSCIBVqlSRxB6Z+WKrGCmSgk8zeAPg+PHjJbGdlSNHjrBp06ZqJ877FpDL5WIOpZzKqFGjsrkVBAQEsFmzZuI63bt356FDhwgg35xOYWFhYiejQ4cO4sh2QeVS4+LixNxFvr6+vH37draOWG5cunQp2/Gp0nkdOXKk0rZOTk4FGsX8tGNUt25dHjp0iMnJydnWFQSBCxcuzFbPUqVKZRtEksvl/PDhA58/f05/f3+ePn2au3fv5qpVqzhnzhyOGzeOzs7Okrdn3xMjRoygvr4+f/31V43dcXPixx9/FH/Dxo0ba5RT5lMUM/iKWSIpCQsLE4WBNA0Uz42UlBROmDAhTxEKLbmzbds2tmvXjgMGDOC0adO4fPly7tu3jxcvXuTTp08ZGxubY/v08uVLuru7ZxvY0tHR4cKFC3Oc2UxLS6O7u3s2GfjDhw/nWr+bN2+KMzeKIpPJvvl8QdoOzhdGMZIzcODAAq1/+fJlAplxC4oRxb///jvHdX19fZVGHxU3QsmSJeng4MDRo0drFPvxNaGY8tfT0+OECRMK3FnMjz59+rBfv360tLSkjo4OHz58KIldknRyciLwf0nepKBw4cK0sLCQzJ4i47YUrmlkZvLQgIAAGhkZidP0ivgGKXj37p0YyyCl+9/XSEBAACdNmsTJkydz6tSpnDZtGmfMmMGZM2fSzc2Nv/32G7ds2ZKtkycIAr29vbPF9ujo6OT50CMzZ4Jq1qwpdvijoqJYvnz5At9ve/bsEUco7e3tVZqlUMQpApkxKqqoBPXr10/ctkqVKgUaVAgJCcn2UmBlZcUVK1YwKSlJad2MjAxxJv7TYmhoSCcnp88Wz/FfJSIiQkxC+Tk6OnPnzlX6HevVqyfZcyVrLi8Aks6EZLU9dOhQyewqCA4OFmcCAgICJLevJW+2bNmi5KactXTs2DHbNSoIAo8ePcpSpUoprWtkZJSn50tMTAy7d++utI0i/vFbRdvB+ULcvHmTgiCILws3btzIdxu5XK4UmKanp5frCGh4eDjnz5/PDRs28NixY7x16xbfvn373QaeCoLAli1biufGzMyMixcvzvYioiqKQO4VK1YQAB0dHSWqMcWs0MOGDZPMpiI4USrZUYVk5Lx58ySxR5Kenp4EMpN+rly5kps2bdLYpiAI9PT0FAPiTUxMJBGF+J5JSkri8OHDlR5genp69PHxyXO7qKgosR0qXbo0AXDMmDH57i8qKor37t1TSqrapEmTAtfX19dX3K5atWoF3o4kO3XqJHY2FPK8+dGnTx9xf5aWlvTw8MhR2CAlJYV9+vRhqVKl2KZNG44ePZorV67kmTNnGBoa+t2LsfybLF++XOn61dfX55gxYySJDz137ly2F8hGjRpJMpPTqFEjJbudOnXS2CZJ+vn5Kdnt0aOHJHYVeHt7izF/1atX1yYo/sKkp6fz7Nmz3LdvH9evX89FixZx6tSpHDZsGHv27Mk2bdqwW7duDAkJEbeJj4/nmjVr2KlTp2yy8iVKlMgzFlEQBK5atUqMEaxdu/aXOMzPhraD84UoU6aMGLTq4OBQoG0UL8RZS+nSpUVfzf86iriWT8+Pp6enxi8ZqampouqXInZBUz58+CDOqEn1oGjYsCEBSOJGR5IzZswgAHp5eUlijySbNm2qdB41fWEICQlREs0AoHWdKAC7du2isbFxtnvGyMiIly9fznPb2NhYVq5cWWn2J7+g9idPnohxPIpSqFAhlVw027RpQyDTRU4VFNdcQTvTihdFMzMzzps3L08Fofj4eFF1Uosy9+7do4eHB318fNTONZUXaWlprFq1qtI1VaxYMU6dOlXjGbO4uDilmIfp06dLVGvS2tpajPFp0aIF27dvr1I+tZyQy+V0cHBQOhdSCbgkJSVxxIgRSrYXL14sie3cEARB4wFKLcp8/PiRJ0+e5OjRo8UZ/Fq1auXbBt+6dUscPC3oANHXiLaD8wVITU1Vaij69u3L1atX56kulJycrBQPAmQqY3yOAMVvma5duyqdIxcXFz548ECSDoS3tzeBTKEBqUZlFfEQqgRM50WrVq0kbYQUrj35vfAWlIcPHxLIDISX4jfx8vLK9pIuk8m0sQsFQC6X8+HDh9y4cSOdnZ2VfK5NTU1569atHLd78+YN7e3ts3WM2rVrl+9v+vr1a9aoUUNpu9OnTxe4zgoX3eHDh6t0rDVq1GC/fv0KdM3J5XK2adOGbm5u36VIxZfmjz/+EH9rGxsbdurUiTNnzuT+/fsZFBSkcVuqcE9WFClFAWrXrs1du3aJCa+liFtNTk7mzJkzxXo7OTmRzF/NMD98fX05YsQINm7cmECm2l+9evU0ru/jx49Fl/isbeznUFENDQ3l9u3bOXDgQLZq1UqygTot2REEgY8ePeL//vc/LlmyJN/rLyYmhj179uS0adO+UA2lR9vB+QIo1K6ylpEjR+Z5gXl4eIjrNmjQgOfOndNOD+dAYGCg0qhb2bJlGRoaKoltQRDEGRKp8gtIrXbTpEkTAshX6amgKFwppPJtVyhp5afiUlDkcjlPnTql5JP8888/S2L7v8ibN2+4f/9+jhs3ju3ateOTJ09yXC82Npbz589XyqEFgMeOHct3H9HR0UpCB1OmTFGpjm3btlU5bkuVPA7R0dGSqAVq+T9WrVqV7ZkHZLpEbt68WWP7jo6ONDMzY7169cRnpCZqlwoUruOzZ88mIK3iY3h4OIFM4QopUcTH+Pv7Fzi2Ny8CAgK4cuVKJSlzqWaGXr58yR07dtDFxUVpANfKyorPnz+XZB9apEMRz/OtvntqOzhfgE9dqZo3b55nsH9ERATNzMxYq1atb/riykpgYCDfvHnzWVSuBgwYQBcXFzo7OxPIlDiWSjFOMYJcrly5HJWUVEUxQ9K0aVMJakdWqVKFALh3715J7FlbW1NXV1eS3yk5OZmWlpYsVKiQZNLkcXFx4uiiYgbicyXPS01N5bNnz74bYY6CkN/vHhMTw7lz54rB3ra2tgVyDUpKShJnW+3t7VWqk5+fn8ouk8+ePVNpfS3Ss3HjxmwdnJ49e0oS0xIUFEQnJyfGxsaKSWVr1qwp2QxAYmIibWxsCIDXrl2TxKYgCLSwsKCBgYFkz8GEhATq6urSxsaGgiBIZlehJqiIcZQiJ8rmzZtzTIJpamrKO3fuaF5pLVo+QdvB+QIoZFkVL8r5jRauWrWKe/fu/a6CVe/fv8+yZcuyUKFCLF++PFu0aEFnZ2e6ublx48aNPH36tNozLyEhIbx06RIzMjLYv39/AplJVKWaUu/WrRsBaRRFqlevTnNzc+ro6Gg84iiXy0Xd+vnz52tct48fP4rxFVJce4oYMqkCX9PT08Xg8fbt2/Pdu3ds2rSp2gMAgiAwIiKC/v7+3Lt3L93d3TlkyBC2atWKZcuWpb6+viSCCN8jMTExnD17Ns3MzAp8X6Snp3PIkCGUyWQqu4JpmnBXi/poMsC2Y8eObApQFhYWXLRokcZxTIpr6OPHj+zQoQMBsFKlSpLN4CvEURo3bizZIKOiMxYUFCSJvfPnzxMAe/XqJYk9kjx16hQBsEiRIgwKCmKNGjUkcQFMT0/PFtejr6+fa04XLVo0RdvB+QIopuuNjY0LFFj4PczY5MS7d++yqckoStWqVSWZok5PTxfVkCpVqiSJjvuTJ0+oq6tLc3NzjXz009LSqKenJ46Kaer2pshuDEiTW+Hx48eiPSnksRUyv7nlbFIVhSxv9erVxVHgt2/fqm0vt9gSIFOVTZVYkf8qHz584JIlSwqc/V0QBLq5uUkqla5FfYKCgnjy5Elu376df/zxBydPnswBAwawY8eOtLe3Z+nSpfn7779rtI99+/ZRV1eX8+fP57Bhw8RRfIUEtxQz46mpqaJcfKlSpQqcqykvFPnWAHDfvn0a2yP/Lz+TVNf//PnzCYArVqyQxN7r16/FZLSKOkrRYfT19c0W16Ojo6PxeYiKiuKyZcu4Z88eXrhwgY8fP2Z0dPR3+w6lRTW0HZwvgCLJ16FDh/7tqvzrJCUlKeWoyBpHIZXGflpaGnv27EkArFy5skYvwQpVl1GjRhEAJ06cqLatR48eKR3zL7/8orYtkmLiVwC0trbWyBZJnjx5UrSXX6b7/Hj+/LkYEyWFVPnq1asJgMWLF1eSxNSE9PR07tixI5vbRMmSJSUTgdCSM5rck1qkIzo6mtOmTRMTRX5arK2tGRAQoPE9fOTIEe7fv59kpvvgL7/8IsZOlipVihs3btTYFTQ9PZ2DBw8mkKmsdvv2bbXsZH05ViScLVu2rMYKX1FRUXRxcSEgXS4wxcxVXvlNCkp6ero4wzRu3DgJapd5nyvyvwGZCnKKmf0tW7ZIso+JEydmu24NDAxYrlw5NmrUiFOmTJFMhELLt4W2g/MFcHZ25uzZs//tanw1CILAOXPm5PhAbdasGQ8cOKDxAzUtLY0///wzAdDOzi5Pxbq8mDt3LpOSkvj+/XsWLlyYenp6ar9gHzhwQDxOmUxGS0tLjXymf/rpJ6Vzp6lL3uTJk0Vbffr00ciWolM/b948/vnnnxqNqJ08eZI6Ojo0MDCQxB8+Pj6eK1euzJa5GcjU/VdXYEE7aqjlW+Xly5ccNGiQkmBL1mJkZMQffviBEydO5L59+/jixQuVr/dP3V4DAwPZo0cPcR8VKlTgzp07NWoT5XK5KGxiZmamlhqkp6enUl4xRfLDRYsWqV0vMjOJcu3atQlII16QkZFBMzMzGhsbMyAgQGO34pkzZxIA69evr7HkdlpaGpcuXUoTExMCmWp6e/bsoSAIfPv2rUbnMi0tjXfu3OGWLVs4atSoXGfhS5QowQ0bNkiWI07Lt4e2g/MFWLt27XcVT0NmvsxdvnyZLi4uBXZP+ZS9e/fSwMCAHh4eXLduHe3s7MTGqXTp0ly8eLFGcSqpqans0qULgcxEgeoEunfv3l2Mb5k3b55GD6ecOnVXr15Vy1ZaWpr48FCUpUuXqmVLgUKRSDFyq+4Le1paGq2tramjo8OwsDDa2dmpnRH83r174nF6e3urZUPBmzdvOH36dCUlsPbt23PXrl2im19BlbdywtfXl927d+fJkye/2wS7Wr5+kpOT6e3trVacx/3799mxY0fx/ujcuTPbtm0r5nDJWooWLcpOnTpxzpw5PHXqlNpKdAEBAWJsncJd+cCBA2o/M7MOoBkZGansIjtu3DilGZbnz59TT0+PJiYmGomlLFy4UDzGWrVqqW1Hwf379wlkymT/8ssvGrl4+/j4iJ1CTSX3L1y4wOrVqxPIzHs1efJkpXZVEIQCP1tSU1N5+/Ztbt68mSNHjqSDgwP19fVz7NAoirm5ORcvXqz2e4lU8VFa/n20HRw1OHHiBLdu3Vrg9T/3yG58fLwk+wgPD89VJlZBYmIiN2/erDQSFR4ezlu3bvHPP//kmjVrOGPGDE6dOrVA+7x+/Tq3bdtGMnP07cyZM0oPWHUeUFlJSUmho6OjOD2u6nlq3bo1jY2N+ebNGyVlHXViVBQ+4lmLm5ubynZI8urVqzQ0NKS1tTWBzIztDRs2VMsWmdkp+fTB8fTpU7VsHT16lADo6OjI/fv3E4Aov6oK6enpYnJJTWW19+/fL8qe6unpceDAgWI8XEhICIcNG1bgkb4RI0Zw/PjxnDdvHtetW0dvb2/+/fffvHPnDkuWLCm6uc2cOTNPNa8rV67wxYsXGh0XmelGKUWsGZl5f39vSNX+xsbGSmIrIiJCkriGu3fvKsXx3blzh2PHjqWFhQVtbGyUruekpCS+evWKd+/e5d9//839+/dz/fr1XLBgAV1dXTlgwAAlN56///6b9vb2Yvskl8v55MkTenl5cezYsWzYsGGOL5rly5fnwYMH1TqeK1eusGXLlqKtn376Sc0zk8ny5cvF+12Vtmz8+PHU09NTSmQ7adIkAqCrq6va9VHMVhkZGVFPT0/jmYX169cTAMePH89ChQqpHc+SnJwstlvq/nYKFK7EQKa09KNHj9SyExkZmWtnxtLSku3bt+eMGTN48OBBhoSEsEqVKjQyMuKMGTOyCZJ4eHhw0qRJXLJkiRir8/Tp01zd1kaNGsX69etz27ZtSp2kmzdv8uDBgxq7UqampkqWZ06qdl+KAfjbt29L5nopFdoOjhr07NmTdnZ2Gtvp168fu3btqnEOho4dO7J169Zqu2GR5Llz52hlZUU7O7sc1W2Cg4M5adKkbHkwcismJiYF3ndOLw1Pnz7lr7/+yuLFi2ucfC85OZlOTk5qZY5WTH87OzuTzPQlP3nypFovOtWqVRPPT5EiRainp6f2qFtAQABfv37NX375hQC4detWBgUFqT1zoFDOyVrUVRBLT0/nsWPH6OfnJwaWqjv74u/vz4kTJ2r8Yvn69WtaWVlxxowZ2eI/0tLSCmw/IyMjVzee3EqLFi24c+dOpYelIpGvnp4eJ02apPY1Hh8fz+bNm7Ny5coaZY5PSkpi3759Wb16dY1mnwRB4ODBg1mrVi2NH5pDhgxh8+bNNX4RbNu2LXv16qWRH74gCGzRogXbtWunUXv96NEjVqhQgVWrVlVLGS4hIYFbt25lgwYNCGQK1yxZskRp9lUxu1KnTh2WLl1aVFrMr3w6ci+Xy/OU701JSeGtW7e4bt06Dho0iNWqVaNMJqOPj4/Kx6VAEAT+9ddfbNiwYb5xgAVJGrpt2zbOmjVLpTpMmDBBdNVS3AvR0dGcM2eORteQIpO8iYkJL1++rLGkc0xMDE+dOiXGh2qipHnt2jXOmzcvx+9UaXtfvXpFOzs77t+/X6M2W/7/2Lvy+Jiu9/1MJpnIKiKCiC32ndj3BkntfIlYQxSxFLVWtUUsRW21FlWtXS2hpdRWO7EvSRCJIgRZEFlkm8y8vz/md25nJJh7zqSSyPP53E/NNOeZM3fuPfe82/NqNGRnZ0dFixYlLy8vmjp1Ku3evZsePHiQhffJkyc0YsSIt9b11a1b963XvI2NDVWqVIlatWpFffr0ofHjx0t1UiwaNG7cOLp7967koHRycqJx48YZGMByMHnyZAJ0/cBEjKXFixeTSqWikydPcnMQES1dupRcXFy4HZoMM2fOJBsbm1yleFlg4HAgLS2NO/zJoFarydbWlmxsbIQ2FAcPHiRA14/C2JtFf4FQq9X0zTffSJu24cOHGxRTXrhwgTp27PjO3OwGDRpQ9+7dafTo0TRv3jzavHkznThxwiTezg/dg8TNzU36rkFBQdw86enp5OnpKXkVP//8c7p//76wB3/IkCEEgI4cOSLEs2jRItq0aRM5OTmRhYUFzZs3j0aMGCHEySI5gHj+uilgilzszMxMOn36NO3Zs4d++uknmjdvHk2cOJH8/Pyoc+fOZG5unu194ujoSH369JE896mpqTRnzhwp/a5IkSK0ZMkSg9x3YzZTarVaqhGoV68ed4qdVquVVO9EpbFbtmxJAIRFQ1iUWKRvSlRUFAG6+g6R9WjLli0E6Hqt8F5HR48elfoH+fj4vLVoPTo6Oksk7erVqzRixAiys7OTril7e/ts+4roH2ZmZlS0aFGqUqUKNWvWjLp06UJ+fn40ceJEmjt3Lq1du5Z2795NJ06cEH6mEen6VInWbxCRUT1dDh8+TL6+viZPB2UGjinXrdjYWIPfZePGjSbhTU1NJScnJwJAvXr1MgmnPuLi4mjfvn2yxpgqHT8mJsYke4hLly7Rzp07admyZTRlyhTy9fWldu3aUfXq1SVFU2OOunXrUuPGjQ3W+EaNGtGaNWvo1atXRs9n165dkqO4QYMG3E5OJmPu7Ows1Jh7zpw5BIC++uorbg4i3bNIJMU7J1Bg4HwgXLt2TQrj8iIjI4OqVq1KgHEdxYl0Dw7m0YqKiqJWrVoRoGu2lZ2XXavVUlRUFP355580Z84c6tWrF1WqVEkyeOzt7U0WJs2NYJKZbDHjXbzVajVpNBq6ceMGAbr0LVNgzJgxsn7/98HGxoYcHR2JiIQ2PFqtVuqwDYCGDRtmkvnlZjAVOqVSSe7u7jRq1CjatGkThYeHv/VBHR0dTSNGjJB6hbi5udGuXbtIq9XS4sWLjVIaSk1NlYyT1q1bc6s9XblyhQBdca5Ij5Lvv/+eALzVI2wsmjZtSgCE1peVK1cSAJowYQI3x6tXr6RUUN7UEv0mh998881b15ELFy5QqVKlKCUlhRITE2nt2rUG91GhQoVo4MCBdPbsWXr69Cnt3buXpkyZQq1atTKI1NjZ2dH9+/fzXe2nPhISEsjMzIy8vb1N6ghjIgWArk+LKSTz//rrL4PNsqkaPa9fv17irFatmkk4GTIzM6ldu3bCtY+5HSkpKfTPP//Q2bNnaefOneTp6ZmtgVOhQgXq1asXrVixghYsWCDtvZijd+DAgXTy5ElprY+Ojqb58+dnu/Y/fPiQmjdvLkX05DYyZhg1ahQBoMaNG3M7Fh49ekQKhYJcXFxypBH7h0SBgfOBsGLFCgIg1GNg6dKlBIDatWtntKfjp59+IkCXa8s8P/Xq1ZPtRUhKSqLz58/Tjz/+mKt6WqSlpQlFWvSh1WqzeEh5FyKG+Ph4AkA1atQwyRyZWpkp+jRoNBoCdM1oRfHmA71t27bCnAwihb45icDAQDpz5gyXYXjr1i2pVgwANW3alLy9vUmhUBjl7U1ISJA2wl27duX2arOUx4CAAK7xREShoaEEgBo2bMjNQUTUrl07AvhrwYh06WkA6MyZM9wcY8eOJQA0cOBA2WM1Go2UkmJhYUEbNmx469+uW7eOVCoVmZub07Bhw8jGxka6HmrWrEnLly9/Z/oHU5datWoV+fr60rJly2TPN6+hTp06ksPIFP10iLLKDjds2FA4SjR79uwsG2beFCcGrVZr0FtGqVSaJHrGwFTV/v77b5Nx5nY8ffqUHB0dqXr16jRgwABavHgxnThxItsoslarpfPnz9OQIUMMBH8qVqxIc+fOpcjISFIoFNS9e/dsIzxqtZqmT58uObcGDBggOwUyPT2dmjVrRgDI39+f+3t7eXkRYLqedbkFBQbOBwLrBXP48GGu8c+fPycHBwcyMzOj4OBgo8YEBwdToUKFDBbZzz//3GQPhtyCKlWqCIVsGZKSkgzOVbVq1d5aoyQHDg4OZGNjY5Lwe0BAAAGQhBpEkJCQIG2mRKDVaqVFlx1ubm7C8yPSRStEJaxzM/7+++8s9RRmZma0bdu2946NjY2VlAgHDRrE5b1/8OABqVQqsrGx4a7p02q1VLZsWQIgZIwymXfefibPnz8npVJJzs7O3J7JGzdukJmZGRUuXNjo78KMqdevX0vpg0WKFHlrx/a0tLQsHd6ZV9jPz4/Onz9fIEH+FowcOVI6X23atBFem4n+FRQAdDUa1apVo8WLFwtx9uzZU/qNK1asSKtXr5YlVJQdjh8/nuWa4akzzQ579+6VOI3dX+QHvHjxgktoJSkpiX755RcpKsPWbX2j5+bNm9mOPXnyJJUqVUqKEl2+fFnWZz958oRKlChBAH9vIdabKL89WwsMnA8EV1dXMjMz485Z/PzzzwkAjRw50qi/T05ONgipAqDevXvnSznbatWqkbu7u3BOeVRUFFWvXl16iM6bN4/UarWwQciKHnmlk/WxYMECAkArV64U5mL1Ck2bNhXiiYiIoK+//lpquufu7k6WlpYmudZGjx5N+WkdyA6pqanUqFEjg3tVqVQapXAUGRlJrq6uBMBAnEFOCg/rhzR8+HDu78DWp19++YWbgzUI5E0L27Bhg5BnU6PRSIb6ihUrjBpz69YtcnJyokePHlGDBg2kzc3bpGejoqKoSZMmWTaqTk5OFBkZyTXv3Iices6w2ij91C859RDZYcKECdS1a1dycHAgS0tLSk5OFk7diYyMJK1WSxYWFiZpykykc5J269ZNMoYtLCxo8+bNwrxhYWEGtV65NWKeWxEWFkZffvllFkEmKyurt/4+z58/l35Lc3NzWrhwIWk0Gnr48CHt3LnzvZ955swZMjc3J5VKxaVYmpKSQoULFyaVSiUs6pSbUGDgfABERkYSAKpTpw7X+NDQUFIqlVS4cGGjFX30lUHYYWFhQVOmTMl3edosh7Z3795Cns+EhARKSEig8+fPEyAuW8rAPNNyPTXZgdUYLFiwQJjrzp07BOj6wZgCzMA5ePAgnTx5UlhdhYkWtG7d2iTzy43IzMyk8ePHG6QnscPc3Jx+//3393Lcvn1bqh377rvvpA7vxuLFixfk4OBASqWSbt++zfU9mPhJz549ucYTkeTxlps2wSIebMMgd/zRo0cpMzOTfvnlFwJ0KbzGbHAzMzOluiG2uWnZsuVbe3mdOXNGqu15M2Ln7OxMvr6+H1xkxVSIjo6mQYMGccsGvw33798IIMXeAAAgAElEQVTPcv7c3d2FnEenT5+mjIwM6tu3LwGgvXv3mmy+pUuXJjMzM5PUOiQlJVFERAQBOqXG0NBQ2rFjhxBnYmKigdongBwxTlNSUkwSbcut0G9L8OYxcuTIbFMJtVotrVq1iiwtLaXn8C+//EJ2dnbvbDfAwMoeXF1duRQ1mRqfKZyluQUFBs4HAAsHfv7557LGMelFli+5ZMkSo8Zt3Lgxi5dr9erV+cpS14e+MWcKXfa0tDQqVKgQFS5c2CTGICtiFe05QPRvkalIzQTDpUuXhDel+mCe6YcPHwpzPX78mBwdHQnQNR/M78jMzKSbN2/S2rVrafDgwVLjPAsLCzpw4MB7x1+6dEnKC2fpsJcuXTL68xctWkSArp6HBykpKWRlZUV2dnbcm3SWKrR7925Z4wYNGkT+/v5UqFAhsre3l/35Xl5eNHv2bKlG0diaPv0eIGzT+baaiMePH9O0adNoyZIltHXrVjp27BgFBwdTTExMviv0ZZg1axYpFAry9fU1Sf8nIt2mkPUmA3RNLy9fvmyS6Dh7TstxDrwPLKon0tJBH3///TcBIF9fX2EurVabpVcbE5wxJQ4dOkQdOnTIt9e5Wq2mnTt30qpVq2jmzJk0ZswY6tevH3l5eVH9+vWpbNmy1LZt27dGaIODg6X1nh21a9d+r3iMVqulgQMHSveBWq2mn376yeiMk4sXLxIAKUPClPVcHwoFBs4HAEvfMCavniEtLU1qZAWAKleubNSDOywsjGxsbMjNzY1mzJgh1O04r+Cbb74xWBxMIYLA1OZMkY/MxCFMEXXZvn07AaApU6YIc7GHpZ+fnzCXVqsle3t7sra2FjYKMzMzpfPPNuwfI+Lj4+nIkSO0YMGCt0YF9HHs2DGDRnlyjBXWpwcAnTp1iojkP/C6dOlCAOjYsWOyxjFMmzaNALyzMD87sNQ2AFSsWDGpD5ExSE9PN1AjM/ZeePjwYbZRt+7du+fL5qk8SE5OlhpKmpub08iRI9/au0QOvL29qVevXuTo6CirJvV9ePnyJZmbm1OxYsVMthnv3LkzAaarlWFRxm+//VaY68qVKzR27Fip9xsAqlq1qglmqcPTp0+pd+/eBIB++uknk/HmVbzruZiQkJAlkjZkyJD3cqakpEg1nKNHj6bixYvTli1bjJqPVquVDKvLly9Tly5djP4uuRVvM3DMUIAcw9mzZwEAzZs3N3rMtWvXkJqaivnz5wMA/P39ERsbi8zMzLeOISKcOHEChw8fxr179xAQEICKFSuKTT4PoFSpUgavfX19ERwcLMTZokULAP/+diIoV64cAODhw4fCXNbW1gCAlJQUYa6kpCQAgJ2dnTDX06dPkZiYiGrVqsHMTGw5mTNnDk6fPi29NsX88iIcHBzg6emJyZMno2jRou/822PHjuHrr7+GWq2W3tu3bx9u3rxp1GcVKlQIc+fOBQBMmjQJcXFxGD9+vKz5durUCQBw4MABAEB6erpR4/755x9s2bIFKpUKAPD48WNMmDDB6PtFf02Mi4sDEaF///5Gjb148SJSU1Ol1xs2bECdOnUQExPz1jFEhOHDh+P169fSew0aNMDWrVuxY8cO2NjYGPXZ+R02NjaYM2cOAN1vtHr1alSoUAGTJ0/G8+fPuXl79+6NdevWISAgAFqtFhMmTNB5aQVRpEgRtGrVCnFxcbh06ZIwHwCUKFECABAdHW0SvsjISABAmTJlhLnq16+PJUuWIC4uDgAwfvx4FCtWTJhXo9Fg1apVqFq1Knbs2IHixYvD19dXmDev423PxcTERPTq1Qt37twxeH/9+vXYuHHjOzmtrKywZ88eODo6YuXKlYiJicG6deveO5eEhATcu3cPPj4+AABPT0/s378faWlpRn6bPIbsrJ4PfeSHCA7T7i9durSscayYXP8YNmxYvg3zimDfvn0G56lHjx40btw4kzRU7devn/D8WC8cU9T0HDlyhACYxNuyefNmAkBTp04V5jp69CgBOulLEZw6dcpAjQbQFc8X4N3QarW0fft2SZ2HHd7e3kZzaDQaSXq6UqVKVLJkSdldzdnYM2fOGN1ITq1Wk7Ozs4FEu4uLi9Gf3aNHD2mcjY2NrHQopkrIjjp16rw3nWjTpk1S7UzPnj3pzJkzBapnb0FmZqbUwJUdVlZWNGzYMO7+TQz6feH2799vkvn+8MMPJlsTif7NLpAblXwbWJ0jrxrrmzhw4AABIE9PTyIiYYnoa9euZRFMyQ1Nn3M7tFotBQUF0dixYw3q9KysrN4Zobx27Rp5eHiQtbW1wTl/n9R+enp6tmInT58+NfVX+0+BggjOfwP6f4/ShQsXoNVqZUVvgKyRgwkTJmDt2rVQKpUmm+OHxLFjx0zmLShVqhSsrKzg4eEBAGjVqhV++OEHmJubc3M2bdoUCoXCJBGcsmXLAtBFcB48eCDExSI4//zzj/C8mJfaFBGS27dvAwCqV68uxENEOH78OGxtbaFUKqFUKmFrays8P4bHjx8LeY9zKxQKBfr06YOwsDBMnTpVioYEBgZKv827EBsbi0mTJqFQoUIAgIiICDx79gxPnjwx6vP37NmDQ4cOwcXFBREREWjXrh0SEhKMGmtubg4fHx9oNBrpPQ8PDygUCqPG60dwFi9eDDc3N6PGAcDx48elf3/yySc4deqU5HXPDrGxsZgxYwYmTJiAe/fuYffu3WjRooXRc/3YoFQqsWjRIoP3WrVqheXLl8PKykqI28LCQuKeOHEiMjIyhPgAoEuXLgB00U9TgF1L74oIyoEpIzgA8PPPPwMAhg4dCgBo06YNFw8RYfbs2WjQoIFB9MvW1hYjRowQn2g+h0KhQJMmTbBs2TJERUXhyJEjGDx4MCwsLNCrVy8p2+JN1KtXD1988YW0L2Bgv+vboFKpsHPnziyZAS9fvhT7IrkV2Vk9H/rIyxGckydP0rp162j69OkEGC87SqSz5pkqEgCaMWNGvvMQHjp0iMqUKUObNm0SrtmIiYmhPXv2SJGSypUrm0QcgDWVM4V8q4ODA1lbWwtHXq5evUqArnO5KFq2bCn72nwbmCKLMapf7wOLnnXs2JF+++034Z4URLoakzlz5lDz5s3z3b2UHcLDw6VGosZGIX/99VdSKBQGHj1jC/4fPnxo0PwOkCeqcu7cOYOxcvo7dOzYkQBQ+/btZf22r1+/lpSPvL29jao5CgsL45b6z+0IDQ2l8PBwSkhIMPk90r59e7K3t5fqDLy8vIRl/YnIQIRn6dKlJpgpSXUJphBG2LVrl0mj0BUrViQAJjl3z549I3Nzc3JycjJJgXlmZiYtW7bM4D6eMGGCMO/HjNTUVAoMDHyvdHR0dLRB42hjf9NDhw4ZrPm8Ev25BSgQGfhvcPnyZWkjCoAmT55M48aNM+qiY/K9AGjhwoX/wWz/e2i1WmrdujUBOllW3sLkN9GiRQuThfB5xCHeBtYLBxBT1Ll586bE8+DBA24erVYrbUhNkT7BRAHe1v9DDgYMGEAApGJJkYe5VqulP/74g9zc3AgABQYGCs8vL2H//v1UuXJlo2RHiXRpi/opgpMnTzb6s5iEOTtGjx5t9FitVkvlypWTxt67d8/osV5eXuTg4EBRUVFGjyH6N91z1KhRBam/pJNgZulkVlZWVK5cOWrSpAl169aNhg8fTjNmzKAjR45wcYeEhJCvry/FxMRQrVq1CAB5eHiYRJAhJCSEzMzMqEiRIkaJcbwPY8aMMZnBxJw1ffv2FebSaDSkUqmoWLFiwlxERPPmzSMANHHiRJPw3b17V3LMurq6krm5OT169Mgk3KmpqfTkyRMKCQmhU6dO0d69e+ns2bMm4c4v0Gq1tGbNGildzVgJceaEN5WD8kOiwMD5j8D06vUPYz3RP//8MykUClqzZk0Oz/LDgvWbYUf79u2FFXGYyhiv3G12XKNGjRLmYr1wAAg1Z9NvdCeiXx8cHCzxmGLT7+TkRCqVSriHQnJyMtnY2JC1tbVw34Q7d+7Qp59+Kn3PmjVr5rseUMYgNTWVQkNDjf77bdu2SUZOq1atjB6n0WgkBwMAGjNmjKx5MsXI0qVLy4ogtGnThrZu3Srrs9jnzZo166OI6BmL5ORkSWb8zaNp06ZCcsxs7PPnzyXlp5YtW1JiYqLwvFlzZrnXXHZo3749AaC2bdsKc61Zs0b6nqJ4+vQpAaBy5coJc2m1WqpQoQIB4O59pY/o6GjJiTRu3Dj6+++/aeDAgdx8GzZsoNq1a1OpUqUMVA7Z0bt3b5NcN/kRd+/epYYNG1K7du2M+vvMzExq164dAWKNmnMDcszAAfAQQAiAG9l9CAAFgOUA7gEIBuD+Ps68bODExcUZ3JAVK1Y0uj/D0KFDTdKhOC+AScuyw8zMjD777DPZ3liG9PR0Kl68OCkUCqEIB5GudwWg06R//PixENcXX3whfcdBgwZx8wwZMkTi6dChAzfPwoULJR65jRHfxJMnTyQDQhTMqBQRd0hISKCJEyeSubm5wbUl2hTvY8LOnTtJqVSStbW1LKM1LCxMalz3xRdfyPpMFp2UuzFavnw5l5Eip0/QxwStVksLFy7MIvbh6upKM2fO5F6b9fHy5Utq2LAhAaAmTZrQq1evhPhiY2OpcOHCQs1qiXSbPdYDzdzcXHhezPBycXER4iEiunDhgvQ7iOL48eMEgFq0aCHMlZycLPX78fb2Jo1GQ1qtVii1W6PRSKmn+oeFhQWtWLGiwCnxHmRkZFBAQIDRPeliY2OpVKlStGjRohyeWc4ipw0cp3f8/44A/vp/Q6cJgIvv48zLBo5arTa4Mf/44w+jx16/fj0HZ2Z6REVFcacmBQcHG+SAFi5cmJYvXy70EGUhV1P0iilbtiwpFAry9/cXUhiZOHGi9B3lKETpQ6vVkqurq8RjaWnJneLBPDYAaNWqVVwcRLrrnKXy+fj4cPMwsL4Rf/75J9d4jUZDs2fPlnq6sKNatWrcaUhBQUEmS7XISwgMDCRzc3O6efOmrHHz58+XPLlywPoyyPUifoxROWPx7NkzWrZsGdd6c+TIEanZroODg3QvKZVK6t69O/31119C5/7Vq1fUtGlTAkANGjSgly9fcnMR/eu0EVGrDAsLk4wIAPTbb78JzalGjRrSxlwUO3bskNIHRa/5vn37miQ9Wa1WS4ZIixYtjG4y+TY8evSI5syZI9Ua6R9lypShCxcucPHeu3ePMjIyhOaWFyHnOjl79izNmDEj5ybzH+BDGjhrAfTVe30XQMl3ceYWA+f27dtGd7fWB6txaNu2bb70OGRkZNDixYvJ1taWjh8/zs3Dai7Y8f333wvNKyoqipRKJRUtWlR4wWVNBO3t7WnXrl3cPP/73/8MvuOtW7dkczARBf1j3759snlev34tedkBUP/+/WVzMFy+fJmKFStGACggIICbh0iXusKKXkUfRpMmTTI4TzwpTAwbN24kS0tLmjRpEr148YKbh3k28xJ+//13o5tmMqjVaqpfvz5XYfXs2bOFI6+5Dab6zbVaLUVHRxv1t9evX6eBAweShYUFjRw5koh0TQHDwsLo0KFDtGbNGqMic6wuZ9CgQXTv3j2aMmWKdL+zdCmRyGhiYqJUv1e3bl2uertbt25RYmIipaWlSWlXvDWYv/32m8G6IRJJjo6ONuASleCdOXOmxCXX6aCP58+fk0qlosKFC1NycrKQscScW9WqVRNaGx8+fEheXl4Gzs5mzZpJhk6HDh2Mrq86evQonThxwsBg3rNnD1WsWJE2b95stKPr9evXJhMUyStOGDmO5SdPnghnf5gaOWngPABwDcBVAP7Z/P8/AbTQe/03gAbZ/J0/gCsArpQpU+Y/OCXvR8eOHals2bKyx5UuXdqg0/LatWvp22+/FSoyJ9LVYUyZMoUiIiKEeNavX099+vTh8k6fPn2aatasKS1Gjo6O3DfxP//8Q+bm5rR27Vpyc3MzSdfnr776itasWSNs4Bw4cEAycuSm3DC8GXkBQMuWLZPNM3PmTGrRooVknHz66afk7+8vm4cVvupHlHh/u8WLFxMA8vf353IC6CMhIYGWLl1qEtW0c+fOUeXKlcnDw4MqV67MHb1JT083MAYLFy5M8+bNk70Re/bsGXl5edGPP/5IRETx8fFc83n48CGNHz9elspYdoiJiaHp06fTDz/88N6/fVctVHp6Os2cOZNmzpxp8P6NGzeM7oPDsGjRIho5cqRwwf/WrVtpypQpwuqH69ato6+++sroNI+3YdmyZdS7d2+hdf/ly5fUs2dPKleu3FvTpjIzM+n333+XxFv0Pd/6vTXYYez3Sk5ONvD0p6en02+//UYeHh4EgPbs2cP9vRh/mzZtaNq0aVzjd+zYIV1/e/fupSFDhnCf66lTp0rnp1atWnTo0CEuHqJ/021NESkn+renDgCj7tu3ITExkZYuXUrff/89HT9+XEgY5vTp01S9enXhe+T169dkZ2dHLi4u9NVXX0l9XJo3b06zZ8+W9Xxi6XLs2u/atSuNHz/eIJq/a9eu93L6+/tThQoVhFJZtVotLV26lJo1a2Z0icLbeH7++Wfq2rWr8Pq4adMm8vPzE+5D9dVXX5FSqRQybE2NnDRwXP7/v84AbgJo9cb/P5CNgVP/XZy5JYJz//59ruL3WrVq0YgRI6TXzFMlKj/ZoUMHAsAVrn358iVFRUVRYmKi9NC7ePGi0eOjo6Np4MCBWR6WLVu2FCowZ3m1uTGM7O3tTQCI93q8cuUKKRQKSVHP0tKSOnfuLJvnwYMHkrGkUCiIiIxWx9KHfj0QO3hD/0w8QY4k8H8FtVpNR48eFUrDSE9Pl+7bN43CLVu2GO2dv3z5Mpmbm1OhQoUoJCSE+vbty7UBZ3UqtWvXlj1WH8+ePSMAVKNGDSEerVZLlpaW5OTklOX/ya1bY00bRSVwe/fuTQCEDe7GjRsTAAoJCeHmePToEdna2pK5ubmsZ4h+AfXp06epdOnSBIDKly+fJfqbmJhIy5cvl6IX2R0WFhZUoUIFatOmDX322Wc0c+ZMo6NB70JYWJhJ1uz09HTuSNfy5cvJ1taWYmJihOehX/dRpEgRoWtx6NChBr+BsUXfbwOTwwbA9fzIDp06daK9e/cKcZhKgTAkJCTLHoInUrV48WLy8fGhKlWqZJG91z/q1KlD+/bty/a6U6vVUtaFubk5zZ8/n8sJqFarJeEVUcls5lAQbWrL6p5F18e4uDg6d+6cEIepkWMGjgEZEABg0hvv5dkUNV506dKFYmNjpdeVKlUiAEKWc2ZmJtnZ2ZG1tTXXg2X//v3UsWNH+vrrr7nSk65du0Z//vkn7dy5kzZs2EA//vgjLVq0iGbNmpUv6xRevnxJKpWKAJ0AAo9yy/nz5yk8PFxaWM6cOUMLFy7kfqCXKlWKlEol11giotGjR1NgYCABoMaNG9OePXto+/btsnk0Go0kC1q0aFEhD1VOQaPRCBneT548oRkzZtCPP/5IgYGBdPbsWYqIiKDExETZv9/3338vbVIhkIrJ+jOJRjrLlClDCoVCOA2DbaxFPYLse4nWYpjCwImLiyOFQkGurq5CKWbdunUjALKiWefPn6dJkyaRWq2m6dOnS8X+/fr1yzZ6ExQURIsWLSI/Pz9q2LBhlq7mVatWNUmfk9wKFtkYO3asMFepUqUMzp1IpLR8+fKSU6t48eJkYWHBbYTFxsaSUqmU5mVnZyesWHn79m0CQN99950QT25GcnIyBQUFSU7h7I5GjRrR4cOHs9znTHa5UKFCBOhKDZ48eUJEugi4/t7uXYiMjKQiRYoQADpw4AD3d2HP7Pbt23NzEBEFBAQQYJr+d7kNOWLgALABYKf37/MA2r/xN51gKDJw6X28ed3AeVOa1dbWlgoXLizEyRo98nqDWAheoVCQlZVVvjRK9KFWq4XyX5nMJzt4+0AQEXl6ehIAKfzOi5IlS5K5ubkQR0xMDAG64l5e3Lp1y+Dc8NQDfSyIioqi/fv3GzTwrVu3LhcXSwsU9Qj26tWLAAjVzxERffLJJwRAOGWWRUxEaxVMYeBs27aNANCwYcO4Ofbs2UMAyM3NzWjjLy4ujlxdXcnd3Z2aNWtGAMjW1pY2btxotKGl0Wjo/v37tG/fPpo3bx7179/f6IateRFMWdLCwoLu37/PzfP8+XOD9axYsWJUu3ZtLgM3Pj6e1q9fL9X0TJgwgcLDw7ki7kREq1evzrIxF/XA+/v7czk58xquX79OdnZ2VLZsWWrevDn5+PjQhAkTaMmSJbRz5046d+4cRUZGvnWfEBoaKvVucnJyov3799OBAwfIy8vL6OjV3r17pfHMSJILtVotpbrzXkdERH/++ScBID8/P26O3IqcMnDcoEtLuwngFoBv/v/9EQBG/P+/FQBWAfgHOjnpLPU3bx553cDRR1JSkuRNE8EPP/xAAGjWrFlc4/XTbczMzMjZ2Vl2EXFewu7du4VSAtkmgx3Tp0/n5mrZsiUBxue+vw0lSpQQVuWJj48XTnV60/jr1asXN9ft27dNkjKTW3H79m2pi7v+cefOHdlcz549IzMzMypevLiQF3fRokUEgObNm8fNQfSvSIioocTWJlGRAVMYOL6+vgTw94hKSEiQogHGOkUyMzMN0pAAUMOGDYUNx/wOprwIgAYMGMDNc+rUKZo6dSqNHj2aAF2D5ytXrgj1W2GbSf1UdR4MGTKEFixYQIBO4c3X15fmzp3LzRcbGytFJtzd3YXmltshKqRApBPoYNcFAKpevToB8oR1Ro0aRQCoTZs23Gl9c+bMIQBcAi4MLD3ZFG0dchtyxMDJqSM/GTjh4eEE6Lo3i4DlhZ48eVL22IyMDGlRY8eCBQuE5pPb0bp1a+4i2IiICIPaGTMzM2rTpg33XBo1akQAhDfyxYsXJ5VKJcTx+vVrAnQFl7zo16+fwbVkaWnJXTy/adOmLIXq+Q1JSUmSYIWowcxSLg4ePMg9n9OnTxMA6t69OzcH0b9RYVFHCdvc8xh9+hA1cDQaDTk7Owv1QWGbITnecX2VLBZlX758ea6sSxTFsWPHTNaoUb+oXKFQcCuMsU3w0qVLCQAtXLhQeG6s34xI7zM2N9Zbj+2LeNdaon/TlADTyE4z5DWVSLn4448/DKLwCoXCaAdGSkqKFAniTQuMiYkxUMDjhYuLC5mZmQnXO+Y2vM3AMUMBchTPnj0DAJQsWZKbg4hw+vRpqFQqNGrUSPb469evIy0tTXq9atUqTJ48mXs+uR3BwcE4deoUbt68yTU+KSkJd+7cQceOHQEAe/fuRd26daHRaLj42Lm3tLTkGs9ARFAoFEIcFhYWAICMjAxujvv372PcuHEAAC8vL3z99dc4d+4cF1dISAhWr14tNJ/cDltbW2zevBmrV6+GSqUCAGzfvp1FwWVh4MCBAIBNmzYB+Hd9kYP69etDqVTi4sWLXHNgKF26NAAgKiqKmwP4975IT08X4hHF9evXERsbi2bNmqFw4cJGjzt79ixevnyJixcvYtWqVXB0dMSSJUuMGnv06FEEBAQYvGdpaYnTp0/j+vXrcqafJxATE4Phw4cLXXf6XAxEhKlTp3LxmJnptkGurq4AxK9nALCysgIApKamCvGYmZlJHIzTwcGBiystLQ2rVq2SXqempiIyMlJofgCg0WiwZcsWYZ7cioSEBFy+fNlgD0VE6Nevn1HXipWVFXbs2AErKytMnz4d58+flziMhbOzM3r16oWEhARs27ZN/pf4fzRo0ABarRY3btzg5shLKDBwchhPnz4FIGbg3LlzBy9evECjRo2kRU4O2A1lZmaGX3/9FaNGjeKeS14AW8SDg4O5xterVw9VqlRBQkICAKBixYpYvHgxlEolFx9bGAsVKsQ1noGIpIcxL8zNzQEAarWaa7xWq8XRo0fx2WefAdAZTNOnT0enTp24+EJCQhAdHY2dO3dyjc8rUCgUGDFiBM6dO4dy5cohIiIC165dk83TrVs32Nvb4/fff8e+ffswfPhw2RzW1taoVasWnj17hidPnsgez8A2hI8fP+bmAP69L/Q3EB8Cf/31FwCgQ4cOssZt27YNX375Jfz9/UFEWLhwIZydnd87LioqCv369QMRwdzcHB06dMCmTZsQExODXbt2cTmzcjsKFy6M7du34+effxbiISLExMSgePHiAIA+ffqgUqVK+Oeff7g5c8LASUlJEeZiHDzPfn1s2bIFcXFxBu/dvn1biBMAli9fLu0x8iNsbGzQokULeHt7w97eXnr/+fPn8PHxMepZWq1aNaxYsQIajQZ9+/ZFfHw8Vq5ciRcvXhg9j9GjRwMAVq5cye0gqF+/PgDg6tWrXOPzGgoMnByGSASHbbBPnToFAGjVqhXXHM6dOwdzc3Ns27YNfn5+XBx5BfHx8ZI3iTeCw/Dq1SsA/B4zBuaZZt57Xmi1WuEIjkKhgIWFBXfExMzMDLa2ttJCz65RXoSEhAAAli1bZhKvbm5HgwYNcPXqVXTu3Bnbt2+XNfb69ev47bffUKtWLaSlpaFbt25cERwA0ub54sWLXOOB/BfBOXToEACgffv2ssYdPnwY69evR3BwMFq2bInBgwe/d0xGRgb69OmDGjVqYM2aNXj27BkOHjwIX19fg01UfgOLjI0dO5bbAQXoouxz5szBhg0bAOgcN0uXLkWFChW4OU1p4FhbWwMQj+DoczBOXiQkJOCPP/4AoNuPeHh4CBs49+7dwzfffCPEkdthbm6OTz/9FBs2bEBMTAwCAwPh7e2NQoUKISgoCFOmTDGK57PPPkPv3r3x6NEj+Pn5Yfbs2di9e7fR82jcuDHc3d0RHBzMnTHRoEEDAAUGTgFMBBED5/Dhwxg9ejSOHz8OgM/AISJcvXoVgYGB6N27t+zxeQ2//PKL5PG6f/8+EhMTubnY5l1Oukp2SEtLg0qlEo6+mCJFDdEzl7kAACAASURBVNAZWrwRHAZ2TkTOb3x8vBRBuHLlCoKCgoTmlFfg6OiIP/74A/Xq1ZNl1FWpUgVLliwxeLjxGpiNGzcGIGbgiEZw2HfXj+BoNBrha5MH8fHxCAoKQsmSJVGnTh2jx927dw/379+XXp85cwYVK1ZEeHj4O8fFxMTgt99+w8mTJzF8+HA4OTlxzz0vgRlvaWlp8PHxQXJyMjfP5MmTpQ3blStXhOdWokQJKJXKXJWiBpgugjNx4kRUrFgRAFCjRg0cO3YMnTt35ubTarUYOnQoUlNTPwrnFKBbq3r06IFdu3YhJiYGGzduRFhYGPbt2/fesQqFAmvWrIGLiwv27duHuLg4WelmCoXCIIrDAxbBMcX9khdQYODkMEQMHDs7O6xatUqy8tesWYO+fftCq9UazREXF4e1a9eia9eusj8/r0Gj0RjkGAP/Rgh48OrVKyiVSmHPWXp6unB6GmA6A0ckgsNgZ2cHQMzAefO3WbZsmdCc8hLMzMzQv39/Wb+ntbU1du3aBRsbG+k9FmWUCxbBuXTpEgC+37Fo0aIoVKgQ94bw5MmTGDNmjJSmcfDgQbRo0eI/3Szdv38ff/31F44dOwatVov27dvL+k0OHz5s8LpcuXI4cOAAKleu/M5xpUuXlgzEjwn6zqK7d+9i1KhRQr+3k5MTypUrh7t37wqtRQCgVCrh4uKCZ8+eITMzU4jLlClqb9bgiODBgwcAADc3N5iZmaFatWrcXGvXrpWySz4WA0cf9vb2GDhwIA4ePAhPT8/3/n1QUBAqV64slS0AwOnTp/Ho0SOjP7NPnz5wdHREYGAgnj17hrS0NFlOruLFi8PV1RV37tzB69evjR6XV1Fg4OQwRAycN1MVfv/9d4wbN05WJMDZ2dmomy+3QCRN5eDBg9ICziCSppaQkAAHBwdhoyItLU1YYADIXREcpVIJGxsboRS1Nw2cwMBA7s2yHKM/L6Nq1apYs2aN9DohIUH25iI9PR3VqlWDra0trly5gm3btmHSpEmy56JQKFC6dGm8ePECKSkpsufRrFkzbNq0CXv37gWgM3AdHR2FUznlQK1Wo2vXrpg1axYAwMPDA1euXDF6Y6pv4DRs2BAXLlxA1apVc2Su+QFvRsM3b94spZnxokGDBiAik4gyuLq6QqvVcqd+MpgyRY1di6KONgBStLF8+fJCPI8ePcKXX34pPJ/8AmOMz6ZNm+Lw4cNZ0ijlpCpbWVlhyJAhyMzMxNq1a+Hn5yc71bN+/fofjdBAgYGTwzClgTNo0CAptSS/4rvvvuP2BsXGxuLIkSNwdHSEpaUlxo4dyx3BUavVSElJEU5PIyKkpaWZLIIjmuYGmCaCA+g2K4mJidy/V0hICNzc3ADoPEu+vr7cajwnTpxAWFgY19i8hgEDBmDIkCEAdLUccovzV69ejcaNG8PCwgKvX79G//79ZW+e7t69i6SkJCkKcebMGQwbNkwWh6WlJbp3727wXrt27WRxAMCtW7cQHx9v8N6FCxeM8sIrlUpkZmYiNDQUgE6lLiAgwKgNS0ZGBk6cOAEA6NKlC06cOCEVvecnZGRkCEXC9cEivwy1atXCxo0bhdLCTJmmZqo6HLbem7IGx9QRHF4QEfz9/Q3SCz/GCA4P6tWrh6tXr6Jnz57Se8amqRERrly5grZt2wIA5syZgx07dsgWitGvw4mKikJERISs8XkJBQZODuPZs2ewtrbmKhzVfxjY2dlh3rx5ppxarkNYWBjmz5/PvfkeMmQIWrZsiZcvX8LV1RXLli3DtGnTuLhYZEJUYIBFSkxh4DCRAV65agaVSgWtVivMY29vD41Gw/0Qb9OmDUJDQ2FjY4P09HT8+uuv3PLlGRkZGDRokHBqSV7B8uXLUbNmTQDy63BGjhyJFy9eGBgFcmtAXrx4geLFi0veww4dOiA2NlYWBwD06tXL4DVPtPnVq1coV66cVJs0dOhQjB07VlIMfBfe/BtbW1v8+OOPRkVKg4KCkJycjM8//xx79+41SB3MT1CpVJg7dy4mT54snNaiVCphb28vGbY1a9bEyZMnhdL1cqOBo1AoYGVlletS1EwRwdm4cSNCQkJga2srPJ83kZGRISQ+kRdQuHBh7Nq1C8uXL4eFhQWCg4MlB8u7oFAocP78eUkEhT2/jb1WU1NTsX37dkkcZsuWLXB3dxcWCsrNKDBwcghHjhxBamoq4uPjUbJkSSgUCtlpNPpG0fTp04WkpnM7iAijRo2CWq0W8nqxm509qFxcXLh4TCkwAGTtgcPj8WJj5KpvvQnWC0c0TU1USc3HxwdWVlYoU6YMXr16hcTERG4pbqVSiUuXLmHx4sVc4/Ma9Otx5J5/S0tLfPfddwbvFStWTBZH06ZNUa1aNal+hohkFeczeHp6StdRiRIlUKNGDdkcTZo0gUqlku79W7duoUuXLkaNfdPAmTt3LsqUKWPU2KNHj2LRokVYsWIF93WbVzBu3DgsWrQINWrUwMGDB4W41q5di61bt8LW1ha///47kpKShPjc3d0B5C4DB9AZJLwiCvowZYqaKSI4Pj4+iIyMhIWFBVQqFbp162aSCM7p06fh7u7+UTipFAoFxowZg7Nnz6Js2bJGR3HGjBmDoUOHGrxnbATHysoK+/fvl5R0L1++jLi4OJQoUULW3PMSCgycHMLatWvRokULALqH/+DBg7F69WpZHCyCU7lyZYwdO9bkc8xN2L59u5TuYQoDh3kpeMGKt01l4OhHcNRqtVR3IAdEBLVanaWw2ViEhoYiMTFRqnHIDUpqAKQNpUg/FZa6N336dKO8YfkBrB6HR2igT58+kqIOIN/AYQ9ofdSuXVv2PCwtLdGtWzcAuvQ0nhozpVIpNeVl4DFwmjRpIqtHWL9+/TBx4kST1MXldjRu3BgtW7ZEZGQkOnXqBB8fH4NiaTno06cPrK2t0bNnT6SmpiIwMFBobkWKFEHFihVx7969LKmKcqFv4Jw8eVJo425lZYW0tDThOUVHR0t8IiAi3L9/H3Z2dnB0dOTmsba2RlBQEOLj4+Hh4YHdu3cLKbTGxcVh8ODBaN26NVxcXCSD9WNAo0aNcO3aNbx+/dooB7hCocCqVavQsmVL6T05KWqzZs3K4tQxpmdXXkWBgZNDcHd3lxr53b9/H9u2bYOPj48sDgsLC1hZWWHp0qX/aeHtf41Xr15hwoQJ0muRhn9skyyqUGSqFDUmmqAfwVm3bh3Onj0rm4uIkJGRgTNnznDN5dy5c9i0aZMUwRGtw2Ged1MZOHLUZN4EM3AyMjLg5+f3QaSGPwQGDBiAWrVqyR5nZmaGhQsXSq/lGjiAbqOqn9rGE8EB/k1TExFD0TdoSpcubfRcWOTFwsIC69atkxWJqV69urxJ5nHop4/u2rUL1apVw48//sid6jpw4EAAwKZNm4TnxtLUeJrn6kPfwPn++++FGoeyjSSvQwrQpSX//vvvAMQjOC9evEBycjLKly8vbJT/+eefAIDOnTvD3Nycq3ZOq9Xi559/RpUqVSShCWN7yuQnODo6YunSpUYb0yqVCoGBgShbtiwAeQZOxYoV4e/vL70uWrRovt5bFhg470BiYiKeP3/ONfZNL4S3tzfXJqJfv36yO2vnNQQEBBiEpfNzBCcpKQkBAQFZOkobA61WC7VajcjISERGRsoef+PGDaxatcrkERzRHF62UIsYOPob06dPn2Lp0qVCc8pLRbO8Gx8PDw906tQJAJ+BU6hQIUlYwMrKirvJopeXF+zt7bk2SfoczHDv3Lmz0Rs4tgmdMmWKVNOUXxEUFCSkWNapUycDhbiaNWsaRAHl4pNPPoGrqytOnjwpFL0FTFeHw54b//zzDw4fPozLly9zc7G1/6+//uLmCA0NlQQeRCM4rP5GJD2NgRk4bP3gnc+5c+ekCFeDBg3Qpk0boXlt3LhRaPyHgkKhkOVcKVasGP744w/Y2NjITqecNm2a9MzgSU9LS0uTLWzwoVBg4LwDAwcORJMmTbjGvmngVK1alWtTq+9ljYyMRGBgIG7dusU1J4bXr1/jwIEDQgsvQ0JCApYvXy7EMW/ePGzatAnt27fH8OHDhQwcNzc3dOnShSuXXx/Ozs7o2bPnW8PlL168MErS2srKCt7e3lKT1gULFiAuLo7rWqhSpYr0b54ozo0bNxAWFgY3Nzd4e3sbVYTNkJ0x1LBhQ/Ts2RNFihSRPRd91KtXD926deOulwJ0EQk/Pz94eHhg586dmDhxIjdXQkIChgwZInQd7tmzB7GxsdiyZQuOHz8unFceFBSEPXv2cDtcGB4+fIgdO3bg7t27AID58+fDzMxMtshAamoqtm3bhoYNG0KpVKJWrVrcdSiHDh1C9+7dhWoM7e3tUbduXQDyGiKbm5ujSpUqBt3Yb9y4gcDAQOGHeEREBDZs2MC9eY+PjwcRITo6GlOnTuX+7TMyMvDtt9+iRYsWCAgI4OYxMzOT5MRLliwJDw8PNG7cmPt3NzMzw+DBg9GlSxfhWpVmzZrB09NTMlB4nS4lS5aEl5cXVCoViEjIwGGRrePHj3M7TFiaXO3atVGuXDnuuQA6h0SvXr3wySefCPGo1Wq0bt0an376qZBYQcWKFTFy5EiUKVMGKpUKX331lVBkafLkyRg8eDDWr1/PzaFWq7FlyxajGne+CykpKThw4IAwT2ZmJg4fPiz1QtRHnTp1sHnzZkRHRxuV3nbixAls3boVxYsXx/jx4wHwGThz585FhQoV8PLlS9lj/3MQUa476tevT7kBx48fpx07dnCPL1WqFAEgBwcHAkDHjx8Xms/PP/9MACggIECI59GjRwSAGjZsSLGxsRQYGMjNdfv2bWrSpAkFBQUJzYlBq9VSamqqSbhyCmq1mtq3b08ajUbWuCdPnpCVlRUBIHd3d9mfW6tWLQJAAGjYsGGyxmZmZpK1tTUBoO7du8v+7P3799P169dlj/uvkJSUJPv3yA4ZGRnUt29f6t+/Pz19+pSbZ9asWVS+fHmyt7cnS0tLCg4OpmPHjnHzDRw4kADQ0aNHuTmIiH799VcCQNOmTZPe8/f3l33uIiIiCAB5eHhQz549ZV+P+nB2diaVSsU9nqFevXoEgE6ePGn0mJSUFDp9+rTBe19++SUBoG3btgnNZ8GCBQSA5s6dyzX+119/pR9++IG++OILAkBTpkyRzXHr1i3pvAAgKysr+ueff7jmQ0SUlpZG3bp1o4SEBG6O/wJjxozhHqtWq8nFxYUAUPPmzbk4wsPDpXMOgG7fvs3F06NHDwJATZs25RrPcO3aNaHxOYn09HSaMWMGZWZmcnMkJydT2bJlCQApFApav349F09QUBABoCpVqpBGo6Fbt25x8dy/f58AUN26dbnGM2RmZpKFhQU5Ozu/9W9mzZpF0dHR7+WqXr06AaDExER69eoVOTo6Ur9+/WTPKTQ0lJYvXy57XE4CwBXKxpYoiOC8Ax4eHrLrZvTBvP8smiBa88A85SJFi9988w1+/fVXKJVKhIaGolatWkJ5xtWqVcP58+eFvO/6UCgUJpFUzklMnjwZoaGhsnvSzJgxQ4oKyI3gBAcHG/SiOH36tKzx9+7dk9R49u3bJzsdjIgwcOBAoUasOQlbW1uT9AjSarXYsmULtmzZIhRRsLGxwYMHD5CYmIj09HTUrl1bUhzjwb179wDovJ4iyK4vF4viyAH7LkWLFsWYMWO4BAYYkpKSuGT03wRbg+Q01bWysjIo2AUgFc+LrmlMtrp58+Zc42/evIkvv/wSa9asgY2NjeyoZEpKCs6ePQt/f3+sX79eaqopcg9bWlpiy5YtJvm9cgr37t3DqlWruJ+TBw8elK6Ba9eucUVf9+zZY/Capw5Hq9Xi1KlTAHQRXJZiJhcvXrzA1KlTucb+F1CpVJgxY4aQEmFMTAwmTJiA/v37o1KlShg2bBh+/fVX2TxNmjRBq1atcPfuXfz000/49NNPuaKL5cqVQ5kyZXDz5k2h/ZpSqYSbmxtiY2PfWuv67bffGpVKz4QlXr58icKFC+Prr7/miuDUqFEji8BMbkWBgZODcHd3h42NjWTgiG4OmYHDo5rE0L59e8yYMUPqXxITEyO8aVIoFEZLq+Z1bNq0CUuXLpW9+b116xZ++eUX6XVcXJystIU3G2DevXtXVt+RmzdvSv/WarVYs2aN0WMB3UIbEhKCmTNnyhqX12BpaWkSQ+nNupi2bdtm6fkiBxEREVCpVMK1ZWzjpn/98qQYMgPH0dERrVq1wv/+9z+u+bB1yBQ9NUzVl8MUBg4R4fz587CwsEDDhg25OIKDg6FWq5Geng6tVosWLVpgx44dRo+3traGv78/RowYgc8++wwDBgyAj48PqlWrxjUfhpzof2JKzJ07F1qtFg8fPuQav27dOunfqampuH37tmyON5XheAyc27dvGzhFeNsD3L17F4cPH87V/WVERQ/c3NwwduxYbNmyBXfv3sXz589RtmxZWWnGrKEtW6dHjhyJqKgohIeHy56PQqHAJ598AiLiFgViqFSpEoB/nVzZfZYxTuE3HeSff/4599qUV1Bg4OQg3N3dMWDAAEnuWdTAYYpeIh6Bli1bSvLVDKIGzseCS5cuSQokcj0fU6ZMMciTTUtLM7ppnkajQWRkJAICAgDoalY++eQTWQvnjRs3DF6vW7dOllodq9f5/vvvceHCBaPHfazQb/poYWGBlStXcj/EExISEBcXBzc3N+F+K9lFcHjA8q+LFi0KhUKBUqVKcfEw7+ibHe4/JLIzAuUiIiICcXFxcHd35yoOJyIDp0Rqaip69OghlFHwMeDBgweSKhuPgfP48eMsfX7k1uE8evQIMTExUuSuefPmuHr1quyavpMnTxq83rp1K1ctT1hYGABg0aJFssfmVRQpUgRt2rSRde9ZWFjgxx9/zBKd4DFwAEi1Tm/+jnLB9mcRERFCPPoRHEBXkyUi750XUGDg5CDc3d0xcuRIKWXCVBEcUV39N8PVplBVyWuQ+6CIjo5Gjx49pN9Qzubn1atXGDBgAH744QcAuuJ8a2tro9PUzMzMsGPHDklhpnr16jh+/LisYuobN25Im9AKFSqgdu3a2RYuvg3MwNFqtRg0aJBJOnTnZ+gbOBMmTDBQn5IL5rljnjwRmMrA0U9REwEzcHJTVODp06ews7MTmpNoelp0dLSB93706NGYO3fuR9FzRwTz5s2Tivt5DJzNmzeja9eukqpg5cqVcenSJVkctra2iIiIQNu2bQEAQ4cORWhoqGwD59SpU9LvXahQIdy5c8fA6DUWTFBk+/btwmp1+RkKhQIrV65E9+7dDd7nNXBat24NQNzAeV8Ex1hkt3/M7+tJgYGTg3B1dUWdOnVynYHToUMHqU9EyZIlDTZjHwOio6OxYsUKo/8+PT0dPXv2NFBVkrNBdHBwQJ8+faQH7hdffIHz588bvbiwv2M5uPb29lAoFLKkfb29vaXIi4ODA/7++2/07NnT6PH6kYPw8HDZOd08fX/yMliKWunSpTFt2jQujhcvXiAxMVHy3JnSwBHtXs28gCINAwFIXexzSwQnOTkZiYmJH7z+Rj+daPDgwVi2bFm+34wAurX277//5hobGRlpIIPNY+CMGzdOasJsaWmJkJAQdO7cWRaHo6MjVCqVpDxpYWEBZ2dnWfcKEaFMmTKS0qmHhweCg4Ol+0UOmIGTmZkpJJ/PEz3Ka1Aqldi2bZvBfcvOn1yUL18epUuXxo0bN4TKCti6b6oIjuj+MS+hwMD5D8D6jogaOHZ2djAzMxO+QBUKBb7++msAH1962t9//426desabaAQEcaMGZOlgRyPB5x5Ahs1aoQ6derIlv3UN3Dk4rPPPoOLiwssLCwkQ01O+P5NSenly5fjxIkTRo/ftWsXpkyZwt0UMK+BOQ1++OEHbgdCWloa6tSpg507dwIAnJycsHHjRslIkQsiwtOnT+Hk5CTc3C2/RnDYueU1cLZs2YLk5GSTCAwAQO/evbFu3TqT1IXlBcyePZu7DcL8+fMN5OwfPHggm8Pa2hoajQbPnz+Hs7MzVCqVQRNZOdA3cORCoVBg8eLFUr1UUlISatWqlUUQwxiwFDUA+Omnn7g323m1x4xcWFlZYd++fVIjX94ITnZ1ODyZD6ZKUWMO8jwh72wifByr5gcGi+CIqqiZmZnBwcFBMnBEDJ2ePXuiUqVKH42Bo9FoEBAQAE9PT6Smpsryyi1dulQKM7N+IXINnIyMDFy7dg1FihThPuciBg6gu35cXFwQExMju8nnmwZO165d8csvvxh9TXfv3h0LFixAly5dhLxZeQXW1tbw8vJCjx49uDlcXFwQFxcneZS//vprrFixgjv68urVK6SnpwunpwGmN3BySwRHVGDg9OnTaNKkCcLCwuDq6orQ0NAsNR3GIDg4GF26dMHmzZuF667yCq5evYr58+dzRaoeP36MTZs2GfRz4hUZePHiBYgIzs7OXOMZRAwcBnZf8PYJUqvVBiqpycnJsgVmGJYuXYrz589zjc1rcHR0xKFDh1CqVCmEh4dzR69YHc6xY8cwZswYrvpV1idINEWtIIJTgByBKVLUVqxYgZ9++gnW1tZISUnBN998gy+++IKbT6lUYsqUKR+FgRMdHQ1PT0/MnDkTRARvb2+joxcKhQLW1tZYvXo1AGDOnDmYOXOm7E1iSEgI0tPT0ahRI+5UE1EDBwBKlSoFIpIdBVAqlahZsyb69+8PQKfGt3nzZqMjAS1btoSjoyP++usvNG7c2MCrmB9RpEgRrFixQiitSKFQoHLlygbvTZkyhZvTVPU3gHiKWnJyMr755hspmmhra4urV68aSKF/CIhGcIoUKSJFIKKiouDp6cllkDo7O2Pnzp1Cm+O8hIyMDPj5+UGj0XBd3wqFAlFRUejYsSMAXTTH0tKSa2PK1Clzg4HDor88qWkAcP/+fWRmZkre+27dumH//v1cexGtVovBgwcLNUDOSyhdujQOHz4MMzMzxMTEyBqrVqvh6+srOUZXrFiBlStXckWqjZGKNgYFEZwC5AhMYeDUq1cPw4cPR1RUFACdFCbrs8MLX19fqRAuv4KlpOmnUw0YMEAWx8uXL7Fjxw7Y2tqiX79+mDZtmlTDZCwuXrwIAGjcuLGscfowhYHj6uoKANJ1JGfciRMnJBU5FlUwFubm5lKqR3h4OBo3bszl2c4rcHNzy2Kc8KBKlSrSvytUqMAVEUpJSUF8fLxJ1MEYRCM4tra2OHDgAAYNGgRAl/7SuHFjFC9eXHhuIhA9R29Kbg8ePJhrnZ43b16u7wdmSsyePRuhoaEA+AqfXV1dDYzL/v3748SJE0IGjui1aAoDR6VSQaVScUdw4uPjsX//fgwfPhyALnPj7NmzXFFBhUKB8PBwTJ8+nWsueRE1atTg6htnYWEhRWCBf+uXeFNxTZGmZqoa7ryEAgPnP4ApDJzmzZujQoUKWd4TgUqlEubIzVi1ahU8PT0NvC+urq6yjbqNGzciLS0Nvr6+sLOzg0KhkF3DoF9/wwtTRXAAGAgmGIMSJUrAyckJzZs3h5OTE06cOCF7odTvlZKYmIjOnTvj+++//yiKV3mhb+BMmjSJa2NiYWGBevXqGTS+mzt3Lq5fvy6bi103zMDh6aHD0Lp1a6kmKzk5GZ6ensJec1GIpqjpnw9bW1vMmTOHi0dOs9K8jmvXrmHevHnSa94IpVarxZ07d2Bvb49SpUpxN/9lzwvRa5Gl74rWu9nZ2XEbOE2aNEHnzp2lDfK9e/egUCiypBzLwZIlSz6qVgEtW7bk6hfTq1cveHh4GLzHa+CYQkntTZnojwEFBs5/AFOIDCgUCsnbCegK4erWrSs8t7wIY/u3jBo1CidOnDB4YPbr10/WQ4+IpJzlESNGyJuoHlgEJ7cYOHIjOAxKpRJdu3ZFZmYmDhw4IGusl5eXQQPM4sWL4+7du1wb7Y8FLArk7OxscP/LAVNx2rZtGwCdwb527VrUrl1bNteiRYswcOBAxMXFwcrKCj///LPUn0kuWH46A0t//BA4dOgQTp06ZWDgREdHyxbFYL3KAJ0cvymiZXkFPI4K/dQ0Bl4D5+HDh0hJSUGNGjWEUkNzU4oaoNsUv3792qCPmlww56jIBpmdU5aqJqePWl4Hb9rkihUrDJxSogZOREQEbt++zSXEURDBKUCOwFQiA76+vtK/GzVq9FHkZ2u1WoSEhGD16tXo378/mjdvjujoaKPGpqWlYezYsSAiKTdbbnra8ePHER4ejmbNmnFtCAFdcXdYWBjKly8vS9r5TZgyRU1uBEcfLBIjN03NysoKn376KRQKBZRKJZKSkvDtt98alcJz+fJl9OjRA7Nnz8bRo0eRkJDANfe8BhbBGTt2LFfDSIY3z7G/vz9XNKhJkybYvHkzXr9+jdTUVIwaNQoNGjTgmpO+IpSVlVWW/hP/Jezs7PDJJ59g3759AHS1Tn369JF9jtgmomzZshg/frzJ55lbcf78eRw+fFj2uO+++y5L2g2vccI2fTVq1OAaz5DbDBwmNGBsY+jswCI4+oIDcqH/u4SFhXE5Nj62aH2NGjUwduxY6bVcAyc5ORm+vr5SzerGjRvh7u7OdY8U1OAUwKRITU3F9u3bpYdkeno6Dhw4wN0TpFy5clLIM7+mlqWlpeHMmTOYN28eOnXqhKJFi6J27doYNWoUjh49ivXr1xstrzxx4kQEBwejTZs22LdvH0aMGIFatWrJmg8TFxg5cqTcryLhypUrAMTqb4APm6Kmj3bt2sHW1haHDh2SXXD6v//9D4MGDcLUqVPx+vVr+Pn5GeWZbNiwIfz8/DBr1ix4eXmhSJEiqFmzJoYOHYr169fj1q1bQh7O3IpKlSrB1tZW6PoDDA0cc3NzDBkyhIunadOmBq9LlCiB9u3bc3E5OTlJ92O3bt24vZvZeZLVarWs6EudXAIkIQAAIABJREFUOnWgUCikTWRQUBCGDRsmey5sE7FgwQIhgzSvgIiwbNkyeHp6ckWnBw8ejDt37gDQOV9KlSolbODUrFmTazxDbjNw2H3BKzQA6CKSlpaWJongALr7fuvWrbKboEZGRmLmzJkfVfRnxowZKF68uFRPJQe2trYoUqQIli9fDkAXgVOr1VnKFd6H58+fw9zcHHZ2doiPj0daWprsDIw8CSLKdUf9+vUpv6BJkyZkZ2dHAEilUhEAioyM5ObbsGEDAaADBw6YcJa5B9u3bycHBwcCYHA4ODjQjRs3jObZvXs3AaBixYrR06dPiYhIrVbLmsuTJ09IqVRS0aJFKTU1VdZYfcyZM4cA0JIlS7g5iIgaNWpEAOjZs2fcHA8ePCAA1KJFC6G59OrViwDQH3/8IWvcixcvKCoqitLT06lOnTqyz8uuXbtIqVRmuT4KFy5Me/fulfs18gQWLlwozHH58mXpXPn4+HDzaLVacnFxkbi+/PJLoXmNHj2aAND+/fu5OXbv3k3e3t7UtGlTAkBjx46lVq1akVarlcVTpUoV6Xs5OTlRWlqa7LmEh4dT8+bNZX92XkRiYiL5+PgQAOrUqRM3z6pVqwgATZw4kR48eEBHjhzh4hkwYAABoKNHj3LPhYioa9euBICuX78uxNOpUycCQMHBwUI8np6eBIDu3r0rxFO9enUCQPHx8Vzj69WrR/369SMA1Lp1ayIiysjIkM3To0cPqlChAh06dIhrHnkRGzduJEdHR66xDx48MHjmubm5yeb49ttvqW3btmRraytxTJo0iWs+uREArlA2tsQHN2ayO/KTgbNo0SKDjViVKlWE+JKSksjOzo5evnxpohmaBnv27KHLly8L87x8+VJaRNlhY2NDQUFBRnPcv3+fChcuTACEFtFZs2YRAOGFgD0wz507J8RTtWpVAkCvX7/m5khPTycAVL58eaG5bNu2jQCQn58fN8fNmzfJwsKCChUqRHfu3DF63NatW0mhUBhcI59//rnQedFqtRQUFCTrOvuvwLOJeBOpqalkbm5OAOjkyZNCXD179pTOu5zfLTvs3r2bHB0dKT09nZsjISGBLCwsDK6HESNGyObp06ePNP6rr77imsvz589Nsg7mdoSGhhoYhJs3b+bm+vTTTwkAnTp1SmhO9erVIwCSQ4sXjRs3JgD05MkTIR5mmISFhQnx/O9//yMAdOXKFSEe9hzi5Tl8+DBpNBoqUaIEKZVKevHiBRfPxYsXDZwtouc5L0Cj0VDfvn25x+vvidq3by97fHh4eBan4J49e7jnk9tQYOB8IDx8+NDgohozZoww56JFi0wwM9NBo9HQoUOHCMD/sXfeYVFcXx//7gICgqBSRFTA3jX23qJgS2KJGI09auxdY8XeorFh7DW2aKKxG7uJiLH3AgKKiKBYEOmwO9/3D7LzY6XtzqxvUOfzPPdh2d175u6UO3POPYUtWrTgiRMnjLZgpqamcsWKFXRwcCAAqtVqAqClpSVPnTplsJyUlBTxBjV+/Hhjf4reeIoWLUoADAoKkixHEAQWKlSI5ubmTEhIkCyHJF1dXalWq2Vbh52dnZknTx5Zct68eUMLCws6ODgYvTKWnrlz5xIAa9eubZScTZs2ZZiwixYtyl9++YVardZgOUlJSdy6dStr1apFAHz06BFJUqPRGPtTcj1Vq1ZlhQoVZJ8/OqNNvXr1ZI8pKiqKgwYNki2nRYsWeueClBXuBQsWEABVKpV4HnyMvHr1StY5EBkZyVatWolWZSsrK8bExEiSpVNOCxYsKGse0Wg0tLKyYoECBWSf38WLFycAWUo3STZt2pQAGBISIktOz549TWKYGDVqFAFw586dsuT069ePALht2zbJMpo1ayZeq3Xr1mV4eLhkWYIg8MGDB5L7/3/x7NkzyX2vX78u7q8RI0ZIktGwYUO9OVKOJ0huIysFR4nByYaBAwfKrhPj7u6uF4Tr6ekpS97Dhw9NEn8TFRWFKVOmQKPRyJKTmJgIW1tbDBs2DEBaxV5PT0/UqlULu3fvNtgPPiIiAqNHj8br16/Rr18/HDx4EObm5ti9ezc+//xzg8cTHByMR48eoV69epg1a5ak3wQAYWFhsLS0hJeXl6xiqDExMXBycsJnn30m2yffyckJJUuWlJUhCEjLzOXu7i6raJi9vT0+//xzODg44MmTJ5LljBs3DrVr18bTp0+Nqjzeu3dvrFmzBgDwxx9/4Ouvv0Z4eDiGDRtmUBBlZGQkpk+fDnd3d/To0QOXL1+GpaUlunbtiqJFi8LOzk52TE94eDi6detmkqDOHTt2yAoQBtLicNq3by87a13dunUBAI0bNzY6y9i7ODk5oX379rLiCwCINZYAIG/evEbNGTqqVasGIK2IrUqlElNhS4UkoqKiZNWu0JGUlISjR48iKSkJ69evlyVrxowZ6NmzJxISEiT1d3FxwbZt21CwYEHY2Nigbdu2kuMCHz16hCJFiqBNmzayUhe/fPkSHh4eYiyVHAoWLIgSJUrITu/s5OSEIkWKyJbj4uICNze3NIu0DEqXLg1XV1dZ2VyBtGvN1tZWjFWSwvjx4wGkxSfNnz9fjA01FpIYOnQohg0bJut61e1bPz8/yRlG0xMREYHAwEC9YyalrlJycjLu3r2LsmXLomXLlgD0SwcYgy7REpBWp01KAWIA8PX1RYkSJWQ9P/y/kZnW81+33LKCs3r1ak6cOFG2nEaNGhEAzczM+PbtW8lybt68SZVKxdq1a8se0xdffEEA7Nq1K1NTU3n79m3eu3fPaDkhISF0dHTMYE3XtdKlS3Pt2rUG+bNv3ryZ165dE+VKtTRFRkYyLCxMUt/0aLVavnjxQrYc0vj4nw+B2NhYk8QahIaGSvYLX758OR8+fEiSPHfuHLdv357t9y9cuMBvv/02g0tT+qZWq1m0aFGj3UAPHz4srvzs3r2bBQoUIACOGzdO0m/T8c8//9Dc3JyFChWS5Ya3ceNGMS7g0KFDkuUkJibSxsaGANi3b1/Jcsi06yJPnjx0cnKSJefhw4fi8WvcuLEkGS9fviQADh48mAA4b948WWMKDAzUi1eQgy7+rmnTpvTy8pIsJzExkc7OzgTAqlWrylpdePbsGU+ePMndu3dLlkGmWeDj4uJkydBhzOqtFKSs7P7zzz+y3eZMganiwlJSUiTFp707lr59+/LJkyeyZOhi+CAhHjQ9U6dOZVJSEt3c3JgnTx7ZbnOzZs0iAPr6+sqSc+3aNQJgmzZtePr0aQLgyZMnJclKH9vcvXt3yWM6evQoe/Tokau8HKC4qP13zJ8/X3ShkYMgCKxUqRIB8MKFC7JkPXr0iB4eHgTALl26cOLEiWzfvr1keb169crwoJg/f37Wrl2b3bp147p163LVBZGbMPbGk5CQwKtXr76n0Xx4GLr/oqOjuWXLFo4dO5ZeXl50cXHJcM5u3LhRkjIaFBREOzs73rhxg999950ob/To0bIeBl69ekV3d3cC4OrVqyXLIdMMJADo6uoq+wFFF9C/Y8cOWXLu379vMiXAzs6OAGQZpZo1a8Zt27bJdnEl05Q3CwsLOjs7S5Zx9uxZ1qlTh0WKFBHPqWrVqkmWFxcXx+vXr/PYsWPcunUrN23aJDvG61OZ169cuSLp4bJHjx6SDApyXdJyO3LOO0EQOGLECKpUKlaqVInfffcdd+3aJVmWvb29OKe1adNG8rh06Fxm5cbj/fbbb6JbmiAIrFmzpiSlUKvVUqVSMW/evATAVatWyRpXbkNRcP5DdBmM5CYYIMm1a9cSAL/99lvZskJDQ0UlRxe0LSUQ/s6dO+zcuTMnT57MX375hefPn+eLFy8+iUxCctFoNFy/fr1RfdasWcOlS5ca1edjv1lK5fnz5zx58iQXL17M3r17s1OnTkY//MfHx7NKlSoEIGZMdHFx4bFjx2SNTRAEMTC4S5cusq+nHj16EAAXLVokS45Go6GjoyPNzc0lr7zp2LNnj7hqIpfy5cvLXp26c+cOjxw5QgAcMGCA7DFVrFiRAPjy5UvJMkaPHq2nhBcrVkz2uBSM482bNyxRooTR98cXL17Q0tKSs2bNMnqbrVq1kp057WMlPDycf/31lyyPGB3Pnz/Xu77q16/P3r17MyoqSpK8lJQU5s2bl/ny5ZPtuTFnzhwC4M8//0ySPHLkiKRVytevXxNIy54GgDdv3pQ1rtyGouD8h8THx4sPPaaQVaBAAZqbm8teRn3x4gUnT56sd3F/KilOcwOCILBfv34cNWqUwX20Wi3Lli1r9MNXs2bNZCVLUMgcQRBExSG9i5QpXBuXLFlCACxVqpTkIG4dulSjBQsWZGxsrCxZ/v7+BMDmzZvLkkP+L1PhihUrZMv6/PPPCUB2Jrzz588TAL/55hvZY9KlU/fz85MsIyUlRXRzBkBra2vZ4/qUMfbaFASBHTt2JADevXvXqL66xBUdOnQwqh9Jli5dmj169DC6n4JxnDt3LsNKvpwECrr5o3Xr1rLH1qdPHwLyssGSaS7/untT5cqVP7pV16wUHCXJwP8DefPmhbu7O549eyY7MCtv3rzo168fNBqNGGQtBZI4cOAANm7cqPe+v78/Dh48KGuMnyopKSmIiIgw6LskMXbsWKxfv96ownRHjhxBYGCgWBzPUF68eIHRo0cb/P2UlJQ0C4hCtqxevRpbt27Ve+/8+fOYO3euWOjPGI4fPw6NRoNLly7hhx9+gKWlJX777TdZxV0BYOHChdBqtRgxYoTkgpo6Dhw4AAD46quvZMkBTFd9HgAcHBxkywD+V6wzOjpatqwKFSoAAO7duydZhoWFBX777TcULlwYQFpiFzlV7T9lDh8+jNmzZxvVZ/ny5fjjjz8AAPnz5ze4nyAIYqFoYxN7CIKAsLAwbN++HQ8ePDCq7969e5W52wje3b8LFixAt27dJMv7+++/AUB2gioAYmFWOYmOAIiJbhwcHLBixQqx+PxHT2Zaz3/dPrYVHJJs3749AfD8+fOyZT169IhqtZrOzs5MSkoSA/OlEB8fz7lz54p1YwCwfPnyH2VQ/PtCEATu27ePNWrUMNgVZcaMGeL+vnTpksHbatKkCYG0QoTG4ObmRgA8cuSIQd9/+/YtBwwYYLLg34+RCxcu6CUrsLCw4BdffMGtW7dKXnGpV68ely1bJrqOrly5UvY4IyMjaWlpSVtbW8m1K9KjcwXTJXeQQnBwMEmKMYVS3UHS880335hkBScyMpIATJLMZefOnQTAkSNHMi4uzugVgPT4+fmJtYxCQ0Nlj+1TQqvVcvr06QSMKyp76dIlvWvcmCQfOldHXTPm2tOdgwDYs2dPg/uRaS6No0aNUjwxDGTixInivh4+fLjk/aZzHdPVdTJFTbXChQvT3Nxc9vPY8ePHCYDfffed7DHlRmBqFzUAxQCcAXAfwF0AIzL5TlMAMQBu/NumGiL7Y1RwpkyZQgBcu3atSeTpin/NmjWLzs7Osl1YXr58ybFjx9LS0pIAjI4L+VS5fv26mNPfx8fHoD5Lly4VJ1SVSmWwEnHlyhW9G6Yxrha6jF5lypQxuL5D586dWbFiRdnFHD9GoqKiWLRoUZqZmbFly5bcuHGj7OK77xZj69y5s0keUsaPH09AfsHa9GOsXLmyLDn9+vXj4MGDaWFhQScnJwYHB0uuYK/DVApOYmKieK1IRaPR0NfXl7t27SIAVqpUieXKlePevXtljU3ntii36OOnxOvXr8XsgXZ2dgbH2L1+/Vo0NOgMGMZcj7pMpbpmTD23CxcuiP3UarVRdV62b99OIC17o6Lk5EynTp0IgJ06dZLlujVq1CgGBgbS1taWNjY2spN3xMbGEkjLRCsXnaHFFPeA3Mj7UHAKA6j+7+t8AB4AqPDOd5oCOGSs7I9RwdHd6OQW+kxISODWrVs5YcIEvcnzzp07JhlnWFgY+/TpQzc3N1kpaT92IiMj2bdvXzE5Q/78+Q0KuN6wYYPecStZsqTB2+zatate37NnzxrUTxAEsSgfAC5cuNCgfnv37iUA2tjY8NdffzV4nB87giBw/vz5XLt2rcnSiJNpqUrTH99atWpx0qRJkgoOarVabtmyhdHR0cyXL5/s1KeJiYkk/1fkc8qUKZJlkeTs2bP1lHwA3LdvnyyZplJwSNLS0lJ26upx48Zl8O2XG9wrCAK/+eYb/vnnn7LkfOgY+uB+8+ZNlixZUtz/hsa0CILAdu3a6R07Y7LhPXr0SDyvdc2YAt265wVd69Wrl8F9AwICxH4TJkxQlJwcqFKlChs1aiTOcVLx9vYWs5SVKVOGM2fO5J49eyTLu3HjhslieVatWkUAnDNnjmxZuZGsFBzJMTgkI0le+/d1LNJWcqRVa/oE0MVZ3LlzR5Yca2trPHr0CPPnz9d7X06xxfQUK1YMGzduxJEjR2T5jX+ohIeHIzAwMMvPk5KSMG/ePJQuXRobNmwQfZ3HjBmTo3/277//jv79++u9V7lyZYPGFRYWht9++03vPUOPT2Jiol5BxpkzZ+LZs2c59mvdujXs7e0RHx+Prl27YsiQITkWiUtMTDRoTB8yKpUK48ePR//+/eHo6GgSmSQzxPJotVr06dNHUqHAp0+fol+/fhg4cCBiY2PRp08fuLq6Sh7f0qVLsW/fPpPF33h4eIivSaJq1aomiekxFQUKFMCbN29kxTKMHj0aVlZWeu8VL15c1rhUKhXWr19vsvPuQyI1NRV79+5Fnz59DIqP2rFjB+rWratXINfb29ugbd28eRNlypRBvXr1xPeMib/Zu3cvRo0aBTc3NwBAgwYNcO3aNYP7P378WO//bdu2ifEYOVG6dGkxzm7+/Pnw8fEx6DyOjY01SdzZhwRJWFlZYf/+/RmuVWOxtbUVi+c+ePAAy5cvl1RwWIfueJcuXVrWuID/xeAULFhQtqwPCZMkGVCpVB4AqgG4mMnH9VQq1U2VSvWnSqXKMpJUpVJ9r1KprqhUqisvXrwwxbByFaVLl0aePHlw+/Zt2QGAU6ZMQdeuXfXeCwsLkyXzXSpWrIiaNWuaVGZugyQCAgKwbt069OzZE8WLF8cXX3yRZcVhkli/fj02bNiAuLg48f2CBQti+PDhOW6vUaNGuHXrFqytrcX3DE0wsGXLFvTo0UMMpHZ1dTU40cC7VeJjY2MxceLEHPtZWlri66+/Fv9fuXIlGjZsiNDQ0Cz7nD59Go0aNcKsWbNw5coVCIJg0Bg/dfz9/fHo0SPx/+HDh+P8+fOSg0sDAwORkpKCXbt2AQCsrKywfPlySYkPgDTFvlOnTjh37hxsbGwQGBiInTt3SpIFZHzQ9/HxkV2B3pTkz58fqampshR2FxcXfP/99+L/jo6OyJcvn+yx2drafvRzc3oePnyISZMmwc3NDR07dkSnTp1yfFA7fvw4Zs+erXe+29nZwcvLy6BtfvbZZ5g/fz4iIyMBAD/++KNRSSxGjhyJRYsWITk5GRYWFjh79iwGDhxocP/Hjx+LRoBChQph1qxZOH78uEF91Wo1qlWrJv4/Z84czJgxI8d+tra26N27N4YMGWJ0YoMPlYSEBOzevVtMLCKHd6/t+fPnG6UUv0tQUBAA+QkGgP8lTPnUFBzZCQEA2AK4CqBjJp/ZAbD993UbAEGGyPwYXdRIirUygoKCDI7XyIqEhATWqVNHXIqW6zLyqXD79m0uWrSI7du3p6Ojo54bQJkyZfj8+fMcZeiqFOva/PnzDd6+Li3ud999x7Zt2xpcnEyr1VKr1dLKyooODg6Mjo7m5s2bDer74MEDqlQqMQf+ggULuG7dOoPSBZ84cSKDm03FihWzDTBPH2Pk7OzMHj16cMeOHbJqgXzs9O/fnwBYoEAB2XEaJPnzzz/rHTO1Wi3LXeJd9zlzc3Nev35dsrynT5/qnU+mqEBvChe1u3fvMiEhgXXr1iUABgQEcNmyZZLlPXnyhHny5BFdDhUMIzk5mbt27RILJurawIEDDZbx8OFDsS4VYHz19r///psA2KhRI5JpLkPGkJKSQpVKRXd3d6P6keTmzZv55s0bFilShGZmZka7T40cOTLDvD1z5swc+wUHB9Pa2poA2LZtW548eVJxcTOQ9CU3ateuLXlOO3nyJC9evMi+ffsSSEsMJAiCrOOgKz4tN84xt4L3UQcHgAWAYwBGG/j9UACOOX3vY1Nw/vjjD3bt2pWVK1cW4zWaNm0qW25kZCSLFStmtI/up8yjR48y3DQB0M3NjWFhYTn2X7x4MYG0go7NmjWjk5OTwXVF3rx5w/z589Pc3JwPHz7ky5cvDdqmDt1DobEPSgEBATxw4ADXr19PABwzZozBfTUaDQsVKiTup7p16+YYiCkIAocOHZphH6vVajZs2FCpx/MOiYmJYiXtx48fm0Tmu/tfbuVqXZIUXZs2bZoseVqtVkxosnPnTlmydJhCwTlw4AALFiwoGj/y5ctHb29vWeMaMGAAAdPU1fkU8Pf3p4uLS4b5o3Tp0gYnZNFoNGzYsKE437m7u3P//v1GjUP3gLlu3TopP4NPnjwhANarV09Sf/J/GbmMNSZs3bpVb98dPXqUUVFRBj0k6+LsdK1y5crcsGGD7BiVj5158+aJ++zixYuS5Zw5c0asWQakZdFr27atrAQIuqRUH2tyEpMrOABUALYAWJrNd1wAqP59XRtAmO7/7NrHpuCkpKSwePHikoMGs+P69eu0sbFhs2bNTCLvY+fevXv08vLKEDxqSMXo1atXE0grtHf27Fn6+fkZVRVet3rTr18/SWP38/OT9aCky4BlrII0fPhw1q1bl9WrVycAzpgxI8c+qampYuYiXbOysjJJmvSPjd9//50TJkyQnXUnPZ6eniZTRkh962TVqlUlJT54lzJlyrBcuXKyi87pqpmnV3Di4+MlyU1JSaGTk5PeeStnBYdMW0kwMzPjxIkTZcn5lPjrr7/ElNgAaGZmZtRD49y5cwmANWrUYHJyMvfu3WvUA3p8fDzz5ctHKysrvnnzRspP4MWLFwmAX3/9taT+JDl27FgC4NatW43qd+/ePbq5uYkrr+3atTO4b2pqKmvWrJlBwSxatKiskhQfO7pVc7mpmNOvbuua1Oy727Zt48GDB8XyEgEBATx06NBHtyqXlYJjDuk0ANADwG2VSnXj3/cmAXADAJKrAXQCMEilUmkAJALo8u9gPiksLCwwZcoU9O3bV3zP3d3dJLI/++wzbNu2DePHjzeJvNzM6dOn4ePjg3z58mXabG1tUaxYMXz55ZcZ/Pmjo6MxY8YM/Pzzz9BqtShSpAiePn2K/Pnz48SJEyhTpky22966dSsGDRqEPHnyYP/+/WjUqBEEQTDYFz4mJgaLFy+Gubk5Jk2aJOn3P3z4EABQokQJSf1LlSoFFxcXXLt2DbGxsQbHA3Tt2hUdOnSAq6srqlevjhkzZuDzzz9Hw4YNs+xjbm6OnTt3onHjxmKRu6SkJHTp0gWrV69G69atM/S5du0anj9/jrdv3+Lt27eIiYkRX+taly5d0KlTJ0m/P7fSrFkzk/8mXaKM77//HtOmTZMtTzdtm5ubY/PmzZISH7yLh4cHevbsKbvo3KlTp7By5UrRz3z9+vW4e/cuzp8/b7QsCwsLdOvWDUuXLhXfa9CggazxFS9eHD169JCdYCC38/LlS5w5cwbJyclISkrKtNna2mL06NHZFq49c+YMOnfuDI1GI743depU1K5d26BxXL16FVOnToW1tTW2bduGPHnyoH379kb9lv379yM2NhZdunSBvb29UX116Io+6wq0SkFqcqIyZcpg165d+Oyzz7Bp0ybs378fFy5cQN26dXPsa25ujg0bNqBGjRriMcibNy+OHDlicFKcT5F8+fLB3t4e8+bNkyWncOHCsLW1FeN8CxUqhB49ekiS5ezsDC8vL6jVaeH29evXR7t27dC2bVtZY/xgyEzr+a/bx7aCQ2ZcxdmwYYNJ5S9btuyj08rfRavVijnr320qlYp9+/bNEEOj0Wi4atUqOjg4EEirg7Bo0SI+e/aMNjY2Bq0o/P7771Sr1TQ3NzfazUGH3NUbkpw2bZosaw6ZVtsGAI8dO2Zwn/Tn1ebNm0WXPkPqvoSHh7NIkSKsU6eOaGEHwG+//TbDsQoNDc3y+AJg/fr1lQK0BhAfH08A7NChg+zVER26tPSmWA3S8dNPP5nkeMbFxYnubromJx3/9evXRTk2NjYmGWNgYCDPnDkjW05uRqvVcuDAgVlev56entmmKhcEgT/99BPVarV4DEeOHMm6desafAzi4+NZtmxZAuCKFSsk/xada5icdNwrVqwgAM6dO1eyDF3tszZt2kiWsXHjRgJg06ZNjXpG0Lml6gqdenh4ZFuoNiwsjB06dGCZMmVYsmRJenh40M3NjUWKFKGLiwudnJz41VdfmWT1NzeyZ88e2au9OmrUqCFeN3LOn5iYmAzpyv/++2+TjDE3gfcRg/O+2seo4JD6NVBOnDhhUtlyg9DeJ4bGqLyLRqPhlStXuGjRIn711Vdiscp3W+3atXnp0qUM/c+cOSMmdlCpVOzfv7/4UK3RaAw6BocOHaK5uTnVarXkWIF3Y2+k0qNHDwLgyZMnJcvQ3XQnT54sqb8gCGI9nq+//tqgc+7GjRscOXIkybQYh6JFixIACxYsyF9++SWDjNOnT4sV7t9tbm5u7NatG9esWcP79+8bfc7LLYj7IXDjxg2T1HVIz/jx403mmqbDlC55rVu31jtP5ATTCoIgxks2b97cZGM0RSKF90FsbKzs6yI5OZmHDh0S56j0zdLSksuWLcv298fFxYkGECsrK27ZsoUk+eeffxoVszd48GACabVDpN4Pnz59SrVazcKFC8tSbnVunYYmg8mMhIQEqlQqurm5SZaRmprKcuXKGW3YSkpKYrly5bhp0ybx2NjZ2WV7bSUmJnIBTBMwAAAgAElEQVTSpEl67oXpz4PTp0/n2ucUuTx8+NBkBrhvv/2WAGhrayu7gLTuGQgAS5Qo8VHuf0XByQWkX8UxpjLxh8769evZsGFDrlu3Llt/5pSUFF64cIE//vgj27RpQzs7uwwTZJMmTURrrbOzMzdu3Jjhxvno0SO9lYCGDRvy6tWrRo/75MmT4rY2bdpkdH8dpli9IckGDRoQgCwl6fbt2+I+kcqbN2/E89jQ1aSEhATxdUxMDIcMGSJaljw9PTP8ptTUVP788896Sm2VKlUyWKOcnJzYsWNHLl26lNeuXct0xSImJoabNm1iixYtjEqw8KFy69Ytg4rOGsPkyZNlZU1736xcuVI8J2xtbWUrYrpA66lTp5pohLmX5ORkFi9enP379zcqCFmn1PTq1Yv29vaZGiSqVKnC27dvZysnKChINGh4eHhIjvM4fPgwAdDR0ZGRkZGSZJDkggULCMiv+t6nTx/ZyjZJli5dmgBkKaF79uwhAFavXt0oRdvf359Pnz6lVqsVV3TMzMy4Zs2abPvduHFDbxUifXN1dWXfvn25e/duo+KbXrx4wenTp8sy8H0ozJgxgwA4evRo2bLSr6oakknvQ0RRcCTg6+trsgeit2/fMiYmRlzFkWpdff78uUlcHV6+fMmBAwfmePPJifj4eFatWpVNmjRhu3bt2KtXL44YMYLTp0/n0qVLuXnzZu7YsUO06FhZWbFr1678888/9R5GU1JSxKwhumZtbc3mzZtz5syZ/Pvvv5mYmMgXL17Q3NycI0eOzPQhLiUlha6urgTSgiJ//fVXSRaL1NRUlipVSrarg1arZZkyZWSv3pCkq6srzczMZFmJtFotCxYsSFtbW1kW9AsXLtDc3Jxubm5MSkqSJMPf35/ly5cnABYvXjzT3/XixQsOGjSIarVafHA/dOgQx48fz3r16mWwFBYrVoyCIDA5OZn79u2jt7c3raysxM9/+uknbt68mcuXL+fcuXM5ceJEDh06lL169WLHjh3p6enJunXrsnLlyrIsXa9fv+a2bdvo7e0t2wKXnJzMn376Sfb5Q6a5X926dcvofuHh4Xr/JyQkSJKTGYakZs+Jx48fi8dYTlC3jqdPn9LMzEz2w6lGo5GVUUmHIAicPXt2huMg5Rzt0KEDPT092aNHD44bN44//fSTaDwBwJo1a3L9+vU5ZiyrVq2anvGpffv23L59u6gcjh07Nse5QRAEMXmJl5eX5FTygiCwXr16BMB9+/ZJkqGjWbNmBCD73qhzc7tz544sOboMWBcuXJAsQxAE1qpVi2ZmZrx8+bJkOZs3b6aFhQVVKlWOvys1NZU//fSTmHa6Q4cOrF+/vuiCCKSlmw8JCclWTnBwMAcPHkxra2taW1szPDycly9f5s6dOzl79mz27t2bDRs2ZGhoqOTfRaY9y8ydO9ck8+ytW7dkGbF37txJc3NzPnjwQPZ4tmzZIu5vufuIJA8ePMjOnTvnKndxRcGRwNChQ+np6Slbzu+//05bW1vOnTuXKSkprF+/viQ5SUlJrFy5Mi0tLXn06FFZY/rxxx/Fk75Zs2bcu3evnsLh5+dnkBU0PDw8UyuNIa1w4cIcN26cOFG2bNmSLVu25Ny5c+nv75/p9kNCQnK88axZs4ZTp05lfHy8kXtFn6CgINnpdck0F5AjR47IlpOQkGCSlb9bt27J3jckuWvXLkZERMiSkZSUxOnTp/O3337L9ns3btzI9AYfHx/P06dPc/r06fz888/ZpEkTDhgwIIOyLKVl9YAXGxubqYU4LCyMy5cvZ/PmzfUUL2MzIKXn6NGjYkyB3Ad3Pz8/2tnZ0cXFRbZSMXLkSFpYWOR43HIiIiKCZmZm7Ny5syw5JMU4u+nTp8uSc+7cOTo7O9Pd3V3M0CYFrVbLFi1a0NLSkjdv3pQ1pt27d4urUwsXLhSNE2PGjDHa9U23n3JqdnZ2HDJkSJaKrI+PD9u1a8ft27frrS4sW7aMp06dMng8N27coI+Pj+x4sZiYGFnuYDpSU1NNYkRMSkpiaGiobFfMx48f89WrV7LHc/36dQYEBMiW89dffxll9AsODmbz5s3FenGvXr3ir7/+yh49erB69epZKumXLl2it7e3nkKUXTPG/S79w7lGo+HGjRtZpEgRAmnxoXK4f/8+nZyc6OLiIvn+eO3aNfbs2ZMLFy5knjx5ZJ3XwcHBBNLc9OXEculYuXIly5UrJ2tuNDWKgvMfEhAQIC6/a7VaowuGpUeXilCukvP69WsuWrRIL/GBu7s7FyxYwFevXtHHx4dNmjThixcvspWj1Wr5+vVrPnz4kNeuXePp06e5Z88ebtiwgYsWLaKPj49YZCozBcfb25tLly5VikAqyCYxMZHHjh3jpEmT2KBBAzE4Nn3z9vamj48PFyxYwFWrVnHr1q3ct28fT506xUuXLvH+/fsMDw9nTExMpjfeM2fO0MPDgwEBARQEgbdu3eLMmTNFK7SuOTs7s2/fvjx48KCee56hhISEsF27dqI8T09P3rt3T/K+OXz4sGhJ9fHxkbU6debMGQJpRUmzCxrPDl0/nbXfFCvlFSpUIADZxoTnz5+L85Ncf/VFixYRACtUqCDpPNARGxvLH374QVScy5cvz1OnTtHCwoLDhw83apyvX7/m/fv3eebMGf76669csmRJpnVnVCoVK1SowJ49e2Ya45gVH6OPv4I8BEEwSLkSBIGHDx9m06ZNs1RkypQpw6+++oqjRo3iihUreOzYMQYHBxu8orBo0SL6+flREAT++eefYrwdAHbq1ElWnbbg4GDRg2TIkCGSr4W4uDj6+fnR3t6eZmZmvH//vuQxCYLA/PnzEwC7du0qWU5uRlFw/mN0y95ysrLoyEzJ0Wq1koL5NRoNDxw4oFf80traWgxKLFGiRLaZUwzBx8eHQFrF8gEDBnDLli18+PChciNUeK/Ex8fz1KlTnDp1qhi7JdU6Fx8fz+HDh4vXyLBhw1iiRAm9G2+pUqU4duxYnjt3zihrdPobc1xcHCdPnizGfnl4eHDv3r2yrhWduwMALl68WLIcMs1K7u7uTgDcsWOHZDkTJ07k0qVLxYcLuSscJMU5TE6hTx21atUiANlzn1arFetuDRkyRHxf6vG8d+8emzdvnuGhb86cOZLHeOzYMapUKpYrV47du3fnkiVL6OfnJzk5jIKCVGJjY3nixAkuX76cQ4cOZYsWLcRi5romJ5PjsmXLCIA//vij3nXUoEED2fNGaGgo3dzcCIB9+/aVnVRkxIgRBMDBgwfLkkNSdAU3dfbe3IKi4PzH7Ny5k4BxBbey410lx9/fX3ZA7L179zh48GDa2NhkcFWQahUVBIGnTp0yyRK7goIcEhMTefbsWaNdRs6dOyfGY73bateuzTlz5vDu3buSHlqXLVvGc+fOURAE7ty5U8wwZ21tzZkzZ8qy+pNpxWlVKhXVajU3btwoSUZKSoq4z/r16yeuhMlRugYNGqS32rVlyxbZxh9dCnRTKDi6lOwLFy6ULSsiIoKOjo4EwAMHDjAoKEjMEiYFQRDo6+ub4VyUmj4+KCgoV7mbKCi8S1xcHK9du8YdO3Zw1qxZkpRv3TPTu6tBcgxIOiUmPDycJUuWFF3c5LpbPnjwgObm5syXL59JYhTLlClDAHz8+LFsWbkRRcH5j0lOTqaTkxPVajWfPHlCUv5Sfnolp3HjxrSxsZGVPYZMe5jJLNWnWq3mkiVLlFUXhU+GxMREjh07NkPmNgAsXbq0eB1LZevWraL1vXHjxqLszp07S74RvXjxgnv37iVJzps3jwCYJ08e/vHHH5LHeezYMa5cuZKHDh0iABYqVChH19Wc0KUa17X8+fPLDqbVpbI1hYKjq0LftGlT2bLItMBcAHRwcGCrVq1kxXaeOXMm05T5arWae/bsMcl4FRQ+JlavXp3hevnuu+9kxUedOXOGBw8e5PPnz0WPl6+//tokwfdff/01AXk1cHRERESIytzHiqLg5AJ0xfKmT5/OCxcuiA8icnjXKjFo0CBZ8v78809+++23bNSoET08PDJkqerfv/9HW6hLQUHHxYsXWb58eapUKpqbm9PS0pLW1ta0tbWlvb09CxQoIMtV4sCBAzQzM9O7tipXriw7uHngwIHs0KEDf/jhBwJphSrlplUdMGCAGDQLgAcPHpQljyTbtGmj99tNMReaUsHRarV0cnKiubm5Ualss0IQBHbr1k1PGZFjmX327Bl37drFgQMHig9XOmX29OnTsseroPCxsG7dukxX383MzCS7bAmCwIYNG7JNmzaim+0XX3xhkmejc+fOEUjLAit3BZ/8nyHNFK5uuRVFwckFhISEEABdXFzo6OjIRYsWyZK3bds2vZub7qINDAw00YjTbvQRERG8ePEid+/ezSVLlvDAgQMmk6+gkBvRarXvbbXyzJkzYoyNrnXs2FG25e/atWt6q00FChSQlVqWTIvRK1SokCizfPnyPHHiBJ89eyZLbv369UWZo0aNkiVLhykVHJLs2bMnAXD37t3ctm0bHz16JEnOq1evWLdu3QwPWHLSz79LREQEd+zYwf79+7NGjRqSa8koKHxMbNy4UZwTHRwc2Lp1a06fPp1HjhyRldjo6NGjeteyp6en7MLK/v7+FASBderUIQBZbqzp6dWrFwHIWsXP7SgKzn/MvHnzWKVKFebJk0e8KMaNGydLZkpKClevXp0hA463t7eJRq2goGBKrly5wnz58mVqUZwzZ45kpUpnUUwvb8iQIbJj33TWxPStXr16stODV6xYUYxhMtWKsKkUnNjYWP7111+iW4uu0GJO9TpyktmlSxe9/dioUSNZ48xpewq5C8W9+/+XW7ducdSoUdy+fTuDg4NNtv8FQWDNmjUzXMtr166VnFggKiqKjo6OXLp0KQGwWrVqspMU3Lt3j4Ig0NXVlWq12uTFn3MTioLzH5OSksImTZroXRQ9evQwiey4uDjOmTOHdnZ2omxTFJdTUFAwHffv3xeDzdVqNatXr86RI0dy7969smNaduzYkUERcXR05OLFi2Xd2MeMGaMns1+/fpILu6anSJEizJ8/v+RVkfRcuXKFjx8/FhWc8+fP8+DBg5JXxARB0EvRrWtyx6pLDpA+fbncOC6F/46IiAiDY+VCQkJ4/vx5g7775s0bRRnKxezbty/D3PDVV1/JqjGki9HTtQMHDshWcOrVq8dJkyYRAOvUqUOSsmsy5VYUBScX8Pz5c72Uh6YoIpqeFy9ecNSoUcyTJw+bNm2qTJIfGBqNxmCfW2MmU7kZXRTkExkZyc6dO3P8+PE8fPiwSeI6dMTGxopF6oC0rGQLFy6UbcUXBEFMhW1ubs4VK1aYbE6xtbWVXXFex+XLl2lhYSEqj0WKFGHDhg1lyQwPD9czGAGmy0B0/vx58XjJdVNW+P/n6dOnHD58OKtWrWrQ6qNWq2WzZs144sQJg+TfuXNHdkZUhfeDVqvVq5vz2WefmSTmbfLkyRmUpn79+slScho1aiTKKlKkCEuUKPHRxucpCk4u4cqVK7SyshKDit8HoaGh7Nmzp1GVfRX+OyIiIjhr1ix26NDBIAtLfHw8mzRpYrD8+fPnMyoqSsYIFeTyPo0NOiudi4sLlyxZwvj4eJPIvXHjBgHQycmJf//9t0lkkml1f0aPHm0yeVqtloULF9Z7OPjxxx9ly127dq2ezPDwcBOMNo2oqCi2aNGCtWrVMplMBcPRarUMCQnhgQMHOHfuXHbr1o3e3t7ZZiENDw/n0KFDxfi5w4cPG7StVatWEYDBCk5ycjLNzMzo6+ub43dfvXrFdevWmfTcVMgaXbmPwoULc9OmTSYzHr5b22rgwIGyV3A8PT31ZHbv3t0kY82NKApOLmLLli3ig8P7RKlt8P7RaDR8+vQpL126xD/++IO+vr784Ycf+O2337JXr15ZKhaCIPDkyZPs1KmTmKXL0KKCgwcPppubm8FjXL58OcuWLZujBVqj0dDX15ebN29mYGCgsgL4ARAcHMwSJUrQ19fXJBl30jNt2jRWr17d5LUTUlNTTZ6JsX///no383v37smWKQiCXkV1uXFH76LRaOjj4yM7PbZCzujmtl69erFGjRrMmzev3vlSuXLlLJWbsLAwDh48WC9+tm3btgZtNzQ0lLa2tkYpOOT/6pYYUkxXl0m1Ro0anDFjBq9fv67M3e+B1NRUVqtWjdOmTTNpjJtGo9GLyxw+fLhJjt+XX34pysyfP7/sxDC5GUXByWWMGjWKKpXqo/WJ/FAQBIGnT5+mv78/7969y/DwcMbFxeU4wSQmJrJdu3YZUv3qWuPGjTNVbl69esVFixaJNzBd++mnnwwa7+HDh8XAZ0O5desWgbS0kzk9+EVERIhFLR0cHPjFF19wzpw5PH36tBK4nAu5d++e7Ow9WTF//nyTrQa9b/bv3y9eSyVKlDDZA15QUJC44v6+HhBMUTfjU0Gj0XDYsGH86quv6O3tzW7durFPnz4cMGAAhw0bxjFjxnDy5MmZJoS4du0aixcvnmnSjNevX2f4fnx8fAbFBgAtLCz44MGDHMcqCIKeFd0YBad9+/aia+jRo0dz3M7AgQP1xlisWDEOGTKEx44d04uZS01NZURERI4tJibG4LF+KoSHh7+XlbLbt2+Lx23cuHEmm7u8vb1FuatWrTKJzNyKouDkMlJTU/n5558rS8u5AF2e+PTNzMyMDg4OLFmyJL28vHjr1q0M/QIDAzMtuNevX79MLdR///13pt9v1KiRQUvdUVFRYsreSpUqGfz7tFotHRwcCIAFCxbMMXXw48eP6e7unmGcarWaLVq0EAPiU1NTuWTJEnbu3Jlffvklmzdvzvr167NatWosW7Ys3dzcWKxYMSVl7QfKh2QFjo+PFxWRESNGmFT2ggULCEB2IgiFtDlDrkIXEBCQYQVG1ypWrEh/f/8MfTJbhQFALy8vxsXFZbmtsLAwenl56fUxNPvphg0b9PoZo+BMnDhR7Jc3b94cMwOmpKSwWbNmGfaHvb09161bJ35PEARu2bIl0/uQrhUuXFhWxkAF49DV6Zk8ebJJ51xdwfY6derIdnfL7SgKTi7kxYsXfPr06X89jA+ekSNHsnfv3vT19eW5c+cMXmmIjo7mkSNHOGnSJNrb22eY6M3NzTlixAg9654gCDx79iy9vb0zrN6o1WouW7Ys20nq9OnTev1sbGwMupkIgiBa9QCwZs2aBv1GHR07dtTb5vHjx7P9fkhIiF7guu5m+W6NJZ2Sk1Xq4wEDBhgUUC8IAkNDQ/nHH39wypQp7Nq1q+JiqWAUbdu2JQDZhU3fJTU1lTVq1JCdclshbV82btyY1atXZ+/evblo0SKeOHEix6KnwcHBXLlyJdu3b58h+QMAWllZcd68eRkMS6GhoRwwYICYuc7W1paurq4E0sop5JQRcNOmTVSr1eJ2ChUqZNDqRnh4eIZ7ijEKjs6NXdcKFiyYowvzy5cvWbJkSb1+vXv3znQVNjIykh06dMh0zu7duzdv375t0MN2YmIiL1++zLVr13LgwIGy6259ivTr148zZ840udz+/ftTrVbz+vXrJped21AUHIVcRUJCgkmsFYIg0N/fX6/AoUqlYtmyZdm1a1cuXLiQJ0+eZHR0NMPCwrhjxw4OHjyYVapU0evzbmvdujXv378vbicuLo5r165llSpVxO84ODhwwoQJtLS0pL29fY5JHfbs2UMbGxsCEC2Ja9asMeh3vmsNbNCggVH7ydfXN4Obxa5du7LtExgYqFfkEUiLG1u9enUGK+zTp08z1PlIvxpWp04dTpo0iSdPnmRcXByDgoK4a9cujh8/np6enuIKk67JzS6VmJiouH9+YqxevZp2dnYmj+8h0xIufMoKtymCqd+8ecPbt2/zxx9/zHSecHZ2ZosWLThlyhSGhoZy7969HDRokJjJT9esra1ZqVIlvVWY4OBgvW2FhISwX79+NDc3JwDa2dlxypQpfPnyJb29vdm3b98cf5OuJom5uTl37txJDw8Pbtq0KcffKQgCv/zyS7q5uUlWcC5fvqzXt2TJkmzTpk2O5+C9e/dEBdDa2ppAmjvzuXPnMh3nzp07xeyD7zYPDw8OGzZMdHN7+/Yt/fz8uGzZMvbu3ZtVqlQR9y8ANmvW7INa9c0tvK/C6cOGDTNZEeXcjqLgKOQqQkJCWKZMGf7www+8dOlSholRq9UyKiqKN27c4J9//skNGzZw9uzZHDx4MDt06MA6derQzc1Nr6ZEVsvttWrV0kvPrWvu7u7s1q0bV61axSlTphAAy5YtyyNHjuiNc8yYMcyfP7/Yr3r16ty0aRMTExOZmprKMmXKZJu2WavVivJVKhVnz57NyZMns3Xr1gbdEIKDg0XFSNc+//xzo/a3Lg5H1xo1asQJEybkaJW+ffs2HRwcWLVqVbEiMpDmCpKZb/jJkydZtmxZAqCrqyu7d++eIcNVnjx5WL58eRYtWjTbY2djY8NSpUqxUaNG7Ny5M0eMGMH58+fzl19+4YkTJ3jnzh2+evVK3IexsbHctWsXv/nmG9arV++jX5b/GDBljE94eDg7d+5sMnkK/2Pfvn309PTkunXrMq0An5yczJCQEP7111/csmULZ8+ezQEDBrB169asVKlSpqsu7zYXFxd6eXmxbt26GVbHP/vsM/7www88efIkExMT+fPPP9PZ2Zk7duzQm0ODgoLYp08fsb+9vT2nTZumtwp/6tSpbOddQRA4bdo0UUnQ3Q+2bNli0Jyi0WgYHx/PY8eOEQBr1apFFxcXoxSc2NhYUekDYFTWwSNHjtDMzIwhISHiqqZKpeKoUaMyvd6ioqLEGlJ169blzJkzWatWrQxzcYMGDbI1DKpUKjo7O/Ozzz5jmzZt2LdvX/r4+HDVqlXcv38/L1++zKdPn2bqohgdHc0NGzbkaHRTMJxly5Z9MkaZrBQcVdpnuYuaNWvyypUr//UwcPz4cURFRaF79+6yZUVFRcHKygp2dnYIDAxE2bJlJcl58OAB7t27hy+++ALm5uaSx/PkyROsXr0alSpVQuXKlVGmTBnkyZMn0+8mJibi5MmT+OKLL6BSqfQ+S0hIwKBBg5AnTx5YWlrC0tIy09eZvTd9+nTojrO7uzusra2hVqsRGxuLyMhIaDSabH+DSqWCs7MzXF1d8fDhQ8TExAAA1Go1zMzMkJqaqvfdKlWqoGHDhmjYsCEaNGiAYsWKiZ9PmDABhQsXxuDBg2FhYQEAGD9+PBYuXAiSsLCwgLe3N4YNG4Y6deqI+yE1NRVxcXEoUKBAluMcNWoUli5dinz58mH79u348ssv4e/vj+LFi8PV1TXb3wgA9+/fh0ajQb9+/XDp0iU4OTmhZs2aOHLkSI59dQiCACcnJ1hZWSEiIgINGzaEn5+fQX2vX7+OpUuX4pdffsHVq1cxZswY/P333wCAYcOGwdfXV+/7ycnJWLx4MZYuXYqIiAio1WoEBgbi1KlTOH36NM6cOYPo6Gjx+xYWFiCpd7zLlSuHZ8+e4c2bNzmOz9zcHBYWFkhKSoJuPuvfvz9atWqFlJQUpKamIjU11ejXv/zyC0JDQ5GamooyZcoYtK9iY2MRGhqKR48eiX9/+OEHFC5c2KD+76LRaHD9+nX4+fnB09MTlStXliQHALRaLU6dOgUbGxs0aNDAqL66/ao776Ojo3H//n3Ur19f8njCw8Mxb948zJ07F/b29pLlpOfWrVuoUqWKbDlarRavXr2Cs7OzLDnJycnYu3cvOnXqJGu+JgkfHx9UqVIFtWrVgoeHR4a5WEdiYiI0Gg3y5cuX6edjx47F27dvYW1tDSsrK7G9+3/69ywsLNCuXTu8fPkSZmZmaNGiBfLkyYOnT58iMjISz549Q3bPEvny5YObmxvc3NxQrFgxbNmyBUlJSQCAEiVKICoqCnFxceL3CxUqBC8vL7Rs2RItWrRAoUKF9OQdO3YMtWrVQsGCBcX31qxZgyFDhkCr1aJAgQIYNWoUhg0bhvz58xu8nwFgxYoVGDp0KOzs7HDo0CE0atTIqP46hg0bhp9//hnr169H06ZNkZSUhIoVKxrcv127dli2bBnKly8PtVqN8PDwbO8z6dm+fTu6desGktiyZQtGjBiBmJgYVKlSBVevXs30XNy7dy98fX1x5swZAMCzZ89w+PBhHDx4ECdOnEBCQoL43aJFiyIxMRGvXr0S33N0dMTbt2+RkpKS7djUajWcnZ3h4uICMzMzFClSBMeOHUNKSgqCgoJQsmRJpKamIjY2FnFxcYiNjdV7ndV7Pj4+cHd3N2j/vEtkZCSuX7+Oa9eu4YsvvsBnn30mSQ6QNmcfP34c9vb2Rs+z7/LmzRsEBgaiTp06RvdNTU0Vn2UA4OXLl3B0dJQ1HiBtjj1+/DjGjh0rW5apUKlUV0nWzPBBZlrPf91yywpO+/btjcpWlRVRUVGsWLEi69Wrx+fPn7N48eKSC/0NHjxYtI5PnTqVYWFh4me//fabnltVduzevVvP+mJubs5KlSqxS5cunD17Nvfv38+QkBDRYlW5cmVWr16d+/fv17N+PX/+PEfLnJSWN29eli1blm3btmW/fv04depUrl69WrQEhYeHi5ag2NhY2tra0t3dnXPnzuW3335LKysrNm7cmJMmTeKRI0cYHR2d7f7IzJ1py5YtdHV15cyZM7Otj5ATDx48YJ06dQw+NtnJWbx4McPCwvjDDz8Y3b979+4MCQnhuHHjGBQUZFTf9JYgQRC4b98+li5dOtsMP48ePcrUgqTRaHj16lUuWLCALVu2ZN68eTl06FD6+vqyfPnyBMCzZ8+STHNlDAkJ4blz5/j777/T19eXEyZMYKNGjTK4tZm6dejQgRYWFnpxcvHx8bx79y4PHz7Mn3/+mWPHjuXXX3/NGjVqsGDBgpnKebe4WnZxd0knUqkAABoYSURBVAkJCTxz5gxnzpxJT09PMcUsAIP8tDOzMAcHB3PKlCniKqaUAsPTpk3j8+fPqdVquWHDBjo6OtLR0THT7FOGMnr0aFpbWzN//vwmcdOYP38+27ZtK/s6i4uLY9u2bVmhQgW+efOGKSkpkhNlrF69mkBaZrc1a9boxXxER0cbnAEvODhY75xydHRkq1at6OPjwwMHDujNTykpKSxVqhRXrFiR6bz2bmyd3KZSqejo6Mj69euze/funDhxIletWsVDhw7x1q1bGe51169fp5WVFfv27csbN25w5cqVtLS0pKenJxcuXMibN29KcnW6e/cunZycOHfuXFlZwN68ecNWrVrx6tWrkmWQadf52rVrc4wvygrdasuaNWvE+VAq4eHhbNu2bY7ZOrN6LklISODhw4c5aNAgFi1alM2bN2diYiK3bNnCunXrEgCnT59OQRD48uVL3rp1i0ePHuXGjRs5Z84cDhkyhB06dGDt2rXp5OSU6SqQWq2mg4NDhkQQhjZdcomEhAQuXLgw0yymgiAwJCSEv//+OydNmsTWrVtncMOeP3++0ftXEARevXqVI0aMEFfdWrdubbSc9PJ+++03uri40NnZWfI8q7sfHDlyhDY2NgalHc+JqVOn0traOlfFJEJZwTGe+Ph4pKamGm0Bepe3b9+iZcuWuHDhAlxdXREREYEpU6Zg1qxZRss6evQoli9fjj///BMkoVar0bZtWwwcOBCPHz/G+PHjsW3bNnz11VfZynny5AlOnDiBO3fu4Pbt27hz5w6ePXuW4Xs2NjaoWLEioqKiEBoaCgCoVq0apk+fji+//BKpqak4f/48UlJSkJycnOFvZu/p/h46dAhhYWF626tUqRJat26NVq1aoX79+rCysspxn9y+fRuPHz9G69atYWZmhpcvXyJfvnywtLQ0fMdmgm4FKL0VRCoks7S4SkEQBKjVaqP6vH37FnZ2diYbg0ajkWWV1pGSkoKEhATkz58fJHH27Fm8evUKHTt2zLJPYmIizp49i2PHjuHYsWO4d++e3udNmjRB9erVYWFhAQsLC+TJk0d8/e7/utdqtRqXLl3C/v37ERAQAADInz8/WrZsKa7GREVFZTkmKysreHh4wMPDA8WLFxf/NmnSBM7OzoiLi8O8efNw8eJFnDx5EkCahc7f3x9+fn7w8/PD5cuX9VYebW1tUb9+fTRq1Ahffvklqlatmum2k5KSMHz4cMyaNQuFChVCfHw89uzZg40bN4qrbQDQvHlz9O3bF127ds35wPzLypUrMWTIEGzduhUrVqzAhQsXAAD9+vXDjz/+qGdFN5TXr1/Dzc0N8fHxAIA+ffpg+PDhkiyn+/fvR2BgIPz8/HDo0CGsXr0aFy9exNq1ayWdnxqNBl9++SWOHj2KVq1aoUePHti5cycOHDhgtKwLFy5g2rRpOH78OACgSJEiGDt2LL7//nsEBQVh1KhR2LdvX47XZXR0NPbv34/Lly/j8uXLuHnzZgZLedGiRVGrVi3UqlUL27dvx927d1GqVCnMmTMH3t7e4vxz/vx5xMbGIikpCYmJiUhKStJrWb13+PBhPSs+ALi5ucHLywteXl5o1qyZQRbie/fuwdnZWfxufHw81Go1rK2tDd6vWZGcnCx73v9Y0T30GXvfyExOdHS03nV/7do1HD16FJMmTcqyX1RUFCZNmoRdu3bprdalJ2/evMiXLx9sbW2z/ZvZe1WrVsUff/yBWbNmwdraGgEBAQgMDMS1a9dw/fp1sek8PXSYm5ujQoUKqFatGqpXr44WLVqgQoUKGcYWFhYGNzc3vfeePHmC7du3Y+vWreI9yMzMDF5eXujduzc6d+5s0P5Mf1yePHmCwYMH49ChQwCAXr16YfHixUbPswEBAfD394enpyeqVauG169fY8+ePdneVw0hJSUFMTExcHJykiXHlCgrOP8xUVFRYvYW/LtCIadw3KNHjzhp0iQ964MuTSr+taYYG4Pw4sULnjlzhsuXL+f333/P+vXrZ+s7Xa1atQwrOoYSHh5OKysrFilShL179+aOHTskW7oUFMLCwrh+/Xp6e3uzQIECrFOnjsHnZXR0NBcuXJghKPjdZmFhwVKlStHT05P9+/fnnDlzuGPHDp4/f56RkZFZbk8QBG7btk28/ps2bcqhQ4eyatWqGSyZjo6O7NChAxcvXszLly8blFI3JCSE1apVo5mZGf38/Ni3b1+9rHYeHh6cPn06Hz16ZMwuJUnu2rUrwxhr1KghO1vSzJkz9WS2bt1acmraiIiIDMeqS5cussb35s0bVqxYkQBoaWlJlUqVIZDdGC5dusR27dqJ43NycuL3338vzqPG1thJSkri5cuXuXLlSvbp04eVKlXSy/b1bqtZs2aGlURjOH/+PIG0xCqdO3fm2rVrlVTCCpJITU3lxYsXuWDBArZt21bvGePvv/82Wp5Go+GWLVv0klHkzZtX73lI16ytrVm3bl0OGjSIa9eu5ZUrVwxaRd28eTPr1q1LkoyJieHGjRvZrFkzvbmxevXqXLJkidHX8oIFCxgSEkKNRsNly5aJq/YlS5aUlRFywoQJLF68uLjC9jEnHICSZOC/IyAgIEMmGAAcOHCgbNnJycn8/fff9Spu61q7du1kF+zSFcLM6uZpZmbGDh066LnKGcLdu3d59+5dJeuKgsnRaDT8559/DHIDffnyJceMGcMGDRroJZJI39asWcMnT55IyiR15coV1q9fP8sHTzc3N3br1o1r1qzhvXv3jL4eDhw4kOm4ra2t2b17d546dUpysoUTJ05kSOIxaNAg2Rm14uLiRPfCIkWKcPfu3bLngZo1a+qNc/v27ZJlabVa/vPPP6I7sK6NHDlS1hjJtGQfXbt2zTCflipVig8fPpQlOzY2lmfPnuW4ceOyPN9atWrFGzduGC371KlTvHbtmpK4Q8HkaDQaXrlyhYsWLeKMGTMM7icIAv/44w9WqFAh03M9f/78bNasGceMGcNt27bx7t27Rs9dcXFxYnIdXWZWXXY6IK149oQJE3JM4Z0Vv/32GwHw559/FhM7mJmZccKECUxISJAkk0zbp+kN6lWrVn0v2SVzC4qC8x/z5s0bTp48We/iMDMzy1BXRAoJCQlZ5rQvV66crG1oNBr27NmTLVu25Pfff885c+Zw27Zt9PPz4+PHj5Uq3AofDYIgMCIigidOnODSpUv5/fffs0GDBmzZsqXR5/mzZ8/Yt2/fLDMOLV26lKGhoZLHmpqaygkTJmSQW6hQIa5Zs0ZyjJ+Oy5cv68X/pJ+z0hcOlIKvry/NzMw4ZswYk2X5mTFjht4Y5cQGCYLAX3/9NUP6XDs7O5ONd+PGjRn2rYuLiyTlIz0pKSls1KiRON5SpUqxQYMG7NixIwcOHMhp06Zx1apVss8PBYX/kujoaA4aNIiFCxfO0vi6fv16Wdu4ffs2y5Url0Gura0te/fuLct4RJL+/v60tLTUk127dm3evHlT1rhJ8ujRoxnGXapUKZM8b+ZGFAUnl/D06VMOGDBATGPZqVMn2TLv37/PVatWcdq0aRwwYADbtWvHOnXq0N3dnZaWlrSzs+OhQ4dMMHoFhU8PQRCMupG9ePGCY8aMYefOndmyZUvWq1ePFSpUYNGiRUXXscaNG0u2qEVGRma6YqtrixcvliRXx4MHD+jk5KR3Y+zfvz937Nghy62WTHsA79q1q0lu4um5du2aON4mTZqYRGZUVFSG2k6+vr6y5V6/fp2VKlXKkApZp5RIcdPRERcXx8ePH8uy/ioofEikpqby6dOnvHz5Mvfv389Vq1bRx8eHQ4cOleTBIggC169fn6mLW5s2bUyS2j4oKChDkpx27dqZpN4UyQzzVoMGDWQZ1HI7WSk4SpKB/4jAwEBMmTIFu3fvxsWLF1G7du33sh2SiImJQVRUFEqVKiU7wFBBQUEegiAgNjYW1tbWWaZmz4qHDx9izJgxSE5OhoODAwoWLIiCBQuKr3V/q1evDjMzM6PHFhERge7du8PDwwPNmjVD06ZN9dKpyyUlJQXm5uYmn4dIws3NDeHh4fjpp58wZswYk8nev38/Bg0ahMjISJQuXRoBAQEmGX9KSgpCQkIQEBCA+/fv4/79+wgICMDjx4+xbt06tGvXzgSjV1BQMJTY2FgMGjQI27dvz/CZWq2Gvb09li5dip49e0rexsuXL1GvXj0EBwdn+GzKlCmYOXOmrIREb968gYuLC5KTk6FSqTBlyhRMnTrVJAmBcitZJRlQFJz/mIsXL+L48eOYMmWKSbNsKSgoKBhLUlKSQZkLcyODBg3C6tWrERAQILnOWFZER0dj7Nix2LhxIw4fPow2bdqYVH56SOLZs2dwcXFR7gkKCv+PnD17Fs+ePYO9vb3Y7OzsYG9vDxsbG9nXY1JSElq0aAF/f38AgIODA1q2bImWLVvCy8sLLi4usn/DmjVrMHDgQLi6umL79u1o2rSpbJm5HUXBycXojoFyM1NQUFCQxuHDhzFq1Cg8ePDgvW3j+PHj2LNnD9asWfPetqGgoPDxIQgCevbsidDQULRs2RKtWrWSvNKeHfXq1YOzszM2bNhgksKeHwJZKTgf75rVB4Si2CgoKCjI4/PPP0eXLl3e6za8vLzQoEGDNP9uZd5WUFAwkISEBCxfvhwFChR4b9t4/PgxunfvjsGDByvzE5QVHAUFBQWFj4TY2Fjky5fvvx6GgoKCwv87n6rhJasVHCXiXEFBQUHho0BRbhQUFD5VPkXlJjsUBUdBQUFBQUFBQUFB4aNBUXAUFBQUFBQUFBQUFD4aFAVHQUFBQUFBQUFBQeGjQZaCo1KpWqlUqkCVShWsUqkmZPK5pUql2vXv5xdVKpWHnO0pKCgoKCgoKCgoKChkh2QFR6VSmQFYAaA1gAoAuqpUqgrvfK0vgGiSpQAsAfCj1O0pKCgoKCgoKCgoKCjkhJwVnNoAgkk+JJkCYCeAdu98px2AX/59vRtAc9UHlOYhKCgI/9fe/cdWdZdhAH/eFRACZmMMnRkDlJDJ4rQ6JCMjBolBmMTpsi0jYviDbLqMBDNFmVlgkizOZLJlSlxkGyMGxU0FbktHaXqhLWsp/QktlEILLYW2t4VaCqWU/nj84x6ym663aL/n3ouH55M0vedw+vDNmzf3nrf3nNvy8nLnnAsXLiA3N9c5p7+/H6FQCP39/c5Z4XAY7e3tzjnl5eU4deqUc86ZM2dw+PBh55zOzk5kZ2c75wwODiIjIwPXrl1zzsrPz0dLS4tzztGjR1FTU+Oc09TUhMLCQuecy5cvIysryzkHiP6RxitXrjjnFBYWoqmpyTnn+PHjqKqqcs5paWlBfn6+c05PTw8yMjLgx8f6Z2dno7Oz0zmnuLgYDQ0NzjknT55ERUWFc057ezvC4bBzTl9fH0KhEAYGBpyzcnNzceHCBeecsrIy1NXVOeecPn0aJSUlzjkdHR3IyclxzrnxPNvb2+uclZeXh9bWVuecI0eO4MSJE845Z8+eRVFRkXNOV1cXPvroI+ccAMjMzER3d7dzzsGDB3H+/HnnnGPHjqG6uto5p7m5GQUFBc45V69eRWZmpi/Ps3v37sWlS5eccw4dOoTGxkbnnNraWlRWVjrnRCIRHDhwwDknKUiO6gvAkwDeidn+MYA/DjmmGsC0mO16APfcLPvhhx/mreCxxx7jjBkznHM2bNhAM2Nra6tTzp49ewiAmZmZTjmRSIRmxvXr1zvlkOTMmTO5dOlS55ynn36aU6dO5cDAgFPO66+/TgCsr693ysnLyyMA7tixwymnq6uLY8eO5YsvvuiUQ5IPPfQQFyxY4JyzatUqTpo0ib29vU45b7/9NgHwyJEjTjnl5eUEwC1btjjl9Pb2cuLEiXz22Wedckhy/vz5TE9Pd85Zs2YNx40bx8uXLzvlbN++nQB48OBBp5xTp04RADdt2uSUMzAwwClTpnD58uVOOSS5ePFizpo1yznn5Zdf5h133MG2tjannN27dxMA9+7d65TT3NxMM+PGjRudckhy+vTpXLZsmXPOE088wXvvvZeDg4NOOa+99hoBsLGx0SknHA4TAD/88EOnnM7OTo4ZM4Zr1651yiHJOXPmcOHChc45K1eu5J133sm+vj6nnM2bNxMAq6urnXIOHz5MANy6datTTk9PDydMmMDnn3/eKYck582bRz/O91avXs3x48ezu7vbKWfbtm0EwEOHDjnl1NTUEADfeustp5z+/n5OnjyZK1ascMohyUWLFvGBBx5wzlm3bh3T0tJ48eJF5yy/ACjlcHPKcDv/my8ATw0z4PxhyDHHhhlwpsTJew5AKYDS6dOnJ6EkN1dbW8uSkhLnnLa2Nubk5Djn9PX1cefOnbx+/bpzVk5ODiORiHNOaWkpa2trnXPq6+tZVFTknNPR0cGsrCznnIGBAe7atYs9PT3OWfv372dzc7NzTmVlpfOLHEk2NjayoKDAOaerq4sZGRnOOSQZCoWchwCSLCgocD7pIsnq6mrnwY0kz58/zwMHDjjnXL16lbt27XI+MSXJrKwsdnR0OOcUFRXx9OnTzjknTpxgWVmZc04kEvHlefb69evcuXOn84kpSe7bt4/t7e3OOSUlJTx58qRzTl1dHYuLi51zLl686DwAkp88z167ds05KxwOs6WlxTmnoqKCx48fd85paGjgxx9/7Jxz6dIl519q3hAKhXjlyhXnnPz8fDY1NTnnVFVV8ejRo845586dY15ennNOd3c3d+/e7cvz7J49e9jZ2emcU1hYyDNnzjjn1NTUsLy83DmntbWVubm5zjl+ijfgGEf5VpyZzQfwCsnvetsvee8I/TbmmGzvmCIzGwOgFcBU3uQ/nTt3LktLS0e1LhERERERCT4zKyM5d+h+l3twSgDMNrMvmtk4AM8ACA05JgRgpff4SQDhmw03IiIiIiIiozVmtD9Ist/MVgPIBpAG4D2Sx8xsI6JvF4UAvAvgL2ZWB6AD0SFIREREREQkIUY94AAAySwAWUP2rY95fA3Re3VEREREREQSzukPfYqIiIiIiNxKNOCIiIiIiEhgaMAREREREZHA0IAjIiIiIiKBoQFHREREREQCQwOOiIiIiIgEhgYcEREREREJDA04IiIiIiISGBpwREREREQkMDTgiIiIiIhIYGjAERERERGRwNCAIyIiIiIigWEkU72GTzGzdgCNqV6H5x4AF1K9iNuEap08qnXyqNbJo1onj2qdPKp18qjWyeNXrWeQnDp05y054NxKzKyU5NxUr+N2oFonj2qdPKp18qjWyaNaJ49qnTyqdfIkuta6RE1ERERERAJDA46IiIiIiASGBpyb+3OqF3AbUa2TR7VOHtU6eVTr5FGtk0e1Th7VOnkSWmvdgyMiIiIiIoGhd3BERERERCQwNOCIiIiIiEhgaMAZgZktMbNaM6szs3WpXk+QmVmDmVWZWaWZlaZ6PUFiZu+ZWZuZVcfsu9vMcszslPd9cirXGBRxav2KmZ33ervSzB5L5RqDwszuN7P9ZlZjZsfMbI23X73tsxFqrd72mZmNN7PDZnbEq/VvvP1fNLNir6//bmbjUr3W/3cj1Pp9MzsT09fpqV5rUJhZmplVmFmmt52wvtaAE4eZpQHYDGApgAcBLDezB1O7qsD7Nsl0fQa9794HsGTIvnUAcknOBpDrbYu79/HpWgPAG15vp5PMSvKagqofwM9JzgHwCIAXvOdo9bb/4tUaUG/7rRfAIpJfA5AOYImZPQLgd4jWejaAfwNYlcI1BkW8WgPA2pi+rkzdEgNnDYCamO2E9bUGnPjmAagjeZrkdQA7ADye4jWJ/M9I5gPoGLL7cQDbvMfbAPwgqYsKqDi1lgQg2UKy3Ht8GdEXzfug3vbdCLUWnzHqirc51vsigEUA/uHtV1/7YIRaSwKY2TQA3wPwjrdtSGBfa8CJ7z4ATTHb56An9EQigH1mVmZmz6V6MbeBz5NsAaInLwA+l+L1BN1qMzvqXcKmS6Z8ZmYzAXwdQDHU2wk1pNaAett33mU8lQDaAOQAqAfQSbLfO0TnIz4ZWmuSN/r6Va+v3zCzz6RwiUHyJoBfAhj0tqcggX2tASc+G2afJvvEeZTkNxC9JPAFM/tWqhck4pM/AZiF6CUQLQB+n9rlBIuZTQLwTwA/I9mV6vUE2TC1Vm8nAMkBkukApiF6Ncmc4Q5L7qqCaWitzewrAF4C8GUA3wRwN4BfpXCJgWBmywC0kSyL3T3Mob71tQac+M4BuD9mexqA5hStJfBINnvf2wDsRPRJXRInYmZfAADve1uK1xNYJCPei+gggC1Qb/vGzMYiesK9neS/vN3q7QQYrtbq7cQi2QngAKL3Pd1lZmO8f9L5iM9iar3EuySTJHsBbIX62g+PAvi+mTUgesvHIkTf0UlYX2vAia8EwGzvEx7GAXgGQCjFawokM5toZp+98RjAYgDVI/+UOAoBWOk9XglgdwrXEmg3TrY9P4R62xfe9dvvAqghuSnmn9TbPotXa/W2/8xsqpnd5T2eAOA7iN7ztB/Ak95h6msfxKn1iZhfkBii94Sorx2RfInkNJIzET2fDpP8ERLY10bqXc54vI+8fBNAGoD3SL6a4iUFkpl9CdF3bQBgDIC/qtb+MbO/AVgI4B4AEQAbAOwC8AGA6QDOAniKpG6OdxSn1gsRvYSHABoA/OTGPSIyema2AEABgCp8ck33rxG9N0S97aMRar0c6m1fmdlXEb3ZOg3RX0J/QHKj9zq5A9FLpioArPDeYZBRGqHWYQBTEb2EqhLAT2M+jEAcmdlCAL8guSyRfa0BR0REREREAkOXqImIiIiISGBowBERERERkcDQgCMiIiIiIoGhAUdERERERAJDA46IiIiIiASGBhwREREREQkMDTgiIiIiIhIY/wHw02v9oPBtgAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1008x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,7))\n",
    "plt.quiver(J2x,J2y)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fb73963a550>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Generate more complex boundary conditions\n",
    "# Make boundaries\n",
    "Lx = 20\n",
    "Ly = 40\n",
    "b = np.zeros((Lx,Ly),float)\n",
    "b[:] = np.float('nan')\n",
    "\n",
    "b[0,:] = 0.0\n",
    "b[Lx-1,:] = 0.0\n",
    "b[:,0] = 0.0\n",
    "b[:,Ly-1] = 0.0\n",
    "\n",
    "c = 0.35\n",
    "b[0:int(Lx*c),int(Ly/2)] = 0.0\n",
    "b[int(Lx*(1-c)):,int(Ly/2)] = 0.0\n",
    "\n",
    "plt.imshow(b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "nrep = 1000000\n",
    "bfield = np.ones((Lx,Ly),float)\n",
    "T = solveeddy(b,nrep,bfield)\n",
    "Jy,Jx = findJ(T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.9500000000000002, 40.95, -0.9500000000000001, 19.95)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1008x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,7))\n",
    "plt.quiver(Jx,Jy)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
