{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ac3dcd69-e9c9-4fe0-80e3-83d55ac46673",
   "metadata": {},
   "source": [
    "# Moist Processes\n",
    "\n",
    "Supplement to Chapter 7 of [_A First Course in Atmospheric Thermodynamics_ by Grant W. Petty, Sundog Publishing, 2008](https://sundogpublishingstore.myshopify.com/products/a-first-course-in-atmospheric-thermodynamics-g-w-petty)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "464c4747-800b-4d3c-88f6-a389ec8a2a3e",
   "metadata": {},
   "source": [
    "## Plots of saturation vapor pressure\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bd4ea9b4-c4dc-48e6-8f8c-383bbe97a243",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from metpy.units import units\n",
    "\n",
    "# constants for liquid water referenced to zero C\n",
    "A = 2.53E11 * units.Pa \n",
    "B = 5420 * units.K\n",
    "\n",
    "def es(T, A=A, B=B):\n",
    "    return A * np.exp(-B/T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "690e4b81-75cf-451e-b15d-9a77573d8839",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "T = np.linspace(-40,40) * units.degC\n",
    "plt.plot(T, es(T), label='water')  # the unit conversion is handled automatically\n",
    "plt.legend()\n",
    "plt.title('Saturation Vapor Pressure for liquid water (approximate)')\n",
    "plt.grid()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9a1cbd6-004b-440a-94bd-595f6dc09cb2",
   "metadata": {},
   "source": [
    "## Plotting vapor lines on a Skew-T diagram\n",
    "\n",
    "We are going to add lines of constant _saturation mixing ratio_ $w_s$ to a Skew-T thermodynamic diagram.\n",
    "\n",
    "Lines of constant $w_s$ are often called _vapor lines_ or _mixing lines_."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0256ca7-2beb-4692-abd0-4912d1af5b04",
   "metadata": {},
   "source": [
    "Import necessary packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "579b43c1-2877-4cfd-a898-d1b756fabff1",
   "metadata": {},
   "outputs": [],
   "source": [
    "from datetime import datetime\n",
    "from siphon.simplewebservice.wyoming import WyomingUpperAir\n",
    "from metpy.plots import SkewT\n",
    "from metpy import calc as mpcalc\n",
    "from metpy.plots import SkewT"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c53b3f82-1fd9-4169-88df-3eb4850e95b4",
   "metadata": {},
   "source": [
    "Grab some data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e8c62d95-9862-4918-9b6b-4188ea93372d",
   "metadata": {},
   "outputs": [],
   "source": [
    "date = datetime(year=2023, month=11, day=13, hour=12) # year, month, day, hour\n",
    "station = 'BUF'  # station code for Buffalo, NY\n",
    "df = WyomingUpperAir.request_data(date, station)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74db2a49-310f-4f88-92d2-052967117982",
   "metadata": {},
   "source": [
    "Make a plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b62f03d2-f7d8-4f1b-b6f0-960e9ea3eb32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(9, 9))\n",
    "skew = SkewT(fig=fig, subplot=(2,1,2), rotation=45)\n",
    "skew.plot(df['pressure'], df['temperature'], \n",
    "        'darkblue', linewidth=2)\n",
    "skew.ax.set_title(f'{station} {date}', fontsize=18);\n",
    "skew.plot_dry_adiabats()  \n",
    "skew.ax.set_xlabel('Temperature (deg C)')\n",
    "skew.ax.set_ylabel('pressure (hPa)');\n",
    "# Here's where we add the new feature\n",
    "w = np.array([0.028, 0.020, 0.014, 0.010, 0.006, 0.004, 0.002, 0.001, 0.0005, 0.0002])[:, None] * units('g/g')\n",
    "p = units.hPa * np.linspace(1000, 400, 7)\n",
    "top_p = p[-1]\n",
    "skew.plot_mixing_lines(mixing_ratio=w, pressure=p)  \n",
    "dewpt = mpcalc.dewpoint(mpcalc.vapor_pressure(pressure=top_p, mixing_ratio=w))\n",
    "for i in range(len(w)):\n",
    "    label_value = w[i].to('g/kg').magnitude[0]\n",
    "    if label_value >= 1:\n",
    "        label_value = int(label_value)\n",
    "    skew.ax.text(dewpt[i][0], top_p, label_value,\n",
    "                 horizontalalignment='center', fontsize=9)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58e3abd4-2a99-47cb-9ed8-554af1b73993",
   "metadata": {},
   "source": [
    "## Plotting dewpoint temperatures on a Skew-T diagram\n",
    "\n",
    "The sounding data includes the _dewpoint temperature_ $T_d$. We can plot that alongside the air temperature $T$.\n",
    "\n",
    "Here we just add a new line to the existing figure and replot:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a2767b80-7c48-4452-a9b3-d934f399ce02",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 1 Axes>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "skew.plot(df['pressure'], df['dewpoint'], \n",
    "        'blue', linewidth=2)\n",
    "fig"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "22de9918-1a40-49fc-a3bd-71476fd3c4a6",
   "metadata": {},
   "source": [
    "## Adding moist adiabats to the Skew-T\n",
    "\n",
    "Let's now add the final important set of reference lines to our plot: the _moist adiabats_. These lines represent the temperature changes experienced by a _saturated_ rising air parcel. \n",
    "\n",
    "As the parcel cools through adiabatic expansion, its saturation vapor pressure decreases. The resulting condensation of water vapor releases latent heat into the air parcel, which causes some warming which partially offsets the adiabatic cooling. As a result, temperature decreases _less rapidly with height_ compared to an unsaturated parcel.\n",
    "\n",
    "Compare the slopes of the moist adiabats (light blue) and dry adiabats (light red) in this Skew-T:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "49e6fb7c-b64c-4750-871b-148d58fd7992",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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pp54yHP/11193aF/FUisgIMCsvZTiUWfOUkuWxWc0atQog1fd+vXr7T53TU2NzW1uv/12w3sz9Rl0BY5aajWEOyy1XDmHrc+xpKRETk5ONvgd6nQ6l8fniKWWLMvyu+++a3g/jzzyiMvnN4Wp5ZQ5T9OCggI5OjraLkutf//7341ez8zMVM1S68orr2z0enV1tcF6zpalljPvrynhITY3wxaxnTlzRv7LX/5i2GbIkCFmieu9994zbDN9+nR5z549hu2qqqrk5cuXy7169ZIB2dfX16IDuLuI7dlnnzUc+80333R4f1MT5OTkZMP4q6qq5A8++MDgtG/uB1VWViaPGTNGBtERYMOGDQ6d++9//7t86623ysuWLZMLCgoMzyvmvTNmzDC8t1tuucXh96agurpaPn/+vOFv0aJFhuPu3r273mvm/CgrKyvrbWN6TZg+f/78eadJw5VzTJs2TX7mmWfkrVu3yhUVFYbnS0tL5V9++cVw0wTkTz75xKnxlZSU1BvDTTfdJAPysGHD6j1/6dKlRvvOnTvXcP7HHnvM4XOb+rBa+v0oEzBJkuSXX37Z0A3i2LFjBjNue0yQfXx85A8++MBggrxz5856k4LCwkKz+yvjmz17ttnXTU2QH3jgAfnixYuyLMtyTk6OPHPmTLtNkJ19f00FD7G5GZba1rRv375euwhATklJkXNzcy0e64UXXpAlSTJs7+fnJ4eHh9dr7RIcHCwvWrTI4jHcQWxZWVmG42o0GqvtcKy1xGnYtiY4ONjg6q+sQs21rfnqq6/qfSa2zt9wRWz6HSnk2K5du3rnBuQbb7yx3g3bUZiu0Gz9rV27ttH+pqsnW3/OrABdPYdpyxuNRiO3adNGDgsLq3fN+vj4mF2N2AtrrX9M/8wZhpuOw9Y18uijjzba3x5ia9jWxcvLq97v3NG2NVqttl5rHVtta2wRmyw3blvTpk0bw/8dbVvj6PtrKngKtJsQDQu0tVotUVFR9OnTh+uuu47bb78dHx8fi/v/7W9/4/rrr+ejjz5iw4YNnD59mqKiIkJCQujWrRsTJ07kgQceMBQYNxX0en29x7aaIVoyeu7fvz+HDh3i3//+N0uWLCE7O5vAwEB69erF7NmzufPOO9FoGqeFTc9fWVlpU2DTUAl45513Eh4ezrp16zh8+DD5+fkUFBQQFBREhw4dGDp0KLfddlvz5gxaAd544w2WLVvGhg0byMjIID8/n8rKStq2bUvXrl0ZO3Ysd955Z7P5RMomxcu2rtGioiKnziFJEp9//jlXXXUVH3/8MXv27KGkpISOHTsyceJEnn32WZKSkizu7+vry2+//cZ///tfvvrqKw4ePEhlZSVdunTh6quv5k9/+pPLv++XXnqJUaNG8d5777FlyxYKCgqIjY1l9OjRPPnkk4acvjveX1NBkk2/bQ888MADDzxo5fCoIj3wwAMPPLis4CE2DzzwwAMPLit4iM0DDzzwwIPLCi2e2DZs2MA111xDTEwMkiQ1MuiVZZmXXnqJmJgY/P39GTNmTKM+QFVVVTzyyCO0a9eOwMBApk6d6nQHXw888MADD1o2WjyxlZWV0adPH4OZbkP85z//4c0332Tu3Lns2LGDqKgoJkyYUK9lwuOPP87ChQuZN28emzZtorS0lKuvvtqpTsoeeOCBBx60bLQqVaQkSSxcuNDQz0mWZWJiYnj88cf505/+BIjVWfv27fn3v//NfffdR1FREREREXz99dfceOONgGiYFx8fz7Jly5g0aVJzvR0PPPDAAw/cgFZdx5aZmcnZs2freQf6+voyevRo0tLSuO+++9i1axc1NTX1tomJiaFXr16kpaVZJLaqqiqqqqoM/1c6XoeHh3t6InnggQceqAxZlikpKSEmJsZsvaojaNXEpjQrbFiw2L59e7Kysgzb+Pj4EBYW1mgba80OX331VZd6M3nggQceeOA4srOziYuLc+kYrZrYFDRcQcmybHNVZWub5557jieffNLw/6KiIjp06EBmZibB2dloFi9Gjo8nb+xYDh06RN++fQ3tZRxGeTnS4cNQXs6llFGcOQNWOrPYechyQ86xa9euZt/r119L5OVJjB0rM2iQlYj0uXMQGQkqrFT1ej379++noqKC/v374+PjQ0kJLFsmMWCATKdOqpzGKeTk5HDs2DFSU1Np27at1W03bZLYvFmiTRuYM0fP9Ole7NghZpmzZ+t44w291f0dQWlpKTt37iQ2NpakpKQmjRjU1sJXX2m4cAF69JCZOtV4neh0Ovbu3UttbS39+vVDq9W6eSx6/vnPbbz33l7Dc4mJIXz22UT69Knfoun06dOcOHGCAQMGEBoa6tZxNYQsw7x5EqdPS8THy9x8s2y4pktKSti5cycdO3akU6dOTToua6itrWXPnj0ApKam4u3d9NRQUlJCYmKiKl0fWjWxRUVFAWJVFh0dbXg+Pz/fsIqLioqiurqagoKCequ2/Px8hg0bZvHYvr6++Pr6Nnq+bdu2hISGwurVFGVlcfrECcaOHUtkZKTzb6S2FrZsoaAmiG92XYOXrzcDB4Kfn3OHKyst5dDSpfQvKaHDVVchmXkfACNHwuLFkJEBkydbIZTwcOcG0gB6vZ6dO3fi5eXFxIkTDfZh4eHw4IOqnMJpZGVlkZOTwxVXXGHXBGXKFDh5EkpK4B//gB07xPOdOsHcuWClD6pDKCkp4ciRIyQnJ9O9e/dmCYPfeit89hlkZcH589C9uyC17du34+fnx9ChQ91OamfOlHLTTUvYsCEHED+MGTO68MUXkwkNrX99Z2RkkJeXx4QJExpFapoKt94KH34IFy+K39egQWJyfOTIEXr37k3Xrl2bZVzmUFtby7Zt2wgODmbw4MHNQmqA4RpS4xpv8apIa0hMTCQqKoqVK1canquurmb9+vUG0urfvz9arbbeNmfOnOHgwYNWic0a9KFhHCoJZfsxHYPbt3eN1ECshtq2JUxbSqSUj04Hx487d6iysjI2b95M0pEjdMjPR7JyoJ49QasVNysbTXUFdDooKHBqXAqplZeXM2zYMKuemE2NrKwsDh48yODBg+1edfv4wNixYjH7ySfiOUmCr75Sl9Q2b95Mx44dm43UAGJjYfhw8XjJEigtFaRWU1PTJKS2Zs1p+vb9Xx2pgbe3hjffHMOCBVPNktqRI0cYNmxYs5EaQFgYjB8vHq9aBVlZRaSlpdG5c+cWSWpAs5Ka2mjxxFZaWsrevXvZu3cvIAQje/fu5fTp00iSxOOPP84rr7zCwoULOXjwIHPmzCEgIIBbbrkFgNDQUO666y6eeuopVq9ezZ49e5g1axYpKSmMV648B7Fhw1ne3tmX/eWjCK9rg+4SJElMg4Ee3qKr8JEjjh9GIbWY2FiiJ04UN8L9+y1u7+cHPXqIx3VRCMs4dQrefBPmz3d4XPaSWlkZrFkDq1c7fAqn4QypKejRQ6x4laqRZ54BtXySWwqpKRgzBtq1g+JiPXPnnmwSUtPrZf7xjy1MmPAT+fmi8WZcXDDr19/IE08MaPSZtBRSUzBwIHTsCMXFlbz33ik6dfKQWlOhxRPbzp07SU1NNXSDfvLJJ0lNTeWvf/0rAM8++yyPP/44Dz74IAMGDCA3N5cVK1bUi9O+9dZbTJ8+nRtuuIHhw4cTEBDA4sWL8fLycng8ubm5XLq0m7ZJnSnRhVF0MFudN1rHMD2q9oJez8mTUFNj/+4GUouJoWfPnki9e4sX0tPBgps+QGqq4FUbhvgQESE2ys2FM2fsHpcjK7Xz52HDBtiyRZCcu+EKqQH8/e/GlW5yMvztb+qMq6WRGoC3N1xzjY68vFyOHfMjPNy9pHbhQjlXXbWAF17YjF4v8nqTJiWwZ89tDBsW22j7lkZqIH5XY8cWc+bMaUJCooiP95BaU6FV1bE1J4qLiwkNDeWHH35gzJgxLP45jOwf0pjW9Qip/7pRxB5cgSzDG28gl5Tyru4hCrwjuPFG44rKGhqRmnIj/OwzyMkRCbQhQyyetrgY7Mqvz58PBw/CgAFw9dU2N3c0/CjL8OmnkJcnVghjxtgxJifhKqlt2SJWZ3q9COdu3w59+7o+rpZIamDMqaWlBVFamsw113jRr597zrVlSx433LCYnBxhsqDRSLz88jD+/OchaDSNP4+WSGogcmppaWkEBnZj+PBOODGPdgtaKqkp91ilFZcraPErtpaG/v37ExkZSaduWggJIb2grcgOu4q6cKQkQQ+fdMC+cKRFUgNQVm1WwpGSZCepASh9mvbvB5MaP3NwJqcmScZczvbtjq1YHYGrpFZWBrffLkgN4KWXjKTmyphbOqnV1NTwwAPdefhh95CaLMu89dZORo2aZyC1yMgAVq68nuefH9oqSa1z586MGuUhNXtw8uRJ1Y7lITYHEREhZMWdOwPx8WTEjkTu1l2dg3fvDl5e9IgRTQ4zM8UqxhKskhoIdYhGI5ZAFy7YPH1xMZSXW9kgIUFIGKurxcrNAlwRivToIRa/5eVQl1ZVFa6SGsCzzwpFJIiF8LPPQlERzJsH335r/TuzhNZAakOHDiUgQKuWSLYeioqquO66X3nyyXXU1ooZw6hRcezZcztXXNHB7D6tgdRMc2o6HaxdC/v2Nc+4WjKpHT9+nMzMTNWO5yE2JxEbC76x7SgPjeZMcaA6B01MhGefJe6uSdx8Mzz6qGUJvk1SAwgMhKQkaNNGsJYVrFkDb70lVkoWIUnGVdvOnWY3cVX9qNHA0KHi8ZYtxlWRGlCD1FasgA8+EI/9/eF//xP5JxBkd+qU44rW1kJqDXNqp08LFajN/KwN7Nlzjv79v+bnn08YnvvTnwaxevUNxMSYl5i2NlIDMVFbvx5++02UiTQlWjqppaenM2jQINWO6SE2J+HlJRYwoE4k0nBQX18kCbp1E7kbc7CL1BTMmAGPPSYKrKwgIkKsNPbutbHi6NtX3MnPnBFqDxOoJenv21eQxqVLcPSoU4doBDVIraAA7rzT+P/XXoMuXcTj0FBjGnPlSvsJubWSml4Pv/wiogorVjh3DlmW+eSTfQwd+h3p6YUAhIX5sXjxDP71r1F4e5u/PbVGUgMh1IqNFROBJUucW9k7g9ZAasOGDVO1kN5DbC5g5Ei4c2YhQ/Wb4cABdQ9eVGS48k1/AA6RGgiGsONm2b27kP8XFoqblUUEBMA114iK6gij24OadWo+PmLV1r8/1NXguwQ1SA3gkUeMKsgJE+CBB+q/PmKE+HguXIDdu20fr7WSGoiV9dSp4vHu3UJ86wjKyqqZPfs37rtvJVVVol5i4MAodu++jauv7mxxv9ZKaiA+s2nTxPz12DH1bxnm8EckNfAQm0uIi4MONel4rVlpMTTnMGQZPv8c3nqLtKUFfPCBCPmAE6RmCp1OVBNbgFYLKSnisc3cVp8+oqi8Du4ovh41SvCnDWcrm1CL1ObPF/kzEKuzzz8XNypT+PkZlZxr11rX17RmUlPQsaNw1AD49VebeiIDjhy5yKBB3/L114cNzz38cCobN95EQoLlG1xrJjUFkZEwerR4/NtvVitxXMYfldTAQ2yuQwnxZWfb/8u2BkkSqywgf28e+flCHekSqV24AK+/Dl9+aawmNgNF2Xf4sP15E31t7WXlKGIOZ8/C/fcb/z93rpjUmEP//kJfU1YGmzeb3+ZyIDUF48cLsU9RkQjB2sJ33x1h4MBvOHz4IgBBQVrmzbua994bh6+v5Rvv5UBqCoYPh+hoqKiApUvdE5L8I5MaeIjNZZypDGPpmX5sPhUrlANqQHEhqRWxin37qti0yUlSA7Hs8fYWv6QTJyxuFhMjZpS1tVZFjwJFReh/+omsv/6V8rIyt5FaXp5YLTVI59mEWqQmy3DPPcLzD+Daa4UPoCV4eRmtlA4fbpxru5xIDUTYWAlJ7txpOYxdWVnLAw+s5NZbl1JWJmoiUlLasWvXbdx4o3VV8eVEaiCukWnTxIr/5EmnXeos4o9OauAhNpdx6RLsKOnOvnNRjicaLKFbN5AkOulOQEURBw/moNV2cI7UQPyClDijjZq2OoMXm/F/vbc3eatXI+XlMaxjR7et1DZsECS7ZYv9+6hFagBffCES/QDt2wtjW1tfQffuMH063Hdf/XDl5UZqChIThX0UmJ8QZWQUMnz493z0kVHnfscdvdi69Va6drUea77cSE1BVJQgtwcecD3cbgoPqQl4iM1FJCaCFB5GflkgJYdOq3PQgADo2BFZV4nPuU0EBwej13dz7UaoFGsfO2Y1zti7t8ht3Xyz5UPp9Xp2HjpEYVwc8fHx+FghS1eh+FTv22efRFpNUsvMFIJSBZ9+Wk8vYxGSJMK6pvxwuZKagvHjYebMxoY0ixadoF+/r9m9W+R3/fy8+fzzSXz++WQCAqyf63IlNQV9+nhIzV3wEJuLCAiA6O5tQJLISJdViytUJCSQnZ3NoKBsIiIiOHJEci0W3769iDPqdCJGZgGBgSJPZKlljqlQpOvNNwu/zUOHRJjTDejQAeLjxbCt1tihLqnp9XDHHcbk/p13CsJ35jh79pRe1qQG4OsrJkXKW6up0fH00+uYMeMXiopE7rlLlzC2bbuVO+5IsXm8y53UGiIry1j07ww8pFYfHmJTAZ2719lrFUfY5fBhC2VlZWwpKCA4OJgRbc7jra/h4kXH80z1IEl2WWw1hCmZNlI/duokCLOmxqFjOgpl1bZjhzA9MQc1SQ3gnXdEMS0I9d9bbzl+DL0e5s6t5I03ziJJSZctqTXEyZMlpKb+yBtvGJXC11/flZ07Z9G7t+0l7x+N1I4dEyHvRYtsOP9YgIfUGsNDbCqgc2egRw8y+s5ATuri0rEU9WNkly5EzJyJ380z6dVbQ9++jeXlDkPJs506ZTOut28ffPyx+NGBBUl/QycSN1WcdusmlIaVlebrw9QmtcOH4bnnjP//8ktwxpO1rKyE4uKDhIaGkp7eGVm+/EltxYpTpKb+j0OHRMGfVqvhvfeu4IcfriEkxHzDW1P80UgNxP0jIkJEB5Yvd2xfD6mZh4fYVEBcHGiD/Sgt97JWKmYTjST948dDz57MuN6b6dNFPyyXEBoqkiAPPgg22q+fOyfMRfbssVGn1ru3sVtptkotfBrA1GZr69b6SkO1Sa2mBm67zVi58cQTznUZUHJqV14ZRFxcO/LzJXcuau2Gu0hNp9Pz0kubmTx5PqWlIiwdGhrM/Pk38/DD/exaqf4RSQ2EYHnaNDFP3L/ffks2D6lZhofYVIC3t7DXatu2ro+YEysXl+rUHMGAAfWKqy1BUUceP65nw4bdluvU/PxErHDCBBWY1zL69BG1P4MGGYlNbVID+Oc/javCHj3E/x2FqVAkNbUbo0aJ73LNGvd1LLAH7iK1/PwyJk9ewMsvbzFc+gMGdOK++24nKyvarvf8RyU1BXFxxsnb4sW260g9pGYdHmJTCTfcAI+O2kvn5e8LjboDsEpqFy7A+vXIJ9M5c8boQuJuRERATIyenJwzHDyosV6nNnasqDoNCHDbeLRauPdewaHe3u4htR074B//EI+9vITBcV2tvN0wp34cPNjoQ+1I2YKacBepbdqUQ2rq16xalQWI3mmvvjqS9etnEBnpz8WLgtCt4Y9OagrGjhUh95IS+P13y9t5SM02PMSmErRahHTv/HmrRdANYXOltncvrF3LnvnpfPyx4zF4s1Cqnq1YRej1enx9D1NTU0N1dW+8vZvfUUT5aNxBaqWlIgSpGLO88IJY3DoCS5J+b28YN05ss3GjcOloSriL1DIzCxk//ify8oR0NCoqkDVrbuD//m8wAQGSQUW6datl7wIPqRmh1RpDknv2mG9U7yE1++AhNjXRrRu1eg0l6fnCTdgG7Ao/1ikZu5XuwktXTV6eVctH+1BZKSppd+wwawOm5NRiYi7StWscxcXetuP+er2Q/X/9tVvjbadOZbF06SnOnBlJeLh6oc+HHjIKZQYMgD//2bH9bdWp9eolSheiooSzS1PBnUKRxYszDAbGo0eL3mmjR8cbXu/aFfr1E5H5VasaR+g9pNYYHToIM+2ZMxsbgHtIzX54iE1FHD4dxGuHr2LZiS5Wa8XAgZxaZCTExBDoXUU331OAmM25hMREkQ+rrm7keGwqFBk9eiiDBokfj80QmiyLFWB6uns6hCJWart3HyYvbwA5OSEcOqTOcb/6SoQdAYKC4LvvLLcMMgd7iq8lCW66SdTDuaNRpzm4k9QAw0oN4IUXhhIV1bgv4eTJMHgw3HJLfccWD6lZxrhx9WsCwUNqjsJDbCqibVuoCovixKVwqvdbbiTmsFCkTsmRqhOS+v37XZz1S5LRln37dsNU2pz6cfBg0XNs1CgbmhgvL2PB2ebN6nYIxRh+HDVqIBMnihvomjVWPZ3twpEjQiSq4JNPjD3W7IEjjiIBAfVvVu7sx+VuUoP6xBYba74hqI8PTJlSP/3qITX7UV0NFRUeUnMUHmJTEe3bQ3i3dtTqNRzfX2k2HOmU+rFXL/D2prP+BCFSCeXlxrCZ0+jTR9hFXLwIGRkWJf3BwcL0t3NnO9q6paYK65LCQjtclO1Hw5zakCHiNJcuubY4LC8Xoh+lKPbuu61biTWEszZZ1dWiOeeqVU4M2g40BakB5OYaic1Sp2tTyDIsXZrDjh0nPKRmBw4fhrff1vH550cAD6k5Ag+xqQhJguRUX2jThkP5EY3CkU5L+v39oXt3NJJMHx9xkbscjvT1NfSp0W/Zok7rGa1WxJ0ANm1SZUliTiji4yOavIJwB3E2pff440b+7dVLuI3YC1e8H7OzIS1N/JkTCLiCpiI1MK7YAgO1BAfbvmZ++CGPb78tJz9/BKGhHlKzhaqqWo4ezWX//hCSkz2k5gg8xKYyevYEoqI44duL6vbGRLrLdWp9+4KvL6ldywDIz1dBozFoELIsk7dhA9XnzlkltZISscJQbKasHRNfXzFAB9Sh5mBN/ThggKg3Ly4WGhhH8f33wtQYRJjshx/sr1Zw1dC4c2dBpLIsOgeoFbVtSlIDI7HFxgbZ/AwyMjKQpAMkJcVz8WIgmza5dWh2o6WSWm1tLWVl24iMrKZ9+3g2bPCQmiPwEJvKaN8e2iZHUdulB8crBLGpUnzdqRM89RRtr7uCO+8Uqw1X71v6sDBOhIaS36cPg8aMsbpSO3NGLMLS0mz0U/XzM+rkXbh72ZL0e3sbHUE2bbLsIWkOJ06ImjgF778Pycn27auWS/+kSYL/c3PVab7e1KRWWlpNcbH40G2FIZWc2sSJg7j2WlEYuG6deO/NiZZMatu2bUOS4P77E9BoNOzdq/7q3hm0BlIDD7GpDkmqW7Uh1O+qOYpoNCIGh5AEu+obqeTU8vr1o9c99+Bjw2KrSxchpKyqsiMMOmSIsGIZPtypcKS9dWp9+oiVz8yZ9pN8ZaXIqymu/bffDnPm2Levmq1ngoONDUlXr7avJY8lNDWpQX3hiDViaygU6d1bfGd6PSxY4NiERE20dFIDkVNLSPAmJUX8jH7/3b2CI1toLaQGHmJzC1JSYMxomSEJGRz87DN1bbJkWUx1y8rQ653rFmPV+9ECJMmyX2MjBAcLtqhrmOoIHCm+1mjguusgKcn+0zz9tFFw0q2bWK3ZA3f0U+vfH2JjxWTB2cL75iA1aEhsjWX+YF79KElw1VUijHzpkkqGAw6itZCaklMbP15EKE6dgqOWxdZuRWsiNfAQm1sQGQkDe56n5v2XSDx2jJ6xsep5P/7yC3z6KUcXHeWttxy/MZglNZ1O2Pn//LPVKWHv3iIPVVgoZPJqw1VHEVvS/wULjETm5wc//ijq1mzBXU1CNRrR402jEb24iosd27+5SA0gL6/M8Dg2tvFq35qk398fZswwOmzk57t9uAa0NlIDMQlQKmlycpp+bK2N1MBDbG5BWVkZm/fuxa9rVyIiIpDUZIGOHQEISt9HSbHM4cO2DVMVWFyp1dQIFcP+/aLjoQVotTBwoHhsl+dhZaXwzfztN5ubukJqer0Qtbz5pmVyyMyEu+4y/v+dd4zt6azB3Z2vo6Jg+nThfOJIa5zmJDWA3Fxj7LThis2eOrWEBLESuf12uzy5VUFrJDUFI0aI63fChKYdW2skNfAQm+pQcmrR0TEUJU3l5yPJVO9Tkdh69gQfH2J1p4nwLqCmBrscOKyGH/38RMIKbLapHjhQhEVycuzoUlNQIKqot2+32lnc1ZWaJEFGhuisYE61WV0NN95o9Gi88Ua45x7bx3U3qSno3bt1kRrUX7GZ5tgcKb4ePlyY4DQFWjOpgUivx8ebfcltaK2kBh5iUxUNhSKrTnfjQH57ThwwX6ztFHx8IDkZSYJUH8FotsQcduXUFCeSo0etuvQGBYnc0KBBNlu6iT4zSUkivJmWZnYTNQyNJcloMrxnj6g5N8VzzxlLAjp3Fu4itjiqqUitIdLTrXdKbwmkBuZdR1xxFLl0yb4JmjNo7aTWEIWFKtSx2kBrJjXwEJtqaEhqGo1Ez351xdrnI9X91dZZbPWp2IpGriUnx3Kewm6hSGSkmD7r9Tb151OmwJVXilYsNjFihPh3zx6jFLEOarr0d+ggTHf1eli71vj84sUiRAliTvDjj7ZXR81Falu3Cg/pxYvNpzpbCqlBfdeR6Oggl0jtwgX46CNYuFAFg+8GuNxIragI5s6FX391X26ytZMaeIhNFViS9CcnAxERnLjY1qp3pMPo0AHatiWQMroFimIgczM4h9WPyqpt1y71LOg7dhRdFGtrxZ27Du5oPXPFFeLfgwfh7FnRu272bOPrr78u3OatoblIDURjUx8fMe6G32dLIjUwrtjatvUjL++0S96P4eEi51ZbK/RLal16lxupgRCSdOkiJj4rVqg/tsuB1MBDbC7DWp1adDSEdWlHjd6LE+ka+1UetiBJBjusVF9h27V/f31VoDOSfrp1E7+c8nK7vB5zcoTS0OrbkiSj/9WOHVBZ6RZSAyHE6NVLPF6xQvg+Kqm9GTPg4Yet79+cpAbiox87VjxeubKuGzstj9RkWTYQW7t2Pi4bGksSTJ0q/D/PnRN1fa7iciQ1BRMmCM/xkyddNveph8uF1MBDbC7BVvG1wTuyf38OD5wtRBpqITUVZs0i6aFJDBsmjIqVom2nSA3EAQYOFCFJGxe2LIuQ2YEDYoFnFV27ipbcVVWcXbLELaSmYOxY8TY+/dSY1uvYEf77X+t5teYmNQWDBwuCrqgQ5NzSSA3g0qVKQx+2oCCdKobGQUGiySYIxW16uvPHupxJDUQXEcWSVVwjro/tciI18BCb07DXUaRnTyA4mOMnNer23wwOhqQkNN4aJk6EmBhx43aa1BQMHy7idzbkaqYF29u22fhxSRKMGkV+dDQHqqvdRmogwlrh4UY3L29vmDcPrN13WwqpgbG2TdR46Vm4cF+LIjWoLxzp3j1GNZf+rl2N5SSLFhm7LjiCy53UFIwaJWpKz5+3Y2JpA5cbqYGH2JyCIzZZ0dHiptquHRQXye5pn6zXgyy7TmrgkFNIr15ipl1cbFsbkxUSwo64OFInTnQbqQHk5cHLLxv//+qrwuHLEloSqSmIjYV+/XTk5uaycWMIgwa1HFID2LXrpOFxYqK6XVMnThS/lZIS0dbPEfxRSA1E8EcJW69b55wDEVyepAbQciyjWwnKyso4cOCA3TZZwsgUfPfvgK82CIGGknNSAxs2wPbt5A2dwbdpOvz9vbn3XhdazygoLxdij/79LYYlvb3F21mzRtyEUlLM86K7cmoNodOJkKwil7/qKtG5Wa83763ZEkkNRPgxOHgHbdu25bbbEvH1bTmklpGRwZ49GYb/W2ow6iy0Wrj2WjFRUm7c9uCPRGoK+vcX9nBJSSLn5iguV1IDz4rNYWzdutVh70dfX8QvtqREyN3UdDItL0cuKWHvtys4dMiH0tLeaDQukhoI7fWGDRbrzxQMHCje37lz5m22GpHapUtCcVL3Y1cTf/+7mL2CWPXMni1q1syFaloyqW3fvh2Nppp//jOR3r21jtptug2KpD8oKNrwnD0NRh1FdLRwJbH3Zv1HJDUQk7W77hITAEfnsZczqYGH2BxGdHS0c4bGyclUagI4e7raqm2Vo9APHEjumTN0K91Ojw5hVFZ6q9O8Wkmg7drVqP7MFP7+xlDfunX1OdvsSi0zUyhONmyw0f/GMaxZA3/7m3js5SXyanXuY6xZUz9f09JJTcmp+fgYV2olJSr033MBpnVqBQXGhKolA2S1oNNZz+H+UUlNgTNdPloqqRVYcSdyFB5icxA9evRw6kaYkePD68ensuBwD+Rdu1UZi16vZ2d6OsVRUSR0jGNYoEh0bd2qwqIwMdFYf2bDGHLo0Drj54HG81oMP/btK2RdZWX16tpcwblzIgSpnPtvfxN14QMGiP54FRXGou3WQmqmObWjR+GDDwRBNwcaFl9bstNyB+bNE1ajpkX3Cv7opKZAloX0/5dfbP/uWzKpbbdh5+cIPMTmIJy9EcbEgBQbzfnyQHK3Zrtc02YqFEmaNQsvLy8GVGxESw1nz6qwKKxTMgKi/syKRM3PDx54QBCbRmMjp+blZaykTktzTvpmAr0ebrtNFGSDqPH5v/8TjzUa4ZICwkzl5MnSVkdqID6yigoxD1BxsW8XzDmKKAbIGo1E+/buXbEpBfWbN4vFvgIPqRlRUwPz54ssx/HjlrdryaSWlpam6vfoIbYmgp8fJA8OgcBAdudEinCck2ikfuzSBdq3x58K+gSIik273PdtoUsXUVRVXW0zJ6ZwhF1CkZ49RSKlqgo2bnRpiP/6lyhmBjHUr7+uH55JSBCnq6ys4oMPMunQoXWRGoivoV8/MRtftKjpmnNasslSVmzt2wfg7e3eW0iPHsb3vnChmAd5SK0+fHyEkAQs/+5bOqn16NGDRBUdsT3E1oRI7SdBdDQH8yOp3r7XqWOYlfRLkiHRNaRqPcgyx48LnYZLMF21bdtmMyeWmZnF4sVZ5OSMom1bK+pHU9fiHTusmi5bw8aN8MILxkN++60IPTbE0KEl5OVlUVUVhU7XukhNwaRJQpxaUOAeK6WGsERqOp2es2cFsbk7DKlg8mRRm1hcDD/8UM7mzR5Sa4jBg8WE7tQpUfJiitZAap06dVL12B5ia0J07Ahtu0dSHdWBQ11nOLy/1Tq1lBQYMoR2919Haj+JsWOFsMNl9OghlkI9e1qtwcvKymLfvsOcP9+fM2eCbS9IO3c2GgTaUF6aw4ULwjJL6eT9wgvGCKcpSkpKOHhwM+PH+9ChQ7tWSWoglKfTp4vHO3e65sxhC9YMjc+dK0evF4kctaX+luDjI0oAamoqWbUql6qqZA+pNUBIiNFOznTV9kckNfDUsTUpJAlSB/uwurQLe7Ih1YF9bRZfe3uLqS1GayJVIElw771W5VdK+HHEiMG0axfIqlWiL1pKipXdJEloujMyrFdQm4FeD3PmQK7wf2bMGPjrXxtvZyoUGTeuIzqdpKqrmbNw1iYrMVHUDW7fLoQCDz6orksb2G49Y+o60lQrNoDAwCLCwg5TXNyVkyfDqakRFTTNjZZAagqGDhWesYcOiZ/WuXN/TFIDz4qtydG3r7in5+QICbc9cMpRRM1aOTtITcmpDRokrH4uXRI/MquIixOhTgeLcN56C5YuFY/btRMhyIY1Tw3Vj1pt6yY1BePHi7Bc9+7OSb2twZ7WM81BbEpO7ZprwrnqqnDuuMNDauYQHS2CIHo9/Pxzzh+W1MBDbE2O4GC47jp44sY8glcvgsOHrW7vMKlduAALFqBf9CtHjsBPPxnDdS7jzBnRCKouJGlOKOLjY2zBtn69AwatsmyXL9DRo0bVIwixSExM/W2sSfplWXzkCjE2JdQwNPbxgfvuE/3wXDWXMYW9/dSOHTMmbpuC2EyFIt26dWXyZDGZaW60NFJTMGwYyPI5Kisz/7CkBp5QZLOgZ09g/Qnhh1NUVNe4rTGcWqlVV8OBA+jxZvHByZTrfElOrjunK9DrRVFRURHExJAVEWFR/ThggJBnFxTAvn22e6Bx9qwgTD8/uP12q5u+8IIx1ffss4boqwG26tQKC4U0Wq8XXXqSkux47ypATZd+08tAloXc2xWSs5fULl6s4D//2WH4f9++Ec6f1A7YUj+eOiWiH0ohflOhpZIagCwfZ/DgdIYP/+OSGnhWbM2HupikPuOUWfmi04bGMTHQoQPe1DIwUKwGVamD1mjEdBC49OuvHNy3z6Kk33TVtmGDHas2Pz9RZZ2RIf4sYNcuQUog9CwN82r2FF+HhRlbfixfrk7LD1twV+uZwkL46ivRPshZONL5+tln13PhglhV33BDN/r3j3L+xDZgi9SOHhXvff58l0shHUJLJrXjx4+TkeEhNfAQW7PhTHko/zsznh8O9mzULtlll/46McbA8vV4STqys0VOz2X060dBdTUXTp5kWHCwVUPjAQNEHmjaNDtyQW3aGPuVrFplMT/4/PPGx3/5i2hMqcARR5HRo8W+Fy64xbKyHtzZT62sTHTbPnDAZkTbLBwhtY0bc/j8c+HVFhLiw9tvO+BQ7CDsqVPr1EnkGktKBLGrmVK2hJZOaqY5tepqITI6edL2vu5Ec5AaeIit2aDVQoZXV45fDKdk6yFDIkyV1jPdu0NoKEG1haQEC6sKNVZtWXl5HAkLIy4ujrBDh6wm77RauOkmoeSzS2E/cqRY6uXlmXVT3rhRrLBAhJ7uucf4mqM2WX5+QoQBIg9oxQrTJbi7SWhsrHFlvGSJY+/DEVKrrtZx333G4rlXXhlJdLR78mv2Fl8rJQBeXuJy2a2OS51FtCZSAyH5X7assX9rU6K5SA08xOYw1Gqn1q4ddEgNR9b6sPdkEJw8qQ6pgVgiDRoEwJDqDSDLHD7sdB00YBSKdL3lFgLCw8Vyx5ydvwXY/HEFBhpCnaxZU480ZRn+/Gfjpi+9VNcxAee9H/v2FVHbqiqxSFQbTdX5evRoEZYtLxfkZs9NzBFSA3jttR0cOSLC5YMGRXH//X1cHbZZOOooEh1trF1cvlxcku5AayM1EE4k3t4iUqNKtMZBNCepgYfYHEbG3mLVjpXaXwPt27PnbDS6HTvVITUF/fqBVktU5SkSgi6g14vQhDOop36MjTUmqTZssHknra4WPPXBB3ZMCoYOFbUCFy4IYU0dfv/d2BG7e3eYNUs8dsXQWJKEshDEqS5etHtXm2gqUgOxYpk+Xfx79KhtpzZHSS09vZB//GNr3bkkPv54Il5e6t82nLXJGjZMhCVrauDnn9XPmbZGUgPRALh3b/HYCf8Dl9DcpAYeYnMYh9acU+1YPXuCT8doLsphrDktqUdqIGxHRoyACRMYOjGYuDiIj3f8MGa9HwcPFkvOvn1t1hJoNII47Gph7+trbMJa5+aq19dfrf3972ImqoZLf1ycKO6+/XaRr1EDTUlqCqKixMoNRPip2MLcy1FSk2WZBx9cRWWlmJE89lg/+vaNVGvYBrji/ShJgtj9/UUU2wUL1kZoraSmQPE9OHpUKJSbAi2B1MAj93cYJ3SdqKhQx67Kxwd6DvJnybk4NlUG85dhXdQhNQV1d7uuMnRzInpk0dDY3x8eesiu5Jm3t6jBXrJE5LP69LHhljFwoBCTdO8OiFm4oq3p1w9mzlS39cyYMU7v2gjNQWoKRoyAY8fEysWcSbKjpAYwb95RVqw4BUB8fDAvvzxcxRELqGFoHBIiyK28XFxfaqC1kxqIVlKdOwv7tf37jZMfd6GlkBp4VmwOQ4eXarNCvV6Pj89eamprkeVulJerSGomcOa+b9Ol34GD9usnFnjl5XaY+Xt7C39KSaK21mhyDPDPf0JZmfv6qRUVWV7t2EJzkhqIlfFNNwn3s4ZflzOkVlhYyRNPGJugzZ07jqAgda9PNV36u3WD1FTnrvWGuBxITUFKivj30CH3jqslkRp4iM0p7N7tutJIEYr4+xczc2Ys106XCMo8ACdOqDNIUxw5Ap98QlXuBTZtsq0gs6v1DBhtPP73P6sJNI0GJk4Uj7duFfVX9uCbL2o4elQ8HjEChg1zH6kdOQLvv2+/AMMUzU1qCoKDxbxAQW2tc6QG8NxzGzl3ThSITZ+exNSp6layu7P1TEVFvRStQ7icSA0E4fv4iM4Q7mp31NJIDTyhSIfhlXea0uMllF3fj6BwX6eO0Vj9qBV3/OXLRcIkKUmdqaeCvXshL4/DPxxgVfFYgoLETM7c/dduUgNx51y+XCxzduwQ4g8L6NJFSP8zM4UK8brrrB+6qrSGl/5UDogf8PPPl5OW5r4moe3aCeHB8eNidqs4pdtCSyE1U+j1QmyzZs0F+vY9yujRjpHali15fPzxPgCCgrS8+66ZtgkuwJ2kVlUFH30kVt9BQY45y1xupAYia/DMM+7z1myJpAaeFZvDmBW/gSd6riDo1EGn9rco6e/TR1x9qrS/boC6nmq9izcRqi2ntLRRTTjgIKmBGK+SpNq40WpXcEkSPcUkSSSzbRlAf/aVlqwC8QOe2D0TWbfOrZ2vIyKMupXffrPLtrJFkhqImfmKFRc5fvwSZWWjHCK1mhpRs6asWv/+9xHEx4eoNjZ3Nwn19TWkZ/nlF/u+R7g8SU3BH43UwENsDiNmdBe8NLJTFaHW6tRqvP3Z6jeGb/enIG9RwwPLBLGxkJSEFzpG+u8ExIzeNHroMKkp6NvXmECzoSuOioKrr4aHHxZhM0soKxPqRwUPJPyXbsXFbu98PWKEILiyMtvNPFsqqQHk5WXQufM+OnSI58SJIA46MAd7++1dHDggCsJSUyN5+GFHmitZR1N1vlY6IJSUCJWoLVzOpGaKoiL1zAhaMqmBh9gcR69eoNGgz8mjNCPf7t1sFV/r9bC2oC8nLoVzcst5FdpfN0Ddqq1v8QZCtBUUFxvzEE6TGogEmtINe8sWm7+c/v2F6NEa5s4V1pEAY/ueYHinAhIyM5HcbAro7Q1Tp4pV5Z49lm0rWzKpKTm16dNTmThRSHeXLLEvr5mVVcRLL4nJiSTBxx9PwNtbnVtEU5EaiBXKzJni0jxwwLpw4o9CaitXinZPO3bY3tYWWjqpgYfYHEdgIFltU3ln62B+mmtfTZs9jiK+vtBvZCC0bcvW7Fj1TQw7dIDERLypZUSAWG1u3AgZGS6QmoLu3UVRWE2N0PTbidzcxpqTwkL497/FY41G5smXoV2vXkhVVaLS282IjzfaVi5eLN6SKVoDqSlCkdGjxddSWSnKJqyVHMqyzEMPraa8XHwhDz2UysCB0aqMqylJTYGp3djSpeZD338UUgNo3178e+iQa8K31kBq4CE2pxA2PJniKl+y9hdx8Zx1Ow1HbLIGDQIpPo70grac33TMas7KKdSt2voVryPYp4qsrEIWLz7tGqmBsRs2iCpsO7y7li+HTz9t7IbyxhvGYtKpU4u46pokJMUiZPdu0RPOzRg3TqwqG7b6aU2kBsKN5NprxaTp9GnrpRY//3yCpUvFEjUmJoh//GOEKuNqDlJTMHq0sN0qL4fVq+u/9kciNRDqSG9vYeqTb3+gqR5aC6mBh9icQkifRLrEVUBtLbt/yba4naPej2Fh0H1oGAQGsq20p0j2qImEBBgwAO8br6Vzj4sEBKQzeXKya6RmeuyhQ+HWW0XFrA1E1hlYbNhgbDuSnw9vvSWmk97eMm+8ESpyah07ihBwSoqQurkZvr6i/nz8eGPivbWRmoKwMGEd5u0t3MrMobi4ikcfNa6G33lnLKGhzil+TdGcpAaC2GfMELqsSZOMz//RSA3ENa0oRJ2paWtNpAYeYnMOGg39JkdC+/bszQ4360/nrKHxkKESpKayL3IC5f4q+TwpkCS4+mqy/P3R+uzhySc70q2biueYNElYHdgh8OjbV4RHKiuN0cu//a2asjKx7733QqdOJseZOVP8WVOdqAhT3qqp0bF1a+sjNQW9e8MjjxhDrA3xwgubycsTudErr0zk2mtdJ6HmJjUFkZGC3BSnoD8iqSlQIhCOhiNbG6mBh9icRpebBxA0sAdlXiGKraEBrrj0d+gAUXHe1NS4pxVHPaGIWgaJ5mAjjGpatL1jB6SllfLJJ14A+PvLPP+81HgHUzRRL468PB0vvHCKffv8WyWpgZhnmN4nTfOGO3ee5b33xIXm7+/N+++Pd1l52lJIrSFqamqZP38fsvzHIzWArl3Fyv3iRaM4yxZaI6mBh9ichpeX0ZfOtCbM1dYzkiQcy5OTIbF9ufmCMydhILUBA2h35Ai8+y4XcypYtEhd81g2bxYSLCvdsEEs7rp0gYqKKh58sJKaGkFsjz4qEW1Jt1BUBD/91CRCEp1Ox4oVBzl3zpsLF1IoLW19pNYQOTmi08L+/VBbq+e++1Ya5ggvvTSMhARXJeUtk9Rqa2t57bUTrFgRAfzxSA1EOLJLF/HYnnBkayU18BCbS+jXDygt5cSKDEqK9Kr1U+vdG26YXk3s/HdElWlenstjrbdSi4yEgwehoIDDPx9l714RDrRh1G8/iouNjc5srKyGDSvl8OEz7N8vVo8hIfDss1Z2OHNG/CrT0tQviTCBklNLTCxixIhY9HqvJuvUbAvOkhoIQ9yCAqEUfO21PezeLabuKSnteOKJ/i6NqyWT2rZt22jfvpq4uDjWrfPm/PnmHpVAU5GagiFDhKBohA1tUGsmNfAQm0sIb6NjQtki7m67kIAzJ9Ttp+bjI6RM4HL760Z1apJkUEgOKl6Fv7aWCxeE7aMqGDVKTA/z8qwetKSkhGPHNpGXF4Esi/DXM89A27ZWjt2tm1jq6XSiUZsbYCoUGTZsKDNmeOPtLRag+/a55ZR2wxVSA+Gu0qEDnD9fwssvbzI8/9FHE9BqvZweV0snNYDbb+9J164aamth4UL1e7c5iqYmNRA6rJQUY6Nec2jtpAYeYnMNXl4Mn9aOmOBiMn/6Ud1+asDFrkP57UQSOZuznG5/bbH4ukcPaNcO39oyhgQJa4p161RatZl2w161yqxBstJ6prKyK7t2Cbleu3bw2GM2ji1JMHmyyLkdOyb+VIQ59WPbtkbnsN9/t20H5i64SmogPraZM2HFijVUVYlk27339mbYsFinx9UaSG3w4MFotd5MnWrs3dbUDThN0RykZg8uB1IDD7G5DH1qKnl5eXhlZDC0ew9V+6ltzohmW1kv1md2cOpXaNVRRKMx3K0HF60gwLu6YeNq1zB0qFAwFhQIRxITmPZT++KLRMNq7c9/tlP0GBFhNFxeulSEPVWANUn/0KEQEyO8B3/9telDkmqQmoKNG9M5dEh0kQgMDOD++0c5fazWQmpKTi0kRMyLQITf3RjNtojmJrWSEvHely+v//zlQmrgITaXoNfr2ZmVRV5IHPvKx/HTm+p11wYRB5cSOnDiUjhn1h1zyOjNLpusnj0hOho/fTmjAkV763XrGrttOAUfH6PsccMGQ6MzU1IrLOzOr78KUouLg/vvF6IGu3QhY8aIIq3iYlWEJLbq1JSaKG9vQW4qcaldUJPUysqqefjhVYb/T5o0ltWr/ZzyEGxtpKagd2/o1EkEEpYubdpJSnOTGgiT7LVrhRpZ+a1fTqQGHmJzGqZCkcQbbmB/fiwndxVxNku9O17btpAyMgxCQtiYEdto5WMJdns/mjiGDChZS5vAakMHGlXQq5dI6Oh0kJXVqPO1qaT/r38Vi7uffxYOGbm5No6t1QpHZRC9ZlxoNmVv8XVEBNxxB9x5p40u4CpCTVIDeOmlNE6fFrHUceM6csUV3YmJaVxNYQutldRAXPZXXSXqKIcPV7dDlDW0BFIDcV8JDhY/y9zcy4/UwNOPzSk0Uj9qtSQnZnIwI4CtP2Yx/Rn1fugjRkrsX9eRI4dKOH9JR4SN7R02NO7UCcaOxbtnTyac8yE/XxgVqwJJgmuuAUmixNe3HqmtWSMZFlpJSTBnjuCq3r3Fqm3pUrj7bhs33M6dhcRL6aboBBx1FIl1PhXlMNQmtX378nnrLbEy9/X14qOPxhMdLREQ4NjNvTWTmoLwcBEh+KORGoj33LGjEEYfPFiCJF1epAaeFZvDMCvplySGzIgGrZYDJwNUdcKKjIQew9siDx7CRq31ho9OufRLkjDVa9eOnj1h7FjriimHERHRiNRA4s9/Nm7yt78ZnT4mThSrobw8YTtpEykpTUZqpqitFa1t7FxEOwy1SU2nEzVrOp2Iuz3//BCSksIIDKx/c7fVQOFyIDUFpu9bbVtWU7QkUlPQsSNUVFSwZk36ZUdq4CE2h7F7926z6se4KSnEXjsEXXQcO3eqe86RoyTw9VVKz8zCpdYzpqhTX8qyOq3k64UfQ0ORjh9n8WKj+XFKCtx4o3H7oCC4oo6/V692wC5TlmHnTmGrYAdc9X48ckToeVavdt5U1hLUJjWATz7Zz7ZtwkC6e/e2PPNMfX+t6mohgf/4Y8vNOS8nUjPFtm3CT0Dt/r7QMkkNIDS0kOzsbCSpAx07Xl6kBh5icxgVFRXmJf3e3gwZLuqAduxQt0YmJkakq4YPB99LZ0QLahOoQmqyLPq0vP02eTty+ewz+5o0WkM9UvP1Rfr0U/QLf+EvfzbWFPzjH43DjQMGCFf2ykrRR8ourFolGo/ZUUWthqFxr17CxaG2FhYtUu/7dgepnTlTynPPGa39P/poAr6+9W/+sgzZ2WJe88svjT/Cy5XUQExMqqrE5aPm77alklpBQQHHj28mPj6c4OC2TdEwwy7UqKJaE/AQm4MYPHiwRUl/cjIEB8mUZl3kUJpzdWeWcN11MC4xg4CvPxZ687rllGorNSUuI8vo128kN0dm3z77PeUaoqFQREpIgIgI5u3ozMFD4rIbPFik4BpCoxHJfRAF0XYtwgYMEPHMU6es2pCp5dIvSdSribLWEsZeuIPUAJ54Yi1FRULUdMcdvRg9Or7RNr6+4hrz8hLzJlMB0eVMaiD0U4GBcP68cINTAy2Z1NLS0khO7kFqaji+vvY1oXU3ampq2N6wh5UL8BCbg7BWp+blBSM1mxldvJjEs25IviQkCIl7eTns2qUeqSkYMwa0WuJKj5IcdgZZbtzHyh40IjVJAo2GmvFT+OvasYbtXnnFcvI+Lk70RZszRyT6bSIsTCQIQSS/zOjX1W49ExwsWsKAqGhwxfnMXaT2+++Z/PCDKGIPD/fnP/+xXLMWEwMTJij7Cfeyy53UQExOlNq2DRtcr21r6aSm5NSmToU//UlEH5oTNTU1bNmyRVWDcQ+xqYxBM2IZm3iK4OO7LCcrnIQsacjsNI5v96eQvXAFh/btU4/UQNypBw8G4Irq5WgkPcePO5Z7MEtqdfhiXSLpBcIva1xyHleMtR4yHDlSJLntxpAhxhjmb7/Ve8ld/dR69RLlgHq9yFGZMVmxCXeRWnl5DQ88YKxZe/310bRrZ6EpWx0GDxYiU50Ovv66gvXrt17WpKagVy8hsq2tFSFJZ2vbWgupgejP52iZh9owJbX+qsmxPcSmPhISRIFMTY2qzvwKVuUls/9CGGt2ejPM3189UlMwfDj4+dGu/DT92p4CRJ7Lnh+6NVKrqBDqRwX/HLpUKDDsRGGhHVZWGo2ID2o0wii5rp+QO5uEKjVRQUGiVvzsWcf2dxepAfzjH1vJzBQh8dGj45g9u6eNPcT7mTYNtNoK9u3LITs75bInNTB+j4onqDPdLloTqTVEc5h7m5LaoEGD8PJy3qu0ITzEpjYkCQYP5vjFcL75oJjiQrUs88WhOyWd4by/P6dq++G756j6Tq7+/mKpBIwu+w2tl46cnEZ6lUawRmoAH35oLLqeNvwCg+NyRbzLjoTx/v3w/vt2eh5HR4uVG8Bvv6Gri927s0loQADccAM88IAIodoLd5LaoUMXeO01kSjTajV89NEEu/us1dQUERe3lfj4NkyeHKPquFyBu5uEtm0rKl80GoNRjt1oraS2dSu8+65QhjYl3Elq0MKJ7dVXX2XgwIEEBwcTGRnJ9OnTOdbA9FaWZV566SViYmLw9/dnzJgxHGrQbKiqqopHHnmEdu3aERgYyNSpU8nJyXHfwFNS2Hy2Mydz/Njxc7Zqh83KyqKiYi89xiYj+4Wy/XCQyo3U6jBoEISEECyVMrSbqC84eNDy5rZIraQEXn1VPJYk+Pu7oYKARowQiUkbiIwUIaKDB0XbFZsYMwZ69EA3cybbd+5sks7XHTpAmzb2b+9OUtPrZe6/fyW1tWJS9X//N4ju3e1rKqvk1IYOjeUf/4igc2dVh+Y0mqrz9bBhonDbVlsXU7RWUgPxu7p0yT2lDpbgblKDFk5s69ev56GHHmLr1q2sXLmS2tpaJk6cSJlJcdN//vMf3nzzTebOncuOHTuIiopiwoQJlJjErR5//HEWLlzIvHnz2LRpE6WlpVx99dXo3NW3QqtlyBRxs9q5LJ+qStfX+YpQZMiQwUy5OhTi49mS35nKWjf8wLVaUVz22GMMm9qO664TijlzsEVqAG+/DRcuiMc33wwp/bRw770wcKBdQf6oKMG1IBxJbC7yfHzQXXcd23NymoTUGuLkSetlCu4kNYAvvjjIpk1ieZyU1IY//3mIXfs1FIqYckdBgUoeok6gqUgNxDwrMtL+7VszqYExh52t3vzbKpqC1ACQWxHy8/NlQF6/fr0sy7Ks1+vlqKgo+V//+pdhm8rKSjk0NFT+6KOPZFmW5cLCQlmr1crz5s0zbJObmytrNBp5+fLldp+7qKhIBuSioiK7ttcVlcjvXvWb/OJVO+TNayrtPo85nDp1Sl6yZIl8/vx5cWydLM99p1Z+8flaefVqlw7tEoqLi+XffvtNPnz4sKzX681uc/GiLIeEyLKI4svynj1mNqqulmUL+yuorJTlN96Q5RdflOXff7c+rtraWjktLU1ev369XF1dLctnz8pyVZVd78lVFBTI8ssvi3EeOND49fT0dHnJkiXypUuXVD93ba1OXrTohBwW9p4Mr8nwmrxy5Sm79i0sLJSXLVsmHzt2rNFrR47I8iuvyPLixWqP2DZqamrkTZs2yZs2bZJramqa9Nx5eeJas3RpHjt2TF62bJlcWFjYpOOyhUuXLslLliyR09PTbW5bVSWu1RdflOWyMveOq7q6Wl6/fr2clpYm19bWNnrd0XusNbQqr8iiOleMtnWdKDMzMzl79iwTFRd5wNfXl9GjR5OWlsZ9993Hrl27qKmpqbdNTEwMvXr1Ii0tjUmTJpk9V1VVFVUmFu7FdUH3mpoa+woJ/X0Z/Eh/Fm9qy6YdkDqkBmcmmtnZ2Rw+fJgBAwYQGhpqOPfIMfDTTxo2b9bRr5+ewEDHj20XZFkk2Nq1ozo0gsxMoZorLS1l69atxMfH07lzZ2otyAFXrJAoLja+8eHDZaZNk7n5Zj3jx8t4nzqJZulS9GPGQJ8+Foeh0cCkSTBvnoZNm6BrV71Z30adTseuXbuora1l4MCBSLt2oVu+HLlvX2SlOM6NCAyEIUMkNm6U+OUXaN9ebwhRnjp1imPHjjF48GCCgoJUK0gtLKziq68O8eGH+8nIMNZP3nxzN0aPjrF5nuLiYrZt20ZiYiKJiYlmt6+o0LBtG8TF6elpW4OiCmpra9lZZ+MzYMAAZFlWtYjXGior4bPPNFRXQ3S0nu7d679+8uRJMjMzGTx4MAEBAU02LlsoLCxk27ZtdOvWjfj4eJvjkiQIDtZQWAi5uXoSEtwzrpqaGnbs2IG3tzepqano9Xr0DZo/qvkZSrLcEprd24Ysy0ybNo2CggI21lXDpqWlMXz4cHJzc4mJMSa57733XrKysvj999/57rvvuOOOO+qRFMDEiRNJTEzk448/Nnu+l156iZdffrnR89999x0BAdYl0wp0OliypDPl5d4MHHiWpCT1irZlGdLSYoiJLqEXB/BGT5Eb/N7CDxyg3cGDXAyP57Py2VRWejN58inatLGvi0FhoQ9//etwTp8OafRaaGgl45MPcGPgQnpE53Lq6qvQ2TCqTEuLJisrhDZtqpg48ZTNFF3AuXPE17kt54wZQ1l0tF3jdgU6HaxZ04ELF/yJiKjgiitOu0VWnZtbzdKlhaxZU0xlg3B3p06+vPhiDKGh6sxd9+1rx+HD4Wi1eiZPPkVQUMu4kbsTynsOCalm8uRMe9LBrRLr18eSlxfEgAHn6NKlsNnGUV5ezi233EJRUREhIY3vF46g1azYHn74Yfbv38+mTZsavdYwryPLsk0FmK1tnnvuOZ588knD/4uLi4mPj2fixIkOfeiRkRK/L9OjyQ9m8sORdt/gTFdq4RYqlK+6Cjh8GM38C+Dvj/6KK9TvpzJ0KJoPP6RLbS1ZiSHsOx/B/v3VzJmjoVu3rnYp7W66CbZsqeW77yTmz9dQUCD2KSryY8GWgSxgIF3aXuCWqrPc9HI3q4KF0aPhk0809OsnM2JEsuFm03ClZppTk6KjkbZvp0txMfpbbhHKTzdjxAgxzqoqKC+PIDR0L4MHD6aNIwoTM9DrZVauzGLu3L38/nvjjP+ECR14+OG+TJqUgEZj/bsxXaklJSVZ3XbyZPjqK4nsbIni4q5ce63stht9w5WaO3Nq1jBuHMydq6GsDKKjkxkwQK63UnP15qsmTFdqCQ4uu3x9JTZvlujSJYkrr1R3nWO6Uuvfv7/VnFqxo1JUK2gVxPbII4/w66+/smHDBuJM9NRRUVEAnD17lmiTmXh+fj7t27c3bFNdXU1BQUG9RH1+fj7Dhg2zeE5fX198zawetFqtQ0KEQSkVnHxnDf3anUZbdD2aSNt1Z1lZWRw5coQhQ4bYrlNLSYFNm9DnX0C7Y4fRQVgtREaKu/TGjVxR+jO/500hKCQajaYdPj729/wYM0b8vfee6Nz7zTfC1lFZSJ+41I6Xf2zHyz8Ktf6sWUJCH9GgT0+bNvDEE8ZuACBIbefOneh0OoYNG9b4+5k8WVhtXbyI16pVMHOmEx+EY4iMFCV1//1vAcuWlfN//zeCiIg2Th+vtLSar746xHvv7eHYsfrWGAEB3sye3ZNHHulHjx72qx+3b99OUlKS3XVqN94IH30kbNbWrxehYbVRW1vL7t270Wg0bheK2IJWK8ht6VLYtAmCg0+QnX2K4cOHtzihyPbt20lOTnbKpT8+XpSptG1b/3flKmpqati5cyc+Pj52CUX+MM4jsizz8MMP8/PPP7NmzRoSExPrvZ6YmEhUVBQrTSRo1dXVrF+/3kBa/fv3R6vV1tvmzJkzHDx40CqxqQWfUH/mzCymd/tzaLbYNqJz1CZLljTsan8l724bzIXV+xzqsm03Ro6k0seH0pM7mRx/mnbt2rFypeSUSs7XVxQA//STuEH+97/CCUuSjDPFrVvh4YeFxdPVVzduX2N6/VdX69i61UadmlYr2l9LkiiKO3zY8YE7gaCgDIKCMoiLi+fcuTZOHaO0tJpnnllHXNzHPPzw6nqk1rFjCK+9NpqcnPv54IMJDpGaMzZZoaEwfbp4vGULZGY68k5soynVj/aiXz9o1w5On77I4sUFrVb9aA09e8J99xnKV1VBk6kfLaBFE9tDDz3EN998w3fffUdwcDBnz57l7NmzVNRZVUmSxOOPP84rr7zCwoULOXjwIHPmzCEgIIBbbrkFgNDQUO666y6eeuopVq9ezZ49e5g1axYpKSmMr+se7XYoV8y+fYa2MObgjPejJMHx6gQKtRGsOxGrjhtvA5RUVbGrTRtCQ0OZ6buTUL8qCgtF2xZXEBoqulGvWQOnT1Tzn6s30Lu90bqjtlbMlidNMu+MkJOj4/nns9i/38+2pD8uzlictGSJA/1wnIMi6X/kkU7Mnu2Ps5fa3/++hddf32kwMQbhIvLzz9NIT7+bp58eSFiY/eFnV70fu3UTK+ohQ8RMXy20RFIDIf/v3DmTS5cuUVbWG0m6vEjNHWhuUoMWHor88MMPARgzZky957/44gvmzJkDwLPPPktFRQUPPvggBQUFDB48mBUrVhAcHGzY/q233sLb25sbbriBiooKxo0bx5dfftl0H3hcHDXxndi9pYrT/87gun+mNjL/dcXQ+IpxEse2deLgvhJGrN1N1NChjlULW4GhTm3MGNpptUi5uUwM2Mz8qnFs2gR9+wqCchVxnX155rVInpn3EQeCh/Ft/gRef0NCpxPhSlmub5is0+lYufIQ58+HEhTUm9JSL2yWhI0eLfySevUSdiFuQsM6tbqIucPQ62W++UbYjmk0EnPmiHBj374OFFqZQC1D40mT1O083VJJDUSdmiynM2HCaJKT/dynPnYQ7iA1vV4In1yJCLYEUoNWpIpsbhQXFxMaGuq0YqdkXwbvPHGKWryZM3cACcnGG6saLv0LFsCBr/fS1SudW273FvE+F9Go+Do3F375BXniJL7clERwsLjJmcwhXEdODsTFUVRk5OahQ+uvDhXvx+rqGk6eHEZ2tjedOsFtt9lxw9Xr3er8aq34uqxMeDNfcYXIZ9jC+vXZjBnzAwBXX92JxYudzw26y6VfrxfpS2fvrS2d1Fpz8bUjWL5ctCqaMMHoSOcoXCU1V++xpmjRocjLCcG9E+mbXA16PZu+NiYn1Go9M2YMaJISOV6dwOnwVJfHa9ZRJC4OHnwQqUsSt90m3EhUJTUwmC3u3298yrS8zdTQeNiwocyY4Y1WKxZidnlOm5JaTY2qIUlbjiLLlglbsAUL7LP4/P57o0HnzTf3cHpc7iK1mhr48kv4+mvn8m2tldR0uuYxDQb3hR99fMT7On/euf1bykpNgYfYmgqSxPBZiWgkmZNZWvLyVGwSiuhZljo6FPr1Y/WJDi798KzaZNU99vZGTNfroPYPff8OY06pd2/xrzmX/rZt67dhs9kBQMGZM0Lit2CBKoO3xyZr4kRRjZGbC2vXWj9eTY2O+fNFdwJ/f2+mTnXOtNGd/dS0WiGskGXxMTqiW2qtpHb0qDDkPnmy6cflzpyaYiOWn+/4vi2N1MBDbE2KsMFd6XXHQOjalYULz6vbJBQYNQq8tRJZWXWdr524Ydvj/YhOJ2KDH35IUX4V8+fD7t2uj98U+xafNjzu01u22npmyBCIjRVuEXb30vLxERbuGRn120U7AXu9H0NDRQkAiE7NGRmWj7lqVRYXLwqR1NSpnQkKstzg1hKaoknolCniplhaKvrR2fPZt1ZSAzh9WpgGr1xZb17ndrhbKKKU1eTnO3bbaImkBh5ia1pIEiMmB1FUVMjmzQUkJNhRp+YAQkNFydbdt1cTdXQdfPutQ1epXaQG4pg7dsD58xz9fg8HD8KqVeoKDfcXGzuMJnPAausZpQ2bl5cgt+pqO04QHo5BqrhiRd1MwHE4amicnCwk5LIMP/9seZVjGoa86abu5jeygqbqfK3VipC0Vis6L2yx0Ti+NZMaCIGzn58gAFutnNRCU6gfFQ+Iqir7+yO3VFIDD7E1OSoqsvDzSyeubVv2L69U/fgDBkBcu0qxJDh50u5mnnaTGog4ZJ3v4sBLvxMdUERFhZ390uyATgcHjooVSqewSxR9+xH6oiKrkv727eGOO2D2bFErZxcGDYKuXUVdwfz5DtvXO+vSb7rK+fnnxnOPiooaFi48AUBoqC9TpiSaOYplNBWpKYiMFBMqgNWrIS/P/HatndRAmNbUNZln40b359qaStLv7Y1B8WmPAUhLJjXwEFuTQsmp3TnZj9Sz6xlz8WexxFAbISEwbBiFlX5U/bZG3LitwCFSU5CUBD17opFkrmYJEnr277ceXrMXGRlQXl53mnZ5UFHB4PPn0dq4EcbFOSh4VNpFBwWJrLkDzOxK6xmtFq6/XvxbUNA4L7h0aQalpYJkZ87sgq+v/QTQ1KSmoF8/6NFDTEp+/bXxDf9yIDUFgweL7+7MGXWud0to6jo15a3bIraWTmrgIbYmg6lQpMuoZG6+4hzRPhdtx26cxDbtCObuG8GmfcFW2+M6RWoKJk8GX19iy08wsI3Ipi9dapNHbWLfPuPjuH7exHXsiHd6en2ppBXU1AhZvV1dgQMDhcWWJMHOnXatcNXopxYRAbfcIhwfGiqb66sh7Q9DNhepgfj4pk6FLl3g2mvrl11cTqQGogRywADx2A1+CEDzFF936iRcSKxZqbYGUgMPsTUJGqkfJcko5du6FbmsXPVztonQUtsxiS058RT+vs1sAswlUgOh9R83DoArSn4h2KeKixdd/7Hv3WvMyk++NgmvunOwZYtdsZ/DhwWprVxpbHBqFZ06wfDh0LmzTTsNNZuEJibW96yWZSgurmLpUrEMiIwMYOzYDnYdqzlJTYG/P9x6a31/z8uN1BQMHSpyuqdOiZWbmmguR5Hx40UkwdJPoLWQGniIze2wKOnv3p3SsHiWHujAt39LV/28XbtC4pD21AaEsPpobCN9ucukpmDAAIiJwU+uYHKyUDIeOGBfnZY56HQ61q8vNPy/Xz9vQTrjxokkmh3j7N1bREpra0UOy66xXHGFcF4OCrK4ibs6X8sybN8OP/4ICxeepKpKDPj667vi7W37J9oSSM0cMjJqWbVKuPRfTqQGYpU9YQLcfjtOO8uYg8cmSx04RWw1NTVkZ2dz7NgxLl26ZHuHPyis1qlJErXDR7P7TDQndxSQeVBd70JJgomTJKQuSRzIb0/OBmPiSjVSA5HUmj4d7r+f5GlduOYauP9+nGppokj6T54UrixBQWJVg0Yj5Gh2qkKUsJifnxAymOl0ZP59mH4ODSpV3UVqAIWFQph55Ah8+KExFGpPUXZLJbWdO2v55z/zWL8+nIEDLy9SUzBkiFjsq2Uv1hJITZYbqyJbG6mBA8RWWlrKxx9/zJgxYwgNDSUhIYHk5GQiIiLo2LEj99xzDztcrAe6nGBP8XWb/p3pl1IDej1r/5uhusIqOhr6jmkDnTuzPPYuZP8AdUlNQWQkREYiSdC/vygRcxQKqRUU6Dl7VsTnevc2IwaRZWH3b8VMGsSMWmmYvX69ZaVeI+j1Qv3wwQeQJfqduZPUAMLChFKyrKycHTvEOTt0CGbo0Bir+7VUUqutreX8+Z1otXq02s5s3nz5kVpDuJpXbgmklpMDf/87fPqp8bnWSGpgJ7G99dZbJCQk8Omnn3LFFVfw888/s3fvXo4dO8aWLVt48cUXqa2tZcKECUyePJkTJ064e9wtGnY7ikgSo+7qgrePhtPFbUhXPyLJFVeAT+d4cgoC2b69TH1Sa4gzZ2DPHmRZFG2X25E+NC2+9vcfbHhecRyph1WrRCM3c9K7BujVSyTD9XpRPGyXml+jETvU2WlkHj7sVlJT0K8fFBUdR68X7+m667pbbRTakklt27ZthITouO++ODQaDRs2GOYIzQp3kJosixKH11+HixedO0ZLIDUQOiq9XqgiZbn1khrYSWxpaWmsXbuWnTt38te//pXJkyeTkpJCUlISgwYN4s477+SLL77g3LlzTJ06lfXr17t73C0WjtpkBfdOZOCjogfImjXq18UEB4sUlV5fxdat++ns70/3Ll3cQ2rnzsEnn8CSJfz6TTG//ip4yBoaOors32+c3ffta2aHfv1E0U16euNGbQ0gSWLVFhQkJPV2++BdeSWEh1OQlUXBV18xbOhQt5KaMtYjR4xqyHbtulu8Flo6qYHIqaWmetO3r9Fyy97CX3fAXSs1SRKXfWVd6aijaCmkBkbf19paKC5uvaQGdhLbTz/9REpKis3tfH19efDBB7n77rtdHlhrhFPej5LEiLE+aLUiXHb8uPrjSkkpoU+fDczw20/SmjVIavtfKYiMFKoNnY7U/N9Bltm92/Js3ZxNlmk0e+BAMzs1dAwpKLA6pIAA0fn5wQdF41K74OND1sCB5F+8SA8gzB1L6QbIySlh8+YcANq1a0tlZaTZcoXWQmpKTm3KFNHJoLjYrkW2W+Bul3472y02QksiNTAWaet0Otas2dlqSQ08qkjV4IqhcWAgDB4kw8WLbP6vuj49JSUlbN++meTkOOJTU8VKbe1a+2KEjkKSxGpHq6VDySH6tRGy9cWLG+cgLHk/7hQiOnx8RCjRLAYPho4dhXfWokU2Tfvi4xvXillDRkYGBy9eJPq22/D39xeF22pruhvghx+OGm76M2Z0x8tLavS2WhupgdD7XHedEBMdOdL05sFN0XomPh4SEoT6dvt2+/ZpaaSmIDBQR05ODtXVfq2W1MDJRqM7duzgp59+4vTp01Q3MOb7+eefVRlYa4IaLv3Du11ALvyN4SHZcPYuVTTEjYQiskzWimNkHNYxdtUqoyOvmggLEzV6K1YwoeRnjns/woULfqxfbyh5s0hqxcVw7JjYpm9fKyIUSRJKzI8+EsvBTZuEA7QdOHZM3FyvvNK8ms1UKBLSpo1InBw/Dj/9BA895Jzc0w7Mm2ec0Dz1VHfCwoyO69A6SU1BTIyQxmu1YkHfVGjKfmpDh4qatj17xOVvTQTaUkmtpqaG3Nx0NJpAunTp3WpJDZxYsc2bN4/hw4dz+PBhFi5cSE1NDYcPH2bNmjUtqhmf25CTU++/arWe8e8QwYRpAQRoa2wnpuyAOfVjYbGGLy9dw/qsBE6tyWj0XlRDnd2+v76Mq3xWgiyzebMItVpz6TeNkCrODhYRFibYCWDDBrt6phQViVqxHTtg797GrzdSP0oSzJgh7sxTpriN1E6cKGDnTmHC3K9fe7p1a1uP1C5cKGLz5tZJagqGDBGKWXekds2hqZuEdukiogLl5dbNkVsyqW3ZsoWAAInY2FhqalovqYETxPbKK6/w1ltvsWTJEnx8fHjnnXc4cuQIN9xwAx062OeS0KphUhSlZj81QCxpvLyQT5ykcI8TnRvrYEnS36YN9L+iDURFsexEF3SLl7mn94ZGIzwYvbzoUb6Lnm3PoNfDL7/o2bbNsku/EoYEO4gNhGxy+HCYM8dqYbWC0FCj4ctvv9VXsVmU9Pv7wz33iDuXm2C6Wrvppm71XktPL+bFF3MoKurZakmtIaqqcIsCWEFzdL7WaISuCepfx6Zo6aSm1WoZOzaJlBQNbtZKuR0OE1t6ejpX1RUI+fr6UlZWhiRJPPHEE3zyySeqD7DFITMTsrPVJzWAsDDKUwbz9f4+fPhyPmWl6vdTGzcOAnp1Ir8qlO07NZZ/ha4iMlKIPK68kivviqZjRz2xsbuprTVPalC/LZpdxCZJIsZV13XbHgwbJoq+q6uNnaxt1qmZfoaFhaJTqEqQZZnvvzcWZd94o9EbsqioiGXLDqDRRHHiRIcWIZkH10itpAQ+/BC+/975bs3W0BykpqBfP3F9XXNN49daA6kNGjSIYcO8uP564VzUmuEwsbVt25aSOjvy2NhYDh48CEBhYSHl7hAktEBcWLBAfVKrg/+EEVTgT1VhBRu+cmzVZk/xtb8/jJviA4mJrMvrSgnBag29MYYOhUGD8PPX0737Ntq0KbfaekbhWH9/4RTvMPLzbaoTNBoRXfT3F6HRb789Y3+dWl4efPyxuCs70i7aCvbvP8+RI8K9Z8SIWDp0ECoXJac2cWIEY8eGo9eLzjpq9rxzBq56PwYFCS9Jh+zO7ERzkhqIUOTEicbeZgpaC6m15pxaQzhMbCNHjmTlypUA3HDDDTz22GPcc8893HzzzYxT1AGXMQqLi7m0fTtDO3RQndQApMAAJt4ijrtj8VkunrPP0sARR5F+/SB2QDRV/YexMscZBrEfSk6ttrycoR07otVquXChcQT00iVjCxClVM0hZGeLGrr58+1yJZk6Vdxwli8vISZmhH11au3aiWKf0lJxHhXCuKZhSMXJ31Qo0q1bV66+WpBBSYlYZTZl52ZTqGForNid+fsLoemGDeqMrblJzRJaI6nJsp3NelswHCa2uXPnctNNNwHw3HPP8fTTT3Pu3DlmzpzJf//7X9UH2NKQERBAXFwcbQ8ccNs5Eqf3oUsPb/RJXVm9zvYsylGbLEmCq67RIGm92b/fAbspB6GQmnzxIsP27UP7449sXVvBhx9CWlr9bU1rre0KQzZETIzoNlpZKWxGbNz9fX0zaNPmJPHx8Vy6ZOeN0McHbrhB/HvqVCNjaUchy7KB2Ly8JK67rqtZ9aNyWq1WkL9aZOAI1HTpDw6Gq68WjzdudF3D1NJI7fRpIVLavLmo1ZHakSPwt7/Bt982/bhkFYscHSK2rKwsFixYwKJFizh06BAajYZnn32WX3/9lTfffNPt7gwtAQk330xAYKCQgLuLEbRaJrw8AimiHYePSGRnW97UWe/HmBhRWDpzhkz0hQPwzTeqLgVM1Y8Dx4/Hy88Pysrw27kJnQ7WravfUsa0MN0OL4DG8PISjcAU0rFiA6Hk1B56KIm77vLHoUBDu3ZCGAPirqzUJziBS5cqOXVKdHUcMCAKX99ai5L+iAhj7mb9evc2uGwId7Se6dlTfM8O2Z2ZQUsjNRCX365dFfz446lWRWogfj6y7J7+x9YgyzLHVXSnsJvYNmzYQM+ePbnvvvt4+OGHSU1N5fvvv1dtIK0FbZOSRJFVaqqwtXATIiONllIrf9ebdWxw1dD4iiugd9dKpN+WidyUvdWlNtBI0u/nJ+rONBr6lG4mKSCP2lr45Rcjlypt6cGFMEjbtkKWD2I1ZUbkYSoUiYwMcy5J3rOnKBIHcVe24X5iCWFhfrRpIzoWpKcXsHnzZquS/t69hWS+Q4f6Pc/cCXf2U7vySrF6u3hRTHQcRUskNYCEhAJyc08DHQgKaj2kBsb+gE1JbLIsc/ToUU6fPq3aMe0mthdeeIGxY8eSk5PDxYsXufPOO3n22WdVG0irwtSpYtbepo1bTzN2jIz2zGnKlqylLLt+eyDVXPr9/WH8eCpqvCn7fZNI5LgAi3VqMTEwbBiSBNdUzcdXqiY729jl2nSx7yRPCPTta3Q+XrBAaMvrYE39WFoK8+YJ/YldmDhRqDErK53urKrRSAYH/wsXKvHxibYp6Z8yBWbPNvr6uRPubhLq7y/mO8nJQk3oCFoqqRUUFHDgQBqDBrUhLCzMlp1pk8FeoYjSPbupiE0htaysLIYMGaLace0mtgMHDvDqq68SExNDWFgYb7zxBnl5eRS4dBdqpWiiKtOQUIk5PXfwYO9NBG3+3fC82q1nMtr04/3j41l2sIMo8HIS1oqvARgzBtq1I1R3iQm+G0CWWb1ayL5VIzZJEgmc0FChSKmrIbAl6f/9d1FY+9NPdq4YvbxEu+EhQ4yF4k4gNbWt4fHZs7b7zXl712/lYzcRO4im6nzdubPIH5qu2G2hJZOaklO78sr2ABw82HxiHwWOqB+VlodVVe739TQlteHDhxOs4mzNbmIrLCwk0sQOITAwkICAAAoLC1UbTKvD+fMiS6ziErohYm8ehZe3JHI56elu6acWEChRntiTQxfac2zDOevWCRZgk9RA3JVnzACNhv4Vm0jyy6G2VkTzTL0cXZ4r+fuLfNvYsTBsmF391CZPFlL08+cd4PbQULGjkzf9oqIiAgONica0NPvr42QZli8XbeNcSPOZRVORmjnYIurWQGqdOnWiUyeRqSgrE6WvzQVHJf2mL6tZitEQ7iQ1cFA8cvjwYfbv32/4k2WZI0eO1HvuD4WtW+HwYdGQyV3Tm4gIGDQInV5i3dvbWLE8TfV+alFRMHRCMMTHs+xEF6p/+c2hWIRdpKYgNhZGj0bq1pVpc8IIDhYiAtPaH1WCAB06wOjRZJw6ZVedWmCg4EJJEn5/+/Y5eD69XlwHdqo6FPXj5MnJhgDAli32Gy2bfvUupPkaoblITacTc8QPP7SskmwtpAZiVZ2cLF4/dKh5xuVMnZrp1+0uYnM3qYGDxDZu3Dj69u1r+CsvL+fqq68mNTWVvn37kpqaqvoAWzRGjxZXQlaWe23Lx4xh/olkfl7vR/6WQLc0CR0zBsL6dqRIE8aaAxF2989xiNQUjBwJN99McHQQjz4q6rjbGiNyXLpkeVdHYFipDRxI2N699fJt5pCYKL5SgKVL66s2bWL7dpFr++knmyxjKunv168nKSlCCbJ//3lKS+1XziimK5WV4rSudnFuzpWal5f4KcmyaG/T8KbamkhNQc+eoot9dHTTj8vZ4msvL+E64pRBgh1oClIDB4gtMzOTjIwMMjMzG/0pz2c0pQa5JSAkBAYNEo/duGorqanBr2cJvr6+nN0nk3Nc/Y6NWi1cPc0LundnW7uryA031766PpwiNRDT2Tpi1mqBggICAoxu/mqsPuqFH1etEhr5JUtsfkejRhktt376yQEZ+oABYjVaUSFUKBYSdebq1BQBiV4vs2PHWbvfo5LmU1xUfv/d9j6W0JykpmDyZBG+y8+vZ8naKkkNRCub++6z0FfQjXDFUUSS4JZbRA9DX9spX4fQVKQGDhBbx44d7fr7w2HECHEFnD3rlpiDklPrOmMwwwd4Iel0/PbdJbdwaOfO0HtkKHKbMBYvth6KcJrUTKEk2N5/n7wDFw0/JFeJrVFObeRIQaYHDtRvIWAGGg3MnClCk7W1DjhneXuLu0FQkGip/MsvjUjUUuuZoUONU/q0NMdqI0NDxXhB6GSc8Q1oCaQGgtSUao0NG0S+s7WSGjRdJwNTtFSbrKYkNXCyH1thYSHbt28nPz8ffQPJz+23367KwFoNAgKEVnntWvHXo4dq7U0aCkXinwrnyBeB5EnB7N0rSunUxqRJIqoaFQW1Fwrxys9uVDGtCqmB+JzKy6G2lopfVuDrcxMlSPVc9x2FWaFIfLxwf165UihDYmOt9rsLDobbbhPhUYs94cwhJERI/L76SkxyoqIM7ZWt9VNTVmwAW7Y4XvTfpYtYaW7YIJq6dupkv8qwpZCagl69BDkfPw6ffHKW1NR0hg9vfaRmiqoqIfBJTnZaZ2QX1CQ1ZU6mBjk3NamBE8S2ePFibr31VsrKyggODq6X65Ek6Y9HbCAk39u3i0rT/ftVYRxz6segpChGXwUrVojIZ3Ky+uGCwEDRTzOw6pJo5KnTCauqOkWsaqQGRuPADz4gqeIY7QLKuXAxkLIyUU7n6PVvVf04bJjIhSpNQ++91+qH15D39Pr6MnuL6NBByP8XL4Y1ayAqiqLISKtNQrt0CSM83J+LFyvYuvUMsiw7nEMdM0aE8Hr3br2kBnV2b1fBrl3nOXu2hKFDRxIaarslUVPBUVKTZeGbfemSKH52l2u+mqT27rsianLPPaL81BU0B6mBE16RTz31FHfeeSclJSUUFhZSUFBg+LukVta/tcHXV6wIJkwQU04XYU3SP3iwUBCWnitj/Q/252McQWAgorAsMRG5Vof862KQZXVJTUFwsMErKsHXuFpZsMCxw9jVemb6dLGqunjRrnwbiE22bIEvvnBAnNG/v8i5eXlRcvGizc7XkiQZwpEXL1Zw4oTjsViNBm66yajEs4WWSGoKzp07TocOJ+jZM44OHVovqYG47JRWfu5SR6odfpRl8eeqKrK5SA2cILbc3FweffRRAtxoJ9Uq0a+faHrp4s3eVp2alxdMTj5N54wVpJ5a6D4bbkmiaMRVfH80lf07q9Ft2aI+qSlIToY+fQj3N4pidu2y/0ZgT50aIMLG118vWCA9HYqLbR67vFyIHbOzRSTTbkyZQvFNN7GpoMCuztem4UhH82zmUFJiub6tJZOaklObPbsnTz/tT1JSc49IwBWX/p49xb9Hj7quXG0Id+TUlMvBlbE2J6mBE8Q2adIkdrqrOeXlAr3eKVdXe4uvu4yOYdbI00TozzlnsmcnDmSFcDxkAL+d6MyxT+chX7yoPqkpmDKFsFBjvrayUkTzbHSgsZ/UFMTHi5XbvfcK5YUNBAaKzUHYf9lLtkWlpWw+ccJIaqWlVqfArubZTFFQIKLIP/0kNE2maA2kNmzYMNq0Ca2X33S3C4Y1uNp6Jj5eaIqqqtT1cnCXUEQJuTv7mTc3qYGdObZff/3V8Piqq67imWee4fDhw6SkpDS6yU2dOlXdEbY2nD4tiqASE4V+2U445Cji7Y101ZWit8TWrVR174Nvh/YqDL4+hg2DgweiOHzsGKsyknkg7wxad90I/fwI658IdTLvwEBRo2Xtt+owqSnobbuUwRRduwrx66ZNQuzYvr0w+beERkKRvDzRnLR7d5F/M/PdDhwYhZeXhE4nu0xsbdqI3MiJE/XTia2F1EyFInq9WL3v3Qt33OFe8YU5qNFPTZIgKUm8h5MnhbjHVbhT/ejKJKIlkBrYSWzTlSmrCf72t781ek6SJHTu9GFpDaipEXLv8+dFAUvDdrpm4JRNVpcuVHftxcolVRx9+hQPfRWJn7+6+mJZ1hHfYQ+7OsRyIdeLo3sOkeIuOSYQ1tF4Q0tNhVtvtazKcprUGuL4cVECcMMNVtUhV1whHDFOnRIOGffcYz7qbFb9WFwsVmw7dghGVDoDmCAoyIfevSPYsyefgwcvUFxcRUiIc8ogSRLOZR9/LNKJixfDtGm1bN/eukgNRDhs40bxEaalCfVnU0HNJqGmxDZxomvjaipJv6OKyJZCamBnKFKv19v194cnNRDFYF26iKnmqlU2N3fF+1EzeSKZJe0oya9gzafproy6ERShSHBwOTff2RlNly4sq5lAaaIzzdLsgyk/lZWBVFRoCPRXmNSkq0ZqFRVCpXL0qM3vSqMRlltBQUJ9uHRp45mtRUl/9+4wfrx4vHy5WEqZgRKOlGXYts1+ey1zCAiA664T496/X89XX4kYamsiNRDlFgoRbNwITWVNq3bn606dBFHk57vWQMNTp2YfHM6xeWAHJkwQV/GRI0JibgGuGhp7tw3hqjuEDH/H4rPknSx3adgKGqofR4/2Jrp/DBVxXVj6u7fb8h31HP6P5cOHH1L922p++QU++UTk3VQjNTD2TQGxHLCRQAsOFmTh7S3CkaawVqcGiLhuaqpgrfnzzbr9qplnA5HbGTOmlpycHLZta0OHDq2L1BT07ClcPGpqRKmLu6E2qYGYaNxwAzzxhPMth5qK1OLjxfxcaWFjCy2N1MBOYps3b57dB8zOzmazle7FfwhERgrJN4hfohkmUMulP3F6H3r30iN36MiSVX4ut8gwJ+n38jL0CeXcOago01t2qnUBpn6RBSXeUFWFftsOMrflU1AAX3xxVj1SU9Cjh0iggUig2bCXT0iAxx8X/pbKV2aT1MDYTichQagIvvtOLEtNMGyYusRWW1uLRrONDh0qiI6OZ9Om1kdqID66KVPE9Xf4sHu7h7uD1BT06GGXXsksmnKlds01wqDAioeBAS2R1MBOYvvwww/p3r07//73vzly5Eij14uKili2bBm33HIL/fv3/+PWs5lizBgRR8nNFU2ZTKBq6xmNhomvjsWvSzx5ZzW4Ili1VqfWvr3IeT0wp4KA7/8LX34p8ogqot6KTWoLgwfj513LtSygKP8sGzcWExo6Uj1SU3DFFSJWVF0NP/xgs7NBkElpVX5+EevXb7VL0o+Xl5i2t20rYmoNwp+JiaFERooymq1bz6DXO780VoQikgRPPdWZESM0XHut04dTFc7YZLVvb/RcXLbMPc7z7iQ1V+AJPzoOu4ht/fr1vP7666xZs4ZevXoREhJCly5dSElJIS4ujvDwcO666y4SEhI4ePAg19QV3P6hERRksFMydcp3Rz+1oGCJcePE49UrdZQWOf6rt6f4unNn0Ab7ibhKbS0sWqRqF8VGzUYnTICoKILKjtLzwgLi4+LYuDFEtRYtBigJtNBQobZYtMguadjJk8W89FIOGRkpdOlip6VEQIBwme3du5FqVhRqi1VbYWEVR4865y3WUP0YHOzNxIkO2oO5Ca54P44dK9SyFy8KEY+aaCpS27tXLNbtDXh4SM052J1ju/rqq/n999/Jz8/n66+/5uGHH+bWW2/lpZdeYtu2beTm5vLKK6/Ua0bqKj788EN69+5NSEgIISEhDB06lN9MukDKssxLL71ETEwM/v7+jBkzhkMN8iRVVVU88sgjtGvXjsDAQKZOnUqOC2E0h4oWhwwRdhB1LrXuIDUF/ftDjM8FNNu2cn65Y/3oHXIUkST0V13D1vxOHN5bDSqGnRsRm7c3pwYMIL+ggJsTsukmZVNVJfQeqs/YAwOFibG3t0iC2CDsoqIitmzZiVbbnsLCGLZudeBc7dqJa8KMpZepIbIj/dkU2JL0y7L4yvJcj3Q6DFcNjf38YNo0Ub7QubN642rKldrJk2Kea09XqOYitU8/hVdftVxz19JJDZwQj4SHhzNt2jQee+wx/u///o+7776b/v37o7HLSM8xxMXF8a9//YudO3eyc+dOrrjiCqZNm2Ygr//85z+8+eabzJ07lx07dhAVFcWECRMoMZEdPf744yxcuJB58+axadMmSktLufrqq51WcDoU6tNqhSJOktxKalC36Bh+lod7rSPxxArsdRJ2xiZrT3oIy/UTWXysKyXLN8MZ1xR8Cvz967euycjI4NC5c0TfdReBAX7MlBbiV1VETo6wYVQdMTHw4IPCrNDKTUTJqQ0eHMett4qCtpUrnSy+lWVRILd3LwDDhsUaXnI0z2ZPndrmzWKs8+fbbE+nKtRy6e/aVd3+Zk0dflROYWvF2ZwrtcpKcW2YC1q0BlKDFq6KvOaaa7jyyivp2rUrXbt25Z///CdBQUFs3boVWZZ5++23+ctf/sLMmTPp1asXX331FeXl5Xz33XeAuAH997//5Y033mD8+PGkpqbyzTffcODAAVbZIcU3h+3bHV8tlJSUsGXtWrpWVLiF1BSEj+pJYI8OYln56682w2nOej/27Qsxqe2pCIvhlyNdkecvcMpppSEkybhqy8+vNQhFQkaNgr59aTOmL1NvCSIgQGgw3AJTBYtO18j6pKFQZOBA0fxArxfF0Ha3uVFw7JjItf36K6SnM2BAe7y9xc/SEWKzt/i6f38Rcb10SdS3NYWjh7taz1y65Jr8vzlyakpnr7w8y9Gf5g4/KuNqeAm1FlIDJ9vWNAd0Oh0//fQTZWVlDB06lMzMTM6ePctEk2pHX19fRo8eTVpaGvfddx+7du2ipqam3jYxMTH06tWLtLQ0Jk2aZPF8VVVVVJlMaYvrfAVnzapBr6+xO7VUWlrK9o0b6b1hA5H+/tT27i0c4N2FyZPRfPghR7cXk195mBF3m8/96HQ6du3aRW1tLQPrsvI1DpDT1dfAp9mdOb6tkG178xmwfDmyA04rlhAc7M25cxKFhTKDBg0iKCiImtpag2NHF/Q8mKjH11cVLrWMigqkn35CKipCf9ddEBBAcXEx27ZtIzExkcTERMPnNXky5OZqOH8efvhBZtYs2b5OAACdOiH16IF08CB8/z3es2fTp087du3K5/Dhi+TmFhkEJZZQW1trsLkbMGAAsixb/C69vUU476uvNOzbBx066N1Vbw/AyZMnyczMZPDgwQQEBDh0jVnD7t2wbJmGbt1krr/ecXYuLCxk27ZtdOvWjfj4eNXGZQvBweDnp6GsDE6f1hMfX//1mpoaduzYgbe3N6mpqYYa4aZEdbUGnU7ULysfiyzLHD9+nOzsbIYMGYKfn5/qn5max2vxxHbgwAGGDh1KZWUlQUFBLFy4kOTkZNLS0gBo36CgqH379mTV1Y6dPXsWHx+fRiq69u3bc7ahiV4DvPrqq7z88suNnt+yZYVTBtBZvr4UnThB1euvc2riRDt7oDgHfU04qze2h7RjZOlOEhZvffuVDrn7GuEfEsYB3wC+ORhDVv9y/JYtc+o4CoqLtWRkTAYk2ratNHzHjaDXE3juHGXR0ZSXe+PnV6v6x+lVVUXHLVvQlpZSfuoU2WPGGMKTx48f53iDJElYmA/bt3fkxAkNZ89eoFcv+4UfklZLXFERAfn51L74Iomxg9hVlyZ9/vmFTJ9uvwp0hZ2FXn5+bdm3L4J335WZOPEUoaFuMtOuwybTltgqoLDQl+PHEzh2DCoqsmjXzrqS1RIOHz7M4cOHVR2bLVy4EEtOThA//nieHj0sK8h/d6Ulugs4fDiJqiov1q3LJCSk8XWxYcMGt5y3vFydOlxoBcTWrVs39u7dS2FhIQsWLGD27NmsX7/e8HrDsJ49vazs2ea5557jySefNPy/uLiY+Ph4Jk6cSEhICOfPQ0SE5f1LS0vZunUr8fHxdO3aFWn0aDTvvw+VlfSMjkZW6tzcgcl69BfWse+QluIdgdx0Vype3uL9NlypuWJoPGUKfNNOIjMzlQKNzB2THVipmME771xErxcHuPHGAK688srGG9XWIn37LVJuLkfixvFLRicGD5YZPdoNMbXhw9F8/jlVJSXo9u8n6MYbSbJiN9+7N+zcKTFzZud6JQF2YcIENF98AefP87fYKubX2bOmpen4+OMpZq/Xhis1R4qvp0yBb76RyMyUKCrqynXX6V1tTFEPpiu1kJAQ9Q5sgsBAiX37JCCJKVNkuyygTFdqCW6LZ1tHWJjEypUScXFJXHmluG5NV2r9+/dvVvXjvn0aampg0qTOtGlTf6UW5PCFbT+K7ei2YS+cJrbq6moyMzPp3LmzW90MfHx8DDeTAQMGsGPHDt555x3+9Kc/AWJVFm2STc7Pzzes4qKioqiurqagoKDeqi0/P59hw4ZZPa+vry++ZlRr3t5aFi3ScuiQMGVVYuamKCkpYdu2bSQkJBhzaj4+wlbpt99g/Xro08f+0n4nMOVPqWTct59LJf5s3axhzHhvdDodO3fuRKfTMWzYMFVc+q+9Fj78UJS0nTsHHXzPiQJ1B/OIGRkZ/PKLn+H/06d7odWa+XFrtULkkZODvHoDNb7xbN7sR+fOwndaVcTGUjJlCmfffptOYWGEl5VZbUvUp48gN6dSqFotzJ4Nn31Gj5ICRncLY/2xGo4fL2D79nxGjIirt3ltbS27d+9Go9E4bZN1ww3iuysshLNnvVQx5wWxoj116hTDhw93a+frCROEG1p2tjD4UfqeWUJBQQHbt28nOTm5WevUEhPF7cDbW3ztNTU17Ny5Ex8fnxYj6ffyEiHT9PSj5OTkMGLECLfn1NTsGuLw/Lq8vJy77rqLgIAAevbsyek6Kdijjz7Kv/71L9UGZgmyLFNVVUViYiJRUVH1wmjV1dWsX7/eQFr9+/dHq9XW2+bMmTMcPHjQJrFZgiQZ+cicqYhV9ePAgeKmX1EBa9c6dX57EZAQyZQ/p0JKChu3eHPmjBuahCKECDNnClPgDhnrRL+U3bsdOkZGRgb79x9l714xQWnbVjh7WMTEiRAbS0poNv1K1iPr9CxY4IRwwwaKiorYdP48fldeSXh4uKgMtiFnM/26jx51sF1eaKiocfPz4+5bjHr2zz47UG8ztVz6g4JEe7q77lLHcR7cJxQxh9BQGDRIPF61ynqFRksqvo6NheeeE5VAzS0UaQhZFhKA2FiZjIxjrUIoYg4OE9tzzz3Hvn37WLduHX5+xhn2+PHj+eGHH1Qd3J///Gc2btzIqVOnOHDgAH/5y19Yt24dt956K5Ik8fjjj/PKK6+wcOFCDh48yJw5cwgICOCWW24BIDQ0lLvuuounnnqK1atXs2fPHmbNmkVKSgrjFVNaJ2DJVMSmpF+jETEgEE7vNvJ8rqLnqHC6dZeoqdHz7runqKpyQ5NQhAQ7KgpRlyXLwujXznIDxftRrx9Jaan4vK66ykZ7Em9vcUf292dK221EXDhCaSksXKieys9U/Rh/882iM7peL2y37JDFrl0L8+bZ3ajbiOhoeOwxrn1mEm3aiIjBjz8eo7BQ5JDUbj2TkCAWwGqgKUlNwciRor7t3Dk4cMD8Ni2J1EDcBry9Wx6pgZiYzZ4tM2LEUc6ePdUqSQ2cILZFixYxd+5cRowYUe/GnZycTHq6ug7z586d47bbbqNbt26MGzeObdu2sXz5ciZMmADAs88+y+OPP86DDz7IgAEDyM3NZcWKFfW+iLfeeovp06dzww03MHz4cAICAli8eLFLF1FQkNFecNUqoc6zu04tMVHcJPv0wfFEjGOQJJg8WceFM6co2pZL+4po9zQJVTBkCGfCktmUHm1XFbWpofHatcbvzK6Wfm3awIwZaL30XB+4DO3Fs6SnCwd4V9HI+1GShJQwORluvtl6k7g6dOqkOOs7WPsI4O+Pv7+WWbOSAaioqOX774+6vZ/amTPOm8k0B6mBiJ6MGCHmVOac0FoaqSlQSM3bu+WQGrQuSb81SLLs2Bw3ICCAgwcP0qlTJ4KDg9m3bx+dOnVi3759jBo1iiJbLY9bKYqLiwkNDaWoqIiQkBBqamDuXFHmNGhQORrNBvuLr/V6t6oiFSh1ajkL0+lVeoEenXWiANlNub2iInj3tUp0W3dyS489dL26K1goqTAltTZtwkhIEAXOPj5w4YIDDuirV8PGjewp6sQvQbcieXtx5500klHb/x7sMDS2E2lpIlzt5SXysXFxtvcxxb5t2fQdIqIgqT2Cee/TXoB7SK2mBt5+W/gyjxkj/uxFc5GagpoaMYcyCSABLZvUFi/eRVpaJF26JHDffS2jnLi5Sa3hPdYVOPyJDhw4kKVLlxr+r9zEP/30U4ZaTYxcXtBqRaqnqqqKH37IISws0f7ia1NSk2W3OLqaFl9Pf2kmPZK9RSMoE0sytREaCoNG+kH37iw62p2SdbvMegc1bD2zf7/RtWPsWAfbeowdCwMHkvrnKfTt78XAgc47UzhEallZYrluZV44dKhY5Ol0ojlpAzN/m+gzKI6BXcTdes+REjI3Zrqtn5pWa7Su3LBBCDLsQXOTGoixtyZS27JlC4GBGgICEsjP17jF0NlRKKS2f38e27eP5ZtvWudKTYHDxPbqq6/yl7/8hQceeIDa2lreeecdJkyYwJdffsk///lPd4yxxSI+voTq6uNERYUSFdXVcUeRwkL4/nvRtVJFNHIUCQgQfWckieIdxzi6VN2QsSnGjYOoXu0oj0xg0dHuyAsXgUl9irl+ar/+atzfYf9sjUYk5SIimDpV1HE7c993iNSKi+Hrr4UVVl1o0ByUCGa7dmKX+fMdDPNJEnc8bhQ5bV6Yg7eNtjquICXF6KLy88+2LbdaAqmZQpZFS5s9e4paNKlptVrGjeuPv78gtQsXmndcpiu11NTB6PW+thpctHg4TGzDhg0jLS2N8vJyOnfuzIoVK2jfvj1btmyhvztrs1oYSkpKSEvbzI03+vC3v0XSsaMTGu+SErGi2b3bSaPBxrBokxUXx8WUMXywYyDz38vjQpaDywc74e0tSgC03TuRrk9ka/tphtCnpSahixcb93elMYRGg1AtbtqEXg/2pnwdDj+GhIhWNwC//y5ssSzA11d4K/v4QGamY73Eamtr6ZxUgp+f+Jl+t8+L8i++tVuY4wyuukqkLwsKrC/uWxqpAezZAx9/XMGnn2bTvXvLJbVBgwbh7e1l6HfmZg2ZVTQMP/r4iLx/S+gE4QocIraamhruuOMOAgIC+Oqrrzh48CCHDx/mm2++ISUlxV1jbHEwFYoMHNgVX18nvR/j46FfP/F4yRKXQ5K2vB/bXjOc2FiordTxy6uH0evcYxQYEQGTpnhB376syu7GmbOSRVLLyxMCURAelC65jV28CP/7H7oVq/n633l8/bVtF3Wnc2pDhwrjRVkWQhkrRtAREWLBfNNNYKW+ux4UoUhgoDc33dQDgOIqiZ92VInVoonRt5rw84MZM8Rqc+9e803FWyKpAURHF3D2bBZabSzV1S2X1BShSHMTm7mcmlKe8ociNq1Wy8KFC901llYBS+pHWRYzxn37HDzg+PGiR1d+Po71PqkPewyNJa03U//cC19vHdkZNWxdq56FTUP07w/de0jodLB06VmO7d3L8M6dG9mbLVlifGyXGtIawsNh8GC8NDKRRzdAWRkLF1o2ynVJKCJJIu6pNCj9/nsRb7SA5GTR6MEeNFQ/3ntvH8Nrnx3wF+d2qH+SY+jY0dhKsCGxtVRSKygoYPfuNCZMCCEsLIwNG5rG4NkWrEn6lVywSs0xHIIlocgfktgAZsyYwaJFi9wwlNaBrVu3mlU/HjwoSpyWLxf113YjIECoUADWrXPKrtwRl/7QblFMeqATDBzImq2BbovvS5Igqj59cungv4bRR47QZtmyevk2qJ9fc5nYQNhRJCQwseMxYnO2UVFSy48/NuYBVdSPSkfsiAhBat9/b1dFdlGRqLkzt6k5Sf+QIdEkJ4cDsClD5sjwmfWb17kBo0eLVeb11xufa8mkpuTUZs6MwcdHkMWJE807Llt1aqYrtqYkYWvqx+YkNhWtIh0ntqSkJP7+979z3XXX8eqrr/Luu+/W+7vc0aFDB7Pqx549Rfv6igqhQHcIffqIaXJNjRCSOHCVO9N6JnVmIkk9tNTWihusu8zDz57NwMdnLwPHjyMgJETc/E26U5eVCWEhiCJhJSrrEjQauP56vNoEc33H7finHyAvV8bUT1ZNST9+fsItJDBQrBht+pSKDsr79jVuG2OpTk2SJO65p7dhu//OM0kenj7tFlWtl4gkG95OayC1Tp06ERAgDH5AnZpGZ2FP8XVEhLhndOni5k4VJrAl6VcEQ+4sd7WEI0csG0I7CoeJ7bPPPqNNmzbs2rWLTz75hLfeesvw9/bbb6s2sJaKrl3Nqx9NTUV27RKuJHZDkuDqq8Xd5OJFu6cuzvZTU1ZTfr4yubvOsuMby+IHZ1Evp9a+PdXTrmdZRjcK9p02dN1etcr4Q7rmGic9Fs0hMBBuuok2QbXMbLcR6VQGO3YIMlGV1BSEhQlPsWuvtXlHUCKYGo1wyti+XTxvq/h61qwe+PiIm+NXXx2iulonDvDll+6dnQAHDx5n3rwiunZ1r/ejo7Ak6R86VPyUsrMd/B2qBHsdRby84IEHxGXTFCske+rUAgLEJDM83P3jMcWFCxfYsEG9JbbDxJaZmWnxL8MRyVcrhTVJf0KCMMGVZbHwcuheExEBt94qrvTAQJubO0tqCkJC4KpeWQwuWUW/Uz+rqjk2JxRZtjuK7f5jmH84Gd3KNXDqlPphSFPExMC0aXQJv8SoTrkgy/zySwXr129Rl9QUtGljZGZFd24BHTuKiCkIUWVmpm1HkXbtApg5U7j8XrhQwS+/nBSrRUkScXCHvbvsw/Hjx5k/v4Ty8hTWrAlxJ386BGt1akFBwtwnIqJpu4RDy7TJAvuLr/v0gXvvFeWhTYULFy6wbds2AgI6297YTrSMkvfLCBMnivtNXh6Gnlp2o1Mnu2IArpKagpSrOzJlkh6tvkoULqkQ0rKkfhwzBvwSosgN6MLqjER0Py5g8a/iLhkQYFTPq4qUFLjjDkY/P5LknuV06ZJG9+6d1Cc1U+j1omDtf/+zqiQaMkSEr2tr9bzxRjbl5bZd+u++26g8/uyzAyKGNXOmILfdu827crsAJfx4111JtGnjR26uYbHdrLCn+PrKK4XJTlMq/p0lNVk2bwemFprbUcQaFFLr1asX0dHtVDuuw6Wsd955p9XXP//8c6cHczkgKEjcpJctgzVrxAzI4TCDXi9iVBER0Ln+LEYtUgPEDXH6dPjwQ/S5Z8j8fjudZznvHmOJ1EAsaKbPkJhX3pW03aUUbPfj/AUxr5o0qbFzhGro2JGSoiKCg9Po3KkTXZ312rIXGo14syDUREFBjb5DUEKStWzZkkV5uZbTpweh0Vi/EY4d24HExFAyM4tYufIUp04VkdCzp8j4//ILbNkiCucc8cOygIY5tSlTRMRz3Tphet2gv2+TwV5HETMdp9wKZ0nt6FExD4qPF12L1EZrIbWOHTsSFqZePzaHV2wFBQX1/vLz81mzZg0///wzhU4o+i5HDBggEu+33upk7HzbNiGvXLy4nnROVVJTEBKCbsrVfLW3D19/VsXJDXlOHcYaqSno3h0GD/OCnj356Ohow/OqhyFNoOTUkuLj6bpnD3z9NafTawy1c27B+PFGC48ffzRbqFRbW8vevdu44ooLdOoUS02Nl83UqkYjGVZtsgyff15nZ5+aakzwrlsnCM4FmBOK9O4tvj+dThBcc9hAOWOTVVMjFrPuFGe4En4MChKKXXfU3DtDat99JzxDVfazb4SGpKY2HF6xmatj0+v1PPjggy2q0r85odGIhZDT6N9fkFthoVj2TZ7sHlKrg1fvnkT1LiJrYzW/vHmSB1LCCQizf8prD6kpmDABTp8O4FB+AGAUU7gDpkKRLhERsGwZ+eclvlx9HLlHMuHhkntCVYqXVmmpsBv59lvR9KxuJWcqFJk8uT99+3rRvr19SrQ5c3rxwgub0etlPv/8IC++OAwvLw0MHiwSSmvWiLukLDulxrGkflT0TadPC57esKFp8zDOej9+8YVIC4BKqtsGcDWnpog0iovF16fWStPZlVpRkbjtqCbkMgNzpKb2REmVHJtGo+GJJ57grbfeUuNwLRuXLjmcx7h0ycEvzsdH3EUAtm1Dl5XlNlJTMP5P/WkXLlNSqGfJ5/l2v0VHSA2E5daAAaLjNsCAATKR2bucqt+zhkbqx7AwuOEGIoIq6CPtR846zYIF4ofsFnh7Cy+tyEjhEvLtt1BRYVb9GBdXn9SsXSsxMUFcdZW4sefmlvL776eML44cKcIEV12lKqkpCAoShwbRiqephBmuGBorhkhbt6qvrVFDKOLvb9SKqbVqcyX8qOT63JUasLRS+/FH0c1dLagmHklPT6fWjW4ILQaffCIsRuzEli3wwQeihYlDSEqCPn3Q63Scfvddaioq3EZqANogX2b+X1c0qX04XBLP3r2293GU1BSY1hdd2y9ThFx/+EG1eJFFSX9CAtJVV3JllxNEn99P2anzZou3VYOfnyCakBAoKKA2J8eq+lGWYf16+PRT6x+FaU3bp5/uN74gSUJQopCaTme3Tb+9dWo9ewqB1P33N00ey1WX/tRUMU/Mz1fNjhVQV/2orNouqVDG5WpOTTGXcAexWSI1WRZlGWrObR0ORT755JP1/i/LMmfOnGHp0qXMdkf2s6VBlkUBVvfuQs5nA4GB4sa5fr2wVXKkPkQ3YQLZa9agKS1lWFUV3m6umowZGMsVVeLt/fab8G20NF5nSQ0auI3cGQHrAoRVxJIlhi4EzsJmndqAAWjPn+eG6n18sieAXN+B/PZbiEvmy1YRGgqzZlFbXMy2c+cAy5L+8nLhm1laKspFpk0z/1FMmZJIdHQgZ86UsXhxOmfPlhEV1aBEpLYWfvoJTp4U7ijdulkcoqPF18OG2dxEFajResbPT0j/d+8W81E10jlqS/rbtBGk6+qN3VVSq6kxpvTtuLU5BGs5teJicc2rGf50eMW2Z8+een/794sZ4xtvvPGHKNAmIkLcgey0F0lJEaK42lrHSo10Oh3bDxzg/ODBxMXF4b1rl/j23Yxhw0ST7+qiCn55eS9ybeO4mCukVlAg8jMgFqXdBwZzJPUWvj3QG92e/bii6rC7+HrSJML6dODa7oeQjhxm1w49u3c7fVqbqG3btj6pVVaavRACA+G664wGxJbG5O2t4Y47RNNRnU7myy8PNt5IoxHxTaUZ3MmTZo/lqqPI8ePuET6o2U8tNVX8e+iQ67J6d9SpKR+7K2FxNdSPympNo1F3NW5LKKLkQCMi1Dunw8S2du3aen+rV69m3rx53HvvvW5pgNjioHSE3rULcnJsbq4k3bVaoSOwxyTZVCjS98Yb8Ro/XjhbBAW5OHjb0GhgxlQdCdkbucpnJdKa+gTuCqmBWAkqOaSpU8WN5pddcZxoM5DVmZ2EGtSJmJFDjiIaDVx7LUmD2nLFPZ1Bo+HUKYdPaRca5dQuXYKPP7ZYc5aQIHragfisLBnk3nVX/Zo2ueGxNBph0690Op03r1HRuKuktnmzUNE1tAZzFWo3CY2LEzfNmhpRy+4s3FV8HRsrviZnG+SqJelXGuEGBKi3erJH/ai4w8TEqHNOcILYKioqKDfRJWdlZfH222+zYsUK9UbVkhEfL7T8YLe9SFiYsbTo99+td1I2q34cPbpJC4dCwryY89cOtA8qE8nButm+q6QGjXuv+fuLkBtxcaRV9edofluxwnCgLYtTNlm+vjBrFiNmRHDjjYID1IZZm6xz58R727LFYrXz8OEiclhbKz4Kc6banTq1Ydw40eMnPb2Q9evN5NK8vIRfk3Kw779HYXA1vB+Tk8WE7dQph9LOVuGOzteSZFREKqIlR+FOR5Hu3UW02BnVptp1arGxRnNmV2GvpF9Zsal1XnCC2KZNm8b//vc/AAoLCxk0aBBvvPEG06ZN40M1ZS0tGRMmiDvymTN2h86GDhVfXEWFWJSYg12S/jNnjFeCO9G9u8FNNvfLlRzeftBlUquuNjavDAsTN3CAHj1g6DAJunVjUU5/Ci7osHcJ5ar3oySJ80tn8mDtWmS9rIptlEXvx5QU46p/1SqzjKDUzYeFidCtiW90PdQXkRwwPxAvL2HRn5QklizffUfGunWqGBqHhRkdY1ascL1FnDtITUFqKjz2mLHczxG0dpssexEdLQJDs2a5PjZ7SU0RjkAzr9h2797NyLpmTfPnzycqKoqsrCz+97///SHc/QGRDBk3Tsit7LzINRqxQvHxEYuvhjcqu0jt6FEhmVuwoGnswCdOZHdVT+au6sivL+9m6JChTpMaCDWkkke48sr6Evfx4yE+wYvKbn35KfhOanvYblyrmqFxWRl8+SVVqzfx0ysnHO/O0AC2DI0ZOhRGjBCPf/1VfK8N4O8vZvF+fpZ1H9OnJ9G2rZCvLVhwnEuXLPRLUkoPOnXiwoULnD51SjWX/sGDxQ2pstJ6x21bcCepgfgcnbl0m4rUZFlMDOwtC2pNjiLWUFMj5npxcdBOPUctx4mtvLzc8CGuWLGCmTNnotFoGDJkCFlZWeqNrKWjf3949FFRlGUnYmPhiSfEPc00hm138XXHjoJUL150ojeOE9BqqR3VhfLKCkoKozk537Xv15rpsZeXEE4EhPuTVxNhXNVaSN6o6tIfGAhjxpBV1IbDq/LYvOi82c7R9sAmqSkYN04sI2RZeCqZMU2OjobHHxchKnM5D19fb26/vScAVVU6vv32iOWBabUc79+f/f37kzpjhmou/RqN+C41Gjh82HbHcnNwN6k1RFmZfQTSlCu1t9+GN96wL1R6uZAaGEt2777b7jWCXXCqH9uiRYvIzs7m999/Z2Jdk8z8/HxCQkLUG1lLhyQ5Jebw9zc+1usdtMkyJKQQFadu7qaQkZHBeX0uU+9NRKvV8vtves7kOhenk2UjsWm1xmicKUJDjZ6+3t4gX7gIH33USEziltYzQ4fSdVIiw+NPw5Ej/PK/QvLzHTuE3aQG4k1ec42Ig9bWYqnls2k9UUVF445GpsbIn366v7GIpA7Hjx8n/fRp+l99tZHUzp2zSwBlC1FRwtQZxKrNkbrApia1RYsEgVgQiRrQ1OFH5b5gS/jsTlJbvlwQrLMKYXfbZDkCh4ntr3/9K08//TQJCQkMHjyYoUOFae6KFStIVXS1fzSkp8NXX9nVPVlBdja8/76eX37Z65ijSFKSsZPiokUOtuu2H6ZCkSse6Ee3KZ3Q9U5l/s8apxwnDh0yps1GjzZKnBsiKUm4sk+eDFLaZnHz/eEHQwzTXlKrqanh4Ycfpm3btrRt25ZHHnnErIFAVVUV99xzD4mdOhF88808svr/yCn8kepdB5n3Wand8nBLpGZ1HHXqTEaMgJtuYs4dd+Dj40NQUJDhb0ud72NenhBTLlhQn/969mzH0KEiOXHgwAV27Ph/9s47PKpya/u/mfTeC4EEQi+hhxp6RzoIKIKgKCqKB7GLeuCI4PFYUOw0KdIREKUjPUASeoAkQBLSCek90/b3x5OZzCSTyUwSfH2/99zXlXMw2bNnz5699/2ste51r+q+lB9++CFjxoxh4sSJlb2mWVnimt20qUHIbeBA0fc4cqRYeevOa3AwLi4utG3btppB+l9FaqWlpbRs2RJ3d3fs7cWC0pQ60hSp/fbbb3Tp0gUnJycCAgL44Ycf6n1833zzDZ9+GsqyZXY8//zEaseif/3MnDmT+Pj4aqT2zTffEBoaip2dHRNr8PPTPw/GkJcnfsrKTH93xq7pjIwMo6RW23Vw7VoqEyZMxMvLi+DgYEAESfWFxcT2+OOPk5SURFRUFIf0VBBDhw79v2GpVRVqtWhQS0iAEyfMftmlS2quXk3l5Ek3QkMtdBQZPlx0ThcUiDECDYyq6keZDCYsCMLVXU52tsVDvgHTaciq0PWzjBqF2rcR5fllsHUr+Q8fmh2pLVu2jLNnz3Lz5k1u3rzJmTNnWL58ebXtVCoVjRo14tixYxQUFPDz9u3sjllPRt4pck5Hs/uXslo/q6lIrdbjsLYWBcaK0Gz+/PkUZWdTVFREUVGRbuFobS1SaPfuVZ8MXW2cjR7i4uLQaDQsWbKE559/vvIPrq7C7qu8vEHIzc4Onn1WaI5kMiPn9eefef3113Xq6b8yUvvwww9p0qQJIJq1AWJjjZepTZHaoUOHmD9/PitXrqSgoICbN28yqAEmKQQEBDB9+vt06/Z8tWhXe/1ER0ezd+9eLly4QHh4eLVILSAggPfff9/wO64C/fNgDNpo0c7O9HdX9Zo+ceIEb7zxhtFIzdR1oFLBE0/MJy4Obty4r+uJfvvtt809dTWiTpZa/v7+dO3aFblcTkFBAXv37tWx8f85WFlVGuhduGCWYlGtVuPuHom9vQI3t2DOnLHQUcTWVuTstGOYG9CKuyZJv6OjqIHJZRqu740nfssFi/arT2zmunwUltuyUZrF7viulCYkEv/ll2L0jBnpx3Xr1vH+++/TqFEjGjVqxOLFi1m7dm217ZycnPjXv/5FixYtkMlk9O7fn8HDhuLgfB5rFwfuJNpw6lTN71Nb+tHc49AhLU14sFXp1vX1rbzMTpwwFI1Om9YGFxcxRmLr1tsUFYnMgVbS/+abb/LUU0/hrV+dt7WFGTNE45yW3My03zIH1tZVzmvv3gwePJizZ8/+paR2+fJlDhw4wLvvvguIOreHh0iuxFYZHF9b+vGDDz7gww8/ZNCgQVhZWeHh4dEgz7zJkyczbNhEHB29qxHbunXrWLx4Mfn5+ZSUlPDPf/6TzZs3G93HxIkTDb9jPVQ9D8agJTZf35q/O+0xaa9pGxsbxo0bx8mTJ42mH6vdX3r7evAAcnIS6NJlGo0aOevI+vZtE7ViM2ExsU2bNo1vvvkGEKFtaGgo06ZNo1OnTuzevbveB/S/Ei1bCmmPJIlGLRN6cW1NTS5X8PLLQVhZWXHhQh0WzI0bC631qFENNk2xtj61oCAY1i6N0bbHaX7nsNmEmpEhhhWAGH/SrJl5x1NUBKm5jtxw78mvV5wJKiykdYWDhynk5uaSkpJCF22/IdClSxeSkpLIr8XeoaysjIjLlwl7dhrj3uuIs5tVjae3NlKz+Dg0Gjb+8Qee771Hh7Zt+Xz5cjR611KXLuJHqzfRPoicnW158knxgC0qUrJ9e6x5fWpacgsOFuS2eXODkNvly6JWoy8kKSsrIyIigubNm/9lpKZSqXj++ef59ttvsauw0pDJKqM2/XRkbaRWXFzMpUuXKCgooG3btvj7+zN9+nQyjIwkqgu05Xp9YtNePy4uLrqaWp8+fcy6jvVh7DxUhSRV9tdWlQ5ov7tOnToZXNPamtrIkSNJTU0165j095WaCn36LOLOnZ0UFOTrxp5pdRv1gcXEdvr0aZ3cf8+ePUiSRF5eHl9//TXLli2r9wH9r8WoUZW9bReMRzNVhSLt29vQubO4qPburYMZb79+omrfADYB5jZf953WhF4T/JEhianbBbUPB/z998p/WzJ7rVEj6N+/kKT8fKI8p5AnaynGstQivSuqeOLr1xK0/y400WwlSRLPPfccrVq1YvLMmXTuKmfBAggKlMR76uUkzRGKWHocry5cSOyNGzz8+GPWjhnDV599xleffWawzWOPiVRtUZE4/Vre009HfvNNhPl9alXJbdOmmu1OzER2tij9aoUk2vMaHByMl5fXXyYU+fzzz+nUqVO1dKHW8f/OHdGmYI5QJDc3F0mS2LRpE4cPH+bu3bvY2Ngwa9asBjlWLZnoqzW110h+fr6upmbOdVwVNZ0HfSgUlalZJz3bUYN7YvJk3TWtVqt1NbUOHTqYdUxV95WSAoGBYZSVZeLh4UGzihXvm2++afZnqwkWE1t+fj6enp6AyDlPmTIFR0dHxowZw507d+p9QKawYsUKZDIZCxcu1P1OkiSWLFlCQEAADg4ODBo0iJtVtNrl5eUsWLAAb29vnJycGD9+PCkNUDA3gJOTsD0HkSuqYtVdk/px1ChxUWdlWVSiqw6FonapVw2w2FFk9Gjw96c8v4xL//mzVu20vtuIJcQm0i9n6dfPEbe27dhdNJI8rxYiWjUB54qnhP4KUvvvmlRkkiTx0ksvERsby969e5HLxa1hZyuJouKWLWTuDae83Hz1o6XH0a1bN3yaN8dqzhx6t23LO336sP2HHwwMDm1tRX+bjY0QxWoj4dBQfzp3FsXJq1dzcXdva76k38amktz8/S1z6jaCAQN0Aw04f16c11u3brFgwQI6dOjwl5DavXv3+Pbbb/msysIARFrX11dcttHR5qkftd/lq6++StOmTXF2dmbp0qUcP36cYlNWQmbC21sck9Z8WJIk0irKGm3bttVdL7Vdx1Vh6jzoQxv929pWDkc2dk9oz8OZM2d0NTVzjsnYvpKTNWzaNJw+fcIoKirSfd7Jkyeb9dlMwWJiCwwM5Pz58xQXF3Po0CFd2Jibm4v9oxriA0RGRvLTTz/RqVMng99/+umnfPHFF3zzzTdERkbi7+/P8OHDDVYPCxcuZM+ePWzbto2zZ89SVFTE2LFjUTf0dLsuXURaUKkUta8KmJL0OzhU1pwyM81y6KqO4mIhi9+61eLVdp1ssqytUU2exurrvdh/xp2r39U8k6ekBI4eFf/29xftf+ZAX/34/PONCQiAksA2bLeagdLWyeRrPTw8aNKkCVf1Zu9cvXqVwMBAow97SZJ4+eWXiYiI4MiRI4bbyGTg50dMljerV5Wx+z93uHDBPEm/pcehg6cnPP00cjs7sWD55ReD4Wc+PqLe1rYtdO6sPUwZ48dXehJt355Q8/6NQUtudR77Xgk7O9GmJ0kSb775MufOneftt98mNDT0LxtGfObMGR4+fEiHDh3w9/dn8uTJFBQU4O/vT0REBP36wahRKrKyLpol6Xd3dycoKAiZkexITS0WlsDPT1iUeXtXSvrz8vJo3Lgxd/UWrGZdP3qo7TxooVaLJmmt+0dN94Rarcbb2xuVSqWrqdV2TMb2VVoKqak55Off5623XsXR0RHHClaPiIggKyvL4nOoD4tdixcuXMhTTz2Fs7MzQUFBuvD29OnTdOzY0fSL64iioiKeeuopVq9ebZDulCSJlStXsnjxYh3Lb9iwAT8/P7Zs2cILL7xAfn4+a9euZdOmTQwbNgyAzZs3ExgYyLFjxxhprKEKEeWV6z1MCipSbkqlEqUp149Ro4QAoH17UCpRq9VcunQJlUpFjwqZftXXN29eWcdXq+swTdbGBpmnJ7KHD2HHDjTPPWfWwykxMZHY2Fh69eqFs7Oz6c9VFR4utJvcilPrEtj/qwqfttfwHdS+2mb79skoLRWX2ZgxGtRqda2fr6CggIsXLxIcHExwcDCSpGTyZFi9Wk5KOhw4oOKxxyTh2NGihdHR008//TTLli2jZ8+eAHz88cc888wzKJVKJEkyeEC9+uqrnDt3jiNHjhg/D126YH+nFOUNBRG7b1FSZs9TiwcgSVKt58zUcSjUCmytKr+nnTt3MnLkSFxcXLgcH88nkZG81LEj6sRENDdvVubQEJdX+/aCd5VKuHv3Lh06KLC3t6KsTM3GjTf56KM+2Ntbo1KpKFeUU1ZehkqlorCwELlcjq2xa0Qu1+WkZGfPIvn4mBx5UxPatYOTJ1/lXvxZ5sz+gm7dmhEYGGjZNVYPTJ48maFDh6LSqLCWW3P+/Hmef/55IiMj8fLyAkqIjIzExcWarl27otFoDOqZxjB37ly++uorhgwZgqenJ0uWLGHIkCHY2dnV63OpVCrxHZWXo1KpuHz5MqmpqfTv35/Zs2fXeP2Y2of2O9aeBy2qngftfjw8QNsJolQavyceZj3k8qXLPPHEE/z444+MqVAz1XRMWhjbV0KCBjs7D7y9W7J69dd88MEHumCkcePGNYpgzIVMqsNyIyoqiuTkZIYPH64LTf/44w/c3d0J0xoANiBmz56Np6cnX375JYMGDaJLly6sXLmS+Ph4WrRoweXLlw166CZMmIC7uzsbNmzgzz//ZOjQoeTk5BhEJJ07d2bixIksXbrU6HsuWbLE6N+2bNmiW1n8nWBVXk6zgwexLi0lr0ULHlTcCI8SkgSXNkNOnBqr1p4MeKIAG5vKyykmxoOlS/tQWiqIZ/HiC/ToUbv4oyY8eODIpUu+9OuXRrPkK/hcv05hYCBpYWHV6owqlYq1a9dyumJGzsCBA5k7dy7Xi6+z4acNtHBswYL5C8jMzGTevHnY2NgYrNgHDhzISy+9ZPBh8/anEnnRD2TQfZoKz04O1IaajiOmNIaV366kpWNL3l4g5M3vvfceiYmJaDQaPD09GTZsGE8MGIBjTg55JpSgkiTOjZ9fCR9/nEZUlEiNrVrVlMBAW7Zu3cr27dsNXtOhQwc+/vjjGvfpnJJC4zNnkORy0vv2pTAwsNbPqg/teZXJbZDJ5NhYy5DJjJzXRwhJkvgu+TsC7QNpktGEzz75jC1bttR5f2q1mg0bNnCiombQsWNHnn/++XrZzAEmv5+arp+q0aWxfbRp34Zly5ZhI69c+N24cYMVK1aYPA813RP+of70m9WPYW7D2L5he63HZGpfXp0D6DxwLs0VPpw9+R337t1DrVZTUlJioOOoK+pEbAAKhYKEhARatGjxSMfVbNu2jY8//pjIyEjs7e0NiC08PJywsDBSU1MJ0HPQnDdvHvfv3+fw4cNs2bKFZ555xiD6AqG8CQ4O5scffzT6vsYitsDAQLKyssxyWFGr1Vw5dw77W7do8+yz2JiZ3ikvhyNHZHToIFkudkxIQL55M0gSmscfF0t6I9CP1Gpq1jQXxYUaVq9SUKByJCREYtIkCZkMLlyQMWaMFYWFgnCGD9fw229qk7Y5+pFay5YtjW6j0YiggqQk5Js2gVqN1K8fktaN1wTSCtOYtXcWxcpi5ofO5+lOT5v1GVUqFVFRUaDR8HCfhqtREvb2MPfzNni29TVrH/rILsnmqb1PkVeWx4yQGbza81XzX1xeLlpMKu65O3fusnVrCeXl7Zg82ZZ58zZz40YWVlYysrJewsnJhlsPb/Hc78+hkTT8a9C/GNHcDNWZRoNs715k0dEgl6OZMMEgYqwNeXl5rDy8ko3HFJDTmpWvjGL84Aa0bzcT8bnxfBP5DYv7LcbLUUQokZGRWFtb06ZNd+LirJEk6NmzAefu1AEibZtLVlYBE1+5z/ju/ZHL6tSNBYBG0vDs/mcpKC/g48Ef0867XZ33lZ2dzZZTW1ifuR4Hewe2TNpCU7e6O4ucTTrLG8fewNbKlu1TttPIWczrKSgowNvbm/z8/Hq7WFnMSCUlJSxYsIANGzYAolemefPmvPrqqwQEBPDOO+/U64D0kZyczD/+8Q+OHDlisn5XNe9dNdVkDLVtY2dnZ1Qaa2NjU2sztVqtJurCBXz37KGZhwdWd+5UjrqpBadPw/XrcP8+vPSShSPaW7cWlfuzZ7E6dEjkNqvkvePj44mLiyMsLKzeK00Ad0+Y/owdP/8Mt29DyyalKGT2jBkj07m9DxsGe/fKsbev+UbNz88nIiKCli1bmmeT1aIFiT2n4X12L87nz4sihYlzrNKo+Ofpf1KiKqGzf2fmdJ2Dlbx2myRtakgul9OrTx/oBTkvXSAlUc2vO2TM/cDGopKUJEksD19Ofnk+bbzbsKD3AmyszOxjLCsTc9WcnWHqVOLu3eP+/UQGDOjPuXOOHDig4OZNMfUzJMQbd3dHylXlfHT2IyQkRrQYwZg2Y8w/2KlTxQV45QpW+/eLqNgMd6Hc3FwiIiJw8HbAu8t55nbqxZQhlkV8DYU2vm1YNWYVIEoAUVFR2Nra0rNnTxISrDhyRJzOvn1Ni4uzS7LxcqyfqKYmaGtqpaUyrD3t+OjMZ/z+YBNrx6/FWl63oGFfzD5is2NxsnWiiXuTWp9Ze/aIZ86wYZXtECBssiKjIjlRdgI7OzumdZhGS2/ji05zoNao+f7y98hkMp7s+CRBHkG6v1lkUlELLF4SvPvuu1y7do2TJ08akM2wYcOqhcL1xaVLl8jMzKR79+5YW1tjbW3NqVOn+Prrr7G2tsavYkZZ1V6SzMxM3d/8/f1RKBTk5ubWuE1DQicUkSSaTp0qwu9Dh8ySxQP07y/y3fn5NY+3MYnBg4VqsLRUDH/TQ0PMUzOGoKCK4Zj5+Wx69yYjh6sNSG3fPtOj5uvi/XjtGmyMas8O5STUGpmQXpoYdfN95PdEZ0bjYufCx0M+NpvUqqofre2tmfbvUJx7h/DAKkCnSjQXO2/tJDw5HFsrW5YNWWZQY6sVmZmiKTAmhrRVq7gXF0ffvn0ZNsyZVq0gOTkTjUZEHj17ilXwwbsHScxLxMvRi3f6Wbjo1Doc9+gh8p379oGe4MAY9Juv3x/1Pltnfsf8wfVXuVkCSZJIzEs0+J0xSX+zZkLoUlRUOTrFGIoVxczcM5NFhxeRV5bX4Meq9X5s0zaQiIwINAp7Ovp2rDOpFZYX8k2k6DV+ofsLeDp41vqa3Fxhp6UPbZ9ammsa6eXpuNq5Mq/7vDodkxa/xf7GnfQM5JldmNj0mXrtyxQsJra9e/fyzTff0K9fP4OIp3379txrQAcMEDZdN27c4OrVq7qf0NBQnnrqKa5evUrz5s3x9/fnqFZ2h0iRnjp1ir59+wLQvXt3bGxsDLZJT08nOjpat01Doar60bp/f0EyZWXCesOMrK+trRh6KZPB1asiCrII2uGS7dqJpqcKPCpS06JvX/CxL2TdxY4Ulogb8lGRGggFl40NJDm25bBySOWUaCP26BdSLrDhmsgwfDDgAxq51D6q2JSk39XXnmkveREWVjFTrqjILM/OtMI0Vl5YCcDC3gtp7mFhrjkoCKZPJys3l+LISAZkZ+Pm7Kyb35aVVamI7dlTpP0mtJnAhwM/5J8D/4mbfR0c/WUycR1VWHtx4IDw7zQCY44ibb3b6lJq2dl1Go5uMQ7ePci0ndP4LvI7oOY+NWtroT0C014D30V+x8PihyTkJeBo03D19aqGxrcLr5Jflo+rlQ8vdH+hzvtdfXk1uaW5NHNvxrQO08x6jXYhqs0AakmteZvm7L4vjDee7/Y8rnZ1TxGWKkv54dIPlGcFEJj6D478/uimElhMbA8fPsTXt3pdobi4uNb0n6VwcXEhJCTE4MfJyQkvLy9CQkJ0PW3Lly9nz549REdHM2fOHBwdHZkxYwYAbm5uzJ07l9dff53jx49z5coVZs6cSceOHXUqyYaAUUm/XC5Yytpa9JiZaZsdFFQ5hHP//joMcPT0FPO3KoQ9j5rUQPSkv/ttEwoVIn07rGUC+9Y8fCSkBqLVasoUkMllRFj35YrURSwgEgxl7jmlOXx44kMAprSbwpDg2mtx5vSpBQUJy055fi6sWyck+bWYYDdybsSbfd9kaPBQprafauYnNUScJHEzJITAZs1wSkjQdWk7OYFaXUls/v6CvGUyGePbjKdvYD0WcTKZ6NEcNEiofo1kOrSk5tPMh5WxK7mfZzjiKC4Ovv1WLHQaYpBrTcgtzeXz85+jkTTYW9vX2nxdG7HdeniLHbd2APBuv3cti7BNoCqplcpLOZMqRlE90e5pXOzq9tBPyE1g+02ROXu9z+tmRX2SVJlQcnU1dOk/ln2MnNIcgtyCmNqhbtesFjcyb1BYXohreXva+7THQj2SRbCY2Hr06MEff/yh+28tma1evVpn2PpX4q233mLhwoXMnz+f0NBQUlNTOXLkiEGz4JdffsnEiROZNm0aYWFhODo6sn///gYbRWFy9Iy3d0WeDpEarJISrQmDBwvnjZIS8TCoa6tMfHw8yYcO0bdTp0dGaufPC1d3XfqxfRrLBh7jyspT1GSP3xCjZ1q3Fs9arKz4XXqM1IEzoIoaNKskC1srW1p4tmBRn0W17tOi0TMgWjqKyzh6ypb89b+atI+RyWRMajeJT4Z9UqdFoNYmq8u0adjPni2i85s3heW/RsOtWyIlb2Njw85TGWQXmZf+NgsymTjZ2vk0IL5bjUZHam3btmVL8hbCk8P5+Iyh4rJpU9GzmZ0tMhGPCl9e+JL8snxaerbkyfZP1tp8rSW2lJTql6pG0rD8zHIkSWJUy1H0bNwwSmNjo2e+PP8lKlkxfk5+9PDrV+f9fn7+c9QaNQOaDqBPoHnPY+18OpkMyssrSS0oKEiX0l3Ye2GdU6Na9Gzck93TdjPC51ms5FaY8GOuNywmthUrVrB48WJeeuklVCoVX331FcOHD+fnn382KR9uKJw8eZKVK1fq/lsmk7FkyRLS09MpKyvj1KlThOhXPwF7e3tWrVpFdnY2JSUl7N+/n8AGWi6YNU+td29xZysUwhLKDFhZCZ9ja2vRc101/20O4uPjydi5k5737+Nx8mTd2dEEqpHaMPhuizsHk0M4dsWLe98drrZEb8h5agMGiEZltdyW7VdaV86zUipBo6G1V2u2TNnC5yM+x87auE+eFhaTGoCvLwf8n+VcWjA7fndEtXNPtc8blx1HYXll2F0fUtPZZLVuLSxIrKzg/n0e3M3g/n1BZI2CXLjs/j6zf5tBibKklj3XEWVl8PPPFG3aRPiZM7Rr144YdQxnk85iY2VTrZ5nZ1c5NPzUqTrYx5mB88nnOXDnADKZjHf6vkPkxcham6/d3UX0r9FUL9HuuLmDmKwYXOxczFoUmQNjpBaRGsHR+KPIrVX0C+qHUlm3zFeZqgxruTU2VjYWHa82WpPJiomKqhw9I5PJ+Hzk56ybsI7+QfWT32vhbd8I6xLBaH8rYuvbty/h4eGUlJTQokULjhw5gp+fH+fPn6e7ubYS/5/A7CGh2iJIaGilRbsZ8PERz66XXrJ8rL02/dh+8mQcXF1FrqXCnbuhYIzU9u2DVp0d6T6jDZLcit0HHcn/85LuNQ09JFQmE9leb29xg169ChQVoVm3VkTIkoSrnStNXE3fRXUitQr0m+iNQ2h7UovcOPCbSuSPKxYRBeUFLDy0kCd3P0lCroVuIBWo0dC4TRt44gmYPZvIuMoan6z1Zex8UhnRYkSD1oQMkJJC6f37pB0+TGh8PC5eDnx2Xtg2vdD9BaP1wx49RKorPx8uXar253qhVFnKirMrAJjabioFdwvMHhLaooWoGui74GUWZ+pqdAt6LjBLgFEbahoS6m7vTke/jjzWvRODenlVjm2yEA42DqwctZLtj2+v9XrXR0GBULs/fHjP6OiZTn6d6lVmSs5PJjpTOE6np4tFhItLZT3vUcCi2FKpVDJv3jw++OADndz//yosmnwNgpnGjrX4fery7Nevqbl7eIji/759wowyKEhEj/VETaSmramNfsqT9PjmpN3KZ0dca54ZBMXFj2DyNSIaeOIJwd09e0JRdCxz079hRnoI493ckNUiEqoPqYH4ah+f58Xm4vZcjpZo/Ecs3e0OI40YwcenPyazOJOm7k3NEq1URa0u/a1aARARUTmDxSowhRaeLXgx9EXy8sSDxLP+z2UD5Hp5cS04mE7l5Xjk5bJo3RwKHQto79uBWZ2MGwNbW4uBpPv3i7aWrl3r7d6lww9RP5BWmIafkx9dlF2wsTd/8vWAAaJaoN/dk1WShbu9Oy09WzKx7cR6H5+pydetvVqzdvxaVBoVtg1QHQlyC6p9Iz0UFORQXp5C167+NG3qi0bSsOHqBia2nYiHQ/3LFysvrOTU/VNCMFU0ExDRWgNLMgxgUcRmY2PDnj17HtWx/K+BxaRWFZIkZmZY6J0VHQ0nT5rexqhQpEsXMS9GozGcd1JH1EZqIB5i015rgkP39qRm2rBrV/EjITUtvL2hVy8AieWZu7nnqmItVyg78ofJccn1JTUtWrSAIdN9oG1bDtxpRWpUOr/f2sPxhONYya1YNngZ9taWeamaNXqmAhcvVra8uHre56MBS7gfb8t33xlOAWgIaGtqQcOG4fnqqxy0uc+Z/BvYZOfyz55vmmyl6NJFLASKi83WUpmFpu5NcbR2ZIzrGFzsXcwmNRAaq6otq+192rNj6g5WDF1Rr0ZpqJnU9L0x5DJ5nYUpmcWZrDizgpzSnNo3roKsrCwePjzPokVuPPusEAUeunuIbyO/5alfn0KlqV/O+Er6FU7dP4VcJicsMEw3nqsWH/N6w+JvbNKkSezdu/cRHMr/DtSb1EDMqNm1C5MTLKsgPV285OTJmhVcNaofZTIRLfr4CDaqEBvUBeaQmhbu7vD4VBnl5WXs35+G5ro1rRtZHrVYgv1x+zkUc4K82MksaLQYB2xE92lC9TRgQ5GaFv36QdtB/qjbduAn9Rg+OfsDAC92f5F2PpY5P1hCapIkcTFCOKNbOxXzim0QrY9fxddThUwmhBHhNftUW4Sqkn6paVN+byWBXM7zio60+PWkyYKwlZU4T/b2DbtiH9dyHO82e5eu3l0tIrWq0C9D21vb4+dcv15XU5HaP0/+k1UXVxnUQdVqy+uPqy6uYvft3Sw5ucSi1+mrH7Xpx1JlKd9EiB64aR2m1UswIkkSKy+uBGBi24kEewQzerQQbNdgitRgsPioW7ZsyUcffUR4eDjdu3fHSX94D8Lw8v9nXLp0CVtb27qTGoj84rVrcOaMSCWZIWRp1EjUKCIjxXP6pZcM5ybVKunXzjtZvVo85BMSKiVhZsISUtPC2zsfT8/blN22x+l2qug1mzPHqHFxfZGQm8C/z/2bwthQQmTTuF7Yid7Be3FJuC7e95lnxIgBGp7UoLKU+mOmDxujdqO0s6V3h27MDrQsBW0JqQHcvZtHfp5oNfBvXc4c6+4QG4ubZjujh09n7+/WnDghLrX6eBIY61OTyWR8/fhafovczPhzWUK0Uwtjdeki3C1qmHlpETSSBrVKzfnz53F3cK8zqcXGinVmdOlh+g3L5/H2jz+ySA0gIjWCA3cOIJfJGdlyJK29WnP5smh3bdMGnnzSvPe4lnGNg3cPIpPJeCnUfA9OfVILCqosTWy6vonM4kwCXAKY0XGG2fszhmPxx7iZeRMHGwddX56Li2ixfdSw+G5es2YN7u7uXLp0iUtVKsAymez/e2JTKpUMHDiwfvYvHTqIxp5r10Se6MUXzbrLR4wQyq2HDwWhPPmkeIaY3afm4wMTJghS+QtITSsUGT++BY6jfAk8cBhSS8XdO3lygy7ZFWoF7/35HuWqcoYMkdEptRMPH8rZ7jKBOYGFWCcniAOeNw9VxZBEaDhS08LeHqw67kSt/hFPDw1LvaYg//Y7ETGbIa6ylNQAIiIq+9emPzYAq6daixFGd+7QWb2V2y2eJPaeNXv2wPPPY9KvsyYYIzUtrOXWTO41B9oVCOVvLcdtZVW3Y6iK5PxkFh5ayFDHofWO1ABu3M3mt+TrhDtsJ9g9mB6Ne9R5X6ZITalW8p/w/wDwePvHae0lUvPay9DciE0jaXT7mdBmgtlZgaqRmlZkPnLSQzZe2wgIwUx9evYUaoXO/WRWp1lm2ZEpaukDtQQWL0kSEhJq/ImPj2+wA/u7omfPng3jaTZ6tMjV5eaa7Z1lYwOPPy5ugLg4Eb1Z3HzdoYNFipTSUnj/fVH0r6tNVps2rQns6C4iRrkc1bWbaE43rEJz5YWV3Mm+g6eDJ8tH/JMnn5Rjbw8p6VYccHsSqW07mD79kZKaFjP7jGR4h+680+8dGhXLRdb399+FCagJ1IXUzp1L5aOPKie2jxzYVsxBqpirJou/x7jibTjaqsjIsCj7rYMxUssuyWbN5TUo1HoPI1dXUezU4vZtk5YekiR8C+oyn1iSJJadWsbN1JscyzxGjx496kVqTQI1nEk6g7LIjX7+Ix8ZqQFsjd5KQm4CHg4eBlGWpcT2W+xvxGTF4GzrzPwe8816TVVSU6uFSjUvDzbe/JEyVRmd/TozrHn9zCt239pNakEqXo5ezOwkBCOXL4vrz4g5EAqFQndfNgTqFWtLktQgQ/b+N6HBjDrt7Su9s65cMds7y89POF4AbNuWQ3j4vbo7iuTlCYlaDXfSkSPC0P3jjyvHxtfLJis4mPwB41h3pStHVyfWwS/MOCRJwt3eHblMztJBS/Fy9MLTUywCZDK4HG1LVIvpqJydHzmpgZBvfzr8U0a1HMW94GGsyphKdrG9yCFXme6uhaWklpNTynPPHaJfv63ExgrRQECAM717V0y5aNYMZs4EOzucvewYO17c6mfOiHGB5sIYqUmSxCdnP+GHqB/416l/GX9hWpooCm/ZYjB0Vx9Xr8LmzWJdZ+ljZM+tPZy6ewpbK1u+nPxlvb/Lw/f3kmt1Gxu5DVMC6t6zVhupZRZnsvryagBe7fmqgcOI9iOYM9qtsLxQVwub132eWe0IxmpqBQXi3OeUZ3IkeS8Ar/d9vd4uUh4OHng7evNC9xd0LSeXLwthdtVZyAqFgvDwcBwcah8DZS7qRGxr164lJCQEe3t77O3tCQkJYc2aNQ12UP9n0LRppXfW77+bd0UjJO1ubplkZGTh49OrbqSm0cCmTaKh6OBBgz9lZIg058iRlQtuGxt47z3Bg/WxyUrz60qaa1vOpwRy47szpt1nzYRMJmNe93nsfWKvgdtCy5aCiAH++EPNvn1XAejl5ob17t11mOhqGtcyrukWejKZDEmCM2dl5Pq3Y0fBKJQqmRDuVCF0S4UiGzfepE2bdaxdW6n2DA314+DBKbi46KWPgoLguedg8mTah8jp3FlcbkYc8YyipvTj0fijnEg8gZXciqc71zD6x89PFFPUavGZz5+vtkn79mJ9l50tMhDm4kHBA5YdW4ZMJmPRgEU09ahf+0pOaQ6rIlZh65lBaEAopTl1c/GvjdRAZBZKlaV08uvEmNaGPa3agNOcy3LDtQ3kleUR7BFslh+kMVKDSp1PEx9npodMY1zrcbT3qb+yY1TLUeyZvocJbSYAYu2sJTT9xmwtqTk6OtKtW7d6v68WFhPbBx98wD/+8Q/GjRvHzp072blzJ+PGjeO1117j/fffb7AD+z+DwYNFevCJJ8wWVCQkxBMUdJlFi/wYObKOXY5yuUiHymSC3C5fRqOB778XTh7btlVuOmCAWF1//LHpMTrmNF+3awf957QAT09+u9WS9Jj8uh0/YgSGfioswCWg2jZ9+0K7dmqys5Owtpbo1akT1vv3C3LZu7fB3FiOxx9n7m9zef/P9/XITfhZOjnLeODXiT+UI5DUGti5U6gVsIzUYmNzGDp0B7NnHyQrSzRky+2VvPiBPxcuPEWnTkY6e318dE/MiRMkhlmdwLqs9naPmkgtpzSHf5/7NwBzu87V1YeqQWvGrbXgOnxYpAD0zrednfAsAKO8ZxRKpZLXd79OqaaULoFdmNXZeM+cJfji/BcUlhfSqpkTIb4hOkm6JTCH1B4WP+Rs0lnkMjnv9HunmjhFXvGf5giWn+78NNM7TOeNPm/UqlysidSgktgCfB15K+wtPhz4Ye1vbiYcbBx0rR/p6YKwnZwqzSb0SS00NBS5vH5iHX1YvKfvv/+e1atXs2LFCsaPH8/48eNZsWIFP/30Ez/88EODHdj/GVhZiblXZlp8aWtqQ4b0IjS0Dm7t+mjZUhArcGNdJH1DFcyfL3LuIKyG1q0TLQa1yXMtcRQZPFROy3HtUHbsxvYb7Smpo+vTmstreGbfMyTl12wZr1ar8Pe/yPjxGYwZ0xVrFxeRo5TLRYqsLnmwKsgsztR5IzZ2bWyQxtG+nUwu46pdL6449xdPruRks0lNoVDzz3+eo1OnDZw4kaz7vUf3JF5Yn893S5/Cyqr2W1l28oQocqxfjyY3v8Z2RlNCkX+f/Tf5Zfm08mrFM11qGTsik4mwf0TFYNPwcCGW0gtJevYUX0ViYu0pUqVSyY8Hf+RS3iWcnZ35cOCHZo0fMoXk/GSO3DuCXCbnvcdmI5PJdA9hc2EOqQH4OPmwa9ouPhz4odEFgTZiM4fYXO1ceTPsTXo16WVyO1OkBpCTqxGpfHfx3/VNQX4b8S0H7xxEIxl+CO1iQduY/ShJDepAbGq1mlDtMksP3bt3R/UoDOD+ZigufsRvkJlZ4x1ek1AkP1/UKrKz6/B+/fvzwL8zg9bN4uKVyjTWnDkQEyMU8rVd65baZMnlMOUJGzybu5OXJwIYTXGpRb11l9IusebKGmKzYonJijG6jVbSb20tMXhwD10dJserFdKEiWKjixdF4amO0EgalpxcQkF5Ae192hudVxUcDEOGADIZB8oGkz5gOnGBgWZHam+/fZp//es8CoV42noFQMsFpwj9RwwfT3jb/IdRly7g7k52cglrX4xk65riaqfcFKkdiz/G8YTjyGVylgxcYt6AVJlMhM2TJlUuJq5c0f3Z1bVysKWpqE3r0n+76DZOTk481fEpi3sDjSHQLZDNkzezqM8iwtq2wc9PaKvKy817vbmkpoWvky9jWxtv/3B0FFL/KqfdANkl2WbrGmojNYB9V09z4M4BiuX1LwnEZcfx87Wf+eDEB9zNuWvwt+SK9Vhg4KMnNagDsc2cOZPvv/++2u9/+uknnnrqqQY5qL8zvvvOuKqnQXDvHvz0k3jSV7EaN6V+PHhQqMt27aqDuaxMxobsseSUisJZ20Z5nPxTw/r1hgK3mlBX70cHB5F9tbWFhJslnHzrQLXBqDUhryyP90+IlN/4NuMZ0WJEtW1q6lO7cUN8h+eLO4lULAhj6qgos49dH1tubCEiNQJ7a3uWDVlWY1qoXz/xwFSp5aw65sWt24mC1JycTIYqhYUKfvrpGgDW1nKeWdCUoHd34RaSzvsD3rfM8sjTE555BhtvN7KyIPXANS4eqpw2YYrU1Bo1X1/8GoBnuz5LG+825r8vQOfOMGMGdOtWre1BOxTk5s3KbIE+9EfPfD39a74Y+UW95pVVRWuv1jwR8gQymegPnTrVdB1ZC3NJLbM4k4hU0wNaQdxvTz5Zs52sQq3gmX3PMP+P+WQWZ5rclzmkllOaw6nMPTy0vkyu3IIiZw346sJXSJKY1F41ItVGbL6+j57UoJ7ikeeee47nnnuOkJAQVq9ejVwuZ9GiRbqf/x+hUonSzCOZKdW4sfD3yc0VYpKKlVltkv4xY8SNmJ4uyhiWQJJg/ebKlff+lw4ysJfxUTNVUV9DY19f0dDs75BPV+c7Inq6cMHkayRJYunJpTwsfkgz92a82ffNatuYar4uKRHf4dGjcM+7lyggAvzxh8VTMOOy4/g28lsAFvVZZNKjT2vWrFRmYmWVTL9+vXFzdBT9ZuvWQQ2tMjt3xlJSIlYrzzzbgZy+vyC3VTG+zXgGNB1g0fEC4OaG6/yZjOyRAwoFf359g7xbaSZJDcBKbsV3Y75jUttJzO061/L3BZH6Hj++MgWgUkFODo0aiahWa2StD2Pz1AY0HYCDTf0UdMn5ydzLqftgZEsitZUXVjL/j/msvrS6zu8HsPn6ZtIK00jMT8TZ1rnG7cwhNRD+mjbNz9F/UhzzRg6s17GdTz7PxdSL2FjZ8ErPVwz+VlIi1umSpOL+/fOPnNSgDsQWHR1Nt27d8PHx4d69e9y7dw8fHx+6detGdHQ0V65c4cqVK1x9lEOX/gdhZyeEfPXIXtUMe/vK+k90NFy+bFafmouL6HcGiIioUVFuFBcvipQjwIBeZbR853GzlqsN5dLfvj3M+2cjPMZXjMU4fNhkG8C26G2cSTqDrZUty4cur/aAq81RpGdPYb4rSSLCzek8WFi6dO9udp0TRArygxMfoFQrGdh0IJPaTqr1NcnJcYSGXuGNN1ri7e0mHvBWVuIBv2WL0Z6v9esrlY/Pze3EBwM+oFujbrze53Wzj7UanJ3p+sFYmgWDskzDng/Oc/7kqRpJTYsmrk1YPGCxeSnI2iBJYoW4ejXcv8/06SJa0v8KtKQms5IRIYsgX1F3oZHhW0t8dPojZvw6gwN3Dhg9tKoEW/X15pJaVFqUrobXv2ndR79kFmey7so6QLQJ1DS1wVxSu5tzl70xewFY1HtRvVxWNJKGryNEND+t/bRqIi5HR1i0SEG3bhdxc3N45KQGdXAeOXHixKM4jv81GDFCREWnTonUUoNbHzZpIqzGjx4l55dfuNetG33HjKlV0t+yJfTvLwj3t9+Ec5SXGarlo0cr/33llj3vfAD/+EfF5yovN+qI0tCjZ+RyRB0mL4+7h+/hv+U3nOc5VyOamKwYvrr4FSAGH1ZNd5hjkyWTiQj34UORHtm2XcZzcx8TLvMWFM7lMjlv9HmDVRGreH/A+7XWubRCkSFDKmtqkpU1BSOn4SarUElu3Srysy1bAlBaquTsWVH7aN7cjR49/JHJGvFTwE9mH2dNkDk5MnZZH7566Rqnyp150tGP5s2rE3t+WT73cu/RrVHDSbEB4VCSlyccADZtwn7SJKEOroB+pHbT9iabLm3idNJpdk7dWW+rqz/u/MHl9MvYWdvRxb+Lwd+KiuCbb0TnzXvvVXdIsYTUVBoVn577FBDT29t6tzV5XA8ewI8/CuXg61XWLV9f/JoyVRmd/DoxquUoo683l9QkSeLL81+iVksMCR5K10ZdTR5Xbfgj7g/uZN/Bxc6Fud2qR/MKhYILF8Jp1OjRR2paPPp3+P8MHTqIKEOjEf22j0Qv07cvmW5uZGVkEJaWhkcVP86aMHiwaI0rLxdlOnPa4sLCKrsMCgvh3/+GZs0kXhiXxt2lv1SbBNDQpKaDTMYl39H8kjaYndfboP5lWzU1jKudK2292zKo2SCmtjccU2+J96O1tTBidXYWWp09e2VIVBCTWi1WBmb01/Vo3IMNEzfUWucypn4sLRVB2rqN1pSMnSZ6LFQq0WdxVxTebW2t8PYWEWlKSiHZ2aU1vkddYOVYgkMvNW4tWhAdHSgEE1Vsjf4T/h/m7Z+ns1pqMNjZwezZlZ975044fx5FucT165Wk5t/Gn3VXRaTyXNfn6k1q+WX5rLywEoB53eZViy60t5paXb2WbqlQZFv0NuJz43G3d+elHub5OGo01csc1zKucejuIWQyGW+FvWV0EWUuqQGcSz7HxdSLaHKaIZ1ezC+/mHVoRqFUK/k+Smgunu3yLK52hu1Hf4VQxBj+S2wWQrvid3ISD8VHEcDGJyRwOSiIJu3a4VhSIryzzIBcLjKZTk4inVJqxnNwyBCRupw3r3I2lkIh46ffA2jzyRymDX7IpQihxntkpFaBpsFybLu0474mkEPXA6pZjQW4BLBm/BqWDlpqcHPXxdDYxUWQm5WVyHzqJtucOSMsEjZvFl9wFeSW5pJSUNnoZG6kVlX9qB1smZ8Pe/dbIT0+tfIhX+HzaGUlZ/ZsEcUoFBoWf7G31s9lLrQ1tSmP+9GihQeurlCSng/ffivy2cDJxJMcunsIuUxOaEB1JXS9YWMjbNbEvCGUB47yxQu3+fKLVPLzHQntEcqKcytQqBX0adKnxkjFEnx18SvyyvJo4dmCpzpVF7vJZDqfbAOHDEtJ7WHxQ366JCLrV3u9Wu2BbwzGLiWNpOHTcBH1TWgzwWjUZwmpAfx6+1cAhjSagrONa718O22sbFg2ZBlDgocwPWS6wd8UCgWnT5/nwIFmpKSEolb/dXTztya2JUuWIJPJDH78tVcd4mJbsmQJAQEBODg4MGjQIG5WKTCVl5ezYMECvL29cXJyYvz48aTUpQNTD05OogZuZ2eectASaGtqvYYMwXHWLBg0qFI2ZgZcXODpp4XhhLkTalu1EimQxER46y2xDwCNJGdnVDChvawYPFjJd9/F0rz5oyE1EOdyyjRrZJ1CiFR1JarpFACDOVPWcmucbCsj2Pq49AcGikVK//56WbA+fUQ6uLQUNm40iBp1tZndMziZeLLW/ZvqU7OzE+o7re9n+MWKfsZ27cQvK+yF2o6oLPYc3ZnfIBZ2+kKRNm2aM3s2zJ0LHsnXBdMeOEDBsT9YfmY5IJqBG8KNwijkchg1CkaMQI4St/sncEpJQa3uyh93RcrQ3tqed/u/W+8eqyvpV/gt9jcAFvdfXKOCVVteyKgYcWcpqYEg0BJlCSG+ITXK+2uC/lecVZKFQq2o0Q/SUlID+Pewf/NW2FsM8BWuINoetrqiW6NufDr8UwPTZG2kVlLihoNDU+Lj5TwiBzuj+FsTG0CHDh1IT0/X/dzQ85379NNP+eKLL/jmm2+IjIzE39+f4cOHU6h16wUWLlzInj172LZtG2fPnqWoqIixY8eirqudUkXusU0bUYvqWr/0tAGqCUWaNRPEZmH47udnaGJibrq0USORikxKghUrwM+78oUnT9rw3ns9mTmzNbt2NbgblQ6tW8OQUXbQvj0H/rQn/EYqE7dN5OuLX1cbetgQo2e6dRMlTd0ptrMTBsJ+fiINu3Gjzp5hT8weTt8/jVKjNOpyog9zmq/9/Ss7Do4fF4bNPP64WJU0aUJmcSZb0lfi3EpEjgl3i3U1t7rCmPrRza3i8/frJ6434LOzn5KTkUCwezOjvXkNCpkMZY8eXGnZko4BaXh26EDUtXK+PCcUpy+FvlTr+a4NSrWS5WcFUU9qO4lOfp1q3FY72iczs26kBjCo2SD8nf2NOoxYAl8nX7ZO2cqPY3+s5gdZF1IDEWVN6zCN0kKxeKqLIx+I2W3GoJ9+9PDohEwmIzDw0U7Mroq/PbFZW1vj7++v+/HxEbZBkiSxcuVKFi9ezOTJkwkJCWHDhg2UlJSwZcsWQKTO1q5dy+eff86wYcPo2rUrmzdv5saNGxw7dqxuB3T6tO6f+uLB+k5cqFX9qFKJvKe5naOIld+pUyIas+BluLvDO+9AYrI1Xy24SaDzA93foqIqA4vVqy3br7no10807SpVal75z2kKM8qIjjqAnPqlH2uDSiVa2srlDjBrllDf5OfDhg3cT4nm8/OfA/Byj5drtpLCMpusbt1EtKgdbl6mtAIfH+Fef3oZBUXZdB5UGbGuXm16QoAp1CbpVyhlHFcPYr1fBw7I7iAvLuGf5X2wlR7tY0IrFFG2bk3vH97Fu4UH5xMv8TDRm/bebXki5Il6v4dcJmdS20k0dm3Mgl4LTG5b8YjhwYO6kRrAsObD2PvE3loFI/rQRmpV17HWcutqfYN1IbXL6ZdRqisL77kVLYyetfsnV0NSfhKPbXmMH6J+MHAZqVpTS00VH8YCwXGD4C8MDuuGO3fuEBAQgJ2dHb169WL58uU0b96chIQEMjIyGKG16wHs7OwYOHAg4eHhvPDCC1y6dAmlUmmwTUBAACEhIYSHhzNy5Mga37e8vJxyvad2QYX+V33+PMqQEKHSqEB8PPz2m5wRIzR1mgybmJhIbGwsvXr1wtnZGaUR1Yds2zZkcXFIDx4gmTnLrLQUIiLkFBTAr79KTJkiWbRqKi4uoOXIRE43P8H50z7858JArqSLVPCdO6Iu9+abEoMGSQwfLjFsmMaka4IlGD0atlw4QXpWHgF3A1ka0BTNnydQDxyISqUiqqKhOjQ0FEmSjJ4zS7Fjh4yYGBmpqRLTp9shmzED+YYNqLIyeX/zXMo8VPQI6MHUtlNrfL+7d++SkJBAr169cHR0NOu4Ro2CpCQ52dmwb5/E5MkSe2L2cC7hNLZZufzo7UB/V2tyC1Ts3BnLZ5/1x8PDhGmnEeTl5XHx4kXatGlDYGCg0eOKjJRx9LiKPQl5OHb3YWZRAO3i8lBt3Ig0bVrDTAatAqVSSWRkJNbW1nTt2hXJyoqQEBVpGT24WzSFd+9EoIm7g8bC+YHGMLXtVCa1noS13Nrk9+LuDmq1nMTEbGJikhg0qBf29vZmfZcaSWMQoekTSW1QKMT7ajQQm3mXcynneKL9E9XaK7Kzs4mKiqJ9+/YEBASYdVxJ+Um89PtLNHJuxNpxa3GxdSUrS45aDS4uGnP913X4+sLXFJQVEP0gGrVKjRo1CoWCiIgIHBwc6Ny5MyqVmsRECbUa/P1rf4+GuIe1+FsTW69evdi4cSOtW7fmwYMHLFu2jL59+3Lz5k0yKhLgflVGAvv5+XH//n0AMjIysLW1rRYB+fn56V5fE1asWMHSpUur/f7e3buofv6ZBz0q5zVdu+bNrVteREerGTUqEUfHukklw8PDa/ybfXk5QffuIbtzhwcpKeS1amXWPj087LlyJYg7d2QkJ2fSpk1u7S+qgutBAbRpcpLP30jjVEEvfv21FTduiGVtfr6Mfftk7NsHYIWfXzFdu2bSufNDOnZ8iLNz3c7FraJbXHHZjnWrIGYHNCH/Shr5d9aQce0a+RVyeIAjlnakm0B5uT3x8eJc3b+fRceO2Vj7+RGe/CsXHTKwL3KjT3kfDh2sfX7e2bOWzZtzd7cnNrYRzZuns3lfGv9J/A8KjYKnVd2win/ISF8HthX4Ulam5ocffqdzZzOsMYzg1q1b3Lp1y+jf1GoZ2Q+b4VfWgsL4UbTqFEjs2Qsos7JIcnFBY2tr9HUNhcMVzjPFxdbcT2iBR7I7+T7Z3L32Lx50727wvZsLSZJQo8ZaZtmjTq32x99fjUKh5LRelsYUClQFfJv8LUM9hxLqGmpxCrKw0IbCQj/Ky9W8tnMJccVxnIo6xWS/yUa3v3HjhkFpxhR+Tv2Z7KJsfBQ+nD1+ltJSK27ebIlMBuHhsRYJSO6X3mdv0l7kMjkhxSEcOGDYC1hQUMChQ4coLLTh6tXmyOUSV6/e4cYN0/XhkrqaxhrB35rYRmsLEEDHjh3p06cPLVq0YMOGDfSucA2vWlCWJKnWIrM527z77rsG7ikFBQUEBgYSvGABrn37GkRMI0fC+vUy0tJklJa2MTsy0o/U3M2o4Mpat0Z29CitiorQdO4snErMQLt2Mg4dklFc3IqOHTW1pgUKCgq4ePEiwcHBtNQ+TMaOBZmMfsDixRAVpWLVKjmHD8vIyan8sA8eOHHoUDCHDgUjl0t07y4xYICI6vr2lTAnm5NVksXXe7/G09+KaUPCeKn3ImQnTqA5eQqHmzd56O9Ph8mTH8k8tY4dRfRdXt6K5s01qL1ucqS4HBfJm+WDlzMkeIjR1+lHaq7mqnaqYOZMkMvboVQrKbpaxM2HN3l7xEqsDh+heep1qLDfa9YshMceMy/FpR+pNWvWrNbt27aFrVvlyOUD6DZBwnv0OHB1pb1zzU4XdYF+pNa9e3fdkNBbD2/RzrsdCoWce3daIHfR0Lr4DK3z8pBsbZGGDrWoWPNnwp98f+l73ur7Fj0Cah8eKkkScXFx2Nom07t3b5wt+NxLTy9FmaXkvtN9PnzswzrV1qZPh7NJZzl+7AHent4smbSEJq5izot+pBZoQW7vSsYVkjKS8HD34POJn9Pco3mFdZkMpRLGjTM/GpYkifkH5+Pm5sbYVmOZ23+uQaTWtWtXnaT/2jWIjZUTGCgxblzti5ICU13xFuJvTWxV4eTkRMeOHblz5w4TJ04ERFTWSK9LOjMzUxfF+fv7o1AoyM3NNYjaMjMz6du3r8n3srOzw85I6sWmWzdsqqxcbWxE3enHH4Xw4tKl2oWM8fHxxMXFERYWZv48tf79ha9gTAxWe/bACy+Y5RLSt6+QLkdHw549VrzwgujhMob8/HwiIiJo2bJlzerH4mL6yG7QZ0tv1GrhaXv0qGhcP3eusn9Oo5ERGSkjMhI+/1xI60NDhT5h8GDRQ1f1ODSSho/OfkR+eT5tvNvwWt/XsLGyoaDXYL5fU05P9XkG3LuHVWamQTq4odCjh+hfioiA33+3Yvaz7Xm689PkluUysvVIoSj480/hj1VxfcTFxZGYmEhYWJjZk69NwcbGhunNF+DeXUPmg2Le3Cpj29nK1KMm5g42Nh1r3U9ubi4RERG0b9/epKMIQImyBJVGRfv2rrRrJ5SaJ07AjBlVznFkpFCN1sOZQKlUEhUVha2trc4mCwSpPf/H83Rv1J33RnzFxIm2uLsNh1O2YsTExYui5jl5cmVvSi2f6avIr8gszuT6w+v0bWr6ntcKRVJSUujXr59FNbXrD65z6J7oNXun/zvY2dYtbatUK1kVtQqZTMaMjjMI9goGRE3t0qVLdOzY0SKhiEbS8E3UN8hkMia1m0QbX1Gr8/YWXgCWIjw5nKsPrmJnbcf8nvORJInIyEicnJyq9anZ2gqBVLNm5k3karAhzvwvEI/oo7y8nNu3b9OoUSOCg4Px9/fnqJ51hkKh4NSpUzrS6t69OzY2NgbbpKenEx0dXSux1YqyMuHnWOHa6u0tIjeAY8eqT4nVhzk2WUYhkwlzRU9P8b67d5tlWimTifYEHx/RhL1zp/GXmdWnplTCmjWix+ziRR1ZvfuueBDm5AjbxYULDYwkAKGkvHhRKC9HjRK1jD59xGuPHBEiRLlMztjWY/F08GT50OXYWtmiUqnYsDGWWKdOhFtNJafQXnQ3N+AKTx8jR1Y2uv+605Z5XRbwwYAPxEnbsUN4kG3eDOXlFk++NoXskmxUGhWXL8N336l58YVI2rZdx7Ztsbpt+jRRM0F9Ha6bFpHUJhSpiq8ufMXUnVO5kHKBESOEgCEuDhIS9DaKiRFf7vr1Ru2/zIEx70cQJsvLTi9DI2nwdvQmMMBWyNBlMrESmjxZrIxiYoS3phljNn6I+oHM4kwauzaudcROVfWjs7MLRUXCDaQ2aCSNzmFkfJvxhPiG1P6iGrDj5g6S8pPwdPDUeXLWVf0IcPTeUW49vIWjjSMvhr5Y5+OCCuusCiPs6R2m42HrYbL5ulMnePllGD68Xm9bJ/ytie2NN97g1KlTJCQkcPHiRR5//HEKCgqYPVvMTVq4cCHLly9nz549REdHM2fOHBwdHZkxYwYAbm5uzJ07l9dff53jx49z5coVZs6cSceOHRmmHa1cV+zfLySCe/boWKJ7d5HK0Q4NNqaUrDOpaWFvL/IVNjYiesvJqf01iNXT9OmiB69z5+rKK7Obr21sKqdDHjokVCR6cHaGxx6DL78UEeKDB4IL5s+vPtNNrRaex598IsjExUU8x67seIwdE/fTzL2ZTv3YuXM+Yf2aoGzTia2pAyjtORCz8pp1gJUVdB8aj5OLmuJi0comk8kq5u1MEd9BcjIZn39OfExMg5CaWqPmtcOv8cy+Z7hw7TrffLOB9evPUFwswl8vLwdWrx7B2S1heLQPFrLUGmApqUWlRbH79m6yS7Kxllvj7S0iVxBtCDo0aybcihUK+OWXWsm1KmoiNRBTEuKy43C1c+W1Pq8ZvE6lQjwl58wRF7Cjo+mJtwiD6m3RYlru22FvY2ddcwRlTNKflASffWY4cLcm7I3ZS0xWDM62ztUMgC3BtZh83v9XCVlnJ/Byj5dxsnWqF6kp1Aq+ifwGgDld5hi0C5SUWG7kHpsVy/38+zjbOvNUh6fMdhT5K2X+WvytU5EpKSk8+eSTZGVl4ePjQ+/evblw4YLuC37rrbcoLS1l/vz55Obm0qtXL44cOWKQQvjyyy+xtrZm2rRplJaWMnToUH7++WeDm6pOGDpUPNQTE0X+rX9/XWSUmipC8Kq9tPUmNS38/IRjg7e3RU0o3t6i965qFsdiR5G+fSErS+Qgd+2CZ5+tbP6pAl9fkaadWuGA9eCBaEE4eVL8GPM7fv99WLrUjo8/VpOVlYiTkzfdurWkWTMrEUX49uLnOBnPDTB76LhFeFj8kIUnnsPTvQP/HrWUgAA9PXSjRvD00zz84gsK09MZ4O6Oo0P9nOYBfr76M7ce3sLZxoXfXz9JXq5YFclkMp57rjOffBKGp2fF+4T1rVyZSJL4qfhvS0mtVFnKR6c/AmByu8k6h5GBA0Vwrh1+AAgyeeopYV4cHS2GhhYWiuuhlqeXKVJLK0zjx0s/AsIDVPsALiqCfftEo/TChWAVGAjPPy9SwNrXS1K199ZIGj45+wkaScPQ4KH0Daw5O1NTn5pWAp+XJxZgNT0uCsoLdBMeXuj+QrVeM0uw6cpWysvlNPEOYFybcfUiNe2xBbkGodaomdFxhsHfNm8W9+KMGWCu4LSdTzt2T9tNbGYs0ZeiTZJaebnwGajvY7aukEkNYWXwfwAFBQW4ubmRn59fKQ64ckXceXK5sG6oEHMUFYmFpf791mCkVhOM3OC1oaQEHjwoICbmnOU2WWq1uDsSEkSH7/PP11y4M3HI9bWOc3KScLUrx9XbFlc3Oa6u1OlHS/YaScOrB1/lQsoF2nq3Zf2E9Tq5tUajTdHFkXrxIn3u3sVeJhNRzIwZdWbZuOw4Zu2ZhVqjZqrjO7wzK1H3t3nzZjFwoB9PPmnk65UkkffOz4dJk8gtKLCI1AC+OP8FW25swdfJl51Tdxq4utQISRK5Y+1k0F69RMhdw5dpitQkSeIfh/5BeHI43Rp148exP+qEXRqNqM0WFws+NSoEPnhQ3Gz9++tO0N6YvSw7vQxHG0d2TduFr5NvDR+j5j41SRImBQoFvPJKzQ5DB+8c5IMTH9Dcozlbpmyp0c3EHByPSOG9r24wvGt7Fs5xqhepaSFJEjmlOXg5eun9TmRJystFJsXX+OkxCnO9H0+dgrNnRU/qQDMn4hh9xtYRf+uI7W+PLl1E1HbrlohcXnwR7OwMnu+SBDEx8cTHP0JSi4sTV9HMmWYV1UEIJNasKeX+/RTmz29J69bmtQ/oYGUlosY1a0SubssWkSqyQBIuk4n62ooVlr21PoqLZRQX25NuXka2RtjZCYKT2xdTwCvYus7kmdeDsZYLsrpzBw4cgL5975KVdY++48djX1AAmzYJcj9xQox+sBAKtYIPT3yIWqNmYOAQNr9VaTq9YsVQVCo/4uKEfWWV+Zwiaj5/HjQainNyOO/nR7uOHc0mtesPrrM1eisA7w943ySplZTo6ZRkMkFkrq5izNDFi2IigRHmMUVqAEfjjxKeHI6NlQ2L+y82UCvL5aJOqx3FVG33SUnivUGIeiZMABsbotJEj+OLoS/WidS0H9HTU0SL2dk1E9voVqMJdBMKxfqQGkAj5yaMbtUED5tCLl48XW9SAxHx65MaiO+yvFx8RnMeR0WKIpLyk2jp1tLs9GNSkoj4GyCZUSf8l9jqA5kMxo0TuUftcFC95unSUvjppwfExxfxwQePiNSUSvG+BQUiRTR1qlmRm0qVT2JiGra2fty44UVISB2iJwcHsZRes0bcKaWlFhEbwItvJ3G6xSyKi+Cp1vMZHjCFCxduUVxsRaNGbSkutqKggGo/iYmCnO2sVJRkFVNQZkeBwg5JqltCv7xc6+buArSlFHjlWXh/kSjviM6CIs6dgy++qKipubmJxcSpU+YvS6tg9aXV3M25i4eDB8Nsn+GL6D90f3vzzc5ERAjuOHRIpIwMukJ8fODJJyndsIHUkycJ7dIFXxOmA/pQqBX869S/kCSJsa3H1piuKysT5eR790Qa2+BB1aePILfMzDqRGoC/sz/NPZozrPkwmrpXf4i3by+ILTbWSEowKEjcf3/8IVKjOTnwxBN8NPgjRrUcRZ8mxqXJ5tpkeXgIYqtwVKsR9RGLAJSryrGztkOtFr1cBQX3mDix7qSWlJ/E9ujtPNftOaOTJ7T2p66u5iUZNl7byNrLawlzDmNmq5m1kppGUzkxO6jm2buPFP8ltvrCwUH4+61fL562xcW6lFxMTCKXL5fh79+Ka9ccGDr0Eby/ttfg559F5Hj2rEjLmEB+fj5Xr4Yza1ZrTp704s4dUe8aYrxFyzQ8PYX9lJubWa0H+lCqlbx3/D3K1MX0ahHKq8MmERlxkZAQrU1WzQl6SRJkZG9vDckFsHEjkkJJcYtOFAyZSEGR3Cgh1vSTXyBxL/0hZcW2qIvdde+Tl6fvouYMtGT3biES6twZOncOokvnmXTOlelc4XU5y1pw48ENNlzbAAhT3mZU+iH2798EKys5vXuLKTbBwcZNrXO9vbncogVdFAq8SkpgwwZBtrWMOlKqlXTw6UChopBFfRbVuJ2trQgMy8pEKbma5qpDB0P5a8W4ZKWLS62kBtDJrxO/TK55bkpQkPgoxcXi9qpWD+reXVif7dghxFSrVyN74gn6BfUzuj9LvB+1iwhjxHY5/TK+Tr66HrO6QqFW8OTuJ+kR0INOpbNJSSmid+/GNG3qU+d9fn3xa04mniSnNIcVw6qnQ7R6M3PmNWaVZPHL9V8oKiqiXVA7s0bPPHwo7k1bW8vSnA2J/xJbQyAwUKjlmjXTPVDi4+NJS7vNCy/048gRB86eFQ+nhrKcqvb+jz0mltZ//ikEDjW4NBgKRVrg4iKEnadPQ0CAeGBbjKo9Tfn5guhqwbeR3xKTFYObvRsf9v+QyAgxnscc70eZTE8YFxhI6qCn8D36C87x13F2syJg/HiLao7fRX7PuivrcLN344chO/hljRdRUaLJtOowCI1GrCFu3RITZqjwsPT1hc5Nc+ninULn6e3o3N2aNm1qXhW72bvRwbcDga6BDGo2iJSUSvNuX18H3eecOdP4R9EJRQYOxGv0aJEWTU8Xcvinnzb5HTjZOrF08FLyyvJMjlSRy8WCZ+tWoWDt1cuEGLVinpz6wQMut2qFTePGNZKavvWUqYnccrkQgEZFifNtVOjQrBmquc+w9udXebKwGa7r14u2mBDDSMpSQ2NtgkXrqahFibKE9/98n7yyPFaNXkX3gKo5YvOxLXobSflJ5JXkIc/pha9vN/z83Ou8v8vplzmZeBK5TM7z3Z83uo02YjOH2H6I+IGsvCxau7Vm3oh5Zs1TS04W/9+kSf1r6HXF31ru/78KHToYkJpWKNK3rxvdu4sI49dfq83tbDh0747ujXbtqjakE4yrHzt3hgoTF/bsqT5c0WJERsLXX4unkAlEpEaw+fpmAN7v9z4J0aJhqi6Gxteuwbo/m7HPfbYYGHrlighBLcCYVmNo79Oe9/u/T6smXixZIjK8x4/HsW3bMfbtK+KLL4SHpb+/cbVXZiYcjfTgPwc7MnOONR07ioC+WTNR/omJMdw+yC2ItePX8m6/dwFIT6+8OJydK1O6+qSmUol1QzX1o7+/UKe6uYkleQ2DUjWSxmD0jbu9e63npnVrsXZSqUTWtUYoFKjKy0mJi6PRkSP0dHY2SmoKtYKn9zzN+ivrq01sMAZtZ0NMTM0S9S0pB1ntHMdclz/RqJXVUuJ1celv0kQIPjtW6YVff2U9mcWZeDt609Gv9kb5mpBTmsOay2tQqVT0t+1P985t6dTJXWfCbCk0kkY3RHVS20k09zC+itY+GmozP7778C6/XP4FuVzOktFLzFaSa4ntrzY+1sd/I7YGRnx8PCkHDjCgUSNcKpZ8o0aJLzszU5CbsE56BG8+erR4k+RkscTWSqMxLekfPlzUEhIThdjtqerzF81HZqYohvz6q0jJ1pBkb+/TnpEtRuJq64ptungI1dWlX5syis5rgl/QDPrn7KveHV4Lmro35eeJPxvYIGmbr0eN6oubm0gvL1wo1g3Xr4uSYtu24oF77RpcvSrSdvpQq+H+ffFz/rzoC2vZthQHGxGRyWVy3b9v3Kh8cXR0lR0hFh07dkB5eTEtW4YTElJF/ejlJdS5iYnVmwYrsObyGmKyYnin3zs1CiuqQiYTKcj168WaoV8/4zO8lDY2XGjdGv/MTFqo1ch//VXkeau0A2y8tpGYrBgyizOZ0n5KrUM4mzUT5zk42HiW90HRAzHUUyZj1mPvInfoIl5UAUmjISY21mKX/oAA8aOP5PxkNt8QC7LX+7xuMIPMUnwX+R0FpQV4ajyZEzaH4Gb1G81z5N4RXTP2C6Ev1LhdcLD4Oqp+Nn0oFAo+3P8hyGBku5F0b2x+VPp3ILb/RmwNiPj4eO6dP0+P5GRcbtwQUi4qy2A2NmISgIX+uObD2lp0Ybu6ihu7giRq61Ozqphx2bWr0L7UC6NHi2F12knQNYSAzrbOLBmwhL4yIVqoz+iZpk1FJhbgz+RWxI581ezkfmJeou7fxkitavO1tlfRz08YYsyZIxp5jx4VnJ6aCgc2ZrFi5Emmd4ima2AWrq4iQnr4EAYNlhj1+dusvLAShdqwgz80tHKIbmxsDhqNYSeOgwNkZZUQFZVKUVFX4+pHV1ehdtGioEBcdMCd7DusvbKW0/dPczXjqlnnR4umTcUDUa02fv1qhSLWjo40f+895L17i+zB0aNC3FERat3Pu8/aK2sBeKPvG2ZNlrayEvZPvXphdFjlZ+GfUaYqo4t/F8a2HW9Iarm5pC9fTtr16xaPnjGGz89/jlKtpE+TPgxoOqD2F9SA2KxYdt/cTXFxMW+FvUVws+B6HZdCreCbCOPN2FXRo4e432vSpigUCrYc3cKV/Cs4OzmzoKfpMT/6kCTxHGndWkS8/1P4L7E1ELTpx9DHHsNBK/v+7TddpdbHR/gIu7mJB8Qjg7Oz8JAcOxasrMxuvnZyEumyestz5XIhptFOof7lF9HEW4G47DgkSUKlUhEREYFcJm+QeWrdu4sbVpJg935bMjMr/pCYKAo0RnDk3hGm7pzK95HfG/y+NpssOzsxC3TsWMMHrXYVPHqWN++sb8O2WX9w+dlvuL/kZ3qGismsOdkyzv7z3xy8eqlaGq5TJx8GDxbL3KIiJR9/fMGA3JTKXLy9I/Hx8eHu3QBqGVAhFB+bN8Mvv6C+fpV/nf4Xao2aQc0GMby55T5HFTNIiYszHF5bTf1oYyNWGqNHi5MSFQV//IEkSSw/sxylWknfwL51OoaqOJt0lhOJJ7CSW/Fuv3cNFieSJJG2Zg0lMTH0u30bF1M+dzWgsFDUWMvKxHudTTqLtdyaN/q+UeeJ3pIk8fGJjykqKmJky5GM6jqqTvvRx/bo7WQUZeDr5FutGdsSaPvUyq3KCfQOZEzrMbTwNN8kWSYT2rUZM2o1h3mk+C+xNQCqNV8PHlxpNrhzp+4p0Lmz8E575CF6Ra0vPz+f8LNnae3sbFHztSSJUllFwGk5bGzEle3lJSRlv/wC5eXceniLWXtmsejwIs6cPwM03JBQECnfZs1EU+22bVCaki0e7L//LnJoesgszmTF2RVU9Scw1/tR/6bVaIwEpo0a6Syg3PPvc2RlpcWKRuHAkZc28Y/5jqxZowuoAFi0KFT37w8/PMcbb5wEKmtqo0YFEhbmgUYjaqImJ5nb2IjIVa1m856l3E6MwsXOhXf6vVOnh3LTpkIj9corlYRuUtLfq5cItdzcoE8f9sft51L6Jeys7ep0DIWFwmBcaxFapirTeTQ+1fEpgwewtqZ2q1UrGvftix2IDMKZM9UtgUxg40bRzZKYrNANmp3RcYbR1gRzEX0/mqvJV3FzduOD4R/ofn/okIj+ta15lmBM6zFM6zCNV3q+gr11zYxSWipuSWOnQL/5+vkRz7PviX0s7L3Q8oP5G+C/xFZPGHUU0XoKOjoKldqhyvld+jXt7GzL/drMRX5+PudPnaLLzZu0OHWqRjGBMdy+LbJHe/eaNnM2CUfHStl5RgbFly/y3vH3UKlVZGZkYiOzaVBSg8qecXd3EShfSvCsND387Tedt6FG0rDk5BIKywtp79Nepx6ri6GxNihau7a6eg4/P0FuY8YgCw2i6ejdBn9es0aUQVu1qrxExowxTC9euJBuIBRp0aI5Y8aI0/vggXhOmzwhU6Zwv3MzfpSiID+fRQ5D8XYwQw5XAzp2rLyGzelTo00bWLCAHCe5TtjwQsdnCHCxvJ60e7cQ/mpt2DZd20RaYRp+zn481+053Xb6QpHeQ4fi8MILwt9UkkSRc9cus0feay+DgnwZY1qNIdAt0OC9LEVWVhZJN5P4ZdwvfDXmK/ycK63oSkuFuExVu56mGjwdPHkr7C0ea/WYye2io2HlSlGr1YcxRxEHGwezxEX6uHfvkXmTW4T/Els9YNImy9W1slk7KqqaYez16/D997WozOoIbfqxeevWNGrSpLLeZeYV17at6BZQKkXkY4aRunF4eAglyvDh/Lv0KMn5ydir7JkdPJvevXs/knlqjo7w5JNC7BDWTybcQLQPtT174OZNtkVvIyI1Antre5YNWYa13LrOLv02NuIZWVYmnpfVHko+PtCjB5+e+xT3EatoOXofnUKUBgIIjUY0IINwihgypFJwk5JSwOnT5wxsspycKmuKZ86YVrJqkFgqP4XC1Yk+NGHsLaWwgTMZ6tUOhULJwYNRtfapAWBtzfUH1ylVldLaLoAZR9LrlA7Q9oDfrZhLN63DNCa1ncSbfd/E0Ub0UBpVP1pZibxxRXqemzfFqsKM+0FbkisvteG5bs+xc+pO3XtZCn3vx46tOhIWFGbwdy3XWjKovFxVbuExiP/XV0Tqk1qJTwlH44+ikSxfcatUwoDoiy+MLPL+YvyX2OoIs7wfW7asdJE18k2rVKJ/THujNgQMampt24rI0ddXLAW3bjVrpaotk3l5CWn59u31eA4GBHDAN58/7hygtKSU54OfY0jfwY+E1LTw8xPKPZkM8T9jxoiKtiRxd9dPfHPqPwC81vs1gtyC6jV6xspKnCsHBxEU601I0uF4/HEO3T2ErWMxe8de5dqz35B0LVcX+djZCc2PFp980h9HR3F+kpOL+PbbfBo3NlSXduggCvRNmxoXVGjxsPghOaW5OHr4snjEMmRyKyHfNHagZiIvT8nbbydy4EBjQkJqIbUKDGo2iG1TtrHUdgTWSrVI0Z86ZVFaUNuamZgo7h03ezcWD1jMoGaDADMk/aGhIoJ2dhYnzQxDAWdnsV9tmbiutllZWVkcOXuEYu9igmpQCmtvTUvMexb/uZgFBxaQlJ9k5nGI/9f2sOmTWqeunfjiwhcs/nMxe2P2mn8QFUhLE88JJyfjqtm/Ev8ltjrAIkPjgQNFf1EVy6VOnSoDiV9/1Y11qxeMCkXs7ES9y8lJ5BX37DHrYWJvLyIfOzvh+3bwYN2OKSk/iRVnVlBcXMx4v8eYlSnD+sKFuu2sDlAo4Nc9MlK6jkPZqQMfSH+iyM6kn2cXJreb3CDz1NzdxdxREPWRqi18akmNk60Tc9o9SQeNWC1sfOuG7kE2ezaVriVAjx6N+PnnoVhbixrU0aPpjB+/l5ISpW4bmUwQ6qxZpv3+/Jz92DplK6tGr8K/7whR8/L2FhL8OkCpVHLt2nlsbeX4+jbh0iXz7dubujel1fT5lVN4T5wQ16OZuTdfX0E0ecXF3L9veA2b3acWGCjEVU88Ubki0E5IMILU8hh+vf0rN5ITjP7dHGgjtQgi+PTap7qUbFVorwdzvbS1zdgXUy+i1pi38tT2sHl7V08/7onZQ1phGt6O3rWmNI1BK/MPCvqfGVWjj/8Sm4VISEiwzKVfLjfs5VKrdTfRqFFCY1BSIhaw9ckOmVQ/uruLkMDKShQo/vzTrH16e4uHpzabGhlp2TFJksT7f77Pw7yHtHZtzb/aPIFVYqKoc1y+bNnO6oiTJ0Xad/tOOaVDJvNE0GM0dg7gw1EruHPnToMNCW3dWkSJIDJ9+mPyRrQYwY7Hd/B83wUwZw5lngF8dbobADKZxBtvGO4rNzcXR8ck1q0L00VuR44kMmrUbgoKKlNPtraGD5Ca6rUONg509u9ceaDz5xv6c5Wbl87S1tRsbW146qlmyOVyLl40nQTYdWsXNzP10o5yuTBQHjdO/Pv6dWEDZka+WyaDgKBSfr39K69v+47cUpEFsbj52sXF8POfOKFtEDTYTK1RszV2Ndml2UTEmzYcqAlaUrNrYsfZTNEnMbyFcTWoJRFb1WbsYI/apdZKZaU9mKurIamVqkp1bRjzus8zKUCpCX+H/jUt/vbElpqaysyZM/Hy8sLR0ZEuXbpw6dIl3d8lSWLJkiUEBATg4ODAoEGDuFklf19eXs6CBQvw9vbGycmJ8ePHk1LVJ8lMxMXF1d2lPy9PqAwqZE/W1kLsYG8vJMVHjtTpkMyT9AcFiQYsEO+vJ8E3hVatxOg5mczyorZarWaow1CaOjXlh6k/YNs9tPLpr68CeIQYOFCs9AsLYccuK8Y8tZzd/zhHVlpug5GaFkOGiNNcXq6dP1sZBfg5+wnrKGdnNsjm8KBYNHxP6RBDK9v7uu30hSKzZvXmyJGpuLqKJ92ZMykMG7aTnJxSg/ctKxNin507K3+3P3Y/26K3Ga+V6Bf4oqNh1apaxUVVhSIhIVZ4egrBQxXBqQ53c+7yn/D/MGffHO7lVJm43b27EBdVDG3lp5/MIrfI0i2UqkpJSrTG2da5To4iBsjPh/BwcS2uXm1QsNx9ezep5THYWdnRw8dyI1UtqXXo0IEtiVsAeKzVYzWaJltCbPqTsU01Y+tDG63Z2qq4etVQKLLp+ibyyvIIcgtiQpsJZu1PH5JUf2JryAlqf2tiy83NJSwsDBsbGw4ePMitW7f4/PPPcddL4H766ad88cUXfPPNN0RGRuLv78/w4cMp1HtwL1y4kD179rBt2zbOnj1LUVERY8eORV2HEKlnz551gfaJJQAAmhhJREFUd+m/c0ckoo8cEVYUiDSStin64kWhKrIEFg0J7dxZiCmefdai6dNhYTBvXmUGyRxoJ1+3dGnJ78/+ToBbhQpu6FBdvYtdu8TIl0cIOzsYO7kIuU05KSnwxyEr7t1LFKTWpw9u4eGWn/QaoK1NBgVBr8FZPPnrE1xIMUy7qtXwn68qn1yv9zonZJXx8UaHhIaFNebPP6fh6SlW0JGRGQwatJ2srBLdPgoKhAz+9m0hQnlQ9ID/hP+Hz8I/4/DdwzUfsCSJi66oSJhox8UZ3cyY+lEur7weLlyoHi1qJA0fn/lY9M01HWS8F6p5c9EQ6OUl/l1LzevWw1ucKtgIQA/3saiV1vUjNRCyxzlzRASXlSXI7eZNcktz+T7qe6wcC5g1LpihAy1r8NQXisSqYrn+4Dr21vYmJ2z7+Ij6cG2lP1OTsU0fk1hs5ubeNSC17JJsfrkhjKhf6fkKVnLLp4Pm5Ih1ibV1detYcyBJErcbcKH7tx40+s4773Du3DnO1KBpliSJgIAAFi5cyNtvvw2I6MzPz49///vfvPDCC+Tn5+Pj48OmTZuYXlGhT0tLIzAwkAMHDjDSzDEfDTIET1tQu3GjspG64mY8cUJsMnCg+XZbFk++rumYLEyIazM2Nam3MgszOXnhJI0dGxuX9Gs0Iry4fVssT+fMMe3vU08sPr6Yc9czaJe2DOsyW1q0iOWZZzrgdueO6HGzthZ1yAZyqNZoJF49tIALKRcI8Q1h3YR1usbhe/cM/akbe5TwfOgVpv6zMQl5N2scEhod/ZDhw3eRkSGimgEDmnD06FRsbcVD6Ngx4Qji6ipxr+UiLmacoZNfJ9aMX2PQtFwN2l7Lu3crhTahlb10piT9CgV8+aWI2p54wtBAe+fNnfz73L9rHfYJiB3Y2FTWvFQqkTbXuy41kobZe2dz++Ftetk/xadTFpKUVE9S00dxscFC6+OgRPaoomnt1ZrNkzebPodVoE9qfo39mLJjCg+KHvBi6Iv1ahXQYuO1jXx98Wt8nXz5dfqvZqcNk5IU7Nx5C09PG2bPbqczNP732X+z89ZOQnxDWD9hfZ16HK9eFe1BQUFi3WwJJEni5s2b3Llzh8mTJ///P2j0t99+Y+TIkUydOpVTp07RuHFj5s+fz/PPi76jhIQEMjIyGKE34NHOzo6BAwcSHh7OCy+8wKVLl1AqlQbbBAQEEBISQnh4eI3EVl5eTrlezr2gQhqsVCpRKpVGX2MWRo1CnpYGmZlI27YhzZoFVla6DJ1abV6traCggIsXLxIcHExwcHDdjikpCdnx40jTp5s9ciY3F7Zvl+PmJjF9ulSNhBVKBfN3zCemIIZPR3+KJEnGj238eGRFRcgSE2H7djTz5z8SA80j8Uc4dPcQcic5zVrd5fopf5ycupCZaYNjSAiy27eRxcXBpk1onniiQchtT8weziefx9bKlrnNPyQ7S427u/hSfXxgwAArTp8WnzU115ElR8P413ENQ4Z489pr9jRurKx2Ktq0cef48SkMG7ab9PRiTp9O4aWXjvD990ORyWT07QvXrsmJvHeXqPvleHe04d2+76JWqVFj4oKqCDNlf/yB7OpV2LcPKTsbafBglCoVkZGRWFtb07VrVzQaDRq90Ewmgy5dZJw9KyM6WqJFiwrrsOKHrLq4CkmSeLHbi3jYepi+Pq2txQJLqQSNBtn27WBnhzRunE5JsfPWTm5l3sLZ1pkPJjxJQsJNkpOT6d27N/b29vW7J0EssJ54AtmffxIT/ht7k44g2dnx2ujXaj+HesjOziYqKor27dsTEBDAuivryCjMwN/ZnyfaPVHv45QkicN3DyNJEi90ewErycqsfSoUCu7diyAszIGuXduhVqt1GatBQYO48eAG87vPR1WXJjoqjb5tbMTXaMnniYmJIT09nVC9BVV98beO2Owr7B0WLVrE1KlTiYiIYOHChfz44488/fTThIeHExYWRmpqKgF6K/558+Zx//59Dh8+zJYtW3jmmWcMSApgxIgRBAcH8+OPPxp97yVLlrB06dJqv9+yZQuOFs4dqwqbggKaHTmCXKkkt1UrMqt8oWq1jPh4N1q2zHt06iKNhuCDB7EtKKDUx4fkwYORzJBt5+TYc+xYEGq1jHbtcujSxbCJ6lTOKX57+BvWMmtea/oa/nb+NewJ5EoljcLDyerUifJHMIQ1T5nHZ/c/o1RdygivEYzwGsmFC4148MCRsLA0fHxKkanVBJw9i3NaGpKVFSkDBlDiX/Mx14YcZQ7/SfwPCo2Cvop5qG6Nw9OzjKFDk3RkpdHAtWs+HDwYTFSUPxqN4Zcc4JnLsLFpDB2ahJuboTIjLq6MxYtTUCrFbfvccz6MHesu/pYEn+1PQ0k5kx/LZFxwL/MPXJLwio7GOzoagIKmTUnv06fWaL601Iq8PDv8/Ut0m25M28i1wmsE2QexIGiBRdGOfVYWQcePI9NoKPPyIrVfP3Jt1XyS8AllmjIm+U6in4fxWWsNhT/i1hOec4Yubt2Z2u5lioqsKS+3xsVFga2tZf1dMcUx7M3cy0ivkXR17dogx6eSVFwtuEo3124WnVtTkCSpzhZhDYWSkhJmzJjx/3/EptFoCA0NZfny5QB07dqVmzdv8v333/P000/rtqv6hZjzJdW2zbvvvsuiRZUDGAsKCggMDGTEiBH1PukAdO2KfPt2ADSNG4v6F2LhumGDjPx8GW5uEv36Ga479CO1ljXMXDMbPXsi//lnKCujo0KBpDf92xS6dIFff5WjUkFAgIYuXURNbfep3RzOO4yrqytvh73N5LZmOCpPqFKorkNq1Bg0koZ/HP4Hts62tLBrwWif0fTt3ZcRI1wpLQVX1zaVG48ejWznTmR37tA6IwPNwIE1DP6q/T1fOfgKDi4O9PXvy7Le/2DNamvKy8HZuSODBlV+l2PHwssv5/HHH8e5dKkrv/7qSVqa+NxpOR5s3OjBtm3tWbtWzfTpla977DHw84th9mxRO1u3LovJk8MYNqwpZ0+8h+M1a5wKutPLeT6jR8ssO5VjxsCVK0j793Pb3R1vHx+6d+9u9rgSgCsZV0jMSMTD3YNV41fR2qsOKfL+/ZHv3g0lJXRMSiJmVCgtFS1xtHFkVptZpCSnolL14+FDB6ZOlervb1oFo0eP5tDNvXQPDsPXyZcffpCTmaJg5jNWNG9h/ITqR2qBeuqJx3iMVzWvYiWzMvm8ycmBn38WmZC5c2uPNcYz3qzPolAoiIiIwN7eAXf3rvj5yXF2/p+X4+tHar1798bR0VGXFWsI/K2JrVGjRrSvMn6jXbt27N4trIn8K1bWGRkZNNKrWGZmZuLn56fbRqFQkJubayD6yMzMpK+JXh47OzvsjBSRbGxssDG30cQUQkJENTcmBquWLQ2aV7p3FyK106dFzlr7jM3PzyciIoKWLVvWvaamj8aNRW1p82Yxe+X0aSMjkquja1eRkjx9Gg4dssLLS0VCSjir41dj72jP4ODBTAuZZvkKMClJtAI88US93Zi33thKVHoUqGCS3yQG9BugUz/qB9z5+eDqaoNsxgxRa4qNxerXX8V8Ggsj8+3R27ny4AqOto4sHbwUf1c7JkwQVlDh4ZUN1SCEUREREQwY0I45c7z44gtR7vt+RS5HI8V1qlDI2L7NipkzDc/j0093JDY2j+XLL6LRSMyceYh9JwZz6v4pPEJcGPBgETnZthQXm+5xMwZl165cSk0FPz969+plEakpldDJN5QPBn5AVkkWHfwtGx2kQ+vW8OKLwvbmwQM6/BbO9sfe46KsjLTUNPr378fPP7uQnS3GLTXErVAV47tO0/3b2aac7KtXUR0owOblQdWKy1lZWVy6dImOHTvS1Ihlvg21Py9UKlFqtLWtuY/tfPJ5ejTuYXaTuEKhIDIyEicnJ1q0CGXVKjlWVrB4schALz6+mCC3IGZ2momTremJ66aQmipKk82bm1cq19bUMjIy6NevH04V3rYN8lytwN9aFRkWFkas1muoAnFxcbqLJzg4GH9/f47quSgoFApOnTqlI63u3btjY2NjsE16ejrR0dEmie0vwcCBYn5WlTb9bt0MZ4bm5jaQUMQYgoMr2wDOnq3RCb8qBg8WAyCVSg2ff57Cz7f2UmRVhJ+zHx8M+MByUtNoRPX5/n1BtGb2VhlDfG48qyJWUVZexij3UUwcPNGopP/WLfj2W4iIoLL3okMHMX25Dunm2Gxxrb7a81UauzYGhLdily6VuqHSUiNDQhEPs0mTYOlXHlhbVa7Y53U4a7TP4qOP+jF2rHhtTk4ZC5+9zNrHNrB4xHzmP+PDggV1ILUKoQj+/vTUkppKJaxnammPiYgQVkqXouRMbDux/iIJDw9xb7Rrh6RSUbBuA3bHL+qEItrW0CTzDDfMwvnk85QoS6r93qE4CxQKSmPuC9WkbnSEoVBE+1ySJIk3j7zJL9d/Qak2r+BUVib+vyZH/FsPb7Hg4AKm75pOmaqs1v1Vbb7OyRGPei8vQWrXMq5x+N5h1l5ZS3Zp9aHEliAmRoiXzOlz1ZJaWloaYWFhOlJraPytie21117jwoULLF++nLt377JlyxZ++uknXn75ZUCkIBcuXMjy5cvZs2cP0dHRzJkzB0dHR2bMEKMb3NzcmDt3Lq+//jrHjx/nypUrzJw5k44dOzLMjOjkkUImM1yeJSbqlCOjR4uAqrQUfv65lNOnzzc8qWnRubNgKoADB3StCLUd+rhxKkpLE7ifl8WZCDfkcjkfDf4IN/s69IXJ5ZWRWmqqsP+qY6Hdy8GLEJcQWti04M0xb9bYp5afL5R9hw9XfGStP5Z+lsCClpAPB37I92O+Z0r7KQa/Hz1aePPl58PWrUWcOxduVP348KHgVpVaLAreDAtnnMNx3XQEfcjlMjZteowWLdwBuHTpAV/9M4kp7afQurXlvFyj+vH0aaFe/flnk/6O+cosCoqUREZa5JJlErvv7ueXtkoSgpuRW1REhwkTdOrHhia21IJUXj/yOpO2TyKzONPgbw4tG0PXrpTaulW2BFy7ZpTUAE7dP8WJxBN8G/mt2aShJTZjSmNJknTN2CE+IbWqII0ZGmuttLy9xf5WRawCYGLbiQS5Gbf4Mhfm9q/9VaQGf3Ni69GjB3v27GHr1q2EhITw0UcfsXLlSp7SG/H81ltvsXDhQubPn09oaCipqakcOXLEQP775ZdfMnHiRKZNm0ZYWBiOjo7s37/fojTLI8f58+LhUeFdpQ0grKxKiYpKITGxE61aPQJS02LAAJFjbNPGrHyCSqXiypWLDBv2kKkjO7NoTgvmdp1L9wDzJ+1Wg6+vaNq1sxMkv317nazOHyQ9YKLzRFZPXW3Q81gVvXuLiEqjEcYTBQUYFh/y8+G77ywy7O3RuEe1gr6dneDL8vJSjh1Lw8GhYzVSU6uFX7Q2MBowAJav8xe5qYSEirDSEO7u9nyyuh32DuI6Xrv2BmvWVJptS5Loa6vNrs2kS3+/fpWDY3fuNDr2RSNp+CXjXXbFbSY25YHBGJ66IrM4k68ufsWKU5+w1T6NRitW4Ky3qAv0FUSv9SesL7SDX1t4tMDH0cfgb/b2gKsrZSPHi3ybUknJL7+Q8PXXhLRpY0BqSrWSry5+BcDMTjPxdzZPiGQqYjuXfI7L6ZextbLlpR4vmdyPMVKDyr5zHx8ITw7nasZVbK1s6x1Zq9WVvf2miO2vJDX4mxMbwNixY7lx4wZlZWXcvn1bJ/XXQiaTsWTJEtLT0ykrK+PUqVOEhBh29tvb27Nq1Sqys7MpKSlh//79BgXevwW8vCq9q3TpwHwCAy/g5eVBSUlAg/hJ1giZTCgatKO+TUDbfA0wdGgos5+24dUBz/Bi6Iv1P47GjcUT3sZG9Fbt2mX2kyu3NJfY2Fju3btHWFgYvl6mp2iLqFM0xRYXC3Iz4NHISGHXsGtXtekMWiTmJfLe8ffIKc0x+nctHBxy8fK6wuTJTgbu/SB44t13DX2JP/oICrybo3l6jshLhxk6wQOUKEvYmPFvAmaE63738svHuXhRzBo6flwEvseO1XxctY6esbUVdmzabuzjx6tNB9gbs5fo7CvYBNzG2dYZPWOgOuPL81+SU5hDgFUArzz2Ci76i63UVLw2rcQ+LwOVSozvqQ8iUiM4kXgCuUxudIColmzKcICZM8nv2pWU1FRaFRTQNDHRYNsdN3eQnJ+Ml6MXc7rMMfsYSivMZKqWltUaNV9f/BqAJ0KeMEmUNZEa6Ln6e2n4NvJbAKZ3mG66v9AMZGSIxIqDg4gGjeGvJjX4X0Bs/2fQurVw5QA4cICCGzcIDw+nb9/GzJvnzbx5f4FjtpVVZS+ZJAnFQxWbI31S0zTWoJEZyp+jo+HatXoeR1CQcGC2thYJfDNMk4sVxUz5ZQrvn3qfkO4hZttkaZ/bWluzw/pGHUOGiIKnduRNFX9LtUbNP0/+kyP3jvB5+Oc1voe2pjZ5sj+PP964miLt/Hn4z38MfzdwoFjr2DQNwHfuONp1kDNyJHz2qYZb53KRJPg+8nvSCtNoP7SM2c+0A0ChUPPii4IhO3QQ5H3jhvESmVnz1KDS33HMGPHvq1dh0yYoLSWnNEeX1nplQh+cbJ2IiRFmJnXFxZSL7L+1H6VCySdjP8HNtcp3GRWFrKyUJknCNSYlqe5DDdUaNZ+FfwbA1PZTae5RvY9Rmx4sL4esnBzOWlvj9OKLuHfqVGkRB+SV5bH68moA5ofOt2i8jTZiq0psv8f9TnxuPK52rjzT5ZkaX2+K1CSpMmK7XXKauOw4YcptAfHWBG0qODDQuNLyf4LU4L/E9vdCWBh07EhZSQlpX35JKx8fWrduTUiIoRDgL+k8PHZMWH9t2aIzsdMnNbumdrx+9HXm7J2jK7gnJIjg5rffGqD20by5yMW2by8mMdeCd39/l+TcZArtC/F0N89iSAtPTzHdRyYTQZpOrySXi5CuRw9x0n/7zSAluPHaRm5m3sTZ1pl/9P6H0X0bE4qAOKXacUWmxs5op3PHxIiv48235XTo50GTxiX8+72m5Ef34b1+ixk+tNIE9+pVUSNq1EgIV0AMMtW/bswmNX306CFUtHZ2IkwqKeGL819QWF5IW++2zBs4gcaNtX16te/OGBQqBR8c+gCFQsHMbjPp1rRb9Y3GjYN+/WjsUoB9egKK348IJ/E6YNetXcTnxuNm71aj52KTJtC/P/j75+pqao3794dnnqkM5ySJn377J0XlhbT2as24NuMsOg5HR5GJ11+8lipL+eHSDwA81+05XOyMu6uYIjUQa1MREUrsShB9u7M6zapbLbwKTNXX/qdIDf7mcv//c5DJyB84kORTp2jk5IRXRIQoAulVlO/cEeLFp56ybG6TxejaVbjbpqbCjh2opk7lYkWKtF2Xdjy972k0koZWnq10K9NmzQQP3bollNr1jjJbtzbUcmufzFWWhhvPbOTgvYO4uLiwYviKOkmXW7WCQYPEqtygPVAmE81j1tYitDpwAJRK7rbz48dL4iHxRt83jKZ0aiK14mLhhZ2fLyZo9+wpTvX58yJlpP3Jzq7898OHhs/utHRHSH+ch6ceJ7wpTJ6ch42NHKVSRC937uTSqpUHQ4aIEmFKitCAtG9fR1LTomVLoVYsLeVC6R3h6iKTs7j/YuQyOd26iUvm6lUxGccScawkSXx25DMS8xJp4t2EhWELjW8ol8OwYfTzimbQH/uQqZTwU4wIvS0wKswry9MRx/zQ+bjaGe9PbdIE7O2NCEX0Plxu+HH23voVbOUsGvCpxY3TfftWnyRUqCgk2D0YG7kNj7d/3OjraiM1EJfuhAlQWChjXtfP2XhtIzM6zrDo+GpCRob4/6oj5v4nSQ3+5s4jfyc0iFdkLdBK+lv5+dHyxAlhST9hgiAZRC7766/Fr9u3F+WwR9pomZICGzagKS8n1t6enAED6NmrFx+c+oBj8ccIdAvkl8m/GKRcFApYv16MfvP1Fc9ASyYC1whJEnlCSRLzfio++MUbF3nx2ItgD892e5YFvRbU6y1qPJ+SJAw9T59G5ePFbL9wYnPuMKDpAD4f8Xm1ukxNpKbd1Y4dgmh8fcUCoLa5q1ohyMHf1fy0NpbYOy2Q1OLE+vlJJCbKWLr0NJ98IiLK0aOD+eOPychkMk6cEDM9vbzg+eeVRETUkdT0UK4qZ/qu6aQUpPCE/zDeCHgcQkMpKxMLr86dhVDBXEiSxJXoK8w5OgdrR2uWDV1m3kywBw+EyCgnR5zE554zHG5nAjmlOXx5/kvu5d4z6QdZk/rRAHfuEL97DSfKbjPXro9ooelQxz4+PUiSRG5ZrlGjY3NI7VFDrRbk5uenP96ubqTWkM/Y/xKbmXjUxFatTy01VVwx3Q1VhsnJQjypVosSkHZA96OC6tYt0r74AjQaGk+dyu/BCj46/RFWcivWT1hPe5/21V5TUCAU0YWFIhJ68skGsIFMSRFhjiSJpe3w4cTGxfHWibdIkpJo59uOnyf+jK1Vw4SxarWIOrp1q0J2UVH8pAjnp+iNuNq5snPqTrwcvQxea4rUtCguFoLL4mJRpjG38yQ+N54ndz2JIrMcx03rCI8VqbrVP0k8OUNJ27brSUkRky327ZvI+PEtKS8XC6KCAjVNmlyjU6fyepEaQEF5AcvPLOd66mV2pobhpJBEynjkSIu/bP3RM406NOJ4ynFe6/2a+b2QpaVIu39FZlXRMmLhaq9MVVajhD4rK4vw8AiCgjoSEBCIrymtRUGByMVr8/A9eojz8QimxVtKagXlBTVGpA2J+kRq/yW2/wE8SmIzq/laL5y4fFmUe6C6q3pDQltTc7pzh07x8STJC5jpcYIyBxsW9FzA7C6za3xtWpqI3JRKIasfNaoBDujSJTHHDUhp1owfrO/wR+EBHGwd2DRpk/HRKHWAJMHGjaJmOHSoqK9ooVArmL5rOsn5ySwfupwR8lbCTqTiwWIOqWkREyNStjKZcEQ3R6irkTRsi95GbFYsY+On0PO5TgC0bVLIzfsu7NoVw/TpvwMQHOzGzZtzcHCw4fx5Fdu3JxIWVsjkyZ0arNUltyQHj6joyuG1LVqIVEJNncZVUN95auHhoi7aq6dE7+7Kyvy8UikUGfVw/ddGav7+ndi/PxBHR3jrLcNt1Bo1yQXJNHNvJn6h0YjIXjuRxN9fnA8vw8VPVfz4ozjk6dOh1DaJnTd3MrfbXNzt3attaympXb5RzIJjz9GvfQveH/R2jbW6+qK+6ceGfMb+VzzyPwyzSK2kRLhxVEiLu3UTdRkQbhZ6RggNBn2hSMjMmchHjGCF7BxlqOjZuCezOs8y+fqAAOGkAZXm7fVG9+7w2GNkZ2dTevQoI629CHAN4JWerzQYqYEgmo4dxb///NNwZJytlS2bJ23mvf7vMbzQV0x//vVXUKstIjUQC5LOncW52bfPvH50uUzOjI4zWDp4KT3mdmJAdyE/jElx4cABmDq1ja6dICEhn//8JxKlUkl5eThTpz6sN6lVXQd7OHqKtMG0aaJF4949WLOG+Eu57NolasKm9hUTE8PdhLv4t/ev0+gZpVI486RnyCpJTZKEP9mPP+ruGX0ciz/GW0ffIq0wrcb96qcfmzcP1L1XVeyL3ce0ndP4NkJI6JHLxWpo5kyhCMnMNGuAqraWamUF30Z8y9boraw4s6LadnVJPy5bc42EPwdzM/FhvayzqmLHDrHOzM//n6+pVcV/ic1CmGHKYTbMtsk6c0Y8MLS1BESGIzhY1LS2bq3sg2kI6JOabp5aWBj/nLOeAW1HsnTQUrOK4+3bw0sviTRbQ9UC49zdiW3enMDAQPrHFLDDdz5PdJjeMDvXQ7dulVZYu3cbDhx3snVicrvJyGxsxJMoOpritWs5f/q02aSmxahRIqjIyqpc5BvDw+KHlKsq3UckSYh0Alo56373+eeir/PTf1fmp1esuMjvv5/Czs6G3r3rl34E2B+3n3ePvUtWSZbhH9q3F2Gnm3DnuPPtEaJP59SojtSP1BLcEph3eB7rrqyz+HgqLGENe9nKy0Uav6hIhN7h4bqVVZmqjJUXVvJnwp/8Hve70X1Wralp2zqVSsMFWrGimB+ifkAjaaqlo2nZUvhdTppkqKwwssJTKitJM6HoJscTjiOXyZnXfZ7BdnUhtZTsHKISYwB4ddCTDTYNoKxM1IgvXQK5/O9FavBfYrMYdZkOawwWeT8OGVLpr/XLL1BaipWVyHB4eIjsT0MpJI2SGoBMRkDTEL4Y+QU+Tj6inqDV+pqA9sEj9l27C4YpxMXFce/ePYJnPYH9xIkAOIVHIX+YZfqFdcSYMeL4i4rg6/Wp7IzebRixdOgATz5JqUpF6smThMbG0rxxY4vew8FB9MW3bm0w39MAGknDu8ffZfqOp9j8WxKvvy6279BBpDK1uHlT4rtPzzJ26Gbd78rK1KSnq3Q1NZVKtAWGhxt5o1qQW5rLygsrORp/1Phk7kaNhMwzMJCOHimQlUVsbHXbT31Sa9apGdtitqGRNDRxbWLxMWl1Ig8f6vWM29sLEUmnTiI1eOSIcE0pL2fjtY1kFGXg5+zH052frrY/Y0IRfb8C/Qb+dVfWkVOaQ5BbkHHVoqtrZeivPciffqqUElZAuyiVySS+v7ISgLGtxxpkIeoqFPnu5A5UGhWNfZ0Y3nqgWa8xBykpgqPd3SXu328YUmvIxfl/ic1CNASBWGxobGMjFBhubkIDvmMHqNU4OgpF3dixInCoL4yRWk5pDhdSqjRI5+XBunUiPZqebta+i4tF1m7jxrpdwFpS82zjyYw/ZrDHLR1pxAiYPNmQPRsQNjYiw2Zto+KXM+dYvPYYG69tNNgm18uL8y1a4N24Mb4lJeJDmpF60kebNuLrrams8OXeo+z9ZAJ/vLCGWROC+OKLyh44LZo2LUcuP8bLb18go2L6h1wGjz/eiHnzhukitXv3RE/byZMWHyYrL6ykoLyAVl6tmB5SQ5Ts7AyzZ9NoYi+8erVEqdTrC8SQ1Pr27cv3175HoVbQs3FPhjcfbtkBIW4Je3tBaln66xutq/Rjj4mb49YtMn78nA1RawBY2GthNcFITepHfWLTRlZphWlsid4i9tV7oXmO+4cPi/tlzRrRD1mxSNK2cTxQJHD1wRVsrWwNXHzqSmpphWn8dkXcu+O69G7QeWvJydq0dHKDRWpGssZ1xt+e2Jo1a4ZMJqv2ozVCliSJJUuWEBAQgIODA4MGDeJmFW+/8vJyFixYgLe3N05OTowfP56UWtzKTUGSqLMfXp1d+p2dRXOs1jtw/36QDGdRaTR1b4w2RmoaScM/T/yTVw68wtYbWys3dnIST5TyckFuWbVHTJIkgjw9XjYbWlLr1rMbn0Z9SmF5IZFpkcLmSX9FXFbW4N3rXl5QFLyVvLI8SAtlRNAk3d+0NbVmAwfiuWiRqKloVTMWTifQf+bk5lb+OzU/g3dm9SH7/DhURe6631tZCd/qlSvh0KEc7t9fxYMHlXm/kUEFHJkUz7ZFzSujbkSkFxAgUtjnz5t/fFFpUfxx5w9kMhnv9XvP9IPc2hpZ/36EdBKPl5s3NHD0KFJhoYFQ5HLOZc4ln8Nabs3bYW/X6cErk6FTKlarNctkohj9zDPg6spXOQcof5hBN/+uDGtuKEM1JemXyyuFntqIbdXFVSjVSno27kn/oP6YhcmTxRegUol+yG3boKSE4mIRlZ/POA7AUx2f0vVF1kfS/9OlnygvcKWxS2N6t2m4GjRAUpLEw4cPsbZuuPSjfi27vvjbE1tkZCTp6em6H+34malTpwLw6aef8sUXX/DNN98QGRmJv78/w4cPp1CvKLJw4UL27NnDtm3bOHv2LEVFRYwdO1Y3Gt0SSJLIamzcKKyKLEG9R8/4+Yn8o9bWSC+fpFSKLOXPP1t+gdSUftwWvY3zKeextbKlVxM99w8bG0GyAQFi2b9pU605xqq8fPCgeRykJbW+ffuyIWYD9/Pu4+Pkwzv93jF8EBYWih6DP/9sUHK7/uA6x4u/xrX9BT5/tx2NPEVYVU0o0qhRZY2pXbs6Ne+pVMK565tvxENakiRWnFmBtYuhQ/zrr4u///kn/OMfUFBQOcW8Rw8/fvi2LStfdmZwB2+sDh8WIZpGNG7LZMKuC0TQYI5hh0KtYPkZMex3SrspdPTrWMsrBLRDEu4dT6Ts5Hkyly0j4/JlwsLCsHGw0VlZPd35aZq619AfZgZqJDYtmjTh8sReHLVPQ+7uwRthbxpcO+b0qWnXBiqVGPlyNP6omC7Se6H5hOzoKELz0aPFyiQ2Fr7/npK4FGKzYsnTpOBm76ZTG9eH1EqUJVxIuYCq0IMejXtY1FNYG9RqicuXMyksLOSxxzo2CKlJUsMS29/eecSnyjfyySef0KJFCwYOHCjGOaxcyeLFi5k8WUxr3rBhA35+fmzZsoUXXniB/Px81q5dy6ZNm3RjajZv3kxgYCDHjh1j5MiRRt+3vLyccr1Vt3a6qyonG4+4aNSqnuzZI8PTU2O6t0Xv9drJ18HBwSjrOJKFZs2QjRiBLDwcTYXTOIgLw85OhlIpY+tWmDtXg6cZzlIqlYqoCkeR0NBQJElCqVQSmx3LVxe+QpIk/tHzHwQ6Bxoes1wO06eLCdxZWbB+PZrZswWD1QBPT9G3umOHnIsXRX6+V6+aSeju3bskJCTQq1cvruVcY3u0mDj+ftj7OMgdDI8nJgZ5ZiZkZiIplUhDhtRbsVKmKuPDPz9Eo9EwdURjRnXogVKpJC8vj4sXL9KmTRsCA/XOi5ubIDcHhzqN3JEkKCqSoVDI2LNHwq/fAc6nnqXtqynkr91Kwj2RB//xR4kpU9SEhopzl55euYgbOtSRkM4eNOu2AM3Fi0jHj8O5c0hZWWJCuo0NwcHg6ysnPR3OnJEYMsT0QmDtlbXcz7uPl4MX87rMM/va9fAADw85WYU+nH3gTtPSWHpbW2Pdti0/KMNJL0zH39mfWSGz6n4/IIjNz0+GvT0olcY/y88x25E8PBjXZiLBrhX337175ACRd+/Svn17AgICajyO0FAZGo0QSqTmp+Jk48SQZkMq92UJunWDgADkv/4KWVnIfvuVbl7jsA8MYVSXttjJ7CguLiYiIgIHBwc6d+6MWq22aCFugw3bJ2/n9RvpeNl64e6urOsUKANIksSZM3fJzralRYsmNG5sVa/vTousLMjNbYAxDRX4X9XHplAoCAgIYNGiRbz33nvEx8fTokULLl++TNcKdw6ACRMm4O7uzoYNG/jzzz8ZOnQoOTk5BhO0O3fuzMSJE1m6dKnR91qyZInRv4XPmoVbuZKtimncsWuHi4uCESPuY2tbdyPWukCmVCJVceFXq2UcPx5EdrY9rq4Khg+v23GVa8r58v6XPFQ8JMQ5hDkBc2pclVqXlBB07Bg2xcWUu7uTNGQImlqilZgYD65c8UUmgwEDUggIMF3sKVYX81niZxSoCujn0Y9JvpOMbucRF4dvhbV8Ttu2POzSpV7ktjdzL2dyz+Bm7cabzd7EwUrkfR88cCQ31462bXNNvl6mUtH43DlyWremxEzVUUmJNQcOBFNcruJ6o0+gcQSPeT9GD5tRLF/ei5gYob5r2jSfL744hZWVxP79uaxdK9LB06d78uSTlQo9l/v3aXTxImWeniQPHoxUUWtLSXHmzJnGWFtrGD/+HnZ2xq8TlaTi04RPyVZmM7PRTLq6djW6XU24ccOb1FRnQlpl0CvlMM5pQmK/q62abc63eLLRDEKcQ2rZS/2h0Cg4lXuKPm59cLZ2xqaggGZHjoBMRnqvXhQ1sUy4UqQSbRbO1jUv5GqDTKnE78oVbAsLSRo8uAFcDAwhSZCZ6UBBgR3NmuVjY9Mwj/qMDEeiovxwdlYyaFDdSzr6iIvz4MIFR379tcf/vQbtHTt2MGPGDJKSkggICCA8PJywsDBSU1MJ0BtrMW/ePO7fv8/hw4fZsmULzzzzjEH0BTBixAiCg4P58ccfjb6XsYgtMDCQrHPncD94kBKlDT8qniHfKYDWrSWmT5eMPkP1I7WWBiaEDYj4eKEZ9/GhsBDWrpVTUADNm0vMmCEZvV+qRmr6dZgV51awL3Yfvk6+bJqwqXaz1JwcEbk5OqKZOdNk1Abihtu/X8bVqzLc3eHllzUG4hf9SM3FxYXFJxfzZ8KfNHVryoYJG0wOWpRFRSE7cEC8T48eSHr2W5YgoyiDKbumoNao+XLEl/Rp0oe8vDwOH75CRER33N3dmTlTQ3BwzfuQnT6N7ORJsLJCM2EChJj3AI+MlLH7t1LC008QMPRXNk//Hmu5NaWlMGiQNVeuiM/z+edqFizQcOdONp06/YJaLeHubsedO8/g5qa3uEhOFsVCvemjkgQ//STnwQMYPFiif/+aHwMlyhIO3TvEpDaTLKqDSZJEbGwcKSnJ9O7dG2dHR2QnTyI7exaA/Kb+OD/+FLL/AXl4TkICGatWESSX4+rqitSnj4jy/+IZjWqNGiu1RqdQUZSUEL1nD1KbNnTt1q1ONlmX0i/R1b9rg0n7oVL0k56eTu/evXF0dESlajhTleJiuHatgEGDvBuE2P72qUh9rF27ltGjRxuQGFDtZpMkqdYbsLZt7OzssDMSediEhGBVVobL6dPM0OxmnWIu9+65cOFCdXur/Px8IiIiaNmy5aOZfA0QFyf621xdYe5cPD1dmDlTiBbv3xd1mNGjDV+iUqm4fPkycrncUNKPGEH/W9xvYhr2kI/wdqlhyJI+/PxECs7JCSszRzdPnChuin79wN6+8mESFxdHYmIiYWFhuLm5oZE0NHNvhp21HcuGLsPFoZYm3j59RCHv99+FRYtcLnT7FpJboEcg6yas40LKBQYEDyA3N5eIiAj69m2Hi4sXV67A/v1WvPSSiWnVAwcKJUh0NFb79gnFhhmTCnr3hps3XXC2G0dz62E42IlI0cYGvv9e/B1g6VIrHn9cQ1ZWHKNH+/D775nk5ZXz/fc3+OCDPpU7rNpXd/IkNG7MoEGtuHlTlARNjeBzs3FjekfLegW1D8LU1BT69etX2Xw9cqSwWNm7F88HeUJk00DzmLSZOn1uupl5k3Y+7Qwe8llZWUTduUPIa6/hERcn+h8iIoRi8fHHRUq5CgoLYf+tQwR4uzCwed8GUxh+Ff4VSflJLOy9kCZOTbj34480uXOHRk5OyLt2rXU2YlVcTr/MK4deoYNvB9aNX4eVvP5ErW2+zsjIoF+/frqamoWHZhLu7tC1a8Pt8G8vHtHi/v37HDt2jOeeq5z46l/RxJJRpS8kMzMTvwoJuL+/PwqFgtzc3Bq3sRiDBkHr1gQ45jFGJR5Yp09XTGCuQL2FIuaiSRNRzMjLEyNmystp1EgIsEC4xuflVW5eY59aBdr7tGfZkGW8FPoSoQE1NFYZg4+P4RP+3j2T06+trIS/s77TkL5QRDtPTS6T83LPl/ntyd+M+lIaRffuYucymahIa4ddWYgQ3xCe6/ZcNaHI6NFiqGJhIezda0KrYm0t5uFobWIOHhSDOk0kSTSSBrlctHDI5TIS4hwNpP29eokWLRDX2+uvP8DGxobPPx+DlZV42H76aQRRURlG9o4QLJw8CVu2EFISUaMhfmF5Ib/H/Y5GsjyVbcwmS6GA+KQy5v8xn3CXPPEhpk5tsFaNXbtg+XJhU6ZFUn4Sz/72LE/veZoihUgdGghFmjcXHfLagXzJycKtxIhdyo9rS3h3eToLtn3K+RQL5KQmkFaYxq5bu9i/y5VvVkn8ujsKGzc3GjVpgvzmTfjhB4tkzpIk6RxQ2nm3406cFVevGt7/lqKqo4i9vZNWh/S3xv8aYlu/fj2+vr6MGTNG97vg4GD8/f11SkkQdbhTp07Rt2IGRPfu3bGxsTHYJj09nejoaN02FkMuF8zh5UVXl7sMUP3J7JlqXR/SX0ZqIMjkqaeEBD89XUg21WratROByty5lQvi2khNi1EtR/Fs12frfkyXLgml5O7dZuv6jx1LYPv2fPr06auL1FSaSmL0djQjctRHly6iCW327OrTG03gZuZN4nMrezmM2WTZ2opnsrW1CJgjI03sUCYTIfOQIeK/z5wRRp81nJdPz33K0pNLcfIsoHdvkWGu+iAxbOS2omfPnrRu7cWcOSLVWVSkZMSIXVy7ZkQm2LKlmBYhSUJy/scf1d8A+D7qe5acXMJHpz4y8eGqwxipPXgAn34Kr392mYvJkSw/sxyFl7vhSKKkJNFIXQelMoiFklot2km0+PL8l6g1arwcvHC2da5Z/diunWgIbdRIyESN9PKEp55GqVHS3L0VvZv0rtMxVsX3kd+j0qgIkHciJ94KRydH2jz/PPJnn61crK5fL9IuZpyX8ynnufbgGrZWtsztOpeLF8XCq679YcZssmJi4JNPxKXTULh6VUyEyDE9hN4i/K8gNo1Gw/r165k9e7bBw1gmk7Fw4UKWL1/Onj17iI6OZs6cOTg6OjJjhpg35Obmxty5c3n99dc5fvw4V65cYebMmXTs2FGnkqwT7O2FA7GdHUNa3CfQW3Qd/6WkpoWnp9DS29iIzt3ffgNJokePygWxSqXiwoWaSe14/HFyS02LIcyGh4d46t++LfTrtSzxLl++y4YNSoqLO3L7tojUdt7cybP7niUxL7Hux9GunWHXc3y8ySiyRFnCu8ffZeavMzmffN6k96OfHwyv6Cc+cqQWv06hkhGSUJlMRE36Hl0VuJx+Wazg4/ZzJ/sOgwfDK69UH0n3ww+VEd+bb/rqmq+/+mow/foJ55Pc3DKGDdvJrVtVegytrMRxDB+um6ya8+NO/tij4NYtscmth7fYeWsngHmjY3THZtzQ2NsbilR5RCbeQpnvw+t9XjecwqBQiAVZeLhYEFnaOU5l5K99OF5IucCZpDNYya1Y1GdR7ZJ+T0+xChw+vNqohYTcBK48EKKk2Z3mNEjtKjYrloN3DyJJEgGKltjY2NCnTydRUwsMFHZcWiPR06dFbSG35vtTkiS+i/wOgGkdpuHj5KO7Js1RbRvbnzGbrKQk3dzhBkNEhJhrXI/W4mr4X0Fsx44dIykpiWefrR5FvPXWWyxcuJD58+cTGhpKamoqR44cMTBU/fLLL5k4cSLTpk0jLCyM/9feeYdHVa1d/HdmMumdQAohEGoooRMIvSiIgKAioqigiF3kWq7XjtcGtk/FgmABUSmKoAgCSocklJDQCSEhPSGQ3jNlf3/szCSTTJJJiILeWc8TZeacOeedM+fstcv7ruXs7MymTZuuXOG8dWu45x65vuTqSkFBAZs3HyE9PZQuXf4iUjOibdvqGrdjx6rV1pGk9ssvMWze3IbQ0LqkdjL7JM/teI6Z62fW1QBsDozu11U6ikaitYRz585x8WI8s2cH4OjoyPbtsONwKh8e/JDTl05zOL2h4VATcPKkbDTXrq03Ff/jQx+TUZSBt5M37RzaNSpoHBYmbXl0OitrGvv3l52hO++ss65Uqa/k9b2vAzAtZBoDAgZgb1+3HC4iQkdsrJxyHDhQEBZWfQ+7uNizefMtDB4s5xYvXy5j3LgfOHeuVldYUaRb++23g0bDyUOlHF4ey76tJej0et7Y9wZCCG7sciOD2g6y4os1rNKvUgmOVf6EQRjoZJjI6A6jzT9sby8VQuzt5fDi88+lbVMTYCxtycmRCRnvR74PwO09b8dF59K4nxrIztiwYdWLdHo9rF7NR9teRWCgvUd7erRumQzOjw99jBCCbqpeeNr7EhAQgLt7jebYwUEqpxidEnJyGsya3JW0i7OXz+KscWZO3zmUlFT3D3yaONnRkKCxUUWvtrFoc1FaWi1e1FAiVlPxtyC28ePHI4SwOAJSFIWFCxeSmZlJeXk5e/bsoVet7DNHR0eWLFlCTk4OpaWlbNq0iXbWeIRYg7ZtQaOhoKCA3bujOHqwB2lpgVQlfv216NpVLs6AHBEIgU6nIzLyIPv3e6PRdGL9ejuzQUuptpQXdr6AQRgY4D+AVk4N22s0KZbp06uLyX/9tQ651VxTGzfOlQEDQG8w8PQHkZTkuRAeGF6vc3CT4ewsG674eNNaZE0cTj/MulPrAFjQbwHHDh9rVNBYUWQSzM03V880Nopu3eS6qBFJSZCby/Lo5aQUpODj7MMTg58w+4gQsq+ycaOO11+v7ng88kjdBAZ3dwe2br2V/v3lUD0rq4SxY9eRmJhfN5aQEJg7l4HditCUF5GZUMqnv28h7nIcbg5uLBiywKqv1Jj1zJ7kPSSrf0elqBjkOMty4kX37lJn0sdHLh5+9ZWc0rYyabvmiG39mfUk5iXi4ejBze1vto7ULOHIEQ7H7WTf2e2oyssYHBDWIutLh9IPEZEaQVlJGTcF3ElAQAAajWJZrq9nT6kkfttt5kktNYZNBmHgsyOfAXBn6J14OnqaRmteXk2TAWyI1Corq2UuW6r5vHBB/sRt2lyRw1Ad/C2I7VpHQUEBEQcO0L/oEneI7VBWxs6dcv3lL0f//nJdaepUdHo9Bw8eRKWCp59uj5OTiuRkc45ZvH8x6YXp+Lv589zw51pUT47u3WWrryiykdqyxXTi2okiiiI77cns4WJhPqUxU3l60MstF0/HjtJKxMFBPk2rVplEK0u1pby2V64lTewwkYrECqtV+l1c5IxRs8LMyoLVqzm3fBErjywH4Nlhdf2ycnPhp5/0rFuXyY4dcl7J01MOuCzB09OR7dunExoqu+rp6cWMG7eOlJTCujv7+eH86L30ndaBEg9nPt0op9weD3vcomtzbTRGauW6ct6NeBeHNqn08e1DZYE3xcX1HKx1a0luISFytLRpk/TzsWJ9yViimltQwaeRXwIwq+ssTsecbh6pAYb+/fi/VjKRZGClF55nEhH5V6DiXYW1J9ZSXFzMuIBxDA29HkVRcHVt4B7y8JBK50bEx0vn2KoGJqc0B0c7R9wd3Lmr912A1FuGpk1DNmY9k54uVxXc3S0mjjYLCQny/zW/XkvARmxXCNOaWocOtCsrY4D3BQYW7EBodaxfb5WMYssjONhEahgMDO7YkYAAOzM1rv37Yev5rWyO34xKUfH6mNf/HAPC0FA5rFEUk/mkpexHgDM5JznZ+mXUzoUMaTWRXZtbNzeXwDLat5dTx05OckJ/xQooLubDqA/JKMrAx8GHvuV9m2w9Y0Rpqew0WC3y7OKC3suT/5ZtxXDpEmM9+zEmeEyd3dzdtbi4nCYhwRWtVj6ys2c3UGYAtGrlxB9/3Eb37pKckpIKGTt2HRkZFljFzY3Bd3YiKi2KwnR/umj6MS3dQtZKLVhjEvpH4h9kFWcR0MqDG/r1AaobM4twcJCMbfQ6qqy0qnDZ0VFej3JdOW3suhLoEojPZZ9mkxqAYqfhoZv+S8/gMEZrOkFREWLtOjmt3UxUVlYy0X4i93S+h1emvEJpqfxujZR+miMqSlpOfP89/PorrTUefDPtG1ZMW4GrvTxQU9fXrPFTa+lpSCGq74VmPG4NwkZsVwCzRJEePeT6ibs7E9tEE5R9mIpywZo1zc42bzaM2Y+KTseQlBTsVqyAzEw6d66uadu4pYgX10p18vv7308fvz5/XkB9+siss7FjORcfb5HUyrRlvLzrZRT7MqbfXkkP/07UEIppObRtK0VxXV3h4kWOL3+d9ad/RK/XM95xPP169WsWqYHMfzhyRJKbVXBzI/XmsWQ7C9yEPc+eaSVHtjWg1WrZuvUwer095897mt5/6CEaRZs2LuzYMYPOneXnEhLyGTduHZcv1xWI9PGBGwd3xce5NeOOjEG1/4AUuK6Hpa11vp7UZRLvT3ifF0a8QI9uck6stjNBHSiKLHCcM6e6bEOetMGPde0KwwZ6sHDwy8xwmUGf0D7NJjUZhsLI9iNZOXsj/R8cT1jfSrztCmVtQTPWGozaj+6u7jw35Tl8XHxQqWQiUpO0HO+4Q9ZrgrzhPv8cJT2dII9qxmkKsVlrEmoktpaahszNlRKzarXsc7Yk/lbKI1cTtW3L681+rFJ3Ly5RWJ5zMwX+3enSRd6LLayYYxFmKf0DBmC3Zo1cx3FxkUkurVrx22/w5uodJBacY8TNcXx3z3stUsjZGEwjtUGD8EhJkWnnVY1Wdkk2z/z+DJdKLrFm+hr0pe54eracQWkd5ObCypXoQ7qy1P0CMWdjeX7M880mNZA//RdfyIHO9OlWC41QWJrH+Z+/pn9c1VThiBEwdiyLFht47rm6v0vHjnDqlGkA3ChSUwsJClpmev3668N54YW6Kevnz8OqVQKnoks86fkV9oZymZVxxx1mLa+1pFYbFy9K0YBOnczrF62CEJJQWrWSdaT1PEzWCBpbA71BX/eZMBhkDWBUlOyoNSEro7Kykh93/EgHrw4MCRvSLEWROseMP8uan/7L9LJgnBV7ed+MGgVqNUVFktx8fRseDTbF+ToyUo6wrruu2gfvShAXJ3/Stm1lH6Z2G3slsBGblah50YUQDaf0nzoFP/xAZpErX5XdQVB4W2bMaJbge5NgsU6tvFxOuWVlyYWZuXMxuLix8ttytl/4jUWPD6a9d0CDx20JmEhtyBA8Nm2SqffDhpnZa+sNetKLzHueINuT3NymZ3c1ipIS8ioqiIiMbPb0Y23s3i3/nJzgkUeasCAuBOzZIz8MJA6YRqeb+lrc9bbbZH3z+PHWHbqsTIuz84em15s23czkydWLGsWVxbjauyKEzNlo3x6Gdb6I08bVspbKwUEWmnftajWpnbl0Bj9XP7ycWmjYfeGC9LoDyey33io7a1WISI1g//n9dCrqxMA+A6+I1HJKc5i9cTZ3ht7J7T1vr0twJSVm5yY9XTpd1NMLq6ysZOe+nbxy5hUCfAL4aOJHtPO48mHP9ye+5/0D7xJS7sqq/DEoKHId2UrpvqaQ2p8FnU5eTg+PliU221RkE2FVnVrPnjB2LP5uxdzrvJZZN+RcHVID2a2/6y7Z887Ph2+/RVVRxl13OPL9yzf/taQ2dCgeXl4yOQDgwAEMf/xummJSq9R1SK2iAlavliOhmsW3V4qk/CQulhVXk1pQkJxLTE6+ouOOGCHrfMvKGqxyYOv5rWw9v7XakVtR5Ehk2jR0HTuS5JRPnz4Wkj2QpYErVlhf7pWSUl0zN2xYWzNSS8pP4sbvbmRZ9DIEBu67T/Y1nDr4ykSODh1MP4LYu5ezZ840SmoVugqe/eNZbl13KycuNtHbqT4EB0sy02hkp+jzz01zY1q9ljd3v8nyI8s5a3+ONm2ubF7r8+jPySrOYnvCdlPNWnm5vN46Heaklpwsb84qb7XaME4/7svfh95ej0Dg53rlw51SbSlfx34NKhXTb3gS5bYZUpbmb0RqIBOVWyoRpSauaWLT6XS8+OKLBAcH4+TkRMeOHfnvf/+Locai9l9tNHro0CHriq9HjIB+/Qi4czSq1q2qYqX+jLArQKOKIq6ucPfdFLlq+PniHsR336ERlWZLF8eONZor0CxYTBQJC5MpkMBLB17jo1WPUamzbMypVkuSKC+XbUcT/TstoqSyhAd+foDp30/HI8hDjtQOHJAj7W+/tSipZC3UapkIqlbLw8TG1t3nUsklFu1fxIs7X2TnhZ1m2wqCe/J0dDhvv9sTvd4ycRh7uda2ReXl1fUdsbHZREVJhX2j31uptpTTl06joJgPOlxc4O67YdAghMFA1o4dpCQmNjr9uCJ2BRlFGThpnOjsbd7QlpbKZcQDB6yL3QyhoeYlAV9/DVFRfBn1BXFZcXjp+lMe9ZRpYNccJOQmsPHsRgD+NeRfpqzcH36Ad97BVMRuQl6enBaNi5MSWDVMxYykptPo2Fe4D4BHBj2CRl2tifjNN9J/z7h+ZS3WnFxDXlke7TzaMbnrZNmZrlpAP3sWdm4uI+WTTRaLuptDahkZLdt2/dnzhNc0sS1evJilS5fy8ccfc+bMGd5++23eeecdlixZYtrnrzYaDQ4Otk5RRFHkwnf//oDMWN68Wd77hZY74s2CtTJZwtOTN7te5DXVft7J/NFMKmPTJjkKsNb801rUl/0IQFgY2wZ6sY0Evk3cyIUt31k8uZ2dTJJzd5cpzOvXXzkBv7X7LS5kX8DRxZH+IfL3YehQWW2t1coh4vHjzT5+mzbVdW2RkXXjfSfiHYori+nRuodZFmRurpbw8DI+/KgL27a15uRJy1Nbw4fDf/9rfTy9evnQp49cIysp0TJ27Dq2br3Ab+d/IzozGgc7B/497N+mRtxgkOtthw8DajXixhtJ6t2bU6GhDB01qkFSSytMY+UxySxPDnkSJ425nFl+vrzf9u5t5u/Ypo0kt549wWAg/afvWf77YpycnHh0xL2osb+i5+vDgx9iEAbGBo81S6iq97no21fOCxvJ9ptv4I8/qCwrM5mExhBDqbaU7q2713HuvnRJZk43RSuisKKQb459A8CDAx6s42Z+9izsXXmBC4cvS9XsGvWAzR2prV8P775rUW2sWdi7Fz75xLzjd8lYo9ACuKaJLTIykqlTpzJp0iQ6dOjA9OnTGT9+vMlupbbRaK9evVi5ciWlpaV8/73M+DMajb733ntcd9119OvXj2+//ZYTJ07wxx9/NDmm5lrP6AtLSNlykuICPWvWNMuHsg6sJTWAX8/9yu9ZEah9WjNp6tNmRcJdu5rUlag63BWjQVJDJossytkIHh7cT3+6HU0xrS/VhpubJDejNuOuXc2Pa9vpbaw9thZHR0cW37gYZ01VzrxGI7Nae/eWLe5PP13RxQgPhzFjZL5OzTyBnRd2svPCTtQqNS+NfMk01VVQoGXcuBLOnKleW7CzE4S2zWFW6HHenvAH25clUVgo5Sb7VLW51kxHqtUqtm+fzsiR8jcvK9Nx000b+M9H8hmZ138eAW7VU9Lp6XLgun07lJfLNbU4FxcGT5hQTWpRURYtj9+NeJdKfSWD2w5mbHDdqnU/P7lkV1Ehk0maBQcHmD6d/KFDebd8H1p3R0IDQpneXy46lpY27/mKSosiIjUCO5Udj4c9brat5oxxHfj7y2SSAQNACPR79nDhpZdw02rx7+rP+jPrAVkbWFOOy2Co/v2aUpz87fFvKa4sppN3J8Z3qrvQmp0NBAfTprO7LJfYtAm+/x5RWNgsUispqV4GsNJWsFEkJEhSN44tsrOzia6VEXwluKZta4YPH87SpUs5d+4cXbt25dixY+zfv58PPvgAgAsXLpCVlcX4GqvoDg4OjBo1ioiICB588EGio6PRarVm+wQEBNCrVy8iIiKa7KCt1Wqb7hgrBKq1q5jhnMMX57Wk0psffxTceqtlDzdrUJ/ztSWkFKSweP9ihBA8MPgxunYfVb1vYSGdOroxZoyK339X2LIFXF0NdOvWvLjA3E/N2dm5TlwGYeCVna9QWF5I96AB3OP3IPo9+8wcwWujTRs5e7lhg4rdu8Hb22B11qERaZfSeGHbCzg6OnJX37sI9Qmte80mT0bRaFAOHYJff0UUFCBGj25WeqZRY9t0qSsKWbRvEUII7up1Fx3cO6DVaikp0XLDDWXExsopa29vwbp1egYPFjgojig/HUM5dw5S9iCix6EdOhQUhT17FCIiFGbMMDRa4OrlZc+WLdO4556t/PTTebRaAyc+6c2AB92Ycc8Ms+vg61vlfH0Zfv75Au7uSQwZMgRHR0e534ULqLZsAUVBXH89IiwMFIV9KfvYl7wPO5Ud/xr8L3T16HK2basQH69w/rzAx6d5UwQ5OTn8UpjEzs46NA4uPDHoCTR2elTlJWg1zuTkGJqUeWkQBt6PeB8hBLeG3Iqfs5/ZNdHpFPR6Ba3WYPkWVRS44Qa0/v5kLluGi8FAsKsrrxz+FK1eS1hAGP3a9DM7ZnExaLUqFAXs7es5bi3kluXy/fHvEUIwr+889Do9eqpnngwGyMpSobe3x+u+yejOt0bZtQvOniX78GEKunVj8B13YG9vb3U7duEC6PUqWrcGOzvr4mwIFRWQnKzCYIB27QxkZFwiOjqaHj2sdO+wAtc0sT377LMUFBQQEhKCWq1Gr9fzxhtvcMcddwDVdjW17Wd8fX1JrkoCyMrKwt7e3sw927hPbbubmnjrrbcsOmhv374dZys9x2rCSaWiXcYpBhVnsubArcTH+5OQcJnQ0CvPiNi+fXu923RCx8cpH5NVnkUn5054p3qzJU1Kczvk5dFu924Kg4LI7dcfg8GPhARPFi0SjBuXjLf3lS1o7a+n1md/3n5+z/4djUrDKO9RbLuci7pzZ/SxsZYXpWrAzq41Z85488EHeqZMSWiSK/C6rHXka/NpRSuCLwezpT6JciFo5eSEz/HjGJKSuHD5MrorWFwXApKT3TnAKhIrEmlt3xr/TH+2bNmCXq/w7rsDOXhQjpicnLQ8/3wExcX57NhRdQBXV9ooivQOi4+nYPt2sgYO5Ogxf+LivFiypJzrr0+2intnzYK0HIVDewQIFdFLOzFfu44pU8yfj/JyL+Lj25CbW8748ZXs3bvXtE3R6fCrrMQ9KQni4igMDia1fx8Wp71PgbaAMd5jOHXgFKc4hSVkZHgTH9+a8vIicnMzmnNJAdh0cRMl5WX00XQl82gmOflnqNgB2fYB/OqvpXVb61vgxNJEYtNicVA5EJgdWOfeOHasHdnZzhw4kEFqal0B65qwGz0ajwsXOJSVQWx6LAWlBfTy6FnnmLm5DsTHd8DJScfWrQ1VrVcjX5tPgDaAy5WXKT5ZzJZT5scsKtJw+nRH1GpB5MFzqFRgHxyMf1QUjrm5tMrKIra0lPwmzDwdO9aa+HhvDIYCtmypv820FunpLsTFBeLqqiUysnpu84RVgqvW4ZomtrVr1/Ltt9/y/fff07NnT2JjY1mwYAEBAQHMnj3btN+fYTT63HPP8eSTT5peGx20x48f3/xU1AED6LpxI+6ZZ9gkOlNR0YWgoKaNPBpyvraET498SuHFQtq5t+OraV/RxqVGxebx46gSEkAIhKsLN7w0gNWrFRITFS5d6spNNxloyletOVKr7xqlFKSw+OfFeHh48NSQp7itx211d0pLQzl1CjF+fJ2R0g03wObNCgMHCvz9rROazs/PZ+WOlRyvPI6npydLJi6hn1+/hj80aZI0KvX2pkuHDladpz5s366QkF5IdMFWPPt78NGkj+jr25eKCi3TpxcSGSmz5JycBJs3KwwfbsFOafJklMOHUbZulb9XcTEjnxjAko/VaLXQqVNPU7JpYxBdN/HYgm1k7egCwJdfXiYwsDPPPx+GoigIIfD3P8/Jk2pcXbsxaFDPugXEU6agHDqE8vvvYDDQPTuLuB4TOHD5KO/e/G71FK8FhIZCSYkKFxeYOLFvkwbDOTk5HDlyhB49evDpyE9ZGr2UB/o/IKdSY2PJDEhDnadmYFIWPaeMblLB1cS8iaQVpjGq/ag627KzFVJSFEaO7ISlgUVlZSWHDh3CycmJfv36merUJospnM88RddthxH9u5sp/Z47B4mJKvz94cYbrZ8iuZM70eq1ZkkoRpw5A3Fx8piTJ3eudr728WEY4BQfT6f772+SgGR2toJWqzBlioF+jTw21mDbNoUuXRQ6d85HpUqid+/eBAQEmGbFWgLXNLE988wz/Oc//2HmzJkAhIaGkpyczFtvvcXs2bPNjEb9a0z+1mc0WnPUlp2d3aAfW70O2hoNmuZaxw4YACUlDNq5k7yE3UTk38hvv7WiW7eG5ZGMaMj52hKyS7JZfWo1iqLw0qiXaOvZtm48er3UcDxwADtnZ+64Yxhffinrxi5dUls9nVPb+bo+pJekY6eyo29gX2b2nlnXAqS8HNatk6mQWq1MwKlVzGo0UbUGRufrYb2GkZCUQGfvzoS1C7Puw7XdrjMyZNmEtZXRVejfH6KjvRmnf4L2rcMYFDiIykotd9+dz7ZtcqRmbw8bNiiMGdPAbzp0qCyUXr8ehgzBy9ueYcPkmtu+fWp69bJuxvTWXrcweH0YHy2O4523YgB49dUoiot1vP32SOLi4sjNTWHMmFGkpDhx8mQ9NXPDh8u12nXrcLuUz/MlbpRNewcn54bzt4OC5DJZeTkUFqqtrk+8fPky0dHRhIaGmurU3rjujeodBg3C48ZgVD/FU5pTiWblStkTGjDAqgsT0iaEkDaWewcqlUzwsLdX13GOrqys5PDhw7i4uDBw4MA6xdc9zmbLe2f1avkbjhkDdnaUl8tjenqCRtM0gYT62qC8PHnMgACws1NVO1+PGiXX1PT6alcTIeTNM2BAvSm2er1cC1WroWPHut+9OUhJgfLyEkpKTjBuXD8Cq9b7m92uWsA1nTxSWlpa5yZRq9WmdP+rZjR6JRgxAvr357qOiYTm7OK2EVlWk5q1iSJGtHFpw/Ipy5nXf57FhXxApt4b/ad+/x3H44eYNUtKKlo7AmgsUaQmRrYfyZrpa1g4eqFlXytHRzlaMtrv/PRTgyK46ekyw8oSavqphfcK59NJnzJ/8HzrvlRtZGfLjLevvmpyWqu/v2zPAtwCcEq6laIiLXPmZLFxoyQ1tVqWMtSz3GuOLl1gwQKTSdvQoeCo0ZGdbSEVvQEEegTy9pvjeO+90ab33nvvCDNn/kBiouyghIfLjMYTJxrIYOzQAfHAA7IlLS3Fqbhx/Tg7O6k2oSiN+NjVQE1FEfc29U8jtB/gQ8+7++MV4ivrIn79VXYE6qkTyS3L5UJe3SSY2ujaVSZA1nIbMqX0Ozs7m0hNCMHqE6vJL8+XO40ZY0os4cABWfeWnY1GIweU1shpZRVnsXD3QlILGq4LMGrT+vjUk/1YM/3yyBFpb/Xpp/XePJmZ8jI6OzdDLcYCiorgwoUSMjLSuP76ziZSa2lc0yO2KVOm8MYbbxAUFETPnj2JiYnh/fffN/my1TQa7dKlC126dOHNN9+s12i0VatWeHt78/TTT1+50WhzoSgwaRKqwkJubZUBPRufEmgOqRkR6htKqG9owzsNHy6zp/buhS1b8NRo8Kwx51BRUb9qSlNIzYiaGXgW0auXJLb166XgrE4nNapqfW9jKZNOJ4s8+1RnZ5tIrX3n9iZFEUVRLE7fWAUhZOZkdjZ8+aUsereiRUrOT0aj1jBqVACnTsHly3ruvPMSv/5arTxxyy2y4dRqsa5HXGPE6FSex5C07ezWj2D37gB69Kh/cPLZ4c8Y2m6oWRr7k08OxN3dngce2I4Q8MMPqTg5hTBpkhtdukgFFUdH2SBZ+nkPph1k5bGVPHPzAoIzysx/hAYwdapsLK0Z/NYkNQ9fD25eezPhgeE8P+J5k+ivEQMHwsCBDiAmQaS3dLA8eVISr4WO7OdHPmfD2Q08MfgJZvWeVW8MI0bUfc8SqQHsS9nHe5HvseLYCjbdsQl7e3uYMkV2Sn75RaoALVtG7+uvp/eDYVaNJr88+iW/nvuV7JJsPp30ab373XILjBkjOH/+TOPZj4GBMlPo4kU5S9Kzp8zQqrG/t7esy6ysbBl5u6ysSzg6JjF0aEe6dGkhiywLuKZHbEuWLGH69Ok88sgjdO/enaeffpoHH3yQ116rtqu/qkajzYVaLXWR5s41OSTm5cG2bXV7xs0htZ0XdpKQa91itAljxlQLq8bEmALJzpalMFFRdT9iLalV6iuZ/9t8DqUfsj6eHj2qc/zPnrVoEOruXt1WbdpUbVhYk9SeO/ocb+57k1JtXVWIJsHXV/5ePj5SufWrr+ScSgMwCAMv7XqJGT/M4GDmfiZM0JKWlsbeveaE+MMPksvt7WXj8dxzTXApjolhSKt4HBNPk3swnqwMy0OrQ+mH+DLmS+ZtmsfFYvM8+7lzQ5k7tzqtctWqsxQWVmBnJ63AHnnEMqlp9VreiXiHQ+mH+Cl+kzmplZbCd9/Va29h7Yxube3HZdHLKKooIik/qcF1PBRF3hz33SdLOIbU1cZMyk9iw9kNGISB7q27Nx5MDdRHagZh4JPDnwAwpesUc6fwkBB5MY3utL/9ZpWYcnphOr+c+wWQdWsNQ5CRcYr8/LTGU/qNZQojR8qO5KlTsrjs1ClTfYOzs/xZB1nnN9sgsrOziYs7yIMP+vPoo38eqcE1Tmxubm588MEHJCcnU1ZWRkJCAq+//rrsAVXhqhuNNhcODqaekU4HX7+XS+R+PTVL65pDasn5yby862Xu3nA3Zy+ftT4eRZELKRMnytFI1YOakCCLardtk+IKRjRlpPbJoU+ISI3g5V0vU1GPwohFdO0q3aY1GinjYUGuYvTo6nZi7VpIT6+efvwl+xcyizI5mH5Q6uhdKTw9ZUMZGCjXAL/5Rq7W14M1J9dw+tJp7FR2dPLoRHZ2JIGBlRQWNjwsW7RIykZahTFjcBw/klu7n+aJtj/iv+v7OnYSlfpKFu1fBMCMnjPwda3OIjYmF5w9W10c6+PjhLu7HKK7u9ffU19zcg1J+Ul4OXnxwIAHzDdu2yZ/s2XLmjZHWgO1SS0xL5EfT/8IwJPhT1qeykb2yUymBIGBchhjXNLQ6WSBXmkpHx38CIMwMLL9SPr7928wlooK2dkQon5SAymVlpCbgJuDG/f0uafugVxd5T09aZJk9wEDGr0Oy48uR2/QEx4Y3qALR7OKr9VqqSYwb57svJWWyp6WKSW3ZZCdnc2hQ4fo27fvnzb9WBPXNLH9r8Du1DGuz1sHp08TcUAQHd08UtPqtby460XKdeX08e1D11bWZQ2aoCgyYaJGx2FItzzT8sD69XJU1BRSi86I5vuTshD4hREv4GDXRNHMjh2lrFP37nLKtBZUKikh6O0NmZllvP9+Mt26deeyw2V+OvMTAC+PfLmOAkaz4ewszdC6dZON5Lp1Fn1YMooy+PSwnDJ6bOBjxB+LR6PR0Lq1dY6KX31lpQqMosDIkXR5+DrcXaskQ2oJa646toqUghRaObfioYHVfjc1BY2vu656QbVTJ886p9FqzZcWL5deZvlRaY76eNjjdb38rr9e6kxWVsprtH17nemI/fvlVLKlga8llf4Poj7AIAyM7jCagQEDLV6O7Gx47TUpU2URO3ZARARHP3mRvfF/oFJUVq27fv45vPkmJCTUT2qV+kqWHlkKwJw+c3B3qGctUFFg0CA+0D3Gx185S9UrIaQgQC2boOT8ZLbEy5T+mr9dbQgh2Lw5njVr9Hh4DG+69qNx9DZqlJwl6dGDoiKIiJDr2FcCI6l16dIPRQn8U6T7asNGbNcCvL0J9b/MaLdoOHeOTb/o+emnWKBpa2qfHfmMM5fO4O7gzqtjXq23R2s19uxB+eRjbux6nk6dZBv14YeXOHEi2SpSK6ksYeGehQghmBYyjRHtLSxUWIOgoOppSZCNQI1RiaMjTJiQT2ZmCjpde86e9+e/e6Tm1IyeMxgQ0HivuEnQaGQ8AwfKxrtWOYAQgjf3vUm5rpy+vn1pndMajUZDWFgYN96osspUcc2aJiqs9OghR5Pu7mQnlyGWfwFZWaQXpvNljHSUfnLIk6Y1qdoq/TNm9DQdKioqk9LS6mnfkyelTuLWrdWn++jgR5RqS+nVppfUKqwNV1eZgTRsmHwdESFHuDUEB9PTpYZwbZ1ES6QWkRphUgV5YvAT9V4GZ2d5e5SW1pPw0qcPBm8vPijZATmXudmhDx3cG3fONBhAr9cTExNtkdQANpzZIA1rnX24vVc99uZV0Gohv1AWwTs6IiXcfvtNzvvX0K1aFr3MNKrs2aanxWMZR2onThRiMHTn8uWm19kCcvQ2Zgz8618QEEBSkuyPbPkio9k6gDVHagUFbVm+XM6s/NmwEdu1gHbtYPp0RnVIpqcuhuxDR9i504eOHa0ntcPph1l1fBUAL418ybxerTkQQi4q6/Wof1jDbQMSEeIiqan5pKQMx9Gx8USR9yLfI7MokwC3AJ4Mf7LR/a2O6/ffYflyudaFXFM7f/4Ad9zhjJeXF6sit5FZeJEAtwAeC3usZc5bGyqVnE66805zwtXp+O38b0SlRaFRaZjgNAF7e3vCwsJQq9V06iQT9Z57jgaNVAMDTYmPVkP4+fND64f5NG4cifoghLc3bx94m0p9JWFtw0zyS5asZ0JCvOnXr/qeOXKkuhDXx0d2as6dk1NyMZkxbInfgqIo/HvYv+vvQKlUcuRm9GxKSpJiqVXCCG2rqk8yatRoWyI1vUHP/0X9HwAze81s0PLFmGEsRD0eqX5+/DG+M6edS3AWGh5M9JZ2OFX3Un2oqNCRmpqKi4ujRVIr1ZbyRcwXADww4AEc7RpeQDRK2drZVRFbq1Zy2sGoN/nbbyRkn2V7ohRfqG+0VnP60de3F/b29tTSq2g6qkZ7qalASQmB53fLtbcampPWoPb0o5Gv/4KZSBuxXTMICUE/8QYGuPxBcNEp2mjVrFtnZ5UWYEF5AS/vfhkhBDeH3GwmrNtsKIqc4wsJAZ2O4mUfMajNH4SEBFJQ4NToFPyepD38EveLXAMdvbDhhf6moKxMLm7n5MBXX5GfkGBaU5s4sR29rz/G+YDXUVSCl0e93HLntQRFMU9j3L6dvJVLeW//OwghGOU2ikC3QMLCwoiOVjNokGzre/SAt96qK7zu7S1nXX/4QS5LNbUBUBRw9XGCvn050OYWjlw6xoHUA2hUGp4d8rSp+NqSn5qiKDz+eHUmbGRkNdv4+srYdDq5bLb2lOxy3xxyMz1aWyGD1KOHXMNp00Zer6qc+YCq5FgjsdVnEppamEpxZTGejp7M7Te3wVOpVDKTEyy6yABQruhxbRPIPf3vxdveQw4baynz10RlZSWJicloNBoGDOhj0SRUZ9AxLngcwV7B3NTtpgZjhOoBkIdH1RpmYKC0RTdmaRw8iN+aX3mw4wymhUyzuKxQe00tP1+SqTWu2dYgNRVQFII628sezaZNknQtOAbURm1SMxhkvwawasbiSnFNp/v/L0Gn03FQp8N9YF8e8kvnq2OncG6nQoi2jX52zck1XCq5RHvP9i03MgJT9mbmBx9QHB/PdW5n6XvjZfZeaMeYRrgzKk2mUd4VelejC/NNgrOznHL75hvK0tLIfPNNej3wAO2rnhafwAI8EzwY33E8A/wHotc3TTm92SgshKNHcako5RZnHzY5KUwKnERYWBjx8WrCw+uvBWvfHv7v/2RGeBMqOSwiPBwOH1aRmO7AWDGQV0e/St7RA7T/eTfittacTUur10+tZ8/qSumaslGKIjPB9+2ThPvara/R27c3N3a50frAfHykCn5RkSkd0t9PgN5AXp6a1NTLHD9u2fm6g2cHfprxE4l5iXXX8izA2Vn2f+ojtpu63cSo9qPkeu/wUrl4fPmyxSG0MVFEre6En18AGo3lTBp3B3f+M/w/aPXaOmr7lmAkNjOBHnt7OQvQrRv8/DMuuUXcf0BlscCxNqmpVC6mY7YEsVVWVolUOzvT7olb4ExbWfN24YKsexs7Vq7HWyB5S4kiGRly9cDRseWElBvCNT9iKyoqYsGCBbRv3x4nJyeGDh3K4cOHTdv/aj+2PwM1E0W6P/ggbiP6M7tPLHMGnGjQ1t2IeQPm8fDAh3l9zOstlyRRhXMJCRzr1o22o0fjqFYTuPMb7hyaZOoV14d/D/s3745/l4cHPdyi8QDg4UHezTdzvrgYP1dX2u/aZcpAGNl+JD/c9gMP9nucDRsaNvtsUbi7w9y5qF09mHzGlU/jQhgaGIRarUalajiG5GSZuNexoyS3F1+Uo7bm+F95ekrJKoDISIVJbUdzV5I7IjmZ7NdfJ+vo0Xr91Fq1qv5Rc3LMMyuNMlLx8YBBw52hd+Lp6Nm04Oztzap8nU4dwfPkfkqzs9m+/bhFUjPtq3Gqd42pzr6NjNgAPBw95HSht7fsKM2ZY159XVxslv3o59cWRVEa7SRZWydpJCGLqv6dOyMeflj+kAYDtecWLWU/GgvdPTyaLIxjERkZ8tTu7uDuqZI9pocfluvJWq3Mev3mmzo3dn3Zj8bBcIcOFrmwxXHNE9v999/P77//zqpVqzhx4gTjx4/nuuuuI70qVeev9mNradTJftRoYOJEPO+ajGZydU+tAb1mVIqKuf3nNrkWpzEYsx/DR4zA+d57pTuvVmsmF3HokFx7qQ1FURjdYbR5HU8LIS8vj4hjx3B97DG8+vSB8nLEN9+YshO9nbwpzHHmxAkpXnL0aIuHUAcVugrKPdyJ7NmLIq+22Nl15OTb29i1IpkTJ2T5UmNITZXrb2+8IZelBg5sHil37pNNpb6S06chX+uCmDuXi3o9RenpDD17Frd6ptxatapuEbOzzVnBzw/yxQXKK/QkNLFE0iL0ejh4EG99GqX799Mmz572QeZJHCkFKWw+txmDaFoanZHYalU9sObkGg6kHKh2LTdCrTYfRpw/j+699zj5xRc4OzkxYMBADAbZVNYeUWcVZ/H09qeJz2maOW3NqcjaOJl9ktnbHiJqcFs5PVkjOUlkZHDqxIk6Kf3GR/KK19eqYEzoMauK8vaWGcFTpsg10y5dzGpBGkrpN66v/RXTkHCNT0WWlZWxfv16fv75Z0aOHAnAwoUL2bhxI5999hmvvfaamR8bwMqVK/H19eX777/nwQcfNPmxrVq1yqQ08u2339KuXTv++OOPem1r/grUm9KvUmFURhYCdu/Qs+cPLVNvdzSJkGr1WlafXM3MXjP/FPKwmNI/c6bssneXBHrypJSZtLeXnV5cs/js8Gf8K/xfTe/NW4maMlnBHTtC586UrlnFI4kfcU+KP2OrVMuDgmDcOCk88dtvcj2nqVMgZWVyKS83V/419O9zaYXk5SgYSq9Hq72hRb5rVpZc2mhKD1wIwYcnn+fQpW6Eu9xFZKQfHTpcJjUsjBHBwTikpkqZsqwsKaVWo/vs4eFAq1ZO5OSUsX9/OllZJfj5yYbzzOXTbMlfil3GcHqemEpISBPLNmpDreby1KlU7v+VNh6ueJ+Og42X5FRcVbnJB1EfsDd5L3E5cU2aYm/fXra7Naf5Mooy+PDgh2j1Wr6a+hW9fXvX+3ntsWOkX7iAb1oa/q6u0L0noaGu6PV1lWGWRS9jd9JuSipL+GzyZ1bH6OoqOwuWZKqWHlnK6Uun2XZ+G0NGv2J6X+TkkL14MYpKxbAFC8xS+ktLJT+31PqacUKrTrmvosjau65dzRRKLh87xvGjR+l7/fV1SE2rrSZKG7EhG369Xo9jrSfbycmJ/fv3/3382Or5blb5qWm16H7fh+GoKxtFX5yd7enYET4+/DHfnviW/cn7+fiGjxt1M2gKGvRTM47agM5tywhyLedCQSu++UZwJuhNjhccoKC8gHeue6fF4jEiPz+fgwcP0q1bN9q1a2eK64N2GZzI0/F+1gYGl1cTfVgYXLigcOqUwtKlMHGigeJihdxcuf6dk2P8t0JOjnwvN1cxEVZ5eVOuqRWCfxbg7Cxwc5MdGGdn6NVLVCVrCKZPN6BWN80089f4X4nJjMEuqBDnggfYuzcTgyGJoSNGYOfsjG73bpT9+2HfPsTFi4jbbzfrdc+Z04P33oumslLPkiXRLFwYjkEYWLRvEY5tL9I3uBejhquu+BnIycnhyLFjjH5tPB3SU1F2HUV/NAlSUzHceitHdCnsSdqDSlExufPkJp2vpna18WNLopZQqatkUMAgQrxC6j1eZWUlh7y88Bk5ku4pKYj4ePhkCTdNmYLRpND40Qv5F9gUt0n6HPZ7oEkxhodXC/3U/FjsxVgiUyNRq9TM6T3HdEwhBImRkagKC+nk64tmxQp0Y8dKLzyViqFD5ffW6VrGxHjaNFmz6uFRz/EcHeWoW6/nUmYmOZ9+ykBnZ1xbtULr6WmmwWcwyD5xWpqCu7uoN76WaFeNuKaJzc3NjfDwcF577TW6d++Or68vq1ev5uDBg3Tp0uVv5cfWEBryU1NXVNAubwc+pd0483sObya3p8Oo/XxXJGV7glyC+O2331o0HiPq81MDUFVW0m7XLvrllnFUuZ8dZSWcP+iGd1glvbx71e911gI4ffo0p6vULM6XnueL+B/J2fofjkbeRUNLkv/975+XRaJoynB0KcXX0w5X10pcXbW4uVXiZVeIY2s1bm6VuLlpcXWtNP3bxaUSBweDHJXvbkd2thODB2fRoYPsRGVmVsuEWYNSfSmLLyymWF/MJL8AOrpF07ZtMTqdMPNTc2vTBr+DB7nYqhWFte6dkJDqxuXjj6Pp2zeH2LIjRGRF4KBy4Pp2Thw61HK/7anTJzkFOAUGEhARgV18PLrDh/hP/yQKtAUM8xzGmYgznKF+hZfGkFaexg/JPwDQ27O3Vc9LYatWpKnVBERG4pCfD8eOkd+lC9l9+yKqZlZWZKwgryiPXq69SDmSQgoNS6xZg89SP6OgtIAhnkOI3RdLLLFm2+2uv56iQ4dwSUqCM2coW7eOzMGD0TbFgruFodJqadOqFVmJifD99+g2buTiwIEUG+s5aqChS1/a0KJoE3FNExvAqlWruO+++2jbti1qtZr+/ftz5513crTGwsnfxo+NpvupATBuHCFfrmTVPj3xBSWs26fGdbAft/aZwLPDnm12LLVhjZ+aCTodSmkpyvnz3Fe5hU1xrVFXBHG98hn3TB3cIoKpRtQcqXWosd5Qpi1j+cbllEbOpzDyrpY7oRVwcJDuzzr7DIodEnFyFQxtNxhnB3vUakx/dnbClHBQmldJZex58rt0wt7NAUdHSVwaDdx1l4GgIPD2tt4Asjbejngb9SU1fT37cm/3OWSmZzJkyAhcLWUgzZqFd6UdX399iuTkQnIvlZJXqOXixerGpbBQj1YEc4hP8fDw4NFBjzIzdGaz4wNzP7XasnZi+m2oNm5gk1s6xTlnCLQP5L3p7+FhRc1kbciCann9H9/6OB4eHtzQ6QbmjZpncf/6/NSYMQN27EREHkQlBKJrVwgJ4fSl06RsSsHT05PF0xbT0cv6OTbjEl/tZyQmK4ZLWZdo5dWKt6a/hZ+rX7WfWmYmQ4YMkZ3q6dMhJgbV9u1QWUnvxETpZD7QshrLn4VLl6Tzde9BgwiYOhUSE6Wzem4u3TMzEV5eiAkT6smQqYv/GT82gE6dOrFnzx5KSkooLCzE39+f22+/3WRZA38fP7am+qmZ0KoV3D+HO7Qrmbo/iYKLCr4n7mT+/fe2mIeRtX5qJmg0MGsW+rVr+DD+XTyCNTil/RvvkmHs3avQUsYJRj+1Hj16mFT6jfjg0AdkFWfhG1TIxXo+/2ehokIhPV0BAoFASoBfjjT2KScgFLbW3fLll2pSUqxU97eA05dOs/HcRhRFYWbgTLIyshg+fDhubm4moRazTFZvb+4cu5Zdu+q3QVGpFI6W7ySvPI/2nu25u8/dYNBw5owk5KYuT1vyUwOpbnHyJEyY4EnwrBksXXsLiqIwb8A8fCqAsrwmLR4dPy6XETt3ho6jIojOisbezp5HBz9q8Xlp0E9No+HS4El8sj0c59JL/DtUTkcuj12Ooijc2OVGurWx3iQU5DT30qXysX6whqbxF7FfoCgKN3e/mXZe7UzZj1lZ8rc0k8kaPNhUFpAQnc+OH7zoUq5ptAzHGuzbJ6sy+vWrf106Ozubo0eP0q9ftZ8a3brJRbQ9e6TSTFwc5efT2Nn1IYJ7uxES0rBDQEv6sV3zxGaEi4sLLi4u5OXlsW3bNt5++20zP7Z+VVkVRj+2xYsXA+Z+bDNmzACq/djefvvtvyz+K7GeAcDbmz/GeXO56B3sou9gaPZAUuM1ePS98tiaYz0DgJ0dK7uVcSq1EG8MvFKRxt7cHJydrXSObAQ1E0Vqk1pMZoypUPjzl4bg9Ajs3i3Xs11dQZ2eQkXkUSoqFSo8fakIHUhxuR1CyISMsjKZTm/8Kykxf218T6+X6xZ/NnS66jyOzEy5rlErSbBeGISBRfsXIYRgkOcgXItcTSn9SUmy5MHHR4qk1MSFC3XVNtQq6NrFi/BhbZkwvRXvpUvllqeHPo1GraFcCxs3yhFRWFjD6ik1UV/xNRgNR2Vm376yVeSU5RDoHshtXafBVyvl4ufEibKltWIqwNg+lpUbWHJoCQAzesywaJfUkKCxEVot4O2NXQfpxHE08yhRKRGoC4p4sOsd1l2AGigokHViNZeUjmUd42jmUTRqDff1u886QWNPT7jnHjJFAhmJHWmVW/V+SYlcsG3mtMmJE/K36NjRMrE1KGis0cikpF694JdfSM5rw6HTriRkm3LO/hJc88S2bds2hBB069aN8+fP88wzz9CtWzfuvffev40f2xWTGlJg9fOEtdi1U7FAn8K48rP08usM+F1RbM0mtaqYNiVsAW9v/m13PWMoILTsa3xa3QQ0rRdbGw2RGmCywJnabSpDAodAYG0rsCBI1EnRxcoYcD8GD8/CWBhYXCxJ0Npn3zi1VV6u5cCBg1QILWsu/cj53CQ+v/EL2jj7m0iwak29zusTJ2SNcm2EhQm++UbB01OOXH78UVq9PfywdTU/5bpygjyCOJN5hjFOY8zq1NzcMCXL5OWZE9GMGd14++3qmtCV03Xc1aMclacaZtxAiqueAfsH4GjnyNB2cnbD0VESblKSTJANs8KMvCFSg2pbu0uXILx7OBGpEdzb917shUqmNmZnS3a+cAEmT67fHLAKxs2VFQoPDniQlcdWcl+/++rsZw2pQXXHxkiYvdr04inNSPLL4mm76me4UStrzqy8mSwVZ4f6hrLoukVkFGXQ2rm19Sr9isJFt86gqhrU6vXw7bcy2KlTm+wOWl4ufwewrHxjtUq/nx/cfz8XfqmEWIXg4KqDHz4ss2auVImgEVzzxFZQUMBzzz1HWloa3t7e3HrrrbzxxhumYeu///1vysrKeOSRR8jLy2Pw4MEW/djs7OyYMWMGZWVljBs3jhUrVvwlfmwtQWoA9mp7vrzpS9aeWsv8G29CZe8gbx7knH1zOmdXQmrGmFbdvIot8VuYGHIrbNyIT1KSqaUyjoxquw43hsZIDeDBgQ/Sx68Pvdr0srgdkF3OOXOkL1hmppQEuuMOTp2S7eTEidIV2RqoVKDXa4mJicTDQ0NYWDhTVKOIz4mnm0/jdQQ6HTz+ePXrZ267wNs9VsoXvXpBx6mAhs6d5ZThpUtySs2a+JzsnJjlP4veJb2ZOHqi2b3fqhV06iTth44elSUQRrzxxghSUopYs0baG83dqMHVw4lblDz46iuCbryRTyZ+TLne3Gqoc2dJbOfPN05sjZEamBPbDL8+rJi2QtoMKQrMmiXtinbulD2D9HS5xhRQd/RlhInYKmUt5egOo+vsYy2pyX3l/43EZq+2546bX4YNG2Qe+08/SU+nyZNpVLmAalnKmo+cSlFxXcfrmmU9Y1bDdvGirD+prJSCymPHSi86K6ui09Nle+LlRR1xiCZbz6hUXMiUGe3BwcjamyNHIDZWXqvgYKtiag6u+QLtGTNmkJCQQEVFBZmZmXz88cdmjfBf7cd2McV6P7GWIjUj/N38WTBkAargjiYF2eJi+GJJKWdON62S90pJzQhXe1dm9JyBolZLq9377wdvb/LzpdH0t9/WI0ZbD6whNSOGBA6p46BcBwEB0iA0OFjWSCFHMBUVsgavHh/MOtBqtURGRppU+tVqNSpFRTcf60am778vi9lBLkW8ujIYbrpJNjiXL5syChwdq915du9ufBq0pvZjbVIzwphTEBMjO/RG2NmpWLXqRmbNknNEOp1gxgod6/Lbyx03bUKJjq6jZlNVKkhSkvnxasMaUgM5TSqEIDdXjoxViqo6sUtR5AW5917JBLm58saKiqq3et3BQR6vop5HtSmkBtVThmo7A3pD1Rf29pYxjR1bbdL56acWLYxqoyaxCSFMHoXNITW9vvoebtMGeb8/8ojs1Bm95776qnoY1ggsFmbTPD+1kpIqWS6qOKxjRzmFkJMjhac3bmxYHuYKcM0T27WGH149RVF+44olLUVqMZkxRKRG1Lv98G+XSf/lKOsXnSMt1Tpyu1JSO37xOD+d+amugoNKZeqGqtVQnprN5WPp/PBDww2gEY2RWoWugkX7F5Fdkm3h0w3AqJhQNfczbBgE+5ZQWSllAhsjj5qkpvPX8cmRTyjXlTf8oRqIj4eXX5b/VhTZzjg5Af37y7juuMPMAy8sTD7/+fkNq6YcyzrG/WvvJ/Z8bL0yWSBraV1dZSeoplksSHJbuXIic+ZIuSq9XjBzSQ4PGwoo9Hap1ueqAV9febzKyvpNxK0lNQB3d8G2C78SlXKYtIv1NHTt2kkVjpAQeTOdOVMvsZWLQtaeWsuR1ONo9eY/blNJDaqJ7VzeKWb8OIO9yVWlEyqVdJ++/37JzkVFsid34kSDxzMSm7u71FSdsnoKP5z6oekmoUhS0+slmZseZU9PqaZ9001yQ1qazFbZt69+wdIqGImtJnc11yTUKHDj51flutCjBzz6qBR6VhQ5cluyRPa4Wlj3zkZsTURRZgmrnz+OtrL+H6KlSK2wopAXd73I/N/ms+38Nov7jOqSQVePi+hSMvn+v/Hk5jR8g1wpqZVqS3l518u8ue9NVp9cXe9+bpU53Gn4DvvEsyTuTmGb5fBNsGak9nn05/x4+kce3fJok2WWakJ1+iS3pC3BOS+dzEw5y1UfapJar369eDvybb459g2rjq2y+nz/+Q+m0cO//gVmybjt25vPSR04gObcKaqEdti3z3KBrE6v4/ktz7MvbR9xznH1khrIToZRscYSUarVKr788gZGjJCNljDAppOXibqhV7XsiRCmojpFqVaQqGEdZkJTSA1gd/IuMvUnOZ59nLSsBob3Tk7SB2/SJHNX7FqN4pozKymsKOTspXMIQ3UT1xxSA3n9DcLA7rTtJOcn15XPCgiQ6Y2DB8s5vEb8hqpHbILPoz8ntyyXQ3GHmkxqYD4NabYcoSiy4/TII1L6Sq+X2ncNrFkIUW0qahyxXYnzdU19SBMcHeXvN3euDLqsDH7+WbrOtiBsxNZEONnryDhdwIbXT1nsZLQUqQkheGvfW1wsvkg7j3b1mnSq+vZm+tMd8HctojQ+g+8Wxtc7um+J6cePDn5EWmEavq6+DdtzeHvjN6EPt3Q/g5KYwKG1Fzh00DLpWkNqp7JP8e3xbwHp2HxFJqoXLuCmKWeq/idISiLigLCof1h7+nF5zHIyizLxd/NnVu9ZVp3q55/lEgzIqSILNf/VSE6WXnM//EC/gt14uAuKiqQNVk0IIfjgjw+Iz43H39ufBcMWNBqHkdgSEsw9I/Pzy/n++zPMnLmJffukjpJip2fEjW5c36WGNNihQ9JGetcuMBhMxFbbxqyppFapr+TDgx+i8brImD6daOPWSLJDlfu0WWdg2zbZOzEYyCjK4Me41Ti0SWHmmFAQ8j5pLqmBHFmVuB+h0P4MXk5e3BFqIROySuOVhx6qXuQTou78L3IE4+cH8aWHOZl9En2lnsEOg5tMasZTeHs3oBHp4SHTYW+5RSaTGIlNq60zVVFcLHlHo5HHuxJSAzlrDPXIaAUGSsfu8eNljANa1gz4qhLb3r17mTJlCgEBASiKwsaNG822t5Ryf15eHnfffTceHh54eHhw9913k5+f36yYb324DWrFwOm9l9nxqfm8TkuuqW2J38Lvib+jUlS8Pub1Bn3F7MMHcOe/fPFwKCfnRAZrXo2rM73WEqQWmRrJj6d/BGDhqIUNr28pCowdS8jtfRjX8QIkJ7P1kwQSzpuTmzWkVqmv5NU9r2IQBiZ2nsjI9iObFb8JkyfDyJF088lhYKWst9n4k8GsQ1Cb1OJy41hzcg0Azw1/zmqft19+qf53WFjdBXkztGtnGs7Z7d/NyIrfcXXUmSUBCiGIiI1g5amVuLq68kT4E1bpcnp7y8SR2bMhN7eAJUuOct1162jd+lNmzdrMDz9UK1n7jo3n1ZsXmAsYGD249uyB776je1AJzzwj20sjmkpqAD+c+oH0wnQ6DznL0pfCTOt3ViMrS6637d0LX3/N0v0foBOVTLwllxce6oq9/ZWRGkD7jpWc8VuIW5dY7ut7X8O/fc0f6/Bh2bNZvrx6sQlpc/jgg4Lvz39MWVkZQ9yGMHH0xCaTGkDv3jB/PtzYkIOQosgdfWqU4ezcKacna8wlu7nBggXw5JNw+fKVkRrIe+2JJxrIEVGr5f0+f361Q2wL4aoSW0lJCX369OHjjz+2uL2llPvvvPNOYmNj2bp1K1u3biU2Npa77767WTG3m9CTqbNk67T/h0zit8vxdkuSWlphGosPyDq8hwY+ZJVdh9u4MO563AtHOx0pBzPZ+v5p07aWILXCikL+u/e/ANze83YGtR1k3QdHjGDYAz3p45uFISWNbe+eQOjlNKK1iSJfHP2CxLxEvJ28eXro082K3wxVpMuUKUzokkjrwgR6Zu/CXsj5wtqkJhTB63tfxyAMTOg0wZT6bg1uvrn638aMs3qhUske7LRpoFbTtyySJ1y/pF9wPlCdKLLkyBI0zhpC/UKZFjINnc5Afn45qamFnD59mYMHM/njj2Q2bIjnm29O8dFHR5k/fwdvvPEjY8YsIzh4OfPn72THjhR0uuopXXsXHW2uO8v857vWNba84QbJYhoNJCTgsOJzXHKri7ubQ2r55fksP7ocgEcGPdI8U1g/P5kl6eBAXGoMWw5/D2VlPB72OIqiXDGpgSTf7JJsfF19ubXHrdZ/0M1NNthZWbBsmZxuq1rj2pe8j+iUaBS9wvOTnm8WqdVEk7KiKytlssvly3LBd8sWambaFBVdOakZ4eVlhejAn5Cdrog6GQBXB4qisGHDBqZNmwbIhzggIIAFCxbw7LNSNqqiogJfX18WL15sUu5v3bo1q1at4vbbbwcgIyODdu3asWXLFiZMmMCZM2fo0aMHUVFRDK5SR42KiiI8PJyzZ8/SrZt1WW2FhYV4eHhQUFCAu5sbu96IoDQ9j4lvjsDg5tJipKY36Ll/0/2cuHiCfn79+HzK502adruw9hBbv8lm5o2FeD08k3Pnz7dI9uNLO1/it/O/EeQRxPe3fi+9rJoA3ZFYtr5/mlHtk3C77QbygoOtIrUzl84we+NsDMLA29e/zdjgsc3+DhYRH492zXo0+nLw9UU7ezaRR46YZT9+c+wbPjr4Ee4O7vw440e8nbytPrwQdTOtx42Tha9+fvL/gwfLhBYzpKbC2rVyfsjZGXHbbZwtL2f7qe2svLwStaJhrvvbbP4+h61bk8wIqikIDvZg6tTOuPVOYXP5x3i6uLPh9g24O9QjqZadDevWyUaxiogvdezEocOHmkRqAO8ceIe1p9bStVVXvr3lW1SKqvnGsHl5PPrlrRwsPssNdOb1vk9SMXYcEdHRuLg0n9RKKkuYsvomCisKeHnUy1a5Y5uhuFiWmVRl7RjatkNMvYmpv97LudxzzBs8j2dGPNPkuKB+aS6rUFYmMyZjYuRrDw/EjZO45OXZIqTWnBIkszb2CmQL4RquY2sp5f7IyEg8PDxMpAYwZMgQPDw8iIiIqJfYGlT31+kY9vRAqKykQmPHkchIoBGVfiuxO2k3x7OO42rvyssjXkav06PHet+4wFv6cV/wMVS9xnImLq5+lf4mIDEvka3nt6Kg8NLwl1ALddOP1acnE55VUM5puNS2LQcPHKij0m8JX0R/gd6g57qO1zEicESLKoADcmX7njvQr1mDNjCQyIOHEcKesLB+GAwGyirLWHVsFUIIHh/0OG52bk2OoXt3O86cqX7Kd+ww3z5/vp6wsFrE5OcH996Lsm4dIj2TP36KI8XVhVNtTqEoCv5nb+HhDw7TVLi52dO2bSvCwjrwxBMd6dWrFQZhYPr696DSwIP9HsRJ5VT/d/TygjlzUDZt4tLhZH7+bzLnAgSPPd+dgIAAq69NYUUhv8T9Iq/rwMcpLdGzbJmgoAD+8x9Dk+t3E7XZHHQrxE7x5MGCAXy8FM4ujmDcMz4MHdoLvV7fLP/FrfFbSY7sh31Ofzy7T0DbsYn3n4ODnHs8dgzVtm0cjNTx9dc7ie3SiqARPszpO6fZ93RyMqxdq6JjR8H06U0cn9jZyfnLkBBUmzdTnl3Ie/efQ/Eq4a43e+Pr69vsuISAZctUeHgIJk4UFj3nLOF/Qt2/pZT7s7KyaGNBZ65NmzYtpu6v10PibsHF+E1oWl2hTxUwxXkKakXN0b1X4JCZKdOb0tNcyIjdReueV6bDdpf7XaSVp125irm9PURFkZzsxtEjWfTrdQxDA3MVQwxDKLYrpndh7z/VMUDdvj0FBSqitrujUgkKC7aiqCQZ3eV8Fwe1B1HOKWyJb3oMd9/tzerVIZw754UQCpWV5kOS/PyzbNliuf5JadOGrAR3dh7ugIuLlusnXo9Go6FPn0C2arLQagWtWtkRFGSPo6MKJycFJycVTk6qqtcqnJ1VtGmjoW1bDeXlbuzaFYQQBpKSDpNaVSJyh8MdHCg7gCZBw5ZEK76jkxP2Xo4crGxLeYkX0dGnONFImntt3Od+H8eLjpMdm80fYgtHj3ZBp1Px448XcHevbNKxAO73up9Up1TOuHfg4o5Cijz9uZidx9atFsQ5rYRaqBmsGcElgw+HDkaRl5vf7GPZdexIUnQB9kV23OZxA+4OHYjYWX8pT2OIj/fkxAlfcnKKcXZOb/ZxlKAgypMyyM4rx728ktMnYjmeYME92EoUFWnYv78jKpXA2TkeOzvrSPd/St2/JZT7Le1/per+NVX6sw/7UngsnZxsPXd/PAiNx5UthN5IQyvBjcOo0u/nO4Sj6/OwS73A9b28CJhYv7niXwGjSn/r1j2Ijg6CM3H4V2TS59lRZqaFtTGNaX9qXFqtlsOHD6MudcTHpxe6Smh9JI3BU9ogqrK17uTORo5SP268EZ5+GkAghKCw0EBmJmRlKWRlQe/eXenRo26KuBCCc+fOodin0f1oEDqdA539OjBdq0NMmEDBpXg6d/Zk4sQOqNXWTbMJAYWFKgoLoVOnLvToUb1tBjOs/k45OTkcsbMjSBeCweBFjx6d6Op1SU6hWqnpWBtpaSouXoQBAzrRpUuTPw5Uq/TrhwfSThPMsGGCkBBkkoSHh2XL6kaQl6eQ6KkwZoyB3s18hIzroxEnDbgHtGXSDC8GD65q8LOyLOTrN47NmxUKChSGDROMG9en8Q/Ug0uXLrHiXBL24e3p213L+Ok17GZKShp8Ni3h6FHo0kVFUJDgppuszwb6n1D3bynlfj8/Py7WyEgy4tKlS3VGgzXRkLq/oihmKv0F7co4v/MimVkKm54/wm0fDkfldOUjt+agpkq/q4s7p/3TOZ9ix7olOdzvcgKvcf2vSly1VfrLLhWzOzKf36J88P1oA+3m39x07a0WgFar5ciRI9jb2zN8+EB8fNRsXp7B7vMuhGj30KqwEK6/vtmCspbg4yP/LNQ+m2BsCNPS0hg9ehheXs788Qcc+vocAwLjUNLTeWbm7RYsjhtH375SpSouTl1LX9M61FTp1+t9iImBzFRBz90bpMJFWppVmo614eMjl+6Ki9XNcjmoqdLfJaQTyckqFAU0FcWy5kKvl3HVUiZqDMZ1PxeX5sVVU6XfP2AUl+0d8PGpSqrIzoYVK2Q94003NekZyMmRcbVt23xXCKNKv6vrUCrbehM8osax4uPleuro0VLf0co1yrQ0GVfnzk2LqyXV/a/ZOraayv1GGJX7jaRVU7nfCKNyv3Gf8PBwCgoKOGTUMwIOHjxIQUFBg7Y19cFS9mOrDm7c8XpP1PZqzpxT8/vL+/4aSfhaqJ39qLZTuO3VXvj1bkOJ1p5v382idF904wdqYVjKfhw1yZXut/dG7+DM2v1tKfz02+pq078IlmSyBg6EjsP80QZ1YuPZEAwHIuXD3dJrew2gpkyWUVFk4EDJE9k+PYini0xKWLGibpGbFTAS6rlz1Cs7VR9qZz8aHQhS0tWSMVUqqbyxbJlZirs1MLbpzanEqZ39aG8vmzadruo/np5ShPfHH6XGYxO+uHHXJvI0UFcmq6xMHsQ0cLx0SV6zxESp7RgdbZUKhxC1NCKbAWOdWp8+fSktlQlRZvkip07J+/733+Xvmd74dKcQUmoNahVm/8W4qsRWXFxMbGwssbGxgEwYiY2NJSUlxUy5f8OGDZw8eZI5c+bUq9y/Y8cOYmJiuOuuu8yU+7t3784NN9zAvHnziIqKIioqinnz5jF58mSrMyJrwjj9WDv7MaivNzc/2xXUaiIP23Ho7d2Nyte0JOpL6XdwVJj1enc8QvzIKXNmzbtp6CIONXCklkV9Kf2KAjff44bv+D4U23myNjII3RcrqjV9/mRYIjVjXDdNVXDo1oHUtkM4mNFOyjd9/bWUTPqTYYnUQBbODhwIODkREThDeoBU6TmyaVOTOlK+vnJ0pNPB2bPWx2Yppd+YBJmRqaAbPEyKTru7y+HE8uVWN9RQ7TzQVGKzlNJvzKzU6ZCkdt99MGqU/IGPHZMkUp8eWJ3jy/83ldhqk5q9vQslJXKbaWDWs6cs6g4Kkgy6aROsWtXoRSgokLur1U0W8AfMi68dHQMpL68uzDZh6lRZeuLkJKdLv/gCtm5tsFOQkyMfEzu7Zk0mtBiuKrEdOXKEfv36mbzUnnzySfr168fLVcJ6//73v1mwYAGPPPIIAwcOJD093aJy/7Rp05gxYwbDhg3D2dmZTZs2mSn3f/fdd4SGhjJ+/HjGjx9P7969WbXKekmk2qgvpb/XOF/GPdAJFIXftquJW7qrxTXQLKGxOjU3d4VZr3bDoWNbUgo82PhBEiLq4J8eV2N1avb2MPNeJ5zC+5KuBPLr8SDEym+sEpK9EtRHakZ4espyMnx92el5M7l4Q0aGfLCbOAppCuojNSMGD5ad+6R0DenDZsi6AUWR5LFihdXEqyjVs3G19A7qRX11al5eslRLp5NtH0FBsqHu0kW+uWmTFOS0YsRrvHVrq5k0hPrq1IyPpykRUq2GMWOkcLGXlySOr7+WKaqNPKPNGbFZEjQ2fi8Hh2qlMkAy05w50rnVzk6O3j79tEGhUONt6OPT9PKI2ooiRj2LgIBas42KIkfhjz0mC7yFkMXwn3xS7zNqHK0FBjbdmaa83Hr91cZwVdfYRo8eXVdItwaMyv0LFy6sdx+jcv+SJUvq3cfb25tvv/32SkI1xdm1a9cGs3d63+BKRlprTv1ynlLs5YJoC67P1EZKSgpxcXGEhYWhKEq9C7COTjDpiTasXVyC0MZTUFaOqgUXa2ujpKSE/fv307VrV3x8fOqNS62GG26CtSUdoDyVwtJSlJISc92nFoQQgqioKNRqNaGhoZQYu9C10LmzrDErLVWTP2oqdn+slTGVlf1psSUmJpKQkMCQIUOqkkzqnqdTJykCUlgEbn36SCmTX36R+kWlpVZ3pIKCZMfC2bnxr1NYWEhkZCTdu3fHy8urTlyBgfLURUU1jjV5Mhw8KC0KsrNlEkIjazQajWyoPT2tu8RCCA4cOICjoyNdu3aluLjYtM3NTa49qVS1juXpKSWmfv+92lGzkQ6Br68kN63W+p8+Pj6elJQUhgwZgl6vp7CwkKIied1VqnpO2bOnvOk2b5YLVZcv13vCigr5/by9m3Y75ufnExUVRWhoKO7u7hQWFqLXy+oSX98GjnXddVJCZPt2OX2an29xZ4NBSsf5+zctLoPBwK5duwAa5ARrcc0UaF/rSExMpFOnTlc7DBtssMGGfzQSEhIataxqDNdsVuS1Bm9vubiakpJyRQoeLQ1jGUJqauoVV+u3JK7VuODajc0WV9NxrcZmi6vpKCgoICgoyNTWXglsxGYljHP3Hh4e19wNAeDu7m6Lq4m4VmOzxdV0XKux2eJqOpojfVbnGC0Qhw022GCDDTZcM7ARmw022GCDDf8o2IjNSjg4OPDKK69YVCO5mrDF1XRcq7HZ4mo6rtXYbHE1HS0Zmy0r0gYbbLDBhn8UbCM2G2ywwQYb/lGwEZsNNthggw3/KNiIzQYbbLDBhn8UbMRmgw022GDDPwo2YmsCKioq6Nu3L4qimBwJjEhJSWHKlCm4uLjg4+PD/PnzqaxsugtwU3DTTTcRFBSEo6Mj/v7+3H333WRkZFzVuJKSkpg7dy7BwcE4OTnRqVMnXnnllTrnvBrXC+CNN95g6NChODs741mP99XViO3TTz8lODgYR0dHBgwYwL59+/7U81nC3r17mTJlCgEBASiKwsaNG822CyFYuHAhAQEBODk5MXr0aE5Zq6J8BXjrrbcYNGgQbm5utGnThmnTphEXF3fVY/vss8/o3bu3qdg5PDyc33777arGZAlvvfWWyS3lase2cOFCFEUx+zN6b7ZoXMIGqzF//nwxceJEAYiYmBjT+zqdTvTq1UuMGTNGHD16VPz+++8iICBAPPbYY39qPO+//76IjIwUSUlJ4sCBAyI8PFyEh4df1bh+++03MWfOHLFt2zaRkJAgfv75Z9GmTRvx1FNPXdW4jHj55ZfF+++/L5588knh4eFRZ/vViG3NmjVCo9GI5cuXi9OnT4snnnhCuLi4iOTk5D/tnJawZcsW8cILL4j169cLQGzYsMFs+6JFi4Sbm5tYv369OHHihLj99tuFv7+/KCws/FPjmjBhgvj666/FyZMnRWxsrJg0aZIICgoSxcXFVzW2X375RWzevFnExcWJuLg48fzzzwuNRiNOnjx51WKqjUOHDokOHTqI3r17iyeeeML0/tWK7ZVXXhE9e/YUmZmZpr/s7OwWj8tGbFZiy5YtIiQkRJw6daoOsW3ZskWoVCqRnp5uem/16tXCwcFBFBQU/GUx/vzzz0JRFFFZWXlNxfX222+L4OBg0+trIa6vv/7aIrFdjdjCwsLEQw89ZPZeSEiI+M9//vOnnM8a1CY2g8Eg/Pz8xKJFi0zvlZeXCw8PD7F06dK/NLbs7GwBiD179lxzsXl5eYkvvvjimoipqKhIdOnSRfz+++9i1KhRJmK7mrG98sorok+fPha3tWRctqlIK3Dx4kXmzZvHqlWrcHZ2rrM9MjKSXr16ERAQYHpvwoQJVFRUEN0Mh+PmIDc3l++++46hQ4eaLNavhbhAipvWFDa9VuKyhL86tsrKSqKjoxk/frzZ++PHjyciIqLFz9dcXLhwgaysLLM4HRwcGDVq1F8eZ0GVsZnxnroWYtPr9axZs4aSkhLCw8OviZgeffRRJk2aZDJdNuJqxxYfH09AQADBwcHMnDmTxMTEFo/LRmyNQAjBnDlzeOihhxg4cKDFfbKysvCt5c/u5eWFvb09WVlZf2p8zz77LC4uLrRq1YqUlBR+/vnnayIuIxISEliyZAkPPfTQNRVXffirY7t8+TJ6vb7OOX19fa/6tagJYyxXO04hBE8++STDhw+nV5Vb6tWM7cSJE7i6uuLg4MBDDz3Ehg0b6NGjx1W/XmvWrOHo0aO89dZbdbZdzdgGDx7MN998w7Zt21i+fDlZWVkMHTqUnJycFo3rf5bYLC1i1v47cuQIS5YsobCwkOeee67B4ykWzESFEBbfb4m4jHjmmWeIiYlh+/btqNVq7rnnHjOjvqsVF0BGRgY33HADt912G/fff7/ZtpaKq7mxNYSWjK255/yzz9dcXO04H3vsMY4fP87q1avrbLsasXXr1o3Y2FiioqJ4+OGHmT17NqdPn76qMaWmpvLEE0/w7bff4mhm1W2OqxHbxIkTufXWWwkNDeW6665j8+bNAKxcubJF4/qfta157LHHmDlzZoP7dOjQgddff52oqKg6+mUDBw5k1qxZrFy5Ej8/Pw4ePGi2PS8vD61WW6f30VJxGeHj44OPjw9du3ale/futGvXjqioKMLDw69qXBkZGYwZM4bw8HCWLVtmtl9LxtWc2BpCS8fWGHx8fFCr1XV6pNnZ2X/K+ZoLY+ZaVlYW/v7+pvf/yjgff/xxfvnlF/bu3UtgYOA1EZu9vT2dO3cGZJtw+PBhPvzwQ5599tmrFlN0dDTZ2dkMGDDA9J5er2fv3r18/PHHpozSq/lbGuHi4kJoaCjx8fFMmzat5eJq4trf/xySk5PFiRMnTH/btm0TgPjxxx9FamqqEKI64SAjI8P0uTVr1vzlSRopKSkCELt27bqqcaWlpYkuXbqImTNnCp1OV2f7tXC9Gkse+StjCwsLEw8//LDZe927d78mk0cWL15seq+iouIvSTgwGAzi0UcfFQEBAeLcuXMWt1+t2Gpj7NixYvbs2Vc1psLCQrM268SJE2LgwIHirrvuEidOnLimrld5eblo27atePXVV1s0LhuxNREXLlyoN91/3Lhx4ujRo+KPP/4QgYGBf2qK+MGDB8WSJUtETEyMSEpKEjt37hTDhw8XnTp1EuXl5VctrvT0dNG5c2cxduxYkZaWZpbWa8TViMuI5ORkERMTI1599VXh6uoqYmJiRExMjCgqKrpqsRnT/b/88ktx+vRpsWDBAuHi4iKSkpL+tHNaQlFRkel6AOL9998XMTExprKDRYsWCQ8PD/HTTz+JEydOiDvuuOMvSRF/+OGHhYeHh9i9e7fZ/VRaWmra52rE9txzz4m9e/eKCxcuiOPHj4vnn39eqFQqsX379qsWU32omRV5NWN76qmnxO7du0ViYqKIiooSkydPFm5ubqZ7vaXishFbE2GJ2ISQDeakSZOEk5OT8Pb2Fo899piJYP4MHD9+XIwZM0Z4e3sLBwcH0aFDB/HQQw+JtLS0qxrX119/LQCLf1czLiNmz55tMTbjKPdqxfbJJ5+I9u3bC3t7e9G/f39TKvtfiV27dlm8NrNnzxZCyJHRK6+8Ivz8/ISDg4MYOXKkOHHixJ8eV33309dff23a52rEdt9995l+s9atW4tx48aZSO1qxVQfahPb1YrNWJem0WhEQECAuOWWW8SpU6daPC6bbY0NNthggw3/KPzPZkXaYIMNNtjwz4SN2GywwQYbbPhHwUZsNthggw02/KNgIzYbbLDBBhv+UbARmw022GCDDf8o2IjNBhtssMGGfxRsxGaDDTbYYMM/CjZis8EGG2yw4R8FG7HZYIMNTcaXX35Zx0OuNubMmWMStr3aOHHiBIGBgZSUlFztUGz4C2AjNhv+tmjMqmbOnDlXO8QWx+jRo1mwYMFVjaGiooKXX36Zl1566arGURMxMTHcdttt+Pr64ujoSNeuXZk3bx7nzp0DIDQ0lLCwMP7v//7vKkdqw18BG7HZ8LdFZmam6e+DDz7A3d3d7L0PP/zwaodoNbRa7d/mfOvXr8fV1ZURI0a0YETNx6+//sqQIUOoqKjgu+++48yZM6xatQoPDw8z8r333nv57LPP0Ov1VzFaG/4StJy8pQ02XD1YsqH55ZdfRP/+/YWDg4MIDg4WCxcuFFqt1rQdEEuXLjUJHoeEhIiIiAgRHx8vRo0aJZydncWQIUPE+fPnTZ955ZVXRJ8+fcTSpUtFYGCgcHJyEtOnTxd5eXlm5/7qq69ESEiIcHBwEN26dROffPKJaZtRSHvt2rVi1KhRwsHBQXz11Vfi8uXLYubMmaJt27bCyclJ9OrVS3z//femz1kScL5w4YLF775hwwYz4Wlj3F9++aUIDg4WiqIIg8Eg8vPzxbx580Tr1q2Fm5ubGDNmjIiNjW3wWk+ZMkU8/fTTZu/pdDrxr3/9S3h4eAhvb2/xzDPPiHvuuUdMnTrVtI/BYBCLFy8WwcHBwtHRUfTu3Vv88MMPZsf5+eefRefOnYWjo6MYPXq0WLFihQDqXF8jSkpKhI+Pj5g2bZrF7TU/V1FRIRwcHMSOHTsa/H42/P1hIzYb/hGo3bhv3bpVuLu7ixUrVoiEhASxfft20aFDB7Fw4ULTPoBo27atWLt2rYiLixPTpk0THTp0EGPHjhVbt24Vp0+fFkOGDBE33HCD6TOvvPKKcHFxEWPHjhUxMTFiz549onPnzuLOO+807bNs2TLh7+8v1q9fLxITE8X69euFt7e3WLFihRCimtg6dOhg2ic9PV2kpaWJd955R8TExIiEhATx0UcfCbVaLaKiooQQQuTn54vw8HAxb948k3WLTqezmthcXFzEhAkTxNGjR8WxY8eEwWAQw4YNE1OmTBGHDx8W586dE0899ZRo1aqVyMnJqfdae3p6ijVr1pi9t3jxYuHh4SF+/PFHcfr0aTF37lzh5uZmRmzPP/+8CAkJEVu3bhUJCQni66+/Fg4ODmL37t2m66LRaMTTTz8tzp49K1avXi3atm3bILH99NNPAhARERH1xlsTYWFhZveADf9M2IjNhn8EajfuI0aMEG+++abZPqtWrRL+/v6m14B48cUXTa8jIyMFIL788kvTe6tXrxaOjo6m16+88opQq9Umk1khhPjtt9+ESqUyec61a9fObKQlhBCvvfaaCA8PF0JUE9sHH3zQ6Pe68cYbxVNPPWV6Xdt+xNJ3F8IysWk0GpGdnW16b8eOHcLd3b2OJU+nTp3E559/bjGevLw8AYi9e/eave/v7y8WLVpkeq3VakVgYKCJ2IqLi4Wjo2MdApo7d6644447hBBCPPvss6JXr15m21944YUGiW3x4sUCELm5uRa318bNN98s5syZY9W+Nvx9YffXTnzaYMNfg+joaA4fPswbb7xhek+v11NeXk5paSnOzs4A9O7d27TdaD8fGhpq9l55eTmFhYW4u7sDEBQURGBgoGmf8PBwDAYDcXFxqNVqUlNTmTt3LvPmzTPto9Pp8PDwMItx4MCBZq/1ej2LFi1i7dq1pKenU1FRQUVFBS4uLld6OQBo3749rVu3Nr2Ojo6muLiYVq1ame1XVlZGQkKCxWOUlZUB4OjoaHqvoKCAzMxMwsPDTe/Z2dkxcOBARJUr1unTpykvL+f66683O15lZSX9+vUDIC4ujkGDBpltDwsLa/A7iSa6bjk5OVFaWtqkz9jw94ON2Gz4R8JgMPDqq69yyy231NlWs1HWaDSmfyuKUu97BoOh3nMZ91EUxbTf8uXLGTx4sNl+arXa7HVtwnrvvff4v//7Pz744ANCQ0NxcXFhwYIFVFZW1v9FAZVKVaeBt5QcUvt8BoMBf39/du/eXWdfT09Pi+dq1aoViqKQl5fXYEy1Ybwumzdvpm3btmbbHBwcAElSxmtpRGPE1bVrVwDOnj1rRqz1ITc3l06dOlkdtw1/T9iIzYZ/JPr3709cXBydO3du8WOnpKSQkZFBQEAAAJGRkahUKrp27Yqvry9t27YlMTGRWbNmNem4+/btY+rUqdx1112AJIP4+Hi6d+9u2sfe3r5OVl/r1q0pKiqipKTERF6xsbGNnq9///5kZWVhZ2dHhw4drIrR3t6eHj16cPr0aVMdm4eHB/7+/kRFRTFy5EhAjlCjo6Pp378/AD169MDBwYGUlBRGjRpl8dghISFs2bLF7L0jR440GM/48ePx8fHh7bffZsOGDXW25+fnm5H0yZMnmT59ulXf1Ya/L2zEZsM/Ei+//DKTJ0+mXbt23HbbbahUKo4fP86JEyd4/fXXr+jYjo6OzJ49m3fffZfCwkLmz5/PjBkz8PPzA2DhwoXMnz8fd3d3Jk6cSEVFBUeOHCEvL48nn3yy3uN27tyZ9evXExERgZeXF++//z5ZWVlmxNahQwcOHjxIUlISrq6ueHt7M3jwYJydnXn++ed5/PHHOXToECtWrGj0e1x33XWEh4czbdo0Fi9eTLdu3cjIyGDLli1MmzatzlSpERMmTGD//v1m9XRPPPEEixYtokuXLnTv3p3333+f/Px803Y3Nzeefvpp/vWvf2EwGBg+fDiFhYVERETg6urK7NmzefDBB3n//fd59tlnmTt3LrGxsabvUXskZ4SLiwtffPEFt912GzfddBPz58+nc+fOXL58mXXr1pGSksKaNWsASEpKIj09neuuu67Ra2PD3xxXdYXPBhtaCJYSKLZu3SqGDh0qnJychLu7uwgLCxPLli0zbQfEhg0bTK+NSR0xMTGm93bt2mWWvGBMm//0009FQECAcHR0FLfcckud5IXvvvtO9O3bV9jb2wsvLy8xcuRI8dNPP9V7HiGEyMnJEVOnThWurq6iTZs24sUXX6yTMh8XFyeGDBkinJycTOn+QshkEWOa/OTJk8WyZcsspvvXRmFhoXj88cdFQECA0Gg0ol27dmLWrFkiJSWl3mt95swZ4eTkJPLz803vabVa8cQTTwh3d3fh6ekpnnzySYvp/h9++KHo1q2b0Gg0onXr1mLChAliz549pn2M6f4ODg5i9OjR4rPPPhOAKCsrqzceIYQ4fPiwuOWWW0Tr1q2Fg4OD6Ny5s3jggQdEfHy8aZ8333xTTJgwocHj2PDPgCJEE1dfbbDhfxgLFy5k48aNVk31/ZMxY8YM+vXrx3PPPfennueNN95g6dKlpKamXtFxKioq6NKlC6tXr2bYsGEtFJ0N1ypsyiM22GBDk/HOO+/g6ura4sf99NNPOXz4MImJiaxatYp33nmH2bNnX/Fxk5OTeeGFF2yk9j8C2xqbDTbY0GS0b9+exx9/vMWPGx8fz+uvv05ubi5BQUE89dRTLTIq7Nq1qymD0oZ/PmxTkTbYYIMNNvyjYJuKtMEGG2yw4R8FG7HZYIMNNtjwj4KN2GywwQYbbPhHwUZsNthggw02/KNgIzYbbLDBBhv+UbARmw022GCDDf8o2IjNBhtssMGGfxRsxGaDDTbYYMM/Cv8PaWHq/69ZZbkAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 900x900 with 1 Axes>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "skew.plot_moist_adiabats()\n",
    "fig"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e2813903-dba9-456d-a7ae-2e0f6035f05e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
