{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Eksamen Fys1120 H2022 Oppgave 1 - Elektrisk felt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Vi skal i denne oppgaven studere det elektriske feltet rundt en endelig linjeladning som ligger langs $z$-aksen. Linjeladningen har en linjeladningsfordeling $\\rho$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Oppgave (a) (7.5 poeng)\n",
    "Vis at det elektriske feltet fra en uendelig lang linjeladning med uniform linjeladningstetthet $\\rho(z) = \\rho$ er gitt som \n",
    "$$E_r(r) = \\frac{\\rho}{2 \\pi \\epsilon_0 r}\\hat{r}$$\n",
    "hvor $r$ er avstanden inn til $z$-aksen og $\\hat{r}$ er en enhetsvektor i radiell retning i sylinderkoordinater (Du kan ikke levere en figur, så du må forklare hva du gjør med ord. Det er tilstrekkelig med en kort forklaring)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "(*Svar ved å trykke i denne cellen og skriv svaret her*)\n",
    "\n",
    "(__Tips:__ Du kan trykke på oppgave-cellene også og kopiere LaTeX koden derfra hvis du trenger den.)\n",
    "\n",
    "(__Tips:__ Du kan godt bruke flere celler til å svare på en oppgave.)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Eksempel\n",
    "Som en hjelp til å løse oppgaven, kan du ta utgangspunkt i dette eksempelet.\n",
    "\n",
    "Det elektriske feltet fra en dipol langs $x$-aksen kan beregnes og visualiseres ved hjelp av følgende program."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "def efieldlist(r,Q,R):\n",
    "    epsilon0 = 8.854e-12\n",
    "    K = 1.0/(4.0*np.pi*epsilon0)\n",
    "    E = np.zeros(np.shape(r))\n",
    "    for i in range(len(R)):\n",
    "        Ri = r - R[i]\n",
    "        qi = Q[i]\n",
    "        Rinorm = np.linalg.norm(Ri)\n",
    "        E = E + qi*Ri/Rinorm**3\n",
    "    E = E*K\n",
    "    return E\n",
    "def findfield(R,Q,x0,x1,y0,y1,Nx,Ny): \n",
    "    x = np.linspace(x0,x1,Nx)\n",
    "    y = np.linspace(y0,y1,Ny)\n",
    "    rx,ry = np.meshgrid(x,y)\n",
    "    # Set up electric field\n",
    "    Ex = np.zeros((Nx,Ny),float)\n",
    "    Ey = np.zeros((Nx,Ny),float)\n",
    "    for i in range(len(rx.flat)):\n",
    "        r = np.array([rx.flat[i],ry.flat[i]])\n",
    "        Ex.flat[i],Ey.flat[i] = efieldlist(r,Q,R) \n",
    "    return x,y,rx,ry,Ex,Ey"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "Q = []\n",
    "R = []\n",
    "a = 1.0\n",
    "q = 1.0\n",
    "R.append(np.array([-a/2,0]))\n",
    "Q.append(-q)\n",
    "R.append(np.array([a/2,0]))\n",
    "Q.append(q)\n",
    "x,y,rx,ry,Ex,Ey = findfield(R,Q,-1*a,1*a,-1*a,1*a,30,30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.0, 1.0975029726516063, -1.0, 1.0975029726516063)"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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x4WFrwV4sK8xTwaKyRXM8bzPtCBkLEcuEG4J3330XL730EvEqE/SSmpoKOzs7BAWZZ2v9RkMk4OJyFXNZTiYqm6XIFrcCAP7NqYW4VYY1MwLhbD24yoGcrWe5RQaK0ggnU0kobkJjRxdui/A0ea5tR/NQ2ybH5/dMNbpiQra4Fe8dy4OAy8HutZMR5Gq8d7qXxJImvPNPDmpb5XCyEuDNJWG4I9LLqESrbqUaBXXtyBG3obC+HVUtUnR0qSBXqCDtVkGmUEHWrUJjRxcUqsE5opUtUmw/XgBPOwt42IvgYWcBDzsL2Bi4UBHyuLh9ohdun+iFT08VYvvxAqj7Hc7VRohwLQmg88PcMMnXHo//cgnr96SjpLETz84LNuh5Yifi4/sHo7Hs8/N4eFcy/npiKpy0nM9scLW1wN3RPvglsQJPzQnSGZO8ONwDb/2dg/3p1WbZ7fFxtERFk36xLOwJVTFXzLI5F7mmQMQy4bqntrYWOTk5N0JlA4KJbNq0iXiVTUAk4CKvth1yhYpVBQJtqNU05nxwpk80nS9qwvmiJswKcdEqlg0Jw/CwtTC5ygSgCcGwEfJw0xhXk+ZJLGnCzxcr8Mj0gD5vpqFUtUjx0PfJ4HEo7Hlsit4kNjZUNkux5UguDmfWwtPOAm8uDcOtEzxZC8OOLiVya9qQXd2KbHEbsnsEcu/f00rAhb+zFfhcDkR8Ltxt+bAQcGHJ56KuTY6aVjmaOrvQ3Knom1OmUOGTU4UD6niHetigS6nGzGAXzApxQUygIywF7CXNU3OCEephi0d/SEHvtAIeR2fMvaO1ED89EoPX/srExycLUdrYiffuHG/Qee7jaImv74/Cc3szsPFQDj64K8LoxMv/zB6F35Iq8eXZYmy8PVzrGCdrIWYGO+PvdDFeWjDG5CRPPydLnMnX3wODw6Fgwef0LWJNpbJFCh6HgoeJpfxM5boSy2q1GklJSYiNjdU7LiMjA0FBQbCystI77sKFC5g6dareMQUFBXBycoKTk/4YJDZzVVRUgMPhwNtbfwLA+fPnMW3aNL1jGhoaIJFIEBwcbPJc7e3tKCsrQ3i49guyl4SEBEyZMkXvGIVCgYyMDERF6Y8/S01Nxbhx4yAU6l95s/leX3zxRTzxxBOMN3s230VxcTGsra3h5uZmsl1isRjd3d3w9/c3ea7m5mbU19djzBj9NUrZfEaZTIa8vDxMnKi7NBEAJCYmIioqClyu7oeFSqVCSkoKYmL017VNT09HSEgILC31P+jZfBd5eXlwc3ODg4N+8XHlXJcuXYKtre0Ar3J5eTl4PB68vIY3ueRawZLPRbeaRra4DZOMLKfG4VBYPM4DBzL+V13UqafCgjb6EvxYhGGYKiQ1x1PhaFYtFoxzN3pBAGgWBZ+dLsKsEBc8d7NxVRJapQo8+H0yZAoV/nh8qkmfr12uwOdnivHtuVJwORQ2zA/BmhmBjFVGeu04ml2DgxliqGmN5x0AnK0FCPO0w6zRLhjraYuxnnbwc7RkJdrSKlrwdVwJjmTXwtlaiPMvzUF9u0ZMiyUy1LXJEV/UhN+SKrDrQhkEXA6iAxwwM9gFM0NcMMbdhvGePzfUDW8uDcPbf+eAQ2m+g1s+Pof7Yv2wYf7oQbHYAh4H7945HoEu1th2NA9VLVLsvC/KoLrOE30d8MiMALz2VxYmeNvjwWnGJWB62IlwV5Q3jmTW4uk5wXDTUaHi9oleWLc7HUllzYgNND5WGtDE+9e3d0HWrdJ7Xoj4XLPFLFc2y+BpLzJLhR1TuK7EMofDgacn87aYq6srowgDwChaAcDBwYHxAc92Ljs7O3A4zCeEr68v4xgrKyu9IsaQuSwsLODqyuxBYfMZuVwuPDyYk07c3d3B5zNvsfn4+Oh9vba2FhUVFVi4kLlTL5vvwsHBwWznjo2NDVQq5hsKm7ksLS0ZF2wAu88oEAjg7s6ctOTl5cV4jnG5XFbXpJubGwQC5u1dNt+Fk5MTRCLmrfYrz51NmzZh69atA35nZ2fH6joiaBAJeHC0FSK/xnixDABvLA3Dqbx6tPfEK98V5aPzYdmlZOdZbpcrMc7L9K3opNJmhHraYsl405LnDmfVIK6wER+ujDDII9qLXKHCmh9TUNEkxY+PTNbbuEUfKjWNfamVeO9YARo7urA80hsvLBjN2JRD2q3E8Zw6/J0hxtmCBihUNPycLLE80htrZgRgrKcdXG2ERoe+TfR1wOf3TkJlsxRyhQoCHgfeDpYDQg7WzhwFuUKF5LJmxBU0IK6gEVuO5GHLkTy42AgxI9gZD071x3hve53HeWhaAOQKFXgcCndF+WD78QL8dLEcf1+uwQsLRmNllPeA5zJFUXh89igEOFti/Z503P7ZeXz3YLRBiZmrJ/vieE4dth7Nw4wQF6NL062ZEYg/L1VhT3Ilnpmr3TE2P8wNUwIdcaGo0WSx7O1gCRshD1UtUr1NUUR8rtnCMJo7u81WwcYUriuxDLATA2zEGtu5XFxczDaXnR27LFsmgQhoxBMbEc9mLj6fz+hJZTsXh8Nh5aVj68ljOuZ7772H119/nZXAZWO/oyO7pBk2f28bG3Y3V7YLGgsL5m0qNp+R7YKGjXBle8zhuCb725WWlgYbG5tBOzH29rofsoTB8LkUuBwOzhU1YnWs8c0QnK2FeH1JKF76IxMAcFeUnnONBngcCvokGU3TKGrowNxQ08ImAOBUXj0yKiUmCQ+lSo3txwsQ4maNpRMMj3tWq2k8tzcDSWXN+OTuiUbbUtUixXvH8nEgXYwoPwd8+0AUJvjoPueVSjVOFzTgYIYYJ3LqIFOo4G5rgQem+OPWCE+Ee9mZPS+EyVtuwediRrALZgS74LVbgNpWOeIKGxBX0IBTefWsFjWP96sW8c5t47Aq2hf/dzALvyVV4N/sWuxYGTEoVnvhOA/stRfh0R9SsPyLC/h09UTMHs3u/KIoCtuWj8fNO+KwYW8G/vjPFKM8p/7OVoj0c8DelEo8dVOQVo+9pYAHIZ+Lfy7XYMPNow0+Rn/cbIVo71Kivr1Lr1jmcSnADN2haZrG5SqJwQmVQ8Hw+rUJhCGkrq4OmZmZmDt37nCbQhjhbNy4Ea+99tpwm3FdEBPoiMTSZtAmPixXRP1vMaPP80ZxKCjV9IBErSvp6FJCpabhYIYuYPFFjZgc4GhSCMZfadUoaejEhvmjjWrYsflwLg5l1uC1xaFGiW0AOJVXh1s+jsep3HrsWDkBv/9nik6hrFSpsTe5EvN2nMWbBzIRX9iAZZFe2L02FhdenoPXl4RhvLf9iEigdrezwIooH3y6OhKpr8/HzGB2i+f+hHnaYu9jU3DXJG/EFzVi6afxfQmn/RnvbY8DT02Dn5MlPj1dhFN5g6tr6MLN1gIbbx+HjEoJvjxbbLCNvayI8kFViwwXekJftDEj2AUljZ2oajGtqoijlcbp1CLt1jtOqaLNci7UtXWhTa4pUzjcELFMuG5577338MILL4yIGzhh5JKWlgZra2vG+H4CO2IDndDc2Y3C+g6T5qEoCq7WzOKW1yM2lWrdpaokUk2ymKn1gGtb5Siq78CMYGej5+hWqvHRyUKEe9lhwVjmHbsr+Ta+FN/El+LBqf54dIbh8a5KlRrbjubh4V0p8HYQ4Z9npmPZRG+t90mVmsb+tGrM234WL/5xGbYiPt6+dRySXpuHzcvCERvoNCSdAc0Fl0MZHetKURTum+KPvY9NgUJJ447PL+CP1KpB4zzsRPh1TSy6lWo8/vMlJJcx9u7pY+kETywZ74EPTxQiq3qwGGfDgrHusBPxsSelUueY3vM1vrDRqGP04tBz/bRIFXrHKdW0Wbo25te1A4DRIUbmhIhlwnVJXV0dMjIyMG/evOE2hTDC2bRpE/Eqm5HYAE1IwMUS3Z4uttwV7QMuh4JKj9u4TyxrKTnWS6tM83C3F5kmluOLNGJjepDh3spe9qRUoqpFhuduDjF4IX+usAEb/8nBonHueGNJmMHvr2uTY/U3ifjiTDFWx/jij8enws9pcKK7Wk3jcGYNFn4Yh/V70mHB5+Lr+6Nw4MlpuHmsO/jDnGx1NZno64B/npmOib72eO73DLyxPwvdyoELs96ycF4OIjy8Kxk54jbW8//3tnFwtBLgub0ZRlWQsOBzsWyiF45l1aKlU7vHN9jVGm62QpwzUSz3LjZbGTzLato8YrmglohlAmFIIV5lAhvS09NhaWmJkBDjqhEQBuPjKIKnnQUSS9h72HThamMBlZpGsw4RAPTERwJ6BXWvZ9mYGsH9iS9sgJOVAGOM7LInV6jw6alCRPs7YFaIYYJbLJHhyV8uYVG4O3asjDBYjJwvasQtH59DZlUrdqycgM3LwgeFktA0jRM5dVjySTye+OUSaACfrY7E4WdmYH6Y2w17P3W2FuLnR2KwtqcZyKqdCahtlQ8Y49RTWs5ayMP93yWhrLGT1dwOVgJsWz4e+XXt2HG8wCj7Vkb7oFulxv70aq2vUxSFGcEuOF/cqPc6YULI48JSwL1qnuW82na42gjhYGV6+JSpELFMuO6or69HRkYG5s+fP9ymEEY4xKtsfiiKQkygExJLm0yOW3btKclV3y7XOYbbU6lAbxiGTCO27U0Iw6BpGvFFTZgW5Gx06MFPCeWoa+vC8zePNkh4qtU0nv89A0o1jRcXjDEoXpqmaXxxpgj3fpsIe0sBDj41Dcsm6k6Y/PR0EaTdSuxYOQHH1s/ELeM9RnSoBRvUatroMIdeeFwOXl0cis9WRyKvth1LPolHXu1AD7KXvQg/PTIZKrUa936biLo23edtf24a44q7J/viRG4dMqsMtzPUwxbjve2wJ7lS5zU3I9gZEqnC5O/BwVLAGLOsMpNYLqhrN6n9uzkhYplw3UG8ygQ2pKenQyQSYfRo0zLECYOJDXREY0c3ihtMi1t2te0Vy12DXqNpGhdLmpBcqvFg702uwg8XyrTO0+dZNiEMI7+uHY0dXZhuZLxyZ5cCX5wtxoxgZ8QYWL3iu/OluFDchDeXhMHfWX9/gP6o1TRe25+Fo1m1uHWCJw48OU1vFQOKovDFvZE4vmEWlk30NovgGQkcy67Fkk/i8dD3ScioNK3D5C3jPXDgyWmI8nOAr5ZKHUGuNtj10GQ0d3ThpvfP9IUSMPHywjFokynw30M5Ri0yV0T5IK+2HZd1iO1pQT1xy0UmhmKI+Ghl8Cyr1HRfeJSxqNQ0CuvbR0QIBkDEMuE6o76+Hunp6cSrTGCEeJWHjpieuOUEE0MxXG005RAb2gaL5QvFTVi18yI+PV0EQBMLvPFQDhSqwR7m3phlWxPEcm9y1PQg48TyvtQqeNhZYJ2Oeri6yKttw7tH8zE/zA0ro5nLMPaiVtN45c9M/JpYgWlBzvhwZQSshMzVYj3sRNddTPKMEBe8uHA00ioluO0zTbtpU9qyB7vZ4Mv7Jumsjz3Bxx6b7xgPabcKCz6MwxdnitDYMfgc7o+dJR/PzAtBUmkzTubWG2zTrRGesOBzdCb6OVsLEeZhi7gC/R34mHCw4jNXw1DTJu9GaOprqzGaiGXzo1arsXfvXsZxR48ehUTCfKH89ttvjGPi4+NRVTU4Q/ZKdu/ezTjm8uXLyMnJMYtdZWVluHjxolnsampqwvHjxxnH7d27l3FFLJfLsX//fsa5Dh48CKmUuczNnj17Bvz8/vvv4/nnnx/gVT516hQaGphvEGy+i+TkZJSUlJhlrvz8fKSnp5tlLrFYjHPnzpllrvb2dhw+fJhx3L59+6BUKvWOUSqV2LdvH+Nchw8fRlsbc1IMG/vPnTsHsVisd0xGRgZqa2sZvcrp6enIy8tjPCZhIH5OlnC3tUCiiUl+LnrCMCb5OcDTXtRXX5kCsDjcQ6vQk0i7IeJzTSr3llDciEAXK3jaG94ggaZp/JJYAS6HQpSOToT92XW+FM/tTUdhXTvW706HrYiPrXeEs94tU6lpPL8vA3tSNM0qXlhgWNjH9Ya1kIcnZgch/qU5eGHBaFyqaMGtn57HI7uSjQp7YMPtE70wNdARNIBtR/MRs+kk1vyQ0tfdUBuron0Q6GyFbUfzoNSy6NOHrQUf98b4IbNKovO9M0KckV4pgbRL/31bHwjeX9gAACAASURBVPaWAkhk+j3LajN4lvsqYYyQMAzK1JiyoSIqKopOSUkZbjMI1xD19fVYvXo1jh8/fkM/GAjMrFixAu+88w5je3BToCgqlaZp/X3drzP637c3HspBQV07dj042SQv04S3j2FZpBfeWjpu0GvHsmvx2E+pfT//8fgUTPIbLEb/70AWzhQ04OwLNxllA03TmLz5JG6b4InXl4QZ/P6k0mas+CoB25aHY2U0c2OdZZ+dR1qlBFRPb4dP7o7A0gnsGjMoVWo893sGDqSLsWF+iM7OblcTmqZR1SJDcUMHKpulaJEqIJEqIJF1a/6XdkMi0/zOxVqzQHKxEcLFRgjXnv8H/GxtAVsRz+j7fLtcgR8TyrEzrgStMgXmhbpi3dwQhHuzawzGlsyqViz9NH7A75ytBUh+bZ5O249m1eA/P1/C1jvCsWoy87nSnyOZNXj8l0vY+9gUTA4YfB2cya/H079ews77ozFllHGNbN7Yn4WLJU04vmGWzjH+Lx/CM3OCTGqC8s25EvxwoQxH189ktSNiDvTds6+7Dn6EG5cPPvhgkFeZQLiSy5cvQyAQDKlQJgBhHrb45lwpssVtJokQX0crVDTJtL52c5gbIn3tcalCAg87C0T6am+x3dTZDa4J94XKZhka2rsQaGRb4l8Sy2FjwWPdQKSzW+P56/Vlvb4/G1NGOcPZWn8nUoVKjfV70nHocg1eXDgaT/TrTHc16VaqkS1uRWp5S9+/+vYuRPs7ILmsBYDG22sn4sPekg8HSwE87EWwF/GhVtNo6uxGQ0cXSks70dDRNahUG4cCCjctBtfIP6mNBR9P3hSE+6f44YcLZfj6XCk27E1HtL8DXl8SZlT7cW2M9bSFoyUfzT0xvgIeBx+unKj3GbVgrDsife2x40QBbo3wNMiW6cHO4HMpnMyt0yqWx3raob1LhWxxq9FiWSTgoqpF+/UIoK/8nbWJAvdiSTP4PI5BQrlaIkNBXTumBzmbPZSIiGXCdUFDQwNSU1OxdevW4TaFMMLZuHEj3nnnneE247pnZk9ptDP59SaJZW8HEfJ1JElRFIUnbwrCIz+kwNZCt6dRTZsWQ9nbvW2sp63B723q6MKRzFqsjvFlLXw65AO3yUe5WDGKj26lGs/8loaj2bV4bXEo1swMNNhWY6FpGmmVEpwraEB8USMyqlr7BK63gwhTRzlhkp8Dxnvbw9NeBDsRHwIeOzFD0zTa5Eo0tMtR396FhnZNVzdzJB/aWPDx1Jxg3D/VH1/HleDT00W4WNKMD1dFYLy36a3uORwKc0LdsC+1ChQAF2sBIv30z0tRFF5dHIo7v0zAd/GleGoO+50BGws+YgKccDKvHq8sDh30uouNEO62FiZVxGCqe97WE6JhaYJYpmka6ZUSzDQwmfaP1CpsP16AxFfnws3Wwujja4OIZcJ1wQcffIDnnnuOeJUJeiFe5auHs7UQE7ztcDq/Hk+bEArg72yF4zl1UKrUWrux9XrQIv20e5UB07Pzs8Vt4HIoo8pY/Z5ahW6VGqtj2G+pN3ZoEqi4HAovLBiNNTMC9YpDlZrGliO5OJpdizeXhOHh6YZ39jOG5s5u/JVWjT3JFSio60C4lx24HAr3xfohys8BkX4OJosWiqJgJ+LDTsRHkOvQxK/aWvDx3M2jMXWUMzbsTccdn1/As/ND8J9Zo0wW5ffE+KKyWYrlkd546c/LeOfvHGxdPl7ve6L8HTHJzwHv/1uAGcHOmOCj+9y+kjljXPHOPzkob+rU2nBmnJcdsgxomnIlXIrSW6axN5nWzoRkWnGrHI0dXYjwNWzBcjizBlFmOOe0cV0l+BFuTBoaGpCcnIyFCxcOtymEEQ6pgHF1mT3aFWmVEp2dxdgQ4GQFpZpGtUT71q+NBR9CHge2Frofzio1DY4JC+kscSuCXa0NThBUq2n8mliByQGOrEtgHc+pRbdKDSGPg0PPTGcl2LYfz8dPCeV4+9axQy6U1Woa5wob8OSvlxC7+ST++08OLAU8bL0jHL+uicH+J6fhjSVhWBTuMSSiZSiZMsoJR9fNxIJx7njvWD7u/voiqlqYE831MdHXAXsem4IV0T54fNYo7E6uxD+X9ScgA8CKSZpa2Cu+uoikUvZVZeaGugIATuVpr6gxzssWxQ0d6DQyyY/LoaCmoTOZ3xyVZ9IrNAUYInzYi+Xihg7k1bZjcbiH0cfVBxHLhGse4lUmsCEzMxM8Hg+hoYO3JwlDw+zRLqBpIK7Q+HJVvXWFy5p0ixY7Eb+vlrI2TG2SkC1uw1hPw0NJzhU1oqJZinsM8CrvOl8GAPjhoWiMcWcO+ziSWYPPThfjrihvPDDV32Ab2dLS2YVPThZgxruncd+3SThf1Ih7Y/1wbP1M7H9yGlZN9oWNngXLtYKdJR+f3j0RH9w1AdnVrVj00TkczGAWt2x4dn4IJvra45U/M1HZrF+E3xqhSejsUqqx8qsEbDuaNyh2Wxt+TlYIcrXWLZY97UDTQG6Ncd7l3h0aXaEYbXLTPcvplS0Q8Diszv9ejmbVAgAWhbsbfVx9ELFMuKZpbGxEcnIyFi1aNNymEEY4xKt89RnvbQ9HKwHO5JsiljWNH/S1D7YT8fs8WtpQ0TBaLNe3ydHQ3mVUvPIvF8vhZCXAwnHsHuCp5c04X9yE9fOCETuKOV4zv7Ydz/2egUhfe7x161iD7WODXKHCF2eKMePdMzieU48AZyt8cvdEJL46F28uDRsxHdaYaJfrL3fWH4qisHySNw6vm4EgV2s881sant2Tjs4u9nNog8/l4ONVEwEaeGZ3mtaa4L0I+8V00wC+OFOMu75KgJpFu+q5Y1xxsaRJ62ce56VZ9Bkbt8ztyapU6rDDHGEY6ZUSjPO0ZR3XDgCHLtcg0tceHnaGl3ZkAxHLhGsa4lUmsCErKwscDgdhYYaX/SIYD5dDYVaIC84WNLB6yGvDxVoIKwEXpXrEsr0lv6+ldX/SKlqwM64YpY0dqGmV4a2D2QaLhOye+E5DxXJTRxfau5S4b4ofhDzm8A2aprHxUC5cbYRYyyI5r1WqwNqfUmAl5OGLeyexOoYh0DSNfy6LMW/7WWw7mofYQEe8d9d4/PxoDJZO8DT78YaSovp2xG4+iS2Hcw0KCfJzssLvj03BurnByK1pwz3fJDI2F2HCx9ESm+8IR1ljJ35NLNc5jsOhwL+i3IeDJR9srqI5Y1yhUNF9jXT642YrhLO1wOi4ZUbPskwT3mFrYVxKnEKlxuUqCSYYkGBZ1tiJnJq2IQvBAK4zsUzTNKumHkVFRZDLmXu2Z2ZmMo6pqKhg1UwhKyuLcUxdXR2r5hls5pJIJKyapbD5jDKZDMXFxWaxS6lUsmrykJ+fD4VC/yq+sbERp06dYvQql5SUoLNT94O2Fzb2V1dXo6WlxSxzNTY2oqamxixztbe3o7xc9423FzZ/766uLhQWFjKOy87OZmxCo1arWV2ThYWF6Opifgixsb+8vBzt7QOrJ2zcuBGvv/66wXOxvSYJupk92gXNnd24bKQni6Io+DlZoayJybM8OAZz46FcbD6ch8pmGeraurDrQhnOGtjBrLcSRpiBYvlkXj0SipswL9SN1fjDmbVIq5DguZtDGKtmqNQ0ntmdBrFEhi/vjTR7bHB6pQR3fpmAp35Ng7WQh58ficE3D0RjtAHb4kyo1DQ+OlGIR3YlG72QYoulgIcFY92x81wJZr57Gh+fLGQds8vjcvDs/BC8tHAM8mrbseLLBJ3x82xZOsETM4JdsPlwnt6YaIt+C5JHpgfg+wejWe2QTPJzgKuNEBlauhRSFKVJ8jPyeiyq17Swl3artL5uaszynuQKdClp8HnsHWCHszTP0UVELLODrXeRoihWYzkc5q/HkGOaa5w552LzGQ2Zi0k8sf3u2Yzbvn07HnjgAcZxhhzTHGMMmetqn2PmPB6XyzXr35sNbO3vP58urzKbuWiaZn2NELQzM9gFFAWcMqKFby8BzlZ6wzBsRXy0amnBe2UML5eisDzS26BjV7fIMMrFyuB43H+z6+BlL2Llke5SqrDtaB7GuNvgzknMLa3f/zcfZwsa8Pat47Q2YTGWaokM63an4fbPzqO8SYpty8Nx6JkZmG5gCS8mJNJuPPR9EnacKMDJvHqU6lkImQNPexG2r4zAsfUzMWWUE7YfL8DMd0/ju/hSdCm1i74ruWmMK35+JAYNHV2464sLKGnoMMmmlxZpKvJsPaLbefT6klC8f+d4BLlYIbGUfTdMHpeD8d52OJZdp/X1MA9byBWqvprIhpBarnEWFdRpL+fYKlPAUsA1qs6xSk3jq7OaDrm+DoMreejiSGYtJvjYw8uI7ppsue5Kx7HZZh01ahSrucaOZY4B8/FhvrGxncvNjZ0Hgs1c9vb2sLdn3sZgM5dIJEJgIPO2IJvvnsvlMrYYBoCQkBC9rzc1NeHixYs4efIk41wBAeyyw9l8F56e7JoKsJnLyYldUXg2c9nY2MDGhjl2kM1cAoEAwcHMpb7YlF+jKIpVQl1QELvmCWzs9/UdmEy1adOmQV5ltnO5uw9NssiNhIOVALdO8MSpvDpsuFn/da2LUS7WyBa3oluhgkBLRQp7kUBrfObS8R74Oq4EmT1etFsjPOFuZ5gXNq1SAn8tJbj0Ie1W4lxhA+6e7MtqIfhTQjkqmqX48eHJjJ7DQ5dr8MWZYtw92degcnRM/HmpCvvTqpFY2oynbgrCf2aPMrmxxJWo1WocyarFmwez0dTxv8XNp6eKEORqDVm3CtJuFewt+ehWquFhbwFPOxE87C3gYSfSW0ubDSFuNth5fxTSKlrw3rF8vPNPDr6NL8W6ucG4I9JLa2nC/kT5O2L32ljc/20SVnyVgB8enmxU4icAeNmL8NisUfj4ZCEemNqMaC1t0Hu7PcqVary+PwuXKlpYL44i/RxwIrceLZ3dcLASDHgt2NUaZU1SVLVIDSrHJ1eoUNOq2ZXfdb4U04IGL6La5Qqj45U/+DcflT0NT9iGu1Q0dSKzuhWvLBracqDXnVgm3Bhs374dGzZsILHKBL1kZ2cDYCeMCUPHBG97HEgXo7SxEwHOhglPAAh0sUJZkxQlTZ1aM+Td7YRo71Khs0s5oOMXRVF4Y0kYVnyVAAB4dIbhZdWqW2SIDTSs21lcQSO6lGrcPJbZAdIm68belErMDHHpa+Sii4omKX5LKsdEHzu8datx8fc0TaOovgPBPaXs5AoV3jqYjd3JlYgJcMSx9TP7KpCYSn27HFnVrbhc1YpzBY24VNGiNeb2r7RqAJoYd0s+F+HedkgsbR4UF2sl4MLDXgQPOwt8/2A0o7jVxURfB/y6JhbxhY1471geXvzjMn5NqsBri8cgOkD/33qspx32/mcK7vsmEat2XsT3D0YjSovQZcN/ZgVib3Il3vk7BweenKazcc4dkV7YdjQP358vYy2We8uupVdJcNNo1wGv+TppkmYrW2QGieU9yZV94RfHc+uRW9OGUI+B12NdWxfcbfV3mtTG4cwafH7mf+Ge54sbsX4+8+L674wajPWwxeLxQ+vYIGKZcM3R1NSEhIQEbNy4cbhNIYxwSAWMkcGicHe8808ODmfW4MmbDG/B3BvKkCNu0yqWe2N2a1oHP/z7t/011AvYKlOgvUtp8Pbuvzm1sBPxMZmFiNqTXIWShk68f+cEveNomsZr+zORViHBkXUzjU6w251ciVf+zMSz80KwdIIHnvjlEvJq2/HkTaPw7LwQowUooElqPJVXj+M5dcisbu3zQlIU4OtgCX9nKzhbC2Ap4CFH3IaGHu9hTIAjfnh4MoQ8Tp8DRKlSo6GjC2KJHDWtMtRI5BD3/N8qU5hkZy/Tg50xLWgajmXXYU9yBVbuvIj180Lw5E1Bej38o1ys8fvjU3HvN4m479skfHXfJMaFjjYsBTy8vGgM1u9Jx75LVVgRpX2n2lLAw6poH3x3vgy1rXJWuyPjve1BUZqaxVeKZW8HjVjW17b6SrqVanx+pmjA7z74twDfPBA14Hc1rTKDd2K6lWo8/3vGgN9dqpBA1q2CSKD7PKdpGn+mVcHJSggfA8I2jIGIZcI1x44dO/Dss88SrzJBLzk5OVCr1Rg3btxwm3LD42EnQqSvvdFiOcDZCkIeB9niNtwROfh1zx4xWy2Ra/WUedpZoMmIxii9yVfeDuzFskKlxsnceswNdWUUdEqVGrsulCHSzwHjGRowHMwQ41xhI95aGtbnGTSGPy9pEr93nCjAZ6eLYCnk4vuHogcJKrbIFSqcyqvHn5eqcCa/AUo1jfFedogJcES4tz3Cveww1tN2gMe/l/KmTsQXNSLIZXDDFx6XAw87UU8pMPYd7AyFoigsHOeOGcHOeH1/lqZdcmkTdqyMgKuNblHqZS/C3sem4P7vkvDesXxwKWBasOGC+bYIT/yQUIb3juVjcbiHztCX+2L98U18KX5JLMdzNzOHMloLeQhxtUF65eAkPxdrIQRcDqoYaj33J7W8BXVtA0MjTuTWQdqtHJCQKpbIMZVF2cP+8DgU1s8Lxu6kSpT05Cao1DRKGjv0LnAvV7WiuKETa2YMfWt3krlCuKZoamrC+fPnsWTJkuE2hTDC0VYB40aDoqiFFEXlUxRVRFHUy1pe30FRVHrPvwKKoiT9XlP1e+2gqbYsDvdAtrgN5UYkc/G4HIxxt0GOjnJXvWJZrKNKQewoJzhbG7413Ot58zJALCeXNqNVpsDNYczbwsdz6lAtkeHhafrDQyTSbrzzdw4m+Njjvin+rG25ktpWOVLK/lfNp1ulxn2xfgYLZZqmkVrejFf/ysTkTSfwxC+XkFndikdmBODY+pk4+PR0fLhqIh6ZHoDJAY5ahTKgKc12T4wfYgwMcxkKrIQ8bF8xAe8uH4/U8hYs/ihea+m1/rjYCLF7TQxomsbjv1xCsRFJfxRF4f+WjkVDexc+O12kc5yvkyVuDnNDVnWr3vrM/Znoa4/0SsmgRGwOh4KXg8ggz/IkPwd8eW8k5oxxBZ9L4ct7I7H/yWkDhHKbXIGOLiU8DMwL4HAorJ05CmO97OBiLcC/62fgh4cnYzRD18s/L1VBwONg8fihq4LRZ+OQH4FAMCPEq0xgQ05ODlQq1Q3tVaYoigvgMwCLAIQBuJuiqAGBrjRNP0vTdARN0xEAPgHwZ7+XZb2v0TR9q6n29DbmOJxZa9T7wzztkFPTprUCi5uNEBxKt1i2FHAhMyLzv7pHTPRuW7Ph35w6CHkczAxh9q59f74M3g4izA/TH9u8+XAuJDIFtiwLN6kT4d6Uyr6Y4d5Z4gwopdelVOGXxHIs2BGH5V8k4K9L1ZgX6oafHpmMCy/PxSuLQq+ZJiXaoCgKK6J9cPCp6XCw5OO+7xLxwb/5UOoRp3aWAnxx7yTwuRw8+kMKJFqqsjAR4WOPOyZ64dtzpajQ06ly2UQvnM5vQGIJu/bXET72aJUptNYo93YQGdTKW8DjYOE4D3jZi2At5GHhOI9B7ahrJJqwG08jqlLQNI2E4kZMC3JGiLstZoW46N2Z6VaqcTBDjJvD3PS2ujcXRCwTrhmam5tx/vx5LF26dLhNIYxwdFXAuMGYDKCIpukSmqa7AewGcJue8XcD+G2ojPF2sMQEH00ohjGEedqiVaaAuHVwjXwelwN3Wwud9W8tBTxIu9nV1QU0tV4f2ZWMXxLLweNQ+OZcCav2wDRN40JRI2YEuzDWSs6sakVSWTMenOqvVwBfLGnC3pQqPDojwOBaz/3JrWnFjuMFAAABl4Ml4z3w+T2R+G1tLON71WoaB9KrMW/7Wbz2VxbGeNjig7smIOX1edi+MgIzgl1MEvEjjRA3Gxx4ahrujPTGJ6eKsPqbRNRqOe968XG0xJf3TUJVixRP/nqJtee3Py8uHIOV0T6wEuqO0Z092hWWAm5fXWEmInx7kvy0hGJ4O1ga5FnuRaZQ6Ty3xa2a+TztDa/7XVjfgcaObtYhHGfy69EiVRhcCtJYSMwy4ZrhRvUq0zTN+JmVSiV4PObLubu7GwKBQO8YpVIJiqLA5epPIGIzFwAoFArw+fpX/mztZ0Nubi6USiXCw8PNMt81jBeAyn4/VwGI0TaQoig/AAEATvX7tQVFUSkAlAC20jS9X8d71wJYCwwu23cli8e5Y8uRPFQ2S+HjaFjcbW+SX3Z1q9aEO097kU7PsojPhVyhhlpN66w40J+E4iaczPtfXejPzxRDrlDjzaX6K1CUN0lR3NiJB6f5Mx7j+/OlsBJwsSJad/lRuUKFV//KhI+jCOvnGld2DwDq2uS495sk0ABWT/bFm0vDBsUI6+JcYQO2HslDtlhT+eCHh8MxM9jZpPtwq1SBmjYZZN0qdCvV6Or797+fbS14sLbgw9fREl72IoNaH5sDSwEP7901AVNGOeH1/VlYtTMB21dEINJPe/x0tL8jNi8Lxwv7LuOtg9nYePs4g74jdzsL/Pd2/TthFnwu5oxxxbGsWvz3tnGMC5RgVxtYCbhIr5TgjitEpUTahabObjS0y+GiJzb7SmQKFSz42v8WvZ5lY1pOXyjShLxMGcUuJOfPS9VwthZghplrgOviuvIsq9Vq7N27l3Hc0aNHIZEMXmldye7duxnHxMfHs+qUV1JSwjimoaGBlV35+fms5mLTeay3tJY+6urqUFenvbh5fzIyMhjH1NfXQywWM467fPnygJ+bm5sRHx8/wKsskUhQWVl55VsHweYzdnZ2orS0lHFcVlYWYyMOhUKB3NxcVnYxdSkEgLS0NMYx1dXVaG5m3ppjY5dCoWB1vrLp8geAVffHsrIyxu8VYHdNrlu3DmvWrDHLXBkZGay+sxGKtiepri95FYB9NE33j1XwpWk6CsBqAB9SFKW1QD1N0ztpmo6iaTrKxUV/glNvO1pjvMtj3G1AUUCODg+vRixr9/5Z9mTUy1k2oLgn1m/Az3wuhYdYCODU8hao1LROQdVLfZscf18W464oH71byJ+fKUZJQyc23h6utyqAPmpaZVi18yJk3UrsejAam+8IZyWUs6pbcd+3mmoPrTIFPlwZgUNPT8esEBfWIpCmaVS1SHEsuxbbjxfg0R+SMWXLSUx451+s+CoByz6/gJU7L+L+75Kw5scUPPVrGjbszcArf2bi63OleOC7JNz0/hmMfuMIpm09hVU7E/Divgx8eqoQhy7XmNxJjw13RHrj4FPT4eNgiXu+SURCse7mIHdF+eCxWYH4JbECPyYwd1Q1hsXhHmjq7EZSKfP9nsuhMDfUTeuuikSqefb8llRh0PHleipUiCUycDkUXG0Mzw+4UNwEH0cRq0W0RNqNk3l1uC2CuTa2ubiuPMscDgcrVqxgHLdw4UJW861atYpxzPTp01nN5e3NvFVga2vL6IED2DVCsbKygkjEvLpj02zE3t4eQiHzyc+mlq2LC7sb7fjx4wf8/OGHH2L9+vUD3mvOxitWVlasmpewiYHl8/msGnGwrf0bGakl/f8K/Pz8GMcAwIQJ+stTAZomNGyakrC1n03zErZNSZiuyby8PNjb22PevHkmzwWw+75GMFUA+t8svAHoWqmuAvBk/1/QNC3u+b+EoqgzACYCYF756MHH0RLzQl2RrSNRTx+WAh4CnK30JvkdzarV6j3uFcvSbt1byP2J8nNAqIcNcms0XcrWzgxk9RBPrWiBTU8VAn38nFgBpZoe1GGwP+VNnfjidBFui/DELCPKkgGajnx377yI5s5u/PRoDOsavXuTK/HiH5fhYMnHG0vCcG+sL+tSdSUNHTid34ATOXXIqWnra3/MoYBAF2tE+ztirKctvOxFsBLyIORxIORzIOByIeRzIORxIOBxoFTRqG2To6JJiopmKSqbNf+fyW9AfXsXvOxFqJbIMMbdBgvGumPBWHeEetgMyc5jkKs1Plg5Afd8nYiHdiXh2weitTbkAIAXF4xBcX0H3vknBwHOVkaVlNPH7NEusOBzcCSrhpUX1k7Ex/70arx358Adyt6/y1dxJbgnxg9OLBNgpd0qiHQstsStMrjZCA0WsCo1jYslTVg0jl2i3t+Xa6BQ0bgj0sug45jCdSWWRzJstqvZCFIAsLRkvmmzGQOAlaBmaxebbXRjbmQtLS2Ii4vD22+/bfB7CTcWpALGAJIBBFMUFQCgGhpBvPrKQRRFjYamNldCv985AJDSNN1FUZQzgGkA3jWHUbGBTth4KBfPzA0yqCECACwa5w61Dt+4p50QVgIu6tvlcL9iG9hayIODpQCdXUpWVTEoisKDUwPw0h+XYcHn4InZ7BZzqWUtmOjnoDfUo1uhwu/JFZg7xlVvg5ZtR/Mw1ssOr9/CvPDWRmWzFHd/fRGtUgV+emQyJvqyL782e7QLnropCGtnBbJKnqpvk+NghhgH0sXIrG4Fh9Ikly0O98BYT1uEedoi1N3WYO+4j6Ol1s52sm4Vihs6cLGkCceya/HxqUJ8dLIQPo4i3BymEc6T/BzA5VCgaRoNHV0oru9Em1yBuWOYS/ppw9XGAr+tjcU9Xyfi4V3J+Pr+KK1CmMuh8OGqibjziwt4+rc0/PP0dINDjvRhKeDhptGuOJJVi7eWjmUMK/JzskS7XAmJVNHXya+mVda3EOzsUuHNA9n47B5mpwwA8LgUbCy065kOudKoz5pe2QJXWwvMCWVXlSW5tBmzR7sgzMP4GH5DIWKZMOLR5lUmEK4kLy8P3d3dg3YlblRomlZSFPUUgGMAuAC+o2k6m6KodwCk0DTdWw7ubgC76YFxMKEAvqIoSg1NuN5WmqZzzGHXbRFe2HIkD/tSq/GygS1qX1ige7y/sxVaZAqUNUkHiWUbCz5apN2QSBXwY1mlbJKfZtfKyUqgs/RZf1plChTUt+MWhjJWpwsaIFNqSrbpIr+2HYcza/H0nCCD4kl7qWyWYtXOi2iXK/DzozGYwFDD+UpcbS3wKTwcewAAIABJREFU/AL9tXzb5QoczarFgXQxLhQ3Qk0D4T3ifukEz75GMUOBSMDFOC87jPOyw6MzAtHY0YUTOXU4ll2LnxLK8W28JqSu1wPavxLKv8/ORAhDSTJdOFsLNYL5m0Q8+mMKvrpvktaye9ZCHr55IArP7snAut1p+P0/U82aALko3ANHsmqRWtGidTHRn94FWWlTZ59Y/iejZkA81qHMGizNqu2rWKOPqhYZxnlpr32cWd2K2EDDuxmeyqtHaWMnYhm6JwKa8KCDGWK8tTTsqmqC6ypmmXD90dLSgrNnz+K22/Ql8RMIpFufNmiaPkzTdAhN06Nomt7U87s3+wll0DT9Fk3TL1/xvgs0TYfTND2h5/9v2Ryvvr2LcYyLjRCzQlzwV1rVoHbGptDrpS6sH1zr1qUnhrKBhX299Mb13hbBbqs3raIFNK2pR6uPw5k1oABM1bGNDwCfnCqElYDLWH9ZG21yBZ7/PQO2Fjz8uibWYKHMBpqmseijc3hh32VUNEvx1E1BOLFhFv5+ejoenRE4pEJZG87WQqya7IvvH5qMS2/Ox9blmuRemUI1QCjbWvAQaGIrb0crAX59NAbBrtZ47MdUnMjRns/j7WCJ1TE+uFQhwa4LZSYd80rmjHGFgMdhFfvv19NNr39987jCgflMHAp93RSZaGjvgrP1YM9yu1yBmlZ5Xxt1QziRU49ofwfYWTLvYvySWA4Rn4tlV6kKRi9ELBNGNB999BHWrVtHvMoEveTn50Mul1/rMcbXPA3tXWhm0SlveaQ36tq6cL5If9MHQ/Cws4C1kIeiuvZBr7naasQyGzHfS0eXJimKqUX2f//JwZQtJ/Hm/iwAmpbcur4DuUKFEzl1WDDWHXwdoQBF9e04lFmD+6f693kC2aJW09iwJx2p5S1469axOj2ApkJRFF5bHIo/n5iKsy/MxoabRyPI1XpIjmUo1kIeVkX7omzrLXhmzsDwGSGPg4wq5iR6JhysBPj10ViM8bDB47+k4niO9trht0d4Yc4YV7x3LM+oZjy6sBbyMCvEBUcyNTH6+vBxFIFDAaWN/6up/MKC0di2PBxCHgcroryRv3GR3p2OXqTdSnR0KfsWn/0p6lmkBrkYdh5UNkuRX9eOeaH6a40DmoXg/jQxbp3gCTvR0NdW7g8Ry4QRi0QiwZkzZ4hXmcAI8SqPDNQ0jW/jmSupzA11ha0FD39cYq4kxBaKohDkaq3Vs+xkZbhnuV2uEcs2FvpDMFplGo9aRU/N2k2Hc7EzTvt3cLagAZ3dqr6qINr49FQRRHyuUS18PzlVhBO59Xj9ltAh74q3KNwDkb4OI9qRseHm0XilX6iPXKnG8i8S8PCuZGSLW02a286Sj58eiUG0vyM++LcAGVpqGVMUhU3LxoHP4eDlPzJZVfxhy/p5wdj1cDSYvn4hjwtPe9EAsT7e2x4ro33hYKlZjOlauF1JY7tmEeiiJe6/Vywb6lk+mavxzM9lIZb3p1VDplDhnlj9JSqHAiKWCSOWjz76CM888ww4HHKaEnRTUFAAqVSKiIiI4TblhsdOxMcPF8rRKtVfEtGCz8XSCZ44ll2Ldjlz+US2BOsQywIeBw6WfDR06G4scSW9djGJ5UVXxHlaC3m4f4p2L93hzBo4WPIHVTH4Nr4UD36XhK/jSnAgXYz7Yv3gaKBX+WRuHT48WYA7Ir30Vtm4ljFGbD42axT+e/s4TAl0wtkXZuPFhaORUtaMWz6Ox1O/XkKJES2qe7ET8fHZ6kh0dCnxn59T0agllMHDToRXbwlFQkkTfktiLnXKlrGedhjjbstqseLvZIUyLZ0BbSx4aJOxb9bTe/3o8iwLuBz4GNAaHgBO5NYj0MVKb7IroPnb/3yxHOFedhjvbf7QIiaICiGMSCQSCU6dOoXbb799uE0hjHCIV3nk4GojREeXEj8klDGOXT7JG3KFGkeMbH+tjWA3azS0d2ltOexiI0R9mzGeZf3bvdODnWHRr2HG1uXhWtv96gvBuFjShDMFDdh0OBc0gMYO7Z9BF6WNnVi/Jx1jPW2xeVn4iPb2GkNJQwee3ZOO4NeO4FJFi8Hvvy/WD7+tjYWjlRBPzA7CuZfm4KmbgnAqrx7zd8Th89OFBnV47I+DlQBf3jsJzZ3dePIX7d37VkX7YFqQEzYfztXZOGco8Xe2RJmWlte2Ij7au9gvVht6PMvaKsoU1Xcg0MXKoEoj7XIFEkubMJ+FVzmlvAUFdR24dxi8ysB1KJYrKpgLbNfU1ECpNO7CuN5gs1Jnu5pXq5lbfNI0DZWKuTHA9u3bsW7dOr1eZZqm0dXF/PDr6GD2HEilUlYNYfLy8hi/j9bWVlZNPVJTUxntV6lUOHfuHONcaWlprJrQHDlyhHFMfX09UlJSGMcdP36c1bkRFxfHOCY1NZXVNZmZmTng54KCAnR2dmLixIl9v2tubmbVoIXNvUIikaC9fXAMLEE7Fnwu5oW64bvzpX0xv7qY6GOPQGcr7DNjKEZwT5JfkRbvsquNBeskJgBo6xHLtgyeZSGPi1E9cZrzQl2xZLyn1nH6QjDcbIXoXyzhj0vVOFvAfD0DQGeXEmt/TAGPQ+HLeyex7sw3EmiTKVDTKkNNqwy1rXLUtspR1yZHTev/s3fe4VGUXR++Z9N7DylAAkloobcQuoB0pAmIAqJiRX3t2F4RRcGONEWkyKuC0pSmgEhvoYWeSnrvvWyZ748lkSS7O7PJgui393XluiA5+8wkmcyeOc85v18F19KLOBiVxXM/nmfo54fZfiENlUY0SbLpYmfFKyPacvjVe3g4PIDP98cwbtkxWZbmuujo78LiyZ04nZDPoj1RDb4uCAKLJ3VGrRF5a7tp2zHkEOjhQFGFssEDmLPRlWXt348u05HY7FKj+9aPxOSiVIuyWjBe+TkSW0sF47ro/vu63fyrkmWNRkNGhvR0aHZ2NtXV0k/t165JKyWlpaWRmSldGZGT8MTFxclKsnbt2iUZExkZKcuRbvv27ZIxFy5cIClJ2o1oz549kjHR0dGSjocFBQX8+uuvklXllJQUsrOzDcaIokhUVMObV33UajVlZdIDGE5O0qL3Li4uODtL6z8GBQVJmtBYWFjIGlpr3769LIOWQYMGSca4u7vLOubAgQMlY0RRJCxMp8NyHTp37iyr3aZNm7qWv7qqys7Ozri4SA82yXHeLCoqMifLRvLskGAKy5V8f8rwPUMQBCb3aM6llEKSdFS9GkPNm7U+RQxjKsulMivLAHll2nXfn6DfqGf3Jd0tGADNnGzr6Ec/2q8V4/Qk3bciiiKvbrlIfE4py6Z3p7mb6fR8TYUoahPcIzE5rD2WwJvbLzP165N0f38/U1adJHzRn4Qv+pM+iw7QZ9EBwj48QPiiPxm99BiPrD/LzksZ3Jpbnk3M53pGMVUy3RgN4eVkwzvjQtnwaBjFlSrGrzjO/04lNSqZnditOY/0C2Tt8QS2X2h4b2nhbs9rI9tyMDqH7RfSmnzuxhDo6UBYK3dSC+q2YjjZWlFsRBtUTkkVgkCDFqFKpZqUgnKjk+U/rmfham9F95aG37u2nkshKV/7kCTHVOh28K/SWVYoFLLemOVOzHfo0EEyxt9fnqzQgAEDJGOCgnS6yTZgzJgxkjFdunSRtRU3ceJEyRg5DnIAY8eOlYyR4+a2bNky3nnnHcnkqWVL6e0YQRDo2bOnZJyTkxNOTtKDCXJ/356e0n71cpJbQFbibWsrT6pJjlmNHHMZkGdWIwiCrDg5zpX1jxkbG0tpaWmdqjLIP/++fftKxsh1RjTzF11buDIgxJNvj97g4fBAg0YUk7v7s+pwPJvOpjBvpHGay7rwd7XDzsqCGB2KGF5ONuSUViGKoqx7o4BIsLcDtlbSD3HtfJ1RaYrwddH991WpVHPgehbjuvjpHKa6Vcf51RFteWZwkKxz3Ho+lT2XM3ljVDv6h0jfc+4UqQXl/H4lk5isEnZfyqCs+q/E1tXeimAvR4Z3aEZrTwec7axqNX9rctTc0kpis0tJzC0jJquUKtVfu5brTySx/kQSFgqBAA97RnX0oYOvC0PaeTfaErxvsCe//WcAr2y+yH9/ucLx2Fw+mtxZlpTZrbw5uj3X0ot5Y9tlQrydGqiRPBweyLHYXLaeS2V4qA+OMvS7TYG7gzWnE/Jr2yhqaO/rTLVKeke4hpySKtztrRu0WsTnlCKKf+3syKWsSsWw9s0Mtm58dyKR+TuuAnBf17+nqgz/smT5n47cPjNZN3oTrnUnKSoq4sCBA2YXNjOSmHuV716eHxrClK9PsjEimUf769cK9nGxI6y1Bz+fSeGFYSGyLZX1oVAIDAjx1JmE+LrY4OVoU8fJzBAF5UpSCypk3SOzi6sMyrSVVamY0M2f+/RsIdeogjwcHsDce+S5BSbnlfPW9itM7dmcJwYar5xhahJzy/jtSia/XcngUqpWaaJLcxfu79GckGZOBHs7EuztiIeDtVHvO2VVKv53KomvDsVTVKHk3fs64GZvTWxWKTFZJRyLzWXFwXjsrbUtQGM7+zKorZfR15Know1rH+7FmmMJfPR7FKOXHmXp9K6yLcJBqyqx/MHu3Lf8GE99f46dz/avc60pFALPDglm4soTfHciUfbvuqnUqF4U1GvDOBRteGe2PjaWCp2GLom5ZbT2dCDYyzgN629m9dQrfafRiCz+PaqOskxjnBdNhTlZNnNXsXTpUp577jmzAoYZg8TFxVFSUiJ718PMnaVXoDuTuvmz53IG03u3NFjxm9EngP3Xsvj9SqZsAxBDfDNL906Sj7MdaYUVpBVWyNYvlrMbr9GIWvcxA1JtHo42fDCxk96vV1SrsbdSMH+c9G6m9rxE/vvrFSwVAi/e2+ZvK3pkFVfy05kUfruSWdvv26WFK6+Paseojj61hhhNwcHGkqcGBTGzTwDH43K5p513neq8WiNyOiGPXZcy+O1yBjsupuNka8nwDj6M6+JLv2BP2dJoCoXA4wNb07uVO89tvMDUVadYPKkT9/doLvtn7OVkw1czejB11Um+PBDL/HpOc91aujGknTffHLnBzPAAWXbiTcXtZoW8QEKlRop379PdZnQhuZC0wgpaN0JrW59d95HYnDqJsiBg1NCrqTFnJGbuGoqKiti/fz+TJk36u0/FzF3OwoULzVXlu5wHerfkbFIB/zuVaDBuQLAnAR72/HBKeuCyKQTW2P7K7Y8WQE7namZxJRVKNa2NrKrVEJNVwo3cMl4a3lZ2kWD35QwOx+Tw8vC2+LoYJ9VlClLyy3lj2yUGfHSQn86k4GBtwX/HduD460P4dW4/nhoUZJJE+VYcbCwZrkNJxEIh0DfIkw8ndiLirWF892hvRoT6sO9aJrPXnWHuD+dZdzzBqHaDLi1c2f18f6b2bM5rWy7x8d5oo/qYu7Zw5e0x7Vl/IpEdF9MbfP3FYW0oqlCy7lii7DWbgrOtFYrbmGxeTC0k1M9Z9kOJHPoGefLqiDZY3kymRRHySw2ff3xOKadu5JnsHG7FXFk2c9ewbNkyc1XZjCRxcXEUFxebq8p3Ob1buTOojRcrD8UzvXdLvYNyCoXAg71bsui3KKIyi2nnI92j3xgCbyZvuiS0dCEgr5J4I0e7XmNtlDefTcFSITCxm7yqenGlkgU7r9HR3/mO6ymn5Jez8lAcm8+mohAEpvduwWMDWtHS3bSJcWOxslAwqI0Xg9p48cHEjhyOzuF/J5NYsPMa644n8sqItozt5Ku3mnkrTrZWfDBBK8P31aF4KqrVvDO2g6zXAjwUFsDWc6m8v+sag9t41+l/7tTcheEdmvHtsRvM7htodG+0sSgUAi52Vg3aMEyBSq3hSlox03q1MOm61pYKurd0R6UReTg8gPSiSro019/qJIoi7+64ysWUQk68MdTk/eDmrMTMXUFxcTH79u1j8uTJf/epmLnLMfcq/3N4ZXhbCsuVfHvUsDLPlJ4tsLZU3Nbqsp21BT7OtiQYYzsso5h4I1ervNHaSJtfAKVaw/YLaQxt742HDu1aXXy6N5q80io+nNgJC5mJW1NJLSjnjW2XuefTQ2w9l8ZDYS05/NpgFozveNckyvWxsbRgeKgPGx7rzfpHemFvbcHzGy8wfsVx2TbrCoXABxM68lj/Vqw/kcib2y+jlrCXrsFCIfDhpE4UlCtZ/HtDRaYX721DSaWK1UelFbBMgZuDNQVlpjMAqiE2u5QKpZquLUxvFPLt0Rt4OFjzxuj2rJ7Vk2eHhOiN/TMqm6OxufxnWJvbMjhpTpbN3BUsW7aMZ5991lxVNmOQ+Ph4CgsL6dGjx999KmZk0Km5C6M7+fDt0Rvkl+mvark7WDO2ky/bL6RRJqHP3BT0mTPoQhBAlJEt38gpw8HagmbO8pLdWzkYlU1uaTVTesirykWmFPK/U0nMCg+8Iy5mJZVKlv8Zx+BPDrH1XCoP3pIk/x3tH41BEAQGt/Vm9/MD+HxqF/LLqnno29PMXHNaluW1IAi8PaY9zw0JZtOZFF7+ORKVDuMRXYT6ufBI30A2RiRzLqmu9nt7X2fGdPJl3fEEg38bpsLRxpKMItMbolxK1foTdDZQ9W0M8TmlHIjKZkafAEnt8GqVhoW7r9Pay0Gve2ZTMWcmZv52iouL2bt3L/fff//ffSp3lMpKaevd4uJiKiqkb3AJCQmyeurkaE7n5OTIMjiJiYmRjAF55h/FxcWyDGbeffddWVVlpVK6gnKnjQH+v/LSvW2oUKr58o8YPt0bzcqDcTrjHuoTQGmVil8ib58GbStPR522v7oQkDfgp9aI9A/xbNSQ3eZzqXg62jC4rZdkrEqt4c1tl/F2suHl4W0k45vKqRt5jFxylLXHb/BArxYcfm0w7/1NSbIoihyLzeXJ/53laKw8s5b6WCgEJnVvzoGXB/HW6PZcSi1izNJjvLDpAhkSRieCIPDy8La8OqItv0Sm89zGC7J7oF+8tw1+Lra8ue1KA3e/F4aFUK5Us+pIfKO+J2O4klrE+WRp4y1jiUwpwtnWsrbNyVSsOZaAtaWCmTKS3+9OJJKQW8Z/x3Ywad/0rfyrkmWNRsPmzZsl4zIyMmS5ul2/fl3WWnISi/Pnz0vGpKenyzJKOHHihGRMcnKyLCORw4cPS8YkJCTIMjjZt2+fZExUVBRxcXXfLJctW8bcuXNrq8qiKPLzzz9LrnX69OkGjm71qaqqYuPGjZJrXb16lTNnzhiMUavVrF+/XjLJio+PZ+/evZLH3Lhxo6QRir29PT/88IPkWklJSQ1+rro4deqU5PlXVlZy9epVybUuX74smZSq1WouXLgguda1a9ckfxbx8fEkJCRI6mZnZGSQliadcF26dEky5uLFi7IeMMzoJ9DDgc7NXfnuZBLLD8ax9rjue0n3lq6093Vmw4lEWW6gjaGVpz35ZdUUyVAFkJv7nksqQKk2/sErt7SKg1HZTOruL0sSa/2JRK5lFDN/XKgso5TGUqlU88Hua0xffQorC4HVs3qxcGKnvy1JPhSdzcSVJ5ix5jR7r2ZxLFZeC4U+bK0seHxga468dg9PDQriUHQOM9acZvclaUOzufcE887YDvx2JZNnfjgn64HbwcaSBeM7Ep1VwpL9sXW+FtLMifu6+LHhRBI5JfINc4xFFEUsb1qyX0mTrqYbw8WUQrq0cJXdyy2HvNIqtp5LZVI3f53W2reSW1rF0gOxDG7rxT1tvU12DvX5Vw34KRQKpkyZIhnXrFkzWVU9Ly/pp313d3cKCqS96q2tpaWKrKysKCqSvpDLy6UrIzk5OTRv3twka2VnZxMaGkpOTg6enrorKEqlUpYRh6WlJYGBgbX/r6kqv/7667Wfq6qqYvTo0ZJryTGgsbGxYfr06ZJxoaH6nbdqsLCwYPbs2ZJxQUFBsgxmHnnkEckYS0tL5syZIxk3ePBgyRhA1vm3aNGCFi2kt4Xl9JdbWFgwfvx4ybg+ffpIxnz44YcsWbJEMs7Xt6GdsC7kmBPJNTAyo5tqlYYJK45z7RYb4fJq3c5rgiDw5MDWfL4/hojEAoNSbI2lpvqVkFdGV3vpNgY5KXBBeTUd/IwfSjwYlU23lq5MkjHYV1ShZN+1LMZ38WNURx+jjyWXq+lFvPTTRaKzSngorCVvjm5fxzClKVQq1STklhGXXUp8Tilx2aUk5ZVTWqWkWqX9SSsU2sHKSqWKgnIlKnXDRpgKZdOd+0Bref36qHZM792CF36KZO6P54lICODNMe0NajQ/2r8VdtYWWCoE2bsJ93ZohqejNSsOxRHs7cDE7n+9Nz8/JJj0wkq2nEvh6cG3R3f5dEJ+bSX8rV8us/3pfiZJbiuVaqKzSniqnWl1vrecS6VarWHOAP0a7TV8ti+aCqWat8fIk11sLP+qZFkuCoVClpOZnOTPxsYGHx/pm1fHjh0lY7y8vGQl6MOGDZOMkdvTOWrUKMmYmqQ0Li6OIUOGcM899zB16lT69+9fG2NlZSVLnSA4uO7NYPny5cydOxcLi79uTnLd6Mz8/+HGjRvk5eXJcmM0c/dgqRBwd6hbBa1QqvW66I3s6MN7u67xzZEbtyVZbuX5lyKG1ECSk40Vwd4OBh3/RFEkr6waD5m6zbfy25VMskuqaOcrnWh/dyKRiIR89jw/4LZoKqs1IquOxPPF/hhc7a1ZN7sX97RrWpUuMbeMvVczuZxWxKXUIlIKymvbWgQBWrjZE+TlQBsfRwQENKIIImhEkfzyauKzyygsr67j/gew4WQSuy9l0NbHiXY+zoS1dqd3oLts7ez6BHg48NMT4Xz8exTfHkvgQkohKx7sTgt3/TnC9N7S7rH1WTy5E3O+O8eLP18kPqeMZ4cEY2tlQZC3E3bWFmw4mcQTA4Nuy9Dm96eStG1FwMWUIracT2VqzxZUKNWoGrErUsPV9CLUGpEuJuyfL61S8dXheCZ39ydYwhHwanoRm86k8EjfVkZbbRvL/8tk2Uzj6Nq1KwsWLGDatGmUlJTQs2fPJiW2JSUl/P777xw8eNCEZ2nm34hZAeOfiUIhsOHRMNadSGTxb9dRqkVEEapUGp1DO7ZWFswKD2DJH7HEZpUQosMtrCm09LAn2NuRzGLpnUW1KBKdWar3XAHKqtVUqzS4G5moVSrVnIzPY2pP6d2/sioVa48nMKy9d6Mq2FIUlFXzyd4ofoxIYXQnHxZO6GT091NDbFbJTRe/v0xKBoZ40rm5CxO7+de6+LXydJAc2qohMbeMpQdi2R6ZhihCv2BP/F1tic4sYWNEMhdSCpj7w3kGtfHivq5+3NuhGfbWxqU21pYK3h7bgV6t3Hll80XGLD3Kp1O6MDzUdFX8oe2aoRBAI8Lyg3Fsu5DGBxM6ck87b6b3asHTP5znSExOkx9S6pNTUsVvVzLrVOg/3HOdCV39aefjxJGYxre1XMsoplegm0mT5e9PJVFYrmRGn0CDcaIosmDnNdzsrfnPUP0qGabCnCybMYpJkyZx5MgREhISuPfee/n0009ltUPoYvny5TzzzDN1qspmzNSnpqrcq1evv/tUzDQChULgsf6tGNzWi8krT1BYoeSbI/E8P1T3kNqs8EC+OhTPt0cT+Oj+ziY9FxtLCzSiyPkk6dY5Z1vt22NxpVJvYldjkmBscnkmMZ8KpZpBMgb7fjitTR5uhzVyemEFs9ZGkFZQwcf3d2aKEU51NcRll/JrZBq/XckkLls7C9QzwI23x7RnZEcfmrtJ7+IaItDTgc+ndWXukGB+PJ3MpO7+hPpplRfUGpEraUXsuencdyAqGzsrC4aHNmN8Vz8GhHgZNfA1ItSH9j7OzP3xPE/87xyPD2jFayPbmWRoTBAEPBxtanuT0wsreHT9GSLeGsbQ9s3wcLBm05lkkyfL2SWV2iQdbWU5yMuBEG8nRERKKlU42jY+DTwUlUNuaTXNXEyzG1xerWL1kRsMbOMlufOz81I6iPDqiLa3XacazMmymUYQHh5OeHg4Q4YM4fnnn6dVq1YsWLDAqCpzSUkJe/bs4dChQ7fvRM38K/jwww958803/+7TMNNEgrwc2fviAPp8+Cc7L2bw7D0hOvsm3R2smdKzOT+fSeXlEW3wdjJtW1aon4usZLlmiK6kUoW+3eC8Mm3i4+FoXLJ8KDoHa0uFZKtJpVLN6qMJ9A/2pFtLN6OOIUVcdgmz1kRQUqli7exehAc1ru3lwPUsVhyMI6yVB7PCAxgR6kMzZ9O30gV5OfLfsXX7Ui0UAl1auNKlhSvzRrbjTGI+v15MZ8/lDH6NTMfN3ooPJnZidCd5cwyg3X3Y8nQ4H+y+zq+R6WQVV/Hx/Z1lV8IN4eNsW5ssW1somDeqHV5O2gG2+3s0Z82xBLJLKk16zYf6uXB1wUhWHoxjyYFY9r04qLbVo6RShVMjk2WVWsPphHzu6+pnsnP98XQyeWXV/Geo4QfD4kol7++6jq+LLVN7mtYMRR//KjUMM3cWHx8ffvrpJ7p37869997LyZMnZb92xYoV5qqyGUkSEhLIycmhd+/ef/epmDEBzZzt+GRKF2KzS7WVIT081r81So2Gbw7fYOmBWH41oZxcqJ8zaYUVFEho29YkESWV+nWfa/Rx3eyNS5YPx+QQ1spdsl3g57Mp5JRUmbyqfCG5gPu/Pkm1WmTTk30anSgDPNCrJRFvDWPjE32YFR54WxJlOSgUAmGtPbS2128OY83DPRkQ4kVLA73H+rCxtOC98R158d4Qdl5K57HvzlChZzDVGPxctT8bKwuB7gGuPNb/rwG2qb1aoNKIbDknrYhlLNaWCqxuqmHcaqpSUqVqtLLK5bQiSqtU9G3CtXMrlUo1q47coG+QBz0C3A3Gfr4vhtzSKhZO6HjHjHnMybKZJiEIAtOmTWPr1q0sWbKEV155RVIXuLS0lN27dzN16tQ7dJZm/qmYq8r/PiZ18yfUz5mPf4+mUo97cNvqAAAgAElEQVSygYudFYEe9nx7LIHP98ew+ojpXM463tzCv1WhQxfOdjWVZf0yc3k3k2UPB/mGJKkF5cRllzKojeEWjGqVhq8PxdMzwI0+rQ0nD8ZwKDqbB1efxtnWiq1Ph9e2NDQWF3srSXmvO421pYKh7ZuxdHo3Ovo3/vub3juAT+7vwon4PB5df4by6qYZ5rw5uj0bH+/DC8PacOpGPpdT/1K/CvJypHcrdzZFJN8WDXjFzfaaOslypRKnRqqdnIjPAzDZIO6miGRySqp4XqL/+HJqERtOJjKzT8AdMeapwZwsmzEJ3t7e/PTTT4SFhTF8+HCOHz+uN3bFihU8/fTT5qqyDFQqeTfnwkJ5YvNy9Idzc3MlNY9Bq2csBzlyiNDQSCQxMZGsrKw6PfFmI5F/PgqFwFtj2pNWWMGaYw01l9MKKxjw0Z8k5P4la2lKBYjQm0NyUnqzxlSW3Y1owzgUrdXllzIi+eVCGulFlcwdEmyy7/+XC2nM+e4srTwd2PJ0OAEmNpL4N3J/j+Z8PrULpxPymL3uTJMcJgM8HAgP0rarONtasvxgXd3lMZ18SM6v4CMd9thNpabtWn3LPbS0CW0YJ+PzaOfjZJIHpSqVmq8P36B3oLvB5FutEXnrl8t4ONrwyoi2TT6uMZgkWRYEYaQgCNGCIMQJgvC6jq/PFgQhRxCEyJsf0sKxZu4IcpIPuQYBarWaKVOmsG3bNlasWMGLL77YQMe5oKCAXbt2MW3aNINrydHBVqlUsuLy8/MlY7Kzs8nNNTwVXFBQwMGDByV/ZocOHSIyMtJgTHV1NYsXL6a42HB16/z58yxbtsxgDMCSJUskjwnw7LPPShqJXL16ldWrV0uu9cEHH0hqjFdWVvLBBx9IrrV///4Gxj26qsrfffed5Fo5OTmyjFDk/LyUSiUpKSmScWaMo2+QJ/d2aMbKg3ENzBjc7a1p7VVfBsp0D0luDtb4udhyNd3w317N9nRxhf6/FwHo3coNB2v5D/6HY3Lwd7UjqMH3+BcqtYaVh+Lo6O/MYIkKtFx2XEznvV3X6BnoxqYn+5i8F/zfzMRuzVnyQDfOJRXw8NoISptoye5ka8Xsfq3YezWLmKyS2s+P6aTt//32aAIJMm3Z5WKh0NGG0chkuUql5kxifpPad25l89lUMosrJavKP55O4lJqEW+PaY/zbTTm0UWTk2VBECyAFcAooAMwXRAEXerQP4mi2PXmx7dNPa4+5DjlJScny7Lq3bRpk2RMdHQ0+/fvl4x7//33JWOOHTvGtm3bJOOefPJJyYRt69atbN++XXKtBx98ELXacC/WqlWr+OOPPwzGlJWVMXv2bERRxMvLix9//JH+/fszfPhwjhw5Uhs3ffp0RowYYbCqnJiYyEcffWTweKIosnHjRqKjow3GZWZmSro6iqJIfHw86en6eygBXF1dUSqVklWeXr16SVbNra2tGTdunKTed69evWTpaj/++OO0aSNtgbtkyRKsrAzfZHr27MnDDz8sudb8+fNxcDBcmbKysuLll1+WXCssLIxOnTrV/j8xMZHMzMwGZiVydMEdHR0b6HnrQo5pjyAIuLg0bZvajG7eGNWOKpWGz/fXvRfbWVuw9em+PNIvsPZzBTIc94wh1N+Fq+lNryxnFldyPb1EduVXqdJwPqmAwW29DL7mcEwO3k62PDPYNFXlY7G5vPhTJGGt3Fn/SO87nmjcDWSXVDZpZ+q+Ln4sfaAbF1IKmbXmtMH2HDk80jcQB2sLVtxi/16jTKHSiExYcZxLqaazp7a4eRnVJMsqtYYKpRpHG+OvhQvJhVSpNPQNkvaikMOeyxl0a+lKv2D9yXd2SSUf742mX7AH93Ux3VChXExRWe4NxImieEMUxWpgEyBt2XWbkGOM0bJlS1mJhRw3wLZt2xIeHi4Z99hjj0nG9O7dW5aT3IwZMyRvoM2bN2fIkCGSa82ZM0cysevZsydDhw41GFNWVsaqVavqnNfkyZP55Zdf+Oabb3j++efJysqiuLiYN954w+BagYGBzJ8/32CMIAjMnDlT0mHNx8eHJ598UnKt8PBwOnc2LFMlCALDhw83GAPg4OBQJ/HTR2hoKJaWhp/qBUGgffv2kmv5+/vLMtoJCAiQjHFwcMDNTXry3svLS9KZ0sLCgmbNmkmu5ezsXOf8Fy1apLNXWc5adnZ2ODlJ6/PKdZx0dja9tq0ZaO3lyMzwAHZEpnE9o27iam2pYP64UFY82A2A1IKKWgcyUxDq58yN3DKDW+qO1pYIguGeZZVaxNJCfjJ7PbOY4kol4RJ9nj+fTeFGbin3dpC+3qWIzSrh6R/OEeLtaDJVh38aFdVqJq44wcPrzjSpYjumsy8rHuzGpdQi3tt5TW/PvRzcHKyZER7Azovpted06y5LcaWSqatOcjQ2p9HHuBUbSwVhrdxrHxhqquONqSyfiM9DIUDvVqbppd/waG++eqiHwbzmw93XqVJqeH98x9tizCOFKZJlf+DWfcrUm5+rz2RBEC4JgrBFEIQ7o/XRROT21Do6SjvH+PlJPwlZW1vTtq10H86AAQMkY8LCwmRVxKSSYNBWN6UuTm9vb53JmqenJ99//z1Dhw6lT58+3HPPPeZeZTMGSUpKIj09XZYFtpl/Nv8ZEoK/mx3zf72ms+o3prMfQ9tp2xD2XJbXIy+HUD8XRBGiMvW3YigUAt1auBpsAFFpRCyN0OC9nFaEUi3SxYCGbEFZNX9GZTO+q3+T9X1zSqp4ZP0ZbK0sWDO7V6OVD/7pWFkIzBnQigtJBYz44gif79M/XCrFyI6+LJ3elS3nUnn7lytNqlY/1q8VPQLc2BSRBEBu6V/JsihCpVLD8j/j9L3cKIoqVZxOyK9VYCmqUNK5uQueRsoeApyMz6WTvwsudqa5niwtFPgY0Go+GZ/L3qtZPDWotY4WrTuDKZJlXVlU/atnJxAoimJn4A9AZ+OhIAhPCIJwVhCEszk5pnmaMnN3MGzYMJo1a0ZKSgpz586ltLT07z4lM3cpZgUM09GUeRJBEB4WBCH25od0X04jcHWw5rH+rYhIzGfbed3Dp6tn9SLE25GVh+LQaEzTu9zRz5legW5EZxq+DxVWKInP0R+jUmuwNEK66kpaES52VjR3s9Mbs+NiOkq1yOTu0m1ChqhUqnl8w1lyS6tY83BP/F31H/PfjqWFgkf6teLAy4MY3cmHpX/GMezzw/xxLatR643u5MdzQ0PYci6V708lNfq8vJ1t8XKyYfO5NKpVGgrK/5IzVAjw4rAQlt3cXWkq5VUqBAFsrbRpX25pFZdSi3AyMuEtqlCSVVzFmM7ytaubQnm1ite2XqKjvzPP3AZjHrmYIllOBW6tFDcH6jR/iqKYJ4pizSPTaqCHroVEUfxGFMWeoij29PIyzVCDmbuDlStX8uyzz7JhwwZGjhzJiBEj+PPPP//u0zJzl1FTVZbT2mTGME2ZJxEEwR2YD4ShbbWbLwiCaV0xbjKlRwu6tXRl0W/XKdIxTKdQCDw3NISYrFJ+v5ppkmP6utqRXljJ8TjDQ71+Lto4fag1xrVhXEotopO/i8Gduq3nU2nv69wka2uNRuSlnyO5mFrIkmnd7qjEllzUGpGyKhV5pVW1cnpX0oo4m5jPsdhcLqUUklVcabIHJNAmp0se6MbGx/tgZ2XBnA1nmfPdGVLyy6VfXI8XhoYwpJ03C3Ze40yi9BC5Pu7v0Zz8smoORWfTrYUbTwxszdODWqMRYVBbb5MNYpZXq7G3sqi99mquaz8X4x6iDsfkkJxfTo+A23I7aMAne6NJya/gleFt/9YWIlM4+J0BQgRBaAWkAQ8AD94aIAiCryiKNXto9wHXTXBcM/8QysrK2LFjBwcPHgRg3Lhx9O/fn5dffpnNmzfz8ccfy+oxNfPvZ9GiRZI97WZkUztPAiAIQs08yTUZrx0B7BdFMf/ma/cDI4GNpj5JhULg/fEduW/5MT7bF8174zs2iBnTyZcv/4hh6YFYRob66HT+M5ZegW4cj89DFEW9yauPi63BnlGlRsRSIa/mVKVSE5NVwmP9W+uNic0qqZ32bwqf7Itmz+VM3hzdjpEdfZq0lhQqtbaX3FA7Sk5JFZfTCrmUWsSVtCLisktJzDOcoFopBJQaEWtLBc3d7GjhZk9Ld3tauGv/fW+HZka1wNxKeJAHe/4zgHXHE1jyRyzDPj/M3HuCeWZQEJaW8tZUKAS+mNaV8cuP8cwP59n1XP9GGbIMDPHC09GGredTGR7qw5uj21NYXs2qIzf483qWpO2zXMqq1djfoqmcWaRNlg21P+hi/7UsPBys6dri9ifL55LyWX8ikVnhAYSZSM+5sTQ5WRZFUSUIwrPAXsACWCuK4lVBEN4DzoqiuAN4XhCE+wAVkA/Mbupxzfxz+Oqrr3jiiSfqDLO5ubmxdu1a9uzZw6hRo3j33XdlqT6Y+feSnJxMWloaffv2/btP5d+CrnmSMB1xkwVBGAjEAC+Kopii57W6ZlEQBOEJ4AkAF7/WBpNPfXT0d2FmnwD+dyqJqT1bNDCSsFAIPDckhBd+imTftUxGdmz6FnDvVh78EplOYl45rTx1q7r4udiSXVKFUq3R2T+s1shvw4jOLEGpFuncXP8syZbzqVgoBMZ31fmjlsW+q5lsPZfK9N4teXyA/sTcFFQq1UxceRx3B2u+fyys9vd+Nb2Ik/F5RCTkczmtiIybiZkgQLCXI90D3Bjb2RcnWytsrSyws7LAxkpR+28rC4HyajXphRWkFFSQkl9Ocn45F5ILKK5UYW2pIOq9kU06dysLBU8MDGJcFz8W7rrOn1HZHIvN5asZ3fGQqR3sYmfFN7N6MmHFcZ7+/hwbn+iDjaVx1U9LCwUTuvrx3clE8suqcXewxtXemh4BbhyIyual4abREy6vVmF/i8RhRlEl9tYWOBsx4Fet0nAoOpuRoT633TmvUqnmtS2X8HOx47WR7WS9ZsPJRJLzynljdHuTn58pKsuIorgH2FPvc+/c8u83AHO56P8hZWVl/PLLLxw6dEjn10ePHk3fvn15+eWX+fnnn/n000/N6gO3ICfxEEWRwsJCSQWL0tJSSkpK8PU1nGikpqbi5OQkOSCanJxMixYtJM+vtLRU1hDshx9+yOuvN2irNdN45M6TbBRFsUoQhKfQzpMMkfla7SdF8RvgGwAb3xBx2Z9xknqpunhpeFt2X87k7V+usO3pvg2qx+O6+LH0QCxfHohjRKhPkyfie7fS/r2cScjXmyz7utohipBdUqWz51eplj/gd+mmW1snPY5yao3ILxfSGNzGCy+nxhk9ZBVX8srmi3T0d+G98aG3XTXg8/0xXM/Q6gRvPZdKYYWSLedSicosoYOvE5VKDb1budPJ34XOzV0J9XPGoZGOcTVoe2YrTbK7AODrYseKh7qzIzKNV7dcYuLKE6yd3ZNgb3m7nW2aOfHJ/V2Y++N5Fuy8xocTpZWQ6jO5R3O+PZbAjsg0ZvfTWmAPadeMj36PIrOo0ujqry7Kq9V17NUziyvwcbE16ho5k5hPSaWKYSZQaZFi6YFY4nPK2PBobxxlXDPH43JZsPOayXTJ62N28DNzW/n6668bVJXr4+rqypo1a5g0aRKjRo1i7969d/AMTYtKpULOcGpUVBSXLl2SjFu1ahXXrxvuWhIEgeeee468vDyDcUqlUpZG95kzZ1i3bp3kuX355ZckJiYajBFFUVIGELQGIWfPnqVfv34G486fPy9pqgKQlSU9uKPRaGQ5JP6DXQObMk8i+VpduNpb8fn+GH5rhHKFi50Vb45uR2RKIT+fbWgEY6EQmHtPMNczitlngt7lIC9H3B2siTDQb+p7M0nJKKzQ+XW1RpRdWZYa7jsel0tWcRWTezRusE8URV7feolqtYYPJnZqspKGFKdu5NWxIX9lyyUW7r6OjaWC98eHsuHR3vz5ymC+fKAbcwa0pncr9yYnyqC9Tto0M33b3n1d/dn0RB/Kq9VMXHnCKMm2MZ19eWpQED+eTubXC9IuqfVp7+tMqJ8zW28Zch3SzhuAg9HZRq+ni/JqVR3znPTCSqP7lfdfy8LaUsGAENPoK+vjYkohXx+OZ0qP5gyUkfwm5pbxzA/nCfJyYMkDXW9L1ftflyxLJRagNarIzJS+2Z45c0YyJicnR9LgRBRFDh8+LPmmm5GRwZUrVwzGVFVVERERQUlJicG4qKgo4uIMS86UlpZy5MgRyYThxIkTktbGSqWygflHeXk527dv58EH/2ph37dvn15HtJEjR7Jnzx42bdpE//79DVo4i6LIhg0buHz5suS5v/322wZjKioqePfddyXNZc6dO8fkyZMNOhpaWlqyevVqlixZYnCt4OBgXnrpJUn76e7du/Ppp59KXjsBAQGcOnXKYIyFhQV2dnaSybyVlVUD50VdWFtbS7ojZmZmUl1dbTAGYN68eUyfPt1gjCiKbN26VdJUJT4+XvJnAfDTTz+hkOg3raioMGjdfpdTO08iCII12nmSHbcGCIJw6zbDrfMke4HhgiC43RzsG37zcwZp7mpPt5auvPTzRUk7aV1M7OZP71bufPR7FAVlDa+b8V39GNXRh68O36jjRNYYBEGgV6AbEQn6r2G/m9Xk9CLdQ37+rnZ6q9L1uZxmeLjv5I08mrvZMbS9t6z16rP5XCoHo3OYN7Kd7HNqLOeT8nlk3ZkGWw0vDgvh12f7MzM8EM9/oENgt5Zu/DK3L/6udsxed8YopYtXR7Rlcnd/Fuy8SrqehytDTO7enMtpRURnat/b2zRzxN/VjgPXTZMsl1WpsbslWTa2Yi2KIn9cz6J/sGedCrWpySiqYPyK41gI8PYYXfPIdSmuVDJnw1kUAnw76/bJI/7rkmU5W/jOzs4GE7EaMjIyJKtY1dXVdRzqdCEIAmvXrpW0Zr5y5QobNmwwGGNlZcUDDzwguXWyceNGfvzxR4MxxcXFzJw5UzIx+vjjjzlx4oTBmJ07d7Jv3746idHXX3/N448/XltVLigo4NdffzWY6Lu4uDB16lSGDRvG6NGj2bNnj864kpISgoKCJE0q+vTpw1NPPWUwxs7OjnfeeUeyV7ZHjx788MMPkgnWm2++yTPPPGMwxtLSkt9//x1/f8O9ib169WL16tWSv++FCxcyZswYgzHOzs789NNPeHsbfjMeO3asQem2mqrtokWL6NFDp7BNLb6+vpJ23SkpKVhaWko6/QmCIMs6OygoiPHjpX2Rpk+fLvm7tLOzo3///pJr3Y2IoqgCauZJrgM/18yT3JwhAe08yVVBEC4Cz3NznuTmYN/7aBPuM8B7NcN+hhAEWDWzB672Vjyx4SzZJdJ29HVfrx32a+lhz5cHGhYhLC0UjO7kS2RKIb9GGl/Bq0+vQHeS88trh53qU1NZzizSnfxkFVfWsSvWR7VKq+mrr19ZrRHZFJFM70B3o3teAdILK3h/5zXCWrnzcHig0a+XS3m1ipFLjjDpq5NU3NQpVgjgYGOBp6M1/m7Sxkh3O83d7Nn8VDgDQzx5+5crvLfzmqwHMwuFwAvD2lCuVDN/x1Wjjzu+qx+WCoGt51MB7d/CfV38SM4vM4kiSEW1GoebSa5KrSG7pLL2+pbDjsg0UgsqTGZEUh+VWsOGk4kM+vgQAOFBnrjYG0581RqR/2y8QGJuGSsf6kFLj9t3/d2+x4O/CankA8De3p527aQbxu+77z7JGH9/fx599FHJuJUrV0omPPfeey8eHoYnPhUKBZ999plkD2ivXr3o1auXwRhRFFmzZo3kA8bzzz8v6QYYFhbGpEmTav9fXl7Otm3b6vQqu7q6smLFCoPrgNbSeNSoUbz00kvMmzePzZs38/nnn9fpyXV2dpbcsgftz0uOrbFCoZC0bgawtZV3c5FytgMk3ftAe8OU01N2pxyNSkpKmD9/Pl9//bXJ1ly8eLFZAeM20ZR5ElEU1wJrjT2mt5Mtq2f1ZMrXJ3nyf+fY+HgfoySf2vo40TfIk68OxTOsvQ/96235junkyzdHbvDZvhhGd/JtkpxUWCvt/TYiMV+nha6TrRWONpZ65ePsrC1kmVukFVZyNb2YR2/2o9bncloRBeVKBrU1vt9SFEXmbb2EWhT55P4uJuvlvRW1RmTLuRQ+2xdD9k2XudUzezC4nXej2z1Uag0ZRZXkl1UjCCAgcOttrOZzXk7WeDra3FHXNidbK1bP6skHe66z9ngCSXllfDm9m2TvbAt3e14c1oZFv0Xx+5VMo5RIPBxtGNPZl4RcbXKsUAi09nLgq8Ol3Mgtld1DrQ8/V1uCvLTvcTmlVWhE+UoYSrWGhbu1m06hvqafKYpIyOet7ZeJzf5L01zOUN/Hv0dxMDqHhRM6Eh50e9Uy/nXJ8t+BVHUKkJWIgTy77gkTJkjGjB49WvK8/Pz8ZD1cyLHNrr9O/aoyGJ/QOTs789VXX3HgwAHGjh3L66+/zrhx44xaw4xpWbVqFRERESZbLyUlhcTExH9s9daMbjr6u/DZ1C4888N53tx+mc+mdDHq7/8/Q0PYeyWT17ddYt+LA+ts+yoUAq+PasdD357m+1NJzGmC4kN7XyccrC04k6A7WQboG+Sut7JoZ2VRW2E1RI2Or75+5SMxOQgC9A82vhf0x4hkjsbmsnBCR5NX1kRR5FBMDov3RBGdVUK3lq6sfKg7PQPlVxerVGoSc8uJzS4hNquUuJxS4rJKScgtw9pSUWu7rA87KwXWlha0beZEWx/tRzsfJ9r4OOF8Gx0JLS20luutvRx5d8dV3v7lMu+OC8XV3nAh5NH+rdh+IY13d1ylX7CHUW0BA0K8eGXzRa5nFhPq50K3llrZuMiUoiYlyxqNyLG4XNr6/JXoTunRnA4yEl+1RuTlny+SU6rdNXZohD22IURR5Nkfz9c+hNUgZaKz9Vwqq47cYGafAGb0CTDpOenCnCz/A5HzpiMngb9dT+q6qspNYejQoYSFhfH666+zZcsWvvjiC9zdb89WkBn9qFQqdu3aRWZmZqPkwXSxePFiswLGv5TRnXx5YVgIS/6IpaOfC4/2111V1YWtlQWLJnVi2jen+GxfDP8dW7d3sV+wJwNCPFl+MI6pvVo0OmmytFCw/MHutPbSX8wQBIET8brNS2ytLCivlpEsF2iT5RbuupPZwzE5dPJ3kS1ZVrtufjkf7L5O/2BPHgpradRrpUgrrGDlwVh+OJ1CgIc9Kx/qzqiO8lRIUgvK+f1KJvuvZRGdWUxhhTYhFgRo6W5PiLcjg9t50drTATd7axSCgIg2cap5LBFFbUUzr6yKmKxSojNL+OVCGiW3JNf+rnaM7exLO18nhnfwMckAYX1m9gnAz8WWZ344R0p+Bd8/Flan97c+VhYKFk/uzMSVx/l0bzQLdOiG62PgzV2UwzE5hPq50NrTEScbSyJTCri/kYOfAAXl1SjVIs2ctdeXr4sdn0zpIvk6URR5a/tldlz8a7Y3NquE7i1Np7EsCAJLp3djzndnax+cbCwVuBpowbiQXMAb2y4T3tqDd8ZJ9zWbAnOybMbkrFq1ijlz5shqM5CLo6Mjy5cv59ChQ9x33328+uqrsvpSzZgOS0tLhg8fzquvvmqSZDk1NZWEhAQGDBhgojM0c7fx/JAQiiuUfLI3Gj9XW6P0kcNaezCjT0vWHk9gbGdfutV7g543sh1jlx1j1eF4Xh0hT4dVF/e0M9zDH+ztyIHr2VSrNFjXM6ywl9mGkVpQgZWFoNO0oqhcyYXkAuYaaeUriiLLD8ZhIQh8dH9nkxY/9l/L4pXNF3Gxs+S/Y9szs09gg++9Psl55ey5ksFvlzO4eFMmr6O/Mw/3DaS1lyMh3k609nJoUtuMKIqkFVYQnVlCVGYJ0ZklnE3MZ9WRG9haXebeDj5M6OrHgBAvyfM1hqHtm/HFtG7M/fE8c388z6qZPQy2n3Rt4cqsPgFsOJXExO7NZRuLeDvb0sHXmcPROTwzOBiFQqBzCxciU6RnrAxRU7U11g1w+4U0Np2pO5Afk2XYIr4xqDUipVUq2vs6EZVRQnM3O73Xc0p+OXO+O8OQdl4smtT5tqu+1GBOls2YlIqKCrZu3WqyqnJ9Bg8ezN69e3njjTfYvHkzX375pWSftxktGo1G1o6DSqXCwsJC580qKiqKhx9+uHadpiTN5qryvx+FQuC1kVo5uP9simTTE7YNkl5DzBvZjgPXs5m39RK7nhtQJwHq6O/C+K5+rDmWwKzwwEa5p8kh2NsRlUYkKa+MkHqSZXZWFijVol7TkhpS8svxc7XTKWl1PD4XjYgsiaxbORidzU9nUlg4oaPklrVcqlRqFu2JYv2JRDr6O7N8encCJZQ1fr+SyfKDsVxJKwagS3MXXh/VjlEdfQjwMK0qhyAINHezp7mbPUPba4e7NRqRc8kF/BqZxu5LGey8mI6LnSWtPB0Z29mXvkEeZBRVklpQQWpBOc2cbRvVujO6ky/vj+/I279cYd6WS3w6xXB/+Csj2vL71Uze2HaZHc/2k53UDWrrxeojNyipVOJka0XXFq6sOnyDSqW60Q8aWcXanvuayrJcegW6M7azL7svZ1AjyBQrY6DVGIrKlbyy+SKtvRzY9nQ/EnLL9MdWKHlk/RlUGnh1ZDvcHKRng0zFXauGER8fLymrZebuY9WqVTz22GMmrSrXx8HBgaVLl/LEE08wfvx4tm3bdtuO9XciV983OjpaUmkF4I8//uDGjRuScREREXr7ktPS0vDz0/Z2Jicnc+HCBcn1ysrKKC4ubrDOjRs3GDhwoOTrzfyzsbWyYPWsntok5buztf27cnCyteKDiR2JySpl5aGGUpgv39sWtUZkyR+xpjzlOoTc7BWNy25YUavZjpfqW04pqKCFHqWIIzE5ONla0s0IW2O1RuTj36MJ8LBnWq8W0i+QQUJuGZO/OsH6E4k80i+QrU/3lerP034AACAASURBVEyUAapvPii8Nbo9R1+7h1+f7c9Tg4JMnijrQ6EQ6BXozsIJnTj95jDWzu5JzwB3IlMKWbj7OqOXHuOx784yf8dVVh9NYM2xhEYfa0afAF66tw3bLqTx4Z7rBu/RTrZWLLgvlOsZxaw14piD2nih0oiciNfq5ndp7opKI3I13Xgpxhqyi7WVZWMfKFu42/PckBBEER4OD+CRfoFM6t74dhBdvLPjCjklVSyZ1hU7aws6+DnTwa9hL3W1SsPT358jKa+Mr2f0IMirocjBheQCTsYb9htoLHdtsuzr68v06dNZv379P9kU4P8VFRUVbNmyhRkzZtyR4w0cOJB9+/Zx9OhRHnzwQVlmIHcDoigSGRkpeV1nZWXxzjvvUFVVZTCurKyMSZMmScYVFxfz1FNPSR735MmTrF3bUASh5nU1leQVK1YQGRlpcC2AN954g6Kiujf6xYsXM2/evDprf/fdd5JriaJIerqkN4b5nnGX4eFow7pHeqHSiMxeF0FRuZKyKhXxOdJbukPaNeO+Ln6sOBjXQKatpYc9D4UFsOVsCnHZpq141VDTzxyrI1muqfRVSvQtpxWU6xzuE0WRwzE59AvylO0ECLDjYhpRmSW8PLytSbahf41MY+zSo6TkV7B6Vk/mjwuVLWE3rrMv25/px+MDW+vtyb5TWFsqGNKuGWtm9yLizaGEt2442zK6U9Os0p8bEszD4QF8eyyBF38yfP8bEerDyFAfjsflyZZR7N7SDUcbSw7HaN/Palo4IlOakCzfPHZjnCF3XEzT2s0PDWH+uFAmdGu8FXvDtdP5NTKd54eG0Lm5/ofFmt7pE/F5LJ7UWafyxYXkAmatiWDBzqsmkdqrz12bLNvb2/PHH3+QkJDAhAkTSE1NlfU6uW+ScuJMuZapj2kK5B5LjqlEdXU1K1eu5NFHHzVoGlFQUCDrmHIS37y8PBQKBV988QVz585l0qRJbNmypU6MRqMhKirK4DqVlZWcOXNGr1kKgFqtZuPGjaxfvx61Wv8b49WrV5k5cyY7d+7UGyMIAqdOnaJr167Ex8frjfPx8eHq1auMHDmSigr9IvehoaHs379f0nxFpVJx4MABdu/ebTDu1KlTbN26tYH+dkZGRm1VuaysjHXr1kma6ERERLBixYo6rRppaWnExcUxaNCg2s8tW7ZM0rlRpVIxa9YssrMNi/SnpqayePFigzEAhw8flryvKJVKLl68KLmWGWmCvBz5ZmYPUvIreGR9BPctP8bIJUd0mo/UZ/64DjjaWLIpouHf6HNDgglp5sQHu6UNqRqDvbUlzd3sdFaW7WVUlsurVeSWVutMJOOyS8koqjRKMq5KpeazfTGE+jkztomJn0qtYcn+GP6zKZL2vs789p8B3GuklfGdlHQzBm9nWzY+Ec6rI9rW+fzFlMImtRIIgsD8caGEeDvyS2Q6Y5ce1bueIAi8NrItx+Jy+Oaw9K4eaBP+vkEeHI7OQRRFvJ1t8XOxbVLfclZxFS52Vka3cYiiyM6LGfQN8sDTyOFTKTKKKnh7+2W6tXTlmcFBBmNXHopn87lUnh8aotPhsiZRdne0Zu3sXrdFPvGuTZZBq1W7YMEC3n33XR566CHWrFkjmeBt2rTJYDIDEBMTI2nYIYoizz77rKRT3rFjxyT7Lquqqpg2bRpnz541GLdhwwYeeughgzHXr1/ngQceYNeuXQbjnnvuOebOnWvQnW/Lli1MmDBBsjo4bNgwlixZYvBnv3HjRt577z3Gjh2rN6ayspIhQ4awceNGg8f76KOPGDVqlEGnvJMnTzJixAgOHz4MQL9+/di7dy+nTp3igQceIDs7m+rqaj777DMWLlxo8HgZGRls3bqV6OhovTEWFhb079+fq1evGuz7DQ0NZcaMGdjZGe4hfPLJJ5kxY4akdN/LL7/MBx98YHA9GxsbNm7cWKdSq4uwsDAiIiIM/o4APv30UyIiIhq00kRFRdXqk1tbW3P8+HFeeuklg2v16tWLI0eO4OLylxnDRx991OBcp06dKnn+lpaWzJkzhy5dDE9xu7i4yNJId3V1la3LbsY0hLX24JURbTifXEh8ThlKtcgRGbbCHo42/DK3H/8d217n1yZ28+dgdA4Ho0zjdlafYG9HnZVlVztrerdyNyh/llagfdDVVVl2d7Bm/rgOtdbGcth4OpnUggpeG9muSUlBlUrNMz+cZ9WRGzw3JIhNT/SpdSz8NzH3nmCeHxoCaO3YozKLGbHkCG9su0R2sXGmOTUoFALbn+mHpULgSnox935xhPuWH2NjRDJl9a6F1l6OTOjmz/enk8gpMbz7V8Ogtl6kFVYQn6Pt3+3SwpVEA728UmQVVxrdrwwQmVJIcn454/TIKjYWtUZkwY6rtPJy5IupXQ3uqiz+7Tqf7I1mfFc/XhwWovMcZ62JwM3Bmo2P38ZrWBTFu/KjR48e4q1UVVWJCxYsEMeOHSsmJSWJTaW8vFwypri4WExOTjYYo1arxZUrV4oajcZg3Lp168T//e9/BmPOnj0rdunSxWBMRUWF6OnpKe7bt89g3KRJk8QpU6YYjFm/fr3o4eEhZmdn640pLCwUbWxsxN9++83gWu3btxcffPBBUa1W64358ccfxdWrV4tlZWV6Y4qLi8VTp06JFRUVBo9niOPHj4v9+/cXN23aJPl7MSOfFStWiFu2bGnSGmlpaeLIkSNNdEZ3N8BZ8S64l97Jj/r37fok5ZaJXRbsFQPm7RID5u0SA+ftEl/86YIRP1XdVCnV4uBPDor3fHpQrFLqvwc1loW7ropt3tojqtR17ycRCXliwLxd4pEY/ffQY7E54pilR8QzCXlNPo+SSqXY/b194gOrTjbp3lZepRJnrjktBszbJa47dqPJ53W3o9FoxB9PJ4nHYnPEvNIq8d0dV8SgN3aL7f/7m/jF/mixtFLZqHXf3n6pzrUcMG+X+Pb2yw3ibuSUiq1e3yV+sPuarHWT88rEgHm7xG+Pan83X/4RIwbM2yWWV6kadZ7jlx8TZ3x7yujXvbvjihjy5h6xsLy6UcfVx5L92u9n89kUvTHRmcXiI+u012jwm7vFSmXD7/1CcoHY8Z3fxQEf/SmmFUjndFIYumff1ZXlW7G2tuadd95h4cKFzJo1i9WrVzepZUGq8gfg5OREixaGhycUCgVPP/205FbU7NmzGT58uMGYHj16SFapbW1teeqpp+jY0bB2Y3h4OI888ojBGEtLSz7//HO8vPRvAV67do3NmzczcuRIvTH5+fnY2dmxfv16g1XX6dOnM2fOHIOVOicnJ8LCwmQ75emib9++7Nu3j3PnzjF16lQyMzMbvZaZv7i1stxYdFWVzfz/Ib+8mopb+ntFtGoKTe0xtLZU8N+x7bmRU8aGk4lNWksXwd6OVKk0pBbUbU2q2Zo2VDHMLKrkSlqxSbax1xxNIK+smtdGtm10+0NJpZKH10VwNDaHjyd3ZrYeV0F9VKs0TRo2ux2IoljnuqqPIAhM792SfsGeN6v5ofzx0iAGt/Vi5aF4HvvuDJdSjW9zGBH6VxuMCLjZWzG9d0O961aeDkzo6s+Gk4nklkpXl1u4a3Wta4xyagYtk/IbV122t7agk79uq3V9qNQadl/KYHBbL1zsTGf+cupGHl8eiGFSN/8G2tGiKPL7lQymrjrJ8C+O8GeUdtdp/SO9G/TQR6YUMvPb07g5WN+RXZF/nHRcly5d2L9/Px999BFjx45l5cqVBATcfvcWU+DtLb3VNm3aNMmYF154QdKUY/z48bRubVgeZ8CAAZIPA71798bCwnCf0/fff88zzzxjsFf5TmNnZ8fHH3/M6dOnmTJlCk8//TTTp0+/a/vrpEhMTKRly5aypN9uF7GxsQQHG6cFeyvp6elER0czePBg052UmX8UXVu4cvbtYey+lMHGiGQuphZRXq1mzoYzrJ3du0lr39PWm0FtvPjyQCwTuvmbtMeyZ6A7LwwLwa5ez2fNwJShZLm4UgnQ5IQjr7SKb47EMzLUxyj5vVspLK/m4bURXE0v5ssHuul1LdSFKIr8cT2bD3Zfo6hCydF5QyTtn+tTVqXiekYxV9KKKKxQkldaTZVKTZVKQ5VS89e/VRrtA4pSTUsPBwI97AnwsKeluwOejta19/GYrBJ2XUxnx8V0EvPKOfraPbKHDAM9HVj5UA9Oxufy8s8Xuf+rk7w1pj2zwgNkv0/0auWGjaWCKpW2ZfCRfoE6lRwAnh0SzC+Raaw+coM3RjdsJ6rPrYOIrW4qiyTmltPOxzi76ZJKJSfi8+hnpDvk0dgc7KwsmNrTNGoroL2G/7PpAoEeDrw/oWHB72p6MU99f77O5zwcrOlbb6AvMqWQmWvuXKIM/8BkGcDKyoq3336by5cvM3v2bKZNm8YTTzzxtyYSpkLOH6kcXeGQkIa9PfVp2VLa8UkqUa6srOTnn3/m4MGDkmv9HYSFhbF//34WLFjAtm3bWLZsGb6+TRuK+TtISkri448/bjAsZwxVVVXY2EgnECqVitLSUlxd604nV1dXy3q9PsxVZTOgldR6oHdLHujdknOJ+Uz++iR/RuVw+kYeYa0br5kuCAL/HduekUuO8tm+GBZN6mSycw7ycuSFYW0afN7B2gJbK4XBamFRhTZZdmqiTfDW86m42FvxyoiG5yGHnJIqZq45zY2cMr6a0cOoQb7ozBLe33WNY3G5BHk58MW0rpKJclG5kqvpRVxJL+JKWjFX0otIyC2jZkM4xNuBvDIlNpaKmx8W2Fhp/21nZUFJpZKLKUX8ejGdWzeRrRQC3LwFKtV1dyQac2sMD/Jk9/MDeOnnSObvuEpEQj6LJneS5QppY2nBhK7+XMsoxt7aghUH4xnZ0Zc2zRpaU7f2cmR8V382nEzi8YGtjXqYC/DUPgAk5hlfWa7RLQ4y4FKpi5/PplJcqWRAG+Mt2HWh0Yi8vPkiBeVK1s7updNtsb2vM1N7Nufns9rBa4WgldK79T3vfFI+b26/gpu9NRvvYJ/9PzJZrqFTp07s37+fTz75hLFjx7JixQpatTJuS8lM01i9ejWzZ8++q6rK9bG1tWXRokWcOXOGadOm8fjjjzNjxox/VJW5S5cuDB48GBsbGz7//PPacy8rK8PCwkJW28qiRYuYP3++5PcdERFBTEwMs2fPrv1caWkpDg4Nb7a7du2SHBgEc1XZjG56BLpz/r/3cv9Xx5nz3Vl+ejJcb2VODsHeTswKD2TdiQRm9GlJqJ9xW8/GIggCXk42hivLFSocbSyNkoarT3m1iuV/xjEgxItg74aJmBSZRRU8+O1pMgorWTO7JwNC5Klv5JdV88X+GH44nYSTrRXzx3VgRp8AWXJ1D6059X/snXdYE1kXxt9QhEWwIPYC2LFhLxQrKlbsuqJid127qwI2dO29rF2xl8W2okFEiqKAoogoSJXee4eElPP9gbACmUmCoK6fv+fJo8zc3LmZTO6ce+fc9y01Kmla5xd0aFILZvpN0alpLXRsUhsNa6nI1AfzhSLEZRYiJr0AUen5eBKSAr+YLOTwyi6kU+BAJutxSdStWQO2Fr1w+lkE9j8OQUBCNo5P745OMqQu7J7YGRwOBym5PIw4/BzLrr+F/VJDicoTSwe3hr1fPM4+j4D1COmzyyXUUlVGvZo1EF2JYDni0yLBlhJ0iZlIzeXDOTAZsw10ZJYQlMY5jwg8DUnFNrOOjL/LIqEY4Sl5UORwICKCmIC+nw2gX0VmYM6FV2hVXx3nFvSsMjMeWfjPT8UqKSnB2toa+/btw7x583D8+HFWFYWfVB08Hg92dnaYNWvWt26KTPTq1QvOzs4ICQnBxIkTZdLr/VYIBIIySix16tTBsGHDEBsbC4FAULq9Ro0a+PXXX1ml5Up4/PgxLl68KLWcs7NzBQm+0NBQtGtXVoIpKioKNjY2UusDinP2LS0tpd4cv2Qdwk/+m2jWrIEr8/tCXVUJs86/Qky67KYlklgxpA3qqtXAnw8Cv8r1pKWuglQpM8u1vnBW2d4vATk8IWYb6sj93lyeAL9f80UtVWVcntdbpkBZIBLD1iMSA/c9wfVXMZjZVxtP1wzEHENdmXWd1wxrhyvzesN301B4Wg3G2Vk9scKkDYboNUSj2qoyT1aoKCmiVX11DGrfAHMMdXF5bh+83zIczqv6o02DfwNAMQHDDj3DsEPuOOgciqDEHLm+fwUFDhYPLFYF4QvEmHDSC1dfRkuto+RzNNBQxf4p+ghJzmWUMWxVXx1j9Zvgslc00mXIXf4cHa2arO52TESk5kGBA2jXk13V545vHIRiwrTeVZOC8TYmE3sfhWBEp0aY0Vdy2qxQJMbS677wjc3CX9O74fTMHuijq4nBesXpq54f02Bx/hUa1lbFmVk90YzB5Ke6+M8HyyV07NgRjx8/Rn5+PkaOHMmqX/uTquHcuXOwsLBAjRpfz3LyS1FRUcH27duxYcMG/Prrr7h06dJXD9CioqKkDuiUlZWxYMEC3L9/v3Sbg4MD8vLyymhQKysrIykpCWZmZlIDZj6fjx07diAri30hi4eHB168eFGmnKTFfZs3b0ZMTAxrXQBw4MABvH37VuqsclBQEOzt7aXWx+PxfgbVPxhN6/yCy3N7QygWY+Z5b5kNHCRRW00Zfwxri/T8Ijj6J1ZhKyVTX10FabnMWtE5PAFqfUG+MhHhklcUOjSuhZ7a8uUqi8SE5Tfe4l1cNtYOb4deOuxrXYBiHeIRh59hGzcQ+s3rwHGFMbaadZLbWnhguwYwblMfmtVkSdymoQYerjDGiiFtPj2u18KWMR1QV60GjrmFYcSR5xi0/ykueUXJFZj20tGEw3Ij9G1ZDzscgrDnUTBEMi5AHdSuAeYb6eLKy2g4fZC8sHzp4DbQa6yBO76yeUeUoF1PDdGVGEiGp+WjuaaazDPERAS717HopVO3Uk8xypNdKMCyG2/RsJYqdk/sInGQRESwuusP1+AU/GnWCSM7N8bwjo1gt6gftNRV8CQ4BXMuvoZ2PTXYLeyHRrWrx9qejR8mWAaKZ5nXrVuHQ4cOYdGiRfjrr79+zjJXEzweD3///TcsLCzkep+sQU5VlytPjx494OzsjIiICIwfP14u0xumY/L5fJw7dw6PHj1itWrPzs6Gnp4ebGxsEB0dzVhuypQpMDMzg6WlJYgISkpK2LBhA3bs2FGmnKGhIcLCwqSadRw8eBD6+voVcpHLs3nzZixatAjq6v/O2pQPlkUiETQ1NWFkZMSqa/7+/XtYW1ujT58+rDNJz549g4GBAdq2Zc/H9PT0xNq1a6XOSr1+/VomFZTyNtw/+Xa0aaiB87N7ISWHj9nnX5cujKsMU3s2h1oNRWx5EPhF9chCfQ0ZZpa/IFj2jsxAcFIuLAxkX3hWwm7HIDwJScXWsR2lLvAiIth6RGLCSS+0qFcTthY9cXlub4n5t98LyooKWDW0LZ6sGYj9k7titqEu7Bb1g/d6E+wY3wnN6qrhvGck+u99goPOociV8Vqop66Ci7N7YfHAVjjlHoGVdn4QiGSLJdaZtkeXZrVh9zoGGRIMd1o3UEetX5Rh6xEJoYx1AsWL/BKzeayqH5IIT8lDSxlsy0vwjsxAZFo+pvWSvqZJFvgCEZrXVcNf07sxLnLd/SgYt9/EYcWQNphZbub5UUASFl7xQduG6rixoG+lXAirgh8qWAYAPz8/6OnpwcnJCXw+HyNGjEBYWFiZMllZWVKdxwDA1dVVqoVwbm5umdk/Jt69ewcvLy+pdUVFRUl1zAsMDJR6vMzMTJmCBVnqSkhIqBCI2draYtasWaWzyuHh4Xj16hVrPUVFRVi6dClrIAkAT548wbZt21jLpKenY9asWQgKYnbtSk5Oxq5duxjTRErkCPX09KCnp4fFixczBsJBQUEwMDBAvXr1GINDFRUV9OzZE7NmzcJff/3F2C59fX38/vvv2L17N6tpjJmZGaZNmwaBQFB6kzQ2NkZcXBwiIyNLy23ZsgXLly9HcnIyY10AMGDAAGhpaUkdYDRs2BCNGzcuY0pSPlhWVFSErq4udu/ezboItF69etDS0sLy5csZyxARXr9+jRYtWkBPjzmPj8fjYcOGDRg+fDhr+9+/f4+tW7eiYUP2BUw7d+6U6u5YUFAg1ZDnJ1VH9xZ1cXJGd4Qm52LNTT/wWJzx2FBSVMD2cZ2QmsfHwcehVdzKsmipqyAjv4gxmMopFHyREsblF1Goo6YMs67y2QzbvY7B2eeRmG2gw/jou4SCIiFW2vlhGzcQg9s3wOFpXTFEr+F/Zl2Hdr2aZYKo+hoqMO+jjavz+8DWohcGtKuPo65hMN77BGeehct0XSkocLB8SBtYjWiPB+8S8Ps1X/CF0t9XQ0kBeyZ0hntoGvY5STa6+rV3CyTn8PEkRLohT+lnrIR8nFhMiErPlytf+e9XMdBQVfpiW/ASGtRSxfUFfdCdQcHl8osonHaPgHmfFlhZznTk/rsELLnui85Na+Pa/L5yP92oUpgEmL/1S5q4PRPPnz+nrKys0r+Dg4PJxMSEDh48SEJhsah1fHw8HTt2jNVAQywW086dO+nUqVOsx3v69ClpaWlRWloaY5nU1FTS1dUlc3Nz1rquX79OTZo0ITc3N9ZyY8aMoYSEBNYyd+/epWPHjrGWKSoqokGDBrGW8fDwoClTppCvr2/pNh6PR4aGhsTn84mo2CilefPmZGxsTEVFzOLl69atIwB09OhRxjL379+nli1bkrm5OWNdBQUFtHv3blqxYkWZdpUnPT2dHj9+TNeuXWP9jGKxmNzd3Wn16tU0ZswYRiMaoVBIXl5erHUREQUFBVFubq7UY/r5+UmtSyQSVTAfeP36Nc2ePVvqe7+E8tfz4MGDK1XPqlWryMXFRaay0s4ZUfG1VvI7ZqPk2mRDIJDNiICtn2ADP01JKs0Dv3jqvcOZZp/3/iKTkc33/EnXikvvYjOrpF2SuPsmliad9KTYDMlmS/12utBqO+m/dUnEZxZQS2sH2imjmUUJL8LTqPV6B5px7iUJhOznLyotj4YfcicdKy4dcwsjkejHNHJ6H5tVasTSe4czXX0ZRUVSzk0JFz0jSduSSzNtvWU2Btl6/wPpWHHpfWxWhX1FQhH12u5Mcy68krn9fjGZZLzHjVyDkmR+T2xGsbnJ1ZdRMpXPyi+iNhseSjRWqQ6ue0dTa2sH2mIfUMHw5+brGNK14tLkU16UW0nTGHlh67O/eefK9KqqTpeoOMg5dOgQmZiYUHBwsFzvlcXpLyIiQmoQFRAQQL169WK98fr5+VHNmjVZnf5SU1Opbdu2NHToUMYyIpGIfvvtN5o/fz5r0DB79mwaM2YMa5Ayb948UldXJ3//f388x48fLzOIOHfuHDVu3Jju3r3LWM+HDx/I2tpa6vnPzs5m3V/d+Pn50cCBA+nMmTPftfvfpEmTKCgoSObyXC5X5rJ8Pp+WLl1a+l0IhUIyMTFhLM90nhITE2no0KHf9XmsTn4Gy1/Gde9o0rbk0m9XfKQGfExkFxZRz+3ONPro8wo346rCPSSFtC259CJc8oTJr2de0H4n+e47Jex7FEy6VlyKSWd2PS1PdFo+dd3qRIP2P5HqvOYWlEydbR5Rly1O9DSE2YXwR+JFeBpNOOFJ2pZc6r/Xje69jZNpgGD3KoZ0rLg0RcbgLbuwiHpse0zjj3tIrL/ku5XVeS45p5C0Lbl0yStSpvJE/16bXh+ZJ/M+54JHBGlbcikgvmKAX9XcextHOlZcspAwIL7yIpJ6bHtMM869rLRrYWVg67N/uDQMSSgqKmLlypU4ceIEli9fjgMHDrDmWX6OLE5/urq66NevH2uZjh07wt7enjVHUl9fH1euXGFVadDS0sKAAQOgocGcR6agoID3798jICCAdfGdj48PiEiiJFgJb968wdGjR0sdA/l8Pq5du1bqDkhE4PF4CAoKwvjx4xnr6dChA3bu3FlBUaE8tWpVXjaqKtDX18fjx4+RnJyMMWPGsOYUf0s2b96MP//8U+byJ06cgLu7u0xl3dzcYGdnV1p/dHQ0dHR0GMvb2tpK3L5v3z6sW7fuP/Mo9yffF7/2boFNozvAMSAJa2+/r5TLXy1VZWwe3QH+8dm48iKqytsIADqfDCOYZL3eRGeiSCj/2hmeQIQbr2IwRK+hzEYbOTwB5l16DTEB5y16MaZ/iMWEwy6hmHvpNZrVVQN3mREGtJVNTu6/Tt+W9XD7t344P7snflFWxIq//eAdmSH1fVN6NcfhqV3hE52JmbbeyC5gz3+upaoMS9P28I3Jwt23FVMPp/ZqDgJw0ydWpnbXVSu+l6fnsadpfk54ah46NqlVRjWECSKCx8c0jOrcqNolF50+JGH1zXfoo6uJUzN6oIaSQmkbDruEYuO9DxjcrgHOzuqJX2pUjXTdl/J/ESyX0KZNGzg6OkJZWRnDhw+Xmq9Y1TRu3Fjq4qrx48djypQprGVsbGyk6kkPGzYMkydPZi2jqamJY8eOMQYzPB4Pq1evLmObXT5XmcPhYMmSJahdu3p/XF+TEtObXbt2Yfbs2Th16tR3t1C0c+fOiI2NZc2D/zxnXSAQYOHCheDxpKsMODk5ITs7Gzdu3ADAbnMdHR2NNWvWSDy2v78/hgwZIvV4P/kJE/OMdLFmWFv88zYeG+0Dih+HysnoLo1h3EYL+x+HIjmn8iobTDSpowolBQ6jUoGYCAoK8g8Y3UNSwReKYNFPR6byRIR9j0KQzxfi5IzupRbJ5cnnCbHwig8Ou4RhfNemuLPYQOZg/EeBw+FgcPuGeLjcGJfm9kbfltJVQgDArGtTnDDvjg/xOfj17EsUFDGvOQGAid2boVuLOtjtGFxhoWlzTTUYt6kPu9exMqltKCsqoI6assRFg0y8j8tGel4RtGRYFOf5MR0uQSkY1F52s5rK4B6aimXXSr7TdAAAIABJREFU36JLs9o4Z9GrVI9aLCZsuf8Bh13CMLF7M+yc0FmiVvW34v8qWAaKZ12XL1+O06dPY+XKldi7dy/rIqtvAdssHgA0bdpUYoDyOcOGDcPEiRNZy+zYsYPVKlxVVRUzZ84s/ZvP5+P69etlgucfmRLTm8zMTIwePbrMorrvgQkTJmDUqFGMC/tOnTqFN2/eAABGjRqFZs2ayRQsr127Fo0bN0ZiYiKSk5MZg2UiwsKFC5GXl1dh3759+yqoVnh7e+PDhw+yfryf/ARAsdTW7wNb4bp3DLY7BMkdMHM4HGwz64QikRh/cqUvaJYXJUUFNK37C6IzmIJlQLEST1euvYpBfQ1VGLaWzdXwjm88rryMxsx+OjBoJVn5IocngLmtN3IKhfjTrCMOTNH/bmbuvgUKCpwKDnHSGN6xEc5a9MQQvQYV7M8l1b91bEek5/Nx1CWswv7pvZsjMZsH91B2JaMSNGvWkCtYDojPRqemsj2tveAZCS31GhijX30Ot94R6Vh0xQetG6jj4uzepS6QRUIxVtr54dKLaCww1sW+SV2+yMSnOvi+WvMVadWqFR4+fIiaNWti+PDhMqlCfE80atSIdX/fvn1ZA2EAMDIykuuY58+fx4wZM/5TuspfyuemN/Pnz/8qpjc+Pj5wc3OTWs7c3BxZWVmYNWuWxDYpKirC3Nwc+fn5WLFiBcRicRk5OCaICHp6evjjjz+gpqbGGiwbGhpi9erVZbYnJyfj/fv3MDExKd3m6uqK0aNHo1WrVlKP/70NXn/y7Vk7vB1mG+jA1iMSB53lV7fQ0aqJZYNaw+F9Ip6GyBaYyIN2vZqMZioiMUHeieX0PD48P6ZhRKdGMgVysRkF2HL/A3rramJh/5YSy2QXCDDznDc+JGRjvrEuZvXT+c+lSPnFZmHpdV+cffZtfRQGtK2PP4a1k+n8dWlWB9N6tcBFryiEJeeW2TdEryG01FVw3Vu2VIx6NWuwWqt/TkGR8FMahvSnvpFp+XANToF5H+0qc+wrj19sFuZd8kGzumq4Mq83aqspl7ZzwWUf3H+XAEvT9lg/Uq9ST2Kqm//bYBkonmVesmQJzp49iz/++AO7du36YW7UVd0Jls9V/n+jY8eOcHJyQn5+PkaNGlVp05vk5GSpM2Ndu3bF77//jhEjRuDdu3eM5Ro0aIAjR47gzZs3EutUV1dHeno63r59C6B4AOXt7S21jQKBAGKxGA0bNoSGhgYiIyMlPu1QUFCAu7t7BZm/devWlZlVTkxMxJw5c9ChQ4cKttyFhYVwdnYGUBx837p1CxcuXJDaxp/8f8HhcLB5dAdM7dkcf7l9xCl3+X9/Cwe0xKjOjbHZ/gPy+VXbz2trqknMWS7Js5b35u8YkASRmDBGv4nUsmIxYc2t4n7iwGR9KEo4VlZBEcxtXyIoMRenZvTAsI7sky1fC5GYkJzNQ3hqHmIzCpCSw0NWQREKioSlGsREBPfQVEw5/QLjjnuC+z4RLkFVP+CpTtYOb4eaKkrYVs7ZT1lRAZN7NENKLk+mFCF5ZpaDEnMgJqCzDJbdFz0jUUNRAeZ9q0ZbuTyhybmwOP8KmjVr4Oq8PqinrvJpew6GHnTHs9BU7JrQGYsHtvpuB3Bf5sH5g9CyZUs4ODjgzJkzGDZsWJkFbT8p5sKFCzA3N4eKyrcRBP8eKDG9GTt2LBYtWgQzMzMsWbIECgoKICJER0ejcePGrOcoODgYgwcPxogRI/Drr7+iR48eEo+zY8cOzJw5E76+vtDX12esb/ny5bh16xZWr16NI0eOlNm3cOFCfPz4sXQBp6mpKR49egRDQ0PWzykQCCASiVCvXvHjX7FYLFFLOSEhAZqammU+759//omXL1+WsdXm8/nQ09ODpaVlmfd7e3vDwsICR48eRWpqKhYuXAhHR0fExjLPshARHB0dkZaWJtVmnc/n/19frz8aCgoc7JzQGRwOcN07BkoKHMw3ljyLKgkVJUVYGOhgyukXOPA4FJvHdKiytmnXU0MOT4isgiLUUfv3yZvo0yBW3jSMB+8S0LqBOto3km4IYusRCe/IDOyd1KU09zi7QIDN9gGwMNSBbr2aMD/njY+peTg9swcGtW8gV1u+lDy+ELEZBYhOL0BsRgFiPr1iMwoQl1kIVWUF5PDkG7wUCkTILhCUzk5+72jWrIEDk/UlWk5P6N4EJ93D8SggCRYGOlLqUYFPVKZMxwyILxYT6CQlWM4uFODWmziM1m+MBhrV44zXsJYqjFprwWpEe6goKcDeLx6PApLgGFC8rmb3hM6Y1rtqAnWxuHJrBKTxwwXLRCTTyEQoFJYxXVBQUMBvv/0GU1NTLFmyBAYGBli6dClq1aoltb7U1FTUr//jriQuKirC1atX4erq+kX1yPrdREZGombNmmjQgLlTJyI4ODjA1NS0zPdYntjYWAQGBjIaWQiFQgQGBsLb2xvGxsYS0w34fD5OnjyJyMhIKCkpYffu3XBycsLhw4cxYsQIHD9+HK1bt8bHjx/RvXt3qKioYP/+/TA3N69Q14ABA7BixQosXrwYHA4H+vr6Ets/YcIEdOrUCatXr0bDhg0xcuRIxs947do1dO3aFVZWVmjc+N98s5o1a2LKlCm4efMmunXrhn79+smkoCEQCCAQCKCpqYn09HRoakpe/MLlcjFmzJjSv2/cuAEbGxts27atzPdsaWmJPXv2oGvXrqXbsrKyMHPmTBARTExMkJKSgsjISFhYWDD+lvLy8jB27Fi8f/8eISGSxf6BYoOc9evXw8TEBAsWLGAs9+LFC4SGhmLWrFmM16VAIICvry+6dOkikzLO/zthKXl4H5eFLs3YFzJXFkUFDraP64RlN95iu0MQlBUVpAYYn9NbVxMz+rbABa9IjNFvjG4MRgny0uJTkBqdXlAmWBaT/DPLSdk8vIrKwMohbaX2lyFJudjnFIKhHRpico9mpdudg5Jh/y4BDv6JaKChgrT8Ipyd1fOrKF7wBCK8iEiHa1AyErN5cC03C6yhqgTtempo31gDwzo2QpM6qtBQVYJARCgSiotfIjH4AhHexmQhMj0fidm8Mooi7+Oyof/nYzSurYr2jTTQvnEtGLXWQk+dutWWRvClmHSQvHCuTcNitQrHgESp17KWeg1kFhTJFBAGxGdDS70GGtZinzC45ROLgiIR5hqyiwZ8CbV/UcbhaV0x/5IPnoWl4vMHoSM6NaqSQDklh4ctDz5AV6sm1g6XvCD9S/jh0jB27dqFjx8/spYJCAjAtGnTJKZc6OjogMvlQktLC23btsWmTZtY6woMDESXLl2kOgJu2bIFd+7cQUEBs7d7dHQ09u/fz1oPUDx7J81Z0NfXFw8ePJBal7TPBwC//fYb+vbtyzpLFx0djWXLljHuJyJs2LABc+fOZXX68/LyQp8+fbB48WLGMmFhYRg1ahTGjBnDmNsrFApx5MgRdO3alfUzxsbG4tq1a9i4cSNjAKaiooJZs2ZBJBLB3d0dSkpKUFRUxB9//IGjR49i8eLFOHz4MAYNGgQvLy+0aNGCVfVk4cKF8PDwQIcOHRgX3HE4HLRr1w63bt0qlTlMSkqS6FjYokULjB07VuK5MDIygoeHB4gINWrUkOn7btq0KfT09FCvXj2EhIQwKmH07t0bY8eOLf07Pj4e6urqmDp1auk2IsK8efPKBMoA4OzsDGNjY5w+fRoKCgooKCjApUuXsG/fPsZ2qaurY9asWdi7d2/prLckNDU10a5dO8yfP5/1cyYmJmLgwIFSA5KoqKifgbKMCEVijDvuia0PPiCvilMdSlBSVMDRX7thaIeGsLn/Ade85ZN3tDRtj0a1VGF1x79Skm6SKFGeiCqXilGylEBBjpllB/9EEAGjpSy04gtFWGnnh1q/KGHXhM5lF9NGpEOBAwjFhIRsHsZ0aYL+bdjtrr+EtDw+bvrEYtEVH3Tf5ow5F17jrm88aigqYO3wtjg2vRseLDXCu83D4L9lOLjLjHHCvAesRrTHrH46GN+tGab0bI4ZfbUx10gXvw1ohRUmbXFxbm+4rx0Ev81DsXZ4O6h9WozYU6curEa0Rx9dTSRm83DlRTRm2nqj5zYXrLLzw+MPSZV2f/wWjOjcGK8iM5Cay35f16xZA2ICsgql23YHJOSgY5ParP2bUCTGBc8o9NbVlDoD/aUoKXAQn1VYJlBW4ADbxn3ZU3yxmHD1ZTSGHHCHS1AKNFSr6WkDkwDzt359ibi9LCYIKSkprK57RMXufO3bt6d169Yxusn5+vrShAkTaMCAAazHvXz5MgGgM2fOsLbb1NSUwsPDWc1Ltm7dSk5OTqxtd3Jyoj179jAex8XFheLi4mjKlCms9SQkJFCtWrUYzUIEAgEdPnyYDA0NKSQkhLGeHTt2EACaOXMm43ny8fGhCRMm0OLFi+ns2bOM5SIjI+nNmzfk7u5OUVFRrO0XiURSyxAVuxnm5ORILZeZWdEJrMT0ZujQoRQSEkL5+bIbCMiDWCwmfX19OnnyZIVzk5KSQoMGDZJ4zpYvX06vX7+W61hLly6lDx8+kK2tLV29elWm9+jo6NCNGzek/v7evn1LJiYmxOPx5GpTCf8VkxN8B6YkAEwBhAD4CMBKwv7VAAIBvAfgCkD7s30iAH6fXvdlOV7X7t1p4z/+pGPFpb47XcgpILHqT+wneAIhzbnwirQtuWT3SrLrJhMugUmkbcmlIy6hVdKWfJ6Axh/3oONuYWW25/IEpG3JpdPuH2Wuy+yYB4088kxqud2OQaRtyaXHHyo6uvXd6ULaltwyL/+4qjWaCE3KoeNPwmj8cQ/SsSo+Rt+dLrThn/f0JDiZCouq3kwiI49Ph51DyfNjapntBXwBPQlOpnW33pH+VifStuRSh02OtPS6Lzn6J3xVY4vKEJSYLZPT3gO/eBp99Dl9TGa/VxUWCamVtQPtfcRuXOXon0Dallxy9Gd3BK4qrr2MKr0eday4tOCSfPel8oQk5ZQazPx65gVFpOZ9UX1sffY3D4qZXlXpBPUliMViOnfuHA0YMIDevn3LWC4wMJDi4+MZ9+fk5NCyZcuoU6dOrDd7Hx8f6tGjB927d4+xzNu3b2nJkiWs7XZzc6Pt27dL3Ofk5EQLFiwgW1tbOn/+PGMdIpGIjIyMaNmyZYxlbG1tCQDt2LGDsYyvry+tWLGCXFxcWO2w/+uEhobSsGHDaP/+/TJZMleGnTt3EgC6c+dOhX0bN26kf/75p8J2Dw8PWrNmjVzHmT59OiUlJdHatWvJx8dHankul0tNmzaVGsimpKSQoaEhJSQkfHO3xurmWwfLABQBhANoCaAGgHcAOpQrMwiA2qf/LwZg99m+PHmPWdJvv4nOoOGH3EnbsviGmJAlm0uZvBQWCWnGuZekY8WlO29i5XrvkmtvqM36hxQmJfCQlQF73Wjx1bK/leyCIjI75iGz61pMerE98cmn7MF1YZGQTA48pbW3KtpoByVklwmSB+57QpdfRFXJIFMkEpNTQCKNO+5BJgefkrYll0YffU6HnUPJPy7ruxjIFglF9Cw0hazuvKdufz4mbUsutd/oSHscg76KM11lEIvFNGjfEzI/+5K1nPOH4kGeJAvtz/GLySRdKy49fM8eBK+ye0sTTnhWm7vl55z3iCAdKy6NOOxOnW0ekbYll5wlDPRkobBISPseBVPr9Q7UdasT3faJrZJr72ewXAXExsbS2LFjafPmzawW0tLw9PSk8PBwxv3u7u6koaFBq1atYiwjFovJyMiIdfb5+fPnZGNjI3HfgAEDaPDgwTRlyhTWAH/q1KmkpaVFhYWFEvcXFBRQt27d6PDhw5WeJfzREIlEdOTIETIxMZHLjlpW4uPjacOGDWRhYVGhc8jMzKT+/ftXuC5EIhEZGhrK1ZmYmppSUVERjR07ltUOvYS2bduyDryIim20hw8fTv/88w+NHj2akpOTZW7Pf5HvIFjuB8Dps7+tAVizlO8GwPOzvysdLBMVBy0nn36kdhsfUsfNj+iCR0S13JQLi4T065kXpGvFpXtv42R+X2ouj/S3OtGEE54y2R1LY+Hl1zRo/5MKbdO25NKxcjPOTJx48pG0LWWzty7gCymvnO2ySCSmDpscSduSSyMOP6PnoalVEkQUCUV02yeWTA4UB8hGe1zpslckJWZJvjdUFf5xWZSeV/n7rUAoIs+wVLK+8456b3cmbUsuzbnwinyiMqqwlVXD3kdB1NLagfXzPgsttq9+FZnOWtdFz0hqt+EhxWUyX0evI9NJ25JL5z0iKt1mWRCJxLTDIbB04FxYJKQP8dl04HFIpWzsPT+m0sB9T0jbkkur/n5LablVF3uw9dk/XM5yddGsWTPcu3cPurq6GDp0KHx9fStVj4GBAVq2ZF7B3b9/fzx58oRV9zkzMxOKioqsOZnKysoQCCrmNeXm5kJDQwM6OjpISUlBkyaSpYmioqJgZ2eHli1bMi6gy8zMxJMnT7BixYqfqgOfKDG9OXXqlFymN0SE+PiKlqjladKkCbZv344mTZrg9OnTZfbVqVMHw4cPh52dXYU29e7dWybZuBIEAgGUlZWRl5cnVZvZw8MD2dnZmD17Nmu5FStWoEuXLpg+fToaNmzIuoDzJ1VCUwCfS4vEfdrGxDwAjp/9rcrhcHw4HM5LDoczTt6DKysq4LcBrfB45QB0166LLQ8CsdrOD/5x2fJWxYqqsiLOWfRETx1NrL75Dg/9E2V6n5a6CjaN6oA30Zm48vLLbe3bNdRAVFp+mVxZlU82vnwZ82d9ojJg1rWJTI56v9RQRE2Vsn3z/schyC8SYUj7+ni4whhGbbS+SIqrsEiEi56RGLjvKf649Q6KChwcmdYVT/4YiJn9dNCodvWoJ0Sk5mHOhVcY/ZcHjrpWNPOQFSVFBRi01sLOCV3wePUArBnWFm9jMjHxpBd+PfMSnh/TSgaG35wRnRpDJCY4ByYxlilxtOML2HPt30Rnoo5aDTSpzbzW4sTTcGjWrIFpvapHLg4ozqtfYeeHM88iMKufNk7O6AFVZUV0aFILq4e2lct4JD2Pj033AmBx/hXERLg6rw8OTu1aKkNX3fwMluWAw+Fg9uzZuH79OrZt24aNGzdKXWhXGXr06IG//vqL0fyibt26UFdXZ11UGBAQgLCwMKSklFuJrKGBmjVrIi4uDtnZ2UhLS5P4ficnJzRt2hRPnjxhDJabNGnyQ9lcVyWVMb25cOEChg8fjlu3bqGoiF1Lc9u2bXjw4EGFxZLLly/HiRMnKgToU6dOrRBES4PP58tkQLN48WJs2rSJ9aZ86tQpaGhooHbt2ujcuTNWrlwptd7vzWL8P4ikL0RiZMDhcGYA6Ang8xWWLYioJ4DpAA5zOByJjjIcDmfhp6DaJzU1tcL+FvXUcGlOL5ww7w6viHSYHfeAjX0AsmVYpCQrajWUcGF2Lxi21oJmTdlNkyZ0bwoTvQZw+pCEWAYHPllp16gWxAR8TPnX0ZLD4UBVWQE8GRYSpufx4RaSglb1pRsHSeKmTyxOPA2HeZ8WOGfRq1J1lJBdIMBfrmEw3OOGLQ8C0bi2Ks7P7gnHFcYw69q0yt3ViAiZBUXwDE/DHzf9YHLQHe6hqeAAUhe9yUrtX5SxdHAbeFoNxsZReghPzYP5OW+MP+EFl0Dp+vfVTccmtdBCUw0P/ZmD5ZLBl7TFi2+iM9FDuy5jnxyUmAO34BTMMdCpNgfHrIIiLLz8Bg8+mY1sHdtRoga4NMRiwjXvaAw+4I6/X8dgzbB2cFrZH0bVuGBVEj+cdNzXoGnTprh79y6uXr2KoUOH4uDBg+jZs2eVHqNNmzaM+zgcDs6cOcM6k/fy5Us4ODjgypUrFfalpKRAJBKha9eu0NKSfMGlpKTAysoKamrSZzh+IpkS05sRI0ZgyZIl6N+/P9auXStx8JGXl4fExETEx8dj9uzZ8Pb2ZtX6VlRUxMWLFzFu3DjY29uXfo/q6uqYMGECrly5UsZApnfv3lizZg3EYjEUFGS70YWHh6N169asZd6+fYukpCT8/vvvjGWePXsGR0dHTJs2DY8fP4anpyer3J+fnx9OnDgBCwsLqZrQVQlRsRxhbGwskpKSMG7cOHTr1u2rHb8aiAPQ/LO/mwFIKF+Iw+GYANgAYAARlUYmRJTw6d8IDofzFMVpGhXcQIjoDIAzANCzZ0+mYBwjOzeGYWstHHIOxeUXUXDwT8LGUXow69oEocl5OOUejs2jO6CuHMHu59RUUcKlOb3kmknlcDjYMrYjRhx+jrW33+H6/L6V1mht16g4yA1Jyi2jLKCqrCiTMkOJpNbAdvLLu3mFp2H9XX8Yt9HClrEdKz2bXCQUw9YjAn+/ikV0RgEGtauP3we1Ri8dyfKRslBQJERgQg7847ORmV8E//hs5PGFyOWVvATI4wshZohV3YJTMO3MCzTQUEV9DRU00FBBfQ0VNKurhrYN1ctI9cmCWg0lzDduiRl9tXH7TRxOuYdj/mUfTOjWFOZ9W6CHduU/65fA4XAwonMj2D6PZNSQLp1ZZhl8JWXzEJ9ViLlGzFJwJ5+Go2YNRczqp/PF7ZZETHoB5lx8VSwZN7UrxnVje6DFTEB8NjbcC8C72Cz0bamJ7eM6oXUD6drj1cHPYLmScDgczJw5EyYmJli6dCnatm0LGxubCg5l1UWTJk2wd+9exv0TJkxAUlJShfQIsVgMDoeDpk2bMsrUFRUVwcnJCS4uLlXa5v9XWrZsiRs3bmDMmDE4duwYFixYgBUrVqBu3X81XjU0NDB69GicOHECPXr0wKJFi7B7924YGxsz1lu/fn0cOHAAc+bMwb1790qNQxYvXgwTExNMnz699PvncDjo168fvLy8pNqci0QiKCoqMtpcf86CBQvKuPWVJzo6Ghs2bMCmTZtw8OBB3L9/nzVQPn36NH777TcsWrSINVDm8XgICQlhNWyRB6FQiIcPH8La2hrh4eE4ffr0fz1QBoDXANpwOBxdAPEApqF4lrgUDofTDcBpAKZElPLZ9roACoiIz+FwtAAYAmDucGSk9i/K2DK2Iyb1aIYN9wKw0s4PN15FI7NAgNDkPCgqAPsnd5VeEQOVCRKb1VXDptEdsO7Oe1x6EYU5ldSb1alXEzWUFBBSztJYVUm2YPlpSCq01Gugkwz2xJ8TnpqHxVd9oatVE8emd4dyJWd9vSPSseFeAD6m5MG8Twuc7KONDk1qyVVHPl+IwMQc+MdlIyA+G/7x2QhPzSsNhDs1KfYtUFdRQgtNNWioKkNDVQkaqkrILhQgPrMQSdmFCEzMLX0EUkNJAUIRwS82Cym5PPA+pSB0a14HfnFZaN+oFvroaqJvy3roo6sp82BLVVkRM/pqY2qv5vjHNx7HnoTh7tt4/Nq7OSxN28sdhFcF5r21MaR9Q6irSu4jS9N6hMzXk29MsWlJD23JGuLR6fngvk/AAuOW1WLq8iY6Awsvv4FQTNgxvjP6tmSW+WQilyfAgcfFg2rNmjVwaKo+xnVt+k3d/X4Gy19I48aNcfv2bdy4cQNDhw7F/v370adPn69y7PLatZ8zePBgiSkWMTEx0NbWho2NDaPZxOXLlzF16tSvFvhXlqKiIpnSBErytKXVVVBQwKiPzOPxkJiYiIKCAnTs2LHCfnt7ezg6OuKXX36BsbExJkyYUGZ/nTp1cPfuXQwYMAA7duxAUFAQLl++XGYwM2LECCxbtgwfP37EyJEjceDAAfj6+mL58uWMnUTfvn1hamqKrVu3lhqOqKqqYsaMGbC1tS0z4zt16lRcvHhRarCcmZmJunXrIjg4mPVaDgkJQUREBNasWSNxf35+PiwsLGBjY4MtW7bA3t6e9fvy8fHB5cuXMW/ePEa9ZU9PT2zbtg2vX7/Gw4cPJZYhKnZTfPfuHfT19SVadZcQFxeHs2fPwtXVFaampjh58iTU1NSq/EnRt4CIhBwOZykAJxQrY5wnog8cDudPFC9kuY/itAt1ALc+XWMxRDQWgB6A0xwOR4zidL3dRCQ9l0hGOjWtjbuLDfD36xhsexBYmqZw+008xnVt9tUfsU7u2QyPPiRht2Mw+retX6lUCCVFBbSur46QpHLBsrJCaYDHhEhMeBaaikHtGsg1s52RX4S5F19DSYGD87N7ofYv8gc/GflF2PUwCLfexKFZ3V9wYXYvuVz+otLy8TAgEa8jM/Ak5N80nAYaKujctDZGdm6Mzk1ro1PT2mhYS0WmgCchqxBXX0bj6stodG5aC1fn9wVQ/NvOLxIhJYeH+MxC+MVm4WVkOv5+HYOLXlEAgPaNNNC3ZT30bamJ3rr1pKblKCsqYEqv5hjVpTEOu4TivGcUnD4kY8NIPUzo/nUDtBb11NBCgstfCSWGK2zX05voTKgoKaBDY8kDndPPIqCkoMA681xZ7r9LwJpb79CktirOz+6FlnL+jogID94nYjs3EKl5fMzoo401w9tV6rqucphW/n3rV2XVMNzc3KSqVWRnZ5OdnZ3Uuu7cuSNVz5jH45GXlxc9e/aMEhMTadKkSbRu3boKChIfPnwggUDAUEsxQqGQIiKkr0yNjZUukVRQUCBRR9rR0bGM/nJcXNnV40VFRWRoaFim/UlJSZSXx65fKBaLyc+vooxRefz9/VlVEHx9fenatWv08OFDxjIFBQW0b98+MjY2prAwyavM8/Ly6MqVK2RiYkIjRoyQWEYoFNKpU6eof//+pKqqyijX5+rqSu3btycAZGBgIHF1uVgsprNnz5Kamhr17t1booQbEVF6ejq5ubmRmZkZ1a5dm168eFGhTUVFRbRs2TJasWIFbd68mTZv3sx4LkqOPXPmTPrw4UPpNj6fT4aGhmU0n8ViMU2cOJG1LiKiqKgo2rBhA82cObPC9fE5pqamtGnTJsY2TZs2jbhcLo0fP55CQ9n1bN+9e0fDhg2j5ORk1tXwLvmNAAAgAElEQVT7VlZW1LBhQ8bzS1R8DQGg9evXS6xLKBQSl8slPT09atq0Kd24cYNR6q+wsJCWLFlCCQny65DiO9BZ/tovefvtzHw+dfokI1Xy6vbnY8rnsfeV1UFydiF12eJE4457VGqVPhHRyr/fUp8dLmW2DT/kLlVP9k10Bmlbcsnej1mdqDwCoYgsb7+jNhseVkrdQSwWk93rGOq61YlaWTvQbscgmfWIw5Jz6ahLKJkeflb6vY077kEHH4eQS2ASJWdXjUoGXyCS6bvgC0T0OjKd/nINJfOzL6n9RsfSdt32kU9SMDAhm8Yf9yBtSy5NOeVVZdKCVUFmPl+qgoXZMQ+afNJL4r7k7EJqs/4hWd15X6XtEovFdNQllLQtuTTppGelFEw+puTSyr99S+UI/WIqehpUN2x99jfvXJlelQ2WnZycKgQg5YmKiqIlS5bQkydPGMuIxWJatGgRaWlp0f379xnLZWRkUKdOnahu3boUFBREYrGYbty4QUZGRuTl9e8Fe+XKFRo5ciSlpaUx6sumpaWRgYEBxcSwC+wvWbKEnj9/zlrGzc2Ntm3bVmH7oUOHyN7enoiI8vPzafDgwWX2nzt3jo4cOVL6N5/PpyFDhpQJxMqTm5tL06ZNo127dkncn5iYSFZWVmRubk5Tp06V+PlEIhHt27ePlJWVqXnz5hJ1hImKA/e5c+dS586dqUWLFozBcnR0NF24cIHmzZtHc+bMYWy7SCQiV1dXmjlzJr1584axnEAgoPPnz9OVK1cYyxARBQcHU3p6ukTzkvIEBgbS6NGjaevWrRL1p8+dO0ejRo2SKVCTFOxdvHiR9u/fL/W9TAwePJgxcE1NTaVBgwYxyhdu376ddu/ezdi28ohEIpk0uAsKCqT+PsRiMbm6ulbYHh8fT9u2bSNDQ0OysbGhV69eySR5mJFROZmpn8GydEqksCS9ghK+vg63vV88aVty6fgT2aTeynPy6Udqae1A2YX/Xstjj3nQTFtv1vcdeBxCulZcysyXPcg4+DiEtC259I+v7HJ5JYQl59DkU16kbcmlCSc8KTiRPSAUi8UUkpRDh5xDaOgnfWVtSy5NPOFJ555HUFxm9ehoVxa+QEQ+Uel0zC2MIithVCESiem6dzR12eJErdcXm3t8D8YmBXwhqw53YZGQWq93oF0PJcuW7nQIJF0rLkWlfZl5x+fwBSJabedH2pZcWvn3W+IJ5DtP+XwB7XYMotbrHWjUkWd0ySvyq+g+S+L/KliuakQiEUVHRzMGDQKBgB48eEDLli0jU1NTSkoqFtlOSkqiKVOm0B9//EEFBcUdiZeXFxkYGJCpqSljfYGBgdS/f39WN7mIiAgaN24ca7vfvXtHK1eurLB90aJFpU57t2/fLhNMlcwql7SXqDgwv3btmsRjiMViCg4OJmNjY3r06JHEMnFxcdS2bVsCwDqbHxYWRnZ2dvTgwQNydXWVOgv/oyAWi8nW1pbR9MbDw4MMDQ0pMDBQ7roFAgEZGRnJ5EwoqV3lB1KfY21tTVwuV+I+e3t7Mjc3l0vftaCggOzt7WnFihWUkpIid3uZEIlE9OjRI5o0aRKZmZmRvb39V7u2fgbLsvExJZe8PqbRw/cJdNkrkgbudSNtSy61tnagPY5BlM//en2BWCym36++odbrHSgoUf5gPZcnqOBcN+WUF+NMXwlj/3pO4497yHycl+FppGvFpVV2zEZZkigSiui8RwS1Xu9AXbY40Q3vaJk0pgVCEXXd6kQ6VlyafMqLLnhEVLvG8vdAai6PVtm9JW1LLi2+4kO+0d9Wn1koFNG44x6MM8uvPmknS3J1TM/j0/SzLyQa2VSWzHw+Tfk06DrsHCpXny8Wi8nhfUKp2+QfN/0otQo1kyvDz2D5K1I+BeTmzZtkaGhIHh4exOfzafHixaSkpEQnTpxgrMPFxYXGjh3LelOfMWMGvX/P/CglLi6OZs2aVWH70KFDS2fwys/y2tra0uHDh0v/vnr1Ki1dulRi/f7+/rRw4UIaOHAgRUZGSiwjFArp5MmTdPXqVZnSUP6fYTO9iY6OpoEDB9KDBw/krtfOzk7iEwZpxMfH04wZMyTuS0tLY7TWDggIoIEDB8pl+c3n86lHjx7E4XDIwcFB7rZKIikpiXbu3EmGhoa0ceNGmSzPq5qfwXLlSc4pLA1S+u10IYf3CV/NHS49j089tj2mEYefEV9QuXSMz7G6/Y5+v8bsgpmWyyMdK9mttzPy+NR3pwsN3PeEcuVIV4nNyKfxxz2o4+ZHtLYSgYnnx1RKzvnxA2RJeISlkPEeV2pl7UCnnn6sEhObyiAUiVlt2n2i0mmWrbdEo44dDoGkY8Wl0KSqSyt5EpxM7TY+lMsMiKg4jcf87MtS8xyfKHaTla/Fz2D5G5OSkkLTpk2jlStXUn5+PiUmJtKhQ4dYZ/zOnj1LS5cuZczvPXfuHE2aNInx/QUFBTRq1KgK2wcNGkRExTm9JiYmpdvLzyr7+/uTiYmJxPxvHo9HXbp0ISUlJVYL8J/Ih1gspgsXLlD//v0rpITk5+fTr7/+Srt27ZIraBCJRDRgwAC5UwlcXV0Z7dLXr18vMXBPT08nQ0NDqWkSn5OSkkKTJ0+mVatW0c6dO+VqY3lEIhG5uLjQ1KlTafTo0XTnzp1vaq/+M1j+cl5HppfmxZqfffnV8kcff0iijpsc6biMzntsLL/hS/33ujHu94nKoF7bneldrPTULbFYTAsuvabW6x2kWh5/jqN/InW2eUQdNz+i+3LkRf/kX7Lyi2jh5dekbcmlWbbe32QWlC8QyeUIWUJSdiG13fCQVv1d9fdrWQZQIpGYMvL49DoynYYefEqtrLnUyebRN025kMTPYPk74fbt22RoaEjPnj2TWlYsFpO5uTk1b95cYo6zt7c3qaur0+vXzAtHhgwZUubvjIwMGj9+PBER/f3332Vmkc+fP1/6d1ZWFhkaGjIuJDx06BBt3ryZcUb5J9IRi8V05MgRmj9/Ph0+fLhMTnhcXByNGzeONm7cWCanViwW044dO8jc3FyumVt7e3tav369XO07fvw43b59u8J2plllgUBAo0aNIg8P2R8l37t3jwwNDcnT05OIqNIzhykpKbR3714yMjIiKysrVjv5r8nPYLlqEAhFdMkrkjrbPKJW1g70l2so5RRW/yDIxj6AdKy49Dw09Yvr6WQjOU2tBLFYLNP1f/lFFGlbcunsM9mu8cIiIW2650/allwa89fzKs1V/ZrwBEK68iKK+u50oT9uVl0agbyIxWK67BVJbTY8pF7bnckz7MuuDXkpsU8/8URyzjITm+75Uytrh6/+/c8495I62zwiHauy6xEmnfT85ikXkmDrs386+H1FJk6ciHv37uHMmTNYsWIF8vPzWcubmpqioKAAtra2FfZ16tQJ+fn5mDx5skx2ykCx1FeJbu6tW7cwadIkAMXWxra2tli4cCFEIhHmz5+PrVu3olmzZhLrWb58ObZu3coqyVVZiKhaXBG/NzgcDpYsWQIFBQWsXLkSZ86cQUZGBoB/TW/atm2LoUOHwsfHp/Q969evx9SpUzF69GjExcXJdKwxY8bg5cuXFdwc2WDSWD548CBWrVpVQU5p7dq1GDdunEwmItnZ2Zg7dy4eP34MJycnGBgYAGDWyM3Nza1wTRARnj59iunTp8PCwgI6OjpwdXXFrl27WO3kf/LfQ0lRAbP66cBtzUBM7tEMl19EY9B+d9x8HQsxk5NFFbDOtB1a1VfHSju/L3KR06xZA7k8IQQiZrkvDocjVaIsOCkH27iBGNiuPubKoAUdkZqHCSe8cPlFNOYZ6eL2bwbQrldT7vZXB0SErIIiRKXlIyI1D1Fp+YhOz0dsRgHiMguQkFWIpGwe3sZkFDsJ7nbDxnsBSMzmITqd/b5ZnXA4HMzsp4N7vxtCXVUJ5rbeOPA4BEKW77YqEX663pXkkBeMzSjAjVcxmNyz+Vf//tPzipDDE4I++5lO7N4Ut34zgNZXsqmuKn7qLH9ltLS0cOXKFdy7dw/Dhw/H9u3bMXDgwArlOBwOZsyYgeHDh+Pw4cOlRhElqKmp4dixY7CxsUFGRgYaNJCui1kSAOXm5iI3NxdNmxa76ly9ehWTJk1CXFwc5s6di5EjR2LIkCGM9cjqACcrBQUFGD9+PD58+IAuXbpU0B/+UVFUVMSpU6dgZmYGgUCAiRMnwtDQEKtWrUK9evUYTW/GjBmDli1bYtq0adi7d29psMkEh8OBlZUVdu/ejYMHD8rUtrCwsArufenp6fDy8sL27dvLbL948SKEQiHmz58vtV43Nzds2rQJNjY2GDZsGGO5mJgYLFiwAB8+fIC5uTl2794NAMjIyMClS5dw9+5d9O3bF1u3bmV1u/zJj4OWugp2TeyCd7FZ2PrgA9bdeY8rL6NhM6YDen6BwxwTajWUcHx6d4w95oFVdn64PLd3pdz96n4yfsgsKEIDjcpp1xcWibDs+lvUUlXG/sn6Uttx1zcOG+8FQEVJAbYWPTFEr2GljltZCotESMguREJWIRKzeP/+P5uHhKxCJGTxUCgQoXuLOvCNyZKr7o8pedjODURzTTU01/wFzeuqoVldtWqzbZZEhya1wF1mhM32H/CX20e8jEjHkWnd0KTOL9V6XNGnYFme6/Coaxg4HA6WD2F3Y61q0vP4aFLnFwQm5gAAOCi29N47qWqMpL42P4Plb8S4cePQv39/rFy5Erdu3cKePXugrl5RwLt+/frYsWNHcc5MOX7//Xc8ePAA69atw8WLFyvs53A4ZeyNg4ODMWHCBNy/fx9jx44FUOxcZmtrC2dnZ/z555/w9vbGypUrq/bDMpCeno5Lly7hn3/+gUgkwtSpU7Fnzx5Wh7fvHYFAAGXlfwXURSIRDh06hL1790JJSQn79+/H9On/mqhxOByMHDkSADB27FhwuVxMnjwZffv2xerVqxlNbzp27Ij79+9j5syZmDhxIubOncvaLhMTExw4cADx8fGlgyQ2ioqKKgxYDh06VGFW+eXLl7h58ybs7e1Z6ysoKIC1tTUyMzPB5XLLuBd+DhHh0aNHOHToECIjI7Fq1SqsXr0anp6eOHPmDFJTU2FmZoY9e/YgPz8foaGhaNmyZZmB5E9+bPSb18GdxQa4/y4Bux4GY9KpFxir3wRWI9pXebDSrpEGtoztCOu7/jjpHo4lg+QPOEoc5TLzBZUOls88C0dEah4uzu3NOiPHE4jwl1sYjj8JR29dTRyZ1hWNa1dvACcWEyLS8uAbnYU30Zl4E5MJTbUaeBWVUaZcfQ0VNKnzC9o21MDAdg3QuLYqGmiowMIAEBNBLAYIxf8nIuTzRbjnF4+0XD4SsnngoHg/TyDGlZfRFSyftdRVMLhdfWhpqKCXriZ6aNdFLdXqM7NQq6GE/ZP1Ydi6Hjb+E4AN//hjvnFLGLauPkOdkmBZUcZYOTw1D3d84zDbQLfar4MSBCIxLr+IxmGXUBQWidCqfk2Ep+aDwwH2TtKHYiXt5L85TPkZ3/pV2dw3WTRdiUgmHdyIiAhKTEyUqT4mvVlZuH//PhkYGEjUhpVGdHQ01a1bl6KjoyvsmzhxYpmFXWZmZpSVlUXjx48v/VwXLlyggwcPkkAgoEGDBpGPD/Oq7apALBbT8+fPacaMGTRs2DC6fv068Xg8ysoqXqxS8q80/Pz8pBpd5Ofnk52dHatZSk5ODjk4ONCOHTskXjuZmZl079492rFjB1lYWJRKA36Ou7s79ejRg2rVqkVGRkbk5+dXQfnj5cuX1KtXL7KwsKCBAwfS9u3bKTg4WGKbxGIxcblcGjx4MFlaWpZKqUkyvREIBLR8+XJasWKFVLWRZ8+e0eLFi1nLEBXrZo8ZM6bMtvT0dBo4cGCZvMq4uDgyMDCg1FT2vD1vb28yMjKiW7duMZYRCoV069YtGjhwIFlbW1NycjIFBwfTkSNHyNjYmFauXEmBgYGUnp5OVlZWBID09PQoICCgQl3Jycm0bNkyWrx4MR07doyxT/D396enT5+y5jgLhUJKT0+XuV/5HPzMWa528vkCOuAUTG03PKR2Gx/SYefQKtfDFYvFtPS6L7W0dqBXkfKv2vcMSyVtSy55faxoEiULXh/TSNuSS3sfSe4vSkjKLqSxxzyo7YaHdNQlpNLGKtLI4wnIMyyV/nINpdnnvanLFqfSXFT9rU4058IrOvX0I931jaUX4WkUk57/RaoiYrGYPMJSyexYsVGIxXlvEovFlJxTSD5RGXTvbRz95RpKa2/50a9nXlArawfStuSSjhWXTA8/o833/OnBu/gqM0qRxMfkXBp64Cm1tHYg2+cR1abckpLDI21LLl32ipSp/JJrb0hvk+NXyw9+GpJCg/c/IW1LLs04V7wgNyWHR713OMus9vItYeuzv3nnyvSqbKe7evVqunnzJuvFGhERQY0aNaKzZ8+yBrmrVq2iunXr0tWrVxnrS0tLo2HDhtFvv/1G27ZtY6zv4MGDtGXLFkpPl9zZZmRkkLm5ObVt21bqAqVjx46VaiULhUJq164d1apVq8wNPSwsjIYPH04fP/67EGDQoEGUmZlJpqamRFSsaqGtrU35+fmUlZUl0aVPKBSStbU1BQVJFjkvqefEiRO0Zs2aCvuysrIoNzeXQkJCaMqUKVS3bl0yNzevoBuckpJCS5Ysoa5du5KZmZnEoE4sFtODBw9o0KBBBIB69eolcbGkSCSi8+fPU/369QkAmZmZSWx3XFwcLViwgGrXrk116tSRqPAgFovp0aNHNHz4cKpduzajA15YWBjNmDGDJk2aRJMnT6bz589XKFMS4PL5fHr48CHNnz+/jKa1pGM/fPiQbG1ty2z7+++/K5jeXLx4kdVtrwRZnCuzs7MrGPZs3Lix1MymBG9vb3r37p3U+g4dOiR10BkaGkrbtm2jjIwMevHiBc2ePZuGDh1Kly9fLnOODh06RBcvXqRNmzZRbm6uxLpSU1OpSZMmZG1tXcFJ83MOHjxIS5cuZR04C4VCMjc3Z73+mfh/DJbbdtSXaErAEwgrZQ4hK7EZ+fT7tTelUnMPq1hqLqewiPrvdaO+O10oQ053ssCEbNK25JLDe/ldIAv4Qhqw142M97ixDgJ8o4sVNfQ2OZKjv2wTPLJSYkhy1CWUVtu9Jd3PFmuZHHhKlrffkd3rGPqYklut8n5isZi8PqZRWLLk330J+fziYP6QcwiZn31Jepv+dfMz3uNGq+38iPsuvoxxTFWQyxPQgkvFahmr7fwq6G1XBUnZhaRtyaVrLytOjpXnQ3z2p0GW/H2XvESk5tGST7+/AXvdyCUwqcy18DUUL0QiMfnFZEo12GHj/ypYloXCwkJKS0ujgoIC1h83l8ulM2fO0OnTp8sEneXJzMykLl26EAAaNmyYRFMFkUhEd+/epUGDBtG6desoMTFR4ozn/v37SUNDg2xsbBiPFx4eTkZGRqWzsBcuXCAAZYLsiIgI6tKlC3l7FztHFRUV0bBhw+jixYt06tQpIiJasGABjR49mvE4WVlZNG7cODp+/LjE81RYWEjHjh0jAwMDOnnyZAU3tCdPnlDDhg2pUaNGVL9+fVq0aJFEN7qSoHXIkCE0YMAAVse6zMxM8vT0pDNnzrA6MBIVB/Hu7u5SAzoej0fOzs5SO/rg4GDGMjwej2xsbEhJSYk0NDTo+PHj1arKkJycXMH0prpIT0+nAQMGVOuNMCsri44fP04DBgygZcuWkb+//xfVFx8vXR6rMrPF8vD/GCzXaNSaOmxypEWXfejm65hSvdddD4Pof+ydd1hUVxOHf7sLSBEQpKkUAenYOwgWRFDsib0klmCNRk00auyxpWhU9NMoauwVjaKAiGIBVARUkI703jtsufP9sbCCLEXEmn2fZ5/dvWf2nHPL3jtnzpyZjqvc6ezjxh/y78KjuBxaeCpIlJmuJVPmvkguoE5rbtDsY0/e6r9QreCcepTw1m1uuxFOeqvcyS+2/tmbS0+TyWjtTRqw06dZiVTEwTBCxWOHRwQN/v2uyFI7+9gT+tMrku5EZlJB6ccLy/g2cPkCep6cT4fvx5HziUBy2H2P9Fa5k9Gam/Tt0cd0PjDprQdA9SEQMKLMiqNdHlJGC1uzU/LLSG+VO5170vj/aNHpIJp+5NF7PU8FZVz61f0ldVpzg6YdfkT/84196wx+70I5l0+3wzPo58vPqfev3qS36u0T9dSkoXs2S1j+6dGrVy+qjgLwOUBEKC0tRUFBATgcDtq1a1evnLe3N3bu3InAwECcOHECY8eOrSWTlpYGe3t78Hg83L59G7q6unXquXPnDvbt24dLly6Bw+HA0dERVlZWWL9+PQChr6yZmRn27t0LR0dHREZGYtOmTSgtLYWrqytat24NTU1NvHr1CmpqdX2sYmJiMHv2bGzevBmDBw+uVVZRUYHDhw/j3LlzmDlzJr799tta/q2FhYVYuXIlLly4ACUlJcydOxfr1q1762P6ORIeHg4vLy9oaWnB09MT8fHx6Nq1KxwcHDBo0CCxfunvwsWLF7F3717s2LGjSZEomsP69evRs2dPjBkzpsXrfvr0KQ4ePIiEhARMmzYNkyZNgry8fIu38zFgsVhBRNTrY/fjQ2Ji2ZW+2nIKPhGZyCyqBIsFdNdpg1c5pSgo4wEA1owwhbOt4Xvrg4AhXApKxu9eUcgp4WJ8jw5Y6WAKLeXm+QvX5OjDeBzwjcWKYSaY0qfufVkclXwBTH7xxI/DjLF4SNMXo75IKcDY/X6Y1FsH28d3qVMuYAg7PCJw+EE8+hu0xf5pPaBa5R/dHPgCBoEJ+fB6mQGvlxlIL6yAFJuF/oZt4WChhWHmmtBQevdj+LFhGEJIcgE8QtPhEZaB1IJycNgsWBm2haOlFoaZa0Fd8d0WmHuGZWD5hWdo3UoKB2f0RA9d8Ws03paiCh7OPE7CQGN1mLVTqlcuJCkf4w74v/U111QEDOFcYBJ23YpGXhkXE3vqYIWDcbN98t+GrOIK3I3Mgnd4Fh7GZqOCx0BBhoOBJuoYaqaJQSYazf4fNHTPlijLHwl3d3f8+++/iImJwQ8//FBHYQaA7du3Y/v27Vi9ejVWr15dp9zFxQVpaWnYtm0b8vLyMGrUKDx48EC0oM/MzAy//PILpk2bhqtXr+LQoUPw9fWFp6cnjh8/joKCAly5cqVOvbdu3cLWrVtx/Phx6OsLQxQJBAL8/vvvkJeXx/nz5/Htt9/im2++gYzM64vyS1Z8mgsR4cWLF/D09ISvry8AYPDgwXB0dETnzp0bDRfVFLKzs7F06VJoampi69atLXrM8/PzMW7cONy9e7dF+goIQ8GdPXsW586dg6mpKebNm4euXT/PFdIN8V9Ulqvv20SEl2lFuB2RiRsv0hCTVTvc11AzDeye2A2Kcu9vAVZxBQ8HfOPg+iAeHDYLCwYZ4jsbg3eKmkBEWHg6GHcis3BjyQB00lBs0u++cX0MS21l/ORQNxyjOLh8BqNdHiK/jItbywZC+Y3jVFjOw5KzIbgXnY2Z/fWwbqQ5pDnNi1IUnlaEC0+T4R2RgdT8CrSSYmOgsTocLbVgZ6oJZfn3d44+NkSE0NRCeIRlwCM0HQm5ZWCzgN4dVfF1L23Ym2mijXzzFK/IjCI4nwhCRmEFfh1niYm9dFq49/Uz/chjhKcX4cHKwVBo1bIL5v3jcrD5ejgiM4rRu6MKNoyygGUH5RZtoyZEhMiMYjyIycHN0HQ8SxZGT+nQRg52ZhoYaqaJvgaqaCX17ou8JcryZ0xSUhLs7e0hJSWF27dv17JYExHmzZuHIUOGYPLkydiyZQtMTEwwceJEEBG6du2Kbt264cCBA3BxcUFISAhYLBYOHz6MDh06ICEhAaqqqrXq2717NwICAnD06FEoKgofBFwuFzNnzsT58+cxf/587N27VxTx4b+i+LQUJSUluHv3Lry8vPDixQsYGhrCwcEB9vb2aNu27TvVffnyZezevRvbt2+HjY1Ni/R3w4YN6N69u9jB3NsSEhKCQ4cOITo6GlOnTsXkyZNb3NL+KfFfVpZrcuTBK/x6I0Ks/HBLLQwx1cBgU433Fnc1Oa8M2z0icDM0A+2VZbFquClGd23f7MFfVnEFHHbfh7aKPNwWWjVJSf36f/4gAJcXNBzmsZp9PjH40zsah2f2gr157bBvcVkl+O7EUyTnl2HzGMsmW7hrUsblw/15Os48ScKz5ALISLExtY8u+hmowtZYHfIyn29EouZSrZRVK84KraQQkV4Epy7tMK2vLnroqrz1NVNQxsXiMyF4GJuD5fbGWDjIEFLNHNQ0lYC4XEw5/Ai/OJlhrk3LxZxPyi3D1pvh8HqZiQ5t5LBmhBlGdNZqMSNKTSp4AgTE5cInMhN3IrKQVlgBABjQSQ199VVhZ6YJs3aKLd62RFn+Ati4cSN27dqFjRs3YtGiRSK3h8rKSowcORI7d+5Ep06d4OTkhLt370JKSgqmpqbIzMxEXl4eZs2aBW1tbaxYsQLff/89KisrcfHiRVH9FRUVWLBgAXR1dbFhw4ZasZTd3NyQlJQES0tLWFpaQktL6z+n+LwvYmNj4eXlhdu3b6OoqAjW1tZwcHBA3759mxVCLycnB8uWLYOqqiq2bdsGBYXmB6FvCatyaWkpzp07h9OnT6NTp06YN28eevbs+VZ1nD9/HkePHoWqqirs7Owwe/bsFo/1/T6QKMtCDvjGYrd3NAzUWsOivRIM1FvjRUoBXmWXoLiSL3LX6KrdBnamGhhipgHzdkot/iB8/CoXW26EIyy1CPbmGnC2NUTvZsZn9gxLx/xTwVgypBOWDzNpVH7z9XCceZKIsI0OjSpLMZnFcNr7EMMsNOEytUetsrtRWVh27hlMtBSxYpgJ+ui/Xf/D04pw9kkSroakoriSj04arTGljy7Gd+8gCvuoDvYAACAASURBVHH3ucAXMGCzWM2Kfd0UwlILcS4wCVdD0lBSyYeJpiKm9tXF2O4d6lj6G+vnAd847PKOho2RGlym9Hhv1noiwoSDAUjOL8O9nwZDVrplQmp6hKZj6blnkOKwsHCQIebaGLRY3dVkFlXgTmQWfCKy4Bebg3KeAPIyHNgYqcHOVBODTNXfu5uHRFn+QoiLi8OwYcNQVlaGLVu2iJJAZGZmYvz48XBzc8PJkyehrq6Ob775BitWrICPjw+ePXsGOzs73LhxA5WVldDR0UFSUhIUFRXB4XCQnp6OGTNmYP78+aKsfuIoLS3F+fPncfr0aRgaGjZL8ZEghIjqKANcLhd+fn7w8vLC48ePoaamBgcHBzg4OEBH5+2m8K5evYo//vgDW7duxcCBA5vVxw0bNqBbt24YN27cW/82NDQUhw4dQlhYGCZPnoypU6dCSal+H7tq+Hw+QkND4e/vj4CAAKSmpkJFRQUBAQHYtm0bZs6c+dnEVJYoy69hGBKr1FS7a9yJzIJPZBaeV02xGqgpoK+BKgabaMC6k1qLTSUzDOFycAr+fZaGh7E5sDPVwE+OJjDVavzafJPlF57h32dpuDi/f6M+qf8+S8XSc89wc4kNzNvX35aAIcw8+ljowrJ8oMjaTkQ48iAe2z0iYKKlhMMze0JbpWnuVqWVPNx4kYHTT5LwvMqKPLJzO0zpq4teem9vLf3Y5JdycSIgEa5+rzDQSB373hhQtDSllXxcf56GM0+S8CKlELLSbIzq0h5T++qim06bJh+/C4HJWHs1FB3ayOHIN72a7MLzNvhGZeHbY4H4dawlpvfTa7F6s4oqsMs7GsvsjaHZQn7rAobwPKUAvpFZiM4qgWdYBgChe8VQMw0MMdNEX33VFlfKG0KiLH9BpKSkoF+/fkhPT8euXbuwdOlSAEBQUBBWr16NCxcuiKzLz549w/r16+Hh4QE7OzvcuXMHEydOBIfDgZ2dHbS1tdG2bVv88MMP2L9/P7p16ya2zeYqPhJeQ0Q4fvw4Tp48icTERIwePRrff/89OnbsWK+VNCMjA7du3YKnpydSU1PRs2dPODg4wNbWFnJyjQeYz8vLww8//AAlJSXs2LHjrSz/BQUFGDt2LO7cudNkK255eTkuXLiAU6dOQUdHB/Pnz0fv3r0bfJjk5+fj0aNH8Pf3R2BgIHg8Hrp06QIrKyv0798fmpqaKC0thZSU1Gc3cyFRlt+erOIK+EZlIyy1EG7BqSip5EOGw0YffVUMMlHHYFMNGKgpvLOCV84V4Jh/PP7nG4eSSj7GdeuAZfbG0FFtur9/UQUPw/96AGkOCzeX2jTouhCfU4rBf/hix/jOmNyA28T/fONw+MErbBljCacuQpe7Cp4Aa9xC4RaSihGdtfDHhK5NcpNIyS/DiYBEPIjJRkR6MYyqrcg9OjTbD7c5MAyhnCdAKZePskrhe2ll7e9llXxIc1io5BNkpNiQkWKjlRQbMhzhZw6bhSfxeYjPKYVPRBa4Veml+xu0xVnnfh9sX0JTCnHmSSL+fZaGMq4AAzqpwalLO4zt1qFJvvBPE/Iw/1QQKnkM9k7pjsGmjWfebSpEhNEufsgv4+LOikGQkfo4s2+llXxw2CyxSm5+KRf3Y7LhG5WNe9HZyCvlgs0CxnXvAEON1hhqpgkjjdYfbQAnUZabyZvZ2D4ViAj37t3Dxo0boaOjgz179kBVVRVnz57F3bt30blzZ8jIyGD69OmYNGkSXF1dsWzZMuzbtw/6+vro27cvwsLCsGPHDpw9e1Zkja5JcxSfDwkRgWGYRq2MDMOAz+fXWogojvLy8kYV0IKCArRp06bedmJiYqCtrS1yfSgtLUVYWBhevHiB+Ph4rF+/HgEBAdi0aRN69uyJgoICJCQkgIigq6sLS0tLWFhYwNLSEtra2rWOtUAgQHBwMLy8vHD//n3IyMhg6NChcHBwgKmpaYPn5fr169ixYwe2bNmCIUOGNLiP1WzcuBFdunTB+PHjG5UNDw/HoUOHEBISgokTJ2L69OlijxPDMIiOjoa/vz/8/f0RGxsLFRUV9O/fH1ZWVujZs6foHHC5XMTGxuLFixeYN28e2rZti0GDBmH79u3Q1NRESEgIOBwOTExM6mQa5PF4EAgEkJX9uCv3Jcryu8HlM3iamAffqGzcjcxCTFYJAEBXVR6DTdQxyFQD/Q3avpPlqaCMi//di8NxvwQwRJjWVw+Lh3Rqsv90QFwuph55hGl9dfHr2M71yjEMoevmWxjVtT22jRMv9zKtEGP3+8HeXBP7p/YAi8VCZlEFnE8G4XlyAZbbG+P7IZ0a/K8TEZ4m5uPow3h4vcwAi8XCcEstfNO/I3p1bHkrMhEhr5SLtIIKpBaUV6WyFqa1rv7evo2caFFWQ1i0V8LLtKK3ar+VFBtm7ZSgodgKGkqtoKkoCw2lVtBQlIW2ihx0VOXfi2WyuIKHf5+l4dGrXLi/SEcbeWlM7q2LGf310KGRLJKpBeX47p+niMgows+OpnC2NWiR8+IZloH5p4Lwx4Su+Lqn9jvX1xyICN02e6O4ggd9NQVYtleGnAwHgfG5kJUR+oAzBKgqyGCgsXDwa2uk9kEHbw3xn1KWr127BiMjI5iZmdUrU1BQgI0bN2LOnDno3Ln+G9zu3bvh4eGBBQsWYNSoUWJ9SCsqKnDlyhXo6enBzc0Njo6OsLOzq3PxBwUFobCwEGZmZtDSeu0Uz+VyIS0tDRaLBSKCu7s7+vTpA01NzTptVRMbGwslJSVoaGjg7t27WLduHVauXInRo0fj559/Rvv27XHu3DlcuXIFU6dOxfr163Hv3j2EhISAYRgEBwdDV1cXnTt3xtKlS2sdq4iICJHiM2HCBEycOBHh4eHo1atXvZa9oqIivHz5EjweD7a2tgCEyp2HhweGDh0KKSkppKenIzk5GcnJyRg0aFCt/WMYBvfv38fRo0dhY2MDVVVVtGrVCiNHjqzT1suXL3H27FlcvnwZS5cuhYODgyhiRzU8Hg/37t3DlStXcO3aNaxbtw7Ozs5i63Jzc4OHhwdYLBYOHToES0vLWjLPnj3D4cOHcffuXUhLS8PZ2RmLFi0Slefl5eGXX37BuXPnUFJSgnnz5kFdXR3Dhg2Dubk5/vnnH+zbtw+5ubno3r07AEBWVhbt2rVDx44dsXLlSkhJSSEpKQkvX75EWFgYXr58iZSUFLBYLOjr6+Orr76Co6NjrX4VFBTgzp078PT0RGRkJExNTbFjx45aCzZrkp+fj+XLl0NXVxebNm0SK1NNtR+8l5dXg1bl8PBwLFu2DO3atYOzszP69+8v9qbv6uqKf//9FyUlJTA2NoaVlRWsrKxgaGgoks/IyMBff/2FyMhIFBcXQ1paGkZGRjA1NYWnpyfGjBmDmTNnwtPTE3fu3IGfnx+ePn0KXV1d/PXXXxg7dqyorsLCQujr60NbWxs2Njb45ZdfxIZyPHbsGJ4+fYoxY8Zg2LBhYvdRIBDgjz/+gIODQ70zL/UhUZZbluS8MvhGZ8M3Mgt+cTmo4DGw7tQWHDYbtkZqGGisjk7NtEplFFZgj080LjxNgawUG3NtDDDXRh+KTUiXvPVGOA4/iMexWb0x2KR+S+G0I49QWM6D+/d1F99W8AQY7fIQBWU8eP1gCxUFGTxPLoDzyacoruBj18RucLTUqrduLp/BjdA0HH2YgNDUQijLSWNKH13M7K/XIinAuXwG8TmliMosRnRGMaIyi8ECcC86u07a6VZSbHRoI4f2beTQvo0s9NUUwGaxIN9KCgoyHCi0koKCjBTkW3HQupUU5GU4UJCRghSbBQERuHwGlXwGXAEDLl/4KuPy4RmWgdDUQgQnFYhSX7dTloWhemtkFVcgq7hSFJ4QAIw1WyM2qwQ6qvLopN4ahhqta723hN8wEeFJfB6O+yeIBicOFpr41kofvRsYnJRx+fjp4gvcCE3H+O4dsG1853dS6gUMYdqRx8gqrsCtH2zf+yLChhjyhy9e5ZTW2a6jIodxPbQx2EQdXbTbfJJprxu6Z39xS15btWqF/Px8MAxT74Oex+OBzWYjLCwMBgYG9S6Cys3NRU5ODtzd3cFmszF69Og6Fz/DMCgtLYWHhwf+/vtv7NmzBxMmTMAff/yB9u3bi+QEAgH8/f3h6uqKjAyhb46Ojg40NTXh4+ODtWvXYsSIEYiLi8PJkyeRmZkJPT09WFlZwcTEBJcvX0ZWVhakpaUxc+ZM7N27F0pKSnB2doaHhwfWrl2Lixcv4s8//4SzszN69OiBQYMGQV9fH6GhodDS0oKPjw8sLCxgbGyMPn364NmzZ7h37x709fVx+fJlnDhxAu3atcOIESNgZGQEb29vXLx4Eba2tqIwZxERESKFLiIiAmVlZVBSUoKFhQUGDhyIsrIyHDp0CC4uLkhMTMTAgQMhJSUFLS0t6OjoQEdHp47F9PDhwzh16hSCgoIgJSWF3r17w9CwbhzW4uJiPH78GImJiSgrKwObzRZrMSYicDgcKCgoQEVFpV4lX19fH127dsWrV69QUlIiVq5r166YO3cuFBQUkJWVBSOj2jErVVVV4eLigq+//hqXL1+Gs7Mz8vPzoaamBiUlJXz//fdYtGgRnjx5gn79hNOF5eXlSElJQXJyMqSkpMBisaCnpwc9PT2MGDGi1rFJSEgAw9R+GAFAmzZtMH78eIwfP164ijsyUhS9RBwqKio4duwY8vLy6pWpplWrVrh582aj7hfa2to4e/ZsvQp6NVZWVvj666+hrFx/eKHWrVvjq6++gomJSR0Xn4ULF4quGQMDA+jr62PkyJHIzMzEhAkT6lwDsrKy6NevHxwdHTFz5sx6ZwN0dXWhoqJSJ454TdhsNrp06QJzc/MG91HC+0dHVR4z+ulhRj89VPAEeByfh8D4PNwMS8evNyLw640ItFOWha2ROmyN1TGgk1qTFSItZVlsH98Fc20MsOtWNPb4xMBIszVGdmnf6G9XDDPBvahsnAxIRA9dlXoXfw0y1oBbSArKuPw6bhS7vKMQnVmC47N6Q0VBBldDUrHy8gtoKLaC20Kren2q80q5OPUoEScfJSK7uBKG6grYOs4S47p3aHZEi6yiCjxLLkB0ZjEiM4oRnVmMV9ml4DNCwxqHzYKBmgKsOrUVKePt28ihQxs5tFOWhaqCzHuZgexvKMwH8CKlADs8IuEflwsrQzX8OfF19KUKngDZxZXIKq5ASn454rJLEZddgrisEjyIzQG3hmKv1roVDNUV4DK1R7PjKrNYLPQ1aIu+Bm2Rkl+Gk48Sce5JMm6GZsCivRK+teqIUV3b11GE5WWk4DK1O0zuKGKXdzQScsuwf1p3tFNu3sDG/UUanibkYv/Unh9cUeYJGIQkFeB+dDbux2TXUZSVZKWwZ3LLupx8DFrEssxisRwB7AHAAXCEiHa8Ud4KwAkAPQHkAphERAkN1fkpuGE0pHC/CZfLRUxMDIyMjBqd8q+uOyUlBceOHRMtmBszZgy+++47cDgcEBGSk5NFC52Cg4MRFxeHsrIyaGtro0ePHujduzdiYmIQEhKCcePGoVOnTvjtt98wb948UaSK/v37Q0lJCQkJCSKLsr29PcLDw7FixQrcvn0bAQEBsLS0FE2T6+vrQ0NDAz4+PujYsSP4fD6Ki4uhoKAAc3NzkauAmZmZ2Ji+OTk5CA0NxYsXLzB+/PgmL07jcrkoKSlpVPkChAqxQCBoUsSIppxHcQvuJHy+fArnU2JZ/nCk5JfhQUwO7kdn42FsDoor+GCzgC7abWBrrI55tgZvtUgwPK0IplqKTY608Dy5AGMP+OGb/h2xcbSFWJl70dn45ugTnJzTBzZGr93eEnJK8e2xJ7A318TPw83wm2ckgpPywWax8L/pPRtMsBCWWoiR+x5ioLE6Zg/Qh00ntXeODnHoXhy2e0QCAHRU5WCiqQgTLUUYV73rqym0SEzbd+VZcgG0lGSbnGxGwBBS8ssQm1WCuOwSxGaV4FV2Kc58169F/XvLuQJcCUnFcf94RGeWwFizNbx+sK33fuQZloFTjxIQmVECl6nd0c/g7UKI8gUMhu2+D2kOGx5Lbd5bdJCaJOWW4WGs0Pc4IC4XxVV+yt112sBAXQEXnqYAADq2lcfp7/o16pryqfBe3TBYLBYHQDQAewApAAIBTCGi8BoyCwF0IaL5LBZrMoBxRDSpoXo/BWX5U6O0tBTu7u6Ii4uDj48PEhMTwePxIC8vDz09PRQWFkJNTQ3S0tKorKxEREQEiouLoampiejoaPD5fGhpacHW1hZJSUkoLy+HjIwMVFVVMWjQIDg6OqJLly64efMmLl++jISEBPTs2RPr1q2TLOiTIOEtkSjLHwe+gMHzlALci87Bg5hsxOeU4unaoe/d4vbL1VCceZwE9+/FR7woqeSj66ZbWDDQED86vA43t9rtBS4Hp8JjqQ22uIfDNyobM/rrYX0TE40k55W91cLExkgrKEdWcSWMNFq3eEKL/xJEhIC4XOSUcjG6a8MzFDGZxZh3KgiJuWVY5WiC72ya7sfsFpyC5Ree4+D0HnC0FJ85+F0pLOchIC4XD2KEg9HE3DJ07qCMvFIubI3VMdBYDf0N1aAsJw2+gEH/7XegqdQK/8zug7bvKX76++B9K8v9AWwkIoeq76sBgIi215DxqpIJYLFYUgAyAKhTA41/CjfdTx0iQnR0NO7du4erV68iNDQUubm54PF4UFZWBovFQn5+PogI0tLSkJeXB4vFgrKyMgYPHoyxY8di8ODBn12UAQkSPgckyvKnQQVP8EHCTxWUcTHkz3swUFPAxfni/ffH7PeDDIeFi/OFyUnyS7nou80Ho7u1R25pJR5E52DTGAtM69tyYb8kfB4UV/Cw6vILPE3Ix6TeOlhub9yowswXMLDbdQ8KMlJw/35Ai1mVeQIGz5MLcD8mBw9jsvEsuQAMAQoyHPQ3bAsbI3XYGKlBv57INIVlPCi04nxU3+nm8L59ljsASK7xPQVA3/pkiIjPYrEKAbQFkNMC7f9nYbFYMDExgYmJiWgB27JlyxAbG4uioiLEx8cjJ+f1IZ40aRKWL19ex+9WggQJEr5UPlSc1jbyMvjZ0RQrL7+AW3AqvhITkaCfviqO+SWIFHgVBRmcn9cPm66HI72wHP/M7gPrTmofpL8SPi0UZaWxf2oPbLsZiX13YtFGXgZzBug3+Bu3kFQk5pbh8MxeLaYoe73MwIoLz1FS+dqVadHgTrAxUkd33TZNmu34ElOkt4SyLO4MvWkxbooMWCyWMwBnQLj4RkLTYBgGERERcHd3x8WLF5GamgoZGZlaYe8EAgFOnDgBPz8/zJgxQ+TjLEGCBAkSWoave2rjbGAStntEYKi5Zp3Ffv0N28I/LheZRRXQa/t6YXl4ehF++6qLRFH+j8NisbB6uCmyiyug1ZTkHwQMNFbHULOWWzxnqN4ao7q2h62RGqwMm75I9ktH4obxGVJcXIwnT57g3r178PLyQlpaGgQCAZSUlFBeXg5FRUXIyMiguLgYqampUFRURHZ2NnR0dCAjIwMpKSkIBAIoKCigX79+GD58OAYPHiyKplBQUIDExEQkJCSgdevWsLOz+8h7LEHC54fEDeO/SVhqIfbdicGWMZbQaGK2s/TC8mZHQpAgQULL8L7dMAIBGLFYLH0AqQAmA5j6hsw1AN8ACADwNYA7DSnK/yUCAwMRGBgIQ0NDGBgYwMDAoFaiDSJCfHw8/P394ebmhsDAQCgqKkIgEKB169awsrJCeXk5IiIiMHz4cFRWViIwMBA6Ojrw9fVF586doaKigqCgIKSmpkJDQwP6+voYNWoUEhMTERQUhKysLLi4uIDNZmPQoEHQ0NDA2bNncfv2bVhaWqJPnz6iCBgWFhZo3759kxYfcLlc8Hi8ekPzSZAgQcKXhmUHZRya8XZjJImiLEHCp807K8tVPsiLAXhBGDruKBG9ZLFYmwE8JaJrAFwBnGSxWLEA8iBUqN8LTQkTVlZWhpycnDoxf9/E29sbaWlp6NGjB8zMzOoNU0ZEyMjIwOLFi6GrqwsLCws4OTnVSYRQVFSEqKgoREREIDIyEpGRkcjOzsbDhw9ha2uLtWvXQltbG8HBwQgICEBAQAByc3Ohra2NtLQ0+Pr6QlZWFjt37gSbzcb58+eRlpaG7777Dh06dMAPP/yA8ePHY8qUKbhx4wYKCgrQtWtXmJiYoHfv3ti/fz80NTUhIyODtLQ0ZGdn48yZM/D19cWZM2fQsWNHyMnJ4dmzZ+ByuXB0dISNjQ2GDRuG9PR0BAcH48SJE0hLSwObzYahoWGtrHMaGhooKyvDjh07cPXqVURGRmLdunXo2rWrKMZy27Zt6xzzlJQUBAQE4NGjRxg1ahQGDhxY73kRCAQICQmBr68v5syZAxUVlXrPX2pqqiihhZqa+OlNIsLz58+RnJyMUaNG1VtXcnIyIiIi6k1eQUQIDg5G9+7dxV5/n0Iosy+J9PR0tG3btt4wjW5ubrC3t28w9nRubi5UVFQavV+8TQjJT413CetZNUs4B4AAwBIi8vqAXZcgQYKETwci+iRfPXv2pOawZMkScnV1JYFAUK9Meno6KSkp0erVq6mkpKReuZUrVxIAGjhwIP3777/EMEwdmdzcXLKzs6OJEyeSjo4OOTk5kbe3dx3ZAwcO0OjRo2nlypV07NgxCggIoPz8fMrMzKT79+8TERGXyyVHR0davXo1Xb9+nbKzs4mIqLy8nLKysig1NZUSEhLI1dWVNm3aRCkpKcTj8Wjbtm3k6OhIcXFx9OTJE3JwcKBRo0bR7t27aciQIXT58mXat28f6enp0fz588nJyYlMTU3pxIkT9Oeff4r6GBQURM7OzjR48GA6cuQIhYaG0oEDB2jcuHGUkJBQa394PB5FRUWRm5sbbd68mSZNmkRr1qwhIiI+n09Xr14lBwcHOn36NP3111+0YsUKmjhxItnZ2dGLFy9E9fD5fLp27RqNGTOGOBwO2dnZkZ2dHS1evLjOsS4qKqKffvqJVFRUSFpamoYOHUoPHjyoI1dSUkJr1qyhVq1aEYvFohkzZog9v4GBgdSnTx8CQPr6+nT9+vU6MiEhIWRnZ0cASE9Pj0aPHl2rPC8vj3bv3k2WlpakoKBAw4YNIzs7Ozp58qSozy4uLuTk5ET//PMP/frrrzRv3jxycnKioUOHUmVlZa36ysrKKCgoiE6cOEErV66kkSNH0t69e8X2n2EYevnyJe3atYucnJwoMzNTrFzN/d22bVuDMkREFRUV9Pfffzcq9+jRI3J2dqbg4OAG5VasWEFz5swhV1dXioiIEPvfjImJITs7O5o1axb99ttvdP36dYqJiRFdS6WlpUREtHXrVtEx1tLSoi1btlBWVlaturKzs6lNmzakqKhIixYtorS0NLH92r59OxkZGdGNGzfq7Tufz6chQ4bQkydPGjscdYDQWPDR7qEQKshxAAwAyAB4DsD8DZmFAA5WfZ4M4HzVZ/Mq+VYA9Kvq4TTWZnPv22/L+qthtPLSc0rMKf0g7UmQIKFx9vpE04KTTyk0peBjd6VZNHTP/uLSXVMTLHh8Pl+Uea4hQkNDwWazYWEhPsj8m6SmpqJDhw5N7uu74uvri02bNmHSpElwdnYWZTTbuHEjTp48iWPHjmHYsGHYt28f9u/fDwcHB3z33XeoqKhAly5dICsrizlz5mDSpNohr4uKinDmzBmcO3cOFhYWmDdvHrp06dKsPjblfFRTndlQS6v+tK6A0L3D29sbQ4YMgZxc/dOXxcXF8PT0hJ2dXb2JTgQCAYKCgpCWloaxY8eKlSktLYWfnx+ysrIwffr0WmVUFb7v0aNHCA4OxubNm0WZ6tLT07Fp0yY8ePAAaWlp2LVrF3R1dREVFQUbG2HK25oprgsLCyEnJwdTU1ORxd7c3LxWaL+CggL4+PjA09MTUVFRMDMzg4ODA+zs7OrNkFdZWYlNmzYhKioKLi4uYlM/v8no0aOxb98+6Ok1HMIqODgYhw4dQmxsLKZOnYrJkyfXcbshIsTFxcHf3x/+/v6IioqCoqIi+vbtCysrK/Tp0wcKCgpgGAZJSUmimZeIiAgkJCQgMDAQ0tLSWL58ORYuXAh5eXkcPHgQISEhsLS0RK9evTBgwADRdVZZWYnDhw/DwsIC3bp1q3f2IS0tDSoqKg1eQ9X3x+bMCnxsn+V3WU8C4OeasjXlGmrzQ/ksd998C/llPLBZwFc9tLF4SKdaC+YkfHnwBAzcglPw9/1XmN5PD7OsG44UIeHDM8blIZ6nFAIA7M01sWyosdiY458q7zXO8vtCslBEPJmZmTh+/Dj2798POTk53Lp1C3p6eqioqMDIkSPxxx9/YMOGDdi1axekpKSwfPlynD17FqNHj4anpycMDAzg7OyMCxcu4Pjx49i7dy+0tLSwefPmOlPNRITAwEAcOnQIiYmJmD59OiZOnCg2a5+EhikvL8e1a9ewfft2PH/+HH379kXfvn1FLizm5uZi0zJXK/NeXl64f/8+ZGVlMXToUDg4OMDExKRRJe7Jkyf48ccfMX/+fEyZMqXJSl9AQACOHz+OQ4cONUm+uLhYNMAyNzdvdIBVWFiIx48fIyAgAE+ePEF5eTksLCxgZWUFKysr6OrqgsVioaysDK6urtDT04OBgQEMDQ0bVG4/JT4BZflrAI5ENLfq+wwAfYlocQ2ZsCqZlKrvcRCG/twI4BERnara7grAg4guNdRmG11Tsl15BABABFBV0KPqxwwR0FFNHvE5Zaj57BGVg0SfDdUVEJtdKrTsCAtR/ZaYWwpGzKOrrYIM5GQ4qPlYq27HvL0SXqYV1WqrdttCjDVaIyqzuE5ZdT0EoJ2yLFLzy0W/kWKzwBMQ9k2pP61vVnEFAuJyEZpSiMyiCvTQVcasAYYAAKe9D9ChURgrcAAAIABJREFUjRwSc8sgxWHBWFMRyXnCz9IcNqQ5bEixhZ+rt2kpyaKwnAcOmwVpDgtSVTJSbKGMFFu4rXUrKfAZBtJsNjhsFqQ4LOF7lSynSlaazQabzQKHDXDYbHBYQrmaLyk2CyyWMOU1h8UCq0qGzQLYbBbYrOrtwhBYHLZQhgUItzVj0FmtJO+5HYO0wgoAwNc9O2DnV11BRGDo9XXDEEHACLcxDEFABIYIDAPhZ0ZYLiCCgGEgYISZ/QQMgS96Z0TbqmV5fOF2vqDqnaGqzwS+gAGfYcATCLfxquR4guptQnmugIFG61ZIzi973VaN+qq/a6vIITarBD4rhO6I+cUV8H+VgxFdOrxXV76SSj4G/e4LQHiuAIjOm/Cz8ENHNXkk5ZZVyb3uD4sFZBZVgCeo+8dUkZdGG3mZ12HRWK9DpBlptkZcVqmojup2au4qi8VCJ3UFxGXXkHujX9XX3Kiu7THXxqBZx+B9L/CT8AG5evUq1qxZg86dOyMoKEiUGnvhwoWYN28eSktLoaWlBUNDQxw9elQURo7H4wEADhw4gDlz5iA+Ph7x8fE4fPgwXFxcMGHCBBw7dqyWtZ3FYqFPnz7o06cPCgsLcerUKQwfPhzdunXDvHnzYG5u/rEOw2eHnJwcHB0dYWZmhsTERLRr1w69eonXo9LT0+Hl5QUvLy+kp6ejZ8+ecHBwwI8//thkRbGiogIbNmzAq1evcOHChUat9W/Sv39/bN++HYmJiY1alwFAUVER8+bNg7OzMwIDA7Fnzx4kJSWJBlhv9ltZWRnDhg0T+YALBAKEh4fD398f69evR2JiItTV1WFlZQUzMzP4+/s3OpMgoQ7vEtazSeE+gdohPxXbGUBV4fVDsVpREn4WvqvIy4CnQqLGxT70WICGoiw41QN4VrWsUCY1vxxcASPqgzRHqKx21VZGm6r00G8+RNUUW4lSR7/5QGbVeIq3kZOGnppCnX6zwBJ9lpfhoILHiMrZLBaIgPZi0vom5ZZhl3cUQlML0UqKg1IuH731VKBSIyRXF21lyElzwGaxwGcYyMtw0EqaDZ6AUFLJr6F8vVbUTLQU8Sy5QLhNIFS2eAyDN+1fXXWU8Ty5sE6/3sREU1E0SGgIwxpKS0PoqykgPqeuHKvGuWRVySXk1par3gemShl+k0tBqbgUlCq2XQM1BbwS0+6bdGwrj4Qqpa8h2im3QnphZaNyAMBmAVIcNqTZLEhLsSHFZlcNZIQDHJaWEtIKKiAtGrAIZWSlhQMRDpuNdsqyaCXNAUMAhwXcicrClWfpUFeSQx998amwBQzBOzwDw8y1mh1vWYrNwjALzRrXD9Ua5FZtgaKsNHRU5EU3g5qD4jsRWSgo54nq5LBZEDAEI01FaFZFhhENfoUVQkNRRvT/ETeQrZZtoyCD9jymdr9EfXhdp7zM+1FrJZblz4SioiI4ODggOTkZe/bsgb29vUix3bNnD3JycrBlyxaMGDECf//9N7S1tWFvb4+YmBgkJCRgzJgxWLx4Mezt7WFkZIR169Zh5syZovp9fHywadMmHDt2DIaGhrXaTkhIQPv27SEjIwMiQkBAAP7++2+kpaVh5syZ+PrrryEr27QQSRLqUllZCT8/P3h5eeHx48fQ1NQUKZI6OjpvXV9AQABWrlyJRYsWYdKkSc22RgQEBOCff/7BwYMHm/X76gHWhQsXmjXAysrKwqNHj3DmzBmcP38e7dq1w9atW/HNN998FgvuPgHL8hfrhtFzizdyS7nQUGyFJXZGmNhLBzJSn941cTM0HSf8E/A8pRDzbA0wvLMWjDUV36uFUMAIFetqSyVXwIChKsvpG5bRaksqnxFaXflVL6aGpfVNSyyLBXD5wvqppiW3yoorYISfZTgsVPCYWpZf4QxBbWuwrDRbNPCoCYsF5JVycSM0HVwegwr+axnzdopwsGgHNuu1xZpdZdGWlWKDz5DIGs6uKuOwUfUufMlUJdd4bW0XWubZrDet71VlHKH1ncNhQbra0l5tzecILervI2NdBU+AWceeQF+9NbaN6yxW5mZoOhaeDkaXDkr4fUJXmGh9HNeHUfseIjS1EMpy0lgwyBAz+ul9VinTG7xn1+fM/LFfH2qhyOfAqVOnSElJiRYsWFBn4aC3tzeNHz+eBAIB3b59m5YuXUpEwsVf+vr61LFjRyouLqaVK1fStGnT6MyZM+Tj40NaWlp12omNjSUbGxvy9vautT0gIIA0NDTI3Nyczp8/L9qem5tLf/31Fw0YMICWLVtGkZGR72Hvv0xiYmJo3759NHr0aLKzs6P169eTv78/8Xi8ZtdZVlYmWkiZkZHRIv0cOXIkJSYmvlMdDMOQv78/ffvttzRs2DA6efIklZeXN/n38fHxFB4eThkZGXUWRH7K4OMv8JMC8ArCBXrVC/ws3pBZhNoL/C5UfbZA7QV+r/AJLfA7H5hEJwMSqILH/yDtNQePF2k0bNc9Grf/ISXk1L+QXELjlHP5dNwvnnr96k16q9xp5cXnH7tLH5TN11+S3Z++JBDUDTJARCQQMHQ1JIVmHHlERmtv0tWQlA/cQyFeYenk+uAVlVQ0/zn2MWnonv3RleL6Xl+6slxRUUFhYWF06dIlunXrlliZkpISsrW1JS0tLQoKCqpTXq3cFhYWEsMwZGdnV0tJ6ty5Mx08eJAYhqGjR4/SmDFjSFlZmRISEsjExISOHDlSp87CwkIaN24c7dmzp5Zi/uLFCzI1NSVra2v67bffakURYRiG7t27R9OmTSNHR0c6e/YsVVRUvMvh+eIoKiqif//9lxYsWEA2NjY0a9YsOnfuHOXk5LRI/Q8fPiRra2u6cOFCi9RXjZ+fH82fP7/F6svLy6M9e/aQjY0NLV++/IseYH1sZVnYBYwAEA1hNIu1Vds2Axhd9VkWwEUAsQCeADCo8du1Vb+LAjC8Ke196fftphKTWUxm6zxo4kF/Kud+ugr950Y5l0+Xg5IpJrP4Y3flg3I5KImst/tQWGrDUSZySyppwv/8qfev3rTrVlS9yrUE8UiU5U8MgUBAc+fOJQDk4OBAxcV1//gXLlwgZWVlmjVrlthQW0VFRWRjY0OxsbFEROTq6krTpk2rJWNsbExXrlwhIiJ/f38aNWoUmZubU2xsLD148IA0NDTq7d/atWtpzpw5tZTe3Nxc4vF49M8//5C1tTXt2LGjTt+zs7Ppjz/+oC5dutDYsWPpyJEjjYYW+5JgGIbi4uJIIBBQcHAwbd++nRwcHGj48OH022+/0YsXL8SGIGwupaWl9MMPP9CUKVPqhFBrKZycnN7ZuvwmDMPQ/fv3afr06V/sAOtTUJY/9OtLvm83Fb6Aoe/PBNPg3+9SekHTZ1AkSKiP9IIy0lvlTofvxzUqW8kT0NYbL0lvlTvN/SeQij9TK+/HQKIsv2cEAgH9/vvvNHv2bJoyZQo9fy5+iojH49HJkyfJxsaGNm7cSN9//32daeXS0lIaOnQoaWhoUEBAQL3tffXVVyJ3iaysLJKTk6O7d++KZPLz88nU1JTu3btHREJF96uvvqI1a9bQnTt3iIjI3Nyc9u/fX+9+nTt3joYOHUrp6en17ou1tTVt27aNioqKapVnZWWRjY0NAaC2bdvS+vXrqaysTGw7OTk5FBAQQNevX6cTJ040aYpeIBBQQUHTYjny+Y1bdhiGeWclNjExkUaOHEkdO3YkW1tb+v7778nd3b3BWN7vwv3798na2pouXbr0Xuqv5uHDh7RgwYL3Vn9OTg79+eefNGDAAPrpp58oJibmvbX1IZEoy58XLTWIPeEfT3qr3N9qKvxpQl6LDqIlfN4UlXPrbLPZeYe++yewSb9nGIaOPXxFBqtvkP2fvvQiOb+lu/hF8p9Sli9evEju7u4N3ngSEhJo2rRp5OLi0qAiNWPGDJKXl6fBgweLLLhvkp+fTwsXLiRTU1MyMDAQ6y5BRHTlyhWytram33//XaRYvtlHX19fUlFRoalTpzbYrx07dtDu3buJSKgI9u3blwDUUlgfPXpEvXr1orCwMNG2IUOG0PPnz2nevHkimfqsy9UEBQWRlZUVxcWJH9Hy+Xw6ffo0DRgwgFxcXGqVMQxDx44do0uXLtGQIUNISUmJunXrVieRSHl5Oe3cuZOUlJRIWVmZvvnmGzpz5kydthiGoVOnTlGfPn1IQUGBJk+eTPHx8XXkBAIB3bx5k5YvX07dunUTJUsRV9+zZ8/o559/pgEDBtCrV6/EylXXN2XKFPLx8RErk5qaSjNmzKDhw4fTpEmT6OXLl2LlarYdFhbW6AOSz+dTSkrth25JSQktWbKEpk+fLkpck5+f32Ainmqa6vP7Zr+cnJwoKSmpTl1cbt2b+ptU97EhysvLKSMjg+7evUtTpkwhJycnunjxYp364+LiiMvlUnR0dL118Xg8WrZsWb3ns5pHjx5ReHh4gzIMwzQrIQmRRFn+1KnkCSggLod2ekTQyL0P6Lhf/DvXmV1cQZ03eNLUwwH1/reziytqlT2KyyG9Ve70973GrYYSvnxis4qp++ZbdQZb22+Gk+Nf997KteJhTDbN/SeQ9H92p58uPpPMdDTCf0pZfvDgQaOWvNLSUjp48GCji6nOnj1Lv/32W4NyPB6PAgMDKT4+vkFLZ2xsbL0W0/Lycvr5559p/PjxTXow5+bmim62fD6fNDQ0aP369bVkGIahyZMn18peZm9vT1wul2xsbET7NHv2bPLz8xMt1hOncGVlZTWqZPH5fIqIiGhU5tChQzRmzBgaOXIkubm51Tq22dnZdPnyZYqPjxebma+aZ8+e0bfffkvbtm2ro8BVk5aWRnv27KH+/fvXOTbVpKSk0LZt28je3p60tbVrDSyqycvLo0WLFpGGhgZxOBzauXNnHZns7GxasmQJSUlJkbGxMc2aNUuUlbHmvru6ulJwcDCtXr2aBgwYQPPnz6/X2s7n8+nUqVM0YMAAOnHihGi7r68vWVtbi9xriIT+5NbW1vUei2pyc3NpxIgRDcoQCY/drFmzam178OBBHevyjRs3mmRxXrJkCS1evFiUhU8cCQkJZG9vT0uWLKGkpCTKzMyknTt30oABA2j16tUixffYsWM0YMAAUlVVpV27dolVSKKjo4nFYpGCggK5uLjUO4g4cOAATZgwod4BLpEwq+aGDRsaHfyIQ6Isf1owDEOvskvouF88zTn+hMzXeZDeKncyXH2DJvzPn649S33nNn688IwMV9+gmMwiseUVPD4Zrr5Bu72javVr3omnZLXd56MtzJLwaZBTXEG2v92hHptvUVJu7fvlhcAk0lvlTlEZ4q+t+sgrqaQt11+S0ZqbZPLLTfrNM0Ks5VrCf0xZbkk+xLTYo0ePaMCAAXT69Olmtbd7924yMzMTWzZ8+PBafqDOzs4UExND69evFy0qTEhIoJEjRxIR0ahRo2jo0KGUmvruD43GSEtLo61bt5KVlRX98ssvdPjw4bdWSJp6vJoSYaKioqJRd43s7GyxA7GXL1/StWvX6OjRo3Tx4sU65fHx8SKXlOnTp9Pdu3frbYvH49GJEydEPuHVswXFxcW0aNEimjFjBuXm5ork3dzcaMiQIU06Z9Vp1BuDYRgaMmRIne0jRoyoo5D/+OOPdPDgwUbrdHNzowEDBtTrWlTdrq+vL40cOZLmzJlD69evp1evXpG3tzdNnDiRRo4cSVeuXCE/Pz+aNm0ajRgxgn7//fc6x1IgEBCXy6XKykqqrKz8aNPbEmX541NYziXv8Axa7faCrHf4kN4qd9Jb5U42O+/Q2isvyCssvcUUh6cJeaS3yp223ax/tiI0pYD0VrnT9ee1/69F5VxyPvGU9Fa501/e0RKXjP8gcVnFNGz3PRrr8pCeJuTWKU/MKSW9Ve50wj++WfUn5ZbSkrPBpLfKnbpvvkXH/eKpktf4bGR9hKUWfHHp5iXK8idIeXk5rVy5kiZMmCDWJ7gmQUFBYhW+rKwsat++PXl6eor9nZ2dXa3vu3btouvXr1NYWBjNnTtXtN3Z2Zn8/f3pypUrxOFw6PDhw83Yo+bB5/Ppxo0bpKqqSq1bt6bLly9/sLY/BHw+ny5cuEAnTpyg8+fPi7W+FxUVEY/Ho+PHj4uijdRcOOnj40PW1tZ07do10TaBQECbNm2imTNn1mudrklGRgbZ2dk1+SE8ZMiQOrL379+nhQsX1tm/UaNG1bGkiyMzM5O++uorWrt2baMzFe7u7sRms6l9+/YUGhpKRETp6em0detWsra2pnXr1rX4osOWRqIsf3gEAoZCUwrI5U4MTTjoT4arb5DZLzep60YvmvtPIJ0ISHgvYdz4AoaG/3Wf+m693WDYrPNPhNbBV9l1+1DB49Oy8yGkt8qdlp4LprLKpkXRiEgvbHa/xZGQU0K+UVmUWVguUdrfAS5fQFeCUyg8rfHzcycykyw3eFK3TV4UECc+QhLDMNRv221adLr+mbCm8CK5gCYfCiC9Ve408Lc7dONFWrPO87TDj0hvlTsN+v0ubfg3jO5EZDb5mv1UaeieLUlK8hGoThqxePFiTJw4sd4A9SUlJVi7di0KCwtx/PjxWmVEBF1dXVRWViI1NRXS0tJ1fj906FDcvn1b9N3DwwMvX77Ejz/+iIEDB+L27duQlpZGYmIiFi9eDDc3Nzx58gSrVq3CjRs3oKys3KL7XR/l5eUICgpCZmYmMjMzMXbsWLRv3/6DtP2xefz4MRYuXAg5OTmMGzcO8+fPh4KCAgBhCulVq1ahvLwcu3btgoqKCgCgtLQUs2fPRu/evbFixYomJThYtmwZnJycMHTo0Cb1a/r06fj999/Rrl27WtudnJxw6NAhaGtri7bl5+dj9OjROHXqVKPZ/ogIJ0+exNGjR7Fv3z507iw+yH5lZSViY2MRGRmJzMxMzJ49W5T4hmEY3Lp1C0eOHAGfz8ecOXMwYsQIcDicJu3bh+JjJyX5GHyM+3ZeKRcPYrJxLzob96NzkFMizLZm0V4JA43VMdBYHd11Vd5r0pLTjxKx9moY9k/tAacu7eqV2/BvGC4FpSB0o4PYTGtEhL/vv8Kt8EzwBAwOz+wlynwmjqDEPHz1vwD06aiK72wNYGeq0ewMbtUc8I3Fb55RAIRpik21lGCipQizdoow0VKCsWbr95Yl7W2ISC+ChmIrtG3dqknyXD6DxNxSxGSVICazBDFZxUjILcXVhdYtmkyksJyHs0+ScNwvARlFFZgzQB/rRopPxkREcH0Yj603I2CqpYS/Z/SEjqp8vXUvPReCgLhcPF5j906JbYgIvtHZ2HEzElGZxRjfowMm9dJBXwPxGQLFkZBTinvR2fCNykLAq1xU8BjISLHRV18VA43VMchEHYbqrd9rAp6WpqF7tkRZ/oCUl5dj3bp1SE5Oxr59+6ChoVGvLBFh7ty5OHr0KIKCgtCjR49a5QkJCdDX18eyZcuwa9cusXW8qSzHx8dj69atOHLkCLZs2YJevXph+PDhAABnZ2fMnj0b/fr1w507d3Dw4EGcP39e7IV+8+ZN9OzZE5qams05DBKq8PHxwbhx46CmpoYjR45gyJAhorLbt29jw4YNWLNmDZycnETbExMT8c0332DVqlWic9cYKSkp+O6773Dz5s0m37h+/fVXWFtbY/DgwbW2P3jwAOfPn4eLi0ut7ZGRkZg/fz5u3rwJefn6b/bVJCUlYcGCBbC1tcWPP/7YbEU3NTUVrq6uuHXrFoYNG4Y5c+agQ4cOzaqrpZEoy+8HhiG8TCvCncgsRGQUwetlBoiANvLSsDUSKsc2xmrQUPwwWUUTckrh+Nd9jO+hja3jLBv8j0046A8i4NICqwbr9A7PxNJzIVCUlcKRmb3RWVu84aKkko8LgclwfRiP1IJyGKgpYK6NAcb36ABZ6eb9pwrLeYhIL0JkehGiMosRkV6MqIxilPMEAIQZ8/RU5WFjrA4ZDhsd2sihg4ocOrSRg7aKHJTlpN+rghSZUYSdHpG4G5WNKX10sX386wE3T8Agu7gSmUUVSM4rQ2xWiVA5zipBQk4p+FW5s1ksQEdFHkYarfHnxK5oIy/zzv1KzivDUb94XAhMRilXACvDtvjOxgADjdXFDmC4fAZrroTiWXIBLNopYftXnRsdhJx+nIidnpG4ttgaHdu2fuc+CxiCW3AK9vjEICW/HHamGlg13BTGmopvVU8FT4DAhDz4RgkHrbFZJQAAPVU52BprYJCJOqwM1SAn8/qaLK7g4R//BEztqydKQ/+xkSjLnwB+fn74+eefsWTJEkyYMAE5OTmQlZVF69biL/jk5GRMmTIF06dPx/z58+uUnz9/Hr/88guioqLEpv4VCAQYPnw4bt26VWubo6MjvL29ERUVhR07duDYsWMAhMr3kiVLcO3aNQDAjh07wOFw8NNPP9Wp+/nz57C2toaDgwO2bt0KU1PTZh2T/zJEhNDQUBgYGNS6BoqKivDTTz+Bz+fjzz//RJs2bURl9+/fx9q1a3HkyBGYmJg0ua358+djxowZsLa2bvJvLl26hOzsbCxYsKBOWc2U6jW5ceMGTp8+jdOnTzfpYckwDPbv34/r169j37594PP5sLCwaHIfayIQCODh4QFXV1ew2WzMnTsXw4YN+6jWZomy/HYIGKpKX1z32imp5ONhTA7uRmbhTlQWsosrwWIB47p3gK6qPAYaq6OL9v/ZO++wKK7vjb+7NBWwAFJsINJUEI3Yu4A9dqPG+o0lxobRJFiJxh7Fbuy9xC4iRcAKVlC6VKX3svRlly3n98cKP5Hd2aVpTPg8Dw8wc+be2d3ZmTN3zn3f5lCq5ahqdRGKxJhy7AXiskvgtWIg9JvJTtCJCDNPvYJlq2ZYM6qj3LYj0wsx/9xr5Jbwsee7rhhlJXvEWigSwzM8A8d94xCWWgAdDVXM7mOEmb3rJhERiwnJedyKxDkqoxBiIjyJya5iVa2uqlSRPLdu0RhG2k2gxGZDXU0Z6qrKUFdTgoaacqX/1dWUoarEgkBMKBOKJT8iccXf3DIRHkZlISCBg+fvc8GCxDq7bYvGMNHVQGYhH1lFPOQUl1Xsh0lLDcTlFMNIWx0muhow1dOAqa4mTHQ10KGlRqXErTYEJeXhpF88PMPTwWax8K11K8zr3x6WrWU/mc3nlmHRxTd4GceBg60pVtiZKnTOjEgrxKgDftg3tSvGd6u7QQGeQIQzzxLw1+N3KOELMembNlg5zAwGzRrXqL2UPC6exGQjPKUAd0LSwC0TQU2Zjb4dtDG0ox6GWujCKzwDf7hFwLilOv5e0JvxCcrnoiFZ/oJwuVysW7cOmZmZ2LdvH96/f48jR46gpKQEN27ckPoFKSoqwpgxY3D06FF07Cj9pLpjxw7o6+tj7ty5Utfn5uZi8eLFuHr1aqXltra2ePDgAQBg8ODB8PLygpqa5DHWwoULMW/ePPTq1QtisRhTpkzBsmXLMHjw4CrtOzs7Y+fOndi6dSsWLFggdR9EIhEyMjLQqlWrr+pRzJfCy8sLf/zxBzZs2IARI0ZUWnfs2DF4eHjg3LlzlRJoecTFxeHnn3/GnTt3qrUv4eHhOHHiBPbv319lna+vL65fv46DBw9WWbdjxw6IxWKsXbtW4b5iYmIwefJkcLlc+Pv7Q0tLq1r7+ilJSUk4deoUHjx4gJEjR+KHH36oUk7yOWhIlhVHKBKj57YHEIrE6NSqKToaNIWGqjI8wtOhrqaMyPRCCEQEzUbKGGjWErYWuhhk1lLhR/D1xcEHsXD2icGB6d0w1pq5dCy7iI8eW+9j47edMLdfe4Xazy7i48cLrxGYlI9V9mZYOtSE8VxKRHgZx8EJvzg8jMpCIxU2pnRvi7n9jNChZe1HIqX1xykpQ1o+D6n5XKTklSI1vxSp5b/zS9G2RROEpRbIbaujgSYi04uq1b+qEhtm+hrQ02wE3aaNoNdUDXoffrdp0RiG2upQU677G2aBSAyvtxm4G5IGr7eZ0GykjO97tcPcvkZyE8yEnBL8cDYAKXml2DnZChO6tWGM/xihSAzLjV74vqchnL6VXtpRG/K5ZTj86B3OPU8EiwXM7WeExYNM0KxJ1TJPReELRfCP5+BBZBYeRmUhicMFADRRVQK3TAQWgFbNG+PKwt6MJSifg4Zk+TMQFxcHb29vjB49Gm3btgUgeWS9Zs0a/Pzzz5g0aRK4XC569uyJtLQ0hIeHS63LFQqFmDx5MpYtWwZbW1upfZWVlWHIkCF49OgRVFWljxrExMRg7969OHLkSKXlU6dOxeHDh6Gjo4Nt27ahS5cuGDNmDADJ6LKDg0NFYpWfn48xY8bg6tWrVR5ti8VipKam4tChQ8jNzcWhQ4cqako/5q+//sLGjRvRtWtX7N+/X2by/1+moKAAq1atApvNxq5duyrVigsEAjg4OEBDQwPbt2+v9kjp3LlzsWzZMnTv3r1a2/F4PEycOBEeHh5S148cORInT56sclwQEWbOnIlp06bh22+/VaivsrIynDhxAjdv3kTjxo3h6upaJyPCQqEQbm5uOH36NBo1aoQFCxbA1tZW6pOY+qAhWVYcIkLPbQ+QXcSvsk5dVQkzehtiqIUuuhu2gEod1pfWhrCUAkz46xlGWRngwPRucuPfJOZh0pHnOD3XBkMtFC9h4wlEWH0zFC7BaRjXtRV2TuqiUIlFbGYRTvrFIyg5DzGZxRhgqoOZvQ1ha6FbpzW68uAJhOCWiVHCF6KkTIgSvhDFfBG4fCGK+cIPy0VQU2aBLySoKrGhqiz5UfvwmwXALzYbqXk8PI/LhehDOcUAUx1cmNfrs72WrEIeLvsn4fKrJGQV8WHfSQ99jLXxXY+20FCTX8cdkMDBwvOS78exWTbo2b76AwMT/3oGZTYb1xb1qfa2ipKSx8UenxjcDkpF00YqWDrEBLP6tEMjldrVqhMR3meXwDMsHc4+MZWrrSvIAAAgAElEQVTWKbNZsO+khz8nd4Fmo5on57WB8Zwta+bfl/6pzaxqeTM7eTwexcTEMOoCi8ViunPnDq1bt46OHTsms02BQEBjx44lALR9+3Yikm4akZ2dTSNHjqQzZ86Ql5eXzH6XLl1KJ0+eZNz/s2fPVpiSyOLFixe0bt26KsudnJwqNIzfvXtHM2fOrLR+/vz59PLly4r/Q0JCyM7OjtF84saNGzR48GCpBiFERCdPniRDQ0MaMWIEPXv2TGpMdHQ0DR48mDp06ECjR4+WqZaQlZVFHh4edOrUKdqxYwejprZIJKKwsDByc3OTGUMk+azfvHkjV5WkuLhY5mv8uC1FHAPLcXd3p759+0o9JrKzs2nEiBF04cIFhdv7mIiICJo8eXKNtiUiqfJx5Tx+/JiWLVsmdV1JSQkNHjy4RtrE2dnZlaTxpKHIzO1PrbPj4+Np7dq11L9/f9qxYwdlZmbW+0x/NKhhyKWwtIzcQtJoxZUgMl3nUSHtZujoRh03eNKN18nVak8eqXlcWnY5kDzDmL/r8igtE9LQ3Y+o19b7lF+imPScS1AKGTq6ydRgZkIsFtOhh7Fk6OhG4w49pcxCxc0lMgtK6cD9GOq97T4ZOrpRn2336eCDGMoq/Drt5TMKSmmbRwR13OBJyy4H1nt/YrGYXsXl0pJLb6jDGncydHSj2ade0YPIDBJWwyDEJSiFTNd60JBdjyheihqKoji5hFGnDZ7VMiepKW9TC2jO6Vdks9mHbHc/Jo8aKmd8ikdoWqXv+sc/Hda40cyTL+nss3hK5nxeaTqmc/YXP7nK+qlpsrx69Wq5MlZRUVE0YMCASoYd0li5ciVNmTKFUeYqPT2dpk2bRj/++GOFTuynphFERM7Ozowas0QSaa0dO3YwxhARHTx4sJK0mDQiIyMrtJQ/5vLly5Wk4ZydnSutj4uLo7Fjx1bZJigoSG5/a9askbk+LS2NkpKSaMGCBfT69WupMcXFxTR//nwaMmRIhcvgpwiFQjp//jwZGRmRlpaWzM86MjKS7O3tCQD17t1bZlvHjh0jS0tLAlDlMyuHz+fToUOHSF9fn/r16yfzZJGbm0uTJ0+mX3/9lS5duiQ1pvx1RkZGkqWlJc2bN48KCqpKC4WEhFQcR6dOnZLZVjleXl5VHOumTp1aIbtWzrVr1+S2xeFw6NGjRzRmzBjGm5FevXrRq1evpK5LSkqifv36UW5uLh05ckTuDURkZCRduXJF7r4dOHCAlixZQjk50uWViCT22T169JCarJeVldGNGzdo9OjR1L17d1q7di3jyZ/P59PPP//MaKgii4ZkWTpJuSV05mkczTjxkkzWSpKPrpu8aNqx5xUXzL7bH1QxZagNXL6Q9nhHk/l6DzJb51Frt77f74SToaMb+cXId6cs58D9GDJ0dKPSsprLa3mGpVGXjZL36m1q9STjBEIReYalV0h+max1p6WXA8k/PverlIgrLRNSmbDmOsHyKOYJ6OLLBBq+9wkZOrqR1e/3aPPdt9VOdMViMe31iSZDRzf67uhzyitRzEVVFuXmJLGZzDlAXfL8XTYN2yN5H6Yee15JDo8nEFJmQfWcAWMzi2jZ5UDa6RlJLkESeb1Cbhl5hqXTNvcIGrL7UcW5YPjeJ7TbK4qCk/Lq/QbhP5UsK/qlV8SmNy8vTyFDC7FYTHl5eVJNI74k0dHRVZYFBgbSqlWrGJOXefPmyUyCPgcf23bLgs/nS70Z+JTw8HBycXGRuV4oFFJQUBAdOnRI5pMGPz8/2rlzJzk4OMg04Hj48CG1adOGWCwWzZ07V+YNlrOzM3Xs2JGaNWtGu3btqrL+2bNndPPmTbK1taULFy7QwIEDpX6OHxMbG0sDBw6slNAFBQXRjBkzKsXl5OTQ6NGjGdsiIkpOTqa5c+fSqlWrKDBQ9sjN/v37ydraWuZ6Pz8/GjNmDO3fv59++eUXxj55PB4tWLCAVq9ezdjn+fPnCQD1799fpiNmQkICrVixgr777jvGJwEeHh40duxY6t27N+3evZuys7OpoKCg0ndDJBJRVlYWozunLBqS5fL3UEzBSXm02yuKhu99UmEOMnT3I9rmHkH+8bkkFImphC+gjhs8yc75cbUvvrIQi8V0OzClYlR1yaU3tR6t8o3JIkNHN/r9TlXHTyZ+uRZMPbf61KpvIokZRO9t96njBk/yCq/ZCPm7rCLa5PqWLH+/V5GQXHyZUGfv+9eKQCgiv5hscrwRQn22S46Zkft86e9XiTXSEC4tE9Iv14Kp9zYfWnk1uFYmIOVEpReSoaMb3Qqs26cu8hAIRXT+RQJZb/Ki9qvdaO2tUMop4tGc06+o4wbPOh8Ffp9VRMefvKcpR59T+9WSxHnYnie0+mYoPYjMqNVNpyyYztkNNct1wMOHD7FhwwasXr1a4TrNuoDH40mtEwYkNcsHDhyoIvFVUlKCadOmwc7ODsuXL5c6WSQuLg4rV66Ei4tLvez3v5GCggKoqalBTU1N5gScDRs2YMuWLdDV1YW/v38VTeKcnBx07twZLVu2xPjx45GQkIBjx45V6C5Lg8vlYuTIkTh16hRMTEwqlk+YMAF//vknTE1NK5adPHkSbDYbP/zwA+Nr4XK5mDZtGsaOHQt1dXVMnz5dahwRoWXLlnj8+DEsLS2lxpw4cQJRUVEQiUTo1KkTFi5cKLNfIsK6deuwa9cu3L59u6KW/tOY6OhoeHt7o3nz5pg9ezbja1EEPp8PFxcXnDt3DjweD6qqqrh8+XKtJxr+l2uW+UIRnr/PhU9EJh5EZiKzkA82C+hhpIVxXVuhTwcdtNepelyn5pdCq4lqnSgVBCfnY9PdtwhKyodV62Zw+rYTehjV7jPNK+Hju2MvISaC+/IB1ZJnm3rsBcREuL6IWTZOEbIKeVhw4Q1CU/Lx23ALLBpkXKNJ1NwyIe6GpOFWYCoCk/IgFBNsDFtglJUBRljq11gN4WtCKBLjVTwHbqHp8HqbAU5JGZqoKmFOH0PYdtRDd8MWNXpvMwp4+PHCa4SkFGD96I6Y1799nUx0F4rEGLnfD5O6t8GiQR1q3V51yeeWYd/9WFx4mQhVJRZKP6ihDDDVwfkfetbLZP68kjL4vcvGvfAMPInORkmZCE1UlTDQtCXsO0nUNVrUgeoL0zn7yyuLf8UUFRXht99+A5/Ph5ubW4VpxOeAiLBx40bs2LFD6vrbt2/Dy8urynJ1dXVwuVzcvn0bBgYG+O6776rEGBsbQ1tbGwEBAejRo0ed7/u/EXkGLleuXIGrqys8PDxk6iMvXboULVq0QElJCbS1tbF582a5M98XL16MVatWVUqUX758CW1t7UqJMiA5Ji5cuCD3tTRp0gRcLhcWFhbw8fGRGcdisbBy5UrMmzcPr169khqzYMECLF26FDY2NnB1dYWRkRGGDRsms72JEyciLS0Ny5cvR58+faCtrV0lxsLCok7lCtXU1DB16lR89913WL58Oby8vGBnZ4dz587JNE1pQDr53DL8dPENfGP+/4I2yExyQRtiLv+C1rp57ZOz9PxS7PKKxq2gVLTUVMOfk7tg8jdtam3WQUT49UYYinhCnJxjU20dY41GytCvI3ks3aaNcHVhb/xyPQQ770UhNqsI2ydaVVv5oYmqMqb2aIepPdohNrMInuEZ8AhLx6a7Edh0NwLftGuOUVYGGGllUCefzT+F8gTZPSwdXuEZyP2QINt11MMoKwMMNm9ZY51qQHKjtvD8axTzhTg+qzuGddavs31XVmJDIBLjbVphnbVZHZo3UcXGsZ0xpXsbTDzyvGK5X2wObgamYnJ3xdU9FKWFuirGWrfGWOvW4AtFePHhRvx+ZCbuvc2AEpsFG8MWsO+kh2Gd9NFOu+5VNRqS5Rpy//59bNy4EWvXrsWoUaPqvH2xWHK3Jmvm/rFjx/Dw4UOZ27979w4ikQjJyckV6hzlqKmpIT8/H6tWrYK9vb3UJN/ExASOjo6MfTQgn9zcXKxYsQItWrTAs2fPZOpqFxUVYfr06bh58yYGDBiAadOmyb1DP3bsGFq1aoWxY8dWWr5582b89ddflZZlZ2dDWVm5WqOlFhYWUuXhPmb16tXYvXs33r17Vylh/5i9e/di3Lhx+O2337Bx40ZkZWVhwoQJUkfMbWxscPbsWeTm5iIzM7NKslyfsFisSq9XKBR+tr7/LSTnlSIwKQ/ju7WG3QelgNokHdWBJxDh1NN4PI7KQkhKAX4a3AFLhpgopFKgCGefJ+B+ZCbWj+7IqKEri9jMYjStw1n+jVSUcHB6N5jqamLv/Rgk5XJxdFZ36NRQTs9UTxOmeppYbmuK99nF8AxLh0dYBra4R2KLeySs2zbHWGsD9GqvDQt9zc+qqFEXpOWXwj+eg8j0Qtx4k1KRINt21MNoK30MNtetk2P1TnAqfr0RCl1NNdya1xcW+k3rYO8r00JdFXklEk3pwKQ8HHr4DjsmWX02Ix4ACEzOB19YWWP7txshYLOAid/UfcJcjpqyEgab62KwuS42j7NEWGoB7kdmwiciE1vcIxGbWYydk7vUeb8NyXI1KSwsxC+//AKRSAQ3N7dqad4qikAgwPr162WOGnM4HOzZs4cx8Vm4cCF0dHSqJMoikQgmJibQ0tJCaGgomjaV/kXu168ffv/9dxw7dgw//vij1BgiatBPZuD27dtwdnbGtm3bMHDgQMZYDQ0NZGZmIiQkBJ06ydfP9Pf3h6ura4WJTDmPHz+GsbFxlRKPW7duYdKkSdXafx0dHeTk5DDGsNls/Pjjj/jhhx/g6+srNUZFRQXnz5/H+PHjMXXqVMyaNQuHDx/G4sWLZbarra39WRNlaSgrN5weq4tJSw28WG1b61Hc6kBE8I7IxFb3SCRxuBjWSRc+KwfCUFt2+VJ1CU8twHaPKNha6GJef8U0kj9FJKY6N01hsVhwsDNFB111rLoWgnGHnuHUXJtaJ2gdWmpg6VBTLB1qioScEniEp8MzLAP3I7Kw2S0S6qpK+MawBWwMtdDDqAW6tmv+j7DALoeIkJDLhX98Ll7Fc+Afz0FKXikAwFRXA707aGOMlQEGm+vWmTmJWEzY5R2NI4/fo2d7LRyZ8U296YBrNVFFRiEPgOS4ehiVhbCUAth2/HzJsrmeJgaZtUQ+twwcbhmyi/jgCcRYeS0EMZlFWDbUFOp1dKMqCzabBeu2zWHdtjlWDTNHUi4XhPopLf7nHN1fAUymEYoiFotRUFAgs2SDx+Nh6tSpjLWvWlpaMDY2xs6dO2X2IxAIoKJSdRSDx+PBxcUFurq6aNasGUQikVRN2969e0NNTQ0bN27EvHnzpCYO8fHxOH78OBwdHT9rCco/nZycHDg4OEBXVxfe3t4K2T+zWCzGet5yhEIhEhIS8PPPP+P27duVPhciwrZt23Du3Lkq27m4uODKlSsKvwYWiwUiApvNlnmMlLNp0ybo6ekhMTGxSpJejo6ODv766y+sWLECv/zyCw4fPoxFixZ9Ns3jBj4PjVWVPmuiHJtZhD/cIuAXmwMzPQ1cmt8L/Ux06rSPYr4QSy8HQltDFbunWNd4gEAoFkO5nt6bMV1aoW2LJlhw/jVmnfTH1vGWGGZZN4/+jXTUsXiwCRYPNkF6gWR09nVCHgISONj3IAZEgBKbBctWTWFjJEmerdo0h0HTRnV2LPCFIlwLSMYJv3gsGNAes/oYVawjIuSWlCEuuxiR6YXwT8iDfzynQrNbS10VPY20MK9/e/RsrwUL/aZ1ftNSzBdixZUg3I/MwvSe7bBpbGeoKtffua2Fuioi0yVlGJ0MmoLNAkJTCmDbUXH97trSs70WerbvWWlZQDwHfz1+h6NP4nA7KBVrRnbEuK6fz5SsPsovymlIlhXgY9MIDw8PmfWpQqGQcTQqMjISDg4OjEmLn58f3N3dsW/fPpkxHA4HqqqqsLa2lhkjK1lWV1fHwoULERYWBgsLCzx79gxDhgypEqeqqorXr19j4MCBePz4Mezs7KrEGBsbIysrC8bGxjh06BBmzJghdV+io6OhqqqK9u1rNiLzNXHjxg3s378fO3bsqJa9tKJ4enpi1qxZOH78OHR1dSutu3fvHrp27VrFrS4jIwONGzeWW1f9MU2bNkVhYSEMDQ2RlJTE+Nmpqqpi5syZWLBgQSV79U/p0qULli5dirt37+LChQtISEiAsbGxwvvUQAPlFJQKsO9+DM6/SIS6qhI2ftsJM3sb1nlpABFh7a0wJHG4uLKwT60mEUkbWSYivM8uhm7TRrUu0bBu2xyuS/tju2cEFl58g/n928NxpEWdmrgYNGuMcV1bY1xXiRlRQakAgUl5eJ3AQUBCHi68TMSpp/Ho3KopYjOLYdC8kcT2unljtPpgf93mw2/9Zo3k1liXCcW48SYF++7HIOtD8usSnIa4nBIkc0qRzOEiicNFqUAEAGjaWBlNVJTRt4M2erbXQq/2WujQUqNek7X32cX43TUcL95zsGlsZ8zuY1jvyaGWuio4XEkZhrqaMkx0NRRySaxverTXwpn2PRGYlIeNrm+x4mowLrxMxMZvO8OqTfVLl/5JNCTLcvj777+xb98+bN68WebEJD8/Pxw5cgR79+6Fnp70Ozt3d3dMnDgRP/zwA2P5xPPnz3HixAnY29vLjPHw8JBbJy0rWQaAJUuW4Pjx4xg4cCBcXFykJssAYG5ujt27d2PBggWIj4+XGrNp0yb4+/vjyZMnmD59utSRwrZt22LAgAEQCARYsmQJFi5cKPVkEhYWhvT0dBgaGqJdu3Zo3PjrmVCSlZWF5cuXo02bNvDy8lJoNLkmnDp1CoaGhujcuXOl5USEP//8E9evX6+yzc2bN6tdgqGlpQUOhwMLCwtERUXJvdHZsWMH2rRpg9TU1Cqufh8zceJEhIaGwtfXFytWrKjWPjXQgEhMuBqQjN3e0cjnlmF6z3ZYNcwcWnUwE14a114nwzUkDavszWrktvYxQjFVGVl+m1aIMQefYt/UrhjfTfb3RlH0mzXCn5Ot0byxKk4+jZfUs37/DVrV0+S8Zo1VMMRcF0PMJTfufKEI4amFiMsuxrvsYokNdh4XvrHZyCri42PxLRYLsNDXlJRHECAmyQN0MRGIUKUetpw3iXmITC9EO60maKfdBP1NddC2RWO0024Ccz1NtGre+LONZN4OSsG62+Ew1lHH2bk9MMCs5Wfpt0UTVfAEYpSWidBYVQmWrZvBLzbnH1Ma+U27FnBZ3A833qRg570ojD38FNN6tMUqezPofMa66rrkX5csu7q6olOnTjInGwESabS9e/di/fr1MpNbDoeDvn37orS0FMHBwTLLDK5du4apU6fi0KFDMtsCgNevX6NPnz5wcHCQGZOcnIxnz57BycmJ8YC/e/cunJ2dZa4HmJPlFi1aYNmyZVBVVcXatWsZ25k1axY2btyIc+fOYc6cOVXWt23bFq9evcLJkyexfPnyKlJ1gERd4c6dOxg8eDD+/vtv2NraSv18zMzMsHv3bpw/fx79+/eHr6+v1PfBx8cH27dvR15eHnbu3Cn1JkYoFMLb2xuvXr0Cl8vFrl27ZL7G5ORknD17FuPGjUOXLrInBkRERMDb27tSkkdEuHbtGg4dOoSdO3eiT58+OHPmDCZOnMhYz87n8yEUChll4copKyuDqqoqsrKyYGZmhitXrlSRDLx16xYGDhwIHZ2qj6BdXV1x48YNuf18jLa2NnJzcyuSZVkKHuWoq6tj/PjxmD59Ou7cuVPp+yIWiyvdRDk5OWHq1Kno3LkzevfuDU1NTRARRCKR3DrhgoICZGVlVVH6+BgiQmJiIoyMjBjb4nA4aNFCvixUSUmJQp9TA/VLUFIeNt+NQFohDya6Gvj9207o3Kr+RqtiMovwu+tb9O2gjcVDZF9PFEUkIih9MpjQ0aApmjdRwdN3OXWSLAOSCVCbxlnCxkgLq2+GYvQBP+yd2hWDzXXlb1wHfXc3bIHuhlWvl2VCMTIKeEjJ5yI1rxSp+aUQi4FCngBsFgssFsBmSUrAWCzJhMhXcbkQiqkicWYBGNe1FfZO7fpFk8LSMhF+dw3Htdcp6Gmkhf3Tu9apzF4RT4AinlDmTY6WuuTazuGWobVqY3Rp3Qy3AlORWciHfrN/RjLKZrPwXY+2GG6pjwMPYnHxZQJCkgswvWdbfN/LsM5LYeodWQLMX/qnpqYkoaGhcmOKi4vpzZs3MtffvXuX+vXrR3v27KHMzEzGtvh8Ph08eFCuQ1l8fLzcGIFAQBkZGYwxRKRQDJfLVcjcQ5G2AgICqrj6SSM2NpZxfWpqKiUmJjK6r4nFYtq6datci+fw8HCyt7ev4lr3MdHR0fTbb79VMef4dJ/nz59PnTt3lulux+PxyMnJiVRUVEhbW7vic8zIyKApU6bQr7/+Slwul0pLS2n69OkEgPbt2yezz/j4eBoyZAj169eP0exCLBbTpUuXaOXKlUREMo8foVBIrVu3pocPH1ZZl5KSUsnyetKkSTL7Kyc6Oprs7Ozo3r17FBsbSwsXLpQat3v3bnr69GnF/3/88QcBoLt371Z6DaNGjarigFdYWEg2Njb0/fffE5HEnn327Nl0/fp1mftVVFRE3bp1o2HDhjGaD71+/ZqaNWtGUVFRjK9z+/btch0zuVwurV+/nrhcLmOcNNBgSlIn5BTx6LfrIWTo6EY9t/qQex1Z7jJRWiakGSdeUvfN3nVm1GGx3pO2ukdUWb744hvqtfV+vbym91lFNHzvEzJa7Ua7vaKqZc/8T6G0TEhnn8WTzRYfMnR0ozW35F/j65PojEKyc35c8Z4K6sFF8PrrZDJ0dKOYDOnX8Hvh6WTo6EZhKZLrx+uEXDJ0dKuRSU1pmZDeJHJqtb+KEJtZRNOPvyBDRzcafcCXAj9Dn9WF6Zz9xU+usn7q46Qrj9zcXJo9ezYtXrxYoUTzv8ScOXMYbzDqGkUuHGKxWOG4uuhTJBJRUVERCQQCunz5Mg0YMIBevnxZse3Fixdp586ddOXKFYqIqHpRJJIkfFZWVqSuri7TXptI4kI3adIkmjx5MqPdOhHRtm3bqHPnzlLX7du3r8JGOj4+nmbOnMnYFpHEDn7w4MF0+fJlEggEZG9vLzXu6dOn9Ouvv1b8X1RURKampjR8+PBKcZcvXyYnJ6dKFu35+fk0Y8YMUlJSouTkZMrMzKS2bduSmZkZiUTSLz5isZgePHhAdnZ2cm27U1JSFHJ4LCsrq7fEqyFZrh1CkZguvEigLhu9qMMad9rqHkFFPPmOqnXBFre31HG9B/lGZ0ldn8+V7wD7KaZrPWiHZ1WX0EsvEz/YF9fPNYfLF9Kv14PJ0NGNph17QZmFX6dLH08gJJegFIqrpt10XSEWi+lqQBKZr/eg7pu9yTdG+rFRFyy7HEjdN/vItHf2j5ckx08+HJ9cvpDar3YjZy/mAQJprL4ZSp02eNapvbwsxGIxuQanUs+tPmS02o1W3wwhTnHt7L/rkoZkWQFcXFyoX79+UkfnGpCMwE6cOPFL78YXJy0tjSZNmkSrV6+WabfMhLu7O7m7u8vdds6cOcRms8nd3Z0xjsPhULNmzaQm556entS7d29KTU0lIqKjR4/SxYsX5e7j+/fvyc7Ojg4ePEhEREOHDpUaJxQKacCAAZWWpaenU+fOnSk9/f9HOLKzs8nCwoLmz59fpY1bt25V9BMVFUX9+/eX+5qJJMnwP52GZLnmBCXl0bcH/cjQ0Y2mHntO0TJG2OqDV3G5ZLTajdbdlj6CKRSJqd+OB/TH3bfVarf9h5HIT0nKLSFDRzc681T2U7K64NqHRM9+z2O6H1Ezm+x/A1mFvGpvU8wT0IorQWTo6EbTj7+oV1twkUhM3f7wpp+vBMmMickopPGHnpJnWFrFsuF7n9Cc06+q3V9KHpc6O92j744+l5mc1zVFPAFtcXtLxmvcqesmL/r7VeJn65sJpnP2v65mubrk5ubCwcEBWlpa8PLyaqhNlIGJiQk0NTURFBSEbt26fend+ewQES5duoTjx4/D2dm5xs6GihjYhIeHIz8/H6GhoVUm8n2MQCCAhYUFzMzMYG5uXmV9UFAQAgICkJycjFatWsHb2xtHjx6V27+KigqUlZXB4XAASGrcORxOlYmpSkpKMDExqXRM6OvrY8+ePdi1a1dFXX3Tpk1hbW0NT09PEFWegDJhwgQIBAIAkgmlT548QWhoqNx9ZJpE2MDXg0hM8Psw+SuvpAzpBTxcDUhCqUAMHQ1V7J/WFWOtP5/0VAlfiF+uh6BtiyZYM7Kj1JhHUVlIySuVWpfLhF7TRpD2KtpqNYGhdhM8fZeDuf3qTzFoik1bdGnTHHt9ojHv3BuM6WKA37/tjJaa9aMF/E+BiBCZXoR74enwDM9ARgEPrzfYKex2GJDAwcEH7/D0XTZ+tjPD0qEm9Vpv+zatEJySMgwwky2BqK6mjKDkfORzBRXLLFs3Q0A8p8o5Vh6tmzeG05hO+O1mKM69SMD/6vEYLEdDTRnrRnfC5O5tseFOOFbfCsOVgGRsGW9ZI8Ofz8F/WuT01q1bGDduHBYuXIgDBw58VYmy5CZINhkZGeDz+YwxhYXVs8tct24dtmzZUq1t/g2kpaVh0qRJiIqKgo+PT71bgLdr1w4uLi6MiTIAPHv2DFlZWZg7d65UFZLS0lJs3LgRvXr1QmJiIvLz89GypfzZ2ioqKkhNTcXt27cRHx8PCwsLREdHV4kTiUQoLi6Gra1tpeX29vYICwtDZmYmAIm03KVLlzB69GipqiofT0Rls9no2rWr3H1s4N+BZ3g65p4JwG83QrHdMwpnnyegVCCGuqoSHq4ahHFdW3/WiVzbPCKRnMeF83fWMg0Vzr9MhF5TNdh3qp6mbT5XUCFx9in9THTwMo4DgUi6AkRdYa6viQPTv8FKezN4v82E3Z4nuBaQLPd6Ig2hSPVkiQ0AACAASURBVIwNLuG4E5yKrCJePextzSEiBCfnY7tnJIbsfoxRB/xw6NE7aKmrYtUwM4gVeJvzSsrgeCMUU46+QDFfgEvze8PBzrTeJ6b5xmYDAPqbyD5XlzsN8j46nqxaN0Mih1uhL10dpti0wRDzlth5Lwpx2cXV3r6mmOtr4urC3tg71RopeaVYdS0Yv98JRyFPIH/jz8x/MlnOzs7G999/Dz8/P3h7e8t1V/vciOV8k0UiES5cuMAY4+npyah5CwBr166FSCT95A1IDEwyMjIq/jc1NYWGhgaCgoIY2/23QEQ4d+4cpk+fXnGjoKZW/6MwslwVP2X//v346aefZDrh2djYYM2aNQCABQsWIC4urtLnKQsPDw/k5OQgOjoabdu2rVDE+BQlJSWMHTsWBQWV9T1ZLBZ+/fXXSgokSkpKOHr0aLXsthv49zPIrCWaNa6s2mOhr4mwjcPRtHH9yMHJ4klMNi69SsKCAcboYST9OI3PKYFvTDa+72lYbf1iNRU2ymTIoQ0w0UExX4jg5Pxq73d1UVVmY7mtKTwcBsBcTxO/3QzFjJOvkJBTUq12UvJK4RKcCocrwei59QHs9zzB73fCcS88HfkfNIDrgzKhGCf94jDl6HNwPlg+ExEyCnjwicjAJte36L/zEcYffoZTfvFoq9UE2yZYwX+dHa7+2Adz+7VndO0jIlx/nYyhzo9xMzAFPw4yxsX5vdCnw+dxFPWLzUYng6aMI/6NVCTHHu+j48lUTwMAEJ1ZVO0+WSwWdkzqAjVlJay6HgKRuH5c8GT1PaFbGzxYNQj2nfRx4WUi7Jyf4G5IWo1u4uqL/1yyfOPGDUycOBFLlizB3r17600PVxZCoZBxfXZ2Ns6cOcMYc+nSJfj4+DDG+Pj4yJULe/r0Kf766y+Z69XU1DB9+nSkp6dXLFu3bh22bt1a8T8RydRg/ppJTU3FhAkTEBcXBx8fH3Tv3v1L71IluFwu0tPTGc1rxo4dW+G8x2az8f3330NfX76rF5fLRWZmJnr37g1lZWWZyTIAzJgxA2PHjq2y3M7ODiEhIRWjy4DkpFgf9vANfJ2U8IU4+PBdpVEkJTYLB6Z3+6wugABQwBXA8UYoTHQ1sNLeTGbchReJUFFiYXqvttXuQ02ZLVM7uG8HHbBYwNNYZnv5usREVwNXFvbG1gmWCEspwPB9vvjr8TuFR7eNdNQR7DQMrkv7YfVICxg0b4xrr1Ow6GIgum32wegDftjqHgGfiEy8yypCIU9Qq+SHiOD1NgO2zo+xxT0SAQl52HT3Leac9kePrffRe/sDLDj/BgGJHHQ00MTuKdZ4s94eF+b1wve92kFHAevpd1lFmHr8JX69EQrjlhpwW94fa0Z2/GxW3iV8Id4k5jGWYABAow8lJHzB/39W5nqaAIDojOony4CkTOiPcZ0RlJSP475xNWqjNjRrrIJfhpvDZUk/6DVthGV/B2H2af9q38TVF/+ZmuX6No3Izc2FtrbsO0+xWIz169fD0dFRppNaWVkZJk+ejOnTp8tsh8/nw8nJiVFnViwWIyIioqJNVVXpIzRCoRCnTp3C//73P2hoaFRZz2KxoK6ujiFDhuDRo0cwMDCAmZkZ1NXVERwcjK5dJVqX+/fvh4aGBtavX19F/7ecuLg4qKqqok2bNjL3+58AEeHs2bM4d+4c9u7d+4+tzz58+DAWL14s87P9lM6dO2PDhg0KxU6YMAHXr1+vuCkyNzeXmSyzWCypN1zlo8u7d+9m1LhuoH5gsVhaAK4CMAKQAOA7Isr7JKYrgCMAmgIQAdhKRFc/rDsLYBCA8scGc4kouC72jYjgHZGJTa5vkVbAw1SbNojNKkZgUj6WDO4Asw8X/c/JprtvkV3Mx/HZ3SsecX8Kt0yI62+SMcLSALo1MFZQZUiWmzVRwcRurRGVUb3SuNrCZrMwo5ch7Drq4fc7b/HnvWjcDUnHxrGd0Ku9/JFUJTYLXdo0R5c2zbFoUAeUCcUITcnH8/e5eP4+B+deJCI0pQCv4iXzH5qoKkGvaSPoaqpBr2kj6DUt/90IzRqrgCcQoZgvRAlfiGK+CCV8IXJL+HgVx0FqfmmV9+9uSBrM9ZtisLkuLFs1hWXrZuhk0BRNZJTQyKK0TIRDj2Jx3DcOTVSVsWOiFb6zafvZb9pexuVCICIMMmUul2OzWVBVYoMn/P8nw9oaatDRUEVMDUaWyxlr3Qr3wjOw1ycGQy10Ya7/+b+LXdo0h8uSfrj4MhG7vKIxbJ8vlg4xwY+DjBWuM68P/pXJskgkqhhRI6psGtG3b18AQEJCAtq1aye11rOcpKQkBAYGYvz48TJjcnJysHz5cixbtgx9+vSRGsPj8TBnzhykpaVh27ZtMts6ffo0fH198csvv8iMKSsrQ48ePRgd/lgsFtavX4+cnBzGZOry5cvYtGmT1ES5nEGDBiEuLq5iEhYgGV1et25dhVvc0qVLYWZmhrCwMNy4cUOqGUqrVq3Qp08f6Ovrw8HBASNGjJDa37Vr1xAfHw8rKyvY29tLbYvP5yMrKwsikQjNmjWTaRhTDo/Hk5nEf0x8fDwcHBxgY2MDb29vqe+dPEtzQHKzQkQVx6AsmIxjmCgsLISrqyseP36s8DYbN25U6D0AJJPnnJycKo5nTU1NFBfLrmP71F67HHt7e+zatQtZWVlVrLkbqHdWA3hARDtYLNbqD/87fhLDBTCbiGJZLFYrAG9YLJYXEZXXAvxKRNVzs5FDMoeLja5v8SAqC+Z6mrgxvRtsjLSQzOHixpsU/DS4g8JtPYrOwtPYHKwf3bFWdc3eERm4FZQKB1tTdGkj+8nHneA0FPGEmN3HsEb9qCkrgS+UXfZm3FIDu7yikZZfWm+Oe7LQa9oIR2d1h9fbDBx5/B4zT7xCL2NtLB1qgl7ttRR+f1WV2bAx0oKNkRaW25qCJxAhOqMICbklyCzkIbOQj8xCHrIK+QhJyUdGAa8iAe7erjneJFUuQ2GzgMaqSuCViSD6MCjNAlA+Pr1zUhdMsan+KH85fKEIN9+k4n5kJh5GZWHSN22wdpQFtBUYha4PfGOy0VhFCd2N5E8eVVNmV6pZBgAzPU1EZ9a85pjFYmHLeEv4x/ti7a0wXPmxd7XKjQp5glrbtgOSm7A5fY0wwlIfm90isMcnBi5Bqdgy3hJ9TZhH3esNWTIZX/qnphJEBw8erNBI/tQ0opy3b9/KNSMQi8U0d+5cioysqov5Mc+fP6dvv/2WUau1sLCQVq5cSX/++SdjW1FRUfTnn39SQkICY9wff/whVxs2ICCAPD09GWOIiDZu3Mi4XiAQ0K1btyqZTxARzZo1i4KC/l/aZvv27eTg4MDYVnh4OOnq6tKDBw9kxpSVldG0adNkypURSSTLDhw4QBoaGoxaupGRkWRvb0+9evVibOvMmTNkZGRElpaWFBwcLDVOLBbThQsXaOjQoYzvvUAgoLlz59KtW7dkxhARRURE0JgxY6igoIAxztfXl1xcXCot27RpUxWd4bCwMEpMTGRsi4jIx8dH7rHD4XAoMDCw0rLhw4dX0Xv29/eXu/+enp40ZcoURvMVIok04Z49exhjiIjOnTtH8fHxjDEcDqdCW5oJV1dXKi5m1mzlcrnk4+Mjty1p4AtKxwGIBmDw4W8DANEKbBMCwPTD32cBTK5uv7LO22VCEZ1+GkedNniSxXpPOvbkHZXVwszhakASGa9xp1H7fWulvZxfUkZ9tt2npZfeMO6PWCymEft8afjeJzXW5R6135fmnfWXuf59VhEZOrrRKb/6lZCTRzGvjI4/eU/dN0tMQCYfeUaPo7PqRY9cLBZTfkkZRWcUUnBSHoWl5FNcdjFlFpYSly+s1KdIJKb7ERk07ZjE2MLQ0Y0uvmS+VsqihC+gE77vqedWnwo5uBfvsuvqZcnk8KNYcg9Nk7pOLBbTnNOvZEoWfkr3zT60+mbl2N/vhFPHDZ61lmG7F55Gvbfdp8OPmI3GPiajoJT6bn9Afz16V6u+pfE4OosG7HxIho5utM09gnKKqi//pwhM5+wvnhTL+qmNXqdYLK5iGiEtRh6yzBE+RZ4zXzkCwecR1P8cREVFVXKGU5SkpCS5MUKhUKG4xMREuYYdAoGA0dUxISGBRowYQfPnz6eYmBiZcREREXTgwAE6cuSIzM+Rz+eTg4MDDR8+nC5duiSzrdLSUrK2tiYdHR3y95d98Xz37h2x2WyaOXNmxfGam5tLgwYNqnRs3rp1i2xtbeVqD/P5fBo8eDBjDJHEAc/R0bHSsiVLllTRct62bRtdvHiR8fgPCwsjNTU1Wrx4scwYsVhMq1atIiUlJcakurS0lGbOnFnJCEUaSUlJtGjRIrnulEFBQfT8+XPGGJFIRKGhoTVKFL5wspz/yf95cuJ7AogEwKb/T5ajAYQC2AtAjWHbhQBeA3jdrl27Ku9DcFIejdjnS4aObrTBJYxS8qrvhliOWCym/fdjyNDRjWaefFlrk5JfrweT8Rr3Cic0WQR8MIG49FL+DaksJhx+SjNPSr8elWO/5zFNOcp8TH4uyp3zem+7T4aObvTtQT/yCk//R+jhRqYXkLNXFKXlV+9YyueW0YH7MdR1k1eFhrdfTHa1v99XA5Joi1v1dLZjMgqpwxr3KgluOaHJ+WTo6EZX/BU7xvrteFBFi/nvVxKDm7owGPnx/GsyXeehsAmMUCSmpZcDydDRjU7Www1faZmQDj6IIbN1HmS9yYuuv06u8xu4/1SyXFvTiAYUZ+bMmTJHYv/piMViOnr0KA0ZMkQhi3RF21QET09PunnzptxEf+nSpTR06NBKSfyaNWsq2UkTEY0fP550dHQYk30iookTJ9KAAQMoLy+PMW7VqlU0dOhQys7+/5GWgwcPVhotFwqFNGTIENLQ0JA70t6tWzcyNzdn7FMkEtGaNWvo5s2bjHFERI8fP67Tm936or6TZQD3AYRL+RlXnWS5fOQZQO9PlrEAqAE4B8BJkX36+LxdxBPQRtdwar9aYlPtGVY7IwyBUESrb4aSoaMb/Xw1iPiC2n2+T2OzydDRjbZ7MD89JCJyvBFC0469oBJ+1eQ8LruYeAL5AyZTjz2nKUeYE2Fn72gyWu1WI+OM+oIvENHfrxIrRvaG731CrsGp9WLzXF9kFpTSDs9I6ux0jwwd3eh/Z/zpdUJutdsRi8W0614UGTq60YwTLxX63Mu3+/7EC7L6/Z7MUdHtHpFkvMZdYUc7W+fH9NPF15WWvUnkkKGjG/m8ZR4oUISMglKy/P0eTT32XOFrW5lQRD+ef02Gjm50/kVCrfdBGtEZhTTxr2cVn0FCTt05OjKds/81ahhEhAsXLmDq1KlwdHTE9u3bFa7RbKBmfKqM8bUQHx+PMWPGgMPhwNvbG1ZWVnXSrqJ1fSNGjMDEiRMZ68kFAgEGDRqE+/fvV0zmvHbtGvz9/TF69OhKsZGRkbh58ybjpE8ASElJQatWreQqUnA4HCQnJ1easPqpIoaSkhJ++ukn6OrqMr5uZWVl+Pj4oLCwENnZ2TLj2Gw2tm3bJrPu/2MGDRqk0HvNNB/h3wAR2RGRpZSfOwAyWSyWAQB8+J0lrQ0Wi9UUgDuA9UT08qO2yzNbPoAzkIw8K8yDyEwM2/MEZ58nYEYvQ/isHIQRlvKVWGRRWibCootv8Ld/EpYM6QDnKdZQVa7551taJsKaW2For6OOFXbM35sSvhCuIWkw1G5SRRWBiDDl6HOsux0ut081ZaVKE7KkMdJSH0SSOup/CqrKbEzr2Q4PVw3C3qnWEIjE+PVGCIbsfox1t8PwJCZbpiTel4RTUoarAUmYe8YfP10KxNEn7zHIvCXcl/fH6bk90N2wejKWPIEIDleCcejRO0y1aYsz/+uh8IQzr7cZePYuF6uGmUuthyYieISlo28HbbRQV2zStqmuBrQ/iTXVrbl83KfoNW2EtaM64mUcB9deJyu0jYoSGwemd4OthS42uITjWoBi21UHMz1NXP+xDzaP64zg5HwM3+eLo0/eQ1jPGuX/igl+aWlpWLp0KTp16gQfH5/PooXbgCSBUlNTQ2hoKLp06fKld0cuYrEYR48exc2bN3Hw4EF06tTpS++STFRUVDB58uSK/4VCIebMmYP+/ftDIBBUJNoFBQU4ceIEBgwYILdNPT097N27V27csGHDYGBgUCkhtbCwqKLtPWnSJDx9+lRue9ra2ti3bx92796NnTt3MsbKmizYQLVxBTAHwI4Pv+98GsBisVQB3AZwnoiuf7LOgIjSWZKDYDwkI9ZyEYoISy4Fwj0sHWZ6GrjxfZ9qJyWfklvMx7xzrxGSko/N4zpjVh+jWrUHAPvuxyCJw8WVhb1lql+Ucy88A9wyESZ1r6rkk1HIQ05xGSxbyddG11JXRRKHWQbLQl8TRtpNcC88AzN61WwiYX2hrMTGhG5tMNa6NZ6/y8HfAUm4HZSKS6+SoKmmjMEWuhjWSQ+DzVtCsw4medWErCIevN5m4l54Ol7GcSASE9pqNcaErq3x5+Qu6NBS9mR2JjglZfjxwmsEJOThtxHm+GlQB4UHR3gCETa7RcJCXxMzerWTGvM2rRBJHC4WV2OCa2Iut4rMn2YjFfQwbFFnOtdTbdrCJSgVW90jMcRcF7pN5Q9AqiqzcXjGN1hw/jUcb4VCVZmN8d3q1nGVzWZhVh8j2HXSg9Odt9jhGQXX4DTsmGTFOEm3NnzVyTIR4fz58zh9+jT27Nnzj9PC/S+wbt06ODk54dq1a196VxiJi4vDkiVLMGTIEHh5eclVtPinERMTAx0dHRw/frzSiHSzZs0USpQBYPv27Qolo7a2trCwsKi0rHXr1khJSam0jM1mY/PmzQr1PWXKFBw/fhzZ2dkKuQg2UGt2ALjGYrHmAUgCMAUAWCyWDYBFRDQfwHcABgLQZrFYcz9sN5ckEnGXWCxWS0hKMYIBLFKk0+jMInAjM/HLMDMsHNihVqO/AJDMKcHs0wFIyy/FkRndazU6XU5YSgFO+MVhes+26G0sXx7tZmAKDLWbwEaKvXVYikRZz6qNfIteDTVl5HGZnclYLBZGWBrgpF8c8rllaN7k8xqzKIISm4UBZi0xwKwleAIRnr/PgffbTPhEZOJuSBpUlFjo20EHwzrrYbBZS7Rq3rhOXBizCnk49OgdXEPScGNRX5joaqCAK0BURiEi0gvhGZaBgEQOiADjlupYNMgYIy0N0LlV01r1H59Tgv+d8UdaAQ+Hvu+GMV1aVWv7o0/eIzW/FH8v6A1lGcoS7mHpUGKzMKyz4se3mAhsKa+rkaoS/D9I9dUWNpuF7ROtMGK/HzbefYu/ZiiWYzVSUcLxWTb44WwAVl4LhooSG6O71P1AiEGzxjgx2wb3wtPhdOctxh9+hkWDOuC3ERbyN64mX1fG8BEpKSlYunQprK2t4ePjo7De7L8BIvne73w+X+4I+8cSezXFwsICqqqq/9jRZbFYjMOHD8PV1RUHDx6skgR+LWRmZuLBgwdo3759jduQZ59dTsuWLasktOXH26fHnqJugywWC6tWrYKzszN27Nih4B43UFOIKBeArZTlrwHM//D3RQAXZWw/tCb9NlZRwj2HATCu4Qjex0RlFGL2KX90NGiK3VO6VIxQK3L+k4VAJMZvN0Oho6GG1SM7yo1PzS/Fi7hcrLA1k9pneFoh2Cygk4H8ZFlLXRX5XAGEIrHMpAmQlGIcffIePhGZtZJF+xw0UlHCUAs9DLXQw9YJhKCkPHhHZMLrbQbW3Q6HjWELxGQWob2OOgy11WGk3UTyW0fyt5a6qtzPsoArwKFHsTj7PAGCD/pxDleCkFPMR2ahxNq5V3stFPIEcLA1xSgrA5jqatRJgu4fz8HCC6/BZrHw94Je1X5KkpLHxZHH7zG6i4FMB8CPSzC0FCzBAACRmKRab7fTagL3sHQpW9QM45YacLA1xS6vaHi9zcBwBRP6xqpKODnHBnNO+8PhShBUlKp3M1AdRlgaoE8HHey8FwWNRvWT1n51yTIR4cyZMzh//vw/2jRCGoqc5JOTk9G2LfMJ8u7du7C3t0fjxrK1OG/duoU+ffrAyMhIZoy7uzusrKwYE7Do6Gjo6+vLNFIBgNWrV2Pz5s24evUq435/bt69e4elS5fC3t4e9+7dq/WNwZdk8ODBdXLyrw0GBgbIyMiocanEiBEjsHv3buTk5EBH5wtpZTZQrxi3VK+TRPlNIgf/OxOAJqrKWD+6I0w/GJXkc8uw6OIbOI6wQLd28rVoP+WEXxwi0wtxdGb3Kjbb0rgdmAIiYOI30h8jh6cWwERXg9E+uZzyRCiPK2C0Mu7SphnatGiMV3GcKslyXHYxDjyIxdYJVlCvpvFGfaPEZlVoLK8ZaYGYzGKEpeQjOCUfiblcBCXnwS00DR87KWs2UkYfY22kFZRCKCIIRGIIRAShSIySMhEKSqWPxBdwBejXQQdm+pow19dERz1N6NehNjUR4fyLRBx8EAstdVWcmdsDhtrq1W5nq3skWCxg3SjZN2Zv0wqRmMvFokGKl2AAgIhIqmlKO60myOcKUFAqUOgYV4SFA41xNyQNTnfC0aeDtsJayupqyjjzvx5YdOENdntHo7GqEgbIMVypKc0aq2DbBKvyCcp1zlc1AyY5ORnjxo1DSkoKvL29P0uiLBbLLxpPSEiQ+wGlpaXB1dWVMYbL5WL58uVy+3N2dpbpqFbOs2fPcPbsWcaYgoICLFq0iHHflZSUMGLECBQVyZ4wYGpqiuDgYPj6+jL29+bNG5SWljLG1AVisRj79+/H4sWLsX//fqxateqrTpQBxScP1idMtteK8PHocgMNyOJRVBZmnHwFHQ013PipT0WiXMwXYs6ZAAQm5qOYL6x2uwk5JXgWm4NRVgYKlXMQEW4FpqJney201ZLu+BqWWgDL1vJHlYGPk2XmelIWi4WJ3VrjdnAqsgp5ldYVlArgEpyGw4/eKdTnl4LFYsFcXxOTbdpiy3grXJjXC36/DUXk5hF4sGoQTs+1gdOYTpjYrTXaaTWBrmYjtNNqAguDpvimXXP0NdHBAFMdWOhJJrF9mhP+OsIce6Z2xaJBHTDEXLdOE+X0glLMPu2P313fYpilPm791LdGibJvTDY8wzOwZLAJo8mMx4cSDEVHbMsRiwlKUq4LhtqSYzWZw63eDjOgosTGn5O7oKWGGo48el+tbTUbqeCvGd2hxGZj4fk3CEiomxIRWdTXtfKrSJaJCCdOnMDs2bOxefNmODk5ySy7ePHiBUQi5hnHGRkZ8PDwkNvnrl27EBMTwxgXGBiI1atXM35AfD4fEydOlKvOsWfPHsTGxjLGhISEwN/fH+HhzPNtAgICcPXqVcZkXyAQ4NGjR3jw4IHMGGNjY7x9+xa//PKLzKRaTU0NAwcOxOjRo8HhyP4iKCsro0OHDnB3d5cZU1RUhB9//BFOTk6M+/7q1Ss4OzsjOjq60vKYmBiMGDECRAQ3NzcIhUJ4e3vLbKec5ORkZGTIn4EeFxcnN6a4uBgFBQVy45jUIcrJz89X6E6Zx+PJjVHkxo+J2iTL5a9h5MiR8Pf3R05OTo32T953uzptKToCUV8jFQ1U5U5wKhacfw0TXQ1cW9QHbVpILvylZSLMOxuA8NQCHPq+W7VHp4gIG+6EIySlAL+PkV9+AQBByfmIyynB5G+qTuwDgMxCHrKL+LBSMFkuVy7ILZY/+WrCN20gEhOuv6k8T6BbuxaY9E0bnPSLR0IO82TBjxGJ/xnHsJqyEjq01MBQCz380L89No2zxPoxnXB6bg8cn22Dw99/g33TumH3FGsc+v4b3Pt5EN5ssMeLNbZYMKA9GqlIUpb6SIiICLeDUjBsry9eJ+Rh83hLbB1vWaO68QKuAI43Q2HfSQ8LBhoz9vkmIQ99jKtXggFIRpall2FIEvvE3LpLlgGJDbWNkRaO+r5HSHK+/A0+olkTFVyY1xMGzRvhhzOS7/HXxj8+WU5MTMS3336LzMxMeHt7w9ramjFeT09P7ihikyZN0LVrV8YYFouFYcOGya1xNTc3x4YNGxhj1NTUcPbsWdjY2DDGrVixApcuXWKMsbKyQkRERBX5sE+5fv06njx5wniht7OzQ1hYGOzs7GTGsNls3LhxA9u2bWM8Qa1btw49evRAWlqazBhra2vs3buXcSKmpqYmtmzZgtatWzNKf/Xo0QONGjWqeH0ikQjOzs5YtmwZDh8+jBUrVkBJSQnx8fFybaEjIyOxbt06BAYGyowRiUTYtWsXpk+fzpiwFRcXY9SoUXJHT2NiYmBmZoaIiAjGuP3792P06NGMI/Ik0bfFgQMHGNu6ffs2hgwZglevXjHGrV+/HpMnT0Z+fuUT4sfJckFBASZMmCBXXSMkJAS9evVCamoqANmjy4cOHYKTkxNjW0KhEGPGjEFubi5jXFRUFP744w/GGAA4fPgwMjMzGWO4XC5u3bolt60Gas/ZZ/FwuBIMG6MW+HtBb+h8kNjiCyWycf4JHOz5zrpGdY/uYenwi83BqmFm0Gum2CjkzTcpaKTCxkgr6f2VX/AVHVluoeDIMgC011FHr/ZauBqQDPEnia7jCHOoKLGwxT1SoX7/9k/6P/bOO6yps43D90nYeyMIggiiuBVw77qqVutua7ddWrW1w9HdWju+Dm3tsrXVTqtWq1Xr3nuAAxQEAZmy9wok5/sjgKJJzglgtTb3dXEB4c17DklO8rzP+zy/H/d/e7RB2fjbBU8HK14ZGcKReYP5eGInBrfxaNL5c0sqeebnCJ7//QytPe35e3ZfHuzh16CgXBRFFqw/R3ZxJc8ODDSotnI0IY9jSXlMDjO+Nl2jQWeDX4uazPJlCeWVhvDC0Na421ny6p9RRi/A3Ows+fnx7jhYm/Pg8mPEZRYjiiLHEnIpV8lLgtxS9Akw3+qvbt26NblphImbS3R0hZYLQwAAIABJREFUtDh58uR//LgXLlwQ77rrLnHJkiW33IgiKSlJTEkx7Cyk0WjETz75RNy9e7fBcSqVSgwLCxO3bNli8JgpKSmivb29XrfKWn7//XfRxcVFzMzMNDjuhRdeEHv37n3D7eXl5eKIESPqfh8yZIj4wQcfGJyrvLxcbNu2bT1HRo1Gc4PpSXp6uvjEE08YnEsUtU6KR44ckRwXHy/PclXKGKYxcAsd/G7VV0PMpDQajfjx9ljRb+4m8YmVJ8Ry1VWjh6prTA5+O9Yw97yicpUYtnCHOPKz/bKNNCqr1OJDy4+Jr6zT/9nz6Q6tgUiJTBfBzMJyo8wa1kekin5zN4kH4260Yf56b7zoN3eTuCfG8LUsiqK44XSaGDB/szj2i4NiQZlK1rH/S2yPviJ2e2e7GLRgi/jV3nixupEOhatPJIt+czeJS3dLW0VP//mU2PHNbfVe83Lp/u5O8aU1uk3Bur69XZz3xxmj55TDxtNpot/cTeKKQ4kNun9idokYunCHGPrOdvHF1adFv7mbxI+2xTTtSTYQQ+/Zt21mOS4urslNI0zcXEJCQlAoFJIlIk1Fbbb3+eef5+uvv2bWrFm33IjCz88PHx8fgxkJQRB4/vnnGThwoMFxBQUFbNu2jREjRhg8ZlxcHFu2bKF79+4Gx5mZmfHJJ5/g4WE4K9OjRw8ee+yxG263srKisrKy7vfnnntO8tq0srLihx9+qPe8CILAnDlz+OSTT+pu8/LykqWS0bZtW3r06CE5rlUrec0y/yUVndsRjUbk893xfLYrjondfPjyga51mTiNRuTltWfZGn2F10aFMCVct0atFJ/suEh2SSXvju1gUIXiWg5dymHfxWwGGshgFpRV0S/IXXajXe12fn6pPA3c4e2b4Whtziodxg6P9m5JSzdb3t50XtIQ5J5O3nxxf1ei0gqZ+t2xJtPg/TdybZY+MaeU+evO8sSPJ3G3t2LjzN483b+VztIGuSTllPLGxmi6t3SRbNjLKqpgW/QVJnbzkdT61oW+MgzQZpebugyjllEdvegT6MZH22JvqKmXg7+bLSseDaOgvKquzGh3jE7PpNuK2zZY9vHxYf78+f86Pdz/Ov+Uq9/58+cZOnQotra2bN68WXZw9G/C3d0dZ2fpjv/+/fvTp08fyXE9evTgoYcekhzXt29fJk6cqPNvNjY2lJZqt/eGDx9O7969Jefr3r07zZvXVxO4++67OXr0aL2SCheXxplXmPh3odaIzFt3lk92XOSFIa35cELHumBWFEVe3xjFusg05gxpzeN9GiaZGJVWyMrDSUzt7kcnX/lmBZvPZmBvZUafIP2qLfsuZmNrKT/IsTBT4G5nSZEehYfrsTJXcm+X5myLukLedQG2hZmC10a1JSG7lB+PJEnONbx9M755sBuxmcVMWXaU3JJKyfvcaXy64yJh7+7kdEo+c9ee5a5P9rE+Mo237mnHhhm9adNMngymPqrUGmavisRMIfDp5M6SQffvJ1Ko1og80KNh5jOtPe3wsNfdB9XC5eYFy4Ig8PaYdlRWa2SXAl3PZ7vi6mQAQasIknObvyZv22DZkCyaiduXWi3f6OjomzJ/dXU177//Pi+++CLfffcd06dPv+XZ5FuN3P/f29tbVg2ep6cn9vb2Ov8WHBxc1/SqUChk6yxfj67sson/DtVqDXNWn2b1yVRmDw7i2UGB9V6bn++OY/eFLJ7qH8DMQYENOoZaI/LKn1G42Fry4rBg2fdTVWvYHn2FISGeeu2MVdUakvPKCHAzTibPxdaCy0aoFNwX3gKVWsO6iNQb/jaojScDg91ZsjOO7GLpQGNQG0++eyiUpNxSpiw72qCs4L+Vz3fFsWRXHLmlKsZ9eZj1kWk81NOP/S8P5OFe/o02zwFYsjOOM6mFvDeuo0H1C9C+/n87nkyfQDdauhmvtCGKIscT86jUs6sQ3MyeFi7WqCTs1RtKgLsdTw9oxcYz6RyMu7FZuyFsj759LN518d+OMkzcFG5WdjkqKophw4bh5OTEpk2bGmXQYcJ4qqurKSkpYdGiRY1W1gAYOXIkR44ckWzYM3FnoarWMPO3SDacTuelYcE8P6S+4cf3BxP5ZEccQ0M8mTe8TYOVD347nsyZlAJeHdnWKL3ZQ5dyKKqoZmQH/XriyXmlqDUirTyMC3RauNqQbETGL7iZPV1aOLHqRIrOZu3XRoVQUa1myS7Dqk219Gvtzg+PhJNWUM7kZUfJKLz5Up63mk93XOTjHVcfH0drc/a+NIA3RrfTm5k1lmMJuXyxN56J3XxkOdXtjskivbCCqT0aVlpUXqWmSi3qfV3bW5lzJCFP0jGyMUwf0Ao/Vxte3xBFpZFB+TcPhrJzTn+e6heAXU0Z04L1UVRU3b5NqKZg2UST0759ezQajaTSg1yqqqp49913mTdvHt9//z1PP/30fz6bfCswMzMjLy+PiIiIJnn8a2u3pRQ1TNw5VFSpeebnU/wdpa1DnjGwftZ4w+k03t50nuHtmvHa6HYNDpRzSir5eHssvVq5MqazcfbEckow4rO0pUitjDRg8Xe14XJe6Q0KF4aYEuZLfFYJxxJvXFQGuNsxb0Qbfj+eIjsz17OVKz89Hk5OcSUzf43kYqZ+DX1DlFZWM/TTfbz39wXOpRbeVhKLqmoNX+2Np+s7O1iyq74ca35ZFRVVTZdxzS2p5PnfT+PnYsOb98hzSf35WDKeDpbc1dazQccsqAmC9QXL7nba+ng5Ow4Nxcpcydtj2pOQU8pPhy8bff9ADzvm392WyNeH0KnGLn7Wb5G3jczh9Zgijn8QOW8mZWXSWYdaGS5DxMfHS2rSFhQUGNRFrqWoqEhyzPX/26uvvsrChQsl7yfF2bNnGTp0KB4eHvz111/4+TWsvstE0zB//nwCAxu2La6LUaNGcejQIVmvQxP/bkorqnnkh+PsisninbHtb6hD3ncxmxdWn6FHgAuLp0jXfBrif1tjcbW15O0xxgXcckowAC5llwAYvYXu52pLRZWGLCOCmFEdvQn1c2b5gUSdf3+whz/BXva8/MdZrhTKK63o5ufCL090p6xKzZilh3SWeUiRV6rCy9Ga5QcSGb30IP3+t4f3/r7A2VR52vBNjUYjcjQhlwXrzxH27g4+2BpLXqkKZxtzAtxt6zKYADFXGrZAuB7t4i8CTwcrlkzpLKvZ83JuKfsvZjMlrIXshtPrqXU21Bcs18ou3uw64P6t3Xm4px8f77hIekHDdinMlQo2PNuHV+5uy/bzWbz1V/RttfCq5T8bLFdXS6f7CwsLqaoyvI0hiqJBfd5aNmzYIBl0ZmVl8fXXX0vOZcggpJYtW7ZIGq+UlpYye/ZsyePNmTNHp4nEtaxdu5ZTp07V/a4ru1xQUMDBgwclzz0/P5+qqireeecdXnnlFVauXMkTTzxxW7jY/dfp0qULM2fObLL5TNnlO5+SymrWRaTS7s1tHE3I48MJHXnwuqam0ykFPPPzKYI87Vn2UGiD1AFqiUorZPWpFAYEuxPoobv2Xh9ySjAAErJL8XSwxF6m7W8t/jVOcEm58jVwbS21We4dF7I4n37jZ4iFmYIlU7pQWaWtA5ebte7o48SKR8Lo6OPInNVnWLD+nFEZV18XG1Y+Fs7JV+/iw/EdCXCzY/mBRO5ZeugfC5yLKqo4FJ/Doi0X6P3BbqYsO8r6iDQGBHvw+X2diXpzGJGvD2X3CwOIemsYZ94Yyp4XBzBChoOjFGqNyJzVpzmelMdjfVrSyVee/fqvx5JRKgTua6C6C0gHy651wfLNVz6Z1jcAtSjywdaGu7sCPNEvgCf7BfDjkcss3X37OVTeccHyjh07JMckJiZKGjMAfPvtt5ibG34zPHPmDBcuGO4IFUWRjRs3YmdneMsuIiICS0tLg2PKy8tRKpVkZRmWWrGyspLMQJuZmVFaWiqZ1fP29mbnzp0Gx/Ts2ZN58+ahUl29OK+vXXZycmLFihWSjnpr1qzB29sbb29vNm7cSIsWN76pFBUVMWPGDA4ePGhwrkOHDjFnzhyDY8rLy1myZAkHDhwwOK6kpISPPvrI4BiA2NhY9uzZIzlu7dq19aTYdJGXlydrriNHjkg+j5WVlRw+fFiy3jg9Pd2gc+WoUaMAOHfuHPn5+ZLHPHnypMExo0ePZteuXZw7d87gOLkL0/z8fJKTkyXHSV23oHVGTEm5UbrLhGFEUWTtqVQe/eE4Xd7ezpzVZwDo7OvIpND6BgzxWSU8+sNx3OwsWflYGA5GBqDXH/etv6JxsbFg5uAgo+8vpwQDtJllY5v74KoV8WUjgmWAR3u1xN7SjKV7dDu8tnK34817Qjh8KZdlB6RdRmvxcLDil2ndeWZAK349lsyErw8bVVMNWkm8SWG+VwPnCfUD54e+P86Dy4/x+oYofjiUyJ7YLJJySqlWy+97EEWRtIJydpzPZMnOOJ7+6RT9PtxDxze38+iKE/x67DLtvB347L4unHrtLpZM6cLoTs2xs6qf6XW0Nqelm22jEy+iKPLOpvNsOXeFV0e2ZXQneaU+eaUqfjuezGO9/Wnm2PB66dpg2clGX2ZZW4bxTyhM+LrY8GTfADacTufUZcOfB1LMG96GcV2a8/GOi/x2XPo9/J/kjtNlGzJkiOSYli1bymoOe/HFFyXHdO7cWZYb4PLlyyXnGj58uOQYa2trfv75Z8lxTz75pOQYT09PWe5kb731luSbi4+PD1u3bq3nntihQweqq6u5cOECbdtqLWa//PJLvdq2KpWKRYsWERkZyZEjRwxu9zs4OLBkyRLJUpPevXvXHVsf1tbWTJ06VTIDkpqaSmhoKBqNRm/NbnV1NXv27JF0a4yOjmbHjh30798fd3f91r0///wzGRkZDBgwwOBz8MYbbzBr1qy6QFYX5eXljBs3jqioKNzc9AcDmzdv5uDBg6xcudLg/zBv3jzmz59vULaupKSEF154gX379ukdIwgCgwcPZv78+WzatMngMdevX0+nTp0MunSKosj58+d1LrKupby8HJVKZVBr2cLCokmaGf9rRKUV8eKaM/Vus1Aq+O2JnvVuyygs5+Hvj6NUCPz4WHijG642n8vgRFI+i+7tYFRTH4CqSs3+i9mSJRiiKJKQXcI9RtZCA3g7WWOuFEgyMiB1tDHnkd7+fL47ntgrxQQ3uzFjPinUl30Xs/lom7ZWu6OPPKk8M6WCucPb0K2FM3NWn2bk5wf4ZFJnhoQYX0/rZGPBpFBfJoX6UlCmYvv5TOIyizmWmMf6iDSKr3ERNFMItHCxoaWbLbaWZqiqNVSpNajU2u9ValH7e7WGrKIK8q5pVmvpZkuH5o5MDvMlxMuBUH9no7P8jWHZ/gRWHE5iWp+WTOur3876er7Zd4niymomhhrv2HctUpllO0szLM0U5NzEmuVreWZAK1afTOHtTedZ/0wvFA0soVIoBD6Y0JG8MhWvrD+Hi60Fwxrg2HkzEG7H2hCA0NBQUSojZeL259y5c3zwwQeSAX5ERATPP/88jz76KA8//PAdX3JhKOC+lsuXL0vWaYuiyPbt2xk2bJjBcbVZ6vHjxxscd/ToUSwsLOjatavBcX/++ScjRoyQ3A05fvw44eHhBseIokifPn3466+/DOoti6KIRqORtLS/HRAE4ZQoioZXTXcYte/boigyf925OkMNARjbpTmfTr6aWCgoVfH4yhPEZpaw6skesm2j9VFRpWbwx/twsDZn08w+Rtc8H47P4bEVJ/jiga4MNtB4lV1cSdi7O3ljdAiP9jZekWfQR3tp42XPlw90M+p+BWUqer+/m0FtPfn8vi46xxSWVTFiyX6UCoG/Z/fFzsgAMiWvjOm/RHAurZBnBwYyfWArbCyaJqcmiiK5pSoSc0pJzCklqeZ7uUrN5bwyzJUC5koF5koFFmYKLJSKuttautni42xNiLcDwc0c6tUf/9NsOJ3G7FWnGdXRi8+mdJEdGGYVVdDvf3sY0d6r3nXQEL47kMDCzRc488ZQvQFz7/d3E97S5YZjbYu+QlxmMc8OMn7nxRB/nErlhTVn+GRSJ8Z19WnUXGWqau779hixGUX8+mQPuraQV+LSWAy9Z99xmWUTtxcdOnRApVIRExNDmzZtbvh7ZWUlCxcuJCoqil9//fUG84o7FblqEnIaGgVBkAyUAZydnSUDZYCwsDBZweiYMWNkLWqkAmXQ/g8vv/wyixcv5u233zY47t8QKP/XKVWpibtGZUGEeqoUqmoNz/wSQV6Zim8e7NroQBm02b60gnI+mtipQc2Be2Kz0IhatQhDpOSV0b2lC63cjdfHBW0pRlKONrNcWlnNtwcSCG/pQq9Whks/nGwseLiXP1/tu8TswYE667Edbcz5dHJnJi87Sqe3dxDx6hAc9WzV68LXxYY1T/fkw60x/BGRwuqTKbw4LJjxXX0a1XAJ2mvXzc4SNztLwvz/nQZEh+JzeHGNtgn140mdjMqgfrn3ElVqkdkNKA+6nsLyKgQB7A0sGtzsLXWWYRy5lMvqkynMGBjYpEmpe7s058cjSXywNYZh7ZrJdrbUhY2FGT88EsbLa8/w+IoTrJ/eG/8G6FE3JY2qWRYEwUUQhB2CIMTVfNcZ/guCoBYE4XTN18bGHNPEvw99yhgnT55k6NChBAcHs27duv9MoHyrkPvGKDcYbers/z333MP+/fsl66BN3N6UVFbz6A/HOZ1ayNL7ujAp1IdW7rb0DtQGg6Io8sr6cxxJyGXW4CB6B+ovQ5K785lRWM5Xey8xon0zyWBXH3tis+ke4CKZSU0tKOdYYh7NHBtmnNXWywELMwUajYilmYLlBxPZEJku677T+gZgba402ADVPcAVVzsL1BqR7ot28sWeeMpU8vVrrcyVvD66HUvv74q3kzUvrz3LqM8Pcii+acwn/q2cSSngyR9PEuBmxzcPhhos1bmetIJyfj2WzMRuPk0S9IlA71ZuBoN1dzsLndJxgR52lKnUZMhUTpGLQiHw+ugQMosq+XrfpUbP52JrwasjQwB4bMWJW27T3tgGv3nALlEUg4BdNb/rolwUxc41X/c08pgm/mV07NixLrsM2mzyggULeP/991m1ahVTp06948suTEgjCALPPfccixcvvtWnYqKBaESRR384TkRyAZ9N6cKoTt58OKETO+f0x7xGJuvLvZdYc0rr3HdvF/3btWWqasZ/dZjdMZmSx/3g7xjUosiCuw33J+gjJa+M+KwS+rfWH7jXUut85+nQsPpqP1cbTqcUkJRbiplSQZ9AN/bHZctaGLjYWvBgDz82nkknoUa+ThcvDGkNQEW1hv9ti6XPB3v4+1yGUefZzc+F9dN78dl9XSgqr+KB747x+IoTxGfpP+6dyuH4HB747hj9Wrux4rEwo+vhP6/Rem5I06kuotMKyS01HDwGetjj43zjgi7QQ9uYejOex25+LtzTyZtl+xNIzdddl38gLptylTzVFX83W5Y9FEpqfjlP/XQKlR7Hwn+CxgbLY4DaLqCVwNhGzmfiDqVWGeP48eMMGTKE9u3bs2bNGry8pN2OTPx3GDNmDPv27TNll/+lJOWUEZFcwJIpnes5mdUuhjeeSed/22K5t0tznrvLcOCwaMsFIlMKJGXkTqfkE5VWxBN9W+LrYtOg8957MRuAgW08JMdmFlVgZa7Awaph28ydfLWNd2dSCwCtq15GYYXs4OWJfgFYmClYtl+/6sX1DYB5pSr+iJDW578eQRC4p5M3u17oz9zhbTiWmMewxft5fUMUeRLB2p3ChtNpPPzDcbydrHhtVDu8jNxRSMopZc2pVO7v3oLmEjbYcknJL6eFi+G5KqvVHEu4USGp1kjnZi165o1og5O1OSsPJ93wt7jMYh5cfpzFMh0nAcL8XfhwQkeOJeYxb93ZW6bB3Nhg2VMUxQyAmu/63mmsBEE4KQjCUUEQTAH1f5Dg4GBOnDjBG2+8werVq7n//vtN2WQTNyAIArNnz2bJkiW3+lRMNIBSVTWLJ3dmVMcblSJOJuXx4pozhPu78P74Dgav/z2xWfx8NJlpfVoarOUVRZFFW2IoKFfxdP9WDT7vfbFZ+LpYEyBjizyzqBJPB6sGv38FedhjY6HkTEohoA2WQWvKIgc3O0teGBLMmpMpnEzSLRcZ6F4/WLY2V7Dg7ht7RuRiZa7kmQGt2PvSAO4L9+WXY8n0/98ePtwaU682/XZCoxGJz2rcuX27P4HZq07TpYUza57uhXcDgt0lu+IwVwpMH9Dw1+e1iKJIan4Zvs6GF4bW5koqdNhQu9lZ4GhtTryBnYnG4O1kzcRQX749kEhUWmG9vwV52jMlzJfvdPzNEGNrFtfrItL4Ys+t0WCWDJYFQdgpCEKUjq8xRhynRU2H4f3AYkEQdL5qBEF4siaoPpmdLe+N49+CXPmpigrpOqKCggLJMTk5ObJWYHIyeHLOydCxjh49ypAhQ3j00Udxd3enWbPbQwrGxO3JmDFj2Lt3r6zXuYnbC39XG52as9uirjB1+TG8Ha345sFuBus980pVvLz2LG2a2fPC0GCDx9sbm83xxDxmDQ5qsHRYRZWaQ/G5DAz2kBUAZxZV4NkIiTulQqB9c0dOp2hf382drGnlbsv+OPk1wfd3b4GngxWvrI+iSodesaONOV6OVthbmfHqyLaYKRQ8+dOpRtd9utlZsnBsB7bO7suErj58ve8SQz7dz/DF+/liTzwpecZJ4jU1oihyIaOI9/+Ooe+He7h7yUEKywwbi+lCo9HqKL+75QJ3d2jGj4+FG116ARCdXsjOC5k83NMfjwaW7VxPdkklFVUayV0Ua3MlVWrxBj1rQRAI9LC7qeU0T/YPwNnGXKdRyfwRbXGxtWDuH2eN0trWlm0156PtF/nrjLwa/6ZEMlgWRfEuURTb6/jaAGQKguAFUPNdp1OGKIrpNd8TgL2ATt0bURSXiaIYKopiqCHtWUPk5uZKjikvL+fKlSuS4+RI1+Xm5nLkyBHJcd99953kmOjoaP766y/Jca+//rrkmO3bt0saiQDMmjVLMqheunSppGHE5cuX+fTTT+vNVV5ezksvvcTixYv5448/mDt3LjExMZLmH8nJyRw9etTgGFEUiYuLk2XFXVIi703hWkMVfchxfgR5iyO520m3q7zjzUKhUDBr1ixTdvlfyPUBa1pBOe9sOs9TP5+iokrDdw+H4myrX9daKzl3lsKyKj6d3NlgCYZao3UN83O1YUpYw93QTiTlUV6lZkCwvM+crOJKPBwMyyVK0dnXifPpRXU1mP1au3MsIVe2g56tpRlvjWlPbGYx3+mxwV79VE/2vjiAaX0DWPZQKMm5ZTy24oTselFDBHna88Y97Ti6YDBv3dMOW0sz/rctlr4f7mHsF4f4/mAiaTU1q2Wqai5mFrPzfCYbz6TrDO4bS0peGV/siWfY4v2MWHKAbw8k0NrTjg8ndMTS3LgN9MpqNbNWRbL8YCKP9PLn8/u6NshRUq0ReWV9FO72ljzdRFllgJQ8ra20r0QZRu05V+io8w10tzNY895YHKzMmTEwkANxORy+rjHU0cact+9pR3R6EcsP6n7t6kIQBN4f34Ewf2deWHOGU5cNm3A1NY0tw9gIPFzz88PAhusHCILgLAiCZc3PbkBv4Pz145oKOYFRcXExNjbStW329tJWqaIoEhAgLUrevXt3yTHu7u706NFDctxDDz0kGUD17duXkJAQybmeffZZycBu7NixeHgYruXz9/ena9eudZmZw4cPM3ToUMLDw1m1alXd/V988UU+//xzg3P5+PhIOhQKgkBmZqakS2FmZiYrVqwwOKbWYfH48eMGx+Xn5/P222/LshpftWqVwTGgXahIZfazsrKYO3eu5Fzfffed5AKj9phSFu4RERGShiQAH3/8seTzVFZWJsv1cOvWrfWs0ceOHcvu3btvyC5///33knOlpKTIcujctWuX5JiKigqio6Mlx5moT2RyPk/+eJI+H+yu+0Ac1dFL0n76j4g0tkVn8sLQ1rT1cjA4dsPpNGKuFPPC0GAszBr+UbYnJhsLMwU9AwxLt4H2vSKzqKLBzX21dPJxQqXWEHNFu9jv39qdymoNxxPlBwBDQjwZGuLJkl0XdWZ0fV1s6myPe7ZyZfGUzkSmFPDsrxFGZfQM4WFvxcO9/PnjmV4cnDuQeSPaoKrW8Pam8/T+YA8t528m5PVtDP10P9N+PMms3yK5bKQhy/VUVquJSitkzckU3v7rPM/8fIq+H+7hf9ticbQ2552x7Tm+YDA/PBrO2C7NjQp0rxRW8NKas2w6m8G8EW14Y3RIgyXzfjiUyOmUAmYPDsLZRv8C0Vhqn+sWEpllKwvt/61rcRToYUdOieqmKkxM7eGHt6MVH2yNueEzc3j7ZgwN8eSTHRdJypHvZmlppuSbB0PxdrRi6e5/diejUaYkgiC4AquBFkAyMFEUxTxBEEKBp0VRnCYIQi/gG0CDNjhfLIqipJ2dyZTk30lZWRmvvvoqmZmZLF68WKc73YQJE1i0aBGtW7e+BWd48xFFUXI7V6VSUV5ejqOjYX3ZuLg4vLy8JK3St2/fzl133SWp37x69WomTZpkcEx0dDQajYYOHToYHLdx40ZGjx4t+b8eOnSI3r17GxxTWlpKfn4+Pj5X1RHWrVvHuXPneOONN+puy8nJMeg+WEtFRQVWVoYDGjnPU2P4L5uSDPjfnhtc6tZN72XQXCAlr4wRSw7QztuBX5/oYTBIqaxWM+ijfTjbmrNxRp8GO4YBPPtrBEpBYIkeo49rKa6oosOb21lwdxue7NfwbGFqfhl9PtjDO2Pb82APP8pVajq9vZ2Hevjx6ijpJEct6QXlDPlkH+EtXfj+kTDJ1/NPR5J4bUM0j/b2Z8HdbesUSpqa8+lFTF1+lLzS+gtzAejQ3IFWHva0crclwN0OXxdrrMyUVGs+Da0aAAAgAElEQVREqtUiVRoNao3WvU+tEalQaUjMLeFCRjHn04u4lF1CtUYbt1iZK7inkzct3ewY3ckLH4k63uvJLakkr1RFoIcdG06n8/qGKCzNlbx1Tzvu7tDw5vOknFKGLd5P3yA3vn0otEnfZz7fFcfHOy4S885wgwuBNSdTeGntWQ68PPCGko09MVk8uuIEa5/uSagOzeuKKjXbz2cS7Gmv0y1SLrXn8OUDXW94PK8UVjDkk3108HHkl2ndjXqMLmWXMPaLQzR3smbd9F5NZpxz00xJRFHMBQbruP0kMK3m58OA4U9dE3cEBw4cYMGCBTz//POMGzdO77haZQw52ct/I3IuegsLC4M2y7UEBcmTGho6dKiscVKBMkBISIis/0FOoAxIBsoAtra22NrWb64aO3YsS5YsYfbs2Tg5aRUE5ATKgGSgDE2vE23iKh9N7MTU5ceoqNJmMK3MFXQwYDyi1oi8sPoMAvDxJGlTkV+OJpNWUM774zs0KlDOKamsyyLqY9rKkwxt58mkUF8yi7S6tY3NLDd3ssbNzoIzKQU82MMPawsl3Vu6cNBILWNvJ2ueH9KahZsv8HfUFckA78Ge/igUAq+sjyL2SjFfTe3WoFpcKUK8HYh4bSgrDiXy5l9Xd4zaetnjYG3BsYRc1kdqdwU7+zpyOkV/s1dHH0fOphbSzMGKtl72DG7rQVsvB0K8HfB3tW1w5rekUitNmFFYQe9AN3bHZNHNz5mPJnaiZSO0kDUakbl/nMVCqWDhWMONrA0hJb8Md3tLyYy5dU1mWVdpT0s3Wzr7OpFeUK7zvqIIc34/zZP9Anh5eMMbQ8d19WHZ/gQ+2hbL0BBPzK5ZnDVztGLe3W14ZX0Ua06mMilMvgV4K3c7Pr+vC4+tOMGLa87wxf1db/r7ucnBz0SjKS0tZcGCBeTl5fHnn3/i6mrYFKBLly6UlJQQFxcnOxg08c8h903nZr851dYuf/bZZ7Lq9E3cPqjUGqqqNVibKymvUhPm72Iwi/njkSRUag1v3tNOMjuYmF3C25vO4+VoRd+ghvW21FKrJqHPUa6iSs3OC5l08tEG+gVlKsJbuuBu37iaZUEQ6OjjxJmUq2VG93Ty5rU/o7iYWUxrT/nZvEd6+bMuIo03N0bTJ8gNB4lGxwe6+2FppmT+urOM/+owPzwS1mDJPclz692Sao3Iws0XAHh/fEc6+mgXvmWqahKyS8ktqaSoohpzpYBSocBMKWCmEDBTaO2ubSyUNHO0xsVArbuxiKLIvD/O1u1+7I3NYt6INjzRN6DRToW/Hk/mWGIeH4zvQDPHpmnqu5aUvHJ8degnX49VTRNtuY5guZmjFadTCvSWxFhbKGnf3JETetRW5KJUCLw0LJgnfzrFmlOp3Bdev7fgvrAWbIhMZ+Hm8wxs42HUdTUg2IN5I9qwaEsMn++OZ1YTaVjr4+bswZj4z7Bv3z6GDRvGoEGD+OmnnyQD5Vpqs8smTBji3nvvZdeuXRQWypcZMnFrSc4tY/ovEbR0t2PH8/2Y0K05j/dpqXd8Yk4p7/8dg6utBfd2uVFJ41qi0wsZvfQQABND5Wei9HEsMc9g1vtKjcuZV41kWGF5FccT87BrhJVvLf2C3HCysSC/VJutHtjGgyqNyB8RqUbNY6ZUsGhcB7JLKvl4W6ys+0zo5sOPj3Unq6iCsV8cIiL55umaT+sbwFv3tOPeLs3rPc42Fma0b+5I/2APRnfyZnh7L4aEeDIw2IO+Qe70bOVKqL8LId6OTRooA3x3IJFNZ6+atJgrFUwO9W10oJxeUM77f8fQJ9CNSU3w+tSFlbmC7i2lP2etDdQsW5krcbW1IKNIv9JVeEsXzqQUym461ceQEE+6+TmzeOfFG85FoRB49972tPFyYNGWC0bP/UTfAMZ1ac4nOy6yNUpatKExmIJlE0ZTWVlJSUkJzz77LN9//z0bN25kzBhjlASha9euFBcXEx9/azQTTfw7UCgUzJw5k88+++xWn8q/CkEQXARB2CEIQlzNd53FwoIgqAVBOF3ztfGa21sKgnCs5v6/C4IgK1rRiCLTfjyBKMJ3D4Xi42LDRxM7MyBYd4OwRiMyd+1ZLMy0AZ++mnuNRuSbfZe4Z+khSiq1ijRTuzdcAaOWE0l5dPF11tsgmF6o3ab2rskQltZ82DdFjWQnXydOJOXVSca52VkyoLU7f0amodYY10vU2deJJ/oGEJVexIE4ebKrPVu5sn5Gb2wtzbhv2VE2nzXO4c8YHu7lz6eTO9/y0qeCMhUPLT/Ku9cFZpXVGn45drlRc4uiyIL151BrRN4b17Dyi5NJeaw+kaLXqS67uJI9sdm42klfjpZmCrq3dEGjpy+tmaNV3WJQF6F+zqjUGs4ZoYesC0EQeHlYMD7ONqw+mXLD34M87Qn3d2F9ZBrHEqTVzK6fe9G4DnTydWLO6tN1DbM3A1OwbMIocnJyGDlyJMOHD2fYsGGsXLkSFxfdW5hSvPLKKyxcuLCJz9DEnca4cePYuXOnKbtsHPOAXaIoBgG7an7XRbkoip1rvu655vYPgE9r7p8PPC7noCl55VzKLuXLB7riL6Pu85djlzmelMdro0IM1gE/+dNJ3vs7pl4Q2RgFDNA2651PLyKspf73r9pgonY7vawmULe1NF5K7Ho6+jjhYmvBnpirijLju/mQWVTJISNrlwGeuyuI0spqZv0WKVsloJW7Heun96J9c0dm/BrBl3vj70ipyjJVNd8dSKD7ol3sj8vFXCkQ5u/MwGB3+rd2p19rd9p5G262luKPU6nsjc3m5eHBDS5r+e5AIh9ui0FfnF1r5GGo/r+Wao3IscQ89D2bXo5WZBgIlmtLk4xRaNFH9wBXbCyUfL47Xmeme8bAQJo7WfP6hmijpQWtzJUse7AbdpZmPPHjyZvmLGkKlk3IRqVSMX78eA4ePMgjjzzC6NGjGzVf165dKSoqMmWXTRhEoVDw7LPPSkoOmqjHGKC2g3YlINs5VdCmxAYBa429f1FFFa+NbEvvQOlGzJS8Mt77O4a+QW5M7Oajd5woijq3xw0Zm8ghIrkAjQjheuqVgbpgotbiuCkzy0qFwIDW7uy7mF23CBjUxgMHKzOjSzFqz+nrqd2o1og888sp2dvnrnaW/DKtO6M7efPh1ljm/XFOdsCsr0HsdqG0spqv912i7wd7WLj5AiHeDrwzph1x797Nmqd78cOj4ax8LJwfHwuXZXWuj6i0Qt786zxTwn15uKd/g+bIK1WxKyaTsZ2b663vP5taiCBAOxnBcm3QqW8ubWZZ//PnbGtBkIedXpdIY5k5KIickkp+O558w9+sLZS8NiqE2MxifjxifIbf08GKZQ+FkllUyYxfIm6KlrcpWDaA3DcMtVr6TUmOC55arZalEy3HeCU7O1uWMUZOjnQGo9b448iRI8yZM4fc3FymTZtWb0x1dbVsl8JrMdUum5DD+PHj2b59uywTGhMAeIqimAFQ811fJGBV45p6VBCE2oDYFSgQRbHWgScVaK7vQNc6r9oqNTzcy1/y5Gq3rAWQ3LIWBIGvp3ZjdMf6Sg+NzSyfSMxDqRDo0sJJ75iMwnKcbczr6j9LazLLNhaNzyyDtk45v6yK0ynammErcyWjOnmzLfoKxRXGO8/5u9myeHJnotKKePXPKNmfYVbmSpZM7szMQYF4Osqz8k4rKKf3B7sZs/QgKw8n3bSMXkPIKCznyz3x9PlgN+//HUOItwNrn+7J+um9ebCBwaw+soorePLHk9hbmTFnSOsGq7NsPJ1GlVpkvIGF47m0Alq528mqma9Wa597Mz3n4+VoTX5ZlcFFVai/Cycv5xtdFqSL8JYu9Ahw4et9l3Qec1g7T/q1dmfxjotkFVVQUaU2Sge6s68T74/rQO9AV73/c2O4o4JltVrN9u3bJcelpaUhx0774MGDkmOSkpKIibnR0vF6Nmy4wa/lBs6fP8+FC9JF7r///rvkmNjYWE6dOiU5To7Jw4EDBzh37hz9+/dnzJgxN0h8gTb7J8d8YvPmzfUer27dulFQUMClS5fqbisvL5clK3fs2DHJx6uyspJ169ZJzhUbGyvrsZdj/FFVVSXrNZGQkCBroZWYKO1ylJOTQ1mZ9NZrWlqa5AdoWVmZLBv0zMxMSUdDtVotaVwCWsOXyspKvX+vzS6/9957knOVlpZSXi6d8ZKz6IyNjZX1+N8KBEHYKQhClI4vYxoIWtToit4PLBYEoRVaOdzr0fuiudZ5NaCZs6xAa82pVA7E5TBvRBtZ2rhF5dXsic1mRHtPlkzpzKsj2za6Get4Uh7tvR2wNRB4ZBRU0MzxqvJAqaoaCzNFk+kT92vtjlIhsPvaUoyuPlRUafi7gQ1Lg9t6MmtwEGtPpfLLsRuzePpQKAReGBrM83fJUxWwszDjlbvbolKLvLExmvB3dzJt5Qk2n81odFNYQ0jILuHLvfGM+eIQPd/bzYG4HDr5OrFuei9+ery7Tj3hxlJRpeapn06RX1bFtw+F4tEIG/S1Eam0b+5g0IznbGohHWVklUGrSAMGMss1ZU+G6pbDWzpTXKF1YGwKZg0OIqu4kjU6apcFQeCte9pRUaXmmV8i6PfhHoZ8st+o+cd19eHZQUE3pTb+jgqWlUqlLKe85s2b6zTLuJ6+fftKjvH396ddu3aS4yZPniw5pkOHDoSFhUmOmz59uuSYPn36yJrr5Zdflhxz9913SxpUKBQKXnrpJcm5RowYQXBwcL3brs8uW1tbM3XqVMm5wsPDJaXnLC0tGTlypORcAQEB+Poa7l5Wq9U4OTlJBpsZGRmydH7j4+Ml3fTy8/PrOdvp48iRI+TlSW+XrV+/XnJMSkoKERERkuP+/vtvSRMUhULB3r17JeeKj4+X3FWZMGECW7dulcwuq9VqWY9Faam0c5Sfnx/Nm+tNqt5SRFG8SxTF9jq+NgCZgiB4AdR817liEUUxveZ7ArAX6ALkAE6CINRGkT5AelOdd2ZRBe9sOk94Sxce6O4n6z7fH0qkpLKaWYNbM6Zzc6b1lXZNNURltZrTKQWEG6hXBm0Zhvc18l9llWpsmyirDOBobU43P2d2x1xN3nRt4URLN1v+OGV8KUYtzw0OYkCwO2/9FW200oXcQMPRxpxpfQP4e3Zftj7Xl8f7tORsaiEzfo0g7N2dvLz2LJvPppOUU4qmCTKT1yOKIlFphXy8PZahn+5j0Mf7+HBrLIgiLw8PZtG97VnxaLhBI5zGHn/B+nNEJhfw8aROtJcZxOriQkYRUWlFTOiqP6ucWVRBVnElHX3kHac2s6wvWPaqeV0bqlsO9dNeH42VkKulZ4AroX7OfLn3ElnFFfx+IpmMa0pBcksqcbQx59TlfLKKK8kuqWwyt8nGcsfpLEs5opkwnqbU3dUVXIWGhpKfn8+lS5do1UrriqVUSn8gCYKAmZn0S9jSUlq70dzcHHNzw/qkSqWSNm2kBdpbtJDXpS/HSMTZ2VlWsC+3fnzGjBmSz1NQUNANCxpdPPTQQ5LBsiAITJw4UXIuOQs7hULB/Pnz+fzzz3nllVf0jnNwcMDBwbBVMsh7nuQsem5TNgIPA+/XfL9ha6tGIaNMFMVKQRDcgN7Ah6IoioIg7AEmAKv03b+hfLEnniq1hg/Hd5S1ZV1UUcX3hxIZ1s5T0gJbLufTi2jv7SAjWC6vV6ZRqqpuMrewWnoGuLJkVxzn0gro0NwJQRAY16U5H+/Q2lg3pFlMoRBYPLkzo5ce5JmfT7FpZt9Ga0Mbok0zB+bf7cDLw9tw+FIO6yPSSMoprVM/sLVQ0sbLgZAaM5G2Xg4Ee9rXlbcYorJaTXJuGQk5pSRkl5KQXUJCjlafOSm3DIWg3eJ/c3QIQ9s1w9tJWoO4KVi2P4F1EWk8f1frRrn9gbY50FwpMKaz/oX52dSa5j4f/WVDtRSWVdWV8ZgrdV9jnjXB8pUi/btwPs7WDGrjbpQltSEEQeC+8Ba8sOYMvd/fTZVaZM6Q1swaHIQoisz4NZKckvqlF2VVahxuktOkMdxxwbKJfyevvPIKixYtYvlySSd0E42goQuaxoxryi2xCRMmMGDAAGbOnCkrIP4P8z6wWhCEx4FkYCKAIAihwNOiKE4D2gLfCIKgQbvL+L4oirXbGHOBVYIgLAQigSa5MLdHX+HHI5d5a3SILLUMgBWHkiiuqGbmoKYzHYhKKyQiuYAQAwoI1WoNzjYWtLgmWC2rVDeJEsa1+Lpog7u5a8+yZXY/AMZ2ac6RhFzWnExhzlDphasunGws+HpqN8Z/dZiFm8/z3rgOTR7oX49SIdA3yJ2+Qe5UVFUTl1nKhYwizmcUcT69iD8j0/jpqLaBSyFoHQjVGhGFIGCmFFAqtIYktb+rqjXEZ5VwbWLa3d6Slm629GzlypwhwfQOdMXV7uYtBHSx60Im72+NYWRHL2YNDmzUXFVqDX+eTuOutp44G9CTPpdagFIhECKxYMwpqaT7ol11dcYTvj5CgJstX07tWq9MxN3OgrbN7Cmu0F9KJwja5+JAnPHqLLpYczKFl/84C0DVdZlvQRBYMqUzz/9+ul62u1ylljTa+ScwBcsmbgtCQ0PJzc0lISGBgIDGbbGauHNRKBTMmDGDpUuXsmDBglt9OrctoijmAoN13H4SmFbz82FAZ31VTVlGeFOeU5mqmrf+Ok+wpz3395BXflFcUcXyg4nc1dajUdvc1xOdXoSTjXm9Eosbj11NQk5pvUZCD3vLRjcWXk8Hb23wcz6jmD8j0xjbpTm+LjY42Zjzw6EkHu8b0GBL6nbejnw9tRuPrThBRmEFPzwSZrBGuymxMjejg48jHa4pGxBFkdT8cqLTi4jPKiazqILKag3VGhH1NV/VGhGNRsTH2Zph7ZoR4G5LgJsdLd1tb3ngFJVWyKzfImnn7cBHEzo1OhmwNzabnBIVEww09gGcSS0kyMNOMhvvZG2Os415XYY2r1RFSWU1wnWtCPZW5sRkFpNTrL9XBCDEy4HdMVlUVKklLbal8HayxlwhUKUW65ogrm2W7RHgyvbn+/HOpvOsPqktQ4rPLGm0vXxTYAqWTdw21NYum7LLJgwxYcIEBg4cyMyZM7G3l28LbOLWsmRXHGkF5ax5uqfsBrl1EakEutvx7MDGZe+uJzq9iHbeDgYDndqMm/01wVlKftkN28SNJTbr6hb3nNWnsbcyY3BbT6YPCGTLuSv8eDiJmY2w8h0Q7MGSKV147vfTPPrDCX549J8LmK9HEAR8XWxqSkua3ZJzaAxRaYU8/P1xerVy5e2x7WWVkUixPfoKrrYW9Gutv4+qWq0hq6iCoe08JeczUyq4P7wFn+2+Ksn63F1BN5ThCIKAnaUZRQYyywAh3o5oRIi5UkxnX+kSEEP0DnRj7TO9eHzlSbJrgnTL6xaf9lbmfDihE54OVlob61URnHpNumTxZnPrC0FMmKghLCysLrtswoQ+lEol06dPZ+nSpbf6VEzIJPZKMcsPJDIp1KfO7EAKVbWGr/YmYGWhoHMTNmlVqTXEXimWNKEoqqn5tLe6GlgqFUKTyGhdS0zG1YZVjQjP/BxBVFoh7Zs7MjDYne8PJVKmMhzQSDG6kzdLpnTmVHI+j/xwvM4F0YR8Tl3O475vj2JlrmTByJA67e3GEJ9VzNqIVKb1bWlwARmZUsCFK8W0aSav9GxS2NVmdT8XG6b10b1b62BlLvlaaFe785HeNLKdHX2c2DyrDy1qyo+2RetWfXlhaDAdmztSVF5Ncq48k52biSlYNnFbsWDBAhYtWnSrT8PEbc7EiRP5+++/KS5uGkkjEzcPjUbk1T/PYWdlxrwRbWXfb9PZdK4UVTRa+eJ64rNKUKk1dUGAPq5mlq8GywpB0Gsf3FCuDZYBBAHya/Rlnx0USH5ZFb8aIQGnj1EdvflsShcikgt45HtTwGwMB+KymfrdcdzsLFn9dE9ayqy3l2Lp7niszZVMDjPcbLwnJgulQqBPkLTZD4CPsw3ONtodkffGddBbOmRnaUaJRGbZx9kaeyszotObzkHVw96KTc/2AWBPrH4Z328fDsVMqeCDrdJSrDcbU7Bs4rYiPDyc7Ozs21bb1sTtgVKp5JlnnuGLL7641adiQoI1p1I4kZTPghFtcTHQwHQtoiiybH8CQR52DDCwPd0QomsyZFKZ5Vo1AXvLq2UYNyOz7GJnSXMna3oEuALw0+Pd6Ruk/Z+7+WmNHL49kEBldeO1i0d29OLz+7oQmVLAw98fb5DxyX+NbdFXeHzFSfxcbVj9VE+aN5HaRmJOKRvPpDO1h5/kdbEnNptQP2ej6rVrX6a9DLhp2lmZUVxp+DUgCNqmwvMZTWsI5WBjwYs1zaunUwp0jvF0sOLJfgFsPpfBqcvGSSA2NaZg2QBy3PRUKpUsvdYrV6QF5gsKCmQ5lMkpU0hNTZVlUhEXFydrLik9YID0dGkp1oKCAkmd4vnz57Nw4ULJuUz8t5k0aRKbN2+WdZ2auDWcvpzP3D/OEeBmK9nAdC2H4nOJuVLME/0CmtxgICqtEGtzpWR2UGdmWSGgbuLM8kcTO3Fo3iC+fagb1uZK1kfW11d+dmAQmUWVrG2E7vK13N3Bi6X3deFMSgFP/3yK/AY675Wr1Ez6+gjfHUggq0jaofafpin0eddHpjL9lwjaNXfg9yd7Nqn83pd74jFXKpjWt6XBcVcKK7iQUcSAYOPsuDv7OBLkYWdwjL2VdGYZtAvLmIziJl8oPtLbH3srM749oD+meap/AB72lizcfF62I+XN4I4KljUaDWvWrJEct3XrVgoKdK9krkWOw1dhYaEsm2c528VVVVWyglI51tkWFhayAm85AbW5ubksFzY5wXJ5eTmXLxv2fu/RowcxMTEkJSUZHJecnEx8fLzBMaIosm/fPsnzysrKkmX+sWfPHskLtrCwkOPHj0vOtXv3bsnnUhRFtmzZIjlXZGQkGRkZkuO2bt0qOSYvL0+W++PevXslHwtRFGU5YUZERMh67Z8+fbruZ33Z5ezsbFk27qtWrZIcc+bMGVnOjibqI4oiq0+mMOGbIwDc393XKBvgZQcScLe3ZExn7yY/t/PpRbT1spd0ACzWVbMsCDfFYEN7HHNGdfRi4+n0OlttgN6BrnTydeLrfZeazKBhRAcvvri/C4XlVYz87ACRRhqXAFwpqqCiWs3CzRfo8d4uHlx+jHURqfXO/Z8mMaeUr/ddYuwXh5i1KrJRc/14OJE5q8/QvaULPz/eHUebplPhSMkrY31kGveFtzDo+lel1rDvovazd2Ab43ZYCiuqaWZA7QW0ZRjFMp6vEG8HyqvUJDaR3vK1x78/vAV/n8sgJU93LGJjYcaLQ4OJTC5g8znpz7ibxR0VLCsUClkGCMOHD8fJSbqr089PWt7I3d1dVke+lNNc7Vyurq6S40JCQiTHeHh40KyZdLdxp06dJMd4enrKcjELDQ2VHOPl5YW/v7/kuI8//liydrlFixYEBhrukhcEgf79+0sez8PDQ9bjOnDgQMlMl6OjI+Hh0qpbgwYNkjS90Gg0jBgxQnKutm3b4uUlLYzfp08fyTE2NjaSjo2gfb6lHgtBEOjWrZvkXO3bt5c0hQFuOK/JkyezadOmetlludfRlClTJMd06tSJtm3l19ma0DYtTfrmCC+vPUt1TWD5UE/D2bNruZBRxP6L2TzSyx9Ls6bVNNZoRM5nFEmWYIBuNQylQuAmxcoATA7zpVSlZvPZq0GBIAg8OzCQlLxy/jrbZEaKDGvvxXv3ao1hJn1zhJWHk4zK3LV0s2Xjs33YOac/MwYGkphTypzVZwhduJPZqyLZfSGTsiYKnKvUGrZFXyE1v35AJYoi0emFfLI9lmGf7mfgR3t5/+8Y1Bqxwc59xRVVPLcqkpVHLjOyvRff3wS5va/2XUIhCDzdv5XeMb8dT6bNa1v5ZPtFnG3MaWVknXRuaSVuEvrT9lZmBnWWa6mt72/KuuVaHuntj0IQ+OFQkt4x47v50KaZPR9sjWmScqSGYJKOM3Fb0qNHDxYtWkRSUpKs4PpORY6TIch3mrOzM7wt19Rzgda+XAoLC3m1rNc/Htdml+fOnVt3e1Nv3ZuQh1oUGfX5QSqqrmZA7SzNjNIm/u5AItbmSh7oLs8JM/ZKMX6uNrI0YNMLy3G0NpNlGVxcWY2lmaLeuQsCTb4VfS3d/Jxp5W7L7ydT6ikaDG7jwcgOzfj5aDLD23k1iWQZQAcfRzbP7Muc1ad5Y2M0J5LyeH98R+yMCA4DPex4YWgwc4a05tTlfNZHprHpbAYnEvO4UlRBK3c72no50MbLnrY1Ln4e9payrtGKKjVrTqXy5Z54MgorGNPZmxHtm3Epu5T4rGJOXc4nOa8chQBh/i68PiqEoe088XE23vUQICI5n9mrIknLL2f24NbMGNgKsyZ2j8soLGftyVQmhvoYzPyWqdSoNSKZNRJrPd7bzcKx7Rkh0y0wt0SFq0QttL2VuawyjFbutrT2tLvByS8xp5SPtsUyY2AgIRINs/rwcrRmVEcvfj+RzOy7gnRqiisVAgvubsMnOy6y5mQqU2XqtDclpmDZxG1LrTLGsmXLbvWpmLiNmTx5MgMGDGDGjBmyA3gTNwelIPBIr5Z8s+9SnemAm528hRBAZlEFG8+k8UB3P5xspO+n0Yg88N0x+gS6snhKF8nxSTllpBVU0NxZegGnFCDQw/a625peDeNaBEFgSlgL3t1ygbjMYoI8tbuWCoXAAz38uP/bY3yxJ54Xhxnn6qfRiHrLYBxtzPn2oVC+2Z/A/7bFcD6jiK8e6EZwM+M0zAVBINTfhVB/F94Y3Y6Tl/M4cimXCxlFnLqcz8YzV7PiLrYWtGlmTwsXGwRB69qnrHHuK6+qJvZKMXmlKjIKtaYltWw4nc6G09p5POwtGdzWgxm+TtzV1rNRLn5qjchXe+P5dBYcioUAACAASURBVGcczRysWP1UT0JlShwayzf7EtCIIs8M0J9VBu3/dy25pSqSZEqolamqKVOpJR8TB2szfGRcCxZmSlTVGuKySq67XcHmcxl0D3BpcLAMMK1vAH+eTmfV8WSe0pNt79fag2/2J/Dpjovc26X5P64VbgqWTdy29OjRg3fffZfLly/LKokx8d9EqVTy9NNP8+WXX/Lyyy/f6tP5zzNzUCCrTyZTUaWhTKXGwwj3rQ2RaQS42fFYb3llG+czisgpqaRPkLx6zsRcbWZMjvRXSaWajML67mbNna1pJdE01Vju7dqcfRez+enIZd4e277u9l6t3BjXpTnf7L/E2C7eBHrIC2Z3x2SyZGcc3z8Spjd4UigEnhnQis6+Tsz8LZIxXxzk7THtmdjNp0G7NBZmCnq1cqNXq6tKDIVlVVy4UkRMRhEXMoqJySzm5OU8Csqq0YhX3ftU1RpUOmqzBaBvkBsvDWtDS3dbo7LfhsgoLOf5309zNCGPUR29ePfeDg12TJQiLb+cfbFZjOvaXDL7fX2w/OzAQJ7uL09GMbfGOEcqs6yq0hCfLa9B2s/VlqTc+pllb0cr3OwsOJNSCD1lTaOT9s0dGdbOk5NJeTzep6XebP4LQ4MZ9+VhVhxOYkYTGxVJYQqWTdzW1GaXv/nmm1t9KiZuY6ZMmVKXXba1bRoNVBMN4+t9l8grrWLN0z25UliBt0ypLVW1hmUHEujSwpkWrvK20ffHaTVa+8nUn03KKcXKXIGngaaqWq4a8l6lslrD0Uu5iKJ400p93OwsCXC35ddjyTzRL6DG7U7LgpFt2Xkhk1fWR7HqyR6yzsFMoSDmSjFTlh3llye6G2wo69nKlS2z+vDyH2f5bGccvxxLZsGINnQPkO4BkMLRxpweAa51EnlSVFSp+fVYMp/vjiO/rAoRCPK0r2ef3RhEUWTL2QwW/BlFlVrD/yZ0ZEIDFwdyeXtTNNklKp67q7XkWIdrGktfHxXCY33k1/3n1iicuBqxqyOFv6sNEZfz6732BUGgk48TZ1KlBROkGN/Vhyd/OsXumCyGttPdb9W1hTOD23jwzb5LTO3hd9MWNbq4oxr8TNx59OzZk/T0dEkFDRP/bZRKJU899RRffvnlrT6V/zSqag3L9icwprM3Yf4ujO7kTTc/eY1WW6OvkFOikl2rDLAvNltbAysze305txQ/F1vZyhzXj3K2MadaI950Q4/pAwJRKAS+2FNf7cfNzpJ5I9pyLDGPdRFpsubq19qdFY+Gk1ZQzpRvjpJRWG5wvIeDFcsfDmP2XUFkFlYwedlRpq08SXzWP2sAZGWu5LE+LTk0bxBzh7fB1c6CVu5Nk9U/fCmHcV8d5p0tF2jTzJ7Ns/oyMdT3pgbK26OvsC06kxkDA2UtIP+qafIc1MbDqEAZILuogjB/F0k1DGPwc7WluLKavOukBjv6OHEpu6TR18SgNh40c7DiFwkDnjlDW1NUUc1yA3JzNwNTsGzitmf+/Pm89957t/o0TNzmTJkyhY0bN8rSPTdxc7hSVIEgwNzhbYy+789HL9PCxYZ+MksqiiuqOHU5n/7B8iW1EnNK8XdrWPMXUFdHXVB2c808mjlacX94C9acSr3B6ndKmC9dWjjx7pYLFJTJ00ju2cqVHx8LJ6u4kknfHNEr01WLUiEwMdSXPS8O4KVhwRxNyGXY4gMsWH+OrOJ/VlPZxsKMZwa04tSrQ7jfiIWULs6kFPDg8mPc/+0xMgoqmD04iF+mdW8yRz59lFRW88bGaNo0s5fUVa4l9koxdpZKlt4vXYt/PfHZpZxIyqu3K9FYaq+b6+umO/k6IopwLrVxShlmSgVTwn3ZH5dt0N66nbcjIzt4sfxg4g2B+83EFCybuO3p1asXqampJCc33vLVxJ2LmZkZTz75JF999dWtPpX/LIXlVTzTX17m7FriMos5npjH/d1byM76Hr6US7VGlB1cqzUiKXnl+MsMjHT18TnXBMv5MoPUxjB9QCvMFAKf765vHKVQCLw7tgMFZSqe+PGk7PlC/V34ZVp3CsuqmPzNEVmaudYWSmYMDGTfSwN4sIcfq0+kMOB/e1m88+It1VM2lrjMYp7+6RRjvjhEVFohr45sy96XBnBfeIsmV7vQxSfbL3KlqIJ37+2AuYzj5ZRUsu9iNveFt8DGwvhq2UvZJXjYW0o6/hnTqurnqr1uLl9Xt9zRRyvD2xSlGFPCWqAQBH47Yfiz/vkhQZRXqfl636VGH1Mud1SwrNFoOHz4sOS4yMhIWdknOWYKMTExssxLYmKkvc1TU1PJy8uTHBcZKS22npycTHa2fs/1Wk6cOCE5JiUlhczMTMlxERERkmOysrJkmWdERUXV+11XdrmgoECWEUpsbKzkmPLyclkui3IeB0DW81hcXNxkhjaVlZWyTD3kmNCo1WoqKyslx5WXG97OrUWOiU5FRYUsjVepa/K+++7jt99+k7WwknN9JyUlkZraNM5p/wXMlQr+z955h0dVbX34PTPpvfeQAKF3CE1aqFIUsaAXFZAqXhS9XLv383qLXrBgb4gKCgoKUpQmIB2BAIEUCCRAekJ6Jm0y7Xx/DIMJzMw5MwmCOO/z8GiSPXv21LP22mv9fnOHymtCasyqIzm4KBVMtsHlb9+5EjxdlLLLPM5dqkajNxBsg2rC1afy/peNKSquc2YZjOUQD/WP4Yek/GsC284RPsQEeJCYVcGTq0+glWlW0iPaj2/nDkCtM/DAp7/KLq0I9HLllYld2LFwGAkdgnlnZwYJb+7hw90ZklnqG4UoihzPLuel9Snc/s4+DmSW8tSodux7djizh7SRJTXYEqTkVbH80EUe6t9K9nt1Q1I+OoPI/fHR0oPNcL6kxmrJilZvYMfpS8b3lQjpRSrJU4pofw8UwrWZ5QBPF6ID3ElugWA5zNeNkR1D+C4x16qeclyIN5N6RrLiUNbv5h55SwXLCoVClmpCREQErq7SX5itW0sflwQHB8tqKOrYUfpYMioqioAAabmaXr2kj2VatWpFcLB0xkWOkUhUVBShoaEtsq6QkBBZc11tEDJo0CByc3ObBEF+fn6y5mrTRvri7erqiq+vdOOIIAiSQZ1Go0Gjkc48VVRUyAqW5WwuSkpKZAWlFy9elBzT0NAgaxMi5bBoIjc3V3KMnI0KIKm57eTkxMyZM/nmm28k55Lz+Q4ICJBlYOTASKsAD5s1gOs0OtYdz2N8tzDZ8l+iKLL3XAm3xQXJ1nBedrnGMb9C3ibP3Kf8tzKM3+f4d15CG5yVAu/vyrjmb4vuNRr0bDxZyO1v7yMxS3qDDsZj7NVzB2AQ4ZVNaexOl3ZnNdE6yJOPHurDusduY3iHEN7Yfo4hr+/mrg8O8One8zc8cBZFkTOFKhZvS2fw4t3c+7Exgz5rcGv2PTucp0a1b2Iyc73R6Q08/0MyQV6uPCuzNEkURdYk5tKrld8V6UBbEEWRCyW1tA2xHJck5VQy56tj/JRciAiMfWc/A/63izqN5dMCFycFkf7u12gtA8Ymv9yWMSx5aEAMZbUatqdZT0w9OaodeoN4TV3/9eKWCpYBWU5zoaGhODlJH23ImSswMFC2icPNiJyGBrlND3LHKRTSbztzY55//nkWLVrU5HdyTDvkOMMpFApZ5hkhISGSj9PFxUWWe2KrVq1kvQ/bt5funI6KipLlJNmlSxfJMR4eHrICSbnOdnLcK2NjY2W9f6KipDOPjz76KD/99JPk6ZGcz7ePj49Du9kGPOwwy9h0soDqBh0P2WA0cKG0lryKeoa1l1eCUV6rYWuqcUPmpLSliavpWFNm+XyxPLmt5hLi7cbUATFsOJnP+askvtqH/qZre6G0lsmf/Morm9Jkzds+1JuN82+jtEbDjOWJvLbljOzsNBjNU16/rzv7nx3O8+M6IgL/25p+3QPngsp6Np7MvyZhkVNWxwe/ZDDm7X2Me3c/S/ddoF2oF0vu78GnU/vw0oTOBEjIqF0Plh/KIq1AxSsTu0iWRJg4mVtJRnGN3VnlsloNVfVa2gRZ/t7qEe175b1sonO4D+4S2fbYQE+yzbyuPaL8yK+sp6Ra+kRSiiFxQbQK8GDVYetN/TGBnjxyWyxpBSrJptWW4JYLlh3cugwePJjs7GxZmUoHf15MtcuffPLJjV6KAxmsOpJDh1Bv4mUeUQMczy6nX+sAhsRJS8aJosiLP6RQpzEe6+45K12eZgmTnNeXh7LsnsNWHh3WFlcnJe/uPNfk977uziivqu/+Jb0YncygN9Lfgw3zB/FQ/1Ys3XeByZ9IN/5dTXSAB/OGtWXT44PZ94wxcDaI1wbOO05fIrO42m6r4tKaBv7942mGvr6bJ1efZHViLsv2X2DhdyeZ+vkRhr6xmzd/PoefhzP/mdSVoy+OZPmMftzTO+p3zSQ3JrusliU7zjGiYwjjukonT0x8dywPN2cFd3Q379T33q4MDl+wXPpp2shZ0wN3dVI2ccETgH/f1VUyYdEm2JNSMw2e3aJ8Cfd1I71IZfX2clAoBB7s34ojF8vJuGS9TGj6bbEk5VaydN/1V8Zw6Cw7+ENhql12SIQ5sMaDDz5IQkICjz32GB4eLdcR7qBlScuvIr+yjr+Nam+TbNe+c6XkldcRI6NZb31SPtvSfivzySiukazpBGMzn59H00vk6ULjxVujM1Cv0beY7bQ1grxcWTi6PV8eusiRC2VXNI8VCgF/D2dKLxtQKAR49e6uNjWsuTkrefXubgxsG8gL61KY8N5+Xr+vO2O7yrNUbkyrQGPgPG9YW3LK6ticUsiWlEK2phZy8vIRvUIwGru0DvKidaAHsUGeRPsbS3e0egM6vYjOYECjF8mvqCOzuIb0omrSi6qb2Iy/8EMKYDTu6B7lxz8mdGJct3AibWwsvV406PQsWJ1E39gA/n1XF9nvbVW9lh9P5jO+W7jZIL+wqp4lO86xcHR7i3rV50uMJ2ptg61/Nh7qH8MHv2QiAvf3jaZrpHQZoo+bM4VVavQGsclGrW2wF4VVajIu1TBEZsOtNSb3ieKDXRlsTS20WooSHeDBXT0j+PZoDo8Pj2uWi6MUjmDZwR+KwYMH87///Y/c3Fyio+07pnJw6+Pk5MScOXP45JNPWLhw4Y1ejgMLrDmWi1qjZ2KPCNm3EUWRxKxy+rWWZ25hskduzLbUIkkHMAG4WFrXxIRh5eWj4QadgY/2ZPL3MbbZTtvLQwNa8dXhLJ7/IYWtTw650pw2oE0geRX1PHd7R55fn8zT35/ixycGWzUeMccd3SPoHunH49+eYN7KE0wfGMML4zvZ3QTXKtCDxxLa8lhCW6rqtFworSGrrJaLJbVcLKsjq7SWE9kV1DTo6B7lS7KNsmMv39GZu3pGXNfgyF5EUeTlDWmcyq3ik4d7Szr1NWbt8Tz8PV2YPjDW7N+3pBg3fZayzmBs7nNzVhDha33jEObrhquTArXOwDMy7dODvFwxiMaypuBGDoNBXi74ujvLdgOUItDLlRGdQll+KJvHEuKsKoj8NaEt65Py+eLgRZ653XbJSrk4gmUHfzhMtcsffvjhjV6Kg5uYhx56iISEBObNm+fILt+ENOj0bDpVwMjOYfh6yK8nzauo55Kqgb6x8so23pvSi5O5lTz7/SlcnBS0D/Omm4wsmrebE3qDSJ1Gj6erE1V1Wjae+i3w/njPee7tHSVbiq45eLg4seie7jy07Ajv7Mzg+XHGoOCDB3tfGfPJw324+6ODPL4qiVVz+suSKGtMq0AP1s67jcXb0vn8wEUKqtQ82K8VCR2Cm2XW4evhTK9W/vRq1fT1EkWR0hoNRVVq6jQ6nJQKnJUCTgoFLk4CBgOo1FpKatRsTCpke1rRlabLTuE+N2WgDLDySA5rjuXy+PA4mzL0aq2ej/eeJy7Yix7R5puKf0ouoHO4D22snIqcL6mhdZCXLAnGQG8XCivUBMl8Lk0BcmlNQ5NgWRAE2oV4kdmCtfyTekWw6VQBe8+WMKqz5Ub+uBBvxnYJ46tD2Tw6rK3s2nBbcdQsO/jDMWTIEC5evOiQ9HJgFScnJ2bPnu2wSr9J2Z1eQmWdlnt7SzdaNuZ4dgUA8THSykFgrO0d1j4YvSgyuF0Qn0/vy1AZjYGmY/BqtVEhYO2JPDS63+qBdQaRt6+qI76eDIoL4oH4aD7bf8GsAUSncB8W39udo1nlvLbljF334eKk4P/u6My3c/pztkjFjOWJ3P/pr7KVNmxBEASCvV3pFuVL/zaB9Inxp3uUH50jfIgL8aZ9mDfxsQGM6xrBJ1P7sPPvw5jcJwp/D2ci/G7OpvqjF8v516Y0RnQM4W+jpRuzG/Pt0RxKqht4cpT5hui8ijqSciqZYCWrLIoi5bUahrWXZ//eNtibbhYCc3OYgmpzjXxxIV4t2vg6pF0wQV4u/JAkfZ2fPzyO6gYdX/96/Zx+HcGygz8k5pQxHDi4mocffph169bJ0pd28Puy7kQewd6uDJbRpNeYxKxyvF2d6BAmX1ZLpzdQVquxSWPZ+3IzX7XaqKnspBDwdXe+oiIwpF2QbDWOluLFCZ0I9HTh2XXJZtUr7uoZycxBrfnyYBbrjtvfCD2wbRA7Fybwn0ldySqrY/InvzJreSJnCpvfwGUvbYO9eGNyD5JeHnPFIONmorCqnr+uOk50gAdvP9DzmuZLa6i1ej7ec54BbQIs1iJvSTFKiN7Z3XLJUl5FPcl5VbJrt1X12itNq3JonFm+mrgQL8pqNS3mquesVHBnjwh2ni6mSkLXvGukLwkdgvn8wEWr8nfNwREsO/hDMnToUC5cuODILjuwipOTE7NmzWLp0qU3eikOGlFeq2F3ejF394q02UHtWFYFvWL8bQpGyms1iCJNjo6lMAXLqsvB8vTbYjn1zzG8ObkHAH8b3Z57eluXMjxbVM3XEhJYtuDr7sx/J3XlTKGKTy24l70wviMTuoXz/q5Mdp6WZ6JkDhcnBVMHxLD3mQSeHduBxKxyxr+3n6dWJ1m1I/4zotbqmff1cdRaA59N64Ovu22lAKuP5lBc3cCTIy1nozcnF9I9ypdWgZZLyo5lG08A+sg8dVGptfjIXGt+ZT2JF40qHNtSi1i673wTOUOT+kZLlmLc2zsKjd7ATynSuv/zh8dRXqth9dHro5Z1SwXLBoOB77//XnLctm3bqKyUdptZvXq15JgDBw7ICtjkzJWSksLp06dbZK6srCwOHz7cInOVlZWxY8cOyXFr1qyRNOxQq9Vs2LBBcq5NmzZJZgOfe+45Zs+eLTnXrl27KC6WFt6X81wkJiZy4YK0TM23334rOebs2bOcPHmyRdZVUFDA/v37W2Su6upqNm/eLDlu7dq16HTWd/E6nY61a9dKzrVlyxZUKumslZz179+/v4mpysMPP8zatWuvcRyUM9epU6dkuW86sI1NJ40OZffYWIJRVaflXHE1fW2QmQMovnxsbFuwbAwiVOqm73FLtr/m2JJSyMsbUyk2I7dlL2O6hDGhezjv7co068DnrFTw2t3d8PFw5rFVx9nRjIAZjPXSf02IY/+zI5g3rC3b0ooY8dYe/m9DqlmDipsJnd7AiZyK63ofoijyjw2pnMqrYsn9PYgLsc1IxFSr3L91AAPbms8q55TVcSqvympjHxg3kracuqjqdbJrfF9Yl8yz64wqJD+fvsRrW9L55shvJmFxwS0fLHeJ8KF9qBc/nMiXHNs3NoB+rQNYuu+C3RKF1hDkWMzeCOLj48Vjx+T73jv4czJu3DiWLVsmy2DCwZ+XL774ApVKxVNPPfW73acgCMdFUZS2yLyFkPu9PfGDA+gNIpsXDLFp/t3pxcxYnsg3c/pzW1v55Ru7zxYz48tE1j02UHbWLbO4mlFL9vHelF5N1DoadHo6/t82FoxoJ1mXml6kYuw7+/nPpK5MtcF0RYqS6gZGv72XNkGefD/vNrNZ9qp6LdM+P8LpQhUfPtibMV3ka/1a45JKzXu7MthztoSCynq6R/kytms4Y7uG0fp3aHaUQhRFTuRUsOlkAZtTCimt0bD/2eFEB1yfJt8Pd2fy9eEs7o9vxUIb65QBVhzK4p+b0vh2zgCLwfJHezJ5fdtZDjw33Kq6xu1v7yPU142vZvaTdd/t/7GVGYNieWGctMHUxpP5PLm6aXLnpycGX5GcMxhEuvxzO1P6teLlOzubm8IuPtl7nkVb09nzdIJkM+2hzFIOni/lrwlxeLrarl9h7Tv7lsosO/jz8dxzz7F48eIbvQwHNzlTp041m1128PuTcama5LwqyRIGcyRmleOkEOhppimpQafHYDCf/Cm7XGMZ7CW/Mey3Br+m9ZKuTkoifN1lZZY7hHrTJsiTbanSlvW2EOztyj/v7HxFws4cvu7OfD27P10ifPnrqhNsS5VnKS9FqI8br97djXWPDeSZsUbJscXb0hn+5h7GvrOPd3aeI71I1eSUUW8QyS6r5VRupcXXqDmIosjpAhWLtv5mc/1tYi59YwP4+KHeNp0o2HKfb+84xxvbzzK6UxhPjZR2Kr0atVbPR3sy6WclqyyKIvvPldKrlZ/VQNnWUxe1Vo9GZ5CdWb6zewRdIn5zjRzQJrCJNrNCIdA2xLPFnRsn9YxEEIx66VLcFhfEM7d3tCtQlsIhHefgD01CQgKLFy8mPz/fkV12YBFnZ2dmzpzJ0qVLefLJJ2/0cq47giAEAGuAWCALuF8UxYqrxgwH3m70q47AX0RR3CAIwnJgGGCSXXhEFEXpmiEZrDuRj1IhcFdP+drKJrJKaxnTJRQPl2svXR/vOc9He86T9q/br5FNq6zT4qwQ8HGXf8n7rcHv2lKj2CAPsmTU7QqCwNiuYXy67wLltZoWtVye1DOS/edKeevnc7QL8WasGZc4HzdnvprVj+lfHOXxb07wwYO97DIcMUeYrzt/TYjjrwlx5FfWsz21iG2pRby7K4N3dmYAEODpgpuTguLqBnSXg+QN8weZ3ezYQp1GR3pRNWcKVZwpVHG6QMWJnEqUCoEh7YL4+5j2jO4cKsu973SBCq3eYFGurTGiKF4x5Hh9+1k+3nOeyX2ieGViF1lSbVezJjGXS6oG3n6gp8UxJ3Iq+PVCGW9O7m51rhM5FYgi9JEpqWh6X8tt8FMoBF6a0IkHPzsCwKPD2lwzpk2QF8l55ktc95wtZtHWdFbN7m+T7F+YrxuD44L4ISmPp0a1a5aMYXNwBMsO/vCYssvvvffejV6Kg5uYqVOnMnz4cObOnYu7+83h9HUdeR7YJYriIkEQnr/883ONB4iiuBvoCVeC60zg50ZDnhFFUbrg3AZEUeTX86X8pW+0bG3Xxrc9dKHMonVwQWU9fu7OZvWF1Vo9WoNoU8bJ3Vlp7PA30/kfE+jJ1hR52eLx3cL5aM95dpwu4oG+rWTfvxSCIPDaPd04X1rL39acJDpgIF0irtWP9nFz5quZxoB5/jdJvD/FuKaWJNLPnZmDWzNzcGtKqhtYn5TPa1vOXKOMIACf7TtP22AvYgI9iQ3yINrfAw9XJ3R6Axq9Aa1eRKszoG30c1FVPRmXajhTpOJMYTVZZbWYEtferk7c3SuCe3pHMb5buOwNSU5ZHW/tOMumUwUMbBPIN3MGSN7mxfUpHMosY0i7IFYeyeGh/q34z11d7QqUi6vVvPXzWab0i2agBQUMgM8PXMTHzYlxEpucY9nlKC2cupijpFpNuK8bYT7yT1tuaxuEAIhAghklmBBvVwqr1E2MfEy4KBWXNzjVDG5n22f//vho3tuVQVJOBb1lllG1NI5g2cEfnoSEBBYtWkRBQQEREbZnqxz8OXB2dmbGjBl89tlnLFiw4EYv53pzF5Bw+f9XAHu4Kli+ivuAraIoXleZg1N5VZzKq2KaBYcyaxRWqams09I53Mfi38MtSGbVafQ4KwWbjDoEQUAURfIqri3d6RHly9GL5VxS1RPqY33j1SXChyh/d7amtmywDEa76s+m9mHiBweZs+IYGx8fbLbkwNvNma9m9eeRL47y6uYzFFermT4w9rpk6YK9XZk7tA1zhrTmnxvT+OqyGogA+Hs4cyqviq2pRZiqMcJ8XClSXbshaUx0gDu55fXEBHrQKcyHST0j6RTuTadw43Nry+MoqW7g/V8y+OZIDk5KwWjRPbSt5O0yi2tYfTQXEcg+ksP0gTG8MlG+lfXV/OvH06h1BuYMaWNxjtzyOralFjF3aFvJjV5iVgVdI3zMnrqYI6+insIqNSE2BMsAAZ7OlNVqza453M+dBp2BijrtNZuWTpc/t6cLqxjczja5yKHtg1n43Um2pV1yBMsOHDQHU3b53XffvdFLcXATM23aNBISEpg7dy5ubjensUELESqKYiGAKIqFgiCESIz/C7Dkqt+9KgjCy8Au4HlRFK1HNDLYklKIs1JgVCfLjlyWOF1gVEvpHGE+WM6vrKejBRWAeq3eLuvmKH8Ps8Fym2CjW1lynorRna0Hy4IgML5bOF8evEhVvVZSVsxcVs4aIT5ufDYtnsmfHmLeyuN8M6c/rk7XPlYvVyeWz+zHv35M45VNpzmWVcH/7ukmq1TBHgRB4F93dcHTzYmP95xHBF6a0Jl7+0Sh0RnIq6gju6yOijoNpTUNOCsVOCsVuCgVODsZNzYmN78QbzdigzzxakYtqkqt5bN9F/j8wEUadAYe6BvNkyPbESozWHxv1zkaV1tHB3jYHSjvOnOJzcmFPD2mvVU3vhWHslAIAtNvs94cqtbouVBcw8Se8ksRTe/rKH/bTtnGdAm3qLAS4Wt8Lgur6q8Jlv09XQjzceNM4bUKLlL4ujszOC6ILSmFvDCu4w0pxXAEyw5uCUy1y4WFhYSHt+wRo4Nbh8bZ5SeeeOJGL6dZCIKwEzBXk/CSjfOEA92A7Y1+/QJQBLgASzFmpf9t4fZzgbkArVpZzpyKosiWlEIGxQXh62F7gHamTe1GZQAAIABJREFUUIUgQIewa4NlURQprFQzooP5PUG9Ro+7XcGyu9kazK4RvigVAqdyKxltxYrXxNiuYSzdd4FdZy5ZbGzUG0SeW5dMmI8bT9/ewaZ1dovy5a3JPZn/zQleWp/KG/d1NxtQeLk6sfie7rQO8uStn8+RVqDigwd7mS3faAkEQeDZ2zvg6qTghxP5VzZJLk4K2gR7WQ0U7SW3vI7M4hqGdzS+F7JKa/nhRB5fH86mok7LhO7hPD2mg03KHacLq9h0qmnZzf+2pnNH9wjCfG3bdNc06PjHhlQ6hHoz10pGu6ZBx5rEXMZ3Cyfc13pAe/hiGeV1GhI6yDfJya2ow8NFaXMdvbuzkgateWk208lOYaXa7Huqc4TPlU2vrYzrGs7udcmkFaiaNBb+XjjUMBzcEgiC4FDGcCCLadOmsWbNGtTqltO+vRGIojhKFMWuZv5tBC5dDoJNwbA1ofH7gfWiKF6RfRBFsVA00gB8CVjUohJFcakoivGiKMYHB1u+WKfmq8irqGe8nQ1mpwtVxAaazy5W1mmp1+otlmHUa/W4u9geLEf6u1NRp6W2oWmTn7uLkg6h3pzMldbrB+gZ5Ue4r5tVRQqlQsBgEFm6/4JdigITuofz5Mh2rD2ex7L9Fy2OUygE/poQx7dzBlCn0XH3R4dYdSRbUiPfXgRB4KlR7dn37HC7Nkm2sPP0Jca9u58ZyxP5cHcGd390kIQ39/D+7kzu6B7Bj48P5sMHe9sUKCdeLGPi+weu/OysFOgS4cOD/VpdaQK1hTe2pVOkUrPo3m64OF0bgp3MrWTEm3t4+rtTVDfomDW4teSc29OKcHdW0q+1/BKFvIp6ov1tz467uyiotxQsN8osm6NTuDfnS2pQW7i9NUZ3DkWpEK44Gf7e3FLBsiiKpKSkSI47d+6crAvlqVOnJMdkZ2dTVVUlOS45OVlyTFFRkSzzDDlzVVRUkJsr7WQj5zHW1dWRmWlenqgxKSkpkl+4Op1OlvHKmTNn0GqtW1xC0+ciISGBM2fOUFjY9MN0/vx5amulZZ7kPBd5eXmUl5fbtC5LlJSUXLNWe9elUqnIyspqkbkaGho4e/as5Li0tDQMhmstdxtjy2eyoUH6lF/O85qVlUV1teWjPhcXF6ZPn86//vUvybkKCwspLS2VHHcTsgmYfvn/pwMbrYydAjRx0WkUaAvAJCC1uQvaklqIUiHIysSa43ShymK9csHli3Okn/ksn/2ZZaNUV37ltRf/nq38ZEuhKRQC0wbGcjCzlEsqy9eeZ8Z2QCkILNpmnxHOkyPbMb5bGIu3pbNVQq6uX+sAtiwYwoA2gby0PpUnV5+kpuH6WAVfb3R6A69tPsPsr45deQxvbD9HvUbPC+M6cuj5EfxnUle6RdmWkdycXMjDy46iM8D4rmHsXDiUM/8ey+YFQ/jPpK42S5Qdz67gq8PZTB8YS69W5lUrTuVWcqG0lm1pRbg6KSipbrB6XdUbRHacvkRChxCbSo1yy+tsLsEAY2ZZZxCvsVvPLa/j57RLKAT4ISmfl9ansO9cSZMxncJ90BlEu4xL/D1dGNgmkK2pRddtY2eNWypYBuOFUAonJydZuylnZ+ldsFKpRKGQfhpbci4nJ+kPqEKhQKmU/uDIeb4UCoWs+5TzvAqCIOu5cHZ2lvUaNV6XKbv8+uuv27wukP9cyHleW/L1bsl1yZlLEARZr7dSqZR8XkVRvCGfSam5pk+fzvbt2yU3zXLmuklZBIwWBCEDGH35ZwRBiBcEYZlpkCAIsUA0sPeq268SBCEFSAGCgP82ZzGiKLI1pZDb2gbib4d8WrVaS3ZZncV65YJK4+to6bja3syyKZjIq7g209sz2o/qBh0XZLrYje8WRp1Wz6pGrmdXE+7rzrxhbdmcXEhilvSm/GoUCoE3J/dgYo8IHv8miY0nrWvTBnq5svyRvjw9pj0/JRcw8f0DnCm075j890QURfIr61mflMfkTw7R6eVtLN3f1Fl12sAYtj01lEeHtZUsY7gatVbPyxtTmf/NCTqGe7P3mQQ+ergPcSHeNtuzm9DoDLzwQzLhEmU2jTcsDToDs786xkorlukncioordEwpov8TaipcdUeoxZTQH51dvjN7Wf5v42pGERIyqlk1ZEctl51ktL5SpOfnaUY3cK4WFrL2Uu21z03l1uqZlkQBDp0kK71atPmWn1Ac3TuLO1CExUlT1i/UydphxxrR5iNkbMuX19ffH2ld9Fy1uXm5kZsbGyLzKVUKmnXTlq8PS4uTnIMXPtcDB8+nEWLFjWpXY6JkeecJWf9ctU25MwVECDvyEzOXF5eXnh5Sdf/yZnLxcWFtm2lu8M7duwoOUahULToZ1LO+qOjoyXHuLi4MG/ePJYtW8bjjz9ucVxIiFRf3M2JKIplwEgzvz8GzG70cxZwTVeQKIojWnI9RrmvOh4dJv2+Mkd6kfHiaFkJw5j5jbBUhtGMmmWA/RmljOjYNBjpdVmi62RuJXEh0p+9mEBPhncI4ZsjOTw+PM7sETzA3KFtWJ2Yw79/PM3G+YNsliXzcHHiX3d1Ia+ynqfWnKROo2dKP8u15AqFwOMj2hEfG8CCb5N4as1JxnQKYe6wti3W/PfCD8lkXKoh0t+dCD93Iv3cifS//F8/9yYZWq3eQL1Wj1qrR60x/n+1WktRlZq0QhWp+VWk5ldRUffbyaNCMP4ziFyRNiuqsq/MKqu0lvnfnCCtQMWcIa155vaOFl8rW/h073nOXarh8+nxVhsVry75ifJ3p78VabntqUW4KBWM6Cj/u6qqXktNg86uzLIpWK7X6pu8P6YOjGHjqYImYyfHN42PYgI9cXdW2r0hG9M5jH9sSGVrShEdzfQuXE9uqWDZgQNTdvmNN95gyZKrm/sdOPiNRx55hOHDhzN79uxbXRnjhrM1tRCFAGPsLMFIL7SuhFFeq8HHzYlAC1nreq0ePzvqZf0uBwNrj+Xxzzu7NPlb22AvvFydOJlbwX195CVNpt8Wy/QvjrIlpZBJvcwrF7i7KHlubEeeWnOSH5LyZc/dGG83Z1bM6Mdjq47zwg8p1DbomD3E+oZ0QJtANi8Ywke7M3l/93lWHslh/vA4Hh4QY5eSSGOCvd24WFrLiZwKNicXXjEoMdE31p/0wmrqtfpr/mbC1UnAIEL7UG/GdA6ja5QvXSN86BDqjYerE2qtnqMXy9l3roQ950qItCMQ3HQynxfXp6JUCCybFs8oO9+vV3M8u4Jfzhbzl77RjJRQgjnZqKF02sAYnh/X0aIcnCiKbD9dxG1xgTZtbHLLTUoYtmeWTZtOtaZpGUZ8bAATe0Sw6XLA3CXC58qG0oRSIdAhzJuzRfYFy8HervSLDWBraqGk1XxL4wiWHdxyjBgxgsWLF1NUVERYmHkDAwcOTLXLn3/+OfPnz7/Ry7mlySiuYUi7IJucuxqTXqQiNtCDEAu2xfkV9Xi4KC1mYUVRxJ5immM5RtPD6gYdRy6UNcnwKRQC3aN8OZUr3bNiYkhcEG2CPFl+KMtisAwwsUcEyw9l8fq2dMZ1DbPLvtfdRcnSqfH8bc1J/rv5DNVqnaQDWrC3K/+c2IW7e0fyxvaz/HfzGb48mMVTo9pxT+8olHaYbwAsbBTY6A0iJdUN5FfWkV+pJv+yhFm3SD/cnBW4Oytxd1Hi5mz8Z/xZQYSvO62DPc3K4oEx4zm0fTBD2wfzDxvXl16k4rUt6dRrdLQL9eKDB3sTaeGUwlaKqtTMW3kcd2clzz9i/TROpzdwKLMMgOUz+pJgQd3FxJnCanLL6/lrgryTWBM55cbSoegAex6jiJNCwGCmbviF8R35KbkAgwiP3GZex7t7lC/b0+y3Xh/XNYzViblcKKm5LmoqlnAEyw5uOQRB4Nlnn+X11193ZJcdWOWRRx5hxIgRzJ49G1dX+wI5B9bJKTMaK/zfBOkSGktkl9Xj6265j6GqXoufh+VaaEEQsKclaGPSb8fKf//+FDv+NqxJ7XPPaD++PJhFbYNOVkBrbPSL4ZUfT3Mqt9KixbJCIfDynZ2556NDfLL3PH8fY5uUnAkXJwXvTemFh4uSd3dlGGXLJnSSrMPvHuXH17P6czCzlMXb0nlmbTJL913gmds7MLpzaLPq+JUKgTBfN8J83egjr0LuulGsUrNkxzm+O5aLt5szT45sx7SBMXbXJV+NWqvn0ZXHqW3QsXJWf6vvUYBvE41N+Q/1j5YMlMGogiEI2KxbnllcQ5CXCzGBtmeWDSLoLlt+X024rzv+Hi6U1WoY3cn8+sN83bikaqCmQWeXbvbITiG88uNpfkkv/l2D5Vuuwc+BA4CRI0eSmppKUZH9O1gHtz4uLi5MnTqVzz///EYv5ZZlzzmjws8IO4xITGSV1RITaFnuq6pei48Vsw8nhWDxeN8SDTo9P6X8FiznVdTz+vamKhWD4oLQGwwcy66QPe+9faLwdFGy4lCW1XG9W/lzV88Ivjmaw4VS29UDTCgVAovv7c4jt8Xy+YGLPLcuGZ3euoqNiUFxQWycP4iPHuqN3iAy9+vj3PvxIU7kyH+8NyN1Gh3v7DxHwpt7WHcijxmDWrP3mQRmDm7dYoGyKIq8tD6VU7mVLLm/Jx0sGOaYUKm1vL3jHP1bB/DfSd1k3cf2tCLiY/zNujZaIyVfha+7M16utpcmmT5HTkrzG6a7L5+YWPq0xV7+HOeU2WcWGh3gSdtgT/ZepbRxvXEEyw5uSQRB4JlnnuGNN9640UtxcJMzY8YMVq1aJUu6zoHt7DlbQkygh03ato1p0OkpqKwn1srtpZzxlAoBvY3B8sHMUmobmnb8b0hqqi7RJ8YfpULBL2fMO5qZw9vNmfv6RPFTciGlNdbfcy+O64SXqxN//+7UNVJdtqBQCPzzzs48MSKOrLI6Jn/6q+xgxeRA+PPfhvK/e7qRX1lvlw70zYDeIPJdYi4Jb+zhnZ0ZDO8Qws6Fw/i/OzpLZn1t5cuDWaw7kceCke0Y21W6HPDD3ZlU1Gn4vzs6y8rcnyuqxtvNibt72V7TnlZQZbexx5Vg2YKSk8nWulptXku51WUFjuwyeSoy5kjoEMKRi+XUa2zXa7YXR7Ds4JZl1KhRJCcnc+mS/AuZgz8fpuzyF198caOXcsuh1uo5dL6UhPbyncWuJq+iHoMIsVaOjFUygmWd3rZguU2QF3f3iuSBvkZ1lQf7RbN5wZAmY9yclQyKC2RXerFN2q/TbotFozfwjRUZOYBQXzeeHtOBpJxK3t2ZYdP6r0YQBP4+pgNTB8SQWVzD+Pf2sz4pT/btnZQKpvRrxZ6nh3Nnd3mqQDcLBZX1vL8rgzvfP8BL61OI9Hdn3WMD+fCh3lZPLOzlYGYpr245w+jOoTw1Ulr9Kbe8ji8PZHFPryjZQeyqI9mcyq3idhsk4wBKaxoorFLTzc5gWX950+ZkoX7ddMJTVW/eJ8FU+pFlZ2YZIKFDMBqdgV8v/H4a+I5g2cEti6l22ZFddiDFjBkzWLlypSO73MIcuViOWmsgwQZZq6vJuqxjLFWGIZlZttHIIDbIk7cf6Mmie7rh7+GM3mBemm5Ex1DyKuptMlpoG+zFtIEx/HAij2q1dfOlO3tEcH98FB/uyeTX82U2PQZL8219cgidwr3525pTPLU6CZXEGhrjbqWR8maiQafnp+QCpn1xlEGLf+GtHefwdXfm80f68sNjt9EnRr7bnS3kltcx/5sTtAnyZMn9PWQ9V4u2paNQwDMybc5rG3SsO5HPhO7hNjfNpuYbG1LttTg3ZZaVFsowfC67Glp6T3m7ORPk5XKlydAe+sYG4O6sZO/Z368U45YKlg0GA99//73kuG3btlFZKW1T+u2330qOOXDgAHl50rvz1atXS45JSUmR5W4nZ11ZWVkcPny4RdZVXl7Ojh07JMetWbNGMruiVqvZsGGD5FybNm2irk565ym1/lGjRrF7927S0tKaPRdAYmIiFy5ckBwnZ66zZ8+SlJTUInMVFBSwb9++FpmrurqazZs3S45bu3YtOp11xy+9Xs/atWsl59q6dSsqlbSckJz179u3j4KCAslxjedydXXl4Ycf5ssvv2wy5tSpU6Sn2+em5gD2nC3G1UnBQCs6sVKYMlCWyji0egO1Gj0+VqSznBQKm8swTAiCQNdIX9IKzateDO9ozJrvSpd2X23MfX2iyCqr49O90t8nr0zsQutAT/625iQVtRqb7sccUf4efDtnAAtHt+fH5ELGv7uf4zbUXd/MpBVU8cqmNPq/tovHv0ki81I1TwyPY98zw/l27gCGtg++bkZDqnoN81cdx2AQ+WxavCw5t+PZ5WxOLuTRoW0J85UnYbnxZAE1DToeHmBZP9sSV4LlSPt0ik3BsrOFMgxTZlllJrOs0RnYefoS7s5K9meU8o8NKXx50LI1uyXcnJUMbBvInt+xblm4EbaBcoiPjxePHTt2o5fh4Bbg559/ZseOHY4MswOrNDQ0MGLECH755ZcWUcYQBOG4KIrxLbC0PwxXf2+PeHMP0QEerJjZz+457/noAMl5VWS8Ot5skFNW00Cf/+7klTs788ig1mbnmP7FUSrrtWycP8iuNfxv6xm+OHCRtH+NNWtQMf7d/Xi5OfHdowNtmvfxb06w88wl9j0znBAf64FSan4Vd390kIQOISyd2qfFAr7j2RU8tSaJgko1T45sx/zhcXZLxP3e6PQG0ouqScqpICmnktSCKjIu1eCsVDCmSyj3x0czKC7od3k8VXVapn15lAatnpcmdGJIO+nSI63ewFOrT3Iiu5xdTydY1FNujCiKjHt3P4IgsGXBYJvfB/O+Pk56kYo9zwy36XYmPvglgzd/Pse5/44z+1nIr6xn0KJfWHxvNx7o2zSYX3k4m39sSG3yu7gQL3YuHGbzOr76NYuXN6ax++kEu/shrsbad/YtlVl24MAco0ePJikpieJi2zI/Dv5cuLq68tBDD12TXXZgH9lltVworWV4B/vrlXV6AydyqtAZsCobB+BrxXTESSGgN9jfINc1whetXuScBZvdER1DOJ5dQVWd/HIGMB676w0ib8uoR+4a6ctzYzuy4/QlVkrUOttCnxh/tiwYwsQeESzZcY7pXxxtccvr9Ul5fHHgIpuTCzmWVU5ued01dsnWEEURtVZPXnkdP6cVsXhbOg98+ivdXvmZO94/wP9tTGNfRimxgZ68dX8Pjr40kg8e7M3Q9sG/S6BcXqvhwWWHOVOg4ukxHWQFygDv78pgc0oh/5nUVVagDEZ76/SiaqYOiLFrw5SSb39zHzRu8DN/375XMsvXnjqO7RqG91VycXdb0Ru3RkJ7Y2nX3rO/z3XdobPs4JbHpIzx5ptv8vrrr9/o5Ti4iZk1axYjRoxg5syZuLi0bHf8n409l+sJ5ejFWuLjPeev/P8llZpQM9nX6gYdAZ4ueFuRwVLY0eDXGFNwcbpAZTbQGNEphA92Z7I3o4SJPeQ3v8UEevJQ/xi+PpzNrMGtJW2zZw5qzb6MUv7702n6xQZIypHJxdvNmbcf6Mmw9sGsT8pj3Lv7mdAtnKdGtaNdaPPvY/XRXI5cLL/m934ezoR6uxHi40qojxueLkoq67VUXf6nqtdSVa9DVa9FozfQLdKHlHwVTgqBLhE+PNA3ml6t/Ojdyp8of/frVl5hjZLqBh5edoSsslqWTusj+/1+LKucD3Zncm/vKEZ1lm+etfJwDl6uTtzV0/Ymy4paDfmV9UwdaL/AtVZvMNqLWwiWPV2U+Hk4o9ZeGywHebny4oROvPBDCmC0KLfHoRKg1WWFnT3nSiyeKLUkjmDZwZ+CMWPG8MYbb1BcXExIiP0Xbwe3No2zy48++uiNXs4fmjNFKsZ0CbUq+WaN1Pwq3mmUcd2aUmj2oliv0VNeq8HD1bIls4+bE/Ua6/X11ogJ8CA6wJ2LFvSOe0T5EeDpwi9nLtkULAM8PiKO74/l8sb2dD6dar1qR6EQeGtyD8a9u89Y7zmjn13GDpaY1CuShA7BLNt/kS8PXmRLaiETe0SwYGQ72jbDAGL13AFU1mm5VK3mkqqBSyo1xarf/v9SdQOZxaUEebmiUhubNX3cnInwdcfH3Rkfdyd83Y0/R/m70zXSt9kW3C1BUZWaB5cdprBSzReP9GVQXJCs26nUWp5ac5Iofw9emdhZ9v2V1TSwObmQKf2i7XJ1TMmvItzX1W4lDIA6jR5/CQOgBq0Bldr85+2B+Gi+OHCRjOIaukX6mt0Ay+WunhHszyhFozOYLQlpSRzBsoM/BYIg8PTTTzuyyw4kmTVrFiNHjmTGjBmO7LKd6A0im5MLmdAt3K7bq7V6FqxOuqJgIQA/JZsPlvUSuq8AXq5OVJo5FpaLQiHQOsiLHWeKeW7ctU6ESoXA3b0iOFtUQ4NOb9GS2RxBXq48OqwtS3ac49uj2UzpZz3rF+ztygcP9uKJb5KY9/VxPn8k3qb7k8LPw4Wnb+/AzMGtWbrvAisOZfHjqQIm9YpkwYh2dm1+BEHA39MFf08XOspPot7U5FfW8+BnhymtbmDFzH70ay1fXeOVjWkUVqn57tGBspoATXx3LA+N3sDDA+zLDP96oYySag09LThHyqGqTiu5UTHqmpv/m0IhMGdIG55dl9zsEpmOYT68szODlPzK66ZuYsJRs+zgT8Ptt9/OiRMnKCn5fZ1/HPyxcHV1ZcqUKSxfvvxGL+UPy5lCFdVqHf3b2HcBK1Y1NDG+EDE2oplTgrgiZWXlwuvr4YJKrbVbEQNgcFwgmcU1FFbVm/370PYhHMgsZedp22soZw8xbgJe+CGV/AppFaABbYJ4blwnDmSWsnDNKauPy5ba4MYEeLrw/LiO7H9uOLMGt2ZzciEjl+zl2bWn/rCmJC1FTlkd93/yK+W1Gr6e3d+mQHnTqQJ+SMrn8eFx9Inxl307jc5A4sUyhncItrs0Zn9GCb1j/O3KSpuoqNPg72k9wFcIYLAiHjG6s1EbOt6Gx2+OvrHG25sr8WlpmhUsC4IwWRCENEEQDIIgWDw/EgRhrCAIZwVByBQE4fnm3KcDB/YiCAJ///vfefPNN2/0Uhzc5MyaNYsVK1ag0TRfpuvPiOni1b+1fZJxrQI9OPLiKF6+w3hEPalnBHOGtsHL7dqLvKlxz1qw7OfujCial7OSy+A4Y9PWgQzzRgiD44KI8HVjzbFcm+f2cHGiQ5ixzGHkkr1sOiUtfXhfnyheGt+JzSmFvLwx1axsp0Zn4OFlR3h5YyoanX0NjkFerrw0oTP7nx3OtIExbDhZwMoj2XbNdSuQmFXO/21MoVaj45vZA+jdSn7Al19Zz0vrU+jVyo8nRsTZdL9rEnP45WwJ02+LtXHFRspqGkjNVzFEZqmIJcrrtFbLMEDaMdPPwxl3ZyXN2LsCEOjlSrsQL45cuMmDZSAVuAewKPAqCIIS+BAYB3QGpgiCIL9Ix4GDFmTs2LEcO3bMkV12YBU3NzemTJnCihUrbvRS/pAcuVBGdIC7WRMPuQR4ulzJYC0Y2Y4Xx3fCWXntJct03GupOx+4Mk9lM4LljmHeBHm5cCDTfLCsVAjc1yeK/RklFFSazz5bY8BlLWq11sCCb5NY8G2SpGHJnKFteHRYG1YdyTGrqKEQoGe0H1/9ms1Dyw5TXK22eV0mQnzc+OedXdj3zHAeG9bW7nn+qBgMIh/vOc9flh4mu6yO9Y8NoluU/NpfvUFk4ZqTGAwi7zzQEycz72VL1Gv0vPdLJv1iAxhmpxum6X07pBlumgCVdRp5wbKVzLIgCAR7u0ravcuhf5sAjmdXoGuGHbwcmhUsi6J4RhTFsxLD+gGZoiheEEVRA6wG7mrO/Vrj4kVpgev8/Hy0WukvTTlzXbp0SZZ5hpy5KioqqKoyL3zfmKysLMkxtbW1lJZKW0HKmUuj0cgyeZAzl8FgICdHWvYoJycHvV76+FDOfRYWFl5xZjPVLr/11lt2zVVaWkp1tXn5qMbIeb1VKhXl5dI7Yjlz1dfXy7L1lvMYdTqdLKOd7OxsWRa/cu4zLy9P0uAE5H8m6+ulgxWpuWbPns3nn38u63Pk4DcMBpGjWeV2Z5UbU1Jt/NwGe1vWvZaXWTZe3Cvr7D8pUCgEBsUFcTCzFIOFlNjk+GhEEdYel28jbcLd2YnGj2DTqQI2JOVL3u75sR25Pz6K93ZlsPwqgwcnpYJ/3NGZ96b0IjVfxR3vHWi2+UiYrxt+EsHSrUZ5rYZZKxJZvC2dsV3C+PGJwbQOtq12e9n+Cxy9WM4rE7vYbLG94tcsSqobePr2DnYrfuzPKMXX3blZzX1gVNTwtyLTCKAQBIufERPB3q6UtECw3K91IDUNOk63sNzh1fweNcuRQONzqbzLv7sGQRDmCoJwTBCEY/Zk/gwGA2Vl0nagFRUVsoJlObq8KpUKtVp6ty5nrtraWmpqpC1T5QRF9fX1sgLvoqIiyTEajYaKCukvWDmPUa/Xy3qNysvLZQXLcp6LysrKJjbGY8eOJTEx8ZogSM5zUV1d3WKvd11dnazXW85carW6xV5vrVYr6zUqKSnBIKFdq9frZQWbLfmZrKqqkmVbLTWXm5sb48ePd9Qu28i54moq67T0t6GO0xLFqgbcnZVWFR+kdF/hNw3mSht1kK9mcFwQpTUa0ovMb5ijAzwYFBfI98dzJYOFq3FzVtD4FhO6hXFfn2jJ2wmCwGt3d2NUpxBe+fE0D3x66Jr7ntgjgh/+ehtuzkr+svRXVh6Wt9F1YJR4m/Defg5mlvGfSV354MFeNjXlAaw7nsf/tqYzd2gbm6XSVGotH+85T0KHYJtqoxsjiiIHMkoZ3EyDFp3eqHIhtVmSKsMACPZyvbIZbg6m75mj17luWTJYFgRhpyAIqWb+yc0Om3tlzD6LoiguFUUxXhTF+OBg248KFAoF8fHShlldu3bFw8NDclz//v0lx7Rr145EBC9FAAAdqUlEQVSAAOk3sJy5oqKiiIyUFuiWM1dQUBBt20oflQ0YMEByjJeXF126dJEc16+ftEuXs7MzvXr1khzXs2dPWUoEcp6LTp064ePzm7WnqXb56uyynOeidevWyHlvyllXWFgYrVpJ25XKmcvf35/27dtLjpPzGN3d3enRo4fkuPj4eJRKia5opVLWZ7Jbt264u0sf2ct5Ltq3b4+fn3S3t5y5nn32WdavX++oXbYBU/3ggGZYXJsoqWkg2NvVajbt6EXjxs5ayYLp2Liyvnmvo8ls4kCm5WTO/fHR5JbXc/iC9IazMdH+HigEeLBfNB3CvPj1Qjm1MuXunJQK3p9i/F49crGC+Fd38u7ODPIaNQt2Cvfhx8cHMyguiH9sSOXZtcl2N//9EWnQ2fZYDQaRT/ae54Glh3FxUvDDX2+zywhkz9linluXzKC4QP4+xvbM8LJ9F6iq1/L0mA423a4xmcU1FKnUDGnXvHplkwGQVGZZTrAc5O3SIsFyqI8bsYEe173JTzJYFkVxlCiKXc382yjzPvKAxtvjKED6TN+Bg+vIuHHjOHLkiOOI3YFV3NzceOCBB/jqq69u9FL+MBy5WEaErxtR/vbXK5soVjUQYqUEAyA133j8erHUcjmcn3vLZJbDfN2IC/Fiv4UmP4Dbu4Th4+Zkc6Pf3b0iOf3vsbx2T3fen9KbGrWOF39IkZ0Bdndx4p0HjJvc8loNb+88x5DFu5m38viVwMXXw5kvpvdlwYg4vj+ex5Slh8ksli4rs4RKoqb6RqPW6tmWWsj8VSfo/e8dXFLJq9m+VKVm9leJLNqazu1dQvnxicF2ud4l51Xy11UnaB/qzScP97FZC7i0poFlBy4yoXt4s1z39l1+vw5uZrBccfnz4+/ZvJplgGAvNyrqtGhboNa4X+sAErPKbT7NsYXfowwjEWgnCEJrQRBcgL8Am36H+3XgwCKm7PKSJUtu9FIc3OTMmTOH5cuXyyoTcQCJWRUMaBPYIm5qOoOBUF/LpgX1Gj1nL1tQb06xnIPxcXdGIRhlr5rL4Lggjl4st5iVdXNWMqlXJFtTi2yyv1YohCv6te1Dvfn7mPb8fPoS62XULZsY1TmsyTG7CGSX1tL45F2hEFg4pgOfTYvHz8OZce/uZ/G2dOpsNG0pq2mg1793cNeHB3l7xzlO5FQ0S5qvpWjQ6dl5+hJPrU6iz392MG/lCQ5fKOPu3pFXSnYsodbq+XB3JiPe2oNGb+Dfd3Xhwwd742Nj2QUY7d5nLk8kwNOF5TP62ly6AfDR7vOotXoWjpY+NbTG/owS2gR7EuUvfaJujbLaBgSQbPDzdnOS3BgEeTsT4OlCWUs0+bUOpLJOy7lmbPykaK503N2CIOQBA4HNgiBsv/z7CEEQtgCIoqgDHge2A2eA70RRTGvesh04aD7jx4/n8OHDjuyyA6u4u7tz//33O7LLMtDoDNRrdAxs2/wSDDBmi33MyMWZ+OrXLGobjEHr7vQSzpeY7wFQKgTCfNy4VNX8C/PITiH0iPLj1/OWvzfujzceploL4KWYPaQN8TH+/HNTmkVt56vxcnWiX2zTssDoAA8azMjGje4cyuv39WBij0g+3nOekW/tZXNyoU21zAtGtEMpwPu/ZHDPR4fo898dPPFtEuuO57XIEfvVqLV6PtqTydTPj1DbYAzuRVGkoLKe7WlFPPP9Kfr+dyezvzrGnnMl3NkjgpWz+nPkxZH8d1I3Ii2os4iiyMaT+Yx8ay9vbD/LoLgg/j2xK9MGxtq16SutaWD6F0fRGURWzOxHiB0udfmV9aw8nM19faKa5Z5Y06CjrkHPJDvssa/mkqoBQYAwicdTVa+VtJf3c3elvFZDVTPMgkz0jvEjxNuVE9mVzZ7LEs1y8BNFcT2w3szvC4DxjX7eAmxpzn05cNDSCILAwoULWbJkCa+99tqNXo6Dm5g5c+YwevRopk2bhrOz7RmiPwt1Wj26Bj2dwn2kB8uZT6PD08X8ZapareXD3ZlXfhaBj/dk8ubknmbHh/m6kdMCZhr9WgeQXqTix1OFDO8YanZM10hfBrQO4KM955kcH21W8k4KpULgzck9GPfufp5dm8yKGf1QyGjOGtExhF8vlDGsfTD9Wvvz5s/n+MvSw3w2Lf4aVZFgb1feur8HU/pF8/LGNOZ/c4LBcUG8MrEzcSHWjS8CvVx5clQ7nhzVjopaDQcyS9lztoS950r48bJOdJcIH0Z1CiXSz51If6OUYLivm81W1XqDyLoTebyxLZ2SGuPpwEvrU7ikauBMkYrKOi2tAjyoqNUwuksod/aIYHBckKzn/Xh2Of/56QwncyvpEuHDm5N7NGuzV9ugY9byRIpUalbNHmB3oPv+rgy6RvqwYGQ7u9cC8HNaEUezynlmrP01zyZyy+swiBAVYL3Eql6jx93F+mtssqeXW5dvjdhATzR6A8l5lTzYX7oPyB4cdtcO/tRMmDCBJUuWUFZWRmBgy2TDHNx6uLu7M3nyZL7++mtmzpx5o5dz01Kv0ePlpKBDmH0OY40xGETqNHo8LChhHMwsRaVueqHddKrQYrDcKsCDxKzmyaYBuDopGd8tnB9PFVgNCqbfFsusFcdYn5R/JdNsK7FBnvxrYhe+OHCRJTvO8fTt0gHP1IExhPq6Ma5rGM5KBW2DvXlqTRKTPjzIlzP60t6M+1t8bACbHh/EqiM5vPnzWca+s59Zg1vzxMh2VpVITPh7unBnjwju7BGBwSBypkh1JXA+nl3Ou7uaNjsGebkQ4edOhK8xgI7wc6NOo6dBp0etNaDWGv9bXK3mdIGKyvpr3Re3pBTSKcKXcV3D6BzuQ+cIX7pF+squC84tr2PRtnQ2JxcS6uPKm5N7cE+vSFkbEks0aPXMX3WClPwqPp0ab5NDX2N+TitidWIuC0e3b3bpxIaTBUT6udPHBvMUS2SX1RLk5YqHhQ2siXqNHneJDZHH5b/Xa5rfZCoIAt0ifUnOk1aEshdHsOzgT40gCPztb39jyZIlvPrqqzd6OQ5uYubOncvo0aOZOnWqI7tsgXqNnn4RPnZlUq+m7nJNsJer+YvuqE6hrJjZj5M5Fby9M4PHh8cx1IrhQqsADzadKkCrNzR7fRN7RrA6MZedZy5xZw/zx9sjOobQJcKHj3Znck+vSJtMKBozOT6KEzkVfLA7k5hADyZLBN5uzkomNlrT2K5hfOc3kFkrjnHvR4d4b0ovhncMueZ2TkoF02+LZUL3cBZvTefTfRdILahiUFwQf+nbigCJpi4TCoVAlwhfukT4Mn94HBqdgUsqNfmV9RRc/pdfafw5s6SGfRkldI/y5fCFcpQKATcnBW7OSlydFIgi1DRor1gnC/wmpfXFI/1sblgTRZHDF8pZnZjDxdJaMi7V8NSodswd2kYyAJRCpdYy7+vjNGgNvDqp6xVLZ1upqtPyjw2pdAr34bGE5pm/lFQ3cCCjhMcS2jZrE2Aiu6yOmEDrwbsoitRp9XhIZJZNltumcprm0j3Kl0/3XkCt1dt8ciEHR7Ds4E/PHXfc4cguO5DE3d2d++67j5UrVzJjxowbvZybknqtnh5R0rJ9cjBdRC0FMU5KBcPaB+Pj5sTbOzPoE+tvVYc2OsADgwgFlfU2m0JcTf/WgYT6uLLxZIHFYFkQBJ4YEce8lSf4KbmQSb2kZUEtzfOfSV3JrajjxfUpRPl72Fwm0D3Kj43zBzFv5XFe23KGvedKeOb2DlcClsYEebnyxuQe/KVfK776NYvXt53lnZ0Z3NUjgum3xdqsyuDipCA6wIPoAPNBliiK1Gv1OCsVFjcxeoPIjtNFfLznPKcuZw+1EhrvjSmpbmDdiTzWJOZysbQWbzcnZg9uzdKp8YRZaSCVS0FlPTO+TOR8SQ2L7u1us5ZyY/67+TRltRq+eKRvszd1P54qwCDCpJ72vfeuJre8TlISskFnQBSRDFhNwXRdC2SWAbpF+qEziJwuVNlkQS6X30MNw4GDmxpT7fLbb799o5fi4Cbn0Ucf5fPPP3coY1jAIIp0t8EC2BqmYFmqDMBUBqGWuOiagrWWqFtWKgQm9ohg77liq66AYzqH0SHUmw92ZzZL1spZqeCjh/oQE+jJvJXHLTYyWiPCz501cwcwKC6IFb9mMebtfew9Z1kvuk+MP+/+pRfbnxrKfX2i+Cm5kDveP8DkTw6x6WQB9S1QawrG718PFyergaFSITC2azgb5g/i+3kDeXSYsfnRGnqDyJ6zxcz7+jgD/7eLRVvTCfZy5a3JPTj64iieHNW+RQLltIIq7v7oIAWV9ayY2a9ZgfLecyV8fzyPecPaNEsqzsTGk/l0DvehnZnSG1tp0OkpVKktbnpMmMoqpDLLpk1wSwXLPaKNz1fKdSrFcATLDhxgzC4fPHhQlv20gz8v7u7u3HvvvaxatepGL8UqgiBMFgQhTRAEgyAIFl1hBEEYKwjCWUEQMgVBeL7R71sLgnBEEIQMQRDWXJb9lEX3Fsssy7vommoj6yUMNlq1YLAMcFfPSLR6ka2pll0xFQqB+SPiyCyuYVuatHumNXzdnfnykb44KQRmLk+kvNZ2GTx3FydemdiFtfMG4uasYPoXR1n43UkqrMzVIcyb1+7uxuEXRvLS+E4UqdQsWJ1E55e3M+C1XUx4bz+jl+yl36s7Gb1kL7oW0M21hCAI9I0N4IVxncxKsZXWNLAttZBXNqUx4q09PPJlIkezypkxKJadC4fx3byB3NsnSrL5TC57z5Vw/ye/ohAEvn9sIIPi7NcxrlZreWFdMnEhXjwxonlNfQAXSmo4lVfF3XaeaFxNbnk9oohkGYbpcyhZs+xqyiy3zKYrzMeNIC9XTuVdH0UMR7DswAG/1S47sssOpHj00UdZtmwZOl3LfMlfJ1KBe4B9lgYIgqAEPgTGAZ2BKYIgdL7858XA26IotgMqgFly7lQhCLQJal6JgwlTl7xkZllmsBzq44aLUtFiwXKXCB/aBHuy8aR1HeQJ3cJpE+zJ+79kNttiOjrAg6XT4imsUjP3q2N2O/D1iQlg84IhPDEijk0nCxj9trRsnK+HM3OGtmHP08N59vYOOCsFilRq0gpUZBTXUFzdQJFKTYFMmbvmIooiueV1rDuex/Prkhnx1v+3d7ZBVlRnHv89M8MMzoAwDKK8v4gvS6GCsCSYXRPc1GjchZkxqMQigUTLHTCrVTFVarEfKDapjX5AIKaC7CZrNhRgfAFJxSzFq9YmaCSIGsICAxbIy4owDLIzMsDMsx/6XKoz3Je+93bf2zM+v6pb0/f06dP/frrnf0+fPn3ONib/YBONK3ey+g+H+duxA3nugYlsf+oOFvz9OMYOyn34tWS8+M5hvvPCO4yoqWLt/C9x4zX5jQDz9H/9D8c/PcczM28Opc/tul3HECFlN6Fs+cj932SqLCdaijOOhuGOMXFTnC8iws3D+kXWsmx9lg3DMX36dBYvXkxzc3OgKcyNzyeVlZXcc889rFy5krlz5xZbTlJUdQ+QaYzYKUCTqh50edcAdSKyB7gDeMDl+wWwEPhppv1e0as0lBeJwNdnOUNlucL96J67kL5Fs7REGFZ9xaUf/XwREepuGcqSzfs4fuYzBvdLPpxWaYnwyFfG8vhL77Fpz4mcX/xKMGlkNYvvu4XvrnqXJ155nyX3T8hpLODevUp5vPYGvjZ+ME+88j6PrNpJ7bir+Zf68VydZhzd0hJh/rSxfHPqSKb/+L85dKrt0kt3Z89d5PZntjGqppLbxg7ktmtrmDqmhpo+6Wdh7EpHp9LSdp7mVu9zuu08za0XaG5tp7n1gjfxyJ6P+fhTbyznK3uXMXnUAO6dNJwpo6sZP7QfFWXhv+QFXiX92Y37WLaliduvv4qfPDAxpwlH/Gw/cIqVbx3mob8ZHUp/28S40VPH1ITS1QS8kTCAjN0wzgVsWS4rLaGirCS0lmWAm4b2Y+veE7S2X0zaHz8frLJsGI5E6/KSJUtYtGhRseUYMaaxsZHa2lpmz55NWVm3tdGhgH9O5iPAF4AaoMVNKJVID/QsN1OXiWxQ9V4265tmUhLwfpQH9imnLEAl/dpBfUKdZa5uwhCWv3GA3Uc/TVlZTuRbunk/vz9wMu/KMsA/3DyEQ6faWLppP/94+1nGDcm9VXPckCtZO/82fuaGp3tszbuseXhqxu369u7Fyoe+wIznfkdz63l6lQq/fHAKu4+dZfuBk6zfdYxVbx8GYPnsSdw1/pqMZa579ygLf72bM59dIFUjd1V5KdNuHMSU0TVMGVXNX48ewPWD+oZ2k5aJXR+18OOtTdw/eTg/aBgfysgvr+48wsiaSh6vzX8sZIDjZ87R2n4x55dKk3HuYicD+1RwVYYbn45O5aq+FYFuIIZWX5H1FODpuGV4PwZUlnPk9GehDF/pR/J9LBQVkydP1h07dhRbhvE5Q1WZNm0ar776qrUuG2lZvHgxNTU1zJkzJ+l6EfmjqqbsL5wvIrIJSFYDWaCqr7k824Dvq+plZioi9wJ3qupD7vs38VqbFwHbVXWsSx8OvK6qN6XQ8TDwMMCIESMmHTp0KN9D61YEmYABoKXtPP0zTBOcDarKwZOtec3u1pUPT7ZyoaMz6VjMqdj1UQv3Ld9Ow61DefrrN19Kv9jRyQdHz/D7A6eYOWlY2tbqBH88dJp17x6luqqcmqpyqqvKGVBZTnVVL2qqKuhf2SuSYcGyZefh00wc3j+UKd3BG1P8xNn20FqBwYt/pxJqZVRVQzvmKOjsVEQyPlFLSTrPtsqyYXRh3bp17Ny501qXjbS0tbVRW1vLtm3bkrYuR11ZDkKGyvJUYKGq3um+P+VW/Qj4BLhGVS92zZcO8+3PJyfOnqP/FeWhVswMo9Ck82y7sg2jC3V1dbz55pucPp3/bF9Gz6WyspKGhgZWrVpVbCm58g5wnRv5ohyYBaxXrwVlKzDT5ZsDvFYkjUY3YFDf3lZRNno0dnUbRhdEhMcee4wlS5YUW4oRcxobG1mxYkXsRsYQkQYROQJMBX4jIhtc+hAReR3A9Un+LrAB2AP8SlV3uyKeAL4nIk14fZh/VuhjMAzDiAtWWTaMJNTV1fHGG2/Q0hLNmI1Gz6Cqqor6+npWr15dbCl/gaquVdVhqlqhqlcnulCo6jFVvduX73VVvV5Vr1XVH/rSD6rqFFUdq6r3qmp7MY7DMAwjDlhl2TCSUFJSYq3LRiDmzZsXy9ZlwzAMIxyssmwYKairq2Pr1q3WumykpaqqihkzZrBmzZpiSzEMwzAiwCrLhpGCROvy0qVLiy3FiDnz58/n+eeft9ZlwzCMHohVlg0jDfX19WzZssVal420VFVVMX36dGtdNgzD6IFYZdkw0lBSUsKjjz7KsmXLii3FiDmJ1uWOjo5iSzEMwzBCxCrLhpGBhoYGNm/ebK3LRlr69OljrcuGYRg9kNjO4CcinwC5zJs6EDgZspxciYuWuOgA05KMuOiA+GiJiw7IXctIVb0qbDFxRkTOAnuLrcNHnK4jiJ8eiJ8m05OeuOmB+GkK3bNjW1nOFRHZUewpZhPERUtcdIBpibMOiI+WuOiAeGmJO3GLlenJTNw0mZ70xE0PxE9TFHqsG4ZhGIZhGIZhpMAqy4ZhGIZhGIaRgp5YWV5RbAE+4qIlLjrAtCQjLjogPlriogPipSXuxC1WpiczcdNketITNz0QP02h6+lxfZYNwzAMwzAMIyx6YsuyYRiGYRiGYYRCt6wsi8i9IrJbRDpFJOUbjyJyl4jsFZEmEXnSlz5aRN4Wkf0i8qKIlOehZYCIbHRlbRSR6iR5ponILt/nnIjUu3UviMiHvnUTotLh8nX49rXel17omEwQke3uPL4vIvf71uUVk1Tn3be+wh1jkzvmUb51T7n0vSJyZ3ZHnpOW74nIn10MNovISN+6pOcqIh1zReQT3/4e8q2b487lfhGZk4+OgFqe9enYJyItvnVhxuTnInJCRP6UYr2IyDKn830RudW3LtSYdCfi5L+uvFh4cDZ6XL7IvTionij92FdObHw5C00F8ecs9BTMpwPqKYhX+8osnmerarf7AH8F3ABsAyanyFMKHADGAOXAe8A4t+5XwCy3vByYl4eWZ4An3fKTwNMZ8g8AmoFK9/0FYGYIMQmkA/i/FOkFjQlwPXCdWx4CHAf65xuTdOfdl2c+sNwtzwJedMvjXP4KYLQrpzSPOATRMs13LcxLaEl3riLSMRd4LsX1etD9rXbL1VFq6ZL/n4Cfhx0TV9btwK3An1Ksvxv4LSDAF4G3o4hJd/sQI/91ZcTCg7PVk+paLkZ8iMiPg1wPvjwF8eUsNUXuz1nqmUsBfDqoni75I/NqX5lF8+xu2bKsqntUNdPA91OAJlU9qKrngTVAnYgIcAfwssv3C6A+Dzl1roygZc0EfquqbXnsMwwdlyhGTFR1n6rud8vHgBNAGBM4JD3vafS9DPydi0EdsEZV21X1Q6DJlReZFlXd6rsW3gKG5bG/nHWk4U5go6o2q+ppYCNwVwG1fANYncf+UqKqb+JVmlJRB/ynerwF9BeRwYQfk25FzPwX4uPBueq5RLHiE6EfJ4iTLwfWVCB/DqwnDVF4Umy8OkExPbtbVpYDMhT4yPf9iEurAVpU9WKX9Fy5WlWPA7i/gzLkn8XlF9QP3SODZ0WkImIdvUVkh4i8lXgMSZFjIiJT8O5cD/iSc41JqvOeNI875jN4MQiybTZkW96DeHfFCZKdqyh1fN3F/GURGZ7ltmFrwT3yHA1s8SWHFZMgpNIadkx6IoXyX4iPB2erpxBenI0eIHQ/ThAnX85Gk5+o/DlbPYXw6azKjIFXJ4jMs8vylhYRIrIJuCbJqgWq+lqQIpKkaZr0nLQE0OEvZzBwE7DBl/wU8L945rQCeAJYFKGOEap6TETGAFtE5APg0yT5ChmTXwJzVLXTJQeOSbIik6R1PZbQro0QtHgZRWYDk4Ev+5IvO1eqeiDZ9iHo+DWwWlXbRaQRr4XnjoDbhq0lwSzgZVXt8KWFFZMgFOo6iR1x8t9MegJo8ZeTlweHrCcULw5RTxR+fKnoJGnF8uVM+7s8Y7T+nI2eQvl0UD0Jiu3VCSK7hmJbWVbVr+ZZxBFguO/7MOAY3nzh/UWkzN29JtJz0iIiH4vIYFU97ozmRJqi7gPWquoFX9nH3WK7iPwH8P0odbhHbKjqQRHZBkwEXqEIMRGRK4HfAP/sHpkkyg4ckySkOu/J8hwRkTKgH96jnSDbZkOg8kTkq3g/al9W1fZEeopzlYvZZNShqqd8X/8NeNq37Ve6bLstBw2BtfiYBTzSRWdYMQlCKq1hxyR2xMl/M+kppAeHqScsLw5LT0R+nCBOvpyNpkL4c2A9BfTpQHp8FNurE0Tm2T25G8Y7wHXivVlcjncy16uqAlvx+q0BzAGCtJSkYr0rI0hZl/XpceaV6KtWDyR9yzMMHSJSnXiEJiIDgS8Bfy5GTNw5WYvXv+ilLuvyiUnS855G30xgi4vBemCWeG9ljwauA/6Qxb6z1iIiE4HngRmqesKXnvRcRahjsO/rDGCPW94A1Do91UAtf9kqF7oWp+cGvBcxtvvSwoxJENYD3xKPLwJnXMUh7Jj0RArlvxAfDw6sp4BeHFRPVH6cIE6+HFhTgfw5Gz2F8ulAepymOHh1gug8W0N+W7EQH6AB706hHfgY2ODShwCv+/LdDezDu5tZ4Esfg/fP1gS8BFTkoaUG2Azsd38HuPTJwL/78o0CjgIlXbbfAnyAZ0ArgT5R6QBuc/t6z/19sFgxAWYDF4Bdvs+EMGKS7LzjPTac4ZZ7u2Nscsc8xrftArfdXuBrIVyrmbRsctdwIgbrM52riHT8K7Db7W8rcKNv2++4WDUB3446Ju77QuBHXbYLOyar8d76v4DnJw8CjUCjWy/AT5zOD/CN/BB2TLrThxj5rysvFh6cjZ5013Ix4kOEfpzueqBIvpyFpoL4cxZ6CubTQfS47wuJ2Kt95RbNs20GP8MwDMMwDMNIQU/uhmEYhmEYhmEYeWGVZcMwDMMwDMNIgVWWDcMwDMMwDCMFVlk2DMMwDMMwjBRYZdkwDMMwDMMwUmCVZcMwDMMwDMNIgVWWDcMwDMMwDCMFVlk2DMMwDMMwjBT8P3g6OnqTGBQVAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12,6))\n",
    "plt.subplot(1,2,1)\n",
    "plt.quiver(rx,ry,Ex,Ey)\n",
    "plt.axis('equal')\n",
    "plt.subplot(1,2,2)\n",
    "plt.streamplot(rx,ry,Ex,Ey)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Endelig linjestykke\n",
    "Vi skal nå se på en linjeladning langs $z$-aksen fra $z=-a/2$ til $z=a/2$ hvor $a = 1 \\text{cm}$. Hele linjestykket har ladningen $Q = 1 \\text{mC}$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Oppgave (b) (25 poeng)\n",
    "\n",
    "Skriv et program som finner det elektriske feltet og visualiser feltet i et passende område slik at feltets form klart kommer frem."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# (Svar)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sammenlikning med teori nær linjestykket"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Oppgave (c) (2.5 poeng)\n",
    "Forklar kort hvorfor du forventer at det elektriske feltet du fant for den uendelig lange linjen er en god modell for det elektriske feltet fra linjestykket når du er nær linjestykket."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "(*Svar*)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Oppgave (d) (15 poeng)\n",
    "Vi ønsker å sammenlikne resutatet vi fant for den uendelig lange linjen med resultatet for linjestykket som du finner med programmet ditt. Lag et plot av $E_r(r,z)$ for $r = a/10$ og sammenlikn med resultatet for den uendelig lange linjen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# (Svar)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sammenlikning med teori langt vekk fra linjestykket"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Oppgave (e) (5 poeng)\n",
    "Hva forventer du at det elektriske feltet $E_r(r,z)$ vil være for $z=0$ når $r\\gg a$? Du skal komme fram til et enkelt uttrykk for $E_r(r,z)$ og gi en kort forklaring for hvorfor dette uttrykket er en god tilnærming i den oppgitte grensen."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "(*Svar*)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Oppgave (f) (15 poeng)\n",
    "Sammenlikn resultatet fra programmet ditt med det forenklede uttrykket for $E_r(r,z)$ for $z=0$ ved for eksempel å plotte $E_r(r,z)$ fra $r_0=a/2+0.01a$ til $r_1 = r_0 + 10a$. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Svar"
   ]
  }
 ],
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