{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "bbb02592",
   "metadata": {},
   "source": [
    "```{try_on_binder}\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3e2088fd",
   "metadata": {
    "load": "myst_code_init.py",
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The pymor.discretizers.builtin.gui.jupyter extension is already loaded. To reload it, use:\n",
      "  %reload_ext pymor.discretizers.builtin.gui.jupyter\n"
     ]
    }
   ],
   "source": [
    "from IPython import get_ipython\n",
    "ip = get_ipython()\n",
    "if ip is not None:\n",
    "    ip.run_line_magic('load_ext', 'pymor.discretizers.builtin.gui.jupyter')\n",
    "    ip.run_line_magic('matplotlib', 'inline')\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\", category=UserWarning, module='torch')\n",
    "import pymor.tools.random\n",
    "pymor.tools.random._default_random_state = None\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77cc4f50",
   "metadata": {},
   "source": [
    "# Tutorial: Reducing an LTI system using balanced truncation\n",
    "\n",
    "\n",
    "Here we briefly describe the balanced truncation method,\n",
    "for asymptotically stable LTI systems with an invertible {math}`E` matrix,\n",
    "and demonstrate it on the heat equation example from\n",
    "{doc}`tutorial_lti_systems`.\n",
    "First, we import necessary packages, including\n",
    "{class}`~pymor.reductors.bt.BTReductor`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d671756e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import scipy.sparse as sps\n",
    "from pymor.models.iosys import LTIModel\n",
    "from pymor.reductors.bt import BTReductor\n",
    "\n",
    "plt.rcParams['axes.grid'] = True"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a70cd19",
   "metadata": {},
   "source": [
    "Then we build the matrices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "9561581c",
   "metadata": {
    "load": "heat_equation.py"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import scipy.sparse as sps\n",
    "\n",
    "k = 50\n",
    "n = 2 * k + 1\n",
    "\n",
    "E = sps.eye(n, format='lil')\n",
    "E[0, 0] = E[-1, -1] = 0.5\n",
    "E = E.tocsc()\n",
    "\n",
    "d0 = n * [-2 * (n - 1)**2]\n",
    "d1 = (n - 1) * [(n - 1)**2]\n",
    "A = sps.diags([d1, d0, d1], [-1, 0, 1], format='lil')\n",
    "A[0, 0] = A[-1, -1] = -n * (n - 1)\n",
    "A = A.tocsc()\n",
    "\n",
    "B = np.zeros((n, 2))\n",
    "B[:, 0] = 1\n",
    "B[0, 0] = B[-1, 0] = 0.5\n",
    "B[0, 1] = n - 1\n",
    "\n",
    "C = np.zeros((3, n))\n",
    "C[0, 0] = C[1, k] = C[2, -1] = 1\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "953f29b3",
   "metadata": {},
   "source": [
    "and form the full-order model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b4a5a899",
   "metadata": {},
   "outputs": [],
   "source": [
    "fom = LTIModel.from_matrices(A, B, C, E=E)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01dbb776",
   "metadata": {},
   "source": [
    "## Balanced truncation\n",
    "\n",
    "As the name suggests,\n",
    "the balanced truncation method consists of\n",
    "finding a *balanced* realization of the full-order LTI system and\n",
    "*truncating* it to obtain a reduced-order model.\n",
    "\n",
    "The balancing part is based on the fact that a single LTI system has many\n",
    "realizations.\n",
    "For example, starting from a realization\n",
    "\n",
    "```{math}\n",
    "\\begin{align}\n",
    "    E \\dot{x}(t) & = A x(t) + B u(t), \\\\\n",
    "    y(t) & = C x(t) + D u(t),\n",
    "\\end{align}\n",
    "```\n",
    "\n",
    "another realization can be obtained by replacing {math}`x(t)` with\n",
    "{math}`T \\tilde{x}(t)` or by pre-multiplying the differential equation with an\n",
    "invertible matrix.\n",
    "In particular, there exist invertible transformation matrices\n",
    "{math}`T, S \\in \\mathbb{R}^{n \\times n}` such that the realization with\n",
    "{math}`\\tilde{E} = S^{\\operatorname{T}} E T = I`,\n",
    "{math}`\\tilde{A} = S^{\\operatorname{T}} A T`,\n",
    "{math}`\\tilde{B} = S^{\\operatorname{T}} B`,\n",
    "{math}`\\tilde{C} = C T`\n",
    "has Gramians {math}`\\tilde{P}` and {math}`\\tilde{Q}` satisfying\n",
    "{math}`\\tilde{P} = \\tilde{Q} = \\Sigma = \\operatorname{diag}(\\sigma_i)`,\n",
    "where {math}`\\sigma_i` are the Hankel singular values\n",
    "(see {doc}`tutorial_lti_systems` for more details).\n",
    "Such a realization is called balanced.\n",
    "\n",
    "The truncation part is based on the controllability and observability energies.\n",
    "The controllability energy {math}`E_c(x_0)` is the minimum energy (squared\n",
    "{math}`\\mathcal{L}_2` norm of the input) necessary to steer the system from the\n",
    "zero state to {math}`x_0`.\n",
    "The observability energy {math}`E_o(x_0)` is the energy of the output (squared\n",
    "{math}`\\mathcal{L}_2` norm of the output) for a system starting at the state\n",
    "{math}`x_0` and with zero input.\n",
    "It can be shown for the balanced realization\n",
    "(and same for any other realization)\n",
    "that,\n",
    "if {math}`\\tilde{P}` is invertible,\n",
    "then\n",
    "\n",
    "```{math}\n",
    "E_c(x_0) = x_0 \\tilde{P}^{-1} x_0, \\quad\n",
    "E_o(x_0) = x_0 \\tilde{Q} x_0.\n",
    "```\n",
    "\n",
    "Therefore, states corresponding to small Hankel singular values are more\n",
    "difficult to reach (they have a large controllability energy) and are difficult\n",
    "to observe (they produce a small observability energy).\n",
    "In this sense, it is then reasonable to truncate these states.\n",
    "This can be achieved by taking as basis matrices\n",
    "{math}`V, W \\in \\mathbb{R}^{n \\times r}` the first {math}`r` columns of\n",
    "{math}`T` and {math}`S`,\n",
    "possibly after orthonormalization,\n",
    "giving a reduced-order model\n",
    "\n",
    "```{math}\n",
    "\\begin{align}\n",
    "    \\hat{E} \\dot{\\hat{x}}(t)\n",
    "    & = \\hat{A} \\hat{x}(t) + \\hat{B} u(t), \\\\\n",
    "    \\hat{y}(t)\n",
    "    & = \\hat{C} \\hat{x}(t) + D u(t),\n",
    "\\end{align}\n",
    "```\n",
    "\n",
    "with\n",
    "{math}`\\hat{E} = W^{\\operatorname{T}} E V`,\n",
    "{math}`\\hat{A} = W^{\\operatorname{T}} A V`,\n",
    "{math}`\\hat{B} = W^{\\operatorname{T}} B`,\n",
    "{math}`\\hat{C} = C V`.\n",
    "\n",
    "It is known that the reduced-order model is asymptotically stable if\n",
    "{math}`\\sigma_r > \\sigma_{r + 1}`.\n",
    "Furthermore, it satisfies the {math}`\\mathcal{H}_\\infty` error bound\n",
    "\n",
    "```{math}\n",
    "\\lVert H - \\hat{H} \\rVert_{\\mathcal{H}_\\infty}\n",
    "\\leqslant 2 \\sum_{i = r + 1}^n \\sigma_i.\n",
    "```\n",
    "\n",
    "Note that any reduced-order model (not only from balanced truncation) satisfies\n",
    "the lower bound\n",
    "\n",
    "```{math}\n",
    "\\lVert H - \\hat{H} \\rVert_{\\mathcal{H}_\\infty}\n",
    "\\geqslant \\sigma_{r + 1}.\n",
    "```\n",
    "\n",
    "## Balanced truncation in pyMOR\n",
    "\n",
    "To run balanced truncation in pyMOR, we first need the reductor object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4263b36a",
   "metadata": {},
   "outputs": [],
   "source": [
    "bt = BTReductor(fom)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5fe95d7",
   "metadata": {},
   "source": [
    "Calling its {meth}`~pymor.reductors.bt.GenericBTReductor.reduce` method runs the\n",
    "balanced truncation algorithm. This reductor additionally has an `error_bounds`\n",
    "method which can compute the a priori {math}`\\mathcal{H}_\\infty` error bounds\n",
    "based on the Hankel singular values:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "146ca277",
   "metadata": {},
   "outputs": [
    {
     "data": {
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oqBEREZGQoKBGREREQoKCGhEREQkJCmpEREQkJCioERERkZCgoEZERERCgoIaERERCQkKakRERCQkKKjxgz35R1i6LZc9+UeC3RQREZF6q95saFlTZn23g4kfrMNuwGqBKSPOZWTP1GA3S0REpN7RSM1p2JN/hAknAhoAu4H7P1ivERsREZEgUFBzGrJzCzHGvazUGLbnFgWnQSIiIvWYgprT0DahAVaLe5nNYqFNQkxwGiQiIlKPKag5DUnx0UwZca5bYHNH/3YkxUcHr1EiIiL1VJ0Kaq688koaN27M1VdfHeymuIzsmco3Ey7mwjMTAMcjKREREQm8OhXUjBs3jtdffz3YzfCQFB/N/Zd2BOCTdXvYmaecGhERkUCrU0FNv379iI2NDXYzvOqUHEefsxKwG3hlSXawmyMiIlLv+C2oyczMZNiwYSQnJ2OxWJgzZ45HnWnTptGmTRuioqLo3bs3K1as8NfbB1f+LsjOZGwPRy7NrO92crDoWJAbJSIiUr/4LagpLCwkLS2NadOmeT0/a9YsMjIymDx5MqtXryYtLY0hQ4awb98+V50uXbrQuXNnj6/du3f7q5n+t/p1mNoZZg6j15yLGN/kW46UlPLYJxu1Xo2IiEgA+W1F4aFDhzJ06NBKzz/zzDPccsst3HjjjQBMnz6djz/+mBkzZjBhwgQAsrKy/NUciouLKS4udh0XFBQAUFJSQklJSbXv67y2pKQECnYT9uHdWHAsVmMxdu4u+jdvcxbvrIT3Vv3CI1d04pruLU/jk9Rfbn0tNU79HTjq68BRXwdOTfV1Ve4XkG0Sjh07xqpVq5g4caKrzGq1MnDgQJYtW1Yj7zllyhQefvhhj/IFCxYQE3P668gsXLiQhEMbuAD31fes2GljzWGvvSl2Aw/M+YGSHd/TKPK037LeWrhwYbCbUK+ovwNHfR046uvA8XdfFxX5PvkmIEFNbm4upaWlJCYmupUnJiayadMmn+8zcOBA1q5dS2FhIS1btuTdd98lPT3da92JEyeSkZHhOi4oKKBVq1YMHjyYuLi46n0QHBHjwoULGTRoEOFHumD+/Q8sxu46f9xY2W4v+5wGC+26nE/vtk2q/Z71lVtfh4cHuzkhT/0dOOrrwFFfB05N9bXzSYsv6tSGlp9//rnPdSMjI4mM9BweCQ8P90tnh4eHEx7TGoY9C/PGgbFjgEePX89emrrqWYB2iXH6ZToN/vqeiW/U34Gjvg4c9XXg+Luvq3KvgEzpTkhIwGazkZOT41aek5NDixYtAtGEmtNtNIxfB43bYgEuP68FNkvZEsMGyCkorvRyERER8Y+ABDURERF0796dRYsWucrsdjuLFi2q9PFRnRLfEn5zFwBd981hyX39eOuW87mksyNgmzR3PaV2c7I7iIiIyGnyW1Bz+PBhsrKyXDOYsrOzycrKYseOHQBkZGTw0ksvMXPmTDZu3Mjtt99OYWGhazZUnXfuNRDeAA5sIengatLbNeXvV3QmNjKM73/J5+3vdgS7hSIiIiHNb0HNypUr6dq1K127dgUcQUzXrl2ZNGkSACNHjuSpp55i0qRJdOnShaysLD799FOP5OE6KyoOzj2xJ9XKVwFoFhtJxuD2ADwxfxOf/bBXa9eIiIjUEL8lCvfr1w9jTv6IZezYsYwdO9Zfb1n79LgRVs+EjR9C4QFo0JQ/nN+aF77ext6CYv7031VYLTBlxLmM7Jka7NaKiIiElDq191Otl9wVkrpA6TH44u+Qv4v9h4vJOVSWKGw3cP8H6zViIyIi4mcKavyt+dmOP1e9ClM7U7jsVSoOYJUaw/Zc7eQtIiLiTwpq/Cl/F3z/TtmxsdNu+YMkWw64VbNYoE3C6a9qLCIiImUU1PhT3jYot7owgMWU8shFDdzWromwWQmzqutFRET8Sf9n9acm7cBSoUstFi5OP58lE/rzvz/25uwWsRQftzPlk43BaaOIiEiIUlDjT/Epjm0TLLaysrAYCI8mKT6aC85M4ImrzsNigQ/W7OLj73ezdFuukoZFRET8QEGNvzm3TfjDHGhyJpQUwpePuk6ntWrEqF6O6dx3vrmGUS8t54LHv2CWFucTERE5LQpqakJ8CrTrD8P+6TheOQP2rHWdHp3e2q26pnmLiIicPgU1NaltXzhnhCN5+MO74aevIX8XBwqPeVTVNG8REZHTo6Cmpg1+BGwRsCcLXr8cpnam0965WC3u1WwWi6Z5i4iInAYFNYFQWlL22thp9Pk9TB3azC2wueviM0mKjw5820REREKEgpqalrcNqLCksCnl8lbFfDPhYs5v2wSA737OO+XeWSIiIlI5BTU1zevaNVZocgZJ8dE8eU0aETYr32w9wOcb9wWnjSIiIiFAQU1N87Z2TUwCxDQFoFWTGG7u0xaAhz9cT+aP+zULSkREpBoU1ASCc+2a6952BDSF+2Dx067Td/RrR8PIMH45eJTRM1Zo3RoREZFqUFATKPEp0GEoXHYimFnyT8cU7+xMinJ3UFh83FVV69aIiIhUnYKaQOt0BXS4FOwljineM4fR/OUeXGP70q2a1q0RERGpGgU1gWaxQJ+/uhdh57GwV2jBAVeZ1YLWrREREakCBTXBUFLoURRmsXOGtWz2U+umDWgRFxXIVomIiNRpCmqCwes0bxv/vONK/nVdFyJsFrJzC5m/fm9w2iciIlIHKagJBtc073Ldf/EDJLZsx+VpKdze70wAHv14I0dLSoPUSBERkbpFQU2wdBsN49dDcjfH8e4s16nbLmpHUnwUuw4e4ZkFm1m6LVczoURERE5BQU0wxafAFdMcIzYbP4Tt3wAQHWFj4qUdAXhxcTajXlqutWtEREROQUFNsCV2gm5jHK8/+Sts+xryd9GjdSO3alq7RkRE5OQU1NQG/R8AWyTs2wD/vRymdqbo29c8qmntGhERkcopqKkNSo85vpyMnXbLHyTZcsCtmtauERERqZyCmtogbxtg3IosppRHLmqAzVJW1iIuiiYNIgLbNhERkTpCQU1tUMm6NRenn8+SCRfzn+u7ER8Vxu78ozz04Q+aDSUiIuKFgprawLVuja2srOMwiE8hKT6aS89N4qnfdQHgrRU7NRtKRETECwU1tUW30TB+Hfzmbsfx9iVwrGw7hc4pcW7VNRtKRETEnYKa2iQ+BQZMgsZtoCgXvnvFdSo713O/KM2GEhERKaOgpraxhUPfex2vv3nWNVrTNqEBVot7Vc2GEhERKaOgpjY6byQ0busYrcl8CrIzSSKPKSPOxWYpi2y0k7eIiEgZBTW1kS0MLjoxWrPkGZg5DKZ2ZqTtK5ZM6M+/r+tKZJhjJ++Pvt8T1KaKiIjUFgpqaqvWF7gfGzvMG08Sefw2LZk7+58FwGOfbKTo2PEgNFBERKR2UVBTWx382bPMlELeTwDc2vcMWjaOZk/+UZ78VDt5i4iIKKiprbwuyGeFJmcAEBVu48HLOgHw6tLtWrtGRETqPQU1tZW3BfnCY+DgTsjOhPxdnNdSa9eIiIg4hQW7AXIS3UZDuwGQ8wMs/Bvs3wSvDnGcs1gp6v0o0NrtEufaNUnx0YFvr4iISBBppKa2i0+B9oNh+HT38kp28rZp7RoREamnFNTUFccOeRQ5d/Iuvyjf6N+00SiNiIjUSwpq6opKEocvTj+fbyZczKWdWwCw/Kc87HYThAaKiIgEl4KausJb4nDTdhCXTFJ8NI9ceS6xkWFs2FPAR+u0IJ+IiNQ/CmrqEudO3iNeAlsk5G6B72cB0KRBBLf2dUz3fnrBZkpK7cFsqYiISMDVuaCmqKiI1q1b89e//jXYTQmO+BQ473fQ7z7H8Wf3Q1EeADdd2JaEhhH8fKCIKZ9s1NRuERGpV+pcUPPoo49y/vnnB7sZwZd+FzTrCEUH4OO/QHYmDY7m8Jt2CQDM+Ga7FuMTEZF6pU4FNVu2bGHTpk0MHTo02E0JvrAIGDbV8fqHD2DmMMzUzsSs/5+rihbjExGR+sRvQU1mZibDhg0jOTkZi8XCnDlzPOpMmzaNNm3aEBUVRe/evVmxYkWV3uOvf/0rU6ZM8VOLQ0B8K6BsPrfF2Hkk7BVaULZ2jXMxPhERkVDnt6CmsLCQtLQ0pk2b5vX8rFmzyMjIYPLkyaxevZq0tDSGDBnCvn37XHW6dOlC586dPb52797N3Llzad++Pe3bt/dXk+u+vG2A+/TtMIudNtYct7KjJaUBbJSIiEhw+G2bhKFDh570sdAzzzzDLbfcwo033gjA9OnT+fjjj5kxYwYTJkwAICsrq9Lrv/32W95++23effddDh8+TElJCXFxcUyaNMlr/eLiYoqLi13HBQUFAJSUlFBSUlLVj+fivPZ07uE3ca0Js1ixmLKZTnas7DCJbtUenLOO6dd34WDRcVo3jSEpPirQLa2WWtXX9YD6O3DU14Gjvg6cmurrqtzPYozx+0ptFouF2bNnM3z4cACOHTtGTEwM7733nqsMYMyYMRw8eJC5c+dW6f6vvfYa69ev56mnnqq0zkMPPcTDDz/sUf7mm28SExM62wikHviaLjtmYMFggB+Sr2VVo0vZf9RCw3DDy5tt5B614BjRsWDBMPIMO+mJWqBPRERqv6KiIkaNGkV+fj5xcXEnrRuQDS1zc3MpLS0lMdF9BCExMZFNmzbVyHtOnDiRjIwM13FBQQGtWrVi8ODBp+yUkykpKWHhwoUMGjSI8PBwfzT1NF3K8YJx2GZdi3XfBjq2TaZDv0tdZ8/emssNM1fjzL0xWHgn28YdI/rW+hGb2tfXoU39HTjq68BRXwdOTfW180mLL+rkLt033HDDKetERkYSGRnpUR4eHu6XzvbXffyiaWvoNwHeGY1tzUxs/e6DcEfAEhHh2Ua7gV35x0hNiA10S6ulVvV1PaD+Dhz1deCorwPH331dlXsFZEp3QkICNpuNnBz3BNacnBxatGgRiCaEvg6XQVxLx7o1P3zgKm6b4L7hJWgnbxERCU0BCWoiIiLo3r07ixYtcpXZ7XYWLVpEenp6IJoQ+mxh0PNmx+vl0+FEqlRSfDRTRpzrFtj8rmeqdvIWEZGQ47eg5vDhw2RlZblmMGVnZ5OVlcWOHY4VbTMyMnjppZeYOXMmGzdu5Pbbb6ewsNA1G0r8oNsYCIuCPWthxYuQvwuAkT1T+WbCxVzTvSUAX2zKobD4eDBbKiIi4nd+C2pWrlxJ165d6dq1K+AIYrp27eqacj1y5EieeuopJk2aRJcuXcjKyuLTTz/1SB6W09CgKSR3cbyefy9M7QyrXwccIzZ/H96Z1CYx5BQU8+8vtwavnSIiIjXAb4nC/fr141Szw8eOHcvYsWP99ZZSUf4u2FlulWZjh3njod0AiE8hKtzGpN924o+vr+SlzG2c2awBvzkzQY+iREQkJNSpvZ/kFPK2OQKZ8kwp5P3kOhzQsTkdEhty3A5/efd7bXopIiIhQ0FNKGnSDizevqVlI2h7C46yZd9h17E2vRQRkVChoCaUxKfAsGfBYnMvf/cG+HEBZGey6+et2Cs8JdSmlyIiEgrq5OJ7chLdRjtyaPJ+gujG8OFY2L0G3rwGgO4WK9fabubt0v6uSyxo3RoREan7NFITiuJToG0faNEZhr/gdspi7DwW8QopljxXWUSYFVvFFfpERETqGAU1oa4wx6PIaux8eH0Sb/6xNx1bxFJ83M5Tn20OQuNERET8R0FNqPOWPGyx0rRVR35zZgKPXHkuAO+u+oX1u/KD0EARERH/UFAT6rwlD8clQ6xjz63urRtzRZdkjIEHZq9j6dZczYQSEZE6SUFNfdBtNIxfB797AyJjIf8XWDnDdXrC0LMJt1lY+0s+o15errVrRESkTlJQU1/Ep0CnYTBgsuP484dhw4eu/aGOl5bN89baNSIiUhcpqKlvetwE8a3g2CF45w8wtTOFy16l4gYXWrtGRETqGgU19c2hvVCwq+zY2Gm3/EGSLQc8qibFRwWwYSIiIqdHQU1942V/KIsp5ZGLGmCzuK9V84/PNvHLr0Us3abkYRERqf20onB945ziXT6wsVi5OP18lqQ3YXtuEbmHj/KXd77nk3V7mb9uLwawWmDKiHMZ2TM1aE0XERE5GY3U1Dfepni36QPxKSTFR5PerinD0lL427COQNlWmEoeFhGR2k5BTX3knOI96O+O412r4Kj7wnvtmjX0uEzJwyIiUpspqKmv4lPgN3dBs7Ph2GFY84bb6bYJDai4HZTNYtHGlyIiUmspqKnPLBbofZvj9fLpYC91nUqKj2bKiHPdApv7hp5NUnx0gBspIiLiGwU19d15IyG6MRzcAZvnu50a2TOVJff1p0Oi41FUdu7hYLRQRETEJwpq6ruIGOh+g+P18ukep5MbxfDYCMeml7O+28nWfYcC2DgRERHfKagR6PlHx2yo7Yth5WuurROcurduwuBOidgN/N+8DVq3RkREaiUFNQLxLSEpzfH6o3EwtTOsft2tyr2XdMACZG7JZdRL2vRSRERqHwU14hiZ2ZNVdmzsMG8cHNzpOJedSeyxfW77Q2ndGhERqW20orB43ToBY4fpfeDoQcDQHCu/s93MO6X9XVWc69ZoRpSIiNQGGqmRsq0TKjr6K841hS3YeSzsFVpQtvGl1YLWrRERkVpDQY14bp1gsUGvP3lUC7PYOcO6z3VstVo4cPhYoFopIiJyUnr8JA7dRkO7AZD3EzQ5w1H23UsVNr608c87rmTLkTj+/cVWvs3O448zV/LS6O4cKj5O24QGehQlIiJBo6BGysSnOL6chj0LH96Na1vL3/6TxJbtSATOa9WIEf9ZytZ9hxn2728A7eQtIiLBpcdPUrluo+H2b8Aa7jhu3sl1Ki4qnCkjOrtV14woEREJJgU1cnKJ58B5v3O8XvGi26mSUuNRXTt5i4hIsCiokVPrdYvjzx9mw+GyRGFvO3lrRpSIiASLgho5teSukNID7CWweqar2NtO3oM6JipZWEREgkJBjfim162OP7+bAaXHXcUje6byzYSLGdu/HQBf/rif7bmFwWihiIjUcwpqxDfnDIeYBDi0GxY/6bbpZVJ8NH8Z3IE+ZyVw7Lide95by9Kt2vRSREQCS0GN+CYsElK6OV5/9bjHppcWi4VHhncmzGrhu+2/MuplbXopIiKBpaBGfJO/C7Z+XnZs7DBvvNuITUSYlVJ72YwoTfEWEZFA0uJ74huvm16WQs4PrvO7DjWm4iRvbXopIiKBoqBGfOPc9LJiYPPhXVC4D4yd7hYr19pu5u1yO3lb0BRvEREJDD1+Et94bHpphfAYOLzXFehYjJ3HIl4hxZLnuswAK7LzvNxQRETEvzRSI76ruOnljmXw/s1uVazGzofXJ/FjdFfmr9vD69/+zH3vf0/jmAjCbBZteikiIjVGQY1UTflNL1PTPR9JWWw0bdWR9Pim9GrbhOwDhSzeksvoGSsAbXopIiI1R4+fpPqcj6Qot6TwpU+5gh6b1cIDl3Z0u0QzokREpKYoqJHT0200jF0JUY0dx/bjbqfzio55XKJNL0VEpCYoqJHTl3AmDHjQ8TrzSThWtk2CNr0UEZFAUVAj/tF1NDRu45je/e3zrmJvm16e1zJeycIiIuJ3dSao2bx5M126dHF9RUdHM2fOnGA3S5zCIqD/A47XS6bCxo9dqw07N718ZHhnLEDWznwWbcwJWlNFRCQ01ZmgpkOHDmRlZZGVlcWSJUto0KABgwYNCnazpLzOV0NsMhw7BLNGue0PlRQfze/Pb80tfc8AYML761i0MUcJwyIi4jd1Jqgp78MPP2TAgAE0aNAg2E2R8g7tcXw5edkf6s8D29OkQQT7Dxdz88yV2vRSRET8xm9BTWZmJsOGDSM5ORmLxeL10dC0adNo06YNUVFR9O7dmxUrVlTrvd555x1Gjhx5mi0Wv8vbBhV3fzKljsX6Tjh45Bi/lpsRpSneIiLiL34LagoLC0lLS2PatGlez8+aNYuMjAwmT57M6tWrSUtLY8iQIezbt89Vp0uXLnTu3Nnja/fu3a46BQUFLF26lEsvvdRfTRd/ce4PVZGlLEs4O7cQUyHu0RRvERHxB7+tKDx06FCGDh1a6flnnnmGW265hRtvvBGA6dOn8/HHHzNjxgwmTJgAQFZW1infZ+7cuQwePJioqKiT1isuLqa4uNh1XFBQAEBJSQklJSWnfJ/KOK89nXuErJjmWC59Btsnf8FiSjE4luUz793E8StfwmIvpXV4ClaLY4SmvBYNwzz6VH0dWOrvwFFfB476OnBqqq+rcj+LMRX/3Xz6LBYLs2fPZvjw4QAcO3aMmJgY3nvvPVcZwJgxYzh48CBz5871+d7Dhg3j1ltvZdiwYSet99BDD/Hwww97lL/55pvExGiNlJoUdSyPBsU5lNhi6P7zdOKO7ioLcLDwfvxN3JNzMeZECVgYkGzn8tb2k99YRETqnaKiIkaNGkV+fj5xcXEnrRuQvZ9yc3MpLS0lMTHRrTwxMZFNmzb5fJ/8/HxWrFjB+++/f8q6EydOJCMjw3VcUFBAq1atGDx48Ck75WRKSkpYuHAhgwYNIjw8vNr3qTf2XICZcbFrIwULhqsKXiP9tj+RfawR2/YfZvK8TSzabWVQ73NJaRRN66YxJMVHqa8DTP0dOOrrwFFfB05N9bXzSYsv6tSGlvHx8eTk+La+SWRkJJGRkR7l4eHhfulsf90n5JUWehRZTCkpZh8p7TtwYftEsg8c5bWl25kw+wegbNPLEV2SAPV1oKm/A0d9HTjq68Dxd19X5V4BmdKdkJCAzWbzCEhycnJo0aJFIJogweItedhigyZnuA5vuqCN2+myGVFHA9BAEREJFQEJaiIiIujevTuLFi1yldntdhYtWkR6enogmiDB4tzJ22IrK2vTx7WTN8AvBz2nc5caw448zYgSERHf+e3x0+HDh9m6davrODs7m6ysLJo0aUJqaioZGRmMGTOGHj160KtXL6ZOnUphYaFrNpSEsG6jod0AWP8+LPwb/LwE9v8IzdoDZZtelp8RZbVAapMYDgSpySIiUvf4baRm5cqVdO3ala5duwKQkZFB165dmTRpEgAjR47kqaeeYtKkSXTp0oWsrCw+/fRTj+RhCVHxKXDB3dB+KNiPw2f3u0552/TynOQ4kuJPPm1fRESkPL+N1PTr149TzQ4fO3YsY8eO9ddbSl005FHY+jlsXQiLn4HzRkJ8CiN7ptK3fTO+2ryPB2avZ92uAr7cvD/YrRURkTqkTu79JHVY03bQto/j9aKHPTa9vK5Xa/7Yx5FEPOnDDfzwq0UJwyIi4hMFNRJY+bvgp6/Kjr1sejl+4Fk0ig5nb0ExL26y0e/pTG16KSIip6SgRgIrb5sjkCnPlJ7YDNMh/0gJ+UfLlsXWppciIuILBTUSWJVterm1bLq/Nr0UEZHqUFAjgeWxbs2JKU/fTIXMpyA7k3aR+W4zoZy12iRozy4REalcndomQUKEc92avJ8cKwuvehUyn4Qv/g5AosXK2z0mc+3Ks1xr1xhgRXYeV3RJqfy+IiJSr2mkRoIjPsUxCyo+BbrfgGvEBsDY6bX+/1j8pzMZ26mUG85PBeCB2etZkX2ApdtylV8jIiIeNFIjwZf3E46xmHJMKYnHd3NWvGHwkPZs2HuYFdvz+N0L3wJlm16O7Jka+PaKiEitpJEaCT6vm15aMY0d69WE2azcf+nZbqc1I0pERCpSUCPB523Ty2ZnQ1yy67CopNTjMs2IEhGR8hTUSO3QbTSMXwdXvugIbvZtwJL9teu0c9PL8qwWzYgSEZEyCmqk9ohPgbSR0OtWAGyfT3Yt1Odt08vfnpdEUnx0MFoqIiK1kIIaqX0uuhci47HsW0/H3e9CwW4ARvZM5ZsJF3PTBW0A+HLTfvYd0r5QIiLioKBGap+YJtCuPwDt931M2L+7uG16+cBlnTivZTyHio/z2Mcbg9hQERGpTRTUSO2Tvws2fug6tFTY9NJmtfDI8M5YLDAnazcfrd2ttWtERETr1EgtVOmmlz858m6A81o24vreqbzx7Q7GvrUG0No1IiL1nUZqpPapbNPL3avdDkef38btWGvXiIjUbwpqpPY5sW6NObFujXFuofD5w7D2bcjOhPxd5BYWe1yqtWtEROovPX6S2qnbaI63vojl89+i9yXXEr74cVj7Fsz+k+O8xUqngU9htbRwbXoJWrtGRKQ+00iN1F5xyRyI7egYublogvs5Y6fR5/cwdWgzt7Vr2iY0oHlsVGDbKSIitYKCGqkb8nd4lplSLm9VzDcTLuapq88jKszKtv2FPPrxBs2GEhGph/T4SeoGZ/Jw+VlRFhs0OYOk+Giu7tEKq9VCxjtrmfHNdmZ8s12zoURE6hmN1Ejd4G3Ty3YXu6Z4A6S3a+p2iWZDiYjULwpqpO5wbnrZ/2+O45+/gUM5rtPZuYUel2g2lIhI/aGgRuqW+BTo+xdI6QElRbD4adcp7eQtIlK/KaiRusdigQGTHK9XzoCDjiRi507eNktZZBMbFUbDSKWOiYjUBwpqpG464yI4ox/YS2DBJNeCfCN7prJkQn9m3tiT5EZR5B85zhOfbgp2a0VEJAAU1EjddfGJ0ZoNs2HmMJjaGVa/TlJ8NBd1aM5TV6cB8Ma3O5i/bo+meYuIhDgFNVJ3xbZwP66wm/dvzkxgZI9WANz+v9WMemk5Fzz+BbO+87LmjYiI1HkKaqTuytvmWebczfuEm/u0dTutad4iIqFLQY3UXV5387ZAk7JAJvewNr0UEakvFNRI3eVtQT4MLPuPK3HY2zRvi6Z5i4iEJAU1Urc5F+Qb8xEMmOwo+3aaK3E4adu7HtO8MfDVpn1KHBYRCTFawEPqvvgUx1eTM2DR/wHGUX4icXjk+HX0ndCf7bmFvLViBx+u3cPE2esBtD+UiEgI0UiNhI68bbgCGqcTicNJ8dGkt0vgniEd3E4rcVhEJHQoqJHQ4S1x2GJ1jOCcsPNXz+BFicMiIqFBQY2EDm+Jwyk93Hby9pY4DFBqN56FIiJSpyiokdDiTBy+7BnH8a6VcKBsPRtv+0MBjJ+VxfKfDih5WESkDlOisISe+BToeTP8+Bls+Qwyn4Qrp7tOj+yZSt/2zdieW0STBuGMn7WWjXsKGPnit4CSh0VE6iqN1Ejo6jfB8ef3s9xGa4ATicNN6dAijqevOc/tnJKHRUTqJgU1ErpSukH7SxxTuz9/2LUgX0UHj5R4lCl5WESk7lFQI6Htovscf26c67aTd3mVJQ+nNokOQANFRMRfFNRIaGuY6H5cYSdvqDx5+N9fblXisIhIHaJEYQltJ9vJu9xU7/LJw5v3FvDQvA28tWInb63YqcRhEZE6olaO1Fx55ZU0btyYq6++2uPcRx99RIcOHTjrrLN4+eWXg9A6qVMq3cn7DI+qzuThIZ1bUH7MRonDIiJ1Q60MasaNG8frr7/uUX78+HEyMjL44osvWLNmDU8++SQHDhwIQgulzqhsJ++tCytNHM7OLay42YISh0VE6oBaGdT069eP2NhYj/IVK1ZwzjnnkJKSQsOGDRk6dCgLFiwIQgulTnHt5D0P0q5zlM0bV+XE4dzDRwPQWBERqa4qBzWZmZkMGzaM5ORkLBYLc+bM8agzbdo02rRpQ1RUFL1792bFihX+aCu7d+8mJaUsDyIlJYVduzz/pS3iIT4F2vaFfhPdy6uQOHzf++v4bP0eJQ+LiNRSVU4ULiwsJC0tjZtuuokRI0Z4nJ81axYZGRlMnz6d3r17M3XqVIYMGcLmzZtp3rw5AF26dOH48eMe1y5YsIDk5ORqfAwRHx382bPsFInDyY2ieHDOehZvyeVPb6wGtOqwiEhtVOWgZujQoQwdOrTS88888wy33HILN954IwDTp0/n448/ZsaMGUyY4FjhNSsrq1qNTU5OdhuZ2bVrF7169fJat7i4mOLiYtdxQUEBACUlJZSUeC625ivntadzD/FNjfR1XGvCLFYsxu4qMkDp3h8wcalY8rZhmrSDuGQSYsJISI0D4G+XdmDws7mua+wGJn6wjvS2jUmKj/Jf+4JIP9uBo74OHPV14NRUX1flfn6d0n3s2DFWrVrFxIllQ/xWq5WBAweybNmy075/r169WL9+Pbt27SI+Pp758+fzt7/9zWvdKVOm8PDDD3uUL1iwgJiYmNNuy8KFC0/7HuIbf/d1aqsbSdvxKlbsGMAChH12H+az+7AABgtZqTexo+lFrmu25FsAm9t97Abe+eRLzooPrR2+9bMdOOrrwFFfB46/+7qoyPdJGn4NanJzcyktLSUx0X3Bs8TERDZt2uTzfQYOHMjatWspLCykZcuWvPvuu6SnpxMWFsbTTz9N//79sdvt3HvvvTRt2tTrPSZOnEhGRobruKCggFatWjF48GDi4uKq9wFxRIwLFy5k0KBBhIeHV/s+cmo119eXUlowDvuvP2EatcG6+Elsa//nmsZtwdBl52t0vmIcxDkeh+7JP8p/NmZirxC/pJ59Hk3io2ndNKbOj9joZztw1NeBo74OnJrqa+eTFl/UysX3Pv/880rPXX755Vx++eWnvEdkZCSRkZEe5eHh4X7pbH/dR06tRvq6aWvHF0DaSFj7P7fTFlNKeMEOV53UhHCmjDiX+z9YT6kpi2zu/eAHILRybPSzHTjq68BRXweOv/u6Kvfya1CTkJCAzWYjJyfHrTwnJ4cWLVr4861E/KfpmY4F+srl2WCxeizQVz552G4M17+83HXOuUBf3/bNSIrXnlEiIsHg13VqIiIi6N69O4sWLXKV2e12Fi1aRHp6uj/fSsR/vC3Q16AZRMV7VHWuOmzxso6NFugTEQmuKo/UHD58mK1bt7qOs7OzycrKokmTJqSmppKRkcGYMWPo0aMHvXr1YurUqRQWFrpmQ4nUSt1GQ7sBsGs1fJwBh3Pg/Zvh/DscIznlpntD2QJ95XNsLECbhNNPQhcRkeqpclCzcuVK+vfv7zp2JuOOGTOG1157jZEjR7J//34mTZrE3r176dKlC59++qlH8rBIrROf4vhq2BxevQR+/NTxZbE6RnK6jXZVdS7Q55ZjY4H9h4r1+ElEJEiqHNT069cPY04+hXXs2LGMHTu22o0SCar4llD+Z9y56nC7AZUu0Pfy4p9YtGkfGe+s5aO7LiQq3OZ5XxERqVG1cu8nkaDK2wYVt7R0rjpcgTPH5qlr0khoGMnWfYf5v482aCsFEZEgUFAjUlGTdo5HThVZKx99adwggsdHnAvAm8t3MOql5Vzw+BfM+m5HTbVSREQqUFAjUpG32VAAs/8Eu9ZAdqbbBphO56S4L+ronOatERsRkcColYvviQSdczZU3k+Oqd3vjnG8fqmf47yX5OHs3EKP2zineSt5WESk5imoEamMczYUwPDpMGNw2Tln8nDzc6CkEJq0o21CE49p3icqsyf/CNm5hbRNaKAAR0SkhiioEfFFabFnmSmFlwcABixWkoY9y5QR/Ty2UvjjzJUUlZRiTGhtpyAiUtsop0bEF5UlDztnSZ0YuRnZ3saSCf1565bzmT+uDx1aNKTwWKlrhrjybEREao6CGhFfeCQPe/nVOTHt2znNu2NSHH8dfLZHNW2nICJSM/T4ScRX5ZOHw2PglYGn3ASzc0qcR56N1aLtFEREaoJGakSqIj4F2vaBlt09p30ndfHYI8q5nYK13AaY4TYrG/cUaIE+ERE/00iNSHU5R262LoJ5d8HuNbB/MzTr4FbNuZ3Cxj2HePbzH1n7Sz43vbYSUOKwiIg/aaRG5HTEp0D30XD2bwEDmU95rZYUH83FZzfn6d91cStX4rCIiP8oqBHxh4vudfy5/j3I3VpptX2HjnqUKXFYRMQ/FNSI+ENSGrQf6kgcXvx0pdXaJjRwy68BsChxWETELxTUiPjLRfc4/lz7Nqx9x+v+UM7EYZulLLKxWiwcOno8UK0UEQlZCmpE/CWlOzTvBNhh9i0wtTOsft2j2sieqScW6OvNb9o1pdRuGP92FjsOFGpGlIjIadDsJxF/yd8F+zeVHTv3h2o3wOtU76T4aNo1b8iQf2ayYU8BFz35FQbNiBIRqS6N1Ij4S94298X4wLHK8IFtlV7SPDaKe4c4poA71+fTjCgRkepRUCPiL5XtD7XiRfj1Z8jO9Jpn0zqhgUeZZkSJiFSdghoRf6m4P5TFClhg0zx49jyYOcxrno23GVHaSkFEpOoU1Ij4U7fRMH4djPkIxq+H4c+7n3fm2fyyyjVy420rhYaRYfzya5ESh0VEqkCJwiL+Fp9SlhhcIUEYcOTZvDwAMI7RnGHPMrLnaPq2b8b3Ow8yZf4mth8o4prp3wJKHBYR8ZVGakRqUmV5Ns60YOfIzYkRmyGdk3huVFe3mkocFhHxjYIakZpUMc/G26+cKYW8n1yH3hbiU+KwiMip6fGTSE1z7uad9xOEx8ArA92nflus0OQM16Ezcdhu3G8TGVYhm1hERNxopEYkEOJToG0faNm9wsgN0KaPW+6Nt60UAO5+O4tVP+cpeVhEpBIaqREJNOfIzQ+zYcED8PNS+HU7NG7jqjKyZyp92zdje24RMRFWxs9aS3ZuIVc9vwxQ8rCIiDcaqREJhvgU+M1YOKM/2EvgyykeVZLio0lv15S0Vo159toubueUPCwi4klBjUgwDZjk+PP7WZDzQ6XVDhcreVhE5FQU1IgEU0o36HQFYODT+yvdSkGrDouInJqCGpFgu/hvgAWyv6p0KwVvycNR4TasFs2IEhFxUlAjEmzhFUZbyi3IV97InqksmdCf12/qyVnNG1J0rJSxb67mmy2aDSUiAgpqRIIvbxuuFYadKizI55QUH03f9s15/vfdCbNZ+G77r1z/ynIuePwLZn23IzDtFRGppRTUiARbZVspxHnZN+qEBpE2SkvLAiHNhhIRUVAjEnweWymcMP9e2PaV18Th7NzCimM7mg0lIvWeFt8TqQ3Kb6VweB98cAtsXej4OrGTN91Gu6pXtpXCoeKSADdcRKT20EiNSG3h3Eoh9Xz3vaGMHeaNg4M7HKM22Zkkked1K4W/zFrL5xtztJWCiNRLGqkRqW28Jg7b4YW+cOSg45zFyshhz9J3wjVszy0iMS6SCR+sY0V2Hn+cuRLQVgoiUv9opEaktqkscfjIr7iCnRPTvpPII71dU85o1pApV57rVl3JwyJS3yioEaltKiYOW2zQ81bPehWmfeccOupRRcnDIlKf6PGTSG1UPnG4yRmOspUvu+faWGxl56g8ebhhVIVZVSIiIUojNSK1lTNxOD6l3OhNuV/Znn90lJ/gbSsFgPFvZ7FwQ44eQ4lIyNNIjUhd4Ry9Wfg3WP8+ZH8NpcfBVvZrPLJnKn3bN2N7bhFhNrjx1ZVs21/ILa+vVOKwiIQ8jdSI1CXxKXDZMxDdGPZvgrVvelRJio8mvV1TWjaOofDYcVe53cDED9ZpxEZEQpaCGpG6JroR9L3X8XrR3+HHBZWvOlwhv8ZuYGvO4Zpvo4hIENTKoObKK6+kcePGXH311W7lBw8epEePHnTp0oXOnTvz0ksvBamFIkHW82aIbgKF++DNa2BqZ1j9ulsVZ+JwRTOWZrMzr1AL9IlIyKmVQc24ceN4/fXXPcpjY2PJzMwkKyuL5cuX89hjj3HgwIEgtFAkyApzT6xbc8KJdWvKj9hUTBy2WsBmsfDlpv30+cdXjHpJu3uLSGiplYnC/fr146uvvvIot9lsxMTEAFBcXIwxBlNxfF2kPvC66vCJdWvKzYgqnzjcJiGGzM37ue+Dda7zzgX6+rZvRkJMrfzrQETEZ1UeqcnMzGTYsGEkJydjsViYM2eOR51p06bRpk0boqKi6N27NytWrPBHWwHHI6i0tDRatmzJPffcQ0JCgt/uLVJnVLbq8PFijyJn4nBSfDStmsZ4nNcCfSISKqoc1BQWFpKWlsa0adO8np81axYZGRlMnjyZ1atXk5aWxpAhQ9i3b5+rjjMnpuLX7t27T/n+jRo1Yu3atWRnZ/Pmm2+Sk5NT1Y8gUvdVXHXY6b2bYMNcyM70mjxcWZ5Nwygbe/KPsiXfwp58z5WJRUTqgiqPNw8dOpShQ4dWev6ZZ57hlltu4cYbbwRg+vTpfPzxx8yYMYMJEyYAkJWVVb3WlpOYmEhaWhqLFy/2SCgGx+Op4uKyf7UWFBQAUFJSQklJSbXf13nt6dxDfKO+PoVzr4PWF2H59SdMTDNs8/+Cdee3mHdGYwGMxUrppc9guvzedUlCTBiPXNGJB+ducFt5+A8vLyf/6HGMsfGfjZk8ckUnruneMvCfqZ7Qz3bgqK8Dp6b6uir38+tD9GPHjrFq1SomTpzoKrNarQwcOJBly5ad9v1zcnKIiYkhNjaW/Px8MjMzuf32273WnTJlCg8//LBH+YIFC1x5Oadj4cKFp30P8Y362hcFNGh4JQP4FudAjMXYsX6cwcLtcDSiiatmA2ByV9h/1IIVw3+32fj1iPt6Ng/M+YGSHd/TKDKgH6Le0c924KivA8fffV1U5Pvjcb8GNbm5uZSWlpKYmOhWnpiYyKZNm3y+z8CBA1m7di2FhYW0bNmSd999l/T0dH7++WduvfVWV4LwXXfdxbnnnuv1HhMnTiQjI8N1XFBQQKtWrRg8eDBxcXHV+4A4IsaFCxcyaNAgwsPDq30fOTX1ddVYti/GstG9zIqdAV3bYFpfWOl1HTbkcOdba93KDBbadTmf3m2bVHKVnA79bAeO+jpwaqqvnU9afFErpzt8/vnnXst79erl86OryMhIIiM9/5kZHh7ul872133k1NTXPmrewZE8XH7TSyAspjGcpP+6tWnqsRGm1QLtEuPU7zVMP9uBo74OHH/3dVXu5dd1ahISErDZbB7Juzk5ObRo0cKfbyUiFVWWPDz7T7D5U6+Jw1C2nk35BOKmDSI4WFSiBfpEpE7xa1ATERFB9+7dWbRokavMbrezaNEi0tPT/flWIuJNt9Ewfh2M+Qhu/AwiGjr2iHprpNdVh51G9kzlq7/05YazSmkeG8n+w8cY+uxiLdAnInVKlYOaw4cPk5WV5XoMlJ2dTVZWFjt2OP7Sy8jI4KWXXmLmzJls3LiR22+/ncLCQtdsKBGpYfEp0LYPNGoFJeUS7LysOlxeUnwUXRMMT13d2a3cuUCfRmxEpLarck7NypUr6d+/v+vYmYw7ZswYXnvtNUaOHMn+/fuZNGkSe/fupUuXLnz66aceycMiUsPytnnk13hbdbgiC54L2TgX6EuKj/Z3K0VE/KbKQU2/fv1OuTXB2LFjGTt2bLUbJSJ+4Fx1uGJgYy896WWtm8Z4JA6Dc4G+I2TnFtI2oYECHBGpdWrlhpYi4geVJQ5/nAFH8yu9LCk+ym0jTKcxM77jgse/UJ6NiNRatXJKt4j4SbfR0G6A45FTdGN4c6TjsdS7N8IF46DpmV4fRZXfCDPMBuPezmL3wbLtE8pvhKkRGxGpLTRSIxLqnInDLTrD7153jNxsWwSvX37SGVHOjTB7tmnKg5d29DivjTBFpLZRUCNSn8S2cM+xMXaYN84xI6pgNwmHNkCB58ayXVs39tgI02qBNgmnv+WIiIi/KKgRqU/ytgEVMoCNHWZcQti/u3DB1scJ+3cXj9Ebbwv0NY6JIPdwsRboE5FaQzk1IvVJZTOi8ne4bYTJvPGOXJxy+TbOPJvVPx/kkU82sOfgUYY99w3gGLWZMuJcRvZMDcznEBHxQiM1IvVJxRlRFht0/YNnPed6NhUkxUdz2XlJPHdtV7dyLdAnIrWBRmpE6pvyM6KanOEoy/qf++iNxVZ2zotjpXaPMi3QJyLBppEakfrIOSMqPsU1emMs5f46SOlx0lWH2yY08EgcBsjcsp9dvxYpz0ZEgkJBjYhAt9EcH5vFupTrMVjgl+Xw7XTIzvS6V5Qzcdi5QJ8zvnn+q21c8MSXWqBPRIJCj59ExCEumZ+aD6FTu5bYMp+AT+9zlFusjjycbqPdqpdfoK9102jmZe1hyqebXOe1QJ+IBJpGakTEjf3ca90LTrK7t3OBvuRGMZzbKt7jvBboE5FA0kiNiLixHNzuWVh+NlTeNsfU8Ao5N848m4obYaY0iqqZhoqIVKCRGhFxY5xr2VS04EHHtgozh3ndXqFino3Tw/M2sGSLEodFpOZppEZE3MUlO3Jo5o13jNBgAQzsySqrc4oF+rbnFrG34Ch/fSeLRZv2sWjTPi3QJyI1TkGNiHiquJbNpnkw/z73Os5HUhUeQyXFR5MUH82e/CNuj6LsBiZ+sE6JwyJSY/T4SUS8K7+WzdnDPB9JnWKBvuzcwoq7TGE3MO2LrfyitWxEpAZopEZETs25vcK8cWUrD1/4Z58W6KuYOPzG8h28sdyxfo0eSYmIP2mkRkR80200jF8PbS9yHG+eD8ePVVq9YuKwzQJDO7dwq6M9o0TEnzRSIyK+i0+Bq2fAtF6w7wdY9HdoP8jrFG9wTxxukxBDdm4h89fvdatTagyrtufRpGEkbRMaKN9GRKpNQY2IVE2DBLjkCfjgj7DsX46vSlYdhrLEYSdvj6TGvpXlOqfHUSJSXXr8JCJV1zrd/bj8qsP5u3zeM6oiPY4SkdOhkRoRqTrn6sLlmVJ4qT8c3gcYn/aMOlBYzNg317idLzWGeWv38NvzWrD9QJEeSYmIzxTUiEjVOVcdds6EcjqcU/a6kgX6wH0tG2+Pox77ZCOPfbIRcH8ktSf/CNm5hQp0RMQrPX4SkapzTvG22BzHFht0u8GzXvk9o7yo+DjKaoHurRu51bEbmPD+Ou59by0XPP4Fo15azgWPf8Gs73awJ/+I1rsREReN1IhI9VRcdRhgzevuozenWKAPvM+QGvXScrc6Bnhn5S+uY2egYzkxynOy0RyN7ojUHwpqRKT64lPcHy257RkFtB9y0gX6nHyZIVWRAcyJOs4tGH7aX8hLi39yBTpXdk1h9ppdCnxE6gkFNSLiP87Rm1WvQeY/HLOgDu+Hhs18voXzkdT9H6yn1BhsFgv3XtKBJz7ddNJAx27ghcyf3I7fX73L7XjCB+tYs+Mgs1buxPgh8FEwJFK7KKgREf+KT4F+E2HrQti9Br5+Ai57qkq3qPhIKik+mkYx4a5Ax8qJkZoqNs0YePu7na5jr4HP++uYt3Y332w9gAEsFhjUMZHPN+a4BT7gGB0qX9a3fTMFPiJBpKBGRPzPaoVB/wczh8HKGdCyB7Tp49OjKKeKj6QqBjqZP+6v8miOLwywZOuBsmMDCzaUzeqyG7jv/XVu1zjLLCeut1pg8rBORIbZuH/2Oi+jQEfZkm9hT/5RUhPCNQok4icKakSkZrTtC807wb4NMPtP7uvW5O+CvG2Vbq9QmfKBzqlGc2wWC8O7JjNnzW6/Bz6Vcd7WbmDyhxvczjlHgT5YvYsV2XkYbEzbmMnFHZrz5eZ9GgUS8QMFNSJSM/J3wf5NZcfGDh/eDXvXw3cvOY5Psr2CL041mpMUH81fh3Twe+DjXA+5yo+/gOXZeWXHBhZt2uc69nUU6JHhnbFZLQp8RCpQUCMiNSNvm+fifBhY8UK5w8oX6KuuioFOTQQ+j43oDHDSHB/Lif8YP40KlR8Fun/2erdzFQMfiwUyBrUnLiqMh+dtUOAj9YaCGhGpGZWtOlyRc4E+PwU1vvBH4AOcNMenYuBT06NA5a8xBp5e8KPbuYqjQBbg1r5nEBcdztMLNmvau4QEBTUiUjOcqw47162x2GDgZPj8oSov0BcMpwp8KpZ5C4QAr3k/5R8bXdk1JSijQAb3KfBQFvi88e3PrN9V4Br1ufjs5ny5aZ8CH6n1FNSISM2puOpwfApEN4Z548oCm7RRAR2lqUmnCnzAEfykt23MO598ye8u7U9qQuxpjwJ5C3ysAD4sYujNul0FrtfGwKKNnnk//132Mz/sVuAjtYuCGhGpWRVXHXYGOl8/AatnwtYFcLQAouKC18YAS4qP4qx4Q1J81Inj0x8FCnTgs373qQOft1bsYO3OfFfgM7RzCz5dv1eBj9QYBTUiEnjxKXDpk7B9iSOhOPMfMPiRYLeqVgtE4OPvae9ZO/Ndr42BT9btdR07p7h//P0eFm/Jdc3sGt41hTk+rPAs4o2CGhEJjrBIuORxePMaWPYfaNYJzrgoZB5FBYM/834Csd6PATK35LqO7QY+8LLC8/KfDjA7a7drawuN8EhlFNSISPC0HwzNz4F9P8Dc20973Ro5NV/zfgKx3o8vDPDBmt2u48pyen57XhIff7/nlKs3S2hTUCMiwZO/C/ZvLDuugXVrpHoCsd7P6QQ+FXN65q3d4zp2jvB8s+0A89buxhgb/9mYqXV66gEFNSISPN4W6AvCujVSPcEKfJyLDJ6MAT7M8hzhcd3DAvcM7kDjBhE8MPvUKzNL3aCgRkSCp7IF+n76yjEFvBr7Q0ntUhOBjz8ebRkD//hss1uZc4THuQaQEpXrHgU1IhI8FRfoc/4bfPFTsPhpx2vl2YS86gQ+NfVoy7j+UxbkfLJuD5lbct0CHY3m1E4KakQkuCou0Lf8BVj6LK7/syjPRqj+CI9z9WZv20/4sjKzAb7+0X2GVsXHWI8O78yo3q29juZohCewamVQc+WVV/LVV18xYMAA3nvvPbdz2dnZ3HTTTeTk5GCz2fj2229p0KBBkFoqIn5RfoG+swaeCGrKUZ6NeOHLCE/51ZuXZf9a5QUKT8Wc2GD0uUVb2FNQDDgCnUeu6EyYzbed1MV/amVQM27cOG666SZmzpzpce6GG27gkUceoU+fPuTl5REZGRmEFopIjaksz+ZYoWO2lPJspArKr95cnQUKfX2M5QxowBHoPDDHcyf1Ce+vw3JiBefy+TriP7UyqOnXrx9fffWVR/kPP/xAeHg4ffr0AaBJkyYBbpmI1DiPPJsT3h51ItBRno1UX3UWKCyfv1PZBqO+jO4Yyh512Q1M/GAdfds3A9DojZ9Yq3pBZmYmw4YNIzk5GYvFwpw5czzqTJs2jTZt2hAVFUXv3r1ZsWKFP9rKli1baNiwIcOGDaNbt2489thjfrmviNQy3UbD+HUw5iO4Y7kjn8aU4pFnk7/rZHcRqZak+GjS2zV1C3SWTOjPW7eczzcTL+bxq87FZnFk6dgsFiYMPRurxf0eFsryeCpjN3D5c0v4zZQvGPXSci54/AtmfbeDPflHWLotlz35R/z/4UJclUdqCgsLSUtL46abbmLEiBEe52fNmkVGRgbTp0+nd+/eTJ06lSFDhrB582aaN28OQJcuXTh+/LjHtQsWLCA5ObnS9z5+/DiLFy8mKyuL5s2bc8kll9CzZ08GDRrkUbe4uJji4rLhwIICx0JNJSUllJSUVPVjuzivPZ17iG/U14FV6/o7prnjC7D0HkvYtkXu500px/f/iDlRpy6pdX0dwvzV1wkxYSSkOjZdHdElifS2jdmRV0RqkxiS4qOIjbTy4NwNrkdLj1zRCcBV5i1RGWD/4WOu184kZOfIj/M+13RvyZ78o/x8oIjWTWNcG6HWNjX1c12V+1mMOVne9ykutliYPXs2w4cPd5X17t2bnj178u9//xsAu91Oq1atuOuuu5gwYYLP9/7qq6/497//7ZYovGzZMh566CE+++wzAJ588kkA7rnnHo/rH3roIR5++GGP8jfffJOYmBif2yEiwRd1LI/BP/wZS7n/JdixsvCcZzgaocfQUjscLIb9Ry00izI0ivQs23jQwqyfrBgsWDCc39zOsn22U9zV0KmR41rndSPPsNOxkfF4r1BVVFTEqFGjyM/PJy4u7qR1/ZpTc+zYMVatWsXEiRNdZVarlYEDB7Js2bLTvn/Pnj3Zt28fv/76K/Hx8WRmZvKnP/3Ja92JEyeSkZHhOi4oKKBVq1YMHjz4lJ1yMiUlJSxcuJBBgwYRHq59RGqS+jqwant/l7YB2ycZWJwJxG36cPHw3we1TdVV2/s6lNS2vr4j/6hrhAeg39OZp0hCtrDhYNmDLIOFWT/Z3BKOnaM5wVZTfe180uILvwY1ubm5lJaWkpiY6FaemJjIpk2bfL7PwIEDWbt2LYWFhbRs2ZJ3332X9PR0wsLCeOyxx+jbty/GGAYPHsxvf/tbr/eIjIz0OjMqPDzcL53tr/vIqamvA6vW9nfPGx0bYK57Bz5/COv2r7FumgsNm9fZ2VC1tq9DUG3p69SEcFITYl3HU0acW+Up5RUTjh+cu4H+HVsAtSPh2N99XZV71crZT59//nml54YOHcrQoUMD2BoRqTXiU+DCP8PBnbDyFXj/Zke5ZkNJHVVxtlV1ppTbDVz/0nKycwtduTj1dbq4X4OahIQEbDYbOTk5buU5OTm0aNHCn28lIvXZ+bc7ghonrTosddjpTikH+Cm30PXaOV387BaxFB4rDfrITSD5NaiJiIige/fuLFq0yJU8bLfbWbRoEWPHjvXnW4lIfXZoj2eZVh2WEHGqLSHcR3Pg8i7JzF6z2+0edgNXTFsK1K+RmyoHNYcPH2br1q2u4+zsbLKysmjSpAmpqalkZGQwZswYevToQa9evZg6dSqFhYXceOONfm24iNRjla06HKsRYQlNJxvNAZibtbvSR1R2AxM+WMf5ZzQlIsxaK/JuakqVg5qVK1fSv39/17FzhtGYMWN47bXXGDlyJPv372fSpEns3buXLl268Omnn3okD4uIVFtlqw5/cCtc/i848mudTR4W8UXF0ZyKCccVwn2MgUumLuZoSWlI591UOajp168fp1raZuzYsXrcJCI1q/zu3sWHYO6dsHs1TL/Qcd6ZPNxugOd+URX3kNKeUlLHlR+9iYmwcuV/lnqM3BwpKfsHQKhu01ArZz+JiPik/O7eUf+F1y4rO2fs8OFd5SpboPdtENkQFj/tOG+xwnnXwvdvlx07Z1Ep8JE6pvzoTfmRG5vFwg2/ac0r32x3q283cO973/PN1tyQ2WRTQY2IhIaK+TWeFWD5857XrH3T/XjeONj5HWS94Z/AR8GQBIG3vJtXl273GL1ZvCXX9dpu4P4P1tO3fbM6O2KjoEZEQkNlycNVZeyw5nX344qBz4d3w+b5ji/nruEdL4eNH7oHPuAIkioGQwW7STi0AQq6QNPWvgVDCo6kik6ad2OBXm2b8O1PeW7XlBrDqu2/0qRh3XwcpaBGREKDR/KwtxU9rI6dBU838MHA5k/KHdphwxz3Y7dHX5QFQ1lvEbZjGRdgMM89Aannw45vcQVHAyZDRAzMv69mRooUHNVb3kZvLnj8C4/Rm7veWlNnk4kV1IhI6CifPNzkDNi2qCzIsdhg2FRHvfJl542E72eVHQ+cDJ8/5IfAxxsDO5a6dmy2YGBHuX3xjB0+n1zhkkpGita+DT8vddwTC7TsCb98V3Z84XiwRULmP6oeHIEerYWok43eODlf1cXHUQpqRCS0lE8erhjkOMsrll38oPtxdGM/BD7O0OVUO/lUh4Gfv3E//mWF+/GSf1a4pJLg6LtXYM9aXMFQ1z9ARANY8UJZ8NP5alj/3qkfrWmmWZ1TfvQmp+AI42etdTtfagzbc4sU1IiI1Arlg5zKyioeewuGqhr4eBsV8ikY8tcjMl8Y2JPlflw+n4gT7Vj3jvux10drd3Gi4Y4/u/0BwisGR9fA+neVcF3LOEdv9uQfwXpi9+/y3l25k6T4KHbnH6n1eTYKakREvPFH4AOedaIbY+aNx2JKMRYbFl+CoWqNFAUyOHIyZX+u9hYczXI//vAuWDUTdq3CFQy17QPbFztWi7NY4ZLHISwKPhpfvWCoYlK2VCopPtrtcZQzRP1gzS4+WLMLqP15NgpqRESq61SBj7eybqM53voils9/i95DryO8aWvfgiF/jBT5FBz5Egz58dHarpXlDgxkZ5Y7tMP8e93rOx+bVQyGOgyFHz/1eEQWNm8cFxg75t//0CMyH1RMJl7+Ux7jZ2W5ztf2PBsFNSIigRaXzIHYjhCX7DiuqUdkUPXgyJdgqGKdGp1p5o3xDIYqzkY78YjMlZTtDIac9Z0zzWzhsOBBLcZYTvlk4uZxkR7na3OejYIaEZG6qjojRb4ER1D1gKnGZpr5MzgqF3RVZabZhrmwdZHjeosFzv4tbPrYf7PIarG2CQ285tnsP3yUpdtya12OjYIaEZH6rjrBUMWympppVu2Ea389IjOw9fNyhwY2zit3fCLwWT8bfvoS1yjQxQ86coGqMwpUi1TMs3G6+60soPbl2CioERER/wjkYzQfgyFXUjZWx7pANbUY409flDu0w6L/q1DFx5WpTyfvp4aCo/J5NqV2O79/pWz5gPI5NgkxwQ8pgt8CERGp36qZcO1LMOSWlP3z17VvMUavuUDlpsb3+YtjxOerx04+4gPet+TwE2eezdJtuR7nnDk2Calxfnu/6lJQIyIidZMvwVD5pOyALsZ4OqNA5abGL36qwilvIz5e1g2aNx6anwMlhX4dufGWY2Ox4Np2IdgU1IiISP0RqMUYgz0KZErh5YtPHFhg6BPQ+0+n/YjKW45NhM2KxZXDFFwKakRERE6lpmaRlQ+GTmtqvPORlTfGsd5P5tNQuA9X/s5vp0L3MVUOdJw5Ntv2HebRjzeyce8hHpi9judHpZ3y2pqmoEZERMQf/DEKVJ2p8V7XDfISBBXmlL02dph3N3z3Euxdj1uisg+5OM4cm2evi+K3/1rCok37eH3ZDg7mW9iTf5TUhPBT3qMmKKgREREJJn9MjS9fJzwGXhlYYXSnkpGcvevKXhu7I9m4Crk47RNjuXvAmTy14Ecemb8ZsPGfjZlBm+ZtDfg7ioiISOXiUxx7YFUc4SlfdrI6Lbs7RlwsNke5xQaDHnaMxLjxkgdj7I5cnJnDYGrnsj288nc5trDI3+VxyeVdkt2OndO89+QfqeIHP30aqREREQk13kZ8KiYznypR2Tmzav378NPXVPaI6pdfPYOXYG2loKBGREQkFPmSzOyRqOwlwPnpq7LXXqaLt01o4jHN22axBGWat4IaERGR+uJkgY7XXBwvyk8Xt1hJGvYsU0b0Y+IH67Abx9YJj43oHJQ9oZRTIyIiUp+dNBfn/7zk4pRzIrl4ZHsbi/90Jk+0XcfiP50ZtL2gNFIjIiIiDtV5RGXs8MpAkgv2MBKDmfmE37dp8JWCGhERESlTnUdUBbtdc6kszrybdgMCvuu4Hj+JiIjIyZ3sEVX3Gz3rm1JHEBRgGqkRERER31V8RAWweqb76I3FVnYugDRSIyIiIlVTfvG/+BQY9izmxOiNcW7dEOBHT6CRGhERETld3UZzvPVFLJ//Fr2HXkd409ZBaYZGakREROT0xSVzILYjxCWfum4NUVAjIiIiIUFBjYiIiIQEBTUiIiISEhTUiIiISEhQUCMiIiIhQUGNiIiIhAQFNSIiIhISFNSIiIhISFBQIyIiIiFBQY2IiIiEBAU1IiIiEhLqzYaWxhgACgoKTus+JSUlFBUVUVBQQHh4uD+aJpVQXweW+jtw1NeBo74OnJrqa+f/t53/Hz+ZehPUHDp0CIBWrVoFuSUiIiJSVYcOHSI+Pv6kdSzGl9AnBNjtdnbv3k1sbCwWi6Xa9ykoKKBVq1bs3LmTuLg4P7ZQKlJfB5b6O3DU14Gjvg6cmuprYwyHDh0iOTkZq/XkWTP1ZqTGarXSsmVLv90vLi5OvyABor4OLPV34KivA0d9HTg10denGqFxUqKwiIiIhAQFNSIiIhISFNRUUWRkJJMnTyYyMjLYTQl56uvAUn8Hjvo6cNTXgVMb+rreJAqLiIhIaNNIjYiIiIQEBTUiIiISEhTUiIiISEhQUCMiIiIhQUFNFU2bNo02bdoQFRVF7969WbFiRbCbVOdNmTKFnj17EhsbS/PmzRk+fDibN292q3P06FHuvPNOmjZtSsOGDbnqqqvIyckJUotDw+OPP47FYmH8+PGuMvWzf+3atYvf//73NG3alOjoaM4991xWrlzpOm+MYdKkSSQlJREdHc3AgQPZsmVLEFtcN5WWlvK3v/2Ntm3bEh0dTbt27fj73//utleQ+rp6MjMzGTZsGMnJyVgsFubMmeN23pd+zcvL4/rrrycuLo5GjRpx8803c/jw4ZppsBGfvf322yYiIsLMmDHD/PDDD+aWW24xjRo1Mjk5OcFuWp02ZMgQ8+qrr5r169ebrKwsc+mll5rU1FRz+PBhV53bbrvNtGrVyixatMisXLnSnH/++eY3v/lNEFtdt61YscK0adPGnHfeeWbcuHGucvWz/+Tl5ZnWrVubG264wSxfvtz89NNP5rPPPjNbt2511Xn88cdNfHy8mTNnjlm7dq25/PLLTdu2bc2RI0eC2PK659FHHzVNmzY1H330kcnOzjbvvvuuadiwoXn22WddddTX1fPJJ5+YBx54wHzwwQcGMLNnz3Y770u/XnLJJSYtLc18++23ZvHixebMM8801113XY20V0FNFfTq1cvceeedruPS0lKTnJxspkyZEsRWhZ59+/YZwHz99dfGGGMOHjxowsPDzbvvvuuqs3HjRgOYZcuWBauZddahQ4fMWWedZRYuXGguuugiV1Cjfvav++67z1x44YWVnrfb7aZFixbmySefdJUdPHjQREZGmrfeeisQTQwZl112mbnpppvcykaMGGGuv/56Y4z62l8qBjW+9OuGDRsMYL777jtXnfnz5xuLxWJ27drl9zbq8ZOPjh07xqpVqxg4cKCrzGq1MnDgQJYtWxbEloWe/Px8AJo0aQLAqlWrKCkpcev7s88+m9TUVPV9Ndx5551cdtllbv0J6md/+/DDD+nRowfXXHMNzZs3p2vXrrz00kuu89nZ2ezdu9etv+Pj4+ndu7f6u4p+85vfsGjRIn788UcA1q5dy5IlSxg6dCigvq4pvvTrsmXLaNSoET169HDVGThwIFarleXLl/u9TfVmQ8vTlZubS2lpKYmJiW7liYmJbNq0KUitCj12u53x48dzwQUX0LlzZwD27t1LREQEjRo1cqubmJjI3r17g9DKuuvtt99m9erVfPfddx7n1M/+9dNPP/H888+TkZHB/fffz3fffcfdd99NREQEY8aMcfWpt79T1N9VM2HCBAoKCjj77LOx2WyUlpby6KOPcv311wOor2uIL/26d+9emjdv7nY+LCyMJk2a1EjfK6iRWuXOO+9k/fr1LFmyJNhNCTk7d+5k3LhxLFy4kKioqGA3J+TZ7XZ69OjBY489BkDXrl1Zv34906dPZ8yYMUFuXWh55513+N///sebb77JOeecQ1ZWFuPHjyc5OVl9Xc/o8ZOPEhISsNlsHjNBcnJyaNGiRZBaFVrGjh3LRx99xJdffknLli1d5S1atODYsWMcPHjQrb76vmpWrVrFvn376NatG2FhYYSFhfH111/zr3/9i7CwMBITE9XPfpSUlESnTp3cyjp27MiOHTsAXH2qv1NO3z333MOECRO49tprOffcc/nDH/7An//8Z6ZMmQKor2uKL/3aokUL9u3b53b++PHj5OXl1UjfK6jxUUREBN27d2fRokWuMrvdzqJFi0hPTw9iy+o+Ywxjx45l9uzZfPHFF7Rt29btfPfu3QkPD3fr+82bN7Njxw71fRUMGDCAdevWkZWV5frq0aMH119/veu1+tl/LrjgAo+lCX788Udat24NQNu2bWnRooVbfxcUFLB8+XL1dxUVFRVhtbr/78xms2G32wH1dU3xpV/T09M5ePAgq1atctX54osvsNvt9O7d2/+N8nvqcQh7++23TWRkpHnttdfMhg0bzK233moaNWpk9u7dG+ym1Wm33367iY+PN1999ZXZs2eP66uoqMhV57bbbjOpqanmiy++MCtXrjTp6ekmPT09iK0ODeVnPxmjfvanFStWmLCwMPPoo4+aLVu2mP/9738mJibGvPHGG646jz/+uGnUqJGZO3eu+f77780VV1yhacbVMGbMGJOSkuKa0v3BBx+YhIQEc++997rqqK+r59ChQ2bNmjVmzZo1BjDPPPOMWbNmjfn555+NMb716yWXXGK6du1qli9fbpYsWWLOOussTemuLZ577jmTmppqIiIiTK9evcy3334b7CbVeYDXr1dffdVV58iRI+aOO+4wjRs3NjExMebKK680e/bsCV6jQ0TFoEb97F/z5s0znTt3NpGRkebss882L774ott5u91u/va3v5nExEQTGRlpBgwYYDZv3hyk1tZdBQUFZty4cSY1NdVERUWZM844wzzwwAOmuLjYVUd9XT1ffvml17+fx4wZY4zxrV8PHDhgrrvuOtOwYUMTFxdnbrzxRnPo0KEaaa/FmHJLLoqIiIjUUcqpERERkZCgoEZERERCgoIaERERCQkKakRERCQkKKgRERGRkKCgRkREREKCghoREREJCQpqRKTGfPXVV1gsFo/9pALtoYceokuXLgF5r9rymUXqIwU1IsINN9yAxWLBYrEQHh5O27Ztuffeezl69GiwmyYi4rOwYDdARGqHSy65hFdffZWSkhJWrVrFmDFjsFgsPPHEE8FuWq107NgxIiIi6ty9RUKZRmpEBIDIyEhatGhBq1atGD58OAMHDmThwoWu83a7nSlTptC2bVuio6NJS0vjvffec7vHJ598Qvv27YmOjqZ///5s377d7by3x0BTp06lTZs2bmUzZszgnHPOITIykqSkJMaOHes6d/DgQf74xz/SrFkz4uLiuPjii1m7dq3b9Y8//jiJiYnExsZy8803+zTi9PXXX9OrVy/Xe06YMIHjx4+7zvfr14+xY8cyfvx4EhISGDJkiE+fGWDJkiX06dOH6OhoWrVqxd13301hYaHrfJs2bfj73//O6NGjiYuL49Zbbz1le0XEk4IaEfGwfv16li5d6jZaMGXKFF5//XWmT5/ODz/8wJ///Gd+//vf8/XXXwOwc+dORowYwbBhw8jKyuKPf/wjEyZMqPJ7P//889x5553ceuutrFu3jg8//JAzzzzTdf6aa65h3759zJ8/n1WrVtGtWzcGDBhAXl4eAO+88w4PPfQQjz32GCtXriQpKYn//Oc/J33PXbt2cemll9KzZ0/Wrl3L888/zyuvvMIjjzziVm/mzJlERETwzTffMH36dJ8+87Zt27jkkku46qqr+P7775k1axZLlixxC9QAnnrqKdLS0lizZg1/+9vfqtxvIgLapVtEzJgxY4zNZjMNGjQwkZGRBjBWq9W89957xhhjjh49amJiYszSpUvdrrv55pvNddddZ4wxZuLEiaZTp05u5++77z4DmF9//dUYY8zkyZNNWlqaW51//vOfpnXr1q7j5ORk88ADD3ht5+LFi01cXJw5evSoW3m7du3MCy+8YIwxJj093dxxxx1u53v37u3xvuXdf//9pkOHDsZut7vKpk2bZho2bGhKS0uNMY4dzbt27ep2nS+f+eabbza33nqrx+ewWq3myJEjxhhjWrdubYYPH15p+0TEN8qpEREA+vfvz/PPP09hYSH//Oc/CQsL46qrrgJg69atFBUVMWjQILdrjh07RteuXQHYuHEjvXv3djufnp5epTbs27eP3bt3M2DAAK/n165dy+HDh2natKlb+ZEjR9i2bZurHbfddptHO7788stK33fjxo2kp6djsVhcZRdccAGHDx/ml19+ITU1FYDu3bt7XHeqz7x27Vq+//57/ve//7nKjDHY7Xays7Pp2LEjAD169Ki0fSLiGwU1IgJAgwYNXI95ZsyYQVpaGq+88go333wzhw8fBuDjjz8mJSXF7brIyEif38NqtWKMcSsrKSlxvY6Ojj7p9YcPHyYpKYmvvvrK41yjRo18bkd1NWjQoMrXHD58mD/96U/cfffdHuecwVJ17y0i7hTUiIgHq9XK/fffT0ZGBqNGjaJTp05ERkayY8cOLrroIq/XdOzYkQ8//NCt7Ntvv3U7btasGXv37sUY4xoVycrKcp2PjY2lTZs2LFq0iP79+3u8R7du3di7dy9hYWEeycXl27F8+XJGjx5daTu8XfP++++7teubb74hNjaWli1bnvS6U33mbt26sWHDBre8IBGpGUoUFhGvrrnmGmw2G9OmTSM2Npa//vWv/PnPf2bmzJls27aN1atX89xzzzFz5kwAbrvtNrZs2cI999zD5s2befPNN3nttdfc7tmvXz/279/PP/7xD7Zt28a0adOYP3++W52HHnqIp59+mn/9619s2bLF9T4AAwcOJD09neHDh7NgwQK2b9/O0qVLeeCBB1i5ciUA48aNY8aMGbz66qv8+OOPTJ48mR9++OGkn/WOO+5g586d3HXXXWzatIm5c+cyefJkMjIysFor/2vSl8983333sXTpUsaOHUtWVhZbtmxh7ty5HonCIuIHwU3pEZHaYMyYMeaKK67wKJ8yZYpp1qyZOXz4sLHb7Wbq1KmmQ4cOJjw83DRr1swMGTLEfP3116768+bNM2eeeaaJjIw0ffr0MTNmzHBLmjXGmOeff960atXKNGjQwIwePdo8+uijbonCxhgzffp01/skJSWZu+66y3WuoKDA3HXXXSY5OdmEh4ebVq1ameuvv97s2LHDVefRRx81CQkJpmHDhmbMmDHm3nvvPWmisDHGfPXVV6Znz54mIiLCtGjRwtx3332mpKTEdf6iiy4y48aN87jOl8+8YsUKM2jQINOwYUPToEEDc95555lHH33Udb5169bmn//850nbJyKnZjGmwgNuERERkTpIj59EREQkJCioERERkZCgoEZERERCgoIaERERCQkKakRERCQkKKgRERGRkKCgRkREREKCghoREREJCQpqREREJCQoqBEREZGQoKBGREREQoKCGhEREQkJ/w+7dfMDcYXISwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "error_bounds = bt.error_bounds()\n",
    "hsv = fom.hsv()\n",
    "fig, ax = plt.subplots()\n",
    "ax.semilogy(range(1, len(error_bounds) + 1), error_bounds, '.-')\n",
    "ax.semilogy(range(1, len(hsv)), hsv[1:], '.-')\n",
    "ax.set_xlabel('Reduced order')\n",
    "_ = ax.set_title(r'Upper and lower $\\mathcal{H}_\\infty$ error bounds')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70347b03",
   "metadata": {},
   "source": [
    "To get a reduced-order model of order 10, we call the `reduce` method with the\n",
    "appropriate argument:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d3f89411",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "73edc99578c74b6f898ce67e7bcc5fd6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rom = bt.reduce(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64659ecf",
   "metadata": {},
   "source": [
    "Instead, or in addition, a tolerance for the {math}`\\mathcal{H}_\\infty` error\n",
    "can be specified, as well as the projection algorithm (by default, the\n",
    "balancing-free square root method is used).\n",
    "The used Petrov-Galerkin bases are stored in `bt.V` and `bt.W`.\n",
    "\n",
    "We can compare the magnitude plots between the full-order and reduced-order\n",
    "models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "2060e1de",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "w = np.logspace(-2, 8, 300)\n",
    "fig, ax = plt.subplots()\n",
    "fom.transfer_function.mag_plot(w, ax=ax, label='FOM')\n",
    "rom.transfer_function.mag_plot(w, ax=ax, linestyle='--', label='ROM')\n",
    "_ = ax.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4e5e717",
   "metadata": {},
   "source": [
    "as well as Bode plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ade4b6e2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x2400 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(6, 2, figsize=(12, 24), sharex=True, constrained_layout=True)\n",
    "fom.transfer_function.bode_plot(w, ax=axs)\n",
    "_ = rom.transfer_function.bode_plot(w, ax=axs, linestyle='--')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6b16fe3f",
   "metadata": {},
   "source": [
    "Also, we can plot the magnitude plot of the error system,\n",
    "which is again an LTI system.\n",
    "\n",
    "```{math}\n",
    "\\begin{align}\n",
    "    \\begin{bmatrix}\n",
    "        E & 0 \\\\\n",
    "        0 & \\hat{E}\n",
    "    \\end{bmatrix}\n",
    "    \\begin{bmatrix}\n",
    "        \\dot{x}(t) \\\\\n",
    "        \\dot{\\hat{x}}(t)\n",
    "    \\end{bmatrix}\n",
    "    & =\n",
    "    \\begin{bmatrix}\n",
    "        A & 0 \\\\\n",
    "        0 & \\hat{A}\n",
    "    \\end{bmatrix}\n",
    "    \\begin{bmatrix}\n",
    "        x(t) \\\\\n",
    "        \\hat{x}(t)\n",
    "    \\end{bmatrix}\n",
    "    +\n",
    "    \\begin{bmatrix}\n",
    "        B \\\\\n",
    "        \\hat{B}\n",
    "    \\end{bmatrix}\n",
    "    u(t), \\\\\n",
    "    y(t) - \\hat{y}(t)\n",
    "    & =\n",
    "    \\begin{bmatrix}\n",
    "        C & -\\hat{C}\n",
    "    \\end{bmatrix}\n",
    "    \\begin{bmatrix}\n",
    "        x(t) \\\\\n",
    "        \\hat{x}(t)\n",
    "    \\end{bmatrix}.\n",
    "\\end{align}\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "67588787",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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XcWl3MW/LOUR08MBzXTwR6NXgEUcnItI9FiEiqnO2FmYIbe2K0NaueHuIHy7eyceOM7exMekGLt8txLoT17DuxDUENW2Aab1boE9rV8hkXJ1GRHWPRYiI9M7H1Q6v9rXD9D4+OJFxDz8fv4qtp24hMeMeXvzpBFq52SK6vy/C2rpxuT4R1SleUJGIJCMIAjp7O+GLUQE4+J9QTO3dAnYWZjifWYCpqxLxzOLDSLiSI3VMIjJiLEJa8O7zRPrlam+JWYNa4+CsPpge6gNLhQwnr97HyCVHMHPtn7ibXyJ1RCIyQixCWvDu80TScLBS4PUwX+x/IxRjunhCEIBNSTfR5/N9WHk0A2p19a/lRET0OCxCRGSQ3Owt8eGIDtgc9RTaN3ZAfnEZ3tl0FmOWHcW1nCKp4xGRkWARIiKD1qGJIzZFPYV5EX6wNpfjWHoOBi6Mx9rjV2t0pW8ioqqwCBGRwZPLBEQ+1Qw7XuuJTk0boFCpwqzfzmD6mj+RX1wqdTwiqsdYhIio3mja0AbrXu6GWYNaw0wmYNuZW3h60SGk3s6TOhoR1VMsQkRUr8hlAqb2boF1L3dDIwdLXM4qxLCYQ9iQeF3qaERUD7EIEVG9FNS0AbbN6IlerVxQXKrG67+cwuzfTkNZppY6GhHVIyxCRFRvOdmYY0VkZ0T3bwVBAH4+fg0v/HAM94uUUkcjonqCRYiI6jWZTMCMvi3xw4TOsLUww9HLORj+zWFcvlsgdTQiqgdYhLTglaWJ6pfQ1q7YMK0bGjtaIT2rEMO/OYzDl7KkjkVEBo5FSAteWZqo/mntbo9NUU8h0MsRuQ9K8cL3x/HbSU6iJiLtWISIyKi42Fng55e6Yqi/B8rUIqLXn8Ky+MtSxyIiA8UiRERGx1Ihx8LRAXipZzMAwAfbU/DhjhReiZqIKmERIiKjJJMJeGuwH2YPag0A+Hb/Zby54TTKVFxeT0T/wyJEREbt5d4t8MmzHSATgF8Sr2PqqpMoLlVJHYuIDASLEBEZvVGdPPHt+E6wMJNhT0omxn9/DLkPeI8yImIRIiIT0d/PDT9N6gI7SzMkXLmH55YeRVZBidSxiEhiLEJEZDKCmzfE+pe7wdnWAim38vDcsgTksAsRmTQWISIyKW0a2WPD1PILL2bkFGHhWTku3uFVqIlMFYsQEZkcb2cb/DqtO1q42CBXKWDs9wk4ff2+1LGISAIsQkRkktwdLLFmcmd42Yi4V1SKscuO4cilbKljEZGesQgRkclysjFHVFsVujZrgIKSMkxYfhx7kjOljkVEesQiREQmzVIOfDe+I/q1cYOyTI2XVyVi0583pI5FRHrCIqQF7z5PZDosFHIseb4jRgQ2hkotYua6JPx05IrUsYhID1iEtODd54lMi5lchs9G+iOyuzcAYM7mc/h67wXen4zIyLEIERH9RSYTMDfCDzP6tgQAfB57Hu9vS4FazTJEZKxYhIiI/kYQBET3b4V3hvgBAL4/mI5X1/7J+5MRGSkWISKiKkzu0QxfjvaHQi5g2+lbeP67Y7hXqJQ6FhHpGIsQEZEWwwOb4Me/7k92IuMeRiw+jIzsQqljEZEOsQgRET1C9xbO+HVadzR2tEJ6ViGGf3MYiRk5UsciIh1hESIieoxWbnbY+Ep3tGtsj5xCJZ5behQ/H78qdSwi0gEWISKianC1t8S6Kd0wqJ07SlUiZv92Bm9vOgNlmVrqaET0BFiEiIiqycbCDN+M64jXB7SCIACrjl7F898dw938EqmjEVEtsQgREdWAIAiY3qclvnuhE+wszHD8Sg4ivj6IY5d5w1ai+ohFiIioFvq2ccOm6U+hhYsNbucVY8yyo/hqzwWoePFFonqFRYiIqJZauNji9+k98EzHJlCLwJd7zmPssqO4lftA6mhEVE0sQkRET8DGwgyfj/LHF6P8YW0ux7H0HIR/dQA7z96SOhoRVQOLEBGRDozo2ARbX+2Bth72uFdUiqmrTmL6mpPILuBEaiJDxiJERKQjzV1s8dsr3fFKSAvIZQK2nr6FAV/GY/sZnh0iMlQsQkREOmRhJsebA1tj4yvd4etmh+xCJV5ZfRLTViXidm6x1PGI6B9YhIiI6kCHJo74/dWn8GofH8hlAnacvY2+n+/D0vhLKFXxIoxEhsIkipC3tzc6dOiAgIAAhIaGSh2HiEyEhZkc/x7gi9+nP4WOXo4oVKqwYHsqwr86gMOXsqSOR0QAzKQOoC+HDx+Gra2t1DGIyAS19XDAhqnd8evJ6/hoRyou3CnA2GXHMKidO/4zsDW8nW2kjkhkskzijBARkdRkMgEjO3nij3+H4IVuTSETgB1nb6PfF/sx7/dzyClUSh2RyCRJXoTi4+MREREBDw8PCIKATZs2VdonJiYG3t7esLS0RHBwMI4fP16j9xAEAb1790bnzp2xevVqHSUnIqo5B2sF3n26HXa81gshvi4oU4tYcfgKen8Sh5i4iyhSlkkdkcikSP7VWGFhIfz9/TFp0iSMGDGi0vPr1q1DdHQ0lixZguDgYCxcuBBhYWFIS0uDq6srACAgIABlZZX/8ti9ezc8PDxw8OBBNG7cGLdu3UK/fv3Qvn17dOjQoco8JSUlKCn533U/8vLyAAClpaUoLS3VxUeutx5+flMfB33gWOuHlOPcvKEllj0fiMOXsvHRzvNIuZ2PT3el4fuDl/Fyz2YY09kTVuZyveeqC/z9rB8c54qqOw6CKIoGc2McQRCwceNGDBs2TLMtODgYnTt3xqJFiwAAarUanp6eePXVVzFr1qwav8cbb7yBtm3bIjIyssrn582bh/nz51favmbNGlhbW9f4/YiIHkctAolZAnZckyG7RAAA2CtE9GusRnc3EQrJz90T1T9FRUUYO3YscnNzYW9vr3U/gy5CSqUS1tbW2LBhQ4VyNGHCBNy/fx+bN29+7DELCwuhVqthZ2eHgoIC9O7dG0uWLEHnzp2r3L+qM0Kenp7Iysp65ECagtLSUsTGxqJ///5QKBRSxzFqHGv9MLRxLlWpsSnpFr7ZdwnX75dfc8jNzgJTezfDyI6NYaGon2eIDG2cjRXHuaK8vDw4Ozs/tghJ/tXYo2RlZUGlUsHNza3Cdjc3N6SmplbrGJmZmRg+fDgAQKVS4aWXXtJaggDAwsICFhYWlbYrFAr+xvoLx0J/ONb6YSjjrFAAY7t649lOXtiQeB2L/riAm7nFmL81Fd/GX8HU3s3xXBcvWNbTQmQo42zsOM7lqjsGBl2EdKF58+Y4deqU1DGIiKrN3EyGscFeeCaoMdYnXMM3+y7hVm4x5m1Jxjf7LuHl3i0wtouX0cwhIpKSQX/z7OzsDLlcjszMzArbMzMz4e7uXqfvHRMTAz8/v0eePSIiqksWZnKM7+aNfW+E4P1h7dDY0Qp38kvw3tZk9PwkDsviL3OVGdETMugiZG5ujqCgIOzdu1ezTa1WY+/evejWrVudvndUVBSSk5ORkJBQp+9DRPQ4FmZyPN+1KeJeD8GHI9qjSQMrZBWU4IPtKej5cRy+3X8JhSUsRES1IflXYwUFBbh48aLmcXp6OpKSkuDk5AQvLy9ER0djwoQJ6NSpE7p06YKFCxeisLAQEydOlDA1EZH+mZvJMKaLF54NaoKNJ29gUdxFXM0pwoc7UvFt/GW81rclxgZ7QSE36P+PS2RQJC9CJ06cqHD/r+joaADlK8NWrFiB0aNH4+7du5gzZw5u376NgIAA7Ny5s9IEaiIiU6GQyzCqsyeGd2yMzUk3seiPC7iSXYS5v5/Dj4evYNag1ujv5wZBEKSOSmTwJC9CISEheNwK/unTp2P69Ol6SlQuJiYGMTExUKlUen1fIqLqUshleDaoCYYFeGBtwjV8GXsel7MKMWVlIoKbOeGdIX5o19hB6phEBo3nT7XgHCEiqi/M5DI837Up9r0RgqjQFrAwk+FYeg6GLjqI97cmc/4Q0SOwCBERGQk7SwXeCGuNP14PweAOjaAWge8OpmPAl/HYl3ZH6nhEBolFiIjIyDR2tELM2I5YPrEzGjta4cb9B4hcnoB3Np3FAyW/7if6OxYhIiIjFerritjoXojs7g0AWHk0A4O/PoCzN3KlDUZkQFiEtOAFFYnIGFibm2He0LZYObkL3OwtcPluIUYsPox1CVeljkZkEFiEtOBkaSIyJj1bumDna73Qr40blGVq/OfXM5j922kUl/KrMjJtLEJERCaigY05lo4PwhthvhAE4Ofj1/Dc0qPILiiROhqRZFiEiIhMiEwmICrUBz9O7AIHKwWSrt3HiMWHcflugdTRiCTBIkREZIJ6tXLBb690h6eTFTKyi/DM4sNIzMiROhaR3rEIacHJ0kRk7Fq42OK3aU/Bv4kD7hWV4vnvjuPQxSypYxHpFYuQFpwsTUSmwMXOAmundEOIrwselKowcUUC4lJ58UUyHSxCREQmzspcjm/HB6G/X/mKsikrT2DXudtSxyLSCxYhIiKChZkc34zriMHtG6FUJWL6mpPYf/6u1LGI6hyLEBERASi/m/1XzwVgcIfyMvTyyhNIuMIJ1GTcWISIiEjDTC7Dl6MCEOLrguJSNSYtT+AtOciosQhpwVVjRGSqzM1kWDwuCF28nZBfUobI5cdxLadI6lhEdYJFSAuuGiMiU2ZlLsd3kZ3QppE9sgqUmLQiAbkPSqWORaRzLEJERFQle0sFfojsBDd7C1y4U4Co1SdRqlJLHYtIp1iEiIhIq0YOVvh+QmdYm8tx8GIW5mw+C1EUpY5FpDMsQkRE9EjtGjvg6zGBkP11o9bVx65KHYlIZ1iEiIjosfq2ccObA1sDAOZvOcf7kpHRYBEiIqJqeblXc80FF6euOok7ecVSRyJ6YixCRERULYIg4JNnO6CVmy3u5pfgFU6eJiPAIqQFryNERFSZjYUZlo7vBDsLM5zIuIcvYs9LHYnoibAIacHrCBERVc3b2QYfP9sBALB43yXek4zqNRYhIiKqsfD2jTC+a1MAQPS6JGRyvhDVUyxCRERUK28NboM2jeyRXajEzLVJUKt5fSGqf1iEiIioViwVcsSMDYS1uRxHLmfjh0PpUkciqjEWISIiqrXmLrZ4Z4gfAOCTnWlIu50vcSKimmERIiKiJ/JcZ0/0be0KpUqNmeuSUFKmkjoSUbWxCBER0RMRBAEfPtMeTjbmSLmVh4V7LkgdiajaWISIiOiJudpZYsHw9gCAJfsvIeEKb8FB9QOLkBa8oCIRUc0MbOeOZ4OaQBSB6PVJKCgpkzoS0WOxCGnBCyoSEdXc3Ag/NHa0wrWcB1iwPUXqOESPxSJEREQ6Y2epwKcjy686vebYVRy5lC1xIqJHYxEiIiKd6t7CGWO6eAEAZv12Gg+UXEVGhotFiIiIdG52eGu421siI7sIX/1xUeo4RFqxCBERkc7ZWyqwYEQ7AMDywxnI4HUWyUCxCBERUZ3o09oNwwI8oBaBNZfkKClTSx2JqBIWISIiqjNzItrCyUaB2w8ELNl/Weo4RJWwCBERUZ1xsjHH3MFtAADfHkjHhUx+R0aGhUWIiIjq1KB2bmjXQI1SlYi3Np6FWi1KHYlIg0WIiIjqlCAIeKaZGlYKGY5fycGGxOtSRyLSYBEiIqI652QBzOjjAwBYsCMF2QUlEiciKsciREREejGhmxdau9vhflEpFmxPlToOEQAWISIi0hOFXIYFI9pDEIBfT17n7TfIILAIacG7zxMR6V5HrwYY+9ftN97adAYlZbz9BkmLRUgL3n2eiKhuvDmwNZxtzXH5biG+5bWFSGIsQkREpFcOVgq8M8QPALAo7iLSswolTkSmjEWIiIj0bqi/B3r4OENZpsY7m85CFHltIZIGixAREemdIAh4f1g7mJvJcPBiFrafuS11JDJRLEJERCQJb2cbTOvdAgDw3tZkFJaUSZyITBGLEBERSWZaSAt4Olnhdl4xvv7jotRxyASxCBERkWQsFXLMGdIWAPD9wcu4dLdA4kRkaliEiIhIUv3auCLU1wWlKhHzfj/HidOkVyxCREQkKUEQMG9oW5ibyXDgQhZ2nuXEadIfFiEiIpJc04Y2mNqrOYDyidNFSk6cJv1gESIiIoMwLcQHjR2tcDO3GIs4cZr0hEWIiIgMgpW5HHMiyq84vezAZVzmxGnSAxYhIiIyGAP83BDycOL0lmROnKY6xyJEREQGQxAEzItoC3O5DPHn72LXuUypI5GRYxEiIiKD4u1sgyl/mzj9QKmSOBEZMxYhIiIyOFGh5ROnb9x/gG/2ceI01R0WISIiMjhW5nK8M6QNAODb+Mu4llMkcSIyViZRhNLT0xEaGgo/Pz+0b98ehYWFUkciIqLHCGvrjqd8GkJZpsb725KljkNGyiSKUGRkJN59910kJydj//79sLCwkDoSERE9hiAImBvRFnKZgF3nMnHwQpbUkcgIGX0ROnfuHBQKBXr27AkAcHJygpmZmcSpiIioOlq52WF816YAgPlbzqFUpZY4ERkbyYtQfHw8IiIi4OHhAUEQsGnTpkr7xMTEwNvbG5aWlggODsbx48erffwLFy7A1tYWERER6NixIxYsWKDD9EREVNf+1a8VGlgrcOFOAVYdzZA6DhkZyYtQYWEh/P39ERMTU+Xz69atQ3R0NObOnYuTJ0/C398fYWFhuHPnjmafgIAAtGvXrtLPzZs3UVZWhgMHDuCbb77BkSNHEBsbi9jYWH19PCIiekIO1gq8EdYaAPBF7HlkF5RInIiMieTfEQ0aNAiDBg3S+vwXX3yBl156CRMnTgQALFmyBNu2bcMPP/yAWbNmAQCSkpK0vr5x48bo1KkTPD09AQDh4eFISkpC//79q9y/pKQEJSX/+0OWl5cHACgtLUVpaWmNPpuxefj5TX0c9IFjrR8cZ/3QxTiPCHDHqqNXkHwrH5/sTMX7T/vpKp7R4O/niqo7DpIXoUdRKpVITEzE7NmzNdtkMhn69euHI0eOVOsYnTt3xp07d3Dv3j04ODggPj4eL7/8stb9P/zwQ8yfP7/S9t27d8Pa2rrmH8II8Yya/nCs9YPjrB9POs79nIDkW2ZYf+IaPEuuwNNWR8GMDH8/lysqqt4lF564CBUXF8PS0vJJD1OlrKwsqFQquLm5Vdju5uaG1NTUah3DzMwMCxYsQK9evSCKIgYMGIAhQ4Zo3X/27NmIjo7WPM7Ly4OnpycGDBgAe3v72n0QI1FaWorY2Fj0798fCoVC6jhGjWOtHxxn/dDlOF9efxpbz9xGXK4zfh7ZGYIg6Chl/cffzxU9/EbncWpVhNRqNT744AMsWbIEmZmZOH/+PJo3b4533nkH3t7emDx5cm0OW2ce9/Xb31lYWFS5vF6hUPA31l84FvrDsdYPjrN+6GKc3xrih72pd5F49T52JN/F0wGNdZTOePD3c7nqjkGtJku///77WLFiBT755BOYm5trtrdr1w7fffddbQ5ZJWdnZ8jlcmRmVrzpXmZmJtzd3XX2PlWJiYmBn58fOnfuXKfvQ0RE1dfIwQpRoS0AAB9uT0WRskziRFTf1aoI/fTTT1i6dCnGjRsHuVyu2e7v71/tr6yqw9zcHEFBQdi7d69mm1qtxt69e9GtWzedvU9VoqKikJycjISEhDp9HyIiqpkXezaHp5MVbucV45u4S1LHoXquVkXoxo0b8PHxqbRdrVbXeLZ6QUEBkpKSNCu/0tPTkZSUhKtXrwIAoqOjsWzZMvz4449ISUnBtGnTUFhYqFlFRkREpsVSIcfbg8tXjS09cBlXs3kfMqq9WhUhPz8/HDhwoNL2DRs2IDAwsEbHOnHiBAIDAzWvi46ORmBgIObMmQMAGD16ND777DPMmTMHAQEBSEpKws6dOytNoCYiItMxwM8NPXyceR8yemK1miw9Z84cTJgwATdu3IBarcZvv/2GtLQ0/PTTT9i6dWuNjhUSEgJRFB+5z/Tp0zF9+vTaRK21mJgYxMTEQKVS6fV9iYjo8crvQ+aHgV8dwO7kTBy4cBc9W7pIHYvqoVqdEXr66aexZcsW7NmzBzY2NpgzZw5SUlKwZcsWrRcqrG84R4iIyLC1dLPDC90e3ocsmfcho1qp9XWEevbsyYs2ERGRpGb2a4XNSTdx8U4BfjqSgck9mkkdieoZye81RkREVFsOVgq8EeYLAFi45zyyeB8yqqFqnxFq0KBBta/gmZOTU+tARERENTGqkydWHc3AuZt5+GxXGj56poPUkageqXYRWrhwoebX2dnZeP/99xEWFqa5ns+RI0ewa9cuvPPOOzoPKQVOliYiqh/kMgHzh7bFs0uOYN2JaxgX3BTtmzhIHYvqiWoXoQkTJmh+/cwzz+Ddd9+tsJJrxowZWLRoEfbs2YN//etfuk0pgaioKERFRSEvLw8ODvwDRURkyDp5O+HpAA9sTrqJeVvOYcPUbrwPGVVLreYI7dq1CwMHDqy0feDAgdizZ88ThyIiIqqp2YPawEohR2LGPWw5fUvqOFRP1KoINWzYEJs3b660ffPmzWjYsOEThyIiIqopdwdLvBLy8D5kKXig5NQGerxaLZ+fP38+XnzxRezbtw/BwcEAgGPHjmHnzp1YtmyZTgMSERFV10u9mmNtwjXcuP8A38Zfwsx+raSORAauVmeEIiMjcejQIdjb2+O3337Db7/9Bnt7exw8eBCRkZE6jigN3n2eiKj+sVTI8X/hbQAAS/Zfwo37DyRORIau1hdUDA4OxurVq3WZxaBwsjQRUf0U3t4dXbydcPxKDj7akYqvx9TsHphkWmpVhB7eGV4bLy+vWoUhIiJ6UoIgYE6EHyIWHcSWUzfxQrem6OztJHUsMlC1KkLe3t6PXJbIa+8QEZGU2jV2wOhOnlibcA3vbknG5qinIJNxOT1VVqsi9Oeff1Z4XFpaij///BNffPEFPvjgA50EIyIiehL/HuCLbadv4cyNXGw4eR2jOnlKHYkMUK2KkL+/f6VtnTp1goeHBz799FOMGDHiiYMRERE9CRc7C7za1wcLtqfik51pGNTOHXaWCqljkYHR6U1XfX19kZCQoMtDSoarxoiI6r/I7s3QzNkGWQUliIm7JHUcMkC1KkJ5eXkVfnJzc5Gamoq3334bLVu21HVGSURFRSE5Odloih0RkSkyN5Ph7cHly+l/OJiOjOxCiRORoanVV2OOjo6VJkuLoghPT0+sXbtWJ8GIiIh0oU9rV/Rs6YwDF7LwwbYULH2hk9SRyIDUqgjFxcVVeCyTyeDi4gIfHx+YmdX60kREREQ6JwgC5gzxw8CvDmB3ciYOXczCUz7OUsciA1Gr1iIIArp3716p9JSVlSE+Ph69evXSSTgiIiJdaOlmh/Fdm2LF4St4d0syts3oATO5TqfJUj1Vq98FoaGhyMnJqbQ9NzcXoaGhTxyKiIhI12b2awlHawXSMvPx8/FHXxiYTEetipAoilVeUDE7Oxs2NjZPHIqIiEjXHK3NEd2//Casn8eex/0ipcSJyBDU6Kuxh9cHEgQBkZGRsLCw0DynUqlw+vRpdO/eXbcJiYiIdGRsFy+sOpqB85kFWLjnAuYNbSt1JJJYjc4IOTg4wMHBAaIows7OTvPYwcEB7u7umDJlClatWlVXWfWK1xEiIjI+ZnIZ5kaUl5+VRzNwITNf4kQktRqdEVq+fDmA8nuNvf7660b9NRjvPk9EZJye8nFGfz83xCZn4t2tyfhpUpdH3j+TjFut5gjNnTvXqEsQEREZt7fC28BcLsOBC1n4I/WO1HFIQtU+I9SxY0fs3bsXDRo0QGBg4CPb88mTJ3USjoiIqC54O9tgYg9vfLv/Mt7floKeLV1gbsbl9Kao2kXo6aef1kyOHjZsWF3lISIi0ovpoT74NfEG0rMK8ePhK3ipV3OpI5EEql2E5s6dW+WviYiI6iM7SwXeDPPFm7+exn/3XsDwjo3hbGvx+BeSUXmi84BKpRLXr1/H1atXK/wQERHVB88GNUH7xg7ILynD57vTpI5DEqhVETp//jx69uwJKysrNG3aFM2aNUOzZs3g7e2NZs2a6TojERFRnZDJBMyJ8AMArE24hnM3cyVORPpWq3uNTZw4EWZmZti6dSsaNWrEZYdERFRvdfZ2QoS/B7acuon5W5KxbkpX/rtmQmpVhJKSkpCYmIjWrVvrOg8REZHezRrUGrHJt3E8PQfbz9zG4A6NpI5EelKrr8b8/PyQlZWl6ywGhVeWJiIyHY0drfByrxYAgAXbU1BcqpI4EelLrYrQxx9/jDfffBP79u1DdnY28vLyKvwYg6ioKCQnJyMhIUHqKEREpAdTe7dAIwdL3Lj/AMviL0sdh/SkVl+N9evXDwDQt2/fCtsf3pVepWKTJiKi+sXKXI5Zg1rjtbVJ+GbfJYzs5Al3B0upY1Edq1URiouL03UOIiIiyQ3198DKIxk4kXEPH+9MxZejA6SORHWsVkWod+/eus5BREQkOUEoX04/dNEhbPzzBsZ3a4qOXg2kjkV1qFZF6PTp01VuFwQBlpaW8PLy0tyOg4iIqD7p0MQRI4Oa4JfE65i/JRkbp3WHTMbl9MaqVkUoICDgkddYUCgUGD16NL799ltYWvL7VSIiql/eGOiL7Wdu4dS1+9iUdAMjOjaROhLVkVqtGtu4cSNatmyJpUuXIikpCUlJSVi6dCl8fX2xZs0afP/99/jjjz/w9ttv6zovERFRnXO1s8T0Pi0BAB/tSEVhSZnEiaiu1OqM0AcffICvvvoKYWFhmm3t27dHkyZN8M477+D48eOwsbHBv//9b3z22Wc6C0tERKQvk3p4Y23CVWRkF2Hxvkt4PcxX6khUB2p1RujMmTNo2rRppe1NmzbFmTNnAJR/fXbr1q0nS0dERCQRCzM5/i+8DQBg6YHLuJZTJHEiqgu1KkKtW7fGRx99BKVSqdlWWlqKjz76SHPbjRs3bsDNzU03KYmIiCQwwM8NT/k0hLJMjQXbU6SOQ3WgVl+NxcTEYOjQoWjSpAk6dOgAoPwskUqlwtatWwEAly9fxiuvvKK7pERERHomCALeGeKH8K8OYMfZ2zhyKRvdWjSUOhbpUK2KUPfu3ZGeno7Vq1fj/PnzAICRI0di7NixsLOzAwCMHz9edymJiIgk0trdHuOCm2Ll0Qy8uzUZW1/tATmX0xuNWhUhALCzs8PUqVN1mYWIiMgg/at/K2xOuoGUW3lYl3ANY4O9pI5EOlLrIgQAycnJuHr1aoW5QgAwdOjQJwplCGJiYhATE8P7phEREZxszPGv/q0wf0syPtudhsEdGsHBSiF1LNKBWhWhy5cvY/jw4Thz5gwEQYAoigCguciiMZSHqKgoREVFIS8vDw4ODlLHISIiiT3ftSlWH7uKi3cK8PXeC3h7iJ/UkUgHarVq7LXXXkOzZs1w584dWFtb49y5c4iPj0enTp2wb98+HUckIiKSnkIuwzt/lZ8Vh6/g0t0CiRORLtSqCB05cgTvvvsunJ2dIZPJIJPJ0KNHD3z44YeYMWOGrjMSEREZhN6tXNCntSvK1CI+2Mbl9MagVkVIpVJpVoc5Ozvj5s2bAMovqJiWlqa7dERERAbm7cFtYCYT8EfqHexLuyN1HHpCtSpC7dq1w6lTpwAAwcHB+OSTT3Do0CG8++67aN68uU4DEhERGZLmLraI7O4NAHhvazJKVWppA9ETqVURevvtt6FWl/8PP3/+fKSnp6Nnz57Yvn07vvrqK50GJCIiMjSv9m0JJxtzXLpbiFVHM6SOQ0+gVqvG/n6z1ZYtWyI1NRU5OTlo0KCBZuUYERGRsXKwUuDfA1rhrY1nsXDPBQwLaIwGNuZSx6JaqFERmjRpUrX2++GHH2oVhoiIqL54rrMXVh7JQOrtfHy55zzefbqd1JGoFmr01diKFSsQFxeH+/fv4969e1p/iIiIjJ1cJmBORPly+tXHruJ8Zr7Eiag2anRGaNq0afj555+Rnp6OiRMn4vnnn4eTk1NdZSMiIjJo3Vs4I6ytG3ady8R7W5Px06QunCJSz9TojFBMTAxu3bqFN998E1u2bIGnpydGjRqFXbt2aa4uTUREZEreCveDuVyGAxeysDeFy+nrmxqvGrOwsMCYMWMQGxuL5ORktG3bFq+88gq8vb1RUMCrbBIRkWnxamiNyT2bAQDe35YMZRmX09cntVo+r3mxTKa515gx3F+MiIioNqJCfeBiZ4Er2UVYcThd6jhUAzUuQiUlJfj555/Rv39/tGrVCmfOnMGiRYtw9epV2Nra1kVGIiIig2ZrYYY3wnwBAF/vvYisghKJE1F11agIvfLKK2jUqBE++ugjDBkyBNeuXcMvv/yC8PBwyGRPdHKJiIioXnu2YxO0b+yA/JIyfL6bt5uqL2q0amzJkiXw8vJC8+bNsX//fuzfv7/K/X777TedhCMiIqovZH8tpx+55AjWJlzD812boq2Hg9Sx6DFqVIReeOEFLgskIiLSorO3E4Z0aIStp2/h3S3JWDulK//dNHA1KkIrVqyooxh1Jy0tDaNHj67w+Oeff8awYcOkC0VEREZrdngbxCZn4lh6DnaevY1B7RtJHYkewegn9vj6+iIpKQlJSUk4ePAgbGxs0L9/f6ljERGRkWrsaIWXe7cAAHywPQXFpVxVbciMvgj93e+//46+ffvCxsZG6ihERGTEpvZuDnd7S1y/9wDfH+RyekMmeRGKj49HREQEPDw8IAgCNm3aVGmfmJgYeHt7w9LSEsHBwTh+/Hit3mv9+vUVviYjIiKqC9bmZpg1qDUAICbuIjLziiVORNrUaI5QXSgsLIS/vz8mTZqEESNGVHp+3bp1iI6OxpIlSxAcHIyFCxciLCwMaWlpcHV1BQAEBASgrKys0mt3794NDw8PAEBeXh4OHz6MtWvXPjJPSUkJSkr+d/2HvLw8AEBpaSlKS0tr/TmNwcPPb+rjoA8ca/3gOOuHqY5zeFsXrPB0QNK1XHy0IwWfjKjbu9Ob6jhrU91xEEQDukmYIAjYuHFjhYnMwcHB6Ny5MxYtWgQAUKvV8PT0xKuvvopZs2ZV+9grV67Erl27sGrVqkfuN2/ePMyfP7/S9jVr1sDa2rra70dERJSRD3xxtvycQ3T7MjTldYf1pqioCGPHjkVubi7s7e217if5GaFHUSqVSExMxOzZszXbZDIZ+vXrhyNHjtToWOvXr8eUKVMeu9/s2bMRHR2teZyXlwdPT08MGDDgkQNpCkpLSxEbG4v+/ftDoVBIHceocaz1g+OsH6Y+zpflZ7Dp1C3sy3XG2pGd62w5vamP8z89/EbncQy6CGVlZUGlUsHNza3Cdjc3N6Smplb7OLm5uTh+/Dh+/fXXx+5rYWEBCwuLStsVCgV/Y/2FY6E/HGv94Djrh6mO86xwP+xKvoOTV+9jR/JdPB3QuE7fz1TH+Z+qOwaST5bWBwcHB2RmZsLc3FzqKEREZGLcHSwRFVq+nP6jHal4oORyekNi0EXI2dkZcrkcmZmZFbZnZmbC3d29Tt87JiYGfn5+6Ny5c52+DxERGb8XezZHY0cr3MotxpL9l6SOQ39j0EXI3NwcQUFB2Lt3r2abWq3G3r170a1btzp976ioKCQnJyMhIaFO34eIiIyfpUKO/wtvAwD4Nv4Sbt5/IHEiekjyIlRQUKC58jMApKenIykpCVevXgUAREdHY9myZfjxxx+RkpKCadOmobCwEBMnTpQwNRERUc2Et3dHF28nFJeq8dGO6s9zpboleRE6ceIEAgMDERgYCKC8+AQGBmLOnDkAgNGjR+Ozzz7DnDlzEBAQgKSkJOzcubPSBGoiIiJDJgjld6cXBOD3UzeRmJEjdSSCARShkJAQiKJY6efvN3idPn06MjIyUFJSgmPHjiE4OLjOc3GOEBER6Vq7xg4YFeQJAJi/JRlqtcFcys9kSV6EDBXnCBERUV14PcwXthZmOH09F7/9eUPqOCaPRYiIiEiPXOwsML2PDwDgk52pKCipfIso0h8WISIiIj2b+JQ3mja0xp38EnwTd1HqOCaNRUgLzhEiIqK6YmEmx1t/Laf/7mA6ruUUSZzIdLEIacE5QkREVJf6+7nhKZ+GUJapsWB7itRxTBaLEBERkQQEQcA7Q/wgE4AdZ2/j6OVsqSOZJBYhIiIiibR2t8fYYC8A5cvpVVxOr3csQkRERBKK7u8Le0szpNzKw/oT16SOY3JYhIiIiCTkZGOO1/q1AgB8tisNecWlEicyLSxCWnDVGBER6csL3ZqihYsNsguV+HrvBanjmBQWIS24aoyIiPRFIZfh7SF+AIAVh68gPatQ4kSmg0WIiIjIAIT6uiLE1wWlKhEfbEuWOo7JYBEiIiIyEG8P9oOZTMCelDs4cOGu1HFMAosQERGRgfBxtcX4bk0BAO9tTUaZSi1xIuPHIkRERGRAZvZthQbWCpzPLMCa41eljmP0WIS04KoxIiKSgoO1AtH9y5fTfxF7HveLlBInMm4sQlpw1RgREUllTBcv+LrZ4X5RKRbu4XL6usQiREREZGDM5DLMiShfTr/yaAYuZOZLnMh4sQgREREZoKd8nNHfzw0qtYj3tqVAFHkfsrrAIkRERGSg3gpvA4VcQPz5u4hLuyN1HKPEIkRERGSgvJ1tMOmpZgCA97emQFnG5fS6xiJERERkwKb38YGzrTkuZxXipyNXpI5jdFiEiIiIDJidpQKvD/AFAHy19wKyC0okTmRcWIS04HWEiIjIUIzs5Am/RvbILy7D57HnpY5jVFiEtOB1hIiIyFDIZQLm/rWcfu3xq0i5lSdxIuPBIkRERFQPBDdviMHtG0EtAu9uSeZyeh1hESIiIqonZg1qDXMzGY5czsauc5lSxzEKLEJERET1hKeTNab0bA4AWLA9BSVlKokT1X8sQkRERPXItJAWcLWzwNWcIvxw8IrUceo9FiEiIqJ6xMbCDP8Z2BoAsOiPC7iTXyxxovqNRYiIiKieGR7YGP6ejihUqvDpzjSp49RrLEJERET1jEwmYM6Q8uX0G05ex5nruRInqr9YhLTgBRWJiMiQBTVtgGEBHhBFYP6Wc1xOX0ssQlrwgopERGTo/jOoNawUcpzIuIftZ7mcvjZYhIiIiOqpRg5WmNq7BQDgk13noeRq+hpjESIiIqrHpvRqDg8HS9zMLUbcLUHqOPUOixAREVE9ZmUux6zwNgCAPTdkuJ3H5fQ1wSJERERUz0V0aIQgL0co1QI+231B6jj1CosQERFRPScIAt4K9wUAbD51Cyev3pM4Uf3BIkRERGQE2jd2QLCLGgAwf0sy1Goup68OFiEiIiIjMcRLDRtzOU5du49NSTekjlMvsAgREREZCXtzYFrv8rvTf7wzFYUlZRInMnwsQkREREYkspsXPJ2skJlXgiX7L0kdx+CxCBERERkRC4Ucb/21nH5p/GVcv1ckcSLDxiJERERkZMLauqNrcyeUlKnx4Y5UqeMYNBYhIiIiIyMIAuYMaQuZAGw7fQvHLmdLHclgsQhpwbvPExFRfebnYY/Rnb0AAO9uTYaKy+mrxCKkBe8+T0RE9d3rA1rBztIM527mYUPiNanjGCQWISIiIiPV0NYCr/VtCQD4dFca8otLJU5keFiEiIiIjNgL3bzR3NkGWQVKLIq7KHUcg8MiREREZMTMzWR4a3D5cvrlB68gI7tQ4kSGhUWIiIjIyPVp7YqeLZ2hVKnxwbYUqeMYFBYhIiIiI1e+nN4PcpmA3cmZOHQxS+pIBoNFiIiIyAS0dLPD88F/LaffkowylVriRIaBRYiIiMhE/Kt/KzhaK5CWmY+fE7icHmARIiIiMhmO1ub4V79WAIAvdqcht4jL6VmEiIiITMi4YC+0dLXFvaJSfLX3gtRxJMciREREZELM5DK8M8QPAPDTkSu4eKdA4kTSYhEiIiIyMb1auaBva1eUqUV8sC1Z6jiSYhEiIiIyQW8NbgOFXEBc2l3Epd2ROo5kWISIiIhMUHMXW0zo5g0AeH9rMkpNdDk9ixAREZGJerVvSzS0Mcelu4VYeSRD6jiSYBEiIiIyUQ5WCvx7gC8AYOGe88gpVEqcSP9YhIiIiEzY6M6eaNPIHnnFZfgy9rzUcfTOJIrQl19+ibZt28LPzw8zZsyAKIpSRyIiIjIIcln5fcgAYPWxDKTdzpc4kX4ZfRG6e/cuFi1ahMTERJw5cwaJiYk4evSo1LGIiIgMRrcWDTGwrTvUIvDu1nMmdcLA6IsQAJSVlaG4uBilpaUoLS2Fq6ur1JGIiIgMyv+Ft4G5XIZDF7MRm5wpdRy9kbwIxcfHIyIiAh4eHhAEAZs2baq0T0xMDLy9vWFpaYng4GAcP3682sd3cXHB66+/Di8vL3h4eKBfv35o0aKFDj8BERFR/efV0BqTezYDAHywPQUlZSqJE+mH5EWosLAQ/v7+iImJqfL5devWITo6GnPnzsXJkyfh7++PsLAw3Lnzv4s/BQQEoF27dpV+bt68iXv37mHr1q24cuUKbty4gcOHDyM+Pl5fH4+IiKjeiAr1gYudBTKyi7Di0BWp4+iFmdQBBg0ahEGDBml9/osvvsBLL72EiRMnAgCWLFmCbdu24YcffsCsWbMAAElJSVpf/8svv8DHxwdOTk4AgMGDB+Po0aPo1atXlfuXlJSgpKRE8zgvLw8ANF+rmbKHn9/Ux0EfONb6wXHWD46zfuhinC1kwL/7+WDWxnP47x8XMLSDG5xtLXQVUa+qOw6SF6FHUSqVSExMxOzZszXbZDIZ+vXrhyNHjlTrGJ6enjh8+DCKi4uhUCiwb98+TJkyRev+H374IebPn19p++7du2FtbV3zD2GEYmNjpY5gMjjW+sFx1g+Os3486ThbiICnjRzXClWIXh6H51rUzytOFxUVVWs/gy5CWVlZUKlUcHNzq7Ddzc0Nqamp1TpG165dER4ejsDAQMhkMvTt2xdDhw7Vuv/s2bMRHR2teZyXlwdPT08MGDAA9vb2tfsgRqK0tBSxsbHo378/FAqF1HGMGsdaPzjO+sFx1g9djnOjdvfw3HcJOHpXhv880x1tPerfv38Pv9F5HIMuQrrywQcf4IMPPqjWvhYWFrCwqHwaUKFQ8A/wXzgW+sOx1g+Os35wnPVDF+Pc1ccVEf4e2HLqJhbsPI91U7pCEAQdJdSP6o6B5JOlH8XZ2RlyuRyZmRWX8WVmZsLd3b1O3zsmJgZ+fn7o3Llznb4PERGRIZo1qDUsFTIcT8/B9jO3pY5TZwy6CJmbmyMoKAh79+7VbFOr1di7dy+6detWp+8dFRWF5ORkJCQk1On7EBERGaLGjlaY0qv8cjMLtqeguNQ4l9NLXoQKCgqQlJSkWfmVnp6OpKQkXL16FQAQHR2NZcuW4ccff0RKSgqmTZuGwsJCzSoyIiIiqhtTezeHu70lbtx/gO8OXJY6Tp2QvAidOHECgYGBCAwMBFBefAIDAzFnzhwAwOjRo/HZZ59hzpw5CAgIQFJSEnbu3FlpAjURERHplrW5GWaHtwYAfLPvEjLziiVOpHuSF6GQkBCIoljpZ8WKFZp9pk+fjoyMDJSUlODYsWMIDg6u81ycI0RERAQM9fdARy9HFClV+Hhn9VZs1yeSFyFDxTlCREREgCAImBvRFgDw28kbSLp2X9pAOsYiRERERI/k7+mIER0bAwDmbzGuu9OzCBEREdFj/Wdga1iby/Hn1fvYnHRT6jg6wyJEREREj+Vmb4lXQsqX03+0IxVFyjKJE+kGi5AWnCxNRERU0Ys9m6OxoxVu5xVjyX7jWE7PIqQFJ0sTERFVZKmQ4//C2wAAvt1/CTfuP5A40ZNjESIiIqJqC2/vji7NnFBSpsZHO+r/cnoWISIiIqo2QRAwZ4gfBAHYcuomTlzJkTrSE2ERIiIiohpp19gBozt5AgDmb0mGWl1/l9OzCGnBydJERETa/XuAL2wtzHDmRi42nLwudZxaYxHSgpOliYiItHOxs8CrfXwAAJ/uSkNBSf1cTs8iRERERLUS+ZQ3mja0xt38EsTEXZQ6Tq2wCBEREVGtWJjJ8dZfy+m/P5COq9lFEieqORYhIiIiqrX+fm7o4eMMpUqNBdtTpI5TYyxCREREVGuCIOCdIX6QCcDOc7dx5FK21JFqhEVIC64aIyIiqh5fdzuMC24KoPzu9Kp6tJyeRUgLrhojIiKqvn/1bwV7SzOk3s7H2oSrUsepNhYhIiIiemJONuaY2a8VAODz3eeR+6BU4kTVwyJEREREOjG+W1O0cLFBTqESX++9IHWcamERIiIiIp1QyGV4e4gfAGDF4Su4fLdA4kSPxyJEREREOhPq64oQXxeUqUV8sM3wl9OzCBEREZFOvT3YD2YyAXtT7yD+/F2p4zwSixARERHplI+rLV7o5g0AeG9rMspUamkDPQKLkBa8jhAREVHtvda3JRpYK3DhTgFWHzPc5fQsQlrwOkJERES152CtQPQAXwDAF7Hnca9QKXGiqrEIERERUZ0Y09kTvm52yH1QioV7zksdp0osQkRERFQnzOQyzIkoX06/6thVnM/MlzhRZSxCREREVGee8nFGfz83qNQi3tuaDFE0rPuQsQgRERFRnXorvA3M5TIcuJCFP1LvSB2nAhYhIiIiqlPezjaY2MMbAPD+thQoywxnOT2LEBEREdW56aE+cLa1QHpWIX46ckXqOBosQkRERFTn7CwVeCOs/O70X+25gKyCEokTlWMRIiIiIr14NsgTbT3skV9Shs93G8ZyehYhLXhlaSIiIt2SywTMjWgLAFiXcBXJN/MkTsQipBWvLE1ERKR7XZo5YXD7RlCLwLtbz0m+nJ5FiIiIiPRq1qDWMDeT4ejlHOw6d1vSLCxCREREpFeeTtZ4uVdzAMAH21NQXKqSLAuLEBEREend1N4t4GZvgWs5D7D19C3JcphJ9s5ERERksmwszPDu0+1QphIR3t5dshwsQkRERCSJsLbSFaCH+NUYERERmSwWISIiIjJZLEJERERksliEiIiIyGSxCBEREZHJYhEiIiIik8UiRERERCaLRUgL3n2eiIjI+LEIacG7zxMRERk/FiEiIiIyWSxCREREZLJYhIiIiMhksQgRERGRyeLd5x9DFEUAQF5ensRJpFdaWoqioiLk5eVBoVBIHceocaz1g+OsHxxn/eA4V/Tw3+2H/45rwyL0GPn5+QAAT09PiZMQERFRTeXn58PBwUHr84L4uKpk4tRqNW7evAk7OzsIgiB1HEnl5eXB09MT165dg729vdRxjBrHWj84zvrBcdYPjnNFoigiPz8fHh4ekMm0zwTiGaHHkMlkaNKkidQxDIq9vT3/kOkJx1o/OM76wXHWD47z/zzqTNBDnCxNREREJotFiIiIiEwWixBVm4WFBebOnQsLCwupoxg9jrV+cJz1g+OsHxzn2uFkaSIiIjJZPCNEREREJotFiIiIiEwWixARERGZLBYhIiIiMlksQkRERGSyWISozgwfPhwNGjTAs88+K3UUo8JxrXv3799Hp06dEBAQgHbt2mHZsmVSRzJa3t7e6NChAwICAhAaGip1HKOUlpaGgIAAzY+VlRU2bdokdSyDweXzVGf27duH/Px8/Pjjj9iwYYPUcYwGx7XuqVQqlJSUwNraGoWFhWjXrh1OnDiBhg0bSh3N6Hh7e+Ps2bOwtbWVOopJKCgogLe3NzIyMmBjYyN1HIPAM0JUZ0JCQmBnZyd1DKPDca17crkc1tbWAICSkhKIogj+f0YyBr///jv69u3LEvQ3LEImKj4+HhEREfDw8IAgCFWeJo2JiYG3tzcsLS0RHByM48eP6z+okeG464cuxvn+/fvw9/dHkyZN8MYbb8DZ2VlP6esPXYyzIAjo3bs3OnfujNWrV+spef2iy7831q9fj9GjR9dx4vqFRchEFRYWwt/fHzExMVU+v27dOkRHR2Pu3Lk4efIk/P39ERYWhjt37mj2eTh/4p8/N2/e1NfHqHd0Me70eLoYZ0dHR5w6dQrp6elYs2YNMjMz9RW/3tDFOB88eBCJiYn4/fffsWDBApw+fVpf8esNXf29kZeXh8OHDyM8PFwfsesPkUweAHHjxo0VtnXp0kWMiorSPFapVKKHh4f44Ycf1ujYcXFx4jPPPKOLmEbnScad41p9uvj9PW3aNPGXX36py5j1ni7G+fXXXxeXL19ehynrvycZ559++kkcN26cPmLWKzwjRJUolUokJiaiX79+mm0ymQz9+vXDkSNHJExm3Dju+lGdcc7MzER+fj4AIDc3F/Hx8fD19ZUkb31VnXEuLCzUjHNBQQH++OMPtG3bVpK89VVN/t7g12JVM5M6ABmerKwsqFQquLm5Vdju5uaG1NTUah+nX79+OHXqFAoLC9GkSRP88ssv6Natm67jGo3qjjvH9clUZ5wzMjIwZcoUzSTpV199Fe3bt5cibr1VnXHOzMzE8OHDAZSv1HvppZfQuXNnvWetz6r790Zubi6OHz+OX3/9Vd8RDR6LENWZPXv2SB3BKHFc616XLl2QlJQkdQyj17x5c5w6dUrqGCbBwcGB89y04FdjVImzszPkcnmlPzSZmZlwd3eXKJXx47jrB8dZPzjO+sFxfnIsQlSJubk5goKCsHfvXs02tVqNvXv38iuYOsRx1w+Os35wnPWD4/zk+NWYiSooKMDFixc1j9PT05GUlAQnJyd4eXkhOjoaEyZMQKdOndClSxcsXLgQhYWFmDhxooSp6z+Ou35wnPWD46wfHOc6JvWyNZJGXFycCKDSz4QJEzT7fP3116KXl5dobm4udunSRTx69Kh0gY0Ex10/OM76wXHWD45z3eK9xoiIiMhkcY4QERERmSwWISIiIjJZLEJERERksliEiIiIyGSxCBEREZHJYhEiIiIik8UiRERERCaLRYiIiIhMFosQERERmSwWISKiJ6RUKuHj44PDhw/XyfFDQkIwc+bMWr02KysLrq6uuH79um5DERkJFiEiqiAyMhKCIFT6+ftNH6miJUuWoFmzZujevbte3zc0NBTffffdI/dxdnbGCy+8gLlz5+opFVH9wiJERJUMHDgQt27dqvDTrFmzSvsplUoJ0hkWURSxaNEiTJ48+ZH7lZaW6vR9c3JycOjQIURERDx234kTJ2L16tXIycnRaQYiY8AiRESVWFhYwN3dvcKPXC5HSEgIpk+fjpkzZ8LZ2RlhYWEAgLNnz2LQoEGwtbWFm5sbxo8fj6ysLM3xCgsL8cILL8DW1haNGjXC559/XunrHkEQsGnTpgo5HB0dsWLFCs3ja9euYdSoUXB0dISTkxOefvppXLlyRfN8ZGQkhg0bhs8++wyNGjVCw4YNERUVVaGElJSU4D//+Q88PT1hYWEBHx8ffP/99xBFET4+Pvjss88qZEhKSnrkGbHExERcunQJgwcP1my7cuUKBEHAunXr0Lt3b1haWmL16tXIzs7GmDFj0LhxY1hbW6N9+/b4+eefKxyvqrGqyrZt29CxY0e4ubnh3r17GDduHFxcXGBlZYWWLVti+fLlmn3btm0LDw8PbNy4scpjEZkyFiEiqpEff/wR5ubmOHToEJYsWYL79++jT58+CAwMxIkTJ7Bz505kZmZi1KhRmte88cYb2L9/PzZv3ozdu3dj3759OHnyZI3et7S0FGFhYbCzs8OBAwdw6NAh2NraYuDAgRXOTMXFxeHSpUuIi4vDjz/+iBUrVlQoUy+88AJ+/vln/Pe//0VKSgq+/fZb2NraQhAETJo0qUKBAIDly5ejV69e8PHxqTLXgQMH0KpVK9jZ2VV6btasWXjttdeQkpKCsLAwFBcXIygoCNu2bcPZs2cxZcoUjB8/HsePH6/xWP3+++94+umnAQDvvPMOkpOTsWPHDqSkpGDx4sVwdnausH+XLl1w4MCBxw80kakRiYj+ZsKECaJcLhdtbGw0P88++6woiqLYu3dvMTAwsML+7733njhgwIAK265duyYCENPS0sT8/HzR3NxcXL9+veb57Oxs0crKSnzttdc02wCIGzdurHAcBwcHcfny5aIoiuLKlStFX19fUa1Wa54vKSkRraysxF27dmmyN23aVCwrK9PsM3LkSHH06NGiKIpiWlqaCECMjY2t8rPfuHFDlMvl4rFjx0RRFEWlUik6OzuLK1as0Dper732mtinT58K29LT00UA4sKFC7W+7qHBgweL//73v0VRFKs9VsXFxaKtra149uxZURRFMSIiQpw4ceIj3+df//qXGBIS8tg8RKbGTNoaRkSGKDQ0FIsXL9Y8trGx0fw6KCiowr6nTp1CXFwcbG1tKx3n0qVLePDgAZRKJYKDgzXbnZyc4OvrW6NMp06dwsWLFyudeSkuLsalS5c0j9u2bQu5XK553KhRI5w5cwZA+ddccrkcvXv3rvI9PDw8MHjwYPzwww/o0qULtmzZgpKSEowcOVJrrgcPHsDS0rLK5zp16lThsUqlwoIFC7B+/XrcuHEDSqUSJSUlsLa2BlA+XtUZqz/++AOurq5o27YtAGDatGl45plncPLkSQwYMADDhg2rNHHbysoKRUVFWj8HkaliESKiSmxsbLR+FfT3UgQABQUFiIiIwMcff1xp30aNGlV7tZkgCBBFscK2v8/tKSgoQFBQEFavXl3ptS4uLppfKxSKSsdVq9UAysvA47z44osYP348vvzySyxfvhyjR4/WFJWqODs7a4rWP/1zrD799FN89dVXWLhwIdq3bw8bGxvMnDmzxpPOf//9dwwdOlTzeNCgQcjIyMD27dsRGxuLvn37IioqqsJ8p5ycnArjRETlOEeIiJ5Ix44dce7cOXh7e8PHx6fCj42NDVq0aAGFQoFjx45pXnPv3j2cP3++wnFcXFxw69YtzeMLFy5UOIPRsWNHXLhwAa6urpXex8HBoVpZ27dvD7Vajf3792vdJzw8HDY2Nli8eDF27tyJSZMmPfKYgYGBSE1NrVTiqnLo0CE8/fTTeP755+Hv74/mzZtXGIfqjJUoitiyZYtmftBDLi4umDBhAlatWoWFCxdi6dKlFZ4/e/YsAgMDH5uRyNSwCBHRE4mKikJOTg7GjBmDhIQEXLp0Cbt27cLEiROhUqlga2uLyZMn44033sAff/yBs2fPIjIyEjJZxb9++vTpg0WLFuHPP//EiRMnMHXq1Apnd8aNGwdnZ2c8/fTTOHDgANLT07Fv3z7MmDGj2hcL9Pb2xoQJEzBp0iRs2rRJc4z169dr9pHL5YiMjMTs2bPRsmVLdOvW7ZHHDA0NRUFBAc6dO/fY92/ZsiViY2Nx+PBhpKSk4OWXX0ZmZqbm+eqMVWJiIoqKitCjRw/Ntjlz5mDz5s24ePEizp07h61bt6JNmzaa54uKipCYmIgBAwZUa5yITAmLEBE9EQ8PDxw6dAgqlQoDBgxA+/btMXPmTDg6Omr+Af/000/Rs2dPREREoF+/fujRo0eluUaff/45PD090bNnT4wdOxavv/56ha+krK2tER8fDy8vL4wYMQJt2rTB5MmTUVxcDHt7+2rnXbx4MZ599lm88soraN26NV566SUUFhZW2Gfy5MlQKpWYOHHiY4/XsGFDDB8+vMqv7P7p7bffRseOHREWFoaQkBC4u7tj2LBhFfZ53Fht3rwZ4eHhMDP738wGc3NzzJ49Gx06dECvXr0gl8uxdu3aCq/x8vJCz549H5uRyNQIYnXO5xIR6VhISAgCAgKwcOFCqaNUcuDAAfTt2xfXrl2Dm5vbY/c/ffo0+vfvj0uXLlU5aVyXOnTogLfffrvC5Qkep2vXrpgxYwbGjh1bh8mI6ieeESIi+ktJSQmuX7+OefPmYeTIkdUqQUB5Ofn444+Rnp5ep/mUSiWeeeYZDBo0qNqvycrKwogRIzBmzJg6TEZUf/GMEBFJwhDPCK1YsQKTJ09GQEAAfv/9dzRu3FjqSERUx1iEiIiIyGTxqzEiIiIyWSxCREREZLJYhIiIiMhksQgRERGRyWIRIiIiIpPFIkREREQmi0WIiIiITBaLEBEREZms/wc8tYwaXGDAtQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "err = fom - rom\n",
    "_ = err.transfer_function.mag_plot(w)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d41a94f1",
   "metadata": {},
   "source": [
    "and its Bode plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "34551584",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Ux8b11KlpPcU1qa8OjQLq9EUZpO4tGuinB3pq8oKdmrxwh+al5Wj167/ouWs66MqODIEBAAC/8XCzqEfLIPVoGaR/DI3SroMFmrslW3NTc7R6z2GlHshX6oF8vTFvu7w9rGod6qdmQT7y93RTSblDmUePa/XuwyosObnYjZ/NTZOubq9r4hrV+ZENNjer/n1dR103Zbm+XrNPV8WEq1ctXg0aAGo7ioV/YNmyZfL1dc3eal8m79ULs9NOFvl0sphnP1Xt+3W1ut9vd0inHjuzKOgqDDkUFuClxvW91KielxrV91KTQG+1CvVTqxDfOjmsA+dnc7PqoQGtNbRjQz381Xpt2JenhE/Xan5aYz19VRT/bgAAwFk1D/bVPcG+uqdXCx0qKNb8tBzN3ZKtFbsOK+94qVL2HlXK3qNnPC/I10M3d2uqOy+NZLjt73RuGqjbu0dq2rLdmjBjo+Y81Es+Nj5uAkBNxH+9a6gTZeU6XFhi2vk9rBa5Ww25WS1yP/W7u9UiN6shj1M/bW5W+djc5OPx209vm5u83a2q5+2u+j4eCvT2UH0fD/l5GFq1eL6GDe31p1bLQ93VKtRP08f00Btzt2vywh2avnafVu0+pNduiFWXyECz4wEAABfWwNem67tE6PouEbLbHdp5sEDbsguUcbhIRSVlMgxDYf6eim7kr+jwql9RubZ4dFAbJaVma//R43rp5616+qr2ZkcCAFyEGlksXLx4sV566SWtWbNGBw4c0DfffKPhw4eftk9iYqJeeuklZWVlKSYmRm+99Za6du1a6XMYhqHevXvLYrHowQcf1C233FLFr+LPuSomXJc0byBD0slRD4Ysxsncv24zZOjXERGGIVkM47Ttp55Wcd/yP8+VoYr9DMOQ1TDkbjVktRhVPtSitLRUZ5kWBrgg7laLHhnURr3bBOvBz1O09/Bx3fB/yzX28lZ6oF8rVsYGAADnZbEYJ0e2hPqZHaXG8bG56fkRHXTb1FX6cPluDYtpqM5N+dIWAGqaGlksLCwsVExMjO68806NGDHijMe/+OILjR8/XlOmTFG3bt30+uuva9CgQdq6datCQkIkSbGxsSorKzvjuXPmzFF4eLiWLFmiRo0a6cCBA+rfv786dOigjh07Vvtrq6x63h4MewDOIT4yUD892FNPf7tZM9bt15vztmvFrkN648ZYFj8BAACoRr1aB+u6zo319Zp9euzrDZo1rifzjANADVMji4WDBw/W4MGDz/n4q6++qtGjR2vUqFGSpClTpmjWrFmaOnWqHn/8cUlSSkrKH56jUaNGkqSGDRtqyJAhWrt27TmLhcXFxSou/m213vz8fEkne8uVlpZW+nXVZb++T7xfrqUmt4uXVXpxRHtd2iJQE79L1ar0wxryxi96YUS0Lm9T8yfcrsltU5vRLq6JdrlwvFcA/ownr2ynhVsPaufBQr09f4ceGdTG7EgAgAtQI4uFf6SkpERr1qzRhAkTKrZZLBb1799fy5cvr9QxCgsLZbfb5efnp4KCAs2fP1833HDDOfd//vnnNWnSpDO2z5kzR97e3hf+IuqwpKQksyPgLGpyu7hJejBK+nC7VfsKS3Xvx+vUp6Fdw5rY5VYLhr7X5LapzWgX10S7VF5RUZHZEQDUYPW8PfTPq9trzCdrNWXRTl0RHaboRgFmxwIAVFKtKxbm5uaqvLxcoaGhp20PDQ1VWlpapY6RnZ2ta665RpJUXl6u0aNHKz4+/pz7T5gwQePHj6+4n5+fr4iICA0cOFD+/v4X8SrqntLSUiUlJWnAgAEscOJCalO73FRm179/3qaPVmRo4QGLDlnq6bUbOqppYM0s6NemtqlNaBfXRLtcuF9HSQDAxRrcoaGGdAjTjxuz9OjXG/RtwqXyqA3f1AJAHVDrioVVoXnz5lq/fn2l97fZbLLZbGdsd3d350PJBeI9c021oV3c3aVnhndQz9YhevTr9dq4P1/DJ6/QcyM66KqYcLPjXbTa0Da1Ee3immiXyuN9AlAVnrk6Wst3HtKWA/mavHCHHuzf2uxIAIBKqHVf7QQFBclqtSo7O/u07dnZ2QoLC6vWcycmJioqKuoPeyECMNeAqFD9OK6n4iPrq6C4TOM+W6fHp2/Q8ZJys6MBAADUKkG+Nj1zdbQk6e35O5SaSa9lAKgJal2x0MPDQ507d9a8efMqttntds2bN0/du3ev1nMnJCQoNTVVycnJ1XoeAH9OeD0vfTb6Ev318pYyDOnz5L26OnGJtmUfMzsaAABArTK0Y0Nd0T5MZXaHHvlqvUrL7WZHAgCcR40sFhYUFCglJaViReP09HSlpKQoIyNDkjR+/Hi99957+vDDD7VlyxaNGTNGhYWFFasjA4Cb1aKHB7bRJ3d1U7CfTduyC3TV20v02aoMORwOs+MBAADUCoZh6J/Do1XP212pB/L1+txtZkcCAJxHjSwWrl69WnFxcYqLi5N0sjgYFxeniRMnSpJGjhypl19+WRMnTlRsbKxSUlI0e/bsMxY9AYAeLYP00wM91at1sE6U2jVhxkb99bN1yj9RanY0AACAWiHYz6bnrukgSZq8cKeW7cg1OREA4I/UyGJhnz595HA4zrhNmzatYp+xY8dqz549Ki4u1sqVK9WtW7dqz8WchUDNFORr07Q74jVhcFu5WQz9sOGAhr65ROv3HjU7GgAAQK0wpEND3dQ1Qg6H9OAXKTpUUGx2JADAOdTIYqGrYs5CoOayWAzd27uFvryvuxrX91LG4SJdN2WZ/vPLLtntDEsGAAD4syYOba+WIb7KOVasR7/ewNQvAOCiKBYCwO90alJfs8b11ODoMJWWO/TsrC2668NkHS4sMTsaAABAjeblYdVbN8XJw82i+Wk5mrp0t9mRAABnQbEQAP5HgJe7Jt/SSc8Oj5aHm0ULth7U4DcWa8WuQ2ZHAwAAqNHaNfTXk1e2kyQ99+MWLdvJ/IUA4GooFgLAWRiGoVsvaapvEy5Vi2AfZecX6+b3Vujfs9NUXFZudjwAAIAa6y+XNNXw2HCV2x1K+GStMg4VmR0JAPA7FAurEAucALVPu4b++v6vl+n6zo1ld5xcwe/qt5dq0/48s6MBAADUSIZh6IVrOyqmcYCOFJXq9g9WseAJALgQioVViAVOgNrJ28NNL10foym3dlIDHw+lZR3T8MSlen3uNpWW282OBwCopMjISHXs2FGxsbHq27ev2XGAOs3T3ar3buuixvW9lJ5bqFHTkpV/otTsWFWmtNyuI4Ulyjl2QplHj2vv4SJl55/QsROlKmfxPAAuzs3sAABQU1wR3VBdIgP1j5mb9NOmLL0+d7vmbsnWK9fHqk2Yn9nxAACVsGzZMvn6+podA4CkEH9PfXRnV103Zbk27MvTbe+v0kd3dZW/p7vZ0SrleEm5Nu7P07bsY9qefUw7DhYoK++EDhWW6GjRHxc+Pdws8vawKtDbQ0F+NoX42RTk467D+w2VbzigFiH+atrAW/W8PZz0agDgNxQLAeACBPnaNPmWTvpufaYmfrtZm/bna9hbS/TggFa6p2dzuVnpsA0AAFBZzYN99dGdXXXr+yuVsveobn5vhabeHq8Qf0+zo53B4XBo/b48Ldp6UMt25mpdxlGVnGeUiWFI7haLLBappMyuXzsVlpTZVVJm19GiUu3KLfzdM6z6LmNjxb0AL3c1beCt5kE+ahPmr7YN/dQ2zE9h/p4yDKMaXiUAUCwEgAtmGIaujm2kS5o30IQZGzU/LUf/nr1VP6w/oOdHdFBMRD2zIwJAjbN48WK99NJLWrNmjQ4cOKBvvvlGw4cPP22fxMREvfTSS8rKylJMTIzeeustde3atdLnMAxDvXv3lsVi0YMPPqhbbrmlil8FgIsR3ShAn959iW59f6U27c/XNZOX6f07uqhtmL/Z0SRJaVn5+i4lU99vyNTew8dPeyzU36Z2Df3VOtRPrUJ81bi+txr4eqiBj4cCvNxP+yLZ4XCouMyu4yXlKiwp0/GSch0qLFHOsWLl5J9Qdt5xrUvbJfkEKuPwceUcK1be8VJt2JenDfvyJGVWHCvAy11twk4WDtuH+6tDo3pqFeord764BlAFKBZWocTERCUmJqq8nJVSgbog1N9T79/eRV+t2adnf0hV6oF8DZ+8VLd3j9TDA1vLr4YMoQEAV1BYWKiYmBjdeeedGjFixBmPf/HFFxo/frymTJmibt266fXXX9egQYO0detWhYSESJJiY2NVVlZ2xnPnzJmj8PBwLVmyRI0aNdKBAwfUv39/dejQQR07dqz21wbg/KLC/fXN/T10xwfJSs8t1PDEpXrm6mhd37mxKT3oSsvt+mlTlqYtTdfajKMV2709rOrTJlg9WgTp0pZBimzgXel8hmHI090qT3er6vucHF7c6vfnLC3Vj+U7NGRIV7m7u6uopEwZh4u0O7dIOw8WKC3rmNIO5GtXbqHyjpdqVfphrUo/XPF8m5tFUeH+imlcTx0aBahj4wA1D/aV1UIPRAAXhmJhFUpISFBCQoLy8/MVEBBgdhwATmAYhm7oEqG+bUL0r1mpmpmSqWnLduunTQf09LD2uiI6jCEiAFAJgwcP1uDBg8/5+KuvvqrRo0dr1KhRkqQpU6Zo1qxZmjp1qh5//HFJUkpKyh+eo1GjRpKkhg0basiQIVq7du05i4XFxcUqLv5tddb8/HxJJz/Ml5bWnkUYqtOv7xPvl+tx1bYJ9/fQF6Pj9fBXG/XLjkN67OsNStqcpaeHtVOIn80pGQ4VluiL5H36dNVeZR87+d8Ad6uhPq2DNbRDmPq2CZaXh7Vi/7N9QXGx/rdd3A2pRQMvtWjgpX5tGlTsV1xm186DBdqWfbKAmHrgmDbuz1dBcZnWZRzVuv8pbkY19FPHRgGKbuSvDo381aS+tywUECvNVf9eQNtcjMq+VxQLAaAKBPvZ9PqNcbquc4SenLlRuw8Vacwna9WzVZCevDKKBVAA4E8oKSnRmjVrNGHChIptFotF/fv31/Llyyt1jMLCQtntdvn5+amgoEDz58/XDTfccM79n3/+eU2aNOmM7XPmzJG3t/eFv4g6LCkpyewIOAdXbZsRQZJ/saGf9lmUtCVHv2zL1sBGdvVu6JBbNY2y3VcoLT5g0ZpcQ2WOk4U0P3eHLg2169JQh/w9MqW9mVqwt3rO/3uVbRcPSR0ldQyVbgiRck9IGQWG9hYa2ltgaG+hVFRSrtV7jmr1nqMVz/O2OhTp51AzP4ci/aSmvg7ZrOc6C37lqn8voG0uRFFRUaX2o1gIAFXoslZBmv1gL01esENTFu3SL9tzNfiNxbq5WxM91L+1Gvg651txAKhNcnNzVV5ertDQ0NO2h4aGKi0trVLHyM7O1jXXXCNJKi8v1+jRoxUfH3/O/SdMmKDx48dX3M/Pz1dERIQGDhwof3/XmEfN1ZWWliopKUkDBgyQuztTc7iSmtA2QyXde+CYnvh2szbuz9d3GVatPGrT3ZdF6tq48CqZ7qWkzK6fU7P1ycq9WvO73ngdGvnr9kuaaHB0mDyqqzp5FlXdLuV2h3blFmrj/jxt2p+vjZn52nLgmIrK7Eo9aij16Mn9LIbUNsxPnZrUU2xEPXVqEqDG9bwYHXNKTfh7qatomwv360iJ86FYCABVzNPdqvED2+i6zhF6/qct+mlTlj5ekaFvUzI17vJWuq1HU9nc+PoWAJypefPmWr9+faX3t9lsstnO/ILH3d2dDyQXiPfMdbl623RsEqhvEy7T9LX79MqcbcrKP6F//bhVryRt1xXtw3R9lwh1b97ggobU2u0Ordt7RD9tzNLMlEzlFpwcauxmMXRFdJhGXdpMnZrUM7VQVlXt4i4pqpGHohrV18hT20rL7dpyIF9r9hzR2oyjWrvniPYfPa7UAyeHM3+88mTXycb1vXRZyyD1aBmkHi0aKIgvvF3+76Uuo20qr7LvE8VCAKgmTRp4651bO2vFrkP65w+p2pyZr3/9uEXTlu3WA/1aaUSnRqetkAcAOLugoCBZrVZlZ2eftj07O1thYWEmpQLgDBaLoeu7ROiq2HB9vWafPli6WztyCjQzJVMzUzIV5Ouhy1oGqXPT+ooK91dEfW818LXJajHkcDiUf6JMew8XKS3rmNbsOaJ5W7KVc+y3+UhD/Gy6uVsT3dS1iUL9PU18pc7hbrWoY+N66ti4nkZdenLbgbzjWrvn6KkC4hFt2p+nfUeO6/Pkvfo8+WTxsF1Df13WsoEubRmkS5o3kKc7X3wDtRnFQgCoZpc0b6Dvxl6m6Wv26eU5W7X/6HE9Nn2DpizaqQcHtNbQDg2ZZBoA/oCHh4c6d+6sefPmafjw4ZIku92uefPmaezYsdV67sTERCUmJqq8vLxazwPgj9ncrLqlW1Pd3LWJUvYe1ddr9um79ZnKLSipKBz+noebRaXldjkcZx7Lz+amy9uFaHB0Q/VrFyL3Ov7lbcMAL13Z0UtXdmwoSSosLtOq3Ye1dHuulu48pC0H8itu7/2SLm8Pq3q1Clb/qFD1bRPMNDtALUSxsApxMQngXKwWQzfER2hYTLg+XrFHkxfu0K7cQo37bJ0mL9ih8QNaa0BUKHPDAKizCgoKtGPHjor76enpSklJUWBgoJo0aaLx48fr9ttvV5cuXdS1a1e9/vrrKiwsrFgdubokJCQoISFB+fn5CggIqNZzATg/wzAU16S+4prU11PD2mttxhEt25GrDfvztC3rmLLyT8juODkf4a8a+HioebCPYiPqqXuLk73jmBLm3HxsburbJkR924RIknILirVs5yEt3Z6rRdsOKiv/hGZvztLszVmyGFLnpvXVr12oBkaFqnmwr8npAVQFioVViItJAOfj5WHV6F7NdVO3Jpq6JF3vLd6ltKxjuue/axTTOEDjB7ZRr1ZBFA0B1DmrV69W3759K+7/urjI7bffrmnTpmnkyJE6ePCgJk6cqKysLMXGxmr27NlnLHoCoO7wcLPokuYNdEnzBhXbSsvtOnaiTMdLy+VhtcjX5iYvDwqDf0aQr01XxYTrqphwORwObc7MV1JqtuZuydbmzHwl7z6i5N1H9MJPaWof7q+rY8M1tGO4wut5mR0dwEWiWAgAJvC1uWlcv1a6rXtT/d/iXZq2dLfW78vT7VNXKT6yvsYPaKPuLRqc/0AAUEv06dNHjrONF/ydsWPHVvuwYwA1m7vVokAfD7Nj1FqGYSi6UYCiGwXooQGttf/occ3fkq05qdlavvOQNmfma3Nmvp77MU1dmwXq6thwDYsJl38VrF4NwHkoFgKAiep5e+hvV7TVnZc20zsLd+rjlXuUvPuIbnpvhXq0aKCHB7ZW56aBZscEAAAAztConpf+0j1Sf+keqcOFJfpx4wF9l5KpVbsPa1X6yduzP2zRVTHhurlbE3VsHMAIGqAGqNszuQKAiwj2s2nisCgtfrSv/nJJU7lbDS3beUjXvrNcd3ywShv35ZkdEQDqpMTEREVFRSk+Pt7sKADg0gJ9PHTrJU315X3dtfTxyzVhcFu1DPHV8dJyfbF6r65OXKrhk5fpp40HVG7/457kAMxFsRAAXEhYgKf+OTxaCx7po5FdImS1GFq49aCGvb1Eoz9arS0H8s2OCAB1SkJCglJTU5WcnGx2FACoMRrV89K9vVso6aFe+vLe7romrpE83Cxav/eoxnyyVv1eWahPV2aotNx+/oMBcDqKhQDgghrX99aL13XUvPG9NSKukSyGlJSarSFv/qLHvl6v7PwTZkcEAAAA/pBhGOraLFCvjYzV0r9drr9e3lIBXu7afahIf/9mo/q/ukjfpuyXnZ6GgEuhWFiFGKYCoKpFBvno1ZGxmvNQL13ZoaEcDunL1fs04PUl+mmvoaKSMrMjAgAAAOcV7GfTwwPbaNnjl2vi0CgF+dq051CRHvg8RcPeXqIVuw6ZHRHAKRQLqxDDVABUl5Yhfkq8pZOmj+mhuCb1dLzUrtn7rBr4+lJ9tXov38YCAACgRvCxuenOy5pp0aN99PCA1vKzuWlzZr5ufHeFHv1qvQ4XlpgdEajzKBYCQA3SuWl9zRjTQ2/c0FENbA5lHyvWo19v0HVTlik1k/kMAQAAUDP42Nz0136ttOixvrq5WxNJ0ldr9qnfKws1fc0+ORx8GQ6YhWIhANQwhmFoSIcw/T22XI8NaiUfD6vWZhzVsLeX6J8/pKqgmKHJAFBVmGYGAKpXoI+Hnrumg6aP6aG2YX46UlSqh79ar7GfrVPe8VKz4wF1EsVCAKih3CzS6Muaae7DvXVlh4Yqtzv0/pJ09XtloX7YkMm3sQBQBZhmBgCco3PT+vr+r5fp0UFt5GYxNGvDAQ154xcl7z5sdjSgzqFYCAA1XMMALyXe0kkf3tlVkQ28lZ1frLGfrtPoj1YrK49VkwEAAFAzuFstSujbUl+P6aGmDby1/+hxjfy/5Xp38U6+CAeciGIhANQSvVsHa/aDvfRg/1bysFo0d0uOBry2SF8kZ3BxBQAAgBojNqKeZo3rqRGdGsnukJ77MU0Pf7VeJ0rLzY4G1AkUCwGgFvF0t+rB/q31w7jLFBNRT8dOlOlv0zfqL++v0t7DRWbHAwAAACrF1+amV66P0aSr2stqMTRj7X7d9N4K5Rxj5AxQ3SgWAkAt1DrUTzPG9NATQ9rJ5mbRkh25GvT6Yn26kl6GAAAAqBkMw9DtPSI1bVS8/D3dtC7jqK5JXKbduYVmRwNqNYqFAFBLWS2GRvdqrtkP9lLXyEAVlZTr799s1N0frtbBY8VmxwMAAAAqpWerYM1MuFSRp+YxvG7KcqVl5ZsdC6i1KBZWocTEREVFRSk+Pt7sKABQoVmQjz6/5xI9eWU7eVgtmpeWoyteX6y5qdlmRwMAl8f1HQC4hubBvvrqvh5qG+an3IJijfy/FVqbccTsWECtRLGwCiUkJCg1NVXJyclmRwGA01gshu7u2Vzf/fVStQ3z06HCEt390WpNmLFBhcVlZscDAJfF9R0AuI5gP5u+uKe7OjWpp7zjpbr1PyuVvPuw2bGAWodiIQDUIW3D/PXt2Et1T6/mMgzps1V7NeztJUrNZBgHAAAAXF+At7s+vrubLmsZpKKSct35QbI27sszOxZQq1AsBIA6xuZm1d+HtNMnd3dTmL+ndh0s1PDJS/XJyj0sfgIAAACX5+3hpvdu66KuzQJ1rLhMt01dqW3Zx8yOBdQaFAsBoI7q0SJIPz7QU5e3DVFJmV1PfLNJYz9bp/wTpWZHAwAAAP6Ql4dV79/eRTGNA3SkqFS3/GclqyQDVYRiIQDUYYE+HvrPbV30xJB2crMYmrXhgIa+uYShHAAAAHB5fp7u+vDOrmob5qeDx4p1+werdLiwxOxYQI1HsRAA6jiLxdDoXs311X3d1bi+lzIOF+naKcv0ZfJes6MBAAAAf6iet4c+uqurGtf30p5DRbrno9UqLis3OxZQo1EsBABIkuKa1NescT3Vv12oSsrsemz6Bv39m41cbAEAAMClhfh56oM74uXn6abVe47osa83MBc38CdQLAQAVAjwcte7f+mshwe0lmFIn67M0I3vrlBW3gmzowGAKRITExUVFaX4+HizowAA/kCrUD+9c0tnuVkMfZuSqdfnbjc7ElBjUSwEAJzGYjH0136tNPWOePl7umldxlENfesXrdx1yOxoAOB0CQkJSk1NVXJystlRAADncVmrID07PFqS9Ma87Zq96YDJiYCaiWIhAOCs+rYJ0fd/vUxtw/yUW1CiW/6zUl8kZ5gdCwAAADinG7s20d2XNZMkPfLVBu08WGByIqDmoVgIADinpg189M39l2pox4Yqszv0t+kb9ewPqSq3MwcMAAAAXNPjg9uqa7NAFRSXaczHa1RUUmZ2JKBGoVgIAPhDXh5WvXVTnB7q31qS9J8l6Rr90WodO1FqcjIAAADgTG5Wi96+KU7BfjZtyy7Q49M3suAJcAEoFgIAzsswDD3Qv5XevjlONjeL5qfl6Lp3lmvv4SKzowEAAABnCPH3VOLNnWS1GPpufab+u2KP2ZGAGoNiIQCg0oZ2DNeX93ZXiJ9NW7OPaXjiUq3fe9TsWAAAAMAZujYL1ITBbSVJz87aoq1Zx0xOBNQMFAurUGJioqKiohQfH292FACoNjER9fTd2MvUPtxfhwpLdOO7KzQ/LdvsWAAAAMAZ7rqsmfq0CVZJmV3jPlunE6XlZkcCXB7FwiqUkJCg1NRUJScnmx0FAKpVWICnvri3u3q1Dtbx0nLd/eFqfbqSlZIBAADgWgzD0EvXxSjI10Nbs4/phZ/SzI4EuDyKhQCAi+Jrc9P7t3fR9Z0by+6Q/v7NRr0yZyuTRwMAAMClBPvZ9NJ1MZKkact2a0FajsmJANdGsRAAcNHcrRb9+7qOeqBfK0nSW/N36OGv1qukzG5yMgCoGkwzAwC1Q9+2IbqjR6Qk6dGv1+twYYm5gQAXRrEQAPCnGIahhwa01ovXdpDVYmjG2v2668NkHTtRanY0APjTmGYGAGqPxwe3VetQX+UWlOip7zabHQdwWRQLAQBVYmR8E/3n9i7y9rDql+25Gvl/K5RbUGx2LAAAAECS5Olu1cvXx8hqMfT9+kzN3nTA7EiAS6JYCACoMn3bhOiLe7oryNdDqQfydcOU5dp/9LjZsQAAAABJUsfG9XRf7+aSpCdnbmI4MnAWFAsBAFWqQ+MAfXVfDzWq56VduYW67p1l2pFTYHYsAAAAQJI0rl8rtQn1YzgycA4UCwEAVa5ZkI++HtNdLYJ9dCDvhG74v+XatD/P7FgAAACAbG7/Oxw5y+xIgEuhWAgAqBYNA7z01X091KFRgA4Xluimd1do5a5DZscCAAAA1KFxQMVw5Ke+26R8FucDKlAsBABUm0AfD306upu6NQvUseIy3TZ1lRak5ZgdCwAAANBfL2+lyAbeys4v1ss/bzU7DuAyKBYCAKqVn6e7Pryzq/q1DVFxmV2jP1qt79Znmh0LAAAAdZynu1X/uqaDJOm/K/ZobcYRkxMBroFiIQCg2nm6WzXlL501PDZcZXaHHvx8nb5Zt8/sWAAAAKjjLm0ZpBGdGsnhkP4+Y6NKy+1mRwJMR7EQAOAU7laLXr0hVjd1jZDdIY3/cr2+XkPBEAAAAOZ68soo1fd2V1rWMf3nl3Sz4wCmo1gIAHAai8XQv4Z30C3dmsjhkB79er2+TN5rdiwAAADUYYE+HnriyihJ0hvztmn/0eMmJwLMRbEQAOBUFouhZ4dH6y+XNJXDIT02fYM+X5VhdiwAOKvExERFRUUpPj7e7CgAgGp0badGio+srxOldj03a4vZcQBTUSwEADidYRh65ur2uqNHpCTp8Rkb9cnKPeaGAoCzSEhIUGpqqpKTk82OAgCoRoZhaNJV0bIY0qyNB7R0R67ZkQDTUCwEAJjCMAw9NSxKd13WTJL0xDebmMMQAAAApokK99dfLmkqSXrqu80sdoI6i2LhOaSnp6tv376KiopShw4dVFhYaHYkAKh1DMPQk1e206hLIyVJj329XrM2HDA3FAAAAOqs8QPaKNDHQztyCvThst1mxwFMQbHwHO644w4988wzSk1N1aJFi2Sz2cyOBAC1kmEYmjg0SjfGn1wl+YHP12l+WrbZsQAAAFAHBXi7629XtJEkvT53u3KOFZucCHA+ioVnsXnzZrm7u6tnz56SpMDAQLm5uZmcCgBqL8Mw9K9rOujq2HCV2R267+O1zBMDAAAAU1zfOUIxjQNUUFyml37eZnYcwOlqZLFw8eLFGjZsmMLDw2UYhmbOnHnGPomJiYqMjJSnp6e6deumVatWVfr427dvl6+vr4YNG6ZOnTrpueeeq8L0AICzsVoMvXx9jAZGhaqkzK67P1yt1bsPmx0LAAAAdYzFYuiZq6NlGNLM9Qe0K9/sRIBz1chiYWFhoWJiYpSYmHjWx7/44guNHz9eTz31lNauXauYmBgNGjRIOTk5FfvExsYqOjr6jFtmZqbKysr0yy+/aPLkyVq+fLmSkpKUlJTkrJcHAHWWu9Wit26OU89WQTpeWq5RHyQrLYurMwAAADhXTEQ9jewSIUn6Ot2qcrvD5ESA89TIsbWDBw/W4MGDz/n4q6++qtGjR2vUqFGSpClTpmjWrFmaOnWqHn/8cUlSSkrKOZ/fqFEjdenSRRERJ//DMGTIEKWkpGjAgAFn3b+4uFjFxb/NY5Cff/KDbWlpqUpLSy/otdVVv75PvF+uhXZxXbW5bSySEm+M0Z0frdHqPUd1+/ur9OU9XRVez8vsaOdVm9ulJqNdLhzvFQAA0qOD2ujHjQe0v6hMM9bt182XNDM7EuAUNbJY+EdKSkq0Zs0aTZgwoWKbxWJR//79tXz58kodIz4+Xjk5OTpy5IgCAgK0ePFi3Xvvvefc//nnn9ekSZPO2D5nzhx5e3tf+Iuow+jB6ZpoF9dVm9vm2hBpX45VWceKdcPkxXqgfbl83M1OVTm1uV1qMtql8oqKisyOAACA6Rr42pTQp7men71Nr83doaviIuRrq3VlFOAMte5feW5ursrLyxUaGnra9tDQUKWlpVXqGG5ubnruuefUq1cvORwODRw4UEOHDj3n/hMmTND48eMr7ufn5ysiIkIDBw6Uv7//xb2QOqa0tFRJSUkaMGCA3N1rSDWgDqBdXFddaZtLe5/Q9e+uVHZ+sb7OCdKHd3SWp7vV7FjnVFfapaahXS7cr6MkAACo627p1kTvLdiqgwUlmrJwpx4Z1MbsSEC1q3XFwqpyvqHOv2ez2WSz2c7Y7u7uzoeSC8R75ppoF9dV29umSZC7Prqzm66fskxrM45q/Neb9M4tneRmde0pd2t7u9RUtEvl8T4BAHCSzc2iq5raNXWbVe/9sks3dWuiRjVgehzgz3DtT1sXISgoSFarVdnZ2adtz87OVlhYWLWeOzExUVFRUYqPj6/W8wBAXdImzE/v3dZFHm4WJaVma+J3m+VwMME0AAAAnKNjoENdI+uruMyuf8+u3IhFoCardcVCDw8Pde7cWfPmzavYZrfbNW/ePHXv3r1az52QkKDU1FQlJydX63kAoK7p1ryB3rwxVoYhfboyQ+8u3mV2JAAAANQRhiH9fXAbGYb0bUqm1mUcMTsSUK1qZLGwoKBAKSkpFSsap6enKyUlRRkZGZKk8ePH67333tOHH36oLVu2aMyYMSosLKxYHRkAUPNcEd1QE4dGSZJemJ2mnzdnmZwIAAAAdUX7cH+NiGssSXp21hZGuqBWq5HFwtWrVysuLk5xcXGSThYH4+LiNHHiREnSyJEj9fLLL2vixImKjY1VSkqKZs+efcaiJwCAmuWOHpH6yyVN5XBID36eok3788yOBAAAgDrisSvayMvdqjV7jmjWxgNmxwGqTY0sFvbp00cOh+OM27Rp0yr2GTt2rPbs2aPi4mKtXLlS3bp1q/ZczFkIANXLMAw9NSxKPVsF6Xhpue76MFlZeSfMjgUAAIA6INTfU/f1biFJev7HNJ0oLTc5EVA9amSx0FUxZyEAVD83q0WJt3RSqxBfZecX6+6PklVUUmZ2LAAAANQBo3s1U5i/p/YfPa7/Lt9jdhygWlAsBADUOP6e7pp6R7wCfTy0aX++Hvw8RXY788YAqHqMHAEA/J63h5vGD2gtSXp7wQ7lFZWanAioehQLAQA1UkSgt979S2d5WC2ak5qt1+ZuMzsSgFqIkSMAgP91befGah3qq7zjpZq8aIfZcYAqR7EQAFBjdYkM1AvXdpAkvTV/h35iomkAAABUM6vF0N+uaCtJ+mDpbmUePW5yIqBqUSysQgxTAQDnG9Gpse66rJkk6eGv1istK9/kRAAAAKjtLm8boq7NAlVSZterSYxwQe1CsbAKMUwFAMwxYXBbXdqygYpKynXPR2t0tKjE7EgAAACoxQzD0ITBJ3sXTl+7jy+sUatQLAQA1HhuVovevqmTGtf3UsbhIv31s3UqK7ebHQsAAAC1WFyT+hrSIUwOh/TiT2lmxwGqDMVCAECtUN/HQ+/d1kVe7lb9sj1X//55q9mRAAAAUMs9Oqit3CyGFmw9qOU7D5kdB6gSFAsBALVGu4b+evn6GEnSu4t36bv1mSYnAgAAQG3WLMhHN3VtIkl64actcjgcJicC/jyKhVWIBU4AwHxXdmyoMX1aSJIen75BO3KOmZwIAAAAtdm4fq3k42HV+n15mrXxgNlxgD+NYmEVYoETAHANjwxsox4tTi54ct/Ha1VYXGZ2JAAAANRSwX423dPr5JfVL/28VSVlzJ2Nmo1iIQCg1rFaDL15U5xC/W3akVOgCTM2MiQEAAAA1ebuns0U5GvTnkNF+mxVhtlxgD+FYiEAoFYK8rXp7Zs7yWox9N36TH28Yo/ZkQAAAFBL+djc9GD/VpKkN+dtVwEjW1CDUSwEANRa8ZGBmjC4rSTpmR9SlbL3qLmBAAAAUGuNjI9QsyAfHSos0dQl6WbHAS4axUIAQK1212XNNDg6TKXlDiV8slZHCkvMjgQAAIBayN1q0fgBrSVJ7y3exXUnaiyKhQCAWs0wDP37uo5qFuSj/UeP66EvU2S3M38hAAAAqt6VHRoqqqG/jhWX6Z1FO82OA1wUioVVKDExUVFRUYqPjzc7CgDgd/w83TX5lk7ydLdo4daDSlyww+xIAAAAqIUsFkOPDmojSfpw2W5l5Z0wORFw4SgWVqGEhASlpqYqOTnZ7CgAgP/RrqG/nh3eQZL06txtWrYj1+REAAAAqI36tAlWfGR9FZfZ9eb87WbHAS4YxUIAQJ1xXefGujE+Qg6H9OAXKTpUUGx2JAAAANQyhmHosStOLrL3ZfJe7c4tNDkRcGEoFgIA6pSnhrVXqxBf5Rwr1iNfrZfDwfyFAAAAqFrxkYHq2yZYZXaHXk3aZnYc4IJQLAQA1CleHla9dXOcbG4WLdh6UO8vSTc7EgAAAGqhhweenLvwu/WZSs3MNzkNUHkUCwEAdU7bMH/9Y2iUJOnF2WnauC/P5EQAAACobaIbBWhox4aSpJfnbDU5DVB5FAsBAHXSLd2aaHB0mErLHfrrZ2tVUFxmdiQAAADUMg8PbCOrxdD8tByt3n3Y7DhApVAsrEKJiYmKiopSfHy82VEAAOdhGIZeGNFRjep5afehIk2cucnsSAAAAKhlmgX56IYujSVJ//55K/Nlo0agWFiFEhISlJqaquTkZLOjAAAqIcDbXW/cGCurxdCMdfs1fc0+syMBAACglhnXr5U83CxalX5Yi7YdNDsOcF4UCwEAdVqXyEA92K+VJOkf327SroMFJicCUF3S09PVt29fRUVFqUOHDiosLDQ7EgCgDmgY4KXbLmkqSXrp562y2+ldCNdGsRAAUOfd37elujdvoKKScv31s3UqLis3OxKAanDHHXfomWeeUWpqqhYtWiSbzWZ2JABAHXF/35bytblpc2a+ftx0wOw4wB+iWAgAqPOsFkOv3xirQB8Pbc7M16tJ28yOBKCKbd68We7u7urZs6ckKTAwUG5ubianAgDUFYE+Hrq7ZzNJ0qtztqms3G5yIuDcKBYCACAp1N9TL4zoIEl6d/Eurdh1yOREQN2yePFiDRs2TOHh4TIMQzNnzjxjn8TEREVGRsrT01PdunXTqlWrKn387du3y9fXV8OGDVOnTp303HPPVWF6AADO7+6ezRXo46FduYWavpa5suG6KBYCAHDKwPZhGtklQg6H9PCX65V/otTsSECdUVhYqJiYGCUmJp718S+++ELjx4/XU089pbVr1yomJkaDBg1STk5OxT6xsbGKjo4+45aZmamysjL98ssvmjx5spYvX66kpCQlJSU56+UBACBfm5vu79NCkvT63O06UcrUN3BNjL0AAOB3Jg6L0or0Q9pzqEhPfbtZr42MNTsSUCcMHjxYgwcPPufjr776qkaPHq1Ro0ZJkqZMmaJZs2Zp6tSpevzxxyVJKSkp53x+o0aN1KVLF0VEREiShgwZopSUFA0YMOCs+xcXF6u4uLjifn5+viSptLRUpaV8kVAZv75PvF+uh7ZxTbSLa6rqdrmxc7j+88suHcg7oY+WpWtUj6ZVcty6iL+ZC1fZ94piIQAAv+Njc9OrN8Tq+inL9M26/bq8bYiGxYSbHQuo00pKSrRmzRpNmDChYpvFYlH//v21fPnySh0jPj5eOTk5OnLkiAICArR48WLde++959z/+eef16RJk87YPmfOHHl7e1/4i6jD6MHpumgb10S7uKaqbJc+QYY+z7fqjaQ0BRzaLE9rlR26TuJvpvKKiooqtR/FQgAA/kfnpvU1tm9LvTl/h574ZqO6RNZXwwAvs2MBdVZubq7Ky8sVGhp62vbQ0FClpaVV6hhubm567rnn1KtXLzkcDg0cOFBDhw495/4TJkzQ+PHjK+7n5+crIiJCAwcOlL+//8W9kDqmtLRUSUlJGjBggNzd3c2Og9+hbVwT7eKaqqNdBpbbtfKtZUo/VKRM3zYa27dFlRy3ruFv5sL9OlLifCgWVqHExEQlJiaqvJx5BwCgpvtrv1ZatO2g1u/L0yNfrdd/7+wmi8UwOxaAP+F8Q51/z2azyWaznbHd3d2dDyQXiPfMddE2rol2cU1V2S7u7tJDA9to3GfrNHXpHo26rLnqeXtUybHrIv5mKq+y7xMLnFShhIQEpaamKjk52ewoAIA/yd1q0WsjY+XlbtXSHYf0wbLdZkcC6qygoCBZrVZlZ2eftj07O1thYWEmpQIA4OIN7dBQbUL9dKy4TO/9ssvsOMBpKBYCAHAOzYN99cSV7SRJL85O09asYyYnAuomDw8Pde7cWfPmzavYZrfbNW/ePHXv3r1az52YmKioqCjFx8dX63kAAHWLxWJo/MDWkqQPlu5WbkHxeZ4BOA/FQgAA/sAt3Zro8rYhKimz64HP16mkzG52JKBWKigoUEpKSsWKxunp6UpJSVFGRoYkafz48Xrvvff04YcfasuWLRozZowKCwsrVkeuLowcAQBUl4FRoerYOEBFJeV6Z+FOs+MAFSgWAgDwBwzD0IvXdlSgj4fSso7pzXnbzY4E1EqrV69WXFyc4uLiJJ0sDsbFxWnixImSpJEjR+rll1/WxIkTFRsbq5SUFM2ePfuMRU8AAKgpDMPQwwPbSJL+u2KPsvJOmJwIOIliIQAA5xHsZ9Ozw6MlSe8s2qn1e4+aGwiohfr06SOHw3HGbdq0aRX7jB07Vnv27FFxcbFWrlypbt26mRcYAIAq0KtVkOIj66ukzK63F/ClNFwDxUIAACphSIeGGhYTrnK7Qw9/tV4nSsvNjgQAAIAazjAMPXKqd+EXyXu193CRyYkAioUAAFTaM1e1V7CfTTtyCvRq0jaz4wBwAhY4AQBUt27NG6hnqyCVljv0BlPewAVQLAQAoJLq+3jo+Ws6SJLe+2WXVu8+bHIiANWNBU4AAM7w69yFM9bu086DBSanQV1HsRAAgAvQPypU13ZqLIdDeuSr9SoqKTM7EgAAAGq42Ih66t8uVHaH9PpcehfCXBQLAQC4QBOHRSnM31O7DxXp37O3mh0HAAAAtcD4Aa0lSd+vz9SWA/kmp0FdRrEQAIALFODlrhev6yhJmrZst5btzDU5EQAAAGq6qHB/XdmxoSQxPzZMRbEQAICL0Lt1sG7q2kSS9NjXG1RQzHBkAAAA/DkP9W8tiyElpWZr/d6jZsdBHUWxEACAi/TEle3UqJ6X9h05rud+3GJ2HADVgNWQAQDO1DLEV9fENZYkvULvQpiEYmEV4mISAOoWX5ubXrr+5HDkT1dm6JcdDEcGahtWQwYAONsD/VrJzWJo8baDWpV+2Ow4qIMoFlYhLiYBoO7p0SJIt3dvKkn6+zebVcRoZAAAAPwJTRp464b4CEnSyz9vlcPhMDkR6hqKhQAA/El/G9xWkQ28lZVfrJm7+V8rAAAA/py/Xt5SHm4Wrdp9WEsYvQInM+0TzYkTJ8w6NQAAVcrbw00vXR8jw5BWHrQwHBkAAAB/SsMAL93a7eTolZfnbKN3IZzKqcVCu92uf/7zn2rUqJF8fX21a9cuSdI//vEPvf/++86MAgBAlYqPDNRfup1cHfnJmamsjgwAAIA/ZUyfFvJyt2r93qOauyXH7DioQ5xaLHz22Wc1bdo0/fvf/5aHh0fF9ujoaP3nP/9xZhQAAKrcwwNaqoHNocy8E3rhJ1ZHBgAAwMUL9rPpjksjJUmvzNkqu53ehXAOpxYLP/roI7377ru65ZZbZLVaK7bHxMQoLS3NmVEAAKhy3h5uGtnCLkn6eEWGlu88ZHIiAH9WYmKioqKiFB8fb3YUAEAddG+v5vKzuSkt65h+3HTA7DioI5xaLNy/f79atmx5xna73a7S0lJnRgEAoFq0CXBoZJfGkqS/Td+gohKGIwM1WUJCglJTU5WcnGx2FABAHVTP20N392wuSXo1aZvKyu0mJ0Jd4NRiYVRUlH755Zcztn/99deKi4tzZhQAAKrN3wa1UsMAT2UcLtIrc7aZHQcAAAA12J2XRaq+t7t2HSzUzJRMs+OgDnBqsXDixIkaO3asXnzxRdntds2YMUOjR4/Wv/71L02cONGZUQAAqDZ+nu56bkQHSdLUpelas+eIyYkAAABQU/l5uuu+3i0kSW/M26aSMnoXono5tVh49dVX6/vvv9fcuXPl4+OjiRMnasuWLfr+++81YMAAZ0YBAKBa9W0Toms7NZbDIT329XqdKC03OxIAAABqqNu6RyrI16a9h4/rqzV7zY6DWs6pxUJJ6tmzp5KSkpSTk6OioiItWbJEAwcOdHYMAACq3T+GtlOwn007DxbqjXnbzY4DAACAGsrLw6qxfU/2Lnxr3g6+iEa1cnqxEACAuqKet4eeHR4tSXp38S5t2HfU3EAAAACosW7q1kThAZ7Kyj+hT1ZmmB0HtVi1Fwvr16+vwMDASt0AAKhtBrUP09CODVVud+ixrzcwxwwAAAAuis3NqnH9WkmS3lm4Q4XFZSYnQm3lVt0neP311yt+P3TokJ599lkNGjRI3bt3lyQtX75cP//8s/7xj39UdxQAAEwx6ar2WrbzkNKyjmnywh16sH9rsyMBqKTExEQlJiaqvJzhXgAA813bubHeWbRTew4Vadqy3Uro29LsSKiFqr1n4e23315xW7p0qZ555hl99tlnGjdunMaNG6fPPvtMzzzzjBYtWlTdUQAAMEUDX5smXdVekvT2/B3aciDf5EQAKishIUGpqalKTk42OwoAAHK3WvRg/5O9C99dvEv5J0pNToTayKlzFv7888+64oorzth+xRVXaO7cuc6MAgCAUw3t2FADo0JVdmo4clk5w5EBAABw4a6KaaSWIb7KO16qqUvSzY6DWsipxcIGDRro22+/PWP7t99+qwYNGjgzCgAATmUYhp4dHi1/Tzdt3J+nd3/ZZXYkAAAA1EBWi6GHTk1r8/4v6TpaVGJyItQ21T5n4e9NmjRJd999txYuXKhu3bpJklauXKnZs2frvffec2YUAACcLsTfUxOHtdcjX63X63O3a1D7MLUI9jU7FgAAAGqYwdFhahvmp7SsY3p38S49dkVbsyOhFnFqz8I77rhDS5culb+/v2bMmKEZM2bI399fS5Ys0R133OHMKH9o69atio2Nrbh5eXlp5syZZscCANQC13ZqpF6tg1VSZteE6RtltzvMjgQAAIAaxmIxNH7Ayd6F05bt1qGCYpMToTZxas9CSerWrZs++eQTZ5/2grRp00YpKSmSpIKCAkVGRmrAgAHmhgIA1AqGYei5a6I18LXFWrX7sD5ZlaG/XNLU7FgAAACoYQZEhapj4wBt2JenKYt26okro8yOhFrCqT0LMzIy/vDmir777jv169dPPj4+ZkcBANQSjet767FBbSRJL/6Upsyjx01OBAAAgJrGMAw9dKp34UfL9ygn/4TJiVBbOLVYGBkZqWbNmp3zVlmLFy/WsGHDFB4eLsMwzjpEODExUZGRkfL09FS3bt20atWqi8r85ZdfauTIkRf1XAAAzuUv3SPVqUk9FRSX6cmZm+RwMBwZAAAAF6ZP62B1alJPxWV2TV640+w4qCWcWixct26d1q5dW3FbuXKlpkyZotatW+urr76q9HEKCwsVExOjxMTEsz7+xRdfaPz48Xrqqae0du1axcTEaNCgQcrJyanYJzY2VtHR0WfcMjMzK/bJz8/XsmXLNGTIkIt/0QAAnIXVYujFazvKw2rR/LQcfbc+8/xPAgAAAH7HMAw9MvDkiJVPV2YwYgVVwqlzFsbExJyxrUuXLgoPD9dLL72kESNGVOo4gwcP1uDBg8/5+KuvvqrRo0dr1KhRkqQpU6Zo1qxZmjp1qh5//HFJqpiT8I98++23GjhwoDw9Pf9wv+LiYhUX/zaZaH5+viSptLRUpaWl5z0PVPE+8X65FtrFddE2rulC2yUy0FNjejfTG/N36unvNuuSyHoK9PGozoh1En8vF4736jeJiYlKTExUeXm52VEAADirHi2DdEnzQK3YdVhvzd+h50d0MDsSajinL3ByNm3atFFycnKVHKukpERr1qzRhAkTKrZZLBb1799fy5cvv6Bjffnll7rnnnvOu9/zzz+vSZMmnbF9zpw58vb2vqBz1nVJSUlmR8BZ0C6ui7ZxTRfSLk3sUkMvqw4Uler+/8zXba3s1ZisbuPvpfKKiorMjuAyEhISlJCQoPz8fAUEBJgdBwCAs3p4YBtdP2W5vlq9V2N6t1CTBtQicPGcWiz8tcfdrxwOhw4cOKCnn35arVq1qpJz5Obmqry8XKGhoadtDw0NVVpaWqWPk5eXp1WrVmn69Onn3XfChAkaP358xf38/HxFRERo4MCB8vf3r3z4Oqy0tFRJSUkaMGCA3N3dzY6DU2gX10XbuKaLbZemsXm64d2VWpNr0X2DO6tP6+BqTFn38Pdy4f73mg0AALi2+MhA9WwVpF+25+rN+dv18vVnjuwEKsupxcJ69erJMIzTtjkcDkVEROjzzz93ZpTzCggIUHZ2dqX2tdlsstlsZ2x3d3fnQ8kF4j1zTbSL66JtXNOFtkuXZkG689Jm+s+SdD313RbNGR8iX5tLdP6vVfh7qTzeJwAAap6HB7bRL9tzNWPtPt3fp4WaB/uaHQk1lFM/iSxYsOC0+xaLRcHBwWrZsqXc3KomSlBQkKxW6xmFvuzsbIWFhVXJOc6FOW0AABdr/MDW+jk1S3sPH9e/Z6fpmaujzY4EAACAGiQ2op76tQ3RvLQcvTFvu964Mc7sSKihnLoasmEYuvTSS9W7d2/17t1bPXv2VNu2bSVJixcvrpJzeHh4qHPnzpo3b17FNrvdrnnz5ql79+5Vco5zSUhIUGpqapXNvwgAqDu8Pdz0woiOkqT/rtij5N2HTU4EAACAmuahAa0lSd+tz9S27GMmp0FN5dRiYd++fXX48JkffvLy8tS3b99KH6egoEApKSkVKxqnp6crJSVFGRkZkqTx48frvffe04cffqgtW7ZozJgxKiwsrFgdGQAAV3RpyyDd0KWxHA7pb9M36EQpPdUBAABQedGNAjQ4OkwOh/Ra0jaz46CGcmqx0OFwnDFnoSQdOnRIPj4+lT7O6tWrFRcXp7i4k11qx48fr7i4OE2cOFGSNHLkSL388suaOHGiYmNjlZKSotmzZ5+x6AkAAK7miSFRCvazadfBQr09f4fZcQAAAFDDPDSgtQxD+mlTljZn5pkdBzWQU+YsHDFihKSTw5DvuOOO0xYDKS8v14YNG9SjR49KH69Pnz5yOBx/uM/YsWM1duzYiwt8kZizEADwZwV4u+ufV7fXfR+v1ZRFOzWkQ0NFhfubHQsAAAA1ROtQPw3rGK7v1mfqtaRt+s/t8WZHQg3jlJ6FAQEBCggIkMPhkJ+fX8X9gIAAhYWF6Z577tHHH3/sjCjVijkLAQBV4YrohrqifZjK7A79bfoGlZXbzY4EAACAGuSB/q1kMaS5W3KUsveo2XFQwzilZ+EHH3wgSYqMjNQjjzxyQUOOAQCoi565ur2W7czVxv15mro0Xff0amF2JAAAANQQLYJ9dU1cY01fu0+vJm3TR3d2NTsSahCnzln41FNPUSgEAKASQvw99eSVUZKkV+Zs0+7cQpMTAQAAoCZ5oF8ruVkMLd52UMm7z1xsFjiXai8WdurUSUeOHJEkxcXFqVOnTue8AQCA31zfpbEubdlAxWV2PT5jw3nn6wVQ9RITExUVFaX4eOZ7AgDULE0aeOv6LhGSpFfmbDU5DWqSah+GfPXVV1csaDJ8+PDqPp2pWOAEAFCVDMPQ89d01MDXF2nFrsP6PHmvburaxOxYQJ2SkJCghIQE5efnKyAgwOw4AABckL9e3lLT1+zTil2HtWxHrnq0DDI7EmqAai8WPvXUU2f9vTbiYhIAUNWaNPDWIwPb6NlZW/Tcj1t0edsQhfp7mh0LAAAANUB4PS/d1DVCHy7fo1eStql7iwYyDMPsWHBxTp2z8FclJSXat2+fMjIyTrsBAIAzjbq0mWIi6unYiTI9OXMTw5EBAABQaQl9W8rmZtGaPUe0aNtBs+OgBnBqsXDbtm3q2bOnvLy81LRpUzVr1kzNmjVTZGSkmjVr5swoAADUGFaLoRev7SA3i6Gk1Gz9uDHL7EgAAACoIUL8PfWXS5pKkl5N2sYXzzivah+G/HujRo2Sm5ubfvjhBzVs2JCurwAAVFLbMH/d36eF3py/Q099t0mXtmyget4eZscCAABADXBfnxb6dFWGNuzL09wtORoQFWp2JLgwpxYLU1JStGbNGrVt29aZp3UaFjgBAFSnhMtb6sdNWdqRU6B//rBFr9wQY3YkAAAA1ABBvjbd0SNSkxfu1Ctztqpf2xBZLHTgwtk5dRhyVFSUcnNznXlKp0pISFBqaqqSk5PNjgIAqIVsbla9eG1HGYY0fe0+LWbOGQAAAFTSPb2ay8/mprSsY/ppE9Pa4NycWix88cUX9dhjj2nhwoU6dOiQ8vPzT7sBAIA/1rlpfd3ePVKS9PdvNqqwuMzcQAAAAKgR6nl76M7LTq4X8drcbSq3M3chzs6pxcL+/ftrxYoV6tevn0JCQlS/fn3Vr19f9erVU/369Z0ZBQCAGuvRQW3UqJ6X9h05rleTtpkdBwAAADXEXT2bKcDLXTtyCvT9+kyz48BFOXXOwgULFjjzdAAA1Eo+Njc9e020Rn2QrA+WpmtYTLhiI+qZHQsAAAAuzt/TXff0aq6Xft6qN+Zt19CODeVmdWo/MtQATi0W9u7d25mnAwCg1urbJkTDY8M1MyVTj0/foO//epncudADAADAedzRI1LvL0lXem6hZqzbrxu6RJgdCS7GqcXCDRs2nHW7YRjy9PRUkyZNZLPZnBkJAIAaa+Kw9lq8PVdpWcf07uJdSujb0uxIAAAAcHE+NjeN6d1C//pxi96Yu13DYxvJw40vnfEbp/5riI2NVVxc3Bm32NhYtW3bVgEBAbr99tt14sQJZ8aqMomJiYqKilJ8fLzZUQAAdUCgj4cmDo2SJL0xb7t2HiwwOREAAABqglsvaapgP5v2Hz2uL1fvNTsOXIxTi4XffPONWrVqpXfffVcpKSlKSUnRu+++qzZt2ujTTz/V+++/r/nz5+vJJ590Zqwqk5CQoNTUVCUnJ5sdBQBQR1wdG67erYNVUmbXhOkbZWdVOwAAAJyHl4dVCX1aSJLenr9DJ0rLTU4EV+LUYuG//vUvvfHGG7rrrrvUoUMHdejQQXfddZdee+01vfLKK7rlllv01ltv6ZtvvnFmLAAAaizDMPSva6Ll7WHVqt2H9VlyhtmRAAAAUAPc2LWJGgZ4Kiv/hD5bxTUkfuPUYuHGjRvVtGnTM7Y3bdpUGzdulHRyqPKBAwecGQsAgBqtcX1vPTKwjSTphR/TlJVXM6fzAAAAgPN4uls19vKTc14nLtip4yX0LsRJTi0Wtm3bVi+88IJKSkoqtpWWluqFF15Q27ZtJUn79+9XaGioM2MBAFDj3d4jUjER9XSsuEz/+HaTHA6GIwMAAOCPXd85Qo3reym3oFj/XbHb7DhwEU4tFiYmJuqHH35Q48aN1b9/f/Xv31+NGzfWDz/8oHfeeUeStGvXLt1///3OjAUAQI1ntRh68doOcrMYSkrN1uxNWWZHAmoFFrADANRmHm4WjevXSpL0zsKdKiguMzkRXIFTi4U9evRQenq6nnnmGXXs2FEdO3bUM888o/T0dF1yySWSpL/85S969NFHnRkLAIBaoW2Yv8acmqh64neblVdUanIioOZjATsAQG03Iq6RmgX56EhRqaYtTTc7DlyAm7NP6Ofnp/vuu8/Zp3WKxMREJSYmqryccf4AAHOMvbylftx4QDsPFur5n7bohWs7mh0JAAAALszNatGD/Vvpgc9T9O7iXfpL90gFeLmbHQsmcmrPwl+lpqZq9uzZ+u6770671XR88wwAMJvNzVpRIPw8ea+W7cw1OREAAABc3dCO4WoV4qv8E2V6fwm9C+s6p/Ys3LVrl6655hpt3LhRhmFUTL5uGIYk0SMPAIAqEB8ZqFsvaaKPV2To7zM2avaDveTpbjU7FgAAAFyU1WLooQGtdf8nazV1SbpG9YhUfR8Ps2PBJE7tWfjAAw+oWbNmysnJkbe3tzZv3qzFixerS5cuWrhwoTOjAABQqz12RVuF+Xtq96EivT53u9lxAAAA4OKuaB+mdg39VVBcpnd/2WV2HJjIqcXC5cuX65lnnlFQUJAsFossFosuu+wyPf/88xo3bpwzowAAUKv5e7rrn8OjJUnv/bJLm/bnmZwIAAAArsxiMTR+QGtJ0rSlu3XwWLHJiWAWpxYLy8vL5efnJ0kKCgpSZmamJKlp06baunWrM6MAAFDrDYgK1ZUdGqrc7tDjMzaorNxudiQAAAC4sP7tQhTTOEDHS8s1ZdFOs+PAJE4tFkZHR2v9+vWSpG7duunf//63li5dqmeeeUbNmzd3ZhQAAOqEp66Kkr+nmzbtz9fUpUxWDQAAgHMzDEPjB7aRJH28Yo+y80+YnAhmcGqx8Mknn5TdfrJXw6RJk5Senq6ePXvqxx9/1BtvvOHMKAAA1Akhfp568sooSdKrSdu051ChyYkAAADgynq1ClKXpvVVXGZX4oIdZseBCZxaLBw0aJBGjBghSWrVqpXS0tKUm5urnJwc9evXz5lRAACoM67v0lg9WjTQiVK7/v7NRjkcDrMjAQAAwEWd7F14cu7Cz1ft1f6jx01OBGdzc8ZJ7rzzzkrtN3Xq1GpOAgBA3WMYhp4f0UEDX1uspTsO6es1+3R9lwizYwEAAMBF9WgRpO7NG2j5rkN6e/52PT+io9mR4ERO6Vk4bdo0LViwQEePHtWRI0fOeavpEhMTFRUVpfj4eLOjAABwmqYNfCpWt3t21hZWtwMAAMAfevhU78IvV+9jKps6xik9C8eMGaPPPvtM6enpGjVqlG699VYFBgY649ROlZCQoISEBOXn5ysgIMDsOAAAnOauy5rpu/WZ2pyZr6e/36zEmzuZHQkAAAAuqktkoHq3DtaibQf1xrztevWGWLMjwUmc0rMwMTFRBw4c0GOPPabvv/9eERERuuGGG/Tzzz8zbxIAAE7iZrXoxWs7ymoxNGvDASWlZpsdCQAAAC7s15EpM9ft146cApPTwFmctsCJzWbTTTfdpKSkJKWmpqp9+/a6//77FRkZqYIC/sEBAOAM0Y0CdHfPZpKkf8zcpGMnSk1OBAAAAFcVE1FP/duFyu6Q3pi33ew4cBKnroZccVKLRYZhyOFwqLy83IwIAADUWQ/2a62mDbyVlX9C/5691ew4AAAAcGG/9i78YUOmtmYdMzkNnMFpxcLi4mJ99tlnGjBggFq3bq2NGzfq7bffVkZGhnx9fZ0VAwCAOs/Lw6rnr+kgSfrvij1avfuwyYkAAADgqqLC/TWkQ5gcDum1pG1mx4ETOKVYeP/996thw4Z64YUXNHToUO3du1dfffWVhgwZIovFlM6NAADUaT1aBmlklwhJ0t+mb1BxGT39AQAAcHYP9m8tw5Bmb87Spv15ZsdBNXPKashTpkxRkyZN1Lx5cy1atEiLFi06634zZsxwRhwAACDp70PaaV5ajnYeLFTigp0VQ0wAAACA32sd6qerY8I1MyVTryZt09Q74s2OhGrklG59t912m/r27at69eopICDgnDcAAOA8Ad7ueubq9pKkdxbuYA4aAAAAnNMD/VvLajE0Py1HazOOmB0H1cgpPQunTZvmjNMAAIALNDg6TAOiQpWUmq2/Td+g6WN6yGoxzI4FAAAAF9MsyEcj4hrpqzX79FrSNv33rm5mR0I1YcJAAADqMMMw9M+ro+Vnc1PK3qP6aPlusyMBAADARY3r10puFkO/bM/VqnQWyautKBYCAFDHhQV46m+D20qSXvp5q/YdKTI5EQAAAFxRRKC3bog/uUjey3O2yuFwmJwI1YFiIQAA0M1dmyg+sr6KSsr15MxNXPih1tm6datiY2Mrbl5eXpo5c6bZsQAAqHHG9m0pD6tFq9IPa+mOQ2bHQTWgWAgAAGSxGHp+REd5WC1auPWgvlufaXYkoEq1adNGKSkpSklJ0ZIlS+Tj46MBAwaYHQsAgBonvJ6Xbu7WRJL0ShK9C2sjioVVKDExUVFRUYqPZwlxAEDN0zLEV+P6tZQkTfo+VYcLS0xOBFSP7777Tv369ZOPj4/ZUQAAqJHu79NCnu4Wrcs4qoVbD5odB1WMYmEVSkhIUGpqqpKTk82OAgDARbmnVwu1DfPT4cIS/fOHVLPjoA5ZvHixhg0bpvDwcBmGcdYhwomJiYqMjJSnp6e6deumVatWXdS5vvzyS40cOfJPJgYAoO4K8ffUbd0jJUmvJm2jd2EtQ7EQAABU8HCz6IVrO8owpG/W7dfCrTlmR0IdUVhYqJiYGCUmJp718S+++ELjx4/XU089pbVr1yomJkaDBg1STs5v/0ZjY2MVHR19xi0z87dh9fn5+Vq2bJmGDBlS7a8JAIDa7N5ezeXtYdXG/Xmak5ptdhxUITezAwAAANcSG1FPo3o009Sl6Xrim02a81Av+di4ZED1Gjx4sAYPHnzOx1999VWNHj1ao0aNkiRNmTJFs2bN0tSpU/X4449LklJSUs57nm+//VYDBw6Up6fnH+5XXFys4uLiivv5+fmSpNLSUpWWlp73PFDF+8T75XpoG9dEu7gm2uXc/G0W3X5JE72zOF2vztmqPi0DZbEYTjs/bXPhKvteceUPAADO8PDA1vp5c5b2Hz2uV+Zs08RhUWZHQh1WUlKiNWvWaMKECRXbLBaL+vfvr+XLl1/Qsb788kvdc889593v+eef16RJk87YPmfOHHl7e1/QOeu6pKQksyPgHGgb10S7uCba5ewiSiVPq1Vbswv03Mez1SnI+cORaZvKKyoqqtR+FAsBAMAZfGxu+tc10brjg2R9sCxdw2IaKq5JfbNjoY7Kzc1VeXm5QkNDT9seGhqqtLS0Sh8nLy9Pq1at0vTp08+774QJEzR+/PiK+/n5+YqIiNDAgQPl7+9f+fB1WGlpqZKSkjRgwAC5u7ubHQe/Q9u4JtrFNdEu55flt1NvLtipX474a8KtPWR1Uu9C2ubC/TpS4nwoFgIAgLPq0yZE18Q10jfr9mvCjI36buxl8nBjumPUXAEBAcrOrtycSjabTTab7Yzt7u7ufCC5QLxnrou2cU20i2uiXc7t7t4t9NHKDO3KLdSPm3M0olNjp56ftqm8yr5PXPEDAIBz+sfQKAX6eCgt65jeXbzT7Dioo4KCgmS1Ws8o9GVnZyssLMykVAAAQJL8Pd11T6/mkqQ35m1Xabnd5ET4sygWAgCAcwr08dBTp+YrfHPeDu3IKTA5EeoiDw8Pde7cWfPmzavYZrfbNW/ePHXv3r1az52YmKioqCjFx8dX63kAAKjJbu8eqQY+HtpzqEgz1u4zOw7+JIqFAADgD10VE64+bYJVUm7XhBkbZLc7f+Jq1H4FBQVKSUmpWNE4PT1dKSkpysjIkCSNHz9e7733nj788ENt2bJFY8aMUWFhYcXqyNUlISFBqampSk5OrtbzAABQk/nY3DSmTwtJJ79gLi4rNzkR/gyKhQAA4A8ZhqFnh0fL28Oq5N1H9OmqDLMjoRZavXq14uLiFBcXJ+lkcTAuLk4TJ06UJI0cOVIvv/yyJk6cqNjYWKWkpGj27NlnLHoCAADMceslTRXiZ9P+o8f1ZfJes+PgT6BYCAAAzqtxfW89OqiNJOmFn9KUlXfC5ESobfr06SOHw3HGbdq0aRX7jB07Vnv27FFxcbFWrlypbt26mRcYAACcxtPdqoS+LSVJby/YoROl9C6sqSgWAgCASrmte6RiI+qpoLhMT87cJIeD4cgAAAD4zY1dIxQe4Kns/GJ9spLRKDUVxUIAAFApVouhF6/tKDeLoblbsvXTpiyzIwEAAMCF2Nys+mu/VpKkdxbuUFFJmcmJcDEoFgIAgEprE+an+09NXj3x283KKyo1ORFQvVgNGQCAC3Nd58ZqEuit3IISfbR8j9lxcBEoFgIAgAuScHlLtQj2UW5BsZ77cYvZcYBqxWrIAABcGHerReNO9S78v0U7VVBM78KahmIhAAC4IDY3q168tqMk6YvVe7VsR67JiQAAAOBKhseGq3mQj44UleqDJelmx8EFolgIAAAuWJfIQP3lkqaSpAnfbNTxEla7AwAAwEluVose6H+yd+F7v+xS3nGmrqlJKBYCAICL8tgVbRTm76k9h4r0+rxtZscBAACACxnWMVytQ32Vf6JM7/+yy+w4uAAUC8/htddeU/v27RUVFaVx48bJ4XCYHQkAAJfi5+mufw6PliT955d0bdqfZ3IioOqxwAkAABfHYjH0UP/WkqSpS3frSGGJyYlQWRQLz+LgwYN6++23tWbNGm3cuFFr1qzRihUrzI4FAIDLGRAVqis7NlS53aG/Td+gsnK72ZGAKsUCJwAAXLxB7cMU1dBfBcVl+r/F9C6sKSgWnkNZWZlOnDih0tJSlZaWKiQkxOxIAAC4pKeHtVeAl7s2Z+brfSawBgAAwCkWi6HxA072Lvxw2W4dPFZsciJURo0sFi5evFjDhg1TeHi4DMPQzJkzz9gnMTFRkZGR8vT0VLdu3bRq1apKHz84OFiPPPKImjRpovDwcPXv318tWrSowlcAAEDtEexn0xNXtpMkvZq0TbtzC01OBAAAAFfRr12IYiLq6XhpuaYs2ml2HFSCm9kBLkZhYaFiYmJ05513asSIEWc8/sUXX2j8+PGaMmWKunXrptdff12DBg3S1q1bK3oIxsbGqqys7IznzpkzR15eXvrhhx+0e/dueXl5afDgwVq8eLF69ep11jzFxcUqLv6tOp6fny9JFb0ScX6/vk+8X66FdnFdtI1rqsvtMrxjqGauDdSyXYc1YcYGfXhHZxmGYXYsSXW7XS4W7xUAAKgqhnGyd+HtU1fp4xV7dE+v5gr19zQ7Fv5AjSwWDh48WIMHDz7n46+++qpGjx6tUaNGSZKmTJmiWbNmaerUqXr88cclSSkpKed8/ldffaWWLVsqMDBQknTllVdqxYoV5ywWPv/885o0adIZ2+fMmSNvb+/KvixISkpKMjsCzoJ2cV20jWuqq+3SL0BKtli1fNdhPfXhbF0S4lqLg9XVdrkYRUVFZkcAAAC1SK9WQerStL5W7zmixAU79MzV0WZHwh+okcXCP1JSUqI1a9ZowoQJFdssFov69++v5cuXV+oYERERWrZsmU6cOCF3d3ctXLhQ99xzzzn3nzBhgsaPH19xPz8/XxERERo4cKD8/f0v/sXUIaWlpUpKStKAAQPk7u5udhycQru4LtrGNdEuUknIbr348zbN2m/TX6+9VMF+NrMj0S4X4ddREgAAAFXBMAyNH9haN7+3Up+v2qt7e7dQo3peZsfCOdS6YmFubq7Ky8sVGhp62vbQ0FClpaVV6hiXXHKJhgwZori4OFksFvXr109XXXXVOfe32Wyy2c78MOTu7s6HkgvEe+aaaBfXRdu4prrcLqN7tdCsTVnatD9f//ppmxJv6WR2pAp1uV0uFO/TbxITE5WYmKjy8nKzowAAUKP1aBGk7s0baPmuQ3p7/nY9P6Kj2ZFwDjVygRNn+Ne//qUtW7Zo8+bNevPNN11m3iUAAFyZm9WiF0Z0lNViaNbGA5qzOcvsSMCfkpCQoNTUVCUnJ5sdBQCAGu/hgSdXRv5q9T5lHGLaE1dV64qFQUFBslqtys7OPm17dna2wsLCqvXciYmJioqKUnx8fLWeBwAAVxbdKECjezaXJP3j203KP8FiGQAAAJC6RAaqV+tgldkdemPedrPj4BxqXbHQw8NDnTt31rx58yq22e12zZs3T927d6/Wc/PNMwAAJz3Yv5WaNvBWdn6x/j27ctOAAAAAoPYbP+Bk78Jv1u3TzoMFJqfB2dTIYmFBQYFSUlIqVjROT09XSkqKMjIyJEnjx4/Xe++9pw8//FBbtmzRmDFjVFhYWLE6MgAAqF6e7lY9P6KDJOnjFRlK3n3Y5EQAAABwBbER9dS/XYjsDumNufQudEU1sli4evVqxcXFKS4uTtLJ4mBcXJwmTpwoSRo5cqRefvllTZw4UbGxsUpJSdHs2bPPWPQEAABUnx4tgnRjfIQk6fHpG3SilAUiAAAAID10qnfh9xsytTXrmMlp8L9qZLGwT58+cjgcZ9ymTZtWsc/YsWO1Z88eFRcXa+XKlerWrVu152LOQgAATjdhcDsF+9m082ChJi/YYXYcAAAAuID24QEaHB0mh0N6LWmb2XHwP2pksdBVMWchAACnC/B21zNXtZckTV64U2lZ+SYnAgAAgCt4aEBrGYY0e3OWNu3PMzsOfodiIQAAqFZXRIdpYFSoyuwO/W36RpXbHWZHAiqNkSMAAFSP1qF+GtYxXBK9C10NxUIAAFCtDMPQM1dHy8/mpvV7j+rDZbvNjgRUGiNHAACoPg/0byWLIc1Ly9G6jCNmx8EpFAsBAEC1Cwvw1OND2kqSXp6zVXsPF5mcCAAAAGZrEeyra+IaS5JepXehy6BYWIUYpgIAwLndFN9EXSMDVVRSridmbpLDwXBkAACAuu6Bfq3kZjH0y/ZcJe8+bHYciGJhlWKYCgAA52axGHr+2g7ycLNo8baD+jYl0+xIAAAAMFmTBt66vsvJ3oWvzNlqchpIFAsBAIATtQj21QP9WkmSJn2/WYcKik1OBAAAALONvbyVPKwWrdh1WMt25Jodp86jWAgAAJzqnl7N1TbMT0eKSvXsrC1mxwEAAIDJGtXz0o1dIyRJryRtY7oak1EsBAAATuVuteiFazvKYkjfrNuvhVtzzI4EAAAAkyX0bSmbm0Vr9hzRom0HzY5Tp1EsrEIscAIAQOXERtTTqEubSZKe+GaTCovLTE4EAAAAM4X6e+rWS5pKOrkyMr0LzUOxsAqxwAkAAJX38MDWalzfS/uPHtfLTGYNAABQ543p00Je7lZt2JenuVsYfWIWioUAAMAU3h5u+tc1HSRJ05bt1rqMIyYnAs7EyBEAAJwnyNem23tESjrZu9Bup3ehGSgWAgAA0/RuHawRcY3kcEiPT9+okjK72ZGA0zByBAAA57q3V3P52ty05UC+Zm/OMjtOnUSxEAAAmOrJoVEK9PHQ1uxj+r9FO82OAwAAABPV9/HQnZdGSpJeS9qmcnoXOh3FQgAAYKpAHw89NSxKkvTW/B3akVNgciIAAACY6a6ezeXv6abtOQX6YUOm2XHqHIqFVYg5bQAAuDhXxYSrT5tglZTbNWHGBuanAQAAqMMCvNw1umdzSdLrc7errJypapyJYmEVYk4bAAAujmEYenZ4tLw9rErefUSfrsowOxIAAABMNOqyZqrv7a703EJ9s26/2XHqFIqFAADAJTSu761HB7WRJL3wU5qy8k6YnAgAAABm8bW56d7eLSRJb87frlJ6FzoNxUIAAOAybuseqdiIeiooLtOTMzfJ4WA4MgAAQF11W/emCvL10N7Dx/XV6n1mx6kzKBYCwP+zd+dxUdWLG8efM8MwgIriAriggDvuW4alaamU3soWW2zTyq6mLdqttFua7VZa3rK8Wab3l5WttmgmmeaGu7jvbG7gLso6MPP7A+XmdQkQODPD5/16zUs4c2Z4Zr6X7uGZ7/keAG7DajE0/rbW8rEY+m1bmn7ZnGp2JAAAAJgkwNdHQ7s3kiS9//su5eTlm5yoYqAsBAAAbqVpaBU92r3glJMxP2zRyUyHyYkAAABglns611dIoF0HTmbry1V7zY5TIVAWAgAAtzPs2kZqWKuSjpzO0Wtzt5kdBwAAACbxs1k1vEfB7MLJC3cr28HswrJGWQgAANyO3ceq8be1liTNWrNXy3cfMTkRAAAAzHJHpzDVreavQ6dy9NmKZLPjeD3KwlI0efJkRUVFqVOnTmZHAQDA43UMr677rmwgSRr9/SY+RYYpOL4DAMB8dh+rHru2YHbhh4v2KCMnz+RE3o2ysBQNGzZMW7du1erVq82OAgCAV3jm+qYKDfRT8tFMvfvbLrPjoALi+A4AAPdwW4d6ql89QEczcjUjLsnsOF6NshAAALitKn42vdyvpSRp6pIEbd5/0uREAAAAMIPNatET1zWWJH20OEGnspldWFYoCwEAgFvrFRWivq1rK9/p0qjvNiov32l2JAAAAJigX7u6iqxVSScyHZoex9qFZYWyEAAAuL0Xb2yhqv42bd6frmnLEs2OAwAAABNYLYae7NlEkvTp8mRlMrmwTFAWAgAAt1eril3/7NtckjQxdqeSj2aYnAgAAABm+Fur2moaUkWnsvO08AC1VlngXQUAAB6hf4d66tKwhrIdTj33/Sa5XC6zIwEAAKCcWSyGRvQqWLvwj4OGjmXkmpzI+1AWAgAAj2AYhl6/tZXsPhYt231U36zdZ3YkAAAAmCCmRaiialdRjtPQ1KVJZsfxOpSFAADAYzSoUUkjexWsU/PKnG06fCrH5EQAAAAob4Zh6InrGkmSPluZokOnsk1O5F0oCwEAgEd56OoItagTqJNZDo37aYvZcQAAAGCCHk1qqkFll7IdTn24aI/ZcbwKZWEpmjx5sqKiotSpUyezowAA4LV8rBaNv621rBZDP288qN+2ppkdCQAAAOXMMAz1CXNKkmauTNHBk1kmJ/IelIWlaNiwYdq6datWr15tdhQAALxay7pV9XDXCEnSCz9s1qlsh8mJAAAAUN6aVnWpY4Nqys1zavLC3WbH8RqUhQAAwCM9eV0TNagRoIMns/XWrzvMjgMAAIByZhjSk2fWLpy1eq/2Hc80OZF3oCwEAAAeyd/XqtdvaSVJ+r8VyVqTdMzkRAAAAChvnSOqq0vDGnLku/TeAmYXlgbKQgAA4LG6NKqpOzrWk8sljfpuk3Ly8s2OBAAAgHL2VO8mkqRv1u1T0pEMk9N4PspCAADg0Z7r01w1K9u1+9BpfbCQK+EBAABUNB0aVNc1TWop3+nSvxbsMjuOx6MsBAAAHq1agK/G3dRCkvTBot3amXbK5EQAAAAobyN7FcwunB2/X7sPnTY5jWejLAQAAB6vT6tQ9WweIke+S89+u1H5TpfZkQAAAFCO2oRVU8/mIXK6pHd/22l2HI9GWQgAADyeYRh6uV8LVbb7aH3KCX22ItnsSPASkydPVlRUlDp16mR2FAAA8BfOzi78eeNBbU9NNzmN56IsBAAAXqF2VX89e0MzSdKb87Zr/4kskxPBGwwbNkxbt27V6tWrzY4CAAD+QlSdQPVpFSpJeieW2YUlRVkIAAC8xj1X1FfHBkHKyM3X899vksvF6cgAAAAVyZM9m8gwpF+3pGnz/pNmx/FIlIUAAMBrWCyG3ritlXytFi3ccVg/bTxodiQAAACUoyYhVXRTmzqSpInMLiwRykIAAOBVGgVX0fBrG0mSxv24Rcczc01OBAAAgPL0xHWNZTGk37cf0rqU42bH8TiUhQAAwOsMuaahmoRU1tGMXL0+j0+UAQAAKpLIWpV1a/t6kli7sCQoC0sRV8sDAMA9+PpY9MZtrWUY0vfrD2j7CcPsSAAAAChHT1zXWD4WQ0t2HdGqxGNmx/EolIWliKvlAQDgPtrXD9ID0eGSpK8SLMrMzTM3EAAAAMpNWPUA3dEpTJI0Yf4OLnxXDJSFAADAa/0jpqnqVPXT0RxD//p9j9lxAAAAUI6G92gkX6tFKxOPafmeo2bH8RiUhQAAwGtVtvvopZuaS5I+XZ6sjftOmBsIAAAA5aZONX8N6FxfErMLi4OyEAAAeLVrmtRSh5pOOV3Ss99ukiPfaXYkAAAAlJNHuzeU3ceidSkntGjnYbPjeATKQgAA4PVuDXcqKMCmbQfTNXVJgtlxAAAAUE6CA/10f3QDSQVXRmZ24V+jLAQAAF6vsk167oamkqR3f9ulxCMZJicCAABAeRlyTUMF+Fq1cd9JxW5NMzuO26MsBAAAFcLNbWqra+Oays1zatS3G+V08qkyAABARVCjsl0Du4RLkibG7uQ48C9QFgIAgArBMAy9dksr+dusWpl4TF+t2Wt2JAAAAJSTR7pFqordR9tTT+mXzalmx3FrlIUAAKDCCKseoKd6N5EkvTp3mw6lZ5ucCAAAAOWhWoCvHrw6QpL0zm87lc/swouiLAQAABXKoKsi1KZeVZ3KztPYH7eYHQcAAADl5KGuEarqb9PuQ6f104YDZsdxW5SFAACgQrFaDL1+a2v5WAz9sjlV8zgNBQAAoEII9LPpkW6RkqRJC3YpL99pciL3RFkIAAAqnKg6gfr7NQUHimN+2KyTWQ6TEwEAAKA8DOwSruqVfJV4JEPfrd9vdhy3RFkIAAAqpMeubazImpV06FSOxs/bbnYcAAAAlINKdh8NOfOh8b8W7FJuHrML/xdlIQAAqJD8bFa9dmsrSdLnK1O0MuGoyYkAAABQHu67Mly1qti173iWvl671+w4boeyEAAAVFhXRtbQ3VfUlySN/m6Tsh35JicCAABAWfP3terR7g0lSe//vptjwP9BWQgAACq0UTc0U3AVuxKOZOj933ebHQcAAADl4O4r6qt2VT8dPJmtL1elmB3HrVAWAgCACq2qv00v3dxSkjTljz3adjDd5EQAAAAoa342q4b1aCRJmrxoj7JymV14FmUhAACo8K5vGarrW4Qqz+nSqG83Kt/pMjsSysA777yjFi1aKCoqSo8//rhcLsYZAICK7I6OYaoX5K/Dp3L02Ypks+O4DcrCi3j77bfVokULtWzZUp999pnZcQAAQBkbd3MLVfHz0YZ9JzV9eZLZcVDKDh8+rPfff19r167Vpk2btHbtWq1YscLsWAAAwES+PhY9fm1jSdKHf+xRRk6eyYncA2XhBWzatEmff/651q5dq9WrV+v999/XiRMnzI4FAADKUEign57r01yS9PavO7T3WKbJiVDa8vLylJ2dLYfDIYfDoeDgYLMjAQAAk93avq7CawToWEYuHxifQVl4Adu2bVN0dLT8/Pzk7++vNm3aaN68eWbHAgAAZezOjmHqHFFdWY58/XP2Zk5TLUeLFy/WjTfeqDp16sgwDM2ePfu8fSZPnqzw8HD5+fmpc+fOWrVqVZGfv1atWvrHP/6h+vXrq06dOurZs6caNmxYiq8AAAB4Ih+rRU/0LJhd+NHiBKVnO0xOZD6PLAvL+mCyZcuWWrRokU6cOKHjx49r0aJF2r9/fym+AgAA4I4sFkOv39pKvj4WLd55WLPj+f//8pKRkaE2bdpo8uTJF7x/1qxZGjlypMaOHat169apTZs2iomJ0aFDhwr3adu2rVq2bHne7cCBAzp+/Lh+/vlnJSUlaf/+/Vq+fLkWL15cXi8PAAC4sZva1FWj4Mo6meXQtKWJZscxnY/ZAUri7MHkgw8+qFtvvfW8+88eTE6ZMkWdO3fWu+++q5iYGO3YsaPwdJO2bdsqL+/8c9Hnz59fuOj1tddeq6pVq+rKK6+U1Wq9aJ6cnBzl5OQUfp+eXnAVxbOnuOCvnX2feL/cC+Pivhgb98S4uKfijktYNbse6x6pCb/t1ks/bVV0RJBqVPIty4hux4z/Dd9www264YYbLnr/xIkTNXjwYA0aNEiSNGXKFM2ZM0fTpk3TqFGjJEnx8fEXffzXX3+tRo0aqXr16pKkvn37asWKFerWrdsF9+f47vLx30T3xdi4J8bFPTEu7qu0x+ax7pF64quN+nhJou7pVE/VAmyl8rzupKjvleHy8PNrDMPQ999/r379+hVu69y5szp16qT3339fkuR0OhUWFqbHHnus8GCyOB5++GHdcsst6tu37wXvf/HFFzVu3Ljztn/++ecKCAgo9s8DAADmyndKb2+y6kCmoQ41nbq/sdPsSOUqMzNTAwYM0MmTJxUYGFjuP/9/j+9yc3MVEBCgb7755pxjvgceeEAnTpzQDz/88JfPuWLFCg0dOlRxcXGy2Wy66aab9Mgjj+jmm2++4P4c3wEAULE4XdJbGwuO/3rVdepv9b3v+K+ox3geObPwUnJzc7V27VqNHj26cJvFYlHPnj0VFxdX5Oc5dOiQgoODtWPHDq1atUpTpky56L6jR4/WyJEjC79PT09XWFiYevfubcoBtidyOByKjY1Vr169ZLN5X3vvqRgX98XYuCfGxT2VdFwatD2p/h+t1NojFg29oYOuaVKrDFO6l7Oz6NzFkSNHlJ+fr5CQkHO2h4SEaPv27UV6jiuvvFJ9+vRRu3btZLFYdN111+mmm2666P4c310+/pvovhgb98S4uCfGxX2VxdjYIw7p0S/iteywTS/f19Xrzi4p6jGe15WFpXEwKUk333yzTp48qUqVKunTTz+Vj8/F3yq73S673X7edpvNxn9Mion3zD0xLu6LsXFPjIt7Ku64dIioqQevitDHSxM15sdtmj8yWJXtXnfodEHe+r/fV199Va+++mqR9uX4rvTwnrkvxsY9MS7uiXFxX6U5Nje0rqNWixO1af9JTVueouf6NC+V53UXRX2fPPICJ+UhLi5OW7du1erVq9WhQwez4wAAABOM7N1E9YL8deBktt7+dYfZcSqsmjVrymq1Ki0t7ZztaWlpCg0NNSkVAADwNoZhaGSvJpKk/8Ql6dCpbJMTmcPrykIzDyYnT56sqKgoderUqUx/DgAAKB8Bvj567ZZWkqQZcUlal3Lc5EQVk6+vrzp06KAFCxYUbnM6nVqwYIGio6PL9GdzfAcAQMXSvWkttatfTdkOpz5YuMfsOKbwurLQzIPJYcOGFc5GBAAA3qFbk1q6tX1duVzSqG83KjfP+xa7dgenT59WfHx84RWNExMTFR8fr5SUFEnSyJEjNXXqVM2YMUPbtm3T0KFDlZGRUXh15LLC8R0AABWLYRh6qldTSdLnK1N08GSWyYnKn0eWhe56MAkAALzTC32jVKOSr3amndaUPyrmJ8xlbc2aNWrXrp3atWsnqeB4rl27dhozZowk6c4779Tbb7+tMWPGqG3btoqPj9e8efPOW6caAADgcl3VqIauiKiu3Hyn3v99t9lxyp1HloUcTAIAgPIUVMlXY26MkiS9//tu7T50yuRE3qd79+5yuVzn3aZPn164z/Dhw5WcnKycnBytXLlSnTt3Ni8wAADwWgWzCwvWLvxqzV7tPZZpcqLy5ZFlobseTLKmDQAA3uumNnXUo2kt5eY7NerbTXI6XWZHAgAAQBnpHFlDVzeqKUe+S+/9vsvsOOXKI8tCd8WaNgAAeC/DMPTKLa0U4GvVmuTjmrkqxexIAAAAKEMjexfMLvx23X4lHckwOU35oSwEAAAoorrV/PVMTMGC1+N/2V4hF7yuaDhzBACAiqt9/SD1aFpL+U6XJi2oOLMLKQsBAACK4b7ocLWrX02nc/L0wuzNcrk4HdmbceYIAAAV28gzV0aeHb+/wqxbTVkIAABQDFaLofG3tZbNaui3bYc0d1Oq2ZEAAABQRlrVq6reUSFyuaR3fqsYswspC0sRp6kAAFAxNAmpoqHdG0mSxv64WScyc01OBAAAgLIy4syVkedsPKhtB9NNTlP2KAtLEaepAABQcQzr0VCNgivryOlcvTZ3m9lxAAAAUEaa1w5U39a1JUnvxO40OU3ZoywEAAAoAbuPVeNvayXDkL5as0/Ldh8xOxLKAGeOAAAASRrRs7EshjR/a5o27TtpdpwyRVkIAABQQh0aVNd9VzaQJD33/SZl5eabnAiljTNHAACAJDUKrqKb29aVJE2M3WFymrJFWQgAAHAZno5pqtpV/ZR8NFPvLvD+01IAAAAqqieuayyrxdDCHYe1Nvm42XHKDGVhKeI0FQAAKp4qfja90q+lJOnjJYnavN+7T0sBAACoqMJrVtJt7QtmF3rz2oWUhaWI01QAAKiYrmseor+1rq18p0vPfrtReflOsyMBAACgDDx2bWPZrIaW7j6ilQlHzY5TJigLAQAASsHYG1uoqr9NWw6k65OliWbHAQAAQBkIqx6gOzqGSZImxO6Uy+UyOVHpoywEAAAoBbWq2PV83+aSpImxO5V0JMPkRAAAACgLw69tJF8fi1YlHtOy3d43u5CyEAAAoJTc3qGermpUQzl5Tj33/Sav/KS5omFNagAA8L9qV/XXgCvqS5ImxO7wumM+ykIAAIBSYhiGXrullfxsFi3fc1Rfr91ndiRcJtakBgAAF/Joj4bys1m0PuWEFu04bHacUkVZWIr45BkAADSoUUkjezWRJL06Z5sOnco2OREAAABKW3AVP90fHS6pYAkab5pdSFlYivjkGQAASNKDV0WoZd1AncxyaNxPW82OAwAAgDLw926RCvC1atP+k5q/Nc3sOKWGshAAAKCU+VgteuPW1rJaDM3ZeFCxXnTwCAAAgAI1Kts16KpwSdI7sTvldHrH7ELKQgAAgDLQsm5VDe4aKUl6YfZmncp2mJwIAAAApW1w10hVsftoe+opzd180Ow4pYKyEAAAoIw82bOxGtQIUGp6tt6ct8PsOAAAAChl1QJ89VDXCEnSu7/tUr4XzC6kLAQAACgjfjarXr+1lSTp/1Yka03SMZMTAQAAoLQ9eHWEqvrbtPvQaf24Yb/ZcS4bZSEAAEAZ6tKwpu7sGCZJevbbjcrJyzc5EYpj8uTJioqKUqdOncyOAgAA3FSgn02PdCtYfmbSb7uUl+80OdHloSwEAAAoY8/1aa6ale3aczhDkxfuMTsOimHYsGHaunWrVq9ebXYUAADgxgZ2CVeNSr5KOpqp79Z59uxCysJSxCfPAADgQqoG2PTSzS0kSR8u2q0dqadMTgQAAIDSVMnuoyHXNJQkTVqwS7l5nju7kLKwFPHJMwAAuJgbWoaqV1SIHPkuPfvtRq9Y/BoAAAD/de+VDVSril37T2TpqzV7zY5TYpSFAAAA5cAwDL18c0tVsfsofu8J/V9cktmRAAAAUIr8fa0a1r1gduH7v+9WtsMz16qmLAQAACgnoVX99OwNzSRJb/66Q/tPZJmcCAAAAKXprivqq3ZVP6WmZ+uLVSlmxykRykIAAIByNOCK+uoUHqTM3Hw9//0muVycjgwAAOAt/GxWDb+2kSRp8sI9ysr1vNmFlIUAAADlyGIx9PqtreVrtWjhjsP6ccMBsyMBAACgFPXvEKZ6Qf46cjpH/7ciyew4xUZZCAAAUM4aBVfWY2c+cR7301Ydy8g1OREAAABKi6+PRY9f11iSNOWPBJ3OyTM5UfFQFgIAAJjg79c0VNOQKjqWkatX5mw1Ow4AAABK0a3t6iqiZiUdy8jVjOVJZscpFspCAAAAE/j6WPTGba1kGNJ36/Zr8c7DZkfCBUyePFlRUVHq1KmT2VEAAIAH8bFa9MSZ2YUfLU5QerbD5ERFR1kIAABgknb1gzSwS7gk6bnvNykz17NOUakIhg0bpq1bt2r16tVmRwEAAB7mxjZ11Di4sk5mOfTJkkSz4xQZZWEp4pNnAABQXP/o3VR1q/lr3/EsTZy/0+w4AAAAKCVWi6EnezaRJE1bmqgTmZ6xTjVlYSnik2cAAFBclew+euWWlpKkacs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ey9ITX8Zr2rIk/bNPc10RUd3smACACoKy8H8cOXJE+fn5CgkJOWd7SEiItm/ffsHHjB49WiNHjiz8Pj09XWFhYerdu7cCAwPLJGf79Gz1O5opm9UiH4shH6shm8Ui69mvz2y3WgzZrIZ8LBb5WA35WAy3/GTS4XCcmVnY67IWwHYHjzld+s/KFE2I3aWdJ6UJW2x67oam6t+hrlu+95fiTePibRgb98S4uCfGpfjOniUBoHxVsvvokW4Ndd+V4fpkaYI+XLRHG/ae0B3/jtPfWtfWmL9FKTjQwz+FBgC4PcrCUmC322W3n78+nc1mK7M/SsJq2BRWw9OWeP5rZfmelafB3RqpZ1RtPfPNBq1OOq5//rBVa1NO6pVbWirA1/N+7bxlXLwRY+OeGBf3xLgUHe8TYC5/X6uGX9tYd3aqr3d/26kvVqXo540H9ceOw3rmhma654r6slg860NoAIDnYMXc/1GzZk1ZrValpaWdsz0tLU2hoaEmpYIniqhZSbMeidaz1zeT1WLou/X71W/yMu0+dMrsaAAAAPAAtarY9eotrfTj8KvVpl5VncrJ0wuzN+u2KcuVcPi02fEAAF6KsvB/+Pr6qkOHDlqwYEHhNqfTqQULFig6OtrEZPBEFouhod0b6vOHOyu4il07007rpveXKXZr2l8/GAAAAJDUsm5VfffoVRp3UwtVtvtofcoJ9fnXEv0nLkkuM65oCADwapSFFzBy5EhNnTpVM2bM0LZt2zR06FBlZGQUXh0ZKK7OkTU05/Guio6soczcfD3yf2v00eI9HNwBAACgSKwWQw90Cdf8Ed10VaMaynY4NeaHLbp/2iqlpWebHQ8A4EUoCy/gzjvv1Ntvv60xY8aobdu2io+P17x588676AlQHLWq2PWfh67QPZ3ry+WSXpu7XaO+3aTcPKfZ0QAAAOAh6lTz1/892Fljb4yS3ceiJbuOqO+/lmj57iNmRwMAeAnKwosYPny4kpOTlZOTo5UrV6pz585mR4IXsFkteqVfS429MUoWQ5q1Zq8enL5ap3PyzI4GAAAAD2GxGBp0VYTmPN5VzUKr6MjpXN37yUq9t2CXnE7OXAEAXB7KQqCcGUbBwd0nAzspwNeqpbuP6J6pK3QsI9fsaAAAAPAgjYIr6/tHr1L/DvXkdEkTYnfqoRmrlZ7tMDsaAMCDURYCJunRNFhfDL5S1Sv5asO+k7p9ynLtP5FldiwAAAB4EH9fq97q30Zv3t5adh+LFu44rNs+WK6Uo5lmRwMAeCjKQsBEbcKq6au/R6tOVT8lHM7QbR8s1660U2bHAgAAgIe5o2OYvhnSRSGBdu06dFo3T16qlQlHzY4FAPBAlIWAyRoFV9a3j3ZRo+DKSk3PVv9/x2ldynGzYwEAAMDDtKpXVT8Ov1qt61XV8UyH7v1kpX6I3292LACAh6EsBNxA7ar++vrv0WobVk0nMh269+OVWsEnwQAAACimkEA/zXokWn1b1ZYj36UnvozXp8sSzY4FAPAglIWAmwiq5KvPB3fW1Y1qKjM3XwM/XaWlu46YHQsAAAAext/XqvfubqeBXcIlSeN+2qoJ83fI5eJKyQCAv0ZZCLiRAF8fffxAR3VvWkvZDqcenLFaC7cfMjsWAAAAPIzFYmjsjVH6R+8mkqT3ft+t52dvltNJYQgAuDTKQsDN+Nms+vd9HdQrKkS5eU498n9rNH9LqtmxAAAA4GEMw9DwaxvrtVtayTCkmStT9M/ZmygMAQCXRFkIuCG7j1Uf3NO+cK2ZR2eu05yNB82OBQAAAA80oHN9TbyjjSyG9MWqvXrhx62iLwQAXAxlIeCmbFaLJt3VVre0q6s8p0uPfbFO36/fZ3YsAAA82uTJkxUeHi4/Pz917txZq1atMjsSUC5uaVdPE+9oK4shfbV2v77cY2GGIQDggigLATfmY7Xo7f5tdEfHenK6pJFfbdBXq/eaHQsAAI80a9YsjRw5UmPHjtW6devUpk0bxcTE6NAh1gdGxdCvXV29c2dBYbjysEWvzN3ORU8AAOehLATcnNVi6I1bW+veK+vL5ZKe+Xaj/m9FstmxAADwOBMnTtTgwYM1aNAgRUVFacqUKQoICNC0adPMjgaUm5vb1tVbt7WSIZf+b+VeTYzdaXYkAICb8TE7AIC/ZrEYevnmlvK1WjVtWaJemL1ZeflODboqwuxoAAB4hNzcXK1du1ajR48u3GaxWNSzZ0/FxcWdt39OTo5ycnIKv09PT5ckORwOORyOsg/sBc6+T7xf7ueGqJpaEeHU14lWvff7blX2tejBq8LNjlXh8TvjnhgX98XYFF9R3yvKQsBDGIahF/7WXHabRR8u2qNxP21VvtOlh7tGmh0NAAC3d+TIEeXn5yskJOSc7SEhIdq+fft5+7/++usaN27cedvnz5+vgICAMsvpjWJjY82OgAu4OlTKys/XzylWvT5vp5J2bdOVwZyS7A74nXFPjIv7YmyKLjMzs0j7URYCHsQwDD0T01Q+FkPv/b5br8zZJqfLpUe6NTQ7GgAAXmX06NEaOXJk4ffp6ekKCwtT7969FRgYaGIyz+FwOBQbG6tevXrJZrOZHQd/cnZsxj9wnUIXJunjpUn6OtFHva9ur6sb1TA7XoXF74x7YlzcF2NTfGfPlPgrlIWAhzEMQyN7NZHFMDRpwS69Nne78pwuPdq9kdnRAABwWzVr1pTValVaWto529PS0hQaGnre/na7XXa7/bztNpuNP0iKiffMffn6+uqffaN05HSuZscf0GNfbtA3Q6PVLJRC3Ez8zrgnxsV9MTZFV9T3iQucAB7IMAyN6NVEI3o2kSS9OW+H3v99l8mpAABwX76+vurQoYMWLFhQuM3pdGrBggWKjo42MRlgLsMwNP721uocUV2nc/I06NPVSkvPNjsWAMBElIWAB3uiZ2P9o3dBYfj2/J2a9BuFIQAAFzNy5EhNnTpVM2bM0LZt2zR06FBlZGRo0KBBZkcDTGX3seqj+zqqYa1KOngyW4M+Xa3M3DyzYwEATEJZCHi44dc21rPXN5MkvfPbTr0Tu1MuF4tTAwDwv+688069/fbbGjNmjNq2bav4+HjNmzfvvIueABVR1QCbpg+6QjUr+2rrwXT94+sNHFMCQAVFWQh4gaHdG+q5PgWF4aQFuzSRwhAAgAsaPny4kpOTlZOTo5UrV6pz585mRwLcRlj1AE25t4NsVkNzN6Xq/d93mx0JAGACykLASzzSraGe79tckvTe77v15q87KAwBAABQLB3Dq+vlm1tKkibE7tT8LakmJwIAlDfKQsCLPNw1UmNvjJIkfbhoj974ZTuFIQAAAIrlrivq64HoBpKkEbPitTPtlMmJAADlibIQ8DKDrorQSze3kCT9e3GCXp2zjcIQAAAAxfL836IUHVlDGbn5GvLZWp3O4YInAFBRUBYCXuj+6HC90q/g9JGPlybqpZ+3UhgCAACgyGxWi94f0E6hgX5KOJyhZ7/dyPEkAFQQlIWAl7r3ygZ67ZZWkqRPlyXpxR+3cIAHAACAIqtR2a7J97STj8XQnI0H9Z+4ZLMjAQDKAWUh4MUGdK6vN29rLcOQZsQl64UfNsvppDAEAABA0XRoUF2j+xRcRO+VOVu1PuW4yYkAAGWNshDwcnd0CtNbt7eRYUifrUjRP2dTGAIAAKDoHrwqXDe0DJUj36Xhn6/XySyH2ZEAAGWIshCoAG7vUE8T+reRxZC+WJWi577fRGEIAACAIjEMQ2/e3loNagRo/4ksPff9Jpa3AQAvRlkIVBC3tq+nd+5sK4shfbl6r575dqPyKQwBAABQBFX8bJp013/XL/xm7T6zIwEAyghlIVCB3Ny2ribd1U5Wi6Fv1u7T019voDAEAABAkbQNq6aRvZtIksb+uEUJh0+bnAgAUBYoC4EK5sY2dfSvM4Xhd+v366mv4pWX7zQ7FgAAADzA37s1VHRkDWXm5uuJL+OVm8dxJAB4G8pCoALq27q2Jg8oOI1kdvwBjfhqA4UhAAAA/pLVYmjinW1ULcCmTftP6r3fd5kdCQBQyigLgQrq+pa19cE97WWzGvppwwE9MSteDgpDAAAA/IXaVf312i2tJEkfLNqjDXtPmBsIAFCqKAuBCqx3i1B9eE8H+VotmrPxoB7/Yj2FIQAAAP5Sn1a1dWObOsp3uvTU1xuU7cg3OxIAoJRQFgIVXM+oEP37voLC8JfNqRo2cx1rzwAAAOAvvXRTC9WsbNfuQ6f1TuxOs+MAAEoJZSEA9WgWrI/u7yBfH4vmb03ToxSGAAAA+AtBlXz1+q0FpyN/tCRBa5OPmZwIAFAaKAsBSJK6Nw3Wx/d3lN3Hot+2pemJL9dz0RMAAABcUq+oEN3avq5cLunpbzYqJ4/TkQHA01EWAijUrUktffxAx8JTkv/5w1Y5XWanAgAAgDsb+7cWqlXFroTDGfpg4R6z4wAALhNlIYBzdG1cS+8NaCerxdB36w/o+ySLXC4aQwAAAFxY1QCbxt4YJUn6YNFu7T50yuREAIDLQVkI4DwxLUL1dv/WkqTFqRa9u4BPiAEAAHBxfVvV1rXNguXId+m57zbLyekpAOCxKAsBXNAt7erpxb81kyR98EeC/v0HhSEAAAAuzDAMvXRzC/nbrFqVdEyz1uw1OxIAoIQoCwFc1D2d6+vG+gWLVL/+y3bNXJlsciIAAAC4q3pBAXqqdxNJ0mtzt+nwqRyTEwEASoKyEMAl9azr0pBuEZKk52dv1g/x+01OBAAAAHc1sEu4WtYN1KnsPI2ft93sOACAEqAsBPCXRvZspPujG8jlkkZ+tUELdxwyOxIAAADckI/VopdubilJ+mbtPq1POW5yIgBAcVEWAvhLhmHoxRtb6JZ2dZXvdOnRz9Zpw94TZscCAACAG2pfP0i3ta8nSXrxxy1c7AQAPAxlIYAisVgMjb+ttbo2rqksR74enL5ayUczzI4FAAAAN/TsDU1V2e6jDftO6uu1XOwEADwJZSGAIvP1sejDezuoRZ1AHc3I1QPTVunoaRauBgAAwLmCq/jpyZ6NJUlvztuhk1kOkxMBAIqKshBAsVS2++jTQZ1UL8hfSUcz9eCMNcrMzTM7FgAAANzMA13C1Si4so5m5Ord33aaHQcAUESUhQCKLbiKn2Y8eIWqBdi0Ye8JDf98vfLynWbHAgAAgBuxWS0ae2OUJOmzFclKOsISNgDgCSgLAZRIw1qV9ckDnWT3sej37Yf00s9bzY4EAAAAN9O1cS1d06SWHPkuvfnrdrPjAACKgLIQQIl1aBCkf93dToYh/ScuWTOWJ5kdCQAAAG7muT7NZTGkuZtStTb5mNlxAAB/gbIQwGWJaRGqZ69vJkka99MW/bHzsMmJAAAA4E6ahlZR/w5hkqRX52yTy+UyOREA4FIoCwFctr93i1T/DvXkdEnDZ67TrrRTZkcCAACAGxnZu4n8bVatSzmhXzanmh0HAHAJlIUALpthGHr1lla6Iry6TuXk6cEZq3X0dI7ZsQAAAOAmQgL9NLhbpCRp/LztcnBxPABwW5SFAEqFr49FU+7roPrVA7T3WJaGfLZWOXn5ZscCAACAm/h7t0jVrGxX8tFMfbVmr9lxAAAXQVkIoNRUr+SraQM7qoqfj1YnHdfYH7aYHQkAAABuopLdR8N7NJQk/WvBLmU7+GAZANwRZSGAUtUouIreH9BehiF9uXqvvliVYnYkAAAAuIm7O9dX3Wr+SkvP0Wcrks2OAwC4AMpCAKXumia19I/eTSVJY3/Yovi9J8wNBAAAALdg97HqiesaS5I+WLRHp3PyTE4EAPhfXlMWJiUl6aGHHlJERIT8/f3VsGFDjR07Vrm5uefst3HjRnXt2lV+fn4KCwvTm2++ed5zff3112rWrJn8/PzUqlUrzZ07t7xeBuA1Hu3eUDEtQpSb79TQz9bqCBc8AQAAgKRb29dVZM1KOpaRq2lLE82OAwD4H15TFm7fvl1Op1P//ve/tWXLFr3zzjuaMmWKnnvuucJ90tPT1bt3bzVo0EBr167VW2+9pRdffFEfffRR4T7Lly/X3XffrYceekjr169Xv3791K9fP23evNmMlwV4LMMw9Hb/NoqsVUkHT2Zr+OfrlMdV7wAAACo8H6tFI3o1kSRNXZyg4xm5f/EIAEB58pqy8Prrr9enn36q3r17KzIyUjfddJP+8Y9/6LvvvivcZ+bMmcrNzdW0adPUokUL3XXXXXr88cc1ceLEwn0mTZqk66+/Xk8//bSaN2+ul19+We3bt9f7779vxssCPFoVP5s+uq+DKvlatSLhmMbP2252JAAAALiBvq1qq3ntQJ3KydNHSxLMjgMA+BMfswOUpZMnT6p69eqF38fFxalbt27y9fUt3BYTE6Px48fr+PHjCgoKUlxcnEaOHHnO88TExGj27NkX/Tk5OTnKyfnvKZbp6emSJIfDIYfDUUqvxrudfZ94v9xLaYxLgyA/jb+1pYZ/uUFTlySqZe0q6tMqtLQiVlj8zrgnxsU9MS7Fx3sFoKxZLIZG9GysR/5vrf6zPEl/7xapagG+f/1AAECZ89qycPfu3Xrvvff09ttvF25LTU1VRETEOfuFhIQU3hcUFKTU1NTCbX/eJzU19aI/6/XXX9e4cePO2z5//nwFBARczsuocGJjY82OgAsojXHpWcei3w5Y9My3G3Rk1zrV9CuFYOB3xk0xLu6JcSm6zMxMsyMAqAB6RYWoee1AbTuYrmlLEzXyzAXyAADmcvuycNSoURo/fvwl99m2bZuaNWtW+P3+/ft1/fXXq3///ho8eHBZR9To0aPPmY2Ynp6usLAw9e7dW4GBgWX+872Bw+FQbGysevXqJZvNZnYcnFGa49I736n7Pl2jNcknNPtQdX358BXy9fGalRDKHb8z7olxcU+MS/GdPUsCAMqSYRh6/NpGGjpznT5dlqSHukaqqj//nQYAs7l9WfjUU09p4MCBl9wnMjKy8OsDBw6oR48e6tKlyzkXLpGk0NBQpaWlnbPt7PehoaGX3Ofs/Rdit9tlt9vP226z2fijpJh4z9xTaYyLzSb96+726vOvJdq0P13vLNij5/8WVUoJKy5+Z9wT4+KeGJei430CUF5iWoSqSUhl7Uw7renLkvREz8ZmRwKACs/tp/XUqlVLzZo1u+Tt7BqE+/fvV/fu3dWhQwd9+umnsljOfXnR0dFavHjxOevwxMbGqmnTpgoKCircZ8GCBec8LjY2VtHR0WX8SgHvV6eav966vY0k6eOlifp9e9pfPAIAAADezGIx9Ni1BQXhJ0sTdCqbNVMBwGxuXxYW1dmisH79+nr77bd1+PBhpaamnrPW4IABA+Tr66uHHnpIW7Zs0axZszRp0qRzTiF+4oknNG/ePE2YMEHbt2/Xiy++qDVr1mj48OFmvCzA6/SKCtGgq8IlSU99tUEHT2aZGwgAAACm6tOqthrWqqT07Dz9Jy7Z7DgAUOF5TVkYGxur3bt3a8GCBapXr55q165deDuratWqmj9/vhITE9WhQwc99dRTGjNmjB555JHCfbp06aLPP/9cH330kdq0aaNvvvlGs2fPVsuWLc14WYBXGnVDM7WsG6jjmQ498WW88p0usyMBAADAJNY/zS78eEmCMnLyTE4EABWb15SFAwcOlMvluuDtz1q3bq0lS5YoOztb+/bt07PPPnvec/Xv3187duxQTk6ONm/erD59+pTXywAqBLuPVe/d3V6VfK1alXhM7/2+y+xIAAAAMNHfWtdWRM1KOp7p0GcrmF0IAGbymrIQgGeJqFlJr97SSpL03u+7tWHvCXMDAQAAwDQ+VouG9WgkSfpocYKycvNNTgQAFRdlIQDT9GtXVze2qaN8p0sjvopXtoODQgAAgIqqX9s6ql89QEczcjVzJbMLAcAslIUATPXyzS0UXMWuhMMZGj9vu9lxAAAAYJKC2YUNJUlTlyQoJ48PkgHADJSFAExVLcBX429vLUn6dFmSlu85YnIiAAAAmKVfu7oKDfRTWnqOflh/wOw4AFAhURYCMF2PpsEa0Lm+JOnprzcqPdthciIAAACYwe5j1cNdIyRJUxbvUb7T9RePAACUNspCAG7hn32aq371AO0/kaWXftpqdhwAAACY5K4r6quqv00JhzMUuzXV7DgAUOFQFgJwC5XsPppwRxsZhvTN2n2av4UDQwAAgIqost1HD0Q3kCR9uGiPXC5mFwJAeaIsBOA2OoVX1yPdIiVJz32/SScyc01OBAAAADM80CVcfjaLNuw7qeV7jpodBwAqFMpCAG5lZK8mahRcWUdO5+qVOdvMjgMAAAAT1Khs112dCta0/nDRHpPTAEDFQlkIwK3Yfawaf1vrwtORl+w6bHYkAAAAmODhrhGyWgwt3X1EG/edMDsOAFQYlIUA3E6HBkF6IDpckjT6u03KzM0zNxAAAADKXb2gAN3cpo4kacofzC4EgPJCWQjALT0d01R1q/lr3/EsTZi/0+w4AAAAMMHfr2koSfplc6oSDp82OQ0AVAyUhQDcUiW7j169paUk6dNliYrfe8LcQAAAACh3TUOrqGfzYLlc0keLE8yOAwAVAmUhALfVvWmwbmlXV06X9Ow3G5Wb5zQ7EgAAAMrZkDOzC79bt1+HTmWbnAYAvB9lIQC39sLfolS9kq92pJ1irRoAqIDCw8NlGMY5tzfeeOOcfTZu3KiuXbvKz89PYWFhevPNN897nq+//lrNmjWTn5+fWrVqpblz55bXSwBwmTqGV1f7+tWUm+/U/8Ulmx0HALweZSEAt1a9kq9evKmFJOn933drD2vVAECF89JLL+ngwYOFt8cee6zwvvT0dPXu3VsNGjTQ2rVr9dZbb+nFF1/URx99VLjP8uXLdffdd+uhhx7S+vXr1a9fP/Xr10+bN2824+UAKIHBXSMlSf+3IllZufkmpwEA70ZZCMDt3di6tro3raXcfKfG/LBZLpfL7EgAgHJUpUoVhYaGFt4qVapUeN/MmTOVm5uradOmqUWLFrrrrrv0+OOPa+LEiYX7TJo0Sddff72efvppNW/eXC+//LLat2+v999/34yXA6AEercIVf3qATqR6dA3a/eaHQcAvJqP2QEA4K8YhqGXbmqpXu/8oWW7j+rHDQd0c9u6ZscCAJSTN954Qy+//LLq16+vAQMGaMSIEfLxKTiMjYuLU7du3eTr61u4f0xMjMaPH6/jx48rKChIcXFxGjly5DnPGRMTo9mzZ1/0Z+bk5CgnJ6fw+/T0dEmSw+GQw+EoxVfnvc6+T7xf7sdTx2ZgdH29NGe7Pl6SqP7t68hqMcyOVKo8dVy8HePivhib4ivqe0VZCMAj1K8RoOE9GmlC7E69MmebejQLVqCfzexYAIAy9vjjj6t9+/aqXr26li9frtGjR+vgwYOFMwdTU1MVERFxzmNCQkIK7wsKClJqamrhtj/vk5qaetGf+/rrr2vcuHHnbZ8/f74CAgIu92VVKLGxsWZHwEV42thUzpcCrFYlH8vUmzPnqU0N7zzbxNPGpaJgXNwXY1N0mZmZRdqPshCAx3jkmkh9v36/Eo5kaMKvOzTu5pZmRwIAlMCoUaM0fvz4S+6zbds2NWvW7JwZga1bt5avr6/+/ve/6/XXX5fdbi+zjKNHjz7nZ6enpyssLEy9e/dWYGBgmf1cb+JwOBQbG6tevXrJZuMDPnfiyWOT6LdLHy5O1IbsGhrd5wqz45QqTx4Xb8a4uC/GpvjOninxVygLAXgMu49VL/drqXs+Xqn/W5Gs2zuEqVW9qmbHAgAU01NPPaWBAwdecp/IyMgLbu/cubPy8vKUlJSkpk2bKjQ0VGlpaefsc/b70NDQwn8vtM/Z+y/EbrdfsIy02Wz8QVJMvGfuyxPHZtDVkfpkWbLWppzQpoOn1b5+kNmRSp0njktFwLi4L8am6Ir6PnGBEwAe5apGNXVTmzpyuqTnZ29SvtM7Tz8BAG9Wq1YtNWvW7JK3P69B+Gfx8fGyWCwKDg6WJEVHR2vx4sXnrMETGxurpk2bKigoqHCfBQsWnPM8sbGxio6OLqNXCKCsBAf66ea2dSRJHy9JMDkNAHgnykIAHuf5vzVXFbuPNuw7qc9XpZgdBwBQRuLi4vTuu+9qw4YNSkhI0MyZMzVixAjde++9hUXggAED5Ovrq4ceekhbtmzRrFmzNGnSpHNOIX7iiSc0b948TZgwQdu3b9eLL76oNWvWaPjw4Wa9NACXYXC3gpnH8zanKuVo0dbfAgAUHWUhAI8TXMVP/4hpKkl6c952HT6V8xePAAB4Irvdri+//FLXXHONWrRooVdffVUjRozQRx99VLhP1apVNX/+fCUmJqpDhw566qmnNGbMGD3yyCOF+3Tp0kWff/65PvroI7Vp00bffPONZs+erZYtWfsW8ERNQqromia15HRJ05Ylmh0HALwOaxYC8Ej3XtlAX6/dq8370/Xa3G165862ZkcCAJSy9u3ba8WKFX+5X+vWrbVkyZJL7tO/f3/179+/tKIBMNkj3SL1x87DmrV6r57s2VjVAi68dAEAoPiYWQjAI1kthl7t10qGIX2/fr+W7zlidiQAAACUky4Na6h57UBlOfI1cyXL0gBAaaIsBOCx2oRV0z2d60uSXpi9Wbl5TpMTAQAAoDwYhqFHukVIkqYvT1JOXr7JiQDAe1AWAvBoT/duphqVfLXncAZr1gAAAFQgf2tdR6GBfjp8Kkc/xB8wOw4AeA3KQgAerWqATaP7NJckTfptlw6cyDI5EQAAAMqDzWrRoKvCJUnTlibK5XKZGwgAvARlIQCPd1v7uuoUHqQsR75embPV7DgAAAAoJ3d1qq8AX6u2p55SXMJRs+MAgFegLATg8QzD0Es3t5TVYmjuplQt3nnY7EgAAAAoB1UDbLq9Qz1J0rSlSeaGAQAvQVkIwCs0rx2oB6LDJUljf9zCItcAAAAVxANdwiVJC7anKelIhrlhAMALUBYC8BpP9mqsWlXsSjySoamLE8yOAwAAgHLQsFZl9WhaSy5XwZWRAQCXh7IQgNcI9LPp+b4FFzt5f+Fu7T2WaXIiAAAAlIcHr46QJH29Zq/Ssx0mpwEAz0ZZCMCr3NSmjq6MrK5sh1Mv/czFTgAAACqCqxvVVOPgysrIzddXq/eaHQcAPBplIQCvcvZiJz4WQ7Fb0/T79jSzIwEAAKCMGYZROLtw+vIk5TtdJicCAM9FWQjA6zQJqVJ4sPjij1uV7eBiJwAAAN7ulnZ1FRRg077jWYrdygfGAFBSlIUAvNLj1zVWaKCfUo5lasofe8yOAwAAgDLmZ7NqQOf6kqRpyxJNTgMAnouyEIBXqmz30fN/K7jYyQeL9ij5aIbJiQAAAFDW7rsyXD4WQ6sSj2nz/pNmxwEAj0RZCMBr9W1VW1c3qqncPKde/HGLXC7WrgEAAPBmoVX91Ld1bUnSp8uSzA0DAB6KshCA1zIMQ+NubiGb1dDCHYdZuwYAAKACGHRVwdrVP204oEOnsk1OAwCeh7IQgFdrWKuyBneNlCSN+2mrsnK52AkAAIA3axtWTR0aBCk336mZK1LMjgMAHoeyEIDXG35tI9Wt5q/9J7I0eeFus+MAAACgjD14ZnbhzJXJynbwYTEAFAdlIQCvF+Droxf+FiVJ+mhxghIOnzY5EQAAAMpSTIsQ1anqpyOnc/XThgNmxwEAj0JZCKBCiGkRomua1FJuvlNjudgJAACAV/OxWnR/l3BJ0rRlSRz7AUAxUBYCqBAMw9C4m1rI12rRkl1H9MvmVLMjAQAAoAzd1SlM/jarth1M14qEY2bHAQCPQVkIoMIIr1lJQ64puNjJyz9vVUZOnsmJAAAAUFaqBfjqtg51JUnTliWanAYAPAdlIYAK5dEejRRW3V8HT2brX7/vMjsOAAAAytDALgUXOvltW5qSj2aYnAYAPANlIYAKxc9m1Ys3tpAkfbIkUbsPnTI5EQAAAMpKo+DK6t60llwuafryJLPjAIBHoCwEUOFc1zxEPZsHK8/p0guzudgJAACAN3vwqoLZhV+v2adT2Q6T0wCA+6MsBFAhjb2xhew+FsUlHNVPGw+aHQcAAABlpGvjmmoUXFmnc/L09Zp9ZscBALdHWQigQgqrHqBhPRpJkl75eSufMgMAAHgpwzAKZxd+ujxR+U7OKgGAS6EsBFBhPdItUuE1AnToVI4m/cbFTgAAALzVLe3qqlqATXuPZSl2a5rZcQDArVEWAqiw/GxWvXhTwcVOPl2epO2p6SYnAgAAQFnw97VqwBX1JUnTliaanAYA3BtlIYAKrXvTYF3fIlT5TpfGcLETAAAAr3V/dLh8LIZWJR3Tpn0nzY4DAG6LshBAhffCjVHyt1m1KumYvl+/3+w4AAAAKAOhVf30t9a1JUnTljG7EAAuhrIQQIVXt5q/Hruu4GInr83dppNZXOwEAADAGz10daQk6acNB5SWnm1yGgBwT5SFACDp4asjFVmrko6cztU7sTvNjgMAAIAy0KpeVV0RXl15Tpf+E5dkdhwAcEteWRbm5OSobdu2MgxD8fHx59y3ceNGde3aVX5+fgoLC9Obb7553uO//vprNWvWTH5+fmrVqpXmzp1bTskBmMXXx6KXbmopSfpPXJK2HGAdGwAAAG/04NXhkqSZK1OUlZtvbhgAcENeWRY+88wzqlOnznnb09PT1bt3bzVo0EBr167VW2+9pRdffFEfffRR4T7Lly/X3XffrYceekjr169Xv3791K9fP23evLk8XwIAE1zduKb6tq4tp0t6YfZmOZ1c7AQAAMDb9IoKVVh1f53IdOi79fvMjgMAbsfrysJffvlF8+fP19tvv33efTNnzlRubq6mTZumFi1a6K677tLjjz+uiRMnFu4zadIkXX/99Xr66afVvHlzvfzyy2rfvr3ef//98nwZAEzyQt8oBfhatS7lhL5Zx8EjAACAt7FaDA3sEiFJmrY0kQ+IAeB/+JgdoDSlpaVp8ODBmj17tgICAs67Py4uTt26dZOvr2/htpiYGI0fP17Hjx9XUFCQ4uLiNHLkyHMeFxMTo9mzZ1/05+bk5CgnJ6fw+/T0dEmSw+GQw8GFEori7PvE++VeKuK41Aiw6rEeDTX+1516fe429WhcQ9UCbGbHOk9FHBtPwLi4J8al+HivAHi7OzrW0zuxO7XncIYW7zqs7k2DzY4EAG7Da8pCl8ulgQMHasiQIerYsaOSkpLO2yc1NVURERHnbAsJCSm8LygoSKmpqYXb/rxPamrqRX/266+/rnHjxp23ff78+RcsLXFxsbGxZkfABVS0cQlxSqH+VqVmOvTktAW6I9JpdqSLqmhj4ykYF/fEuBRdZmam2REAoExV8bPpzk5h+mRpoj5ZmkhZCAB/4vZl4ahRozR+/PhL7rNt2zbNnz9fp06d0ujRo8sp2X+NHj36nNmI6enpCgsLU+/evRUYGFjueTyRw+FQbGysevXqJZvN/WZxVVQVeVyCWxzTvdPWaPkhi566JVqt6lY1O9I5KvLYuDPGxT0xLsV39iwJAPBmA7uE69NliVqy64h2pp1Sk5AqZkcCALfg9mXhU089pYEDB15yn8jISP3++++Ki4uT3W4/576OHTvqnnvu0YwZMxQaGqq0tLRz7j/7fWhoaOG/F9rn7P0XYrfbz/u5kmSz2fijpJh4z9xTRRyXq5uEqF/bOpodf0Dj5uzQ90O7yGIxzI51noo4Np6AcXFPjEvR8T4BqAjCqgeod1So5m1J1bSliXrjttZmRwIAt+D2FzipVauWmjVrdsmbr6+v/vWvf2nDhg2Kj49XfHy85s6dK0maNWuWXn31VUlSdHS0Fi9efM46PLGxsWratKmCgoIK91mwYME5GWJjYxUdHV1OrxiAu3iuT3NVtvtow94T+mrNXrPjAAAAoJQ91LVgmarv1u/X0dM5f7E3AFQMbl8WFlX9+vXVsmXLwluTJk0kSQ0bNlS9evUkSQMGDJCvr68eeughbdmyRbNmzdKkSZPOOYX4iSee0Lx58zRhwgRt375dL774otasWaPhw4eb8roAmCc40E8jehX8t2T8vO06npFrciIAAACUpo4NgtS6XlXl5jn1+coUs+MAgFvwmrKwKKpWrar58+crMTFRHTp00FNPPaUxY8bokUceKdynS5cu+vzzz/XRRx+pTZs2+uabbzR79my1bNnSxOQAzPJAdAM1Dami45kOvTV/h9lxAAAAUIoMw9BDVxfMLvzPimTl5OWbnAgAzOf2axaWVHh4uFwu13nbW7durSVLllzysf3791f//v3LKhoAD+Jjteilm1vozo9W6ItVKbqzY5jahFUzOxYAAABKyQ0ta+u1wG1KS8/RzxsO6rYO9cyOBACmqlAzCwGgJDpH1tAt7erK5ZLG/LBZTuf5H0QAAADAM/n6WHR/dLgk6ZOliRecdAIAFQllIQAUweg+zVTF7qMN+05qFhc7AQAA8Cr3dK4vP5tFWw+ma0XCMbPjAICpKAsBoAiCq3CxEwAAAG9VLcBXt7UvOP344yUJJqcBAHNRFgJAEd0f3UDNQqvoRKZDb/7KxU4AAAC8ycNdI2UY0oLth7Qr7ZTZcQDANJSFAFBEBRc7Kbgy+perUxS/94S5gQAAAFBqImpWUu+oEEnSx0sSTU4DAOahLASAYrgiorpu/dPFTvK52AkAAIDXeKRbpCTp+/X7dSg92+Q0AGAOykIAKKZRZy52snHfSX25OsXsOAAAACglHRpUV4cGQcrNd2pGXJLZcQDAFJSFAFBMwVX8NLJ3wcVO3py3Q8e42AkAAIDXGNy1YHbhZytSlJGTZ3IaACh/lIUAUAL3XVlwsZOTWQ699et2s+MAAACglPSKClF4jQCdzHLoqzV7zY4DAOWOshAASsDHatHL/c5e7GSvNu8/aXIiAAAAlAarxdDDZ2YXfrI0UXn5TpMTAUD5oiwEgBLqFF5dN7WpI5dLevHHLXK5uNgJAACAN7i9Qz1Vr+Srfcez9MvmVLPjAEC5oiwEgMswuk8z+dusWpN8XD9uOGB2HAAAAJQCP5tV90c3kCR9tDiBD4UBVCiUhQBwGWpX9dej3RtKkl6fu12ZuSyCDQAA4A3uu7KB7D4Wbdp/UisSjpkdBwDKDWUhAFymwd0iVS/IX6np2fpw0R6z4wAAAKAU1KhsV/+O9SRJU5ckmJwGAMoPZSEAXCY/m1XP920uSfr34gTtPZZpciIAAACUhoeujpRhSL9vP6RdaafMjgMA5YKyEABKQUyLUHVpWEO5eU69Nneb2XEAAABQCiJqVlJMVKgkZhcCqDh8irOz0+nUH3/8oSVLlig5OVmZmZmqVauW2rVrp549eyosLKyscgKAWzMMQ2NvbKEbJi3WL5tTtXzPEXVpWNPsWAAAALhMg7tFat6WVM1ef0D/6N1UwYF+ZkcCgDJVpJmFWVlZeuWVVxQWFqY+ffrol19+0YkTJ2S1WrV7926NHTtWERER6tOnj1asWFHWmQHALTUNraJ7ryy4at64H7cqL99pciIAAABcrg4NgtSxQZBy852avjzJ7DgAUOaKVBY2adJEGzdu1NSpU5Wenq64uDh9++23+uyzzzR37lylpKRoz5496tq1q+666y5NnTq1rHMDgFsa2auJqgXYtCPtlD5flWJ2HAAAAJSCwd0iJUmfrUhWRk6eyWkAoGwVqSycP3++vvrqK/Xp00c2m+2C+zRo0ECjR4/Wrl27dO2115ZqSADwFNUCfPVUryaSpAnzd+p4Rq7JiQDAfb366qvq0qWLAgICVK1atQvuk5KSor59+yogIEDBwcF6+umnlZd37h/qixYtUvv27WW329WoUSNNnz79vOeZPHmywsPD5efnp86dO2vVqlVl8IoAeKtezUMUUbOS0rPzNGv1XrPjAECZKlJZ2Lx58yI/oc1mU8OGDUscCAA83d1X1Fez0Co6meXQu7/tNDsOALit3Nxc9e/fX0OHDr3g/fn5+erbt69yc3O1fPlyzZgxQ9OnT9eYMWMK90lMTFTfvn3Vo0cPxcfH68knn9TDDz+sX3/9tXCfWbNmaeTIkRo7dqzWrVunNm3aKCYmRocOHSrz1wjAO1gshh7uGiFJ+mRpohwsNwPAixX7asgbN2684G3Tpk3atWuXcnJyyiInAHgMH6tFY26MkiTNXJmiPYdPm5wIANzTuHHjNGLECLVq1eqC98+fP19bt27VZ599prZt2+qGG27Qyy+/rMmTJys3t2Dm9pQpUxQREaEJEyaoefPmGj58uG6//Xa98847hc8zceJEDR48WIMGDVJUVJSmTJmigIAATZs2rVxeJwDvcFv7eqpZ2Vf7T2RpzsaDZscBgDJTrKshS1Lbtm1lGMZF77fZbLrzzjv173//W35+XCUKQMXUpWFN9WwerN+2HdLrc7fr4wc6mh0JADxOXFycWrVqpZCQkMJtMTExGjp0qLZs2aJ27dopLi5OPXv2POdxMTExevLJJyUVzF5cu3atRo8eXXi/xWJRz549FRcXd9GfnZOTc86H4Onp6ZIkh8Mhh8NRGi/P6519n3i/3A9jUzJWSfdfWV8Tf9utDxftVp8WtS75t3FxMS7uiXFxX4xN8RX1vSp2Wfj999/r2Wef1dNPP60rrrhCkrRq1SpNmDBBY8eOVV5enkaNGqXnn39eb7/9dnGfHgC8xqgbmmvhjsP6bVua4vYcVXTDGmZHAgCPkpqaek5RKKnw+9TU1Evuk56erqysLB0/flz5+fkX3Gf79u0X/dmvv/66xo0bd972+fPnKyAgoESvp6KKjY01OwIugrEpvlp5kt1i1Y6003r783lqEeQq9Z/BuLgnxsV9MTZFl5mZWaT9il0Wvvrqq5o0aZJiYmIKt7Vq1Ur16tXTCy+8oFWrVqlSpUp66qmnKAsBVGiNgivrns719Z+4ZL0yZ6t+Gn61LJbS+/QZANzRqFGjNH78+Evus23bNjVr1qycEpXM6NGjNXLkyMLv09PTFRYWpt69eyswMNDEZJ7D4XAoNjZWvXr1uuhFEmEOxuby7PbdoU+WJWt9dk093adTqT0v4+KeGBf3xdgU39kzJf5KscvCTZs2qUGDBudtb9CggTZt2iSp4FTlgwdZwwEAnriusb5ft19bDqTru/X7dXuHemZHAoAy9dRTT2ngwIGX3CcyMrJIzxUaGnreVYvT0tIK7zv779ltf94nMDBQ/v7+slqtslqtF9zn7HNciN1ul91uP2+7zWbjD5Ji4j1zX4xNyQzu1kj/WZGi1UnHtfHAKXVoUL1Un59xcU+Mi/tibIquqO9TsS9w0qxZM73xxhuFi0pLBW3uG2+8UfgJ8f79+8871QMAKqIale0adm0jSdLbv+5QVm6+yYkAoGzVqlVLzZo1u+TN19e3SM8VHR2tTZs2nXPV4tjYWAUGBioqKqpwnwULFpzzuNjYWEVHR0uSfH191aFDh3P2cTqdWrBgQeE+AFAcoVX9dGu7gg+AP1yUYHIaACh9xS4LJ0+erJ9//ln16tVTz5491bNnT9WrV08///yzPvzwQ0lSQkKCHn300VIPCwCeaGCXcNWt5q/U9GxNXcIBJQCclZKSovj4eKWkpCg/P1/x8fGKj4/X6dMFV5Hv3bu3oqKidN9992nDhg369ddf9fzzz2vYsGGFs/6GDBmihIQEPfPMM9q+fbs++OADffXVVxoxYkThzxk5cqSmTp2qGTNmaNu2bRo6dKgyMjI0aNAgU143AM/3yDWRMgzpt21p2pV2yuw4AFCqin0acpcuXZSYmKiZM2dq586dkqT+/ftrwIABqlKliiTpvvvuK92UAODB/GxWPXtDMz3+xXpN+WOP7uoUpuBArhYPAGPGjNGMGTMKv2/Xrp0kaeHCherevbusVqt+/vlnDR06VNHR0apUqZIeeOABvfTSS4WPiYiI0Jw5czRixAhNmjRJ9erV08cff3zO+tp33nmnDh8+rDFjxig1NVVt27bVvHnzOBMGQIk1rFVZMVGhmrclVVP+SNCEO9qYHQkASk2xy0JJqlKlioYMGVLaWQDAa93YuramLU1U/N4Tmhi7U2/c1trsSABguunTp2v69OmX3KdBgwaaO3fuJffp3r271q9ff8l9hg8fruHDhxc3IgBc1JDuDTVvS6p+iN+vkb2bqG41f7MjAUCpKPZpyJL0f//3f7r66qtVp04dJScnS5Leeecd/fDDD6UaDgC8hWEYeuFvzSVJX63Zq+2pRbsKFQAAANxT27Bqio6soTynS58sSTQ7DgCUmmKXhR9++KFGjhypG264QcePH1d+fsFi/UFBQXr33XdLOx8AeI0ODaqrT6tQOV3Sq3O2mR0HAAAAl2lo94aSpC9Wpeh4Ru5f7A0AnqHYZeF7772nqVOn6p///Kd8fP57FnPHjh21adOmUg0HAN7m2eubyWY1tGTXES3aceivHwAAAAC31bVxTbWoE6gsR75mxCWZHQcASkWxy8LExMTCxaf/zG63KyMjo1RCAYC3alCjkh6IDpckjZ+3Q06ny9xAAAAAKDHDMDTkmoLZhTOWJykzN8/kRABw+YpdFkZERCg+Pv687fPmzVPz5s1LIxMAeLVhPRqpit1H2w6m66eNB8yOAwAAgMtwQ8tQNagRoOOZDs1avdfsOABw2YpdFo4cOVLDhg3TrFmz5HK5tGrVKr366qsaPXq0nnnmmbLICABeJaiSr/5+TaQkacL8ncrNc5qcCAAAACXlY7VocNeCY7uPlyTKkc+xHQDPVuyy8OGHH9b48eP1/PPPKzMzUwMGDNCHH36oSZMm6a677iqLjADgdR68OkK1qtiVcixTX6xKMTsOAAAALsPtHeqpZmW79p/I0k8bOHMEgGcrdlkoSffcc4927dql06dPKzU1Vfv27dNDDz1U2tkAwGsF+Pro8esaS5Le+32XMnJY3wYAAMBT+dmsGnRVuCRpyh97WJcagEcrUVl4VkBAgIKDg0srCwBUKHd1ClN4jQAdOZ2rj5ckmh0HAAAAl+HeKxuost1HO9NOa+GOQ2bHAYAS8ynKTu3atZNhGEV6wnXr1l1WIACoKGxWi57q3VSPfbFeHy3eo3uvrK8ale1mxwIAAEAJVPW36Z4r6+vffyTow0V7dF3zELMjAUCJFGlmYb9+/XTzzTfr5ptvVkxMjPbs2SO73a7u3bure/fu8vPz0549exQTE1PWeQHAq/RtVVst6wYqIzdf7y/cbXYcAAAAXIaHroqQr9WiNcnHtTrpmNlxAKBEijSzcOzYsYVfP/zww3r88cf18ssvn7fP3r1cJh4AisNiMfTs9c103yerNHNFih68KkJh1QPMjgUAAIASCA70020d6uqLVXs1ZdEedRpY3exIAFBsxV6z8Ouvv9b9999/3vZ7771X3377bamEAoCKpGvjWrqqUQ3l5jv1TuxOs+MAAADgMgzuGinDkBZsP6TtqelmxwGAYit2Wejv769ly5adt33ZsmXy8/MrlVAAUNE8E9NMkvR9/H4OKgEAADxYZK3KuqFlqCTpw0V7TE4DAMVX7LLwySef1NChQ/X444/rs88+02effabHHntMw4YN04gRI8oiIwB4vTZh1dSnVahcLumteTvMjgMAAIDL8Gj3RpKknzYcUMrRTJPTAEDxFLssHDVqlGbMmKG1a9fq8ccf1+OPP65169bp008/1ahRo8oiIwBUCP/o3VRWi6EF2w9pDQtiAwAAeKyWdavqmia15HRJUxYzuxCAZyl2WShJd9xxh5YtW6Zjx47p2LFjWrZsme64447SzgYAFUpkrcq6o2M9SdKE+axdCAAA4MmG9SiYXfjNmn1KS882OQ0AFF2RykKXy1XWOQAAkoZf21i+VoviEo5q+e4jZscBAABACV0RUV2dwoOUm+/Ux0sSzI4DAEVWpLKwRYsW+vLLL5Wbm3vJ/Xbt2qWhQ4fqjTfeKJVwAFDR1K3mr7uvCJMkTYjdyYc1AAAAHuzRM7MLZ65M0fGMS/89DQDuwqcoO7333nt69tln9eijj6pXr17q2LGj6tSpIz8/Px0/flxbt27V0qVLtWXLFg0fPlxDhw4t69wA4LWG9WikL1fv1drk4/pj52F1bxpsdiQAAACUQPcmtRRVO1BbD6Zr+vIkjejVxOxIAPCXilQWXnfddVqzZo2WLl2qWbNmaebMmUpOTlZWVpZq1qypdu3a6f7779c999yjoKCgss4MAF4tONBP913ZQB8vTdTE2J26pkktGYZhdiwAAAAUk2EYerRHQw3/fL2mL0/S4G6Rqmwv0p/hAGCaYv1X6uqrr9bVV19dVlkAAGcM6d5Qn69K0cZ9JxW7NU29W4SaHQkAAAAlcEPL2oqouVOJRzL0xcoUDe4WaXYkALikEl0NGQBQtmpWtmtgl3BJ0sTYnXI6WbsQAADAE1kthoZe01CSNHVJgrId+SYnAoBLoywEADf1SLdIVbH7aHvqKf2yOdXsOAAAACihfu3qqnZVPx06laNv1+0zOw4AXBJlIQC4qWoBvnrw6ghJ0ju/7VQ+swsBAAA8kq+PRY+cOf14yh97lJfvNDkRAFwcZSEAuLGHukaoqr9Nuw+d1o8b9psdBwAAACV0V6f6ql7JV3uPZennjQfNjgMAF0VZCABuLNDPVvgp9KTfdvEpNAAAgIfy97XqwavCJUkfLNrNmtQA3FaJysI9e/bo+eef1913361Dhw5Jkn755Rdt2bKlVMMBAKSBXcJVo5Kvko5m6rt1zC4EAADwVPdFh6uy3Uc7005rwfZDZscBgAsqdln4xx9/qFWrVlq5cqW+++47nT59WpK0YcMGjR07ttQDAkBFV8nuo6HdC66gN2nBLuXmMbsQAADAE1X1t+m+6AaSpPcX7pbLxexCAO6n2GXhqFGj9Morryg2Nla+vr6F26+99lqtWLGiVMOVxJw5c9S5c2f5+/srKChI/fr1O+f+lJQU9e3bVwEBAQoODtbTTz+tvLy8c/ZZtGiR2rdvL7vdrkaNGmn69Onl9wIA4ALuvbKBgqvYtf9Elr7jCnoAAAAe68GrImT3sWjD3hOK23PU7DgAcJ5il4WbNm3SLbfcct724OBgHTlypFRCldS3336r++67T4MGDdKGDRu0bNkyDRgwoPD+/Px89e3bV7m5uVq+fLlmzJih6dOna8yYMYX7JCYmqm/fvurRo4fi4+P15JNP6uGHH9avv/5qxksCAEmSn82qv19TMLvw/YW75WDtQgAAAI9Uq4pdd3UKkyRNXrTb5DQAcL5il4XVqlXTwYPnX7lp/fr1qlu3bqmEKom8vDw98cQTeuuttzRkyBA1adJEUVFRuuOOOwr3mT9/vrZu3arPPvtMbdu21Q033KCXX35ZkydPVm5uriRpypQpioiI0IQJE9S8eXMNHz5ct99+u9555x2zXhoASJIGXFFfNSvbte94ln7YwBX0AAAAPNXgbpHysRhatvuo1qccNzsOAJzDp7gPuOuuu/Tss8/q66+/lmEYcjqdWrZsmf7xj3/o/vvvL4uMRbJu3Trt379fFotF7dq1U2pqqtq2bau33npLLVu2lCTFxcWpVatWCgkJKXxcTEyMhg4dqi1btqhdu3aKi4tTz549z3numJgYPfnkkxf92Tk5OcrJySn8Pj09XZLkcDjkcDhK8VV6r7PvE++Xe2Fc3IuPIT18dQO9MW+nPliUoBFNGRt3w++Me2Jcio/3CgDKVr2gAPVrV1ffrN2nDxbt0dT7O5odCQAKFbssfO211zRs2DCFhYUpPz9fUVFRys/P14ABA/T888+XRcYiSUhIkCS9+OKLmjhxosLDwzVhwgR1795dO3fuVPXq1ZWamnpOUSip8PvU1NTCfy+0T3p6urKysuTv73/ez3799dc1bty487bPnz9fAQEBpfL6KorY2FizI+ACGBf3UT1fquxj1d7jWVp7xJCVsXFL/M64J8al6DIzM82OAABeb8g1DfXtun2K3ZqmnWmnFFHdz+xIACCpBGWhr6+vpk6dqjFjxmjTpk06ffq02rVrp8aNG5dFPo0aNUrjx4+/5D7btm2T01mwftc///lP3XbbbZKkTz/9VPXq1dPXX3+tv//972WST5JGjx6tkSNHFn6fnp6usLAw9e7dW4GBgWX2c72Jw+FQbGysevXqJZvNZnYcnMG4uKfD1RL11vxdmr/Pomfv6i5/u93sSDiD3xn3xLgU39mzJAAAZadRcGVd3yJUv2xO1YeL9ujNW1uYHQkAJJWgLDwrLCyscHbhpk2bdPz4cQUFBZVmNknSU089pYEDB15yn8jIyMJ1FKOiogq32+12RUZGKiUlRZIUGhqqVatWnfPYtLS0wvvO/nt225/3CQwMvOCswrM/x36BP9ZtNht/lBQT75l7Ylzcy8CrIvXx0iQdznRo/vZjur1jfbMj4X/wO+OeGJei430CgPLxaPdG+mVzqn7ccEDDu0eYHQcAJJXgAidPPvmkPvnkE0kFVxe+5ppr1L59e4WFhWnRokWlnU+1atVSs2bNLnnz9fVVhw4dZLfbtWPHjsLHOhwOJSUlqUGDBpKk6Ohobdq0SYcOHSrcJzY2VoGBgYUlY3R0tBYsWHBOhtjYWEVHR5f6awOAkqhk99GDXQr+u/bBoj3Kd7pMTgQAAICSaFWvqro1qaV8p0sfL00yOw4ASCpBWfjNN9+oTZs2kqSffvpJCQkJ2r59u0aMGKF//vOfpR6wqAIDAzVkyBCNHTtW8+fP144dOzR06FBJUv/+/SVJvXv3VlRUlO677z5t2LBBv/76q55//nkNGzascGbgkCFDlJCQoGeeeUbbt2/XBx98oK+++kojRoww7bUBwP+6p3N9BVhdSjiSqTmbuDIyAACApxrWvaEk6Zt1+3Uy1+QwAKASlIVHjhwpPGV37ty5uuOOO9SkSRM9+OCD2rRpU6kHLI633npLd911l+677z516tRJycnJ+v333wtPj7Zarfr5559ltVoVHR2te++9V/fff79eeumlwueIiIjQnDlzFBsbqzZt2mjChAn6+OOPFRMTY9bLAoDzVPHzUfc6BWu1vrdgl5zMLgQAAPBIV0RUV8cGQXLku7ToQLH/RAeAUlfsNQtDQkK0detW1a5dW/PmzdOHH34oqeCqeVartdQDFofNZtPbb7+tt99++6L7NGjQQHPnzr3k83Tv3l3r168v7XgAUKq6hbq09LCPdh06rV82p6pv69pmRwIAAEAxGYahR3s01IPT12hpmqETmQ7VqsrasQDMU+yPLQYNGqQ77rhDLVu2lGEY6tmzpyRp5cqVatasWakHBABcmL+PNDC6YO3CfzG7EAAAwGP1aBqsZiGVles09H8rU8yOA6CCK3ZZ+OKLL+rjjz/WI488omXLlhWu9We1WjVq1KhSDwgAuLj7o+urit1HO9JOaf7WVLPjAAAAoAQMw9CQayIlSf+JS9HpnDyTEwGoyIp9GrIk3X777edte+CBBy47DACgeKr62zToqnD96/fdmrRgt3pHhcpiMcyOBQAAgGK6vkWIavm5dDjLoZkrkvX3axqaHQlABVWisjAjI0N//PGHUlJSlJt77uWaHn/88VIJBgAomgevjtC0ZUnadjBdv21LU+8WoWZHAgAAQDFZLYZ61XXq8z1WTV2SoAe6hMvPZu51AQBUTMUuC9evX68+ffooMzNTGRkZql69uo4cOaKAgAAFBwdTFgJAOasW4KsHujTQ5IV7NGnBLvWKCpFhMLsQAADA03Ss6dLio37adyJbX6xK0aCrIsyOBKACKvaahSNGjNCNN96o48ePy9/fXytWrFBycrI6dOhwyasQAwDKzkNXRyrA16otB9K1YNshs+MAAACgBKwW6ZFuBQXhv/9IUE5evsmJAFRExS4L4+Pj9dRTT8lischqtSonJ0dhYWF688039dxzz5VFRgDAX6heyVf3R4dLkt77fZdcLq6MDAAA4IlubVdXIYF2paZn69u1+82OA6ACKnZZaLPZZLEUPCw4OFgpKQWXda9atar27t1buukAAEX2cNcI+dks2rDvpJbuPmJ2HAAAAJSA3ceiv3cruLjJB4t2y5HvNDkRgIqm2GVhu3bttHr1aknSNddcozFjxmjmzJl68skn1bJly1IPCAAompqV7br7ivqSpPd/321yGgAAAJTU3VfUV83Kvtp3PEs/xB8wOw6ACqbYZeFrr72m2rVrS5JeffVVBQUFaejQoTp8+LA++uijUg8IACi6R7pFymY1tDLxmFYnHTM7DgAAAErA39eqh7tGSpI+WLhb+U6WmAFQfopdFnbs2FE9evSQVHAa8rx585Senq61a9eqTZs2pR4QAFB0tav66/YOYZKYXQgAAODJ7r2ygar625RwJENzNx00Ow6ACqTYZSEAwL0NvaahrBZDf+w8rE37TpodBwAAACVQ2e6jB68quDLy+7/vlpPZhQDKSbHLwrS0NN13332qU6eOfHx8ZLVaz7kBAMxVv0aAbmpTR5L0/sJdJqcBAABASQ28KlxV7D7akXZKsdvSzI4DoILwKe4DBg4cqJSUFL3wwguqXbu2DMMoi1wAgMvwaPeGmh2/X79uSdPOtFNqElLF7EgAAAAopqr+Nt3fpYEmL9yj93/frd5RIfwNDqDMFbssXLp0qZYsWaK2bduWQRwAQGloHFJF17cI1S+bUzV54W5Nuqud2ZEAAABQAg9eFaFpS5O0af9JLdp5WD2aBpsdCYCXK/ZpyGFhYXK5WCsBANzdsB6NJEk/bTigpCMZJqcBAABASdSobNe9V9aXJL23YBd/jwMoc8UuC999912NGjVKSUlJZRAHAFBaWtatqh5Na8npkqb8scfsOAAAACihwV0j5etj0bqUE4pLOGp2HABerkinIQcFBZ2zLkJGRoYaNmyogIAA2Wy2c/Y9duxY6SYEAJTY8GsbaeGOw/p23T49fl1j1anmb3YkAAAAFFNwoJ/u6hSm/8Ql670Fu9WlYU2zIwHwYkUqC999990yjgEAKAsdGlTXlZHVtSLhmD5anKAXb2phdiQAAACUwN+vaagvVqUoLuGo1iQdU8fw6mZHAuClilQWPvDAA2WdAwBQRh67trFWJKzUF6tSNKxHI9WqYjc7EgAAAIqpbjV/3da+nr5cvVfvL9yt6YOuMDsSAC9V5DULnU6nxo8fr6uuukqdOnXSqFGjlJWVVZbZAACloEvDGmobVk05eU59vDTB7DgAAAAooaHdG8piSIt2HNamfSfNjgPASxW5LHz11Vf13HPPqXLlyqpbt64mTZqkYcOGlWU2AEApMAxDw89cGfmzuGSdyMw1OREAAABKokGNSrq5bV1J0nu/7zI5DQBvVeSy8D//+Y8++OAD/frrr5o9e7Z++uknzZw5U06nsyzzAQBKwXXNg9W8dqAycvP16bIks+MAAACghIb1aCjDkOZvTdP21HSz4wDwQkUuC1NSUtSnT5/C73v27CnDMHTgwIEyCQYAKD2GYWhYj4aSpOnLk3Q6J8/kRABQcOZKly5dFBAQoGrVql1wH8Mwzrt9+eWX5+yzaNEitW/fXna7XY0aNdL06dPPe57JkycrPDxcfn5+6ty5s1atWlUGrwgAyl6j4Crq07K2JGnywj0mpwHgjYpcFubl5cnPz++cbTabTQ6Ho9RDAQBK3w0tayuyViWdzHLosxXJZscBAOXm5qp///4aOnToJff79NNPdfDgwcJbv379Cu9LTExU37591aNHD8XHx+vJJ5/Uww8/rF9//bVwn1mzZmnkyJEaO3as1q1bpzZt2igmJkaHDh0qq5cGAGVq2JklZn7eeEB7Dp82OQ0Ab1OkqyFLksvl0sCBA2W3//cqmtnZ2RoyZIgqVapUuO27774r3YQAgFJhtRh6tHsj/ePrDfp4SYIGdgmXn81qdiwAFdi4ceMk6YIzAf+sWrVqCg0NveB9U6ZMUUREhCZMmCBJat68uZYuXap33nlHMTExkqSJEydq8ODBGjRoUOFj5syZo2nTpmnUqFGl9GoAoPxE1QlUz+bB+m3bIU1euFsT72hrdiQAXqTIZeEDDzxw3rZ77723VMMAAMrWzW3r6N3fdmrf8Sx9uSpFA6+KMDsSAPylYcOG6eGHH1ZkZKSGDBmiQYMGyTAMSVJcXJx69ux5zv4xMTF68sknJRXMXly7dq1Gjx5deL/FYlHPnj0VFxd30Z+Zk5OjnJycwu/T0wvWBXM4HJxZU0Rn3yfeL/fD2Lin4o7LkG4R+m3bIf0Qf0CPXhOhBtUDyjJehcXvi/tibIqvqO9VkcvCTz/9tMRhAADuwWa1aMg1DfX87M369+IEDejcQL4+RV6RAgDK3UsvvaRrr71WAQEBmj9/vh599FGdPn1ajz/+uCQpNTVVISEh5zwmJCRE6enpysrK0vHjx5Wfn3/BfbZv337Rn/v6668Xznz8s/nz5ysggD/IiyM2NtbsCLgIxsY9FWdcmlW1aPtJi/752WINaMTFR8sSvy/ui7EpuszMzCLtV+SyEADgHW7vUE//WrBLB09m67t1+3TXFfXNjgTAi4waNUrjx4+/5D7btm1Ts2bNivR8L7zwQuHX7dq1U0ZGht56663CsrCsjB49WiNHjiz8Pj09XWFhYerdu7cCAwPL9Gd7C4fDodjYWPXq1Us2m83sOPgTxsY9lWRcarc8oTumrtLao1a9fl83hQXxYUZp4/fFfTE2xXf2TIm/QlkIABWMn82qR7pF6pU52/ThH3t0e4d68rEyuxBA6Xjqqac0cODAS+4TGRlZ4ufv3LmzXn75ZeXk5Mhutys0NFRpaWnn7JOWlqbAwED5+/vLarXKarVecJ+LrYMoSXa7/Zy1us+y2Wz8QVJMvGfui7FxT8UZlysa1lLXxjW1ZNcRTV2arNdvbV3G6Soufl/cF2NTdEV9n/jrEAAqoAGd6ysowKbko5n6eeNBs+MA8CK1atVSs2bNLnnz9fUt8fPHx8crKCiosMiLjo7WggULztknNjZW0dHRkiRfX1916NDhnH2cTqcWLFhQuA8AeLInrmssSfp6zT7tO160UwwB4FIoCwGgAgrw9dFDVxdc3GTywt1yOl0mJwJQEaWkpCg+Pl4pKSnKz89XfHy84uPjdfr0aUnSTz/9pI8//libN2/W7t279eGHH+q1117TY489VvgcQ4YMUUJCgp555hlt375dH3zwgb766iuNGDGicJ+RI0dq6tSpmjFjhrZt26ahQ4cqIyOj8OrIAODJOoZX11WNaijP6dIHi/aYHQeAF+A0ZACooO6LDte//0jQrkOnNX9rmq5vefHT8QCgLIwZM0YzZswo/L5du3aSpIULF6p79+6y2WyaPHmyRowYIZfLpUaNGmnixIkaPHhw4WMiIiI0Z84cjRgxQpMmTVK9evX08ccfKyYmpnCfO++8U4cPH9aYMWOUmpqqtm3bat68eedd9AQAPNUT1zXRst1x+nrNXg3r0Uh1q/mbHQmAB6MsBIAKqqq/TQ90Cdf7C3fr/YW7FNMiRIZhmB0LQAUyffp0TZ8+/aL3X3/99br++uv/8nm6d++u9evXX3Kf4cOHa/jw4cWNCAAe4YqI6oqOrKG4hKP6cNFuvdKvldmRAHgwTkMGgArswasj5G+zavP+dC3aedjsOAAAACihx8+sXfjV6n06eDLL5DQAPBllIQBUYNUr+eqezvUlSZN/3y2Xi7ULAQAAPFF0wxq6IqK6cvOdmsLahQAuA2UhAFRwg7tFytdq0Zrk41qZeMzsOAAAACihJ8/MLvxi9V6lpWebnAaAp6IsBIAKLiTQT3d0qidJev/33SanAQAAQElFN6yhTuFBys1z6kNmFwIoIcpCAID+3q2hfCyGlu4+ovUpx82OAwAAgBIwDENPXNdEkvTFqhQdYnYhgBKgLAQAKKx6gG5pV1eSNHkhswsBAAA81VWNaqhDgyDl5Dk15Y8Es+MA8ECUhQAASdLQ7g1lMaTfth3SlgMnzY4DAACAEiiYXViwduHMlck6dIrZhQCKh7IQACBJiqxVWX1b15EkfbCQNW4AAAA8VdfGNdU2rJpy8pyaupjZhQCKh7IQAFBoWI+GkqS5mw9q96HTJqcBAABASRiGoSd6Fswu/L8VyTpyOsfkRAA8CWUhAKBQs9BA9YoKkcslfbCItQsBAAA8VfcmtdSmXlVlO5hdCKB4KAsBAOcY3qORJOmH+ANKOZppchoAAACUxJ9nF/4nLllHmV0IoIgoCwEA52gTVk3dmtRSvtOlD/9g7UIAAABP1aNpsFrXq6osR76mLkk0Ow4AD0FZCAA4z2PXFswu/HbtPh08mWVyGgAAAJSEYRh6/NqzswuTdCwj1+READwBZSEA4Dydwqvriojqys136iPWuAEAAPBY1zUPVsu6gcrMzdcnSzmuA/DXKAsBABd0dnbhF6tSuIIeAACAh/rz7MIZy5N1IpPZhQAujbIQAHBBVzeqqTZh1ZTtcOqTpaxxAwAA4Kl6RYWoee1Anc7J47gOwF+iLAQAXJBhGIVXRv7P8iQ+hQYAAPBQhmHoiesKjus+XcZxHYBLoywEAFzUdc2C1Sy0ijJy8zV9eZLZcQAAAFBCvaNCC2cXTl3C2oUALo6yEABwURaLoeHX/vdT6NM5eSYnAgAAQElYLIae7FmwduH0ZVwZGcDFURYCAC7phpa1FVmrkk5mOfTZimSz4wD4f/buOzyqKv/j+OfOZNIbgRQCARJaCCWhC4oCUkUFC5a19xJ2RVxd8Odi17WgWOJiWQU7ViwgElEEJNJDC51QQwIhgZA+mZnfH4EIUgyQcGeS9+t58pC598zMZ+5x8PC995wLAMBpGpQQqfbRwSoqd+ituVxdCOD4KBYCAE7KajF0b9/KqwvfmbdFJeUOkxMBAADgdBiGoTED20iSpizYqtzCMpMTAXBHFAsBAH9peFK0mjbwU25huT5dvN3sOAAAADhN/eMjlNg0RCV2h978dbPZcQC4IYqFAIC/ZLNadE/flpKkt+ZuUVkFVxcCAAB4IsMwNPrQ1YUf/L5New6WmpwIgLuhWAgAqJYruzZVZLCPdh8o1VfLdpkdBwAAAKepb5twdW4WqlK7U5PmsHYhgKPVqWLhhg0bNHz4cDVq1EjBwcE677zz9MsvvxzVZvv27Ro2bJj8/f0VERGhBx98UBUVR9/dc86cOerSpYt8fHzUqlUrTZ48+Sx+CgBwTz5eVt15fuXVhf+ds1kVDqfJiQAAAHA6jly78MOF25RTwNWFAP5Qp4qFF198sSoqKvTzzz9r6dKlSkxM1MUXX6zs7GxJksPh0LBhw1ReXq4FCxZoypQpmjx5ssaPH1/1GpmZmRo2bJj69eun9PR0jR49Wrfffrt+/PFHsz4WALiNa3vEqGGAt7bnFeu7lVlmxwEAAMBpOq9VI3Vv0UDlFU698csms+MAcCN1pliYm5urjRs3auzYserUqZNat26t//znPyouLtbq1aslSbNmzVJGRoY+/PBDJSUlaejQoXryySeVkpKi8vJySdKkSZMUGxurCRMmqF27dho1apSuvPJKvfzyy2Z+PABwC/7eXrqtT6wk6fWfN8npdJmcCAAAAKfDMAzdP6Dy6sJPFu1Q1v4SkxMBcBdeZgeoKQ0bNlTbtm31/vvvV00hfvPNNxUREaGuXbtKktLS0tSxY0dFRkZWPW/w4MG65557tGbNGnXu3FlpaWkaMGDAUa89ePBgjR49+oTvXVZWprKyP245X1BQIEmy2+2y2+01+CnrrsPHiePlXugX92Vm31zTtYkmzdmszXuL9P2KnRraIeqsZ3BXfGfcE/1y6jhWAFA/9GrZUD1jw7QwM08pv2zS05d1NDsSADdQZ4qFhmHop59+0ogRIxQUFCSLxaKIiAjNnDlTDRo0kCRlZ2cfVSiUVPX48FTlE7UpKChQSUmJ/Pz8jnnvZ599Vo8//vgx22fNmiV/f/8a+Xz1RWpqqtkRcBz0i/syq296NbLox50WPffdCjm3LZNhmBLDbfGdcU/0S/UVFxebHQEAcBYYhqH7B7bRNW/9rs+W7NA9fVuqaQP+DQvUd25fLBw7dqyee+65k7ZZu3at2rZtq+TkZEVERGjevHny8/PTO++8o0suuUSLFy9W48aNay3juHHjNGbMmKrHBQUFiomJ0aBBgxQcHFxr71uX2O12paamauDAgbLZbGbHwSH0i/syu296FZdr/oR52lXskH+r7urXNvysZ3BHZvcLjo9+OXWHZ0kAAOq+c+Ia6txWDfXbpn1K+WWTnr28k9mRAJjM7YuFDzzwgG6++eaTtomLi9PPP/+s77//Xvn5+VUFujfeeEOpqamaMmWKxo4dq6ioKC1atOio5+bk5EiSoqKiqv48vO3INsHBwce9qlCSfHx85OPjc8x2m83GP0pOEcfMPdEv7susvokIsen6c5rrzblb9MavmRrYvrEMLi+swnfGPdEv1cdxAoD65f4BbfTbpjR9vmSn7rmglZo15OpCoD5z+xuchIeHKz4+/qQ/3t7eVdNlLJajP5LFYpHT6ZQk9erVS6tWrdKePXuq9qempio4OFgJCQlVbWbPnn3Ua6SmpqpXr161+TEBwOPc1idWPl4Wpe/YrwWb95kdBwAAAKepW4sw9WndSBVOl177eaPZcQCYzO2LhdXVq1cvNWjQQDfddJNWrFihDRs26MEHH1RmZqaGDRsmSRo0aJASEhJ0ww03aMWKFfrxxx/1yCOPKDk5uerKwLvvvltbtmzRQw89pHXr1umNN97QZ599pvvvv9/MjwcAbiciyFfX9mgmqfLOyAAAAPBc9w+svDPyV8t3aWtukclpAJipzhQLGzVqpJkzZ6qwsFD9+/dXt27dNH/+fH3zzTdKTEyUJFmtVn3//feyWq3q1auXrr/+et1444164oknql4nNjZW06dPV2pqqhITEzVhwgS98847Gjx4sFkfDQDc1p3nx8lmNZS2ZZ+WbM0zOw4AAABOU5dmDdSvbbgcTpde5epCoF5z+zULT0W3bt30448/nrRN8+bNNWPGjJO26du3r5YvX16T0QCgTooO9dMVXZrq08U79PovmzT5lh5mRwIAAMBpGj2gjX5Zv1fTlu9Scr9WahkeaHYkACaoM1cWAgDMcU/flrIY0pz1e7V61wGz4wAAAOA0JcaEakC7CDld0quzuboQqK8oFgIAzkjzhgEantREEmsXAgAAeLrRAyrXLvx2RZY25hw0OQ0AM1AsBACcsXv7tpQkzVyTrQ0MKgEAADxWhyYhGtw+Ui6X9FLqBrPjADABxUIAwBlrHRmkoR2iJEkpv3B1IQAAgCd7YFBbGYb0w+pslpkB6iGKhQCAGpHcr5Uk6bsVWcrMLTI5DQAAAE5Xm8ggDU+MliS9OGu9yWkAnG0UCwEANaJDkxD1j69cEJurCwEAADzb6AFtZLUYmrN+r5ZszTM7DoCziGIhAKDG/OPC1pKkr5fv0rZ9XF0IAADgqVo0CtBV3ZpKkl74cb1cLpfJiQCcLRQLAQA1JikmVBe0CZfD6eLqQgAAAA/39/6t5W21aGFmnuZvyjU7DoCzhGIhAKBGHb668Ktlu7Qjr9jkNAAAADhd0aF+uu6cZpKkF7m6EKg3KBYCAGpU1+YN1Kd1I1U4XXpjDlcXAgAAeLJ7+7aSn82qFTsPKDUjx+w4AM4CioUAgBp336GrC79YulM787m6EAAAwFOFB/nolnNbSJJeSt0gp5OrC4G6jmIhAKDGdWsRpnNbNZTd4dJ/52w2Ow4AAADOwF3nt1SQr5fWZR/UdyuzzI4DoJZRLAQA1Ip/9K+8uvCzJTuUtb/E5DQAAAA4XSH+Nt3ZJ06SNPGnjapwOE1OBKA2USwEANSKnnENdU5cmOwOlyb9ytWFAAAAnuyW82IVFuCtzNwifblsp9lxANQiioUAgFpz+M7Iny7aoewDpSanAQAAwOkK9PHSvX1bSpJenb1JZRUOkxMBqC0UCwEAtaZXXEP1aBGmcoeTqwsBAAA83PXnNFdksI927S/RJwu3mx0HQC2hWAgAqDWGYei+AZVXF368aLv2FHB1IQAAgKfytVmrZo68/stmFZdXmJwIQG2gWAgAqFW9WzZU1+YNVF7h1KRft5gdBwAAAGfgqm4xahbmr9zCMk1ZsM3sOABqAcVCAECtMgxD9x06A/3Rwm3ac5CrCwEAADyVzWrR6EMzRyb9ulkFpXaTEwGoaRQLAQC1rk/rRkqKCVVZhVNvz+XqQgAAAE82PKmJWkcE6kCJXe/MyzQ7DoAaRrEQAFDrjly78IPftym3sMzkRAAAADhdVouhMQPbSJL+N2+L8orKTU4EoCZRLAQAnBV924QrsWmISu1OvT2PqwsBAAA82ZAOUerQJFhF5Q698csms+MAqEEUCwEAZ4VhGFV3z/sgbRtnoAEAADyYYRj656C2kqT3f9+mXftLTE4EoKZQLAQAnDX94yPUoUmwissdXF0IAADg4S5oE65z4sJUXuHUxNQNZscBUEMoFgIAzhrDMPSP/pVXF76/YKvyuboQAADAYxmGoX8NiZckfblspzbmHDQ5EYCaQLEQAHBWDUyIVELjyvVtuLoQAADAs3Vu1kCD20fK6ZJe+HG92XEA1ACKhQCAs+rI8N7jPQABAABJREFUOyNPXrBV+7gzMgAAgEd7cHBbWQxpVkaOlm7LNzsOgDNEsRAAcNYNSohUxyYhKi536K25XF0IAADgyVpFBGlk1xhJ0nMz18nlcpmcCMCZoFgIADjrDMPQmIFtJElT0rZqz8FSkxMBMMPWrVt12223KTY2Vn5+fmrZsqUeffRRlZcfvZ7pypUr1adPH/n6+iomJkbPP//8Ma/1+eefKz4+Xr6+vurYsaNmzJhx1H6Xy6Xx48ercePG8vPz04ABA7Rx48Za/XwAUJ+MHtha3l4WLcrM05z1e82OA+AMUCwEAJiib9twJcWEqtTu1H/nbDY7DgATrFu3Tk6nU2+++abWrFmjl19+WZMmTdLDDz9c1aagoECDBg1S8+bNtXTpUr3wwgt67LHH9NZbb1W1WbBgga699lrddtttWr58uUaMGKERI0Zo9erVVW2ef/55vfrqq5o0aZIWLlyogIAADR48WKWlnKwAgJrQOMRPN/duIany6kKnk6sLAU/lZXYAAED9ZBiGHhjURjf8b5E+Wrhdd53fUlEhvmbHAnAWDRkyREOGDKl6HBcXp/Xr1+u///2vXnzxRUnSRx99pPLycr377rvy9vZW+/btlZ6erpdeekl33nmnJOmVV17RkCFD9OCDD0qSnnzySaWmpur111/XpEmT5HK5NHHiRD3yyCMaPny4JOn9999XZGSkpk2bpmuuueaYbGVlZSor+2NN1YKCAkmS3W6X3W6vnQNSxxw+Thwv90PfuKe60C93nNtcnyzarnXZB/XVsh0antjY7EhnrC70S11F35y66h4rioUAANOc16qRerQI06KteUr5ZZOeHNHB7EgATHbgwAGFhYVVPU5LS9P5558vb2/vqm2DBw/Wc889p/z8fDVo0EBpaWkaM2bMUa8zePBgTZs2TZKUmZmp7OxsDRgwoGp/SEiIevbsqbS0tOMWC5999lk9/vjjx2yfNWuW/P39z/Rj1iupqalmR8AJ0DfuydP75YIIQ99vt+rZ71bK2LFcXnVkPqOn90tdRt9UX3FxcbXaUSwEAJjGMAzdP7CNrn37d326eLvuuiBOTRvwj3Cgvtq0aZNee+21qqsKJSk7O1uxsbFHtYuMjKza16BBA2VnZ1dtO7JNdnZ2Vbsjn3e8Nn82bty4owqQBQUFiomJ0aBBgxQcHHyan7B+sdvtSk1N1cCBA2Wz2cyOgyPQN+6prvRLv3KHFk2crz0Hy7S/UQfdeE4zsyOdkbrSL3URfXPqDs+U+CsUCwEApurVsqF6t2yoBZv3KeWXTXr28k5mRwJwhsaOHavnnnvupG3Wrl2r+Pj4qse7du3SkCFDNHLkSN1xxx21HfEv+fj4yMfH55jtNpuNf5CcIo6Z+6Jv3JOn94vNZtM/LmytR6at1htztujqHs0V6OP5pQdP75e6jL6pvuoepzpyQTAAwJMdvjPy50t2avu+6l0aD8B9PfDAA1q7du1Jf+Li4qraZ2VlqV+/furdu/dRNy6RpKioKOXk5By17fDjqKiok7Y5cv+RzzteGwBAzbm6e4xiGwVoX1G5/jcv0+w4AE4RxUIAgOm6tQjT+W3CVeF06ZXZG82OA+AMhYeHKz4+/qQ/h9cg3LVrl/r27auuXbvqvffek8Vy9PC0V69emjt37lELcqempqpt27Zq0KBBVZvZs2cf9bzU1FT16tVLkhQbG6uoqKij2hQUFGjhwoVVbQAANcdmteiBQZUng9+au1n7Csv+4hkA3AnFQgCAWzh8deHXy3dqy95Ck9MAOBsOFwqbNWumF198UXv37lV2dvZR6wj+7W9/k7e3t2677TatWbNGU6dO1SuvvHLUeoL33XefZs6cqQkTJmjdunV67LHHtGTJEo0aNUpS5fqoo0eP1lNPPaVvv/1Wq1at0o033qjo6GiNGDHibH9sAKgXLurQWB2aBKuo3KHXf9lkdhwAp4BiIQDALSTFhGpAuwg5XeLqQqCeSE1N1aZNmzR79mw1bdpUjRs3rvo5LCQkRLNmzVJmZqa6du2qBx54QOPHj9edd95Z1aZ37976+OOP9dZbbykxMVFffPGFpk2bpg4d/rjD+kMPPaS///3vuvPOO9W9e3cVFhZq5syZ8vX1PaufGQDqC4vF0L+GVK5N++Hv21hqBvAgFAsBAG5j9IDKqwu/XZGlDTkHTU4DoLbdfPPNcrlcx/05UqdOnTRv3jyVlpZq586d+te//nXMa40cOVLr169XWVmZVq9erYsuuuio/YZh6IknnlB2drZKS0v1008/qU2bNrX6+QCgvuvTOlx9WjeS3eHS8z+uMzsOgGqiWAgAcBsdmoRoaIcouVzSiz+uNzsOAAAAztC4oe1kGNL3K3dr+fZ8s+MAqAaKhQAAt/LAoDayGNKsjBwtY0AJAADg0RKig3VFl6aSpGdmrD3m6nEA7odiIQDArbSKCNKVXSsHlM/PXMeAEgAAwMM9MKiNfG0WLd6ar1kZOWbHAfAXKBYCANzOfQPayNvLot+35Gnexlyz4wAAAOAMNA7x0+3nxUmS/vPDOtkdTpMTATgZioUAALfTJNRPN5zTXJL0/I/r5HRydSEAAIAnu+uCODUM8FZmbpE+WbTd7DgAToJiIQDALd3bt6UCfby0eleBZqzebXYcAAAAnIEgX5tGD6y8C/3EnzaqoNRuciIAJ0KxEADglhoG+uiOPpXTVSbM2sB0FQAAAA93TfcYxYUHKK+oXP+ds9nsOABOgGIhAMBt3dYntmq6yudLdpodBwAAAGfAZrVo3NB2kqR352dq1/4SkxMBOB6KhQAAtxXo46VR/VtJkl6ZvUGldofJiQAAAHAmBrSLUM/YMJVVODXhx/VmxwFwHBQLAQBu7W89m6lJqJ9yCso0ZcFWs+MAAADgDBiGof8bVnl14dfpu7R61wGTEwH4M4qFAAC35uNl1f2HFsN+Y85mHShhMWwAAABP1qlpqIYnRcvlkp6evlYul8vsSACOQLEQAOD2LuvcRK0jAnWgxK635rIYNgAAgKf756C28vayKG3LPs3KyDE7DoAjUCwEALg9q8XQg4PbSpLenb9VOQWlJicCAADAmYgJ89cdfWIlVV5dWFbB2tSAu6BYCADwCAMTItWlWahK7A69NGuD2XEAAABwhu7t20oRQT7anlesd+dvNTsOgEMoFgIAPMKRi2F/tnSH1u4uMDkRAAAAzkSAj5ceGhIvSXr9543ac5DZI4A7oFgIAPAYXZuHaVjHxnK5pGdmrDU7DgAAAM7Q5Z2bKLFpiIrKHXrxx/VmxwEgioUAAA/z0JC2slkNzduYq1837DU7DgAAAM6AxWJo/CXtJUmfL92pVTsPmJwIAMVCAIBHad4wQDf1aiFJemb6WjmcLnMDAQAA4Ix0bd5Aw5Oi5XJJj3+3Ri4X4zvATBQLAQAeZ1T/Vgrxs2l9zkF9vmSH2XEAAABwhsYOjZefzaol2/L1/crdZscB6jWKhQAAjxPq761/XNhakjQhdYOKyipMTgQAAIAz0TjET3df0FKS9OyMtSopd5icCKi/PKZY+PTTT6t3797y9/dXaGjocdts375dw4YNk7+/vyIiIvTggw+qouLof0DOmTNHXbp0kY+Pj1q1aqXJkycf8zopKSlq0aKFfH191bNnTy1atKgWPhEA4EzccE5zNW/or70Hy/Tm3C1mxwEAAMAZuvP8ODUJ9VPWgVKl/LLJ7DhAveUxxcLy8nKNHDlS99xzz3H3OxwODRs2TOXl5VqwYIGmTJmiyZMna/z48VVtMjMzNWzYMPXr10/p6ekaPXq0br/9dv34449VbaZOnaoxY8bo0Ucf1bJly5SYmKjBgwdrz549tf4ZAQDV5+1l0dgh8ZKkt+ZuVvaBUpMTAQAA4Ez4eVv174sTJElvzd2iLXsLTU4E1E8eUyx8/PHHdf/996tjx47H3T9r1ixlZGToww8/VFJSkoYOHaonn3xSKSkpKi8vlyRNmjRJsbGxmjBhgtq1a6dRo0bpyiuv1Msvv1z1Oi+99JLuuOMO3XLLLUpISNCkSZPk7++vd99996x8TgBA9Q3pEKVuzRuo1O7Usz+sNTsOAAAAztDg9pG6oE24yh1OPfotNzsBzOBldoCakpaWpo4dOyoyMrJq2+DBg3XPPfdozZo16ty5s9LS0jRgwICjnjd48GCNHj1aUuXVi0uXLtW4ceOq9lssFg0YMEBpaWknfO+ysjKVlZVVPS4oKJAk2e122e32mvh4dd7h48Txci/0i/uib/7wyEVtddmk3/VNepau7tpE3Vs0MC0L/eKe6JdTx7ECAJjFMAw9dml7DX55ruZtzNWPa7I1pENjs2MB9UqdKRZmZ2cfVSiUVPU4Ozv7pG0KCgpUUlKi/Px8ORyO47ZZt27dCd/72Wef1eOPP37M9lmzZsnf3/+0Pk99lZqaanYEHAf94r7om0q9wi1asMeiBz9ZpH92cshimJuHfnFP9Ev1FRcXmx0BAFCPxTYK0F0XxOm1nzfpie8ydH6bcPl715nyBeD2TP22jR07Vs8999xJ26xdu1bx8fFnKdHpGTdunMaMGVP1uKCgQDExMRo0aJCCg4NNTOY57Ha7UlNTNXDgQNlsNrPj4BD6xX3RN0frWVSuQRPna1dxhQ6Ed9R1PWJMyUG/uCf65dQdniUBAIBZ7u3bSl8t26Vd+0v0+s+b9NAQ964LAHWJqcXCBx54QDfffPNJ28TFxVXrtaKioo65a3FOTk7VvsN/Ht52ZJvg4GD5+fnJarXKarUet83h1zgeHx8f+fj4HLPdZrPxj5JTxDFzT/SL+6JvKkWF2vTAoLZ69Ns1mjh7k4YnNVWDAG/T8tAv7ol+qT6OEwDAbH7eVj16SYLu/GCp3p63RVd0baqW4YFmxwLqBVNvcBIeHq74+PiT/nh7V+8fe7169dKqVauOumtxamqqgoODlZCQUNVm9uzZRz0vNTVVvXr1kiR5e3ura9euR7VxOp2aPXt2VRsAgHu6rmczxUcFaX+xXRNS15sdBwAAAGdoYEKk+rUNl93h0mPc7AQ4azzmbsjbt29Xenq6tm/fLofDofT0dKWnp6uwsPJW6oMGDVJCQoJuuOEGrVixQj/++KMeeeQRJScnV131d/fdd2vLli166KGHtG7dOr3xxhv67LPPdP/991e9z5gxY/T2229rypQpWrt2re655x4VFRXplltuMeVzAwCqx8tq0WOXtpckfbxwu9ZkHTA5EQAAAM7E4ZudeHtZNG9jrr5budvsSEC94DHFwvHjx6tz58569NFHVVhYqM6dO6tz585asmSJJMlqter777+X1WpVr169dP311+vGG2/UE088UfUasbGxmj59ulJTU5WYmKgJEybonXfe0eDBg6vaXH311XrxxRc1fvx4JSUlKT09XTNnzjzmpicAAPdzTlxDXdypsZwucfYZAACgDmjeMECj+rWSJD3+7RrlF5WbnAio+zzmdkKTJ0/W5MmTT9qmefPmmjFjxknb9O3bV8uXLz9pm1GjRmnUqFGnGhEA4AYevqidZq/do8Vb8zUtfZcu69zU7EgAAAA4A3df0FLfr8zShpxCPTV9rSZclWh2JKBO85grCwEAqI7oUD+N6l959vmp79dqfzFnnwEAADyZt5dF/7mikwxD+nLZTs3fmGt2JKBOo1gIAKhz7ugTp9YRgdpXVK7//LDO7DgAAAA4Q12aNdBNvVpIksZ9vVIl5Q5zAwF1GMVCAECd4+1l0TOXd5Qkfbp4hxZl5pmcCAAAAGfqn4PbKjrEVzvySvTyTxvMjgPUWRQLAQB1UvcWYbqme4wk6eGvV6m8wmlyIgAAAJyJQB8vPTmigyTpnXlbtHrXAZMTAXUTxUIAQJ01dmi8GgZ4a9OeQr3562az4wAAAOAMXdguUpckRsvpkh76YqXsDk4IAzWNYiEAoM4K9ffWvy9OkCS99vMmbcw5aHIiAAAAnKnxFycoxM+mjN0FnBAGagHFQgBAnTY8KVp924ar3OHUP79YqQrOPgMAAHi08CAfPXZp5QnhV2Zv1JospiMDNYliIQCgTjMMQ89e3lFBPl5asWO//jc/0+xIAAAAOEMjkppoSPso2R0ujZm6QmUV3B0ZqCkUCwEAdV7jEL+q6cgTUjdo055CkxMBAADgTBiGoacv66BGgd5an3NQL6duNDsSUGdQLAQA1AsjuzXV+W3CVV7h1INfrJDD6TI7EgAAAM5Aw0AfPXNZR0nSW3M3a+m2PJMTAXUDxUIAQL1weDpyoI+Xlm/fr0kshg0AAODxBrWP0hVdmsrpkkZPTVdBqd3sSIDHo1gIAKg3moT66dFLKqcjv5y6QSt27Dc3EAAAAM7Yo5cmqGkDP+3IK9H/fb1aLhczSIAzQbEQAFCvXNm1qYZ1bKwKp0v3fbpcRWUVZkcCAADAGQj2tenVazvLajH03Yosfb5kp9mRAI9GsRAAUK8YhqFnLuuoxiG+2rqvWI9/t8bsSAAAADhDXZo10AOD2kiSHv12jTbtOWhyIsBzUSwEANQ7If42vXx1kgxD+mzJTs1YtdvsSAAAADhDd5/fUue1aqQSu0OjPl6uUrvD7EiAR6JYCACol86Ja6h7LmgpSfrXFyuVmVtkciIAAACcCYvF0EtXJaphgLfWZR9k/ULgNFEsBADUW/cPbKPuLRroYFmF7v5gqYrLWb8QAADAk0UE++q1azvLYkhfLtupDxduNzsS4HEoFgIA6i2b1aKUv3VRo0Afrc/h7DMAAEBd0LtVI/1rSLwk6Ynv1mjptnyTEwGehWIhAKBeiwj2VcrfKu+e9/XyXZx9BgAAqAPuPD9OF3WMkt3h0r0fLdWeg6VmRwI8BsVCAEC91zOuof41pK2kyrPPC7fsMzkRAAAAzoRhGHr+ykS1jghUTkGZ7nx/KTc8AaqJYiEAAJLu6BOnYZ0ay+5w6a4Pl3LDEwAAAA8X6OOlt27splB/m9J37Nf9U9PldLLkDPBXKBYCAKDKs88TRiYqKSZU+4vtunXyYuUXlZsdCwAAAGcgtlGA3rqhm7ytFv2wOlv/mbnO7EiA26NYCADAIb42q96+sZuahPopM7dId324VOUVTrNjAQAA4Az0iA3TCyM7SZLemrtFH/6+zeREgHujWAgAwBHCg3z03i3dFeTjpUWZebr/s3Q5mK4CAADg0YYnNdEDA9tIksZ/s1rfrcgyORHgvigWAgDwJ20ig/TG9V1ksxqavnK3xn65kvVtAAAAPNyo/q10bY9mcrqk+6em66eMHLMjAW6JYiEAAMfRp3W4Xr2msyyG9PnSnXri+wy5XBQMAQAAPJVhGHpqRAeNSIpWhdOlez9apvkbc82OBbgdioUAAJzA0I6N9cKViZKkyQu26vkf11MwBAAA8GBWi6EXRyZqSPsolTucuv39xVqwmYIhcCSKhQAAnMQVXZvqyeHtJUn/nbNZT3yfwZRkAAAAD+ZltejVazurb9twldqduvm9xUplSjJQhWIhAAB/4YZeLfT4pZUFw/d+26qHvlypCgd3SQYAAPBU3l4WTbq+qwYlRKq8wqm7P1yqr5fvNDsW4BYoFgIAUA039W6hCSMTZbUY+mLpTo36eLlK7Q6zYwEAAOA0+dqseuO6Lrq8SxM5nC7dP3WF3vst0+xYgOkoFgIAUE1XdG2qN67rIm+rRTPXZOtvb/+uPQdLzY4FAACA0+RltejFKxN1c+8WkqTHv8vQI9NWyc4sEtRjFAsBADgFg9tHafIt3RXs66Vl2/drxOu/afWuA2bHAjzS1q1bddtttyk2NlZ+fn5q2bKlHn30UZWXlx/VxjCMY35+//33o17r888/V3x8vHx9fdWxY0fNmDHjqP0ul0vjx49X48aN5efnpwEDBmjjxo1n5XMCANybxWLo0UsS9K8h8TIM6cPft+umdxdpf3H5Xz8ZqIMoFgIAcIp6t2qkacnnKi48QFkHSjVyUpq+W5FldizA46xbt05Op1Nvvvmm1qxZo5dfflmTJk3Sww8/fEzbn376Sbt376766dq1a9W+BQsW6Nprr9Vtt92m5cuXa8SIERoxYoRWr15d1eb555/Xq6++qkmTJmnhwoUKCAjQ4MGDVVrK1cEAAMkwDN3Tt6XeuqGbArytWrB5n4an/KaM3QVmRwPOOoqFAACchrjwQH1977k6v024SuwO/f2T5fq/aWtUxjKGQLUNGTJE7733ngYNGqS4uDhdeuml+uc//6mvvvrqmLYNGzZUVFRU1Y/NZqva98orr2jIkCF68MEH1a5dOz355JPq0qWLXn/9dUmVVxVOnDhRjzzyiIYPH65OnTrp/fffV1ZWlqZNm3a2Pi4AwAMMTIjUl/f2VtMGftq2r1hXvrlQv+425HK5zI4GnDVeZgcAAMBThfjZ9O5N3fTyTxv0xpzN+mzpLv3qZ1V8t4Pq1CzM7HiARzpw4IDCwo79/lx66aUqLS1VmzZt9NBDD+nSSy+t2peWlqYxY8Yc1X7w4MFVhcDMzExlZ2drwIABVftDQkLUs2dPpaWl6Zprrjnm/crKylRWVlb1uKCg8soSu90uu91+Rp+xvjh8nDhe7oe+cU/0i/to2dBPX93dU+O+XqPZ6/bqq61W5X2wTP+5oqMaBnibHQ+H8J05ddU9VhQLAQA4A15Wix4cHK9zWzXS/Z+mK+dgma5483cl92ule/q2lI+X1eyIgMfYtGmTXnvtNb344otV2wIDAzVhwgSde+65slgs+vLLLzVixAhNmzatqmCYnZ2tyMjIo14rMjJS2dnZVfsPbztRmz979tln9fjjjx+zfdasWfL39z/9D1kPpaammh0BJ0DfuCf6xX1cEiqFtjD0zTaL5mzcpwtf/EWXtXCqWyOXDMPsdDiM70z1FRcXV6sdxUIAAGpA75aN9G1yL9325s9anW/RxJ826rsVWXr28k7qEctVhqhfxo4dq+eee+6kbdauXav4+Piqx7t27dKQIUM0cuRI3XHHHVXbGzVqdNRVg927d1dWVpZeeOGFo64urGnjxo076n0LCgoUExOjQYMGKTg4uNbety6x2+1KTU3VwIEDj5o2DvPRN+6JfnFPg+x2tZyWqq+zQ7RxT5E+3GTVNjXU45e2U0wDTh6Zie/MqTs8U+KvUCwEAKCGhAV46/a2TqlZkp6asU6b9xbpqjfTdHmXJvrnoLaKDvUzOyJwVjzwwAO6+eabT9omLi6u6vesrCz169dPvXv31ltvvfWXr9+zZ8+jriKIiopSTk7OUW1ycnIUFRVVtf/wtsaNGx/VJikp6bjv4ePjIx8fn2O222w2/kFyijhm7ou+cU/0i/tpEiBNu6eX3kvbrld/3qR5m/Zp6KsLdHufWN19QUsF+dJfZuI7U33VPU7c4AQAgBpkGNKwjlGaPaavru0RI0n6atku9Xtxjp6buU4FpaypgrovPDxc8fHxJ/3x9q5c82nXrl3q27evunbtqvfee08Wy18PT9PT048q+vXq1UuzZ88+qk1qaqp69eolSYqNjVVUVNRRbQoKCrRw4cKqNgAAnIy3l0Wj+rfWzPv66Jy4MJVVOJXyy2b1fWGOPvh9m+wOp9kRgRrDlYUAANSCEH+bnr28k67u3kzPzFirRZl5+u+czfp44Xbd1LuFbundQg1YIBv13OFCYfPmzfXiiy9q7969VfsOXw04ZcoUeXt7q3PnzpKkr776Su+++67eeeedqrb33XefLrjgAk2YMEHDhg3Tp59+qiVLllRdpWgYhkaPHq2nnnpKrVu3VmxsrP79738rOjpaI0aMOHsfGADg8eLCA/XJHedoVkaO/vPDOmXmFunf01brzV83664LWmpk16bytbFmNTwbxUIAAGpRUkyopt55jmav3aP/zFynTXsK9ersjXpn3hZd26OZbu7dQjFhrHeD+ik1NVWbNm3Spk2b1LRp06P2uVyuqt+ffPJJbdu2TV5eXoqPj9fUqVN15ZVXVu3v3bu3Pv74Yz3yyCN6+OGH1bp1a02bNk0dOnSoavPQQw+pqKhId955p/bv36/zzjtPM2fOlK+vb+1/UABAnWIYhga3j1L/+Ah9vHC7Xvt5o3bml+jf01brtdkbdet5sbq6WwwnhuGxKBYCAFDLDMPQgIRI9YuP0MzV2XpjziatySrQ/+Zn6t3fMtW3TbiuP6e5+raNkNXCrfVQf9x8881/ubbhTTfdpJtuuukvX2vkyJEaOXLkCfcbhqEnnnhCTzzxxKnGBADguGxWi27q3UJXdYvR1MXb9ebcLdp9oFT/+WGdXkrdoEs6ReuGXs2V2DREBrdPhgehWAgAwFlitRga1qmxLuoYpV837NU78zI1f1Ouflm/V7+s36uoYF9dkthYw5OaqH10MINKAAAAD+DnbdXN58bqbz2ba1r6Lk1ZsFVrsgr05bKd+nLZTrWKCNRlnZvo0sRoZpTAI1AsBADgLDMMQ33bRqhv2whl5hbpo9+36fOlO5VdUKq352Xq7XmZahkeoAEJkerfNkJdmzeQl5V7kgEAALgzby+LruoWo5Fdm2r5jv36IG2bpq/arU17CvXCj+v1wo/rlRgTqgHxEerfLkIJjTk5DPdEsRAAABPFNgrQIxcn6MEhbfXLur36dsUu/bR2jzbvLdLmX7fozV+3KNjXS+e3CVf/+AidE9dQ0aF+ZscGAADACRiGoS7NGqhLswZ6fHh7zVydrWnLdyltyz6t2LFfK3bs14TUDWoc4qt+8RE6v3W4urdooIaBPmZHByRRLAQAwC34eFk1pEOUhnSIUkGpXXPW79Uv6/Zozvo9yi+26/uVu/X9yt2SpCahfurWooG6tQhT9xYN1DoiiLUOAQAA3FCwr01XdYvRVd1itKegVD+v26Of1u7R/E17tftAqT5euF0fL9wuSWoZHqAesWHq3iJMXZo1ULMwf1kY48EEFAsBAHAzwb42XZoYrUsTo+VwupS+I18/r9ujeRtztSarQLv2l2hXeom+Sc+SJPl4WRQfFaR2jYOVEB2sdo2D1ToiUKH+3IEPAADAXUQE++qaHs10TY9mKrU7lLZln35eu0e/b9mnjXsKK2eW7C3SJ4t2SJICfbyUcGh8lxAdrHZRwYoND1CgD6Uc1C7+CwMAwI1ZLYa6Ng9T1+ZhenCwVFRWofQd+7V4a56WbM3X8u35Kip3aMXOA1qx88BRz23gb1NsowDFNgpUXHiAmjbwU3SonxqH+Coy2Fc21kEEAAAwha/Nqn5tI9SvbYQkKa+oXEu35Wvx1jwtysxTRlaBCssqtGhrnhZtzTvquZHBPoptFKC48EDFNgxQdKifokN9FR3qp/BAH65GxBmjWAgAgAcJ8PHSua0a6dxWjSRJTqdL2/KKlZFVoLW7C5Sxu/LP3QdKlV9sV/72/Vq2ff8xr2MxpPAgHzUOqRxchgf6qEGAtxoGeKtBgLfCjvhp4O9NYREAAKAWhQV4a2BCpAYmREqS7A6nNu8tVEZWgdZkFSgjq0Abcg5qX1G5cgrKlFNQpt+35B3zOjarocjgysJhVLCvwg6N78ICD/0Z4FM1xgv1s1FYxHFRLAQAwINZLMahqwcDNKxT46rtxeUV2ppbrMzcImXmFmpLbpF25pdo94ESZR8old3hqhpopu/46/cJ8vVSkI+XAny8FOjrpUCfyp+AQ38G+Vb+HuDjJT+bVT5elsqfQ7/7nmCbt9Uim9XgToAAAABHsFktio8KVnxUsC7v8sf2A8V2bcktVGZukbbsLdLWfUXafaBUu/eXKLugcoy3M79EO/NL/vI9LIYU5GurGtcdOcY78nGQr5f8vK3y8bLK12aRj9efxnc2i3y9rPI5tM/XZpHNapGXhTGep6JYCABAHeTv7VW1vs2fOZ0u5RaVaff+Uu0+UKKs/aXaV1SmvCK78orKlF9kP/S4XPtL7HK5pIOlFTpYWlFrea0WQ1aLIa/DP1aLrBZDNoshq9WQl6VywGm1GPI6zmOLUTkYtRiS5dCf0uE/XcrJtmhmwQpZrZZDbVX1p6Ejnmf543nHa3d4vHt42Fv1+IiBsPGnX4xDvxw5Vj7m+X9qc9Sw+tDGI5/TNjJIQzs2FgAAqF9C/G3q3KyBOjdrcMy+CodTew6WKWt/ibIOlCrnQKnyisuVV1iufUXlyjs0vssrKldBaYWcLulAiV0HSuy1lvfw+M52eGxnPTzmsxwa0/3p90Pt/hjT/TEe+2N89scYb0+2RT8eXCGr1SpDOqbN4fHdkY8N6Zgi5l+NyQzjj+f81Viv2uO844zxbjsvVkG+tlM+zjWNYiEAAPWMxWIoIshXEUG+SowJPWlbh9Ol/cXlyi+2q6isQkVlFTp46M/Cwz+lR28vtTtVVuFQWYVTZUf8fuT28grnMe/jcLpUXnufWivycmrt1c+2SxKjKRYCAICjeFkth9Yv9PvLtnaHU/mHioaFh8d4pYfHdvZD4zyHCsvsOlhaoZLyw+O5Q2O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      "text/plain": [
       "<Figure size 1280x2880 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = err.transfer_function.bode_plot(w)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a7473af",
   "metadata": {},
   "source": [
    "Finally, we can compute the relative errors in different system norms."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "7d55c2fb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Relative Hinf error:   3.702e-05\n",
      "Relative H2 error:     6.399e-04\n",
      "Relative Hankel error: 7.629e-05\n"
     ]
    }
   ],
   "source": [
    "print(f'Relative Hinf error:   {err.hinf_norm() / fom.hinf_norm():.3e}')\n",
    "print(f'Relative H2 error:     {err.h2_norm() / fom.h2_norm():.3e}')\n",
    "print(f'Relative Hankel error: {err.hankel_norm() / fom.hankel_norm():.3e}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53e0180e",
   "metadata": {},
   "source": [
    "Download the code:\n",
    "{download}`tutorial_bt.md`,\n",
    "{nb-download}`tutorial_bt.ipynb`."
   ]
  }
 ],
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