qiskit/basics/visualizing_a_quantum_circuit.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<img src=\"../../images/qiskit-heading.gif\" alt=\"Note: In order for images to show up in this jupyter notebook you need to select File => Trust Notebook\" width=\"500 px\" align=\"left\">"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Visualizing a Quantum Circuit\n",
    "\n",
    "The latest version of this notebook is available on https://github.com/qiskit/qiskit-tutorial.\n",
    "\n",
    "\n",
    "## Drawing a Quantum Circuit\n",
    "\n",
    "When building a quantum circuit it often helps to draw the circuit. This is supported natively by a `QuantumCircuit` object. You can either just call `print()` on the circuit or call the `draw()` method on the object. This will render a [ASCII art version](https://en.wikipedia.org/wiki/ASCII_art) of the circuit diagram.\n",
    "\n",
    "**NOTE THIS ONLY WORKS WITH QISKIT 0.7**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:16:38.758552Z",
     "start_time": "2018-09-29T00:16:37.828380Z"
    }
   },
   "outputs": [],
   "source": [
    "from qiskit import QuantumCircuit, ClassicalRegister, QuantumRegister"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:28.150946Z",
     "start_time": "2018-09-29T00:17:27.979866Z"
    }
   },
   "outputs": [],
   "source": [
    "# Build a quantum circuit\n",
    "\n",
    "n = 3  # number of qubits \n",
    "q = QuantumRegister(n)\n",
    "c = ClassicalRegister(n)\n",
    "\n",
    "circuit = QuantumCircuit(q, c)\n",
    "\n",
    "circuit.x(q[1])\n",
    "circuit.h(q)\n",
    "circuit.cx(q[0], q[1])\n",
    "circuit.measure(q, c);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:29.971852Z",
     "start_time": "2018-09-29T00:17:29.703427Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                           ┌───┐        ┌─┐\n",
      "q0_0: |0>──────────────────┤ H ├──■─────┤M├\n",
      "                 ┌───┐┌───┐└───┘┌─┴─┐┌─┐└╥┘\n",
      "q0_1: |0>────────┤ X ├┤ H ├─────┤ X ├┤M├─╫─\n",
      "         ┌───┐┌─┐└───┘└───┘     └───┘└╥┘ ║ \n",
      "q0_2: |0>┤ H ├┤M├─────────────────────╫──╫─\n",
      "         └───┘└╥┘                     ║  ║ \n",
      " c0_0: 0 ══════╬══════════════════════╬══╩═\n",
      "               ║                      ║    \n",
      " c0_1: 0 ══════╬══════════════════════╩════\n",
      "               ║                           \n",
      " c0_2: 0 ══════╩═══════════════════════════\n",
      "                                           \n"
     ]
    }
   ],
   "source": [
    "print(circuit)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"line-height: 15px;\">                           ┌───┐        ┌─┐\n",
       "q0_0: |0>──────────────────┤ H ├──■─────┤M├\n",
       "                 ┌───┐┌───┐└───┘┌─┴─┐┌─┐└╥┘\n",
       "q0_1: |0>────────┤ X ├┤ H ├─────┤ X ├┤M├─╫─\n",
       "         ┌───┐┌─┐└───┘└───┘     └───┘└╥┘ ║ \n",
       "q0_2: |0>┤ H ├┤M├─────────────────────╫──╫─\n",
       "         └───┘└╥┘                     ║  ║ \n",
       " c0_0: 0 ══════╬══════════════════════╬══╩═\n",
       "               ║                      ║    \n",
       " c0_1: 0 ══════╬══════════════════════╩════\n",
       "               ║                           \n",
       " c0_2: 0 ══════╩═══════════════════════════\n",
       "                                           </pre>"
      ],
      "text/plain": [
       "<qiskit.tools.visualization._text.TextDrawing at 0xa1e5b1da0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "circuit.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Alternative Renderers for Circuits\n",
    "\n",
    "While a text output is useful for quickly seeing the output while developing a circuit it doesn't provide the most flexibility in it's output. There are 2 other alternative output renderers for the quantum circuit. One uses [matplotlib](https://matplotlib.org/) and the other uses [LaTex](https://www.latex-project.org/) leveraging the [qcircuit package](https://github.com/CQuIC/qcircuit). These can be specified by using `mpl` and `latex` values for the `output` kwarg on the draw() method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:51.417854Z",
     "start_time": "2018-09-29T00:17:51.290944Z"
    }
   },
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 602x379.26 with 1 Axes>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Matplotlib Drawing\n",
    "circuit.draw(output='mpl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=578x277 at 0xA1EA554A8>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Latex Drawing\n",
    "circuit.draw(output='latex')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Controlling output from circuit.draw()\n",
    "\n",
    "By default the draw method returns the rendered image as an object and does not output anything. The exact class returned depends on the output specified: `'text'`(the default returns a `TextDrawer` object, `'mpl'` returns a `matplotlib.Figure` object, and `latex` returns a `PIL.Image` object. Having the return types enables modifying or directly interacting with the rendered output from the drawers. Jupyter notebooks understand these return types and render it for us in this tutorial, but when running outside of jupyter you do not have this feature automatically. However, the `draw()` method has optional arguments to display or save the output. When specified the `filename` kwarg takes a path to save the rendered output to. Or if you're using the `mpl` or `latex` outputs you can leverage the `interactive` kwarg to open the image in a new window (this will not always work from within a notebook but will be demonstrated anyway)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Customizing the output\n",
    "\n",
    "Depending on the output there are also options to customize the circuit diagram rendered by the circuit.\n",
    "\n",
    "### Disable Plot Barriers and Reversing Bit Order\n",
    "The first two options are shared between all 3 backends and they let you configure both the bit orders and whether or not you draw barriers. These can be set by the `reverse_bits` kwarg and `plot_barriers` kwarg respectively. The examples below will work with any output backend, only `latex` is used for brevity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:56.930280Z",
     "start_time": "2018-09-29T00:17:56.926191Z"
    }
   },
   "outputs": [],
   "source": [
    "# Draw a new circuit with barriers and more registers\n",
    "\n",
    "q_a = QuantumRegister(3, name='qa')\n",
    "q_b = QuantumRegister(5, name='qb')\n",
    "c_a = ClassicalRegister(3)\n",
    "c_b = ClassicalRegister(5)\n",
    "\n",
    "circuit = QuantumCircuit(q_a, q_b, c_a, c_b)\n",
    "\n",
    "circuit.x(q_a[1])\n",
    "circuit.x(q_b[1])\n",
    "circuit.x(q_b[2])\n",
    "circuit.x(q_b[4])\n",
    "circuit.barrier()\n",
    "circuit.h(q_a)\n",
    "circuit.barrier(q_a)\n",
    "circuit.h(q_b)\n",
    "circuit.cswap(q_b[0], q_b[1], q_b[2])\n",
    "circuit.cswap(q_b[2], q_b[3], q_b[4])\n",
    "circuit.cswap(q_b[3], q_b[4], q_b[0])\n",
    "circuit.barrier(q_b)\n",
    "circuit.measure(q_a, c_a)\n",
    "circuit.measure(q_b, c_b);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:57.325792Z",
     "start_time": "2018-09-29T00:17:57.309795Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1003x763 at 0xA1E944C88>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit\n",
    "circuit.draw(output='latex')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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U1FT813/gwIEqKiqCG0vzXk4xMTH9+vX77bffvL29c3NzT5w40bdv3zb00+oWTrq6usHBwR8+fFi9evWJEyf69+9/+PBhEovkANAYHSFkYWGBJ4LzeLwpU6bExcWxWKyysrIrV66MGDHi9u3buGmTdLyhoQEhxOVyfX193759ixBisVjx8fFjxozBlW2aX9JYQUFBaGjod999t27dOlGDdnFxMTQ0NDQ0xFtQkcLe3h4vpgkLCzty5AhxPjw8HNe7dHR0tLa25nttQ0PDyZMn2/BtHgAAAJBOxLC6MEm5SI3bTXV19fz582fOnNmrV6/nz5/v379fnHv+Qm7hpKGh8dtvv717927y5MmLFi2aOHFiYWFhm58UgJb8W2E6ODgYT1gvKiqys7PT0NDQ0tKaMWOGuro6sXazyRZrkydPxgcnTpwwMzNTU1NTUVGZNGnSixcv8NptXV1dYjunJqqqquzs7BQUFP7888827PtQUlKSn5+fn58v5t6uTRw5ckRfX5/H4y1cuHDIkCHOzs59+vRZtmwZl8s1MjISUO8pNja2pKQEptAAAAD4ZhDD6q1OjMnLy8OzarW0tKRnXeazZ8+srKxiYmIiIiLu3btHlKxom9evX0dHR69evVrILZwMDQ1PnDhx4cIFHMZff/0lzrMD0Ny/GbyTk1NUVBQxhMxmsy0tLRkMRmJiIp7IZWJi0q1bt8ZXrlixonEFqNra2kGDBm3atCk7OxvfM2rpM19VVTV58uSKiopHjx617U6WhPTo0SMlJQVXxE9JSbl06VJmZiZCaNKkSU+ePNHT02vpQgaDYWZmNnLkyPaLFQAAAJAk4ae2S+Ek+JMnT44ePVpRUfHJkyeLFi0Sv34u3sJJ1ILRzs7OqampJiYmU6dOJbbOBIAU/9Vddnd3d3R0TE1NVVdXx2PqCKG8vLzi4mLE72MpLy8fFxf36tWrz58/6+npGRoaEqWm8DYNfFVVVU2aNKm0tPTBgwc9e/ZsW9B3795t24Wt0tPTu3PnzosXL+Lj40tKSgwMDGxtbQV/cf/06dONGze2bt0qoZAAAACAdlZWVobHsIiq0AK0zyT4zZs3d+7c2c/Pr9WWO3fuXL169cyZM48fP07K7Na//vrr5s2bUVFRODUSSa9eve7du7d8+fKAgID8/PywsDCyNtgGHdz/7JzSuXNnGxubxmda/WIt0m2pysrKSZMmMZnMhw8fChjSppylpWWr6+4JJ06coNFobm5uEg0JAAAAaDe4WAVCaNiwYa1mnO0zBn/79m0tLa1WM/iAgICdO3f6+PgcOHCAlFyZw+GsXr3awsICV7xoA3l5+YMHD/bo0WPjxo0lJSWnT58WPyoAWtn7kPgMi/+xrKysnDhxYkNDw71794g9UL8BDAbDzs5OV1eX6kAAAAAAcgg/CZ7L5RJbqVA+i4bJZEZGRm7atCkwMJCsPqOiol6/fh0fHy/m94Fff/3V0NDw7NmzPB5POnfFBrKllQwef7EWphasYBUVFRMnTqTT6QkJCW1Yuiq1EhMT3717t2PHDqoDAQAAAEgj/LB6eno6k8lECJmamnbt2lXikQmkrq5eUVFB4jSVJls4icnd3b3NA/kANCEog+fxePiL9aBBg5SVlcV5Gi8vr+TkZBsbGzc3Nx6P16SGDIPBEHJxt7RhMBi6urpTp06lOhAAAACANLGxsUK2NDc3l6qS5+TOMt+3b9/nz5+3b99OYp8AkEJQBp+RkVFVVYXIWJuCNzq9f/8+30dramrE7J8STCbzwoULPj4+8vKt3MoAAAAAgMwxNTXdtWsXUVYbAOkhKPUkcRL8w4cPxexBCl28eJHJZArYqBUAAAAAssvZ2ZnqEADgT1AGP2fOnJkzZyKExJxC862Kior6/vvvWy2zBQAAAAAAAIkEZfAKCgoKCgrtFkr7MDY2xmtuxFdYWBgaGkpKVwAAAAAAAAipw03g3rdvH1ldZWVlkdUVAAAAAAAAQoKNwQAAAAAAAJAlkMEDAAAAQNrRaDTYCAkAQoebRQMAAAAAmRMUFKSqqkp1FABIC8jgAQAAgA6huLi4qKho0aJFVAeCEEK4qkRlZaWQ7W1tbSUZDgAyBjJ4AAAAoEPQ1NTkcDi3b9+mOhCEEOLxeCoqKt26dROzn9raWoTQ3r17dXR0yIjrX+/fv6fT6b169UIIFRcXl5WVkVs8msViIVG+wGBOTk49evRQV1cnMZJ2kJGR4eLiMnfuXKoD+aZABi/zXr169dtvv1lZWVEdyL8+f/6soqICdTYBAEDa2Nvb0+n0vn37Uh0IQgjxeLxnz54NGTJEzH7U1dUVFBSuXLlC7ix5fIsA58o1NTUNDQ2k702poKCgoqIifPvy8vKrV6+qqqoqKSmRG4mkVVVVVVZWQgZPLhqPx6M6BiAWPz+/ffv2aWpqUh3Iv2pqauTk5L5+/Up1IAAAAP7HqFGjnj592qlTJ6oDQQghLpdbWVm5Y8cOf39/qmPhY8KECYqKin/++SdCaNmyZX/99RflJaQrKyu7dOly9OjRBQsWUBuJqPr06TN+/PiDBw9SHcg3BcbgZR4eTSksLJSSrXNXrFhx9epVqqMAAADQlLm5eUVFRXp6OtWBIIRQbm5ur169jIyMqA4EAJkE1SQBAAAAAACQJZDBAwAAAAAAIEs6XAbPZrPr6+tJ6QovJAcAAAAAAKA9dbgM3sfHx8PDg5SujIyMYFkGAAAA0A44HA7U3pAqDx8+9PHxoTqKjqvDZfBFRUVFRUWkdGVlZbV//35SugIAAACAAK6urkuWLKE6CvAvNpu9ePHilJQUqgPpuDpcBi8MDoeTlZWVkJCQlpbG5XJbaubp6ZmRkZGUlNSesQEAAAAdUHFxcXFxMdVRgH8dOXIkPT39999/pzqQjgsy+P/B5XL37NnTs2dPU1PTcePGmZubGxsbtzTQPm3atG7dujEYjHYOEgAAAACAKkwmc/PmzY6OjuPGjaM6lo4LMvj/sFgsZ2fnlStXFhYWIoRUVVURQrm5ucuXL3dxcWk+GK+oqDhv3rzz58/X1NRQEC4AAAAAQLvbsmVLaWkpDMBTCzL4/wQFBcXExCCEvL29i4qKmEzm69evnZ2dEUIXL17cunVr80u8vLyqqqouX77c3rGKraKiAt+RLC0tFaZ9XV1d8f+TdGwAAACkytevX/Hv/+rq6lYbf/78GTcWMA0VyK6CgoI9e/YsXry4f//+VMfSoUEG/6/MzMxdu3YhhNzc3I4cOaKrq0uj0czNzc+dO+fk5IQQCgoKev/+fZOrLCwsLC0to6KiKIhYPBcuXNDT09PT09PX12/+upqoqakZM2YMbn/8+PH2iRAAAICUWLVqFf4T0Orfu/Lycl1dXT09PWNjY8jgv0nr16+Xk5PbsGED1YF0dJDB/+vw4cNsNltZWXnbtm2Nz9Pp9LCwMDk5OTabffLkyeYXenl53bt3r9UkWNp4enoaGxsjhNhs9vbt2wW05HA4rq6uT548QQj5+fmtXr26nUIEAAAgHfCfAITQ8OHDBbd8+vQpPrCyspKXl5dsWKDdvXz58tSpU+vXr9fV1aU6lo4OMvh/nTlzBiFkY2Ojr6/f5CEjIyMbGxuE0KlTp5pfOHfuXEVFxejoaMnHSCYFBYXAwEB8HBUVhaf+87V06dLr168jhGbPnr179+52ig8AAIB0qK2tffPmDUJIUVHR0tJScGMi1x8xYoTEIwPtzt/fv3v37suXL6c6EAAZPEIIoZycHJzCWlhY8G2Az2dmZjafNd61a1dHR8fo6GiZu13o5uZmamqKEGKxWDt37uTbJjQ0NDIyEiFka2t74sQJGo3WriECAACg2vPnz9lsNkLIwsJCSUlJcGPI4L9h169fv3379tatW3GpD0AtyOARQig1NRUftJTB9+3bFx+8fPmy+aOenp65ubkJCQmSiU5S5OTkgoKC8HFkZGTzLyfHjx/fuHEjQmjw4MFXrlxRVFRs7xABAABQjZgYI0xSTjRudb4NkC0cDmfdunWWlpZz5syhOhaAEN8MnsfjxcfHu7u7Dx8+fPz48evXr//06RNCyN/fv1+/fgMGDGCxWM2vevr06ZIlS77//nsDA4OuXbva2NiEhoY2NDRIIuiIiIiAgICAgIAvX76Q0mFZWRk+MDEx4duAOM93vvvEiRMNDAxkcT3rnDlz8FrympqaJjNkbt686e3tjRAyNja+ceNGp06dqAkRAAAApYQfVs/JycGDQTo6OkZGRpIODLSnw4cPp6Wl7dixg06HwV+p0HSVSUFBwfz58+/du0ecuXPnzsGDB69evRobG/v27duBAwc2uYmWnJzs7u6ekZHR+OSDBw8ePHhw/fr1Bw8etHrTTVTnz5/HES5evLhbt27id1hRUYEPVFRU+DZQU1PDB3wLadHpdHd397CwsIqKii5duogfT7uh0+nBwcEuLi4IofDw8NWrV3fu3BkhlJKSMmvWLDabra2tffPmTT09PaojBQAAQA3hh9UlOoVGWVlZWVmZ9G6BMKqrq2ELJ2nzP1+ksrOzhw0bhpNjVVXVuXPnhoaGent7M5lMJyend+/eIX4f4MTExIyMjH79+q1du/b48eNJSUlXr17Fi12ePn26Z8+e9nkl4iAy+JYmiigoKOCDlkrhenp61tXVnTt3TgLRSdasWbPw3KHKysoDBw4ghD58+GBnZ8dkMtXU1P788088Vx4AAEAH9Pnz5w8fPiCENDU1W/1zIHzJmjaIjo7eu3cv6d0CYWzduhW2cJI2/43BV1ZWjh8/Hk+Ysba2xvXC8UO2trZz587Fx82/WGtra1+9enXatGmNlzkOGTKkV69eXC43JiZmzZo1TS7hcDi1tbXq6uptCzowMHDx4sUIIbKKGZWXl+ODVjN4JpPJt4GJiYm1tTWDwcCByRAajbZp06bp06cjhHbv3u3m5jZ58uSioiJ5eflLly4NGzaM6gABAABQpvEAfKvFDCQ6Bt+9e3fS+wTCgC2cpNN/Y/B+fn74e/aCBQsSEhIaT5xwdXXt3bs3Pm7+xXrevHmOjo5NPtgGBgaGhoYIoby8vCbtP3z4MHbs2GPHjrU56LFjx86ePXv27Nlt/g7QRH19PT5oqZ4McR6vx+fLy8srOTkZl9ySLY6OjkOGDEEIffnyZfDgwW/fvkUIHT16dPLkyVSHBgAAgErCJ+UNDQ0vXrxACNFoNBj9+ZbAFk7S6d8x+FevXuG9Nk1NTcPDw5vswkCj0UxMTHJyclRUVAYMGCBMvxwOp6ioCCGE83iE0Pnz5x89epSWlnb//n0ulztz5kwyX4d4iG8CRCrfBHEeTxPny9nZ2dfXNyoqCu/tKls2b95sZ2eH/v92xLZt2zw8PKgOCgAAAMWIMXh9ff3s7GwBLdPT03Ghiz59+sjWkjAgQGpq6qlTp37//XfYwkna/JupE+XAIyIi+C48TU9PRwgNGTJEyC3WsrKy8CfZysoKnzl06FBWVpa5ufmoUaMePXokfugk0tDQwAfiZPBqamrOzs5nzpzZuXNnm+umv3jxYt26dRwOR/hL8vPzEUI8Hq9tz4hNnTrVwsIC18r09vYWZ+PVDx8+FBcXT5gwQZx42ub9+/eqqqqU/5apqqoqKCjo168fKb1xOJz09PQ+ffqQtSI8MzOza9eupCwBJ92nT58aGhp69uxJdSASV1lZ+enTJzMzM6oDkTgWi5WZmWlmZvbNb8/J4/HS09ONjIyIygdS6J9//mnpzxxfPB4vOTkZH/v4+Ah5lZBTaHAkISEheNcRaZOSkkKn0wcOHMhiserq6kpLSyn5u9YYngVQUFAgZj9cLjc3NzczMzMzMzMrK6u6urqysrK6uprNZnfq1ElJSalTp04GBgYmJibffffd6tWru3fv7uvrK84zfvny5fr165mZmWJGTor6+vq3b9/269dPSn4pFRUVsVisXr16iXTVxIkT5RFCHA7n2rVrCKHBgwfb2to2b1dQUIDTRAFrU8rKyhITExMTE/Py8kpKSj5+/IjPE5fcvXsX57Xr1q2T2gy+pYWqeHkAEpjBI4Tq6+sVFBTE2fZIQUFBTk5OpAweE3OvpT/++IOY/4NvnrQZnU6nauMnOTk5aahyRaPRyP29IC8vT+KPVF5eXhp+SnzR6XSpjY1cNBpNTk6O6ijaA36lHWQzOHI/qhIiUoSZmZnEOjHhCZnBS//PCiFEp9Ol7aPatnh4PF5KSsr9+/fv3bv36NEj4p+1e/fumpqa6urqGhoaNBrty5cvTCaTyWR+/Pixrq4Ot+nZs+eaNWusra0nTpzYtrsr0vZvLVUf1ba9x5SVleURQs+ePausrEQIjR07lm+7pKQkfNA8g6+trWUwGJGRkW/evOE7DExcIj0/rOa0tLTwQXZ29g8//NC8AXHrUMB7t7KyMiYm5pdffhEnEnNz8z///FOkSw4ePLh06VJxnjQxMXHOnDnE14bY2NgnT560eR1Sz549dXR0bt26JU5IAAAASLdw4UKRRtCISfAzZ85sdfXa0KFDs7KykNCFaHCJiI0bN86aNUv4kNrNhAkTFBUV8V/kZcuW/fXXX5T/XausrOzSpYuo9Z3T09PPnj175syZnJwceXl5S0tLLy+v4cOH9+nTx9TUtKVbRjwe7+PHj2PHjmWz2cOGDbt48eKBAweUlJQmTZrk6uo6bdo0ke41de3adfz48QcPHhQpciCYPEKIGC9vaaE3kcE3yerS0tJmzJiBq0wOGjTI1dV14MCB/fv319PTGzduXFJSkrq6OllzCSRq0KBB+AC/luaIDF7AMoBz587V1tb+9NNPZEcnWenp6Q4ODrW1tWZmZj///POqVasQQoGBgTdv3qQ6NAAAAFQiJsGPHj1a8C3oyspK/IdSSUmppd3NQXvicrnXr1/fsWNHYmKiiorKtGnTwsLCbG1tiUkHgtFotBs3bnz48OH27du4Bnx6evrly5fPnTs3d+7czp07L1q0aPny5T169JDw6wAtoiOEiJ1NW7pZhjN4bW3txluslZeXjx8//t27d/3793/48OHLly/XrVtnb2/fu3dvBQWF1NRUhNDQoUNl4p64ubk53ifi+fPnfBu8fv0atVYNl8Fg2NjYtLSrq3TKz8+fPHlyeXm5jo5OXFycr6+vgYEBQig+Pl7aZjoBAABoZ8IXoklOTsb34a2srIj6y4ASXC73xIkT5ubm06dPZzKZ0dHRxcXF586dc3R0FDJ9R/y2cOrfv//GjRvT0tJevXo1Z86c/fv39+7d29PTMzc3V2IvBQhCRwhpa2vj/8ALGZvIz8/H38Kb3BfbvXs3njB9+fLlJjNPXr9+jadPSWJPB0lQUlJycHBACN2/f7+kpKTJo8RPYPr06S3NBUpLS3v69KmXl5ekQyVRRUXFlClT8vLyVFRUrl27ZmxsrKCgsHLlSvzoxo0bqQ0PAAAAhVgsFs4K8NQLwY2F37e1zT5+/EisSQMtSU5O/v777z08PHR1dW/cuPHixQsPDw/hE3eCgC2cBg4ceOjQoY8fP65bt+7atWv9+vXbtGlTbW0tGeEDEdARQsS4clxcHB47J9TU1Hh6euIF400+lnh9Op1Obz73ZtOmTfhAVjJ4hJC7uztCqK6ubtu2bU0eCgkJwUMLnp6eLV3OYDA0NDSkczIfX3V1ddOmTXvz5g2dTj99+jQxvrJw4UJNTU2E0L179+7evUtpjAAAACiTmpqK//oPHDhQRUVFcGOJ7uWELViwgBhjAs1VV1cvWrRo5MiRZWVlsbGxd+/enTx5ctuWIAqzhZO2tnZwcPC7d+88PDxCQkL69etH+TqBjoaOELKwsMATwXk83pQpU+Li4lgsVllZ2ZUrV0aMGHH79m3ctEk63tDQgBDicrm+vr54DyAWixUfHz9mzBhc2ab5JWRxcXExNDQ0NDTEW1CRwt7efsqUKQihsLCwI0eOEOfDw8OPHj2KEHJ0dLS2tuZ7bUNDw8mTJ11dXVVVVcmKR6K4XO7cuXMfPnyIEAoLC3NyciIeUldXJ9bFwjA8AAB0WMSwujBJuUiN26a+vl6kUpgdSkpKypAhQ06cOBESEvLmzRu8wUubCb+FU7du3Q4ePPj8+XN9ff1JkyYFBATAv1G7+XeSenBwMJ6wXlRUZGdnp6GhoaWlNWPGDHV1dWLtZpMt1ogNO0+cOGFmZqampqaiojJp0qQXL17gFcq6urrEdk7kKikpyc/Pz8/Pb0PVRQGOHDmir6/P4/EWLlw4ZMgQZ2fnPn36LFu2jMvlGhkZRUREtHRhbGxsSUmJDE2hWbZs2ZUrVxBCvr6+fn5+TR5dvnw5Hm5JTEyE9awAANAxEcPqrQ7G5eXl4Vm1WlpaxA7uoN3s379/1KhRcnJyT548Wb9+vZibh+AtnH799VfhN1exsLB4+PDhr7/+unv37lGjRr1//16cAICQ/s3gnZycoqKiiCFkNpttaWnJYDASExNLS0sRQiYmJk22gFmxYgUetMZqa2sHDRq0adOm7OxsPOdEhqbQYD169EhJScEV8VNSUi5duoR3H5g0adKTJ08E1G9iMBhmZmYjR45sv1jFEBoaeujQIYTQtGnT9uzZ07yBtrY2MV8IhuEBAKBjEn5qeztMggd84XkQy5cvnzNnzrNnz4jCeuIICAhowxZO8vLyISEhd+7c+fTp06hRo1JSUsSPBAj2374z7u7ujo6Oqamp6urqeEwdIZSXl1dcXIz4fSzl5eXj4uJevXr1+fNnPT09Q0NDotTU169fJRq05OZn6+np3blz58WLF/Hx8SUlJQYGBra2toI/Ep8+fbpx48bWrVslFBK5jh07hpPyoUOHnj17tqVKQf7+/pGRkRwOJzk5+fr163iZLwAAgA6irKwMj2EJUxW6HSbBg+bq6+s9PDzOnz8fFBQUHBxMSp/Xr1+/ffv2qVOn2jYr2MbGJjk5eerUqTY2NhcuXGg8zgtI9z87R3bu3NnGxqbxmVa/WJPyhU/aWFpatrrunnDixAkajebm5ibRkEgRGxu7aNEihJCRkVFsbKyAz6exsbGLi8vZs2cRQoGBgfb29tK8IRcAAABy4WIVCKFhw4a1WhUaxuApMXv27NjY2KioKA8PD1I65HA469ats7S0nDNnTps76d69+927dx0dHadPn56RkWFsbExKbKC5Vj6WxGcYPpYtYTAYdnZ2wk8Xo0pSUtLs2bM5HE6XLl3i4uJaDXjNmjX4IDU1NSYmRvIBAgAAkBbCT4LncrnEViqQKrSn0aNHx8bGkpW+I4QOHz6clpa2Y8cOMXfy0dTUjI+PP3r0KN5hBkiIvOCH8RdrYWrBtiouLg7vi/T48WOE0O3bt3HN+JEjRzYZ+JchiYmJ796927FjB9WBtCIjI8Pe3r6mpkZBQSEmJkaYjXItLCwmT578119/IYSCgoKcnJxkYnMuAAAA4hN+WD09PZ3JZCKETE1Nu3btKvHIwP/z9/cnsTe8hdP06dOJLZzEoaysLBNzE2SaoAyex+PhL9aDBg3CW5aK4+LFi9HR0cR/xsbGxsbGIoTWrl0ruxk8g8HQ1dWdOnUq1YG0wszMDK9IFsmNGzckEQwAAAAph/9AC8Pc3ByXrwAy7dKlS1++fNmyZQvVgQBhCcrgMzIyqqqqEElrU6KioqKiosTvR3owmcwLFy74+PjIy7dyKwMAAAAAQGrNnj17yJAhZmZmVAcChCVoXgRMghfs4sWLTCZTwEatAAAAAADST1VV9ZusTfINEzR4PGfOnJkzZyKExJ9C802Kior6/vvvhZlTDgAAAABxGBoaamlpUR0FANJCUAavoKCgoKDQbqG0D2NjY7zmRnyFhYWhoaGkdAUAAAAAAU6fPk11CABIkQ43gXvfvn1kdZWVlUVWVwAAAAAAAAgJ6gMCAAAAAAAgSyCDBwAAAAAAQJZABg8AAAAAAIAs6XDz4L89GRkZCCEVFRWqA/mPVAUDAAAAe/369T///EOj0agO5D/v37+nOgQAZBJk8DJvyZIl5eXl5ubmVAfyry9fvnTu3JnqKAAAADS1cePGK1eumJiYUB0IQgjxeLzXr1/Pnz+f6kBkBt771s/PLyAggMRu6+vr6+vr1dXVEUJsNrumpqZTp04k9o8QqqqqSktLE+kSQ0PDsrIyJSUlciORtLq6OkNDw7dv37bDc0EGL/PMzMxOnjxJdRQAAACk3alTp2JjY7W1takOBCGEeDxeYWHh9OnTnZ2dqY5FNnTp0mXu3LndunVTVVUlsdv79++/evVq4cKFCKFXr17duHHDw8OD3NQ5Ozt7zpw5Il3C5XL79u07ceJEEsNoB9evX2ez2e3zXJDBAwAAAB1CbW2toqKilGTMVVVVhw4dImuHlg5CEkXx161bl5OTs3XrVoQQg8G4ceNGUFBQly5dSH8ikaipqY0cORJHJUNyc3PbrdQ4ZPAAAABAh6Ctra2joyMlWVFubu6hQ4c0NDSEbH/jxg1VVVUbGxuJRgWArIAMHgAAAADSbuvWrVpaWpDBA4BBNUkAAAAASDsej4eXcgIAUAfM4Nlsdn19PSldsVgsUvoBAAAAAABSq6ysjOoQmupwGbyPj4+HhwcpXRkZGR08eJCUrgAAAAAAgBT6448/tLW18/PzqQ7kf3S4DL6oqKioqIiUrqysrPbv309KVwAAAAAAQNo0NDQEBAQMGzasR48eVMfyPzpcBi8MDoeTlZWVkJCQlpbG5XJbaubp6ZmRkZGUlNSesQEAAAAAgPZx8ODBzMzMnTt3StVmxggy+Ca4XO6ePXt69uxpamo6btw4c3NzY2Pjlgbap02b1q1bNwaD0c5BAgAAAAAASauoqAgNDXV2dv7hhx+ojqUpyOD/w2KxnJ2dV65cWVhYiBDCe57l5uYuX77cxcWl+WC8oqLivHnzzp8/X1NTQ0G4AAAAQLv4+vVrcXFxcXFxdXV1q40/f/6MGwu4iQ2ATPjtt9+qqqp+//13qgPhAzL4/wQFBcXExCCEvL29i4qKmEzm69ev8d51Fy9e5LsFhpeXV1VV1eXLl9s7VgAAAKC9rFq1Sk9PT09PLyoqSnDL8vJyXV1dPT09Y2NjyOCBTPvw4cP+/fuXLVtmYmJCdSx8QAb/r8zMzF27diGE3Nzcjhw5oqurS6PRzM3Nz5075+TkhBAKCgp6//59k6ssLCwsLS1b/Y0GAAAAyK4nT57gg+HDhwtu+fTpU3xgZWUlLw+7RgIZtm7dOlVV1fXr11MdCH+Qwf/r8OHDbDZbWVl527Ztjc/T6fSwsDA5OTk2m33y5MnmF3p5ed27d695cg8AAAB8A2pra9+8eYMQUlRUtLS0FNyYyPVHjBgh8cgAkJinT5+eP39+48aN3bp1ozoW/iCD/9eZM2cQQjY2Nvr6+k0eMjIywts4nzp1qvmFc+fOVVRUjI6OlnyMAAAAQHt7/vw5m81GCFlYWCgpKQluLLkMfurUqRMnTiS3TwBa4u/vb2RktGTJEqoDaRFk8AghlJOTg1evWlhY8G2Az2dmZpaWljZ5qGvXro6OjtHR0TDhDwAAwLeHmBgjTFJONG51vo2o1q5du3jxYnL7BICvy5cvP3z4cNu2ba1+ZaUQZPAIIZSamooPWsrg+/btiw9evnzZ/FFPT8/c3NyEhATJRAcAAABQRvhh9ZycHDzOpaOjY2RkJOnAAJCEhoaGdevWjRgxYtasWVTHIgifVSY8Hu/WrVunTp3KyMjo1KnT8OHDfX199fX1/f39//zzTzqdnpKS0vxLydOnT6Ojo1+8eJGXl1dTUzNw4MAJEyasWbNGQUGB9KAjIiKys7MRQmvXriVlflJZWRk+aGm5MXGe73z3iRMnGhgYREVFjR8/XvxgAAAAAOkh/LA6TIIH3wC8hdPDhw+lbQunJppm8AUFBfPnz7937x5x5s6dOwcPHrx69WpsbOzbt28HDhzYJH1PTk52d3fPyMhofPLBgwcPHjy4fv36gwcPSL8Hcf78eRzh4sWLScngKyoq8IGKigrfBmpqaviAbylcOp3u7u4eFhZWUVHRpUsX8eMBAAAApMHnz58/fPiAENLU1DQ1NRXcWPiSNQBIJ2newqmJ/5lFk52dPWzYMJwcq6qqzp07NzQ01Nvbm8lkOjk5vXv3DvH7WCYmJmZkZPTr12/t2rXHjx9PSkq6evUqXq7+9OnTPXv2tM8rEQeRwSsqKvJtQNxJaGkzC09Pz7q6unPnzkkgOgAAAIAajQfgWx2ShDF4IOukeQunJv4bg6+srBw/fvynT58QQtbW1hcuXNDT08MP2drazp07Fx83/1hqa2tfvXp12rRpjT/bQ4YM6dWrF5fLjYmJWbNmTeP29fX1NTU14oxVBwYG4uUsurq6be6ksfLycnzQagbPZDL5NjAxMbG2tmYwGLDOBgAAwDdD+KS8oaHhxYsXCCEajTZs2DCJRwYA2aR8C6cm/svg/fz88J2yBQsWRERENN6IwdXVdcOGDTk5OYjfGPy8efOa92tgYGBoaPjx48e8vDzi5MuXLwMCAu7cucPlco2MjNauXbto0aI2BD127Ng2XCVAfX09PmipngxxHlfU4svLy8vT0/PNmzfm5ubkhgcAAABQghiD19fXxyvQWpKens5isRBCffr0gQmlQBZJ+RZOTfybpr969er48eMIIVNT0/Dw8Cb7qNFoNBMTk5ycHBUVlQEDBgjTL4fDKSoqQggZGhriM8+fPx87diydTv/ll180NTVjYmIWL15cUFCwefNmMl9Qm6irq+MDIpVvgjjfuXPnljpxdnb29fWNiorCe7u2DY/Hy83N5XA4be6hzbhcLpPJ7NSpU/s/NVlqamoUFRUp3wWQ9J9kZWWlgDeeqKqrq1VVVeXk5MjqkET19fVsNltVVZXqQCTuG/i4Ca+qqqqDvNLKyspOnTpJ8+q36upqkQof83i85ORkfOzj4yPkVSJNoSkuLsbjg9KmtraWzWZnZGSw2eyqqqqGhgbpjFN8FRUVHA4nKyuLyWSWlJQghD58+ED5Z7ahoUESRborKyu/fv1aV1enqqqqpKSkqalJPIS3cNq5c6c4Cyy5XC6LxRLprdK2P3y6urqIx+PxeDw3Nzd86s6dOzx+DAwMEEI//PAD30ebIxa2Ll68mMfjcblcCwsLFRWV1NRU3IDNZk+YMEFOTu7NmzdC9kkKe3v7MWPGNDm5ceNGHC0RXhMPHz7EDXbv3i2gc09PTz09PS6X2+bwLl26JNI/IQAAACA8VVVV4f8kvX37tg1PER4eLkzn6enppL868C0ZOnRoW5MpHo/Hq6ysjI2N3bRp07x584YPH961a1e+z6KtrT1y5Mj58+f36tVLT0/vy5cv4jwpUXxc0uzs7OQRQhwO59q1awihwYMH29raNm9XUFCQn5+PBK4uLysrS0xMTExMzMvLKykp+fjxIz6PL0lNTX358qWvry9RcF1OTm7btm1WVlbbtm07ceIE2S9NNBoaGvigpYWqeHkAEjgGjxCqr69XUFAQZwDGzs7u6tWrLd0KkKi6urqSkhLinoksKioqUlFRIXG4um1YLFZRUVGvXr3I6jAzM9PExISsgb2CgoIuXboQ5ZWkSnl5OZvN1tbWpjoQiSP9TSK1eDxeVlZWqzVMvg3v3783MDCQRA1lskRGRuLpskIiJsHPnDnz2LFjghsPHTo0KysLCV2IBv8W+uWXX0aOHClM+z/++ENVVXXChAnCNBZfSEiIvLy8j49PfX399evXU1NT9+/f3z5P3c7OnDlz9+7dAwcOFBUV5eTkHDp0KCoqivK/EX5+fgMHDmzDhSkpKefPn09ISHjx4gWHw1FRUTE1Ne3Tp8+4ceO0tLTU1dXxuDuPx6uoqKirq8vPz8/Ozn748CFOXHV1da2srCZNmuTq6tq/f39Rn71///4cDkekhbAVFRX19fU6OjoiPZGVlZU8QujZs2eVlZWo5fnlSUlJ+KD5x7K2tpbBYERGRuKh9ObX4kv++usvhNCkSZMaP2RpaamtrU0Mb1NIS0sLH2RnZ/OtH0RM/hMwt6+ysjImJuaXX34RJxJlZWVHR0dxegAAAAD4unXrFt6AXEjEJPjRo0cLHhyprKzEfyiVlJRa2huRr++//17IfXP279+vpaXl7OwsfOfiOHz4sKKi4s8//4wQ+ueff7KystrtqdtZSkrK33//PX/+fIQQg8FACE2fPp3ylQy//vqrsrKy8O0LCwuPHTt25swZvJfR2LFj586da2NjY2Fh0eqs0YaGhgEDBgwfPnz37t2JiYkPHjzYsWNHSEjIoEGD5s6d6+3tLfy8GmVlZU1NzfZ5q8gjhIjx8u7du/NtRGTwTSa3paWlzZgxA1eZHDRokKur68CBA/v376+npzdu3LikpCR1dfV+/fohhG7fvo0Qav51qm/fvo8ePSoqKiLq3lBi0KBB+AC/luaIDF7AMoBz587V1tb+9NNPZEcHAAAAUED4QjTJycl4FM/Kykqa70KAb09GRsaOHTtOnTpFo9GmTJmyefNme3v7lrb34YvYwmnUqFGjRo0KCAioqqr6448/zp8/v3HjxpCQEE9Pz5UrV/bu3Vtyr6IN6AihL1++4P8giio2gTN4bW3txpskl5eXjx8//t27d/3793/48OHLly/XrVtnb2/fu3dvBQWF1NRUhNDQoUPpdDr6/1koPXr0aNKzsbExQigzM5PklyUic3Nz/FXv+fPnfBu8fv0atbafBYPBsLGxkYkKRAAAAIBgLBbr5cuXCCF5eXm8x4sAwu/bCgBZ8vLyXF1dBwwYcPXq1dWrV+fm5l65csXZ2Vmk9J3vFk6dOnVyc3OLjY3Nzs5etGjR8ePH+/Tps2jRIrzSV0rQEULErFP8WW0iPz8ffzKbfCx3796Nq81cvny5ycyT169f19XVNb6ksrKSTqc3v5GBf8pfv34l47W0nZKSkoODA0Lo/v37zf95iJ/A9OnTW5qLnJaW9vTpUy8vL0mHCgAAALSD1NRUvChr4MCBraZEsJcTaE8sFmvLli39+vWLj4/fsWPHx48fQ0JCRJ1KjgnewsnQ0HDXrl15eXmBgYGnT5/u06fP3r17GxoaxAufHHSEEDGuHBcXh8fOCTU1NZ6envgz3CSDxxWm6HR687k3mzZtwgfEJVVVVXxr/OGTLW2T1J7c3d0RQnV1ddu2bWvyUEhICL456Onp2dLlDAZDQ0NDyMl8AAAAgJQjhtWFScpFagyAOF6+fGlpablhw4Y5c+a8ffv2l19+IWqCi0rILZw6d+4cGBiYkZExZcqUlStXjho1Ci/aphYdIWRhYYEngvN4vClTpsTFxbFYrLKysitXrowYMQJPYUfNMnj8FYTL5fr6+uKCUywWKz4+fsyYMbiyTeNLlJWV+e6FhDsR6X4HQsjFxcXQ0NDQ0FCkNfWC2dvbT5kyBSEUFhZ25MgR4nx4ePjRo0cRQo6OjtbW1nyvbWhoOHnypKura0eoYw0AAKAjIIbVW50Yk5eXh+/Ja2lpSdtcYfCNOXjw4MiRIzkczuPHj48cOSJm7TKRtnAyMDA4c+bM7du3i4qKrKysKK+jSMf/FxwcjCesFxUV2dnZaWhoaGlpzZgxQ11dnVi72WST5MmTJ+ODEydOmJmZqampqaioTJo06cWLF7gIka6uLlGasEuXLlwut/l9B7x/m6hLnktKSvLz8/Pz88nd+ejIkSP6+vo8Hm/hwoVDhgxxdnbu06fPsmXL8A6yERERLV0YGxtbUlICU2gAAAB8M4Sf2g6T4EE7qK2tdXFxWbp06axZs549eyb+mw1v4bRhwwaRtnCytbVNTU0dN26ch4fHzz//zHd4un38m8E7OTlFRUURQ8hsNtvS0pLBYCQmJpaWliKETExMmrzCFStW4EFrrLa2dtCgQZs2bcrOzsZzThr/cHGOnpeX1+TpcZl5ygt4Yz169EhJScEV8VNSUi5duoSX2E6aNOnJkycCquUwGAwzMzMhK9oCAAAAUq6srAz/BSRqygkAk+CBpFVUVEyaNOmPP/5gMBgnT54ktvERh7+/v5GR0dKlS0W9sFu3bleuXNm9ezeDwXB0dKRqMed/c9Pd3d0dHR1TU1PV1dXxmDpCKC8vr7i4GPH7Yi0vLx8XF/fq1avPnz/r6ekZGhoSiXjzF9OnT59nz55lZmY2ub/25s0bZWVlXJFGeHfv3hWpvfD09PTu3Lnz4sWL+Pj4kpISAwMDW1tbotYkX58+fbpx48bWrVslFBIAAADQzvBSN4TQsGHD8C16AWAMHkhUYWHh5MmT379/HxsbS9aWXpcvX3748OGFCxeUlJTa1sOKFSsMDQ3nz58/duzYGzduiDSQT4r/WV3auXNnGxubxmda/VgKzm4Jjo6OZ86cSUpKarypU2Zm5ufPn6dOnUr51l9NWFpatlo5i3DixAkajebm5ibRkAAAAIB2I/wkeC6XSxRihgweSML69euLioru3r07dOhQUjpsaGhYt27diBEjxCxAMnPmTB0dHScnpwcPHjg5OZESm/Ba+WJNfAsX82M5ZcoUJSWlqKio2tpa4uS+ffsQQtOmTROnZ8oxGAw7OztdXV2qAwEAAADIIfywenp6Oi4oZ2pq2rVrV8mFRKPRWiroDL5tO3fufPXqFVnpO/r/LZx27twp/jvK2tq6pKSk/dN31GoGjz/DwuzmIJiGhsbq1as/fvzo4uKSk5NTW1sbFhYWHh7et29fDw8PcXqmVmJi4rt372ANqzC4XO6uXbvKysqoDgQIJS4u7uHDh1RHAQCgRmxsLI/H4/F4M2bMENzS3Nwct2xpU3OyrF27dvny5RJ9CiCdtLS0BKxFFFVlZWVoaOisWbOa7GXUZlR9seRTo53A4/HwrbFBgwbhLUvFERQUVFZWdvDgwdjYWHxm4MCBf/zxh/g9U4jBYOjq6k6dOpXqQGRAfn6+v7+/sbFxq38PgDTYsmWLnp5eSxVUAQCgnTUungFAm5WVlXXv3r355j8yR1AGn5GRUVVVhUhaXS4nJ3fgwIGlS5fGx8czmczBgwdPmTKl1fUx0ozJZF64cMHHx4fvZlWgCVyhCP8vkH54UI3qKAAAAAAyGRsbv3z5kuooSCAo9SRrEnxj/fr1a7Uulay4ePEik8kUsFErAAAAAAAApBOUwc+ZM2fmzJkIIZme6CI5UVFR33///TfzhQQAAAAAAMgEQRm8goKCgoJCu4XSPoyNjfGqefEVFhaGhoaS0hUAAAAAAABC6nATuHEJS1JkZWWR1RUAAAAAAABCkuGFpAAAAAAAAHRAkMEDAAAAAAAgSzrcLBoAAACgY2IymRUVFYcPH6Y6EIQQwhv8NTQ0UB0IADIJMngAgAjq6+u3b9/et29fqgMR2bt373x8fCS66zsAUq6goODTp0+LFi2iOpD/VFZWCtly3rx5Wlpae/fulWg8QEqwWKzs7OyLFy+S2CebzX737l3//v3xf75586Z///7kbkyUm5tbW1tLYocCQAYv8yoqKi5cuNC7d2+qA/kXk8lUVVWdOHFik/OqqqpycnLq6urNL3n//v39+/cNDAzaJcDWZWdnu7m5qaqqUh0IlVRUVFRUVJqfP3Xq1MaNG9s/HlJUVFTs2LGD6igAoMz9+/dLS0vl5OSoDuRfdDq9c+fOQjbOy8trt9wIUK68vDw+Pj4+Pp7qQESmo6PTPk8EGbzMW79+/aFDh6iO4n8oKys3/z2rra39/v17Q0PD5u09PDwePnzYLqEJ6+PHj7///jvVUVDp1KlTioqKzc/jf8G4uDjZGoavrKy0srIihl4A6LC0tLSoDgGA1n38+PHLly/kDpDHxcX5+vo+evRIX18/IyPDzs7uxIkTo0ePJvEpOByOnp4eiR0KABm8zBswYABCKD09XUlJiepYEEIoJCTkzp07fB/im74jhAYPHpyTk/PgwQNJxiWs8vLyoUOHmpmZUR0IxXR1dQU8amBgID23fYRRXl5OdQgAAACEpampqampSW6f+O9az549DQ0N8dZA+vr6svW3rDHI4GUejUZDCBkbG0vJ1rmdO3cW9UsznU6Xl5eXkk9RaWkp1SEAAAAAAAgC1SQBAAAAAACQJR0ug2ez2fX19aR0xWKxSOkHAAAAAAAA4XW4DN7Hx8fDw4OUroyMjA4ePEhKVwCAtnnw4MGff/5JdRQAAABAuyItg//8+XNxcbH0LxcrKioqKioipSsrK6v9+/eT0hUAoA2YTObs2bNPnTpFdSAAAABAuyIngy8vL9fT09PT01uzZg0pHVKLw+FkZWUlJCSkpaVxudyWmnl6emZkZCQlJbVnbAAAwvbt20tKSjZs2EB1IAAAAEC7IieDf/r0KY/HQwgNHz6clA6pwuVy9+zZ07NnT1NT03HjxpmbmxsbG7c00D5t2rRu3boxGIx2DhIAgBAqLCwMCwtbuHAhLqgKAAAAdBykZfD4QKYzeBaL5ezsvHLlysLCQoQQ3pIzNzd3+fLlLi4uzQfjFRUV582bd/78+ZqaGgrClTVVVVW9e/d+9uwZ1YEAoaxZs0bKty/dsGEDjUYLDAykOhAAQHtQVFTku80cAB0TORn8kydPEEJqamoyPRgWFBQUExODEPL29i4qKmIyma9fv3Z2dkYIXbx4cevWrc0v8fLyqqqqunz5cnvHKraKiori4uLi4mIhy5/X1dUV/7+2PWN5efn79+8/fvzYtsv5+vr1Kw6purq61cZ4qUZxcbGAmVGAkJiYiD/X0unly5cnTpxYt25du+1+BwCg1tGjR8PCwqiOAgBpQeYY/JAhQ+Tk5EjpsP1lZmbu2rULIeTm5nbkyBFdXV0ajWZubn7u3DknJyeEUFBQ0Pv375tcZWFhYWlpGRUVRUHE4rlw4QJeuqCvr9/8dTVRU1MzZswY3P748ePtE6EwVq1ahaNq9Z+gvLxcV1dXT0/P2NgYMvhvQEBAgJ6e3ooVK6gOBADQToyMjLp37051FABICxIy+Pfv35eUlCCERowYIX5vVDl8+DCbzVZWVt62bVvj83Q6PSwsTE5Ojs1mnzx5svmFXl5e9+7dazUJljaenp7GxsYIITabvX37dgEtORyOq6srHo718/NbvXp1O4UoBGKQuNXpW8RELysrK3l52IpYtsXFxd26dev333/HU90AAACAjoaEDP7bmAR/5swZhJCNjY2+vn6Th4yMjGxsbBBCfIvWzZ07V1FRMTo6WvIxkklBQYGYQBwVFYWn/vO1dOnS69evI4Rmz569e/fudopPCLW1tW/evEEIKSoqWlpaCm5M5Poy/T0TIIQ4HM6aNWssLCzmz59PdSwAAAAANUjI4L+B3CgnJwensBYWFnwb4POZmZnNZ4137drV0dExOjpa5uZmuLm5mZqaIoRYLNbOnTv5tgkNDY2MjEQI2dranjhxgkajtWuIAj1//pzNZiOELCwslJSUBDeW/nfp6dOn8TwuIUVHR+/du7c9O5QSx44de/Pmzc6dO+n0DrchHQAAAICRNgavq6traGgofm+USE1NxQctZfB9+/bFBy9fvmz+qKenZ25ubkJCgmSikxQ5ObmgoCB8HBkZ2fzLyfHjxzdu3IgQGjx48JUrV6StCABx80eYpFz67xQpKSkFBAT4+voK0zg0NNTT07O2trY9O5QGTCYzODjY3t5+/PjxVMcCAAAAUKZpBs/j8eLj493d3YcPHz5+/Pj169d/+vQJIeTv79+vX78BAwawWKzG7dlsdkpKCvr/LKqiouLYsWOLFy8eP3780KFDly1bJmSpE5FEREQEBAQEBAR8+fKFlA7LysrwgYmJCd8GxHm+890nTpxoYGAgi+tZ58yZ079/f4RQTU1NkxkyN2/e9Pb2RggZGxvfuHGjU6dO1ITYMuGH1XNycvD7UEdHx8jISNKBtc2sWbMOHDhw4MCBZcuWCW4ZGhq6cePGNWvWrF27tj07lAbbt2///Pkz38JQAAAAQMfxP0v6CgoK5s+ff+/ePeLMnTt3Dh48ePXq1djY2Ldv3w4cOLDJdIXXr1/jcTtTU1N/f/8DBw40TvGfP3/++PHjhISEzp07kxj0+fPncZCLFy/u1q2b+B1WVFTgAxUVFb4N1NTU8AHfqoV0Ot3d3T0sLKyioqJLly7ix9Nu6HR6cHCwi4sLQig8PHz16tX4XyolJWXWrFlsNltbW/vmzZvSWbBP+GF16Z9Cgy1ZsoTL5fr6+vJ4vAMHDvCds0Rk28JksaR3SC3YwgkAAADA/svgs7Ozra2t8Yi7qqrq9OnT+/fv/+HDh6ioKCcnp8rKSsQvVSJyo7CwMDU1NQcHh+HDh7NYrD/++APv3ZOSkrJr167Nmze30wtqEyKDb2miiIKCAj5oqe64p6fn77//fu7cucWLF0sgQAmaNWuWhYXFy5cvKysrDxw48Ouvv3748MHOzo7JZKqpqf355594rry0+fz584cPHxBCmpqarUYofMkayi1btozH4y1fvpzH44WHhzfJuXG2vXr1auGzbdI7pBBs4QQAAABg/2bwlZWV48ePx+m7tbU1LhaOH7K1tZ07dy4+bj6ESYyDjhs37uTJk8RV69ev9/X1PXjwIEIoOjqa3Aw+MDAQJ8q6urqkdFheXo4PWs3gmUwm3wYmJibW1tYMBkPmMngajbZp06bp06cjhHbv3u3m5jZ58uSioiJ5eflLly4NGzaM6gD5azwA3+r6WlkZg8d8fX25XO6KFSt4PN7BgweJV0dk200KnrZ/h5R49erViRMnNm3aJJ13hAAAAID29G8G7+fnh0c0FyxYEBER0bhgtqur64YNG3JyclDLY/Ddu3e/ceNG46vodPqOHTsuXLhQWlqal5dXWlqqpaVFVtBjx44lqyusvr4eH7RUT4Y4j4uf8OXl5eXp6fnmzRtzc3Nyw5M0R0fHIUOGPH/+/MuXL4MHD8bfZ44ePTp58mQSn0VXV3fWrFmDBw8mpTfhk/KGhoYXL14ghGg0mtR+IWnCz8+Px+OtXLmSx+MdOnSIRqPhbDsgIKBt2XYbOrSystLR0RHvdZAJb+G0cuVKqgMBAAAAqCePEHr16hXeaNPU1DQ8PLzJfjc0Gs3ExCQnJ0dFRaXJ9NPq6uqMjAyE0MiRI5vvkqOqqmppaXnr1i2EUEFBQeMM/sOHD7jO3cqVK3v37i2RVyYKdXV1fECk8k0Q5wVM6Hd2dvb19Y2KihKphJ+U2Lx5s52dHfr/2xHbtm3z8PAg9ymUlZUvXrxIVm/EGLy+vn52draAlunp6XhtRp8+fWRolcKKFSu4XO6qVat4PJ6hoSHOtgXvvUVuh/v27Wvzc5EuLi4uPj7++PHjsIUTAAAAgHAGT9QCj4iI4FtXOz09HSE0ZMiQJml6cnIyHpxuaRyUGMMjVoJiq1atiouLq6urc3V1lYYMXkNDAx+Ik8Grqak5OzufOXNm586dba6bnpeXFxERweFwhL8EDzCLaerUqXg2PELI29tbnI1XS0tLy8vLRapqkpiY+PXrV+Hb83i85ORkfOzj4yPkVSJNoblw4QJ+27dBZWXl+/fvSbnbMHbs2MOHDyOELC0t6XS6+LViiA6HDx/etg7xzbqGhgYxI8EKCwszMzM/fPjw9evX6upqvCKlS5cuysrKnTp16tWrl4mJib6+PllbOF26dOnt27ckxC22ioqKjx8/tlS+9ltSX1+fmpo6ZMgQOTk5qmORuGfPnpmZmRFDQt+wf/75p2vXrmRNZJVOWVlZcnJy8+fPr6ure//+/ZcvX6S/Wlfb3L9/n8lkLl68+OPHjzh72bRpU6u7rMgiPOi8efPmrKysXr16IYSOHj16+/ZtaqMqKCiora1tqRZiS0aNGiXP4XCuXbuGEBo8eLCtrS3frvPz8xG/KTStFgPJzMzEB40/53fu3Pnzzz8nTJgQGxsrUriSQ2TwLS1UxSsEkMAMHiFUX1+voKAgzrZH2dnZx44da+mLBF94gJnH47X5SRFCf/zxB97fFCFUVFQkTlefP39mMpk4TRRSTU2NSH/dMzMziaULwhMyg8e56b179/7++29Rn4LogcViEZ8OcRAF2l+/fo1TZ7I6fPnyJfHxFAn++Yj0jauxioqKR48e3b9//8GDB+np6Y0XligqKuKv+rW1tXV1dcR5eXl5Npvt5OR05cqVH374oW1JA57/dv/+/cePH7ctcnLhNwkxGewbxuVyv379+uLFC6naD05Cqqurnz592vyO9LcH/9L+JpM8Av7tVFhYyOPxeDxeQ0ODSH/XZEhtbS2LxTp9+jSLxcKr/qKjo7/JDyxOrs6fP19bW/v8+XOE0J9//kksdKRKXV0dj8drqRZiS5hMJkpKSsL/gefINnfp0iXc4Ny5c00ewssf6XR6dXU132txEfH+/fsTZxoaGgYMGDBjxgw8nPbo0SO+F0qOvb39mDFjmpxkMBj4NUZHR/O9asuWLbhBTExMSz1XVFSoqKj8+uuvZIYrhPDwcIRQbW1tm3t49OhRk7dOUlJSm3vz8/Pr1auXRC85ceIEjnPmzJkVrSG+1yYnJwvTeUlJCULo+PHjIr0EScBFV4ibDD///DOXyxW/QxqN1rNnzzZ3GB8fjxB69eqVSFeVl5cfO3bM1tYWf1Xr0qWLg4PDxo0bT5069eTJk+Li4vr6+iaXlJaWPnv2LDo6WkNDQ09PT1tbGwf/ww8/7N+/v6ioSKQA8J4PDAZDpKsAAB3W+PHjp06dio+XLl363XffURuP5Kxdu1ZHRwcfHzt2DCFUXl5OaUSScuHCBYRQbm4uj8fDkw5u3bpFdVBtR//48SPOD7p37843zSdS/JYK0fTv35/vTcPExMSqqiqE0MSJE4mT4eHhaWlprW4x084GDRqED969e8e3ATHTWkAh6nPnztXW1v70009kRydZ6enpDg4OtbW1ZmZmxAx+KS/YRwxvjx49urNA6P//7ZSUlGRrxkJwcPDmzZuDgoKWLFmCEFq0aNGRI0cWLlzIa+vNFqJDGo2mp6cXFhYmZodCevbsmaurq56e3oIFC5hM5vbt21+8ePHly5dr165t3rx53rx5w4cP19HRaT4K0q1btyFDhmRnZ9fU1Ny+fbu4uDg9PR3Pzvfz8+vRo4ejo+ODBw8kGjwAAAAgnejEtqYtTUvAGby2tnaTzSzz8/MLCwtRy5MTNmzYgBCi0WiLFi3CZ0pKSoKDg62trUkvJiMmc3NzZWVlhBC+q9Lc69evUWulxxkMho2NjagzmaiVn58/efLk8vJyHR2duLg4X19fAwMDhFB8fPyjR4+ojq5FwheiwePuCCErKyvK75QJLzg4eNOmTUFBQcHBwfjMjBkzwsLCjh492racu3mHK1euFKdDYcTHx48bN27YsGEPHz5ct25dZmbmkydPfvnll8GDB9PpTXeD5qvxFk40Gq1fv37Lli17+PDhhw8ftm7d+vr1axsbmxEjRly5ckUS8QMAAABSi47vTSOE8A2FJvLz8/F4p4BJ8EOHDm1+YVxcHN42dcaMGWZmZvjkr7/+WlFRERoaSk7s5FFSUnJwcEAI3b9/H0+iaIz4IUyfPr2lmWFpaWlPnz718vKSdKgkqqiomDJlSl5enoqKyrVr14yNjRUUFIhqfRs3bqQ2vJawWCz8XpWXl7e0tBTcWPh9W6XHpk2bmmTbGJFz//zzzyLl3KR32KqsrCx7e/tJkyZ9/Phxz5492dnZQUFBbfhy29IWToaGhv7+/llZWdeuXaPT6TNmzBg5ciQpCw8AAAAAmUAnBpXj4uJSU1MbP1ZTU+Pp6Ykn/gvYjZVYAUlISkrCm0BpamoSNemeP39+7NixGTNm/PjjjyS/CDK4u7sjhOrq6pqXxw4JCcH5jaenZ0uXMxgMDQ2NWbNmSTRIEtXV1U2bNu3Nmzd0Ov306dPEYPbChQs1NTURQvfu3bt79y6lMfKXmpqK35MDBw5sdeWHbO3lhBDavHlzcHBw82wbwzn3sWPHhM+5Se9QsNra2vXr15ubmz9//jw6Ovrdu3d+fn74Bpeo8BZOa9eubWkLJzqd7uDg8Pjx44sXLxYVFY0aNcrHx6elxegAAADAt4RuYWGBZ4HzeLwpU6bExcWxWKyysrIrV66MGDGCKLIjYAz+8OHDkZGReDHru3fv/P39ra2tKysrFRUVz549i6fX83i85cuXy8vLi1PQmuDi4mJoaGhoaEhKdQ7M3t5+ypQpCCE8P5g4Hx4efvToUYSQo6OjtbU132sbGhpOnjzp6uoqK8WquVzu3LlzHz58iBAKCwtzcnIiHlJXV1+6dCk+Jn0Y/vr1641rjLQN8cYTJikXqTHlQkJCgoKCWsq2MSLn9vb2bjXnFqfD8vJyUbPhf/75Z8SIETt37lyyZElGRoaHh4eQs2X4En4Lp1mzZv3zzz+BgYHR0dGWlpYwGA8AAODbx+PxYmJiGv+hJeohjhw5kli4WVpa2ngBLIfDwatX+/bti4u+y8nJKSoqEp106dIlNjaWaH/y5EmEkL+/P3FGnFo0Y8aMwc+SlZUl6rV8a9Fg+fn5+vr6uGcrK6tZs2YRNyiMjIw+ffrUUp8xMTEIocePH4saDCnaUIuGKG/i6+vb/NHPnz8TY9t//fWXqPG0VFgG1yS9evWq8JfwNW/ePBxbq3VFcnNzcUstLS0hO+dRV4sGF0QKCgpqch6vwbh582bjk2FhYQghvD2TqB3S6fThw4c3Odm8w0mTJnl4eDTvtqVaNMeOHVNTUzMyMhKnkBHhzz//bMO/wqtXrwYMGKCgoLBly5YmZXagFg0AQCRQi+bb863VokEIOTk5RUVFEePHbDbb0tKSwWAkJiaWlpYihExMTLp169Y47ycKOdvZ2T1+/NjBwUFeXh7PbVBSUnJzc3v16hXe4xMhxGQy16xZo6Wlhde2Sq0ePXqkpKTgovgpKSmXLl3CBbMnTZr05MmTlm7lI4QYDIaZmdnIkSPbL1YxhIaGHjp0CCE0bdq0PXv2NG+gra1NzBcicRgeF+TG/ysO4ae2y9Yk+G7dukVHRwsYLG9s5cqVx48fNzc3l1yHTCazcbF2Abhcrp+f34IFC6ZMmfLixQvxb3dwOJy2beE0cODA5ORkb2/vdevWubm5ibSvAgAAACBD/t14wt3d3dHRMTU1VV1d3czMDO+rkpeXV1xcjPglQObm5rxGN9yvXbvW0NDw8uVLDofTr18/XAaekJCQUFhYqKqq2niXSjzSOWvWLGVl5YkTJ0ZGRgoftOTmZ+vp6d25c+fFixfx8fElJSUGBga2trZErUm+Pn36dOPGja1bt0ooJHIdO3YMJ+VDhw49e/ZsS5Mc/P39IyMjORxOcnLy9evX8TJfaVBWVoa/Vqmrq/fr109wY9maBD9t2jSR2uOVG+3ZIV/19fUeHh7nz5///fff161b14Yemjt27NibN29u3brVhkk4KioqBw8etLS0XLJkSXFx8eXLl5v8OgIAAAC+Af9tHde5c2cbG5vGj4k0hKmgoMC3KA1CqEePHs3H0m7evPn169dBgwbp6Oi0moq1M0tLy1aLnBBOnDhBo9Hc3NwkGhIpYmNjcWVPIyOj2NhYAbP2jY2NXVxczp49ixAKDAy0t7eXku3ZkpOT8cGwYcNaTe9kawxeFnE4HHt7+7t37x49epSsQkxMJjM4ONje3n78+PFt7uTnn3/W09NzdXUdP348TIsHAADw7RG0+TORLYmZAA0ZMgTPg2/M2tq6pKQkMDBw9OjR4nROOQaDYWdn17ad3ttTUlLS7NmzORxOly5d4uLiWg14zZo1OINPTU2NiYmZOXNmu4TZCmJYvdX3JJfLJar7QwYvISwWq66uLiYmhsS7NNu3b//8+bP4N7UcHBwSEhKuX79OSlQAAACAVBE0ionHroSput1hJSYmvnv3TvrLwGdkZNjb29fU1CgoKMTExAhz08PCwmLy5Mn4OCgoiMvlSjhGoQg/rE4s1TA1Ne3atavEI+uQVFVVHzx4QGL63ngLJ/F7GzFihBTuPgEAAACIr8UxeB6Ph4cwBw0a1LZyzh0Bg8HQ1dWdOnUq1YG0wszMDC9KFsmNGzckEYw4YmNjhWzZZKkGkAk7d+6k0+lBQUFUBwIAAABItRbH4DMyMqqqqpCMrAKkBJPJvHDhgru7u7y8oMlIAAAhubq6xsTESP+cNAAAAIBaLaaeZE2CbwneTkimXbx4kclkCtioFQAgElixAAAAAAijxQx+zpw5ePEiTKFpSVRU1Pfffy9thXQAAAAAAMC3rcUMXkFBQUFBoT1DaR/GxsZC7lPTqsLCQlgnJzz8dvom31QAAAAAAO2pw03g3rdvH1ldZWVlkdVVR9C9e/e7d+/KevHQjmPlypWdO3emOgoAAAAA8NHhMnhAoTFjxlAdAhCWlOwAAAAAAIDmRN60HAAAAAAAAEAhyOABAAAAAACQJTCLRubl5uYihEaNGkWnS8X3sby8vNraWpEuycrK+vTp09ChQyUUkkjYbDZCKD8/n+pAAAAAAAD4gwxe5o0ZM+batWsmJiZUB/IvDQ2NTp06iXTJxIkTCwoKevfuLaGQRMLj8Vgs1g8//EB1IFLqy5cvCKGFCxeqq6uT2G1eXh6dTu/RowdCqKSkpLq6mtz3Q0NDA0KooKBA+EvYbLapqam+vr6amhqJkbSD7OzsefPmhYSEUB0IAAAASYEMXuZNnjx58uTJVEchlrq6Og6HQ3UU/2Gz2TjhA82Zm5v36tVLRUWF3G5LSkqIDP7Lly9lZWXkZvDy8vK9evUS6T5PZWXlhw8fVFVVZS6DLy4ufvnyJdVRAAAAkCDI4AH1EhMTMzMzdXV1qQ4EIYQaGhqysrKSk5PHjRtHdSzSyNzc/MOHD6R3O27cOFVV1evXryOElixZcvv27Vu3bpH+LCLB09L8/f1lbt9lExOTnj17Uh0FAAAACYIMHlDP2NhYV1eX8owNKy0t1dbW7t69O9WBAAAAAADwJxVrH0FHUFNTM2nSpIyMDKoDAUK5efPm33//TXUUAAAAAOADMnjQTkpKSuLj49PS0qgOBAglNDR09+7dVEcBAAAAAD46XAbPZrPr6+tJ6YrFYpHSDwBSiMfj8Xg8qqMAAAAAAB8dLoP38fHx8PAgpSsjI6ODBw+S0hUAAAh2/PjxUaNGUR0FAAAAqUBaBv/58+fi4uLy8nKyOpSQoqKioqIiUrqysrLav38/KV0BAIAAVVVVq1ev1tPTozoQAAAAUoGcDL68vFxPT09PT2/NmjWkdEgtDoeTlZWVkJCQlpbG5XJbaubp6ZmRkZGUlNSesQEAOqAtW7aUl5dv3bqV6kAAAABIBXIy+KdPn+Ips8OHDyelQ6pwudw9e/b07NnT1NR03Lhx5ubmxsbGLQ20T5s2rVu3bgwGo52DBAB0KPn5+fv27fPx8enTpw/VsQAAAJAKpGXw+ECmM3gWi+Xs7Lxy5crCwkKEkKqqKkIoNzd3+fLlLi4uzQfjFRUV582bd/78+ZqaGgrCBQh9/fq1uLi4uLi4urq61cZ4oldxcbGA+yoASKF169YpKipu3LiR6kAAAABIC3Iy+CdPniCE1NTUBgwYQEqHlAgKCoqJiUEIeXt7FxUVMZnM169fOzs7I4QuXrzI9/61l5dXVVXV5cuX2ztWgBBCaNWqVXj6VlRUlOCW5eXlurq6enp6xsbGkMEDGZKamnrmzJl169ZpaWlRHQsAAABpQeYY/JAhQ+Tk5EjpsP1lZmbu2rULIeTm5nbkyBFdXV0ajWZubn7u3DknJyeEUFBQ0Pv375tcZWFhYWlp2Wr6CCQEf3VEQtz8IW4TWVlZycvDVsRAZvj7+/fs2XP58uVUBwIAAECKkJDBv3//vqSkBCE0YsQI8XujyuHDh9lstrKy8rZt2xqfp9PpYWFhcnJybDb75MmTzS/08vK6d+9e8+QeSFptbe2bN28QQoqKipaWloIbE7m+TL9LQUdz7dq1O3fu/P7778rKylTHAgAAQIqQkMF/G5Pgz5w5gxCysbHR19dv8pCRkZGNjQ1C6NSpU80vnDt3rqKiYnR0tORjlG1du3YdOHDgd999R1aHz58/Z7PZCCELCwslJSXBjSGDF5WysjJkjdRis9nr1q0bPny4q6sr1bEAAACQLiRk8N9AbpSTk4NXr1pYWPBtgM9nZmaWlpY2eahr166Ojo7R0dEwu1owDQ2NV69eDR48mKwOia+OwrzxpP975unTp/E8LiFFR0fv3btXcvGcOHFiz549kusftCoyMjI9PX3nzp00Go3qWAAAAEgX0sbgdXV1DQ0Nxe+NEqmpqfigpQy+b9+++ODly5fNH/X09MzNzU1ISJBMdIA/4b865uTk4K9eOjo6RkZGkg6sbZSUlAICAnx9fYVpHBoa6unpWVtb27bnwrVfBevevTssnaRQdXV1SEiIk5OTtbU11bEAAACQOk0zeB6PFx8f7+7uPnz48PHjx69fv/7Tp08IIX9//379+g0YMIDFYjVuz2azU1JS0P9nURUVFceOHVu8ePH48eOHDh26bNmy5oPW4ouIiAgICAgICPjy5QspHZaVleEDExMTvg2I83znu0+cONHAwADWs7Yz4YfVZeI20axZsw4cOHDgwIFly5YJbhkaGrpx48Y1a9asXbtW+P6LiorWrFljZmbG5XKTk5P79OmzatWqgoIC8aIGkrJly5aysjLYwgkAAABf/1OUo6CgYP78+ffu3SPO3Llz5+DBg1evXo2NjX379u3AgQObTDh+/fo1Hgg0NTX19/c/cOBA4xT/+fPnjx8/TkhI6Ny5M4lBnz9/Hge5ePHibt26id9hRUUFPlBRUeHbQE1NDR/wrTtOp9Pd3d3DwsIqKiq6dOkifjygVZ8/f/7w4QNCSFNT09TUVHBj4UvWUGvJkiVcLtfX15fH4x04cIDv3AkifRcpt7tw4YKXl9fXr1+JM5mZmWFhYYcOHYqMjHRzcyMhekCe/Pz8vXv3Ll68GLZwAgAAwNd/GXx2dra1tTUecVdVVZ0+fXr//v0/fPgQFRXl5ORUWVmJ+CVARG4UFhampqbm4OAwfPhwFov1xx9/PHv2DCGUkpKya9euzZs3t9MLahMig1dUVOTbQEFBAR+0tHOQp6fn77//fu7cucWLF0sgQNBU4wH4VmcJy8QYPLZs2TIej7d8+XIejxceHt7kpeH0ffXq1aKm766urnxnztTW1rq7u/N4PHd3d3FDB+TBWzgFBgZSHQgAAAAp9W8GX1lZOX78eJy+W1tbX7hwQU9PDz9ka2s7d+5cfNw8ASISqXHjxp08eZK4av369b6+vgcPHkQIRUdHN87gWSxWQ0ODurp6m4MODAzEibKurm6bO2msvLwcH7SawTOZTL4NTExMrK2tGQwGZPDtQ/ikvKGh4cWLFwghGo02bNgwiUcmNl9fXy6Xu2LFCh6Phz9BGJG+Nyl4KlhxcfGCBQsET3xfvHjxuHHjevTo0fagAXnwFk5btmyBdQgAAABa8m8G7+fnh+ckLFiwICIiovGWN66urhs2bMjJyUEtj8F37979xo0bja+i0+k7duy4cOFCaWlpXl5eaWmplpZWVFTU3r17X79+zeVye/bsuXjx4pUrV7ahYt3YsWNFfqEC1dfX44OW6skQ53H5Qr68vLw8PT3fvHljbm5ObnigOeKro76+fnZ2toCW6enpeGZXnz59ZGWOk5+fH4/HW7lyJY/HW7p0KULozJkzx48fDwgIECl9Rwjt2bOnpa+dhNra2rCwMJEq4QDJgS2cAAAAtEoeIfTq1avjx48jhExNTcPDw5vsWEmj0UxMTHJyclRUVAYMGND4oerq6oyMDITQyJEjm+9zqaqqamlpeevWLYRQXl7esmXLzp8/P3HiRC8vLzU1tUuXLq1fv/7evXs3btyg08nZGrbNiBsCRCrfBHFewIR+Z2dnX1/fqKgoyIQkjcfjJScn42MfHx8hr5L+KTSNrVixgsvlrlq1Ci/Xxun79u3bRe3n+vXrwjS7du0avG+lAd7C6cyZM1CMHwAAgADyCKGdO3fi/4iIiOC7M056ejpCaMiQIU3S9OTkZDw43VJupKOjgw9iYmIuXbp04sQJYs3cggULJk6cGB8ff/bs2Xnz5pHzatpKQ0MDH4iTwaupqTk7O585c0ac+s23b9+eM2cOh8Np2+XiqK+vZ7FYxI9CEjgcjpycXPPzNTU1fM+3JDMzk5j4JDwhM3j8b71kyZIVK1aI+hRYQ0NDXV0dKT9JFRWVS5cuIYTk5eWPHj169OhRUXsg1ngIlpWV1bVrV1E7J1F1dTWNRlNVVcW/UhoaGqiNB/1/zc3MzEwx+8nKynr58mVmZmZmZmZ2djaTySwvL2cymQ0NDZ07d1ZSUurUqZOBgcF3333Xu3fv7du3Dx06VMwtnIqKio4ePYp3qaMcl8tlMpkaGhodoap9VVWVqqpq8/Gsb8/Xr1/l5eVb3UpPpuG7l1L1S0lCamtr8V//uro6PJfY2Nj4m/zA4r/vAwYMqKmpwZVLnJyciGnSVKmrq+NyuaqqqiJdNWPGDHkOh3Pt2jWE0ODBg21tbZs3KigoyM/PR/ym0LRazo/44zdr1iwul9uk5IWdnd2tW7cSExOlJ4NvaaEqXiGABGbwCKH6+noFBQVx3vcDBgzw8fFp6YuERFVWVhYWFvbr109C/X/9+vXAgQOzZs1qvi3rnTt3Pn78KHxXxCT4mTNnHjt2THDjoUOHZmVlIaEL0eDfX2PGjGnzbKjq6urc3NwmN6za5uHDh3///TdCqEePHm3L6nbt2iVg6heBTqf//PPPjd+69+/fV1VVbbeVA+fOnZOXlx89enR9ff3bt28/fPiwcOHC9nnqltTV1e3du5dY2yOSkpKSq1ev3rt37/79+7hkp6KiorGxsampac+ePdXU1PBvkvr6+q9fv1ZXV3/8+DExMfHz588IoYKCgh9++MHa2tre3n706NFt+H2ioaHRvXv3CRMmtCFy0jU0NLx588bCwoLye63t4NWrVyYmJqL+JZZF2dnZnTp10tbWpjoQCTp//rycnNzo0aNZLFZmZmZOTg7lv5Qk5P79+69evXJzc8vLy+NwODdu3Pjpp5++ya9nGRkZf/zxh6ur68ePH7t37x4dHW1nZ0f5LjFFRUV1dXWihmFra4uSkpLwf+BJt83hIUCE0Llz55o8NH36dIQQnU6vrq7me22nTp0QQv379+f76MaNGxFCAQEBfB+VEHt7+zFjxjQ5yWAw8GuMjo7me9WWLVtwg5iYmJZ6rqioUFFR+fXXX8kM9xuCF1pcunSp+UN+fn69evUSviuiYnpYWJjglhUVFTgBUlJSqq+vF6bzkpIShNDx48eFj0dCcCkSYprQzz//zOVyRe1k4MCBwvwu6Nu3b5MLR48ePXPmTJJeSutsbW3t7e3xsY+Pj6mpabs9dUvwNhEMBkP4S5hM5smTJ6dMmYJHYfv167do0aIzZ85kZWU1NDQIvraqqkpHR+fHH3/8/fffp06din95Ghoa+vv7v3z5UqTIv/vuu6VLl4p0CQCgifHjx0+dOhUfL1269LvvvqM2HslZu3atjo4OPsaDYuXl5ZRGJCkXLlxACOXm5vJ4PLxB561bt6gOqu3kibHP7t278/3TTqT4LRWi6d+/P9/CMomJiVVVVQihiRMnNn+0vr7+9OnTCCH8NYBagwYNwgfv3r3j24BYKylgYPXcuXO1tbU//fQT2dGBpoQvRJOcnMzj8RBCVlZWlN8pE0lwcPDmzZuDgoJmzZp16NChRYsWRUZG8ni8w4cPizQoO3369NevX7fazMnJSYxgASotLcUbcn358qV///6//vqru7t77969he8Bb+EUERGB74NxOJzHjx+fPHny8OHDO3fuHD169Jo1a+zt7b/JW9sAAABERSe2NW1pYjHO4LW1tZuM8Ofn5xcWFqKWs6gNGzYghGg02qJFi5o8VFxcPHPmzJycnPnz548aNUqsV0AGc3NzvG7s+fPnfBvgHEjw5kEMBsPGxqalXV0BWVgsFv7qLC8vb2lpKbix8Pu2SpXg4OBNmzYFBQUFBwfjMzNmzAgLCzt69OjChQt5AktDNrF8+fJW91PT0NBYuXJlm6Pt4MrKyvz8/Hr27Llly5Zp06a9evUqLS0tODhYpPQdb+Hk4+NDTGOTk5P74YcfIiMji4qKDh8+/OXLl2nTpllaWsbHx0vmdQAAAJAldGIeG86KmsjPz8c5kIBJ8EOHDm1+YVxcHN42dcaMGWZmZsT52bNnDxgwoGfPnrGxsd7e3keOHCHhRYhNSUnJwcEBIXT//n08iaIx4ocwffr0lgbA0tLSnj596uXlJelQQWpqKl4nMHDgwJb20CXI0F5OhE2bNjVJ37GVK1fiJP7nn38WPonX0tI6efKkgCnIdDr9+PHjxKJzIDwul3v48OG+ffseOXJkyZIlOTk5DAZDyGlLTaxbt05OTg6PejShoqLy888/p6Wl/fHHH3JycpMmTZo+fbrgCqoAAAC+eXRiUDkuLi41NbXxYzU1NZ6enjhbErAb65s3b5o8lJSUhDeB0tTU3LdvX+OHamtrVVRU1NXVaTRabW0tsUKUcnhPyrq6uub1tkNCQnDC5Onp2dLlDAZDQ0Nj1qxZEg0SoEZfHYVJykVqLA02b94cHBzcPH3HcBJ/7NgxkZJ4BweHa9eu8a2ioKmpefXqVZhC0wZv374dOXLkokWLfvjhh7S0tJ07d7Z5Syy8hdOGDRsEfI+i0+nTpk1LTk4+fPjw33//PWDAgB07drS0fwUAAIBvHt3CwgLPAufxeFOmTImLi2OxWGVlZVeuXBkxYsTt27dxOwFj8IcPH46MjMSLWd+9e+fv729tbV1ZWamoqHj27Nkm0+uvXbv27Nmz0tLSe/fu3bx5c8SIEa9evRI1aBcXF0NDQ0NDQ7w4khT29vZTpkxBCIWFhTW+MxAeHo5L+Dk6OlpbW/O9tqGh4eTJk66urh2hBAHliK+OrU6MycvLKyoqQghpaWmJNKWBKiEhIUFBQS2l7xiRxHt7ewufxNvZ2WVnZ//+++8jR46k0+kqKiojRowICQnJzs7Gd5+ASE6cODF06NDi4uK//vrrypUrxsbG4vTm7+/fvXt3X1/fVlvikkHv3r3z8PBYvXr15MmTpWcQBAAAQHuiI4SCg4PxTfaioiI7OzsNDQ0tLa0ZM2aoq6sTCzebFJXjcrnPnj1DCPXt21dTU3Px4sWamprKysp9+/bF1eu6dOkSExMzadIkvs9Ko9F+/PHHI0eOlJSUeHp6ijSvFyFUUlKSn5+fn59Pbt30I0eO6Ovr83i8hQsXDhkyxNnZuU+fPsuWLeNyuUZGRhERES1dGBsbW1JSAlNo2ofwU9tlaxJ8VFRUYGCg4PQdw0k8g8EICAgQvv8uXbqsW7fu8ePHurq6y5YtS0pK2rBhg6amplhBdzx1dXUeHh4eHh4TJkxITU1t6Vec8PAWTtu2bWt1ShihS5cukZGRly9ffv78uYWFBZ6vCAAAoEOhI4ScnJyioqKI8WM2m21paclgMBITE0tLSxFCJiYm3bp1a3xZeno63uzAzs7u8ePHDg4O8vLyeL6NkpKSm5vbq1ev7OzsBD+3g4ODqqpqSkqKMLUy2kGPHj1SUlJwUfyUlJRLly7hevaTJk168uSJgLLQDAbDzMxs5MiR7RdrR1VWVob/UdTV1VstXS9bk+C7desWHR3davqOrVy58vjx422uWA/aprKycsqUKWfPnt2/f39MTIz433/YbPb69estLS3bUOx/xowZqamp33333eTJk8+fPy9mJAAAAGTLv1vHubu7Ozo6pqamqqurm5mZqampIYTy8vKKi4sRvyFMc3PzxgPn165da2hoePnyJYfD6devH65k3Co5OTktLa3c3Ny8vDyinqMw7t69K3xjkejp6d25c+fFixfx8fElJSUGBga2traCY/v06dONGze2bt0qoZBAY8nJyfhg2LBhrW4QI1tj8NOmTROpPV65AdrNp0+fpkyZkpWVdf36dfGH3rHIyMi0tLQ7d+60bbcjQ0PDO3fuzJkzZ+7cuYWFhVBQCAAAOo7/Nn/u3LmzjY1N48dESoAUFBT4FqXBnj171vxRFouFdyuUtqFES0vLVssUEk6cOEGj0ZpsNwuawzmKmPsyCj8JnsvlErVBZSKDB1Ju2rRpBQUFCQkJZL2dqqurQ0JCnJyc+G6GLSRVVdWYmJglS5b88ssvDg4OUM0WAAA6CEHpFDHeKf5frFmzZp07d67JySNHjnA4HHNz8169eonZP4UYDIadnZ2uri7VgUg7AwODw4cPjxs3TpxOhP9WSUz0MjU15VuGBQg2aNCgthVG/FZt2rTp8ePHJH4b3LJly5cvX3777Tcx+5GTk4uMjHzz5g2k7wAA0HHIC3gMZ0vC7JvTqk2bNs2dO/fSpUs+Pj7Dhw+vr6+/cOFCQECAvLx8dHS0mJ1TKDEx8d27dzt27KA6EBlAo9F+/vlnMTuJjY0VsmWTiV5AVAcPHqQ6BOkydepUEntrvoWTmARsFw0AAODb02IGz+Px8CSEQYMG4f1KxeHh4aGpqenn5zd+/HjipLGxcXR09JAhQ8TsnEIMBkNXV5fcP+0AgG/enTt3VFRUAgMDqQ4EAACATGoxg8/IyKiqqkLk1fGYNm3a5MmT79+//+zZM3l5+SFDhowcOVKmC6gzmcwLFy74+PjIywu6lQEAAE14eHg4OzvL9C9AAAAAFGox9SRxEjxBUVFxwoQJEyZMIKtDal28eJHJZArYqBUAAFoC6TsAAIA2azGDnzNnzsyZMxFC4k+h+VZFRUV9//33ZE1jBQAAAAAAQBgtZvAKCgoKCgrtGUr7MDY2xiVKxFdYWBgaGkpKVwAAAAAAAAipw03g3rdvH1ldZWVlkdUVAAAAAAAAQhJrex0AAAAAAABAO4MMHrSThoaGZcuW5efnUx0IEEplZWVNTQ3VUQAAAACAjw43iwZQpbCwMDw8fOzYsQYGBk0e4nA49fX1eP8BylVUVCCEYDcoV1dXPT29qKgoqgMBAAAAQFOQwQPqvXz58tOnT0OHDqU6kP+8ffuW6hAoVl1draamRnUU1CspKcnJySGxQw6HU1NTo6GhgRDi8XhVVVWdO3cmsX+EUENDA5fLFemSgoKCmpoaOTk5ciORtPr6+q5du+ro6FAdCAAAtDfI4L8FRUVFSkpKVEfxLx6PJy8v36lTJ+EvOX369PXr17t37y65qESSm5u7cOFCqqMAFKPRaAihNWvWrFmzhupYRJaamipS+759+379+lUysUiWjo5OcXEx1VEAAEB7gwxe5vn7++/atYvqKP6HmpqaSCU7FyxYcOvWLcnF0wbV1dW//vor1VEAKnXp0oXBYCgrK5O76fKpU6cePnwYGRmJELpz505kZOTx48dVVFRIfIqioqLJkyeLdEnXrl1/+OGHBQsWkBhGO9i9e3ddXR3VUQAAAAUgg5d5PXr0QAidPn1aSur3R0dHv3jxQqRLjIyMtLW1w8PDJRSSSKqrqxcsWKCrq0t1IIB6kthxOTk5OTk52dnZGSFUWVkZGRk5ffp0ke5ZSYKioqKJiQmOSoZcunQpNzeX6igAAIACkMHLPDx/ZsaMGVKye25iYmJaWppIl6iqqqqqqkpJ9lBaWooQUlRUpDoQAAAAAAD+oJokAAAAAAAAsqTDZfBsNru+vp6UrlgsFin9AAAAAAAAILwOl8H7+Ph4eHiQ0pWRkdHBgwdJ6QoAAADG4XASEhKojgIAAKQaaRn858+fi4uLy8vLyepQQoqKioqKikjpysrKav/+/aR0BQAAADtw4MD48eMLCwupDgQAAKQXORl8eXm5np6enp6eLBZObo7D4WRlZSUkJKSlpQnYGMXT0zMjIyMpKak9Y5NdnTp1UlVVhb1XAAACVFRUhISEuLi4SM8GEQAAIIXIqUXz9OlTvAv98OHDSemQKlwud9++fTt27CCGf3r27Onv7+/r69u88bRp07p168ZgMEaOHNm+YcokTU3NyspKcktrA8lZvnw56XuFAtCq0NDQ6urq0NBQqgMBAACpRs4Y/NOnT/GBTGfwLBbL2dl55cqVOH1XVVVFCOXm5i5fvtzFxaX5YLyiouK8efPOnz9fU1NDQbgyCNJ3GeLi4jJp0iSqowAdy/v37w8cOODr62tiYkJ1LAAAINXIyeCfPHmCEFJTUxswYAApHVIiKCgoJiYGIeTt7V1UVMRkMl+/fo2LlF+8eHHr1q3NL/Hy8qqqqrp8+XJ7xyq2ioqK4uLi4uJiXP68VXV1dcX/T9KxCe/r1684pOrq6lYb46UaxcXFAmZGAQAotHbtWlVV1XXr1lEdCAAASDsyx+CHDBkiJydHSoftLzMzc9euXQghNze3I0eO6Orq0mg0c3Pzc+fOOTk5IYSCgoLev3/f5CoLCwtLS8uoqCgKIhbPhQsX8NIFfX395q+riZqamjFjxuD2x48fb58IhbFq1SocVav/BOXl5bq6unp6esbGxpDBAyCFnjx5cvHixcDAwG7dulEdCwAASDsSMvj379+XlJQghEaMGCF+b1Q5fPgwm81WVlbetm1b4/N0Oj0sLExOTo7NZp88ebL5hV5eXvfu3Ws1CZY2np6exsbGCCE2m719+3YBLTkcjqurK77N4ufnt3r16nYKUQg4KiTE9C1iopeVlRVM5gFACvn7+xsbG/v4+FAdCAAAyAASMvhvYxL8mTNnEEI2Njb6+vpNHjIyMrKxsUEInTp1qvmFc+fOVVRUjI6OlnyMZFJQUAgMDMTHUVFRAgq3LV269Pr16wih2bNn7969u53iE0Jtbe2bN28QQoqKipaWloIbE7m+TH/PBOBbdenSpUePHm3btk1JSYnqWAAAQAaQkMF/A7lRTk4OTmEtLCz4NsDnMzMzm88a79q1q6OjY3R0tMzNzXBzczM1NUUIsVisnTt38m0TGhoaGRmJELK1tT1x4gSNRmvXEAV6/vw5m81GCFlYWLT6V18S79LTp0/jmVdCio6O3rt3L1nPDsA3o76+fv369SNHjpw5cybVsQAAgGwgbQxeV1fX0NBQ/N4okZqaig9ayuD79u2LD16+fNn8UU9Pz9zcXJnbRFBOTi4oKAgfR0ZGNv9ycvz48Y0bNyKEBg8efOXKFUVFxfYOUSDi5o8wSbkk7hQpKSkFBATwrTTaXGhoqKenZ21tbdueC1drBeCbFB4enpWVtXPnTqkaIwAAAGnWNIPn8Xjx8fHu7u7Dhw8fP378+vXrP336hBDy9/fv16/fgAEDWCxW4/ZsNjslJQX9fxZVUVFx7NixxYsXjx8/fujQocuWLROy1IlIIiIiAgICAgICvnz5QkqHZWVl+KClEmbEeb7z3SdOnGhgYCCL61nnzJnTv39/hFBNTU2TGTI3b9709vZGCBkbG9+4caNTp07iP11dXZ34nRCEH1bPycnB70MdHR0jIyOyApg1a9aBAwcOHDiwbNkywS1DQ0M3bty4Zs2atWvXCt9/UVHRmjVrHBwcEEJTp07t06fPqlWrCgoKxAoaAClTUVHx22+/ubi4jB49mupYAABAZvzPkr6CgoL58+ffu3ePOHPnzp2DBw9evXo1Njb27du3AwcObDJd4fXr13hY0dTU1N/f/8CBA41T/OfPnz9+/DghIYHcrWHOnz+Pg1y8eDEpVQsqKirwgYqKCt8Gampq+IBv1UI6ne7u7h4WFlZRUdGlSxfx42k3dDo9ODjYxcUFIRQeHr569Wr8L5WSkjJr1iw2m62trX3z5k09PT3xn6usrKx79+43b97EiwrEJ/ywuuQmei1ZsoTL5fr6+vJ4vAMHDvAdQSTSd74FSVty4cIFLy+vr1+/4v/kcrmZmZlhYWGHDh2KjIx0c3Mj5wW07Pbt2+rq6rBbGZA02MIJAADa4L8x+Ozs7GHDhuHMWFVVde7cuaGhod7e3kwm08nJ6d27d4hfqkTkRmFhYZGRkQ4ODtu3bw8JCRk6dCg+n5KSItJcYUoQGXxLE0UUFBTwQUt1xz09Pevq6s6dOyeB6CRr1qxZeO5QZWXlgQMHEEIfPnyws7NjMplqamp//vknnisvvurqahaLRdY9mc+fP3/48AEhpKmp2WqEwpesaYNly5bt27fv4MGDS5cubT7XBafvq1evFjV9d3V1JdL3xmpra93d3U+cOCFW0ELYtGmT9H9ygayDLZwAAKBt/s3gKysrx48fjyfMWFtbZ2dnnz59+tdffz1y5MjJkycrKipwatJ8CJMYBx03blxmZubFixcDAgI2bNjw5MmTJUuW4IdIr9MSGBh47ty5c+fO6erqktJheXk5Pmg1g2cymXwbmJiYWFtbMxgMUuJpTzQabdOmTfh49+7dubm5kydPLioqkpeXv3Tp0rBhw6gNryWNB+BbnTsr6cXWvr6+e/bsOXTo0JIlSxon8UT63qREqWDFxcULFiwQPPF98eLFkp5Ow+PxYPI9kDS8hdP69eupDgQAAGTMvxm8n58fHtFcsGBBQkJC41kTrq6uvXv3xsctjcF37979xo0bja+i0+k7duzQ0tJCCOXl5TUeeWUymRwOR5ygx44dO3v27NmzZ6urq4vTD6G+vh4ftFRPhjiPi5/w5eXllZycjOsbyhZHR8chQ4YghL58+TJ48OC3b98ihI4ePTp58mSqQ2uR8El5Q0PDixcvEEI0Gk1yX0j8/Px2794dERHh4+ODE1+cvgcEBIiUviOE9uzZ09IXRUJtbW1YWFjbwwVAChBbOHXt2pXqWAAAQMbQEUKvXr3CG22ampqGh4c32e+GRqPh+5sqKioDBgxo/FB1dXVGRgZCaOTIkc13yVFVVSWqdBcUFHA4nN27d/fu3btTp04aGhqjRo06ffq0xF6XaIhvAkQq3wRxXsCEfmdnZ3V1dVlcz4oQ2rx5Mz7AtyO2bdvm4eFBaUStIMbg9fX1swX666+/8NqMPn36SHSVwooVK3bt2hUZGbl48WIifRe8WxZfuPp+q65duyZ6jABIEdjCCQAA2kweIUTUAo+IiOBbVzs9PR0hNGTIkCZpenJyMh6cbmkcVEdHBx+oqan99NNPp0+fnjlzpru7e0ZGxrVr1+bPn3/37t2jR4+S93LaSENDAx+Ik8Grqak5OzufOXNGnJpoX79+vXnzpkj3KHAtIDFNnTrVwsIC18r09vYWZ+PV2trampqaixcvNjmPN+59/Phx8xsdmZmZLf3k+eLxeMnJyfhY+D//Ik2hefr0aUvLmgUwNDR0c3M7fPgwQsjBwWHYsGHNfw6twmtOWpWTk3P+/Hk6XeSCsEwm8/Xr160GVlpaymaz2xB/23z+/FlJSenQoUP19fXZ2dlMJrPdnrqdvX37tq6u7sSJEwUFBR8/fkQIXb16tQ1vNnIxmcyamhqyeuNwOLm5uWVlZZWVlV+/fq2rq1NTU1NSUurSpYu2trahoSGNRsNbOF26dEmcLZxqamq+fPkiPW+VjIyM3r17S1vhXUn4+PFjly5dyK1RIW2Ki4vl5eUjIiLq6uqysrK+4V9KGRkZLBYL/1LKy8tDCF29epUo4PEtefz4MUIoNja2qKgIJ34PHjwg5lFT5cuXL3V1dT169BDpKnNzc8Rms/GHcPDgwTx+8vPzcetffvmlyUNbtmzBD929e5fvtcSsm5MnTyKEzp49SzyUlpZmYGCAELp06RLfayXE3t5+zJgxTU4SA6UPHz7ke9WFCxdwAwaDIaDzefPmGRoaihPe5cuX2/YOqKmpEed5r169Kicnh7uyt7cXp6tRo0a1IX4lJSXhnwLP8xFVeHi4MJ1DuUbQMY0YMaKtH3pebW3t/fv3N23aNG3aNDMzM8EprJKSkpmZmbq6es+ePR89esRisdr8vGStswcAANni4OAg/+zZs8rKSoTQ2LFj+TZKSkrCBy1NgqfT6UTlmSbwHJv+/fvjSdWurq7EQ/3799+1a9fs2bNDQ0Mp34cPz9dHCGVnZ//www/NG2RnZ+MDAdMwKisrY2JifvnlF3EimTFjRl5enkgD0qdOnQoKChJnJ5TExMQ5c+YQA/+xsbFPnjxp86LPoUOHfvz48cGDB03OFxQU/Pjjj+Hh4c2n14eEhIi0HxYxCX7mzJnHjh1rNZ6srCwkdCEanHzs3LnTyclJ+JCwPXv27N+/39ra+uHDhwghV1fX0NBQUf9ppk6dKsxXlN69e9+6dUvUCBFCI0eOdHR0XLduneBmLi4u2tra4eHhbXiKNpg/f76KikpERASXyw0JCUlMTLxz5077PHU727p16x9//PH48eO6uro//vhj/fr1L1++JGtJT5vZ2trixTAiKSsru3z58rlz5/7++++6ujplZWVLS8tRo0Z5eHiYmppqaWmpq6tramoihLhcbmVlZV1dXX5+flZW1rVr15hMZl1d3Q8//KCqqjp27FhXV1dHR0fidqiQBg8erK6ufunSJVEjlxAWiyXOLQUZwmKxFBQU2nAPUIa4u7srKCgcPnyYy+X+9ttv9+/fv3v3LtVBScSOHTsuXrz49OnTurq669evr1279sWLF6RsAiNt4uLifH19Hz16pKmpicvunThxgvKdKDgcDpfLJSqmCKlHjx7y+DYuQqh79+58GxEZfEuFaPr378/3z09iYmJVVRVCaOLEiZWVlRMmTGjSwN7enk6np6WlNTQ0iBo6uQYNGoQPWprAQGTwTVYCNHbu3Lna2tqffvpJzGDwrQnhEV8/2iY9Pd3BwaG2ttbMzOznn39etWoVQigwMPDmzZtt65BGo8nLyxOrnwl4jF9XV7f5Q507dxYpzSUmwY8ePVrwbdzKykr8b6ekpNTShrt8aWtrN49TsODg4P379wcFBXXu3Pnhw4e7du1atWqVurr64cOHRXp1Li4uISEhwjQTNUJMXl5eU1Oz1WuVlZXV1NTa9hRtoKKioqqqiodUO3XqpKCg0G5P3c66dOkiJyeHX93ff/+NEDIyMqL8j6W8vLzw71IejxcfH3/o0KEbN240NDSMHDly/fr1Y8aMGT58uDD5a0VFxe7du2fPnn3s2LGkpKQHDx5cuXLFzc1NRUXFwcHBz89P+Pt4NBpNSUnpW32rAGqpqKgoKip2tF9KOOUzMjKSrc1thIQLGPbs2dPQ0BAXJtHX15fdf1Y6sa1pSzOB8D+ntrZ2k80s8/PzCwsLUcvTizds2IAQotFoixYtCg8Pt7e3b9JARUVFTU2toaGB8klI5ubmysrKCKHnz5/zbfD69WvUWulxBoNhY2MjW1WN8/PzJ0+eXF5erqOjg7+b4u8P8fHxjx49ojq6FglfiCY5OZnH4yGErKysJPotMTg4eNOmTUFBQcHBwfjMypUrw8LCjh49unDhQp4oZRmXL1/e6uxSDQ2NlStXtjlaANqGzWafOXPG0tJy8uTJ//zzz8aNG7Oysv7++++NGzdaW1sLOfxMbOGkpqY2bty4TZs2vXr1Ki0tzd/fPykpafTo0aNHj75y5UpLlcEAAAAghOja2tr4CK9ibCI/Px+PdzafgUCMg/KdQhMXF4c3h5oxY4aZmZmKikrz26Nv376trq7u2rUrseCVKkpKSnjv+vv37+MFl40RP4Tp06e3NEyVlpb29OlTLy8vSYdKooqKiilTpuTl5amoqFy7ds3Y2FhBQYHICzdu3CiJJxVntg/GYrHwe1VeXp4odtQS4fdtFcemTZuapO8YkcT//PPPwifxWlpaJ0+eFHB7mk6nHz9+nPJPDehoEhISBg8ePG/ePDk5uePHj6enp2/YsEHU4auWtnDq37//5s2b379/f+3aNTabPWPGjOHDhycmJpL6CgAA4NtBJwaV4+LiUlNTGz9WU1Pj6emJ52QL2I21eQX0pKSkuXPnIoQ0NTX37dvX0nPHxcUhhLy9vcV5AWRxd3dHCNXV1TWv3h0SEoLTL09Pz5YuZzAYGhoas2bNkmiQJKqrq5s2bdqbN2/odPrp06eJweyFCxfieav37t0jd85fjx49Vq1a9f3334vZT2pqKn5PDhw4sNUKHpLeywkhtHnz5uDg4ObpO4aT+GPHjomUxDs4OFy7do1vkWxNTc2rV6+2YY6+qJSUlDrIjF7Qqo8fP86cOXPcuHHKysr37t17/vy5u7s7sfZdJIK3cKLT6Q4ODk+ePLl+/Xp1dbW1tbWHh0dxcbF44QMAwDeIbmFhgWeB83i8KVOmxMXFsVissrKyK1eujBgx4vbt27idgDH4w4cPR0ZGVldX83i8d+/e+fv7W1tbV1ZWKioqnj17tqXp9QUFBaGhod99912rK+qac3FxMTQ0NDQ0xLtQkcLe3n7KlCkIobCwsCNHjhDnw8PDcb1LR0dHa2trvtc2NDScPHnS1dVVVVWVrHgkisvlzp07F6+2DAsLa5wOqqurL126FB+TOwwvLy+/c+dOfX19Mfsh3njCJOUiNW6DkJCQoKCgltJ3jEjivb29hU/i7ezssrOzf//995EjR2pra2tpaY0YMSIkJCQ7OxvfL5K048eP7969ux2eCEi5S5cuDR48+O7du3v27Hny5ImNjU2buxJ+Cyd7e/s3b97s3r37jz/+GDhwYGxsbJufFAAAvkl0hFBwcDC+ZV9UVGRnZ6ehoaGlpTVjxgx1dXVi4WaTzSy5XO6zZ88QQn379tXU1Fy8eLGmpqaysnLfvn137drFZrO7dOkSExMzadIkvs9aVVVlZ2enoKDw559/tmG1RElJSX5+fn5+vph7uzZx5MgRfX19Ho+3cOHCIUOGODs79+nTZ9myZVwu18jIKCIioqULY2NjS0pKZGgKzbJly65cuYIQ8vX19fPza/Lo8uXL8dh2YmJim9ezSg4xrN7qxJi8vLyioiKEkJaWliSWqkRFRQUGBgpO3zGcxDMYjICAAOH779Kly7p16x4/fvz58+eSkpKkpKQNGzbgOyTtwMDAACbqdHBfv3718vJydnb+8ccf37175+fn17Zxd4JIWzgpKCj4+fm9evXKzMxs2rRpK1aswFuzAQAAQDiDd3JyioqKIsaP2Wy2paUlg8FITEwsLS1FCJmYmHTr1q3xZenp6Xjjdzs7u8ePHzs4OMjLy+O5DUpKSm5ubq9evbKzs+P7lFVVVZMnT66oqHj06FHfvn0l+vJE0qNHj5SUFFtbW4RQSkrKpUuXMjMzEUKTJk168uSJnp5eSxcyGAwzM7ORI0e2X6xiCA0NPXToEEJo2rRpe/bsad5AW1ubmC8kodnw4hB+arukJ8F369YtOjq61fQdW7ly5fHjx83NzSURCQCky8vLGzly5JkzZ/bu3Xv16lUxa14hhPAWTtu3bxdpdlbPnj3v3r0bHBwcHh5ua2tLlF4AAIAO7t89Vt3d3R0dHVNTU9XV1c3MzPBeXHl5eXgCYvMEyNzcvPF8gGvXrjU0NLx8+ZLD4fTr109AZbSqqqpJkyaVlpY+ePCgZ8+ebQtacjVZ9fT07ty58+LFi/j4+JKSEgMDA1tbW6LWJF+fPn26cePG1q1bJRQSuY4dO4aT8qFDh549e7al5ZL+/v6RkZEcDic5Ofn69evtM21DGGVlZfhrlbq6er9+/QQ3lvQk+GnTponUHq+1AED6paenT548uaGh4dGjRy1t9yGS+vr69evXjxw5csaMGaJeKycnFxgY+MMPP8yYMeOHH364ceNGk8JoAADQAckTR507d24ywVGkIUwFBYVWf9FXVlZOmjSJyWQ+fPhQwJA25SwtLVstckI4ceIEjUZzc3OTaEikiI2NXbRoEULIyMgoNjZWwKx9Y2NjFxeXs2fPIoQCAwPt7e3FryFDiuTkZHwwbNiwVjcTaZ9CNAB8Y5KSkuzs7Lp27Xrv3j2ypp+Fh4dnZWVFRUW1+TeJra3tgwcPpkyZMmrUqPv378NurACADk5QDkRkS6QkQJWVlRMnTqyvr7937540p++iYjAYdnZ2eJsAaZaUlDR79mwOh9OlS5e4uLhWA16zZg0+SE1NjYmJkXyAQhF+EjyXyyWq+0MGD4DwGAyGsbHxo0ePyErfKyoqfvvtNxcXFzH3Phw0aNDff/89YMAAvL4FAAA6MkEZPB7CFKbqdqsqKiomTJhAo9ESEhLEn08pPRITE9+9eyf9a1gzMjLs7e1ramoUFBRiYmJanX+CELKwsJg8eTI+DgoKkpLdVYQfVieWapiamrZa+AIAQIiMjExOTiZxVCIkJARv4SR+V7169bp161ZLZcEAAKDjkG/pAR6Ph4cwBw0ahPcrFYeXl1dycrKNjY2bmxuPx2tSQ4bBYIhfZJASDAZDV1d36tSpVAfSCjMzM7woWSQ3btyQRDDiEL6oXJOlGgAAIZE7ZS4/Pz88PHzZsmWytV81AABIuRYz+IyMjKqqKkTSKkC80en9+/f5PlpTUyP+U7Q/JpN54cIFHx8fefkWf4yAwOVyw8PD58+f3271EAEAlFNUVJw3b54UVrUCAACZ1uIsGnInwT98+JDXsu+++078p2h/Fy9eZDKZAjZqBY0VFBQsX7783r17VAcChBIYGLh3716qowAyT0dH59ixY23Y9wMAAIAALWbwc+bMYTKZTCZTJqqsUCIqKur7778XZk45QAjhmfRSMp8etCohIQHv2gsAAAAAadPi9A8FBQUFBYX2DKV9GBsb4wWO4issLCRlbRYAAAAAAADC63ATuPft20dWV1lZWWR1BQAAAAAAgJBa2RMHAAAAAAAAIFUggwcAAAAAAECWQAYPAAAAAACALOlw8+C/PV++fEEILVu2TE5OjupYEELo77//FnWtcHFxcVlZ2aJFiyQUkkjq6uoQQhUVFVQHAgAAAADAH2TwMq9r166qqqp3796lOpB/MZlMUfdswu1v374tmYhEw+PxVFRUYNsp0KEwmczHjx+vXbuWxD5ra2vfvHkzbNgwhBCHw3n27JmlpaWioiKJT/Hq1StRL4mIiLhz547MbUJSUVHx9evXkydPUh0IAEBaQAYv86ytrR0cHCwtLakO5F8lJSUqKioiXWJvb19TUyM9lfWfPXs2cuRIqqMAoP0oKytnZGS8f/+exD7r6+u/fv36/PlzOp3O4XCqqqqeP39O7g7WdXV1pqamIl1y6NCh9PR0DQ0NEsNoB3V1dXV1dZDBAwAIkMHLvGPHjp0/fz4+Pp7qQP5VU1MjJycXEhLS5LyKigqdTldTU2t+SVhY2N27dzt37twuAbaCx+NVVFT069dv8+bNVMcCQDv58OED6X2eP3/e1dU1LS2tR48eqamplpaWV69etbW1Jf2JRGJmZqaqqvr48WNqwxDV9u3bf/31V6qjAABIEcjgZV7fvn0RQoWFhcrKylTHghBCK1asuHr1avPzOjo6WVlZRkZGzR8yNzfPysqSRA7RBqWlpdra2iYmJlQHQjFzc3MdHR2qowAAAAAAH5DBg/ZjbGxMdQhAWBEREVSHAAAAAAD+oJokAAAAAAAAsqTDZfBsNru+vp6UrlgsFin9AAAAAAAAILwOl8H7+Ph4eHiQ0pWRkdHBgwdJ6QoAAEBHw2KxPDw80tLSqA4EACB7SMvgP3/+XFxcXF5eTlaHElJUVFRUVERKV1ZWVvv37yelKwAAAB3N/v37T5482dDQQHUgAADZQ04GX15erqenp6ent2bNGlI6pBaHw8nKykpISEhLS+NyuS018/T0zMjISEpKas/YAAAAfAPKy8u3bNkyd+7cwYMHUx0LAED2kJPBP336lMfjIYSGDx9OSodU4XK5e/bs6dmzp6mp6bhx48zNzY2NjVsaaJ82bVq3bt0YDEY7BwkAAEDWBQcH19TU/Pbbb1QHAgCQSaRl8PhApjN4Fovl7Oy8cuXKwsJChJCqqipCKDc3d/ny5S4uLs0H4xUVFefNm3f+/PmamhoKwgUAACCbcnJyIiIiVqxY0atXL6pjAQDIJHIy+CdPniCE1NTUBgwYQEqHlAgKCoqJiUEIeXt7FxUVMZnM169fOzs7I4QuXry4devW5pd4eXlVVVVdvny5vWMVW0VFRXFxcXFxcWlpqTDt6+rqiv9f256xqqqqT58+z58/b9vlfH39+hWHVF1d3WpjvFSjuLhYwMwoQGAymbW1tVRHAcC3KSAgoFOnTmvXrqU6EACArCJzDH7IkCFycnKkdNj+MjMzd+3ahRByc3M7cuSIrq4ujUYzNzc/d+6ck5MTQigoKOj9+/dNrrKwsLC0tIyKiqIgYvFcuHABL13Q19dv/rqaqKmpGTNmDG5//Pjxtj1jeXl5ZmYmuRuvrlq1CkfV6j9BeXm5rq6unp6esbExZPDCcHFxWbp0KdVRAPANevz48ZUrV4KDgzt37kx1LAAAWUVCBv/+/fuSkhKE0IgRI8TvjSqHDx9ms9nKysrbtm1rfJ5Op4eFhcnJybHZ7JMnTza/0MvL6969e60mwdLG09MT75DKZrO3b98uoCWHw3F1dcW3Wfz8/FavXt1OIQoBR4WEmL5FTPSysrKSl4etiFtXVVVVVVVFdRQAfGt4PJ6/v3+fPn0WLlxIdSwAABlGQgb/bUyCP3PmDELIxsZGX1+/yUNGRkY2NjYIoVOnTjW/cO7cuYqKitHR0ZKPkUwKCgqBgYH4OCoqCk/952vp0qXXr19HCM2ePXv37t3tFJ8Qamtr37x5gxBSVFS0tLQU3JjI9WX6eyYAQNadO3fu77//3rZtm4KCAtWxAABkGAkZ/DeQG+Xk5OAU1sLCgm8DfD4zM7P5rPGuXbs6OjpGR0fL3NwMNzc3U1NThBCLxdq5cyffNqGhoZGRkQghW1vbEydO0Gi0dg1RoOfPn7PZbISQhYWFkpKS4MaSeJeePn0az7wSUnR09N69e8l6dgCAzKmvr9+4ceOPP/7o6OhIdSwAANlG2hi8rq6uoaGh+L1RIjU1FR+0lMH37dsXH7x8+bL5o56enrm5uQkJCZKJTlLk5OSCgoLwcWRkZPMvJ8ePH9+4cSNCaPDgwVeuXFFUVGzvEAUibv4Ik5RL4k6RkpJSQECAr6+vMI1DQ0M9PT1hbSgAHdnevXtzcnJaGjEBAADhNc3geTxefHy8u7v78OHDx48fv379+k+fPiGE/P39+/XrN2DAABaL1bg9m81OSUlB/59FVVRUHDt2bPHixePHjx86dOiyZcuELHUikoiIiICAgICAgC9fvpDSYVlZGT4wMTHh24A4z3e++8SJEw0MDGRxPeucOXP69++PEKqpqWkyQ+bmzZve3t4IIWNj4xs3bnTq1ImaEFsm/LB6Tk4Ofh/q6OgYGRmRFcCsWbMOHDhw4MCBZcuWCW4ZGhq6cePGNWvWQOkJADqs8vLyrVu3zps3b9iwYVTHAgCQef+zpK+goGD+/Pn37t0jzty5c+fgwYNXr16NjY19+/btwIEDm0xXeP36NR5WNDU19ff3P3DgQOMU//nz548fP05ISCB3xf358+dxkIsXL+7WrZv4HVZUVOADFRUVvg3U1NTwAd+qhXQ63d3dPSwsrKKiokuXLuLH027odHpwcLCLiwtCKDw8fPXq1fhfKiUlZdasWWw2W1tb++bNm3p6elRHyofww+qSm+i1ZMkSLpfr6+vL4/EOHDjAd5YRkb7zLUgKAOgg8BZOoaGhVAcCAPgW/DcGn52dPWzYMJwZq6qqzp07NzQ01Nvbm8lkOjk5vXv3DvFLlYjcKCwsLDIy0sHBYfv27SEhIUOHDsXnU1JSRJorTAkig29pogix5KiluuOenp51dXXnzp2TQHSSNWvWLDx3qLKy8sCBAwihDx8+2NnZMZlMNTW1P//8E8+VlzafP3/GhSk1NTVbjVD4kjVtsGzZsn379h08eHDp0qV4Z+LGcPq+evVqSN8B6MhgCycAALn+HYOvrKwcP348njBjbW2Ni4Xjh2xtbefOnYuPmw9hEuOg48aNO3nyJHHV+vXrfX19Dx48iBCKjo7evHlz46s4HE5tba26unrbgg4MDFy8eDFCSFdXt209NFFeXo4PWs3gmUwm3wYmJibW1tYMBgMHJkNoNNqmTZumT5+OENq9e7ebm9vkyZOLiork5eUvXboktXd7Gw/At7q+VtKLrX19fblc7ooVK3g8Hn7PY0T63qREKQCgo4EtnAAA5Pp3DN7Pzw+PaC5YsCAhIaHxrAlXV9fevXvj45bG4Lt3737jxo3GV9Hp9B07dmhpaSGE8vLyGs+G//Dhw9ixY48dO9bmoMeOHTt79uzZs2e3+TtAE/X19figpXoyxHlc/IQvLy+v5ORkXN9Qtjg6Og4ZMgQh9OXLl8GDB799+xYhdPTo0cmTJ1MdWouET8obGhpevHiBEKLRaJL7QuLn57d79+6IiAgfHx88Eo/T94CAAEjfAejgYAsnAADp5BFCr169whttmpqahoeHN9nvhkajmZiY5OTkqKioDBgwoPFD1dXVGRkZCKGRI0c23yVHVVXV0tLy1q1bCKGCgoI7d+48evQoLS3t/v37XC535syZEn1hIiG+CRCpfBPEeQG/f52dnX19faOioqR/1lBzmzdvtrOzQ/9/O2Lbtm0eHh7kPoWOjo6Dg8PAgQNJ6Y0Yg9fX18/OzhbQMj09Ha/N6NOnj0RXKaxYsYLL5a5ater7779HCAUGBgYEBAjeLQsA8M2DLZwAAJIgjxAiKltFRETwraudnp6OEBoyZEiTND05ORkPTrc0Dqqjo4MP1NTUDh06lJWVZW5uPmrUqEePHpH3EkigoaGBD8TJ4NXU1Jydnc+cObNz5842101PTU1du3Yth8MR/pL8/HyEUPMZ2CKZOnWqhYUFrpXp7e0tzsarHz58KC4unjBhAt9Hly5d2vzku3fvKisrhX8KHo+XnJyMj318fIS8SsgpNPiHv337dr5b8LbK1NT08ePHCKFevXq9ePGipZ+D8Dgczj///PN/7d15XFRl/z/+N8Mqi4AbuOGAIpq4oJl2G6FoKgq5BXZbapoZZlrcaVGmuKWSt2QqhuJWmuFGai5omfuCJosImuzIJtDAsA/M8vvj+t7z4cc6DGc4zPB6/uHj8pzrXOc9Mozvuc61ODo6NrnmvYry8vJ+/PFH9lyiEWKxuKysrOXxqygmJkYgEDg7O1dXV5eXl4tEola7dStLTEwUiUSvvPJKbm4u6zuYNm2aTu4T/OLFCyKaNWtWenp6r169iGjlypWdOnXiN6q4uDgTE5OWt1NYWJj4P7m5uaWlpWVlZaWlpR06dDAxMbGysrK2tu7bt2+/fv3i4+Pv3Llz+vTplmzhlJGRIZPJ2s4vRUpKioWFRdeuXfkORIOioqIEAsHgwYMlEkllZWVBQUHb+ffnVlJSUlFR0SuvvJKTk8PWnZsxY4YOfyh5e3srP5S++OIL3j+UcnNzJRJJc2fITJo0yUAmk509e5aIhg0b5u7uXrdSVlYWyxHrDqFpcjGQxMREVrCxsbl69SrLa7/88ss2m8E3NFGVzRCgRjN4IqqqqjI0NGzJtkcGBgYCgaBZGTzTwr2Wzpw5oxz/k5ub25KmBAKBGsE065LExETl1AXVtc6OY8pxVo0MuGoufX19bvfSUqU1XhYgUu/No4309PQEAg6249AKbe3HqnYweXl5V65cuX79+o0bN548ecIOmpub29jYWFlZWVhYGBgYVFRUZGdnSySS3Nxc5fBRIyOjn3/+OSMjY/z48WwB3+Zqa+8WfX39thaShujp6enr6/MdRWtoP6+U2tiHkkAgUOO3ycjIiO7du8f+4ufnp6jPyZMnWYWwsLBap9j0R4FAUFJSUu+17MvcSy+9VPMgm8qzffv2ei/RNE9Pz7Fjx9Y6eODAAfYaDx06VO9VmzdvZhXCw8MbarmoqKhDhw6rVq3iMlwVBAcHE1FFRYXaLdy6davWMpr37t1Tu7VPPvmkT58+Gr3kp59+YnHOmjWrqCnKtfwfPHigSuP5+flE9OOPPzbrJTBr1qwhokmTJrE7fvDBB3K5XI12NKp79+4rV67kO4ra3N3dPT09WXnJkiWOjo78xqM5K1eu7N69OyuHhoYSkVgs5jckDWFrc2VmZioUCvbM58qVK3wHpfDx8Rk9enSzLhGLxYcOHZo4cSLLb3r27Dlnzpzdu3dfvXo1KyurkQuLioqWL1+up6fn4+MzePBg9p+0s7Pzxo0bk5KSmhVDYGCggYFBsy6BFpowYcKUKVNYeenSpX379uU3Hs3x9/fv1q0bK7M5ioWFhbxGpCnHjx8nooyMDIVCwQYd/P7773wHpT5Beno6yzZ69OhRb5qvTPEbWojmpZdeqndG6e3bt4uLi4lo4sSJ9bbcdgwZMoQV2KKZdSlHWteaCVBTWFhYRUXFe++9x3V0mpWQkODl5VVRUTFgwADlCH6WibZZyoc/Y8aMsWwU/e9nZ2xs3NCGu1xZu3bt+vXrAwICWAa/bdu20NDQxYsXK1o2wAkA+JKcnLx06dLu3bu/9957BQUF3377bVJSUmZm5s8//7xkyZKxY8c29P8mI5fLjxw58s477xw7duzRo0cFBQWHDx8WCoXr1693dHT08PDQup28AaDtECi3NW1oWALL4Lt27VprM8vMzMzs7GxqeHDC119/TUR6enoffvghdwFrhLOzMxsZ+fDhw3orxMXFUVNLjx84cMDNza2hXV3bpszMzMmTJxcWFnbr1u3ChQvLli1jI8MuX77c1kY61aT6QjSs352Ihg8f3pJBqE1au3btunXrAgIC1q5dy474+fkFBQXt27cPSTyA1klISHj77bednJyOHDmydOnSJ0+ePHz48D//+U/fvn1Vb6TWFk7W1tbvvvvub7/9lpubu3PnzqSkpPHjx48YMYINZAUAaBaBciYKe6BQS2ZmJuvvbGQQvHLzppouXLjANoeaOXPmgAEDuAtYI4yNjb28vIjo+vXrbBBFTcp/hOnTpzc0cCo+Pv7+/fsLFy7UdKgcKioq8vDweP78eYcOHc6ePWtvb29oaOjn58fOrl69mt/wGiKRSNh71cDAwMXFpfHKqu/b2hLr1q2rlb4zyiT+gw8+QBIPoBWKi4s/++yzYcOGXb9+/ZtvvsnIyPj222/V+F+skS2crK2tly5d+vfff588eVJfX3/atGmTJk1SDqwHAFCFQNmpfOHChZiYmJrnysvLFyxYwJZhaWQ31roroN+7d49tAmVtbb1jxw4NhM29efPmEVFlZWXd1bs3bNjA0q8FCxY0dPmBAwcsLCzeeustjQbJocrKyjfffPPx48cCgeDnn39WdmYvXrzY2tqaiK5du3b16lVeY6xfTEwMe08OHjy41vD9ujS9lxMRrV+/fu3atXXTd4Yl8fv370cSD9D2HT9+3MnJadeuXZ999lliYuIXX3yh9gruK1assLS0bGQLJ4FAMGvWrMjIyMOHDz9+/Hjo0KFffPFFQ+uhAQDUIhg6dCgbBa5QKDw8PC5cuCCRSEQi0a+//jpq1Kg//viD1WukD37v3r179uxhk1mfPXu2YsUKV1dXsVhsZGT0yy+/ND5MUD0+Pj69e/fu3bs324WKE56enh4eHkQUFBTEppcxwcHB+/btI6Jp06a5urrWe211dfXhw4fffvttU1NTruLRKLlcPmfOnJs3bxJRUFDQjBkzlKfMzc2VCz62zW545RtPlaS8WZXVsGHDhoCAgIbSd0aZxC9atAhJPEDbVF5e/sEHH8yePXvIkCFxcXGbN29uyY6Bd+/ePX36dEBAQJNfAPT09N59992///7bz89v27Ztr776akPTsQAAahIQ0dq1a9kc+dzc3KlTp1pYWHTp0mXmzJnm5ubKiZu1NrOUy+V//fUXETk5OVlbW/v6+lpbW5uYmDg5OW3btk0qlVpZWYWHhysX5eBWfn5+ZmZmZmamGqsuNiI0NJStEbF48eIRI0Z4e3v379//448/lsvlQqEwJCSkoQvPnTuXn5+vRUNoPv74419//ZWIli1b9sknn9Q6u3z5cta3ffv27UuXLnF430uXLrHNlVpC2a3e5MCY58+fs5Uxu3TpotxXmEMHDx5cs2ZN4+k7w5L4AwcOrFy5kvMwAKCF4uPjR44c+dNPPwUFBUVERPTv378lrSmav4WTubl5YGDgn3/+mZ+fP2LEiCNHjrQkAABoDwRENGPGjIMHDyr7j6VSqYuLy4EDB27fvs2Ws+3Xr1/nzp1rXpaQkFBaWkpEU6dOvXv3rpeXl4GBAXv8Z2xsPHfu3EePHrE9PrVIz549o6Ki2KL4UVFRJ0+eZOvZT5o0KTIyspHlsQ8cODBgwIDRo0e3XqwtsHHjxh9++IGI3nzzze3bt9et0LVrV+V4IQ674bOysiZPntzyrwSqD23X9CD4zp07Hzp0qMn0nfHz8/vxxx+dnZ01EYkmXLt2TbltFoAOu379+pgxYyQSye3bt/38/Fq+SnRYWNidO3cCAwObO3v+9ddfj4mJmTBhwrx58zZs2NDCMABAt/2/PbfmzZs3bdq0mJgYc3PzAQMGmJmZEdHz58/Z/lV1EyBnZ+ea4wHOnj1bXV0dGxsrk8kGDhzIloHXHM2Nz7a1tb1y5Up0dPTly5fz8/N79erl7u6uXGuyXjk5ORcvXtyyZYuGQuLW/v37WVL+8ssv//LLLw1tIrBixYo9e/bIZLIHDx789ttvbJpvC7Edjqqrq1vSiEgkYl+rzM3NBw4c2HhlTQ+Cf/PNN5tVn8210BZr1qyxtbVlq+cC6KozZ878+9//dnZ2Pn/+PCc7jFZVVa1evdrNzW3atGlqXN6pU6fw8PB169atWbMmNTV17969Ork1JgC03P99NFhaWrq5udU816wuTENDw3oXpdFGLi4uTS5yovTTTz/p6enNnTtXoyFx4ty5c2xlT6FQeO7cuUZG7dvb2/v4+Pzyyy9EtGbNGk9Pzzaye5myV3jkyJFN7mHWOgvR6Cq5XC6Xy/mOAkCDfvvtt1mzZk2cOPHEiROs36rltm/fnpKSwnazUo+ent7atWstLS1XrFjRp0+fgIAATgIDAB3TWA6kzJaQADXiwIEDU6dOtbGx4TuQJty7d2/27NkymczKyurChQtNBvzFF1+wQkxMTHh4uOYDVInqg+DlcrlydX+8gQGgLhsbm6+++urMmTNcpe+FhYWBgYHvvPNOy/uz/Pz8Ll++7OPjw0lgAKB7Gns8x7owVVl1WxUXLlxg+yLdvXuXiP7444/KykoiGj16dK2+fy1y+/btZ8+ebd26le9AmvD06VNPT8/y8nJDQ8Pw8PAmx58Q0dChQydPnhwREUFEAQEBM2bMaLLPuxWo3q2unKrh6OjYqVMnjUcGANrmlVde4fbrfa0tnFpo/PjxnLQDADqpwQxeoVCwLswhQ4aw/Upb6MSJE4cOHVL+9dy5c+fOnSMif39/7c3gDxw4YGNjM2XKFL4DacKAAQPYpORmuXjxoiaCaQn2nlFFrakaAAAaJZVK9+zZU+8WTgAAnGswg3/69GlxcTFxNwvw4MGDBw8e5KSpNqK0tPT48eNLlizBTCMAgHbOwMDg9u3bWrTeFABotQZTTwyCb9KJEydKS0sb2agVAADajxEjRvAdAgC0Fw1m8P/+979nzZpFRJwModFJBw8efPXVV1UZUw4AAAAAwJUGM3hDQ8Pm7kahFezt7dkEx5bLzs7masYSAAAAAICK2t0A7h07dnDVVFJSEldNtQfsC6FOfi0EAAAAaE3tLoMHvvTo0ePy5cuvv/4634GASoyMjIyMjPiOAgAAAOqBDB5azxtvvMF3CKCqQ4cOIYMHAABom5DBA0A97Ozs+A4BAAAA6ocMXuv9/fffRNShQwe+A/k/zQ3m0aNH6enpenp6GopHDZjkAAAAAG0WMnitt2TJEpFI1Ha2ESkoKLC0tGzWJV9++aW9vX3//v01FFJzxcbGvv/++3xHAQDce/LkyZMnTzp16sRhmwqFoqSkxMzMTF9fn4hKSkpMTEy4nbVfWVkpk8madclXX321detWCwsLDsNoBTKZrLy8PDo6uu38pwbQNiGD13oDBgw4fPgw31G0yLFjx44fP96tWze+AyEiUigUOTk5b7zxBvbqAtA9fn5+ly9f7tOnD4dtFhUV7dmzZ8KECY6OjkT07bffvvzyy1xtZ84UFxdXV1c39yq5XL548WIOw2gF6enpYWFhEomE70AA2jpk8MC/iooKgUDg7e3NdyBERBUVFTt27OBq0wAAaFMWLFjA+Zfz5OTkPXv2zJs3b9q0aUT03//+d8qUKStXruT2Ls1lZWUlEAi2bNnCbxjNdeXKlbCwMAMDJCcATcAvCfCva9eu1tbWbeR/moKCgh07djR3IBAAAABAqxHwHQAAAAAAADQDMnhoJRUVFZ6ens+ePeM7EAAAAADt1u4yeKlUWlVVxUlTmGrTLHl5eefPn4+Li+M7EFDJunXrdu3axXcUAKAjiouLpVIp31EA6I52l8EvWbJk/vz5nDQlFAp3797NSVMAbc3vv/9+7do1vqMAAF1QUVExdOjQb775hu9AAHQHZxl8Xl7eixcvCgsLuWpQQ3Jzc3Nzczlpavjw4Tt37uSkKQAAAF313XffZWRkeHp68h0IgO7gJoMvLCy0tbW1tbX94osvOGmQXzKZLCkp6c8//4yPj5fL5Q1VW7BgwdOnT+/du9easQEAAGiR/Pz8wMDA+fPnjxgxgu9YAHQHNxn8/fv3FQoFEb3yyiucNMgXuVy+fft2Ozs7R0fH8ePHOzs729vbN9TR/uabb3bu3PnAgQOtHCQAAIC2CAgIqK6uXrduHd+BAOgUzjJ4VtDqDF4ikXh7e/v5+WVnZxORqakpEWVkZCxfvtzHx6duZ7yRkdE777xz7Nix8vJyHsIForKyshcvXrx48aKkpKTJymyg14sXLxp5rgIAABz6+++/9+3bt2LFit69e/MdC4BO4SaDj4yMJCIzM7NBgwZx0iAvAgICwsPDiWjRokW5ubmlpaVxcXFso9ATJ07Uu9/QwoULi4uLT5061dqxAhERffbZZ2z41sGDBxuvWVhYaGNjY2tra29vjwweAKB1rFixwtraesWKFXwHAqBruOyDHzFihL6+PicNtr7ExMRt27YR0dy5c0NDQ21sbPT09JydncPCwmbMmEFEAQEBqampta4aOnSoi4tLk+kjaAj76kgqPPxRPiYaPnw49usGAGgF165dO3fu3IYNGzp27Mh3LAC6hoMMPjU1NT8/n4hGjRrV8tb4snfvXqlUamJiEhgYWPO4QCAICgrS19eXSqWHDx+ue+HChQuvXbtWN7kHTauoqHj8+DERGRkZubi4NF5Zmetr9bsUAEBbyOXyFStWDBw4cOHChXzHAqCDOMjgdWMQ/NGjR4nIzc2te/futU4JhUI3NzciOnLkSN0L58yZY2RkdOjQIc3HCP8/Dx8+ZPuDDB061NjYuPHKyOABAFrTkSNHHj58+N///hePPQE0gYMMXgdyo5SUFDZ7dejQofVWYMcTExMLCgpqnerUqdO0adMOHTqE0dWN69Spk5OTk729PVcNKr86qvLGa83vmWxdJt79/PPPbGCYig4dOvT9999rLh4AaD8qKytXr149bty4KVOm8B0LgG7irA/exsZGe2eax8TEsEJDGbyTkxMrxMbG1j27YMGCjIyMP//8UzPR6QgLC4unT58OHz6cqwZV/+qYkpLCvnp169ZNKBRyFUAtubm5X3zxxYABA1auXElETk5On332WVZWloZu1yRjY+OVK1cuW7ZMlcobN25csGBBRUWF8sjAgQOVb3sAgGYJCgrKzMzcunUr34EA6Kzaz7YUCsXvv/9+5MiRp0+fduzY8ZVXXlm2bFn37t1XrFhx/vx5gUAQFRVVc8SCVCqNioqi/2VRRUVFp06devDgQVJSUlFR0ejRo9euXdulSxdugw4JCUlOTiYif3//zp07t7xBkUjECv369au3gvJ4vePdJ06c2KtXr4MHD06YMKHlwYCKVO9Wb4XHRMePH1+4cGFZWZnySGJiYlBQ0A8//LBnz565c+dq6L6NeOutt3bt2rV06VKFQrFr165Gam7cuHH16tVffPGFv7+/8mBoaKjmYwQAHYQtnABawf8vg8/Kynr33XevXbumPHLlypXdu3efPn363Llzf//99+DBg2sNOI6Li2P9do6OjitWrNi1a5dEIlGeffjw4d27d//8809LS0sOgz527BgL0tfXl5MMvqioiBU6dOhQbwUzMzNWqHfdcYFAMG/evKCgoKKiIisrq5bHA03Ky8tLS0sjImtra0dHx8Yrq75kjXqOHz/+9ttv1zt4pqKiYt68eQqFYt68eZq4deM++ugjuVy+bNkylsTr6enVraNM3+tdLxUAoLmwhRNAK/i/DD45OdnV1TUnJ4eITE1Np0+f/tJLL6WlpR08eHDGjBlisZjqS4CUuVFQUJCZmZmXl9crr7wikUjOnDnz119/EVFUVNS2bdvWr1/fSi9ILcoM3sjIqN4KhoaGrNDQzkELFizYtGlTWFiYr6+vBgKE2mp2wNebmNak0T74Fy9evP/++42Pfff19R0/fnzPnj05v3uTPv74Y4VCsXz5coVCERwcXOvfiqXvn3/+OdJ3AOAE28LJ399fewfWAmiF/5fBi8XiCRMmsPTd1dX1+PHjtra27JS7u/ucOXNYuW4CpEykxo8ff/jwYeVVX3311bJly3bv3k1Ehw4dqpnBV1VVlZeXt6Sves2aNSxRtrGxUbuRmgoLC1mhyQy+tLS03gr9+vVzdXU9cOAAMvjWoXpSXl1dHR0dTUR6enojR47kPJLt27c39K5QqqioCAoKata8Ug4tW7ZMLpd/+umnCoWC/UoyyvS91gqqAABqW7lyJbZwAmgF/y+D/+STT9iYhPfffz8kJKTm2k9vv/32119/nZKSQg33wffo0ePixYs1rxIIBFu3bj1+/HhBQcHz588LCgq6dOkSGxu7cuXKK1euyOVyoVDo7+//4YcfqhH0uHHj1LiqEVVVVazQ0HoyyuNs+cJ6LVy4cMGCBY8fP3Z2duY2PKhL+dWxe/fubFJEQxISEtjIrv79+2tijNNvv/2mSrWzZ8/ylcET0SeffKJQKPz8/JTPClj6vnLlSqTvAMCVa9eu/fbbb3v27MEWTgCaZkBEjx49+vHHH4nI0dExODi41tKtenp6/fr1S0lJ6dChw6BBg2qeKikpefr0KRGNHj267oKvpqamLi4uv//+OxFlZWWlp6ePGzdOIBD85z//sba2Dg8P9/X1zcrKagsDbMzNzVlBmcrXojzeyIB+b2/vZcuWHTx4sCWJmkKhyMjIkMlkaregNrlcXlpaysvHrlgsbtZanAqF4sGDB6y8ZMkSFa9q1hCa/Px89q21SUlJSapUS01NTUxMVG/TYrFY3PKZJG+++WZ+fv6mTZtMTEz+/PPPhw8ffvDBB76+viq+TE1j02mePn0qlUqLi4urq6vbSGCcKyoqkslkSUlJpaWlbC+8tLQ05UeQLsnLyyOijIyM/Pz8zMxMIsrJydHJH+vz58+J6MWLF9HR0ewjVCQS8f5KlSs0cEsikZSVlRUVFRkaGpqbm5ubmyufUXO4hVNmZqaFhUWLg22RiooKqVTabj+UdPI72IsXL4goIyOjoKCAjTppCx9KVVVVUqnU1NS0WVfZ2NiQQqFQLpRx5coVRX169epFRK+99lqt41euXGEXBgYG1nvhO++8wyo8e/Zs6NChHTp0iImJYaekUukbb7yhr6//+PHjeq/VEE9Pz7Fjx9Y6uHr1ahanMrxabt68ySp89913jTS+YMECW1tbuVyudngnT55s+btBGxkZGan+r/T333+rcYvg4GBVGudx/UcAAG6p+3+RQqFQyGSy6OjonTt3Ll26dOLEifb29spkvSYTExNnZ+dp06Z5eHgQ0aFDh1pyU6yCBaCKqVOnGshksrNnzxLRsGHD3N3d61bKyspi3Sd1h9A0uZxfYmIiK7x48SI2NnbZsmXKBdf19fUDAwOHDx8eGBj4008/cfFy1Kf8rt/QRFX2XY0a7YMnoqqqKkNDwyYnVjZi6tSpp0+fbuhRgEZVVlbm5+drdO7RixcvunXrVvff59ChQ8ol+VWhHAQ/a9as/fv3N1755ZdfZt3kKi5Ew+ZCLF26lG3E26QVK1ZkZGQ0Wa1Hjx7bt29XpcG6EhMT+/Xr15L3ldKxY8dOnTpFROPHj1+8eDEnbXJi/fr1xsbGixcvlkqlZ86ciYuL09XtpY4cOXLz5s0dO3bk5uYmJSXt2bPnxx9/bGgVLK12586d7du3//DDDyKRyNDQ8PPPP1+zZo1ODjJ88eLFsmXLVq5c2aVLl169es2dO3fOnDlvvvkmv1GdOXMmLCxMjQv/+eefkydPnj9//tatW4WFhXp6enZ2do6OjpMnT+7du7eVlZW5ubmJiQkRlZSUSCQS9sTy2bNn7JP5vffeCwgIGDt27FtvvTVx4sSGZpc1hG3ZsXXr1j59+qgRPIc2bNhgYGCwZMmSqqqq3377LSYmZufOnfyGpCFHjx69evXqrl27cnNzU1JSfvjhh4MHDyqX4NMld+/e/e6773bv3l1YWGhkZLRy5crVq1cPHjyY36iKioqqqqq6devWrKuGDx9O9+7dY39hY2TrUvYKh4WF1To1ffp0IhIIBCUlJfVey57CvPTSS5s2bSKic+fO1arQtWtXoVDYku/rzVVvH/yBAwfYa2yo82Dz5s2sQnh4eEMtFxUVdejQYdWqVVyGq0NevHghEAguXrxY99Qnn3zSp08f1Zv6+OOP2Y8jKCio8ZpFRUUsSTU2Nq6qqlKlcfYM8ccff1QxGOUDnMb5+/ur2KDmrFmzhogCAgKCgoKI6IMPPmjkeVFpaWlFRUWrxebu7u7p6cnKS5YscXR0bLVbt7KVK1d2796dlVl3o1gs5jckDWHpY2ZmpkKhYLPJG3rMq+1YH8Hp06fZX/X19b/99lt+Q1IoFIGBgQYGBqrXr66uPnbsmJeXl5GREZv3v2LFit9++62wsFCVy7/55huBQHD27Nkff/zx/ffft7OzI6JOnTotWrTo/v37qofxxx9/UMPPw1vThAkTpkyZwspLly7t27cvv/Fojr+/f7du3ViZdYqp+EPXOsePHyeijIwMhULBNuj8/fff+Q5KfQbp6eksw+jRo0e9mYcyxW9oIZqXXnqp3kGct2/fLi4uJqKJEyey38m6X3ScnJxu3bqVm5urXMSGF0OGDGGFZ8+e1VtBOVey1kyAmsLCwioqKt577z2uo9MRFRUVcrm85p5HalN9IZoHDx4oFAoiGj58eL3Pf1tu+fLlO3bsYMutNsTCwsLPz08Td1fd2rVr169fHxAQsHbtWnbkP//5j0Kh2Lt3b7098T4+Pra2tk0+4gAAbVdWVnbgwIGgoKC0tLRBgwYFBATMmTOnWdtXK7dw8vLyIiK2CcadO3eOHTt2/Pjxffv2ubm5rVixYurUqW3nuR+AthP8888/rKRcUbEWlsGzzvKaxzMzM7Ozs6nhLOrrr78mIj09vQ8//JCNQqm7Hra9vT3VGGzDF2dnZ/ZM8OHDh/VWiIuLo6Y2Dzpw4ICbm1tDu7oCVyQSCfvqbGBg4OLi0nhl1fdtVVuXLl0OHz4sEAgaqiAQCH788cfmPiDj1tq1a9etW1czfffz8wsKCtq3b9/ixYsV9S1mLxaLG/9aAgDaTiqV7ty5UygUfvLJJ87Ozjdv3nz8+PFXX33VrPSd6tvCSU9Pb8yYMTt27MjIyDh48OA///zj5eU1fPjw69evc/waANorQdeuXVmJZUW1ZGZmshyokUHwL7/8ct0LL1y4wLZNnTlz5oABA8RisUAgqLsQBxv9yUm/bEsYGxuznoPr16+zQRQ1Kf8Rpk+f3lD/QXx8/P3791s+AR+aFBMTw+YJDB48uMnRwxrdy0nJy8vr7NmznTp1qnvK2tr69OnTM2bM0Nzdm7Ru3bpa6TujTOI/+OCDepN4ANBhN2/eHDFixPLly93d3ePi4n777bfXXntNjXbYFk4rVqyodxqVkZHRe++99+jRo/Pnz0ul0rFjx86ePVuVuUMA0DiBslP5woULtWYTlpeXL1iwgGVLjezG+vjx41qn7t27xzaBsra23rFjBxEVFxfXXW6SiNjBJjfEaQVs0/vKysq6y2Nv2LCB5TcLFixo6PIDBw5YWFi89dZbGg0SqMZXR1WS8mZVbompU6cmJydv2rRp9OjRXbt27dKly6hRozZs2JCcnMy+HPJl/fr1a9eurZu+MyyJ379/P5J4gPajoqJiyZIlbm5ucrn8zz//PHbsWCMDRJukyhZOenp6U6ZMiY6O3rFjx++//z5o0CC2hjUAqE0wdOhQNgpcoVB4eHhcuHBBIpGIRKJff/111KhRbPw6NdoHv3fv3j179rDJrM+ePVuxYoWrq6tYLDYyMvrll1/Y8HoTE5N690Kqrq6m//XEq87Hx6d37969e/dmu1BxwtPTk62EFRQUVHM1q+Dg4H379hHRtGnTXF1d6722urr68OHDb7/9dnOX8wQ1KL86Njkw5vnz57m5uUTUpUsXBwcHTQdmZWX15Zdf3r17Ny8vLz8//969e19//bW1tbWm79uIDRs2BAQENJS+M8okftGiRUjiAXTekydPRo0atX///s2bN0dHR7dwh0S2hdOGDRtUWT7cwMBg2bJlz549e+ONN9577705c+ZgqB6A2gREtHbtWjaKNzc3d+rUqRYWFl26dJk5c6a5ubnye3mt7ejlcvlff/1FRE5OTtbW1r6+vtbW1iYmJk5OTtu2bZNKpVZWVuHh4ZMmTWL1rays5HI5y9drYptlNnenTLY/SGZmJrc7H4WGhrI1IhYvXjxixAhvb+/+/ft//PHHbAfZkJCQhi48d+5cfn4+htC0DtWHtrfCIPi27ODBg2vWrGk8fWdYEn/gwIGVK1e2SmgAwI9jx469/PLLpaWlN2/e/OKLL+p9Nq469bZw6tKlS3h4+A8//HD69OkRI0aot78HAAiIaMaMGQcPHlT2H0ulUhcXlwMHDty+fbugoICI+vXr17lz55qXJSQksKEvU6dOvXv3rpeXl4GBARtvY2xsPHfu3EePHk2dOlVZn+XobOO6mthK8y3fb5ITPXv2jIqKYoviR0VFnTx5kk2xnTRpUmRkZCOr5Rw4cGDAgAGjR49uvVjbK5FIxH4o5ubmAwcObLxy6wyCb7M6d+586NChJtN3xs/P78cff9TJtboBgNmxY8ecOXPGjx8fFRXFyafikSNHHj58+N///leNbwK+vr4PHjyQy+Wvvfaacsk7AFDd//utmzdv3rRp02JiYszNzQcMGMBW8n/+/DnbgbZuF6azs3PNB+5nz56trq6OjY2VyWQDBw6s+zStf//+f/31V2JiYq3BDI8fPzYxMWEr0qju6tWrzaqvOltb2ytXrkRHR1++fDk/P79Xr17u7u7KtSbrlZOTc/HixS1btmgoJKjpwYMHrDBy5MhGln9h2nkffHM3lGFTQQBA9ygUilWrVm3evHnRokUhISF1V5VQQ2Vl5erVq8eNGzdlyhT1Whg0aNDt27enTp06fvz448eP1+z1A4Am/d/3ZktLy1qbUDYrATI0NKx3URpm2rRpR48evXfvnnJcDRElJibm5eVNmTKlrW395eLi0uQyhUo//fSTnp7e3LlzNRoSMKoPgpfL5cq1QdtnBg8AwNy+fXvz5s2rVq3asGEDVyuyBwUFZWZmhoeHt6SR7t27X79+/a233goODkYGD9AsjT35UvZ3tjwB8vDwMDY2Pnjw4Oeff66ct8qWqeF96+kWOnDgwNSpU21sbPgOpK1jXeZNdpw3TvVvlcqBXo6OjvWu8wgA0E6MGTMmLi6Ow2Fy+fn533777bx580aMGNHCpiwsLC5duiSXyzkJDKD9aCydYtmSKvvmNMnCwuLzzz9PT0/38fFJSUmpqKgICgoKDg52cnKaP39+Cxvn0e3bt589e4Y5rKro2bPnrl27Wrjuwblz59hmwjNnzmy8JhvoxdZHaskdAQC0nZ6eHrezXNatW1ddXb1hwwauGmxh5w5AO9RgH7xCoWCDEIYMGcL2K22hgIAAkUi0e/fuc+fOsSODBw8+c+YMJ43z5cCBAzY2NmqPAmxXBALB0qVL+Y4CVLVkyRJVlocDgHZILBavX7++V69efAcC0H41mME/ffq0uLiYuFvHQ19ff9euXUuXLr18+XJpaemwYcM8PDy0+mt3aWnp8ePHlyxZ0sIFuQDaoHfeeYfvEACgjTp8+DDfIQC0dw2mnhwOgq9p4MCBTS4CqC1OnDhRWlrayEatAAAAAACcazCD//e//z1r1iwi0upRLhp18ODBV199VWe+kAAAAACAVmgwgzc0NDQ0NGzNUFqHvb09W6Kk5bKzszdu3MhJUwAAAAAAKmp3A7jZEpacSEpK4qopAAAAAAAVafFEUgAAAACAdggZPAAAAACANml3o2iAL9XV1f7+/p999lmPHj1qnSotLS0tLd27dy8vgdXCpklIJBK+AwEAAACoHzJ4aCXZ2dlBQUFjxoypu51qdnb2P//88+GHH/ISWL1EIhHfIfDsxo0bZmZmLd8yHQB4UVlZqVAoTpw4wW2zKSkpNjY2ZmZmRJSdnW1sbNy5c2cO24+Li+OwNQAdhgweWpVCoah78MKFCwUFBfr6+q0fT0Osra35DoFnX3/9ta2t7fHjx/kOBADUkZ6eLpPJfHx8+A5EHXgKCtAkZPDQJnTp0oXvEOD/Ry6Xy+VyvqMAADXt37//888/53xV6OHDh8+dO9fPz4+IZs2a1bNnTw5XeGP09fX79OnDbZsAugcZPAAAgA5ycnLivE2BQGBtbe3g4EBExsbG5ubmrAwArQxr0QAAAAAAaBNk8AAAAAAA2gQZPAAAAACANkEGDwAAAACgTZDBAwAAAABok7aYwT969KigoIDvKFQik8mSkpL+/PPP+Ph4LL0HAAAAAK2gzWXwO3bsGDFiRGxsLN+BNEEul2/fvt3Ozs7R0XH8+PHOzs729vY7d+7kO662y8LCwsTEpGvXrnwHAgAAAKDd2sR68DKZ7MmTJzdu3Ni9e3d8fDzf4TRNIpHMmTMnPDyc/dXU1LS8vDwjI2P58uU3b94MCwsTCNrcVyPederUqaioyNjYmO9AQCVGRkZGRkZ8RwEAAAD14D+Dt7W1zcvLUygUfAfSDAEBASx9X7Ro0caNG7t16xYfH79+/foTJ06cOHFi2LBhX331Fd8xtkVI37XI/v378fMCAABom/jvKhaLxQqFonfv3h9++KGnpyff4TQtMTFx27ZtRDR37tzQ0FAbGxs9PT1nZ+ewsLAZM2YQUUBAQGpqKt9hArSIvb19jx49+I4CAAAA6sF/Bh8XFycSiTIyMkJCQoYNG8Z3OE3bu3evVCo1MTEJDAyseVwgEAQFBenr60ul0sOHD/MVHgAAAADoNv4z+H79+llbW/MdRTMcPXqUiNzc3Lp3717rlFAodHNzI6IjR47wEBkAAAAAtAP8Z/DaJSUlJTs7m4iGDh1abwV2PDExUVsWxAQAAAAA7YIMvnliYmJYoaEM3snJiRXa/oKYAAAAAKCNNLgWTXp6+qFDhyIiItLS0ioqKnr37u3g4ODr6+vh4aG5mzZLSEhIcnIyEfn7+3fu3FmVS0QiESv069ev3grK45jMCgAAAACaoJEMXiKRbNy4ccuWLVKpVHlQLBY/fvz47NmzY8eOvXr1qibu21zHjh27du0aEfn6+qqYwRcVFbFChw4d6q1gZmbGCiUlJS2PUMdUV1cbGhryHQUAAACAduM+gy8pKZkyZcqtW7eIaOTIkd7e3kKhUCQSpaWlhYWFpaWlCYVCzm/aapQZfEOb3SgzVGTwtYhEol69el26dMnV1ZXvWAAAAAC0GMcZvFQqZem7iYlJSEjI/Pnza55dt25dcHDwmDFjuL2p2tasWePr60tENjY2Kl5SWFjICk1m8KWlpS0OUKeUlJRUVFTk5eXxHQgAAACAduM4g1+zZg3rfT9y5MisWbNqnTUyMvLz8+PqXqWlpR06dNDX11e7hXHjxjX3kqqqKlaQy+X1VlAerzmCSHXJycn//e9/G2pco0QiUWZm5pAhQzTUPvtKs2fPnsuXL2voFs+ePTM3N+d9H6KioqK0tDSuNjeQyWQPHz4cOnQoVzukxsfHd+vWrWvXrpy0xpWnT58aGBhMmTJFIpHk5ubm5eV9+OGHfAelEZGRkWKx2MfHJyMjg/1MP/nkk4Z6BLQam2Xk5+eXmJjIHr1+9913x44d4zksDSguLiai3bt3b9iwwcnJSS6Xnzp1Kikpie+4NKK8vPz8+fPXr1+3srJKTU0tKCjQ1V/VJ0+e6OvrT506tbKy8sWLF/n5+br6Su/fv19SUjJ79uz09HQTExMi8vPz08kPpZSUFCL67LPPlB9K27dvP3HiBL9RZWZmVlZWNjS7siGvv/46lxl8amrq1q1bicjLy6tu+s4VmUy2Y8eOnTt3pqWlmZiYDBs2bOnSpe+8846GbleLubk5KyhT+VqUxy0tLdVoPy8v76+//lIoFOqF1xLFxcX//PNPdXW1htpn/zLJycnK2cCcy8zMNDExycnJ0VD7KiotLX3x4oVMJuOkNZlMlpycLJPJuPo8TU9Pz8nJaWubMJSUlAgEgsePH0ulUqlUWllZ+fDhQ76D0ojc3Nzq6urY2Nj8/PyOHTsSUUxMTEt6Itos9sQyLi4uKyurvLyciJ49e8b7r6cmSCQSIkpOTi4oKGCvNCsrS71OnLZPKpXm5OTIZDIzM7OysrLq6mpd/VUtKSnR09N7/PhxVVWVTCaTSCS6+krZh1JMTExeXh5LXdrDh1JFRQURPXv2LDc3l9+o8vPzq6qqxGJxs67q3LkzKbij/Hp679499Vr4+uuvWQt//PFHQ3XeffddPT29t956KyAgYPbs2WxG6fvvv69u1M2zevVqFmFMTEy9FW7evMkqfPfdd60TkrZIS0sjopMnT/IdCLRF7u7unp6erLxkyRJHR0d+49GclStXdu/enZVDQ0OJSCwW8xuShoSFhRFRZmamQqGIjo4moitXrvAdlEaw7vbTp0+zv+rr63/77bf8hqQ51tbWq1evZuVRo0bNnj2b33g0Z8KECVOmTGHlpUuX9u3bl994NMff379bt26svH//fiIqLCzkNSJNOX78OBFlZGQoFAq25Pfvv//Od1Dq46wPnj03JCIXF5dRo0Zx1Wwtp06dOnLkyC+//PL222+zIwkJCZMmTdq/f7+Hh4fmOv6VLCwsWKGhiarKHib1+uABAACAdyNGjFBObBsyZIhyFhxAG8FZBh8XF8d2IXV2duaqzbp27tw5efJkZfpORC+99NK2bdtmz569cePGVsjgu3TpwgrJycmvvfZa3Qps6CcRWVlZqdF+fn7+Tz/9xMvjV7FYnJWV9dJLL2moffbxd/r0ac0ND01OTrawsOjWrZuG2ldRSUlJWlra4MGDOWlNLpdHR0cPGTKEq4U4nz592q1bt06dOnHSGlfS09ONjIw++eQTiUQSGxtbWFgYGBjId1AaERkZWVpaumrVqufPn7MRF9u3b+dqkkOb8ujRIyLasWNHamqqra0tEYWFhT148IDvuLj3zz//EFF4eHhYWFj//v0VCsW1a9d4mc7UCiorK+/cubNo0SIrK6vs7OyKigpd/VVlQw0//fTTyspKe3v7IUOG6OorvXfvXnl5+apVqzIyMiorK4lo+/btDS2ZrdXi4uKIiA3D7t69OxEdO3aM98FROTk5FRUVDg4Ozbpq9OjRnI2i+e2331ijGzduVLuRJkfRLFiw4OjRo7UOlpWVCQQCQ0PDqqoqtW+tor/++otF+NVXX9VbYdGiRazC33//rUb7ERERBgYa3GarcXp6enzdWsdw+y+Jn4tOaj8/VrxSAGhTdOBX9Z133hFw1ZZA8P+aamiKJyeCg4M9PT1rHezQoYOZmVl1dXUrPORydnZmM7Ub+tLGvuFZW1s7Ojqq0f6kSZOqq6tb9i1DfXK5XHONt6tx8Nz+S2r059JGtMNx8HK5vJ2Mg2fPkagdjINnv6oYBw/apR2Og5fL5do+Dv7IkSOcZfADBw5khfj4eK7arKtDhw7KkehKf//9d0lJSadOnVph+ISxsbGXlxcRXb9+PT8/v9bZzMzM+/fvE9H06dN14BseAAAAALRBnGXwffr0YetwnzlzJiEhoW6FR48eBQcHc3W7mi5cuEBEyuErmjZv3jwiqqysrDskbsOGDQqFgogWLFjQOsEAAAAAQHvD5SiaTZs2EZFUKp0wYcKJEycKCgoqKiqSkpKOHj06Y8YMFxeXp0+f1r1QJBK9+B/lPqb1HqxXVlbWxo0b+/bt++WXXzY3Zh8fn969e/fu3ZsN8FCRp6enh4cHEQUFBbGH4ExwcPC+ffuIaNq0aa6urs0NRuf16NFj2bJlo0eP5jsQAAAAAO3G5aTJefPmhYWFRURE5OTk+Pj41DpraWlZ7x6oU6dOvXfvXq2DNS/39/ffvHlzvXcsLi6eOnWqoaHh+fPn1Vj7JT8/PzMzk4iau/lOaGjoyJEjc3JyFi9eHBIS4uDgEBsbm5iYSERCoTAkJKS5kbQHhoaGO3bs4DsKAAAAAK3HWR88Eenp6Z05cyYgIKDWdo8DBgzYunVrRkbGzJkzObxdcXHx5MmTi4qKbt265eTkxGHLTerZs2dUVJS7uzsRRUVFnTx5kqXvkyZNioyMZOumAQAAAABoAscLFxoZGa1du3bVqlVseXhLS0uhUGhjY9PIJXfv3lXjRsXFxZMmTSooKLhx44adnZ160V69elW9C4nI1tb2ypUr0dHRly9fzs/P79Wrl7u7+5AhQ9RuEAAAAABAFRpZetzQ0HD48OGaaJkRi8WTJk0qLS29efMmvx3eLi4uLi4uPAYAAAAAAO0Nb5sHqU0sFk+cOLG6uvratWvKHVIBAAAAANoJLcvgi4qKJk6cKBAI/vzzTzWmrgIAAAAAaDsty+AXLlz44MEDNze3uXPnKhSKWmvIHDhwoHv37nzFBgAAAADQCrQsg2fboF6/fr3es+Xl5a0bDgAAAABAa+NyNclWcPPmTUXD+vbty3eA0CCFQrFnzx6xWMx3IAAAAADaTcsyeNBemZmZvr6+f/75J9+BAAAAAGg3ZPDQSuRyufJPAAAAAFAbMngAAAAAAG2CDB4AAAAAQJsggwcAAAAA0CbI4AEAAAAAtAkyeAAAAAAAbYIMHgAAAABAmyCDBwAAAADQJsjgAQAAAAC0CTJ4aCUdOnTQ09MzNTXlOxAAAAAA7WbAdwDQXnTr1u3vv//u168f34EAAAAAaDdk8NB6HB0d+Q4BAAAAQOthFA0AAAAAgDZBBg8AAAAAoE2QwQMAAAAAaJO2mME/evSooKCA7yhUIpPJkpKS/vzzz/j4eLlcznc4AAAAAKD72lwGv2PHjhEjRsTGxvIdSBPkcvn27dvt7OwcHR3Hjx/v7Oxsb2+/c+dOvuMCAAAAAB3XJtaikclkT548uXHjxu7du+Pj4/kOp2kSiWTOnDnh4eHsr6ampuXl5RkZGcuXL79582ZYWJhA0Oa+GgEAAACAbuA/0bS1tTU0NBw8ePDSpUu1In0nooCAAJa+L1q0KDc3t7S0NC4uztvbm4hOnDixZcsWvgMEAAAAAJ3FfwYvFosVCkXv3r0//PBDT09PvsNpWmJi4rZt24ho7ty5oaGhNjY2enp6zs7OYWFhM2bMIKKAgIDU1FS+w2xzSkpKnJ2do6Oj+Q4EAAAAQLvxn8HHxcWJRKKMjIyQkJBhw4bxHU7T9u7dK5VKTUxMAgMDax4XCARBQUH6+vpSqfTw4cN8hddmiUSi+Pj4lJQUvgMBAAAA0G78Z/D9+vWztrbmO4pmOHr0KBG5ubl179691imhUOjm5kZER44c4SEyAAAAAGgH+M/gtUtKSkp2djYRDR06tN4K7HhiYqK2LIgJAAAAANoFGXzzxMTEsEJDGbyTkxMrtP0FMQEAAABAG2lwNcn09PRDhw5FRESkpaVVVFT07t3bwcHB19fXw8NDczdtlpCQkOTkZCLy9/fv3LmzKpeIRCJW6NevX70VlMcxmRUAAAAANEEjGbxEItm4ceOWLVukUqnyoFgsfvz48dmzZ8eOHXv16lVN3Le5jh07du3aNSLy9fVVMYMvKipihQ4dOtRbwczMjBVKSkpaHiEAAAAAQC3cZ/AlJSVTpky5desWEY0cOdLb21soFIpEorS0tLCwsLS0NKFQyPlNW40ygzcyMqq3gqGhISsggwcAAAAATeA4g5dKpSx9NzExCQkJmT9/fs2z69atCw4OHjNmDFe3k8lkFRUV5ubm6l2+Zs0aX19fIrKxsVHxksLCQlZoMoMvLS1VLyoAAAAAgMYoOPXll1+yZk+ePKnG5V9//TW7/I8//miycmpqqqur6/bt29W4kdoWLVrEIkxKSqq3gnLHIj8/PzXaP3/+vECA6cUAAAAAUL/Zs2dz2Qefmpq6detWIvLy8po1axaHLdd07NixW7duxcfHX79+XS6Xa+5G9VL291dVVdVbQXnc0tJSjfZHjx793//+t6HGNaqkpCQnJ6d///4aar+wsDAwMPDdd991dnbW0C3S09NNTU27du2qofZVVFZW9vz58wEDBnDSmkKhiIuLe+mllwwMuPltTU5O7tSpU1vbhCE0NNTIyGjy5MlVVVUPHz5MSkpasWIF30FpxIULF6Kjoz/55JOsrKzi4uJTp06tW7fO2NiY77i49+jRo6NHj37++efPnz/v0qXLzp07P/jgg759+/IdF/f++eefrVu3zps3T6FQODg4bNiwYfLkya+//jrfcWnEunXr/vWvf/Xr169jx45hYWHW1tZz5szhOygNysvLq6ystLOz4zsQDYqIiPjrr78+/fTTzMzM0tLSkydPBgQENDTZT6vFxcX9/PPPn3/+eWZmZpcuXXbs2LFo0aKGFiZpNeq9x15//XUu++A//PBD1u69e/fUa0GVPng3N7eePXtOmjTptddeI6JW7oNfvXo1izAmJqbeCjdv3mQVvvvuu9YMrO0rKyubNGnSkydP+A4E2iJ3d3dPT09WXrJkiaOjI7/xaM7KlSu7d+/OyqGhoUQkFov5DUlDwsLCiCgzM1Pxv4eTV65c4TsojUhKSiKi06dPs7/q6+t/++23/IakOdbW1qtXr2blUaNGzZ49m994oOW+/PJLGxsbVj548KAOfygdP36ciDIyMhQKBVvy+/fff+c7KPVx1gcvl8tPnTpFRC4uLqNGjeKq2bquXr2qp6dHRF9++SWbL9uaLCwsWKGhiao5OTmsoF4fvA4zNTWNiIjgOwoAAAD4P++9956LiwsrT5kyZe/evR07duQ3JFAFZxl8XFwc24VUc2MkGJa+86VLly6skJyczB4C1MIWmCciKysrNdq/efPm+++/L5PJ1A1QfeXl5SUlJapP6m2DCgoKjIyMeP/oqaioEIvFtra2nLQml8tzc3O7du2qnCTdQnl5eaampmrP/9aQnJwcPT29Ll26yGQyuVxeUVGhk8MtiEgkEpWUlPTo0UMsFrPFZ4cOHaqTs1/YbP5Ro0b9888/bNTWu+++q5OP5qurq4noww8//Pe//92pUyeZTLZly5aQkBC+49IIsVi8a9eu7du3m5iYFBcXx8fH6+qvKiMWi6VSqYrrTWu1Tz75RPk/15YtW/gORyPKysqI6NVXX1V+KM2bN4/3DyX13mPTp0/nLIN//vw5Kyg3JdVJQ4YMYYVnz57VW0GZwQ8aNEiN9nv37v3GG2/UXEe/1RQWFmZnZ6sXdhuRnJxsZmbGVeqstuLi4vT09MGDB3PSmkwmi42NdXZ2bmj5o+Z6+vRply5dlN9F24hz584ZGBgMGTJEIpFkZWVlZWVNmDCB76A0IjIyMjEx0dXVNTMz08DAID8/f+zYsVz9cNuU5OTkK1eujBkzJiUlpVevXqdPnx4xYkSPHj34jot7xcXFYWFhQ4cOLSoqcnR0PHr0qKOjY0P7dmu7H3/80d7evmPHjlZWVnfu3LGwsBg/fjzfQWlQdnZ2ZWWlg4MD34FonFgsfv78uaY7YfmVkpLy4sWLf/3rXykpKXZ2dr/++uvw4cN79uzJb1TqvcdGjx7N2Tj48+fPs0bXrFmjdiPNWovG39+fWn0cfGVlpYmJCRFNmjSp3gpsBJG1tbVcLm/NwAC0GsbB6x6Mg9dJGAcP2kvHxsFz9uh24MCBrBAfH89Vm22QsbGxl5cXEV2/fj0/P7/W2czMzPv37xPR9OnT+R3tAwAAAAC6irMMvk+fPuzx6JkzZxISEupWePToUXBwMFe349G8efOIqLKyMjAwsNapDRs2KBQKIlqwYAEPkQEAAABAO8BZBi8QCDZt2kREUql0woQJJ06cKCgoqKioSEpKOnr06IwZM1xcXJ4+fVr3QpFI9OJ/lPuY1nuQcz4+Pr179+7du3daWprqV3l6enp4eBBRUFAQewjOBAcH79u3j4imTZvm6urKdbAAAAAAAEQcrkVDRPPmzQsLC4uIiMjJyfHx8al11tLScty4cXWvmjp16r1792odrHm5v7//5s2bOYxTKT8/PzMzk4iau/ZLaGjoyJEjc3JyFi9eHBIS4uDgEBsbm5iYSERCoVBXlyAAAAAAgLaAyyXM9PT0zpw5ExAQUGu7xwEDBmzdujUjI2PmzJkc3o5HPXv2jIqKcnd3J6KoqKiTJ0+y9H3SpEmRkZG8r4XSZl29epWX7WYBAAAAdAmXffBEZGRktHbt2lWrVrHl4S0tLYVCYeNLjN+9e5fbGFR39epVta+1tbW9cuVKdHT05cuX8/Pze/Xq5e7urlxrEurKzs52d3c/c+bMm2++yXcsAAAAAFqM4wyeMTQ0HD58uCZabmtcXFyUO5lB49imJ+xPAAAAAFCbDm4ECAAAAACgwzTSB69RFy5ciIuLo/8Nv/njjz8qKyuJaPTo0W5ubjwHBwAAAACgYdqXwZ84ceLQoUPKv547d+7cuXNE5O/vjwweAAAAAHSe9mXwBw8ePHjwIN9RAAAAAADwA+PgAQAAAAC0CTJ4AAAAAABtggweAAAAAECbIIMHAAAAANAmyOChlRgYGCj/BAAAAAC1IZ2CVtKzZ8/ffvttwoQJfAcCAAAAoN2QwUPr8fT05DsEAAAAAK2HUTQAAAAAANoEGTwAAAAAgDZBBg8AAAAAoE2QwQMAAAAAaBNk8AAAAAAA2gQZPAAAAACANkEGDwAAAACgTZDBQyuprKycOXNmUlIS34EAAAAAaDdk8NBKXrx48euvv8bGxvIdCAAAAIB2QwYPAAAAAKBN2mIG/+jRo4KCAr6jUIlMJktKSvrzzz/j4+Plcjnf4QAAAACA7mtzGfyOHTtGjBjR9sdayOXy7du329nZOTo6jh8/3tnZ2d7efufOnXzHBQAAAAA6zoDvAIiIZDLZkydPbty4sXv37vj4eL7DaZpEIpkzZ054eDj7q6mpaXl5eUZGxvLly2/evBkWFiYQtLmvRgAAAACgG/hPNG1tbQ0NDQcPHrx06VKtSN+JKCAggKXvixYtys3NLS0tjYuL8/b2JqITJ05s2bKF7wABAAAAQGfxn8GLxWKFQtG7d+8PP/zQ09OT73CalpiYuG3bNiKaO3duaGiojY2Nnp6es7NzWFjYjBkziCggICA1NZXvMAEAAABAN/GfwcfFxYlEooyMjJCQkGHDhvEdTtP27t0rlUpNTEwCAwNrHhcIBEFBQfr6+lKp9PDhw3yFBwAAAAC6jf8Mvl+/ftbW1nxH0QxHjx4lIjc3t+7du9c6JRQK3dzciOjIkSM8RAYAAAAA7QD/Gbx2SUlJyc7OJqKhQ4fWW4EdT0xM1JYFMQEAAABAuyCDb56YmBhWaCiDd3JyYoW2vyBmK7O2tnZwcOjTpw/fgQAAAABoNw2uJpmenn7o0KGIiIi0tLSKiorevXs7ODj4+vp6eHho7qbNEhISkpycTET+/v6dO3dW5RKRSMQK/fr1q7eC8jgms9bSsWNH9q8NAAAAAC2hkQxeIpFs3Lhxy5YtUqlUeVAsFj9+/Pjs2bNjx469evWqJu7bXMeOHbt27RoR+fr6qpjBFxUVsUKHDh3qrWBmZsYKJSUlLY8QAAAAAKAW7jP4kpKSKVOm3Lp1i4hGjhzp7e0tFApFIlFaWlpYWFhaWppQKOT8pq1GmcEbGRnVW8HQ0JAVkMEDAAAAgCZwnMFLpVKWvpuYmISEhMyfP7/m2XXr1gUHB48ZM4aTe1VVVZWXl1tZWandwpo1a3x9fYnIxsZGxUsKCwtZockMvrS0VI2QCgsLT506JZfL1bi2hYqLi7OysgYOHNj6t+ZKSkqKubl5t27d+A2jrKwsNTXV2dmZk9YUCkV0dPSQIUMMDLj5bf3777+7devW1haAys7ONjIyWrduXVVVVUJCglgs3rt3L99BaURsbGx5efm2bdsyMjLY58mhQ4dMTEz4jot7f/31FxH9+OOP6enpXbt2JaJz584lJSXxHRf38vPziejy5cuXL192cnJSKBSRkZG6+gaWSCRRUVGff/65tbV1Xl6eTCbT1VfKvHjxoqKiQqt7HlVUUlLy/Pnzl156ie9ANOjhw4dEdPjw4YyMDPahdP78+ZSUFH6jUu895uLiQgpOffnll6zpkydPqnH5119/zS7/448/GqkWExPzxhtvCAQCIhIKhSEhIerG22yLFi1iESYlJdVbITo6mlXw8/NTo/3ffvtNT0+Pk/cEAAAAAOiet956i8u1aFJTU7du3UpEXl5es2bN4rDlmh4+fOjq6nr//v3//Oc/33zzTefOnX19fdesWaOh29Vibm7OClVVVfVWUB63tLRUo31PT0+5XN6ybxkA2sfd3d3T05OVlyxZ4ujoyG88mrNy5cru3buzcmhoKP1vX2rdExYWRkSZmZmK/3VtXLlyhe+gNII9WDh9+jT7q76+/rfffstvSJpjbW29evVqVh41atTs2bP5jQdAdcePHyeijIwMhULBFgz8/fff+Q5KTSdOnOByFE1gYCCburpq1SoOm61JoVC8//77Uqn07t27bD3HL774wsPDY9OmTbNnzx40aJCG7qtkYWHBChrK4AEAAACAc507dzY2NmZdsZaWlgYGBp06deI7KPVxlsHL5fJTp04RkYuLy6hRo7hqtpaYmJjY2Nhly5Ypl2PX19cPDAwcPnx4YGDgTz/9pKH7Kikz+IYmqubk5LCCehl8VVXV7du3ZTKZeuG1hEQiKSgo6NmzZ+vfmit5eXmmpqbK5yR8qa6uzs3N7d27N1cNpqamCoVCroZXZWdnW1tbN7SYEl9EIlF5efmpU6eqq6szMzPLy8v/+OMPvoPSiPT0dIlEcv78+fz8/CdPnhDRtWvXTE1N+Y6Le3FxcUR048aNkpIShUJBRFFRUbxM8tE0ts1fbGxsQUFBr169FApFYmKirr6Bq6urU1NTf/75Z3Nzc7FY/OLFC119pUxxcbFEImFjpnVbVVVVXl5er169+A5Es06ePPnw4cPU1FR7e/tff/1VJBLx/gZW7z02YMAAzsbBK7c6mjt3rtqNNDkOftOmTUR07ty5Wse7du0qFArVvq/qDhw4wCI8dOhQvRU2b97MKoSHh6vRPnvEAwAAAABQrylTpnDWB//8+XNWUG5Kqgnsq9LgwYNrHXdycrp161Zubq6tra3m7k5EQ4YMYYVnz57VW0G5aZF6Q3pmzZoVExNTcx39ViOTyYqLizW3RIlIJJo8efL333//6quvaugWxcXFxsbGxsbGGmpfRXK5vLCwUMUdBlSRn5/PYQ9QYWGhubm5ctGkNmLJkiUmJiabNm2SSqXBwcH3798PDw/nOyiN2LFjx4ULF86fP19UVHTz5s2NGzdev35duY+ELrl8+fJXX3114cIFPT29wsLCOXPm/PDDDyNHjuQ7Lu5lZmZOnz5927ZtgwYN6ty586hRoz7++ON58+bxHZdGuLu7+/j4/Pvf/+7QocPixYt79OjBetZ0VWVlZVVVVceOHfkOROM4/5+rLeP2f9UWUu895uDgwFkGz1aGoYYHiHOCjVGpO9LD3t7+1q1biYmJms7gnZ2dTUxMKisr2ZpEdbEHx9bW1o6Ojmq0LxAIlAOEdEx6erpcLu/evfuIESP4jgXaHAsLC1NT09dee42Ijh8/bmxsrKvvExsbG0NDw1deeYWIMjIyiGjYsGE6mR+w+Z1Dhgzp2bMne0jbv39/nfyxskWN+/btO2nSJCLS09Pr1auXTr5SItLX1+/evbu7uzsRmZmZWVtb6+orBWjjOFuLRrmOeHx8PFdt1iUWiwUCgb6+fq3jbFBvWVmZ5m7NGBsbe3l5EdH169fZGsA1ZWZm3r9/n4imT5+ORSEBAAAAQBM4y+D79OnTo0cPIjpz5kxCQkLdCo8ePQoODm7hXYqLi+vd14YdVG8TpeZiz0YrKysDAwNrndqwYYNCoSCiBQsWtEIkAAAAANAOcZbBCwQCNhhOKpVOmDDhxIkTBQUFFRUVSUlJR48enTFjhouLy9OnT+teKBKJXvyPMgWv9yARmZiY1DtGvLq6mv7XE686Hx+f3r179+7dOy0tTfWrPD09PTw8iCgoKIgt58wEBwfv27ePiKZNm+bq6tqsSAAAAAAAVMTlevDz5s0LCwuLiIjIycnx8fGpddbS0nLcuHF1r5o6deq9e/dqHax5ub+/v3KBFysrq4KCgurq6lrz8CQSCf1vMKLq8vPzMzMziai5qzeGhoaOHDkyJydn8eLFISEhDg4OsbGxiYmJ9L89YpvVGgAAAACA6rjck1VPT+/MmTMBAQG11jMZMGDA1q1bMzIyZs6c2cJbsBxdue6NEkvEW20TpZ49e0ZFRbGpPFFRUSdPnmTp+6RJkyIjIzU9mxYAAAAA2jMu++CJyMjIaO3atatWrYqLiysoKLC0tBQKhTY2No1ccvfuXdXb79+//19//ZWYmOjg4FDz+OPHj01MTOzt7ZsV7dWrV5tVvyZbW9srV65ER0dfvnw5Pz+/V69e7u7uyrUmAQAAAAA0hOMMnjE0NBw+fLgmWp42bdrRo0fv3bvHFu1iEhMT8/LypkyZ0vprKru4uLi4uLTyTQEAAACgPeNyFE0r8PDwMDY2PnjwYEVFhfLgjh07iOjNN9/kLy4AAAAAgFaiZRm8hYXF559/np6e7uPjk5KSUlFRERQUFBwc7OTkNH/+fL6jg8awBfKVO38BAAAAgHo0MopGowICAkQi0e7du8+dO8eODB48+MyZMyYmJvwGBo3r1avXtm3b3Nzc+A4EAAAAQLtpXwavr6+/a9eupUuXXr58ubS0dNiwYR4eHujZbfsEAsF//vMfvqMAAAAA0Hral8EzAwcOHDhwIN9RAAAAAAC0NnRdAwAAAABoE2TwAAAAAADaBBk8AAAAAIA2QQYPAAAAAKBNkMEDAAAAAGgTZPAAAAAAANoEGTy0EqlU6u/vn5uby3cgAAAAANoNGTy0kqysrMDAwDt37vAdCAAAAIB2QwYPrUqhUPAdAgAAAIB2QwYPAAAAAKBNkMEDAAAAAGgTZPAAAAAAANoEGTwAAAAAgDZBBg8AAAAAoE2QwQMAAAAAaBMDvgP4P2VlZU+ePCkrK7Ozs7O3t+c7HJXIZLLU1NSMjAwbG5uBAwcKBPhGBAAAAACa1SYyzgcPHowePdrCwmLkyJFjx451cHBwdHTctWuXTCbjO7QGyeXy7du329nZOTo6jh8/3tnZ2d7efufOnXzHBQAAAAA6jv8Mfvfu3aNHj46MjKy5109SUtKyZcsmTJhQXFzMY2wNkUgk3t7efn5+2dnZRGRqakpEGRkZy5cv9/HxkcvlfAfYFpmbmxsZGXXu3JnvQAAAAAC0G88Z/J07dz799FO5XL5w4cIbN26IRKJ79+5t3ryZ5cTXrl17++232+AungEBAeHh4US0aNGi3Nzc0tLSuLg4b29vIjpx4sSWLVv4DrAt6ty5s0gkGjt2LN+BAAAAAGg3njP4jz76qLq6ev369fv373d1dbW2th41apS/v39kZGT37t2J6OLFi8eOHeM3yFoSExO3bdtGRHPnzg0NDbWxsdHT03N2dg4LC5sxYwYRBQQEpKam8h1mW2RmZsZ3CAAAAABaj88MPjIyMjY21snJ6csvv6x1ytnZefPmzawcHBzc6qE1Zu/evVKp1MTEJDAwsOZxgUAQFBSkr68vlUoPHz7MV3gAAAAAoNv4zOBv375NRJ999pmBQT1L4sydO9fW1paIoqOj29RAmqNHjxKRm5sbe0pQk1AodHNzI6IjR47wEBkAAAAAtAN8ZvBLly51cXHx8vKq96xAIBg8eDARlZWVpaWltWpkDUtJSWGzV4cOHVpvBXY8MTGxoKCgVSMDAAAAgPaBzwze2Nj40qVLrKO9Xl27dmWF3Nzc1gqqCTExMazQUAbv5OTECrGxsa0TEgAAAAC0Kxrc0Sk9Pf3QoUMRERFpaWkVFRW9e/d2cHDw9fX18PBQ1lHm6PVKSEhgBaFQqIkIQ0JCkpOTicjf31/FVQ5FIhEr9OvXr94KyuOYzAoAAAAAmqCRDF4ikWzcuHHLli1SqVR5UCwWP378+OzZs2PHjr169WqTjVRUVLAMvn///nVHnHPi2LFj165dIyJfX18VM/iioiJW6NChQ70VlMutlJSUtDxCAAAAAIBauM/gS0pKpkyZcuvWLSIaOXKkt7e3UCgUiURpaWlhYWFpaWkqdqj/8MMPVVVVRLRs2TLOg1SbMoM3MjKqt4KhoSErIIMHAAAAAE3gOIOXSqUsfTcxMQkJCZk/f37Ns+vWrQsODh4zZkyT7RQXF7N9kVxdXT/66CNug1Ras2aNr68vEdnY2Kh4SWFhISs0mcGXlpa2OEAAAAAAgNo4zuDXrFnDet+PHDkya9asWmeNjIz8/PyabEShUMyfPz8/P9/S0vLHH38UCDQ13XbcuHHNvYQ9FiAiuVxebwXl8ZojiFQXGRm5fPlymUymxrUtVFxcLBKJNDTloHVkZWWZmJioOCBKc0pLS/Py8hwcHDhpTSaTpaSk9OnTp6Evjc2VkZHRsWNHKysrTlrjyrNnzwQCQZ8+faRSaXV1dXFx8csvv8x3UBqRmZkpEomcnJwKCgosLCyIyM3NTV9fn++4uMf6OyZMmJCdnc1GQi5ZsoS9ZB0jkUiI6LPPPps/f36PHj3kcvmOHTva2l6EXCkuLt63b9+ePXvMzMzy8vKePXumq7+qTEFBQVVVVY8ePfgORONKSkoKCgrs7e35DkTjqqqq0tPT7e3t613KvPWp9x6bMmUKl9GnpqZu3bqViLy8vOqm76pbv3796dOnLS0tL1261PibKS0tjW2P6ufnx1XC1Dhzc3NWUKbytSiPW1paqtF+p06dHB0dG2pco4qKijp06NA6/4waIhAIOnTooPoTFQ0pLi42MDDgMIOvqKhwcHDgKoOXy+XW1ta8f8+p5fnz5/r6+nZ2dtXV1QUFBewl8x2URpSWlorFYqFQaGRkZGJikp6eLhQKlc/udMnz58/Zl0+FQtGrV6+///67e/fu3bp14zsu7pWWlj5+/NjW1tbIyMje3v7p06edOnXS1TdwXFyctbW1iYlJx44dxWKxmZmZrr5SpkOHDlVVVX369OE7EI0rLi42MjLS7Z8mU1VVVVVV1bdv3zbSdWJqaiqRSJr7HnNwcCAFdz788EPW7r1799Ru5PvvvyciS0tLVRqZOXOmiYkJEd26dUvtOzbL6tWr2WuMiYmpt8LNmzdZhe+++651QgLQAe7u7p6enqy8ZMkSR0dHfuPRnJUrV3bv3p2VQ0NDiUgsFvMbkoaEhYURUWZmpkKhiI6OJqIrV67wHZRGJCUlEdHp06fZX/X19b/99lt+Q9Ica2vr1atXs/KoUaNmz57NbzwA7RZnffByufzUqVNE5OLiMmrUKPUaCQ0N/fTTT1nve5ONXLly5fz582+88ca5c+fUu50alI+AG5qompOTwwrq9cEDtE9vv/22sbExK3t6evbu3ZvfeAAAANoyzjL4uLg4tgups7Ozei0cPXrU19fXwsJClfRdKpV+8sknU6dONTU1Ve926unSpQsrJCcnv/baa3UrsAXmiUi9ccZPnz5dv369emPoW6iwsDAnJ+ell15q/VtzJTk52czMrJE9wlqHWCx+/vy52r8ItchkskePHr300kvKBLeF/v77786dOyvfyW3Knj17qqqq2Ng5Hx8fvsPRiEePHhUWFk6cODErK4t9fM2fP19XR9EQ0cKFC9lYGiJav359SEgI33Fxj61bsHXr1s8//7xv375yufzIkSMPHjzgOy6NKCsrO3Xq1G+//WZpaZmYmJidna2rv6pMdna2RCJpD6PDi4qKsrKyBg0axHcgGldVVRUfHz948OA2Mg4+Ozu7srKyueOX3njjDc6iZx/WVGNT0mY5ffr0/PnzzczMIiIiVOnCDw4Ojo+P37lz54EDB9S4ndqGDBnCCs+ePau3gjKDV+/XoKSkJCUlhZcMvqSkRCQSsVFJWionJ8fExKS8vJzfMEpLSwsKClJSUjhpTSaTFRQUpKamcjUOPjc3t7y8vLi4mJPWuFVQUFBdXa1QKPgORIOKiopkMllGRkZBQQGbV5OWltZGhmNyi81kZa+UvcCcnBydXKSLzWTNzc0ViUQsJxCJRFx9ArQ1MpmssLBQoVAUFxdLJBKFQqGrr5RpDx9KDPufq6G9bnQJm22VmpraRj54//nnHzVmP+bk5HA2Dv78+fOs0TVr1jT32oiICCMjIzMzs5s3b6pSPy8vz8rKytXVVaFQvPvuu9SK4+ArKytZjjtp0qR6K7CvH9bW1nK5vHVCAgAtgnHwugfj4AGg9XG2UOPAgQNZIT4+vlkX3rhxY8aMGQYGBhcuXKh3XEpdq1atKioq2rhxY7OjbDFjY2MvLy8iun79en5+fq2zmZmZ9+/fJ6Lp06fr6em1fngAAAAAoPM4y+D79OnDFrM8c+ZMQkJC3QqPHj0KDg6udfD+/fuenp5EdO7cuddff12VGz18+HD//v0zZ85UsT7n5s2bR0SVlZWBgYG1Tm3YsEGhUBDRggULeIgMAAAAANoBzsbBCwSCTZs2vffee1KpdMKECd9///24cePMzMyysrLu379/4sSJs2fP1tpdNTk5efLkySUlJTNnzkxISEhISFAoFDKZrO4ocG9vbzs7OyJSKBTLly83MDD49ttvWx6zj4/P3bt3iejmzZuq72Tk6enp4eFx8eLFoKAgJyenDz74gB0PDg7et28fEU2bNs3V1bXl4QEAAAAA1MXlPNx58+aFhYVFRETk5OTUnZxuaWlZaw/Up0+fsqlO4eHh4eHhjbQ8bNgwlsH//PPPd+7cWbFiRd++fVsecH5+fmZmJhE1dw/U0NDQkSNH5uTkLF68OCQkxMHBITY2NjExkYiEQqFOLrYAAAAAAG0EZ6NoiEhPT+/MmTMBAQHW1tY1jw8YMGDr1q0ZGRkzZ85sSfulpaVffPFFly5dvv7665ZF2lI9e/aMiopyd3cnoqioqJMnT7L0fdKkSZGRkbyvZggAAAAAOozjtTCNjIzWrl27atUqtjy8paWlUChsaJf7qVOnKpqzQtOff/6ZnZ1tamo6bNgw5UE2nfStt94yMTGZOHHinj17VG/w6tWrqleuxdbW9sqVK9HR0ZcvX87Pz+/Vq5e7u7tyrUkAAAAAAA3RyGr2hoaGw4cP57zZnj17srUja7p06VJZWdmQIUO6deumXA+n1bi4uLi4uLTyTQEAAACgPWsT+1GpaMSIEYcPH6510NXVNT8/f82aNWPGjOElKgAAAACA1sTlOHgAAAAAANA0ZPAAAAAAANoEGTwAAAAAgDbRpnHw9bp58ybfIQAAAAAAtB70wQMAAAAAaBNk8AAAAAAA2gQZPAAAAACANkEGDwAAAACgTZDBAwAAAABoE2TwAAAAAADaBBk8AAAAAIA2QQYPAAAAAKBNkMEDAAAAAGgTZPAAAAAAANoEGTwAAAAAgDZBBg8AAAAAoE2QwQMAAAAAaBNk8AAAAAAA2gQZPAAAAACANkEGDwAAAACgTQz4DuD/lJWVPXnypKyszM7Ozt7enu9wVCKTyVJTUzMyMmxsbAYOHCgQ4BsRAAAAAGhWm8g4Hzx4MHr0aAsLi5EjR44dO9bBwcHR0XHXrl0ymYzv0Bokl8u3b99uZ2fn6Og4fvx4Z2dne3v7nTt38h0XAAAAAOg4/jP43bt3jx49OjIyUqFQKA8mJSUtW7ZswoQJxcXFPMbWEIlE4u3t7efnl52dTUSmpqZElJGRsXz5ch8fH7lczneAAAAAAKCzeM7g79y58+mnn8rl8oULF964cUMkEt27d2/z5s0sJ7527drbb79dM7NvIwICAsLDw4lo0aJFubm5paWlcXFx3t7eRHTixIktW7bwHSAAAAAA6CyeM/iPPvqourp6/fr1+/fvd3V1tba2HjVqlL+/f2RkZPfu3Yno4sWLx44d4zfIWhITE7dt20ZEc+fODQ0NtbGx0dPTc3Z2DgsLmzFjBhEFBASkpqbyHSYAAAAA6CY+M/jIyMjY2FgnJ6cvv/yy1ilnZ+fNmzezcnBwcKuH1pi9e/dKpVITE5PAwMCaxwUCQVBQkL6+vlQqPXz4MF/hAQAAAIBu4zODv337NhF99tlnBgb1LIkzd+5cW1tbIoqOjm5TA2mOHj1KRG5ubuwpQU1CodDNzY2Ijhw5wkNkAAAAANAO8JnBL1261MXFxcvLq96zAoFg8ODBRFRWVpaWltaqkTUsJSWFzV4dOnRovRXY8cTExIKCglaNDAAAAADaBz4zeGNj40uXLrGO9np17dqVFXJzc1srqCbExMSwQkMZvJOTEyvExsa2TkgAAAAA0K5ocEen9PT0Q4cORUREpKWlVVRU9O7d28HBwdfX18PDQ1lHmaPXKyEhgRWEQqEmIgwJCUlOTiYif3//zp07q3KJSCRihX79+tVbQXkck1kBAAAAQBM0ksFLJJKNGzdu2bJFKpUqD4rF4sePH589e3bs2LFXr15tspGKigqWwffv37/uiHNOHDt27Nq1a0Tk6+urYgZfVFTECh06dKi3gpmZGSuUlJS0PEIAAAAAgFq4z+BLSkqmTJly69YtIho5cqS3t7dQKBSJRGlpaWFhYWlpaSp2qP/www9VVVVEtGzZMs6DVJsygzcyMqq3gqGhISsggwcAAAAATeA4g5dKpSx9NzExCQkJmT9/fs2z69atCw4OHjNmTJPtFBcXs32RXF1dP/roo3rrSCSS6upqc3NztaNds2aNr68vEdnY2Kh4SWFhISs0mcGXlpaqEZJMJnv06BEvu7pWV1cXFhZ269at9W/NFZFI1KFDh4Yej7QamUxWUFCg+puqSVlZWT179uSqtfz8fEtLy4bewPwqKyuTSqWWlpZ8B6JBL168qK6ujoyMFIlE6enpRBQTE6N8dqdLUlJSiOjRo0dRUVHs8/DZs2c6+cPNzMwkouTk5HPnztnY2CgUiszMzIcPH/Idl0bIZLKcnJzLly+bmZmVlZUVFhbq6itlysvLq6qqrKys+A5E46RSqUgk0uocQHXZ2dk9evTgO4r/R733WJ8+fUjBKeXK7idPnlS7EblcPn36dCKytLRMSUmpW+HAgQNDhw4VCAREZGdnt2nTpoqKihZE3QyLFi1iLzApKaneCtHR0ayCn5+fGu0fP36co7cEAAAAAOggDw8PLvvgU1NTt27dSkReXl6zZs1Su53169efPn3a0tLy0qVL9vb2NU/J5fI5c+YcO3Zs4sSJCxcuNDMzO3ny5FdffXXt2rWLFy+ynF6jlF3+bIRPXcrj6nU1zZgx4/r16w01rlE60AdfWFhobGxsamrKbxhSqbSgoKCRRZaai9s++IKCAgsLC2NjY64a5FBpaalUKtXt7q7Q0NA//vjj559/LigoiI6ODgoKOnPmDO9vWk24du3aN99888svv0gkksrKSl9f361btw4bNozvuLiXnZ09f/78devW2dvb29jYeHh4vP/++z4+PnzHpREzZsyYPn26p6enqanp559/bmtru2rVKr6D0qDS0tLq6mpra2u+A9E4qVT6zz//cPj0uC3j9n/VFiorK6uqqmrue8zZ2ZnLDD4wMJBNXW3J7/OOHTvWrl3L0vdRo0bVOrtz586TJ0/+9NNPc+fOZUfef//9iRMnXr58+ZdffnnnnXfUvq+KLCwsWEFDGbyBgcHrr7+uXmwA0PZdu3YtMjJy8uTJRCSXywUCwYQJE3Qyg//nn3+IyNXVtWfPnmwd3uHDh7u7u/MclgawNc2GDh06bdo0ItLT03N0dJwwYQLfcWmEoaGhvb397Nmzieibb76xsbHR1VcK0MZxlsHL5fJTp04RkYuLS93MW0WhoaGffvppQ+k7EU2dOjUvL0+ZvisP/v7777dv327NDL6hiao5OTmsoPZwz5KSkppr+LQmqVRa7/642kImk+nr6/MdBRHXkXDbWlv+KSsUCrlc3kZ+LGvPdAAAKZhJREFUiBry/vvve3p6FhYWymSyiRMn/v777xKJRCKR8B0X98rKyohILBYbGxsXFxcTUUlJiXIqkS4Ri8VEVFpaWlBQwN69FRUVOvlKiUihUFRWVrJXKpVKq6qqdPWVKrWd/1k0Da+UL2rE07FjR87GwSu3Opo7d656Lfz8888CgaBjx4737t1r1oWrV68mopUrV6p332Y5cOAAe5mHDh2qt8LmzZtZhfDwcDXaP3PmDGfvCAAAAADQOdOnT+esK+758+esoNyUtFlOnz49f/58MzOziIiIZnXhV1VV/fzzz0TEJr9q2pAhQ1jh2bNn9VZgj1OJaNCgQWq0P3bs2P379/PSB19SUpKbm+vo6Nj6t+ZKenq6ubm5ikv7a055eXlGRsaAAQM4aU2hUMTFxQ0aNIirDoOUlJTOnTu3zSVB8vLyJBJJ7969+Q5E48rKyjIzM9X7tNQWf/31V2ho6KZNm7KysqysrL755hs/Pz+ufi/alPz8/K+//vqjjz4yMDDo16/fp59+OmPGjIkTJ/Idl0b4+fmNGzdu8ODBVlZWe/bs6dy58wcffMB3UBqUn59fWVmJDyVdIpfLHz9+PHjwYD09Pb5jIVL3PTZy5EjO+uDPnz/PGl2zZk1zr42IiDAyMjIzM7t582azLszNzfX09CSid999t7k3VU9lZaWJiQkRTZo0qd4K7OuHtbW1XC5vnZAAANqgsLAwIsrMzFT8b5GuK1eu8B2URiQlJRHR6dOn2V/19fW//fZbfkPSHGtr69WrV7PyqFGjZs+ezW88AO0WZ4u3DBw4kBXi4+ObdeGNGzdmzJhhYGBw4cKF1157TcWrZs+ePWjQIDs7u3Pnzi1atCg0NLR54arL2NjYy8uLiK5fv56fn1/rbGZm5v3794lo+vTpbeS7HQAAAADoGM4y+D59+rDl8c+cOZOQkFC3wqNHj4KDg2sdvH//PutEP3fuXLPWYKmoqOjQoYO5ubmenl5FRYVy/mgrmDdvHhFVVlYGBgbWOrVhwwaFQkFECxYsaLV4AAAAAKBd4WwcvEAg2LRp03vvvSeVSidMmPD999+PGzfOzMwsKyvr/v37J06cOHv2bK3dVZOTkydPnlxSUjJz5syEhISEhASFQiGTyeqOAvf29razs6t55OzZs0SkUChu3rw5a9asy5cv//HHH8pB6iry8fG5e/cuEd28eVMoFKp4laenp4eHx8WLF4OCgpycnJRDAIODg/ft20dE06ZNc3V1bVYkAAAAAAAq4nJRuXnz5oWFhUVEROTk5NTdzMLS0nLcuHE1jzx9+pStQhUeHh4eHt5Iy8OGDauVwTN6enqvv/56aGjojBkzFixY8NdffzVr7Ep+fj7bDVsmk6l+FRGFhoaOHDkyJydn8eLFISEhDg4OsbGxiYmJRCQUCkNCQprVGgAAAACA6rjcxFRPT+/MmTMBAQG1dpYaMGDA1q1bMzIyZs6cyeHtlLy8vExNTaOiouLi4jTRfl09e/aMiopiW5NERUWdPHmSpe+TJk2KjIzkcDNOAAAAAIBaON7YxcjIaO3atatWrYqLiysoKLC0tBQKhQ1t0jt16lQ2aryF9PX1u3TpkpGR8fz582YNpLl69araN7W1tb1y5Up0dPTly5fz8/N79erl7u7e3GE8AAAAAADNpZGtGQ0NDYcPH66Jlv/666+XX3651kGJRJKVlUVEzs7OmrhpI1xcXFxcXFr5pgAAAADQnnE5iqYVvPXWW2yN4ZpCQ0NlMpmzs3OfPn14iQoAAAAAoNVoWQa/bt26OXPmvPXWW1euXCkpKfnnn39++OGHlStXGhgYHDp0iO/oAAAAAAA0TiOjaDRn/vz51tbWn3zyyYQJE5QH7e3tDx06NGLECB4DAwAAAABoHVqWwRPRm2++OXny5OvXr//1118GBgYjRowYPXq0qakp33EBAAAAALQG7cvgicjIyOiNN9544403+A4EAAAAAKC1adk4eAAAAACAdg4ZPAAAAACANkEGDwAAAACgTZDBAwAAAABoE2TwAAAAAADaBBk8AAAAAIA2QQYPAAAAAKBNkMEDAAAAAGgTZPAAAAAAANoEGTwAAAAAgDZBBg8AAAAAoE2QwQMAAAAAaBNk8AAAAAAA2gQZPAAAAACANkEGDwAAAACgTQz4DuD/lJWVPXnypKyszM7Ozt7enu9wVCKTyVJTUzMyMmxsbAYOHCgQ4BsRAAAAAGhWm8g4Hzx4MHr0aAsLi5EjR44dO9bBwcHR0XHXrl0ymYzv0Bokl8u3b99uZ2fn6Og4fvx4Z2dne3v7nTt38h0XAAAAAOg4/jP43bt3jx49OjIyUqFQKA8mJSUtW7ZswoQJxcXFPMbWEIlE4u3t7efnl52dTUSmpqZElJGRsXz5ch8fH7lczneAAAAAAKCzeM7g79y58+mnn8rl8oULF964cUMkEt27d2/z5s0sJ7527drbb79dM7NvIwICAsLDw4lo0aJFubm5paWlcXFx3t7eRHTixIktW7bwHSAAAAAA6CyeM/iPPvqourp6/fr1+/fvd3V1tba2HjVqlL+/f2RkZPfu3Yno4sWLx44d4zfIWhITE7dt20ZEc+fODQ0NtbGx0dPTc3Z2DgsLmzFjBhEFBASkpqbyHSYAAAAA6CY+M/jIyMjY2FgnJ6cvv/yy1ilnZ+fNmzezcnBwcKuH1pi9e/dKpVITE5PAwMCaxwUCQVBQkL6+vlQqPXz4MF/hAQAAAIBu4zODv337NhF99tlnBgb1LIkzd+5cW1tbIoqOjm5TA2mOHj1KRG5ubuwpQU1CodDNzY2Ijhw5wkNkAAAAANAO8JnBL1261MXFxcvLq96zAoFg8ODBRFRWVpaWltaqkTUsJSWFzV4dOnRovRXY8cTExIKCglaNDAAAAADaBz4zeGNj40uXLrGO9np17dqVFXJzc1srqCbExMSwQkMZvJOTEyvExsa2TkgAAAAA0K5ocEen9PT0Q4cORUREpKWlVVRU9O7d28HBwdfX18PDQ1lHmaPXKyEhgRWEQqEmIgwJCUlOTiYif3//zp07q3KJSCRihX79+tVbQXkck1kBAAAAQBM0ksFLJJKNGzdu2bJFKpUqD4rF4sePH589e3bs2LFXr15tspGKigqWwffv37/uiHNOHDt27Nq1a0Tk6+urYgZfVFTECh06dKi3gpmZGSuUlJS0PEIAAAAAgFq4z+BLSkqmTJly69YtIho5cqS3t7dQKBSJRGlpaWFhYWlpaSp2qP/www9VVVVEtGzZMs6DVJsygzcyMqq3gqGhISsggwcAAAAATeA4g5dKpSx9NzExCQkJmT9/fs2z69atCw4OHjNmTJPtFBcXs32RXF1dP/roI26DVFqzZo2vry8R2djYqHhJYWEhKzSZwZeWlrY4QAAAAACA2jjO4NesWcN6348cOTJr1qxaZ42MjPz8/JpsRKFQzJ8/Pz8/39LS8scffxQI6p9uW1pa2qFDB319fbWjHTduXHMvYY8FiEgul9dbQXm85ggi1SUnJ2/btk0mk6lxbQuJRKKsrCy2/o+Wevbsmbm5eY8ePfgNo6ioKC0tbdiwYZy0JpPJHj58OHToUGNjY04ajI+P79atW+NTUPiSmZkpkUj69u3LdyAaV1hYmJGR0dCEeN3AZhn5+fklJSX16dOHiL777ru2tkMfJ4qLi4lo9+7dGzZscHJyksvlp06dSkpK4jsujSgvLz9//vz169etrKxSU1MLCgo+/PBDvoPSoMzMzMrKyoZmvumSoqKi9PR03f5QYqqqqmJiYoYPH17vUuatT733mJubG5fRp6ambt26lYi8vLzqpu+qW79+/enTpy0tLS9dumRvb1/rrEwm27Fjx86dO9PS0kxMTIYNG7Z06dJ33nmnRaGrzNzcnBWUqXwtyuOWlpZqtP/ixYurV6821LhGlZeXl5aWvnjxovVvzRWRSGRoaGhhYcFvGJWVlWKxmKvlROVy+YsXL0QiEVefNQUFBR06dFBO2GhTxGKxXC5vD7PAKyoqSkpK8vPz+Q5Eg9hzyNu3bxcWFrIPlocPHyrXJ9Al1dXVRBQbG1tSUpKbm6tQKBITE3X1h1tdXZ2amiqXy42NjcVicXl5+R9//MF3UBpUXFwslUrbzpLWmtMePpQYqVSan59fWFjYki5gDqn3HuvUqRMpuKP8In7v3j21G/n++++JyNLSsqFG3n33XT09vbfeeisgIGD27NlsRun777+v9h2bZfXq1ew1xsTE1Fvh5s2brMJ3333XOiEBALRBYWFhRJSZmalQKKKjo4noypUrfAelEay7/fTp0+yv+vr63377Lb8haY61tfXq1atZedSoUbNnz+Y3HoB2i7M+ePbckIhcXFxGjRqlXiOhoaGffvop632vt5FTp04dOXLkl19+efvtt9mRhISESZMm7d+/38PDoyUd/ypS9u82NFE1JyeHFdTrgwcA0A39+vUbOnSotbU1EXXv3t3Z2ZmNpQEAgJbjLIOPi4tjwwacnZ3Va+Ho0aO+vr4WFhYNpe9EtHPnzsmTJyvTdyJ66aWXtm3bNnv27I0bN7ZCBt+lSxdWSE5Ofu211+pWYEM/icjKykqN9vPz83/66Sf1xtC3kFgszsrKeumll1r/1lxJTk62sLDo1q0bv2GUlJSkpaVxNaNALpdHR0cPGTJEOUm6hZ4+fdqtW7dOnTpx0hq3srOzJRJJ3bFzuqe4uPj58+eDBg3iOxDN+ve///3dd9/Fxsa6uLi8++67J0+e5Dsijfjnn3+IKDw8PCwsrH///gqF4tq1aw3NldJ2lZWVd+7cWbRokZWVVXZ2dkVFRWBgIN9BaVBOTk5lZWU7+VDKyMhQO4XTIlKplH0oNTTNspXl5ORUVFQ4ODg066rRo0dzNormt99+Y41u3LhRjct//fVXAwMDCwuLO3fuNFJtwYIFR48erXWwrKxMIBAYGhpWVVWpcetm+euvv9jL/Oqrr+qtsGjRIlbh77//VqP9iIgIHqdW6Onp8XVrHcPtvyR+Ljqp/fxY8UoBoE3RgV/Vd955h7NkUflVRo1ZmJcuXZo9e7axsfGFCxdeffXVRmoGBwfX7Z9m0/JKSkoKCws13f/q7OxsYmJSWVn58OHDeivExcURkbW1taOjoxrtT5o0iU2KAgAArZCcnNyvX7/Tp09PmzaNiAwMDDZv3rxy5Uq+49KITp06ffzxx+vXryei0aNHC4VCNuEBAFoZZ08QBg4cyArx8fHNuvDGjRszZswwMDC4cOFCveNSaurQoUPdlUb+/vvvkpKSTp06tcLwCWNjYy8vLyK6fv163SnbmZmZ9+/fJ6Lp06frwDc8AAAAAGiDOMvg+/Tpw9bhPnPmTL3rhT169Cg4OLjWwfv373t6ehLRuXPnXn/9dfVufeHCBSJSDl/RtHnz5hFRZWVl3cF/GzZsUCgURLRgwYLWCQYAAAAA2hsuR9Fs2rTpvffek0qlEyZM+P7778eNG2dmZpaVlXX//v0TJ06cPXu21u6qycnJkydPLikpmTlzZkJCQkJCgkKhkMlkdcfJeHt729nZ1XvfrKysjRs39u3b98svv2xuzD4+Pnfv3iWimzdvCoVCFa/y9PT08PC4ePFiUFCQk5PTBx98wI4HBwfv27ePiKZNm+bq6trcYAAAAAAAVMHlpMl58+aFhYVFRETk5OT4+PjUOmtpaVlrD9SnT58WFhYSUXh4eHh4eCMtDxs2rN4Mvri4eOrUqYaGhufPn1dj7Zf8/PzMzEwiau4eqKGhoSNHjszJyVm8eHFISIiDg0NsbGxiYiIRCYXCkJCQ5kYCAAAAAKAiLlfS0dPTO3PmTEBAAFsAWGnAgAFbt27NyMiYOXMmh7crLi6ePHlyUVHRrVu3nJycOGy5ST179oyKinJ3dyeiqKiokydPsvR90qRJkZGRtra2rRkMAAAAALQrHC9caGRktHbt2lWrVrHl4S0tLYVCoY2NTb2Vp06dykaNq6G4uHjSpEkFBQU3btxoaIBNk65evarehURka2t75cqV6Ojoy5cv5+fn9+rVy93dfciQIWo3CAAAAACgCo0sPW5oaDh8+HBNtMyIxeJJkyaVlpbevHmT3w5vFxcXFxcXHgMAAAAAgPaGt82D1CYWiydOnFhdXX3t2jXlDqkAAAAAAO2ElmXwRUVFEydOFAgEf/75pxpTVwEAAAAAtJ2WZfALFy588OCBm5vb3Llz2dKTNc8eOHCge/fufMUGAAAAANAKtCyDZ9ugXr9+vd6z5eXlrRsOAAAAAEBr07IM/ubNm3yHAAAAAADAJy7XgwcAAAAAAE1DBg8AAAAAoE2QwQMAAAAAaBNk8AAAAAAA2gQZPAAAAACANkEGDwAAAACgTZDBAwAAAABoE2TwAAAAAADaBBk8AAAAAIA2QQYPAAAAAKBNkMEDAAAAAGgTZPAAAAAAANoEGTwAAAAAgDZBBg8AAAAAoE2QwQMAAAAAaBNk8AAAAAAA2sSA7wD+T1lZ2ZMnT8rKyuzs7Ozt7fkORyUymSw1NTUjI8PGxmbgwIECAb4RAQAAAIBmtYmM88GDB6NHj7awsBg5cuTYsWMdHBwcHR137dolk8n4Dq1Bcrl8+/btdnZ2jo6O48ePd3Z2tre337lzJ99xAQAAAICO4z+D37179+jRoyMjIxUKhfJgUlLSsmXLJkyYUFxczGNsDZFIJN7e3n5+ftnZ2URkampKRBkZGcuXL/fx8ZHL5XwHCAAAAAA6i+cM/s6dO59++qlcLl+4cOGNGzdEItG9e/c2b97McuJr1669/fbbNTP7NiIgICA8PJyIFi1alJubW1paGhcX5+3tTUQnTpzYsmUL3wECAAAAgM7iOYP/6KOPqqur169fv3//fldXV2tr61GjRvn7+0dGRnbv3p2ILl68eOzYMX6DrCUxMXHbtm1ENHfu3NDQUBsbGz09PWdn57CwsBkzZhBRQEBAamoq32ECAAAAgG7iM4OPjIyMjY11cnL68ssva51ydnbevHkzKwcHB7d6aI3Zu3evVCo1MTEJDAyseVwgEAQFBenr60ul0sOHD/MVHgAAAADoNj4z+Nu3bxPRZ599ZmBQz5I4c+fOtbW1JaLo6Og2NZDm6NGjROTm5saeEtQkFArd3NyI6MiRIzxEBgAAAADtAJ8Z/NKlS11cXLy8vOo9KxAIBg8eTERlZWVpaWmtGlnDUlJS2OzVoUOH1luBHU9MTCwoKGjVyAAAAACgfeAzgzc2Nr506RLraK9X165dWSE3N7e1gmpCTEwMKzSUwTs5ObFCbGxs64QEAAAAAO2KBnd0Sk9PP3ToUERERFpaWkVFRe/evR0cHHx9fT08PJR1lDl6vRISElhBKBRqIsKQkJDk5GQi8vf379y5syqXiEQiVujXr1+9FZTHMZkVAAAAADRBIxm8RCLZuHHjli1bpFKp8qBYLH78+PHZs2fHjh179erVJhupqKhgGXz//v3rjjjnxLFjx65du0ZEvr6+KmbwRUVFrNChQ4d6K5iZmbFCSUlJyyMEAAAAAKiF+wy+pKRkypQpt27dIqKRI0d6e3sLhUKRSJSWlhYWFpaWlqZih/oPP/xQVVVFRMuWLeM8SLUpM3gjI6N6KxgaGrICMngAAAAA0ASOM3ipVMrSdxMTk5CQkPnz59c8u27duuDg4DFjxjTZTnFxMdsXydXV9aOPPmqomkwmq6ioMDc3Vy/aNWvW+Pr6EpGNjY2KlxQWFrJCkxl8aWmpelEBAAAAADRGwSnlyu4nT55UuxG5XD59+nQisrS0TElJaahaamqqq6vr9u3b1b6RGhYtWsReYFJSUr0VoqOjWQU/Pz812j9//ry+vj4fbwQAAAAA0AKzZ8/msg8+NTV169atROTl5TVr1iy121m/fv3p06ctLS0vXbpkb29f6+yxY8du3boVHx9//fp1uVzekhupQdnfz0b41KU8bmlpqUb7o0aN2rp1a0ONa1RxcXFOTo5yLR1tlJaWZmZm1vj06FZQVlaWkZExcOBATlpTKBSPHj0aNGhQvdsmqCEpKalz587W1tactMatFy9eVFVV9e7dm+9ANK60tDQzM3PAgAF8B6JxUqk0Pj5+8ODBAgHPW4Brzj///LN169Z58+YpFAoHB4cNGzZMnjz59ddf5zsujVi3bt2//vWvvn37WlpahoWFWVtbz5kzh++gNOjFixcSicTOzo7vQDQOH0p8ycvLq6ysbO57zNXVlcsMPjAwkE1dXbVqldqN7NixY+3atSx9HzVqVN0KP/zwQ1JSkrOz87/+9S822r41WVhYsIKGMvjOnTv7+fmpFxsAALQ+1nv11ltvse1NNm3a5O7u/tlnn/Edl0YEBgb+61//Wr9+PRHduHFDKBR+8cUXfAcF0B5x9v1DLpefOnWKiFxcXOrNvFURGhr66aefNpK+E9HVq1czMzMjIiJee+019cNVlzKDb2iiak5ODiuol8EDAIB2sbOz27lzp7LTPTQ01Nvbm9+QAEDncdYHHxcXx3YhdXZ2Vq+Fo0eP+vr6WlhYNJK+E5Genp6aIXKhS5curJCcnFzvVwi2wDwRWVlZqdH+rVu33n///ZqrcLaa8vLykpIS1Sf1tkEFBQVGRkYdO3bkN4yKigqxWNzIVmXNIpfLc3Nzu3btqpwk3UJ5eXmmpqZqz//WKLFYLJPJOnXqxHcgGldRUVFcXKzVv24qkkqleXl5NjY2Oj/D57vvvsvJyenUqZOxsTHrotZJYrF4165d33//vbGxcXFxcXx8fN++ffkOSoPEYrFUKlVxvWmtxu3/XG1ZW/tQUu89NmPGDM4y+OfPn7OCegOpT58+PX/+fDMzs4iICLW78FvBkCFDWOHZs2f1VlBm8IMGDVKj/V69ek2YMIGXDL6wsDA7O1u9sNuIpKQkc3Nz3j+AiouL09PTBw8ezElrMpksJiZm8ODBDS1/1FxPnz7t0qWL8rtom5KVlSWRSBwcHPgOROOKiooyMzPV7u/QIlVVVXFxccOGDWsj/1lqVExMjKOjo3JXEJ30448/2tvbd+zY0crK6s6dOxYWFuPHj+c7KA3Kzs6urKxsDx9KYrE4IyODq/+52rK29qGk3nvslVde4SyDV04IUGMW5qVLl2bPnm1sbHzhwoVXX32Vq5A0wdnZ2cTEpLKy8uHDh/VWiIuLIyJra2tHR0c12hcKhcHBwS0KEQAAQDNOnDgxdepU9pBh9OjRQqFwz549fAcF0B5xNg5eufJGfHx8sy68cePGjBkzDAwMLly4wMvQ9mYxNjZmc5WuX7+en59f62xmZub9+/eJaPr06fyO9gEAAAAAXcVZBt+nT58ePXoQ0ZkzZxISEupWePToUd3e5fv373t6ehLRuXPntGXtrXnz5hFRZWVlYGBgrVMbNmxQKBREtGDBAh4iAwAAAIB2gMtRNJs2bXrvvfekUumECRO+//77cePGmZmZZWVl3b9//8SJE2fPnq21u2pycvLkyZNLSkpmzpyZkJCQkJCgUChkMlndUeDe3t6aWI3Vx8fn7t27RHTz5k2hUKjiVZ6enh4eHhcvXgwKCnJycvrggw/Y8eDg4H379hHRtGnTXF1dOY8WAAAAAIA4zOCJaN68eWFhYRERETk5OT4+PrXOWlpajhs3ruaRp0+fFhYWElF4eHh4eHgjLQ8bNkwTGXx+fn5mZiYRyWSyZl0YGho6cuTInJycxYsXh4SEODg4xMbGJiYmEpFQKAwJCeE8VAAAAAAAhsv9qPT09M6cORMQEFBru8cBAwZs3bo1IyNj5syZHN6ORz179oyKinJ3dyeiqKiokydPsvR90qRJkZGRvK+FAgAAAAA6jMs+eCIyMjJau3btqlWr2PLwlpaWQqGwoTWPp06dykaN8+Xq1atqX2tra3vlypXo6OjLly/n5+f36tXL3d1dudYkAAAAAICGcJzBM4aGhsOHD9dEy22Ni4uLi4sL31EAAAAAQDvC5SgaAAAAAADQNI30wWvUhQsX2K5JbBmZP/74o7KykohGjx7t5ubGc3AAAAAAABqmfRn8iRMnDh06pPzruXPnzp07R0T+/v7I4AEAAABA52lfBn/w4MGDBw/yHQUAAAAAAD8wDh4AAAAAQJsggwcAAAAA0CbI4AEAAAAAtAkyeAAAAAAAbYIMHgAAAABAmyCDBwAAAADQJsjgAQAAAAC0CTJ4AAAAAABtggweAAAAAECbIIMHAAAAANAmyOABAAAAALQJMngAAAAAAG2CDB4AAAAAQJsggwcAAAAA0CbI4AEAAAAAtAkyeAAAAAAAbYIMHgAAAABAmxjwHcD/KSsre/LkSVlZmZ2dnb29Pd/hqEQmk6WmpmZkZNjY2AwcOFAgwDciAAAAANCsNpFxPnjwYPTo0RYWFiNHjhw7dqyDg4Ojo+OuXbtkMhnfoTVILpdv377dzs7O0dFx/Pjxzs7O9vb2O3fu5DsuAAAAANBx/Gfwu3fvHj16dGRkpEKhUB5MSkpatmzZhAkTiouLeYytIRKJxNvb28/PLzs7m4hMTU2JKCMjY/ny5T4+PnK5nO8AAQAAAEBn8ZzB37lz59NPP5XL5QsXLrxx44ZIJLp3797mzZtZTnzt2rW33367ZmbfRgQEBISHhxPRokWLcnNzS0tL4+LivL29iejEiRNbtmzhO0AAAAAA0Fk8Z/AfffRRdXX1+vXr9+/f7+rqam1tPWrUKH9//8jIyO7duxPRxYsXjx07xm+QtSQmJm7bto2I5s6dGxoaamNjo6en5+zsHBYWNmPGDCIKCAhITU3lO0wAAAAA0E18ZvCRkZGxsbFOTk5ffvllrVPOzs6bN29m5eDg4FYPrTF79+6VSqUmJiaBgYE1jwsEgqCgIH19falUevjwYb7CAwAAAADdxmcGf/v2bSL67LPPDAzqWRJn7ty5tra2RBQdHd2mBtIcPXqUiNzc3NhTgpqEQqGbmxsRHTlyhIfIAAAAAKAd4DODX7p0qYuLi5eXV71nBQLB4MGDiaisrCwtLa1VI2tYSkoKm706dOjQeiuw44mJiQUFBa0aGQAAAAC0D3xm8MbGxpcuXWId7fXq2rUrK+Tm5rZWUE2IiYlhhYYyeCcnJ1aIjY1tnZAAAAAAoF3R4I5O6enphw4dioiISEtLq6io6N27t4ODg6+vr4eHh7KOMkevV0JCAisIhUJNRBgSEpKcnExE/v7+nTt3VuUSkUjECv369au3gvI4JrMCAAAAgCZoJIOXSCQbN27csmWLVCpVHhSLxY8fPz579uzYsWOvXr3aZCMVFRUsg+/fv3/dEeecOHbs2LVr14jI19dXxQy+qKiIFTp06FBvBTMzM1YoKSlpeYQAAAAAALVwn8GXlJRMmTLl1q1bRDRy5Ehvb2+hUCgSidLS0sLCwtLS0lTsUP/hhx+qqqqIaNmyZZwHqTZlBm9kZFRvBUNDQ1ZABg8AAAAAmsBxBi+VSln6bmJiEhISMn/+/Jpn161bFxwcPGbMmCbbKS4uZvsiubq6fvTRR/XWqaqqKi8vt7KyUjvaNWvW+Pr6EpGNjY2KlxQWFrJCkxl8aWmpGiEVFRWdOnVKJpOpcW0LFRcXZ2VlDRw4sPVvzZWUlBQLC4vGh2a1Ajb3etCgQZy0plAoYmJiBg8eXO+STWp49uxZt27dWvKLozm5ubkSiaRPnz58B6JxJSUlz58/f+mll/gOROOkUmlcXNywYcP09PT4jkXjHj161L9/fxMTE74D0SCJRBIVFfXFF19YWVnl5eXJZLK9e/fyHZQGvXjxorKysj18KJWWlmZkZLSHDyWZTPbo0aO286Gk3nts+PDhpOCUcmX3kydPqt2IXC6fPn06EVlaWqakpNStEBMT88YbbwgEAiISCoUhISEtCLl5Fi1axF5gUlJSvRWio6NZBT8/PzXa/+2339rIWwoAAAAA2qBZs2Zx2Qefmpq6detWIvLy8po1a5ba7axfv/706dOWlpaXLl2yt7evdfbhw4fjxo0TCAT/+c9/rK2tw8PDfX19s7Ky1q9f36LoVWNubs4KbIRPXcrjlpaWarTv6elZXFxcXV2tXnjtnEKhaCPff7iNpO28LuBQ+/mx4pXqEgcHhw8++MDf319PT++NN96ws7Pbv38/30EBN9rDG7htUuNf3tLSkssMPjAwkE1dXbVqldqN7NixY+3atSx9HzVqVK2zCoXi/fffl0qld+/eZes5fvHFFx4eHps2bZo9ezZX4xYaYWFhwQoayuCpxpcEAACANqVz5849evTo1KkTEXXr1s3W1tba2prvoADaI84yeLlcfurUKSJycXGpm3mrKDQ09NNPP20ofSeimJiY2NjYZcuWKZdj19fXDwwMHD58eGBg4E8//aR2/CpSZvANTVTNyclhBfUy+Kqqqjt37tRcw6fVSCSSgoKCnj17tv6tuZKXl2dqasr7V6Dq6uoXL1706tWLqwZTU1OFQiFXXSO5ubmWlpYNLabEL/YASsWFobRaVVVVfn6+Vv+6qUihUKSlpdV9mqqTMjIyevbsqa+vz3cgGvT9998bGRn9/PPPFhYWH3/8sb6+/h9//MF3UBpUUlIikUi6dOnCdyAaV1VVlZeXx+H/XG1Zampq2/lQKikpqaysbO4UvgEDBnCWwcfFxbFdSJ2dndVr4ejRo76+vhYWFg2l70QUERFBRJMmTap50MXFpWvXrjdv3lTvvs2i/DVOTk5+7bXX6lZgC8wTkXozBc+cOePj46NudAAAAACg4zw8PDjL4J8/f84Kyk1Jm+X06dPz5883MzOLiIhopAuffdcfPHhwreNOTk63bt3Kzc1tZIdXTgwZMoQVnj17Vm8FZQav3pCeWbNmxcTE8NIHL5VKi4uL2bNRLSUWi01MTIyNjfkNQy6Xi0QiDvts8vLyunXrxlVrhYWFZmZmDS2mxK+Kiorq6uqOHTvyHYjGyWSyoqKi9vC0gbh+A7dlBQUFnTt3bg8jiYuKikxNTdvmxwi38KGkk9rUh1JlZWVVVVVz32P29vacZfBsZRhqeIB4Iy5dujR79mxjY+MLFy68+uqrjdRkY1TqPnq2t7e/detWYmKipjN4Z2dnExOTysrKhw8f1lshLi6OiKytrR0dHdVoXyAQKAcIAQAAAADUJeCqIeU64vHx8c268MaNGzNmzDAwMLhw4UK941JqEovFAoGg7ihDNqi3rKysWbdWg7GxsZeXFxFdv349Pz+/1tnMzMz79+8T0fTp09tDNwwAAAAAtD7OMvg+ffr06NGDiM6cOZOQkFC3wqNHj4KDg2sdvH//vqenJxGdO3fu9ddfb/IuxcXF9e5rww6qt4lSc82bN4+IKisrAwMDa53asGGDQqEgogULFrRCJAAAAADQDnE5imbTpk3vvfeeVCqdMGHC999/P27cODMzs6ysrPv37584ceLs2bO1dldNTk6ePHlySUnJzJkzExISEhISFAqFTCarOwrc29vbzs6OiExMTMrLy+venS2g3tzlNXx8fO7evUtEN2/eFAqFKl7l6enp4eFx8eLFoKAgJyenDz74gB0PDg7et28fEU2bNs3V1bVZkQAAAAAAqIjL9eDnzZsXFhYWERGRk5NTd0EVS0vLcePG1Tzy9OnTwsJCIgoPDw8PD2+k5WHDhrEM3srKqqCgoLq62tDQsGYFiURCzV/+JT8/PzMzk4hkMlmzLgwNDR05cmROTs7ixYtDQkIcHBxiY2MTExPpf3vENqs1AAAAAADVcTaKhoj09PTOnDkTEBBQa3+HAQMGbN26NSMjY+bMmS28BcvRleveKLFEXO1NlJqrZ8+eUVFR7u7uRBQVFXXy5EmWvk+aNCkyMlLTs2kBAAAAoD3TY+O2uVVdXc2Wh7e0tBQKhTY2Nly1/M477xw9ejQiIqLWkvA2NjbFxcUFBQVmZmZc3UsV0dHRly9fzs/P79Wrl7u7u3KtSQAAAAAADeFyFI2SoaHh8OHDNdHytGnTjh49eu/evZoZfGJiYl5e3pQpU1o5fSciFxcXFxeXVr4pAAAAALRnXI6iaQUeHh7GxsYHDx6sqKhQHtyxYwcRvfnmm/zFBQAAAADQSrQsg7ewsPj888/T09N9fHxSUlIqKiqCgoKCg4OdnJzmz5/Pd3QAAAAAABqnkXHwGiWTyT755JPdu3crIx88ePCZM2fs7e35DQwAAAAAoBVoXwbPPHny5PLly6WlpcOGDfPw8BAItOxhAgAAAACAev4/C25p5OYxifUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1003x764 at 0xA1F328A90>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit with reversed bit order\n",
    "circuit.draw(output='latex', reverse_bits=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1003x753 at 0xA1F3470F0>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit without barriers\n",
    "circuit.draw(output='latex', plot_barriers=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1003x754 at 0xA1F347518>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit without barriers and reverse bit order\n",
    "circuit.draw(output='latex', plot_barriers=False, reverse_bits=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Backend specific customizations\n",
    "\n",
    "There are also some options available to customize the output diagram which only work for a specific backend. The `line_length` kwarg for the `text` backend which can be used to set a maximum width for the output. When a diagram is wider than that it will wrap the diagram below. The `mpl` backend has the `style` kwarg which is used to customize the output. The `scale` option is used by the `mpl` and `latex` backends to adjust the size of the output image, it's a multiplicative adjustment factor used to scale the output size. The `style` kwarg takes in a dict with many different options in it. It provides a high level of flexibility and enables things like changing colors, changing rendered text for different types of gates, different line styles, etc. The list of available options for this are:\n",
    "\n",
    "- **textcolor** (str): The color code to use for text. Defaults to\n",
    "            `'#000000'`\n",
    "- **subtextcolor** (str): The color code to use for subtext. Defaults to\n",
    "    `'#000000'`\n",
    "- **linecolor** (str): The color code to use for lines. Defaults to\n",
    "    `'#000000'`\n",
    "- **creglinecolor** (str): The color code to use for classical register lines\n",
    "    `'#778899'`\n",
    "- **gatetextcolor** (str): The color code to use for gate text `'#000000'`\n",
    "- **gatefacecolor** (str): The color code to use for gates. Defaults to\n",
    "    `'#ffffff'`\n",
    "- **barrierfacecolor** (str): The color code to use for barriers. Defaults to\n",
    "    `'#bdbdbd'`\n",
    "- **backgroundcolor** (str): The color code to use for the background.\n",
    "    Defaults to `'#ffffff'`\n",
    "- **fontsize** (int): The font size to use for text. Defaults to 13\n",
    "- **subfontsize** (int): The font size to use for subtext. Defaults to 8\n",
    "- **displaytext** (dict): A dictionary of the text to use for each element\n",
    "    type in the output visualization. The default values are:\n",
    "    {\n",
    "        'id': 'id',\n",
    "        'u0': 'U_0',\n",
    "        'u1': 'U_1',\n",
    "        'u2': 'U_2',\n",
    "        'u3': 'U_3',\n",
    "        'x': 'X',\n",
    "        'y': 'Y',\n",
    "        'z': 'Z',\n",
    "        'h': 'H',\n",
    "        's': 'S',\n",
    "        'sdg': 'S^\\\\dagger',\n",
    "        't': 'T',\n",
    "        'tdg': 'T^\\\\dagger',\n",
    "        'rx': 'R_x',\n",
    "        'ry': 'R_y',\n",
    "        'rz': 'R_z',\n",
    "        'reset': '\\\\left|0\\\\right\\\\rangle'\n",
    "    }\n",
    "    You must specify all the necessary values if using this. There is\n",
    "    no provision for passing an incomplete dict in.\n",
    "- **displaycolor** (dict): The color codes to use for each circuit element.\n",
    "    By default all values default to the value of `gatefacecolor` and\n",
    "    the keys are the same as `displaytext`. Also, just like\n",
    "    `displaytext` there is no provision for an incomplete dict passed\n",
    "    in.\n",
    "- **latexdrawerstyle** (bool): When set to True enable latex mode which will\n",
    "    draw gates like the `latex` output modes.\n",
    "- **usepiformat** (bool): When set to True use radians for output\n",
    "- **fold** (int): The number of circuit elements to fold the circuit at.\n",
    "    Defaults to 20\n",
    "- **cregbundle** (bool): If set True bundle classical registers\n",
    "- **showindex** (bool): If set True draw an index.\n",
    "- **compress** (bool): If set True draw a compressed circuit\n",
    "- **figwidth** (int): The maximum width (in inches) for the output figure.\n",
    "- **dpi** (int): The DPI to use for the output image. Defaults to 150\n",
    "- **creglinestyle** (str): The style of line to use for classical registers.\n",
    "    Choices are `'solid'`, `'doublet'`, or any valid matplotlib\n",
    "    `linestyle` kwarg value. Defaults to `doublet`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:18:01.113112Z",
     "start_time": "2018-09-29T00:18:01.108121Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"line-height: 15px;\">                              ░                                               »\n",
       "qa_0: |0>─────────────────────░───────────────────────────────────────────────»\n",
       "                        ┌───┐ ░                                               »\n",
       "qa_1: |0>───────────────┤ X ├─░───────────────────────────────────────────────»\n",
       "                        └───┘ ░                                               »\n",
       "qa_2: |0>─────────────────────░───────────────────────────────────────────────»\n",
       "                              ░                     ┌───┐          ░          »\n",
       "qb_0: |0>─────────────────────░─────────────────────┤ H ├─■─────X──░──────────»\n",
       "                   ┌───┐      ░                ┌───┐└───┘ │     │  ░          »\n",
       "qb_1: |0>──────────┤ X ├──────░────────────────┤ H ├──────X─────┼──░──────────»\n",
       "              ┌───┐└───┘      ░           ┌───┐└───┘      │     │  ░       ┌─┐»\n",
       "qb_2: |0>─────┤ X ├───────────░───────────┤ H ├───────────X──■──┼──░───────┤M├»\n",
       "              └───┘           ░      ┌───┐└───┘              │  │  ░    ┌─┐└╥┘»\n",
       "qb_3: |0>─────────────────────░──────┤ H ├───────────────────X──■──░────┤M├─╫─»\n",
       "         ┌───┐                ░ ┌───┐└───┘                   │  │  ░ ┌─┐└╥┘ ║ »\n",
       "qb_4: |0>┤ X ├────────────────░─┤ H ├────────────────────────X──X──░─┤M├─╫──╫─»\n",
       "         └───┘                ░ └───┘                              ░ └╥┘ ║  ║ »\n",
       " c1_0: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c1_1: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c1_2: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c2_0: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c2_1: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c2_2: 0 ═════════════════════════════════════════════════════════════╬══╬══╩═»\n",
       "                                                                      ║  ║    »\n",
       " c2_3: 0 ═════════════════════════════════════════════════════════════╬══╩════»\n",
       "                                                                      ║       »\n",
       " c2_4: 0 ═════════════════════════════════════════════════════════════╩═══════»\n",
       "                                                                              »\n",
       "«                      ┌───┐ ░       ┌─┐\n",
       "«qa_0: ────────────────┤ H ├─░───────┤M├\n",
       "«                 ┌───┐└───┘ ░    ┌─┐└╥┘\n",
       "«qa_1: ───────────┤ H ├──────░────┤M├─╫─\n",
       "«            ┌───┐└───┘      ░ ┌─┐└╥┘ ║ \n",
       "«qa_2: ──────┤ H ├───────────░─┤M├─╫──╫─\n",
       "«         ┌─┐└───┘           ░ └╥┘ ║  ║ \n",
       "«qb_0: ───┤M├───────────────────╫──╫──╫─\n",
       "«      ┌─┐└╥┘                   ║  ║  ║ \n",
       "«qb_1: ┤M├─╫────────────────────╫──╫──╫─\n",
       "«      └╥┘ ║                    ║  ║  ║ \n",
       "«qb_2: ─╫──╫────────────────────╫──╫──╫─\n",
       "«       ║  ║                    ║  ║  ║ \n",
       "«qb_3: ─╫──╫────────────────────╫──╫──╫─\n",
       "«       ║  ║                    ║  ║  ║ \n",
       "«qb_4: ─╫──╫────────────────────╫──╫──╫─\n",
       "«       ║  ║                    ║  ║  ║ \n",
       "«c1_0: ═╬══╬════════════════════╬══╬══╩═\n",
       "«       ║  ║                    ║  ║    \n",
       "«c1_1: ═╬══╬════════════════════╬══╩════\n",
       "«       ║  ║                    ║       \n",
       "«c1_2: ═╬══╬════════════════════╩═══════\n",
       "«       ║  ║                            \n",
       "«c2_0: ═╬══╩════════════════════════════\n",
       "«       ║                               \n",
       "«c2_1: ═╩═══════════════════════════════\n",
       "«                                       \n",
       "«c2_2: ═════════════════════════════════\n",
       "«                                       \n",
       "«c2_3: ═════════════════════════════════\n",
       "«                                       \n",
       "«c2_4: ═════════════════════════════════\n",
       "«                                       </pre>"
      ],
      "text/plain": [
       "<qiskit.tools.visualization._text.TextDrawing at 0xa1f347b70>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Set line length to 80 for above circuit\n",
    "circuit.draw(output='text', line_length=80)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:18:03.374646Z",
     "start_time": "2018-09-29T00:18:03.105372Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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vv/22Pv74Yx06dEiZmZl6/PHHtWjRIrVv315vv/22YmNjZbfbtXHjRkVFRZn9dGotrw6b61PWK3N1psasG6PEzERJ0pKRS8qXR/ePVubqTJOqq54CAwP1/PPPa8qUKXI4HCotLVVCQoLq1aun999/Xz4+Xv2WAgAAbpKTk6OjR48qJibGqf3AgQPKz89Xly5dTKoMnlZaWqqHH35YM2fO1IgRI5SZmalnn31WDRo0uGL/9u3b6/XXX9fOnTvVoEEDDR8+XIWFhQRND6jjiUF2rdylz6Z9pjPHzyiya6SaRzVXXnaeHn33Udntdi19Zqn2b9mvs3lnFdwkWP1f7K9OD3Rye13bFm1T/AvxCm0VKkm69+V7Na3zNJ08fFKNIhop3BYui69Fh9MPKyImwu311BSjRo3Sq6++qhUrVmj16tXKzs7Wl19+qXr16pldGgAAqKVSU1Pl6+srm83m1J6RkaGmTZsqIoK5mrdITEzUsmXLNGPGDI0fP97l9fz8/HT69Gldc801OnfuHEfkeYDbd0PtWLZDqyat0pB5Q5R0KElR8VH6at5XsnawSpKKzhTphrgbNG7zOM04OEO9n+qtpaOWquR8SZXGWZ+yXkm3JLnc/9zpc8rLzpM1xlreFhoZKr8gPx3JPFLeFt0vWrs/312lWmq7+vXr64UXXtCwYcO0adMmrVmzRsHBwWaXBQAAarHU1FS1bdtWfn5+Tu0ZGRns1fQiaWlpmj59uoYOHVqloFl2jqbD4dAXX3yhhg0batiwYSopqVrmQNW4NWyeP3deH7/0sRKSE9SqSytZLBZ1f7i77KV2hUeHS5ICGgao8wOd5R/sLx8fH3Ub3E0lxSU6f+68JOmN+9/QxOsmau3MtRWOFTc6TuM3u/6GK84vliT5B/s7tfs38FdRflH571F3RGnPuj0ub9ebnD17VhMmTFDTpk3NLgUAANRyqampysrKUmhoqNNPUlKSunbtanZ58JBJkybp2muvVUpKisvrlAXNsnM0b7nlFs2ZM0dpaWlasWKFG6uFWw+jzdqSJYfdoai+F4+FLrsAT9mezb0b92rjGxt1dM9RFRcUXzjJu1mwAhoGSJIenPug9n65V6ePnDa0tnpBFw75LDxT6NReeLpQfkEX/2KWdzhPIdYQQ8e+ktGNRrt9jKux9rZW3ukSS5Ys0fTp0/XYY49p9uzZGj58uCwWS5W2sX/Lfrc85zFjxhiyneTkZEO2AwAArq4qc5CdO3cqMTFRQ4cOdWqPjo6u8p7N6jwPYQ7i7NL3yIEDB7RmzRpNmjRJISGuzc9/GTTLztFMSEjQiy++qNdff11/+MMfnNZx1/ujUhOu8riaSzl59eDv1rBZkFugwMaBTm1py9MU1CRIwU2DdTDtoBYNX6Qhbw1Rm55tVDegrtbOXKuDXx8s798wvKFbagtoEKAQa4iyM7Jljb7wJs79IVdF+UVq3r55eb/MNZnqcE8Ht9RwqYr+kdypKreCkaTPP/9cTz/9tD799FN17txZkZGR+vDDD5WQkFCl7bTu2VrPfvJsldZxRdihMEO203JSS0O2AwAArqwqc5CsrCzl5eUpPj5eVqvVqf3UqVNV3rNZnechzEEu+uV75PPPP5fD4dCwYcNcWv9qQVOSfHx89MgjjygxMVGnT592uriQu94fFTk631/NRxRe9rimc+thtM2ub6bcA7nK2pKlkvMlSluepg0pG8oPoc3ena2AhgGKvClSPr4+2r50u9anrPfYxXi6P9JdG+Zs0ImDJ1R0pkifJH6idre107UtrpUkFZ8t1r7N+9Q+vr1H6qnutm7dqsGDB2vx4sW69dZby8/dnDJlCidYAwAAt0lNTVVAQIA6duzo1L5161ZFRESoSZMmJlUGT0pLS1OTJk3UqlWrSvtWFDTL3HzzzZKkr7/+2uhS8X/cGjZbdGqhvmP7auHQhUq0JergzoNq2bll+SG0N95/o0IjQzU5arKmd5+uwlOF8m/grxY3tqjyWOtmrdOM7jOqtE7c6DjZ4m2adfssTbZNlsPu0JB5Q8qX7924V9ZoqwKvDaxgK94hMzNTd999t2bNmqX77ruvvP2ZZ57RTz/9pA8//NDE6gAAQG2Wmpqqrl27qk4d54Pytm3bxsWBvMj333+v66+/vtLTt1wJmpJ0/fXXS7pweC7cw+23Pun/Yn/1f7F/+e8vd3xZ3Yd2l3ThUNaRy0c69Y99OvZXjdN3bF/1Hdu3Suv4+PpowNQBGjB1wBWXZ67OlK2f7YrLvI3NZtPJkycvaw8ICNCPP/5oQkUAAMBbzJo164rtb775pocrgZkWLFig0tLSSvtt2rRJDoej0vtohoWFaefOnYqMjDSyTFzCI/fZLFN0pkh5h/MU3iHc5XWWjlqqQ2mHVHK+RAfTDuqJZU+4sUJnIREhirkvpvKOAAAAANyqTZs2LvV78sknlZCQUOlFhOrWravOnTsbURquwqNh8+h3R1UvsJ5CI0NdXufBuQ8aNn54dLi6qZvL/ftN6GfY2AAAAAA8w9Wr1cK9PBo2I2+KVNKhJE8O6cQabS2/8iwAAAAAwH3ceoEgAAAAAIB3ImwCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHAevfUJqqf09HTFxsZ6dLxQm+v3WgUAALWTp+cgZWMyD6k5mKfWbIRNLxduC5ckZZdke2zMUFto+bgAAMA7mTEHkZiH1CS/9j1y/oiv6oaVXvbYFbw/jEXY9HIDpw80uwQAAOCFmIOgMr/2PXJ0vr+ajyi87DE8j3M2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADBcHbMLAAAAgPf56L8+Uk5mjiljh9vCNXD6QFPGNgOvNcxC2AQAAIDH5WTmKDczVzExMR4dNz093aPjVQe81jALYRMAAACmiImJ0aZNmzw6ZmxsrLJLsj06ZnXAaw0zcM4mAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI5bnwAAAAAoV1paqr179+rrr79Wbm6ufHx81LJlS3Xu3Fnh4eGyWCyXrbN3716tXbtWzz77rAkVo7ryqrC5fel27Vi2Q89+4tp/gpl9Zuqul+7SDbff4ObKAAAAAHPl5OTojTfe0IIFC3T8+PEr9omOjtbTTz+toUOHKiAgQNKFoBkbGyu73a4HH3xQ1157rSfLRjXm1YfR2kvtWvWXVZp43USNbzFeC4cuVMGJgvLltn42fbvmWxMrBAAAQJmwsDAtWLDAqc3hcCg4OFgrV640qaqaz+FwaN68eWrXrp1mzJihm2++We+88452796tEydO6Pjx49qyZYuSk5Pl6+urp556SjExMdq8ebNT0Ny4cSNBE068OmyuT1mvzNWZGrNujBIzEyVJS0YuKV8e3T9amaszTaoOAAAAZXJycnT06FHFxMQ4tR84cED5+fnq0qWLSZXVbCUlJXr44Yc1cuRI3XzzzfrPf/6jVatWadiwYbLZbGrUqJEaN26sHj16aPTo0fr666+1bt06/fzzz+rVq5e6detWHjSjoqLMfjqoZjxyGO2ulbv02bTPdOb4GUV2jVTzqObKy87To+8+KrvdrqXPLNX+Lft1Nu+sgpsEq/+L/dXpgU5ur2vbom2KfyFeoa1CJUn3vnyvpnWeppOHT6pRRCOF28Jl8bXocPphRcREuL0eAAAAXFlqaqp8fX1ls9mc2jMyMtS0aVNFRDBX+zWefPJJvf/++5o6daomTpx4xfMxL2WxWBQXF6cVK1aoR48eOnPmjCZOnEjQxBW5fc/mjmU7tGrSKg2ZN0RJh5IUFR+lr+Z9JWsHqySp6EyRboi7QeM2j9OMgzPU+6neWjpqqUrOl1RpnPUp65V0S5LL/c+dPqe87DxZY6zlbaGRofIL8tORzCPlbdH9orX7891VqgUAAADGSk1NVdu2beXn5+fUnpGRwV7NX+nDDz/UwoUL9eKLL+qll16qNGiW2bt3r+666y41aNBAnTp10rRp03To0CE3V4uayK1h8/y58/r4pY+VkJygVl1ayWKxqPvD3WUvtSs8OlySFNAwQJ0f6Cz/YH/5+Pio2+BuKiku0flz55X7fa7m3DVHc/rP0ex+s3Vo19XfxHGj4zR+83iXayvOL5Yk+Qf7O7X7N/BXUX5R+e9Rd0Rpz7o9VXnaAAAAMFhqaqqysrIUGhrq9JOUlKSuXbuaXV6Nc+7cOT3zzDPq0qWLXn75ZZfX++U5msuXL5fdbtef/vQnN1aLmsqth9FmbcmSw+5QVN+Lu9XLLsBTtmdz78a92vjGRh3dc1TFBcUXTvJuFqyAhgFy2B16/L3HVb9RfR379zF9MPYDPff5c4bUVi+oniSp8EyhU3vh6UL5BV38i1ne4TyFWEMMGbMioxuNdvsY3mDMmDGGbCc5OdmQ7QAAgKuz9rZW3un/7Ny5U4mJiRo6dKhTe3R0dJX3bO7fst8tcy8j5iHumoP88rVetmyZfvrpJy1fvlx16rgWCX4ZNMsOnR07dqymTZum77//XpGRkU7ruOu1rtSEqzyuzmpizZJSTqZcdZlbw2ZBboECGwc6taUtT1NQkyAFNw3WwbSDWjR8kYa8NURterZR3YC6WjtzrQ5+fVCSVL9R/YuF1qsji69ru/ZdEdAgQCHWEGVnZMsafeE/X+4PuSrKL1Lz9s3L+2WuyVSHezoYNu7VVPSPBNeFHQozZDstJ7U0ZDsAAODKXrvnNZf7ZmVlKS8vT/Hx8bJarU7tp06dqvKezdY9W7t8K7yqMGIe4o45yJVe63feeUft27dXr169XNrG1YKmJI0YMUL//d//rcWLF2vy5MlO67nrta7I0fn+aj6i8LLH1VlNrNkVbj2Mttn1zZR7IFdZW7JUcr5EacvTtCFlQ/khtNm7sxXQMECRN0XKx9dH25du1/qU9ZddjMdeatdHEz5S3J/iDK2v+yPdtWHOBp04eEJFZ4r0SeInandbO13b4sIlm4vPFmvf5n1qH9/e0HEBAADgutTUVAUEBKhjx45O7Vu3blVERISaNGliUmU1088//6ydO3cqPj7epfM0KwqakmS1WtW+fXv961//clfJqKHcumezRacW6ju2rxYOXSgfXx91GthJLTu3LD+E9sb7b9TuT3drctRkBTUJUq/hveTfwF8tbmxRvg2Hw6Flzy5TVHyUboi74apjrZu1TmkfpmnCNtf3OceNjlPhqULNun2WSs6X6PrY6zVk3pDy5Xs37pU12qrAawMr2AoAAADcKTU1VV27dr3scM9t27ZxcaBfYd++fSouLtaNN95Yad/KgmaZTp06ae3atUaXihrO7bc+6f9if/V/sX/57y93fFndh3aXdOFQ1pHLRzr1j3061un3FeNXKDQyVLc8dkuF4/Qd21d9x/atUm0+vj4aMHWABkwdcMXlmaszZetnu+IyAAAAeMasWbOu2P7mm296uJLawc/PTw899JDat6/46L1z584pLi7Opfto3nbbbapbt67RpaKG88h9NssUnSlS3uE8hXcId6n/vs37tG3RNrXq1kr/+eo/qh9SX48tfszNVV4UEhGimPtiKu8IAAAA1BC/+93vtGTJkkr7BQQE6NVXX5XNZqv0PppDhw697OJNgEfD5tHvjqpeYD2FRoa61P+6W67Tqz++atj44dHh6qZuLvfvN6GfYWMDAAAANU1CQoLZJaAG82jYjLwpUkmHkjw5pBNrtLX8yrMAAAAAAPdx69VoAQAAAADeibAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMN59NYnAAAAQJn09HTFxsZ6fMxQm2v3fK9NeK1hBsImAAAAPC7cFi5Jyi7J9ui4obbQ8rG9xa99rc8f8VXdsNLLHrvKG19rOCNsAgAAwOMGTh9odgle49e+1kfn+6v5iMLLHgOu4pxNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBy3PkHnH6pDAAAgAElEQVStcqTFEbNLACAp7FBYpX0+ePMDJTyVUGEf/k8DqEn4zAKcsWcTAGCK5fOWm10CAABwI8ImAAAAAMBwhE0AAAAAgOEImwAAU8xYOsPsEgAAgBsRNgEAAAAAhiNsAgBMMeHBCWaXAAAA3IhbnwAe8tF/faSczByPjxtuC9fA6QM9Pi4AwHP4jgFQHRE2AQ/JycxRbmauYmJiPDZmenq6x8YCAJiH7xgA1RFhE/CgmJgYbdq0yWPjxcbGKrsk22PjAVUx6MlBZpcA1Cp8xwCobjhnEwBgioSnEswuAQAAuBFhEwBgiif7Pml2CQAAwI0ImwAAU+T9lGd2CQAAwI0ImwAAAAAAwxE2AQCmiLwh0uwSAACAGxE2AaCGOHvyrErOl7jc//Sx03I4HG6s6LdJWpZkdgkAquCnn35SSYnrn0EAUC3C5vw/zNe65HVuH2f70u167Z7XXO4/s89MfbfhOzdWBACuKSku0dx75urdx951KXAe+faI/qfX/2jDnA0eqO7XmTdlntklAF7H4XBo+/btevbZZ3XzzTcrMDBQPj4+ql+/vrp166ZnnnlGW7duvewPVTk5OerZs6eefvppkyoHUBNVi7CZvTtbYe3DPD6uvdSuVX9ZpYnXTdT4FuO1cOhCFZwoKF9u62fTt2u+9XhdQJmwsDAtWLDAqc3hcCg4OFgrV640qaqK2UvtylyTqTVJa7R25lp9v/37ar13raaoU6+OegzroczPMysNnEe+PaLX73tdderWUce7O3qwyqrZ8FH1DcJAbZSamqqbbrpJN998sxYuXCg/Pz89/vjjmjhxop544gnVr19fixYtUs+ePdWlSxf961//knQhaPbp00fHjh3TsGHDzH0SAGqUOmYXkH88X2eOnVFYlOfD5vqU9cpcnakx68aofqP6WjZqmZaMXKKRH46UJEX3j9bfBv9Ng17hxuPwvJycHB09elQxMTFO7QcOHFB+fr66dOliUmVX95+v/qP3n3pfp4+edmoPt4XrkYWPqEmbJiZVVjv0eqKXJGnF+BV697F3NWzhMNWp6/wxfmnQHPW/o9S4dWMzSgVQjTgcDk2dOlVTpkxRs2bN9MYbb2jIkCEKCgq6rG9BQYGWLl2qadOmqWfPnho1apRWr16tY8eOac2aNerRo4cJzwBATeWRsLlr5S59Nu0znTl+RpFdI9U8qrnysvP06LuPKvubbPk38NeedXu08fWNKvipQB3u7qA/pPxBvtf4urWubYu2Kf6FeIW2CpUk3fvyvZrWeZpOHj6pRhGNFG4Ll8XXosPphxURE+HWWoBfSk1Nla+vr2w2m1N7RkaGmjZtqoiI6vWe/H7H95r3+3myl9ovW3ZkzxHNuWuOnt/4vBqGNTShutqjosBJ0ATwSw6HQ2PGjNHs2bP10EMPae7cuWrY8Oqfw4GBgRoxYoQGDx6s4cOHa86cObrmmmu0ceNGgiaAKnP7YbQ7lu3QqkmrNGTeECUdSlJUfJS+mveVrB2ski4cQlt8tlj5P+VrwtYJen7T8/r3F//Wv97/V5XGWZ+yXkm3uH6xiXOnzykvO0/WGGt5W2hkqPyC/HQk80h5W3S/aO3+fHeVagGMkJqaqrZt28rPz8+pPSMjo1ru1fx0yqeyl9rlsF9+yKzD7lBBboE2vr7RhMpqn15P9NIDSQ84HVJbE4PmW2vfMrsEoNZ79913NXv2bD333HN67733Kgyal8rPz1d6errq1q2rn3/+Wd98842bKwVQG7k1bJ4/d14fv/SxEpIT1KpLK1ksFnV/uLvspXaFR4dLkrIzstXutna6c9ydqlO3jkIjQxV1R5RydudIknZ+sFPJdyQr+Y5k7fvnvquOFTc6TuM3j3e5tuL8YkmSf7C/U7t/A38V5ReV/x51R5T2rNvj8nYBo6SmpiorK0uhoaFOP0lJSeratavZ5Tn56cBP2r91/xWDZjmHtH3JdpWWlHqusFrs0sD51qC3NHfA3BoVNCXpwHcHzC4BqNVycnI0ZswY3XrrrUpOTpbFYnF5vbJzNL/44gvFxcVp3Lhx+uGHH9xbMIBax61hM2tLlhx2h6L6RpW3lV2Ap2zPZs7uHHX+fWen9QpyCxQUGqRzp8/pi7lfaNT/jtITy57QyokrZbdffojer1EvqJ4kqfBMoVN74elC+QVd3JOUdzhPIdYQQ8YEqmLnzp1KTExUenq604+/v3+127OZdzjPpX5F+UUqOlNUeUe4pNcTvRQ3Ok5Zm7N0/ux5PbXiqRoTNCXpf/70P2aXANRqr776qs6ePau3335bPj6uTfkuDZpr1qxRz549tWDBAv3888+aOXOmmysGUNu49ZzNgtwCBTYOdGpLW56moCZBCm4arKIzRTrxwwkFNb54gnr+8Xzt++c+xY+L18GdB9WmRxtd43eNrvG7Rg2aNdDJQyfLz7H8LQIaBCjEGqLsjGxZoy8E39wfclWUX6Tm7ZuX98tck6kO93T4zeNVZnSj0W4fA+az9rZW3klSVlaW8vLyFB8fL6vV6tR+6tSpKu3Z3L9lf7V6f01sM9HsEmqlkuISzegxw+wyyo0ZM8alftsWbatweXJyshHlAF7h0u+YwsJCvfPOO3rggQfUpk0bl9b/ZdAsO0ezZcuWSkhI0OLFizVjxgwFBl6c21W37xi4wYSrPK7uamLdNbFmSSknU666zK1hs9n1zZR7IFdZW7LUqmsrZfxvhjakbFCrbq0kSTmZObL4WrTzHzvVukdr5f+YryVPLdGN99+oiI4RSlueJv+GFw9zDWgYoHMnz0mtjKmv+yPdtWHOBl3X6zrVD6mvTxI/Ubvb2unaFtdKkorPFmvf5n3649w/GjNgBSr6R0LtUJV7vKampiogIEAdOzrftmLr1q2KiIhQkyauX9W1dc/WevaTZ13u/2vYS+2a0nGKTh09JV3lSFqLj0VRd0TpiaVPuLUWb/HLczT/u+t/S5Js/W1XvEqtp4UdqvwK48nJyer+SPcK+7Sc1NKokoBa7ZffMTt27NCpU6f00EMPubT+1YJmmYcffljvvfeetm3bpr59+5a3e+I7BuY5Ot9fzUcUXva4uquJddfEml3h1sNoW3Rqob5j+2rh0IVKtCXq4M6Datm55cWLA32Tret6XacGzRto0vWTNLvfbLXu3lq/f/X3kqSAkAAVnrr4QheeLlRAo4ArjrVu1jrN6F61v+rHjY6TLd6mWbfP0mTbZDnsDg2ZN6R8+d6Ne2WNtirw2sAKtgIYLzU1VV27dlWdOs6BYdu2bdXuEFpJ8vH10e2jb79q0JRFkkO67dnbPFlWrXW1iwH98qJB1d2Il0aYXQJQa6WlpUmSunXrVmnfyoKmpPLvnrLtAoAr3P6n7/4v9lf/F/uX//5yx5fVfeiFv2T3HtlbvUf2liTd9dJdl63bsktLfTb1M5UUl6j4XLFOHT2lRi0aXXGcvmP7qu/YvldcdjU+vj4aMHWABkwdcMXlmaszZetnu+IywJ1mzZp1xfY333zTw5W47pbHb9HJgye18fWNsvhYLl4syCJZLBYNnj1Yrbu3NrfIWqCiq866ch/O6iRuUJzZJQC11uHDhxUYGKimTZtW2M+VoClJISEhCg0N1aFDh9xRLoBayqOzkKIzRco7nKfwDuEu9Q9oEKBbR95afmjIfVPvc/kEdyOERIQo5r4Yj40H1GQWi0UDpg5QxwEdteWdLTr89WEd23tMsU/FqudjPdX4dzXnwjXVlSu3N6lJgTMhJkEfpH9gdhlArTR16lSNGzeu0n7Hjh1TUVFRhUGzzO7du1W/fn2jSgTgBTw6Azn63VHVC6yn0EjXL/DTbXA3dRtc+SEgrgiPDlc3ub6tfhP6GTIu4E1adWmlVl1aSbpw4av7pt1nbkG1RElxieYPnu/S7U0uDZxrktbo7kl3e6pMANVEYGCg04V8rqZz587at2+f6tWrV2nfZs2aGVEaAC/i0bAZeVOkkg4leXJIJ9Zoa/mVZwGgJqlTr44enPugQqwhLt3epNcTvVS/UX21i2vngeoA1GSuBE0A+DWq57FVAIDLtO3dtkr9Oz3QyU2VGKPTrdW7PgAA8Nt47gRIAAAuMWFODbqJGAAAqDLCJgDAFDOeq9rtqgAAQM1C2AQAmOLrr742uwQAAOBGhE0AAAAAgOEImwAAAAAAw3E1WsCD0tPTFRsb69HxQm2u39cW8KQP0j8wuwSgVuE7BkB1Q9gEPCTcFi5Jyi7J9tiYobbQ8nGB6mb98vWKGxRndhlArfBrv2POH/FV3bDSyx67gu8YAJUhbAIeMnD6QLNLAKqV+dPmEzYBg/za75ij8/3VfEThZY8BwAicswkAAAAAMBxhEwAAAABgOMImAMAU42aPM7sEAADgRoRNAIApfnfD78wuAQAAuBFhEwBgipF3jDS7BAAA4EaETQAAAACA4QibAABTDHpykNklAAAANyJsAgBMkfBUgtklAAAANyJsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwdcwuAOb66L8+Uk5mjsfHDbeFa+D0gR4f10y81gBQ/Zn1WS3xeQ2g9iFsermczBzlZuYqJibGY2Omp6d7bKzqhNcaAKo/Mz6rJT6vAdROhE0oJiZGmzZt8th4sbGxyi7J9th41QmvNQBUf57+rJb4vAZQO3HOJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOW58A+E12LNshi49FXf/QtdK+DodDq6ev1g2336DImyI9UB0AuFdxcbG+/vprpaWlKTs7Ww6HQ82aNVOnTp3UpUsX1a9f/7J1cnJyNGXKFKWkpMjf39+EqgHAM6pF2Jz/h/mKvDlSfcf0des425du145lO/TsJ8+61H9mn5m666W7dMPtN7i1LqCmcjgcSluepv9s+o8kVRg4HQ6HPkn8RF+89oVKiksImwBqtCNHjiglJUULFy7UiRMnJEnXXHONLBaLzp8/L0kKDAzUkCFDNHbsWF133XWSLgTNPn366NixY3r66afVsWNH054DALhbtTiMNnt3tsLah3l8XHupXav+skoTr5uo8S3Ga+HQhSo4UVC+3NbPpm/XfOvxuqqzgoICNW7cWMuXLy9vKywsVI8ePTRo0CDZ7XYTq6t9wsLCtGDBAqc2h8Oh4OBgrVy50qSqLrJYLHr8vcd13a3XaenTS5X6j9Qr9rs0aN4y/Bbdk3iPhysFAGM4HA69++67ioqK0qxZs9S7d2+tWLFChw4dUnFxsYqLi3Xs2DF9+umneuCBB/TOO+8oOjpar7zyig4dOlQeNNesWUPQBFDrmR4284/n68yxMwqL8nzYXJ+yXpmrMzVm3RglZiZKkpaMXFK+PLp/tDJXZ3q8ruosMDBQzz//vKZMmSKHw6HS0lIlJCSoXr16ev/99+XjY/pbqtbIycnR0aNHFRMT49R+4MAB5efnq0uXLiZV5qxuQF0Nf3/4VQPnL4PmA0kPyGKxmFQtAPx6DodDY8eO1aOPPqro6Gh99913WrFihQYOHKiIiIjyz7amTZvqrrvu0rvvvqvvv/9e/fr107hx49S+ffvyoNmjRw+Tnw0AuJ9HksGulbs0rfM0jYsYpzcHvqmPX/pY7wx7R5KU/U22/Bv4a8+6PZrWZZomtJygpc8sVenPpW6va9uibbr9udsV2ipU/sH+uvfle/XvDf/WycMnJUnhtnBZfC06nH7Y7bXUJKNGjdKxY8e0YsUKjRgxQtnZ2Vq1apXq1atndmm1Smpqqnx9fWWz2ZzaMzIy1LRpU0VERJhU2eUqCpwETQC1Rdl5ls8995y+/PLL8kNjK9K8eXO99tprCg0NVUFBgXr16kXQBOA13B42dyzboVWTVmnIvCFKOpSkqPgofTXvK1k7WCVdOIS2+Gyx8n/K14StE/T8puf17y/+rX+9/68qjbM+Zb2Sbklyuf+50+eUl50na4y1vC00MlR+QX46knmkvC26X7R2f767SrXUdvXr19cLL7ygYcOGadOmTVqzZo2Cg4PNLqvWSU1NVdu2beXn5+fUnpGRUW32al7ql4Fzx993SBJBE0CtsH37dk2ZMkUPP/ywUlJSXD6SJycnR7fddpuKi4v1yCOP6PPPP9dHH33k5moBoHpwa9g8f+68Pn7pYyUkJ6hVl1ayWCzq/nB32UvtCo8OlyRlZ2Sr3W3tdOe4O1Wnbh2FRoYq6o4o5ezOkSS9cf8bmnjdRK2dubbCseJGx2n85vEu11acXyxJ8g92vgqcfwN/FeUXlf8edUeU9qzb4/J2vcnZs2c1YcIENW3a1OxSaqXU1FRlZWUpNDTU6ScpKUldu1Z+5Vcz/DJwSiJoAqjxHA6HnnrqKYWHh2vu3Lkuf55dejGgNWvW6G9/+5s6deqkZ555RsXFxW6uGgDM59ar0WZtyZLD7lBU36jytrIL8JTt2czZnaN+L/ZzWq8gt0Dhtgth9MG5D2rvl3t1+shpQ2urF3ThkM/CM4VO7YWnC+UXdHFPUt7hPIVYQwwd+0pGNxrt9jGuxtrbWnmnSyxZskTTp0/XY489ptmzZ2v48OFVDhL7t+w39TmbpSqv9c6dO5WYmKihQ4c6tUdHR1dpz6bZr/XmBZu1ecFm08b3JtXp/9SYMWMM2U5ycrIh2wGq4pef1Vu3btWuXbs0f/58l4/k+WXQLDt0dsaMGbrjjju0YsUKPfjgg07rmPZ5PeEqjwGp5r4/amLdNbFmSSknU666zK1hsyC3QIGNA53a0panKahJkIKbBqvoTJFO/HBCQY2DypfnH8/Xvn/uU/y4eElSw/CGbqktoEGAQqwhys7IljX6wpdK7g+5KsovUvP2zcv7Za7JVId7OrilhktV9I/kTq/d81qV+n/++ed6+umn9emnn6pz586KjIzUhx9+qISEhCptp3XP1i7fgqa2qMprnZWVpby8PMXHx8tqtTq1nzp1qkp7Nj35Wl96MaDuw7pr27vbZLFY9OAbD7p0H078eqMbjTbtc+RKwg4Zc9G3lpNaGrIdwFVX+qxevHixgoKCLguHV3O1oClJt99+u1q3bq3Fixdftj0zvhuPzvdX8xGFlz0GpJr7/qiJddfEml3h1sNom13fTLkHcpW1JUsl50uUtjxNG1I2lB9Cm5OZI4uvRTv/sVOlJaU6lXNKi4Yv0o3336iIju6/+En3R7prw5wNOnHwhIrOFOmTxE/U7rZ2urbFtZKk4rPF2rd5n9rHt3d7LTXB1q1bNXjwYC1evFi33npr+bmbU6ZM4ZYnBktNTVVAQMBll8XfunWrIiIi1KRJE5Mqu7pfXnU24dULf4Co7LYoAFDd7dixQzfffLPq169fad+KgqYk+fj4qE+fPtqxY4ccDoe7SgaAasGtYbNFpxbqO7avFg5dqERbog7uPKiWnVtevDjQN9m6rtd1atC8gSZdP0mz+81W6+6t9ftXf1/lsdbNWqcZ3WdUaZ240XGyxds06/ZZmmybLIfdoSHzhpQv37txr6zRVgVeG1jBVrxDZmam7r77bs2aNUv33Xdfefszzzyjn376SR9++KGJ1dU+qamp6tq1q+rUcT74YNu2bdXy4kAV3d6kotuiAEB153A4lJmZedltqK6ksqBZJiYmRnl5eTpy5MgVlwNAbeHWw2glqf+L/dX/xf7lv7/c8WV1H9pdktR7ZG/1HtlbknTXS3f9pnH6ju2rvmP7VmkdH18fDZg6QAOmDrji8szVmbL1s11xmbex2Ww6efLkZe0BAQH68ccfTaiodps1a9YV2998800PV1K5yu6jWXbRoAUPLSi/aBCH1AKoKex2u8aOHau4uLhK+w4ZMsSl+2jedNNNeuGFF7hlGIBaz+1h81JFZ4qUdzhP4R3CXV5n6ailOpR2SCXnS3Qw7aCeWPaEGyt0FhIRopj7Kv9LJuCtKguaZQicAGoqX19fJSW5dmu1efPm6cSJE+revXuF/bp06VItj1IBAKN5NGwe/e6o6gXWU2hkqMvrPDjXtZPxXREeHa5u6uZy/34T+lXeCfByxWeLXbq9SVngfHvI2zp/7rwHKwQAz2jbtq3ZJQBAteLRsBl5U6SSDrn210F3sEZby688C+C3s1gsGvTKoPLHlakbUFdPLn/S5ZuhAwAAoObyaNgEUPtU9R6rBE0AAADvwKwPAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIbjarRQenq6YmNjPTpeqM31e63WJrzWAFD9efqzumxMPq8B1DaETS8XbguXJGWXZHtszFBbaPm43oTXGgCqv9/yWX3+iK/qhpVe9tgVfF4DqI0Im15u4PSBZpfgNXitAaD6+y2f1Ufn+6v5iMLLHgOAt+KcTQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiujtkFwFwf/ddHysnM8fi44bZwDZw+0OPjmonXGoC34XMPALwbYdPL5WTmKDczVzExMR4bMz093WNjVSe81gC8DZ97AODdCJtQTEyMNm3a5LHxYmNjlV2S7bHxqhNeawDehs89APBenLMJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgH8Jvk/5asgt8Dl/j8d+EklxSVurAhATXf27Fn9+OOPOnXqlBwOR4V9jxw5ory8PA9VBgCoimoRNuf/Yb7WJa9z+zjbl27Xa/e85nL/mX1m6rsN37mxIqBms9vt+tsf/6bXB7zuUuA8sueIUuJTtGL8Cg9UB6CmsNvtWrt2rR566CG1adNGgYGBatasmUJCQtS8eXPdfffdeu+991RUVOS0Xk5OjmJjYzVo0KBKQykAwPOqRdjM3p2tsPZhHh/XXmrXqr+s0sTrJmp8i/FaOHShCk5cnDDb+tn07ZpvPV5XdVZQUKDGjRtr+fLl5W2FhYXq0aOHBg0aJLvdbmJ1tU9YWJgWLFjg1OZwOBQcHKyVK1eaVNVFPj4+unvS3cr9IbfSwHlkzxG9PuB11albR7c9e5sHq6ycw+HQDzt/0KpJq/SP0f/Q2plrlZfNnhLAE7Zs2SKbzab4+HitXbtWMTExmjp1qubOnatXXnlF8fHx+u677zR06FBFRERo0aJFcjgcysnJUZ8+fXTs2DFNnTpVFovF7KcCAPiFOmYXkH88X2eOnVFYlOfD5vqU9cpcnakx68aofqP6WjZqmZaMXKKRH46UJEX3j9bfBv9Ng14Z5PHaqqvAwEA9//zzmjJlih544AHZ7XYlJCSoXr16ev/99+XjUy3+flEr5OTk6OjRo4qJiXFqP3DggPLz89WlSxeTKnPWtndbPbH0Cf3twQt7OJ9Z9YwCQwOd+lwaNEf97yg1bt3YpGovV3CiQO888o72b90vi8Uii49F9lK7Vk9frd5P9da9U+7lfQ24gcPh0OTJkzVt2jS1bNlSS5Ys0aBBg1SvXr0r9v3iiy80efJkDRs2TMuWLdP+/fv1448/as2aNerRo4cJzwAAUBmPzKB2rdylaZ2naVzEOL058E19/NLHemfYO5Kk7G+y5d/AX3vW7dG0LtM0oeUELX1mqUp/LnV7XdsWbdPtz92u0Fah8g/2170v36t/b/i3Th4+KUkKt4XL4mvR4fTDbq+lJhk1apSOHTumFStWaMSIEcrOztaqVauuOEHAr5eamipfX1/ZbDan9oyMDDVt2lQREREmVXa5ssB5pT2c1Tlolpwv0VsPvKUD2w5IujChtZfayx9vemOTPpv2mZklArWSw+HQn//8Z02dOlWPPPKIdu/erYceeuiq3yMWi0W33367vvzyS02aNEn/7//9P33//fdatWoVQRMAqjG3h80dy3Zo1aRVGjJviJIOJSkqPkpfzftK1g5WSRcOoS0+W6z8n/I1YesEPb/pef37i3/rX+//q0rjrE9Zr6Rbklzuf+70OeVl58kaYy1vC40MlV+Qn45kHilvi+4Xrd2f765SLbVd/fr19cILL2jYsGHatGmT1qxZo+DgYLPLqnVSU1PVtm1b+fn5ObVnZGRUm72al7pa4KyuQVOSvvn0G2V/k13huV4b5250OrwewG/397//XcnJyXr22We1cOFCBQYGVr6SpGPHjunvf/+7/Pz8VFpaWi1OJwAAXJ1bw+b5c+f18UsfKyE5Qa26tJLFYlH3h7vLXmpXeHS4JCk7I1vtbmunO8fdqTp16yg0MlRRd0QpZ3eOcr/P1Zy75mhO/zma3W+2Du06dNWx4kbHafzm8S7XVpxfLEnyD/Z3avdv4K+i/IsXIIi6I0p71u2pytP2GmfPntWECRPUtGlTs0uplVJTU5WVlaXQ0FCnn6SkJHXt2tXs8q7o0sCZcmeKJFXboCld+GOYxafi87zsJXbt+miXhyoCar/jx49r1KhRuvnmm5WcnOzyuZaXnqO5YcMGPffcc3rttdf0z3/+080VAwB+LbeGzawtWXLYHYrqG1XeVraHoGzPZs7uHHX+fWen9QpyCxQUGiT/Bv56/L3H9dznz+kPyX/QxxM/Nqy2ekEXDtUpPFPo1F54ulB+QRf3JOUdzlOINcSwcWuDJUuWaPr06Xrsscc0e/ZsrgDoJjt37lRiYqLS09Odfvz9/avlns0ybXu31cDpA5V7IFeS9OiiR6tl0JSk00dPy2Gv/P17+thpD1QDeIc333xTJ0+e1Ntvvy1fX1+X1rk0aJado/nXv/5VYWFh+utf/+rmigEAv5ZbLxBUkFugwMbOh8akLU9TUJMgBTcNVtGZIp344YSCGgeVL88/nq99/9yn+HHxqt+o/sVC69WRxde4K80FNAhQiDVE2RnZskZfCPev2J4AACAASURBVL65P+SqKL9Izds3L++XuSZTHe7pYNi4VzO60Wi3j3E11t7Wyjv9n88//1xPP/20Pv30U3Xu3FmRkZH68MMPlZCQUKUx92/Zb+pzNourr3VWVpby8vIUHx8vq9Xq1H7q1Kkq7dk0+7VOuSPFtLGNsj55vdYnrze7jEpVp/9TY8aMMWQ7ycnJhmwH5rn0c6+0tFTz58/XnXfeqaioqArWuuhKQVO6cErHk08+qcmTJ+vAgQP63e9+V76OqZ97E67yuDqriTXDc2rq+6Mm1l0Ta5aUcvLqcz23hs1m1zdT7oFcZW3JUquurZTxvxnakLJBrbq1kiTlZObI4mvRzn/sVOserZX/Y76WPLVEN95/oyI6Xrz4ib3Uro8mfKS4P8UZWl/3R7prw5wNuq7XdaofUl+fJH6idre107UtrpUkFZ8t1r7N+/THuX/8/+zde1xVVf7/8ffhIhyuKscKAZXKG4FSpkZTg1OQo5baRW3KbzM11fjLplHHW6WF5Tezb6FNt69OY9mYTmoXdb6jM2jTxSQvNNJQWt4VpAuCgHIROOf3ByNJIBx0s8/Z8Ho+Hj06rL3OWR8PsOHN2nstQ8dtTFOfpNbUkn1Ht2zZottvv11vvPGGfvrTn0qSpk2bpieeeEK33XZbi1bsvOQnl+i3637b4nqtrCXv9fbt2xUUFKT+/fvXa9+yZYtiYmJ0wQUXuP1aZr7XP14MqCi3SH+8449y9HA0ukqtp2W+kam3Jr3VZB+bzabHsh/z+iscJnWe5LHzSGO6HjZmhfHus7sb8jrwjB+f93bv3q2jR4+6PRt5tqB52u23367HH39c//znP+uFTU/9jMlfbFfk/eUNHnszK9YM81j168OKdVuxZne06mW03a7optQpqVpy1xKlxafp0I5D6j6g+w+LA32eq57X9lR4ZLhm956t54c9r0uSLtGY58bUvYbL5dKK365Q3NA49U3pe9axMtIz9HTS0y2qL2VSiuKHxiv9+nQ9Hv+4XE6Xxi8aX3f8q39+peiEaIVEeNcvyJ6Qk5OjG2+8Uenp6Ro9enRd+8SJE/X9999r1apVHqyu7dm+fbsGDhwoP7/6fw/KzMz02ktoG1t1tqlVar3BFbdeoU4xnZq8b3PgLwZ6fdAErCIrK0uS3DqPNRc0JenSSy9VeHh43esCALxLq++zOfyR4Rr+yPC6j+f0n6Oku5IkSckTkpU8IVmSNGLWiEaf//aMt+WIdeiae65pcpzUKalKnZLaotp8fH006slRGvXkqEaP56zPUfyw+EaPtTfx8fEqLCxs0B4UFKRvv/3WAxW1benp6Y22v/LKKyZX4p6mtjdxZx9OTwkIDtDE9ybqlVte0bFDx2TzscnldNX9P+HGBI15dkzzLwTALd99950kKTY2tsl+7gRNSfLx8VH37t35OQQAXsrUncorSipUdKRIUf2i3Oq/Z/MeZS7N1Ncffa0XbnpBS+5a0soV1tcpppMSRyeaOiZgNe7so+nNM5yOWIce3vqw7vrjXUoYniBJGvSLQfrdht/pnqX3yD/Q38MVAm3H1KlTVVNTI7vd3mQ/m82m8PDwJoPmaf/617/09ttvG1kmAMAgrT6zeab8XfkKCAmQI9bhVv+e1/TUc98+Z9j4UQlRGqRBbvcfNnOYYWMDbZHL5dKyCcvc2t7kzBnONY+v0Z0v3WlipU3z6+CnK269QlfceoUmdZ6kX7zQ+vdpA+2VO/f3d+3aVdu2bXNrW5SWrBcAADCXqWEzdnCs5h+eb+aQ9UQnRNetPAvg/NlsNv1qya9ks9nc2t6kV3IvPfDOA7qwD3uzAmiau/tvAgC8l6lhE0Dbc8Gl7q+MK9X+0QkAAABtH9eeAAAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwrEYL7dy5U0OGDDF1PEe8e3uttjW81wDaG857ANB+ETbbuaj4KElSbnWuaWM64h1147YnvNcA2ptzPe+dOuqrDl1rGjx2B+c9APAehM127pZ5t3i6hHaD9xpAe3Ou5738xXZF3l/e4DEAwFq4ZxMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACG8/N0AUB78c7D7ygvJ8/0caPio3TLvFtMHxeAcTx1/pA4hwAAzh1hEzBJXk6eCnIKlJiYaNqYO3fuNG0sAK3HE+cPiXMIAOD8EDYBEyUmJuqDDz4wbbwhQ4YotzrXtPEAtB6zzx8S5xAAwPnhnk0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHFufAGh3Cg4W6J2Z7+iOF+9QiCOk2f77MvfpkyWf6I4X75BfAKdNeL+SkhJ9+OGHysrK0sGDB+V0OuVwOHT55ZfrmmuuUWxsbIPn5OXl6Te/+Y0WLVqkqKgoD1QNAGhrvOK3psXjFiv2qlilTk5t1XG2Lt+qbSu26bfrfutW/2d/9qxGzBqhvtf3bdW6AJirKLdIez7eo5dGvaSJayY2GTj3Ze7TorGL1LFrR5WXlCu0S6iJlTbvVNkpHT96XJLkcrlks9k8XBE86eDBg3r66ae1bNkynTx5Uj4+PoqKipKvr6++++47lZWVSZJSU1M1ffp0paSkSKoNmj/72c/0zTffKDc3l7AJADCEV1xGm/vvXHW9rKvp4zprnFrz2Bo92vNRzeg2Q0vuWqITx07UHY8fFq8vNnxhel3AaV27dtWrr75ar83lciksLEzvvvuuh6qyvp7X9NR9y+9TwcECvTTqJZ0oONFovzOD5sQ1E70qaJZ8W6LV01drVq9ZemrQU5KkeVfNU+bSTLlcLg9XB7O5XC4tWrRICQkJWrp0qcaOHasPPvhAJSUlOnz4sA4cOKCSkhLl5OToySef1K5du5Samqp77rlHu3btqguaGzZs0ODBgz39zwEAtBEeD5ul35Wq5JsSdY0zP2xuXLhROetzNDljstJy0iRJyyYsqzueMDxBOetzTK8LkGpnGvLz85WYmFivff/+/SotLdWVV17pocrahl7JvZoMnD8OmuEXhXuo0oaOHz2u9JR0ffKnT3Sq7FRd+/f7vtdbk9/S6mmrCZztiMvl0pQpUzRhwgRdddVV2r17t5YsWaLk5GQFBwfX9fP19dVll12mWbNmae/evXrkkUe0dOlSXX755crPz9eGDRt09dVXe/BfAgBoa0wJm/9691+aO2CupsdM1yu3vKL3Zr2n1371miQp9/Nc2cPt+jLjS829cq5mdp+p5ROXq6aqptXrylyaqesful6OHg7Zw+waOWekdm/arcIjhZKkqPgo2XxtOrLzSKvXAvzY9u3b5evrq/j4+Hrt2dnZuvDCCxUTE+OhytqOswVObw6akrTq96tUnF/cIFC6nLUff7LkE/5Q1o7MmzdPCxcu1O9+9zv9/e9/V/fu3Zt9TkBAgB544AFFRkaqsrJS3bt318CBA02oFgDQnrR62Ny2YpvWzF6j8YvGa/7h+YobGqePFn2k6H7Rkmovoa08WanS70s1c8tMTf1gqna/v1ufvvlpi8bZuHCj5l8z3+3+ZcVlKsotUnRidF2bI9ahwNBAHc05WteWMCxB//7bv1tUC2CE7du3q1evXgoMDKzXnp2dzaymgX4cOCV5ddA8dviYvvjHF3XBsjE2H5s+WvyRiVXBU3bu3KnHH39c48aN04IFC+Tj496P9dP3aJaUlGjOnDn64osvNH+++z9DAQBwR6uGzVNlp/TerPc0dsFY9biyh2w2m5L+K0nOGqeiEmoXH8jNzlWf6/ro59N/Lr8OfnLEOhR3Q5zy/p2n0u9KtXDoQr1w0wtKT0nX1x9+fdaxUialaMbmGW7XVllaKUmyh9nrtdvD7aooraj7OO6GOH2Z8WVL/tmAIbZv3669e/fK4XDU+2/+/PnMQBjsdOD8fv/3kqSwC8K8MmhK0qHth6RmrpB1OV06sO2AOQXBox566CFFRETo5ZdfdntxqDMXA9qwYYMee+wxjRs3Tk888YSOHj3a/AsAAOCmVl2Ndu8ne+VyuhSXGlfXdnoBntMzm3n/ztOwR4bVe96JghOKio9ScESwHvrbQ/Lx9VHBwQIt/fVS/X7T7w2pLSA0QJJUXlJer728uFyBoT/MJBUdKVKn6E6GjNmUSZ0ntfoY8Lzo5OjmO/3Hjh07lJaWprvuuqtee0JCQotmNvd9so+vrxYqOFCgx+Me93QZ56W6otqjn/fJkycb8joLFiww5HXagh+fPz7//HN9/PHH+p//+R917tzZrdf4cdA8fY/m3Llz9dZbb+nVV1/VY489Vu85HjuHzDzLY29nxbqtWDPMY9WvDyvWbcWaJS0sXHjWY60aNk8UnFBIl/pbCmStzlLoBaEKuzBMFSUVOnbwWL0VHku/K9Wej/do6PSh8vH9YeK1vLjc0EWEgsKD1Cm6k3KzcxWdUPsDvOBggSpKKxR5WWRdv5wNOep3Uz/Dxj2bpj5JaBteuOkFt/vu3btXRUVFGjp0qKKjo+u1Hz9+vEUzm5f85BK3t/tpr868R/O7Pd/J3+4vRw9Hs9uieELBgQLNHTC3yT42H5suSbpED6570KSqGup62JjzdffZzd9/2B40dv74y1/+Ij8/P919991uvcbZgqYkXXrppUpJSdHy5csbhE1PnEPyF9sVeX95g8fezop1W7FmmMeqXx9WrNuKNbujVS+jvaj3RSrYX6C9n+xV9alqZa3O0qaFm+ouoc3LyZPN16Ydb+1QTXWNjucd19J7l+rymy9XTP/axU+OHTqm54c9r/+97X/V70ZjQ1/SL5O06Q+bdOzQMVWUVGhd2jr1ua6PIrpFSJIqT1Zqz+Y9umzoZYaOCzRn+/btCgoKUv/+/eu1b9myRTExMbrgggs8VFnb8+PFgCS5tS2KpzhiHepzfR/ZfM5+yaTL6dK1911rYlXwhB07dighIUERERHN9m0qaJ6WnJysr776SiUlJa1RLgCgHWrVsNntim5KnZKqJXctUVp8mg7tOKTuA7r/sDjQ57nqeW1PhUeGa3bv2Xp+2PO6JOkSjXluTN1rRHSP0O/W/06TMyZr9fTVZx0rIz1DTyc93aL6UialKH5ovNKvT9fj8Y/L5XRp/KLxdce/+udXik6IVkiEd81soO3bvn27Bg4cKD+/+hcfZGZmsjiQgc626mxz26J42tj0sQq9ILRh4PzPh4PvHGzKFRnwrC+//FL9+jX/eXYnaEqqe63du3cbWicAoP1q1ctoJWn4I8M1/JHhdR/P6T9HSXclSZKSJyQreUKyJGnErBENnltdWS2/gNoSA0MDFRAccNZxUqekKnVKaotq8/H10agnR2nUk6MaPZ6zPkfxw+IbPQa0pvT09EbbX3nlFZMrabua297kdOD84x1/1EujXvKqS2o7x3TWlI1TtGH+Bu1YuUPVldWSpIhuEUr+f8m65t5r3F4sBtY1a9YsXXLJJc32mzZtWrNBU5L69++v5557TlFRUUaWCQBox1o9bJ6poqRCRUeKFNXPvR9kh/91WH998q/y8fVRTVWNbpl3SytXWF+nmE5KHJ1o6pgAWt/+T/e7tb1Jg8C5dqLXXOnQsWtH3f787Rr95GgV5hbqmWue0aNZj7q99QWsb8KECW71e/nll/X73/9eAwYMaLJf9+7dNWXKFCNKAwBAkslhM39XvgJCAuSIdbjV/+KrLtZD//eQYeNHJURpkAa53X/YzGHNdwJgOaFdQtXjyh6685U7m93e5HTg3PynzU1eXeEpgWGBdYunETTRmI4dOzYbNAEAaA2mhs3YwbGaf9hzm0ZHJ0TXrTwLoP3qckkXPfDuA27375XcS72Se7ViRQAAAG0PfwYHAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAw5m69QnQ3u3cuVNDhgwxdTxHvHv72gLwbmafP06PyTkEAHCuCJuASaLioyRJudW5po3piHfUjQvAus7n/HHqqK86dK1p8NgdnEMAAOeDsAmY5JZ5t3i6BAAWdT7nj/zFdkXeX97gMQAArY17NgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4P08XAM965+F3lJeTZ/q4UfFRumXeLaaP60m814B34HsRAABzEDbbubycPBXkFCgxMdG0MXfu3GnaWN6E9xrwDnwvAgBgDsImlJiYqA8++MC08YYMGaLc6lzTxvMmvNeAd+B7EQCA1sc9mwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETQLvjcrm05+M9bvevqqjSga0HWrEi9xz98qhOFJxwu//+T/erurK6FStqP1wulw4ePKjs7Gx98cUXKisra7J/Xl6evvrqK5OqAwDAO3lF2Fw8brEyFmS0+jhbl2/VCze94Hb/Z3/2rHZt2tWKFQHwhB0rd+ilUS/p/T+832zfqooqLblriV4a/ZKO5x03obrGVVdWa/HYxXpp1EtuBc7P/+9zvTjyRa2fv96E6tqmqqoqrV69WsOGDVPnzp0VGxurxMRExcfHKywsTP369VNaWpry8vLqPS8vL08/+9nPNHLkSFVXE/YBAO2XV4TN3H/nqutlXU0f11nj1JrH1ujRno9qRrcZWnLXEp049sMvcfHD4vXFhi9Mr8ubnThxQl26dNHq1avr2srLy3X11Vfrtttuk9Pp9GB1bU/Xrl316quv1mtzuVwKCwvTu+++66GqrO+KW69Q4uhErU1b22TgPB00d23cpVufvlUdozqaWGV9fgF+uuOlO1RwoKDZwPn5/32u1+9+XTH9Y5QyKcXEKtuO999/X71799aYMWO0a9cujRs3TosWLdLbb7+t5cuX6+GHH1aXLl30xBNPqHv37po5c6YqKirqguY333yj1157TX5+bGcNAGi/PP5TsPS7UpV8U6KuceaHzY0LNypnfY4mZ0xWcOdgrXhwhZZNWKYJqyZIkhKGJ+iPt/9Rt/3PbabX5q1CQkI0depUPfHEE7r11lvldDo1duxYBQQE6M0335SPj1f8/aJNyMvLU35+vhITE+u179+/X6Wlpbryyis9VJn1+fr56r8W/5ckaW3aWknSdQ9dV6/PmUFz3IJxSvplkul1/liv5F66b8V9+uMv/qiXRr2kiWsmKsQRUq/PmUFzwtsTZA+ze6haa3K5XHr00Uc1b9489erVS2vXrtXw4cPl6+vbaP/9+/frv//7vzV//ny9++67qqqqUkFBgTZs2KCrr77a5OoBAPAupiSDf737L80dMFfTY6brlVte0Xuz3tNrv3pNkpT7ea7s4XZ9mfGl5l45VzO7z9TyictVU1XT6nVlLs3U9Q9dL0cPh+xhdo2cM1K7N+1W4ZFCSVJUfJRsvjYd2Xmk1WuxkgcffFDffPON3n77bd1///3Kzc3VmjVrFBAQ4OnS2pTt27fL19dX8fHx9dqzs7N14YUXKiYmxkOVtQ2nA2djM5zeGDRPOx04G5vhJGiev2nTpmnevHm67777tHPnTt10001nDZqSdPHFF+tPf/qT/vznP2vv3r06ePCg/vznPxM0AQCQCWFz24ptWjN7jcYvGq/5h+crbmicPlr0kaL7RUuqvYS28mSlSr8v1cwtMzX1g6na/f5uffrmpy0aZ+PCjZp/zXy3+5cVl6kot0jRidF1bY5YhwJDA3U052hdW8KwBP37b/9uUS1tXXBwsKZNm6Zf/epX+uCDD7RhwwaFhYV5uqw2Z/v27erVq5cCAwPrtWdnZzOraZCzBU5vDZqnnS1wEjTPz7vvvqvnnntOEydO1KJFi2S3u/ce5uXl6YknnpDdbldAQIBefPFFuVyuVq4WAADv16ph81TZKb036z2NXTBWPa7sIZvNpqT/SpKzxqmohChJUm52rvpc10c/n/5z+XXwkyPWobgb4pT37x8WXDhZeFIPxz6sHSt3nHWslEkpmrF5htu1VZZWSlKDX8js4XZVlFbUfRx3Q5y+zPjS7ddtT06ePKmZM2fqwgsv9HQpbdL27du1d+9eORyOev/Nnz9fAwcO9HR5bcaPA6ckrw6ap50ZOJ+77jlJImieh+PHj2vChAm6/PLLtWDBAtlsNreed+Y9mv/4xz+0YMECbdy4UUuWLGnligEA8H6tes/m3k/2yuV0KS41rq7t9AI8p2c28/6dp2GPDKv3vBMFJxQVH1X38T+e/YcuvupiQ2sLCK295LO8pLxee3lxuQJDf5hJKjpSpE7RnQwduzGTOk9q9THOJjo5uvlOZ1i2bJnmzZune+65R88//7zuvfdet38xO23fJ/s8+m/2lJa81zt27FBaWpruuuuueu0JCQktmtlsr+/1+Xpr8lt6a/Jbni7DLUW5RZKkQ1mH9HCPhz1cTa3Jkycb8joLFiww5HV+7Mffi6+//rq+++47/fWvf5W/v79br3Fm0Dx9j2ZSUpJee+01zZ8/X3fffXe9+9g9+r048yyPvZkVa5asWbcVa4Z5rPr1YcW6rVizpIWFC896rFXD5omCEwrpUn/xiqzVWQq9IFRhF4apoqRCxw4eU2iX0Lrjpd+Vas/HezR0+lBJ0vf7v9fJopOK7t+yQNScoPAgdYrupNzsXEUn1L52wcECVZRWKPKyyLp+ORty1O+mfoaO3ZimPkmtqSVbwUjS3/72Nz3wwAP661//qgEDBig2NlarVq3S2LFjW/Q6l/zkEv123W9b9Byra8l7vXfvXhUVFWno0KGKjo6u1378+PEWzWy2x/e6pc68RzMmMUZHdh7RyLSRDRYN8jan79F0xDpUeLhQXS7u0uiiQZ7Q9bAxi751n93dkNc5U2Pfi4sWLVJSUpLb31uNBU1JstlseuihhzR+/Hh98MEHuu66H76GPPW9mL/Yrsj7yxs89mZWrFmyZt1WrBnmserXhxXrtmLN7mjVy2gv6n2RCvYXaO8ne1V9qlpZq7O0aeGmukto83LyZPO1acdbO1RTXaPjece19N6luvzmyxXTv3bxk/Xz1uvn03/eKvUl/TJJm/6wSccOHVNFSYXWpa1Tn+v6KKJbhCSp8mSl9mzeo8uGXtYq41vNli1bdPvtt+uNN97QT3/607p7N5944gm2PDHY9u3bFRQUpP79+9dr37Jli2JiYnTBBRd4qLK258eLAU36xyS3tkXxtDMXA5qcMVn3/+V+t7ZFQUPffvutdu/erVtvvdWt/mcLmqeNHj1aPj4++vDDD1ujXAAALKNVw2a3K7opdUqqlty1RGnxaTq045C6D+j+w+JAn+eq57U9FR4Zrtm9Z+v5Yc/rkqRLNOa5MZKkA1sPKLhzsByxjmbHykjP0NNJT7eovpRJKYofGq/069P1ePzjcjldGr9ofN3xr/75laITohUS4flZAk/LycnRjTfeqPT0dI0ePbqufeLEifr++++1atUqD1bX9mzfvl0DBw5ssEdfZmYmiwMZqLFVZ5tapdZbNLbqbFOr1KJpn332mSS59b3VXNCUahdR69u3r7KysgyvFQAAK2n1fTaHPzJcwx8ZXvfxnP5zlHRX7aIbyROSlTwhWZI0YtaIBs89vPOwjn5xVP972/+q4ECBOgR1UESPCMUOim3QN3VKqlKnpLaoNh9fH416cpRGPTmq0eM563MUPyy+0WPtTXx8vAoLCxu0BwUF6dtvv/VARW1benp6o+2vvPKKyZW0XU1tb+LOPpye0tT2Ju7sw4mGysrKdNFFF6l796Yv2f3mm2+aDZqnJSQk6OTJk0aXCgCApbR62DxTRUmFio4UKapfVPOdJSX/JlnJv6kNo+ufXq8uF3dpNGi2lk4xnZQ4OtG08QCYw519NL0xcLqzjyaBs+VuvfVWty6h7dixoxITEzVp0qRm99FcsWKFUeUBAGBZpobN/F35CggJcOuy2B8bNnNY852aEZUQpUEaZOqYALzP53/93K3tTc4MnBue2aArbr1CHaM6mlVmPdWV1Xrv0ffc2t7kzMD50aKPNPzR4WftC/cFBgZq5cqVni4DAADLMDVsxg6O1fzD880csp7ohOi6lWcBtF8DbhugC3tdWHf/eFNOB85vv/rWY0FTkvwC/PTAuw8oOCLYrX00eyX30qR/TFJk38hm+wIAALQGU8MmAHgLd4Lmab5+vup6mTFbeZyPll4VcuZ+xQAAAGZr1dVoAQAAAADtE2ETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDsRottHPnTg0ZMsTU8RzxLd9rtS3gvQa8A9+LAAC0PsJmO3d6a4Tc6lzTxnTEO9rllgy814B3ONfvxVNHfdWha02Dx+7gexEA0B4RNtu5W+bd4ukS2g3ea8A7nOv3Yv5iuyLvL2/wGAAANI57NgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwbH0CADDc0W5HPV0CAADwMGY2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYzs/TBQAAAABAe+FySmW7fCVX/faTOb6NPvZ3uNThIqdZ5RmKsAkAAAAAJrH5SFXf+6j86/pRrGRLh4aPbS45bq00szxDcRktAAAAAJgodFCVbP6uZvsF9a2Rf+fm+3krwiYAAAAAmMg3SApJrG6yj62DS6FXLyI5vAAAIABJREFUVplUUesgbAIAAACAyYITquUbevZ7MUMHVMkn0MSCWoHX3bP52dufafOfNisvJ09V5VVK/z7dtLGdNU6tm7NO21ZsU3VltXoP6a2xC8YqJCLEtBoAAAAAtH02Pyl0cJWObwxocMw33Kmgy2o8UJWxvG5m097Rrp/8+ie6+ambTR9748KNylmfo8kZk5WWkyZJWjZhmel1AAAAAGj7AmOd6nBRw1AZllQlm9cltZbz2Mzm/k/3a/3T63X4s8Oy+djUe0hv3f363ep7fV9J0p7Ne0yvKXNppoZOGypHD4ckaeSckZo7YK4KjxSqc0xn0+sBAAAA0HbZbFLY1VUqeMdHkk2SFBBdo4AYa2518mMeCZvZa7O1auoqjXl2jOL+Eqeaqhod2HbA0DE2LtyorNVZmrF5hlv9y4rLVJRbpOjE6Lo2R6xDgaGBOppzlLAJAAAAwHD+DpfsvWtU/pWfZHMp9Koq2WyersoYtoWFC01dS7fyZKWe6P+Exj0/Tv1G9Dtrvz2b9+iVm19pcM/mjpU79PGrH0uSbpx9o3pe29OQuopyizSn3xzN/tdsRXSPqGuf02+ORswaoSvHXmnIOGeTv9jeqq8PAAAAAEaLvL/8rMdMn9nct2WfZJMShie0+LllxWV6/8X3Nfkfk1V5slIv3/yypn4wVT4+539Bc0Bo7Y255SX136zy4nIFhrb+MlBNfZIAAJ6Xv9hed64+87G3s2LdVqxZsmbdVqwZ5rHq14dV6z75pa/sF9dYfgXaM5l+2+mJYycU1DFItnOYGz6045AuvfpS+Qf6KyQiROEXhavwcKEhdQWFB6lTdCflZufWtRUcLFBFaYUiL4s0ZAwAAAAAaExwXNsKmpIHZjZj+sXo2KFjytmQo7gb4lRRWqFDOw7VLQzkrHGqpqpGNadqV2WqqqjdyNQvwE9lRWWyd/zhctOgjkEqKyyTehhTW9Ivk7TpD5vU89qeCu4UrHVp69Tnuj6K6BbR/JPPE5fRAoD3O/NcbaXzthXrtmLNkjXrtmLNMI9Vvz6sWrcVedVltJFxkbr9+du15rE1euO+NxQYEqjBdw6uC5vb39quFQ+uqOs/res0SdLsnbMV1ClI5cd/+MeUF5crqHNQo+NkpGcoa1WWZmbOdLu2lEkpKj9ervTr01V9qnafzfGLxp/LP7PFrDK9DwDtlVUvy7Ji3VasWbJm3VasGeax6teHVetuizyyGu2gXwzSoF8MavTY4DsGa/Adgxs9Zg+36/+e/D9VV1arsqxSx/OPq3O3xleJTZ2SqtQpqS2qy8fXR6OeHKVRT45q0fMAAAAAAPV5bJ/NcxEUHqSfTvipXrjpBUnS6CdHG7I4EAAAAADAWJYKm5I06PZBGnR747OiAAAAAADvwLQgAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAzn5+kCAAAAAOBcVBz0UdHGDg3a818NbPDYN8glx5hK+fibVl67x8wmAAAAAEsK6O5UhwudktP2w39So49DrqgmaJqMsAkAAADAkmw2KSypSpKryX5+EU7Ze9WYUxTqEDYBAAAAWJa/wyV776aDZNjVVbKRfEzndfdsfvb2Z9r8p83Ky8lTVXmV0r9PN21sZ41T6+as07YV21RdWa3eQ3pr7IKxCokIMa0GAAAAAC0TOrBKFft95aqyNTgWGFujgEinB6qC1+V7e0e7fvLrn+jmp242feyNCzcqZ32OJmdMVlpOmiRp2YRlptcBAAAAwH2+QVLI5dUND/i4FDq4yvyCIMmDM5v7P92v9U+v1+HPDsvmY1PvIb119+t3q+/1fSVJezbvMb2mzKWZGjptqBw9HJKkkXNGau6AuSo8UqjOMZ1NrwcAAACAe4Ljq1W2y1c1pT/MpwX3q5ZfWNP3c6L1eCRsZq/N1qqpqzTm2TGK+0ucaqpqdGDbAUPH2Lhwo7JWZ2nG5hlu9S8rLlNRbpGiE6Pr2hyxDgWGBupozlHCJgAAAODFbH5S6OAqHd8YIEnysbsUktjIbCdMY3rYrDxZqZVTVmrc8+PUb0Q/SZJ/oH/djGZzXr75ZeXl5Cn5N8m6YeoNZ+2XMilFKZNS3K+rtFKSZA+z12u3h9tVUVrh9usAAAAA8IzAWKc6RNboVL6vQgdWyafhFpwwkelhc9+WfZJNShiecE7Pv+PFO/TVh1+p+GixoXUFhNb+BaS8pLxee3lxuQJDAxt7iqHyF9ub7wQA8Kgzz9VWOm9bsW4r1ixZs24r1gzzWPnro/ijDir+yNNVtH2R95ef9ZjpYfPEsRMK6hgkm63hSlHu6BjV0eCKagWFB6lTdCflZucqOqH2UtqCgwWqKK1Q5GWRrTLmmZr6JAEAPC9/sb3uXH3mY29nxbqtWLNkzbqtWDPMY+WvD2eF5NP680Vohumr0cb0i9GxQ8eUsyFHTqdTZcVl2rVpV91xZ41TVRVVqjlVu1dOVUWVqiqq5HK1/o29Sb9M0qY/bNKxQ8dUUVKhdWnr1Oe6PoroFtHqYwMAAAAwBkHTO9gWFi40fXmmbSu2KWNBhorzixUYEqjBdw7WiFkjJElbl2/VigdXNHjO7J2z60Lf1uVbVXy0uMl7NjPSM5S1KkszM2e6XZezxql1af/ZZ/OUuftsWu2yBAAAAABoasbbI2HzfLkTNgEAMJJVLyezYt1WrFmyZt1WrBnm4esD58tj+2yeq+UPLtfhrMOqPlWtQ1mHdN+K+zxdEgAAAADgRywXNu948Q5PlwAAAAAAaIbpCwQBAAAAANo+wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIbz83QBAAAAADzL5ZJOZvvJeap+e8k2v0Yf+zucsl/sNKs8WBRhEwAAAGjnbLba/5/c6V+v/cyPf3jskuPmSpMqg5VxGS0AAAAABSdUyze0+dlKe68a+XdxmVARrI6wCQAAAEA2Xyn0qqqm+/i5FDqw6T7AaYRNAAAAAJKkwB5OdYisOevxkMur5RtsYkGwNK+7Z/Oztz/T5j9tVl5OnqrKq5T+fbppYztrnFo3Z522rdim6spq9R7SW2MXjFVIRIhpNQAAAACeYrNJYUlVKnjHR5Kt3jHfEKeCE6o9UxgsyetmNu0d7frJr3+im5+62fSxNy7cqJz1OZqcMVlpOWmSpGUTlpleBwAAAOAp/g6X7H0azm6GDq6WzeumquDNPPblsv/T/Vr/9Hod/uywbD429R7SW3e/frf6Xt9XkrRn8x7Ta8pcmqmh04bK0cMhSRo5Z6TmDpirwiOF6hzT2fR6AAAAAE8IvbJKFft85aqqnd30v6hGgRef/fJaoDEeCZvZa7O1auoqjXl2jOL+Eqeaqhod2HbA0DE2LtyorNVZmrF5hlv9y4rLVJRbpOjE6Lo2R6xDgaGBOppzlLAJAACAdsM3qPb+zNJt/pJcCk+qqtseBXCX6WGz8mSlVk5ZqXHPj1O/Ef0kSf6B/nUzmk0pOFCg5Q8ul1ySy+XSzU/drG6Xd2u0b8qkFKVMSnG/rtLavYLsYfZ67fZwuypKK9x+nXOVv9jefCcAgEedea620nnbinVbsWbJmnVbsWaYzaaCdwM9XQS8VOT95Wc9ZnrY3Ldln2STEoYntPi59nC7fv3nXyu4c7C+2f2NVk5ZqYf+9pAhdQWEBkiSykvqv1nlxeUKDG39b66mPkkAAM/LX2yvO1ef+djbWbFuK9YsWbNuK9YMc1Uc9pF/hJMVaHFOTF8g6MSxEwrqGCTbOczDB3cOVnDn2q90vwA/2XyNm8sPCg9Sp+hOys3OrWsrOFigitIKRV4Wadg4AAAAgFUEdiNo4tyZPrMZ0y9Gxw4dU86GHMXdEKeK0god2nGo7jJaZ41TNVU1qjlVewNyVUXtprF+AX51AdVZ49Q7M99Ryu/cv0zWHUm/TNKmP2xSz2t7KrhTsNalrVOf6/oooluEoeM0hstWAMD7WfVyQyvWbcWaJWvWbcWaAXiPpq6IsC0sXOgysRZJ0rYV25SxIEPF+cUKDAnU4DsHa8SsEZKkrcu3asWDKxo8Z/bO2YroFiGXy6XlE5er+5Xddc0915x1jIz0DGWtytLMzJlu1+WscWpd2n/22TzFPpsAgB9Y9XJDK9ZtxZola9ZtxZoBWIdHVqMd9ItBGvSLQY0eG3zHYA2+Y/BZn/v2jLfliHU0GTQlKXVKqlKnpLaoLh9fH416cpRGPTmqRc8DAAAAANRnqW1Z92zeo8ylmeoxqIe+/uhrBXcK1j1v3OPpsgAAAAAAP2KpsNnzmp567tvnPF0GAAAAAKAZpq9GCwAAAABo+wibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADOfn6QIAAADQ+lw1kquqYbuzovHHNr/a/wDgXHEKAQAAaAec5TZ991aAVGOr1/7tG/aGj31d6jKmUn5hLjNLBNDGcBktAABAO+Ab4lJI/2q3+gYnVBM0AZw3wiYAAEA7Edy/Wj7BTYdIH7tLIYnuhVIAaAphEwAAoJ3w8ZfCBjVy4+YZQgdWyaeDSQUBaNO87p7NtWlr9eXfv1RRXpECQgIUlxqnm9JuUnCn4FYf21nj1Lo567RtxTZVV1ar95DeGrtgrEIiQlp9bAAAADMEXloj/y+cqvqu4ZyDX4RT9t41HqgKQFvkdTObPr4+Gr9ovJ7a95SmfzRdx48e1/KJy00Ze+PCjcpZn6PJGZOVlpMmSVo2YZkpYwMAAJjBZpPCkk41eizs6irZbI0eAoAW89jM5v5P92v90+t1+LPDsvnY1HtIb939+t26cfaNdX1CHCFK/k2yXr/ndVNqylyaqaHThsrRwyFJGjlnpOYOmKvCI4XqHNPZlBoAAABaW4cLXQq8tFoVe3/4VTAwtkYBkU4PVgWgrfFI2Mxem61VU1dpzLNjFPeXONVU1ejAtgON9v36o68VFR/V4jE2LtyorNVZmrF5hlv9y4rLVJRbpOjE6Lo2R6xDgaGBOppzlLAJAADalLBB1ao44Fu7FYqvS6GDm76XEwBayvSwWXmyUiunrNS458ep34h+kiT/QH/1vb5vg77Za7O15fUtenDdg3VtO1bu0MevfixJunH2jep5bc9Gx0mZlKKUSSnu11VaKUmyh9nrtdvD7aoorWjsKQAAAJZ1eiuUE5/5s9UJgFZhetjct2WfZJMShic02W/nezu1cspK3fvmvYrpHyOpdvbx/Rff1+R/TFblyUq9fPPLmvrBVPn4nP+tpwGhAZKk8pLyeu3lxeUKDA0879dvTv5ie/OdAAAedea52krnbSvWbcWaJevWfXKnv07u9Pd0GQAsKPL+8rMeMz1snjh2QkEdg2Rr4u7zrW9u1ZrZa3Tv8nt18VUX17Uf2nFIl159qfwD/eUf6K/wi8JVeLiw7h7L8xEUHqRO0Z2Um52r6ITaS2kLDhaoorRCkZdFnvfrN6epTxIAwPPyF9vrztVnPvZ2VqzbijVL1q3bWVW7JQoAGM301Whj+sXo2KFjytmQI6fTqbLiMu3atKvu+IeLPtSax9ZowuoJ9YKmJJUVlcne8Ye/EgZ1DFJZYZlhtSX9Mkmb/rBJxw4dU0VJhdalrVOf6/oooluEYWMAAAB4E4ImgNZiW1i40PQL9Let2KaMBRkqzi9WYEigBt85WCNmjZAkTeo8ST5+PvILqD/p+syRZ7Rr0y7tytilW56+RZK0eNxi3TL/lkZnNjPSM5S1KkszM2e6XZezxql1af/ZZ/OUuftsWulSGwAAAACQmr5C0yNh81yVFZfp5VEva9LfJ6myrFIvjXrJsHs2AQBoilUvkbRi3VasWbJu3QDQWjy2z+a5CAoP0k8n/FQv3PSCJGn0k6MJmgAAAADghSwVNiVp0O2DNOj2QZ4uAwAAAADQBKYFAQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4P08XAAAAYDUnv/BV1fcN/2Z//AP/Bo99Q10KHVBtWm0A4C0ImwAAAC3k38Wpkk86NGgv/9qvweOOKZWm1QUA3oTLaAEAAFqowwUu2S9tfrbS/6IaBcY6TagIALwPYRMAAOAchA6qknxdTfRwKTypSjabaSUBgFchbAIAAJwD3xApJPHss5v2XjXy79JUGAWAts3r7tlcm7ZWX/79SxXlFSkgJEBxqXG6Ke0mBXcKbvWxnTVOrZuzTttWbFN1ZbV6D+mtsQvGKiQipNXHBgAA1hPSv1plu33lPFn/7/c2P1ftzCcAtGNeN7Pp4+uj8YvG66l9T2n6R9N1/OhxLZ+43JSxNy7cqJz1OZqcMVlpOWmSpGUTlpkyNgAAsB6bnxQ2uOHsZsjl1fIN8kBBAOBFPDazuf/T/Vr/9Hod/uywbD429R7SW3e/frdunH1jXZ8QR4iSf5Os1+953ZSaMpdmaui0oXL0cEiSRs4ZqbkD5qrwSKE6x3Q2pQYAAGAtgZfUyD/Hqarvav+G7xviVHACW50AgEfCZvbabK2aukpjnh2juL/EqaaqRge2HWi079cffa2o+KgWj7Fx4UZlrc7SjM0z3OpfVlymotwiRSdG17U5Yh0KDA3U0ZyjhE0AANAom00Ku/qUjr0XKEkKvapKNq+7UQkAzGf6qbDyZKVWTlmpcc+PU78R/SRJ/oH+6nt93wZ9s9dma8vrW/Tgugfr2l6++WXl5eQp+TfJumHqDWcdJ2VSilImpbhfV2ntHlj2MHu9dnu4XRWlFW6/zrnKX2xvvhMAwKPOPFdb6bxtxbqtWPNpxzcG6LiniwAAk0TeX37WY6aHzX1b9kk2KWF4QpP9dr63UyunrNS9b96rmP4xde13vHiHvvrwKxUfLTa0roDQAElSeUn9N6u8uFyBoYGGjtWYpj5JAADPy19srztXn/nY21mxbivWLEk1JyRnhU3+DlagBQDJAwsEnTh2QkEdg2RrYtOprW9urQ2ay+9Vz2t71jvWMapjq9QVFB6kTtGdlJudW9dWcLBAFaUVirwsslXGBAAAbYdviAiaAHAG02c2Y/rF6NihY8rZkKO4G+JUUVqhQzsO1V1G++GiD/X3Z/6uCasnqNsV3UytLemXSdr0h03qeW1PBXcK1rq0depzXR9FdIto9bGtdokQALRHVr2004p1W7FmAGiPmrr6xLawcKHpf4LbtmKbMhZkqDi/WIEhgRp852CNmDVCkjSp8yT5+PnIL6B+Dn7myDN1j7cu36rio8VN3rOZkZ6hrFVZmpk50+26nDVOrUv7zz6bp9hnEwDwA6te2mnFuq1YMwCgIY+slTboF4M06BeDGj22sHChIWOkTklV6pTUFj3Hx9dHo54cpVFPjjKkBgAAAABoryy3MPfyB5frcNZhVZ+q1qGsQ7pvxX2eLgkAAAAA8COWC5t3vHiHp0sAAAAAADTD9NVoAQAAAABtH2ETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAAAMBxhEwAAAABgOMImAAAAAMBwhE0AAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4fw8XQAAAGi/nFVSTamtQXtVoa3Rxz52l3ztppQGADhPhE0AAOAxNptUuL6DnCfrX2xVsDqw4WObS13GVEp2l5klAgDOEZfRAgAAj7H5SWGDq93qG3RZjfw6EjQBwCoImwAAwKMCL6mR/4U1TfaxBbgUekWVSRUBAIxA2AQAAB5ls0lhSU0HydABVfIJbLILAMDLeN09m2vT1urLv3+porwiBYQEKC41Tjel3aTgTsGtPrazxql1c9Zp24ptqq6sVu8hvTV2wViFRIS0+tgAALRnHS5wyd6zWuV7Gv5q4tfRqaC4pmc+AQDex+tmNn18fTR+0Xg9te8pTf9ouo4fPa7lE5ebMvbGhRuVsz5HkzMmKy0nTZK0bMIyU8YGAKC9Cx1UJZtfw3syQ5OqZPO631gAAM3x2Kl7/6f79dLolzSj2wzN7DFTr/3qNUnSjbNvVHS/aPn6+yrEEaLk3yRr7+a9ptSUuTRT1z90vRw9HLKH2TVyzkjt3rRbhUcKTRkfAID2zDdYCk6sv1hQQEyNAmOcHqoIAHA+PHIZbfbabK2aukpjnh2juL/EqaaqRge2HWi079cffa2o+KgWj7Fx4UZlrc7SjM0z3OpfVlymotwiRSdG17U5Yh0KDA3U0Zyj6hzTucU1AACAlgnpV62yXb61W6HYXM3eywkA8F6mh83Kk5VaOWWlxj0/Tv1G9JMk+Qf6q+/1fRv0zV6brS2vb9GD6x6UJBUcKNDyB5dLLsnlcunmp25Wt8u7NTpOyqQUpUxKcb+u0kpJkj2s/k7R9nC7Kkor3H4dAABw7k5vhXL8/Q5sdQIAFmd62Ny3ZZ9kkxKGJzTZb+d7O7Vyykrd++a9iukfI6k2+P36z79WcOdgfbP7G62cslIP/e0hQ+oKCA2QJJWXlNdrLy8uV2Bo6y9/l7/Y3nwnAIBHnXmuttJ526p1l+X4qSzH69YyBACcIfL+8rMeM/0MfuLYCQV1DJLNZjtrn61vbtWa2Wt07/J7dfFVF9e1B3f+YUVavwA/2XzP/hotFRQepE7RnZSbnavohNpLaQsOFqiitEKRl0UaNs7ZNPVJAgB4Xv5ie925+szH3s6qdbucYlEgALA400/jMf1idOzQMeVsyJHT6VRZcZl2bdpVd/zDRR9qzWNrNGH1hHpB80zOGqfemfmOUn7n/mWy7kj6ZZI2/WGTjh06poqSCq1LW6c+1/VRRLcIQ8cBAABNI2gCgPXZFhYuNP1miG0rtiljQYaK84sVGBKowXcO1ohZIyRJkzpPko+fj/wC6k+6PnPkGUm192oun7hc3a/srmvuueasY2SkZyhrVZZmZs50uy5njVPr0v6zz+Ypc/fZtNJlTQAAAAAgNX2FpkfC5vlYPX21QruEaui0oZ4uBQDQjlj1clSr1g0AsD5L3XW/Z/MeZS7NVI9BPfT1R18ruFOw7nnjHk+XBQAAAAD4EUuFzZ7X9NRz3z7n6TIAAAAAAM3g9nsAAAAAgOEImwAAAAAAwxE2AQAAAACGI2wCAAAAAAxH2AQAAAAAGI6wCQAAAAAwHGETAAAAAGA4wiYAAAAAwHCETQAAAACA4QibAAAAAADDETYBAAAAAIYjbAIAAAAADEfYBAAAAAAYjrAJAAAAADAcYRMAAAAAYDjCJgAAAADAcIRNAAAAAIDhCJsAAAAAAMMRNgEAAAAAhiNsAgAAAAAMR9gEAAAAABiOsAkAAAD8//buN8aq8s4D+HfmzsAMMwMFxt2lDkZI1j9U0E1ckX1DU2jSrWhbs9AmZdMmy7YkbQjaRjBZLWYT3RhXsZGkNGmsjWIDJi1MW9oCLzAGKlt2nWZWrSuilWKzZYCRPzPj/NsXdKkjwzCaw70z+Pm8OvOcZ+7vN5nk3nzv85xzgMIJmwAAABRO2AQAAKBwwiYAAACFEzYBAAAonLAJAABA4YRNAAAACidsAgAAULiaSjcAABTj9MuldB8snTN+dPuEc46r6wczZWFvqqrK1h4AHzLCJgBcIibO7M/be2oz2Dc0Qfa8WTrneMrCdwRNAC4q22gB4BJRakgabui74Lza5oHUX9Vfho4A+DATNgHgEtI4ry+lxoER50z+O9tnAbj4xtw22m3rtuXFX7yYY78/lomNEzPnk3Ny67pb0zC14aLXHugfSOt9rdn39L709fTl6o9fnWWPLEvj9MaLXhuw/TilAAAJOUlEQVQAilBVkzTN78vxXROGPV83uy8T/mrkMAoARRhzK5vVpeos37g89x+4P3c9e1eOHz6eTV/bVJbaO9fvTPv29tyx446sa1+XJHly5ZNlqQ0ARamb3Z/avxxmm2xpME3zL7zNFgCKULGw+dqvXsuGz27ImivWZO2Va/P4lx9Pkiy5Z0la5rWkVFtKY3NjFn51YV597tWy9LT3ib1ZtGpRmq9sTv3k+tx23215edfLOfrm0bLUB4AiVFUlkxf0njPeOK8vNU2DFegIgA+jimyjbdvWli3f3JKlDy3NnB/OSX9vfw7uOzjs3FeefSWXX3f5+66xc/3O7H9mf9Y8t2ZU8093ns6xQ8fSckPL2bHmWc2pa6rL4fbDmTZz2vvuAQAqZcJfDKb+r/vS9T9nPuqr6wdHdfMgAChK2cNmz6mebL5zcz7/6Ocz75Z5SZLautpcu+jac+a2bWvLnu/vyddbv54kOfG/J/K9f/xeShNK6e3qzZJ7luSqhVcNW2fx6sVZvHrx6Ps60ZMkqZ9cP2S8fkp9uk90j/p1AGCsaLqpN90HSxnsq0rTTb2prq10RwB8mJQ9bB7YcyCpSuZ+eu6I81748QvZfOfmrHhqRWZePzNJ0jC9Iat+tirVpeocef1InvinJ/KNXd8opK+JTROTJF1vdw0Z7+rsSl1TXSE1RvLWd+svPAmAinr3e/V4e9/u3D0hnbsr3QUAl5oZX+k677myh82THScz6SOTUjXCPdeff+r5bL1na1ZsWpHZN88+O15d+vMlpl2dXfnonI8W1tekKZMytWVqDrUdSsvcM1tpj7x+JN0nujPjYzMKq3M+I/2TAKi8t75bf/a9+t3HY91gX9J3vCq1za7VBKC8yn6DoJnzZqbjjY60/7w9AwMDOd15Oi/teuns+d0bd2frvVuz8pmVQ4Lm/+t4oyOP/v2j+c4/fCfzlswrtLcFX1qQXd/elY43OtL9dnda17Xmmk9ck+lXTC+0DgCUS1VNBE0AKqJq/dH1Zf8E2vf0vux4ZEc63+pMXWNd5n9xfm75l1uSJKunrU51TXVqJg5ddH3wzQeH/Hzk9SPZ8JkN+Vbbt4atsePhHdm/ZX/W7l076r4G+gfSuu5Pz9l8p7zP2Rxv27EAAABG2ulTkbD5QfX19J0NoSc7TuaxWx/L2j2jD5MA8EGN1220AFApFXn0yQf1u//6XX7yrz9Jdak6/b39uf2B2yvdEgAAAMMYV2Fz9s2zs+qnqyrdBgAAABdQ9hsEAQAAcOkTNgEAACicsAkAAEDhhE0AAAAKJ2wCAABQOGETAACAwgmbAAAAFE7YBAAAoHDCJgAAAIUTNgEAACicsAkAAEDhhE0AAAAKJ2wCAABQOGETAACAwgmbAAAAFE7YBAAAoHDCJgAAAIUTNgEAACicsAkAAEDhhE0AAAAKJ2wCAABQOGETAACAwgmbAAAAFE7YBAAAoHDCJgAAAIUTNgEAACicsAkAAEDhhE0AAAAKJ2wCAABQuJpKNwAAY81gX/LOH879PrbnUPWwx6WmwdRMGSxLbwAwXgibAPBepeTEf9ak9w+lIcNHfzZxmOPBNN/eU8bmAGB8sI0WAN6jqiqZsqA3yYVXK+uv6U9ts1VNAHgvYRMAhlF72WDqr+ofcU5V7WCabuwtU0cAML4ImwBwHk1/25uqmvOvWjb+TV9Kk8rYEACMI2Pums1t67blxV+8mGO/P5aJjRMz55Nzcuu6W9MwteGi1x7oH0jrfa3Z9/S+9PX05eqPX51ljyxL4/TGi14bgLGn1HAmUJ74j9pzzzUNpOG6vgp0BQDjw5hb2awuVWf5xuW5/8D9uevZu3L88PFs+tqmstTeuX5n2re3544dd2Rd+7okyZMrnyxLbQDGpoa5fSk1Dpwz3jS/N1Vj7itbABg7KhY2X/vVa9nw2Q1Zc8WarL1ybR7/8uNJkiX3LEnLvJaUaktpbG7Mwq8uzKvPvVqWnvY+sTeLVi1K85XNqZ9cn9vuuy0v73o5R988Wpb6AIw9VTVJ0/yhK5gTZvSnbta5ARQA+LOKfCfbtq0tW765JUsfWpo5P5yT/t7+HNx3cNi5rzz7Si6/7vL3XWPn+p3Z/8z+rHluzajmn+48nWOHjqXlhpazY82zmlPXVJfD7Yczbea0990DAJeGutn9qf3v/j89CmUwkxf0pqqq0l0BwNhW9pXNnlM92Xzn5ix7ZFmuv+361NbVpq6pLtcuuvacuW3b2rLn+3vyuQc+N2T81NFTuXvW3fn15l+ft87i1YtHHTSTpOfEmWek1U+uHzJeP6U+3Se6R/06AFx63v0olPqrPeoEAEaj7CubB/YcSKqSuZ+eO+K8F378QjbfuTkrnlqRmdfPHHLulw/9MrNvnl1oXxObzjycu+vtriHjXZ1dqWuqK7TWcN76bv2FJwFQcV2/rUnXb12sCQBJMuMrXec9V/ZPy5MdJzPpI5NSNcL+o+efej5b79maFZtWnBMq//jaH3Pq2Km0XN9ynt/+YCZNmZSpLVNzqO1QWuaeee0jrx9J94nuzPjYjEJrDWekfxIAY8PgYGyfBYBRKvs22pnzZqbjjY60/7w9AwMDOd15Oi/teuns+d0bd2frvVuz8pmVw65ebn9gez5116cuSm8LvrQgu769Kx1vdKT77e60rmvNNZ+4JtOvmH5R6gEwvgiaADB6ZV/ZnDFnRr7w6Bey9d6t+cE//yB1jXWZ/8X5Z6/Z/NHdP0p1TXUe+8xjQ37vwTcfzMHnD6ZhWkOaZzVfsM6Oh3dk/5b9Wbt37ah7W7x6cbqOd+XhRQ+n750zz9lcvnH5+/sDPyDbaAEAgPFmpB2aVeuPrh83dznYvXF3ftP6m9TW1ebIwSOZMGlClv770sy6aValWwMAAOBdxlXYfLft/7Y9l82+LDcuu7HSrQAAAPAe4zZsAgAAMHaV/QZBAAAAXPqETQAAAAonbAIAAFA4YRMAAIDCCZsAAAAUTtgEAACgcMImAAAAhRM2AQAAKJywCQAAQOGETQAAAAonbAIAAFA4YRMAAIDCCZsAAAAUTtgEAACgcMImAAAAhRM2AQAAKJywCQAAQOGETQAAAAonbAIAAFA4YRMAAIDCCZsAAAAUTtgEAACgcMImAAAAhRM2AQAAKNz/AdKn5G8tTlnRAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1204x981.26 with 1 Axes>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Change the background color in mpl\n",
    "\n",
    "style = {'backgroundcolor': 'lightgreen'}\n",
    "\n",
    "circuit.draw(output='mpl', style=style)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 860x700.9 with 1 Axes>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Scale the mpl output to 1/2 the normal size\n",
    "circuit.draw(output='mpl', scale=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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He/fuSepaSkpKUFpCLj777LPPPvtMvGP//PPPhoaGTZs29ffAiRMnTpw4UbyLCtfzhE3xUhYPD4/AwMBNmzYNHz7cyMiopKQkOTl54PVYJSUqKmpITrwFAAAAJK6kpOTs2bMKNZWih1EWBoNRUFCgrq4uxnTOkJCQ3bt3Z2dnq6iozJw5c+Bb50gKmUzOysq6fPmyvAMBAAAABoEeV93KVw8pi7Ky8kCWVhsYGEh1SY6SkpIYmxbFxcUtWbJksGyhAgAAAAA+Pc9lUWSxsbFi7Kjn4uKyfPlyacQDAAAAABkYfCnLvHnzxDgK2+IRAAAAAIMU1EsdIpKTk7u6uuQdBQAAACAtg2+UBfRoz549VlZWsIQbAMD19u3bAwcOnDp1StoXev/+fY/VOwGQLEhZAABgaPr9998pFIqKioq0L9TW1jbkt048cODAy5cvDQ0N5RsGm80uKyu7e/eu8G7v37+/d+8etr2xGF6/fj1ixAhsh+fKykoNDQ0DAwPxTtXZ2SnKVoMigpRFYnJzcyMiIiwtLWVwrdevX1+6dEkGFwIADF4PHz5saGjoV+lS8VRVVWlqapqYmPTWgcPhxMXFYZvZDVLFxcXKysqCuxnLWGtra1xcXJ/dPDw8dHR0xN4c6p9//nF0dBw3bhxC6MWLFwYGBmI/cS0tLSEvjP6ClEViHj16dP/+fT09PWlfiM1mx8TEREZGirHYGwDw8fjrr7/09fVlsAHZkydPtLW1XVxceuvQ0tKyadOmQZ2y6Onp2drabtmyRb5hUCiUY8eO9dnNycnJyclJ7Ktcvnx58eLF2B80Ozt76tSpcn/iGEhZJMbQ0HDixInHjx+X9oUYDMZAdpEEAHwkTExMli1bJoNEgUqlDh8+XNpXAQBWDAEAAABgEBh8KUtBQYEYR5WXl1MoFEnHAgAAAEhSQ0NDZGSkvKNQUIMvZVm4cKEYyUdSUtKePXukEQ8AAAAgKYcOHcrJyZF3FApq8M1lYbFYPa6YolKpGRkZDQ0N48aNmzNnDg6H433U09PT1tY2PDxcU1NTVpECAAAA/VBcXBwfH//q1St5B6KgBt8oS48iIiLMzc3d3d39/PxcXFzs7e0rKip4O5iZmc2cOTMxMVFeEQIAAADC7dq1a+fOnTCXuTdDIWVJTEz09fW1tLS8c+dOcXHx2bNnKyoqZs+e3dbWxtvNx8cnKipKXkFK22effaavry/vKAAAAIjp3r17+fn533//vbwDUVyDPmVhMpkBAQG6urqZmZnz5s2ztrb29/cPDw+vrq4OCQnh7enm5lZcXFxcXCyvUDHPnj0zMTExMTG5efNmjx1YLJaHh4eJicm2bdtEP21MTIzYVYMAAB8zDodjZWVlYmLy6NGjHjtUVFRg71pUKlXGsX082Gz2rl27goODhw0bJu9YFNegT1mys7PJZPLmzZuNjIy4jV5eXsbGxhEREbw9iUTimjVr5F40dtq0afb29mQy+cCBAz128PX1TUhIsLW1PX36tGxDAwB8jIqLi8vKyigUysSJE3vsgL3Nqqmp6erqyji2j0dsbCyTyVy3bp28A1Fogz5lSU9PRwhNnz6dtxGPx0+dOrW+vr68vJy33cfHJyYmhsViyTREASEhITgcLj8///r163wP7d+///fff3d0dLxx44YMdgYBAIBnz54hhGxsbHR0dIR0+PTTT2UZ1Uels7PzwIEDJ0+eVFIa9B/KUvU//3eYTGZ8fLy3t7eXl9fFixeZTOYvv/zi6ur69OlTbh8Oh5Oenr59+/bFixc7Ojp6eXnl5+cPMIj79++HhYXdv39fjGOxkUzBHYxtbGwQQryRI4QmTZpkYmKCZTlyNHnyZE9PT4TQoUOHOBwOtz08PDw4ONjW1vb27duwsgkAIBvPnz9HCAnZ1xBLWQay8aGmpuZPP/0k9uFD3n/+8x97e/t58+bJOxBF938pC5VKnT9/vqenZ0xMzI0bN7Zu3erq6nr16tW0tDTe2csuLi4LFy6MiYlpaWnR0tKKjY11cnLKzc0dSBCpqam7du1KTU0V49impiaEkODumubm5gihmpoavnYfH5/o6GixwpSkY8eOEYnEoqKiv/76C2v5448/AgICRowYcefOHbH3zAQAgP4SnpEwGAzse+lARlnweDzMKu1NfX39f/7zHxls9jIE/DdloVAoTk5OWVlZCxcuzMvLa25ufv/+fXl5eXZ2toGBwejRo7kHjBgx4vnz5y0tLY8ePbp79+7u3bu7u7sHuOWNo6Ojt7e3o6OjGMe2tLQghIhEIl87dleFb9EQQsjT0zM9Pb2xsVGsSCVm1KhRfn5+CKEff/yRzWZnZGSsX7/e0NAwMzMTS7YAAEAGurq6ioqKUO8ZSWFhIZ1OJxAIU6ZMkW1oH4uDBw+uWrVqwoQJ8g5kEPhvyrJ3796SkhI/P7+bN286ODjgcDgzM7OtW7cigdT70qVLU6dO5f66ePFihFBZWRnfefnKogjn7u4eHR3t7u4uxhPAkhLB+3/YLscdHR187bq6uosWLbp69aoY15KsoKAgbW3tV69e7d27d/ny5Wpqaunp6WPHjpV3XACAj0h+fj6DwVBVVbW3t++xAzYGY2dnp6amJtvQPgpv3rxJSEg4dOiQvAMZHJQQQiQSKSYmxtraOiwsjPezH5uKJXwwkEwmI4RMTEwQQgwGo7y8/M6dO56enqtWrZJq3Fzq6urYpfnasRbsUT4KUqBFX18f20Pg5MmTLBYrJSVl8uTJ8g4KAPBxwSayjB8/vqmpidKThw8fooFNZAFC7N69G2rHiY6AEDp9+jSHwzl48CDfEhVshkqPKUttbW1eXl5tbW1SUhK3z7Vr1zw8PGxsbGpra7HZrzKgo6NTVVXV0dHBt5adTqcjhLS1tQUPcXFxKS0traurwzItUdjZ2QlOi+HT3d1tZmYm4gkxGzZsOHDgAIvFCgkJmTVrVr+OFZy+IxEdHR2qqqpSnbXOYDDYbLYY66EYDAaLxVJVVe3vgUwmk8FgyPg7YmdnJ5FIxEb7FF9XVxcej1dWVpZ3ICIR+5UgFywWi06ny6XYRnt7e5+3G7BBlLy8POGfmsK/uxYWFsbGxv7444/9j3Gg2tvbe/xqKnEdHR39WoFMp9OfPXv2/PnzkpKS0tLSDx8+tLe3t7a2Dhs2TEVFxdDQcMyYMQQC4enTp+fOnRP9tAwGg0aj6enp9f8Z9AONRlu2bBmDwVBWVqbT6QkJCUFBQdK7HIvF6u7uFuUtmoAQunv3LkLIycmJ7zHspcx7G6iqqurUqVN//fVXdXU1gUDQ19fHKgthCfhXX33V2dmpqqoquH5HerChoMrKSr4pq5WVlaiXlOXJkycWFhai5ysIoadPnwoO5PD566+/bt26Jfo5u7q6PDw8sBXXycnJ/v7+oh+LECopKeH9OFy/fv3x48f79aR61N3dLTgxSLJYLBabzRbj05HNZjOZTDHC43A43d3dMl40TqfTB9EydQaDoaSkNFgSLDabzWKxBkuCheT3Yli/fn2f95qxUZZNmzaNGzdO8NGWlpajR4+ivkZZ7OzsvvrqK2wugYzJ7P/tjh07RJluQqVSk5KS/vjjj6dPn1paWk6fPt3W1varr74yNjbW0tJSVlZms9k0Gq2pqent27cHDx40MjIaP378qFGjVqxY4e7uPn78eOHnV1ZW1tDQEJyMIVmurq579+51cnIiEonbt293cHDw8fGR6hVF/DsSGAwGhULB4/FjxozhfaC9vf3FixeWlpbcMvDp6emrVq1SVVXFVjiPHz+eSCQaGBg0NTVhaY1c/k2OHz/+wYMHpaWlfLN3X758iRDq8VZLZGTkhg0b+nUVDQ2NPvuoq6uLPjjBZDLd3d3v379/8ODBc+fOZWVlpaenL1iwQPSQdHV1eT9g3rx5w2KxoNATAICLSCTybRDLp6GhAfvwO3DgwIgRIwQ7ZGZmIoQ0NTV7TGi4lJSUhg0bNrTff1RUVIT/z3zx4sXJkyevXbv2xRdfbNy4MSEhQfgmKlVVVcbGxnl5eSwW68mTJ4mJiXPmzBkzZszOnTuXLVsm5PsDDoeT9v9qAoGgqamJDbwRiUTF+eMq4XA4PB7PYrH4bnyQSCQWi8UdDKTRaKtXrzY0NCwtLQ0KCpo8eTKRSCwtLW1sbBRSgEgG3NzcEEKPHz/mbWxvb8/NzTU1NRWc4k6j0ZKTk728vGQXogAOh7Nx48a///57+/bthw8f3rFjB0Jo7969vDVaAABA2kgkEkLIyMiox3wF8Yy1Q4kzIUpLS7/66qs5c+aMHj26vLw8JSVl9erVwvOVzs7OgwcPhoaGKikpKSsrf/755+fOnauurvb39//pp59sbW0FC40ChJASgUDAxlfOnDnDba2rq8OG+LgpS05ODpVKdXBw0NLS4nYLDw9HkpiWRaPRKBQKjUYT41hnZ2dNTc24uLiGhgZuY2RkZEtLi5ubm2BSnJCQMHv27IHfQBmInTt3Xr58edWqVVhJfn9/f11d3YKCgvj4eDlGBQD42PRZ1ha7bQR1b3vT1dUVFBQ0bdq0Tz75pLKy8scffxRxliFWO27u3Lm8jcrKyp6ennl5eaGhoYGBgfPmzXv79q10Ah+slBBCW7ZsQQiFhoZu3LgxPj7+2LFjTk5O2KAL95WK7eCTnJy8ffv2uLi4I0eOzJgxQ1Ipy5EjR4YPH37kyBExjlVRUTl06BCVSl2yZElBQUFHR0dMTExgYKC2tnaP04UiIyOlfU9OuODg4FOnTs2ZM+fKlStYRqWpqYkVWdq/f393d7ccYwMAfFT6zEj6LIwrut42gh283rx5M23atKKiovz8/AMHDog+C/jDhw/Ca8e5ubm9ePFizpw5Tk5OV65ckVC8Q4ESQsjf33/NmjUIoaioqPXr15NIpIyMDCKRSCAQHBwcsH7jx493c3NjsVjh4eFr1qyJjo52dXWdOXMmUoDFbzt27Ni3bx+JRHJwcFBXV/f29tbX109LSxOsyfb69euysrIvv/xSLnEihH799df9+/fb29tfv36ddxrp9u3bdXR0Kioq+LZyBAAA6RGeslRVVWFlLAY+ytLc3Lxy5coBnkShJCYmzpgxY9OmTX///ffIkSP7deyhQ4f6rB1HJBL37duXlpZ29OjRzZs3M5nMgcU7RBAQQkQiMTY29sSJE2QyecKECSoqKqWlpdhtIO6iIxwOd+PGDazdzMwMW827f/9+iQRx8uTJgdTPxeFwwcHBPj4+qampjY2Ntra2y5Yt63EBZFRU1Nq1a+W10CAxMdHPz2/kyJFpaWm899cQQtra2gEBAYcPHz569Ki3tzdsMAQAkLaysjKsDnhvlcexhMbc3NzU1FSmkSm8X375JTg4OC0tjXdFrYiw2nGvXr0SpbOjo2NOTs6KFSvc3NwSExNFWQgytP3fjCpssiq26qe31Hvs2LGffvppf6uPyIalpWVAQMCRI0dWr17dY77CZDKvXLnS37VCkpKenr5u3TpdXd309PQeZ9J89913Wlpa9fX1YWFhsg8PAPCxwSayWFlZ9TZRFCay9CguLg7bx1eMfAX1v3aclpbWzZs3DQ0NsdXmH7meJ4GL90rt6uoqKysrKyuj0+m8P0sgTElITU21sLCQZc0Yruzs7BUrVuDx+NTU1N6K7Ono6Gzfvh0hFBYWRqFQZBsgAOCjg73PC/ncleBElqFk0aJFeXl51tbWYhx77969/Pz8/u4QSSQSY2JiQkJCxLjiEEPosVW8lCU3Nxeb3YKxsrJCCOXk5HzyyScDiFBioqKi5DXx1snJSXCDRkFHjx6FPBoAIBunT5/GFi325t69ezIKZVAZSFGPY8eOBQcHy6UU8tDQQ8rCYDAKCgrU1dVtbW37da4ZM2YobGURMpmclZV1+fJleQcCAADgI3Xp0iXFnFkxWPSQsigrK3d2dso+FBGJV1Y8Li5uyZIlcix5J23h4eHiDVQCAACQDcF1rKBfer4xpMhiY2OxIjH94uLisnz5cmnEoyD6VewfAAAAGHQGX8oyb948MY6aNGmSxCMBAAAAgMzAthEAAAAAGAQG3yiLwmpra6usrPztt9+kfSEWiyXtSwAAhoDm5ua7d++2t7dL+0Jv3ryxsLCQ9lUAgJRFYszMzJSVlbG92qXN0dFRjDnIAICPipWVVWVlpQzelNhstvCURUNDIzAwkK8xOzu7ubmZQJDzxxCbzVZXV58xY4bwbp2dnSUlJWL/z6RQKMbGxtjP9fX1enp64r2HU6nUj/lbK6QsErN48eLFixfLOwoAAPiv0NDQ7u5uwQ3tJY7BYOjp6QnpQCAQDh8+zNfo6elJIBD4di+Rvba2ttbW1traWuHdWCxWRkYGVjJYDEVFRba2tth2McXFxaampuJtzMJms3V1dcWLYQiAlAUAAIYmJyend+/eyWBXtY6Ojs2bN4eHh/frqFGjRu3evdvV1VVKUYno4cOHO3fu7LNbbGzsQK5iZGSEVWBHCM2cOfPw4cMuLi4DOeHHCVIWAAAYmsaNG/fDDz+sWbNG2hfaunXr2LFjpX0VAGDF0BBRVFT0Md/gBAAAMOQNvpSloKBAjKPKy8uH9l6Dq1atevPmjbyjAAAAhcNkMltaWuQdBZCAwZeyLFy4UIzkIykpac+ePdKIR0Gw2Ww2my3vKAAAQOEcPnw4KChI3lEACRh8c1lYLBaTyRRsp1KpGRkZDQ0N48aNmzNnDt8keU9PT1tb2/DwcPEmaQMAABiMampqfvnlFxKJJO9AgAQMvlGWHkVERJibm7u7u/v5+bm4uNjb21dUVPB2MDMzmzlzZmJiorwiBAAAIHv79u3z8fGxsrKSdyBAAoZCypKYmOjr62tpaXnnzp3i4uKzZ89WVFTMnj27ra2Nt5uPj09UVJS8ggQAACBjhYWFN2/e3Ldvn7wDAZIx6FMWJpMZEBCgq6ubmZk5b948a2trf3//8PDw6urqkJAQ3p5ubm7FxcXFxcXyChUAABQQh8OxsrIyMTF59OhRjx0qKipMTExMTEyoVKrYV+nt5FK1a9euoKAgfX192V8aSMOgT1mys7PJZPLmzZuNjIy4jV5eXsbGxhEREbw9iUTimjVrLl26JOsQAQBAgRUXF5eVlVEolIkTJ/bYAXubVVNTE7vuaktLy/z58wcQozhSU1PLysq++eYbGV8XSM+gT1nS09MRQtOnT+dtxOPxU6dOra+vLy8v52338fGJiYmB+iUAAMCFFaG3sbHR0dER0uHTTz8V+xIcDofD4Yh9uBhYLNbevXtDQkJUVFRkeV0gVf+TsjCZzPj4eG9vby8vr4sXLzKZzF9++cXV1fXp06fcPhwOJz09ffv27YsXL3Z0dPTy8srPzx9gEPfv3w8LC7t//74Yx2KDjXZ2dnztNjY2CCHeyBFCkyZNMjExwbIcAAAACKHnz58jhKZNm9ZbByxlEdJBAf3222+amporV66UdyBAkv5vkTOVSl2xYkVWVhZCSEtLKzY2NjExsa2tLTs7+/z589xuLi4uWVlZWlpadnZ2WLeEhIQnT5588sknYgeRmpoaGhq6a9euzz//vL/HNjU1IYQMDQ352s3NzRFCNTU1fO0+Pj7R0dGLFi0SN1gAABhShGckDAYD+146kFEWGWtrazty5Mhff/0lgy0hgSz9d5SFQqE4OTllZWUtXLgwLy+vubn5/fv35eXl2dnZBgYGo0eP5h4wYsSI58+ft7S0PHr06O7du7t37+7u7j558uRAgnB0dPT29nZ0dBTjWKymIZFI5GvHBgP5Fg0hhDw9PdPT0xsbG8WKVHEZGBhAyRkAQH91dXUVFRWh3jOSwsJCOp1OIBCmTJki29DEd/z48dmzZ8+YMUPegQAJ+2/Ksnfv3pKSEj8/v5s3bzo4OOBwODMzs61btyKB1PvSpUtTp07l/rp48WKEUFlZGbeloaEhPz+fRqOJHoS7u3t0dLS7u7sYTwBLSpSU+Cfl4PF4hFBHRwdfu66u7qJFi65evSrGtRTZkydPRo0aJe8oAACDTH5+PoPBUFVVtbe377EDNgZjZ2enpqYm29DEVFNTc+7cueDgYHkHAiRPCSFEIpFiYmKsra3DwsJ4P/uxqVjCBwPJZDJCyMTEBCHU0dGxevVqIyOjKVOmaGtrL1iw4N27d1KNHiGkrq6OEGIwGHztWAv2KB8o0AIAABhsIsv48eObmpooPXn48CEaVBNZ9u3bt3HjRqgdNyQREEKnT5/mcDgHDx7km1mdm5uLeklZamtr8/Lyamtrk5KSuH22bNlSUlKSm5s7cuTIO3fu+Pn5zZ07t6ioSKq5uY6OTlVVVUdHx7Bhw3jb6XQ6QkhbW1vwEBcXl9LS0rq6OizTEkVISMhAChII8fbtWyMjIy0tLWmcXAwvXrywtrYWvNEmQfX19V1dXRYWFv09kEqlNjc3896mFFFra+uHDx9k/BZWUlJiamqqoaEhy4uK7f3796qqqoJzwhRTQ0NDR0fHiBEj5B2ISNrb26urq7EFATL24sWLmTNnCu+DDaLk5eUNHz5cSDfh311ra2vLy8tra2t760Cn05lM5t69e3kby8vLm5ubhYcnqL6+HluVXV9f397e3tnZOWzYMBUVFWNjY0tLSwaDcfPmzX7V32ptba2uruaLTeLa29t//vnnqqoqa2vrd+/e/f777xkZGVK94kBgEV64cMHIyCgnJ6empkaqAxBtbW21tbXW1tZ99iQghO7evYsQcnJy4nsMeynz3gaqqqo6derUX3/9VV1dTSAQ9PX1sQ/yadOmNTU1/fHHHyQSycHBASHk4eFBp9O9vb2vXr26adMmyT01fthQUGVlpYGBAW97ZWUl6iVlefLkiYWFhej5Sm/nkQhdXV1dXV3FSVmweKSasjCZzK6uLvEKPOBwODEOxOPxDAZD7JIS4tHV1dXT0+txnE8BtbW1qaqqyvh/kdhYLJaKispgiZZIJLa3t8slWmVlZewWuRDYKMumTZvGjRsn+GhLS8vRo0dRX6MseDxeeNWWzs5OhBBfBwKBIHhPv0eNjY3Jycn37t27f/8+lUodO3astbW1vr6+lpaWmppaR0cHhULJzc0tKysrKirS0NDYvn37F198sWzZMr7Phd6Cx+Px0v4D4XA4HR0dGo2mp6eHx+M1NDQU+QWMRYgQ0tXVVVFRGTZsmFSjJRKJnZ2dIl2iu7sbh8Ph8Xg2m83h0dbWhsfjLS0tuS1paWlaWlpGRkbHjh3Lz8+n0+kcDkdfXx+Hw1GpVA6Hc/36dd4zVFVVIYT8/f05EmVgYFBdXc391dfXFyEUFxfH183Z2RkhlJOTI3iG9evXHz9+XLJRAQCAolmxYkVsbKyQDvX19dgHwbt373rsgI0EaGpqslgsIefZsmXLmTNnhHSgUqmqqqp8jXPmzLl165aQo1gs1vXr15csWaKhobF06dLw8PCioiK+jypeKSkpY8aMyc3NPX/+/FdffaWhobFw4cJr164JD/7BgwdTp04V0kEiDA0Nq6qqsJ9nzJiRmZkp7SsOBG+EGzZsOH/+vHzj4VLC8hUWi8W3HphEIrFYLO5gII1GW716taGhYWlpaVBQ0OTJk4lEYmlpaWNjI7cA0dKlS3nPgP1jMDU1HWD+JZybmxtC6PHjx7yN7e3tubm5pqamglPcaTRacnKyl5eXVKMCAADFh+1vbGRk1NtdNu5Yu4jDIZLCYrEuXbo0ceLEgwcPLlmypKqq6vr1699++62dnV1v65a5teOmTJmybdu25OTk6urqVatWHT582MbG5uLFi1BEdAhQIhAIY8aMQQidOXOG21pXV4ctF+KmLDk5OVQq1cHBgfcWRnh4OOp9wPA///mPvr7+hg0b+gyCRqNRKJR+LTLicnZ21tTUjIuLa2ho4DZGRka2tLS4ubkJvrgTEhJmz57dr7tCAAAwJPVZ1ha7bTTwiizq6upbtmwRsfPTp08//fTTCxcuhIaGFhQUbN68WZRbBljtuBUrVnBbtLW1N2zYUFBQcOHChejo6ClTpmCFx8DgpYQQwl5JoaGhGzdujI+PP3bsmJOTEzbown2lYjv4JCcnb9++PS4u7siRIzNmzBCSshw+fDglJSUtLc3Y2LjPII4cOTJ8+PAjR46I8QRUVFQOHTpEpVKXLFlSUFDQ0dERExMTGBiora0dFBQk2D8yMtLHx0eMCwEAwBDTZ0bSZ2FcESkrK/N+K+4NnU4PCAhYtmyZn5/f06dPFy1aJGItOKx2XGhoaI/9586d+/jx4927d69du/abb77BJtaAwUgJIeTv779mzRqEUFRU1Pr160kkUkZGBpFIJBAI2FxahND48ePd3NxYLFZ4ePiaNWuio6NdXV2xueiCr+bDhw9fvXr16dOn4lWH668dO3bs27cPm/mrrq7u7e2tr6+flpaGFcDl9fr167Kysi+//FIGUQEAgIITnrJUVVVhZSxkU/e2tLT0s88+Kysre/HihY+PT79uRf3888/Ca8fhcLi1a9f++++/ZDJ56tSpb968kUTIQNYICCEikRgbG3vixAkymTxhwgQVFZXS0lLsNhB3fTIOh7tx4wbWbmZmZmZmhhDav38/3+nYbPa2bdtKSkqeP3/e2w5bgk6ePDmQ+rk4HC44ONjHxyc1NbWxsdHW1nbZsmWqqqqCPaOiotauXausrCz2tRTWrl279uzZM1gWqQIA5K6srAyrA97bd0ssoTE3N5f2lETsWm5ubrt3796xY0d/q+zX1NScP38em5cjnJ6e3rVr186dOzd79uykpKRZs2aJGy+Qj//bY8jU1JT7uuwt9R47dqyQc3V3d69Zs4ZAIKSnp0t1lWyPLC0tAwIChHRgMplXrlxR5KXwA/H333+vX78eUhYAgIiwiSxWVlb6+vo9dpDURJY+/fPPP6tWrYqIiBBvF8P+1o7z8/MbOXLksmXLEhMTsbWlYLAg9NgqxiuVxWItXrz4/fv3e/bsiYuL487NHjt27OzZswce6MClpqZaWFgI7vkMAAAfIex9nrfyVo8dZFD3tqGh4dq1a2Jsi4sQKigo6G/tOITQl19+effu3cGyBQHgkljK0tXVlZmZiRDim9zq7e2tIClLVFQUTLwFgv755x8nJ6fBUvMNAEk5ffr06dOnhXS4d++ebCIRb4M5zO7du4OCgnobKBKitz2VgCLrYX4Tg8EoKChQV1e3tbUV/UTq6uo9Fn6Jjo6WXLTiI5PJWVlZq1evlncgQOEEBgYWFhbKOwoAgDg+//xzPz8/eUcBZKSHURZlZWVFXgOmpKTUZwlqQXFxcUuWLBF9RjAAAADFJ7gKBAxhPd8YUmSxsbFYkZh+cXFxWb58uTTiAQAAAIAMyLQGs0TMmzdPjNLRkyZNGjVqlBTCAQAA0Ld///1X3iGAQW/wpSwAAAAGl9bWVicnJ3lHAQY9SFkAAABIF5vNZrPZ8o4CDHqQsgAAwND05s2btWvX4qTvt99+Kysrk/fTBUPf4Jt+C3q0a9cumKwDwEduxIgRfGsqZfa2kJqampqaiv3c2dnp4OBw8+ZN4YeUl5dv3LhRvHpuHA6HQqEMHz4c+5VCoRgaGooxzREhRKfTubVPgYKDlGWIENzYPT4+/j//+c/o0aOlfWkajaahofHnn39K+0IAAOEYDMavv/4quCOsjP3999+vX7/us1taWhqNRhMvz2htbXV1dU1MTMR+nT9//i+//MLNYPqFw+FoamqKcSCQPUhZhqympiYVFZWvv/5a2hfKycl5+PChtK8CAOgTHo+fOHGipaWlfMMoLCx8+/Ztn93GjRsn9iWoVKqSktInn3yC/UogEOzs7EaMGCH2CcGgACnLkKWurm5hYSGDlEVFRaWgoEDaV5GeZcuWjRw5Ut5RAAAA6AOkLOBjB9UzAQBgUBh8K4bE+0JfXl5OoVAkHQsAAHyMLl++DNPXgOwNvpRl4cKFYiQfSUlJe/bskUY8AADwUWlqatqxY4eVlZW8AwEfnX6nLA8ePDAxMfnuu++kEIxIWCwWk8kUbKdSqYmJiefPn7979y6Hw+F71NPT89q1azQaTSYxAgDAkHXs2LElS5Y4ODjIOxDw0en3XJYnT56QyWRFy68jIiJ27NjR0dGB/Tpx4sS///6bd32vmZnZzJkzExMTN27cKKcYAQBg0CsvL4+Oji4sLOzXUcOGDVu1apWUQgIfj36Psjx79gwh9Omnn0ohGDElJib6+vpaWlreuXOnuLj47NmzFRUVs2fPbmtr4+3m4+MTFRUlryClrampSexjORyOlZWViYnJo0ePeuxQUVFhYmJiYmJCpVLFvgoAYAjYs2fPt99+29/lxEQiMSYmRkohgY9Hv1OW58+fKysrT5o0SRrRiIHJZAYEBOjq6mZmZs6bN8/a2trf3z88PLy6ujokJIS3p5ubW3FxcXFxsbxClapZs2a9efNGvGOLi4vLysooFMrEiRN77JCdnU0mk9XU1HR1dQcQIwBgcMvOzn748OHu3bvlHQj4SPUvZamurq6trbW3t1dRUZFSQP2FfZpu3rzZyMiI2+jl5WVsbBwREcHbk0gkrlmz5tKlS7IOUSYYDAaDwRDvWGzkzMbGRkdHR0gHhRpaAwDI3q5duw4fPqylpSXvQMBHqn8py/Pnz5GCfXSlp6cjhKZPn87biMfjp06dWl9fX15eztvu4+MTExMD20nwwf6s06ZN660DlrII6aBQqFTq4cOHe5yjjeFwOMePH6+ursZ+ra2tFZyvDQDgk5iY2NjYCNMBgRz9X8rCZDLj4+O9vb29vLwuXrzIZDJ/+eUXV1fXp0+fcvtgH11Tp05tbGyMiIjYtm2bu7v7hQsXBrir+P3798PCwu7fvy/Gsdj0Czs7O752GxsbhBBv8AihSZMmmZiYYFkO4BKekTAYjPz8fCShVJVGo2VlZf3222+PHj3q7Owc+AkFaWtrk0ik1atX95i1cDicjRs33rp1S19fH2tZtmwZiUSSRiQADBnd3d1BQUFhYWEEAhQgBXLz3xcflUpdsWJFVlYWQkhLSys2NjYxMbGtrS07O/v8+fPc3tjX8aysrICAAD09vcbGxra2tsTExBcvXpw7d07sIFJTU0NDQ3ft2vX555/391hs2qmhoSFfO7YxWE1NDV+7j49PdHT0okWLxA12qOnq6ioqKkK9ZySFhYV0Op1AIEyZMmWA14qJiQkICGhpacF+NTEx+e2337788ssBnpaPkpJSUlLSsmXL3N3d//jjD2VlZe5DWL5SWlp6+/Zt7v6xTCZTyJAMAAAhFB4ebmFhAe+cQL6UEEIUCsXJySkrK2vhwoV5eXnNzc3v378vLy/Pzs42MDDgLhVms9k5OTkIocbGxry8vMrKSiqV+sMPPyCEIiIiuMPsYnB0dPT29nZ0dBTjWOzzj0gk8rVjs234Fg0hhDw9PdPT0xsbG8WKdAjKz89nMBiqqqr29vY9dsDGYOzs7MTbI57r3Llz3t7e3HwFIVRXV7dkyRLuhvUSpKKikpyc3NnZ6e7uzp3iw5uvaGhoSPyiAAxVVCr1+PHjJ0+elHcg4GOnhBDau3dvSUmJn5/fzZs3HRwccDicmZnZ1q1b0f/eLHj16lVbW5utrW1KSgpWl4VAIAQHB9vZ2bFYLO4tGDab/fr16/r6etGDcHd3j46Odnd3F+MJYEmJ4PbleDweIcSt1MKlq6u7aNGiq1evinGtIQkbORs/fnxTUxOlJ9guzQOcyFJTUxMYGNjjQ5s3b5bGHSJu1rJq1SoGgwH5CgBiO3r06JdffsndNhkAeSGQSKSYmBhra+uwsDDeD35s8QjvzQLs2/bcuXN5u+FwuGnTpv37779kMhkhFB0dvWPHjtbWVjabPX369Pj4eGnvBq6urt7Y2MhgMHjH/xFC2HdrdXV1wUN8fHwCAwO3b98u+lXIZLJg9iMRbW1tw4YNE0y5+ovBYFRXV/M+3/r6elHud2B/1ry8vOHDhwvpJmQiC4fD6ezs5JvpzCc5Obm3/4FkMjklJUWUMTYWi0Wn04cNG9ZnT65Tp05t3bp14cKFampqFAolOjr6w4cPHz584O1Dp9Nra2uFxy8GGo2moaGBw+Eke1op6ezsJBAIfP+IFBaTyezu7u7XK0GOOBxOW1ubpqamDK41kLUFbDa7paWFRqMxmUw1NTVVVVWsqEFFRUV/a8ex2ey2tjaJ/5vi1dLSwuFwysvLW1tbtbS0WCxWVVWVIt/hxSJsbGzU0tLq6uqqq6uT6v+fAcIiLCoqGjZsGI1Ga2hokGq0ov8bIZw+fZrD4Rw8eJBv3XJubi763w+q3taVYOMc+vr6//zzz6ZNm44ePbpr1y4ymfzVV18tXbo0JycHG/CQEh0dnaqqqo6ODr73LzqdjhDS1tYWPMTFxaW0tLSurs7ExETEqyxfvlxKuypSqdRhw4YNfNF4TU3Nli1beG+Q0Wg04VkIBvuzbtq0ady4cYKPtrS0HD16FAkdZXn37l1OTs68efOEXEV4pTs/Pz9Rlk12dnbS6fTeVmL3hsPhvHv3js1mjxo1aunSpYIdampqAgICVFVV+3XaPjU2NmpqagreslRMra2tBAJhsCQBHR0dDAajx3/dCqi7u5tGo3Gne0tVQ0OD4N3w3tBotEePHj148KCgoKC0tLSyspJAIGhoaKipqbW3t7e1tREIBCsrq6ampk8++aS6utrExETEpLa0tPTu3bvC3xMGiM1m0+n0efPmUSgUY2Pj5ubmNWvWKPLU4JaWFk9PTyqVqqenR6FQAgMDB3irXapqa2sDAwM7OzvV1dVbW1vv3bsn1fog/fg3gn2qvX37lvO/sGJxDQ0NfC0lJSV8PbE5EP/++6+zs7ODgwObzcbasRsK169f50iUgYFBdXU199fZs2cjhEgkEl83f39/hNDvv/8ueIYHDx7Y2NhINiq5Gzt2bFFREW9LdHS0h4eH8KO49+/evXvXY4eMjAyEkKamJovF6u0kN27cmD9/vvALRUZGCnkRYttCSQOLxVqzZs3EiRONjIzc3Ny6u7sF+0yZMuXx48dSCgAAWTIzMxN8M+fT1tYWGxvr6uqqqqr62Wef7dmzJzExsaCgoL29na9nfX3977//rqWl5e3tPX78eF1d3Q0bNqSnpwt5N8BERkZ6enoO6Jn0pampSU1NjfurkZFRb29iCsLQ0LCqqgr7ecaMGZmZmfKNRzjeCDds2HD+/Hn5xsOlRKFQ8Hj8mDFjeD9C2tvbX7x4YWlpyc16Ojo6Xrx4oaenN3bsWN6eRUVF//77r7W1tZWV1cOHDxctWsQdCZ85c6a2tra0VxSPHz8eIVRaWsrX/vLlS4TQ5MmTBQ+JjIzcsGGDVKOSPSKRKMYXemxxr5GRUW/377jL2gd46+rzzz/v7fuZjo6OeDOv+8Rms9evX19XVxcYGPjpp5/S6fSVK1eKXXAPgMGOQqEEBQWNGDEiOjr666+/JpPJT548OX78+Ndffz1p0iTBMTYDA4Po6OgTJ05ER0e/fPkyNzd37NixO3bsGDdu3K+//iqlIgUACKGEx+NZLBbfYmASicRisXjvCuXm5rJYrKlTp/Idv3//fg6Hc+LEierqagaDwZfQWFlZlZSUSC96hJCbmxtC6PHjx7yN7e3tubm5pqamgutyaTRacnKyl5eXVKOSvYcPH2KlaPqlz7K2kioeaGlpuX///h4fCg8Pl8Ztfixfqa2tTUlJUVFRUVJSun79OmQt4OPU0dFx6NAhGxsbMpn8+PHjzMzMDRs29Hlnja923OjRo3/44Yd///33l19+uXbtmrW19dWrVzlQhhHIkBI2vnLmzBluU11dHbZcSHAiS0NDA7dqHIvF8vX1TUlJcXZ2Xrp0KbZ4le/mnJqaWmtra59B0Gg0CoVCo9HEeALOzs6amppxcXENDQ3cxsjIyJaWFjc3N8HJjwkJCbNnzxZ9FstgId7uP31mJH0WxhVdUFDQsWPHeIeCNDU1IyIi1q5dO/CT82Gz2d7e3li+wv3uqKqqClkL+Ajdvn17/PjxhYWFeXl5kZGRPc5aE4TVjgsNDeWbIILD4ebPn3/nzp2YmJiQkJBZs2a9fftWOoEDwE9py5YtCKHQ0NCNGzfGx8cfO3bMyckJG3QRXC5UWFjo7u6elJR07ty5GTNmREREzJo1KzExEf3/mep8GTeHwxFlCveRI0eGDx9+5MgRMZ6AiorKoUOHqFTqkiVLCgoKOjo6YmJiAgMDtbW1g4KCBPtHRkb6+PiIcaEhSXjKUlVVhS0Ek0jdWzweHxQUVFJSsnr16k8//TQhIaG0tBR7+Umcj49PTU0Nb76C6TFrGTVqlJ6enjTCAEC+uru7d+3atXHjxvPnz1+/fp1vAoBwWO24xYsX99bB2dk5Ly/Pzc3NycnpypUrkogXgD4Q/P398/Pzr169GhUVdeXKFVdX14yMDCcnJzqd7uDgwO2HfbY9fvzYz89v5cqVCCEikbht27bTp09j35uxFR98C1k7OztlMKt/x44dTU1NISEh3IBNTU2TkpKwAri8Xr9+XVZWJvFyq4NUWVkZVlKvt6kk2B/d3Nzc1NRUUhcdOXLklClT9PX1V61aJalz8mlsbFRTUxPMVzBY1rJ9+/bq6mqsTGJSUpKUIgFAjpqampYsWaKhoZGfn29sbNyvY7HacWlpacK7EQiEwMBAZ2fn1atX5+TknDp1auD1GgAQgkAkEmNjY0+cOEEmkydMmKCiolJaWkqlUh0cHHjv8lRWVmI/kEgkCoVSUVFhY2PDezPCzMxMWVmZd+YKm80uKSnx8PDoM4iTJ08OpK4iDocLDg728fFJTU1tbGy0tbVdtmxZj2tWo6Ki1q5dO1iKT0gbNnJmZWXV29IyBdwFUxT6+voXLlwQ0kFVVfW3336TWTwAyN779+8XLlzo7Ox85swZMdKIftWOc3R0zM7OdnNz+/rrr2NjYxV57S4Y7P57k9LU1JT7TbrPDypjY2PBnF1TU9PZ2fnBgwfcloKCgra2tgULFkg45F5YWloGBAQI6cBkMq9cuYKt2gXo//+hBadU83UYLBs4AwC4vv3229WrV/c25104MWrH6evrZ2ZmfvPNNy9evBDylgLAAPVQeEfs79be3t6rV6+OiorasGEDjUbbsWOHqanpwoULJRCmJKSmplpYWAju+fzROn369OnTp4V0uHfvnoxCAQBI1I0bN8Q+NjAw8Ntvv+1v4XI1NbXo6GixLwqAKCSZsnh4eOTn52/atOmHH35oaWnR09O7fv264uznEhUVBRNvAQBAiNbW1ry8vKioKHkHAkAP+FMWBoNRUFCgrq5ua2srxulCQkJ2796dnZ2toqIyc+ZMxbmpSSaTs7KyLl++LO9AAABAcWlpaZWVlck7CgB6xj8tS1lZubOzs62tTeyNgQwMDL788st58+ZJKV9RUlISI7a4uLglS5b0d3uaQSQ8PFyUEjgAAADAIDX4FqTFxsYaGRn19ygXF5effvpJGvEoiPDw8Hfv3sk7CgAAAEBaFHffy96ItzsotqcjAAAAAAapwTfKAoBkubm5vXr1St5RAAAA6MPgG2UBIiKTySQSCdsuSqrevXtXW1sr7atIT01NTXNzs7yjAAAA0AdIWYashQsX1tbWmpmZSftCw4cP761+LgCDna+vL7axg3zV19fPnTu3zzJXnZ2dERER4v177O7ufvfu3dixYxFCHA7n1atXEyZMECdWhHJycsTb5hYA4SBlkRgKhXLt2jUDAwMZXKulpWXTpk3C+xgaGtra2sognu7ubthWEAxJ7e3tv/322+bNm+UdCCKRSC0tLX2mLJ9//nljY2NLS4sYl/jw4cPDhw9XrFiBEOru7o6Li9u4caM4sSKkpKQEVbOBNEDKIjGXLl36z3/+Y29vL+0LcTicu3fv+vj4CN86JDIy8sKFCxMnTpR2PA0NDZ2dna6urtK+EAAyhsPhcDhcRESEvANBP/zwg4qKSp/drl27JvYlnj17VlFRgT3Z5ubmP/74QxGeOAC8IGWRGAsLi5kzZ8pgW2AGg0EkEjkcjvBuI0aM+OKLL+Lj46Udz99//33u3DlpXwUAAMBHDlYMAQAAAGAQGHwpS0FBgRhHlZeXUygUSccCAACSkZeXB+9RAAg3+FKWhQsXivEPOykpac+ePdKIR0F89dVXJiYm8o4CACCOjo6OpUuXlpeXyzsQABRav1OWBw8emJiYfPfdd1IIRiQsFovJZAq2U6nUxMTE8+fP3717V3Ceh6en57Vr14bwursTJ07IZrESAEDiQkNDp0yZ8tlnn8k7EAAUWr+n3z558oRMJltZWUkjGrFFRETs2LGjo6MD+3XixIl///03bzUFMzOzmTNnJiYmir1sDwxVysrKRCJR3lGAj9eHDx9Onz796NEjeQcCgKLr9yjLs2fPEEKffvqpFIIRU2Jioq+vr6Wl5Z07d4qLi8+ePVtRUTF79uy2tjbebj4+PlFRUfIKEiis27dvOzo6yjsK8PE6cOCAp6fn+PHj5R0IAIqu3ynL8+fPlZWVFWeXQSaTGRAQoKurm5mZOW/ePGtra39///Dw8Orq6pCQEN6ebm5uxcXFxcXF8goV8+zZMxMTExMTk5s3b/bYgcVieXh4mJiYbNu2TTYhcTgcKysrExOT3r7nVVRUYDFTqVTZhCRLurq68g4BfLxev379559/HjhwQN6BADAI9C9lqa6urq2ttbe3F6WokWxkZ2eTyeTNmzcbGRlxG728vIyNjfnqIBGJxDVr1ly6dEnWIf6vadOm2dvbk8nk3t6kfH19ExISbG1tT58+LZuQiouLy8rKKBRKb3XnsP/Jampq8OkOgGTt2rVr9+7dxsbG8g4EgEGgfynL8+fPkYLdFUpPT0cITZ8+nbcRj8dPnTq1vr6ebwa+j49PTEwMi8WSaYgCQkJCcDhcfn7+9evX+R7av3//77//7ujoeOPGDZnlhdjNPhsbGx0dHSEdxPu7U6nUw4cP9zhjGsPhcI4fP15dXS3GyQEY1LKysoqKigICAuQdCACDw/+lLEwmMz4+3tvb28vL6+LFi0wm85dffnF1dX369Cm3D/bRNXXq1MbGxoiIiG3btrm7u1+4cIHNZg8kiPv374eFhd2/f1+MY7F7GXZ2dnztNjY2CCHe4BFCkyZNMjExwbIcOZo8ebKnpydC6NChQ7yLm8LDw4ODg21tbW/fvq2pqSmzeLBMVMieINjfXbxNQ7S1tUkk0urVq3vMWjgczsaNG2/dugUbK4KPDZvN3rVr188//zxs2DB5xwLA4PDflIVKpc6fP9/T0zMmJubGjRtbt251dXW9evVqWlra8OHDub2xz7asrKzRo0f//PPPsbGxiYmJ33zzjb+//0CCSE1N3bVrV2pqqhjHNjU1IYQMDQ352s3NzRFCNTU1fO0+Pj7R0dFihSlJx44dIxKJRUVFf/31F9byxx9/BAQEjBgx4s6dOzJeriw8I2EwGPn5+UjcURYlJaWkpKT29nZ3d3cGg8H7EJavlJaW3rp1S01NTYyTAzB4xcTEsNls7NsLAEAUSgghCoXi5OSUlZW1cOHCvLy85ubm9+/fl5eXZ2dnGxgYcJcKs9nsnJwchFBjY2NeXl5lZSWVSv3hhx8QQhEREQMZ2Hd0dPT29hZv1Qa2Z6ngIlXsrgrfoiGEkKenZ3p6emNjo1iRSsyoUaP8/PwQQj/++CObzc7IyFi/fr2hoWFmZiaWbMlMV1dXUVER6j0jKSwspNPpBAJhypQp4l1CRUUlOTm5s7OTN2vh5iu3b9/W0NAQ78wADFKdnZ2HDh0KDQ0VvrkpAICXEkJo7969JSUlfn5+N2/edHBwwOFwZmZmW7duRf/7zfvVq1dtbW22trYpKSlYXRYCgRAcHGxnZ8disfhuwVRUVIgehLu7e3R0tLu7uxhPAEtKBP/Z4/F4hBC3UguXrq7uokWLrl69Ksa1JCsoKEhbW/vVq1d79+5dvny5mppaenr62LFjxTubk5NTv/6fc+Xn5zMYDFVV1d72oMbGYOzs7AYyEMLNWlatWoXNJYJ8BXzMQkNDHRwcXFxc5B0IAIOJEolEiomJsba2DgsL4/3gx2Zi8n7zxj665s6dy9sNh8NhaQ2ZTGYwGOXl5Xfu3PH09Fy1apVsnoC6ujpCiO+OA7cFe5SPghRo0dfXx/YQOHnyJIvFSklJmTx5sthna2pqEhxSEgV2s2/8+PFNTU2Unjx8+BCJO5GFl4qKyvXr17u6uq5cufLPP/9AvgI+WljtuJ9++knegQAwyBBOnz7N4XAOHjzItz4lNzcX/W/K0tskTeyTUl9f/9q1ax4eHjY2NrW1tdjsVxnQ0dGpqqrq6Ojgm8JGp9MRQtra2oKHuLi4lJaW1tXVib4pj4eHR5/3kshkMja0I7oNGzYcOHCAxWKFhITMmjWrX8cuWLAAh8Nxf62pqdmyZQtvBlBbWyvKtD4sE83Ly+OdtCRIyESW6urq3NzcefPmiRI2i8V69eoVQmj27NnLli0T5RCulpaWtrY2MzOzfh2FEHr37l1tbW1vEb59+9bc3FxVVbW/pxWusrLSyMhosMysJJPJRCJRT09P3oGIhEqldnV1yWBTLRaLJbj7h3AcDufVq1cvXrwoLS0tKytrb2/HqhmpqakNGzbM3Nzc0tLy1q1bK1eunDBhguinLS4uLiwsfPz4cf+eQH+0tLSUl5c7OzuXlZWNGTOmu7tbxH/UcsFgMOh0+rx5816/fm1ra9vc3LxmzRqJ/yuWoJaWFk9Pz+rq6hEjRrx8+TIwMFCR/7lhEba1tenp6VVVVT19+vTatWvSu1xHR8eHDx9GjRrVZ0/C3bt3EUJOTk58D3AXB/G1CH50YZ9A9vb2Y8eO7ezsVFVVFVy/Iz3YaFBlZSXflNXKykrUS8ry5MkTCwuLfr3f7dixo7W1VXifu3fv5uXliX7Orq4uDw8P7C5JcnJyf6cwBwYG8g53eXt7+/j48O5RcOfOnTdv3vR5HiwT3bRp07hx4wQfbWlpOXr0KBI6ymJkZDRq1ChRdp3kcDghISFGRkYMBqO7u3vv3r0EQj+2jOjo6Ghra+MtwCOizMzMjIyM3iL85ptv+vv5IYqamhpDQ8PBshVAY2OjiorKYBn0amtr6+rqksEsdTqdLuJKxtbW1uTk5Bs3bjx8+FBFRWXy5Mk2NjaffPKJrq6uhoaGsrJye3t7W1vb+/fv09PTb9++TSAQ8vLyFixY4OHh0Vs9JF7m5uYaGhpeXl4Dfk69evPmzalTp3744Yeqqip9ff0nT54o8laybW1t2dnZe/bsqaysHDVqVE5OzrZt28R4c5AZEon0zTffdHZ2mpub79ixw8PDw8HBQd5B9eq7777z8PAYPny4np5eeHi4jY3NkiVLpHe57u7u+vp6kb6O4nA4PB7PZrM5PNra2vB4vKWlJbelvb0dj8fr6elx/ldhYSEOh7O2tuZtnDhxoqOjI0c6DAwMqqurub/6+voihOLi4vi6OTs7I4RycnIEz7B+/frjx49LPLCrV68uX75cxM4MBsPNzQ0hdPDgQWx9b1pamojHdnd3I4SYTCZv49ixY4uKinhboqOjPTw8hJ+qvr4eexm8e/euxw4ZGRkIIU1NTezrZo9u3Lgxf/78PsNmsVhr1651dnb+6aeftm3btmDBAjc3t+7u7j4PHLiEhAQ3N7feHp0yZcrjx49lEAYYdNrb25WUlIT3yc3N9fT01NDQWLBgwcWLF9++fSu8/6JFi3766ScajZaRkeHv7z98+PCJEydGRER0dnYKOWrv3r1YTQTpyc7OnjRpEvYzlUpVVVWV6uUGqKmpSU1NjfurkZFRb29iCsLQ0LCqqgr7ecaMGZmZmfKNRzjeCDds2HD+/Hn5xsOlhMfjWSwW32JgEonEYrF4B1Ryc3NZLBbvoAtm//79HA7nxIkT4udXA4N98PONl7a3t+fm5pqamgoucqHRaMnJyVL9stInDoezcePGv//+e/v27YcPH96xYwdCaO/evZx+DkEPHIlEQggZGRmNGDGixw7cwbYBrmtgs9nr16+vra1NSUlRVlbG4/HXr1+n0+krV64UnIcEwKBAIpHmz5+/aNGiiRMnvn37Ni0tbdOmTZaWlkIO4daO09DQmDt37tmzZ6urq0+cOPHnn3+OHDkyLCwM+0ICAOiR0pgxYxBCZ86c4TbV1dVhy4UEJ7I0NDRwq8axWCxfX9+UlBRnZ+elS5cOJAgajUahUGg0mhjHOjs7a2pqxsXFNTQ0cBsjIyNbWlrc3Nx4Z3tgEhISZs+eLYO74ELs3Lnz8uXLq1atwkry+/v76+rqFhQUxMfHyziSPsvaSqTeMZvN9vb2xvIV7twOVVVVyFrAINXQ0LB58+bFixe7ublVVlb+8MMPolTcZ7PZu3fv5qsdh8fjXV1dMzIy0tLSbt++bWdnd/v2bWnGDsAgprRlyxaEUGho6MaNG+Pj448dO+bk5IQNugguFyosLHR3d09KSjp37tyMGTMiIiJmzZqVmJg4wCCOHDkyfPjwI0eOiHGsiorKoUOHqFTqkiVLCgoKOjo6YmJiAgMDtbW1g4KCBPtHRkb6+PgMMOCBCA4OPnXq1Jw5c65cuYJlVJqamt9//z1CaP/+/TL+jtVnRtJnYVxR+Pj41NTU8OYrGMhawGCUkZFhb29PIBBev3797bffij7lE9stpLfacQ4ODpmZmcePH9+yZQs26UFyIQMwRCj5+/uvWbMGIRQVFbV+/XoSiZSRkUEkEgkEAu/kIOyj6/Hjx5WVlStXrvz222/z8/O3bduWmZkp91LrO3bs2LdvH4lEcnBwUFdX9/b21tfXT0tLE6zJ9vr167Kysi+//FIucSKEfv311/3799vb21+/fp13Yub27dt1dHQqKir4tnKUNuEpS1VVFZlMFtJBFI2NjWpqaoL5CgbLWoyNjWGPIaD4OBzO/v37161bFxkZeeHChX699YlYO27ZsmWFhYVkMvnTTz/l2yINAEAgEomxsbEnTpwgk8kTJkxQUVEpLS2lUqkODg68pcOwBTgIIRKJRKFQKioqbGxsJLWv78mTJ0+ePCn24TgcLjg42MfHJzU1tbGx0dbWdtmyZT1+9YmKilq7dq2ysvIAghVfYmKin5/fyJEj09LStLS0eB/S1tYOCAg4fPjw0aNHvb29ZbPBUFlZGbZyu7e6w1hCY25ubmpqKvZV9PX1L1y4IKSDqqrqb7/9Jvb5AZANBoOxYcOG0tLSvLw8Mf5FiF47Tk9P79q1a2FhYTNmzPj7778FZxAC8NH67xJTU1NT7j/CPm8WGBsbK+BW6ZaWlsI3RGUymVeuXMGWwMheenr6unXrdHV109PTe5xJ89133506daq+vj4sLOzHH3/s7/mVlJT6O0MWu9lnZWXV25dFBdy4GwB5WblyZVdX1z///CPGUvAPHz6cOnUKq8ooop07d5qbmy9cuPDff/8dyHcGAIaSHj7kxP6g6urqKisrKysro9PpvD9LIExJSE1NtbCwkGXNGK7s7OwVK1bg8fjU1NTeiuzp6Ohs374dIRQWFkahUPp7iaSkpB4LqwiB/aGFfIeTyEQWAIaGzZs3p6SkiFe65sCBA6tXr+5v7R93d/fCwkL5rhUAQKH0UMhL7JQlNzd35syZ3F+xfYhycnI++eSTAUQoMVFRUfKaeOvk5CRKNf2jR49iddvEIEYltNOnT2NLlnpz79498YIZdARXlgHAR+w5cGVlZX/++acodR0FyXiTVAAUHH/KwmAwCgoK1NXVbW1t+3uuGTNmyL6yiIjIZHJWVtbly5flHQhQOKdOnRrI7k4ACGdkZPT3338rcmFWAAYL/pRFWVlZwRfXKSkp9XcrH4RQXFzckiVLsOr+APCaPXu2vEMAQ5mmpibv8DMAQGz92OFFQcTGxorxfcXFxWX58uXSiAcAAAAAMjD4UhbxNhedNGmSxCMBAAAAgMwMaOMYAAAAAADZGHyjLAqLxWI1Nzfn5uZK+0JMJlPEbk1NTTKIR6GWsgMAABiqIGWRGDqd/ubNG2xHSWkzMDDos3AcnU5/+fKlDOLp6OjQ09OT9lXAkNHa2spiseQdBVJWVhaxyAqVSpV2MH2i0+kqKiryjgIAOYOURWI2bdq0adMmeV399u3bc+bM4d2mwM/Pz8/PT17xANCjp0+fKkg1BBwO9/PPP+/Zs0dIHwKBoKSkpAgZOQ6HW7dunbyjAEDOIGWRmHPnzu3evVv0bV0Hgk6nt7W18RZACwgISEpK4q3tGxoaevDgQRnEw2Qyx4wZU1BQIO0LgSFATU3Nxsbm9evX8g4ErVixwsLCQngfIpE4kD3Gr1y5kpKSgu11//z5882bNxcWFop9NgAApCwSo6OjM3v27PPnz0v7Qkwm08bGhs1mC69Po6+v7+LicubMGWnHk5mZmZCQIO2rSE98fLyrqyvU7AEAAAUHKYvE4HA4dXX1MWPGSPtCIn7tw+FwGhoaMohn+PDhBMIgfiGFhoaOHDly+vTp8g4EAACAMLDIGQAAAACDwOBLWcSbM1FeXi7G9sgAgEGKyWROnjz57du38g4EACAxgy9lWbhwoRjJR1JSkvClAQCAoSQiImLYsGGWlpbyDgQAIDH9TlkePHhgYmLy3XffSSEYkbBYrB5rqVGp1MTExPPnz9+9e1dwCaWnp+e1a9doNJpMYgQAyBONRjt27FhoaCjvqjoAwGDX75TlyZMnZDLZyspKGtGILSIiwtzc3N3d3c/Pz8XFxd7evqKigreDmZnZzJkzsdWGAICh7aeffpozZw5MqQZgiOl3yvLs2TOE0KeffiqFYMSUmJjo6+traWl5586d4uLis2fPVlRUzJ49u62tjbebj49PVFSUvILkevbsmYmJiYmJyc2bN3vswGKxPDw8TExMtm3bJpuQOByOlZWViYnJo0ePeuxQUVGBxawIZUABEK66uvrXX389evSovAMBAEhYv1OW58+fKysrK87GyEwmMyAgQFdXNzMzc968edbW1v7+/uHh4dXV1SEhIbw93dzciouLi4uL5RUqZtq0afb29mQy+cCBAz128PX1TUhIsLW1PX36tGxCKi4uLisro1AoEydO7LFDdnY2mUxWU1PT1dWVTUgAiG3v3r2bN2+GWSwADD39S1mqq6tra2vt7e0VZ7cL7NN08+bNRkZG3EYvLy9jY+OIiAjenkQicc2aNZcuXZJ1iAJCQkJwOFx+fv7169f5Htq/f//vv//u6Oh448aNfv1PdnBw0NfXFy8ebOTMxsamt3JqCji0BkCP8vPz09LS9u7dK+9AAACS17+U5fnz50jBPrrS09MRQnw3rfF4/NSpU+vr68vLy3nbfXx8YmJi5L4l2+TJkz09PRFChw4d4p0pHB4eHhwcbGtre/v2bU1NzX6dMyEhwdTUVLx4sD/rtGnTeuuApSxCOghBpVIPHz4sZPdpDodz/Pjx6upqMU4OAJ/du3cfPHhQEXYFAgBI3P+lLEwmMz4+3tvb28vL6+LFi0wm85dffnF1dX369Cm3D/bRNXXq1MbGxoiIiG3btrm7u1+4cIHNZg8kiPv374eFhd2/f1+MY7HpF7x762BsbGwQQrzBI4QmTZpkYmKCZTnydezYMSKRWFRU9Ndff2Etf/zxR0BAwIgRI+7cuWNgYCDLYIRnJAwGIz8/H4mbqmpra5NIpNWrV/eYtXA4nI0bN966davPISIajZaVlfXbb789evSos7NTjEh6s3HjxrFjx0rwhEBebty4UVFR4evrK+9AAABS8d+UhUqlzp8/39PTMyYm5saNG1u3bnV1db169WpaWtrw4cO5vbGv41lZWaNHj/75559jY2MTExO/+eYbf3//gQSRmpq6a9eu1NRUMY5tampCCBkaGvK1m5ubI4Rqamr42n18fKKjo8UKU5JGjRqFbbP8448/stnsjIyM9evXGxoaZmZmYpHLTFdXV1FREeo9IyksLKTT6QQCYcqUKWKcX0lJKSkpqb293d3dnW+rASxfKS0tvXXrlpqampCTxMTEWFhYODs7b926ddasWZaWluK9Wnr0zTffCL5+wKDDZDL37dt38uRJIpEo71gAAFKhhBCiUChOTk5ZWVkLFy7My8trbm5+//59eXl5dna2gYHB6NGjsa5sNjsnJwch1NjYmJeXV1lZSaVSf/jhB4RQREQEd2C/oaEhPz+/XxVQHB0dvb29HR0dxXgCLS0tCCHBNylsIgjfoiGEkKenZ3p6emNjoxjXkqygoCBtbe1Xr17t3bt3+fLlampq6enpsv+6n5+fz2AwVFVV7e3te+yAjcHY2dkJzyqEUFFRSU5O7uzs5M1auPnK7du3NTQ0hBx+7tw5b29v7A+NqaurW7JkiQSzFjAEREREaGtrL1u2TN6BAACkRQkhtHfv3pKSEj8/v5s3bzo4OOBwODMzs61bt6L/vVnw6tWrtrY2W1vblJQUrC4LgUAIDg62s7NjsVhPnz7t6OhYvXq1kZHRlClTtLW1FyxY8O7dO1GCcHd3j46Odnd3F+MJYEmJkhL/pBxsl+OOjg6+dl1d3UWLFl29elWMa0mWvr4+VpD35MmTLBYrJSVl8uTJsg8DGzkbP358U1MTpScPHz5E4k5k4eJmLatWrcLmEomYr9TU1AQGBvb40ObNmyV7hwgMXlA7DoCPAYFEIsXExFhbW4eFhfF+8GOLR3hvFmDftufOncvbDYfDTZs27d9//yWTyVu2bCkpKcnNzR05cuSdO3f8/Pzmzp1bVFQk9rdzUairqzc2NjIYDGVlZd527Nu8urq64CE+Pj6BgYHbt28X/Srp6emtra3C+zx79qzPPnw2bNhw4MABFosVEhIya9asfh37119/CSZqvEgkkijxYH/WvLw83juAgoRMZOnq6qJQKH/++Wef11q3bt3JkyefP3/OZrN1dHT27dt3+/Zt4Yc8ePBAMO/EkMnk0NDQcePG9Xnd+/fvl5WViRKhBFVWVg4fPlxVVVWWFxUbmUxWUVGRwSL2yspK8RJNDofz/v37ysrK9vZ27IuKmpqahobGiBEjRowYIUbtuNbW1mfPnvG9b0jW8+fPq6urY2Nja2trWSxWS0uLjF+E/VJaWtrc3JyYmFhaWmpmZsZisRQ52vb2dizCN2/ejBs3jk6n37x5U8azAPsFi5BKpY4ePbqhoeH+/fvYrAbFhEVYUFBgYGBQWVmJx+Ol+mLo6uoik8mjRo3qsyfh9OnTHA7n4MGDfEtqc3Nz0f9+UPW2rgR7+1BRUfnjjz9IJJKDgwNCyMPDg06ne3t7X716ddOmTQN9Qr3T0dGpqqrq6OgYNmwYbzudTkcIaWtrCx7i4uJSWlpaV1dnYmIi4lWSk5P7fHlVVVXxzdUQrqury8PDAxtySE5O7u98oL/++kv4F8rKykrhOQ0G+7Nu2rSpx8/+lpYWrCSXkFGW5uZmMpks4gt69OjRL168YLPZ06ZNS0lJ6bP/v//+K+TRGzduCO+AKSkpqampkfH779u3b4cPHy58DElx1NTUqKioyOAdv7m5ub29XfTOd+/evX///qNHj16/fq2mpjZy5Eg9PT11dXUcDtfe3k6j0SorKxsbGzkczsqVK69cubJgwQLeegdCNDU1PXv2rK6ubgDPpg/v3r2rra2Nj4+vq6vT09Nrbm5W5CSgqamppaXljz/+KC4utra2ZrPZihxtd3c3lrIUFRXZ29t3dXXdvHmT71NAodDp9NTU1Hfv3llaWjY2Nj548ODNmzfyDqpXWIRtbW2GhoYVFRUtLS28t+Ylrq2tTdSq+th367dv33L+F1YsrqGhga+lpKSEryc2B+Lff/+9fv06b3tVVRVCyN/fnyNRBgYG1dXV3F9nz56NECKRSHzdsAzg999/FzzDgwcPbGxsJBsVh8O5evXq8uXLRezMYDDc3NwQQgcPHsQWy6SlpYl4bHd3N0KIyWQK7xYdHe3h4SG8T319PfYyePfuXY8dMjIyEEKamposFqu3k9y4cWP+/Pl9hs3hcFgs1po1a5ydnRcsWODm5tbd3d3nIZGRkUJevdh+Un1KSEhwc3MTpSeQtvz8/HHjxgnvw2Kxrl+/vmLFCg0NjTlz5vz44493796tr6/vrb+Hh8eaNWtOnDjx5ZdfamhozJs3Lzo6uqurS/hVli9ffvXqVXGeg8guX7789ddfYz8/e/bM3t5eqpcboOzs7EmTJmE/U6lUVVVVuYbTh6amJjU1Ne6vRkZGvb2JKQhDQ8Oqqirs5xkzZmRmZso3HuF4I9ywYcP58+flGw+XEoVCwePxY8aM4f0kaG9vf/HihaWlJXfpaUdHx4sXL/T09PjmhxYVFf3777/W1tYTJ05cunQp70PYx6HYxUJENH78eIRQaWkpX/vLly8RQj3ODomMjNywYYNUoxKOw+Fs3Ljx77//3r59++HDh3fs2IEQ2rt3L0dgN0dpI5FICCEjI6MRI0b02IG7rF2UARvh2Gz2+vXr6+rqUlJSrl+/TqfTV65c2ee41Oeff97b0L2Ojo54U7aBwqLT6RERETY2NkeOHPniiy/Ky8vv3r176NChOXPm9DYClJ+fn5mZefbs2d27d6ekpNTU1Kxbt+7y5csjR44MDg6W6ldDAICMKeHxeBaLxbcYmEQisVgs3rtCubm5LBZr6tSpfMfv37+fw+GcOHFC8NT/+c9/9PX1pZ0cYGMVjx8/5m1sb2/Pzc01NTUVXJdLo9GSk5O9vLykGpVwO3fuvHz58qpVq7CS/P7+/rq6ugUFBfHx8WKf093dvba2tr9H9VnWVlLFA7F8pba2NiUlZdiwYaqqqiJmLZaWlvv37+/xofDw8P4W3AOKLDU1dcKECQkJCefPn8/Nzf32229FWXy+e/fuAwcOcGvHaWlprVu37u7du7du3SoqKrKxsbl48eIAC0cBABSEEja+cubMGW5TXV0dtlxIcCJLQ0MD9x8/i8Xy9fVNSUlxdnbmG19BCB0+fDglJSUtLc3Y2LjPIGg0GoVC6de6aC5nZ2dNTc24uLiGhgZuY2RkZEtLi5ubm+Bsj4SEhNmzZ4s+i0XigoODT506NWfOnCtXrmDhaWpqfv/99wih/fv3Yzd9xJCfny/Gyu0+M5I+C+OKgs1me3t7c/MVrFH0rCUoKAirvMdt0dTUjIiIWLt27UCi4nr16lW/JiEBiWtoaPjqq68CAgL+85//3L17d968eSIeKKR23JQpUxISEpKTky9evDh9+vSysjKJhgwAkAOlLVu2IIRCQ0M3btwYHx9/7NgxJycnbNBFcLlQYWGhu7t7UlLSuXPnZsyYERERMWvWrMTERL6THj58+OrVq0+fPhVx3P7IkSPDhw8/cuSIGE9ARUXl0KFDVCp1yZIlBQUFHR0dMTExgYGB2traQUFBgv0jIyN9fHzEuJBE/Prrr/v377e3t79+/TrvZ/D27dt1dHQqKir49kWSNuEpS1VVFZlMFtJBRD4+PjU1Nbz5CkbErAWPxwcFBZWUlGzcuHHSpEkJCQmlpaXY61Yi1q9fj002B3Jx7969yZMnjxw58uXLl9igqYhEqR332WefZWdnL1++fNq0aYpQ2gAAMBBK/v7+a9asQQhFRUWtX7+eRCJlZGQQiUQCgYCt/cFgn22PHz+urKxcuXLlt99+m5+fv23btszMTN5S62w2e+vWrffu3Xv+/Dk2y0QGduzYsW/fPmyxkrq6ure3t76+flpammAZ2devX5eVlX355ZeyCYxPYmKin5/fyJEj09LStLS0eB/S1tYOCAhACB09elS80SYxlJWVYQMzvWWW2B/d3Nx8IBOSGhsb1dTUBPMVDJa1GBsb97nH0MiRI7FNsFetWiXK0J3o2Gw23DiQl8jIyFWrVp0/f/7MmTP9XRAuYu04JSWlwMDAtLS0/fv3YzeyBxAvAECeCEQiMTY29sSJE2QyecKECSoqKqWlpVQq1cHBgbeeSmVlJfYDiUSiUCgVFRU2NjZ8VRy6u7vXrFlDIBDS09P7VTP75MmTJ0+eFPs54HC44OBgHx+f1NTUxsZGW1vbZcuW9fj2FxUVtXbtWqlWYuhNenr6unXrdHV109PTe7wt9d133506daq+vj4sLOzHH3+UQUjYyJmVlVVv+/tIZCKLvr7+hQsXhHRQVVX97bffBnIJMEj99NNPFy5cyMrKmjBhQn+PxWrHJSUliVg7ztHR8cmTJ4sXL37//n1MTEz/gwUAyB8B+4+pqSn3m3SfH1TGxsaCX3NZLBb2drBnz564uDjubsljx47F1iFLm6WlJTZQ0Rsmk3nlyhVs1a6MZWdnr1ixAo/Hp6amYvs1CtLR0dm+ffuxY8fCwsK2bdsm2YGEHmF/aMEp1XwdBjiRBYAedXV1PXny5NGjRyNHjhTjcDFqx5mYmGA7sLLZ7IGvgAMAyB5BsEm879ZdXV2ZmZkIIb6ZIt7e3rJJWfqUmppqYWEhuOezDDg5OQnudiTo6NGjWN022Th9+jS2ZKk39+7dk1Eo4OOjqqoq9i5RVVVVv/76a15eXn8P1NTUlM0QJgBAGiSWsqirqyv4TeKoqCg5TrwFAEjK27dvDx48yN2xFQDwkeBPWRgMRkFBgbq6uq2trVwCkhIymZyVlXX58mV5BwIAGChnZ2dnZ2d5RwEAkDX+lEVZWVnBd8dVUlLCdmnul7i4uCVLlmB7PQIAAABg0OnhxpCCi42NFXHbM14uLi7Lly+XRjwAAAAAkIHBl7KIXhmTF7an4xB25swZvu2fAAAAgKFk8KUsoEeurq7yDmGwmjZtGrafOQAAAEUGKYvEVFVVZWVlyWBvYQ6Hg8Ph+qygVVlZeefOHRnEM9g3yz1//ry8QwAAANA3SFkk5ptvvvnkk0+4O8pKVWtra5+1sL777rsZM2bIIB4WiyWXgsIAc/v2bQVZ8VtSUpKQkNBbsURMa2trbW3tqlWrxLsEhULhcDjYqFhLSwuVSh01apR4p3r+/Plnn30m3rEAALmAlEVitLS0xJtnIyUvXryIjo4eMWKEtC/U3t6ur6/PuyMVkCUymcxkMufOnSvvQNDTp0+bmpqE93F0dNy+fbuFhYV4l0hJSWGxWNiTffbsWUNDg9hPfMKECStWrBDvWACAXEDKMmQ9ffq0oKBABilLXV3d48ePoaiovKirq48YMUKCW1uLLTw8vM/xtmHDhg2kxHNNTQ2TycSe7LBhw1pbWxXhiQMAZANSliHL0NBw0qRJx48fl/aF/v7773Pnzkn7KgAAAD5ysDcYAAAAAAaBwZeyFBQUiHFUeXk5hUKRdCwAfEQ4HM6xY8cYDIa8AwEAfKQGX8qycOFCMZKPpKSkPXv2SCMeBfHy5UsWiyXvKMBQlpCQkJCQQCDA3WQAgHz0O2V58OCBiYnJd999J4VgRMJisZhMpmA7lUpNTEw8f/783bt3BfeU9vT0vHbtGo1Gk0mMcrBixYo3b97IO4pBiU6nyzuEQaC7u3v//v2hoaF9FgQCAAAp6XfK8uTJEzKZbGVlJY1oxBYREWFubu7u7u7n5+fi4mJvb19RUcHbwczMbObMmYmJifKKUNrYbDabzZZ3FIPS3Llzxbvb+FE5ffr0yJEjFyxYIO9AAAAfr36nLM+ePUMIffrpp1IIRkyJiYm+vr6WlpZ37twpLi4+e/ZsRUXF7Nmz29raeLv5+PhERUXJK0igsDo6Ojo6OuQdhUKjUqknT54MDQ2VdyAAgI9av1OW58+fKysrK84ug0wmMyAgQFdXNzMzc968edbW1v7+/uHh4dXV1SEhIbw93dzciouLi4uL5RWqwuJwOFZWViYmJo8ePeqxQ0VFhYmJiYmJCZVKlXFsQBH8+OOPS5cuhWqBAAD56l/KUl1dXVtba29vr6KiIqWA+is7O5tMJm/evNnIyIjb6OXlZWxsHBERwduTSCSuWbPm0qVLsg5R4RUXF5eVlVEolIkTJ/bYAfufrKampqurK+PYgNyVlZVdvnz50KFD8g4EAPCx61/K8vz5c6Rgd4XS09MRQtOnT+dtxOPxU6dOra+vLy8v52338fGJiYmBlTV8sJt9NjY2Ojo6QjrI+O9OpVIPHz7c41RrDIfDOX78eHV1tSyj+gjt3r07ICBA7BL7AAAgKf+XsjCZzPj4eG9vby8vr4sXLzKZzF9++cXV1fXp06fcPthH19SpUxsbGyMiIrZt2+bu7n7hwoUBTvy8f/9+WFjY/fv3xTgWu5dhZ2fH147tzcYbPEJo0qRJJiYmWJYDuLBMdNq0ab11wP7uQjpIg7a2NolEWr16dY9ZC4fD2bhx461bt/T19YWfh0ajvXz58t27d48ePers7JROsEPW06dPnzx5snPnTnkHAgAA/z9loVKp8+fP9/T0jImJuXHjxtatW11dXa9evZqWloZtmorBPtuysrJGjx79888/x8bGJiYmfvPNN/7+/gMJIjU1ddeuXampqWIci23DZmhoyNdubm6OEKqpqeFr9/HxiY6OFivMIUt4RsJgMPLz85HMR1mUlJSSkpLa29vd3d35ypdh+UppaemtW7fU1NSEnCQmJsbCwuLIkSOFhYWzZs2ytLQU72X2ceJwOLt27Tp27Jimpqa8YwEAAKSEEKJQKE5OTllZWQsXLszLy2tubn7//n15eXl2draBgQF3U3s2m52Tk4MQamxszMvLq6yspFKpP/zwA0IoIiJiIOPzjo6O3t7ejo6OYhzb0tKCECISiXzt2GwbvkVDCCFPT8/09PTGxkaxIh2Curq6ioqKUO8ZSWFhIZ1OJxAIU6ZMkW1oSEVFJTk5ubOzkzdr4eYrt2/f1tDQEHL4uXPnvL29sVcIpq6ubsmSJZC1iOiPP/6gUqne3t7yDgQAABDCUpa9e/eWlJT4+fndvHnTwcEBh8OZmZlt3boV/e8371evXrW1tdna2qakpGB1WQgEQnBwsJ2dHYvF4t6CodFo+fn5/cpg3N3do6Oj3d3dxXgCWFKipMQ/KQePxyOEBBev6urqLlq06OrVq2Jca0jKz89nMBiqqqr29vY9dsDGYOzs7ISPZ0gJN2tZtWoVNglJxHylpqYmMDCwx4c2b94Md4j61N3dfeDAgVOnTkG5WwCAglAikUgxMTHW1tZhYWG8H/zYTEzeb97YR9fcuXN5u+FwOCytIZPJLBbru+++MzQ0/Pzzzy0sLBwdHQsLC6X9BNTV1RFCgvueYC3Yo3yGZIEWPT094R/hvcFu9o0fP76pqYnSk4cPHyKZT2ThpaKicv369a6uroiIiCdPnoiSryCE7t6921u1FTKZnJubK4VIhxSoHQcAUDSE06dPczicgwcP8q1bxt7TeVOW3iZpYuMc+vr6Xl5eZWVlT548cXBwKC8vX7Vq1aJFiyoqKgTv2kiQjo5OVVVVR0fHsGHDeNuxKuza2tqCh7i4uJSWltbV1ZmYmIh4FTs7O8FpMRLR2dmprKwskS+yn3zyCe+v3d3do0aN6vMoLBPNy8vjnbQkSMhEloqKiqysLD09PRHj7O7uZrPZqqqqIvbHcDiclpYWDofT2Ng4YsSIPvsLH0dZsGAB9wVPo9FcXV2xYTkJ6ujoUFFRkfhpBXV3dwv/2/FhMpl5eXlPnjx58+ZNSUnJ+/fv29vbu7q6EEJqampaWlqjRo0yNzf/448/oqKi2Gy24BBmb6qqqlxcXKT6lLE/69mzZ1kslpKSEoPBEP2FJ3vd3d0MBkNbW5tOpxOJxI6ODkWOlslkdnR06OrqYm+ndDpdkaPlcDhdXV16enrt7e3q6urNzc329vaiv1Zlr7m52c7OrrOzU01Nrb29fdmyZYo8fkmj0ZYtW8ZgMJSVlel0ekJCQlBQkPQux2Kx6HQ634d4jwh3795FCDk5OfE9wF0cxNci+NH16tUrhJC9vb22traTkxO2gsPS0vKrr746ePDgy5cvpVqBChsNqqysNDAw4G2vrKxEvaQsT548sbCwED1fQQhlZ2d3d3cPJM7edHd3Symli4uLe/DgQZ/dsEx006ZN48aNE3y0paXl6NGjSOgoy+jRo2fNmvXXX3+JGBi2t0C//rmy2ext27YVFBS0trZOmTLl0qVLysrKwg+5evWqkFnh8fHxs2bNwn6W0p9Aen9ZPtevX7927Vqf3bq6ulJSUuLi4v7555/hw4fPmjVr/PjxixcvtrCw0NLS0tbWZjKZ7e3tLS0t5eXlp06dMjY23rFjh6+v75IlSzw8PFxcXPr8f25hYXH27Fmp/ns/fvw4k8nct28fm82+du3arVu3FLnSUkJCQlpaWnR0dHd394sXLwICArAxS8WUm5v7/fffP3jwgMFgdHR0jBs3rqysTN5B9aq5uXn8+PFlZWXYx6qNjc0///yDrbpQTNbW1llZWYaGhkQi0dXVde/evZ9//rm8g+oVFuFnn31GJBL9/f0dHBx8fHykekUR3zAJFAoFj8ePGTOGt7W9vf3FixeWlpbcFaQdHR0vXrzQ09MbO3Ysb8+ioqJ///3X2tp64sSJfIXIMjMzVVRURo4cOeDnIsz48eMfPHhQWlrKN3v35cuXCKHJkycLHhIZGblhw4Z+XUVdXb3He0yKTF1dvc/vHA0NDdi70oEDB3ocusjMzEQIaWpq9pjQcBEIBOlVmWOz2evXr29sbAwICHjy5EljY+PmzZv/+usv4Z+grq6uysrKgncMEUI6Ojpz5swZMqtg+vxD19bWnj59+uLFixMnTlyzZs25c+dMTU2F9NfS0nr58mVRUZGFhUVZWdlff/21b98+Mpns7+/v6+sr5A+Nw+G0tLSkWm9QVVWVyWRi70vq6upEIlGRyxvyRvju3Ts8Hq/I0WpqanIjbG5uxuFwihwtQog3QhwOp62trcgBYxEaGxsjhAgEgqampiJHi0WIRUskEocNG6Yg0Srh8XgWi8V314NEIrFYLN4BldzcXBaLxTvogtm/fz+Hwzlx4gS3pbu7u6KiYvfu3Q8ePAgKCpL20KKbmxtC6PHjx7yN7e3tubm5pqamgotcaDRacnKyl5eXVKMaLEgkEkLIyMiot1st3ME2eY24YvlKbW1tSkoKkUjE4/HXr1+n0+krV67sMR3hsrS03L9/f48PhYeHD5l8RbimpqZvv/3W1ta2tbWVRCI9fPjQ19dXeL6C/rd2nKWl5Z49e/Ly8v7+++/CwsLRo0cfOXIEJi8DAORCCRtfOXPmDLeprq4OWy4kOJGloaGBWzWOxWL5+vqmpKQ4OzsvXbqU23PGjBljxowJDQ3duHHjgQMHRAmCRqNRKBQajSbGE3B2dtbU1IyLi2toaOA2RkZGtrS0uLm54XA4vv4JCQmzZ8/u112hIazPsrbyrXfMZrO9vb2xfIV7m1NVVVXErCUoKOjYsWO8g42ampoRERFr166VbtwKgMPh/P777+PGjevs7CwuLv71119F3H29t9pxjo6Of/zxB4lEIpFI2LJBKUQNAADCKG3ZsgUhhGUY8fHxx44dc3JywgZdBJcLFRYWuru7JyUlnTt3bsaMGREREbNmzUpMTOQ94+XLl58+ffrLL78kJSV5enoKKbjOdeTIkeHDhx85ckSMJ6CionLo0CEqlbpkyZKCgoKOjo6YmJjAwEBtbe0epwtFRkZK+57cINJnRtJnYVyp8vHxqamp4c1XMCJmLXg8PigoqKSkZOHChRoaGgkJCaWlpdgLfmhrampavnz52bNnU1NTIyMjRZ+c22ftuLFjx6akpPz666/ffPONn58fDLcAAGRJyd/ff82aNQihqKio9evXk0ikjIwMIpFIIBB4p9FhH12PHz+urKxcuXLlt99+m5+fv23btszMTL6K6ba2tk5OTn5+fhEREfHx8eHh4dJ+Djt27Ni3bx+JRHJwcFBXV/f29tbX109LSxOcivX69euysrIvv/xS2iENFsJTlqqqKjKZLKSDVDU2NqqpqQnmKxgsazE2Nu6zAtDIkSPHjRunoaGxatUq7Nbs0FZYWOjg4GBiYvL8+fP+/uFErB23cOHCgoKCurq6zz77TEor6QAAQBCBSCTGxsaeOHGCTCZPmDBBRUWltLSUSqU6ODjwlg7DFuAghEgkEoVCqaiosLGxET4f54svvkAIpaenf//998KDOHny5MmTJ8V+DjgcLjg42MfHJzU1tbGx0dbWdtmyZT2uoY2Kilq7dm2fCx8+EmVlZVgV4N7qDmMJjbm5eZ+zH6RBX1//woULQjqoqqr+9ttvMotnULh///7KlSvDwsLEmK2F1Y47d+6cKIu59PX1r127dvjw4enTp9+6dWvChAlixQsAAP3w3/cmU1NT7sdSnzcLjI2NBb+tMpnMly9fTpo0idvy/v17hJAoJTQkwtLSMiAgQEgHJpN55cqVjIwM2cSj+LCbfVZWVr3tLKiAG3cDIcrLy5cvX37lypVFixaJcbgYteMOHTpkYWGxdetWbHdSAACQqh6WgYj3QVVfX//ll1/++uuv9fX1CKG2trYffvhBWVkZm8mrCFJTUy0sLAT3fB4a9u/fzzsBWRTYH1pwFRhfBznWvQX9MmrUqKKiIvHyFSqVevLkydDQ0P4e6OPjA/kKAEA2JJaymJiYZGZm/v7770ZGRqNGjTI2Ni4qKkpISOArySpHUVFRQ3jibWJiYl1dXb8OwQofx8XF9dbh3r17HA6nt516hoxt27Ypcsks0SkpKZmZmYl37IULF9zc3KRaBQ4AAAaI/6Y1g8EoKChQV1e3tbXt77lsbGxycnLev3+fm5trZGQ0efJkUervygaZTM7Kyrp8+bK8AwEK5/nz5xQKxdLSUt6ByNP27dthjhcAQMHxpyzKysoDXLhoYWGBFaGSEiUlJTE2MYmLi1uyZAlW3R8AwEe8PTUBAECWFHdbpt7ExsYaGRn19ygXF5fly5dLIx4AAAAAyMDgS1nmzZsnxlG8S5kAAAAAMOgo7lbdAAAAAABcg2+UBYiotbW1rKxMBsXWCgsLm5ubpX0VAAAAHzlIWYas0aNHa2tr5+bmSvtCNBptiFW7KSsry8vLU4TN1uvr61evXi28T3d3d319fWZmpniX+PDhg5aWFlYtuqWlBSGkra0t3qna29u526YCAIDEQcoiMWw2u6SkhHffYOlRUVHpswKHq6vr2LFjZRAPh8PR09OT9lVk6dixY1lZWWPHjpV3ICgrK2vx4sVaWlpC+hCJxIaGhpCQEPEu8eLFC319fWxv8/Lycg6HI/Z6bw6Ho6KiIt6xAADQJ0hZJCYkJOTw4cOyKUXT0tLCYDCUlIRNRTp69GhISIgM4mEwGEZGRkOjGhsG28RAjFKwEidKBrBq1apVq1aJfYnVq1cvWLAA2wrx0KFDTCYzODhY7LMBAID0QMoiMSNHjly8eHFSUpK0L8RgMIhEIofD4W309/cfOXIkb8vo0aOXLVsWHx8v7Xj+/vvvc+fOSfsq0qOkpCQ8+QMAAKAIIGUZIvz9/eUdwmB1+fJlRbgHBAAAQLjB9+WyoKBAjKPKy8spFIqkYwFDga2tLYEgt9wd2/AcAABAnwZfyrJw4UIxko+kpKQ9e/ZIIx4AxHbnzp2FCxfKOwoAABgc+p2yPHjwwMTE5LvvvpNCMCJhsVhMJlOwnUqlJiYmnj9//u7du3zzPBBCnp6e165do9FoMokRgL6x2ey9e/fu379f3oEAAMDg0O+U5cmTJ2Qy2crKShrRiC0iIsLc3Nzd3d3Pz8/FxcXe3r6iooK3g5mZ2cyZMxMTE+UVIQB8oqKilJWVPTw85B0IAAAMDv1OWZ49e4YQ+vTTT6UQjJgSExN9fX0tLS3v3LlTXFx89uzZioqK2bNnt7W18Xbz8fGJioqSV5AA8Ors7Dxy5EhoaCgOh5N3LAAAMDj0O2V5/vy5srKy4uwyyGQyAwICdHV1MzMz582bZ21t7e/vHx4eXl1dzVdcy83Nrbi4uLi4WF6hYp49e2ZiYmJiYnLz5s0eO7BYLA8PDxMTk23btskmJA6HY2VlZWJi8ujRox47VFRUYDFTqVTZhDTkhYSEODo6zpo1S96BAADAoNG/lKW6urq2ttbe3l5xalxmZ2eTyeTNmzcbGRlxG728vIyNjSMiInh7EonENWvWXLp0SdYh/q9p06bZ29uTyeQDBw702MHX1zchIcHW1vb06dOyCam4uLisrIxCoUycOLHHDtj/ZDU1NUWoYT8EUCiUs2fPQsU2AADol/6lLM+fP0cKdlcoPT0dITR9+nTeRjweP3Xq1Pr6+vLyct52Hx+fmJgYFosl0xAFhISE4HC4/Pz869ev8z20f//+33//3dHR8caNG/3KCweyMSF2s8/GxkZHR0dIBxn/3alU6uHDh3ucao3hcDjHjx+vrq6W1IEyExQUtHbtWltbW3kFAAAAg9H/pSxMJjM+Pt7b29vLy+vixYtMJvOXX35xdXV9+vQptw/20TV16tTGxsaIiIht27a5u7tfuHBhgHuh3b9/Pyws7P79+2Ici93LENyWz8bGBiHEGzxCaNKkSSYmJliWI0eTJ0/29PRECB06dIh3cVN4eHhwcLCtre3t27c1NTX7dc6ZM2eKfc8Ly0SnTZvWWwfs7y6kgzRoa2uTSKTVq1f3mHxwOJyNGzfeunVLX19/gAeeO3fuw4cPEo+/N69evbp27RosFAIAgP76b8pCpVLnz5/v6ekZExNz48aNrVu3urq6Xr16NS0tbfjw4dze2GdbVlbW6NGjf/7559jY2MTExG+++WaApVdTU1N37dqVmpoqxrFNTU0IIUNDQ752c3NzhFBNTQ1fu4+PT3R0tFhhStKxY8eIRGJRUdFff/2Ftfzxxx8BAQEjRoy4c+eOgYFBf0/Y3d3d3d0tXjDCMxIGg5Gfn49kPsqipKSUlJTU3t7u7u7OYDB4H8LSjtLS0lu3bqmpqQ3wwKioqLdv30r1ufDasWPH3r17ee9jAgAAEIUSQohCoTg5OWVlZS1cuDAvL6+5ufn9+/fl5eXZ2dkGBgajR4/GurLZ7JycHIRQY2NjXl5eZWUllUr94YcfEEIREREDGWZ3dHT09vZ2dHQU49iWlhaEkOB+xdhdFb5FQwghT0/P9PT0xsZGsSKVmFGjRvn5+SGEfvzxRzabnZGRsX79ekNDw8zMTCzZkpmurq6ioiLUe0ZSWFhIp9MJBMKUKVNkGRhCSEVFJTk5ubOzkzf54KYdt2/f1tDQkOyB0nb37t2XL1/C7goAACAGJYTQ3r17S0pK/Pz8bt686eDggMPhzMzMtm7div73m/erV6/a2tpsbW1TUlKwuiwEAiE4ONjOzo7FYvHdgukXd3f36Ohod3d3MY7FkhLBbe3weDxCqKOjg69dV1d30aJFV69eFStSSQoKCtLW1n716tXevXuXL1+upqaWnp4u+81u8vPzGQyGqqqqvb19jx2wMRg7OzvB8QwZ4CYfq1atwiYhiZh28B6I3biUe77CZrN37dp14sQJufyfBACAwU6JRCLFxMRYW1uHhYXxfvBjMzF5v3ljH11z587l7YbD4bC0hkwmcxsZDMacOXPGjh3LN/tVGtTV1bEr8rVjLdijfBSkQIu+vj62h8DJkydZLFZKSsrkyZNlHwZ2s2/8+PFNTU2Unjx8+BDJfCILLxUVlevXr3d1dUVERDx58kT0tIN74M2bN1taWuSbryCEsFedeKk5AAAAwunTpzkczsGDB/nWp+Tm5qL/TVl6m6SJjXPwzoIMCQmpr69/+/atYCYhcTo6OlVVVR0dHcOGDeNtp9PpCCFtbW3BQ1xcXEpLS+vq6kxMTES8ysGDB/vc2Ojt27eCgzrCbdiw4cCBAywWKyQkpL8lOrZt28ZbhezDhw9HjhzR09PjtpSUlIiyNgrLRPPy8ngnLQkSMpGlsbHx9evX2LCcKBobG+l0uqmpqYj9MaamppmZmWw2e+bMmTt37uzXgRkZGSwWy9LSsscDq6qqTpw4YWxszG3Jz88fM2ZMv8JDCDU2NpaWlhYXF5PJZBqNRqfT8Xj8sGHDtLS0xowZY25u/uOPP16+fFlwRFAIFosVEBAgeN9TgkgkEplMvnbtGpFIrKio4HA4DQ0N0rvcAOXk5HA4nJKSks7Ozo6Ojnfv3on+wpO90tLSd+/erVu3jkwma2hoVFdXK3K0Hz58qK6u3rhx49u3b8eMGcNgMBQ5WjqdjkX48uXLCRMm0Gi0H374QY5fSPpEo9H27t1bW1s7atSosrKyU6dOKXI1dizCEydO6Ovr5+XllZaWirchsYja29spFEqf77p4PJ5w9+5dhJCTkxPfY9zFQXwtgh9dr169QghxbyuUlpb+9NNPR48e3bVr14CehGiw0aDKykq+KauVlZWol5TlyZMnFhYWoucrCCELC4seB2x4tba2Cs72FaKrq8vDwwPLKpKTk/s7v2H06NG8H37Kysrm5ua8aQeVSsXmJguHZaKbNm0aN26c4KMtLS1Hjx5FQkdZlJWV1dTURP+M19LSotPpZmZmIvZHCHE4nMTERGNjYwaDQSKR1qxZg934E/3Ajo6O3g5UUVExNTUdOXIkt6WyslLELKGjoyMlJSUzM/PBgwdVVVXW1tZjx441NTXV0NAwMDCg0+kdHR01NTWpqak5OTltbW3Hjh17+PDhsmXLersNxweHw40ePVqqZZCePXtmaGhobGyspqbW3NzMZrPFSNdkpqysDIuwvb29oaGhoaFBkaNtbm7GIlRRUVFVVVVRUVHkaJWVlYlEoqWlZXd398iRI3E4nCJH29nZiUXY1tY2ZswYPB4/YsSI3so0KAI8Hj9y5EgCgWBpaamiomJiYqLI/3uxCHE4nLGxcWlpqYGBgVSj7ejoUFVVFekSOBwOj8ez2WwOj7a2Njweb2lpyW1pb2/H4/F6enqc/1VYWIjD4aytrbktc+bMWb16dWZmJkLozZs3HEkzMDCorq7m/urr64sQiouL4+vm7OyM/v93Mj7r168/fvy4xAO7evXq8uXLRezMYDDc3NwQQgcPHsQGqNLS0kQ8FlsZxGQyeRvHjh1bVFTE2xIdHe3h4SH8VPX19djL4N27dz12yMjIQAhpamqyWKzeTnLjxo358+eLGLwYWCzW2rVrnZ2d29vbOzs7FyxY4Obm1t3dLakDp0yZ8vjxY96WY8eO7dy5U/jJs7Ozvby8tLS0Pv/88xMnTmRnZzMYjN46k8lkXV3dR48eJScnf/vttyYmJra2tiEhIVQqVfhViERiS0uL8D4D5OHhER0djf188ODBffv2SfVyA8Qb4ZUrV1auXCnfeIS7fPny119/jf387Nkze3t7+cYjXHZ29qRJk7CfqVSqqqqqXMPpQ1NTk5qaGvdXIyOj3t7EFIShoWFVVRX284wZMzIzM+Ubj3C8EW7YsOH8+fPyjYdLCY/Hs1gsvuEBEonEYrF4B1Ryc3NZLBbvoAtm//79HA7nxIkT2K/R0dFPnz6VZVlP7IP/8ePHvI3t7e25ubmmpqaCi1xoNFpycrKXl5fMIhTE4XA2btz4999/b9++/fDhwzt27EAI7d27lyOwAbW0kUgkhJCRkdGIESN67MAdbOvX7QwJYrPZ69evr62tTUlJGTZsmKqq6vXr1+l0+sqVK4XfdhT7wD5lZmZ+8cUXK1assLW1ffny5b1793bv3j1t2jQCgdDbIVjtuBkzZnz11VfYbhLnzp3LyckZPXr0jh07FPlGDAAAKA4lbCjmzJkz3Ka6ujrsFqbgRJaGhgZu1TgWi+Xr65uSkuLs7Lx06VKEUH19/a5du4KCgrjrokVEo9EoFAqNRhPjCTg7O2tqasbFxfG+70dGRra0tLi5uQnuOZeQkDB79ux+3RWSuJ07d16+fHnVqlVYSX5/f39dXd2CgoL4+HgZR9JnWVv51jtms9ne3t7ctANrFCX5EPtA4SoqKpYtW7Zx48Z169aVl5fv3btXlBXpgrXjlJSU5syZk5iYmJubS6PRxo0bd/bsWSHlegEAACCElLZs2YIQCg0N3bhxY3x8/LFjx5ycnLBBF8HlQoWFhe7u7klJSefOnZsxY0ZERMSsWbO4c4i+//57Q0PDwMDA/gZx5MiR4cOHHzlyRIwnoKKicujQISqVumTJkoKCgo6OjpiYmMDAQG1t7aCgIMH+kZGRPj4+YlxIUoKDg0+dOjVnzpwrV65gGZWmpub333+PENq/f7/Y5eCUlZWVlZX7e1SfGUmfhXGlysfHp6amhjftwPSZfIh9oBARERGffPLJxIkTX79+vXHjRtGnxAqpHTdmzJiLFy9mZGT8+eefM2fOLCsr61dIAADwUVHy9/dfs2YNQigqKmr9+vUkEikjI4NIJBIIBAcHB24/7KPr8ePHlZWVK1eu/Pbbb/Pz87dt25aZmYlNxbh79+7Vq1c3bNiQn5//7NkzbE5uQUHBs2fPpH2/Y8eOHfv27SORSA4ODurq6t7e3vr6+mlpaYLfgF+/fl1WVvbll19KNR4hfv311/3799vb21+/fp33M2/79u06OjoVFRV8WzmK7uHDhz3OnxVOeMpSVVWFrV2XyyhLY2OjmpqaYNqBwZIPY2NjwRqG/T1w3759EyZMEBJJa2vr119/ffbs2QcPHhw9erTH0/ZGlNpxDg4O9+/fX7Zs2bRp0xR5EQEAAMgXgUgkxsbGnjhxgkwmT5gwQUVFpbS0lEqlOjg48Ba8whbgIIRIJBKFQqmoqLCxseHd17egoIBAIHBHv7H7R2vWrMHhcG1tbcKXPJw8efLkyZNiPwccDhccHOzj45OamtrY2Ghra7ts2TJVVVXBnlFRUWvXrhVjNEIiEhMT/fz8Ro4cmZaWpqWlxfuQtrZ2QEDA4cOHjx496u3t3d8NhhBCvMubRVRWVoZVAe6t7jCW0Jibm/d3QbJE6OvrX7hwQUgHVVXV3377beAHrlixQkhnMpns6upqZ2dHIpH6layg/187LiQkpM/acUpKSnv27JkzZ86yZcsqKiqwgj0AAAB4/XdOJTZTFUss+rxZYGxs7OTkxJuvIIR27NjB4IF9JLx8+ZLBYEh1iSaXpaVlQEDAkSNHVq9e3WO+wmQyr1y5smHDBhkEIyg9PX3dunW6urrp6ek9zqT57rvvtLS06uvrw8LCZBMSdrPPyspKcGdBjAJu3C1jVVVVM2bMWLhwYUxMTH/zFfT/a8d5eHiI2P/TTz998uTJpUuXDh482N9rAQDAkNfDMpCh+kGVmppqYWEhuOezDGRnZ69YsQKPx6empmJbTAvS0dHZvn07QigsLKzPsnUSgf2hBVeB8XWQY91buWttbQ0KCvr5558F53H3qbOz8/Dhw6Ghof1abDVy5MgnT54sWLCgv5cDAIAhr4dlmUM1ZYmKipLXxFsnJyfBDRoFHT16FKvbJhunT5/Gliz15t69ezIKRVFNnDhx4sSJ4h0bGhrq6OiI1QfqF11d3RkzZoh3UQAAGML4v/8xGIyCggJ1dXVbW9uBnHfjxo0cDqe3EQXZI5PJWVlZq1evlncg4GNhY2Nz6tQpeUcBAABDB/8oi7Kycmdnp1xCEZGSkpKIxdp5xcXFLVmyRJHLOYMhZtWqVfIOAQAAhpRe63UqrNjY2B5LXAjn4uKyfPlyacQDAAAAABkYfCnLvHnzxDhq0qRJEo8EAAAAADIjn41jgMRdvHhRvB0PwL179xT8ZigAAAAEKcuQcfLkSW65P9AvO3fuLCgokHcUAAAA+jD4bgwprNra2mvXrolRwEMMeDy+zwu9f//+jz/++OOPP2QQD7a55uAl+z20AQAA9BekLBKza9euXbt2yTuK/3PgwIEDBw7IO4pBqbi4OCUlJTk5WbzD6+vrdXR0sH0hqFSqqqpqnwX7e8NkMvtViQ4AAIYwSFkA4Hf27Nk9e/aInWe4ubn9+OOPU6ZMQQgFBATMnj1b+DZGQnR1dWloaIh3LAAADDGQsgDAT0dHZyAlfFRUVExNTbGbZRoaGoaGhoP9xhkAACgCGHMGAAAAwCAAKQsAAAAABgFIWQAAAAAwCEDKAgAAAIBBQHbTb+vq6l6+fDl37lyZXZEXlUrNyMhoaGgYN27cnDlzZFM9BQAAAACSIotRlra2tujo6MmTJyclJcngcoIiIiLMzc3d3d39/PxcXFzs7e0rKirkEon0uLm5DR8+XN5RDEoLFy4cMWKEvKMAAADQB+mmLIGBgZaWlrq6uj4+Ph8+fJDqtXqTmJjo6+traWl5586d4uLis2fPVlRUzJ49u62tTS7xSEloaKihoaG8oxiUgoODzc3N5R0FAACAPkj3xpCysvIXX3wxbtw4CoUSFhYm1Wv1iMlkBgQE6OrqZmZmGhkZIYSsra01NDR8fHxCQkKOHj0q+5AAAAAAIAbpjrIEBwdHRkbu3r179OjRUr1Qb7Kzs8lk8ubNm7F8BePl5WVsbBwRESGXkAAAAAAghiG+Yig9PR0hNH36dN5GPB4/derU+vr68vJyOcUFAAAAgP4ZaMryzz//+Pj4fPbZZzNmzFi3bl1CQoJsNsW9f/9+WFjY/fv3hXd79OgRQsjOzo6v3cbGBiH09OlTKYUHAAAAAMkSP2VpbGxcsmTJ3Llzk5OTWSwWmUyOj4/38PCQzZyV1NTUXbt2paamCu/W1NSEEBKcl4pNt6ypqZFSeAAAAACQLDGn37a0tMyZM+fff/89fvz4999/TyQSEUIUCmXv3r1Lly6VaIQ9c3R09Pb2dnR07DNOhBAWHi8VFRWEkOiLhnJzc6lUav/D7FtTU5OGhoZghPJCoVCMjIykWremo6ODwWBoa2v398Curq7Ozk5dXd3+Htjd3U2j0fT19ft7oHhoNBqJRHr//r22tjaFQnn16lVmZqZsLi0GLMJr164RCITy8nIWi6XI0WIRpqSkdHd3v3z58sOHD4oc7cuXLykUSlpaGpVKbWxsbGtrU+Ro37x5Q6PRMjIyPnz4oK6uzmazFTnatrY2LEIymTx8+PDu7u5Hjx7xzllUNFiEbDbbyMioubk5Ly9PNnckxINF2NjYqKGhUVtb++bNG6m+GJhMZnNzs4GBgfBuBAIBJ97/te3bt4eHh58/f37btm2i9D937ty3337r6+t74cIFwUfZbHZxcbGBgYHEl+kaGBg0NjZ2d3crKyvztv/2229bt27duXNnaGioKOf58ssvyWSyZGPD1NfXq6urDxs2TBonF0Ntba2RkRGBIMWlZDQarbu7W4wEoq2trbOzU4wXSWdnZ2trq7GxcX8PFM/r168tLCza29u1tbXr6uq0tLRkli2JoaKiQktLS0lJCY/Ht7W1cTgcMzMzeQfVq9raWg6Ho6Wl1d3djcPhmpubFXmX7MbGxpaWFlNT0+bmZk1NzXfv3o0fP17eQfWqvb393bt3NjY2dXV1JiYmRUVFDg4O8g6qVywWC4uwqqpqxIgRhYWFtra2ivPdTxAWYUNDg5GRUVlZmampqaampryD6lVxcbGpqWlXV5eGhgaFQlFXV5dqEY2urq7m5uY+S4sRCATE6b+8vDw8Hu/k5CT6Ib/88gtCyNfXV/ChqKgoHR0dJSUlhND06dPfvXsnRki9wUqEtbe39xjPwYMHJXgtADBTpkx5/Pgx9rOHh0d0dLRcw+kDb4QHDx7ct2+fXMPpA2+EV65cWblypXzjEe7y5ctff/019vOzZ8/s7e3lG49w2dnZkyZNwn6mUqmqqqpyDacPTU1Nampq3F+NjIwk+9khcYaGhlVVVdjPM2bMyMzMlG88wvFGuGHDhvPnz8s3Hi5x5rL8+uuvLBZr586dYhzL559//tm0adPu3bs7OzvfvXvX2dm5dOlSFos18DNjdHR0EEIdHR187XQ6HSEkxr0JAAAAYGj75JNPTExMsJ8nTJggrzIlgsQZ/8/JyUEIffbZZwO//E8//TRp0qQffvgBh8ONGDHi7Nmzs2bNSk1NldSEGCxlqays5LtJVllZifqTsrS1tTEYDImExIdOpxOJRMXZ86i7u1vag6ssFovNZvPdqhMFm81mMplihMfhcLq7u7EJTDLAYrFoNBqZTFZRUenu7m5vb5fSRCiJwCL88OGDkpJSV1cXk8lU5GixCBsbG1ksVnt7e3d3tyJHy42QTqfTaDQWi6XI0XIj7O7u7uzs5HA4ihxtc3MzFiGdTldRUeFwOC0tLYocMBYhkUgkEolMJpNGoylytD/++CNCiEwmE4lEHx8fhJC0o8X+jn126/dcFg6Ho6qqymKxGAyG6B+0Pc5l6erq0tLSCgwMPHbsGLdRR0fH09Pz/Pnz/YqqN9u2bfv111/j4uJWr17N2+7i4nL37t2cnJxPPvlElPPY2dlJaXlRZ2ensrKyVOeO9EtHR4eqqip2n05KGAwGm80WI4FgMBgsFktVVbW/BzKZTAaDoaam1t8DxdPa2jps2DAGg0EkEru6upSVlRX5Fnt7e7uysjKbzcbj8UwmEyEks/9RYujs7EQIEQgEFoulpKTEYDDU1dXlHVSvuru7GQyGqqoq9s2ko6NDS0tL3kH1islkdnR0aGpqdnR0DBs2rKWlBfvKp5iwDEBHR6e9vV1dXb25uRmbkiXvuHqFRdjV1aWqqtre3q6mpqY4b/u9kdnHE4vF6u7uFumdR4ybSaampgihuro60Q/pcS5LaWkpQujSpUu8jZ988omLi4sYUfXo1q1bCCE/Pz/exra2Nm1tbVNTUzabLakLAcAFc1mkB+aySA/MZZGqwTWXRWGJk5POnj0bIXTu3Dnexubm5v5WZMFWIPMlVmpqaq2trX0eS6PRKBQKjUYT3s3Z2VlTUzMuLq6hoYHbGBkZ2dLS4ubmpji3YwAAAAAgnDgpy9GjR1VVVY8dO7Zu3brIyMjw8PANGzaMHj06OTmZr+ft27cPHz58+PBhbLQjJycH+/XKlSsIIWyaLed/70xxOBxsdFq4I0eODB8+/MiRI8K7qaioHDp0iEqlLlmypKCgoKOjIyYmJjAwUFtbOygoqF/PGgAAAAByJM49Kisrq8ePH69duzY2NjY2NhYhNHz48G+//TYgIICv561bt7BbQpicnBxs6u7cuXPXrVuH3dblW87T2dkp2YU8O3bsaGpqCgkJ4dYYMDU1TUpKwgrgAgAAAGBQEHNazZQpU169elVXV/fu3buxY8f2VikrPDw8PDy8t5OYmZkpKyuXlJRwW9hsdklJiYeHR58BnDx58uTJk6KEisPhgoODfXx8UlNTGxsbbW1tly1bJsYUTgAAAADI0YBmApuYmHCXbotBU1PT2dn5wYMH3JaCgoK2trYFCxYMJKoeWVpaCg4CAQAAAGCwkPOSMG9v7ydPnkRFRXE4nNbW1h07dpiami5cuFC+UQEAAABA0cg5ZfHw8AgMDNy0adPw4cONjIxKSkqSk5M1NDTkGxUAAAAAFI38S9mEhITs3r07OztbRUVl5syZilzGCgAAAADyIv+UBSFkYGDw5ZdfyjsKAAAAACguxS1vDAAAAADABSkLAAAAAAYBSFkAAAAAMAhAygIAAACAQQBSFgAAAAAMApCyAAAAAGAQgJQFAAAAAIMApCwAAAAAGAQgZQEAAADAIAApCwAAAAAGAUhZAAAAADAIyG6Pobq6upcvX86dO1dmV+RFpVIzMjIaGhrGjRs3Z84cHA4nlzAAAAAAIB5ZjLK0tbVFR0dPnjw5KSlJBpcTFBERYW5u7u7u7ufn5+LiYm9vX1FRIZdIAAAAACAe6aYsgYGBlpaWurq6Pj4+Hz58kOq1epOYmOjr62tpaXnnzp3i4uKzZ89WVFTMnj27ra1NLvEAAAAAQAzSvTGkrKz8xRdfjBs3jkKhhIWFSfVaPWIymQEBAbq6upmZmUZGRggha2trDQ0NHx+fkJCQo0ePyj4kAAAAAIhBuqMswcHBkZGRu3fvHj16tFQv1Jvs7Gwymbx582YsX8F4eXkZGxtHRETIJSQAAAAAiGGIrxhKT09HCE2fPp23EY/HT506tb6+vry8XE5xAQAAAKB/Bpqy/PPPPz4+Pp999tmMGTPWrVuXkJDA4XAkEplw9+/fDwsLu3//vvBujx49QgjZ2dnxtdvY2CCEnj59KqXwAAAAACBZ4qcsjY2NS5YsmTt3bnJyMovFIpPJ8fHxHh4espmzkpqaumvXrtTUVOHdmpqaEEKGhoZ87ebm5gihmpoaKYUHAAAAAMkSc/ptS0vLnDlz/v333+PHj3///fdEIhEhRKFQ9u7du3TpUolG2DNHR0dvb29HR8c+40QIYeHxUlFRQQjBoiEAAABgsMCJdx9n+/bt4eHh58+f37Ztmyj9z5079+233/r6+l64cKG3PhUVFRKfpWtgYNDY2Njd3a2srMzb/ttvv23dunXnzp2hoaGinGfmzJl1dXWSjQ3z/9q706iornx9/LsooIpJ5tEhMjkkjgh91c4ywQi5N4nTbY2lURcSDNqdG+IQk45pbadcWWjfjiQE0hdtE9RIrrE7VqejYjqS0BoojC0OUQZBZChrHqnpVP1fnN9i1b9QqDo1J8/nFWz3PvsB4dSXffY5pVAouFwuXUL5AqlUGhkZyWaz3TfFwMCAyWSKiIhwdKBOp9Pr9ZGRkY4O1Ov1Wq02Ojra0YHM9PT0xMbG6nS60NBQuVweEhLC4Iv1mAcPHoSEhLBYrICAAL1eb7FYYmJivB3qkWQymcViCQkJMRqNAQEBGo0mMTHR26EeSa1WazSa6OhotVodFhYmEono9V3fpNfrRSJRSkqKVCqNiYnp6ury1m0T9jCbzXRCkUgUHx/f1dU1evTowEDPPRzVUXRChUIRFRUlFAqjo6NDQkK8HWoEHnt5MhgM9G/K8N2CgoKY/Af/8MMPFRUVs2fPtrNeGYbRaOzu7m5ra/vzn//c2tra1NTk5AFthIWFSSQSo9FoU7IYjUb6X+08ztGjR+VyuWuz0dRqdUhIiFtLBIcolcpRo0a5dQqDwWAymUJDQx0daDKZ9Hq9/f9rg8xms0aj8VjdsHr16m3btqWlpYWGhr7zzjtz5sxZuHChZ6Zm4O23354zZ86CBQvYbPaRI0coivr1r3/t7VCPVFVVRVFUUVGRyWT65ptvLl68WFpa6u1Qj/Tll1/W19e/++67Go3m3r17e/fuPXHihLdDPdL169fffffd48ePK5VKFov17LPP1tbWejvUIymVyv/4j/+ora2lT1n5+fkVFRVJSUnezvVIeXl5H374YUhIyKhRo15++eXi4uJf/OIX3g41ArVaHRoaGhDg9tt0zGazVqsNDw8fvlsgs5q0srKSoqgtW7Ywyvb/8/nnn/N4vIkTJ/b29tJbYl0rKirq3r17Wq3W5gVSr9cTQuz/ez09Pd3l2eCnKjQ0dOLEifR9ajExMePHj581a5a3Qz0SnfDJJ58khHz11Vcmk8mX0yYnJ5tMpjlz5hBCurq6rl275stpb9682dLSkpOTQwhpbGwMCQnx5bQmk2kwoVwuDwgI8OW0MpnMOmFgYODUqVPHjRvn3VTD4HA4M2bMSElJIYRERkZOnjzZl7+9PotJySIQCAgh9FnDSUuWLBkYGOByuUNv6nGJqKgoQkhnZ2dcXJx1e2dnJ3GkZAEAAGCsoaGBrlcIIZ988sngx+AQh0sWi8Vy/fp1Npvtku+4uy+SPf744/X19a2trTYbdW/cuEEImTFjhp3HWbt2rZv2svT29o4aNWrEBTGP6ezsHD16tM11NNeSyWRGo9H64X52UiqVWq2WwdqvRqORy+WjR492dCAzra2tr7/+ukqliomJaW9vv3bt2rFjxzwzNQMtLS3Xrl37n//5n+DgYKlUarFYGhsbvR3qkTo6OiwWy7lz5/R6vdlsFolEeXl53g71SH19fWKx+MknnxSLxZGRkR0dHb6cVqFQdHR0zJ8/v6ura9y4cQaDwZfTGo1GvV6fl5fX2tqamZkpl8tfeuklLpfr7Vwj8MAJ1oV6enqioqIYXIt3lFarlUqlI+70YrPZDpcsLBYrLi6ut7dXKBT68oVD2qJFiyorKxsaGlauXDnYqNFompubU1JSsrKy7DzO2rVrZTKZOxLev38/NjbWd/ZhdXR0PPbYY27dW6NQKPR6PYOSRa1Wq1Sq5ORkRwcODAyIxeKxY8c6OpCZ9vb2RYsWhYSEJCYmVlZWTp8+/emnn/bM1Ay8995706dPnzx5MpfLPXv2LEVR1r8svqa2tpaiqOeff35gYODOnTtNTU2vvPKKt0M9Un19fXNz88aNG/v6+oxGo1Ao9OW0ra2tH3300YYNGzo6OpKSkhoaGnw5rUajuXTp0iuvvNLW1paRkdHU1LRq1Sqb1XQf5IETrAt1d3fHxcV54OVJr9cLhUK7rutZHMfj8Qgh77zzjnWjTCY7cODAo4a8//77hJANGzY8qsOUKVOys7Ptz6BUKvv7+5VK5fDddDpdREREdHS0SCQabHzvvfeGDwPgjKysrIaGBvpjHo935MgRr8YZgXXCHTt2vP32216NMwLrhJ988smyZcu8m2d4H3/88fLly+mPv//++2nTpnk3z/AuX748ffp0+mOZTMblcr0aZwRSqTQkJGTw04SEhK6uLi/mAc9gshN4z549XC537969a9asqa6uLi8vX7duXWpq6unTp216/v3vf9+1a9euXbu+/PJLQohAIKA//eSTTxjMa2337t1JSUm7d+8evhuHw9m5c6dMJlu4cOHVq1e1Wu3Ro0e3bdsWGRm5fft2JzMAAACAxzDZfpuRkdHQ0LB69eqampqamhpCSFJS0quvvlpSUmLT88svv6TXV2gCgYDeurtgwYI1a9Y4EdsBmzdvlkqlpaWlM2fOpFtSUlJOnTrlyw9IAAAAABsMH7yTlZV18+bNvr6+rq6uzMzM2NjYh3YrLy8vLy93It4jlZWVlZWV2dOTxWLt27evsLCQz+dLJJLJkycvXbrU93dpAQAAgDWnnhWYnJzMYC+kV6Snpw9dBAIAAAB/4eXHG+t0Ovq9Celnu7W3txNCxowZ4zsPsAcAAABf4OWSpbm5mX7sJi0jI4MQIhAI8FhAAAAAsOblkuWXv/ylhdH7MgIAAMDPitvf7ggAAADAeShZAAAAwA+gZAEAAAA/gJIFAAAA/ABKFgAAAPADKFkAAADAD6BkAQAAAD+AkgUAAAD8AEoWAAAA8AMoWQAAAMAPoGQBAAAAP4CSBQAAAPwAShYAAADwA557J+e+vr4bN24sWLDAYzNak8lk58+fF4vFkyZNys3NZbFYXokBAAAAzHhilUWtVh85cmTGjBmnTp3ywHRDVVVVjRkzZsWKFb/5zW+eeeaZadOm3b171ytJAAAAgBn3lizbtm1LT0+Pjo4uLCx88OCBW+d6lNra2g0bNqSnp587d+727duHDh26e/fuvHnz1Gq1V/IAAAAAA+69MBQUFPT0009PmjRJKBQePHjQrXM9lMlkKikpiY6OrqurS0hIIIRMmDAhPDy8sLCwtLR0z549no8EAAAADLh3lWXfvn3V1dVvvPFGamqqWyd6lMuXL/f3969fv56uV2hr165NTEysqqrySiQAAABg4Cd+x9DZs2cJIXPnzrVuZLPZOTk5IpGoo6PDS7kAAADAMc6WLBcuXCgsLJwzZ84vf/nLNWvWnDx50mKxuCTZ8C5evHjw4MGLFy8O3+27774jhEydOtWmfeLEiYSQS5cuuSkeAAAAuBbzkkUikSxcuHDBggWnT5+mKKq/v//EiRM8Hs8ze1b4fP7WrVv5fP7w3aRSKSEkPj7epn3MmDGEkJ6eHjfFAwAAANdiuP1WoVDk5ua2tLTs379/06ZNwcHBhBChUPjWW28tXrzYpQkfLjs7u6CgIDs7e8SchBA6njUOh0MIsf+moT/96U909eNyHR0d8fHxERER7jg4Azdv3szMzAwKCnLfFGKxWK/Xjx492tGBcrlcoVA89thjjg5Uq9VCoTA9Pd3RgcwIhcKamprDhw+PHj361q1bFEUJhULPTM0AnbC5uTkkJOTKlStms7m0tNTboR6poaHBbDa/+eabGo1GLBbfvn3bl9NeuXLlxx9/3LlzZ09PD5fLFYlEvpy2u7v7wYMH77777q1bt9LT000mky+nHRgYoBNeu3Zt2rRpWq32ww8/jIqK8nauEXjgBOtC7e3tiYmJ4eHh7p5Iq9X29PRkZmaO2JNhyfK73/2upaWloqJi48aNg42JiYlHjhxhcDSxWNzd3Z2RkWH/K/eKFStWrFgxYje6KAkIsF1MYrPZhBCtVmvndN3d3W561enq6lIqlaNGjXLHwRm4d+9eQEDA0CLPhSQSiV6v1+v1jg6Uy+UqlYqiKEcHqlQqiUTisecH6vX63t5erVar0+nUarWP75qiE+p0uuDgYJlMZrFYfDntYMKBgQGtVqvRaHw5rUgkohP29/eHh4fr9XpfTvvgwQODwdDe3n7v3r3AwEAf/0nQ6/V0wq6urvDwcIqi7t2756Y/LF3IAydYF+rq6lKr1R74i1qj0QiFQvp1eRhsNptYHHflyhU2mz179mz7h7z//vuEkA0bNti0azQaHo9Hv5awWKz8/PzOzk4GkR5l3Lhx9LfjoXl27NjhwrkAaFlZWQ0NDfTHPB7vyJEjXo0zAuuEO3bsePvtt70aZwTWCT/55JNly5Z5N8/wPv744+XLl9Mff//999OmTfNunuFdvnx5+vTp9McymYzL5Xo1zgikUmlISMjgpwkJCV1dXV7MA57BZC9LZWUlRVFbtmxhMNbGK6+8cufOnebmZolEcvz4cYFAsGDBgoGBAeePTKPXCYeuptB/4kdGRrpqIgAA8JiIiIht27YNfvraa68N3bMIPz1MLgwJBAJCyJw5c5ycWyqVfvrpp01NTTNnziSE8Hg8vV5fUFBw7NixoqIiJw9Oo0uWzs7OuLg46/bOzk7iSMnyj3/8QywWuySSDaFQGBkZyeVy3XFwBu7fv5+SkjL0UpoLqVQqg8EQGxvr6ECNRqPVahmcmHQ6nVwuT0pKcnQgMzKZ7OuvvxYIBLGxsd3d3U1NTWFhYZ6ZmgE6IX1h6ObNmxRFffbZZ94O9Uh0wiNHjuh0ulu3bt2/f9+X0zY2Nt6/f//48eMikUir1SoUCl9O29raKpfLa2tru7u7Y2NjffwngRDyxBNPfPbZZ/fu3Rs3btyECRNGvBvDF3R3d48ePdqtJ1gX8tjLk8FgkEgkycnJw3djs9kOlywWi+X69etsNjslJYVpvP8nJibm1KlTdL1Cmz9/PiHk2rVrTh550OOPP15fX9/a2mqzUffGjRuEkBkzZth5nD/96U8ikchVqaz19fVFRER4YH+TnTo7O0ePHu3W3WFyuVyv1ycmJjo6UKlUajSaEX+sh1Kr1XK5nL5NzAPEYvEXX3yhUqliYmLa29tlMtmdO3c8MzUDbW1tMpmsoaEhMDCQ3imiUqm8HeqROjo6LBZLd3e3Xq83m80ikeijjz7ydqhH6uvrE4vFFRUVIpEoKipKIpH4clqFQiGVSisrKzs7Ox977DGKonw57aA7d+5MmDDB2yns5YETrAv19vaOGjXKM9tvJRLJ2LFjh+8WFBTEZC8LXaz09fXZP+RRe1lsNDc3E0L++7//m0Gqh/ryyy8JIb/5zW+sG9VqdWRkZEpKitlsdtVEAIOwl8V9sJfFffxrLwv8PDFZnpo3bx4h5IMPPrBulMvlzj+R5Q9/+ENsbOy6detG7KlSqYRC4Yh/Ds6fPz8iIuL48ePWl3Wqq6sVCsWiRYs8dgsJAAAAOIlJybJnzx4ul7t37941a9ZUV1eXl5evW7cuNTX19OnTNj3//ve/79q1a9euXfRqh0AgoD/95JNPhh52165dZ86c+eqrr+y5ZLB79+6kpKTdu3cP343D4ezcuVMmky1cuPDq1atarfbo0aPbtm2LjIzcvn273V8xAAAAeBmT7bcZGRkNDQ2rV6+uqampqakhhCQlJb366qslJSU2Pb/88kv6khBNIBDQW3cXLFiwZs0a6567du06duzYpUuXHn/8cQaRhrF582apVFpaWjq4aSYlJeXUqVMe29kAAAAAzmP4KLmsrKybN2/29fV1dXVlZmY+6u6P8vLy8vLy4Q9lNps3btx4586dxsZG+59dWFZWVlZWZk9PFou1b9++wsJCPp8vkUgmT568dOlS37lDBwAAAOzBsGShJScnM7h9w5rBYHjppZcCAwPPnj3r1gcCpqenD10EAgAAAH/hVMniJIqinn/++e7u7jfffPP48eODD2LPzMykd/gCAAAA0LxZsuh0urq6OkJIYWGhdXtBQQFKFgAAALDmzZIlLCzMYrF4MQAAAAD4C/94bDAAAAD8zKFkAQAAAD+AkgUAAAD8AEoWAAAA8AMoWQAAAMAPoGQBAAAAP4CSBQAAAPwAShYAAADwAyhZAAAAwA+gZAEAAAA/gJIFAAAA/ABKFgAAAPADnnhbxKtXr167do3D4WRnZ6elpbFYLA9MakMmk50/f14sFk+aNCk3N9crGQAAAIAx95YsPT09hYWF586dG2zJyck5ceJEenq6W+e1UVVVtXnzZq1WS386ZcqUL774IjU11ZMZAAAAwBluvDBkMBiWLFnS1NRUUVHR2NhYW1ubn5/f1NQ0c+bMjo4O981ro7a2dsOGDenp6efOnbt9+/ahQ4fu3r07b948tVrtsQwAAADgJDeuslRVVV25cqWxsXHWrFmEkJycnGXLlhUVFR0+fLikpOTMmTPum3qQyWQqKSmJjo6uq6tLSEgghEyYMCE8PLywsLC0tHTPnj0eyAAAAADOc+Mqy9GjR3k8Hl2v0FgsVllZGZfL5fP5IpHIfVMPunz5cn9///r16+l6hbZ27drExMSqqioPBAAAAACXcGPJUlxcvHz5cpvGmJiYyZMnE0JaWlrcN/Wgs2fPEkLmzp1r3chms3NyckQikSevTwEAAIAznL0wdOHChWPHjt26dSsgICAtLe2FF1548cUX6ftx1q9fT1HU0CGjRo0ihBiNRmfmvXjxokAgyM7Ofuqpp4bp9t133xFCpk6datM+ceJEPp9/6dKltLQ0Z2IAAACAZzBfZZFIJAsXLlywYMHp06cpiurv7z9x4gSPxzt48OBgHzabbTPKaDS2tLSwWKxp06YxnpoQwufzt27dyufzh+8mlUoJIfHx8TbtY8aMIYT09PQ4kwEAAAA8huEqi0KhyM3NbWlp2b9//6ZNm4KDgwkhQqHwrbfeWrx48TADT548KZVKV61alZyczGxqWnZ2dkFBQXZ29og5CSF0PGscDocQYv9NQxqNxmAwOB5zZAaDYWg8LzIajUFBQW6dwmw2m83mwECHf/YsFovJZGIWz5PfZ4qiVCqVUCgMDg42GAwajUYmk3lmagbohCKRKCAgQKfTmUwmX05LJ5RIJGazmf6t9OW0gwkNBoNKpaIoypfTDiY0Go1ardZisfhy2kEeOGW5kK+d8IfnybR2zsWyWCwMjv7aa6+Vl5dXVFRs3LjR/lF9fX1ZWVlsNruxsTElJWWw3Ww23759Oy4ubuhyiJPi4uIkEonBYLD5mf7oo4+Ki4u3bNly4MABe44zdepUNy3JDAwMBAUFMXj9dhONRhMSEhIQ4N67381mM5fLdXSg0WikKIrBQJPJZDQaQ0JCHB3IjFKpDA0NNRgMHA5Hp9MFBQX58klKo9EEBQWZzWY2m20ymQghHvtGMTAwMEAICQwMpCgqICDAaDSGhYV5O9QjGQwGo9HI5XL1en1wcLBWq6Uvi/smk8mk1WojIiK0Wm1oaKhCoYiKivJ2qJFpNBpf/hmw4YETrAt57OWJoii9Xh8aGjpyV4vjrly5wmazZ8+e7dAouVw+Y8aMuLi4f/3rX9bthw8fjoqKov8L586d29XVxSDSo4wbN44QotFobNrff/99QsiOHTtcOBcALSsrq6Ghgf6Yx+MdOXLEq3FGYJ1wx44db7/9tlfjjMA64SeffLJs2TLv5hnexx9/vHz5cvrj77//ftq0ad7NM7zLly9Pnz6d/lgmk3G5XK/GAXgIJrVeZWUlRVFbtmyxf4hCocjPzxeLxfX19da7WC5cuFBUVPTGG28MDAx0dXUNDAwsXrz4oZt2maH/Shh87u0gvV5PCImMjHTVRAAAfi08PHxwESg4ODguLs67eQCGYlKyCAQCQsicOXPs7E/XKyKR6Ntvv6XvcB707rvvTp8+/be//W1wcPC4ceMOHTp09erVETfV2o8uWTo7O23a6RaULAAAtCeeeKK+vp7+ODQ0tLu727t5AIZyeC+LxWLhcrkURRmNRnveXFChUOTl5SmVyrq6Ovo+nUE6nW7UqFHbtm3bu3fvYGNUVNSqVasqKiocSvUoGzdurKysPH78+MqVK63bn3nmma+//logEFg/6W4Y06dPd9MvsF6vZ7PZvrOXZWBggMPhuPVSq9FoNJvN9A5oh5hMJpPJ5C97Weidwv6yl4UQwmKx/Ggvi9lsZrFY/rKXhd5O5+N7WWgWi2VgYMCuXQW+gd554+0U9vLACdaFPPbyRFGUwWAY8cwTyCAKi8WKi4vr7e0VCoVJSUnDd5bL5fn5+QMDAxcvXkxMTLT51/v37xuNxszMTOvGjIyMO3fuOJrqURYtWlRZWdnQ0GBdsmg0mubm5pSUlKysLDuPc/78eTe9JxF9LvOdd5b2wBZxxncMmc1miqIY3B1gsViMRqPH6oZFixb9/ve/nzJlSnBwcElJybx58371q195ZmoG6ISLFy9msVjl5eWOXvP1sD/+8Y8URW3atImiqL/97W91dXX0vjTfdPr06a+//rq8vFyv1//4449vv/323/72N2+HGhnuanEfv0vrsZcne74zTEoWQsi8efM+/fTTDz74wPo9euRyeXV1tfXJTi6X5+XlWSyWb775JjY2duhx6DuQbQqrkJAQpVI5YgaVSkUX1xEREcN0mz9/fkRExPHjx3//+98PXpqtrq5WKBQrV660/38iISHB+pH/AMPgcDgpKSmTJk0ihISHh8fHx/vyEwvphBMmTCCEREdHm0wmX05LJ8zIyCCENDU1hYWF+XLahISEwYQqlSo4ONiX0wL4PibLU3v27OFyuXv37l2zZk11dXV5efm6detSU1NPnz5t3a24uFggEAQEBPB4vLy8vPnz5+daqauro7fZ2lyZslgs9Or08Hbv3p2UlLR79+7hu3E4nJ07d8pksoULF169elWr1R49enTbtm2RkZHbt293/EsHAAAA72CyypKRkdHQ0LB69eqampqamhpCSFJS0quvvlpSUmLdjX7ybFNT00MPUlRURG9tsbmdZ2BgwLW7Yjdv3iyVSktLS2fOnEm3pKSknDp1ymZjDQAAAPgyhttqsrKybt682dfX19XVlZmZ+dDrPufPnx/+ICqVKigoyHrnitlsvnPnDo/HGzFAWVlZWVmZPVFZLNa+ffsKCwv5fL5EIpk8efLSpUsZbOEEAAAAL3JqJ3BycrIzz92PiIiYP3/+4G11hJCrV6+q1epnn33WmVQPlZ6ebrMIBAAAAH7Ey7daFRQU/POf/zx8+LDFYlEqlZs3b05JSfn3f/9376YCAAAAX+PlkoXH423btq2oqCgpKSkhIeHOnTunT58ODw/3bioAAADwNd5/gllpaekbb7xx+fJlDofz5JNP+vJjrAAAAMBbvF+yEELi4uJeeOEFb6cAAAAA3+Ufjw0GAACAnzmULAAAAOAHULIAAACAH0DJAgAAAH4AJQsAAAD4AZQsAAAA4AdQsgAAAIAfQMkCAAAAfgAlCwAAAPgBlCwAAADgB1CyAAAAgB/wxHsMXb169dq1axwOJzs7Oy0tjcVieWBSGzKZ7Pz582KxeNKkSbm5uV7JAAAAAIy5t2Tp6ekpLCw8d+7cYEtOTs6JEyfS09PdOq+NqqqqzZs3a7Va+tMpU6Z88cUXqampnswAAAAAznDjhSGDwbBkyZKmpqaKiorGxsba2tr8/PympqaZM2d2dHS4b14btbW1GzZsSE9PP3fu3O3btw8dOnT37t158+ap1WqPZQAAAAAnuXGVpaqq6sqVK42NjbNmzSKE5OTkLFu2rKio6PDhwyUlJWfOnHHf1INMJlNJSUl0dHRdXV1CQgIhZMKECeHh4YWFhaWlpXv27PFABgAAAHCeG1dZjh49yuPx6HqFxmKxysrKuFwun88XiUTum3rQ5cuX+/v7169fT9crtLVr1yYmJlZVVXkgAAAAALiEG0uW4uLi5cuX2zTGxMRMnjyZENLS0uK+qQedPXuWEDJ37lzrRjabnZOTIxKJPHl9CgAAAJzh7IWhCxcuHDt27NatWwEBAWlpaS+88MKLL75I34+zfv16iqKGDhk1ahQhxGg0OjPvxYsXBQJBdnb2U089NUy37777jhAydepUm/aJEyfy+fxLly6lpaU5EwMAAAA8g/kqi0QiWbhw4YIFC06fPk1RVH9//4kTJ3g83sGDBwf7sNlsm1FGo7GlpYXFYk2bNo3x1IQQPp+/detWPp8/fDepVEoIiY+Pt2kfM2YMIaSnp8eZDAAAAOAxDFdZFApFbm5uS0vL/v37N23aFBwcTAgRCoVvvfXW4sWLhxl48uRJqVS6atWq5ORkZlPTsrOzCwoKsrOzR8xJCKHjWeNwOIQQ3DQEAADgL1gWi4XBsNdee628vLyiomLjxo32j+rr68vKymKz2Y2NjSkpKTb/evfuXZc/KyUuLk4ikRgMhqCgIOv2jz76qLi4eMuWLQcOHLDnOBs2bKAXbFzu7t27sbGx9MUyX/Djjz+mpaUNLfJcSCwW6/X60aNHOzpQJpOpVKpx48Y5OlClUolEIo9dBKyrq5s5c6ZMJktKSrp+/XpSUtL48eM9MzUDly9fTkpKCgoK4nA4QqHQYrFMmTLF26Ee6caNGxaLJTk5eWBggKKo3t7eOXPmeDvUI3V1dfX29k6bNq2vry8mJkYgEOTn53s71AhMJtPt27efeOIJbwex17Vr15xcs/ekW7dupaenu/UE60IdHR3x8fERERHunkitVvf392dkZIzYk8kqyw8//FBRUTF79myH6hWFQvHcc8+ZTKazZ88O1itGo7G7u7utre3Pf/5za2trU1MTgzzDCAsLk0gkRqPRpmShd9KEhYXZeZylS5cqlUrXZqN1d3fHxMTYn8Td2traUlNTh17RcyGZTGYwGBITEx0dqFKplEolg1pHq9WKxWIGtQ4zAoEgNzeXw+EkJSVVVVVNnz796aef9szUDPT29k6fPn3SpEkcDuf8+fMURQ3dNe87LBYLRVHPPfecVqtta2tramry5bT19fXNzc0rV67s7e2lKKqtrc2X09IsFktra+uECRO8HcReU6dOnTRpkrdT2MsDJ1gXunfvXlxcXGhoqLsn0ul0/f399vxpx6RkqayspChqy5Yt9g9RKBT5+flisbi+vp6+Y4j2+eef83i8iRMn9vb2Tpw4kUGY4UVFRd27d0+r1dp80/V6PSEkMjLSzuM8++yzLs8GP1X79++fP38+fZ/al19+mZOT48svVJ9//nlOTk5BQQEhpKenx2Qy+XLa69evm0ymoqIiQkhNTU1fX58vp9Xr9UKhcPXq1YSQxsbGTz/91JfTAvg+JiWLQCAghNi/HkvXKyKR6Ntvv7Upo5YsWTIwMMDlcofe1OMSUVFRhJDOzs64uDjr9s7OTuJIyQIA4KgFCxZkZmbSH0+ZMsXOy9AA8CgOlywWi+X69etsNnvoZpSHUigUeXl5SqWyvr6evk/HGr0N1n0ef/zx+vr61tZWm426N27cIITMmDHDzuOUlZVJJBKXxyOEdHV1RUdH+85eltu3b6emprr1UqtEItHpdAyu78jlcqVSyWwvi1gs9ti7SvX09Hz44Yd//OMfExMT//WvfymVyh9//NEzUzNAJ/zHP/4RFBT0448/ms3mt956y9uhHum7774zm82vvPKKVqtVKBStra2+nJZ27Nix3t5e+jr9hQsXvB1nBBRF3blzx3ot3Mddv37dl3df2fDACdaFOjs7Y2NjPbCXRaPR9Pf3j/jmg0FBQQ7f5MxiseLi4iiKEgqFI3aWy+V5eXkDAwMXL14cWq94wKJFiwghDQ0N1o0ajaa5uTklJSUrK8vO47j10qNPva00i8XyQB7GU3h+IGM+9d86IovF4l+B/Qu+t+7jd99bvwvsGfZ8W8xmM7E4jsfjEULeeecd60aZTHbgwAGbluzs7FmzZonF4hGPOWXKlOzsbPszKJXK/v5+pVI5fDedThcREREdHS0SiQYb33vvPULIhg0b7J8OwH5ZWVkNDQ30xzwe78iRI16NMwLrhDt27Hj77be9GmcE1gk/+eSTZcuWeTcPAHgSk0fJ7dmzh8vl7t27d82aNdXV1eXl5evWrUtNTT19+rR1t+LiYoFAEBAQwOPx8vLy5s+fn2ulrq6OwdSDdu/enZSUtHv37uG7cTicnTt3ymSyhQsXXr16VavVHj16dNu2bZGRkdu3b3cmAAAAAHgSk+23GRkZDQ0Nq1evrqmpqampIYQkJSW9+uqrJSUl1t3oB5k86r5les+/B2zevFkqlZaWls6cOZNuSUlJOXXqlFcuVAEAAAAzDJ9+m5WVdfPmzb6+vq6urszMzNjY2KF9zp8/71y24ZSVlZWVldnTk8Vi7du3r7CwkM/nSySSyZMnL126lMvlui8bAAAAuJxTb4uYnJzs5HP3PSY9Pd1mEQgAAAD8iLPv5OwknU5Hvzch/Wy39vZ2QsiYMWPcffMzAAAA+BcvlyzNzc1PPvnk4Kf0owsEAsGsWbO8FwoAAAB8jpdLll/+8pcWRu/LCAAAAD8rTG5yBgAAAPAwlCwAAADgB1CyAAAAgB9AyQIAAAB+ACULAAAA+AGULAAAAOAHULIAAACAH0DJAgAAAH4AJQsAAAD4AZQsAAAA4AdQsgAAAIAfQMkCAAAAfgAlCwAAAPgBT7yT89WrV69du8bhcLKzs9PS0lgslgcmtSGTyc6fPy8WiydNmpSbm+uVDAAAAMCYe0uWnp6ewsLCc+fODbbk5OScOHEiPT3drfPaqKqq2rx5s1arpT+dMmXKF198kZqa6skMAAAA4Aw3XhgyGAxLlixpamqqqKhobGysra3Nz89vamqaOXNmR0eH++a1UVtbu2HDhvT09HPnzt2+ffvQoUN3796dN2+eWq32WAYAAABwkhtXWaqqqq5cudLY2Dhr1ixCSE5OzrJly4qKig4fPlxSUnLmzBn3TT3IZDKVlJRER0fX1dUlJCQQQiZMmBAeHl5YWFhaWrpnzx4PZAAAAADnuXGV5ejRozwej65XaCwWq6ysjMvl8vl8kUjkvqkHXb58ub+/f/369XS9Qlu7dm1iYmJVVZUHAgAAAIBLuLFkKS4uXr58uU1jTEzM5MmTCSEtLS3um3rQ2bNnCSFz5861bmSz2Tk5OSKRyJPXpwAAAMAZzl4YunDhwrFjx27duhUQEJCWlvbCCy+8+OKL9P0469evpyhq6JBRo0YRQoxGozPzXrx4USAQZGdnP/XUU8N0++677wghU6dOtWmfOHEin8+/dOlSWlqaMzEAAADAM5ivskgkkoULFy5YsOD06dMURfX39584cYLH4x08eHCwD5vNthllNBpbWlpYLNa0adMYT00I4fP5W7du5fP5w3eTSqWEkPj4eJv2MWPGEEJ6enqcyQAAAAAew3CVRaFQ5ObmtrS07N+/f9OmTcHBwYQQoVD41ltvLV68eJiBJ0+elEqlq1atSk5OZjY1LTs7u6CgIDs7e8SchBA6njUOh0MIsf+mocbGRqVS6XjMkfX390dHR9N5fMG9e/fGjBkTEODGK4YqlcpgMMTGxjo6UKvVqtVq621JdtLr9VKp1MkfOfupVKqmpqbW1tb4+HihUHjz5s26ujrPTM0AnfDkyZMcDqejo4OiKF9OSyf8y1/+otPpbty48eDBA19OSzMajQ8ePBg9erS3g9jFYrHcu3fvscce83YQe3V2do4fP97bKezlgROsC/X19cXExHjg5clgMIhEInt+R1gWi4XBBK+99lp5eXlFRcXGjRvtH9XX15eVlcVmsxsbG1NSUgbbxWJxd3d3RkZGREQEgzDDiIuLk0gkBoMhKCjIuv2jjz4qLi7esmXLgQMH7DkOj8eTSCSuzUbr7u6Oiopy+RfOWFtb27hx44YWeS4klUoNBkNSUpKjAxUKhVqtZnDqV6vVUql03Lhxjg5k5vvvv580aZJMJktISGhvb4+NjbX+afc1LS0tsbGxAQEBwcHBcrncYrF4+LFJDuno6LBYLDExMTqdjhAiEomcXK/1AK1W++DBA395WaUoqr29fcKECd4OYq9bt27R+yP9ggdOsC507969mJiY8PBwd09k/+8Ik1WWH374oaKiYvbs2Q7VKwqF4rnnnjOZTGfPnh08g2u12pdffvnkyZMWi4XFYuXl5X300UcuLPDDwsIkEonRaLQpWeidNGFhYXYe59NPP3VVJPjJmzVr1h//+Ed60/fKlSufffbZgoICb4d6JOuEO3fuNJlM+/bt83aoR7JOWFNT89e//vWzzz7zdigA8BAmy1OVlZUURW3ZssX+IQqFIj8/XywW19fXW/9V9Morr9y5c6e5uVkikRw/flwgECxYsGBgYIBBqoeKiooihAw+93aQXq8nhERGRrpqIgDwgEmTJg3+SZ2amjpjxgyvxgEAj2KyyiIQCAghc+bMsbM/Xa+IRKJvv/3WeuVHKpV++umn9PNwCSE8Hk+v1xcUFBw7dqyoqIhBsKHokqWzszMuLs66vbOzkzhSsgiFQo1G45JINjQaTUhIiO9c2lSr1e5eBjSZTCaTicvlOjqQoii9Xh8aGuroQIvFotVq7V9Uc5Jer+/t7b127VpYWJharfbx2+nphDdv3gwMDJTJZBRF+XLaf/u3fyOEtLa2GgyG5OTklStX+nLaQR74tXIhpHUf/0qr0WhCQ0M98JZ8FotFo9HY851xeC+LxWLhcrkURRmNRnu+EoVCkZeXp1Qq6+rq6Pt0rP31r3+13q7b3d09bty4//qv/zp06JBDqR5l48aNlZWVx48fX7lypXX7M8888/XXXwsEAusn3Q1j5syZXV1dLolkQ6fTBQYGBgZ64v0p7TEwMMDhcNxaQhmNRrPZzGBLl8lkoiiK2UBmRRIzSqUyNDTUZDIFBQXpdLqgoCBfvnSt0WiCgoIsFktAQIDJZCKEhISEeDvUCBj/CHkFfbb02I+fkywWi06n8/2fgUFarZbBnzHe4oETrAt57OXJzt8RNpvtcBQWixUXF9fb2ysUCkfcQSmXy/Pz8wcGBi5evJiYmDi0g83tRfQjcV24V3HRokWVlZUNDQ3WJYtGo2lubk5JScnKyrLzOD/88IOrIsFP3qxZs8rLy7GXBQDAtZjUevPmzSOEfPDBB9aNcrnc+oksdEteXp7ZbP7mm28eWq8M9Yc//CE2NnbdunUj9lSpVEKhUKVSDd9t/vz5ERERx48fF4vFg43V1dUKhWLRokUeWO8CAAAAl2BSsuzZs4fL5e7du3fNmjXV1dXl5eXr1q1LTU09ffq0dbfi4mKBQBAQEMDj8fLy8ubPn59rZejTFHbt2nXmzJmvvvrKnvpm9+7dSUlJu3fvHr4bh8PZuXOnTCZbuHDh1atXtVrt0aNHt23bFhkZuX37dke/cAAAAPAWJteoMjIyGhoaVq9eXVNTU1NTQwhJSkp69dVXS0pKrLvRT55tamp66EFsNtju2rXr2LFjly5devzxxxlEGsbmzZulUmlpaSm9yZcQkpKScurUqaEbawAAAMBnMdxWk5WVdfPmzb6+vq6urszMzIc+yfT8+fP2HMpsNm/cuPHOnTuNjY30DT72KCsrKysrs6cni8Xat29fYWEhn8+XSCSTJ09eunSpv2yFAwAAAJpTO4GTk5OdfAi6wWB46aWXAgMDz54969a7KtLT020WgQAAAMCPePPeWoqinn/++e7u7jfffPP48eODb/ucmZlJ7/AFAAAAoHmzZNHpdPQm3MLCQuv2goIClCwAAABgzZslS1hYGLM3ZQQAAICfG/94Bh8AAAD8zKFkAQAAAD+AkgUAAAD8AEoWAAAA8AMoWQAAAMAPoGQBAAAAP4CSBQAAAPwAShYAAADwAyhZAAAAwA+gZAEAAAA/gJIFAAAA/ABKFgAAAPADnnhbxKtXr167do3D4WRnZ6elpbFYLA9MakMmk50/f14sFk+aNCk3N9crGQAAAIAx95YsPT09hYWF586dG2zJyck5ceJEenq6W+e1UVVVtXnzZq1WS386ZcqUL774IjU11ZMZAAAAwBluvDBkMBiWLFnS1NRUUVHR2NhYW1ubn5/f1NQ0c+bMjo4O981ro7a2dsOGDenp6efOnbt9+/ahQ4fu3r07b948tVrtsQwAAADgJDeuslRVVV25cqWxsXHWrFmEkJycnGXLlhUVFR0+fLikpOTMmTPum3qQyWQqKSmJjo6uq6tLSEgghEyYMCE8PLywsLC0tHTPnj0eyAAAAADOc+Mqy9GjR3k8Hl2v0FgsVllZGZfL5fP5IpHIfVMPunz5cn9///r16+l6hbZ27drExMSqqioPBAAAAACXcGPJUlxcvHz5cpvGmJiYyZMnE0JaWlrcN/Wgs2fPEkLmzp1r3chms3NyckQikSevTwEAAIAznL0wdOHChWPHjt26dSsgICAtLe2FF1548cUX6ftx1q9fT1HU0CGjRo0ihBiNRmfmvXjxokAgyM7Ofuqpp4bp9t133xFCpk6datM+ceJEPp9/6dKltLQ0Z2IAAACAZzBfZZFIJAsXLlywYMHp06cpiurv7z9x4gSPxzt48OBgHzabbTPKaDS2tLSwWKxp06YxnpoQwufzt27dyufzh+8mlUoJIfHx8TbtY8aMIYT09PQ4kwEAAAA8huEqi0KhyM3NbWlp2b9//6ZNm4KDgwkhQqHwrbfeWrx48TADT548KZVKV61alZyczGxqWnZ2dkFBQXZ29og5CSF0PGscDocQgpuGAAAA/AXLYrEwGPbaa6+Vl5dXVFRs3LjR/lF9fX1ZWVlsNruxsTElJWWwXaVStbW1xcfH04sfLhQXFyeRSAwGQ1BQkHX7Rx99VFxcvGXLlgMHDthznLlz5wqFQtdmo8lkstDQULqE8gUikSgmJmbo8pgLaTQaiqLo64MOGRgY0Ov1UVFRjg7U6/UajSYmJsbRgcz09PTExsZqNJqIiAi5XB4SEhIREeGZqRl48OBBSEiIxWIJDAzU6/UWi8Vj3yjGtFqt0WiMjIz0dhC7GAwGlUoVGxvr7SB2MZvNYrHY+n4FHycUChMTE72dwl4eOMG6kFQqDQsL88DLk/2/I0xWWX744YeKiorZs2c7VK8oFIrnnnvOZDKdPXt2sF6hKGrLli2VlZXBwcEqlWrWrFnV1dXTp09nkOqhwsLCJBKJ0Wi0KVnonTRhYWF2Hufzzz8ffBKda6nV6tDQ0IAAX3nnBKVSyaCYcIjRaDSZTCEhIY4OpChKr9eHhoY6OtBsNmu12vDwcEcHMrNo0aLf//73mZmZ4eHhr7/++rx58371q195ZmoGSkpK5s2b99xzzwUGBn7wwQf0r6S3Q43AZDIZDAYGPwleYbFY1Gq1L5etNjxwEnAhpHUfj7082f87wqRkqaysdPS8plAo8vPzxWJxfX09fccQbe3ate3t7f/85z/p58u9+OKLzz333N27d4deymEmKirq3r17Wq3W5uym1+sJIfb/lZaUlOSSPPBzwOFwUlJS6Mo7PDw8Pj7el3d5R0ZGJicnP/HEE4SQuLg4k8nky2kB4OeMSckiEAgIIXPmzLGzP12viESib7/9dvz48db/tGrVqtmzZ9PLQenp6UuWLNmxY8eNGzdmzpzJINhQ9EWEzs7OuLg46/bOzk7iSMkC8FP1hz/8YfDPvtdff53ZlWIAAA9wuGSxWCzXr19ns9nWm1GGoVAo8vLylEplfX390K0qzz//vPWndXV1HA7nscceczTVozz++OP19fWtra02G3Vv3LhBCJkxY4adx1m5cqVYLHZVKmvd3d3R0dEeu2Yxovb29rFjx7pqleuhpFKpwWBgsHClUCjUavXo0aMdHahWq6VS6bhx4xwdyExra+vrr78ul8vj4+Pb29uvXbt27Ngxz0zNWH9/P4fDiY6O9nYQu8hkMp1O5+QWfo/RarUPHjyw+WvNZ1EU1dHRkZmZ6e0g9vrxxx8nTZrk7RT2am9vHzdunM1GBZ917969mJgYD7w8abVakUhkz0u/wyULi8WKi4vr7e0VCoUjvurI5fL8/PyBgYGLFy8Os0PKYDD09PRUVFTU19fv3r3bhbv/Fi1aVFlZ2dDQsHLlysFGjUbT3NyckpKSlZVl53Fef/11lUrlqlTW+vr6oqKiGGzscJOurq6xY8e69eKlUqk0GAw261720Gg0arWawVY7nU4nlUrtLLKd9+tf//qll16KjIxMSEg4cOBAdnZ2fn6+Z6ZmTCQScTgcf7nKrlarBwYGhj68wDcZDAahUDh27FhvB7GLxWLp7Oz0o3eNvXv3rh+l9cAJ1oV6e3tjYmK4XK67JzIYDA8ePLDr/huL43g8HiHknXfesW6UyWQHDhywacnOzp41a5ZYLB7+gINLIC+//LKdGZRKZX9/v1KpHL6bTqeLiIiIjo4WiUSDje+99x4hZMOGDXbOBeCQrKyshoYG+mMej3fkyBGvxgEA+IlgUuvt2bOHy+Xu3bt3zZo11dXV5eXl69atS01NPX36tHW34uJigUAQEBDA4/Hy8vLmz5+fa6Wurm6w58cff3zp0qX333//1KlTq1atMplMI2bYvXt3UlLS7t27h+/G4XB27twpk8kWLlx49epVrVZ79OjRbdu2RUZGbt++ncHXDgAAAF7BZPttRkZGQ0PD6tWra2pqampqCCFJSUmvvvpqSUmJdTf6ybNNTU0PPUhRUdHgx/Q9RLNnz46Pj1+xYkVOTs6mTZsYBHuozZs3S6XS0tLSwS29KSkpp06dcvkzYAAAAMB9GD5KjtbX19fV1ZWZmemqpyQ9ePAgMTHx2Wef/eqrr1xywEHt7e18Pl8ikUyePHnp0qUeuDgHP1uzZs0qLy+n34xz5cqVzz77bEFBgbdDAQD4PafeFjE5OdmZTfsmk+nGjRvWD47r7u4mhLjjzo709HSbRSAAAADwI97ctywSiV544YXKykqRSEQIUavVv/3tb4OCgoqLi72YCgAAAHyQN0uW5OTkurq6//3f/01ISBg/fnxiYuK1a9dOnjw5a9YsL6YCAAAAH+TUhSHnTZw4USAQdHd3Nzc3JyQkzJgxw1/eNwQAAAA8ycslC23s2LH+8pwlAAAA8Ar/eAYfAAAA/MyhZAEAAAA/gJIFAAAA/ABKFgAAAPADKFkAAADAD6BkAQAAAD+AkgUAAAD8AEoWAAAA8AMoWQAAAMAPoGQBAAAAP4CSBQAAAPwAShYAAADwA554W8SrV69eu3aNw+FkZ2enpaWxWCwPTGpDJpOdP39eLBZPmjQpNzfXKxkAAACAMfeWLD09PYWFhefOnRtsycnJOXHiRHp6ulvntVFVVbV582atVkt/OmXKlC+++CI1NdWTGQAAAMAZbrwwZDAYlixZ0tTUVFFR0djYWFtbm5+f39TUNHPmzI6ODvfNa6O2tnbDhg3p6ennzp27ffv2oUOH7t69O2/ePLVa7bEMAAAA4CQ3rrJUVVVduXKlsbFx1qxZhJCcnJxly5YVFRUdPny4pKTkzJkz7pt6kMlkKikpiY6OrqurS0hIIIRMmDAhPDy8sLCwtLR0z549HsgAAAAAznPjKsvRo0d5PB5dr9BYLFZZWRmXy+Xz+SKRyH1TD7p8+XJ/f//69evpeoW2du3axMTEqqoqDwQAAAAAl3BjyVJcXLx8+XKbxpiYmMmTJxNCWlpa3Df1oLNnzxJC5s6da93IZrNzcnJEIpEnr08BAACAM5y9MHThwoVjx47dunUrICAgLS3thRdeePHFF+n7cdavX09R1NAho0aNIoQYjUZn5r148aJAIMjOzn7qqaeG6fbdd98RQqZOnWrTPnHiRD6ff+nSpbS0NGdiAAAAgGcwX2WRSCQLFy5csGDB6dOnKYrq7+8/ceIEj8c7ePDgYB82m20zymg0trS0sFisadOmMZ6aEMLn87du3crn84fvJpVKCSHx8fE27WPGjCGE9PT0OJMBAAAAPIbhKotCocjNzW1padm/f/+mTZuCg4MJIUKh8K233lq8ePEwA0+ePCmVSletWpWcnMxsalp2dnZBQUF2dvaIOQkhdDxrHA6HEGL/TUOVlZX0oVyura0tISGBXnnyBdevX58wYcLQ75gLiUQinU43duxYRwfKZDK5XM7g7nSlUvngwYOMjAxHBzIjFApramqqq6tHjx5969YtiqKEQqFnpmasu7uby+UOLe59k1gs1mq148aN83YQu2g0mvv370+cONHbQexCUdT169enT5/u7SD2unLlSlZWlrdT2Ov69esTJ04MCgrydhC7eOzlSaPR9PT0TJgwYcSeDEuW3/3udy0tLRUVFRs3bhxsTExMPHLkyDCj+vr63njjjdGjR5eVldn8k9FozM/Pv3///tmzZ+25WLNixYoVK1aM2I0uSgICbBeT6OWfwSe1jEihUMhkMjs7O0QmkwUFBT30CppXyGQymUzm1pJFJpPpdLrw8HAGA+VyeVRUlKMDlUol/XU5OpAZk8mkUqk0Gk1ISIjBYNBoNB6bmjGZTMblcgMDPfFsSefJZDKtVhsREeHtIHahfwB8/2eAZjKZ5HK5v6QlhPhXWplMJpVK3XqCdSGPvTyp1Wo7f0eYnKF++OGHioqK2bNnW9crI1IoFM8995zJZDp79mxKSorNv5aWlopEora2Nif3uNgICwuTSCRGo9GmqqVnCQsLs/M4b775pgtTwU/b+fPnN27cSG/6Xrly5bPPPltQUODtUAAAfo/JXpbKykqKorZs2WL/EIVCkZ+fLxaL6+vrh+5iaW1tfffdd9etW8cgzPDov8iHrqbo9XpCSGRkpMtnBHj55ZczMzPpj//zP//zF7/4hXfzAAD8NDBZZREIBISQOXPm2NmfrldEItG33347fvz4oR2Ki4uXLFkyY8YMBmGGR5csnZ2dcXFx1u2dnZ3EkZLl/Pnzcrnctdlo3d3dsbGxoaGh7jg4A+3t7ePHjx+6b9qF5HK5Xq9PTEx0dKBKpVKpVEOX6EY0MDAgFosZ7J5hJj4+/ptvvunq6kpKSuJwODdu3Lhx44ZnpmZMKBRyuVx/KeIVCsXAwEBSUpK3g9hFr9f39/c/9thj3g5iF4vF0tbWNlhz+77W1lY/StvW1paamurWE6wLdXd3x8XFhYSEuHsi+39HHC5ZLBbL9evX2Wy2na8cCoUiLy9PqVTW19fT9+nYOHLkyKVLl27evOmOp6Q8/vjj9fX1ra2tNht16ZcQ+4uk//u//3PT5dK7d+/Gxsb6zvbbW7dupaenu/VSq1gs1ul0D/1hGJ5MJlMqlQxO/UqlUiwWe/iG9ra2tqSkJAZbdrzi/v37XC7XprL3WRKJRKvVeqwGdZJGo+nt7fWXl1WTyXT79u0nnnjC20Hs9a9//cuPNgt74ATrQh0dHXFxcR54eVKr1f39/fbcIeFwycJiseLi4np7e4VC4Yh/5cjl8vz8/IGBgYsXLz70r2qRSLR169bt27enpqa6o2RZtGhRZWVlQ0PDypUrBxs1Gk1zc3NKSor9+8zxqFwAAADvYrKXZd68eYSQDz74wLpRLpdbP5GFbsnLyzObzd98882jrgJs2rQpPj5+27ZtjmZQqVRCoVClUg3fbf78+REREcePHxeLxYON1dXVCoVi0aJF9CPvAAAAwPexLBaLo2Pa2tqmTp2q0+lWr1799NNPa7XaK1eu/OUvf3niiSfop83SVqxYUVtbm5OTQ18gpyjKeq7t27cHBAQ888wz+/fvf/rppwkhjY2Nr7322qeffjp+/Phf/OIXw9cTb7zxxoEDB7Zu3Tr0fmkbBw8e3Lp16+zZsz/88MMJEyZ89tlnxcXFXC73+vXrDK5NAAAAgFcw2X6bkZHR0NCwevXqmpqampoaQkhSUtKrr75aUlJi3Y1+8mxTU9NDD1JUVCQUCgMDA9955x26xWw2E0JeeuklFoulVqvpp705b/PmzVKptLS0dObMmXRLSkrKqVOnUK8AAAD4ESarLIP6+vq6uroyMzNjY2Odj1JdXV1UVPTjjz+64zGR7e3tfD5fIpFMnjx56dKlXC7X5VMAAACA+zj1sMvk5GQnn7vvMenp6TaLQAAAAOBHmL8tIgAAAIDH/H8bXKihp+AXoAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=742x567 at 0xA220CD550>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Scale the latex output to 1/2 the normal size\n",
    "circuit.draw(output='latex', scale=0.5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "## Latex Source\n",
    "\n",
    "One additional option available with the latex output type is to return the raw LaTex source code instead of rendering an image for it. This enables easy integration in a seperate LaTex document. To use this you can just set the `output` kwarg to `'latex_source'`. You can also use the `filename` kwarg to write this output directly to a file (and still return the string) instead of returning just a string."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "% \\documentclass[preview]{standalone}\n",
      "% If the image is too large to fit on this documentclass use\n",
      "\\documentclass[draft]{beamer}\n",
      "% img_width = 16, img_depth = 15\n",
      "\\usepackage[size=custom,height=24,width=25,scale=0.7]{beamerposter}\n",
      "% instead and customize the height and width (in cm) to fit.\n",
      "% Large images may run out of memory quickly.\n",
      "% To fix this use the LuaLaTeX compiler, which dynamically\n",
      "% allocates memory.\n",
      "\\usepackage[braket, qm]{qcircuit}\n",
      "\\usepackage{amsmath}\n",
      "\\pdfmapfile{+sansmathaccent.map}\n",
      "% \\usepackage[landscape]{geometry}\n",
      "% Comment out the above line if using the beamer documentclass.\n",
      "\\begin{document}\n",
      "\\begin{equation*}\n",
      "    \\Qcircuit @C=0.5em @R=0.0em @!R {\n",
      "\t \t\\lstick{qa_{0}: \\ket{0}} & \\qw \\barrier{7} & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\gate{H} \\barrier[-1.15em]{2} & \\qw & \\qw & \\meter & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qa_{1}: \\ket{0}} & \\gate{X} & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\gate{H} & \\qw & \\meter & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qa_{2}: \\ket{0}} & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\gate{H} & \\meter & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{0}: \\ket{0}} & \\qw & \\gate{H} & \\ctrl{1} & \\qw & \\qswap \\qwx[4] \\barrier[-1.15em]{4} & \\qw & \\qw & \\qw & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{1}: \\ket{0}} & \\gate{X} & \\gate{H} & \\qswap & \\qw & \\qw & \\qw & \\qw & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{2}: \\ket{0}} & \\gate{X} & \\gate{H} & \\qswap \\qwx[-1] & \\ctrl{1} & \\qw & \\qw & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{3}: \\ket{0}} & \\qw & \\gate{H} & \\qw & \\qswap & \\ctrl{1} & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{4}: \\ket{0}} & \\gate{X} & \\gate{H} & \\qw & \\qswap \\qwx[-1] & \\qswap & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{c1_{0}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c1_{1}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c1_{2}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{0}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{1}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{2}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{3}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{4}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t }\n",
      "\\end{equation*}\n",
      "\n",
      "\\end{document}\n"
     ]
    }
   ],
   "source": [
    "# Print the latex source for the visualization\n",
    "print(circuit.draw(output='latex_source'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Save the latex source to a file\n",
    "circuit.draw(output='latex_source', filename='/tmp/circuit.tex');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## circuit_drawer() as function\n",
    "\n",
    "If you have an application where you prefer to draw a circuit with a self contained function instead of as a method of a circuit object you can directly use the `circuit_drawer()` function, which is part of the public stable interface from `qiskit.tools.visualization`. The function behaves identically to the `circuit.draw()` method except that it takes in a circuit object as required argument.\n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Note:</b> In Qiskit Terra <b> <= 0.7 </b> the default behavior for the circuit_drawer() function is to use the <i>latex</i> output backend, and in <b>0.6.x</b> that includes a fallback to <i>mpl</i> if <i>latex</i> fails for any reason. But starting in releases <b> > 0.7 </b>the default changes to use the <i>text</i> output.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit.tools.visualization import circuit_drawer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1023.4x981.26 with 1 Axes>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "circuit_drawer(circuit, output='mpl', plot_barriers=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python [default]",
   "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": "3.6.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}