{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Universidade Federal do Rio Grande do Sul (UFRGS) \n", "Programa de Pós-Graduação em Engenharia Civil (PPGEC) \n", "\n", "# PEC00144: Experimental Methods in Civil Engineering\n", "\n", "\n", "### Part II: Instrumentation\n", "[8. Analog signals processing](#section_8) \n", "\n", "   [8.1. Autocovariance function and stationarity](#section_81) \n", "   [8.2. Fourier series and Fourier transform](#section_82) \n", "   [8.3. Power spectral density and periodograms](#section_83) \n", "   [8.4. White noise and pink noise](#section_84) \n", "   [8.5. Signal derivation and integration](#section_85) \n", "   [8.6. Basic stationarity test](#section_86) \n", "   [8.7. Level upcrossing rate and peak factor](#section_87) \n", "   [8.8. Frequency domain signal filtering](#section_88) \n", "   [8.9. Cross correlation and coherence functions](#section_89) \n", "\n", "---\n", "_Prof. Marcelo M. Rocha, Dr.techn._ [(ORCID)](https://orcid.org/0000-0001-5640-1020) \n", "_Porto Alegre, RS, Brazil_ \n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Importing Python modules required for this notebook\n", "# (this cell must be executed with \"shift+enter\" before any other Python cell)\n", "\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "\n", "from MRPy import MRPy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 8. Analog signals processing \n", "\n", "### 8.1. Autocovariance function and stationarity \n", "\n", "Analog signals are the outcome of some physical measurement, usually some electrical \n", "quantity like voltage, current, or electric charge. The magnitude of such quantities \n", "are expected to be _analogous_ to some observed physical quantity, like stress, \n", "force, displacement, acceleration, etc. \n", "\n", "An analog signal is generally considered as a random process, $X(t)$. A random process\n", "is a time dependent random variable, what requires its statistical properties to be also\n", "regarded as time dependent.\n", "\n", "The autocovariance function, $C_X(\\tau)$, of a random process, $X(t)$, is defined as the\n", "first cross moment between the process amplitude at two time instants:\n", "\n", "$$ C_X(t_1, t_2) = {\\rm E}\\left\\{ X(t_1) X(t_2) \\right\\} - \\mu_1\\mu_2$$\n", "\n", "where $\\mu_1$ and $\\mu_2$ are the mean value of $X(t)$ at instants $t_1$ and $t_2$,\n", "respectively.\n", "If a random process is _stationary_, its statistical properties are assumed to be\n", "_independent of time_, and the expression above depends only on the time gap, \n", "$\\tau = t_2 - t_1$:\n", "\n", "$$ C_X(\\tau) = {\\rm E}\\left\\{ X(t) X(t + \\tau) \\right\\} - \\mu_X^2 $$\n", "\n", "The definitions above exclude the mean value of $X(t)$, keeping only the time\n", "dependent part of its amplitude. Furthermore, it is evident that the autocovariance\n", "function is a _pair function_ (symmetric over the axis $\\tau = 0$) and that at origin:\n", "\n", "$$ C_X(0) = {\\rm E}\\left\\{ X^2(t) \\right\\} - \\mu_X^2 = \\sigma_X^2$$\n", "\n", "which is the process _variance_.\n", "The autocovariance function can be normalized by $\\sigma_X^2$ resulting in the\n", "process _autocorrelation function_:\n", "\n", "$$ R^2_X(\\tau) = \\frac{C_X(\\tau)}{\\sigma_X^2} $$\n", "\n", "which is also a pair function such that $-1 \\leq R_X(\\tau) \\leq +1$.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 8.2. Fourier series and Fourier transform \n", "\n", "An introduction to Fourier analysis can be found in [Class 7](https://nbviewer.jupyter.org/github/mmaiarocha/PEC00025/blob/master/resources/Class_07_FourierTransform.ipynb?flushcache=true) \n", "of the course [Introduction to Vibration Theory](https://github.com/mmaiarocha/PEC00025).\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 8.3. Power spectral density and periodograms \n", "\n", "The power spectral density, $S_X(\\omega)$, of a stationary random process is defined \n", "as the Fourier transform of the autocovariance function, $C_X(\\tau)$:\n", "\n", "$$ S_X(\\omega) = \\frac{1}{2\\pi} \\int_{-\\infty}^{+\\infty} {C_X(\\tau) e^{-i\\omega\\tau} \\, d\\tau}$$\n", "\n", "This means that $S_X(\\omega)$ and $C_X(\\tau)$ are a Fourier transform pair, and consequently:\n", "\n", "$$ C_X(\\tau) = \\int_{-\\infty}^{+\\infty} {S_X(\\omega) e^{i\\omega\\tau} \\, d\\omega} $$\n", "\n", "The definitions above implies that:\n", "\n", "$$ C_X(0) = \\int_{-\\infty}^{+\\infty} {S_X(\\omega) \\, d\\omega} = \\sigma_X^2$$\n", "\n", "what means that the total integral of the spectral density is, by definition,\n", "the process variance.\n", "\n", "The ``MRPy`` module provides a straightforward method for visualizing the \n", "spectral density estimator, called _periodogram_, and the corresponding autocorrelation\n", "function. Below is a short script where a cosine wave is analysed:\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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7Dv/73/+q3Ldz505cvXoVdnZ26NSpk8r+hQsXKhVtV69exaZNm2Bra6tYUgoAPvnkExQXF+P999+v8iP/9PR0pTVXZ8yYgfLyckyfPl2lOCspKVH6auTKJeXu3r1buxN+TuWczWPHjim1b9u2Dfv371d7PHWUl5dj06ZN+PDDD2FsbIwVK1Yo7tyZmJjgww8/xO3bt/Hpp59WWRhfvny5yvVva0Mmk+Hnn39WmctcVFSEgoICmJqavvSOam3yPmrUKLi4uGD58uU4duwYRo4cCScnJ41iro1Dhw6hrKxMqU0ulyuuFwsLCwBA48aNIZFINLpmtKG6627p0qW4fPmySv+acm1mZobx48fjwYMHiIyMVNp35MgRHDhwAK1bt0a/fv20FT4RVYPTJ4j03IEDBxAaGqr4xenm5obCwkKkpKTg6NGjMDIywrp16yCVSpWOc3V1xePHj9G1a1cMHz4cT548wfbt21FSUoK///3vsLa2VvT985//jFOnTuH777/H8ePHMXjwYLi5uSEnJwdXr17F6dOnsW3bNsU6sR9++CGSkpLwr3/9C15eXhg5ciRsbGyQkZGBQ4cOITo6WrG+7Jtvvon//Oc/eO+99zBs2DCYm5ujc+fO1X55xPOCg4OxdOlSfPzxx0hISICHhwcuXryII0eO4N1338XOnTu1kuMjR46gpKQEAFBcXIy7d+8iOTkZmZmZsLe3x9atWzF48GClYyIiInDu3DmsXr0a+/btg6+vr2I920uXLuHChQs4efKkRkXm06dPMWjQILRs2RK9evWCu7s7CgsL8dNPPyE7Oxvz5s2r9sHESrXJu4mJCaZOnYqvvvoKgPoP2FV6Pn8vatGiheJLJ4KCgmBpaYn+/fvDw8MDcrkc8fHx+O233xAUFAR3d3cAzz6N6NGjB5KTk/GnP/0JXl5eMDIywoQJExR96lJoaCg2b96Md999F0FBQXBwcMCpU6dw7tw5DB8+HPv27VPq365dO7i5uWHHjh2wtLREs2bNIJFI8OGHH8LW1hZLly5FUlISvvzyS5w4cQK9evVSrFNsaWmJzZs3Vzn/n4i0TMerXxDRK7p69ar4+uuvRUBAgPD09BTm5ubC3NxctGrVSkyePFlp/eBKHh4ewsPDQ+Tl5Ylp06YJJycnIZVKRffu3cWePXuqfa/Y2FgxePBg0bhxY2FqaiqaNm0q/Pz8xPLly8X9+/eV+lZUVIh//OMfonfv3qJRo0bC0tJSeHl5idDQUJGRkaHoJ5fLxdy5c4W7u7swMTFRWmrrZUtvCSFESkqKCAwMFI0bNxbW1tbC19dXHDlypMZludRdkq3yJZFIhJWVlWjRooUYMWKE+Pbbb2tcE7qsrEx89913ol+/fsLGxkZIpVLh7u4u3nrrLbF+/XqlpcEql9lKT09XGWfRokUCgEhISBBCPFsybenSpSIwMFA0a9ZMmJmZCWdnZ+Hr6yt27NihdGx1Oawp78+7du2aACDc3d2V1sqtjdosyfb838W6devEyJEjhYeHhzA3NxcODg6iV69e4rvvvlNaH7syrmHDhgk7OzshkUiU8qPu331N11l1y6klJCSIfv36CWtra2FnZyeGDRsmzp49q/J3VenUqVPC19dXWFtbK879+b/r+/fvi08++UR4eHgIU1NT4ejoKMaMGSMuXbqkElNN1woRaU4ixAufvxFRg1d5R/f5KQ9EVfnXv/6FoKAgRERE4P/+7/90HQ4RUZ3h5zFERFQlIQRWrFgBExMThISE6DocIqI6xTnFRESk5NKlS/jpp59w4sQJnD59GqGhoVpdd5qIqD5iUUxERErOnj2Lzz77DHZ2dpg0aRK++eYbXYdERFTnOKeYiIiIiAwe5xQTERERkcFjUUxEREREBo9FMREREREZPBbFRERERGTwWBQTERERkcFjUUxEREREBk+nRXFkZCR69OgBa2trODk5YfTo0bh27dpLj0tKSoKPjw/Mzc3RsmVLbNiwQaVPXFwcOnToAKlUig4dOmDXrl11cQpERERE1ADotChOSkrCjBkzcOrUKcTHx6OsrAyBgYEoKiqq9pj09HQMGzYMAwYMwPnz5/HZZ5/hk08+QVxcnKLPyZMnERQUhODgYFy4cAHBwcEYO3YsTp8+/TpOi4iIiIj0TL368o779+/DyckJSUlJGDhwYJV95s2bh7179+LKlSuKttDQUFy4cAEnT54EAAQFBSE/Px8HDhxQ9HnrrbfQuHFjbN++vW5PgoiIiIj0Tr36mucnT54AAOzt7avtc/LkSQQGBiq1DRkyBNHR0ZDL5TA1NcXJkycxe/ZslT5RUVFVjimTySCTyRTbFRUVePjwIRwcHCCRSDQ8GyIiIiKqK0IIFBQUwM3NDUZGrz75od4UxUIIhIWFoX///ujUqVO1/bKzs+Hs7KzU5uzsjLKyMjx48ACurq7V9snOzq5yzMjISERERLz6SRARERHRa3Xnzh00a9bslcepN0XxRx99hIsXL+LYsWMv7fvi3dvKGSDPt1fVp7q7vuHh4QgLC1NsP3nyBO7u7khNTa3xrjUpk8vlSEhIgL+/P0xNTXUdjl5gzjTDvKmPOdMM86Y+5kwzzJv6Hj58iDZt2sDa2lor49WLovjjjz/G3r17kZyc/NJK38XFReWOb25uLkxMTODg4FBjnxfvHleSSqWQSqUq7fb29oox6eXkcjksLS3h4ODAf9C1xJxphnlTH3OmGeZNfcyZZpg3zWlrqqtOV58QQuCjjz7Czp078fPPP8PT0/Olx/Tp0wfx8fFKbYcPH0b37t0VF1F1ffr27au94ImIiIiowdBpUTxjxgz88MMP2LZtG6ytrZGdnY3s7Gw8ffpU0Sc8PByTJk1SbIeGhuL27dsICwvDlStXsGnTJkRHR+PTTz9V9Jk5cyYOHz6MpUuX4urVq1i6dCmOHDmCWbNmvc7TIyIiIiI9odOieP369Xjy5An8/Pzg6uqqeMXGxir6ZGVlISMjQ7Ht6emJ/fv3IzExEV27dsVf//pXrF69Gn/4wx8Uffr27YsdO3Zg8+bNeOONNxATE4PY2Fj06tXrtZ4fEREREekHnc4prs0SyTExMSptvr6+OHfuXI3HjRkzBmPGjNE0NCIiIiIyIDq9U0xEREREVB+wKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyODptChOTk7GiBEj4ObmBolEgt27d9fYf8qUKZBIJCqvjh07KvrExMRU2aekpKSOz4aIiIiI9JVOi+KioiJ06dIFa9asqVX/VatWISsrS/G6c+cO7O3t8d577yn1s7GxUeqXlZUFc3PzujgFIiIiImoATHT55kOHDsXQoUNr3d/W1ha2traK7d27d+PRo0f405/+pNRPIpHAxcVFa3ESERERUcOm13OKo6OjMXjwYHh4eCi1FxYWwsPDA82aNcPbb7+N8+fP6yhCIiIiItIHOr1T/CqysrJw4MABbNu2Tam9Xbt2iImJQefOnZGfn49Vq1ahX79+uHDhAry8vKocSyaTQSaTKbbz8/MBAHK5HHK5vO5OooGpzBVzVnvMmWaYN/UxZ5ph3tTHnGmGeVOftnMlEUIIrY6oIYlEgl27dmH06NG16h8ZGYnly5fj3r17MDMzq7ZfRUUFunXrhoEDB2L16tVV9lm8eDEiIiJU2rdt2wZLS8taxUNEREREr09xcTEmTJiAJ0+ewMbG5pXH08s7xUIIbNq0CcHBwTUWxABgZGSEHj16IC0trdo+4eHhCAsLU2zn5+ejefPm8Pf3h4ODg9bibujkcjni4+MREBAAU1NTXYejF5gzzTBv6mPONMO8qY850wzzpr68vDytjqeXRXFSUhKuX7+OkJCQl/YVQiAlJQWdO3euto9UKoVUKlVpNzU15YWpAeZNfcyZZpg39TFnmmHe1MecaYZ5qz1t50mnRXFhYSGuX7+u2E5PT0dKSgrs7e3h7u6O8PBwZGZmYsuWLUrHRUdHo1evXujUqZPKmBEREejduze8vLyQn5+P1atXIyUlBWvXrq3z8yEiIiIi/aTTovjMmTPw9/dXbFdOYZg8eTJiYmKQlZWFjIwMpWOePHmCuLg4rFq1qsoxHz9+jA8++ADZ2dmwtbWFt7c3kpOT0bNnz7o7ESIiIiLSazotiv38/FDTc34xMTEqbba2tiguLq72mJUrV2LlypXaCI+IiIiIDIRer1NMRERERKQNLIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyODptChOTk7GiBEj4ObmBolEgt27d9fYPzExERKJROV19epVpX5xcXHo0KEDpFIpOnTogF27dtXhWRARERGRvtNpUVxUVIQuXbpgzZo1ah137do1ZGVlKV5eXl6KfSdPnkRQUBCCg4Nx4cIFBAcHY+zYsTh9+rS2wyciIiKiBsJEl28+dOhQDB06VO3jnJycYGdnV+W+qKgoBAQEIDw8HAAQHh6OpKQkREVFYfv27a8SLhERERE1UDotijXl7e2NkpISdOjQAQsWLIC/v79i38mTJzF79myl/kOGDEFUVFS148lkMshkMsV2fn4+AEAul0Mul2s3+AasMlfMWe0xZ5ph3tTHnGmGeVMfc6YZ5k192s6VXhXFrq6u2LhxI3x8fCCTybB161YMGjQIiYmJGDhwIAAgOzsbzs7OSsc5OzsjOzu72nEjIyMRERGh0p6QkABLS0vtnoQBiI+P13UIeoc50wzzpj7mTDPMm/qYM80wb7VXXFys1fH0qihu27Yt2rZtq9ju06cP7ty5g2XLlimKYgCQSCRKxwkhVNqeFx4ejrCwMMV2fn4+mjdvDn9/fzg4OGjxDBo2uVyO+Ph4BAQEwNTUVNfh6AXmTDPMm/qYM80wb+pjzjTDvKkvLy9Pq+PpVVFcld69e+OHH35QbLu4uKjcFc7NzVW5e/w8qVQKqVSq0m5qasoLUwPMm/qYM80wb+pjzjTDvKmPOdMM81Z72s6T3q9TfP78ebi6uiq2+/Tpo/LRw+HDh9G3b9/XHRoRERER6Qmd3ikuLCzE9evXFdvp6elISUmBvb093N3dER4ejszMTGzZsgXAs5UlWrRogY4dO6K0tBQ//PAD4uLiEBcXpxhj5syZGDhwIJYuXYpRo0Zhz549OHLkCI4dO/baz4+IiIiI9INOi+IzZ84orRxROa938uTJiImJQVZWFjIyMhT7S0tL8emnnyIzMxMWFhbo2LEj9u3bh2HDhin69O3bFzt27MCCBQuwcOFCtGrVCrGxsejVq9frOzEiIiIi0is6LYr9/PwghKh2f0xMjNL23LlzMXfu3JeOO2bMGIwZM+ZVwyMiIiIiA6H3c4qJiIiIiF4Vi2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMng6LYqTk5MxYsQIuLm5QSKRYPfu3TX237lzJwICAtCkSRPY2NigT58+OHTokFKfmJgYSCQSlVdJSUkdngkRERER6TOdFsVFRUXo0qUL1qxZU6v+ycnJCAgIwP79+3H27Fn4+/tjxIgROH/+vFI/GxsbZGVlKb3Mzc3r4hSIiIiIqAEw0eWbDx06FEOHDq11/6ioKKXtr776Cnv27MGPP/4Ib29vRbtEIoGLi4u2wiQiIiKiBk6nRfGrqqioQEFBAezt7ZXaCwsL4eHhgfLycnTt2hV//etflYrmF8lkMshkMsV2fn4+AEAul0Mul9dN8A1QZa6Ys9pjzjTDvKmPOdMM86Y+5kwzzJv6tJ0riRBCaHVEDUkkEuzatQujR4+u9THffPMNlixZgitXrsDJyQkAcOrUKVy/fh2dO3dGfn4+Vq1ahf379+PChQvw8vKqcpzFixcjIiJCpX3btm2wtLTU6HyIiIiIqO4UFxdjwoQJePLkCWxsbF55PL0tirdv345p06Zhz549GDx4cLX9Kioq0K1bNwwcOBCrV6+usk9Vd4qbN2+OrKwsODg4qHUehkwulyM+Ph4BAQEwNTXVdTh6gTnTDPOmPuZMM8yb+pgzzTBv6svLy4Orq6vWimK9nD4RGxuLkJAQ/Pvf/66xIAYAIyMj9OjRA2lpadX2kUqlkEqlKu2mpqa8MDXAvKmPOdMM86Y+5kwzzJv6mDPNMG+1p+08qV0UFxYW4uzZs8jOzoZEIoGzszN8fHxgZWWl1cCqs337dkydOhXbt2/H8OHDX9pfCIGUlBR07tz5NURHRERERPqo1kVxWVkZ/vKXv+Dvf/87SkpKYGZmBiEE5HI5zM3N8cEHH+Cbb75Rq2ovLCzE9evXFdvp6elISUmBvb093N3dER4ejszMTGzZsgXAs4J40qRJWLVqFXr37o3s7GwAgIWFBWxtbQEAERER6N27N7y8vJCfn4/Vq1cjJSUFa9eurXVcRERERGRYar1O8V/+8hfExcVh8+bNePjwIUpKSiCTyfDw4UNs3rwZO3fuxJw5c9R68zNnzsDb21uxMkRYWBi8vb3xf//3fwCArKwsZGRkKPp/9913KCsrw4wZM+Dq6qp4zZw5U9Hn8ePH+OCDD9C+fXsEBgYiMzMTycnJ6Nmzp1qxEREREZHhqPWd4m3btiE2NhZvvvmmUrudnR2CgoLg6OiIcePGqawlXBM/Pz/U9JxfTEyM0nZiYuJLx1y5ciVWrlxZ6xiIiIiIiGp9p/jp06dwdHSsdr+DgwOePn2qlaCIiIiIiF6nWhfF/v7+CAsLQ05Ojsq+nJwczJ07V+UuMhERERGRPqj19Il169Zh2LBhaNasGTp16gRnZ2dIJBJkZ2fj8uXL6NChA/bt21eXsRIRERER1YlaF8XNmzfHhQsXcOjQIZw6dUqx8kPPnj0RGRmJwMBAGBnV+sYzEREREVG9odY6xUZGRhg6dCiGDh1aV/EQEREREb12vLVLRERERAaPRTERERERGTwWxURERERk8NQqioUQuH37NtcjJiIiIqIGRe2i2MvLC3fv3q2reIiIiIiIXju1imIjIyN4eXkhLy+vruIhIiIiInrt1J5T/PXXX2POnDm4fPlyXcRDRERERPTaqbVOMQBMnDgRxcXF6NKlC8zMzGBhYaG0/+HDh1oLjoiIiIjodVC7KI6KiqqDMIiIiIiIdEftonjy5Ml1EQcRERERkc5otE7xjRs3sGDBAowfPx65ubkAgIMHD+LXX3/VanBERERERK+D2kVxUlISOnfujNOnT2Pnzp0oLCwEAFy8eBGLFi3SeoBERERERHVN7aJ4/vz5+PLLLxEfHw8zMzNFu7+/P06ePKnV4IiIiIiIXge1i+JLly7hnXfeUWlv0qSJ2usXJycnY8SIEXBzc4NEIsHu3btfekxSUhJ8fHxgbm6Oli1bYsOGDSp94uLi0KFDB0ilUnTo0AG7du1SKy4iIiIiMixqF8V2dnbIyspSaT9//jyaNm2q1lhFRUXo0qUL1qxZU6v+6enpGDZsGAYMGIDz58/js88+wyeffIK4uDhFn5MnTyIoKAjBwcG4cOECgoODMXbsWJw+fVqt2IiIiIjIcKi9+sSECRMwb948/Pvf/4ZEIkFFRQWOHz+OTz/9FJMmTVJrrKFDh2Lo0KG17r9hwwa4u7srloVr3749zpw5g2XLluEPf/gDgGdLxgUEBCA8PBwAEB4ejqSkJERFRWH79u1qxUdEREREhkHtovhvf/sbpkyZgqZNm0IIgQ4dOqC8vBwTJkzAggUL6iJGhZMnTyIwMFCpbciQIYiOjoZcLoepqSlOnjyJ2bNnq/SpaX1lmUwGmUym2M7PzwcAyOVyyOVy7Z1AA1eZK+as9pgzzTBv6mPONMO8qY850wzzpj5t50rtotjU1BT//Oc/8cUXX+D8+fOoqKiAt7c3vLy8tBpYVbKzs+Hs7KzU5uzsjLKyMjx48ACurq7V9snOzq523MjISERERKi0JyQkwNLSUjvBG5D4+Hhdh6B3mDPNMG+1VygHErKMAOZMI7zW1MecaYZ5q73i4mKtjqd2UZyWlgYvLy+0atUKrVq10mowtSGRSJS2hRAq7VX1ebHteeHh4QgLC1Ns5+fno3nz5vD394eDg4M2wjYIcrkc8fHxCAgIgKmpqa7D0QvMmWaYN/UlX8vBld9SsDqEOVMHrzX1MWeaYd7Up+4CDy+jdlHctm1buLq6wtfXF76+vvDz80Pbtm21GlR1XFxcVO745ubmwsTERFG8VtfnxbvHz5NKpZBKpSrtpqamvDA1wLypjznTDPNWe+kPS/BIBhgZmzBnGuC1pj7mTDPMW+1pO09qrz6RlZWFZcuWwcbGBitXrkT79u3h6uqKcePGVbk8mjb16dNH5WOFw4cPo3v37orEVNenb9++dRobEVF9lpZbBC9bgYyH2v24kYiooVC7KHZ2dsb48eOxYcMGXL16FampqRgyZAji4uIwY8YMtcYqLCxESkoKUlJSADxbci0lJQUZGRkAnk1reH5Fi9DQUNy+fRthYWG4cuUKNm3ahOjoaHz66aeKPjNnzsThw4exdOlSXL16FUuXLsWRI0cwa9YsdU+ViKjByM4vQTs7gbTcQl2HQkRUL6k9faKwsBDHjh1DYmIikpKSkJKSgvbt2+Pjjz+Gr6+vWmOdOXMG/v7+iu3Keb2TJ09GTEwMsrKyFAUyAHh6emL//v2YPXs21q5dCzc3N6xevVqxHBsA9O3bFzt27MCCBQuwcOFCtGrVCrGxsejVq5e6p0pE1CBUPnvhaimQlluk42iIiOontYvixo0bw97eHsHBwViwYAH69+8PW1tbjd7cz89P8cO6KjExMSptvr6+OHfuXI3jjhkzBmPGjNEoJiKihia3QAYnaymcjYDjvFNMRFQltadPDB8+HOXl5di6dSu2bNmCbdu24cqVK3URGxERaUFqTgG8nKxgaQIUyMp0HQ4RUb2kdlG8e/duPHjwAPHx8ejfvz/++9//ws/PDy4uLhg3blxdxEhERK8gNacQrZ0aAQCMJRKUlVfoOCIiovpH7ekTld544w2Ul5dDLpdDJpPh4MGD2LlzpzZjIyIiLUjLKUBge0ecSwU8HCxxK68YrZ2sdB0WEVG9ovad4pUrV2LUqFGwt7dHz549sX37drRt2xa7du3CgwcP6iJGIiJ6BTn5JXC2frYWu5dTI6TlFOg4IiKi+kftO8X//Oc/4efnh/fffx8DBw6EjY1NXcRFRERa8OK3frZ2ssLJm48xtLMuoyIiqn/ULorPnDlTF3EQEVEdyM4vgYutuWK7dRMrbDl1R4cRERHVTxrNKX78+DGio6Nx5coVSCQStG/fHiEhIRovzUZERHUjNacQXk7Wim1rcxMUcQUKIiIVas8pPnPmDFq1aoWVK1fi4cOHePDgAVauXIlWrVq9dP1gIiJ6vdJyCtDG2VqpzdjICHKuQEFEpETtonj27NkYOXIkbt26hZ07d2LXrl1IT0/H22+/za9SJiKqZ1JzCtDGWXmlCU9HS9x6wG+2IyJ6nkZ3iufNmwcTk99nXpiYmGDu3Lmcb0xEVM/cL5Chyf9feaKSl7M1UnP4zXZERM9Tuyi2sbFBRkaGSvudO3dgbW1dxRFERKQLL648UamNszVSuSwbEZEStYvioKAghISEIDY2Fnfu3MHdu3exY8cOTJs2DePHj6+LGImISAP3npTA1c5Cpd3LyQrXc3mnmIjoeWqvPrFs2TJIJBJMmjQJZWXPnmA2NTXFhx9+iCVLlmg9QCIi0kxqTgHaVPHNdY2kJigu5QoURETPU7soNjMzw6pVqxAZGYkbN25ACIHWrVvD0tKyLuIjIiINpeUUoJNb1UtlmhobobSsAmYman9gSETUINX6p2FxcTFmzJiBpk2bwsnJCdOmTYOrqyveeOMNFsRERPVQak4h2rhU/ayHZ5NGSOcKFERECrUuihctWoSYmBgMHz4c48aNQ3x8PD788MO6jI2IiF7Bw6JSOFpJq9zXxokP2xERPa/W0yd27tyJ6OhojBs3DgAwceJE9OvXD+Xl5TA2Nq6zAImISH0VFQKSGva3cbZG/G/Zry0eIqL6rtZ3iu/cuYMBAwYotnv27AkTExPcu3evTgIjIiLNZT5+CrcqVp6o1NrJCtfvcwUKIqJKtS6Ky8vLYWZmptRmYmKiWIFCU+vWrYOnpyfMzc3h4+ODo0ePVtt3ypQpkEgkKq+OHTsq+sTExFTZp6Sk5JXiJCLSJ2m5qt9k9zwLM2OUyPlVz0RElWo9fUIIgSlTpkAq/X1+WklJCUJDQ9GoUSNF286dO2v95rGxsZg1axbWrVuHfv364bvvvsPQoUPx22+/wd3dXaX/qlWrlJZ9KysrQ5cuXfDee+8p9bOxscG1a9eU2szNzWsdFxGRvkvNKUTX5nY19jE1lkBWVg6pCafAERHVuiiePHmyStvEiRNf6c1XrFiBkJAQTJs2DQAQFRWFQ4cOYf369YiMjFTpb2trC1vb35cX2r17Nx49eoQ//elPSv0kEglcXFxeKTYiIn2WmlOAsd2b19inZRMr3LxfhPauNq8pKiKi+qvWRfHmzZu1+salpaU4e/Ys5s+fr9QeGBiIEydO1GqM6OhoDB48GB4eHkrthYWF8PDwQHl5Obp27Yq//vWv8Pb2rnYcmUwGmUym2M7PzwcAyOVyyOXy2p6SwavMFXNWe8yZZpi3l3tYKIO1mUQlV8/nrJWDBa7ce4zWjtXPPTZ0vNbUx5xphnlTn7ZzpfaXd2jLgwcPUF5eDmdnZ6V2Z2dnZGe//InorKwsHDhwANu2bVNqb9euHWJiYtC5c2fk5+dj1apV6NevHy5cuAAvL68qx4qMjERERIRKe0JCAtdg1kB8fLyuQ9A7zJlmmLeqVQjg/n0j7N+/X2Xf8znLKQIu5BnB+O751xmeXuK1pj7mTDPMW+0VFxdrdTydFcWVJBLlRYOEECptVYmJiYGdnR1Gjx6t1N67d2/07t1bsd2vXz9069YN3377LVavXl3lWOHh4QgLC1Ns5+fno3nz5vD394eDg4MaZ2PY5HI54uPjERAQAFNTU12HoxeYM80wbzXLeFiMbuI2hg1rr2irKmcl8nJ8+p9LGDasq44irf94ramPOdMM86a+vLw8rY6ns6LY0dERxsbGKneFc3NzVe4ev0gIgU2bNiE4OFhlRYwXGRkZoUePHkhLS6u2j1QqVXqAsJKpqSkvTA0wb+pjzjTDvFUtPa8EbV1tq8zN8zkzNTWFvALMYS3wWlMfc6YZ5q32tJ0nnX3pvZmZGXx8fFQ+JoiPj0ffvn1rPDYpKQnXr19HSEjIS99HCIGUlBS4urq+UrxERPoiNbcAbZyr/nrnF5kZG6FEXl7HERER1X86K4oBICwsDP/4xz+wadMmXLlyBbNnz0ZGRgZCQ0MBPJvWMGnSJJXjoqOj0atXL3Tq1EllX0REBA4dOoSbN28iJSUFISEhSElJUYxJRNTQpeUU1rhG8fNaOTXCDX6JBxGRbucUBwUFIS8vD1988QWysrLQqVMn7N+/X7GaRFZWFjIyMpSOefLkCeLi4rBq1aoqx3z8+DE++OADZGdnw9bWFt7e3khOTkbPnj3r/HyIiOqDJ0/lsLOseWpZpTbO1kjLKURHN9uXdyYiasB0/qDd9OnTMX369Cr3xcTEqLTZ2trW+LThypUrsXLlSm2FR0SkV8orBIxe/qyygpeTNX66eK/uAiIi0hM6nT5BRETadedhMZo1rv1Ski2bcPoEERHAopiIqEG5llP7h+wAwNzUGKVlFXUYERGRfmBRTETUgKTlFNT6IbtK5qbGeFrKFSiIyLCxKCYiakBScwrhpcadYgBo7WSF67mcQkFEho1FMRFRA1JQIoethXoL2ns5WyM1p6COIiIi0g8siomIGoiy8goYq7P0xP/XxtkKqbksionIsLEoJiJqIG4/LIa7fSO1j/N0bIT0+0V1EBERkf5gUUxE1EBo8pAdAEhNjCEv5woURGTYWBQTETUQmjxkV8nSzARFsjItR0REpD9YFBMRNRBpuYXw0uBOMQC04goURGTgWBQTETUQhSVy2Jirt/JEpTbOVlyBgogMGotiIqIGQF5eAWMjzX+kt3G2RhrvFBORAWNRTETUANzOK0ILB0uNj2/h0AjpD7gCBREZLhbFREQNQGpOIdpo+JAdAJiZGKGMK1AQkQFjUUxE1ACk5hRo/JBdJUupCQq5AgURGSgWxUREDcCzlSc0v1MMAF5OVkjjw3ZEZKBYFBMRNQDFsjJYSU1eaYw2ztZIy+HDdkRkmFgUExHpudKyCpgYv/qPcy7LRkSGTOdF8bp16+Dp6Qlzc3P4+Pjg6NGj1fZNTEyERCJReV29elWpX1xcHDp06ACpVIoOHTpg165ddX0aREQ6cyuvCJ6OjV55HA+HRriVV6yFiIiI9I9Oi+LY2FjMmjULn3/+Oc6fP48BAwZg6NChyMjIqPG4a9euISsrS/Hy8vJS7Dt58iSCgoIQHByMCxcuIDg4GGPHjsXp06fr+nSIiHQiNacAXk6v9pAdAJgaG6FCCC1ERESkf3RaFK9YsQIhISGYNm0a2rdvj6ioKDRv3hzr16+v8TgnJye4uLgoXsbGxop9UVFRCAgIQHh4ONq1a4fw8HAMGjQIUVFRdXw2RES68arLsT3PSmqC/BK5VsYiItInr/ZUxisoLS3F2bNnMX/+fKX2wMBAnDhxosZjvb29UVJSgg4dOmDBggXw9/dX7Dt58iRmz56t1H/IkCE1FsUymQwymUyxnZ+fDwCQy+WQy/nLobYqc8Wc1R5zphnmTVladj5C+javMR+1zVlLR0tczXwMb3c7bYaot3itqY850wzzpj5t50pnRfGDBw9QXl4OZ2dnpXZnZ2dkZ2dXeYyrqys2btwIHx8fyGQybN26FYMGDUJiYiIGDhwIAMjOzlZrTACIjIxERESESntCQgIsLTX/hihDFR8fr+sQ9A5zphnm7ZnbmUZIPJJZq74vy1l+ngQ704EsZ06jeB6vNfUxZ5ph3mqvuFi7z0DorCiuJJFIlLaFECptldq2bYu2bdsqtvv06YM7d+5g2bJliqJY3TEBIDw8HGFhYYrt/Px8NG/eHP7+/nBwcFDrfAyZXC5HfHw8AgICYGpqqutw9AJzphnm7Xeysgr89Pgihg3rWmO/2uas/YMibPvlDoYNa6flSPUTrzX1MWeaYd7Ul5eXp9XxdFYUOzo6wtjYWOUObm5ursqd3pr07t0bP/zwg2LbxcVF7TGlUimkUqlKu6mpKS9MDTBv6mPONMO8ATfy8tHKybrWeXhZzlo52+Lu4zSDz+uLeK2pjznTDPNWe9rOk84etDMzM4OPj4/KxwTx8fHo27dvrcc5f/48XF1dFdt9+vRRGfPw4cNqjUlEpC+ePWT36itPVDI2kqCCMyeIyADpdPpEWFgYgoOD0b17d/Tp0wcbN25ERkYGQkNDATyb1pCZmYktW7YAeLayRIsWLdCxY0eUlpbihx9+QFxcHOLi4hRjzpw5EwMHDsTSpUsxatQo7NmzB0eOHMGxY8d0co5ERHUpLacAQzq6aHVMa3MTPHkqh60F71YRkeHQaVEcFBSEvLw8fPHFF8jKykKnTp2wf/9+eHh4AACysrKU1iwuLS3Fp59+iszMTFhYWKBjx47Yt28fhg0bpujTt29f7NixAwsWLMDChQvRqlUrxMbGolevXq/9/IiI6tqN+4Vo1UR7d4qByq97LkD3FvZaHZeIqD7T+YN206dPx/Tp06vcFxMTo7Q9d+5czJ0796VjjhkzBmPGjNFGeERE9VqJvAIWZsYv76gGLycrpOYUsigmIoOi8695JiIizZTIy2FmrP0f422crZGaU6D1cYmI6jMWxUREeurm/SK0bNJI6+M2t7fE3UfaXf+TiKi+Y1FMRKSn0nILtPb1zs/jChREZIhYFBMR6anUnAJ4aXE5tufZWpjicXFpnYxNRFQfsSgmItJTN3KLtL7yRCUv52cP2xERGQoWxUREeqq0vALmptpdeaJSGyc+bEdEhoVFMRGRHiqRl0NqUnc/wivXKiYiMhQsiomI9ND1XO1/acfzmjW2wJ1HT+tsfCKi+oZFMRGRHkrLrbuH7ADAyEgCIbgEBREZDhbFRER6KDWnsE6WY3te40ZmyCuU1el7EBHVFyyKiYj00M37hXXyxR3Pe/bNdlyBgogMA4tiIiI9VFpWAalJ3aw8UamNsxXScvmwHREZBhbFRER6pri0DBZmdVsQA4AXl2UjIgPCopiISM9czy1E6zpceaJSUzsL3HtcUufvQ0RUH7AoJiLSM6k5hfCq44fsgN9XoOAqFERkCFgUExHpmbScgjpfeaKSg5UUDwpLX8t7ERHpEotiIiI9c/NBETwd63bliUptnK34zXZEZBBYFBMR6Zmy8gqY1eFXPD/Py5kP2xGRYdB5Ubxu3Tp4enrC3NwcPj4+OHr0aLV9d+7ciYCAADRp0gQ2Njbo06cPDh06pNQnJiYGEolE5VVSwodFiEj/FcnKYGlm8trer42zNVJzuVYxETV8Oi2KY2NjMWvWLHz++ec4f/48BgwYgKFDhyIjI6PK/snJyQgICMD+/ftx9uxZ+Pv7Y8SIETh//rxSPxsbG2RlZSm9zM3NX8cpERHVqbTcQrR2qvuVJyq52Zoj6/HT1/Z+RES68vpuN1RhxYoVCAkJwbRp0wAAUVFROHToENavX4/IyEiV/lFRUUrbX331Ffbs2YMff/wR3t7einaJRAIXF5c6jZ2ISBdSX+NDdsCzn6cAIIRQ/JmIqCHSWVFcWlqKs2fPYv78+UrtgYGBOHHiRK3GqKioQEFBAezt7ZXaCwsL4eHhgfLycnTt2hV//etflYrmF8lkMshkMsV2fn4+AEAul0Mul9f2lAxeZa6Ys9pjzjRjyHm7lvUEf+jWVO1zf5WcOTQyw71HRXCylqp9rL4z5GtNU8yZZpg39Wk7Vzorih88eIDy8nI4OzsrtTs7OyM7O7tWYyxfvhxFRUUYO3asoq1du3aIiYlB586dkZ+fj1WrVqFfv364cOECvLy8qhwnMjISERERKu0JCQmwtLRU46wIAOLj43Udgt5hzjRjiHk7fdUIHctuIE3DyW+a5KwsT4J//piBtnaGu16xIV5rr4o50wzzVnvFxcVaHU+n0ycAqHwcV9uP6LZv347Fixdjz549cHJyUrT37t0bvXv3Vmz369cP3bp1w7fffovVq1dXOVZ4eDjCwsIU2/n5+WjevDn8/f3h4OCg7ikZLLlcjvj4eAQEBMDU1FTX4egF5kwzhpy3nXnnMOLtbmof9yo5s057gBsPijCsj4fa76vvDPla0xRzphnmTX15eXlaHU9nRbGjoyOMjY1V7grn5uaq3D1+UWxsLEJCQvDvf/8bgwcPrrGvkZERevTogbS0tGr7SKVSSKWqHwuamprywtQA86Y+5kwzhpa3ghI5rM1f7Zw1yVmHpo0Rf/W+QeX6RYZ2rWkDc6YZ5q32tJ0nna0+YWZmBh8fH5WPCeLj49G3b99qj9u+fTumTJmCbdu2Yfjw4S99HyEEUlJS4Orq+soxExHpUlpuIbycXt9DdpWcbaTIyZe9vCMRkR7T6fSJsLAwBAcHo3v37ujTpw82btyIjIwMhIaGAng2rSEzMxNbtmwB8KwgnjRpElatWoXevXsr7jJbWFjA1tYWABAREYHevXvDy8sL+fn5WL16NVJSUrB27VrdnCQRkZY8+3rn17ccWyWuQEFEhkCnRXFQUBDy8vLwxRdfICsrC506dcL+/fvh4fFs3lpWVpbSmsXfffcdysrKMGPGDMyYMUPRPnnyZMTExAAAHj9+jA8++ADZ2dmwtbWFt7c3kpOT0bNnz9d6bkRE2paaU4jxPd118t6Vd4tdbLnmOxE1TDp/0G769OmYPn16lfsqC91KiYmJLx1v5cqVWLlypRYiIyKqX27nFaGFg25WxPFyevZ1zyyKiaih0vnXPBMRUe2UVwiYGOvmx3Yb52dFMRFRQ8WimIhIDzx5KoeNhe6eSG/jbIW0nEKdvT8RUV1jUUxEpAeu5xbAy+n1P2RXqYm1FPcLuQIFETVcLIqJiPRAak4hvJxf/3JslZ5fgYKIqCFiUUxEpAdScwrQRodFMQC42Joj60mJTmMgIqorLIqJiPTAnYfFcLfXzcoTldo4WfFhOyJqsFgUExHpgQoBGBvp9osz2jhb82E7ImqwWBQTEdVzT4rlsDHX+bLy8OKybETUgLEoJiKq51JzC3T6kF0lRysz5BWV6joMIqI6waKYiKieqw8P2QFcgYKIGjYWxURE9VxaTiHaOOtujeLnudmZI/PxU12HQUSkdSyKiYjquTsPi9G8sW5XnqjEh+2IqKFiUUxEVM8JAEY6XnmikpcTH7YjooaJRTERUT32qKgUdhamug5DoY2zFVJ5p5iIGiAWxURE9VhqTv1YeaKSg5UUD4tkug6DiEjrWBQTEdVjqbn15yG7ShKJBBUVXIGCiBoWFsVERPVYWj1Zju15zRpb4O4jrkBBRA2LzovidevWwdPTE+bm5vDx8cHRo0dr7J+UlAQfHx+Ym5ujZcuW2LBhg0qfuLg4dOjQAVKpFB06dMCuXbvqKnwiojqV+egpmtpZ6DoMJfxmOyJqiHRaFMfGxmLWrFn4/PPPcf78eQwYMABDhw5FRkZGlf3T09MxbNgwDBgwAOfPn8dnn32GTz75BHFxcYo+J0+eRFBQEIKDg3HhwgUEBwdj7NixOH369Os6LSIiralPK09UauNkhdRcFsVE1LDotChesWIFQkJCMG3aNLRv3x5RUVFo3rw51q9fX2X/DRs2wN3dHVFRUWjfvj2mTZuGqVOnYtmyZYo+UVFRCAgIQHh4ONq1a4fw8HAMGjQIUVFRr+msiIi040GhDI0tzXQdhgquVUxEDZHOiuLS0lKcPXsWgYGBSu2BgYE4ceJElcecPHlSpf+QIUNw5swZyOXyGvtUNyYRUX317Oud69dDdgDQuJEZHheX6joMIiKtMtHVGz948ADl5eVwdnZWand2dkZ2dnaVx2RnZ1fZv6ysDA8ePICrq2u1faobEwBkMhlkst+XGHry5AkAYM620zBvVP9+IVUS9ezhbyEqkJ1dggP3j0Mi+f3/W/UszKrpKMgKUYHsnBLsyz0OI8nL/48q9CCbr+O6FHh2rf2UewwSDf9vX/8zCWQ+LsHHb7ZEXl7eK48ll8tRXFyMvLw8mJq++rrHorQI7/896ZXHUderTCSRaHBwhRDIUePfqOqbqn/IKxz27FhND9b4QGWi4tm/z4MPTkBipPNHl/QG86Y+WdGzaVxCS794dFYUV5K88I9QCKHS9rL+L7arO2ZkZCQiIiJU2jd/Mrz6wImIXoMDug6AiKiey8vLg62t7SuPo7Oi2NHREcbGxip3cHNzc1Xu9FZycXGpsr+JiQkcHBxq7FPdmAAQHh6OsLAwxfbjx4/h4eGBjIwMrSTZUOTn56N58+a4c+cObGxsdB2OXmDONMO8qY850wzzpj7mTDPMm/qePHkCd3d32Nvba2U8nRXFZmZm8PHxQXx8PN555x1Fe3x8PEaNGlXlMX369MGPP/6o1Hb48GF0795d8XFgnz59EB8fj9mzZyv16du3b7WxSKVSSKVSlXZbW1temBqwsbFh3tTEnGmGeVMfc6YZ5k19zJlmmDf1GWlpuolOp0+EhYUhODgY3bt3R58+fbBx40ZkZGQgNDQUwLM7uJmZmdiyZQsAIDQ0FGvWrEFYWBjef/99nDx5EtHR0di+fbtizJkzZ2LgwIFYunQpRo0ahT179uDIkSM4duyYTs6RiIiIiOo/nRbFQUFByMvLwxdffIGsrCx06tQJ+/fvh4eHBwAgKytLac1iT09P7N+/H7Nnz8batWvh5uaG1atX4w9/+IOiT9++fbFjxw4sWLAACxcuRKtWrRAbG4tevXq99vMjIiIiIv2g8wftpk+fjunTp1e5LyYmRqXN19cX586dq3HMMWPGYMyYMRrHJJVKsWjRoiqnVFD1mDf1MWeaYd7Ux5xphnlTH3OmGeZNfdrOmURoax0LIiIiIiI9xYXwiIiIiMjgsSgmIiIiIoPHopiIiIiIDB6LYiIiIiIyeCyKq7Bu3Tp4enrC3NwcPj4+OHr0qK5DqrciIyPRo0cPWFtbw8nJCaNHj8a1a9d0HZbeiYyMhEQiwaxZs3QdSr2WmZmJiRMnwsHBAZaWlujatSvOnj2r67DqtbKyMixYsACenp6wsLBAy5Yt8cUXX6CiokLXodUbycnJGDFiBNzc3CCRSLB7926l/UIILF68GG5ubrCwsICfnx9+/fVX3QRbj9SUN7lcjnnz5qFz585o1KgR3NzcMGnSJNy7d093AdcDL7vWnvfnP/8ZEokEUVFRry2++qo2ebty5QpGjhwJW1tbWFtbo3fv3krL+tYGi+IXxMbGYtasWfj8889x/vx5DBgwAEOHDlU7sYYiKSkJM2bMwKlTpxAfH4+ysjIEBgaiqKhI16Hpjf/973/YuHEj3njjDV2HUq89evQI/fr1g6mpKQ4cOIDffvsNy5cvh52dna5Dq9eWLl2KDRs2YM2aNbhy5Qq+/vprfPPNN/j22291HVq9UVRUhC5dumDNmjVV7v/666+xYsUKrFmzBv/73//g4uKCgIAAFBQUvOZI65ea8lZcXIxz585h4cKFOHfuHHbu3InU1FSMHDlSB5HWHy+71irt3r0bp0+fhpub22uKrH57Wd5u3LiB/v37o127dkhMTMSFCxewcOFCmJubq/dGgpT07NlThIaGKrW1a9dOzJ8/X0cR6Zfc3FwBQCQlJek6FL1QUFAgvLy8RHx8vPD19RUzZ87UdUj11rx580T//v11HYbeGT58uJg6dapS27vvvismTpyoo4jqNwBi165diu2Kigrh4uIilixZomgrKSkRtra2YsOGDTqIsH56MW9V+eWXXwQAcfv27dcTVD1XXc7u3r0rmjZtKi5fviw8PDzEypUrX3ts9VlVeQsKCtLKzzTeKX5OaWkpzp49i8DAQKX2wMBAnDhxQkdR6ZcnT54AAOzt7XUciX6YMWMGhg8fjsGDB+s6lHpv79696N69O9577z04OTnB29sbf//733UdVr3Xv39//Pe//0VqaioA4MKFCzh27BiGDRum48j0Q3p6OrKzs5V+L0ilUvj6+vL3gpqePHkCiUTCT3dqUFFRgeDgYMyZMwcdO3bUdTh6oaKiAvv27UObNm0wZMgQODk5oVevXjVOTakOi+LnPHjwAOXl5XB2dlZqd3Z2RnZ2to6i0h9CCISFhaF///7o1KmTrsOp93bs2IFz584hMjJS16HohZs3b2L9+vXw8vLCoUOHEBoaik8++QRbtmzRdWj12rx58zB+/Hi0a9cOpqam8Pb2xqxZszB+/Hhdh6YXKn/28/fCqykpKcH8+fMxYcIE2NjY6Dqcemvp0qUwMTHBJ598outQ9EZubi4KCwuxZMkSvPXWWzh8+DDeeecdvPvuu0hKSlJrLJ1/zXN9JJFIlLaFECptpOqjjz7CxYsXcezYMV2HUu/duXMHM2fOxOHDh9Wf82SgKioq0L17d3z11VcAAG9vb/z6669Yv349Jk2apOPo6q/Y2Fj88MMP2LZtGzp27IiUlBTMmjULbm5umDx5sq7D0xv8vaA5uVyOcePGoaKiAuvWrdN1OPXW2bNnsWrVKpw7d47XlhoqHxoeNWoUZs+eDQDo2rUrTpw4gQ0bNsDX17fWY/FO8XMcHR1hbGys8r//3NxclbsEpOzjjz/G3r17kZCQgGbNmuk6nHrv7NmzyM3NhY+PD0xMTGBiYoKkpCSsXr0aJiYmKC8v13WI9Y6rqys6dOig1Na+fXs+BPsSc+bMwfz58zFu3Dh07twZwcHBmD17Nj+hqCUXFxcA4O8FDcnlcowdOxbp6emIj4/nXeIaHD16FLm5uXB3d1f8Xrh9+zb+8pe/oEWLFroOr95ydHSEiYmJVn4/sCh+jpmZGXx8fBAfH6/UHh8fj759++ooqvpNCIGPPvoIO3fuxM8//wxPT09dh6QXBg0ahEuXLiElJUXx6t69O/74xz8iJSUFxsbGug6x3unXr5/Kcn+pqanw8PDQUUT6obi4GEZGyj/qjY2NuSRbLXl6esLFxUXp90JpaSmSkpL4e+ElKgvitLQ0HDlyBA4ODroOqV4LDg7GxYsXlX4vuLm5Yc6cOTh06JCuw6u3zMzM0KNHD638fuD0iReEhYUhODgY3bt3R58+fbBx40ZkZGQgNDRU16HVSzNmzMC2bduwZ88eWFtbK+6m2NrawsLCQsfR1V/W1tYq864bNWoEBwcHzseuxuzZs9G3b1989dVXGDt2LH755Rds3LgRGzdu1HVo9dqIESPwt7/9De7u7ujYsSPOnz+PFStWYOrUqboOrd4oLCzE9evXFdvp6elISUmBvb093N3dMWvWLHz11Vfw8vKCl5cXvvrqK1haWmLChAk6jFr3asqbm5sbxowZg3PnzuGnn35CeXm54veDvb09zMzMdBW2Tr3sWnvxPw6mpqZwcXFB27ZtX3eo9crL8jZnzhwEBQVh4MCB8Pf3x8GDB/Hjjz8iMTFRvTd65fUrGqC1a9cKDw8PYWZmJrp168blxWoAoMrX5s2bdR2a3uGSbC/3448/ik6dOgmpVCratWsnNm7cqOuQ6r38/Hwxc+ZM4e7uLszNzUXLli3F559/LmQyma5DqzcSEhKq/Dk2efJkIcSzZdkWLVokXFxchFQqFQMHDhSXLl3SbdD1QE15S09Pr/b3Q0JCgq5D15mXXWsv4pJsz9Qmb9HR0aJ169bC3NxcdOnSRezevVvt95EIIYR6ZTQRERERUcPCOcVEREREZPBYFBMRERGRwWNRTEREREQGj0UxERERERk8FsVEREREZPBYFBMRERGRwWNRTEREREQGj0UxERFpVWlpKVq3bo3jx49rddyffvoJ3t7e/IpqIqoTLIqJiGowZcoUSCQSldfzXzlKyjZu3AgPDw/069dP0SaRSLB7926VvlOmTMHo0aNrNe7bb78NiUSCbdu2aSlSIqLfsSgmInqJt956C1lZWUovT09PlX6lpaU6iK7++fbbbzFt2rQ6GftPf/oTvv322zoZm4gMG4tiIqKXkEqlcHFxUXoZGxvDz88PH330EcLCwuDo6IiAgAAAwG+//YZhw4bBysoKzs7OCA4OxoMHDxTjFRUVYdKkSbCysoKrqyuWL18OPz8/zJo1S9GnqjurdnZ2iImJUWxnZmYiKCgIjRs3hoODA0aNGoVbt24p9lfehV22bBlcXV3h4OCAGTNmQC6XK/rIZDLMnTsXzZs3h1QqhZeXF6KjoyGEQOvWrbFs2TKlGC5fvgwjIyPcuHGjylydO3cO169fx/Dhw9XMMnDr1q0q78r7+fkp+owcORK//PILbt68qfb4REQ1YVFMRPQKvv/+e5iYmOD48eP47rvvkJWVBV9fX3Tt2hVnzpzBwYMHkZOTg7FjxyqOmTNnDhISErBr1y4cPnwYiYmJOHv2rFrvW1xcDH9/f1hZWSE5ORnHjh2DlZUV3nrrLaU71gkJCbhx4wYSEhLw/fffIyYmRqmwnjRpEnbs2IHVq1fjypUr2LBhA6ysrCCRSDB16lRs3rxZ6X03bdqEAQMGoFWrVlXGlZycjDZt2sDGxkat8wGA5s2bK92NP3/+PBwcHDBw4EBFHw8PDzg5OeHo0aNqj09EVCNBRETVmjx5sjA2NhaNGjVSvMaMGSOEEMLX11d07dpVqf/ChQtFYGCgUtudO3cEAHHt2jVRUFAgzMzMxI4dOxT78/LyhIWFhZg5c6aiDYDYtWuX0ji2trZi8+bNQgghoqOjRdu2bUVFRYViv0wmExYWFuLQoUOK2D08PERZWZmiz3vvvSeCgoKEEEJcu3ZNABDx8fFVnvu9e/eEsbGxOH36tBBCiNLSUtGkSRMRExNTbb5mzpwp3nzzTZV2AMLc3Fwpj40aNRImJiZi1KhRKv2fPn0qevXqJd5++21RXl6utM/b21ssXry42hiIiDRhotuSnIio/vP398f69esV240aNVL8uXv37kp9z549i4SEBFhZWamMc+PGDTx9+hSlpaXo06ePot3e3h5t27ZVK6azZ8/i+vXrsLa2VmovKSlRmtrQsWNHGBsbK7ZdXV1x6dIlAEBKSgqMjY3h6+tb5Xu4urpi+PDh2LRpE3r27ImffvoJJSUleO+996qN6+nTpzA3N69y38qVKzF48GCltnnz5qG8vFylb0hICAoKChAfHw8jI+UPNS0sLFBcXFxtDEREmmBRTET0Eo0aNULr1q2r3fe8iooKjBgxAkuXLlXp6+rqirS0tFq9p0QigRBCqe35ucAVFRXw8fHBP//5T5VjmzRpovizqampyriVS5pZWFi8NI5p06YhODgYK1euxObNmxEUFARLS8tq+zs6OiqK7he5uLio5NHa2hqPHz9Wavvyyy9x8OBB/PLLLypFPwA8fPhQ6RyJiLSBRTERkRZ169YNcXFxaNGiBUxMVH/Etm7dGqampjh16hTc3d0BAI8ePUJqaqrSHdsmTZogKytLsZ2WlqZ0d7Rbt26IjY2Fk5OTRvN3AaBz586oqKhAUlKSyh3cSsOGDUOjRo2wfv16HDhwAMnJyTWO6e3tjfXr10MIAYlEonZMcXFx+OKLL3DgwIEq5y1X3gn39vZWe2wioprwQTsiIi2aMWMGHj58iPHjxytWSTh8+DCmTp2K8vJyWFlZISQkBHPmzMF///tfXL58GVOmTFGZIvDmm29izZo1OHfuHM6cOYPQ0FClu75//OMf4ejoiFGjRuHo0aNIT09HUlISZs6cibt379Yq1hYtWmDy5MmYOnUqdu/ejfT0dCQmJuJf//qXoo+xsTGmTJmC8PBwtG7dWmnaR1X8/f1RVFSEX3/9VY2sPXP58mVMmjQJ8+bNQ8eOHZGdnY3s7Gw8fPhQ0efUqVOQSqUvjYOISF0siomItMjNzQ3Hjx9HeXk5hgwZgk6dOmHmzJmwtbVVFL7ffPMNBg4ciJEjR2Lw4MHo378/fHx8lMZZvnw5mjdvjoEDB2LChAn49NNPlaYtWFpaIjk5Ge7u7nj33XfRvn17TJ06FU+fPlXrzvH69esxZswYTJ8+He3atcP777+PoqIipT4hISEoLS3F1KlTXzqeg4MD3n333SqndbzMmTNnUFxcjC+//BKurq6K17vvvqvos337dvzxj3+scQoHEZEmJOLFSWtERPTa+fn5oWvXroiKitJ1KCqOHz8OPz8/3L17F87Ozi/tf+nSJQwePLjKBwFfxf3799GuXTucOXOmyi9PISJ6FbxTTEREVZLJZLh+/ToWLlyIsWPH1qogBp7NVf7666+VvkhEG9LT07Fu3ToWxERUJ/igHRERVWn79u0ICQlB165dsXXrVrWOnTx5stbj6dmzJ3r27Kn1cYmIAE6fICIiIiLi9AkiIiIiIhbFRERERGTwWBQTERERkcFjUUxEREREBo9FMREREREZPBbFRERERGTwWBQTERERkcFjUUxEREREBo9FMREREREZvP8HqXYzWExki0MAAAAASUVORK5CYII=", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Td = 2. # total signal duration (s)\n", "fs = 512 # sampling rate (Hz)\n", "N = int(Td*fs) # total number of samples\n", "\n", "f0 = 8. # sine wave frequency (Hz)\n", "\n", "X0 = MRPy.harmonic(NX=1, N=N, fs=fs, X0=1.0, f0=f0, phi=0.0)\n", " \n", "f00 = X0.plot_time(fig=0, figsize=(8,3), axis_t=[0, Td, -2.0, 2.0])\n", "f01 = X0.plot_freq(fig=1, figsize=(8,3), axis_f=[0, 16, 0.0, 2.0]) # periodogram\n", "f02 = X0.plot_corr(fig=2, figsize=(8,3), axis_T=[0, 1, -2.0, 2.0]) # autocovariance\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It can be seen that the periodogram of a sine signal is a impulse function \n", "at the sine frequency. \n", "\n", "Below it is show how to simulate a process with given autocorrelation function.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " fs = 512.0Hz\n", " Td = 2.0s\n", "\n", " NX = 1\n", " N = 1024\n", " M = 513\n", "\n" ] }, { "data": { "image/png": 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", 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7Dv/73/+q3Ldz505cvXoVdnZ26NSpk8r+hQsXKhVtV69exaZNm2Bra6tYUgoAPvnkExQXF+P999+v8iP/9PR0pTVXZ8yYgfLyckyfPl2lOCspKVH6auTKJeXu3r1buxN+TuWczWPHjim1b9u2Dfv371d7PHWUl5dj06ZN+PDDD2FsbIwVK1Yo7tyZmJjgww8/xO3bt/Hpp59WWRhfvny5yvVva0Mmk+Hnn39WmctcVFSEgoICmJqavvSOam3yPmrUKLi4uGD58uU4duwYRo4cCScnJ41iro1Dhw6hrKxMqU0ulyuuFwsLCwBA48aNIZFINLpmtKG6627p0qW4fPmySv+acm1mZobx48fjwYMHiIyMVNp35MgRHDhwAK1bt0a/fv20FT4RVYPTJ4j03IEDBxAaGqr4xenm5obCwkKkpKTg6NGjMDIywrp16yCVSpWOc3V1xePHj9G1a1cMHz4cT548wfbt21FSUoK///3vsLa2VvT985//jFOnTuH777/H8ePHMXjwYLi5uSEnJwdXr17F6dOnsW3bNsU6sR9++CGSkpLwr3/9C15eXhg5ciRsbGyQkZGBQ4cOITo6WrG+7Jtvvon//Oc/eO+99zBs2DCYm5ujc+fO1X55xPOCg4OxdOlSfPzxx0hISICHhwcuXryII0eO4N1338XOnTu1kuMjR46gpKQEAFBcXIy7d+8iOTkZmZmZsLe3x9atWzF48GClYyIiInDu3DmsXr0a+/btg6+vr2I920uXLuHChQs4efKkRkXm06dPMWjQILRs2RK9evWCu7s7CgsL8dNPPyE7Oxvz5s2r9sHESrXJu4mJCaZOnYqvvvoKgPoP2FV6Pn8vatGiheJLJ4KCgmBpaYn+/fvDw8MDcrkc8fHx+O233xAUFAR3d3cAzz6N6NGjB5KTk/GnP/0JXl5eMDIywoQJExR96lJoaCg2b96Md999F0FBQXBwcMCpU6dw7tw5DB8+HPv27VPq365dO7i5uWHHjh2wtLREs2bNIJFI8OGHH8LW1hZLly5FUlISvvzyS5w4cQK9evVSrFNsaWmJzZs3Vzn/n4i0TMerXxDRK7p69ar4+uuvRUBAgPD09BTm5ubC3NxctGrVSkyePFlp/eBKHh4ewsPDQ+Tl5Ylp06YJJycnIZVKRffu3cWePXuqfa/Y2FgxePBg0bhxY2FqaiqaNm0q/Pz8xPLly8X9+/eV+lZUVIh//OMfonfv3qJRo0bC0tJSeHl5idDQUJGRkaHoJ5fLxdy5c4W7u7swMTFRWmrrZUtvCSFESkqKCAwMFI0bNxbW1tbC19dXHDlypMZludRdkq3yJZFIhJWVlWjRooUYMWKE+Pbbb2tcE7qsrEx89913ol+/fsLGxkZIpVLh7u4u3nrrLbF+/XqlpcEql9lKT09XGWfRokUCgEhISBBCPFsybenSpSIwMFA0a9ZMmJmZCWdnZ+Hr6yt27NihdGx1Oawp78+7du2aACDc3d2V1sqtjdosyfb838W6devEyJEjhYeHhzA3NxcODg6iV69e4rvvvlNaH7syrmHDhgk7OzshkUiU8qPu331N11l1y6klJCSIfv36CWtra2FnZyeGDRsmzp49q/J3VenUqVPC19dXWFtbK879+b/r+/fvi08++UR4eHgIU1NT4ejoKMaMGSMuXbqkElNN1woRaU4ixAufvxFRg1d5R/f5KQ9EVfnXv/6FoKAgRERE4P/+7/90HQ4RUZ3h5zFERFQlIQRWrFgBExMThISE6DocIqI6xTnFRESk5NKlS/jpp59w4sQJnD59GqGhoVpdd5qIqD5iUUxERErOnj2Lzz77DHZ2dpg0aRK++eYbXYdERFTnOKeYiIiIiAwe5xQTERERkcFjUUxEREREBo9FMREREREZPBbFRERERGTwWBQTERERkcFjUUxEREREBk+nRXFkZCR69OgBa2trODk5YfTo0bh27dpLj0tKSoKPjw/Mzc3RsmVLbNiwQaVPXFwcOnToAKlUig4dOmDXrl11cQpERERE1ADotChOSkrCjBkzcOrUKcTHx6OsrAyBgYEoKiqq9pj09HQMGzYMAwYMwPnz5/HZZ5/hk08+QVxcnKLPyZMnERQUhODgYFy4cAHBwcEYO3YsTp8+/TpOi4iIiIj0TL368o779+/DyckJSUlJGDhwYJV95s2bh7179+LKlSuKttDQUFy4cAEnT54EAAQFBSE/Px8HDhxQ9HnrrbfQuHFjbN++vW5PgoiIiIj0Tr36mucnT54AAOzt7avtc/LkSQQGBiq1DRkyBNHR0ZDL5TA1NcXJkycxe/ZslT5RUVFVjimTySCTyRTbFRUVePjwIRwcHCCRSDQ8GyIiIiKqK0IIFBQUwM3NDUZGrz75od4UxUIIhIWFoX///ujUqVO1/bKzs+Hs7KzU5uzsjLKyMjx48ACurq7V9snOzq5yzMjISERERLz6SRARERHRa3Xnzh00a9bslcepN0XxRx99hIsXL+LYsWMv7fvi3dvKGSDPt1fVp7q7vuHh4QgLC1NsP3nyBO7u7khNTa3xrjUpk8vlSEhIgL+/P0xNTXUdjl5gzjTDvKmPOdMM86Y+5kwzzJv6Hj58iDZt2sDa2lor49WLovjjjz/G3r17kZyc/NJK38XFReWOb25uLkxMTODg4FBjnxfvHleSSqWQSqUq7fb29oox6eXkcjksLS3h4ODAf9C1xJxphnlTH3OmGeZNfcyZZpg3zWlrqqtOV58QQuCjjz7Czp078fPPP8PT0/Olx/Tp0wfx8fFKbYcPH0b37t0VF1F1ffr27au94ImIiIiowdBpUTxjxgz88MMP2LZtG6ytrZGdnY3s7Gw8ffpU0Sc8PByTJk1SbIeGhuL27dsICwvDlStXsGnTJkRHR+PTTz9V9Jk5cyYOHz6MpUuX4urVq1i6dCmOHDmCWbNmvc7TIyIiIiI9odOieP369Xjy5An8/Pzg6uqqeMXGxir6ZGVlISMjQ7Ht6emJ/fv3IzExEV27dsVf//pXrF69Gn/4wx8Uffr27YsdO3Zg8+bNeOONNxATE4PY2Fj06tXrtZ4fEREREekHnc4prs0SyTExMSptvr6+OHfuXI3HjRkzBmPGjNE0NCIiIiIyIDq9U0xEREREVB+wKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyODptChOTk7GiBEj4ObmBolEgt27d9fYf8qUKZBIJCqvjh07KvrExMRU2aekpKSOz4aIiIiI9JVOi+KioiJ06dIFa9asqVX/VatWISsrS/G6c+cO7O3t8d577yn1s7GxUeqXlZUFc3PzujgFIiIiImoATHT55kOHDsXQoUNr3d/W1ha2traK7d27d+PRo0f405/+pNRPIpHAxcVFa3ESERERUcOm13OKo6OjMXjwYHh4eCi1FxYWwsPDA82aNcPbb7+N8+fP6yhCIiIiItIHOr1T/CqysrJw4MABbNu2Tam9Xbt2iImJQefOnZGfn49Vq1ahX79+uHDhAry8vKocSyaTQSaTKbbz8/MBAHK5HHK5vO5OooGpzBVzVnvMmWaYN/UxZ5ph3tTHnGmGeVOftnMlEUIIrY6oIYlEgl27dmH06NG16h8ZGYnly5fj3r17MDMzq7ZfRUUFunXrhoEDB2L16tVV9lm8eDEiIiJU2rdt2wZLS8taxUNEREREr09xcTEmTJiAJ0+ewMbG5pXH08s7xUIIbNq0CcHBwTUWxABgZGSEHj16IC0trdo+4eHhCAsLU2zn5+ejefPm8Pf3h4ODg9bibujkcjni4+MREBAAU1NTXYejF5gzzTBv6mPONMO8qY850wzzpr68vDytjqeXRXFSUhKuX7+OkJCQl/YVQiAlJQWdO3euto9UKoVUKlVpNzU15YWpAeZNfcyZZpg39TFnmmHe1MecaYZ5qz1t50mnRXFhYSGuX7+u2E5PT0dKSgrs7e3h7u6O8PBwZGZmYsuWLUrHRUdHo1evXujUqZPKmBEREejduze8vLyQn5+P1atXIyUlBWvXrq3z8yEiIiIi/aTTovjMmTPw9/dXbFdOYZg8eTJiYmKQlZWFjIwMpWOePHmCuLg4rFq1qsoxHz9+jA8++ADZ2dmwtbWFt7c3kpOT0bNnz7o7ESIiIiLSazotiv38/FDTc34xMTEqbba2tiguLq72mJUrV2LlypXaCI+IiIiIDIRer1NMRERERKQNLIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyOCxKCYiIiIig8eimIiIiIgMHotiIiIiIjJ4LIqJiIiIyODptChOTk7GiBEj4ObmBolEgt27d9fYPzExERKJROV19epVpX5xcXHo0KEDpFIpOnTogF27dtXhWRARERGRvtNpUVxUVIQuXbpgzZo1ah137do1ZGVlKV5eXl6KfSdPnkRQUBCCg4Nx4cIFBAcHY+zYsTh9+rS2wyciIiKiBsJEl28+dOhQDB06VO3jnJycYGdnV+W+qKgoBAQEIDw8HAAQHh6OpKQkREVFYfv27a8SLhERERE1UDotijXl7e2NkpISdOjQAQsWLIC/v79i38mTJzF79myl/kOGDEFUVFS148lkMshkMsV2fn4+AEAul0Mul2s3+AasMlfMWe0xZ5ph3tTHnGmGeVMfc6YZ5k192s6VXhXFrq6u2LhxI3x8fCCTybB161YMGjQIiYmJGDhwIAAgOzsbzs7OSsc5OzsjOzu72nEjIyMRERGh0p6QkABLS0vtnoQBiI+P13UIeoc50wzzpj7mTDPMm/qYM80wb7VXXFys1fH0qihu27Yt2rZtq9ju06cP7ty5g2XLlimKYgCQSCRKxwkhVNqeFx4ejrCwMMV2fn4+mjdvDn9/fzg4OGjxDBo2uVyO+Ph4BAQEwNTUVNfh6AXmTDPMm/qYM80wb+pjzjTDvKkvLy9Pq+PpVVFcld69e+OHH35QbLu4uKjcFc7NzVW5e/w8qVQKqVSq0m5qasoLUwPMm/qYM80wb+pjzjTDvKmPOdMM81Z72s6T3q9TfP78ebi6uiq2+/Tpo/LRw+HDh9G3b9/XHRoRERER6Qmd3ikuLCzE9evXFdvp6elISUmBvb093N3dER4ejszMTGzZsgXAs5UlWrRogY4dO6K0tBQ//PAD4uLiEBcXpxhj5syZGDhwIJYuXYpRo0Zhz549OHLkCI4dO/baz4+IiIiI9INOi+IzZ84orRxROa938uTJiImJQVZWFjIyMhT7S0tL8emnnyIzMxMWFhbo2LEj9u3bh2HDhin69O3bFzt27MCCBQuwcOFCtGrVCrGxsejVq9frOzEiIiIi0is6LYr9/PwghKh2f0xMjNL23LlzMXfu3JeOO2bMGIwZM+ZVwyMiIiIiA6H3c4qJiIiIiF4Vi2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMngsiomIiIjI4LEoJiIiIiKDx6KYiIiIiAwei2IiIiIiMng6LYqTk5MxYsQIuLm5QSKRYPfu3TX237lzJwICAtCkSRPY2NigT58+OHTokFKfmJgYSCQSlVdJSUkdngkRERER6TOdFsVFRUXo0qUL1qxZU6v+ycnJCAgIwP79+3H27Fn4+/tjxIgROH/+vFI/GxsbZGVlKb3Mzc3r4hSIiIiIqAEw0eWbDx06FEOHDq11/6ioKKXtr776Cnv27MGPP/4Ib29vRbtEIoGLi4u2wiQiIiKiBk6nRfGrqqioQEFBAezt7ZXaCwsL4eHhgfLycnTt2hV//etflYrmF8lkMshkMsV2fn4+AEAul0Mul9dN8A1QZa6Ys9pjzjTDvKmPOdMM86Y+5kwzzJv6tJ0riRBCaHVEDUkkEuzatQujR4+u9THffPMNlixZgitXrsDJyQkAcOrUKVy/fh2dO3dGfn4+Vq1ahf379+PChQvw8vKqcpzFixcjIiJCpX3btm2wtLTU6HyIiIiIqO4UFxdjwoQJePLkCWxsbF55PL0tirdv345p06Zhz549GDx4cLX9Kioq0K1bNwwcOBCrV6+usk9Vd4qbN2+OrKwsODg4qHUehkwulyM+Ph4BAQEwNTXVdTh6gTnTDPOmPuZMM8yb+pgzzTBv6svLy4Orq6vWimK9nD4RGxuLkJAQ/Pvf/66xIAYAIyMj9OjRA2lpadX2kUqlkEqlKu2mpqa8MDXAvKmPOdMM86Y+5kwzzJv6mDPNMG+1p+08qV0UFxYW4uzZs8jOzoZEIoGzszN8fHxgZWWl1cCqs337dkydOhXbt2/H8OHDX9pfCIGUlBR07tz5NURHRERERPqo1kVxWVkZ/vKXv+Dvf/87SkpKYGZmBiEE5HI5zM3N8cEHH+Cbb75Rq2ovLCzE9evXFdvp6elISUmBvb093N3dER4ejszMTGzZsgXAs4J40qRJWLVqFXr37o3s7GwAgIWFBWxtbQEAERER6N27N7y8vJCfn4/Vq1cjJSUFa9eurXVcRERERGRYar1O8V/+8hfExcVh8+bNePjwIUpKSiCTyfDw4UNs3rwZO3fuxJw5c9R68zNnzsDb21uxMkRYWBi8vb3xf//3fwCArKwsZGRkKPp/9913KCsrw4wZM+Dq6qp4zZw5U9Hn8ePH+OCDD9C+fXsEBgYiMzMTycnJ6Nmzp1qxEREREZHhqPWd4m3btiE2NhZvvvmmUrudnR2CgoLg6OiIcePGqawlXBM/Pz/U9JxfTEyM0nZiYuJLx1y5ciVWrlxZ6xiIiIiIiGp9p/jp06dwdHSsdr+DgwOePn2qlaCIiIiIiF6nWhfF/v7+CAsLQ05Ojsq+nJwczJ07V+UuMhERERGRPqj19Il169Zh2LBhaNasGTp16gRnZ2dIJBJkZ2fj8uXL6NChA/bt21eXsRIRERER1YlaF8XNmzfHhQsXcOjQIZw6dUqx8kPPnj0RGRmJwMBAGBnV+sYzEREREVG9odY6xUZGRhg6dCiGDh1aV/EQEREREb12vLVLRERERAaPRTERERERGTwWxURERERk8NQqioUQuH37NtcjJiIiIqIGRe2i2MvLC3fv3q2reIiIiIiIXju1imIjIyN4eXkhLy+vruIhIiIiInrt1J5T/PXXX2POnDm4fPlyXcRDRERERPTaqbVOMQBMnDgRxcXF6NKlC8zMzGBhYaG0/+HDh1oLjoiIiIjodVC7KI6KiqqDMIiIiIiIdEftonjy5Ml1EQcRERERkc5otE7xjRs3sGDBAowfPx65ubkAgIMHD+LXX3/VanBERERERK+D2kVxUlISOnfujNOnT2Pnzp0oLCwEAFy8eBGLFi3SeoBERERERHVN7aJ4/vz5+PLLLxEfHw8zMzNFu7+/P06ePKnV4IiIiIiIXge1i+JLly7hnXfeUWlv0qSJ2usXJycnY8SIEXBzc4NEIsHu3btfekxSUhJ8fHxgbm6Oli1bYsOGDSp94uLi0KFDB0ilUnTo0AG7du1SKy4iIiIiMixqF8V2dnbIyspSaT9//jyaNm2q1lhFRUXo0qUL1qxZU6v+6enpGDZsGAYMGIDz58/js88+wyeffIK4uDhFn5MnTyIoKAjBwcG4cOECgoODMXbsWJw+fVqt2IiIiIjIcKi9+sSECRMwb948/Pvf/4ZEIkFFRQWOHz+OTz/9FJMmTVJrrKFDh2Lo0KG17r9hwwa4u7srloVr3749zpw5g2XLluEPf/gDgGdLxgUEBCA8PBwAEB4ejqSkJERFRWH79u1qxUdEREREhkHtovhvf/sbpkyZgqZNm0IIgQ4dOqC8vBwTJkzAggUL6iJGhZMnTyIwMFCpbciQIYiOjoZcLoepqSlOnjyJ2bNnq/SpaX1lmUwGmUym2M7PzwcAyOVyyOVy7Z1AA1eZK+as9pgzzTBv6mPONMO8qY850wzzpj5t50rtotjU1BT//Oc/8cUXX+D8+fOoqKiAt7c3vLy8tBpYVbKzs+Hs7KzU5uzsjLKyMjx48ACurq7V9snOzq523MjISERERKi0JyQkwNLSUjvBG5D4+Hhdh6B3mDPNMG+1VygHErKMAOZMI7zW1MecaYZ5q73i4mKtjqd2UZyWlgYvLy+0atUKrVq10mowtSGRSJS2hRAq7VX1ebHteeHh4QgLC1Ns5+fno3nz5vD394eDg4M2wjYIcrkc8fHxCAgIgKmpqa7D0QvMmWaYN/UlX8vBld9SsDqEOVMHrzX1MWeaYd7Up+4CDy+jdlHctm1buLq6wtfXF76+vvDz80Pbtm21GlR1XFxcVO745ubmwsTERFG8VtfnxbvHz5NKpZBKpSrtpqamvDA1wLypjznTDPNWe+kPS/BIBhgZmzBnGuC1pj7mTDPMW+1pO09qrz6RlZWFZcuWwcbGBitXrkT79u3h6uqKcePGVbk8mjb16dNH5WOFw4cPo3v37orEVNenb9++dRobEVF9lpZbBC9bgYyH2v24kYiooVC7KHZ2dsb48eOxYcMGXL16FampqRgyZAji4uIwY8YMtcYqLCxESkoKUlJSADxbci0lJQUZGRkAnk1reH5Fi9DQUNy+fRthYWG4cuUKNm3ahOjoaHz66aeKPjNnzsThw4exdOlSXL16FUuXLsWRI0cwa9YsdU+ViKjByM4vQTs7gbTcQl2HQkRUL6k9faKwsBDHjh1DYmIikpKSkJKSgvbt2+Pjjz+Gr6+vWmOdOXMG/v7+iu3Keb2TJ09GTEwMsrKyFAUyAHh6emL//v2YPXs21q5dCzc3N6xevVqxHBsA9O3bFzt27MCCBQuwcOFCtGrVCrGxsejVq5e6p0pE1CBUPnvhaimQlluk42iIiOontYvixo0bw97eHsHBwViwYAH69+8PW1tbjd7cz89P8cO6KjExMSptvr6+OHfuXI3jjhkzBmPGjNEoJiKihia3QAYnaymcjYDjvFNMRFQltadPDB8+HOXl5di6dSu2bNmCbdu24cqVK3URGxERaUFqTgG8nKxgaQIUyMp0HQ4RUb2kdlG8e/duPHjwAPHx8ejfvz/++9//ws/PDy4uLhg3blxdxEhERK8gNacQrZ0aAQCMJRKUlVfoOCIiovpH7ekTld544w2Ul5dDLpdDJpPh4MGD2LlzpzZjIyIiLUjLKUBge0ecSwU8HCxxK68YrZ2sdB0WEVG9ovad4pUrV2LUqFGwt7dHz549sX37drRt2xa7du3CgwcP6iJGIiJ6BTn5JXC2frYWu5dTI6TlFOg4IiKi+kftO8X//Oc/4efnh/fffx8DBw6EjY1NXcRFRERa8OK3frZ2ssLJm48xtLMuoyIiqn/ULorPnDlTF3EQEVEdyM4vgYutuWK7dRMrbDl1R4cRERHVTxrNKX78+DGio6Nx5coVSCQStG/fHiEhIRovzUZERHUjNacQXk7Wim1rcxMUcQUKIiIVas8pPnPmDFq1aoWVK1fi4cOHePDgAVauXIlWrVq9dP1gIiJ6vdJyCtDG2VqpzdjICHKuQEFEpETtonj27NkYOXIkbt26hZ07d2LXrl1IT0/H22+/za9SJiKqZ1JzCtDGWXmlCU9HS9x6wG+2IyJ6nkZ3iufNmwcTk99nXpiYmGDu3Lmcb0xEVM/cL5Chyf9feaKSl7M1UnP4zXZERM9Tuyi2sbFBRkaGSvudO3dgbW1dxRFERKQLL648UamNszVSuSwbEZEStYvioKAghISEIDY2Fnfu3MHdu3exY8cOTJs2DePHj6+LGImISAP3npTA1c5Cpd3LyQrXc3mnmIjoeWqvPrFs2TJIJBJMmjQJZWXPnmA2NTXFhx9+iCVLlmg9QCIi0kxqTgHaVPHNdY2kJigu5QoURETPU7soNjMzw6pVqxAZGYkbN25ACIHWrVvD0tKyLuIjIiINpeUUoJNb1UtlmhobobSsAmYman9gSETUINX6p2FxcTFmzJiBpk2bwsnJCdOmTYOrqyveeOMNFsRERPVQak4h2rhU/ayHZ5NGSOcKFERECrUuihctWoSYmBgMHz4c48aNQ3x8PD788MO6jI2IiF7Bw6JSOFpJq9zXxokP2xERPa/W0yd27tyJ6OhojBs3DgAwceJE9OvXD+Xl5TA2Nq6zAImISH0VFQKSGva3cbZG/G/Zry0eIqL6rtZ3iu/cuYMBAwYotnv27AkTExPcu3evTgIjIiLNZT5+CrcqVp6o1NrJCtfvcwUKIqJKtS6Ky8vLYWZmptRmYmKiWIFCU+vWrYOnpyfMzc3h4+ODo0ePVtt3ypQpkEgkKq+OHTsq+sTExFTZp6Sk5JXiJCLSJ2m5qt9k9zwLM2OUyPlVz0RElWo9fUIIgSlTpkAq/X1+WklJCUJDQ9GoUSNF286dO2v95rGxsZg1axbWrVuHfv364bvvvsPQoUPx22+/wd3dXaX/qlWrlJZ9KysrQ5cuXfDee+8p9bOxscG1a9eU2szNzWsdFxGRvkvNKUTX5nY19jE1lkBWVg6pCafAERHVuiiePHmyStvEiRNf6c1XrFiBkJAQTJs2DQAQFRWFQ4cOYf369YiMjFTpb2trC1vb35cX2r17Nx49eoQ//elPSv0kEglcXFxeKTYiIn2WmlOAsd2b19inZRMr3LxfhPauNq8pKiKi+qvWRfHmzZu1+salpaU4e/Ys5s+fr9QeGBiIEydO1GqM6OhoDB48GB4eHkrthYWF8PDwQHl5Obp27Yq//vWv8Pb2rnYcmUwGmUym2M7PzwcAyOVyyOXy2p6SwavMFXNWe8yZZpi3l3tYKIO1mUQlV8/nrJWDBa7ce4zWjtXPPTZ0vNbUx5xphnlTn7ZzpfaXd2jLgwcPUF5eDmdnZ6V2Z2dnZGe//InorKwsHDhwANu2bVNqb9euHWJiYtC5c2fk5+dj1apV6NevHy5cuAAvL68qx4qMjERERIRKe0JCAtdg1kB8fLyuQ9A7zJlmmLeqVQjg/n0j7N+/X2Xf8znLKQIu5BnB+O751xmeXuK1pj7mTDPMW+0VFxdrdTydFcWVJBLlRYOEECptVYmJiYGdnR1Gjx6t1N67d2/07t1bsd2vXz9069YN3377LVavXl3lWOHh4QgLC1Ns5+fno3nz5vD394eDg4MaZ2PY5HI54uPjERAQAFNTU12HoxeYM80wbzXLeFiMbuI2hg1rr2irKmcl8nJ8+p9LGDasq44irf94ramPOdMM86a+vLw8rY6ns6LY0dERxsbGKneFc3NzVe4ev0gIgU2bNiE4OFhlRYwXGRkZoUePHkhLS6u2j1QqVXqAsJKpqSkvTA0wb+pjzjTDvFUtPa8EbV1tq8zN8zkzNTWFvALMYS3wWlMfc6YZ5q32tJ0nnX3pvZmZGXx8fFQ+JoiPj0ffvn1rPDYpKQnXr19HSEjIS99HCIGUlBS4urq+UrxERPoiNbcAbZyr/nrnF5kZG6FEXl7HERER1X86K4oBICwsDP/4xz+wadMmXLlyBbNnz0ZGRgZCQ0MBPJvWMGnSJJXjoqOj0atXL3Tq1EllX0REBA4dOoSbN28iJSUFISEhSElJUYxJRNTQpeUU1rhG8fNaOTXCDX6JBxGRbucUBwUFIS8vD1988QWysrLQqVMn7N+/X7GaRFZWFjIyMpSOefLkCeLi4rBq1aoqx3z8+DE++OADZGdnw9bWFt7e3khOTkbPnj3r/HyIiOqDJ0/lsLOseWpZpTbO1kjLKURHN9uXdyYiasB0/qDd9OnTMX369Cr3xcTEqLTZ2trW+LThypUrsXLlSm2FR0SkV8orBIxe/qyygpeTNX66eK/uAiIi0hM6nT5BRETadedhMZo1rv1Ski2bcPoEERHAopiIqEG5llP7h+wAwNzUGKVlFXUYERGRfmBRTETUgKTlFNT6IbtK5qbGeFrKFSiIyLCxKCYiakBScwrhpcadYgBo7WSF67mcQkFEho1FMRFRA1JQIoethXoL2ns5WyM1p6COIiIi0g8siomIGoiy8goYq7P0xP/XxtkKqbksionIsLEoJiJqIG4/LIa7fSO1j/N0bIT0+0V1EBERkf5gUUxE1EBo8pAdAEhNjCEv5woURGTYWBQTETUQmjxkV8nSzARFsjItR0REpD9YFBMRNRBpuYXw0uBOMQC04goURGTgWBQTETUQhSVy2Jirt/JEpTbOVlyBgogMGotiIqIGQF5eAWMjzX+kt3G2RhrvFBORAWNRTETUANzOK0ILB0uNj2/h0AjpD7gCBREZLhbFREQNQGpOIdpo+JAdAJiZGKGMK1AQkQFjUUxE1ACk5hRo/JBdJUupCQq5AgURGSgWxUREDcCzlSc0v1MMAF5OVkjjw3ZEZKBYFBMRNQDFsjJYSU1eaYw2ztZIy+HDdkRkmFgUExHpudKyCpgYv/qPcy7LRkSGTOdF8bp16+Dp6Qlzc3P4+Pjg6NGj1fZNTEyERCJReV29elWpX1xcHDp06ACpVIoOHTpg165ddX0aREQ6cyuvCJ6OjV55HA+HRriVV6yFiIiI9I9Oi+LY2FjMmjULn3/+Oc6fP48BAwZg6NChyMjIqPG4a9euISsrS/Hy8vJS7Dt58iSCgoIQHByMCxcuIDg4GGPHjsXp06fr+nSIiHQiNacAXk6v9pAdAJgaG6FCCC1ERESkf3RaFK9YsQIhISGYNm0a2rdvj6ioKDRv3hzr16+v8TgnJye4uLgoXsbGxop9UVFRCAgIQHh4ONq1a4fw8HAMGjQIUVFRdXw2RES68arLsT3PSmqC/BK5VsYiItInr/ZUxisoLS3F2bNnMX/+fKX2wMBAnDhxosZjvb29UVJSgg4dOmDBggXw9/dX7Dt58iRmz56t1H/IkCE1FsUymQwymUyxnZ+fDwCQy+WQy/nLobYqc8Wc1R5zphnmTVladj5C+javMR+1zVlLR0tczXwMb3c7bYaot3itqY850wzzpj5t50pnRfGDBw9QXl4OZ2dnpXZnZ2dkZ2dXeYyrqys2btwIHx8fyGQybN26FYMGDUJiYiIGDhwIAMjOzlZrTACIjIxERESESntCQgIsLTX/hihDFR8fr+sQ9A5zphnm7ZnbmUZIPJJZq74vy1l+ngQ704EsZ06jeB6vNfUxZ5ph3mqvuFi7z0DorCiuJJFIlLaFECptldq2bYu2bdsqtvv06YM7d+5g2bJliqJY3TEBIDw8HGFhYYrt/Px8NG/eHP7+/nBwcFDrfAyZXC5HfHw8AgICYGpqqutw9AJzphnm7Xeysgr89Pgihg3rWmO/2uas/YMibPvlDoYNa6flSPUTrzX1MWeaYd7Ul5eXp9XxdFYUOzo6wtjYWOUObm5ursqd3pr07t0bP/zwg2LbxcVF7TGlUimkUqlKu6mpKS9MDTBv6mPONMO8ATfy8tHKybrWeXhZzlo52+Lu4zSDz+uLeK2pjznTDPNWe9rOk84etDMzM4OPj4/KxwTx8fHo27dvrcc5f/48XF1dFdt9+vRRGfPw4cNqjUlEpC+ePWT36itPVDI2kqCCMyeIyADpdPpEWFgYgoOD0b17d/Tp0wcbN25ERkYGQkNDATyb1pCZmYktW7YAeLayRIsWLdCxY0eUlpbihx9+QFxcHOLi4hRjzpw5EwMHDsTSpUsxatQo7NmzB0eOHMGxY8d0co5ERHUpLacAQzq6aHVMa3MTPHkqh60F71YRkeHQaVEcFBSEvLw8fPHFF8jKykKnTp2wf/9+eHh4AACysrKU1iwuLS3Fp59+iszMTFhYWKBjx47Yt28fhg0bpujTt29f7NixAwsWLMDChQvRqlUrxMbGolevXq/9/IiI6tqN+4Vo1UR7d4qByq97LkD3FvZaHZeIqD7T+YN206dPx/Tp06vcFxMTo7Q9d+5czJ0796VjjhkzBmPGjNFGeERE9VqJvAIWZsYv76gGLycrpOYUsigmIoOi8695JiIizZTIy2FmrP0f422crZGaU6D1cYmI6jMWxUREeurm/SK0bNJI6+M2t7fE3UfaXf+TiKi+Y1FMRKSn0nILtPb1zs/jChREZIhYFBMR6anUnAJ4aXE5tufZWpjicXFpnYxNRFQfsSgmItJTN3KLtL7yRCUv52cP2xERGQoWxUREeqq0vALmptpdeaJSGyc+bEdEhoVFMRGRHiqRl0NqUnc/wivXKiYiMhQsiomI9ND1XO1/acfzmjW2wJ1HT+tsfCKi+oZFMRGRHkrLrbuH7ADAyEgCIbgEBREZDhbFRER6KDWnsE6WY3te40ZmyCuU1el7EBHVFyyKiYj00M37hXXyxR3Pe/bNdlyBgogMA4tiIiI9VFpWAalJ3aw8UamNsxXScvmwHREZBhbFRER6pri0DBZmdVsQA4AXl2UjIgPCopiISM9czy1E6zpceaJSUzsL3HtcUufvQ0RUH7AoJiLSM6k5hfCq44fsgN9XoOAqFERkCFgUExHpmbScgjpfeaKSg5UUDwpLX8t7ERHpEotiIiI9c/NBETwd63bliUptnK34zXZEZBBYFBMR6Zmy8gqY1eFXPD/Py5kP2xGRYdB5Ubxu3Tp4enrC3NwcPj4+OHr0aLV9d+7ciYCAADRp0gQ2Njbo06cPDh06pNQnJiYGEolE5VVSwodFiEj/FcnKYGlm8trer42zNVJzuVYxETV8Oi2KY2NjMWvWLHz++ec4f/48BgwYgKFDhyIjI6PK/snJyQgICMD+/ftx9uxZ+Pv7Y8SIETh//rxSPxsbG2RlZSm9zM3NX8cpERHVqbTcQrR2qvuVJyq52Zoj6/HT1/Z+RES68vpuN1RhxYoVCAkJwbRp0wAAUVFROHToENavX4/IyEiV/lFRUUrbX331Ffbs2YMff/wR3t7einaJRAIXF5c6jZ2ISBdSX+NDdsCzn6cAIIRQ/JmIqCHSWVFcWlqKs2fPYv78+UrtgYGBOHHiRK3GqKioQEFBAezt7ZXaCwsL4eHhgfLycnTt2hV//etflYrmF8lkMshkMsV2fn4+AEAul0Mul9f2lAxeZa6Ys9pjzjRjyHm7lvUEf+jWVO1zf5WcOTQyw71HRXCylqp9rL4z5GtNU8yZZpg39Wk7Vzorih88eIDy8nI4OzsrtTs7OyM7O7tWYyxfvhxFRUUYO3asoq1du3aIiYlB586dkZ+fj1WrVqFfv364cOECvLy8qhwnMjISERERKu0JCQmwtLRU46wIAOLj43Udgt5hzjRjiHk7fdUIHctuIE3DyW+a5KwsT4J//piBtnaGu16xIV5rr4o50wzzVnvFxcVaHU+n0ycAqHwcV9uP6LZv347Fixdjz549cHJyUrT37t0bvXv3Vmz369cP3bp1w7fffovVq1dXOVZ4eDjCwsIU2/n5+WjevDn8/f3h4OCg7ikZLLlcjvj4eAQEBMDU1FTX4egF5kwzhpy3nXnnMOLtbmof9yo5s057gBsPijCsj4fa76vvDPla0xRzphnmTX15eXlaHU9nRbGjoyOMjY1V7grn5uaq3D1+UWxsLEJCQvDvf/8bgwcPrrGvkZERevTogbS0tGr7SKVSSKWqHwuamprywtQA86Y+5kwzhpa3ghI5rM1f7Zw1yVmHpo0Rf/W+QeX6RYZ2rWkDc6YZ5q32tJ0nna0+YWZmBh8fH5WPCeLj49G3b99qj9u+fTumTJmCbdu2Yfjw4S99HyEEUlJS4Orq+soxExHpUlpuIbycXt9DdpWcbaTIyZe9vCMRkR7T6fSJsLAwBAcHo3v37ujTpw82btyIjIwMhIaGAng2rSEzMxNbtmwB8KwgnjRpElatWoXevXsr7jJbWFjA1tYWABAREYHevXvDy8sL+fn5WL16NVJSUrB27VrdnCQRkZY8+3rn17ccWyWuQEFEhkCnRXFQUBDy8vLwxRdfICsrC506dcL+/fvh4fFs3lpWVpbSmsXfffcdysrKMGPGDMyYMUPRPnnyZMTExAAAHj9+jA8++ADZ2dmwtbWFt7c3kpOT0bNnz9d6bkRE2paaU4jxPd118t6Vd4tdbLnmOxE1TDp/0G769OmYPn16lfsqC91KiYmJLx1v5cqVWLlypRYiIyKqX27nFaGFg25WxPFyevZ1zyyKiaih0vnXPBMRUe2UVwiYGOvmx3Yb52dFMRFRQ8WimIhIDzx5KoeNhe6eSG/jbIW0nEKdvT8RUV1jUUxEpAeu5xbAy+n1P2RXqYm1FPcLuQIFETVcLIqJiPRAak4hvJxf/3JslZ5fgYKIqCFiUUxEpAdScwrQRodFMQC42Joj60mJTmMgIqorLIqJiPTAnYfFcLfXzcoTldo4WfFhOyJqsFgUExHpgQoBGBvp9osz2jhb82E7ImqwWBQTEdVzT4rlsDHX+bLy8OKybETUgLEoJiKq51JzC3T6kF0lRysz5BWV6joMIqI6waKYiKieqw8P2QFcgYKIGjYWxURE9VxaTiHaOOtujeLnudmZI/PxU12HQUSkdSyKiYjquTsPi9G8sW5XnqjEh+2IqKFiUUxEVM8JAEY6XnmikpcTH7YjooaJRTERUT32qKgUdhamug5DoY2zFVJ5p5iIGiAWxURE9VhqTv1YeaKSg5UUD4tkug6DiEjrWBQTEdVjqbn15yG7ShKJBBUVXIGCiBoWFsVERPVYWj1Zju15zRpb4O4jrkBBRA2LzovidevWwdPTE+bm5vDx8cHRo0dr7J+UlAQfHx+Ym5ujZcuW2LBhg0qfuLg4dOjQAVKpFB06dMCuXbvqKnwiojqV+egpmtpZ6DoMJfxmOyJqiHRaFMfGxmLWrFn4/PPPcf78eQwYMABDhw5FRkZGlf3T09MxbNgwDBgwAOfPn8dnn32GTz75BHFxcYo+J0+eRFBQEIKDg3HhwgUEBwdj7NixOH369Os6LSIiralPK09UauNkhdRcFsVE1LDotChesWIFQkJCMG3aNLRv3x5RUVFo3rw51q9fX2X/DRs2wN3dHVFRUWjfvj2mTZuGqVOnYtmyZYo+UVFRCAgIQHh4ONq1a4fw8HAMGjQIUVFRr+msiIi040GhDI0tzXQdhgquVUxEDZHOiuLS0lKcPXsWgYGBSu2BgYE4ceJElcecPHlSpf+QIUNw5swZyOXyGvtUNyYRUX317Oud69dDdgDQuJEZHheX6joMIiKtMtHVGz948ADl5eVwdnZWand2dkZ2dnaVx2RnZ1fZv6ysDA8ePICrq2u1faobEwBkMhlkst+XGHry5AkAYM620zBvVP9+IVUS9ezhbyEqkJ1dggP3j0Mi+f3/W/UszKrpKMgKUYHsnBLsyz0OI8nL/48q9CCbr+O6FHh2rf2UewwSDf9vX/8zCWQ+LsHHb7ZEXl7eK48ll8tRXFyMvLw8mJq++rrHorQI7/896ZXHUderTCSRaHBwhRDIUePfqOqbqn/IKxz27FhND9b4QGWi4tm/z4MPTkBipPNHl/QG86Y+WdGzaVxCS794dFYUV5K88I9QCKHS9rL+L7arO2ZkZCQiIiJU2jd/Mrz6wImIXoMDug6AiKiey8vLg62t7SuPo7Oi2NHREcbGxip3cHNzc1Xu9FZycXGpsr+JiQkcHBxq7FPdmAAQHh6OsLAwxfbjx4/h4eGBjIwMrSTZUOTn56N58+a4c+cObGxsdB2OXmDONMO8qY850wzzpj7mTDPMm/qePHkCd3d32Nvba2U8nRXFZmZm8PHxQXx8PN555x1Fe3x8PEaNGlXlMX369MGPP/6o1Hb48GF0795d8XFgnz59EB8fj9mzZyv16du3b7WxSKVSSKVSlXZbW1temBqwsbFh3tTEnGmGeVMfc6YZ5k19zJlmmDf1GWlpuolOp0+EhYUhODgY3bt3R58+fbBx40ZkZGQgNDQUwLM7uJmZmdiyZQsAIDQ0FGvWrEFYWBjef/99nDx5EtHR0di+fbtizJkzZ2LgwIFYunQpRo0ahT179uDIkSM4duyYTs6RiIiIiOo/nRbFQUFByMvLwxdffIGsrCx06tQJ+/fvh4eHBwAgKytLac1iT09P7N+/H7Nnz8batWvh5uaG1atX4w9/+IOiT9++fbFjxw4sWLAACxcuRKtWrRAbG4tevXq99vMjIiIiIv2g8wftpk+fjunTp1e5LyYmRqXN19cX586dq3HMMWPGYMyYMRrHJJVKsWjRoiqnVFD1mDf1MWeaYd7Ux5xphnlTH3OmGeZNfdrOmURoax0LIiIiIiI9xYXwiIiIiMjgsSgmIiIiIoPHopiIiIiIDB6LYiIiIiIyeCyKq7Bu3Tp4enrC3NwcPj4+OHr0qK5DqrciIyPRo0cPWFtbw8nJCaNHj8a1a9d0HZbeiYyMhEQiwaxZs3QdSr2WmZmJiRMnwsHBAZaWlujatSvOnj2r67DqtbKyMixYsACenp6wsLBAy5Yt8cUXX6CiokLXodUbycnJGDFiBNzc3CCRSLB7926l/UIILF68GG5ubrCwsICfnx9+/fVX3QRbj9SUN7lcjnnz5qFz585o1KgR3NzcMGnSJNy7d093AdcDL7vWnvfnP/8ZEokEUVFRry2++qo2ebty5QpGjhwJW1tbWFtbo3fv3krL+tYGi+IXxMbGYtasWfj8889x/vx5DBgwAEOHDlU7sYYiKSkJM2bMwKlTpxAfH4+ysjIEBgaiqKhI16Hpjf/973/YuHEj3njjDV2HUq89evQI/fr1g6mpKQ4cOIDffvsNy5cvh52dna5Dq9eWLl2KDRs2YM2aNbhy5Qq+/vprfPPNN/j22291HVq9UVRUhC5dumDNmjVV7v/666+xYsUKrFmzBv/73//g4uKCgIAAFBQUvOZI65ea8lZcXIxz585h4cKFOHfuHHbu3InU1FSMHDlSB5HWHy+71irt3r0bp0+fhpub22uKrH57Wd5u3LiB/v37o127dkhMTMSFCxewcOFCmJubq/dGgpT07NlThIaGKrW1a9dOzJ8/X0cR6Zfc3FwBQCQlJek6FL1QUFAgvLy8RHx8vPD19RUzZ87UdUj11rx580T//v11HYbeGT58uJg6dapS27vvvismTpyoo4jqNwBi165diu2Kigrh4uIilixZomgrKSkRtra2YsOGDTqIsH56MW9V+eWXXwQAcfv27dcTVD1XXc7u3r0rmjZtKi5fviw8PDzEypUrX3ts9VlVeQsKCtLKzzTeKX5OaWkpzp49i8DAQKX2wMBAnDhxQkdR6ZcnT54AAOzt7XUciX6YMWMGhg8fjsGDB+s6lHpv79696N69O9577z04OTnB29sbf//733UdVr3Xv39//Pe//0VqaioA4MKFCzh27BiGDRum48j0Q3p6OrKzs5V+L0ilUvj6+vL3gpqePHkCiUTCT3dqUFFRgeDgYMyZMwcdO3bUdTh6oaKiAvv27UObNm0wZMgQODk5oVevXjVOTakOi+LnPHjwAOXl5XB2dlZqd3Z2RnZ2to6i0h9CCISFhaF///7o1KmTrsOp93bs2IFz584hMjJS16HohZs3b2L9+vXw8vLCoUOHEBoaik8++QRbtmzRdWj12rx58zB+/Hi0a9cOpqam8Pb2xqxZszB+/Hhdh6YXKn/28/fCqykpKcH8+fMxYcIE2NjY6Dqcemvp0qUwMTHBJ598outQ9EZubi4KCwuxZMkSvPXWWzh8+DDeeecdvPvuu0hKSlJrLJ1/zXN9JJFIlLaFECptpOqjjz7CxYsXcezYMV2HUu/duXMHM2fOxOHDh9Wf82SgKioq0L17d3z11VcAAG9vb/z6669Yv349Jk2apOPo6q/Y2Fj88MMP2LZtGzp27IiUlBTMmjULbm5umDx5sq7D0xv8vaA5uVyOcePGoaKiAuvWrdN1OPXW2bNnsWrVKpw7d47XlhoqHxoeNWoUZs+eDQDo2rUrTpw4gQ0bNsDX17fWY/FO8XMcHR1hbGys8r//3NxclbsEpOzjjz/G3r17kZCQgGbNmuk6nHrv7NmzyM3NhY+PD0xMTGBiYoKkpCSsXr0aJiYmKC8v13WI9Y6rqys6dOig1Na+fXs+BPsSc+bMwfz58zFu3Dh07twZwcHBmD17Nj+hqCUXFxcA4O8FDcnlcowdOxbp6emIj4/nXeIaHD16FLm5uXB3d1f8Xrh9+zb+8pe/oEWLFroOr95ydHSEiYmJVn4/sCh+jpmZGXx8fBAfH6/UHh8fj759++ooqvpNCIGPPvoIO3fuxM8//wxPT09dh6QXBg0ahEuXLiElJUXx6t69O/74xz8iJSUFxsbGug6x3unXr5/Kcn+pqanw8PDQUUT6obi4GEZGyj/qjY2NuSRbLXl6esLFxUXp90JpaSmSkpL4e+ElKgvitLQ0HDlyBA4ODroOqV4LDg7GxYsXlX4vuLm5Yc6cOTh06JCuw6u3zMzM0KNHD638fuD0iReEhYUhODgY3bt3R58+fbBx40ZkZGQgNDRU16HVSzNmzMC2bduwZ88eWFtbK+6m2NrawsLCQsfR1V/W1tYq864bNWoEBwcHzseuxuzZs9G3b1989dVXGDt2LH755Rds3LgRGzdu1HVo9dqIESPwt7/9De7u7ujYsSPOnz+PFStWYOrUqboOrd4oLCzE9evXFdvp6elISUmBvb093N3dMWvWLHz11Vfw8vKCl5cXvvrqK1haWmLChAk6jFr3asqbm5sbxowZg3PnzuGnn35CeXm54veDvb09zMzMdBW2Tr3sWnvxPw6mpqZwcXFB27ZtX3eo9crL8jZnzhwEBQVh4MCB8Pf3x8GDB/Hjjz8iMTFRvTd65fUrGqC1a9cKDw8PYWZmJrp168blxWoAoMrX5s2bdR2a3uGSbC/3448/ik6dOgmpVCratWsnNm7cqOuQ6r38/Hwxc+ZM4e7uLszNzUXLli3F559/LmQyma5DqzcSEhKq/Dk2efJkIcSzZdkWLVokXFxchFQqFQMHDhSXLl3SbdD1QE15S09Pr/b3Q0JCgq5D15mXXWsv4pJsz9Qmb9HR0aJ169bC3NxcdOnSRezevVvt95EIIYR6ZTQRERERUcPCOcVEREREZPBYFBMRERGRwWNRTEREREQGj0UxERERERk8FsVEREREZPBYFBMRERGRwWNRTEREREQGj0UxERFpVWlpKVq3bo3jx49rddyffvoJ3t7e/IpqIqoTLIqJiGowZcoUSCQSldfzXzlKyjZu3AgPDw/069dP0SaRSLB7926VvlOmTMHo0aNrNe7bb78NiUSCbdu2aSlSIqLfsSgmInqJt956C1lZWUovT09PlX6lpaU6iK7++fbbbzFt2rQ6GftPf/oTvv322zoZm4gMG4tiIqKXkEqlcHFxUXoZGxvDz88PH330EcLCwuDo6IiAgAAAwG+//YZhw4bBysoKzs7OCA4OxoMHDxTjFRUVYdKkSbCysoKrqyuWL18OPz8/zJo1S9GnqjurdnZ2iImJUWxnZmYiKCgIjRs3hoODA0aNGoVbt24p9lfehV22bBlcXV3h4OCAGTNmQC6XK/rIZDLMnTsXzZs3h1QqhZeXF6KjoyGEQOvWrbFs2TKlGC5fvgwjIyPcuHGjylydO3cO169fx/Dhw9XMMnDr1q0q78r7+fkp+owcORK//PILbt68qfb4REQ1YVFMRPQKvv/+e5iYmOD48eP47rvvkJWVBV9fX3Tt2hVnzpzBwYMHkZOTg7FjxyqOmTNnDhISErBr1y4cPnwYiYmJOHv2rFrvW1xcDH9/f1hZWSE5ORnHjh2DlZUV3nrrLaU71gkJCbhx4wYSEhLw/fffIyYmRqmwnjRpEnbs2IHVq1fjypUr2LBhA6ysrCCRSDB16lRs3rxZ6X03bdqEAQMGoFWrVlXGlZycjDZt2sDGxkat8wGA5s2bK92NP3/+PBwcHDBw4EBFHw8PDzg5OeHo0aNqj09EVCNBRETVmjx5sjA2NhaNGjVSvMaMGSOEEMLX11d07dpVqf/ChQtFYGCgUtudO3cEAHHt2jVRUFAgzMzMxI4dOxT78/LyhIWFhZg5c6aiDYDYtWuX0ji2trZi8+bNQgghoqOjRdu2bUVFRYViv0wmExYWFuLQoUOK2D08PERZWZmiz3vvvSeCgoKEEEJcu3ZNABDx8fFVnvu9e/eEsbGxOH36tBBCiNLSUtGkSRMRExNTbb5mzpwp3nzzTZV2AMLc3Fwpj40aNRImJiZi1KhRKv2fPn0qevXqJd5++21RXl6utM/b21ssXry42hiIiDRhotuSnIio/vP398f69esV240aNVL8uXv37kp9z549i4SEBFhZWamMc+PGDTx9+hSlpaXo06ePot3e3h5t27ZVK6azZ8/i+vXrsLa2VmovKSlRmtrQsWNHGBsbK7ZdXV1x6dIlAEBKSgqMjY3h6+tb5Xu4urpi+PDh2LRpE3r27ImffvoJJSUleO+996qN6+nTpzA3N69y38qVKzF48GCltnnz5qG8vFylb0hICAoKChAfHw8jI+UPNS0sLFBcXFxtDEREmmBRTET0Eo0aNULr1q2r3fe8iooKjBgxAkuXLlXp6+rqirS0tFq9p0QigRBCqe35ucAVFRXw8fHBP//5T5VjmzRpovizqampyriVS5pZWFi8NI5p06YhODgYK1euxObNmxEUFARLS8tq+zs6OiqK7he5uLio5NHa2hqPHz9Wavvyyy9x8OBB/PLLLypFPwA8fPhQ6RyJiLSBRTERkRZ169YNcXFxaNGiBUxMVH/Etm7dGqampjh16hTc3d0BAI8ePUJqaqrSHdsmTZogKytLsZ2WlqZ0d7Rbt26IjY2Fk5OTRvN3AaBz586oqKhAUlKSyh3cSsOGDUOjRo2wfv16HDhwAMnJyTWO6e3tjfXr10MIAYlEonZMcXFx+OKLL3DgwIEq5y1X3gn39vZWe2wioprwQTsiIi2aMWMGHj58iPHjxytWSTh8+DCmTp2K8vJyWFlZISQkBHPmzMF///tfXL58GVOmTFGZIvDmm29izZo1OHfuHM6cOYPQ0FClu75//OMf4ejoiFGjRuHo0aNIT09HUlISZs6cibt379Yq1hYtWmDy5MmYOnUqdu/ejfT0dCQmJuJf//qXoo+xsTGmTJmC8PBwtG7dWmnaR1X8/f1RVFSEX3/9VY2sPXP58mVMmjQJ8+bNQ8eOHZGdnY3s7Gw8fPhQ0efUqVOQSqUvjYOISF0siomItMjNzQ3Hjx9HeXk5hgwZgk6dOmHmzJmwtbVVFL7ffPMNBg4ciJEjR2Lw4MHo378/fHx8lMZZvnw5mjdvjoEDB2LChAn49NNPlaYtWFpaIjk5Ge7u7nj33XfRvn17TJ06FU+fPlXrzvH69esxZswYTJ8+He3atcP777+PoqIipT4hISEoLS3F1KlTXzqeg4MD3n333SqndbzMmTNnUFxcjC+//BKurq6K17vvvqvos337dvzxj3+scQoHEZEmJOLFSWtERPTa+fn5oWvXroiKitJ1KCqOHz8OPz8/3L17F87Ozi/tf+nSJQwePLjKBwFfxf3799GuXTucOXOmyi9PISJ6FbxTTEREVZLJZLh+/ToWLlyIsWPH1qogBp7NVf7666+VvkhEG9LT07Fu3ToWxERUJ/igHRERVWn79u0ICQlB165dsXXrVrWOnTx5stbj6dmzJ3r27Kn1cYmIAE6fICIiIiLi9AkiIiIiIhbFRERERGTwWBQTERERkcFjUUxEREREBo9FMREREREZPBbFRERERGTwWBQTERERkcFjUUxEREREBo9FMREREREZvP8HqXYzWExki0MAAAAASUVORK5CYII=", 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z/N///R9KSkqwbt26NvMdP34cv//+O3r27Inhw4cr9Hrdz6JFi2BjY4M333wT169f7/B4bW2trB9zZ1ryeObMmTb9ku/evYvXX39d7nMcHR1l8yhC3a8LIUQx1PWCED02c+ZMDB06tNOzaVu2bMGIESPw9NNP47fffkNoaChu3LiBgwcPwsXFBVu2bFFzi5stXrwY27dvx6xZszBv3jw4OTnh7NmzuHTpEh588MEub3jRlcLCQrz++uswNjZGYGCg3K/MZ8yYgfDwcAiFQuzZswcPPPAAoqOjMXbsWNlX9zk5OTh16hScnJyQlpYGoLnrxebNm7Fw4UIMHDgQDz/8MOzs7HDo0CFYWFjILlq8n23btoExJruZhDzOzs6YMmUK9u3bh8OHD2P69Onw8vLCvHnz8NNPPyEqKgqTJk1CUVER9u/fj0mTJmHv3r0dljNmzBj8/PPPmDNnDiIiImBsbIwHH3wQ/fr1w/z587Fv3z78+uuv6N+/P6ZMmSIbR7m0tBSffPJJmzGkJ0+ejBUrVuDjjz9GUFAQZs6cCVdXV+Tl5eHPP//EihUrsGzZMgCQjT383nvv4cyZMxg8eLBsvGBLS0ts3779vn2dFeXi4oIff/wRc+fORVhYGCZNmoTg4GDU19cjOzsbCQkJGDZsGP74449Ol+Hh4YHZs2dj7969GDBgAMaOHYt79+7h0KFDGDNmjOxmOu1f2z179mDu3LmYPHmy7GLDBx98sNP1qPN1IYQoSKNjbhBCuq398HDttQzNBjnjKDPGWFZWFlu0aBHz8PBgJiYmzMPDgy1atKjN8GstlBkbtnUb2w/fxljnQ5edOHGCDR8+nNnY2DB7e3s2efJklpSUxFatWsUAsBMnTtx3+e2Hh2uZr6uf9sOr3b17l7344ossKCiICYVCZmtry0JCQthTTz3F/vzzzw7/z/79+1lUVBQTCoXM1dWVPfXUU6ysrIz5+fndd3i4pqYm5u3tzYyMjOSOF9zab7/9Jhv7uUVNTQ174YUXmJubGxMKhax///5s586dnb7GBQUF7KGHHmLOzs7MyMiow/8vkUjYxx9/zPr168eEQiGzsbFh0dHRnQ4PyBhje/fuZTExMczOzo4JhULm7+/P5s+fz65du9ZmvuLiYrZ06VLm5+fHTE1NmbOzM5szZw67evVqh2Xeb5g/RV7btLQ09uSTTzI/Pz9mZmbGHBwcWL9+/djSpUvZ+fPn28wrL8dVVVXs5ZdfZv7+/kwoFLKgoCD27rvvsoaGBrnzSyQS9uqrrzJfX19mYmLSIZ+dvVdU9brIe58QQrgTMNaucyIhhBBCCCGE+igTQgghhBAiDxXKhBBCCCGEyEGFMiGEEEIIIXJQoUwIIYQQQogcVCgTQgghhBAiBxXKhBBCCCGEyEGFMiGEEEIIIXJQoUwIIYQQQogcVCgTQgghhBAiBxXKhBBCCCGEyKEzhfK6deswcOBA2NjYwNXVFTNmzEB6evp9n5eQkICoqCiYm5sjMDAQX331lRpaSwghhBBCdJ3OFMoJCQl4/vnncfbsWcTFxaGxsRETJkxATU1Np8/JzMzE5MmTMXLkSCQnJ+ONN97A0qVLsXfvXjW2nBBCCCGE6CIBY4xpuhHKKC4uhqurKxISEjBq1Ci587z22ms4ePAgUlNTZdMWL16My5cvIzExUV1NJYQQQgghOshE0w1QlkgkAgA4Ojp2Ok9iYiImTJjQZtrEiROxdetWSCQSmJqadniOWCyGWCyW/S2VSlFWVgYnJycIBAIVtZ4QQgghhKgKYwxVVVXw9PSEkZHqOkzoZKHMGMPy5csxYsQI9O3bt9P5CgsL4ebm1maam5sbGhsbUVJSAg8Pjw7PWbduHdasWaPyNhNCCCGEEH7l5ubC29tbZcvTyUJ5yZIluHLlCk6fPn3fedufBW7padLZ2eGVK1di+fLlsr9FIhF8fX1x8+bNLs9eE/0gkUhw4sQJxMTEyP3GgegX2t6Ghba3YaHtbVjKysrQq1cv2NjYqHS5Olcov/DCCzh48CBOnjx53yMGd3d3FBYWtplWVFQEExMTODk5yX2OUCiEUCjsMN3R0bHT5xD9IZFIYGlpCScnJ9qxGgDa3oaFtrdhoe1tmFTdTVZnRr1gjGHJkiXYt28f/vrrLwQEBNz3OUOHDkVcXFybaceOHcOAAQPoTUMIIYQQQrqkM4Xy888/jx9++AG7du2CjY0NCgsLUVhYiLq6Otk8K1euxOOPPy77e/HixcjOzsby5cuRmpqKbdu2YevWrVixYoUm/gVCCCGEEKJDdKZQ3rJlC0QiEUaPHg0PDw/Zz+7du2XzFBQUICcnR/Z3QEAAjhw5gvj4eISHh+Pdd9/F5s2bMXv2bE38C4QQQgghRIfoTB9lRYZ7jo2N7TAtOjoaly5d4qFFhBBCCCFEn+nMGWVCCCGEEELUiQplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRQ6cK5ZMnT2Lq1Knw9PSEQCDAgQMHupw/Pj4eAoGgw09aWpp6GkwIIYQQQnSWiaYbwEVNTQ3CwsKwaNEizJ49W+Hnpaenw9bWVva3i4sLH80jhBBCCCF6RKcK5QceeAAPPPAA5+e5urrC3t5e9Q0ihBBCCCF6S6e6XigrIiICHh4eGDt2LE6cOKHp5hBCCCGEEB2gU2eUufLw8MDXX3+NqKgoiMVifP/99xg7dizi4+MxatQouc8Ri8UQi8WyvysrKwEAEokEEolELe0mmtOyjWlbGwba3oaFtrdhoe1tWPjazgLGGONlyTwTCATYv38/ZsyYwel5U6dOhUAgwMGDB+U+vnr1aqxZs6bD9F27dsHS0lKZphJCCCGEEB7V1tbikUcegUgkanNdWnfp9RlleYYMGYIffvih08dXrlyJ5cuXy/6urKyEj48PYmJi4OTkpI4mEg2SSCSIi4vD+PHjYWpqqunmEJ7R9jYstL0NC21vw1JaWsrLcg2uUE5OToaHh0enjwuFQgiFwg7TTU1N6Y1mQGh7Gxba3oaFtrdhoe1tGPjaxjpVKFdXV+P27duyvzMzM5GSkgJHR0f4+vpi5cqVyMvLw3fffQcA2LRpE/z9/dGnTx80NDTghx9+wN69e7F3715N/QuEEEIIIURH6FShfPHiRcTExMj+bukisWDBAsTGxqKgoAA5OTmyxxsaGrBixQrk5eXBwsICffr0weHDhzF58mS1t50QQgghhOgWnSqUR48eja6uPYyNjW3z96uvvopXX32V51YRQgghhBB9ZBDjKBNCCCGEEMIVFcqEEEIIIYTIQYUyIYQQQgghclChTAghhBBCiBxUKBNCCCGEECIHFcqEEEIIIYTIQYUyIYQQQgghclChTAghhBBCiBxUKBNCCCGEECIHFcqEEEIIIYTIQYUyIYQQQgghclChTAghhBBCiBxUKBNCCCGEECIHFcqEEEIIIYTIQYUyIYQQQgghclChTAghhBBCiBxUKBNCCCGEECIHFcqEEEIIIYTIoVOF8smTJzF16lR4enpCIBDgwIED931OQkICoqKiYG5ujsDAQHz11Vf8N5QQQgghhOg8nSqUa2pqEBYWhs8//1yh+TMzMzF58mSMHDkSycnJeOONN7B06VLs3buX55YSQgghhBBdZ6LpBnDxwAMP4IEHHlB4/q+++gq+vr7YtGkTACAkJAQXL17Exx9/jNmzZ/PUSkIIIYQQog90qlDmKjExERMmTGgzbeLEidi6dSskEglMTU07PEcsFkMsFsv+rqysBABIJBJIJBJ+G0w0rmUb07Y2DLS9DQttb8NC29uw8LWdlSqUs7OzUVhYCIFAADc3N/j5+am6XSpRWFgINze3NtPc3NzQ2NiIkpISeHh4dHjOunXrsGbNmg7TV++Mx4RACxjrVGcV9SuuA47lGaFKAliZAOO9pHC31HSruIuLi1PbuqQMSCwS4Ea5AAxAsB3DCHcGI4HamqCTSuuBuDwjVDQAtqbAOC8pXC2UW5Y6t7cmMQacKxbgWllzuILtGYa5GV7WuG7vcjFwPM8IpWLAwQwY6yWFszlPjdMTjAEXSgS4WiYAY0CoA8MQV81kTZfe3xVi4Hi+EUrqAUchMMaTsnY/jAEXSwRIyq/jZfmcCuWNGzdiw4YNyM/PB2MMACAQCODp6YmXX34Zy5Yt46ON3SIQtH1Xtm63PCtXrsTy5ctlf1dWVsLHxwdDIkJxMKsOmx7qDyuhXp+IV1rCzWLsP5eLdY8Fw9fREgWierx7OA3TQjwwqY/b/RegBSQSCeLi4jB+/Hi53zioWkOjFC/vuYrBoQ5YPcAbAgD7UwpwKK0IG+f2h4WZMe9t0EWnb5di75ksrHo4GD1crJBTVou1R9IxN9QL40JcFV6Oure3JkmapHhl7zWE9bLDmwO9IRAIsDc5D0dulWLj3H4Qmup/1pTZ3okZpdhzKgsr5/ZCkKs1skpr8f7v6fi/Pj4Y09uF5xbrJkmTFK/tu4bQHrZ47f98YCQAfrmUhz8yyvDJHPVlTdfe3+cyy/DLyUy8NrsXertZI6OkFh/8kY5H+/pgdC/KmjySJile33cdvQOtsWWiFQJW8bASpqB33nmH2drasg8++IAlJyez/Px8lpeXx5KTk9kHH3zA7Ozs2Lvvvqvo4roNANu/f3+X84wcOZItXbq0zbR9+/YxExMT1tDQoNB6RCIRA8BKSkrYuYxStvj7i6ypSapss/XW1bsVbNH286xe0thmuqSxiT373UV2IbNUQy3jpqGhgR04cEDhfHSHVCplL/+cwo7fKOzw2N+3itnzO5Moa3JczxOxhdvOsbqGtllraGxiT+24wC5llym8LHVub02SSqXs1V8us9+vFnR4LCG9iC398RKTSvU/a1y3d1pBJXt8a8esiSVN7MnY8ywlp5yHVuo2qVTKXt97hR25kt/hsRNp99iLasyaLr2/0wsr2fyt51ituGPWnth+nl3OLddMw7RYS9YO/5O1kpISBoCJRCKVrkfhjgRff/01duzYgddeew3h4eHw8PCAp6cnwsPD8dprr2H79u3YsmULD6W88oYOHdrhK5djx45hwIABSh1dDgpwxLAeTth5LltVTdQL4sYmvH8kFRseCoPQpO2ZAhNjI3z8UBg+OXYTdQ1NGmqhdjp4OR9+jpYYG9LxbPuwns6I9HXA7ou5GmiZ9pI0SbH2yA188lA4zNudlTI1NsInD4Vh/dF01Esoa60duVoIdztzTOrr3uGxUb1c0NfTDr9cvKuBlmkvSZMU7x66gU8eCuuQNTMTI3zyUDg+/CONstbOH9cK4WJthgf6dezaOLq3K0I8bLEnibLWWmOTFO/8dgOfzA3r8C2imYkRNswLxwe/U9baO3q9EM7WZpgsJ2uqpHChXFpait69e3f6eK9evVBeXq6SRnWmuroaKSkpSElJAdA8/FtKSgpycnIANHebePzxx2XzL168GNnZ2Vi+fDlSU1Oxbds2bN26FStWrFC6DY8O9sOfaUW4V1nfrf9Fn3ydkIFHBvvC3tJM7uPWQhM8Ex2IT/+8peaWaS9RrQQ/X8zFs9E9Op1nwTB//H6tEEVVlLUW35zKwEMDfOBoJT9rtuameGJ4AD77i7LWorJegp3nsvFcTOdZWzTcH79dyUdJtbjTeQzNttOZmBXpBWdrodzH7SxMsWCYP748cVvNLdNelfUSfH82G8+P6dnpPE+OCMDBy/kopazJbPs7EzMjvOBi03nWHh/qjy/j76i5Zdqrql6CHWey8XxM51lTFYUL5UGDBmHt2rVobGzs8FhjYyPef/99DBo0SKWNa+/ixYuIiIhAREQEAGD58uWIiIjA22+/DQAoKCiQFc0AEBAQgCNHjiA+Ph7h4eF49913sXnz5m4NDWdkJMBL43rRzvEf5TUNSMopx4P3OaKL6e2KrJIaOsD4x9bTGXh2VA+YmXT+FjQ2EmDZuCB8FZ+hxpZpL1GtBOcyyjAtzLPL+caFuuHmvWo6wPjH1lOZeGZUYIdve1ozMTb6J2v0QQwAojoJ/r5TipkRXl3ON7GPO24UVKG4ioo+ANh+OgtPj7x/1paODcL/TtJ+DWjO2unbpZgV2XXWJvV1x438SjqY/ce201l4elRAh297+KBwofzZZ5/hzz//hKurK2bOnInFixfjP//5D2bOnAk3NzecOHECX3zxBZ9txejRo8EY6/ATGxsLAIiNjUV8fHyb50RHR+PSpUsQi8XIzMzE4sWLu92OMB973KsUo1BEH8RbT2fi6ZGBnV4c2dqz0YHYQh/EqKhtwJU8EUYGOd933khfB9wtr0URHWBg69+ZeHJEgEJZWxwdiP8l0AexqE6ClNwKRCtwIVCUnyOyy2rpAAPA9r8z8cRwf4X3a1+fpP2aqE6CpJxyjFbgAseB/o7IKK6mog9A7N9ZWKRg1p4ZFYiv6QBDlrWY3opfuN0dChfK/fr1w82bN7F27VrY2toiMzMTGRkZsLW1xdq1a5GWloY+ffrw2Vat8kx0ILb9nanpZmhUjbgRV/JEGNbDSaH5I3wdcLe8DuU1DTy3TLv9cDYbC4cptmMEmneO2/7O4rdRWq62oRHJOeUKHVwA/xR9pTWoqKWsLRjmp3DWnhoRgFgDz1pdQxOSsssVOrgAWoq+GohqDXus3p3nsrFgKIesjQzEdgP/DK1raMLF7DKFR7QYFOCI20XVENVR1h4fonjWuovTqMA2Njb4z3/+gx07duDo0aM4evQoduzYgcWLF8PW1pavNmqlCB97pBZUGnTn+gMpeZgd6cUprA8P9MEvSYZ7gVpjkxRn7pRiVJDiQ/1E+Tnger7IoLP2a0o+ZnHM2twBPgZ90VCTlOHv2yUY3Uvxsy6DAhxx5a4I4kbDzdrBy3mYEa5E1i4ZdtZO3yrhdIZvcIAjLucadtZ+u5yP6Ryz9tAAb+w18P3a6VslGBOsnrPJAMdCmfxLIBBgapgnfrucr+mmaARjDL9fLZR7FX1XYoJdEZ9eDKmU8dQy7XY8tQhjgl1hxGHUfYFAgAf7eeDI1QIeW6a9GGM4crUAD/TldmXz2GBX/JVWZLBZ+zP1HmJ6c8/a5H4e+P1qIY8t016MMRy6UoAH+3PL2rgQV/yZes9gs3YirQije7twztoD/dzxxzXDzdpvV/IxhXPW3PBnGmWNS9a6iwrlbpgW5mmwxcvluyL09bLr8qINeYyNBBjWwwmJGaU8tUy7HUjOw9woH87PmxbuiUNXDDNrV/NECPGw5XzRhomxEYYEOuFspmFmbX9yHuZEeXN+3owIwz0BcC2vEsHuNkplbVCAI85llvHUMu2299JdpfZrM8K9cDDFMLN2Pb8Svd2Uy9pAf8PN2r7ku5ijRNa6gwrlbjA3NYarjTlyy2o13RS1O5Ccd9+rdDszPdwLv6bkqbhF2q+kWgwTYwHsLLmP4W1pZgJHKzPcLTe8rO3vRtZmhHvh12TD+yAurRbDyEgAh06G0euKpZkJ7C3NkFfBz+1gtdmBlDzMjOB+cAEAMyMMc79WVtMAI4FyWbMSmsDO0tQgs9a8X6OscVFW0wABBJ0OD8oXKpS7aXqEp8EFVtIkxZ3iavRys1Hq+T6OliiuEhtcn9tDl/MxpX/XQ5t1ZUa4F341sLMvjU1S3C6qRrC7ctdA+DpZoqiq3uCydvhqAaZy/Eq3tRkGuF9rbJLi5r0qhHgot1/zc7JCYaUBZk2J7gOtGeJZ5SYpo6wp4fBV7t2iVIEK5W4aEuBkcF+B/H27BCN6Kjb6QGfGhbrhz9QiFbVIN8TfLEZMsOIX8bU3tIcTzhpYl5Uzd0oxrEf3sjYmxA1/pRlW1pr78Sl/scuwHs5IvGNYWUvMKMXQHk7dupJ+bLArThhY1v5KK0JMNy6sGtbDCWfulKiwRdov8U4phgR2L2tjgl0Rn25YWTuRVqTWi/hacC6Ua2pq8NZbb2HYsGHo2bMnAgMD2/wYGiMjAXq4WON2UZWmm6I2cTfuYWIfbhfxtTexjzuO3TCciziKqurhYGnGuU93a8ZGAgQ4W+FOcbUKW6bd4m7c43zBaHuT+rgj7sY9FbVI+xVXiWFnYdqtgfiNjQTwd7JChqFlrbv7tb7uOGZAWSupFsO2m1kzMTaCn5MlMktqVNgy7RZ3g/uF8O1N6uOOY9cNK2s25iZqucFIeyZcn/DUU08hISEB8+fPh4eHh9rGsdNmE/q44ej1e+jpqtzXKLqEMYacslr4O1t1aznO1kJU1TdC3NjUreJRV/yVqpoj4Yl93HH0eiGeG83/bTs1jTGGrNIaBHQzay42QojqJAaTtRNpRRgT4tbt5TRn7R7+M9paBa3SbowxZJbUINCle/+rq405Kmob0NAo7fKum/riLxWd4WvZry2O7vw26/qCMYaMkhr06G7WbM1RTllTC86v7u+//45ffvkFH374IZYtW4YXX3yxzY8hGuTviPMG0v3ien4lQj1VM2b28J7OOHPbML7eTbhZjGgF7lh1P4MCHHEuwzCydqOgEqEeqsla89e7hpG1+JtFCt8soyuDAx1xzkBGDEktqEKIyrLmbDBdCeLTiziN092ZIYGG060staAKwe6qOalmSFlLSC9WSdaUwblQdnBwgKOjIx9t0VkmxkZwtRGiQKT/V+4eT72H8So4WwUAE0LdDKL7Rb2kCZImKWzNuY920Z6psRGcrYW4ZwC3tD5+owhjVZY1w+h+US9pQkOjFHYWqsmao5WZQdw+/XjqPYxV0dmqCX3cDCZrYolUqVF82jOkrP2Zeg/jVLVfM6Cs1UuaVJI1ZXAulN999128/fbbqK01vGGqujKqlwtO3dL/I7tLORWI8HVQybJ8HC2RV1EPxvR74PS/b5dgeDcvfmxtVC9nnLxZrLLlaauknHJE+tqrZFm+TpbILavV+6yduVOCod28+LG16F4uOGkA+7WL2eWI8lPNfs3PyQo5BpC1xDulGKbK/VqQYWTtAmWNs8Q7zRfaagrnQvmTTz7B0aNH4ebmhn79+iEyMrLNj6Ea0dMZf9/W7zd5gagOLtZCGKvwjjiBzla4U6zfF3EcV+EZBAAYGeSC03qetUJRPZytzWBirLq+d4HOVsjQ8wuG4m4UYVyI6r6eHNHTGadv6fdB2b3KejhbqT5r+n5xWlzqPdVmLYiypowAZytkler3icu41HsYH6q6z1CuOF/MN2PGDB6aofscrMwgqpOgScpUWkhqkz9TVfshDPxzxupmMXq66ucFQ1Ipw93yOvg4WqpsmY5WZqio1fOspan24AL451ufm8XdvohGWzVnrRZ+Tt27+LE1J2shymslkEqZWm8Zq05/pqqui0+LUf/s17p7caC2Yowht0y1WXM2gKz9lVaEMSr+DB0V1Jy17l70rK34yBpXnAvlVatW8dEOvdDPyw5X80QI97HXdFN4cepWMT55KFylyxwc6IifLuTgiREBKl2utriW33yrb1Xr52WHa3kihOlr1m6WYP3c/ipd5pBAJ/xy8S4WDtfPrF3Pr0QfT9Vnra+XLa7li9Df217ly9YGJ28W85K1ny/m6nXWVHVRd2t9PG1xPb8S/bxVn2NtcPJmMT6co9qsDe3hhJd/vowFw/xVulxtwVfWuFD6/H9SUhJ++OEH7Ny5E8nJyapsk85qOYugjyRNUkiaGKyFnI+tumRpZoImKYO4UT/vMPT37VKMDFJdP74W+p41cWMTbFRw8WNrVkITNEql+pu1OyUYxUfWgvQ3a418Zq1Jn/drJRgV1P2RVdob1csFJ/W0+0VjkxT1kiaVXNTdmpXQBJImKRoapSpdrrbgK2tccC6Ui4qKMGbMGAwcOBBLly7FkiVLEBUVhbFjx6K4WD8DrqhwH3uk5FZouhm8uHJXhP48HeUP8HfExaxyXpataUnZ5YhU0cWPrUX42uNSjn6+Zlfz+Dt7GeXniCR9zpqKLhJqLdLPAZdyKlS+XG1wNU+Efnxlzd9Bb7OmyosfW4v0dcClbP18zfjO2sVs/Rw2lK+sccG5UH7hhRdQWVmJ69evo6ysDOXl5bh27RoqKyuxdOlSPtqoM0yNjWBhaozKeommm6JyiXdKun0r4c7o6xmr5iN8xsudhEyNjWBhpq9ZK8Uwnq5wHtXLGQl6eMaqoVEKqZS/rAlNjFClh1k7w2fW9HQUBz6zZmZiBDPKGmfNn6GUNb5wLpT/+OMPbNmyBSEhIbJpoaGh+OKLL/D777+rtHHyfPnllwgICIC5uTmioqJw6tSpTueNj4+HQCDo8JOWlsZb+4b2cMIZPRyRIDmngre+1yEeNkgt1L9bgF++W4EwHvt1Du2hnzdsSc4pR7iKhoVrL8TdFmkF+pe1K3f5e38C+nvDluScckTwlLVQD1ukFlTysmxNunK3gtdrI4b1cEIiZY0Tyhq/OBfKUqkUpqYd+9iYmppCKuW3j8zu3buxbNkyvPnmm0hOTsbIkSPxwAMPICcnp8vnpaeno6CgQPYTFBTEWxtHBjnjbz0rXuolTRAIBLzdJlMgEMDJygwl1WJelq8pZ26XYlhP/sZ+HNlT/+7KVC9pAiDg7VbTRkYCOFqZoVTfsnaH36yNCHLRuxMALf2H+cyag6UpymoaeFm+pvB5ZhRozpq+DbVKWVMO31lTFOfKZ8yYMXjxxReRn58vm5aXl4eXXnoJY8eOVWnj2tuwYQOefPJJPPXUUwgJCcGmTZvg4+ODLVu2dPk8V1dXuLu7y36Mjfk7je/raImcMv0a0zA5p4L3PkKDAhxxMUu/+lhdvlvB60gBfk6WyNaz8TOTcyoQ6WfP6zoG+jvigp71Hb2cy2/W/J0s9W6s1mQV3jypMwMDHHE+U8/2a5Q1zlLUlLULevYZeoXnz1BFcR7C4PPPP8f06dPh7+8PHx8fCAQC5OTkoF+/fvjhhx/4aCMAoKGhAUlJSXj99dfbTJ8wYQLOnDnT5XMjIiJQX1+P0NBQ/Pe//0VMTEyn84rFYojF/55tqqxs/jpDIpFAIlGs35StuTGKRDVwsDRTaH5td/pWEcb0dlH4/1dGpLctdl3Ixdje/PSDVlTL/9jd/7WuoQnGAgDSJkik/F35bmtujGJRLew1dGtPVfv7VhFG8501H1v8dCEXY3s7qWx7a1K9pAlGasiajVD3s9Z6e5++WYToXs68bvsoHztZ1vRBvaQJAjAIWBMkEn6zVlJZ2+1bsWvL+/v0rSKMCuI3a5Hetth98S7G9NKnrIFT1vh6fTkXyj4+Prh06RLi4uKQlpYGxhhCQ0Mxbtw4PtonU1JSgqamJri5tR0Y3s3NDYWFhXKf4+Hhga+//hpRUVEQi8X4/vvvMXbsWMTHx2PUqFFyn7Nu3TqsWbOmw/QTJ07A0lKxm0aYVwnw9b489HPUj9tKnkg1Qo/6m7h7hb91MAacTzPCEWTwtxIO4uLiuvX89AoBLGuBI0fy7z9zN5hXCfA/PcraX6lGCKy/iTyes3auXda6u701KV2kpqxVN+/X+upB1uLi4mRZy7/K33rkZU2X3ZRl7Qiv6zGvFuB/e1WXNU2/v/9MNUJAHWWNi5siASxquO3Xamv5+SZC6UFxx48fj/Hjx6uyLQoRCNresYcx1mFai969e6N3796yv4cOHYrc3Fx8/PHHnRbKK1euxPLly2V/V1ZWwsfHBzExMXByUuxILaioGnuS8jD5gd73n1nL1YgbcUR0DVMfDOd9XXHVVzByTIjKxzTlQiKRIC4uDuPHj5fbF19RqXG3sKiPG/rwPFB60L1q7E3Ow+RJup+12oZGHFZz1syNoZLtrUlpcbewKJr/rPW8V4V9yfk6nbWW9/fw6DE4LEpTS9aOVV/GyDGhGt2vqUra8VtYNMoNfb10I2uq2p93hzr3a4aetdJSfq4PU6hQ3rx5M5555hmYm5tj8+bNXc7L1xBxzs7OMDY27nD2uKioqMNZ5q4MGTKkyy4iQqEQQqGww3RTU1OF32ghnvbIOHZLZz94W7uWJcIAfye1/C+DAp2QkleFMcGau6d7Cy7bW56bRTV4ZZIj77eYDva0x504PclatggD1ZS1gQGOuJxXjRE9mvsNdnd7a1J6UQ1WqCFrIZ4OuBN3W2dfp9auF9ZggL+jmrLmhMv51YjprdpbF2tC+r0arJioe1nT5Pv7WraIsqYEZbLG12usUKG8ceNGPProozA3N8fGjRs7nU8gEPBWKJuZmSEqKgpxcXGYOXOmbHpcXBymT5+u8HKSk5Ph4eHBRxNlBAIBLM2MUS1uVPmd7NTtQlYZRvdWz11xBgU44kBKnlYUyt1RL2mCsZGA9w8ToPlqZ33K2qhe6sqaEw5ezpcVyrpK3EhZU0ZSTgVGq2k/M/ifrOl68aKJrNWIG2Gl41m7mFWOETzcMVOeQQGOOHSlgLKmYgqNepGZmSnrdpCZmdnpT0YGv31jli9fjm+//Rbbtm1DamoqXnrpJeTk5GDx4sUAmrtNPP7447L5N23ahAMHDuDWrVu4fv06Vq5cib1792LJkiW8thP45w5genCHoev5lejjyc8d+drr7WaDdD0YT/langj9vdTzmgH6k7VreZXoq66sudsgvVD3xx29lidCPzVmTV/unHY9n7LGlSayphf7tXwR711VWgS72yJND8ZTvpZXqdas3Q/n4eHeeecduR2m6+rq8M4776ikUZ2ZN28eNm3ahHfeeQfh4eE4efIkjhw5Aj8/PwBAQUFBmzGVGxoasGLFCvTv3x8jR47E6dOncfjwYcyaNYvXdgLA4ABHnM/U7fGUG5ukkDLG2/jJ7RkZCWBuYozahka1rI8vF7PLEeWvvjOVlDXujI2ax2qua+Dvyn11uJhVjgFqzZqTzg931sSAJql6s2ZmYqQfWVPjrYT1ImtShiYp42385Pb0J2tlas3a/XDeU6xZswbV1dUdptfW1sodLULVnnvuOWRlZUEsFiMpKanNRXmxsbGIj4+X/f3qq6/i9u3bqKurQ1lZGU6dOoXJkyfz3kYACPGwRaqO3wEsrbAKIR42al1npJ89knMq1LpOVUvh8S6G8oR42OJGvm6fRUgrrEKwuwaylluh1nWqWkquurNmgxs6fsaqoLb52yt1ivR1QHKObp8dTcmt4O2OmfLoQ9bSCivRW937NcqaynEulDsbZeLy5ctwdHRUSaP0QUv/mpY78uii5qM69W7TAf66PWg6Ywz1jU2wNFNfvzpjIwFMjI10OmtJ2eo9Mwo0Zy0pu0Kt61QlxhjqJOrNmomxkc7v1zIqBYji+aY27Q3Q8ZvcaCprRgLdzpq6z8ID+pG12gb1Zu1+FC6UHRwc4OjoCIFAgF69esHR0VH2Y2dnh/Hjx+Ohhx7is606p6+nHa7r8Jm+pJwKRPJ8N6H2+nja6vRrdqe4BoHO1mpfbx9P3T6rnJRdjihf9R6U9fG01ekzVneKaxDgbKX29Ybq+DcYmVUCRKjxLDwA9PWyxbV8kVrXqUoZJZrJmq7v1y7llPN+V9v29CFrgS7qz1pXFC7ZN23aBMYYnnjiCaxZswZ2dv92tDYzM4O/vz+GDh3KSyN1VYSvPS5ll6u92FQFxhhEdRLYqfkuXEIT4+b+qlIGIy254pWLpOwytZ8ZBYAIXwdcUsNtUvmgyaxJpAxSHb1/RlJ2GQb6q/9bvEg/3c0aANQ1Qe13F9T1/Zomvl0EmrOmjluN86WiVgJ7Nd+hV9ezlpRVrpGsdUXhQnnBggUAgICAAAwbNkwvxtLkW7ivPX5JuqvpZiglr6IO3g4WGll3oIs1Mkqq0dNVvX27VOFCVjlenaj+GzKE+9hjjw5nzdNeQ1lztkIxPzdz4t3FrHK8QlnjJL+iDg7qrVtkApytkVFSg56u6v/GqbsuZpVjhSay5m2PvTqateb9mrlG1q3LWbuQVaaRrHWFcx/l6OhoWZFcV1eHysrKNj/kX7bmpqiq1+w95pWVlK3+vlUtIv85O6qLiqvEcLVV/87RzoKypoxwbztkVuneWRcAKKKscZaUU4EAW818hRDpZ49LOnqRVVGVGG6ayJqlKSp1NGuaOgsPUNZUjXOhXFtbiyVLlsDV1RXW1tZwcHBo80PacrMxR6GoXtPN4Oxilvr7VrWI8LXXyat2S6vFcLLS0OkqAK42Qtyr1L2saeJCvhYRvvbI0sFCubRaDEfKGmeXcioQYK2hQtnXQSdH9KGsKScpW3OfoZQ11eJcKL/yyiv466+/8OWXX0IoFOLbb7/FmjVr4Onpie+++46PNuo0XS36cspq4etoqZF1e9pboEAHDy40PaSNrg4LlF2quay52wpR0aCRVXdLSm4FIjSYtQgdzVpOWS2cNXSyysPOHAWiOs2svBsoa8rJLq2Fn5Nm9muUNdXiXCj/9ttv+PLLLzFnzhyYmJhg5MiR+O9//4v3338fO3fu5KONOi3Sz0HnxmqtlzTB3NRI7jCA6mIlNNG5r3eTcyoQ4aO5b1UidLDLSr2kCUITzWVNIBDA3Bioqtetm9yoe/zk9nSxe1Rz1oyhqd2aQCCAlZkJqsWUNS508eyopj9DKWuqxblQLisrQ0BAAADA1tYWZWXNY96OGDECJ0+eVG3r9EBPF2vcLup4gxZtdi1PpLbbu3Ym3Nsel3N1a4ibtMJKBKv5Bi2tBbla49Y93brJjbpviyuPrzXD1TzdylpqQSWC3dVzW1x5eupg1q7nixCqwfcnAIT52OGyjp040Yqs6dhn6PV8Efpo+DOUsqY6nAvlwMBAZGVlAQBCQ0Px888/A2g+02xvb6/KtukFIyMBjAQCNDRKNd0UhSXnaP6uOLrWZUX6z61KTY3Vc1tceYz+ucmNLmVN091VAMDfmiFZhw7KWrKmrlswy9N8QyUjncpasprvmClPpK8DLmXr1n6tUQuypoufoZruQkBZUx3OLVq0aBEuX74MAFi5cqWsr/JLL72EV155ReUN1AehHjZI1aEbG1y+W4EwDX+g9PWy06mzfHeKq9HDRfND8YR62OpU1lJyNZ81byvo1E1uMkqqEagVWbNBWqHuvG4puRXo76XZs1V9vex06mYQGSXasl/TraxdvitCf297jbaBsqY6nO8R+NJLL8l+j4mJQVpaGi5evIgePXogLCxMpY3TFxF+zRcjaLogUFS1uBG25podJ9vc1BgNTdJOb5mubZK14Mwo8O+FL5Q1xZkZAw2NupO1S1pwtgr4p098drnGCwJFVdU3wtZC8/s1MWWNM13LWmWdBHaUNU604RufznT7HLevry9mzZpFRXIXInzsdeaCvqLKejhbCzXdDACAv5MVMktqNN0MhWjLRQgRvpQ1Zfg5WVLWOArXpf1aVT1cbLQja7Rf446yphxdylqylo54ASh4Rnnz5s0KL3Dp0qVKN0Zf2VuaoaJWN0Zw0Kawtty+VBu+Zr6fvPI6eGno7nKt2VuaQVRHWeMq3MeOssaRg5Xu7NdStOhsVfP1F5Q1LihrytGlrOVXaEfW5FGoUN64caNCCxMIBFQod8LZWoiiqnq42mjXHWfaS8mtwJT+HppuBoDmM/FfJdzB7ChvTTelS7UNjbA0M9aar7ecrIQorhJrzVmNzmhb1r79O1snsmZhqj1Zc7bWjawla1HWIn0ddGa/RlnjLiW3ApP7Uda4qG1ohLmJ9mStPYUK5czMTL7bofci/ZqP7Cb2cdd0U7p0s7AKvcf30nQzAADeDha4W679g6ZfvStCXw0PcdZay+1LKWuK87I315ms9fPWnqy1jE4zQUeyxqRNmm6KTu3XKGvcpRdWYbmW7Ncoa6qhdB/lhoYGpKeno7FRtwa01pQIHwetv/d6k5SBATDR4BBnrQkEAlgJjVGj5YOma1MXAoCypgxdyVpKbgUitORrXUA3bjxCWVMOZY07yppytC1r7XHemrW1tXjyySdhaWmJPn36ICcnB0Bz3+QPPvhA5Q3UF73crHHrnnYPmn6rqApBrtrVl6mflz2u3NXuIW6uasFQQK1R1pTTz8te64ckvHJXhP5a9IHSnDXtvvEIZU05lDXuKGvK0bastce5UF65ciUuX76M+Ph4mJv/29923Lhx2L17t0obJ8+XX36JgIAAmJubIyoqCqdOnepy/oSEBERFRcHc3ByBgYH46quveG+jPC1HmE1SppH1K0KbLkJoEe5jjxQtv9q5pqER1kLOIy3yhrKmnHAfe62/Va42Zo2BssYVZY07yppyKGvdx7lQPnDgAD7//HOMGDGiTcfr0NBQ3LlzR6WNa2/37t1YtmwZ3nzzTSQnJ2PkyJF44IEHZGe128vMzMTkyZMxcuRIJCcn44033sDSpUuxd+9eXtvZmSA3a9zU4iPi5rsJOWi6GW3097bD1bwKTTejUwWiOrjbat8FmpQ17nQha25aeDGwtmdNG+7+2B5lTTmUNe4oa93HuVAuLi6Gq6trh+k1NTW8X7G4YcMGPPnkk3jqqacQEhKCTZs2wcfHB1u2bJE7/1dffQVfX19s2rQJISEheOqpp/DEE0/g448/5rWdnYnwcdDqI7t7VfVwt9OuwFoJTVAjbgJj2nkWQRvPIACUNWXoQta0qS98iwgfB63+1qdAVA8PO+0adoqyphxt369R1rjT1qy1xvlc98CBA3H48GG88MILACArjr/55hsMHTpUta1rpaGhAUlJSXj99dfbTJ8wYQLOnDkj9zmJiYmYMGFCm2kTJ07E1q1bIZFIYGra8c45YrEYYrFY9ndlZfNtMyUSCSSS7o3j2NfDCpv+LMTcSO0YOqa1anEjLEyMuv0/8sHd1gy5pdXwUENh1fL/K/o6JGWXYUaYh9a9bpQ1xbTf3urMGlfanrU5EdqZNUtTow7bWRteQ8oad1z3a+rc3u2zpk0MJWt8vfacC+V169Zh0qRJuHHjBhobG/Hpp5/i+vXrSExMREJCAh9tBACUlJSgqakJbm5ubaa7ubmhsLBQ7nMKCwvlzt/Y2IiSkhJ4eHR8s61btw5r1qzpMP3EiROwtLTsxn/Q7HqGEY4cye72clTtlkgA02rgyJE8TTelA0GZANsP5iDcSX1HxHFxcQrNdybVCH0ab+OOFg7/qK1Zu6mFWWvZ3prImqIoa9x1tl9T9P3NJ8qacpTJmjq2N32GKkeVWautre3+QuTgXCgPGzYMZ86cwfr169GjRw8cO3YMkZGRSExMRL9+/fhoYxvtu3fc7z7m8uaXN73FypUrsXz5ctnflZWV8PHxQUxMDJycnJRttszRqssYOaYPbMy1q+P6VwkZmOdnj0H+jppuSgdB96qxNzkPkyf15n1dEokEcXFxGD9+vNxvHFprbJLiQFkKpjwYyXu7lKGtWcvRoqy1397qzBoXlDXltN+vcXl/842yphwuWVPn9qbPUO5UnbXS0lKVLKc9Tns1iUSCZ555Bm+99RZ27NjBS4M64+zsDGNj4w5nj4uKijqcNW7h7u4ud34TE5NOi16hUAihsOOdf0xNTVXyRgv3dUDqvRoM7+nc7WWp0o3Cajw5qgdMTbXrgw4AenvaI/P4bbV+sCmyvW8WixDsYafxD9zOUNYU17K9NZE1RVDWlNNZ1lS1P+8OyppylMmaOra3Nu7XWhhK1vj6/zhdzGdqaor9+/fz0pD7MTMzQ1RUVIevUOLi4jBs2DC5zxk6dGiH+Y8dO4YBAwZoLDDhWnjhC2MMtQ1NsDTTvjc4ABgbCSAAIGmSaropbaTkaueFfC0oa9xpc9a0eUB+bc1anYSyxhVljTvKmnK0PWstOI96MXPmTBw4cICHptzf8uXL8e2332Lbtm1ITU3FSy+9hJycHCxevBhAc7eJxx9/XDb/4sWLkZ2djeXLlyM1NRXbtm3D1q1bsWLFCo20HwD6ednhqpbdQCOvog5eDtp1pW57wR42SC/UrmGBknO0+01OWVOOtmZN24adak1bs+ZpT1njirLGHWVNOdqetRacD3969uyJd999F2fOnEFUVBSsrKzaPL506VKVNa69efPmobS0FO+88w4KCgrQt29fHDlyBH5+fgCAgoKCNmMqBwQE4MiRI3jppZfwxRdfwNPTE5s3b8bs2bN5a+P9WJgZo07SdN++1eqk7WdGgeazCMm5FejrpT33gy+uEsNVC8dQbmFhZoz6RsoaV1qbNS0ea5SyphzKGneUNeVQ1pTHuVD+9ttvYW9vj6SkJCQlJbV5TCAQ8FooA8Bzzz2H5557Tu5jsbGxHaZFR0fj0qVLvLaJK28HC9wtr4OPY/dH0VCF5JwK/N8gH003o0vhPvb44Pc0zB/ip+mmAABEdRLYWmhXfy95vOwpa1xR1pRDWeOOsqYc+gzljrKmPE6FMmMMJ06cgKurq0qGSjNULbdl1pY3+Z3iagQ6a9f96dtzsRGipFp8/xnVRBfOIABAhG/zWQRtyVoGZY0zyppyKGvc6UrWWs6OUtYU52IjRGkNZU0ZnPooM8bQq1cv5OVp3ziBuiTCV3vuLiRubIKJkRGMjLTjK6yu2FqYQlSrHYO5J+eUa/3dhIB/Dsq0KWvGupE1Oy3LWiRljRPKmnIuZVPWuNKlrNmYU9aUwalQNjIyQlBQEG9j1RmKQGcrZJZUa7oZAIDr+ZXo62Wr6WYoJMzbDpfvVmi6GQCaX7c+ntr/ugU6WyFDi7KmC68ZAPTXsqyF6sDrRllTDmWNO8qacsJ97JFCWeOM86gXH330EV555RVcu3aNj/YYBCMjAYyNjNDQqPmhWpJzKhDh66DpZigkwtdeK4YFkkoZGpukEJoYa7op92VkJICJlmSt+QyCrmRNO771kUoZJJQ1zihr3EmlDI1SyhpXupQ1bTkTr0tZA5QolB977DGcP38eYWFhsLCwgKOjY5sfophQDxukFlRquhk61U+oj6cdruVpfligjJJqBLpod3+01rQpa2E6kzVbXM/Xjqz1oKxxRlnjjrKmHMoad7qWNc6jXmzatImHZhie8H/Ojmr6DVZVL4Gdjlx5am5qjIYmqcaHBbqUU6EzZxAA7clatbiRssbRpWzdylrz2dFyyhoHlDXlUNa4o6wph3OhvGDBAj7aYXDCvO3x2+UCaPLVvFdZD1ebjrfr1ma+jpbIKauFn5PV/WfmSXJOOV4YE6Sx9XMV7uOg8awViurhpgPjZbbm52iJ7NJa+DtrMGu55Vg6VneyFuZjj4OX8zXaBsqacihr3FHWlKNrWVPqfotNTU04cOAAUlNTIRAIEBoaimnTpsHYWDf6m2gDJ2shymoaNNqG5qvpdeeoDmjup5ycU6HRQjm/ol7r78LUmqOVGcprNZ81XRglpLWWM/Ga/EApENXDw063sqYN+zXKGneUNe4oa8rRtaxx7qN8+/ZthISE4PHHH8e+ffuwZ88ePPbYY+jTpw/u3LnDRxv1lr2lKco1+Ea/pEMX8rUI93HQ6AV9VfUSWJsrdXypUfYWms1acm4FIv0oa1xU1UtgJdS9rDlYmmq0gLmUU65zWYvwae5GoCmV9RJYU9Y4o6xxp4tZ41woL126FD169EBubi4uXbqE5ORk5OTkICAggPe78umblhuPaMrtomoEuepOh3oA8HeyRFZpjcbWfzlXhHBve42tX1lhWpC1njp08QbQnLXMEsoaV+E+9rhMWePEz8kS2WW1Glv/lVyRzlzU3VrzZ6jmij7KGne6mDXOhXJCQgI++uijNiNcODk54YMPPkBCQoJKG6fvIn0dcElDR3YNjVIYCQQ6MUh6awKBAGbGRqiXNGlk/ck55Yj0s9fIursjyo+yxpVAIIC5qRHqGjSTtUs6mrVIPwckZWsua8Y6cgOl1gQCAYQmms2arnUhAJqzdim7QiPrpqwpRxezxrlQFgqFqKqq6jC9uroaZmZmKmmUoQj1tMWNfM0Mb5NWWIlQDxuNrLu7wjR4xupqngh9PO00su7uCPHQXNZSC3Q3a/297TV2M4hrOpw1TQ3blVqgOzcxaC/Mh7LGVShlTSmUNW44F8pTpkzBM888g3PnzoExBsYYzp49i8WLF2PatGl8tFFvmRo3v/ySJvUPmn4pu1zn+ie3GODngIsaOGPFGENDkxTmprp30apGs5ZTjggd68fXYqC/o0bOjlLWlKOLZ6taDPCjrHFlQllTygA/R1zMKlP7enU1a5wL5c2bN6NHjx4YOnQozM3NYW5ujuHDh6Nnz5749NNP+WijXgv11MwRcUpuhc6+yTV1RjmzpAb+Ghxto7v6aOgbjJTcCkToWJ+0Fv297TSWtQANXpXeXc03NlB/1pJzKhDpo5sHZZrKWoauZ83LjrLGUX9vO1y5q/4bj+hq1jhfemhvb49ff/0Vt2/fRmpqKhhjCA0NRc+ePflon96L8nPAhaxy9FfzRTsVdRLYW+pmV5mWQdOlUqbW/mHJObo3ckNrUf6OuJit/gH6RZQ1znRxRJrWBvg3n7FS90U7lfUS2Fnqxs0f2jM3NYZEU/s1Xc6anwNljSPKGjeczyi36NmzJ6ZOnYpp06ZRkdwNkX7qH6qlqLIezta6daOR9oJcrXG7uFqt60zKKUekjp6FB5rHoFb3BX1FlfVw0fGs9XKzwa0iNWctuxxROnxQFuFrj2Q1nx29pwdZC9JQ1nT5BABlTTmUNcVxLpTnzJmDDz74oMP09evXY+7cuSpplCGxNTdFVX0jGGNqW+f5rDIMCnC8/4xarPmMlXqLvrzyOng7WKp1napka26KajVn7Vym7mctys8BF7PV258vv6IOXjp0U5v2bDSQtfN6kLUBlDXOKGvKGeDngAtq7qesq1lTani4Bx98sMP0SZMm4eTJkypplKHxdbTE3fI6ta3vfGYZBuv4m1zdxUtJtRhOVrrZfaA1X0dL5JapO2tOalsfHwb4OSBJjQdlJdViOFnrftb8nJpvN68u5zJLMSRQt7MWpeasFVdR1pShL1m7pMaLR3U5a5wL5c6GgTM1NUVlJX8d6svLyzF//nzY2dnBzs4O8+fPR0VFRZfPWbhwIQQCQZufIUOG8NZGZQ3wV++RXXZpLXwddffMKAA4q/kW4Bf04AwC0Jw1dR5g5JTVwsdR984gtOZkLUSZGm8BfkEPDmSBfw5m1Vj05ZbVwduBssbFhSz9yJq6v2GkrHGny1njXCj37dsXu3fv7jD9p59+QmhoqEoaJc8jjzyClJQU/PHHH/jjjz+QkpKC+fPn3/d5kyZNQkFBgeznyJEjvLVRWVFqHO6svKYB9pamEAh0a5B0eVyshSiqqlfLuvShCwHQ/IFyQU0fKOU1DXDQp6xVqjNrun22CmgeWk9d+7UyPcqaq40Q99SUtfN6kjV1dlmhrClHl7PGedSLt956C7Nnz8adO3cwZswYAMCff/6JH3/8Eb/88ovKGwgAqamp+OOPP3D27FkMHjwYAPDNN99g6NChSE9PR+/evTt9rlAohLu7Oy/tUhUvewvkqanrxYWsMgz01/2CD2j+IL6QWY4H+3vwvi5dH66rhZe9BfIr1JO181llGKgHBxcAMDDAEeezyjClvyfv62oehlC3v/EBAE81Zu2CHmWt+WCWssZFc9bUU/DpW9bOZ5ZhahhlrSucC+Vp06bhwIEDeP/997Fnzx5YWFigf//+OH78OKKjo/loIxITE2FnZycrkgFgyJAhsLOzw5kzZ7oslOPj4+Hq6gp7e3tER0dj7dq1cHV17XR+sVgMsVgs+7ulO4lEIoFEIlHBfyOfo6UJCsqreR+N4uydEsyJ8uL1f1GXAX62+PZ0FiaEOKtsmS2vS+vXp7JOAmuhMRobG1W2Hk1ytDRBflk1XGz4z9pDWp41edtbnoG+dvj6VCYmhrjw2h6RvmXNylSrsqbo9tYkyppynKxMkVdWDddWWeNjeyfeLsa8Ad5anSFFDfKzw1cnMzEpVD+yxtc2ETB1XiqqpPfffx+xsbG4efNmm+m9evXCokWLsHLlSrnP2717N6ytreHn54fMzEy89dZbaGxsRFJSEoRC+Tvu1atXY82aNR2m79q1C5aW/B0NnSsSwNQIiHTmd3N8lWqEZ4Ol0INvjQA0/z+LQ/i9K9O1cgHKxcBId61/qyjkfJEAxkZAFGWNE8oad+eLBTAWUNa4UkvWygQob9CvrBkBGOBCWeNiyw0j/CdUP7JWW1uLRx55BCKRCLa2qru9OOczyi2SkpKQmpoKgUCA0NBQREREcF5GZ0VpaxcuXAAAuf2BGGNd9hOaN2+e7Pe+fftiwIAB8PPzw+HDhzFr1iy5z1m5ciWWL18u+7uyshI+Pj6IiYmBkxN//WvCKuqwJSETkyfz18+7WtyI3yuv48EHw3hbh7qdEl9H5IgecLc1V8nyJBIJ4uLiMH78eJiaNg8mf/XoTSwM80BvdxuVrEPTwivq8GVCBiZP7sPbOqrqG/GHDmRN3vbuzCnxdUQM7wEPO9VkTZ6rR29iUbgHernpR9YiRPX4/MQdnrMmwdGqGwpljcv21qTTDfxn7cof6VgU4alXWfusXdZUvb25ZE1X6FPWSktLeVku50K5qKgIDz/8MOLj42Fvbw/GGEQiEWJiYvDTTz/BxUXxU/hLlizBww8/3OU8/v7+uHLlCu7du9fhseLiYri5uSm8Pg8PD/j5+eHWrVudziMUCuWebTY1NeV1x+rvYorCSjGv67iSWYGBAU5a/QHB1fAgZ1zMEWFmhGrfgK239+3iGoR6Oaj1DkZ88nMxRWFlA79ZyyjXqawp8v4eEeSCizkizIrkb2d/u7gGIZ76kzVfZ1Pcq+I3a5eVyBrf+/PuUkfW7pTUGkzWVLW9lcmathsR5IIL2SLMjtL9rPG1XTiPevHCCy+gsrIS169fR1lZGcrLy3Ht2jVUVlZi6dKlnJbl7OyM4ODgLn/Mzc0xdOhQiEQinD9/Xvbcc+fOQSQSYdiwYQqvr7S0FLm5ufDw4P/iL2V42psjj8eLXxLvlOrs8CydGRrojDO3+TmKBJrPIFiaGevNh0kLT3sL3C3nb9zRxDulGByoZ1nr4YQzd/jLWmW9BFZmJnqZtVwex7g9e6dU58fqbm9oIGVNGd4O/GYtkbLGmT5kjXOh/Mcff2DLli0ICQmRTQsNDcUXX3yB33//XaWNaxESEoJJkybh6aefxtmzZ3H27Fk8/fTTmDJlSpsL+YKDg7F//34AzeM9r1ixAomJicjKykJ8fDymTp0KZ2dnzJw5k5d2dteQQCck8hjY1IJKhHqort+ONnC3M0dhZT1vd2U6c6cUQ3uo7mJBbTG0B89ZK6xCiLt+Zc3N1hxFVWL+sna7FEN76NeHMAAM6+GExAyes+ahH90HWrjamqOYssbZML73awWV+pm1aj6zVqLzWeNcKEul0k6/2pBK+esQvnPnTvTr1w8TJkzAhAkT0L9/f3z//fdt5klPT4dIJAIAGBsb4+rVq5g+fTp69eqFBQsWoFevXkhMTISNjXYGvfmMVQkvyy6uar6znC4f1XXGz4m/u82dvFmM6CB+rwjWhKE8HpQVVdXD2VpPs+bI3x3ATt4qRnQv/cvakEAnnOUra5X1cLEW6sWYtu35Oloiu5SyxsWQQP4Oyooq6+FqY66XWfN34jNrJTqfNc59lMeMGYMXX3wRP/74Izw9m8fey8vLw0svvYSxY8eqvIEtHB0d8cMPP3Q5T+sjIgsLCxw9epS39vDB1cYcJdUN971IURmnbhVjZC/9OzMKAMN6OOPMnRL4OvmqdLmMMeSU1cJXR8d+7IqLjRAlNTxl7WYJRunhwQXQfMbqzJ1S+Dmpdkxtxhhyy2rho+N3zJSHz6ydvFWCUXq7X2vOmr+Kx2/X56w5WwtRSlnjjLLWNc5nlD///HNUVVXB398fPXr0QM+ePREQEICqqip89tlnfLTRoAQ4WSKzpEblyz11qwQjeupn8cLXWYTs0lr4q7gg0iaBzlbI4CFrp2+XYESQfn6g8NU9Kqu0Vi9uaNOZQGcr3CnmIWu3ijGipx5njYf9WmZJDQL1PmvVKl+uPmdtcABlrSuczyj7+Pjg0qVLiIuLQ1paGhhjCA0Nxbhx4/hon8GJ7u2CE+nFCHSxVtkypVKG0poG3gf91xRHKzOU10rQ2CSFiTHnY79OnbxVjFE6/pVRV6J7ueBEWhF6qDhrZTUNvN84R1McrMwgquMhazeL9fYsPACM7u2C+PQi9HRVbdbKayVw0uOsVdZJIGmSwlTVWdPj/dro3i44kVaMnq6q62JJWVOOvmSN8yvy3XffQSwWY/z48XjhhRewdOlSjBs3Dg0NDfjuu+/4aKNBGdbDGYkq7qd8Qw8v4mtvgJ8DkrLLVbrMxDv6ecFLCz4u6LueX4k+nvqdtYH+DrhIWeNkCA9X1l/LF6GvlwFkLUu1WTubUYYhgfqbtaE8XDxqCFkbFNB863RV0pescS6UFy1aJLtgrrWqqiosWrRIJY0yZOamxjAzMYKoTnW3Ymw+M6qfXxm1GBfihuOpHcfaVlZDoxQNjVJYC5W+J4/WMzc1hrmpMUS1qs6a7p9B6MrYEDccv6HarEmapLDS86xZmBmjorZBZcs8dUt/+8K3GBeq2v2auLEJjVL9zprQpDlr5TWqy5q+f+MDNH+G/plapLLl6VPWOBfKnXWSv3v3Luzs7FTSKEM3upcrEm4Wq2x5l7LLMcBPv8a0bS/EwwapBVUqW15ybgUi/RxUtjxtFd3bBfE3VbdzvJRdjkhf/X7dgt1tkH6vSmXDKV3MLkOUv36/ZgAwupcL4tNVu1/T9/dobzcb3FRh1pKyyhGl558FABDT21Wl+7XkHP3/POjlZk1Z64TChXJERAQiIyMhEAgwduxYREZGyn7CwsIwcuRI6qesIjHBrvhLRWcRRLUSCE2az1LrM4FAgEAX1V3E8VdaMcYEu6pkWdpsTLAr/kpTzQdKRW0DzM0MJGsqvDjtz9QiyhpH5TUNsDAzVml/Sm0kEAjQw8VaZfu14waStZh/+imrAmVNOfqUNYXPic+YMQMAkJKSgokTJ8La+t+LMszMzODv74/Zs2ervIGGyMVGiAoVdaz/M+2e3oT1fpq/OrrX7YvTGAPSi6oR7K6d422rkrO1ECIVZe14ahHGhRhI1v75Sry7F6cxxnDzXhV6u+l/1pyshaiql6ChUdrtg6njqfcwLsRNRS3TbuNC3BB3o6jbF6cxxnCrqAq93FR3QaW2ap217jqeeg/jQw0ja+NDKWvyKFwor1q1CgDg7++PefPmwdzcnLdGEWCgf3PH+mHdvCvcn6lFWDuzr4papd0GBzoi9kwWnhnVo1vLyasFgt2t9XJgeXkGBTjiQmYZhnVz6KO/0u5h3cz+KmqVdhsc4IRtpzOxOLp7Wbue33yhreFkzQnnM8u6PXzgifQirJtlGFkbFOCIracz8J/RKsiap+FkbXCgEy6o4KLbv9KK8OEcw8jaQH9HfHuKstYe58P6BQsWUJGsBuNC3HD8Rve+pqxtaIS4UQp7SzMVtUq7CU2MYWlmjLJuXsRxpcwIEwzkDAIAjA9xw7FuXpxWI26EpInBzrLjXTv1kZmJEWzMTVFaLe7Wco5eL8SEPu4qapX2Gx/q2u2L02rEjWhsYrCzMKyslXQza39cK8REA8qaKi5OqxY3oknKYGtuOFmztaCstce5UDYyMoKxsXGnP0Q1WjrWN0mV71gfd+OewXwV3mJSX3f8fq1A6eczxpBZBYR7G86FqT1dm/uldTdr4w3kq/AWk/q648i1QqWfzxjDpZxyRPjYq65RWq6lD2Rjk/JfiR+7UWgwX4W3eKCvO36/2r39WnJuOcK97VXXKC3X09UaGSW1aOrGtWnHDOxAFmjO2pFuZi0lt0Kv9mucC+V9+/a1+dm9ezdef/11eHh44Ouvv+ajjQZJIBBgSKAjznVjPMgjVwvwQD8PFbZK+43r5tBdV/Iq4WsFGBnpx1dGimjOWvfGVD5ytQCT+hnWB8qYYFf82Y2zo8m5FQj3sTe4rA3t0b0xlX+/WohJfQ0razHBrvizGxdCXsqpQISPg0FlDQCGBjripkj5//n3a4WY2MewDspG93bt1pn4SznN+zV96XYBKFEoz5gxA9OnT5f9zJkzB2vXrsVHH32EgwcP8tFGgzU93AsHUvKUem5JtRimxkYG8/VkC3NTY7jYCJFbVqvU83+9XIABLt2/AETXTA/3VDprxVViCE2NDebryRbmpsZwszFHTqlyWTuQnIcZ4V4qbpX2mx7uhV9T8pV6blFVPSzMjGFjgFlztzVHdqlyI60cSM7DjAhPFbdK+00L80BSiXIFW1FlPSwNNGsedubIKqGstVDZeCeDBw/G8ePHVbU4AsDH0RKl1Q2oFjdyfu7+S3mYboAfwgAwM8IbvyTd5fy8ekkTMktq4GHJQ6O0nLeDJSpqG1BZz/3mI/su3cVMPdsxKmpWpBd+Scrl/Lx6SROySmsRZACjXbTnZW8BUZ1EqZsq7U0yzIMLAJgd5Y2fL3LPWl1DE3LKalV6S2dd4WFnjrpGoFKJrO25dBczIihrXOhr1lRSKNfV1eGzzz6Dt7e3KhZHWpkR4YX9l7gVfVIpw4l0/RnDkKshgY5Iyi6DhGM/yENXCjC5r2F9zdbazAhv7L/E7axyk5Qh4WYxonsZZtYGBTgiOaeC8zBUBy/nY0p/w+oW1drsSC/s47hfa5IynDKAOz92ZoCfAy7niiBubOL0vN8u52NqmGEeyALAIBeGfRy/wWiSMpy+VYJoPb8bX2cG+Dngyl3uWTt4OU8vs8a5UHZwcICjo6Psx8HBATY2Nti2bRvWr1/PRxsN2sQ+7vjjeiGnu+Wcul2C4T2dYWxg/dFaCAQCTAh1x9Hr3C60Ong5H1MMrE93axP6uOHYDW5ZO3mzGCODXAw6axP7Nr9HFcUYw2+X8zFNDz9QFNUyDjWXrMWnFyG6l2FnbVJfd/zB4QJSxhh+u2LYB2V9HRlOpBVDyuFi5RNpRRjd28Xg+nS3EAgEeKAf96wdulKgl1njXChv2rQJGzdulP1s3rwZhw4dQnZ2NqZNm8ZHGw2amYkRBgc4cbr16/eJWXh4oA+PrdJ+syK9sPtCrsIfxGczShHiYQMLM8MducXU2AjDejhzupDj+7PZmGfgWZsZ4YVfLiqetcSMUvTzsoO5qWFnbXhPZ8QpeOEtYww/nM3GQwMoa79cvKt41u6Uor+3YWfNWAAM6+GEOAUvvGWMYec5ytqMcG5ZO3OnFGHe9nqZNaXGUW79M3/+fEyaNAkODg5ISUnhoYlkwTB/bD+TpVBgz2eWIdDFGk7WQjW0THvZmJtikL8jTqQrVvR9czIDz4wM5LlV2u/xoX7YkahY1hLvlKK3uw0crQxjnO7OWAtNMCTQCccVOMBgjOHbU5l4irKGx4f64/uz2QpnLdTTFg4GnjUroQmG93RWaNxzxhi+OZWBp0ZQ1h4b7IPvExXL2pk7pejjaWcw9x/oTEvWjl5XLGvfnsrAkyMC1NAy9et2H2WRSIQvv/wSkZGRiIqKUkWbSDt2FqYY4Odw350jYwxfxt/GM6NoxwgAC4f7Y9vprPuO2XrqVjGC3GwM/uACaD7AGBLohN/v85WbVMrwVcIdPE0FH4Dmg9nYM5n37RefcLMYIR50cAE0H2AM7+mMQ1e6HrNVKmX46iQVfC0eH+qHHWey7pu1+PRi9PG0M/iDC6C56BsZ5IyDl7vuq9yyX9PXgo+rx4f64bvE+2ftRHoR+nrpb9aULpT/+usvPPbYY/Dw8MBnn32GyZMn4+LFi6psWxtr167FsGHDYGlpCXt7e4WewxjD6tWr4enpCQsLC4wePRrXr1/nrY18emZUIGL/zupyBIxfLt7FyCAXOFPBB6C56JsW5onYM1mdzlMvacKXJ+5gyZie6muYlntyRAB+OJvd5QgYP17IwZhgVyr4/mEtNMGsCG9sO53Z6Ty1DY34X0IGno+hrLVYNNwfP57P6XIEjJ3nczA+1E1vP4S5shKaYO4Ab3x7qvOs1Ygb8fXJDDwX071bEeuTRcMDsPtCLkS1nWfth3PZmNjHnbL2DyuhCR4a4INvTmV0Ok+NuBHfnMzEc6P1d7/GqVC+e/cu3nvvPQQGBuL//u//4ODgAIlEgr179+K9995DREQEX+1EQ0MD5s6di//85z8KP+ejjz7Chg0b8Pnnn+PChQtwd3fH+PHjUVVVxVs7+WJuaowXxvbE6oPX5X59dKe4GoevFmDhMH/1N06LzR3gjXOZZbiWJ+rwGGMM7x2+gadHBcBaaKKB1mknc1NjLBvXC28fuCb3Apib96pw/MY9PDbETwOt016zIr1wKaccl3MrOjzGGMM7v93A4tE9YGlGWWshNDHG8vG98FYnWUsrrER8WhEeHeSrgdZprxnhXriaV4HknPIOjzHGsOa363guhrLWmpmJEV6e0BtvHrgq9y6kN/IrcfJmMR6hrLUxPdwT1/JEuNRJ1lYfvI7nY3rq9fU9ChfKkydPRmhoKG7cuIHPPvsM+fn5+Oyzz/hsWxtr1qzBSy+9hH79+ik0P2MMmzZtwptvvolZs2ahb9++2LFjB2pra7Fr1y6eW8uPYT2c0dfTFut+T2vzRs8urcF/91/D+jn9DfaK8M4IBAKsn9Mfaw+nIr3w3wMkqZRhY9xN+DhYYkyw4Q4J15lBAY4YFOCEdw7daPO12+2iaqz69TrWzw2jrLUjEAjw0ZwwfPhHWpsDs8YmKT74Iw1BbjaINtChzboywN8RI3o64+2D19oMs3fzXhXWHLyB9XPDDHb0gc4IBAJ8MLs/Pj6Wjit3K2TTG5ukeP9IKkI9bDHSQIc260qUnwOie7ngvweutRn6LK2wEu8euoH1cyhr7QkEAnw4uz8+OZbe5iSApEmK9w6noq+XHUYEOWuugWqg8OHmsWPHsHTpUvznP/9BUFAQn21SiczMTBQWFmLChAmyaUKhENHR0Thz5gyeffZZuc8Ti8UQi8WyvysrKwEAEokEEgn3QctV7dFB3tiXnIf5W89iWKATiqrEyCmrxbqZoXCwMNaKNmobK1MBPpnTF+8cToOdhSm87M1xNrMMk/u646EorzavWcvv9DoCcyM9cOgKMP/bsxjo74CiqgaU1TTgo9l9YCc00ovXSNXb29IE2DC3H949nAahiRE87cyRlFOBGeEemBXhpRevGR9mhrvD3ASYv/UsIn3sUVQtRnV9Iz6e0xc2ZgKVvW769P62MAY2zu2H9w6nQyAAPO3NkZxTgTmRXpge7qkX/2N3ydveM8LcYWkqwONbzyHM2w7F1Q2ob2jChrl9Ya3CrOkT83+ytvZIOhj7J2u5FXgoyhvTwjy05jXjqx0CpuDYH4mJidi2bRt+/vlnBAcHY/78+Zg3bx48PT1x+fJlhIaG8tLA9mJjY7Fs2TJUVFR0Od+ZM2cwfPhw5OXlwdPz3/FKn3nmGWRnZ+Po0aNyn7d69WqsWbOmw/Rdu3bB0lJ7btkmbgJyqwEbM8DVHNCj26rzhjGgTAxUNADeVoBQf78pUimJFMirAWxMAUchZU1RogagQgx4WgGmKrsHqn5rkgL5tc1Zs6dLLRRW2dCcNw9LwISyppAmBhT8kzU76pKssCrJP1mzAIy1LGu1tbV45JFHIBKJYGtrq7LlKnxGeejQoRg6dCg+/fRT/PTTT9i2bRuWL18OqVSKuLg4+Pj4wMaG220LOytKW7tw4QIGDBjAabmtCdp9qjPGOkxrbeXKlVi+fLns78rKSvj4+CAmJgZOTk5Kt4PoBolEgri4OIwfPx6mpqaabg7hGW1vw0Lb27DQ9jYspaWlvCyXc09/S0tLPPHEE3jiiSeQnp6OrVu34oMPPsDrr7+O8ePH4+DBgwova8mSJXj44Ye7nMff359rEwEA7u7uAIDCwkJ4ePx7p5iioiK4uXXeJ1UoFEIo7Hgqw9TUlN5oBoS2t2Gh7W1YaHsbFtrehoGvbdytS2J79+6Njz76COvWrcNvv/2Gbdu2cXq+s7MznJ356QQeEBAAd3d3xMXFyUbjaGhoQEJCAj788ENe1kkIIYQQQvSHSnqYGBsbY8aMGZzOJnOVk5ODlJQU5OTkoKmpCSkpKUhJSUF1dbVsnuDgYOzfvx9Ac5eLZcuW4f3338f+/ftx7do1LFy4EJaWlnjkkUd4aychhBBCCNEPOjPI4ttvv40dO3bI/m45S3zixAmMHj0aAJCeng6R6N9hmV599VXU1dXhueeeQ3l5OQYPHoxjx45x7ktNCCGEEEIMj84UyrGxsYiNje1ynvYDeAgEAqxevRqrV6/mr2GEEEIIIUQvadngHoQQQgghhGgHKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRQ2cK5bVr12LYsGGwtLSEvb29Qs9ZuHAhBAJBm58hQ4bw21BCCCGEEKIXdKZQbmhowNy5c/Gf//yH0/MmTZqEgoIC2c+RI0d4aiEhhBBCCNEnJppugKLWrFkDAIiNjeX0PKFQCHd3dx5aRAghhBBC9JnOFMrKio+Ph6urK+zt7REdHY21a9fC1dW10/nFYjHEYrHs78rKSgCARCKBRCLhvb1Es1q2MW1rw0Db27DQ9jYstL0NC1/bWcAYY7wsmSexsbFYtmwZKioq7jvv7t27YW1tDT8/P2RmZuKtt95CY2MjkpKSIBQK5T5n9erVsrPXre3atQuWlpbdbT4hhBBCCFGx2tpaPPLIIxCJRLC1tVXZcjVaKHdWlLZ24cIFDBgwQPY3l0K5vYKCAvj5+eGnn37CrFmz5M4j74yyj48PCgoK4OTkxHmdRLdIJBLExcVh/PjxMDU11XRzCM9oexsW2t6Ghba3YSktLYWHh4fKC2WNdr1YsmQJHn744S7n8ff3V9n6PDw84Ofnh1u3bnU6j1AolHu22dTUlN5oBoS2t2Gh7W1YaHsbFtrehoGvbazRQtnZ2RnOzs5qW19paSlyc3Ph4eGhtnUSQgghhBDdpDPDw+Xk5CAlJQU5OTloampCSkoKUlJSUF1dLZsnODgY+/fvBwBUV1djxYoVSExMRFZWFuLj4zF16lQ4Oztj5syZmvo3CCGEEEKIjtCZUS/efvtt7NixQ/Z3REQEAODEiRMYPXo0ACA9PR0ikQgAYGxsjKtXr+K7775DRUUFPDw8EBMTg927d8PGxkbt7SeEEEIIIbpFZwrl2NjY+46h3Pq6RAsLCxw9epTnVhFCCCGEEH2lM10vCCGEEEIIUScqlAkhhBBCCJGDCmVCCCGEEELkoEKZEEIIIYQQOahQJoQQQgghRA4qlAkhhBBCCJGDCmVCCCGEEELkoEKZEEIIIYQQOahQJoQQQgghRA4qlAkhhBBCCJGDCmVCCCGEEELkoEKZEEIIIYQQOahQJoQQQgghRA4qlAkhhBBCCJGDCmVCCCGEEELkoEKZEEIIIYQQOahQJoQQQgghRA6dKJSzsrLw5JNPIiAgABYWFujRowdWrVqFhoaGLp/HGMPq1avh6ekJCwsLjB49GtevX1dTqwkhhBBCiC7TiUI5LS0NUqkU//vf/3D9+nVs3LgRX331Fd54440un/fRRx9hw4YN+Pzzz3HhwgW4u7tj/PjxqKqqUlPLCSGEEEKIrjLRdAMUMWnSJEyaNEn2d2BgINLT07FlyxZ8/PHHcp/DGMOmTZvw5ptvYtasWQCAHTt2wM3NDbt27cKzzz6rlrYTQgghhBDdpBNnlOURiURwdHTs9PHMzEwUFhZiwoQJsmlCoRDR0dE4c+aMOppICCGEEEJ0mE6cUW7vzp07+Oyzz/DJJ590Ok9hYSEAwM3Nrc10Nzc3ZGdnd/o8sVgMsVgs+1skEgEAysrKutNkoiMkEglqa2tRWloKU1NTTTeH8Iy2t2Gh7W1YaHsblpY6jTGm0uVqtFBevXo11qxZ0+U8Fy5cwIABA2R/5+fnY9KkSZg7dy6eeuqp+65DIBC0+Zsx1mFaa+vWrZPbpl69et13XYQQQgghRHNKS0thZ2ensuUJmKpLbw5KSkpQUlLS5Tz+/v4wNzcH0Fwkx8TEYPDgwYiNjYWRUec9RzIyMtCjRw9cunQJERERsunTp0+Hvb09duzYIfd57c8oV1RUwM/PDzk5OSp94Yl2qqyshI+PD3Jzc2Fra6vp5hCe0fY2LLS9DQttb8MiEong6+uL8vJy2Nvbq2y5Gj2j7OzsDGdnZ4XmzcvLQ0xMDKKiorB9+/Yui2QACAgIgLu7O+Li4mSFckNDAxISEvDhhx92+jyhUAihUNhhup2dHb3RDIitrS1tbwNC29uw0PY2LLS9Dcv96kPOy1Pp0niSn5+P0aNHw8fHBx9//DGKi4tRWFgo64fcIjg4GPv37wfQ3OVi2bJleP/997F//35cu3YNCxcuhKWlJR555BFN/BuEEEIIIUSH6MTFfMeOHcPt27dx+/ZteHt7t3msdc+R9PR02cV3APDqq6+irq4Ozz33HMrLyzF48GAcO3YMNjY2ams7IYQQQgjRTTpRKC9cuBALFy6873ztu1sLBAKsXr0aq1evVnrdQqEQq1atktsdg+gf2t6Ghba3YaHtbVhoexsWvra3Ri/mI4QQQgghRFvpRB9lQgghhBBC1I0KZUIIIYQQQuSgQpkQQgghhBA5qFAmhBBCCCFEDiqUAXz55ZcICAiAubk5oqKicOrUqS7nT0hIQFRUFMzNzREYGIivvvpKTS0lqsBle+/btw/jx4+Hi4sLbG1tMXToUBw9elSNrSXdxfX93eLvv/+GiYkJwsPD+W0gUSmu21ssFuPNN9+En58fhEIhevTogW3btqmptaS7uG7vnTt3IiwsDJaWlvDw8MCiRYtQWlqqptaS7jh58iSmTp0KT09PCAQCHDhw4L7PUUm9xgzcTz/9xExNTdk333zDbty4wV588UVmZWXFsrOz5c6fkZHBLC0t2Ysvvshu3LjBvvnmG2Zqasr27Nmj5pYTZXDd3i+++CL78MMP2fnz59nNmzfZypUrmampKbt06ZKaW06UwXV7t6ioqGCBgYFswoQJLCwsTD2NJd2mzPaeNm0aGzx4MIuLi2OZmZns3Llz7O+//1Zjq4myuG7vU6dOMSMjI/bpp5+yjIwMdurUKdanTx82Y8YMNbecKOPIkSPszTffZHv37mUA2P79+7ucX1X1msEXyoMGDWKLFy9uMy04OJi9/vrrcud/9dVXWXBwcJtpzz77LBsyZAhvbSSqw3V7yxMaGsrWrFmj6qYRHii7vefNm8f++9//slWrVlGhrEO4bu/ff/+d2dnZsdLSUnU0j6gY1+29fv16FhgY2Gba5s2bmbe3N29tJPxQpFBWVb1m0F0vGhoakJSUhAkTJrSZPmHCBJw5c0bucxITEzvMP3HiRFy8eBESiYS3tpLuU2Z7tyeVSlFVVQVHR0c+mkhUSNntvX37dty5cwerVq3iu4lEhZTZ3gcPHsSAAQPw0UcfwcvLC7169cKKFStQV1enjiaTblBmew8bNgx3797FkSNHwBjDvXv3sGfPHjz44IPqaDJRM1XVazpxZz6+lJSUoKmpCW5ubm2mu7m5obCwUO5zCgsL5c7f2NiIkpISeHh48NZe0j3KbO/2PvnkE9TU1OChhx7io4lEhZTZ3rdu3cLrr7+OU6dOwcTEoHePOkeZ7Z2RkYHTp0/D3Nwc+/fvR0lJCZ577jmUlZVRP2Utp8z2HjZsGHbu3Il58+ahvr4ejY2NmDZtGj777DN1NJmomarqNYM+o9xCIBC0+Zsx1mHa/eaXN51oJ67bu8WPP/6I1atXY/fu3XB1deWreUTFFN3eTU1NeOSRR7BmzRr06tVLXc0jKsbl/S2VSiEQCLBz504MGjQIkydPxoYNGxAbG0tnlXUEl+1948YNLF26FG+//TaSkpLwxx9/IDMzE4sXL1ZHU4kGqKJeM+hTJs7OzjA2Nu5w9FlUVNThKKSFu7u73PlNTEzg5OTEW1tJ9ymzvVvs3r0bTz75JH755ReMGzeOz2YSFeG6vauqqnDx4kUkJydjyZIlAJoLKcYYTExMcOzYMYwZM0YtbSfcKfP+9vDwgJeXF+zs7GTTQkJCwBjD3bt3ERQUxGubifKU2d7r1q3D8OHD8corrwAA+vfvDysrK4wcORLvvfcefSOsZ1RVrxn0GWUzMzNERUUhLi6uzfS4uDgMGzZM7nOGDh3aYf5jx45hwIABMDU15a2tpPuU2d5A85nkhQsXYteuXdSXTYdw3d62tra4evUqUlJSZD+LFy9G7969kZKSgsGDB6ur6UQJyry/hw8fjvz8fFRXV8um3bx5E0ZGRvD29ua1vaR7lNnetbW1MDJqW/YYGxsD+PdMI9EfKqvXOF36p4dahpfZunUru3HjBlu2bBmzsrJiWVlZjDHGXn/9dTZ//nzZ/C3Djbz00kvsxo0bbOvWrTQ8nA7hur137drFTExM2BdffMEKCgpkPxUVFZr6FwgHXLd3ezTqhW7hur2rqqqYt7c3mzNnDrt+/TpLSEhgQUFB7KmnntLUv0A44Lq9t2/fzkxMTNiXX37J7ty5w06fPs0GDBjABg0apKl/gXBQVVXFkpOTWXJyMgPANmzYwJKTk2XDAfJVrxl8ocwYY1988QXz8/NjZmZmLDIykiUkJMgeW7BgAYuOjm4zf3x8PIuIiGBmZmbM39+fbdmyRc0tJt3BZXtHR0czAB1+FixYoP6GE6VwfX+3RoWy7uG6vVNTU9m4ceOYhYUF8/b2ZsuXL2e1tbVqbjVRFtftvXnzZhYaGsosLCyYh4cHe/TRR9ndu3fV3GqijBMnTnT5ecxXvSZgjL5vIIQQQgghpD2D7qNMCCGEEEJIZ6hQJoQQQgghRA4qlAkhhBBCCJGDCmVCCCGEEELkoEKZEEIIIYQQOahQJoQQQgghRA4qlAkhhBBCCJGDCmVCCFGT1atXIzw8XNPN0IhRo0Zh165dCs07cOBA7Nu3j+cWEULI/dENRwghRAUEAkGXjy9YsACff/45xGIxnJyc1NQq7XDo0CEsX74caWlpMDK6//mZgwcPYsWKFQrPTwghfKFCmRBCVKCwsFD2++7du/H2228jPT1dNs3CwgJ2dnaaaJrGTZgwATExMVi5cqVC8zc1NcHT0xOxsbF44IEHeG4dIYR0jg7VCSFEBdzd3WU/dnZ2EAgEHaa173qxcOFCzJgxA++//z7c3Nxgb2+PNWvWoLGxEa+88gocHR3h7e2Nbdu2tVlXXl4e5s2bBwcHBzg5OWH69OnIysrqsn0HDx5EUFAQLCwsEBMTgx07dkAgEKCiogIAUFpaiv/7v/+Dt7c3LC0t0a9fP/z4449tljF69GgsWbIES5Ysgb29PZycnPDf//4XXZ1vKSkpwfHjxzFt2rQ201evXg1fX18IhUJ4enpi6dKlsseMjY0xefLkDusnhBB1o0KZEEI06K+//kJ+fj5OnjyJDRs2YPXq1ZgyZQocHBxw7tw5LF68GIsXL0Zubi4AoLa2FjExMbC2tsbJkydx+vRpWFtbY9KkSWhoaJC7jqysLMyZMwczZsxASkoKnn32Wbz55ptt5qmvr0dUVBQOHTqEa9eu4ZlnnsH8+fNx7ty5NvPt2LEDJiYmOHfuHDZv3oyNGzfi22+/7fT/O336NCwtLRESEiKbtmfPHmzcuBH/+9//cOvWLRw4cAD9+vVr87xBgwbh1KlTnF5LQghROUYIIUSltm/fzuzs7DpMX7VqFQsLC5P9vWDBAubn58eamppk03r37s1Gjhwp+7uxsZFZWVmxH3/8kTHG2NatW1nv3r2ZVCqVzSMWi5mFhQU7evSo3Pa89tprrG/fvm2mvfnmmwwAKy8v7/T/mDx5Mnv55Zdlf0dHR7OQkJA2637ttddYSEhIp8vYuHEjCwwMbDPtk08+Yb169WINDQ2dPu/XX39lRkZGbV4bQghRNzqjTAghGtSnT582F6y5ubm1ObtqbGwMJycnFBUVAQCSkpJw+/Zt2NjYwNraGtbW1nB0dER9fT3u3Lkjdx3p6ekYOHBgm2mDBg1q83dTUxPWrl2L/v37w8nJCdbW1jh27BhycnLazDdkyJA2Fy4OHToUt27dQlNTk9x119XVwdzcvM20uXPnoq6uDoGBgXj66aexf/9+NDY2tpnHwsICUqkUYrFY7nIJIUQdTDTdAEIIMWSmpqZt/hYIBHKnSaVSAIBUKkVUVBR27tzZYVkuLi5y18EY6zAqB2vXr/iTTz7Bxo0bsWnTJvTr1w9WVlZYtmxZp905FOXs7Izy8vI203x8fJCeno64uDgcP34czz33HNavX4+EhATZ/15WVgZLS0tYWFh0a/2EENIdVCgTQogOiYyMxO7du+Hq6gpbW1uFnhMcHIwjR460mXbx4sU2f586dQrTp0/HY489BqC5IL9161abvsUAcPbs2Q5/BwUFwdjYWO66IyIiUFhYiPLycjg4OMimW1hYYNq0aZg2bRqef/55BAcH4+rVq4iMjAQAXLt2TfY7IYRoCnW9IIQQHfLoo4/C2dkZ06dPx6lTp5CZmYmEhAS8+OKLuHv3rtznPPvss0hLS8Nrr72Gmzdv4ueff0ZsbCyAf8d/7tmzJ+Li4nDmzBmkpqbi2WefbTPkXYvc3FwsX74c6enp+PHHH/HZZ5/hxRdf7LS9ERERcHFxwd9//y2bFhsbi61bt+LatWvIyMjA999/DwsLC/j5+cnmOXXqFCZMmKDMS0QIISpDhTIhhOgQS0tLnDx5Er6+vpg1axZCQkLwxBNPoK6urtMzzAEBAdizZw/27duH/v37Y8uWLbJRL4RCIQDgrbfeQmRkJCZOnIjRo0fD3d0dM2bM6LCsxx9/HHV1dRg0aBCef/55vPDCC3jmmWc6ba+xsTGeeOKJNl1F7O3t8c0332D48OHo378//vzzT/z222+yG7Hk5eXhzJkzWLRokbIvEyGEqATdcIQQQgzQ2rVr8dVXX8mGnVPE6NGjER4ejk2bNnFa171799CnTx8kJSW1OWvcmVdeeQUikQhff/01p/UQQoiqUR9lQggxAF9++SUGDhwIJycn/P3331i/fj2WLFmilnW7ublh69atyMnJUahQdnV1xYoVK9TQMkII6RoVyoQQYgBu3bqF9957D2VlZfD19cXLL7+s8C2lVWH69OkKz/vKK6/w2BJCCFEcdb0ghBBCCCFEDrqYjxBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDmoUCaEEEIIIUQOKpQJIYQQQgiRgwplQgghhBBC5KBCmRBCCCGEEDn+H/B+qJKVJ293AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Sx, fs = X0.periodogram()\n", "X1 = MRPy.from_periodogram(Sx, fs)\n", "\n", "f00 = X1.plot_time(fig=0, figsize=(8,3), axis_t=[0, Td, -2.0, 2.0])\n", "f01 = X1.plot_freq(fig=1, figsize=(8,3), axis_f=[0, 16, 0.0, 2.0]) # periodogram\n", "f02 = X1.plot_corr(fig=2, figsize=(8,3), axis_T=[0, 1, -2.0, 2.0]) # autocovariance\n", "\n", "X1.printAttrib()\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " fs = 512.0Hz\n", " Td = 2.0s\n", "\n", " NX = 1\n", " N = 1024\n", " M = 513\n", "\n" ] }, { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Cx, Tmax = X1.autocov()\n", "X2 = MRPy.from_autocov(Cx, Tmax)\n", "\n", "#tau = X1.T_axis()\n", "#kt = (tau <= 0.5) \n", "#Cx = np.zeros(tau.shape)\n", "#Cx[kt] = 1 - 2*tau[kt]\n", "\n", "f00 = X2.plot_time(fig=0, figsize=(8,3), axis_t=[0, Td, -2.0, 2.0])\n", "f01 = X2.plot_freq(fig=1, figsize=(8,3), axis_f=[0, 16, 0.0, 2.0]) # periodogram\n", "f02 = X2.plot_corr(fig=2, figsize=(8,3), axis_T=[0, 1, -2.0, 2.0]) # autocovariance\n", "\n", "#f00 = X2.plot_time(fig=0, figsize=(8,3), axis_t=[0, 8, -4.0, 4.0])\n", "#f01 = X2.plot_freq(fig=1, figsize=(8,3), axis_f=[0, 8, 0.0, 2.0])\n", "#f02 = X2.plot_corr(fig=2, figsize=(8,3), axis_T=[0, 4, -2.0, 2.0])\n", "\n", "X2.printAttrib()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 8.4. White noise and pink noise \n", "\n", "A _Gaussian white noise_ is a signal with random amplitude with normal distribution and \n", "a constant power density all over the frequency domain:\n", "\n", "$$ S_X(\\omega) = S_0 $$\n", "\n", "The associated autocorrelation function is a Dirac's Delta at the origin, with an\n", "_infinite_ pulse integral.\n", "This signal in practice must have a limited band, otherwise the corresponding variance \n", "would be infinite. For practical purposes a signal is considered to be a white noise\n", "if the power is constant (within some statistical error) over some relevant\n", "frequency band $\\Delta\\omega = \\omega_2 - \\omega_1$:\n", "\n", "$$ S_X(\\omega) = S_0, \\hspace{5mm} {\\rm for} \n", " \\hspace{5mm} \\omega_1 \\leq \\omega \\leq \\omega_2 $$ \n", "\n", "and zero otherwise. The corresponding autocovariance function is:\n", "\n", "$$C_X(\\tau) = \\frac{4S_0}{\\tau} \\sin\\left( \\frac{ \\Delta\\omega}{2} \\right) \n", " \\cos\\left( \\omega_0 \\tau \\right) $$\n", "\n", "where $\\omega_0 = (\\omega_1 + \\omega_2)/2$ is the band center.\n", "The corresponding variance is:\n", "\n", "$$ \\sigma_X^2 = C_X(0) = 2\\Delta\\omega S_0$$\n", "\n", "As the band width $\\Delta\\omega$ decreases, the signal above approaches a \n", "cosine wave with frequency $\\omega_0$, as described in the previous section.\n", "\n", "Let us take a look on a band-limited Gaussian white noise simulation with ``MRPy``.\n", "The simulation uses $S_0 = 1$, hence the standard deviation will be \n", "$\\sigma_X = \\sqrt{2\\Delta\\omega}$." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean value: 0.0313\n", "Standard deviation: 0.9993\n", "Power spectrum: 0.0027 \n", "\n" ] }, { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "X = MRPy.white_noise(NX=1, N=2**10, fs=512)#, band=[1, 4])\n", "dw = 2*np.pi*(31 - 1)\n", "S0 = 1/(2*dw)\n", "Td = X.Td\n", "\n", "print('Mean value: {0:7.4f}'.format(X[0].mean()))\n", "print('Standard deviation: {0:7.4f}'.format(X[0].std()))\n", "print('Power spectrum: {0:7.4f}'.format(S0),'\\n')\n", "\n", "f03 = X.plot_time(fig=3, figsize=(8,3), axis_t=[0, Td, -4.00, 4.00])\n", "f04 = X.plot_freq(fig=4, figsize=(8,3), axis_f=[0, 35, 0.00, 0.05])\n", "f05 = X.plot_corr(fig=5, figsize=(8,3), axis_T=[0, Td/16, -1.00, 1.00])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ``MRPy`` module uses a simulation technique that gives an almost perfectly\n", "constant periodogram, as specified.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 8.5. Signal derivation and integration \n", "\n", "As a starting point, let us calculate the following derivative:\n", "\n", "$$ \\frac{d}{d\\tau}\\left[ X(t) X(t+\\tau) \\right] = \n", " X(t) \\cdot \\frac{d X(t + \\tau)}{d(t+\\tau)} \\cdot \\frac{d(t+\\tau)}{dt} =\n", " X(t) \\dot{X}(t+\\tau) $$\n", "\n", "Now, using the expected value operator and considering autocovariance symmetry:\n", "\n", "$$ \\frac{d C_X(\\tau)}{d\\tau} = {\\rm E}\\left\\{ X(t) \\dot{X}(t+\\tau) \\right\\} \n", " = {\\rm E}\\left\\{ X(t-\\tau) \\dot{X}(t) \\right\\} $$\n", "\n", "and following the logic to find the second derivative:\n", "\n", "$$ \\frac{d^2 C_X(\\tau)}{d\\tau^2} = -{\\rm E}\\left\\{\\dot{X}(t) \\dot{X}(t+\\tau) \\right\\} \n", " = - C_{\\dot{X}} (\\tau)$$\n", "\n", "With this result at hand, we go back to the relation between power density and \n", "autocovariance:\n", "\n", "$$ C_X(\\tau) = \\int_{-\\infty}^{+\\infty} {S_X(\\omega) e^{i\\omega\\tau} \\, d\\omega} $$\n", "\n", "and apply double derivative:\n", "\n", "\\begin{align*}\n", "\\frac{d C_X(\\tau)}{d\\tau} &= \n", " \\int_{-\\infty}^{+\\infty} {i\\omega S_X(\\omega) e^{i\\omega\\tau} \\, d\\omega} \\\\\n", "\\frac{d^2 C_X(\\tau)}{d\\tau^2} &= \n", "- \\int_{-\\infty}^{+\\infty} {\\omega^2 S_X(\\omega) e^{i\\omega\\tau} \\, d\\omega}\n", "\\end{align*}\n", "\n", "Now, considering that the following relation is also valid:\n", "\n", "$$ C_{\\dot{X}}(\\tau) = \\int_{-\\infty}^{+\\infty} {S_{\\dot{X}}(\\omega) e^{i\\omega\\tau} \\, d\\omega} $$\n", "\n", "It finally results that:\n", "\n", "\\begin{align*}\n", "S_{\\dot{X}} (\\omega) &= \\omega^2 S_{X} (\\omega) \\\\\n", "S_{\\ddot{X}}(\\omega) &= \\omega^4 S_{X}(\\omega)\n", "\\end{align*}\n", "\n", "These relations allow us to calculate the spectral density of velocity and\n", "acceleration processes from the spectral density of displacement process, or vice-versa.\n", "They are quite useful for converting signal amplitudes obtained with one type of \n", "transducer (for instance, an accelerometer) to amplitudes as they would have been\n", "obtained with other type of transducer (for instance, displacement).\n", "\n", "The ``MRPy`` class provides the calculation of derivatives and integrals in\n", "frequency domain, as demonstrated below. The methods allow the definition\n", "of a passing frequency band, for simultaneously eliminating noise errors.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "acc = 0.01*MRPy.white_noise(N=2**15, fs=512) + 0.01*MRPy.harmonic(N=2**15, fs=512, f0=0.5)\n", "Td = acc.Td\n", "\n", "f03 = acc.plot_time(fig=3, figsize=(8,3))#, axis_t=[0, Td, -10.00, 10.00])\n", "f04 = acc.plot_freq(fig=4, figsize=(8,3))#, axis_f=[0, 1, 0.00, 0.01])\n", "f05 = acc.plot_corr(fig=5, figsize=(8,3))#, axis_T=[0, 0.1, -1.00, 1.00])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#V1 = acc.integrate() # integration without filtering\n", "V1 = acc.differentiate() # integration without filtering\n", "\n", "f03 = V1.plot_time(fig=3, figsize=(8,3))#, axis_t=[0, Td, -0.50, 0.50])\n", "f04 = V1.plot_freq(fig=4, figsize=(8,3))#, axis_f=[0, 2, 0.00, 0.10])\n", "f05 = V1.plot_corr(fig=5, figsize=(8,3))#, axis_T=[0, 32, -1.00, 1.00])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#V2 = acc.integrate(band=[0.4, 0.6]) # integration with filtering\n", "V2 = acc.differentiate(band=[0.4, 0.6]) # derivation with filtering\n", "\n", "f03 = V2.plot_time(fig=3, figsize=(8,3))#, axis_t=[0, Td, -0.50, 0.50])\n", "f04 = V2.plot_freq(fig=4, figsize=(8,3))#, axis_f=[0, 2, 0.00, 0.10])\n", "f05 = V2.plot_corr(fig=5, figsize=(8,3))#, axis_T=[0, 32, -1.00, 1.00])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Whenever a signal is integrated without a low frequency cut, \n", "a _zero drift_ is expected to happen! This can be avoided by setting a lower frequency\n", "bound as high as possible without attenuating the useful part of the signal.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 8.6. Basic stationarity test \n", "\n", "Previously we have demonstrated that:\n", "\n", "$$ \\frac{d C_X(\\tau)}{d\\tau} = {\\rm E}\\left\\{ X(t) \\dot{X}(t+\\tau) \\right\\} = \n", " \\int_{-\\infty}^{+\\infty} {i\\omega S_X(\\omega) e^{i\\omega\\tau} \\, d\\omega} $$\n", "\n", "By making $\\tau = 0$ in the relations above gives:\n", "\n", "$$ {\\rm E}\\left\\{ X(t) \\dot{X}(t) \\right\\} = \n", " \\int_{-\\infty}^{+\\infty} {i\\omega S_X(\\omega) \\, d\\omega} $$\n", "\n", "The power spectral density is a _pair function_. Multiplying it by $i\\omega$\n", "necessarily yields an _odd function_. Consequently the integral vanishes and:\n", "\n", "$$ {\\rm E}\\left\\{ X(t) \\dot{X}(t) \\right\\} = 0 $$\n", "\n", "This relation can be a shortcut for ascertaining the signal stationarity and hence\n", "validating the constancy of its spectral density.\n", "\n", "This result can be demonstrated through simulation with the ``MRPy`` module.\n", "A Gaussian white noise is simulated and its derivative is calculated. Both\n", "procedures restrain the signals to the same limited band:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[1.00000000e+00 3.61865198e-18]\n", " [3.61865198e-18 1.00000000e+00]]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "X = MRPy.white_noise(NX=1, N=2**15, fs=512, band=[8, 16])\n", "Xdot = X.differentiate(band=[8, 16])\n", "\n", "f07 = plt.figure(7, figsize=(3,3))\n", "f07a = plt.plot(X[0], Xdot[0], 'b.')\n", "\n", "#plt.axis([-10, 20, -500, 500])\n", "plt.grid(True)\n", "\n", "print(np.corrcoef(X, Xdot))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The lack of correlation between the process and its derivative observed in the plot \n", "above is an evidence of process stationarity." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 8.7. Level upcrossing and peak factors \n", "\n", "For a stationary process, the expected number of upcrossings, $N^{+}_a(T)$, of a given\n", "amplitude level, $a$, within a given observation time, $T$, is given by:\n", "\n", "$$ N^{+}_a(T) = \\nu^{+}_a T$$\n", "\n", "where $\\nu^{+}_a$ is the _upcrossing rate_ of level $a$. In other words, the number of\n", "upcrossings is proportional to the observation time.\n", "\n", "\"Level\n", "\n", "The upcrossing rate is calculated by integrating the joint probability distribution \n", "of the process amplitude and its derivative, such that the amplitude is fixed at\n", "level $a$ and only positive values are regarded for its derivative:\n", "\n", "$$ \\nu^{+}_a = \\int_0^{\\infty} {p_{X\\dot{X}}(x=a, \\dot{x}) \\, x \\, d{\\dot{x}}} $$\n", "\n", "This result can be particularized for a Gaussian process, also considering that\n", "stationarity implies that the process and its derivative are uncorrelated:\n", "\n", "$$ \\nu^{+}_a = \\frac{1}{2\\pi} \\, \\frac{\\sigma_{\\dot{X}}}{\\sigma_X} \\,\n", " \\exp \\left( -\\frac{a^2}{2\\sigma_X^2} \\right) $$\n", "\n", "Recalling from previous results that:\n", "\n", "$$ \\sigma_X^2 = \\int_{-\\infty}^{+\\infty} {S_X(\\omega) \\, d\\omega} $$\n", "\n", "and that:\n", "\n", "$$ \\sigma_{\\dot{X}}^2 = \\int_{-\\infty}^{+\\infty} {\\omega^2 S_X(\\omega) \\, d\\omega} $$\n", "\n", "allow us to estimate the upcrossing rate for any stationary signal by\n", "integrating the periodogram as indicated above.\n", "\n", "Para a parcela flutuante da resposta em deslocamento, como a análise foi conduzida no domínio da frequência, resultados no domínio do tempo só pode ser obtidos em termos estatísticos. A abordagem da NBR-6123 consiste em se adotar um fator de pico da resposta modal $g_k = 4$, aplicado sobre o desvio padrão da resposta flutuante.\n", "No entanto, já que o espectro da resposta está disponível, é possível obter-se uma estimativa mais precisa deste fator de pico utilizando-se a fórmula de Davenport:\n", "\n", "$$g_k = \\sqrt{2 \\ln (\\nu^{+}_0 T)} + \\frac{0.5772}{\\sqrt{2 \\ln (\\nu^{+}_0 T)}}$$\n", "\n", "onde $T$ é o tempo de observação, adotado como 600s na NBR-6123, e $\\nu_k$ é a taxa de cruzamento do nível zero para o positivo (_zero upcrossing rate_), calculada a partir do espectro como:\n", "\n", "$$ \\nu^{+}_0 = \\sqrt{\\frac{\\int_0^\\infty{f^2 S_X(f) \\; df}}\n", " {\\int_0^\\infty{ S_X(f) \\; df}}} $$\n", "\n", "Observe-se que o denominador dentro da raiz é a variância da resposta modal. \n", "\n", "Aplicando-se as expressões acima ao exemplo de cálculo tem-se:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Peak factor from Davenport: 4.215\n", "Peak factor from splitmax: 3.989\n", "Peak value for displacement: 4.216\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "T = 1000\n", "\n", "X = MRPy.white_noise(N=2**16, Td=T) # full band white noise\n", "Y = X.sdof_Duhamel(4, 0.01) # mass-spring system response\n", "Y = Y/Y[0].std() # forces deviation equal to 1\n", "\n", "Tm = X.Td\n", "gD = Y.Davenport(T=T) # Gaussian narrow-band process\n", "gS = Y.splitmax (T=T) # Prof. Rocha's method\n", "\n", "Ypk = Y[0].mean() + gD[0]*Y[0].std() # mean + g.deviation\n", "\n", "print('Peak factor from Davenport: {0:6.3f}'.format(gD[0]))\n", "print('Peak factor from splitmax: {0:6.3f}'.format(gS[0]))\n", "print('Peak value for displacement: {0:6.3f}'.format(Ypk))\n", "\n", "f09 = plt.figure(9, figsize=(12,4))\n", "f09a = plt.plot(Y.t_axis(), Y[0], 'r', lw=1)\n", "\n", "plt.axis([0, X.Td, -6, 6])\n", "plt.grid(True)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Portanto, o pico do processo é dado por:\n", "\n", "$$ {\\rm E}\\left\\{ X_{\\rm peak} \\right\\} = \\mu_X + g_k \\sigma_X $$\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 8.8. Frequency domain signal filtering \n", "\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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7AZutsUvBMMeOc88Flixp7FIwDHMs+eUX4MMPG7sUDMMwEWFRzzBMw+N2A1ZrY5eCYY4dv/8OFBU1dimAd94B1q1r7FIwzMlJVRVQWdnYpWAYhokIi3qGYRoej4c99czJz4kwcfXUU8CsWY1dCoY5OfH5AL+/sUvBMAwTERb1DMM0POypZ04FLJbGLgGQkQFUVDR2KRjm5MTvZ1HPMEyTgEU9wzAND3vqmVOBE0XUc3gwwxwb/H7hrWcYhjnBYVHPMEzDw5565lTAbG6Y83TtGv+x6ensqWeOPeXlQJs2jV2K4w+H3zMM00RgUd8UcbsBp7OxS8EwofF4WNQzTLTs2RP/seypZ44HLhdQUNDYpTj+cPg9wzBNBBb1TYFFi4CNG7XPf/878H//12jFYZiI8JZ2zKnAiRCWy5565njQUFEpTQ0W9QzDNBFY1DcFNm8G9u7VPlsswKZNjVcehomE13tirDdmmGOJ19vYJQCSkwG7vbFLwZzsqGpjl6Bx4PB7hmGaCCzqmwL6RC3Z2UBhYeOVh2EiYTaLOut2N3ZJGObYcSJ46v3+U9eLyhw/TlVhy4nymFjYvLmxS8CcwrCobwr4fMEeIUU5dWfNmaaBxSLW1f/5zw1zvvffB2bPbphzGfH888fu3MzJS0N66uPt071eFvXMsed4C9u8PPGnPqhq/fMAsKeeiYWHHmrsEjCnMCzqmwI+X/CA6nIBSUmNVx6GiYTZLJI5Vlc3zPmmTwe++KJhzmXEzz8fu3MzJy8NKepdrviO8/l4qcsphPmWW4Affzz+Fz7ewrawECgqqv85Hn+8fufgNfVMLHB0ItOIsKg/nixYABw+HPtxek+90wkkJjZcuRimoTGbhUhpKNFjsx3bwZIHYiYeGsJ7SYKhpia+49lTf0qhfPopsG3b8b/w8Ra2Tmf8E12E11v/NsqinokFtiWYRoRF/fFkzJj4wsmMPPUJCfGX48svgRUr4j+eYSJhsbCoZ05+GqJ+X3CB+DveZHc+H4v6Uwm/HzA1gulGNsiyZcdn+V9DiHq9QyTec7CoZ6KFbQmmEWFRf7zJzIz9GHlg+vrr+nvq9++vf1gbw4SjoUW91XpsB0uP59idmzl5aQhP/aJF4u/6eOo5/P7UobESI5KwfeaZ4yNyXS5h68TLq68CS5c2jKeeE+Ux0cKinmlETm1R7/c33JrfaElLi/0YWdRfdhlQWRnsqZ88ObpB55FHxAy7y8UdD3Ns4fB75lSgIdfUs6eeiQJFVRvHU09CPhrPdXk5MG9e/a5XX0/9lCliwozD75njSby2xKpVwKRJsR9XUACsWRPfNZmTjlNa1CuzZwMdOx7fi8YTtqYPv6+pCfbUb98enXH5/PNicHI6WcQwxxYW9czJjM8nhFW89bu6GnjlleDv4vXUc6K8U4/GDL/3eiOL3IICYOFC4//Lz4/uevUV9dXVIqFwfUU9h98zsRCvLbF7N/Cf/8R+3NatjZM4kzkhOaVFPdxuoKzs+F4znjBf8tQ7HOJzdXWwpz6aZDA0KPn97Klnjj2NuaZ+1ixx3eXLo59E4/bQuPj99ffsxcP118d3nMdTVzD4fNHXt4oKYMmS4O/iFTCcKO/U43i+7//8R0T5xeKpD+fdjtaRUt/we0A4P+o7BrGnnomF+uxiEu9xDRkxxjRpTm1R3xjejXgaH3nqt24Vn8lTTwZkNKKesu77fE3TU//ii41dAiYWGtpTH8ua+n//W/x+yBBtIiwSNNn24YfA3r3xlZGJH4cDeO+943tNVQUOHYrvWBL1cv1+/XXg11+jO97truuZj1fAcPj9qcfx9NRv3hwcxh6Npz6S8I9m8qshEuW5XBx+zxxfYrGty8uD21U86CN5mVOaRhX1U6dOxeDBg5GWlobWrVtjwoQJ2L59e9hjFi1aBEVR6vzZFs8WL40h6uvjqf/hB6BrV+GpT03VOoFoRD3lDmiqnvpQoXzMiUljhd/7fMF5MqK9vscjDM1t28TexszxpTEME58v/gSJbnddT73DEb0w14v6lJT4BUxjZUNnGo/j+b6TkkTdbihPPRBdO2kIUV9VVbdfmTNHiKnJk6M7B4smJlpUVbNTKiqAb78N//uuXYHPPhP/ro+oj/fYjRsjl5FpUjSqJfDLL7/grrvuwrJly7BgwQJ4vV6MGTMGNVGsLdy+fTsKCgpq/3Tv3j32AjQlUf/uu2Kf+969xWCXnKydK5pBhxp9U/XUc3bypkVjZb93OILrSrTX93q1AbmptY2TgcZYt+rxxF8/SdTLx8eyJ7aRqI/XU68ox2eLMebEIZbIjMmT6zd+kqhfvVp8djrr76mvrIx83fqG3ycmiglefRtfuFDs/rNuXXTnYU990+Xcc+M/9pNPgF27YjvG79fqW1FRZGfU0aPaONAY4feFhcCePfEdy5yQNKqonzdvHm644Qb06dMHAwYMwPTp05Gfn4/VNHiEoXXr1sjOzq79Y44n/JBEfWlp7MfGi9z4vvsO+P33yMf4fCIZXkGBZkjKIicaY5L+v6l66pu6qD/VjIKGFvXReiPt9uC68s47wMMPRz6OjFCPp/7eISZ2GkPUu93xG1JG4fceT2yiXo4oicdTv3GjmOhlTj1i8dTv2FG/8T4xUYjrKVPEZ7u9/p76aES9kad+x47IxxGJiUIwFRcHiytaPhBtaD6L+sajqiq6373zjvH30djXobjjjti92PLSlGicbRaLZq/EuzWp/jp33RV9rjDervGk44SK2auoqAAANG/ePOJvBw4ciJycHFxwwQX4+eef47sgNaAbbojv+FggT4osOA4dEgNOJKjR2e2aIWmzBXcG0cyc099N0VPf1MqrZ+LExi5B7Bw4EP+xDR1+H+2AZ7cH15X9+0WUSzTn9/nEsSzqjz+NEeJaH1FvFH5fH099amrsXsn9+8VyEUB465lTh1hEvdcrbIV4c1YkJYm6SfU1GlHfEJ56j6fuuP/AA8GfX3/d+FiXC8jIEBNne/YAP/1Ut2zU30dC/v3f/x7590zDkZ4e3e+++qrhr52cHPs2o/I4Fs14YLEER9HGK+plO6u8PPpcQjxhddJxwuyDo6oqJk2ahHPPPRd9+/YN+bucnBy89dZbGDRoEFwuFz788ENccMEFWLRoEc477zzDY1wuF1ySoV4ZGFCoGfirq+E71p5gnw8Wmw1+pxP+wLVMTidUpxNqhGubPB6YAagOB/wJCTB5vfCbzVA3b4Z6xhmweDzwOp1hvdmKywULAE9FBcxOpzhXE/J+m93uY/+OjiHm0tLjXn5P4HqeOK9rvukm+PLyYjuoshJIT4fZbIbidAJeL7xxLjkxPfgg/C+/DAAwud0wWSyRz1VRAYvHA5I4vuxsmMvKQj4D0/PPw3/zzbD4fPC6XDC7XPDX1ERsk8r8+VDHjInxppiQOJ0w+3xxtZG467ndLvrOeOqn3Q5zUhJUl0vrz12uqPpzAFDsdphrauD1eGAF4E9OBlasgO/PfxYiKgoUpxOK2w3F7wcUpUn3j0xk5Prt9fmiqmdAYOy022H++GP4rr025uuarFaY7HbA6YQCQLXb4XW5wtsbbjdMXq+okzt2AM2aAa1aAQCsALxlZRHLb1ZVgM5B37lcwZ+//x6+W2+te3BZGcwtWwLV1VACNldtO/V44He5YPZ44KupiSikTB4PFK9XPMO1a7mdHWPk/tyK6Pp1s8Nh+F6sADw1NcIJFiOW5GT4q6pis5MdDlj8fjGmOBwR7VaLxQK/2w2/xwOTywWT2RzzeKS4XFAC5wACbaSmJqroVsXtDjqWOX7Ea5dH4oQR9XfffTc2bNiA3377LezvevbsiZ49e9Z+Hjp0KA4cOIAXXnghpKifOnUqnnrqqTrfr127FmMBlBcU4NdYxUuMmDweXGSxYOv69dibl4fE0lL0mD8fpb1741BycthjB+zbh04AfFVV2FdYiOyKChQfPgzrU09hT24uTj96FMsXLoQjMGga0WzbNpwHwNqlC4707Yvy5GRsOcb33JCMLCvDoiZUXj3nFBTg90Yq/4I4Q3RH7N2LX2Is8xn/+Q823HYbBpeVIbW8HGa3G/PiuO9us2ahz/vvY3ZAOA/YuxcZ1dVYHOFcmbt2YUhNDWjDx+3bt6M3gLwQxw1YvBg7srJwvsuFH+bORf+9e3FkxQocjCCszn76aSznbWQajMQjR3B6URGW1aONxFrPk4qKcHZ5OQ7feCP2jBsH1WoFVBW+xMSIx6bv3YteVVUo374dFU88gcIhQ9Bnxw4cVVUcjuL4VuvW4azKSuTl5WE8gFKHA63efx+LBwxARZcuUZU/Z+VKJBcXo0Ug2mtFE+wfO/7wA/aPHs2J/mJkzZo1KIiingHAsKIirPnhBww+eDAuO6fL1q3o43bDFPDo+aqq8OOCBXBlZoY8pvnmzeiwfz/W5eVh9C234MCoUdh2zTUAgPEAVv/8MwojeEHPOnIEQHC9PqewMGgcHVpQgKUG95RcVIT+qorkoiKkeTzYs2tXrb1z+t692PPLLxhYVoaleXlwZ2SELcdpO3YgsbQUG+fMwZkFBVjeBNtZU2TBggUYj9Bjt8zwoiLDuj0ewE+ffw5nixYxX3+Uz4cjW7diUwzv21pVhYu8XuTl5SFz50503r8fa8McP05VsXPTJuzKy0PXTZvQU1Wjul+ZtqtXo/nu3dgYOO6sAwewZeFCVLdtG/HY7BUrkL5/PzLOOw9FgwYhf/TomK7NxI891iiQKDkhRP0999yD7777DosXL0a7du1iPn7IkCH46KOPQv7/lClTMGnSpNrPlZWVaN++PQaefjoAoFlCAnJzc2O+bkzU1MCSloY+PXqgV24ulG++gXn7drT/058wIMK1zYF1PWaXC5179YJp40Z07N4dSn4+cgYPhjkpCaPOOw/o3DnkORRp4GqRmorm7duj07G+5wbE8te/Hvt3dAwxP/vscS+/x+PBggULMHr0aFit1piOVT7+GGZVjbnM5hkzkD18OMwffwylsBAwmWI7R1UVcPgwzJs3A0DtseavvwaqqyOeS/n1V8jZNXp26hR0njrl/e47tB0xAmYAY0ePhnnWLLTp1Qv9I7XJ115r0vXxhGPfPpg/+yyuZxp3Pd+5E5bkZKT5fOg2dCjMzzwDlJbC9+WXEQ9VVq+G6ddf0apTJygrVwKFhVA7dECn/v1xehT3oACwuFzIvegiAECLDh2ADRtwbu/eUM8/P6riK1VVUA4cgBIQPw1RH602GzzHeqnToUMitLVZM5jfegt9Ro8GEhIiH3eKQ/UcAM7o3x9qlO/b/PzzOH/4cFheeCGuOmLatg2KtLzD7PXiglGjgJycOr+1pKTAW1MDJTUVph070CY3FxavF91OPx1dpGsP3rABvvHjgTPOCF3ut96qM36Y//Wv4M//+Y/xPW3cCPOvv0IJTHh16dix1t4xz5yJNuecA8uMGbjwvPOACOLHtHQplIQEtLngApg/+ID7/WOM3J8D0fVrliefrPu7wJLX8/v2BQYOjObCYjlTv34AAPMzzyC1dWt0iOZ9r18Pyw03wDt/PhS/H7m5uVCWLYNpzRrkhDnekpSE07p1Q4/cXJg2b4YpMTHm+qWUlUGx29Ge6ve0aWg5dCgQJuK59liPB4rFAtOaNciyWNCX6/Zxo/QY5XJrVFGvqiruuecezJo1C4sWLULnMKI0HGvXrkWOwQBDJCQkIMHAaLAEBirF6YxZ9MSMogBJSTD7/TAHPEKw28ULiHTtQOekmEwwJyYCVqv42+WCSVUBnw9Wkyn8eaRB2eR2A16vKEdjsGGD6HBiXBd4zN/RscTthqmRym+1WmN/dtOnA8XF0R+3bh3Qpg3g8cDk8YgkRYF6FtO1Fy0CLrsMCOxmYd27V3zn9wNWa+RnKGevT0+HORDiFK4MJrNZtCGzGfB6YaJElOHw+RrtfZ6UmEyAqtbrmcZczwN9p+J2i+QyXi9QWhpdGfx+kdxOVcX63c2bgbPOEv1stMcDsFJIcFoaAMBSWRnd8TImE6AoDVYfj3k/O3s20KkTcMklor9Q1djv+RTHEmm8l/H5RP222+N7t6oatLuC4vWKvtLoXB6PuEbA3jBZrUB1NcyZmUH2hmnXLphKS8Pfg1G99niCP/t8MFksdXNKOJ1AVlZtHgAzoF1fVWEymUSfHxhXwkL3YjIBfj/3+8cJqqtR1Vm3u+7vAuvZrR5PdG1l61Zg0CCtrgd2JInqfR86BGzeDGtgJxIr1clIY5rFArOqaprAYom9jQauU1u/Y+lTA20MaWkw2+2NpwlOQY7VONuoMW933XUXPvroI3zyySdIS0tDYWEhCgsL4ZCSPEyZMgXXXXdd7eeXX34Z33zzDXbu3InNmzdjypQpmDlzJu6+++7YC0CN1+Go35ZAn38O7NwZ/jdeb3C2ZLdbJOGIJrES/cZqFeu/rFbxx+GoFU5RZ78HxDkaM/HcgAHAW2/FdkxTX/PT1BL9VVeLP6oKHDwY+fdz5gBbtgiB43BoCWBiDVEvL9euD4isxffcE1uiPKor6emRnzsliqE9y6PdGaKp18cTjcZMlEf9KGX5jvZYSpTncgFHjsSe/b5tW2DfPvE5JUX8HW3WYqB+WxmFw2gsPHgw+uRLkaDEbQDvNhEvsSS38njEH3m3hViQ6xiF/EeT/Z7qkdcrEkESFovIvRLpvRslf9T3zaESfVVViTX8dM9yu4w1UR5dI5qExAywYkX9kuzu3AlFHl+j6VOp3/7nP8UuUUBwArpo0IuslJToE+VR30jXpPoSa6K8eHbxkseBa64xTjAZCmoHaWnR7zTAnNA0qqh/4403UFFRgZEjRyInJ6f2z+eff177m4KCAuTn59d+drvdmDx5Mvr374/hw4fjt99+w5w5c3DppZfGXgDqoGMxxozYsUPsSRkOr1cMiLIxY7dHZ5TJot5sFkk/bDYt03ekzqOmBrjzTm2QNJvjF5l//nN8xxE00IfagiTUMU1dRHk8TcsgIGPI6QRuuy3y70kYuVyiXga83nGJekXRBkka6GIR9fSc09MjG47yvrKXXSa8iHRMqIm+QAInpgFpzH3qaTcQ2o872mOTkoTYdTqFqKe+OBrcbmDwYBG1BMQn6uV+vyH3qTcSf++9B6xf3zDnJ5EJBEfWMNETS1uhfrimJr56ItdpiniMNfu9nKgsIUEIiGjeu8kEjBypfdYfE6rfqKoCWrbU6pn8GxLnXm/s2e+b0hjeWCxeLLZgjhPTm28iRd4VKppJP3qPjz+u7bsu7/gUiT17tHNQG0lODt6hJBwk/uWto6Oxf2RR7/VquwapKtCnT3TtlUS91ysmNNzu6O1lqtOpqfFP+jEnFI0q6lVVNfxzg7TF3IwZM7Bo0aLazw8//DB27doFh8OBsrIy/Prrr/GvcZL3k6yPYRHNjBx56mVRH62npb6eeocDOHxYG1gVRRxXXAzMmBH5+jLSBEtckNEai9enMbx4DU08ArcxocHs6NHoBlW9qLdY4vMklpcDrVtrM+8k5mMR9URGRmSB7vdrbZ+8Cy4X8OabYtY71DFs3DUsjblPPe0cEo+nnqK0amrEn2j6qe3bxfGnny6iWwBhVJlMor1Fi77fVxQgsC1svTAqg+xdry96Tz2L+tgJV88qKsQkE0GTKLEY+8SXX4pjyCEQTtTLfSz1kTRppZ8YqK6OPK6oqhDmv/wCTJkivPv68ofqi6urgcxMzfvaUJ76pm6HHA/qa+t4PGJHDyIa+0P+DU2QymI5El27anWBbB+bLfq+yW4X9Zqu9fXXIgorUn0hhwWgbWnXtatwLmzZEr2ol8exWCZKqR2wqD9pOLVTzjaUqI9GvOjD7+U95qM5PxAs6mPx1FOIoxxe5HIBJSXaoBst9Q3Roecci6g/GURUU5uYoA7+6FHxznbuBF54IfTvqS46ncGeelWN7t3t3y/WJJeXiwRMJK5ooPP7owtNk0W97KmfONH4936/1hZp0svlAj76KPT7Ohnq44lGY7QPmlilCSnZaxLNsbRDAtXVqqro7uGqq8T1cnI0AZ2SArRrF5+nXlU10dUQz5CWwMg0ZKi/LOrZUx8f4fqfn38GZs3SPpNHmpaKxMKMGULkUF0PF36vD5n2+8VSOyoDQRMD0bz37Gzxd36+NsbIhPPUp6Vp5a2PqKe+icPvo6MBRH3Q+4r0jlQ1eDJWP5ETbZ84b574+9tvgfffF/82WgJihN0uPPt031ddBXzzTeyeeotFrM+ne46mvlHdlEV9tJN3ZMuwqD9pYFEPxC/qt24Vf0frqdeH39P3kaivp54aOokWm00LPY11kKpvw6f7dTqjvzYNwE2ZY7X+NQLpe/fGHjarqsGi3uUSYoPWqhkhe+ppTT29s2juu6oKWLlSE/UEhaQR//lPsBdKj5GoN5lCHyN76skYcLlEFEuonThY1Dc8jeWpl8PvnU5NBERzrH7bw8rKyP1UdbUYN5xOseaXBHRyMtCxY/zh90SsW8PRGCZj5KmnnBMNAa+prz/h2oo8UQmIf9MkeqzP2u0WdZa23Q3nqZfPrW/P8hhAdkgkm0tRgLFjRRiyHG0gE25NvSzq6xN+L+ddaep2yPGgnqJeidVTr7djyZ6nvjXad/b88+LvoiJR56ONDnQ4gEce0XKsEDSRFg6rVTg0/vUvzYEBaGNLuHbu8wG//24s6mP11Kek8Jr6kwQW9UB0BsvSpSLUUqZ3b+HtjsdTT40u0nGFhXVFvdGa+nCNn65BgykNdPrjqquB++8PXx5q+LEYnzJ0L2539Eb8yTCYNtI99JkxA+bnnovtIJdLezfkqXc4wocmOxyagU6eeiKaAZ7CzCoqNO8MIK5tNmv/v3t3+BBjCoMDgkV9qMiQUJ765OTwx7Cob1gaM/ye6q7DEb2oN8qoHI2nvqBA1K9Dh4DmzbXJs6QkkfeE2kp+vvhNOEjUB7IfA4j9GfbuXfe7ysq63zXkpOSpuKZ+//4GO5UayNweEr09Q/l7gNhFvcsVvaiXxwe5j5RDjOVzhCsLTeYOHy626g0l6sN56lNT63rqKSSaE+UdO+rrqfd6g0V9pHek9+z7fMB33wEvvSTG/mjtrupqYQOUl2tOr2hEvTwxK9+3yxVd+H1xMbB3b7ADIxpRX1AAnHtu3fD7eBLlmc1ct08SWNQD0XXu33wDPPZY3e+XLYt/TT0A/PCDWO8eiiuvbBhPPR0PiEFVUeoOUpTFORxVVUBpKXDvveF/FwoqpywcI3EyeOobaU29rboaarNmsR1UUyMycyckxCbq9WvqiWjuW06MR2viADHQyhMEkcSF3S48NIC2pl5RQk/ayaKe2ofbLQboUJlvOWFSw3O8J73sdlG3yRgiT73e+x4Ktxvo0AF46CHtu2hEfWGhqJ87dwrBQWLcahUhm8SPPwK//Vb3+G3bNE+63KeQh74h6qXRPRxLT/3JLuorK8UWfnrmzjWeQImEokT21Mt9pNdbP0+9Ufj9vn1iglUmlKfeZBJlOHwYeOWV6MLv5agZslWo3hit3ddTXV3XU6+qYoKAyhZroryTfU39ihXAaafV/zz1nQCM1VOvT0Ls84m6tmGDEOmxvLO0NOE0IFFPtseSJaGPqaoSdbpt27qiPprw+5oaLTKArkd/+/2hbW1qR/UJv5cnuOLJvC9TVRX7cl6mwWFRD0QW9UeOiNBgfei52SySa+kN0lBGkZGoX7RIzNLpmTtXGJ579mgDcn1Fvd5Try93JPHs94sy2e3xh+GfqqK+MTz1e/fCWl0NxCrqq6uBP/4RuO8+Lfze6YxN1NMAQUs9IiGfWxZWlZXBEwR+P/B//xf8+9JS4H//E/+224WHxmIRCfdcruAENnpChd8nJ4trG/UL7KlveI73RMmddwLXX68JHpq4iiX83mYTSY2IqqroIq+6dxcRXnJGcL1BZRS6qSjAzJnBycfoN7IRGCulpcGfjZIzHcs19Sd7+L3RRPlttwF5eZF3zZFZtw4tN2yI7FWLx1NfVAS8+GLd70nU6z31v/0m1u7LyOeW+0gS9Zs3C4ESjafe5Qpui+SB1PcTsaypl8Ox4/HUn+yTuZWV9cpaX0t9k2p6PFDkPigeUV9QAGzcGH7sJ+Rj09M1T73fr02WnnOO6LONqKoC/vpXcazcZzudkW0+EvWUZJVsHTrO7xftJhx6T3084fc+X+xLt/Ts2FE3mpk57rCoByJ37rt2CY98VZU4Zvp08b3ZrBk7csdhlJSL1tTrE+UBxtf+7jsRlnPkiDYY6cPv6dhYPfWhwu8jCU86T0VF/UV9LFu8nQyDaSOsqbf27AlbVVXsop4MouTk+nvqExLEuz5yJHREimx0pqfXFfWy4PH7hbdSXv9VUSEGcEDz1D/5pJg5J1FP9W73bpGZVj6fUfh9YqJINnXzzXXLezxEvdPZtHZLqC/1aOOmt95CSrh8D0bQ8qF4PPVvvw3ccYfoT+Wokmg89XY70KKFqNeyqNeHeYZajyl7YeREefUR9TfeGPzZ6Bw+n2gXDRFGLoffnwqeenl7LuLtt6Of6D10CLj2Wij79yP10KHIol6/pt7rjSzqKyqE911PqPB7o0le+bPcnlNTRXnS04PPEa2nHggW9Y88IpKZ0b2GE/XUnsl7C2h2Tyyinsbv+k7M/+tfJ26/Lvdl9aGhs99HG35P74ZEfVJS8NgfrrxERoawt43Kv2yZ8fFU1/TnitZTX10t6vO0acaiPlTEoKxf6rOmvqE89fHsrsE0OKe2qKfZwEihhQ6HMMBqakTF/eYb8T2Jev3gbJQ9WE6UN38+8Oyz2v8ZNUCvV/OSkoDRe+oB4LXXxH3E4qmnQVUv6iN5xGVRH+3+nXrkTu5U8tTXxyBYudI4FDcKzLGEFBNHjogkXjabJupj8dRTojxA1PnPPxdec1lMy7z0kti2aMAAYNAgrbwWixBf+vB7oK7RSsYqiXqzWRzvcgWH4H32GXD77dqxRp76qirNwDGq58ejPr71FvDrr8f2GicC8i4HcT5T8913o7lRwrdwUH0hAyiWNZRWq8j70KePJnboXJHuweMR9bO8XPTDNAZRfaNt9ULteS8bij6fqJ+JifGJerq2Pj9KKFG/a5eWTKo+NGb2+xkzIucqaGhCLWmLdkw4cKB2Nw6FcihEWlMv151oPPX6kH0ilKfe6aybcySUpz41VZybjqVzRRL19HtAqzM+H/D998KGons1qq8USSOH39N7p74mUvi93w8cPBjs2a/vZO6UKSfuJFasdkIoGnpNfTSeelXVnqvPJ6KPcnKiE/Xy/8vh9zKKIuqCEbKol88VzZp6qzV4CQ7147KoD5fbh/6WRb08aRoJuV43hKg/Uev2iQg5ohqYU1vURzsb6HAEG4HU4Ewm47VW+gb13/+KcE8Kv589O/j/Q4l6mlkmA9BqFQ2PtrQDtL21Q3Ueb70VOvw+Xk99eXn9PfX6f4fjZBD1sXrq33lHW5axe7cIbYqHWBLFEIWFQrTQmnoS6uFEvd2uCQ59+D1590KVo7JShLY99BDw4IOacdGiRbCol7fHk8tCAxogypCUpLUTvaee1loSRp760lItuoG8SzLHw1Pvcp0as96yJ60ez9QfjRiXof5cVUU9icUY8fmEV6VdO02M6z0sofB6Rf0rKxPiRlGAP/wBGD9e/D9tLRStp373brFem64fyzOk8+uz3YcS9U5nw4TKN2b2+40bI+eNaWj0nnqaTIlW1NO79XphdrvF+B2rpz7SmvpQY7/LZSzqjcaDUGvq09JEGei+6VzxhN/7/SLBJIVCR+o3aMLL59PeQ7Th9xs3Au3bN3yivGj2Hm/KNIaol39H9TgxMXZRL4ffy+8pISF0XamPpz4pKdiWJhuEjovWUy+H3ytK9OOZ3BbiEfULFgCLF4t/s6c+Jkxz5hyb8x6TszYV5EYrz/LpjRwawMj4k9cxyrO++nMRq1eLPxR+Hy7BDOH1inVuOTnifBkZxp56IlTHdfvtoT31+oE8klih8+zeXT9RT2WPJfxeVeMbDL/4IvZjjgWxeiLXrAn2LMQ5SKpA9Gvc3nhDhJgVFQlRT556ygweTtQ7nWJwowRzZIiqqha5Euoe7HbxGxJ4JJRathTiRxZs9Az1ol5uQ2azmMwgT708sFNWZEL21Fss4rfV1VpZ5AkAuQzHQtSrqhYZ0FSSMt15Z2hPQizUw1MPxCHq6Z0nJYm+NZbdOOTtQZOTRb+emSk+R+OpT00VdT4pKXiPeSDYU290LjLcAFFHdu4Uyb/0Hh79NY3aLrXHWER9fT0xRUVisrKxPPVut5i0W778+F2zrEyrH4D2jqJt49K+20mlpUCbNtGvqVdVrf+22cKL+mg89SS04/HU071Sot5Yw+/p/LKoD2WzUJtKTBT3LffzJM5VNbxglCfKGjJR3onarzfUZEN9lxrGGn5P15KjvgBtmWq04feKooXf6+2lhITguvLCC8E2RShR7/MFL2sZNUrsbEKYzcEREvGKenJsuN3hJyCMzkFjr9kMjBgh+sfCwujyfRw4oN1PUxX1c+YAn3xy/K8bb7RzBE5tUS+HnFAj2LBB7IUtQ4OXxWIs6iN56mlbLRIX+vD8UJ56ux3IyhLXkUW9vKaeMOq4qJOuz5r60lItIyp1NPfdF72oT0oKDnf0+bSyxxJ+T8fGyowZsR9zLIjVICgr05ZdxDrz7fOJSST52klJwd8Z8eSTwMKFwZ76sjJNaIQygKie0eC2caPWrkwmLRGXfP+VlcAHHwDz5mminurlVVcB48ZpnnqLRRM/VBdkg9JI1JOnngY5en7hPPU+n1gm4PFo5TcS9cfKUz97tsgDANTdpudE5Y03QicQihZaPlSPZ6rGK+pTU4V35tCh4MmecMjb2aWkiOOzssTnSO2Uwu8B0SYVxVjUh3r/1dXBor64WEz8hgu/f/ppkfhSD5VVbzTG6qmPJcHWQw+JzP4eD3DDDZG9pQ2NxyOWzw0ZcnyvKY/X9AyjHRMogZXPh8TSUqht24Y/Tu7T/H5Rv+x2MbFgNG77fCLpXShPvTzJGW5N/UsvBZ+T6lFKSrCtYTaLNhBqPDl4UPTvcvi9PDGVmCjGi19+ic5Tn5io2Wm0dMHnE+NKpOco30tDTeaeqPmBGqpc9fHUUx/TEJ56my26RHk+H3DJJWJ7OKPwe1WtK+p/+03rt/Th93LCXZdL9DV07KJFIjJLrnfyuEP9BPXJ4YSykaivqRHtLZbwe9lTv3ixGFPmzxf9dCTkybamGl1YU9MwjokYUUIt56gnLOqpEemTD8nQC5eTaFByomjC751OTWSoat21S0ZGjc8nrtuqlTi2R4/YPfU0gBt56qurgbvvFuX/8kvteejPY7drBpt8X9HOMjmdwZ4gny/8XrdGyOuLYoWe7Vtv1V98xAuVO5aBrrRUe3+y5yUaysuDJ6ZkIyYc5B0pLg5eU5+eLsoSylOfny+ygNPg9vvvmghPSAhOUESsXQv84x8i6Z3eU5+aKs7TooW4vj5RHpWVCCXqo/XUy6HAn38eLOqN1hnGIuorKkS47wcfRP5tUZH4Pd1TPKL+kUdiPwYI7Q041scCWv2sj6iP9QCqLyTKly8XGY6jQRb1XboAl14qJsEAUV/lbe70eL2i/lHboKgSItKa+srK4LEKEOehtv2Xv9Q9pqrKeB251wtcfDEwcmRwezLy2JHRaGRgb9wYfdZjem4eD/D+++Lfx9tTf7wNOH2uBtljHE0bl4z3JForHMlTLyfkTUoSbbRzZ225nkxVFfDqq6GXe8h5WcKtqf/+++Ayy576mhrtfZvNIgrL6L17PCLk/cCBumvqqY7SWDRjRui+mOowJUujMYKEPK3xDzcmU133+7UM/g0x0Xq8RL3eORWJE0HUv/IKTMuWBXvqo5koBUSdkPNNJCREnygvK0uMA3L4vaJou/foRb18jySk6Xs54S5tQSpPeu7cqdV9RQlOUEj9I42p4RLm0jOizPmUbT81NX5PPZU72mVR9Lunnmq6a+obalmNjFGydEDUrfPOE/8OF/laD05tUU8zcEDd0CwZGrx69BDJgnw+4M03tfXKkcLvXS5NZAB1t00K5al3OjVRP2NGsKiPxlNPCZCM1tTX1Agx5vOJTLx0DjrP4cNixlw2RmRh6XBEP8DJg//x9tR7PKITXbvWOAvx8YDKHaunnkR9PJ56OaRM9gyFgwQwrWdMThYTIZmZQkz4fMDrrwMffhh83KpVwNChYiCiMM2jR7U1bZSZXL5+cbEQsQ5HXVEPiDreooX4t9sdvPYaqFun5AHIZBJ/aE29HIJn5KmX236zZloET69exs8sFlGfmSlEz/XXR/6tnGU6XgMy3H664bjmmviOA+JfikNQ9FM9DGZTrMdSX0aivrhYhPVGgxx+n5kJjB2rifqqKi1skXZJ0V83NVW0DUUJL+qN7qmyUquT9Lc8FmzcWPc4i8V4UtDrFZEprVuL9ionXtITzlMfi7ddFvXE8VxTTyL1eKIX9bF66qXEiAlHj0Jt1Up7R3Z73b3u5YlKr1f0KQ6H2EoxVIb7cIkZAc1OItuFlmOtXKlFHiYkaP2XPEmXmipywrz+unbeVq2M6wzZLDU1wfVa9tRXV2t9ejSeeptNeB1ff13UP6qvsYr6+nrqw7WvY0Fenvh78eLos/w3BF6veI8vvxz7sYHoxLhFfVKSFpFBnnq5jcm75hDk8KClWPI5qT+mpStLl2rHULnk8UAW9XSOfv3Elne//CI+OxzBy2NSUrQJZTqWnGbRiHpyNJJNRLtNRIPeU0/3o3eUhMLrFWVdvrzpht8fi6WO+m1iCYfjmCdAPrVFvd9fd32XUcdNjaV7dyEQfT7h3aYZsnCe+u3bRcO0WMQfOdxSnhnTQ420dWvNy6/31Bt5MGXIQ27kqVcULfGY3a6tKaX7+OknEYotI9+XyRS9Ma/3qsbqqa+PqHe7xWRMY3hoCHkNZbSUlmoDUKxr1GTPvqIEnycc8p7uVqsYHEpKhNCtqBCD3rvvCk+8THm58B7JBmZZGdCtm5gBJ0+9fP3iYpRVW7F6TzPM3tcX7xRegpdntsfzz4uNIV7ekYt3Dl6EL3AFfj/cGYdSesCvSuH3oRLlAcHh93pPvX6tpt5TT8abySTyMRgNUtGKenpnZChEQg7jizf8njz9sWK0Y0e06EVFrNDaw3oYlaZYPUMkLlNTxfspKop+60fZUw+IfpVEvbw3sdE6PQq/l3d4kEV9UlJ4UU+hoYoilsnQ9WXPrD5ywmrVJgbljPf79onrp6WJvjwaUa8XB5dfLs4TrTA3EvXH21PfGKJeHqtj9dQHfqNQorykJO0dLVwodvTQ/17u0yjPSdeuwet5CRL1+rLIE2303vTh9998o+UIGjMGuOAC8W+9p17uX7xe4MwzjesMfVdTU9ehQPWaHC/UZ+jrqyyyaGLZ7Rb9lMWi5ZiRtxg2Qg7nbghPPdlLx0vU0/VGjIhueQyVq75r671e4RCKtNzPiMA7VijnARD5mcvh94mJoo9MTTX21F93Xd3jSdAmJWmJcfWinurQU09p92gk6p3OulsD5uSIPCLyOCn3f6mpYo0+oLUzenfRiPqCAnEPBw+KclCOmGigNi6L+q++in6rUY9H2xUsHlF/jNaVx0S8nvq77gJuucX4/0I9u+OQJJNFvc0mGrMs6kOF39MaX69XiC67XRtcjDz1Xq9Yj15YqHnq5ZdKnqFoPPUpKWItjrymXvZsGnV8elEvr6mXk9XV1Ih1zPK9U8Z/+byTJ4v19IMHCwM4WpGs37823vD7eD31QP2NuU8/1QyWWJE8LVHjcMQffq/7vUKDSTTCh7x6ZOyrqnjXtOadQvNl3G7x25oaUUcHDxbtY8UK4IEHAFWFEwlYtLs9nnxS2H5t/nodWqAMF338Zzy6/Tp8XnMxfl2fjrVrgS1bgMXFp+GLfYPxIh7ElWWvo/37TyMp7yv0X/ACrscMvPxVOyxVhsLjVsOH39OALEcuyPWOPPUkjChPhtksvjNqm9GIennHjGiRowjiNSDjFeeyGI2V+op6EhSNIerJUx+NqN+3T0s8Jov65GSRvAwIznhstCyBwu/Jo2nkqc/LE6HKocLvv/tO/Jv6dzkSxeOpO9lKbfqll4RnFRCh0p98onmo7Hat3sfiqZ85U4T218dTf7zX1B/vxI71Db+Xxg8zeZjliWL9+9J76un9pqaGFtJGnnq3W6un+iS7FH5PY43eWNV76uV+yeMR4f5G9YyeTU1NcBvzeDQDWl7yaNRvyJOjt94qnDGAKC/17+E89evXi7Bpshf8fuCHH4Sgq48gp36yob2CoZAFkz461Ah5meCTT8Z/XZ9POAPiadeBPjP10CGY/vc/rTzhkD31iYnakkGyk+XjjRxRNO4nJhqLeodD/E27ANE9yhNnVFcdjrq5WTIyxHXlcsj9X0qK9n5MJlEWqivhxmW/X1z34EFh1+zZI8ah9PT49qmncejf/9byAUSCPPU0CRCrqI82j82xJF5Rv2aNcHIZEer5Ux3QJ8htQE5pUa9QMha9qA/lqZeNn7IyLcFTKE89rWM8ckTz1APayyQjMpyob9kSMJthd1uw/vTr8f2qHHy4bTBe+bQlXrZMxrR7t+BjTMTiTc2xf79ubKWBVPbUd+ok9leWRb3dLmb7ZE+9kajPyxPhps2aiY4qWtFCg+PDDweH30c7uMXjqf/uO21GHgjukONh9Wrj9YjREI+nPjU1/kR5ZPQAUE2m6I0Jk0kz7kjUA+J9U8gj7WEv43IFZ/Tu3x8oLUWZPRHTl/RELuYgE+WY+O2fsGMHMGEC8OWFb+IoMnHklkexoffVWKCOxsz3KvDpp2JL5q/HvY35/1iO5RP/h4NoD8d/38am8+/DP7p/hE7Yh5/Wt8Af8R2ap7mRe2cnvFD0Z2zdCtG2aGCUvUuyx0l+lrKolz31dLzRIBWNQX/VVVq9j/bdyev9412XWFER3wAV7cy8EQ0h6uOdxAhsl5hw9CgUvccyFOS9BDRR7/dHFvV//7sQ/7JnBhBr5O6+W/xbNsKMRL3eU28k6qdO1cYZPRUV2pao1J8lJIj6RucPJertdmGAlZWJLTMPHxb/R+HZPp+o89GI+gULhFEDiPLH6qmXc0zEK3IOHKgbNRSJhvLUT5wIPPZYdL+lyCci1vB7afww0fpeeUw08rDLkRstWmg2iJEhGcpTT5O1gLbnuz78nsZYuz3YQ6n31MsRRPIEq1FZgLqeerkvlG0uowlWWdT36aO1dYdDC78P56lfsUIs16OyUDtbvbp+gpyudbw89bKoN0Vh6lO5XC6xC068eL2ivsUTih3oM7NWr4b5oYfqinIj9J768nLRpxt56kMtH7JYxLaiFAYvL8+qqdGWJVJdkMdnORGmwyGOkZ83ifpQ0by0HAsQx9ls2lLRSJ76du2EqDebxbVNJnHvsYTf6z31gBjTY/HUxyvqTwTiFfWhcnT99lvo52CUh6GBOaVFvflvfxONNTExeGZbfsHFxVrnmJSkGT9yRm/9wCpn0wa0vbZpUCXlTbOCusajqsDminZ4fe1QTJwxBp0P/oqUFGE7PvZ+d7xbMA4Ll6VisXsIvt95Gt7o/G9c+9oQdO0qnP8XXgg88wywdmuiSCAli/rBg8X6Z2mbHLhcooLKExo0aNM90ASB2Sw6oczM6I0ju12E/dGgGG/4fSwNb/x4MbDQs62vMVdQoHnjYiWeSAPar5qOizP83m+1ig46UqghEJwMRlGEYWSxaImOKPGcvjNyu2t/4zNZMXfwExhvmYPsbOD179thBH7BegzAodv+gU8+8uPOtt/inMTVyLTaxTsh8SOHqdMk2Mcfi6Kl2dA9oxgTmi/GU3gS3/1lLoqQhd/PexRj2m/BoprBGDgQ6PXza3h000Ss3NcKqjlgFMqeTL1Q9/s1I5AS5NEaylCiPpKn3u8X4k+fyyBS6BWVY9Mm4S2Kx4CMdy/xeEW9zaYZ7F98IdbOxkp9PPWdOgEAkouLoYTLJyB7CnftEsY+IOptz57i35FEPWWl13vqyRD78MPIot7rhS85DeW21sjPBzZXtsemyg7YskU4B/dUtkQF0kW/bfT+5QkUGpdsNuCii4BHH9U8JzI0kUUhkmvXCsOjoEDz1Dsc4vlbLNGF32/ZErw+O1ZPve6ZxMWmTdo61WhpKFG/bFn0+zo3oKfeROOnLOrDeeo9HlG/t20zfvZAeFFPbcJq1UQSUNdTX1Gh2TMHDgRHrIQS9XTtXbuCP1ssYuzTe+oJWdQb3b8+bwo9e9qWmCYiQnnq6d5cLvF7eR328VxTH0vuFj3y9qhAdG2MrlXfhGder+apl99tNATKbK2pgZqaWncS3uh8ek99ebmoc0Zb2unbflGRWFJrNoukod26ifct113K76D31Mvh91arsG+fe05LhEoYeerlia2UFK1dmUziHoqKRB2mNmZkO/j9YrecqiptGZfTKY6Lx1Mv92cVFdEnypPD7+OtN2VlIjdTYxCvqCcNqH83U6fWfQ55eSI6jupqSQnUaJdlxsgpLeoBGHvq5U4gKwuYNUtbc2O3i0pABhs1bn1oDXnxCRIp8vo6GnhcLqiqyJ/wwANi6dvgVa/jm70DcFr7arzd+z84fFj0VevXA4sWKfj2/XJ83fYezMlT8Ntzv2P/SzNRUyMcKJddJvqXEU9fgHY4iEe+OAPb0DN4Hb68B6vHIyYvjDz1VNnvukv87XRq61CjNY42bQI6dhSN/8UXY0+UF2/4vRwiRWvq483Uffhw/KKe6ka0xqvfLwwk2VMfa/h9oD77rFbN4Ir0/Gw24Y0kYz0tTXg5bDbNC0/nl3G7Ualk4N+F16LbtAdx81MdMOCClti+HVg5uxiP4Hn0xA4oPq+4pzffFPfUrFnw1khyKJYc2QJomcLpOTgcMEFF/11f4/7Tf8Hs1KtRUujF070/w357K1z4wlj0GH8ansGjyPe20cpsNtf11FdXa8ll9J56uXP+7juR8M7I2ProI5Es5ocfgN69xSCl99RHai9kjD7wgOgMYq3vqhq/aIlX1Kenawb7Qw9pGa5jwUjUP/KIlsAzHGefDd/UqbBVVUEJZ4Rce604/8aNQsx27Ci+T0nREjLKe4kbQeJHL+qJ0aMBlwt+jw979gDfHz0Xz0314/bbhb3Yvz/Q/LV/wDLyXDTb/Bs6dQKG5D2Oc+Y/gbPPBgYNAno8PB6ZqIANbrR94X6MGAHcdpuInP8N58Ap3yIJfOpPTSZjT73VKgyQjz8OTjpZVBQs6h94IDpPPYk4ecI02okkOcKhdWvg66/jF/XV1bH353LCtfpQWKhtYxgJ8gQS8XrqA3+rslAxErU+nygfiRMaS6jOVlQEG6JkjOvfg8sl1mPTHve0Pl1RgvcE93hEXSRR36GD8HZ7vcKBMG5csMCUk4StWAH861/B16SlXKFEvRx+H8pTrx9LyHNK2e/1yxj0903jUvPmwWWvj6c+WlG/bJkow5NPAn/+c3zX0vfn0dgPDSnqjxwR/ezAgUI0R0ugPVtpLNSLcrJDKa/IfffVFfVVVZpQpu0MCX3bX7wY+Pbb4PaZmhocZVJdLc5F4pXuUfbUW63CRszPF9eWz5eRYawRANEG+vfXxh6zWVyrqEhERMrtTI+qarlcTCatXcYi6uWJMTm6oLz8+ITfE++/L3ZhaQziiRL0erXlb/rnZNR+/vc/keyc6sC+fdHnWooRFvVGa+r1nW5BgWh0cphidrbwjsjhK4T8HXk1VVU09Joa0VF88glw3nk4amqBl5eejV69gP/7P9Ef/fe/QOngcZg/9O944qqduPDtK5GTo4tWs9m0jiOwTiwhQeSf+cvOSfj6rRKUPD8d75puw/6SFJyOdRjx/WTMKRwkxnM5/N7jEReW74MMOPq8ebP4m9YM0exjpJD25GQtlKu6WmShPV6J8vTh90ZJTKKlpEQshYiHWCclfD7x3OREPTSR9PzzkY+nJRUQnnqlslIbWMKRkCAMvk2bxOe0NPG8rNbgtWLSfZSWAk/8cA46XnoGZtWMxr/H/oj9+8VudZ07Q3hSfT5ReQsKRFIlyv6amSn+rV+WAmhJIQmbTRMtgDbYUZKukhKkPvc4Lu+6Fh+f9yaKXv8az04qxRIMQ7dv/o3R9m/xySeAy28Nvg6J+rQ0bcKNtqukkHxi40Zg3jxjQ/LBB8XersuXi4cii3o6R6QwdQrrJpEca32X94uNFY9HZHH/5pvYjktM1PrOnBxtp4NYoH5Gvt/Fi7VMw+Fo3RrqWWfBVlUV/r4rK8VznTpV/C49XVtHmZgojFB5Cy0jyFNNnpkAJSVivuevz6ThvC1vIG3eFzithw9Tjj6M1T+UoIW1EhdfLKKnfvzDyziweC8qz82F1wtU3XgfKibeiaqqgG00aw7KkYFtOA1f/t+nuPFGMeeweDFwOb5CBiowHIvxHB7G1qPZwqNPQpmiTPSinup7fr7mQX3hBc0rSonUtmypm/eFkEX9nDlii1B67zTZEQ2yUFNVMYMdr6ivqop9SRVNekXrZQ8FJc6Khkie+jVrgLlzwx8v/22z1Q2/f/FFMeOvquJ9LFkiZvhJcNxzjxDYgMjELe+RrN/fWy4nCaNrrhE5ZXJyxH7e5PXWiXoVCiqQjnx7S2yo7ITlSSOxsqQzVuMMrMXp2IluKLEna93qnj1aoj26Znq6caI8wu/XJmeN7LXiYm2iDhDPhvIXReOpJ4+syyXOI4v64+Gpf/990Y8WF8cmiGX0AisWTz2153iXVZGtsnu3yGewYEH0xwbsFhtNtOvfEZWJJvPIlqAow6Qk8ZuUFOPs9/oxorKy7ra5MiTqybEhR+FKnnqPYsMG9MNHuAZ/3XMrJvo+xHn4BV2xC9nP3oNMHEXKzVciGwXoiW04b2Jb3HYb8OLuCVg87K9wJQciYkymYFEfbucivz94MoCeR3q6SMy3YoX4bteu0GNjqGgQedI2HA0Vfl9eHnlSvT5s3w6cf77x/8XjqS8r08Yy/USR0XOQbUxAGA00CdrAWCL/5CSHQtnkgVZ+weRdb9YsOPx+8GCxD+irr9ad6ZFFfbNm2gwfifqUFKzqfjXeWAh86n8YZ2wvwOP/FomEa+3Kf9oBR4KoOIMH1y23vFc9JX8h/vMf4MYbYfM5cFHyYlw08XuUbf0P3u4yDTcvuwWt+gN/TR6Fq/A9zDTrTeFasqdeniWl7KkOh/BY+3zCQC4vF6GcoUhJ0QwI6pCPl6jXe+rrs5+2qka3Li1UOYDojVevNzhcnmZ5Kyq0RFeRrhcwRPwUPpiTEzkzOq3rkpMiZWRoYeiSp76iQswv/Pe/wLBWbTHrfwcx4sFxUE6fDOidmCaTqPvffCP29aaBJz1dWwenR++pt9k0T73sKTKbtX/PmSNmtQAkJim4YoQLV9x/CQ5f9yg+/sCLJ5+8AJPy38Xt7fNwx343cu69Ijj8vrJS2w7PKPyeRL/RQFhSIgzA5cvFbgsrV2rGIL3PiorI3j1FiV/U03OI11O/dm3shhz1j0D8ot7IU6/fFzgcVius1dVQli8HXntN8+bIkOFB4jQ5WbxzisCSJ+zmzRMTtnoCxq7q9mDN1iTMfltE1a1aJSKchw0y44bUmXij/zT0SDkE66a1wJDrhTExZow4x3f7gG6JQJdWYkpdt6ZeSUxABiqRgUp0zdmLYTcE/kNVoZpysBtd8TNG4Tv8EU9WPYku2IOb3muGa+8CWtN59OH3+qR0JDLpb3lcixR+73IJA+XIEe39xLLkQy9uSRjGA4n64mLxPqNJukSiPt6+nKCovWiQo/OAup76Q4eMs9LLxwPaczIKv6+uFu99zRpt4pdCfi0WkfyKcDjEUpFffxWTCaGEgxyR0ry56K9btRL5Gx58EIfVHKzY1QcrpnfHxsMtsHvvndh7JBVOJECZ60eGqQqJ+X6oVybBj7nwwYwqpMHzmw2wAanmz9H8VzdaOwci6xLRNWbVtEeW6w5k7bAga2s2snoCWe40NFMVzQNF9TSUp/7HH4P7gNattfdNE3jhEuU5nWK8t1rFfcuTDg0h6iPVdxKMoRK1RoO8/AGIXtRTdJrbLcZ+VQXee0/MWkY74Uv3V1UFtG+veTSjIdCmLE6nCL/X3wflGpEjZSk/AnnqSdQnJNRdk0913e0WzouSkuhEvaJoS68AVLls+PXnJPw8HVg07x9Yn52KBPyOftiIfn43+iX8hnHe79AWh5D+8CNIeGwyzI89iaonX0SFPxUFf3wb250p+K2sF/79JzHkn5O9EZdu2YjLzRvQ+vBq4PTTw+fl8fs1by+Vnzz1a9eKyZSzzgKmTRORagMGaMcePCjs9+bNg0PvaVyI1lNf3+z3RHl59LvPxMPhw8DPP2ufZ88WUSRt29btn6Ph6FFRt/fsMRb1+mdH0UP0HuXtixsY9tRT+L08Ayd3uhkZ2owhGT/0YkLtU09CWU6+5HLB7rXhvcJcDP72bxg1SpxyWYcr8dsf/41rrpEE/d694njaCs8I2ZOpF/WAKCutf3Y60TzZiUfO/R37rngYd98N/G3zRAzCaswvGqDdO3nrgbqJ8mTB8PjjYu/NXbvqioAnngj+nJoq1tjZbNo5QoXfGwnWLVu0dZPxeOrlENF4Zr3/8hdRLjkXQqz4fLEZrz6ftt8qfaaszdEINlnUWyxa+P1VV4Vf40bvhcS7oghLi8RtYiJcsOG/P/VD167CGfTjj8D8CW9g5HCfCK8PtW6TjIWCAnEfqip2hgBCi3r9tmEk6uUJj27dtA50yxbxfySUAu2jTXMnHlL/jW3bgBmn/xerdmWiU1cTJn53JZZX9qrrqZe3xFu8WKs3NPiRIXnokJjVoPJ6vaI9UH8iL59o0SKyYKaMqI0l6oHYt5iR+554J75CifooDVrVZhPhmocPh55UIC+L16ttcyh762XGjQv+XF0NuN3YVd4ST73WEj1mPovzL83E5s2iezh8WFS9d15z4aaEj9EnaQ+svoBXX782kZIq0TIFfaI8/dphQIgQvx8KgG7YjVvxDr7HH1GClpiCqZjzUxLatweumXkp1mFAXU+9PDaRqKf3Jot6rzdy+D0tY5JDDGPx1FMfetdd2vVi9dSXlorxp6pKvNdPPxWdUTRQP1pfUU9Re9Gg99RT3gkS9ZHCP/WTwkaJ8ijiTs5RUl1tvFTE5QLWrRORR/RZvo58XancHljx49rmmDxrGHo7V6P9TzPw+Mo/orBIwejTj+CFS5di7QUPoRwZ8F5wEY52ORMFl9+LwoM+FCMLpWgJFxJQc/b5OHQIWHbuQ/jorFfwSNeZGDfGh7ZtgdJyM352DcN/d+bi5lcGYPBgoOUPHyPBWY62OIgzsBrjDryJG4qfwyPbbsRL3nvw8ffpWLhQ3E5xMeDbvU9MrMqQ0S5vGRmNp74xwu9pvK+PqI/XU09Z3qlO5OeLSY1166K/Nl3L768b6RAJ6fmq5G2Xy059D52TbG2aBKbwe1o2qPfU09i4apVY7/TXvwqBZmRnq2qtqK/xJmD+kYGYUvYQhgwBmm1ajHumtsHRo8D9nb/D1k1+VGwtwBKcgzfHfo0pCf/BtfgI5+NnnDnQh37YhN6tS3B20gaMwQJcP64Yzz4LzDrrXygoEBp8/KN98enuwWi7ZzFyPd9gjn0U/HYDUT9zpnbvFHlK9Zv2vXc4NHuDolRlPvlEJEslByRttU22n37cMpoop3LF66mX7emjR4+tp14v2leu1BKZx+OpdzpFkkL6t4zRUkZ5iScAOBxiGdUxgEV9pPD7jAwxm0O/owzCJB7k9V2AWMsme+odDmxDT9xvfwZtrx2Fl0v/jJtOX4vDh4HXXwf65xypO6tDBg9law1VblnU79sXnGiCvJmpqeI8gU4uMUHF7bcD2yZMwbX4EFdueBRja77GBvQzFvXysyDjDxCdZUlJXe/IkiXBjTUrSzyvrCyt8ofy1OsnBADg/vu1NXexNjx5xsztji6cV8+0aeI+Tab4Z+lp0InFU69fN0n1IRpD0u+vHfR8NhuUmhot1CfUAKuq2nuRZxCnTgUsFqhuD77KPwu9sBXvLO2NDz4AfvoJOPtsiGdM9THUJBR9T6IeEN4iRTEW9Ubh92azeI+0zUynTkKA0Ttu21YTSXL2e5sNUFWY4MdFrddgDi7Bpiv+gdYoxugdr2LUqucxv2ooVLdH89LT8YcOiVBjoK6HaNEiUT8BMSBR+6GBVt5KsHnz6EQ9ENwXxUJ9RD3VzVijWWRPPYXFxgqJevl+I3nq5eRVFotYUy9vA6lH76mn7YtI1IbA5wO+f+AnXDi4An3Wf4x12xLxr34fo2ivA198AdxwgxR8QVsoUmQNGVbyfZCQlcoeJDCNklu1bi1mDmRPC4AU2PFnfIyf8pzYvBloluTEMCzBmH+dH5w/Tja0yPOl99RTrphwnnoaE6iOxOOpp3fcs6fWnmIV9SUlwstGy7/0dSccDRF+f801wWNhJPSinnZKCCXqv/lGhMvLxwPac5eFCvVFdB75WcqeehmnU0yM0NgdylPv9UI1mbFqlVi63Pb9Z3DtP3ui3JGIp21Po+yia7Bx/ON4b+1A3DvwV+QOLMBpGQXIQCVMroD4ognSQLkVkwnJ/mq0aQP0ST+A4bbluHzIQdx1ZQn+8Q/gzVtX4ZvBz2Bp75ux56OlqKkBqsZeju0pg/AVLscT+AcmJM1Hl4TDqPYmYIk6FNO+bIE77xSrArKyAFveLLRpq2DUKPEYp00DlnnPhAcWTbSGy37vcokohl27hCiVbZxIAnXnTi0ycfHi4LYUrainCRpKzhYP5JCha0Ur6skWpjGkY8dgT2400DjWvLl4fqH6ZCP0fbHNFpw5npKVUluQn5XTWTf8Xr8mn8YA+X4MPPUOlwk/HR2Ix7/oh3On5qLZvE9w686HUOBtib/8BdjTdQx2f70e77wDXNN2Ebr2MMN0Wg/Rt6ekiGuQ+CZvOkXsUTkCKIrwb9xzD/Dr5f/Dnv7/h6FYiluX3YSeT12N1/EXuOzSPbzyivh7797gcpvNoqEOGiTuO5yoLyoS9pM+0iUpSdyDPvw+lDNI76kPZf8ZIU9WlpZqDtCXXhJbUTYk+klc2RHr8cQn6i+4QNh/+nHAaHKDbA65L2dRf4yItKVderqYkUlOFr+127VOg7wdslFxyy2A3w+Pw4svP3TifOccnG7djBJ/c8x+diPW978Ofxm2XkvO+tFHdSsFGSrhPPWyaDGZRByoHKbv82lbjT3zjDZzGegEEhOBB/ESdg+9Fv2wEUOwDA+81w+V7kStDPo9Mjt31jqHxETREOUss0BQiBIAEa5ns4kcBHSfoba0M5qVzs8PLM42+H0kZFHvcok1RpQgKxaSk42jIaLF5wudlEfP3/9e1xCTRUKsnnqqIzSwhJpJlbcvkkXH0KHYfrQ1xlZ/hbt+vhyPJb6IdffNQG5uYKnuBx8Ab7yhhbqF89QDmqindb7yZIIMhUYRsqc+KUnc37BhIou50ykG0Oxs0T7lfeoBYe0NGBD0/LsfWYKX8QDye4/DhQm/4Zrl92Bw8WzMnJ0Av8kS7EGlSQ59+H1JiWaEUPg+oM3gksedPPUVFWJpTDgUJfYtH4n6euppbXUs6BMPxoN+60wgskErb9tjs8FKfYt+7Rog3hV5oslTH0rUB/pHl0tU6x49gDu+GIXzN/wHB9W2mPXUBlyW9TsS0w0GZLNZuxeKtDLy1MttW++pP+sscWEg+Jn4fHW9j9Kz6tYNeHXCQuSjA4a1y8cf/yjmu9auRXCbr6wEFi7UJqfkLe3Ceer9fk28Ux2Jx1NP74WM0Wjrz4UXamKBnid56mMR9eTNro+nft8+0WfFK+rl740i/V54QdvSChD/n5gIhbItk6d+8mTNViDngl7Uh/LUl5UFJeqtvY5UtM/z0nDmjLswapSoNp9d/BEOfrcG79zwGy5LmosMq5Q0uKJClIueK3nD5W30LJZgzytNlLdqJaJRqCy6NfWpZge6eHdgKJZhAr7F7akf44m27+K1zi/iK1yBX9/Zjh07RBHsdmDP+bdi5kwRcWy1ijzHF5e+j0yUY/Tml/ECHsTeI6nhPfW//iomc5s3D16aE6mu/vyzFnE4YkSwoI3FU1/f8Hs6jq4fTRtTVW3SQx4HQtXfUNDS0IyM0J56u924/ch9sc8nnsHLL2sOGfLU60W9HH5PnnqjRHkUBaET9S4kYPFi4KmnRL62ZvM/w7VrHsDeklTc2H8Nto26E/v6/gEzbLfj+uuBDqaD4rn06xdc/tRULdHepZeK78j2CrRjAMGJ8mRMJrRPr8Dj+Cf23fIMnjr/F7yOO9FtcCamTQu81rIycf7LL9faG9lfL78M9O2rCXO/33g7Z+oXfD7hnPj1V/F9Wpq2VFMet0LVQ72nPlJeGhn9RA3VsQcfFFEEDYmRqJcnFWK1tVwubQmf3t4yGg+pLbOoPw7oRT29YBqIcnKAK67QMlpSBvWkJC38XhpM8yvS8bjnCXTol45HXmqNi3rl48CSg/gI1+KcgXYoNmtwx9W5s2jY8h7L5DUJ56lXFE1sUFIvGRL1yckiG/egQcHZ7wPnbW4qxwvqg1iFM7FuXyZO2zcXn30GqHZd+H1amigjrc2jzknvqdeLekCInOzs4PBBoO7g5nLV7eRatAjePjAWqLMAxLWTkkSHF20Y/bffasnZ6ivqI+23On++KO/SpXUH0XjC7wO/89N5yFMfStSTMQXUXrumRuySdfpL16KnZQ+23/sabmo2C2ZVug9ab0iz4pE89YWFwfdAIX/6sOlLLtEmcwAt+z156qlTpO8sFtFGSdTTmnhA1P3u3YPfXyCkPtNUib8lvIB9tzyDa62f4/5Hk9C36Ed8ubabVj2pnclrjn0+YYiSwZeeXlfU02ePRwu/nz/f+PkAWvg9tY946rucYDEWPB5xL3oD7PTTwx9H4rA+kKdeNrSiWVMvb9VJ1NQIQ5aMFDq/1xvsqU9IEAb7gw+K7MN0SljxNm5Bjx4iXcrTTwP7Hn4Dj2IqWqEkOHxdD4l6Gg9UVRhHcn3Xiyy9qO/UCbjjDvFv+bn6/eJZG629liZ3W6IUTw79AXv2iPmuc84Brp51BfY9+4n4zf79IkJG3olFDr8P5am3WrX+lOoIjZnxeOotFm3iLZr68+OPwYm8AG1NvV4Uh4OiKeoj6u12UXdiWVMfTtTrjcqCApF7RP5dTo7wrgGaqN+zR9uK0MhTT9nvQ3nqSdRLDg27XaSl6NEDeOR/bXDDwA0oLASmTwfO77IPJotJ28IxcEzttfSiXhZPRUXacVTGpCRtnb4s6tPSgre0U9Xg+6J6Q+1fqq9JCX50TCnB0KHATTcJp98PPwBHOpyJFTgLE9qswEJciJ4f/g1nzH4Kr20aUTeASm6vGRnhE+Q+8kjwZ+pjCP3koq68htB4H2oJ0r59offIJqiNkKiPNvs9JT6V63asnnqLRXhdbbbQnvqvvhLr9IHg7UYTE+EP5MWpndiw24MnrOU+SH5WlCiPst8nJYk/+n7U64UfJqxHf7yABzH26Gdo9uS9uOIKYOtW4OqrgQ1dL8XBW5/CRy8W4+aev6FLSpFYXijbk16vllSYSE/XPPUEifp584JtAiMoUR4AW6oNE3uuwYakIXjx8Qq88oowYz4suBD+snLt94DmtCPIU09jklGIOCXc9Pu1vAe9ewsbv7y87u4Jst184IDYTYWiJkjUW61iqcbOnZHtbGobhw+LEJv6OgfCoa+/8pgRb/g9TRoZiXr9vdBkGfXHlLPsGMCiXr9Pvd5Tn5wM3HijGB3M5uDw84DQ8/hMmLW9N3JzgW6/v4/1/n547+nD2IVueHjkCrRqLc1UW63B4cZmszj3okXiM82sRVpTDwgPJJ1DPxO3c6eWobZlS0106UQ9df69sRU/Xf02Xmg+FfffD4xe8U9sP9K8dp9w5OWJWcnu3bX7B6IT9V26iBBSIpSoNwqDycwUBojJJDztsazZkZ+JzSZixfXhWOE4dEiIS5pFjFe8UPh9uOPHjhWdIYXv0nv/6CNtLXC04feB66g2G3zUcZBgDzUp4HTW/ka1WDFrlujfFy0Cljw0C69kPi6WPKWmBt8HTVBR/YrkqS8tDa7/5B2krVlCoV9Tb7eLZ2qxaFm8SdRT+Ly8PEX//goKtBn16mqkNE/AfeZXsXuTE/dmvI/7vzoHZ54JzMVFUH1+ES5s5Kkngy8jo66o16+pD5dRtrRUDIKVlVrm5nhEfWZm/J76Fi3qCpX168MfJ4dPq2psCcQIEvWy0IpmTT31j3KdIwNSTs5E4XD058ABUYc+/lgYn2YzVFVsI9t74X/xIh7Ec8/6sGF2PiZOBKyqO/hcgG4rkgCUtFE2GPQeD73IMpuNz3XoUN2wUTk6CwD+8AfxNz032uO4pgYtWgiH7/btQKLiRu8nr8Df8STs5W5txwl6d3KivFCeevm6ZITLhnYsWyj99FNwNE20xtz//V/wdSkrNYlaI554InjZS2ApTr1FfYsWsXnqadz1ekXSxLFjQ4t6/fZSPh+QnQ0lMPFZu6Wdx6MtkTM6TyRPvRR+fwQt8eTBW9ChA/Duu8CzzwK7Pl+De85Zo20YQxNQRqKe3gWVm7xVVNdbt9a265JFfdeuxqJe3tKOwsIJqjdU5+T6WlFhuDbXZFbQB1twV++fMQ/jUHT1A7hn4O/4YPcwtGkjVjzWzpdRe924ETjjDNHH33ij8di2YUPwZ71AkNtFtIny5JByo3b1hz+I7WXCQcdRXxxL+L3TGVy3aTI7WqxW8Q5sNm2HGz0U8erziT542jSx1E9R4Kd7I2cIELzrjZGnPiGhbqK8a64B/vjH2ns/eBCY7pqIiTfYkDO2H87B71iEkchNXYyVD3yKwkLht7r9dqCHYz2UZplaojx6hkbZ72Vatao7MUq21/z54vgLLtDOo+/7JVFPgtyUnIg/javChg2iXf7t6IM4a2QSFmN4ZFEPhBb1+r6e8kY1a6Y5BQl9vf7+e7H2jGx2Cr+32YQT9M03xYTX3r11nxFB7aCwMHi3ilg4ciQ6J11Di3qK9jMS9UaRYzTpRFrA4YgtqiEGWNRHWlNPRlifPtoMS+C47XusmLLyUnTYsQAPLJ6AoUOBPQMuxXfKeIw78whMUIPXlJEhpV83JK/PI8OTRH0okQRoa9BJ1MsV9957xcBIA2CrVqKDkssih7impECprsLEpFnYvh3onXYQA396AY/9tyXsSNKECkHCTF8xqeyEoogZWfmeQyXKMwqDocHb7xd7hMcyuyUPJq1bA889p0VXRAOFepNBHe9MYrTh9xSSJg+iH34YHLkRjWCj55qeroXf08AiP5PFi7UQ8YCnfie6IffQ27jtNrFN7m+/AQO7VGqTUXpRT15sCv+K5Kn3+8U5qCOONrTPSNTTdyTuKHxcTnQHaCJfL5JI1FP2e68XtiQz7sj8DLumfoU//xm4Fh9i+LRrsHhHVrCnnsKRk5O15DQ0+PfoEbyG3usV/68Py1q3TkzaqKowHPfuFZZlt27i/2MV9Q6HGJAbUtQD4c8nP1dFCY6siRYS9XI9kD1xoaD3HugT1Jwc7dryfcje8x9/FFtcUaI8iCR3F10k7PYHT8vDJvTFVcrnMHcJLNWR2324MpGBFk7Uy78D6nrq5e/l69L6ZKrTPXtqni7CZBL3JHnG2rcHpp//IRY9/Rt+wFic9vUz+NJ+MVSzRUuAmZoq6iq1RSMjSU6iSRMmVL9j8dR7vWIskpNZRtuvfv89MHx48K4SFEIa6hxPPx0c3UD3UV9R36xZ7BExqireTVaW5rHWL98D6vZVXq+Y9CRPPU1kkI0QLvyenpGMyyWeYXIy9uwB7v5kKDpiP5bUDMBnnwGrV4ucqhZF1yaTkkTfKwsPI089GbpGS01kT31ycl1Rb7SlncslhOxNN2nnCeGpr92FRA/ZPQG7pVnNQdw4Yg+WX/gYFi0Scxw9e4p0BwUVgTGtb19RlpYtRQb4yy+vKw70/QG9U/1SESqnomjlPXDAWPBGCr8P5Tnftk1r+3Rduz36NkaeelrSAoh6HioyKRRmsziObAaj/sThAG67TTi0ALELw2efBTmeFL8/WNRT/ZY99bKoJ6HldgPJyfCZbfh9Qxoe+e0S9O4tgqDe9lyPbh09+OrFfJShOWZf9yXuy/kCfdpXBuvrsjItSTZdiyb0Dx+u29aIPn2CbUyydwDxXWoqcOWVosxlZXXHWzlxq8kk7iWQNNlsFvMU2zPOxmVDD+MSzMalH12KXegqjpFtY6tVGwvDhd/LbYf6HbLp5Lqr76OOHtXqBrVFEvW7donGVF4eHIVB5OcDn3+una+8PH6B27p1cC6xUOgnTxrCUy+L+s8/F5FTdO5Qol5vvx4DWNRHWlMvz5qbzdhX3RLP4REMfP9+DBiZiZ0VrTCj01PYM/FxPP440A4Hte3hAscECWm9px4Inu3Ri/poBA9tlSc3DFoXRYbg889rxhQgvqMtxQBtbYjPh4wM4H9938JvOBcLMBp9bDsxZ43Ok2qQ8COo/AR57+SyxSLqjX4XLfoO84wzYgujDwwOtYNafcLvExIiixQS9bLQpWRbFOYUbfg9AKSlwW+xQFUU40R5335bO5NqL3fj8U1/wgCsR+fEw9i+XYgckwnaZBSJenkwk5eA6JPbyciGZfPmWnsz8iQZoRf1VN8pvMxiEWvwKdeF7KknUa8fhNPSNIGekiLOHfhtUqKKSZOAveiMsW024hLMxmVzbsRub0etj6BBjAwwmvw5+2yRFp3C3+RIDdlI+/574OGHtQHXbhcRBO3bB7/HSLhcwgvw9tvC+I0l27DdLkIhw2UqDhfqqTcYW7SIHBqqh5b5yEZGuMke+g1NelJ/kpYmZv1btgxu+3L4vbS1ld0unAmDBomolJ07gTt6/AQLfGKAlr2r8rkiIRt8+kR5egM3lKjXR5aQ15PailGbMZmEIaoPd/V4cNZAD5ZgGJ7u+j7uUf+L8585HxvRT5QzK0sIxnDh97JHiAy1Awe05R7RPJclS0TSU2qb1E5jmSz97be6dTTSmnq5320oUZ+SIoxmj0dsjxSpb6fnWlmphb2H8tSbTEI4UHIqnw/IyYFSWCg+U/i911vXU0/PcscOba2rQfj9apyBK3+/F716AWVVNvyOczC/3U248ELJ/tW3wb/9TRMt9Bzlek79sZxhXhaDRuH3Xbpo2boBY099TY22VhkI76mn3+rRi9KSEmEPeb0480yxgcLKlUDh/PXoueAVvIQHxCvNydGWIH3yCZCbG3wefd2ld6lfokLllNtXhw7A11/XLWskT30oz3mvXkJcyNelpaKxiHp6F717i6VJsYbfm0wiotNmM06CC2jXoJ0gysu1iXm6ll7Uk+0je+opYiVgQzutaZiFCbjhkdbIzgbG39oKRTVpePpp0VyXWEbgH5PKMXxgNWzwiKgZ2gVFhhwEsqeebNi2bcV1jbYInjEjeCtcRQnWAID2/9Oni/wm+mdH11EUw10akjyVmHL+CuxEd7RKdaBf4k5MWjURZf5M7Tw2m+ifgfCeernfobGcQnNkIRxK1Hs82nIDssPoHimpuJ7CQpHspSFEPZU7EvpxV7+mPl5RTw7Zxx8HpkzRzu33B1+TNJ7sqWdRf4yQRf327XVm4PyqgtWrgX/+Ezj7xl7o4dqAxaaReOCcFSjaWYWvzv0vxjZbAZNfmvUBtMpM4WqAZpTpPfWyqJfXfoZbU68/vqpKm8EHgkW9HIZMnQutFZNFPXmJA5yBtVhqOQ9T/rgZ196SiEsvlZweVCH1g45R+D0Q3GhDhd+Halz6Bhlt2KN+LSugzbZGAyUPq++aeq9XPGsyhvPzjctAol2eGbfbtbWRMYbfIyVFE7Qk6mkWnjzNTie+/x7oM6495h/ojV9v/RCvd34BzZtL5yOxbuSplwftcOH3csfbsqV2H2ToRIJCO/UznRR+bzYLwfDZZ8FhonT/Ru+PRD2giW76beD5p6Eaj3f9BDvRHS18xei37Qs88npHVCIwCUbRLgkJ2taBVF5aF+r1aplP5fZCdZGMBlp6I8/sR8Pq1SKct6pKJGcymh0PRVmZtv9wqHXC4US6XpTF6qmnNc56UW+UdIf6RTn8O5BteOeECeL3BQVCpIYS9YF+a9G6TAwYIHbLXLlS5C9s1gxau8vP17LxxirqI3nqZcJ56uX3T3Wc2pdRmzGZNEGkqlr+hoDhZYKK6zO+wQ70wJndKnBW8fe48/txOHLUopVZL+qp7yUDLzlZGHSpqWJtb4cO0Xvqv/9eK7s88RZtPbdYtPuTyxeLqJcnIeOFhBLt6Tl9urGBry+716tFBSlKaFFvNosIrSuuEJ+93rrL10j4yVnO5Sg5iriQPPV+PzC36AxcsOctnIfFyLaVYvt24JNLv8JArKv7DPUeWpNJlDvSmnqyZ/R9O4Xf0/u46y5g6NDgiUGD3C4UVVDHjtF76t97L7QAlZcFAKKPat06qG337Qt81fIv+PbMf+Id3IIzzgCWl3YLzsSt39o2lKee+kC3W/xeVeuKekBMGughoRoqrDic55zeh+ypj1XUU985bJh4F9FG0wFa//jhh9qWckbQ+E8JIUtLoxf1Ok+9z+XFwqqzcdOP1yDrxYfwEP6N1jkWzJoFFG08ghnnvYfLLgssbadnS8/JahXtUf88L7xQC2mne5LvxesF/vQn43urXa8iQfdBfbjHo0WnyMiinjz1+l0aXC6gqAhZKMabf/oRK1Yo2FLRBl1nPIZ//zvwmGw2bfmfkagnh4Re1Pt8Wvn1yZrlelteri1zIRvQ7RYTQX36iN/X1Ihlu0b9ihwNIov6eBx40UzQ6s+r99THatuTzUfLPfbv1+w4OUqDkMPvbTYOvz+m0Iux24HJk6F6fdhemIH3cCOuvx7Imf8+zj9fRMrefsVRFCAHc5pfi+vO2oaM5mato6YKQi+UOsZowu/l7dLkMKNoO1N5jbG83RDtx6v3WAIiA9qAAWFFPQCYMtNx2zlbsG2b6BT79BF5NDylgdDLhhb1Ro1Lb/BE64mUBbAs6mMJvydRH0vYvh6vF2jTRhvAnnpKeGL0kKde9q44HMGiPobwezU9HX4ynClZi90uvCOffYa9R1Lxx0ndcP31wJTrC7D01vcw6P861BXmlM3WSNTL7zBc+L18TlnUh5sIkDFKlEffyWHYFB4qR6Tow++3bRN/U/g9oP2ejFb63KMHUFKCLFMJ3uo0FUt634qV21LRDbvw9s6R8FtsmgBNTtYSXFGCH+objDz1VKfkpD9eb3C2/WggDx4ghHlZWXTHzZsnJjLpXaSkGBuSRsYHQYYAHdeyZWRR73YLrx8QnKSNxErr1prRITNjBrBggTDeAW1tuM2GLTfcAJXWVdIuCPL1AMDpRLkrCbfhTfzhL21x993A778LY74WMhAOHAgt6qNJAER1TVXFpMkzzwTv+kBYLNGF35Oop/YVStTTxIjTqe20QN4UAKiuRjqq8O+bt2F9x/E4VJmK7t2Bl/aMh9trCp5YoXPK7z85WfRHHToIQ6ZDh+g89evWaVuTyhNn+pwM4dZgDh4sUlPTsjIiXPg9EBwVRF7yeD318rKbv/9dPK/q6siTGvQ+q6o0zyAJcn35qWzyGmwSuoBmjNMkoZGnnp6PxwOHPwFvvSXG7hvW3Y+Rlt+R33ow/tv3HXTqhLrZ7z/4QPscqp6FW1NPnnq5HPTvhx8WkyGAiIemvCher8gcT556INhTT4mK6Tx6T73XC9x8c+gyUzkcDnF+yoci1/UNG4CaGoxKW4V16xRMnAiMGiVec61Jo3cKGEUq+nyage92A9ddJ8Z8efkWYVRWepf63Ary/xuJenmCjJLGxSrq5aWgVLZoPfU+HzBxovbZKCqVoGvQkpKyMvH75GTtnn2+YFEvL1G127EdPTBpww1o99Ik/Hnjw0g3VWPBX2ZhJ3rg+RfNOPdcwJxgCe6Lqa7QdzabtguKzKefatvVAsEJbKlsoTCKFJHXyZOol3e4IIxEvZzsT1XFdzTmm0zo1w+Yd9X7+PKyz/Hpp8Jk+aD6/+CzBM4TylOfnh48TlIfRWOFbJfpJ06pH5PvzeMR49w//qFFlk6dGpzfBtBsWaqTR4+KeqIo8dnY0U606z+HCr93OIA77wx/Pjn8/uhRUQa9qJevqV9Tb7dDjcbujYMTQtS//vrr6Ny5MxITEzFo0CD8KmcuNuCXX37BoEGDkJiYiC5dumDatGlxXVcFcMjZAnP39cK/Nl2CCSseRdbfbsaA31/DdNyINp59+KL9gygpERGqN11RhRYoE42MwoGpwysoCM7SGkv4vYxeFEfrqaff0rFUgeRBTh8GRF5G8oDIol5RhNEfyJjfurVwSOTliTF/4EMXYPHH+XUbFHnE9BiJeqMZvEjh9zk50SdlkkU9vZdoxbnTKWYQKfy+PonyqquF2KNOXN53laBwJUrqpRf1NKhZraKe0S4EepYuDQq/V8nIookkux2u/EL88+ve6Pv1U2id5sCOHcBtFx+CKSnBOIRe9tTrM7vKxkIkTz15cVJTNUMyWlGv39LOKPs9oW9zeo9gjx6iLCkpxqJe9p7OmCFEanY2UF2N0zP24sd/r8XbuBVTd1+Bc5Y8j/VrfKJOt2mjbTsmi3qKLiAvgVxOMgCpXtJyFSD6+lZYqN1/LKJ+7VqxewHVq1D9UrjzkUHu94v7icZTX1goMv7QvdJElqqKPA9HjmiZdGVcLvFnxw7hxdTnHKF+RZ8bIFDXvv05HX3UjdiPjtj4cynuu8/AVqUvjhwJ3l+YiNVTDwhB+/77xt7caD31FMpssYiwMbpveT9zqverVok/VVWaESuJegCAxYIeKYfw7SXv4MsvgekHR6NP6S/47uhwkRhShjzsgBZuf8894n7atxefjZL9hYImt/Wi/tCh4KzveuSxlQxnitSJxlNfVaW903hFvdMprp2cXBu+HVHUK4rW/5CnXhb1RuH3QHB4qLx1rD78njz18nlMJuypycJjn/RCh0mX4dVXhZ7eP+4OPG5+Fi1SpfKS18nrFVnCZszQrhtK1FNbo3cie+opDw0QfLzJJLx7tLyIoDrw3HOiLLQmXvbUp6QIQ7t/f2NRL0c6GglQOqamRoiRkhIEh6NBODl27gQcDtgG9MKUKWI4nTVLOK337EGw/fD668bh916vWJJByT7z80U/a+Sp19fb3bu18T6cqA81cUHloaWDhw9rNkwk9J56eo5G1/v2WzGJQqxfL957RYXWF5Cn3qhvoPdFIeKUnyOCp94LM75ZmIrRb12B/tiAImcGPsz9FIf+eCde7voKzurngJKaol1TfiY0Gbt9u9YPhvLUK0pwuVU1eJI53PM0EvXysp9Innp5TT3lCZDfK6BNhkhb2l3Y8wBWrRI6+omiu3AG1uArXAa/0103wlNVRVuUBbfsqZcjjAGtj5GPp+dDfQHZYbSlLNUj/fsnUU/aqawstCaYO1ck3QtHNFFikTz18v8vXqxtK6tnwQKx44Fe1APBEZd0XoIct5T/gZxSx4BGF/Wff/457r//fvztb3/D2rVrMXz4cIwbNw75Rlv3ANi7dy9yc3MxfPhwrF27Fo8++ijuvfdezJw5M+Zrd8YetH/xPjzw7UisqeiCczI24Zvrv0FF33PxK87D1C7vYETZLM1upIZPSSnI8LJYhABety46Ua/31MuQqJePiYScgVzOzkkiQp8wjKDGm5wsOiLaHocYO1YzvgIMHw6sWQPccKMJF9/eHn9a+VDt0r+g8uuRKzCdb/58bf9ROjaSkMnJ0cJ1IyF3ZHLYZTTHPvSQ2POTPPWxJHTSU1UlvBIkdoxEPa3h8nhEp6IX9T6fGAQyM0Xn+fDDxtd67LGg8HvVbBaGbOCZz12Xg37YiJkr22Ph8H/gndtXigTutEWHkcgmT31KijiXzye8GvJsK/0unKc+IUHUs6Qk7XfhvPsy1N5oL11aU09GvV7U04Ake+qprIoivLCygSUPYHI7sdnEe8vKEu/NbIai+jEe32HTsNtxvmsuho7LwIMrrkR1z0Ha9mjUcdN1jTz1VBdrarTnSu0RiF7UHz4s2oWiRC/qV6wQYfsUHUJbABkRKjKGPCly6HY0op6iVCiJEIn6PXuA0aO1/zPaW5aMZlqXJr/3hATRzoqLg0R9UYEfV+Iz3PS/AZiKKZiHi9CpR4j1bLJHTzYoFUVs/B7LmnrZCCwtNd6yM5SoN1pTbzaLcgwerN33//6n/YYMsYICMWmyZImWK4LeryTqybgcPRpYe8kTeFB9ATdvmYSR06/DokWBc2ZkBBt+lPCRkpZ17Bhd7hd9vac/+ii1cNDzIJGnqqK+l5RE56mvrKwb2h0rdrvYEeX667UxIRpPPf2WBDR54cKJetk4DIh6lSLvQqypd9hVfIyJuODqVjht0RvYlJ+OT+9bjvXrRY6UxIRAsj7qY+j5JCeLc2zZErxrR6hQdnk5FKCtqSdRT+g99aE8zBSuW1OjhaTrPfUdOwJnnhle1IcLv7dYxL1nZGh1Rw9tWRxgwACxPGfoUJF7Y3bRYO29fP65cfh9VRXw17+KMYYijug96du1vo//4AMxtpItFIunXrZtaPL79ts1GyYSoTz1RvWgoEB4eQiy+5xOrY+LxlM/aJB2rfJyLScOlSfQhx7ZU4Wpr6aiK/bgnpc6YWS7XchHB3w84Hlc2G4bzEk2rX3L4e/yM6G/L7lE7MABiPOnpUXXH0TrqTcKvzfy1NfZSxHaEhWgTqI8AKIemUwiSop+Q+e32WAyiWR62864Bjdnzcb9eBl9dnyN91f1qVsFWrYMnlggW0Ve6kLo+yhZV8ieekBzZFA7MopmIVGfkaGJev3WlYAQ9a++Wvc5yVDbCoeRqC8uFlt9eL2iPqxdK/7PKIqWuPtu0Ubl8HtZ1M+bZ+yplxNDn+xr6l966SXcfPPNuOWWW9CrVy+8/PLLaN++Pd4IMVMybdo0dOjQAS+//DJ69eqFW265BTfddBNeeOGFmK89E5eh+udV2LbRgy+6TMFD7T7FsPYHkFATMIqPHg0WOFTRyVNPBoks9qMJvzfq6Gi9J3m65YQTkZAz0cuNQja2gbqi/n//EyIxJSVk+L1ReKjVCkyeLCY8M6016NdPOG6KixGdqCfPxdNPB2dwpo4jL6/u/U2ZIgzVrl1FQ3/77fDPxGwO9tbR+h99+JwRlZVa8gDyOsjGZ6xUVorr0/GRRP3DDweLi8pKcf3XXxdZRcOF4B89qp07NVUYgWlp2LQ/DRdhLq75agLuwStY+eg3GJqyIThBUagM9lRvR40SCeC8XhECvXev+Pdbb4nfhfO6JyaK/zMS9bF46m024ekxyn4vl1dee0xtUH7mtEbVSNTLbdZmE6IhK0sYa1L9SYYdz9gnYdWQe7CqpCN6vXEvZu3oI/pvWjdFA2WoNfXkqc/I0EQZTY5EK+rLyzUDlUQY7YwRik2bxKa8elGvF50JCaFFvXxfelH/6KOhr02Dps+niXqvt+6MvlHGWjJ2KaGT3lM/dSpw6aUivE0V42/vP/UBAGz55yxchw+h0G+NoHogRwGQUXvbbVruknBQv0sTPIAwXGitu0w4T/38+WLdOhCcdCzU5Bn175MnC6+3qmpZyFNSxB8SbJKoBwBLogV34E3suvAvuKDTHkyYIJr7L7bRUCsk4zM5WbwXejbdu2tLA4DQYYtynyWLev1zCweNtVVVmnBs3lwYpuGOJcFdUaF56i0WEWIbLXLisRYtxHXJeI1F1JMxLHtB9aGtek+9z1cr6n00SSmtqa9xWTBzz0BMfOd8ZN1/FZ7G47holBsHxtyCb26fhwsHHdWaEuX4kEW9y6V5c8vLNbERKfyeJlSB4PB72b4JNdmqfzb0HGtqtO1NqY5R/0RlIlFPdsbs2cGiPpQXmzKZU9QD5TbQoxMWCQnCVHrjDeDqZffisSdM4tUcPWos6qmu0A4J5LH3++sub5Hf+513CkeC2y3G1nnzQov6UM+Ryi47SGIJv8/M1LzAch3Vt9W0tOC+jJ6/3A6iWVNPWyRbLKKPTE4WNgsA1a9i2dGeuBYfoP0zt+PHHxW8nPoY9n7wG/42aB6yzKXBSQUpJFyu20aiHgiObjVKlCdD96lfU6//f8LIU3/11Vp5qN+Vo28Iffi93lNPO0H8/rv4LHvLpXEpMUHFvTNHYHeXMZjc6gP8c8kodOkiIuMPHYK24w69a0CzOciBI6Pvo+Q6Qdemek99jLxLiYzsqc/IEPaCvLySzgkEOyplaEkLoI2N4cYAI1FfVCSS6ni9wiF7333i/w4fFvah0floki6Up/6VV4IdqzKUR+VkFvVutxurV6/GmDFjgr4fM2YMltC6Kx1Lly6t8/uxY8di1apV8ISYjXS5XKisrAz6AwCDsBbWZgnwNGsG1eWC3+OBz+2GGjB8/KWlUC0WeDwe8SdQMfxJSfCazfD4fPB7vfAHOiGPwwE1UIF9gWt4gdrjPKoKn9kMj3zOwB91+XLA44HHbofq8UANDEweVa3z2zp/Ao1LtVrhkYSs3+eD3+OB32yGx+OBV1XhA7TjAKgeD/w9e8LXuzdUux2qzwePxwO/3y/KZTaLezC4bqtWHkzr9wqWLfNg3z4/unVT8Wj1X1FwWPuNP1B+rzTQelNToXbtKv7dqZP2DLxeeJxO+F95RTve74eamAhfcjI8kyfD17EjfCUl8FVVhX0mqs0GnyRG/Onp8Hg88CkKPE5n+GNzcmonG7wJCfA5nfD7/bXPJNo//muuge+55+Dbtg3epCTtmVZV1SmDmpwMX1UVVI8HcLvhUxRx73Y71Koq+N1u+C+6CP727eEJ1C3DspeWwhvoGH2JiSjxNMNfip/C4NtOR6/EvdgxfjLuNr0OxeuE3+GAt6ZGvJ/qanitVnhMptr6Qn+8iiK+8/vhsVrh83jgs9vhsdvhc7ng7dBB3K/FErKu+BMToVosUJs1g89mgz/QBvxmM3wmU9jniEAb8gFQmzeH5+9/h2q3w2uxwKuqUF2u4HZy113w9OsnnofVCo/PV/veqT76W7YUzzfQNr3URj0e+BUFXjofAFRXw9+qlXgPZjO8AcPFH+i0e5X9hh8nvo0nn/TitttUTJjgx4HKFKg1NVAtFvGMzGb4PB6o0n35VBWq3w9vRQXU9HSoZnNte1NTUuCLtp5VVMBvscBvtcLj98NfVQU8/XTYY3xOJ1S3W9Q5ux3+AQPgGTYM/qQkeMrLtfqUmgpfRYXxeRwOcV36t8kET3o6/EeOwL9kSd3fO52izhw4ANVmE+8jJQW+mhr4dF5sv89Xp7353G54nU743W74rFZ4q6tr6w4AeG68EZ5LL4Xn6quxpyABY8f6MWWKircnbcbnuAotLVoEgUdRjJ+LokBNSIDqdNa2A38g0Z7XYoGvoAD+jIywdVX1+aB6vfCfdlrQOORdsgS+/v2DrwfAZ9THB0K1fYGlZV67vbbv9ipKbfsJaqeqKt7Bs89ClUS03+eDx2yGmppaO9HpBeC7/np4L7xQlCPQP6clOPG3YQuxc6cHw4f7ML70XZz15s14f/95cMEm2nFSEjyBcc6blgbV6YRqscA/YQLwxhuGz8VbXQ1fILrIo6qijgfeXe17DpQt1HP1m83w22zwl5VBtdng9/vhy8yEv6gIPpcr5HHe6mpRhrIy+ALGqmqxwD99evR9+ZVXin9XVMCXkFD7HrxOJ9Sqqtp+1PBYv1/0Pw4HvA6HeH+KAlVR4HO74XO5gtq6GjDU1cBz8blc8AYmMbyJiXB7fdha1gqvFV2GCcseRqu3n8Gjqy5Fh4yjWHDPN9iKXrj/jiq0auWHr7g4qE/2B87tT0oS9cLjgd/hgJqUJOptdTXUsjJxf06nYX/u9fvht1rhN5lq65laVQWPyQQfAL8k6mV7Q1UUeI3GUFUVdldNDfzV1fAERBn16TQOezweYc+YTOLaJABefhmeQASK1+UKtnHovk0m0cdWV8MfEF0esxn47jv4nn++9joA4E9NNXyPl13mwZLRT+CLr034Y64LlaVuYS9t2wb/WWfV9lG+QD32N2sGr90u+kinE163G6rFAq/brd2XVG/VxYuBykqobjf8O3ZAXboUqm4s9ng8UGk8039vscAXOLfX6YQaEM7+xMSQ7aP2z7p18JWXw3vGGVADgpFsENmGrK0DOhvEG3j+ak1NbXv2m83wmM2GdpM/YJv52rQRx5nNwnZJSECVA3gPN2Lwga8xdu59aIajWIfTMe+ebzEh82fAbYfP4YCakgK/zyfaj9Uq2mFyMtTkZO1agfJ7PB54pAkHekdekwm+5GRtvDdqvz4f/IC2PTBQa+cDgD/wzGv/BARp0He33SaOM5ngVRT4AraEZ/fu4PFAVWv7Yp+qwu9ywW+zwUv2YnU1fFlZ8FRWQu3SpXbs8Fks8Eljgt9qhad/f1h7d8WNbeZiy6V/w3//68WyZX507qxi/MpH8cmOgagqrNaeiaLU2idqZmbQe1N9PnikOuT3+8Vz8fngt9mgJiZCpboHCPuC+nOHI7juOJ3w19TA/+yzUNPS4C8pgddigT8tDZ5ArgA1MMb6Au28zjvZswf+TZvEOwzUJc/u3fBUVsJ33311+6zAu6893uOBr6YG/pISMb4DUNetE9c8eBD+zp3hCYwbQW3M7YbPZBL2L9XvgKhXnU74PZ7aiQnZxqfn5Qu8T9Vux8HSOKPFInBszholJSUl8Pl8yMrKCvo+KysLhXLyJ4nCwkLD33u9XpSUlCDHIJvo1KlT8RTN6uhY/NtvqN67F+eXlsLjdKJo61b0qKiAGcCRnTuR5vFgQcBznFhairEASu127N+yBYfmzsVZRUVQVBWekSOxe9EiDLHbkQhgz8aN6A5gw6ZNODh/Pv4IYOGiRehcVYV9q1fDRXsaBhgfyOj8608/YaTHA7vLhVQA83/+uXZAD4nfj/EAyh0OrP/2Wwy3WGD2elFZVgbVZELF4cNYn5eH5lu2oPmuXdglecJHV1biQKtWKEpMxMCSEiR7PMjLy8NZxcVYkZeH851O7Nq8Gfl673mAs4qLsW9fHm65BTjnnOZY9Gh/dLl0IMaM248JE3bjoqIirMjLQ4sjR3B6Tg5SCwqw8tAhpA4fjn7bt2PT+vXYHzj3OIcDPy9ciDMOHcKSwHdnFRcj0+/H/k2bsD0vDz3y82FxueBJTsbOEGUCgFxFwcFt29A58HlvRQU25eWh/4ED2LFgAZytWgEA0vbvR6v167Hnj3+sPfbcjh3RYutWAMC67duRWFaGFoH18CvCXDMIVcW5a9agxSefwNGiBVa2aoXuR45gxZw5uKCoCCsWLUKVVAdGeTw4sm0bugYG+627dqFlURGyPSLyoaKgAOXJyfA7HNg1dy7GAMgzKMvFxcVYvWIFeiMVf188HG/v+j8Ma7YO79z3Hv7w+b9QsycLfpMJmzdsQNuCAhxatQp7s7Iw/k9/woZbb0WJw4FepaVB99l882acVlmJJXl5SCwrQ8+9e2HyeLB30SK02LIF5XY7Sp1ODCopwZ6VK3GUvIES6ePGYeiyZSjIzkbVnj1oU1GB3/PyMLC4GA6/H9vCPNfxgXvtsXs3ujgcmDdvHsb7/diwdSvsJSU4x+XC4iVLUE0haRKjvV4smDcPvffvR/7PP6N3oD5mDx+ODgsXItNuRxKANevX46zAdYZXVWHHmjUosliQXFiI0QB2V1eje3U1isvKsHfFCgwBUHbkCFoC8O7bh10H8tFy2By8+KIN77zTD33/NgH/TliGa2yf4eDWrahwOtFi1y50sNtr31unrVvR1+PB+t9/R0efD6leLyx+P9Zt3IjeVisKd+/GxhDPxVZRAWt1NWratsXgXbuQXF6OisxMrMvLw4j9+5EZon4QndetQ7eKChzesgXZJSUo6tQJmwoL0dfhwJ7PP4c94C0bbTLhwIYNhu/HUl2N/sXFsFZVYd2cOehVVIR1v/+Os3buROLRo1g8Z06QJyxr1SoklpUhsbQUHdPS8GNeHs5yOODcuRN+iwWdpHMfKSyE32wOqofdN2+G8/BhtD54EE6HA5XLlyP10CFsXbAAADDPZoNv9lzMnd0Rn85+FsMuyMfzz29G9s6VAIAta9agH4B1f/kL9s+bZ/hc+uXno73ZDLWqCkePHsWyvDwM3L8fHQAsW78endevh711a2wJ8WzHA3DX1MDk9eJQcTG2v/MOxt5yCwBg508/wZ2RgX3SsZ22bkXi0aOGz3c8APc77yAJwIZVq8S95uWh2fbt6FFWhuW6Yzps2oS2ZWVYmpeHUS4XKLVaUXExVixYgFF+f+13S1aswFGadMjLQ9/Dh9EVwOEjR2A3m7F1SR4GDQLWd3kK71tuxD+3X4qH8WeMX70IE5VPUD4nDxMALF+9GmfX1MBlsyHl228Dp6t7L9krViCluBh9ASz46Sdk7tqFfk4nfpLGmvQ9ezAqxPHjAZRXVaGqtBTWAweQ4nDAfuQICg8fRs/8fOzZtAm7Qxy3YflyHEhJEfWvtBSnA6hyOOA5eBC/RdmfD9u1C0vy8pCzdCkS7Hbsy8tD202bAJMJp1dUYNkvv6A0xC4RZxUXw+nzYceCBWixZQtgMiHr8GG0BbB9yxaYPB4klJdjQ14eoKo4r7oazQDYq6qwMC8PPbZuxRZ3S9jxZ8xz/QE/9ExG9dHnMcS6EudkrsJfzv4AvczbUdmhM/zlViiBZ9yzvBzqypUo9npxJNAOzzhwAG0sFhyproZqt2NFXh4G7duHNK8XSYHJa0tNDfLy8tB29WoAwCHdM8peuxbtysrgt1qRUVKCdACKw4GFv/6KHgcOILmiAmSFbdu5s9beON/pxKbVq1Gs82wmFxai686dyCkrQ3l+Plb8+CPGA/jhp5/gS0pC8rRpcCQlQc3Lw6ADB5BQXg6n2Yz2Xi9UkwmK349fFyzA+QBWLF2K1MOHsVdX5nMrKmBWVVR27gxnZiZ6AMj74QeMB6A+8QTyevbE+MBvjzidWBaiXpzhWIXpQyfh759MwLn4Cl80vx4lM2fi3JUr8X1eHvrv2gVvUhK6Ayh2u7F/6VK0LStDQnk5di5bhgEuF9YtXYqSqiqMB7B6+XIUBp7HBUePIhWA4nbj0O7dyHY64bdaMVdXlnFOJ3ZKz5W4yOfDni1bsCMvDx3XrUM/ux1mAEWVlSjZsAF7wo2xEyagaOBA7B8zBj2qq5EJYPf+/chZvx5pBw+i8Mwzg/qbritXomdSUm1bzVq1CkMA2EtKUJmSghV5eejQujUOLluGMwPtO7GkBK5mzaCazRhy4ACyAKwtKMCZAFweDw652+Hvb/fAd1v7oyMewK22DzDivHwMyPsCALBx1Sp09vuxeelSZO/ciSyzGVXFxbCrKjypqWhfVobf16zB6R4Pfg2US/H5MPjgQayYPRsJFRW4KFD+PVu3ojuA31esQLMDB+B0OFAge/glhhQVwW+xwOV01o5RSuCdqYqCkqIiLJWeja2yEuMQ3I8llpVhLIBqhwPrVq9Ghx9/hDc5GZs2bgQ2bqz9XfedO+E3m9EXwJbt25FTUAC734+iuXOR/uabyB81Cl0OH8amefNwgdOJXVu2YH9eHjoGtgYkW7pHVhZ2zJ+Ps4qLYXE44Nq1HWbzHNx+OzBhQhJ2PLUPj88aj1vsezEOczEOc9FjhwsDysuxKC8PIwA4Au8NAMZWV+OXBQvgDOS7OKu4GIqqQlUUqGYzmpvN8JaV4ce8PGTs2oXsrVvR3u1GCoBfFi5ETWDyBgByVqxA94ICJG3YgOo2bZB45Ag2b9qEluXlOPT99+h4wQVIqKjA8rw89MzPR8fKSszX1d1hlZXwut3IAbB2+XIMBrDq449R2aED+i9dWsdOb7V+PYZJ72TQwYPwlJcjY88euNPTkQ3A6/MhLy8Pg9etg99mw4bZs+HRRV1cVF2N3Xv3IvHoUexasgRmtxun79mDhDZt4LNa4S4sRKvAbxf+8APcgQjhswL6oXTNGiSXuTD90E14YVywjm0oGlXUE4ouBEpV1TrfRfq90ffElClTMGnSpNrPlZWVaB9I1nLeyJFA9+6wJCRATU1FRpcuMAdmWlpZLFDS0pBLe5MGJhpatGuHZmedhQG5uTC/9RagKFAHD0bO2WfDHPCadwlMLvQ//XT0u+QSAMCFF10EXHUVuoa4L9ViwXkZGTD5fEjJyAAKCzEmNzf8Gnw6NiEBGa1bY8S0aeL3VVXICFTI9C5d0DY3V6xXdTjQQ8qka7Fa0a1XL3QZMQKW114DVBWXrFwJpVUr5ObmwpKZiX6nn46++v1ZA5jffrv2+eTmAo88loTl//kdU+cPxp13dMbVzby4I2cMBubmwrx7N/Deexh8xhlQAuHC/Xr0QJ/A8RZFwfkjRsA8fXrtOc3vvAOlrAzd27dH19xcmDZvBg4eBFq2RPcQZQIAS0oKOkrbAHUaMAAdcnNhmj8f7UaOFOvzACjLlkEpKsJpubnCi5WcDPPbb4vQZACnDx0KZft2KIG1R7V1Yds2oFu30GuxHA6Yk5OhDhyIpLVrMXTsWJh/+QV/+FCE/w4/5xygXz+tvE88gZS2bWs/9+rbF8r+/VBtNihuNzJsNqT17g2YzWh/1llBZTG9+CL8t94KpKXB7VSwaO/luAQPoHtlDd4Y8i9c+sMUWDdZYVnYAqlpaVDS09GnZ08oq1cjs2tX9Bo+HP4xY9Br6lSgsBDmxYu1+wSgtGgB008/ie+KimD+9VeguhptzjoLiscDddgwqMOGwTxzJrLPOw/qmWcav5OXXkK7b7+F8t57MO3Zg9zcXJi//x5q27boEuZder/8Erm5uTBt3QrT7NnIvfhiqBYL+p95JtCuHRS/H+edf75YmqG/ZkaGOPb339Fp2DCY584V95GbC/OGDVACyyzOCJQ5NzcX5ueew5lnnw113DhR1wB0GToUmDULrbKz0eKMMwAAzQN12Gq3o0efPugWuIerrwa+n7IMd//nUcxKvAyvZyzGGUP7QamuhsnvR+6gQUBWFkwHD8KkqhjQvTtMO3ZAKS8HfD6cfuaZMOfloWP79mgf4rko8+dDKS6GPzcX5rffhlJZibRevdAmNxfmp58Oqh9GmHbuhMlkQufsbJhMJnTq3l20jw0b0LF3b6hDhojn17IlumVnG7+fkhKYFy6EacYMjL3xRqg33YQ2F18s2qzDgdzRo4NCzBSHA8r+/WLtX8uWGHvhhTB//jlqtzKSaNW8OZCQgEsWL4b//vuB7GyY1q2Dmp0N08GDUHv0gNqxI5S0NLQbPRoLFixAUtJYPPRQAux24JszH8WIOf8A0BbKbDdUmw29A22+78CBtX1Onefy448wrVkDVFaiVU6OqA+ffQYAGDJyJExz50IdNAidwjxbWyDqo33nzmh7zTVAQNT3yMqC2rcvekvHmg4dAg4fDln/EwMesP6nnQYlJQWdc3OB7GyYf/21zvtVSkpg2r5dlPnpp4H8fKhWK7JatULuxRfD/OyztcuKhg0fDnXwYK0cixcDANq0bw+1XTtxHQDmV1/FY5mL8bcuP+DnPCc+TH4Kf9zzCbIeSsaSh7y4KHUdfO5nkJyeXhvKaVTvlJoakSl/xgyMvugiKKtXw/zFF6Ksb7+N3NGjYQ140escH3iemS1bIqNbNyi7dkHJyEBax45oNWwYzO+/j15duuC0zEyow4YFHaqazRjQsyf65eZCqagQiSzfeANpzZoBJlPYNiJjfuYZUdbvvoPvscfQu107cU8OByxuN4YMHAj1wguNj33nHaidOqHdeecJGyU1FaZDh6AkJKBnt26A0wmluBjtcnMBlwvmnByU7yzGz/4/YuH8S/DX+UOx42grnIkzcK5tJd7/QMHIV65C8o71ULOyoPbqC6UqW0S/BWyF0WPHwrRtG5S9e9Fp6FCo558vyjJ9OpQWLdC6Y0fA7Rb3NH064PFAKS2tXdeam5sLpawMSEzEAH09U1WY9uwBrFYohw5BTUyE4nTiwosvhmnVKiiJicDKlVATE3HagAHoQeN7ejoGDxlS9zkdOADTqlUwKQqyWrdG7sUXAwDGXnxxnaWK5o8+EuG97dqJLwJr64cHxsSzzjgDSqtW6KUrs/nFFwEAKT/8INbOzpyp2RgtWuAPUrLlVl27hqwX5pkz0aZNMub6x+Ju21sYWTYPM5N3AhD11jR7dm2ZW/fogawPP4R6wQXArl1oduaZMKen4+zBg6EOHw4AGHT66VDp+Uj32iYzE4rPB3Nqap2yWEwmnNa3L3oMGgTTl1/Cf/fd4vvkZPTo2hXdcnNh2rcPpoCDIKtTJ7Tu0UPYOGFolZODFmeeCfOcOQCArj16wDR3rriXQF9ImNasgSkzs/Y7JRCxkayqSMrKqh1j+wIwv/8+cseNg+mvf4X/+uuB3r1r30ffkRfi2xd3YprjAfyEoRifWIKZ/83Hhbf2h5rZDmqfq4GAPuvdsSNMzZtjUP/+MO3fD6V5c9iaNUOL7Gyo7drBtGgRhp9/PsyzZgWV1fzee7jY64U54C0HgC4BW2vYyJHCLk5OxsBOnYzfeWDdtdqpk0iUJqFedRVaVlYGv6PAswj6LiDqUtPTMeTGG2F5+WX4H3sMHXTvxLR1a+2Y2btPHyibNqFZ9+5oV1QEZfFidHn0UZh27UKH3FxY0tLQt39/9MnNrW27teNabi66QfQ9lJ8mKzdXaBhFgfm7/+FfU/pg+7m34WtcivdxPZYtGobO5gMYMbs9Sq1bMCR5Py66KFeko7Bacf7IkbVJLs3y8teUFCjl5UgoLxf3vH49TCUlMAXC+0ecc46wtwNLc5SqKpjz8kRCyk6doBQUYNCwYVCsVnTs3h3K7t1QDh8W7Wn9eph+/rlOGzC//jrg80FNSMDA3r0BAIOzs6GefjrMAZtPRglEWdS2+Q8+ANLToezcCTUwUWFJSKgdj9ScHGQNH15ny0mLoqBn375QduxA+3HjRP//2mvwT54MZelSbbkcgAtHjao93vzOO/D5FcydoeCxhO/QwbsHn3/uwPjL0eA0qqhv2bIlzGZzHa98cXFxHW88kZ2dbfh7i8WCFpQ1VUdCQgISQqztsSYk1K5xU+Q1EFYrTOXlgMUCK4XdBAZMU3IyTMnJ2tqRtLQ62RvNgdAnC603URRYaV1xCJTWrWG58Ubx70AHbw217ktPYiKUhASxPiWwb73i9wOqCrPNBjMlO9PPRnq9MCcmwkxrW30+mJ95BrjkEpgCx1jCrXs2mcTvgNo9g4d0r8C3d5mwSemLV8sewKhRVgwYANydfA4uw0dIkNZkmv1+UbZAWayB5DsmjweYM6e2IzB7POJ3lPnc59OOM8JmgyIlyjOPH1/7DMy0bhmo3XfWbLGI9WSqKq45bx5w0UWwpKcHJe2qvdfXXxdr3zt3hiGVlWJtTceOwNq1sDZvLs598CBQXS3uUy6/1QqzFB5mpnU7LVoABQVQMjJgDpTPHAh9q62X27bBU+7EWx9k4lnsQfulZnyIa3HhA6OxZ/k2WK1WUc9tNih2O5CeDjNQuxWVeds2YMQImFq0qF0zbJLLlpQk2gM9/8C2Kibaf5fqdUICTOHqeHKyKHNqqnaNxEQgISH8u7z88trj4XaLc5jNsKSk1La7kG0rMVH83mYT712ur1KeBEtgAswaWK9son4h0F7MgZlmk9UKE9UFvx8YPx744QeYk5OD7uHS4WUY9e4wTMYLGPD+ZPw7ZR9u9f4AxeuF9fbbRd0OJJmzuFxaMkOzWfQZL7wA87ffhn4u1LZpja3LBXNGhvgc6Aet4Z5pIGmfObD1pTkxURzburWou7TLQloazA6HcTkUpdYAUVQVCr3TQBu2+v1iW6DXXhMJON57T2ScCtRBayDfAyoqtP4zIwOoqICJ1o1WVIhJVrp+4L6RklK7lWBRkRUvvjgIa9cm4LHHFNx/P5BwxWbtmEBGX2pfFnq3RlCdPHIEitks7ofqSLNmwjhr1ixsfVU8Hq3fTUwEJkwAvvkG5qoqUff1eQCs1pDnU6jMgaSEZqnNmPTHBHJMmKR6q2RkQKE6L3kdLPr2EhhvTIFs1bXlSUoKJKI040L8iAtz+2La5ucw5/bvMHu2GRPf7YcalGBE4RoMxXwMxVIMdlrrLhf1emu3CLQmJYnr0dhqMsEkGUNWq1VMEJANEDCSTbTWs6ICUFUoKSkwBcpnLi0VuT1GjAi+bmIizG63uB+7XUwsAFBMJsDpDN9GjhwRGe4BwG6HadEioKQEJslARcA7b6G1qEaYTEBqqqh/tOODzwckJYl+WFXh9wOrV1sxe6YPC9e/iVXohu5H9+JCkxlTRy3AyPsGIHP4EJRl90DamNthnSbyWCgUgk59ccDBYU1MFHXA4RDPiMpWVQW0agUlNRUoLxfPlHJUBJ4J/H5YFUWsEc3MrHtftHUorZFPTxfPkradC0zOKE4nzKmpWl0ym41tCdoCz+3W6ioAq5wJnVBV1G5fioCx7nbDGgiHtgT6pDrtKbC+20QJW6H1j0pmJhQpcseUmVm3bRGBemSGF9Ms96B38n6MffQxvIs/4UrqKwLvxNSiBXDokLArlyyBadUqYU9J9pxFzk8hLQEw0e5FJhOskyeL5HkffCBEldcr+paaGmD37qDnawbEZ+onAZgCSSXDjrEATImJMNlstf2dWcqnYqLxnwjsAlHbfrxeMclTUwNFUYJ/a7OJMdPvF/XdasWhyjS8gyfw9u1jYEo6E7cmfoh3nRPR5j/fwpOcDHpCJmmiwxzI/WChZ5ySIjzmPp+o636/qPepqcHXN5lgSksLer7mwL+tyclib/Vw0LrupCSx68rmzSKhJAL9ZXJy8PUCjp6gviWgHRSLBdbsbKBjR5gvv7zuOwnYHwCETep2i35w+nSgWzdYDx8W/Ubgdxay6wcP1nI2yNBuPgj0n7fcIsYBkwmm1q3RB1vQB1vw+OAfUDl0LH75shiL0t/Ee97rceevLZGcY8XZZwNDqiZh6G/JOHu8VaQlMZm0DPhJSaKfOHRI3DPl5whMnFgVRWwhkZEB/N//iXI5nYDLBSWQgd+SkiLW+JeX1yY3rrUPyebTv5OjR0V9CPSlFo9H9G9ud932G7DZas9DWwOWlkIJ2PCKNB4hORlmoz7d7RZjenW1aN8VFUB5udBPaWlByQ/Jxlf9KvKODMaULdehGn68POhDXLH6ryg7Lx/HgkZdU2+z2TBo0CAs0M1+LViwAMN0M+7E0KFD6/x+/vz5OPPMM8MP0KGghCOUTEROLnL0aN0EXICW/R7QtiiwWoFPPtEShcjZ7+nvSBk2yYAAhBg02tc4FImJosyVldrstt8P/PCDyI4RCtqGghJ7yZlL6Z7DJRGRoU7T4wE++gh9sRnT0h7GoUPAn/4EPLnqErTBYdz1zkAs358Nla5PYegej5YhfM0acRAgni+tEaWBJlIW6tRUrYHdf7/o9IC6CTUoqZU+GRiFplLm2FBJu0LhcARv9USTMw6HcaI8szk4Wz8l+mvZUnxu3VoYT5IhCVXF0aPA1PW56DQkG+++B7yJ27Hi7g9w0Yd/Bjp1rE06U5sYy27XthxxOsU1Dx+u7YANE9fJieco8VvACAtKxBgp6R1FnMSTKI9+S+2L6iydJ1RCHjnrrP6Z0761QN2MufTcqJ1T26RjFEX8/c03YkDTZ7K1WNDMXYR3uz6Lry6Yhmc/64wLv78Xu70d6vYNHo+2Py9laR40KHziF3r28rOhCBxKmpefr+3profWftnt4g+9Azl7vt8vzkkZ0/U4HMHPXe7faCunNWvE5yNHgF27xLmqq0Ud9AQSgspZb2+4QSsfnYf+LWcKt9lQWGzC/fMuQp8+FphMKjZt8uKRRwJFkkN8Kbv3s8+Kz+HqG4k1OREVlS0tTdxHiDDNoOvJGaMffFD8XV5eN+oqVPIwo3NGmygP0DIYU/8BAIHoCwB1j6f3KO8IIUPPMzERSWkWXH652Pns8Jx1WIzzcGHGKmxAf9yAGcjMFDkCb74ZmDZN7K7nrnYH70Civ++AkVyLvF0W9fVms3g35eVapm45yZrRmJCYqI0dNTVaGfx+Ue/1Sa5kWrcWW2698YZo3//5T/CuDJSxm/YgNqK0VPwmO1tMVFB/6XbDl5CMH3d1xF/m/RHtPn8B48ap2PfCV7iz+wLsR0dsbT0Sr7wCTOi6EZnNxTV9cnIlj6fulnby1q1Wa91kkhUVoi9LShLHVFVpiQ5J1FO57703dCZ52nkkNRV4/HHxvbxPPaHPhB8qwRslidVfR4+cKI+OBSJvaZeYqG1TpT9vYLIJgLgvKZKxDiZTbbJJxevBfSnv4PPJq3Ar3sY//wmoHq9WFjovJdLavl1LlEeJQfU7XBBkC5jNIkvfokVakkua8NTbIDQ2A8Hfy1sMhoOSIlOZ9DsXyFRXB4+ZLpf4bLfXtZUCbdTpBL7+IQUTJgCdN3yDlRiMaa/5sfcfH+LxrLfQBgWizcmJIuVEzXa7di9ut3inlCiPklSbzcbZ5/V9vrylbiTouSYkABdfrCVypHvTJ75WFOD55+ueQ/576dI6XmAA4l6zs0VWdsp+n50tnEHdu4vxR7Zp6Nn06ye2atCjT3RttwNffy22KZXr+YoVSE/x4Q8pP+HFF4HfdrdB5birMH++uOUd3s6447EWaNZM9O13bPgLPjg4CrtqcqAmJAobiOwai0VEBLRvD1x2mZY8Ut5Cjuo3JS5NSBDt5ciR4LomJ+ADNPuLnF60xSr182Vlxomk9baUz6dtW02/1++kY3QeqtsOh6iLNB5R8nT5GJ8Pv/4KDB+u4oa19+HG9guxFb3wp+5rofhDJLtsABpV1APApEmT8M477+C9997D1q1b8cADDyA/Px933HEHABE6f91119X+/o477sD+/fsxadIkbN26Fe+99x7effddTJ48Ob4C6EU9Vbzk5LqinjJXSjPFcLk0YfLRR1plJSM/WlHfrl1wZ0HbJURLcrLWscmivk0bLfO7EZTFkTIyylm/gciiXjaKaODweoWnGwBqapCZKXT19hum4ttJi+HJaocx/7sEvbAVzyw4C7u6jtEMe59PPFN5W6zExOBOOJpsw6mp2r7QcvnlQQvQhALtIU9Qx5mcLDKN6q+nH1C9XiAQpgtA23MeAB54QMv6fvSotgWRjMUSLOr9ftFJUkhYq1ZCVARE/QG0w4OTVHToAPxwuC/ee7YQ6xZVYDy+g1JZUVvf/HL9s1rFOQKRDrBYxPsvLdWM/4wMIBDKWIssIkgcU1ZtvagPV8dlUU+DbCyinvZnpudFGVOB0G2F3iMZ3nqDw0jUy+KInhn9Pw0qkgcXnTtrE1OE1Vq7TeCYVmux6bPN6JV2CAOwHv/Zf6l4/VQW2raGBmk5W//06XX3mKVjZFGfkKBl0yVRX1Ii9l02ggwjh0PbzhAQAyuJeq9XDPzyLhIyR48GG8RyHXE4gKuu0tqxJ7DFDWW4btVK202A/h8Qa3huuil4gpDakc8HbNqEPUfSMCnvQnT99+3YX5GBxYu9eOCBNZCW7dV9VvIAGq6OknCU66Qs6mnbpXBQHaHrkJCsqDh+oj4pCXjxRbFEiKBJDaDu8dTfy/UaMDbQpXsw2SwYiHW4v/1MfI6rkI+OyM8XiYmzsoCZM0V0a9q9N+KsycNxF17F9A8t2LQvFT6T9Iz1OXTkOi9P5AWWltV6zug+7HbjMUHeossTyDxfWSk89tR/hcNiEVnJKyrqThpYLKINtGgRejyaPFlsUZqdLUTdmjXYU5KOJzZfic7FyzHxywkwqT58MHQaindV4SNci+uG7kRbHA7O2h14r356T82aifat29IuSJCRqJffdUUF0KuXmDDPyBB1ZMGCurtt0NgZKfu9369NFilKZFFvZEvQ2CePp3PnGjs0aAcEuS0A2jsOlf3+vfdqozTqtDdZ3DRvHl7U0+4LQO3zvnjA/7d33mFSVfcbf6dv7/SyFEGkCAKKYFBAiqDYYiHYiGLvvQtojNHYoiIxakSN2EOikZ+CBUVBRQRRQVSa9M72Mrs7vz/OfveeuXtn5t7ZDu/neXjYnZ3bzz3nvOfbNuNz/A7/+AdwwaKpKCuqblPSN0qGcTGg6PWq9XuuX79cj34P5F6KldQ8B9GfYTCo7uHQofbr1Muisr4/wfwsCgvVnEbmf6WlRr+obVdVBXy6tx8uvsyDti/8Gbc80RH9+wO/9D0d/8NEnHSKBx6/x3iOrVqFt2F9flFUpO5BeblhgZZ7IHMDj8d60VV/P4cMMcSXnbmHx6P2LQtZcn5izLOae9x8c/jvcg1yfyPNqautxLjwQkPUt2mjvt+5s5EpXr4ba+yQeZKg96vSzqWsnWks8rsrMHiwquL2SuAirPtoA7ZsAab3eAUphTvw943j0WfhU+j+2p9w1a/X4b2qE9RUwetVKfZbtzYy/eu14PUa9nIOCQmqH92+PbzdmbPfr1ihFkykb6v23kRCggqZXb3aWozLsWWBXeaw+vXrx9UXg3WqPYMAqDYo35OxqHqbFeiPE6fk4MQTgTEjK7H2xGtxfe6/EUC5emfsGkrjoMlF/dlnn43HH38c9957LwYMGIDPPvsM8+bNQ251/OO2bdvCatZ37doV8+bNw8KFCzFgwADcd999eOKJJ/D73/8+vhOIZqnXOxQg3Doog6uUOPB6w629Imrl4ekTLis2bQofTGzE0YeRnh7uSaBfWzRklUvK6Uknp1vq7a4o6RNxKS+ldaYunxe/G1iMfzzrwvZH52AGpuHLjW3RBz9iwBHA/bgDP6/1qHsqwiIUAoYPN1ykAoHIVhkdXdTr5x/JUh9J1Ccmhtew1Lf73/+MzmLXLqNsCRAu6h99VB03MdHoQGKJeikvJB4DrVsjlJqGz7d0xeSZx6AHfsHGjcCHcwuwcMQMTDgmD65g9fHy82tbw8Ta3q6dOoeKCmPCu3t3jcs2kpOBK68MPzdx8dLvn5Wov/lmo0SNFZEs9bE8WAR9VV3eQbuiPjtbXacdUa9PGsUCrh9bJo6y7V13GSEC+vnJRKC0FKlZPsw84jm8hxPx9LZTMXQo8N2G6lVqsTTIcb1eY/Lw0UfWk5Roor46XjiqaKlOwFgzuMp9yspSA+vQoeodFDd8KyKJ+uRk9bedO43FTVlAKCxU90Vc1Twe9UyCQTV76NOn9uQ0GERZGfDump6Y+NzJOOzLf2JTfho+m/wM5l78f5YGirCVdnFlNZ+nFWKp178j24r7ejRR/8EHhsjRreaAep/N7VSuPxa6qNc9Z8znLu97UlL4szETSdSL54QgZfH0iaTeHi08ZTq4tuK009QawoIFqhn9eMPzuH7SNgRQhn++6MaQqX2RvmIhTjwRmLl+AtZtN7VxfRIu/ahYxaSWuLh7A5G9t/TJmYh6eU/MJSajYbV/sdRHE/XVeVNCbdriw1sX4IRnT0evi4bh+7zOmNn+fmwua4WZff+O0a1XwldZfZ4DBqj/9Ulw9XWul1jR7OzwOvWRLPW6Fw6gxsT27YFRo9SC8Zdfqs89nvDJs7y3sUS9eY4kfxP0eUwkESKW+ooKo+2dcELt7wHq3Dt3rm2pl7mXVfk1wChhKueho7fn7GzrUmP6tiLq5b6Xl+NwfI+v/rcLP+W1w+hP7sDuCecb3m+bNql2uGOHMS6I5VefB+h9lMwF9HdR2oOMwVaWetlfRYVaqM/IsC/qg8HwearHoxb416+vPV+RMqzyebU7PgBsDbbCiy8CkycrPXrG59ciwV+F98c+hl9e+RozZgC5KXvUvZDyxtJGk5LCSvLWlEoEVBsRq7UIIwkzkPvapk24l48g7+ell6p5ilNLfWWlIeorKlS9z7ffrgk7jIm+4B0Nfa6li/qcHDUP2bPHOGc7C8JmUa8v0MtYpJf5jLS/6vbWrh1w+r/PxcNFl2Px8fdg72lT8eTodxDyB3A1nkTr1sC5N7XBvDXdEcxua9wvXdQHg0b7lrE0EFDv9fr1tS315sUu8T4SUV9WpvqZt99WnpNWfbEc+9FHjespLVX7F62hH1c3JOqYPQd0neD14tfi9piMVzAMi9GraxnWrQOmJTyItIRyo12bS6XXM00u6gHgiiuuwIYNG1BWVoZly5bh2GOPrfnb7NmzsXDhwrDvH3fccfj2229RVlaG9evX11j140IasdSClBsvHb2Vpd7jCXe/F2uj3vElJakBXRcHsV5AvVHZ6Sh09FqbuiulHQKB8LqQ+v+xLPUul2r8b7+tVucSEtQ92b3bWBkXtM47MSGEs/EG3j3haexEa9x0bQW+xlE4/PTuOPy3d3HfdXuwOmmQ2u6BB4yVT7HUx5qMJScbExOzqNcFWCRRLyJL7oN5kaWyEvjb34wJo3RSn3yiBhld1AvSAQHA2rVqJV2/N2ZRn58P5OaiACn4+9ox6H/HBEycNR5tPbvwPfrhrX+VYsiYNGOSIMfbv79GINay1Ldrp/YrHh2lpepZ6W66ZiJZ6s3u9+3bR28rkhgwXvd7/Z3weMIt9bHc73Nyaq8CA4agMlvqpc34fOrdkue2Zw+wbVu4EJswQdWO1ZHjBIPAm2+qgbO8HMfhM6w89CyMGQMMfWAibscDKCkORbbU6zGz+/cb5yH3XuJodVF/zDHAoYeGT/LNyEBpJeq//x746itlYfR41P7NnghAuKjX49QlDrugwHDdF1f/ggJ17yQ8RvYPqBqvHTqo/fj92FGWgTc2HIkp93RGmzbA1Qsm4oiqZViXMQhvXrwAgzLWRm47rVoZC2i6Cz8Qvb2JpV4Xt3IPZWEumqgfO9Z4DrqlXgSgE0v9pEnGz2Llk/O36tv1xajERMM7xco91ErUiweN2f2+pMRY0DBbwvT3WLj+eiNEqPpwh6Rsxx9OKsSjuBGLFrmQ99lKLO57KUaNAv69fSh6/eUC9Hatwn24SzU1fUIlP4trbVGR+peSYhw/kveWWIoAQ9QLdkS97FN/F/Vr379f9S0RRH1FIBn/Ou8DHHH5EEwqeg5D8BV+e2sp5va5CxNbfwUfqvt5CWkCDE8piR3+5pua/AI7JAmpPANxv5dxTG+rMqbozzopychVkJsbLur1Ps3saaiji3rxpNEtkampyj0DcOZ+D8QWn089pfoJc7vTreexhJN+DtX5DgCofv6f/wTOOy/yth6PeuaC1i7avf0UFv7uLrT17cWQJY/jpw3V793OncC8eYao37hRjcPiWanvW5D7ob9XdkS97n4vVmS7derFo0k3BHz1lXKjNot6CWkKBlFSAsz/oT1u2n8n+mElOv3vacyapdb3//MfYNs5N+PJP+Xh6Kyf4aoIGvvWDUc+H3DOOcY9BVQJzsJCw9hVVKQWm5cuNa5XRL3cm0BAjX9W1wYY4W3yvtq11MsijM+nfu7aVfmlW7nfW2FX1E+Zohbc5FzLytT7Kp6astAu+6qLqJf3Xfce0PdXnW8KQLgoB9Q7k52N5HQvTuy9HjNPnIe16I4vvgDatw3h0m3T0H7GJbjx/0bj1w1eI7RW9mXG51N6Yd262ppLR/o43f1eLPUFBWp7q/1bud/LvRVPZjuWevMiQ/X9+rm4Iy6Yfw76FixGEoqxBofikZt3qGn1f/5jeFMNHgyMH3/gi/omJZqlHrC21OtiTyz15oc0apRqcLFEh465UTnhqKNqW+rtunjoOQKsLPXR9pOSouJ/zztPrbJJDHpVVW0Lo1gggbA4qXTk49xTCvBfnIqdC1bitsQnsDy/GwaWfI7DPpmJO+5Q/XgoBGtL/Wuv1Y4Z83jCO3L9c83zo2YyJJNQiVeTDlzug1VMvW69EUvBqFFK7JSU1J4ESpvy+dS9knhjuTeaqA8FK/BNeT9cOfd4dMAWPLd2JK67IxlbZr2LR9s+hB6e9eGxxjK5GjQIWLSoZvCqFVN/772qkxGvjGAw3P3eCl1EiBW1tFRd84YN9hePHnvMuA+6+31dLPXm9mTm9NPV/9WZWMPasstlPFe9dIkujlwuZb0ZNkyJxMWLVSxJtMRYgPG3/HyVXCc7u6Y9JFYU4P77ga9u+Tc+wUj0e/ZqfLilV7ilXnctBNTPzz+vQkEAta/KSvV7//7qXoiYHD9ezahiWeqB2pPHzEw16Tz+eDWh83qVp0x1FYAwdFGflmY8C2nnJSWqjYi7aUVFjcgPJSWjaGcRthZnYHVhJyzZeyj++19l3Z284I/oveIVtJ//Ah74+Qy0SivD/PnA+j/eh3sxDR2qNlkLFp2cHMP13yzqY7nfy6KTx6MWK6sTVsHlUn1aLPd7c0xqdjYwbpyyklpZ6iO13QcfNH6WuGdACYLrrqv9fXNMfUKCan9iiRGs3jlJfqZ7oAhyzVdcodpVDEs9KirUJLSsTPW1+flGmJdsFvDg8LQNuPFG4KOhd2P3nY9jWupj+AaD0asXMOzHZ/HSS9Vz7/x8w0qWkWH0vcnJxnsWyVIvk3DAWtTHijXWw8D27g33potiqa+qAt54A+hz71mYtuB3uPRKH35DZ8zAdBVlJxNRQLUL6VNvvNGo4lFZqfrXo44CUlIQ1K9PF/XRLPXmmPqVK4HqZLzo3Ts8RE3CdoDYlnrdannkkYaodrtVnzB/vvrdqaiPNWeRfVxwgdq39NuyeBjJ/d58/kJlpdFvpqera4k2Frrd6lxTUoy8KvLsFy9G0vz/4PVD78GkAT9h6Ixx+AjVAq19e0PUz56tPhNDkqCPbzIX0N8r6VfkHG67LbzNmz2cdFFvJ6ZeRL3uESTH0/qEUAj4oSAXj649BeNO8iErC5j69gnIc2XiHtyLXWddhS+/VCE4xxyj3vUazzC5Xn1uJfPCf/1L/d6hA9aedJJhqZf+S7xOdFGre0rq3hhm5BlJYsJ4LPXSb+ptLJL7vZlYbveCJOCWbcrL1XvZu3fdRL2EnVr1kfoc0Rx+Ic9LFpGE5GTV76WkqP1XJzfs3x946N5SbAx1xpvTfsSWglT0mTIY4/9xGt77tp16XBUVxnsr59Szp5E0V79HZi9B0WgS3piUVFO1CoC6P1YeauYxrbJSvWNt2hiVNGQRXBb2rUR9IBB2D3/8EZiMV3D4uf3g84bwI/riOVyMTths3K+iImNRo2fP8HGrAaCol0m9OaZeOkGza5lYB80x9fr3Jk1SHZT+ktgR9Wb3Dyf89a+1XZHtivpolnrJBhmJtDTVssvL1cAuot7qGvTVWXlZRQxXi4a0QBkmYw7+feI/sWvcebiv1xxs3AiMHq0W8q7+5wB8vKc/Kkq0QWruXLUf82qcbrUQZEAURNQXF6trlsmi2x3+8pnFkQgUecH12uz5+dYxnjLBSU833Nf1e1NSgm1oi7/iJvR7/EKMwscoDSXgw3434JtlLlw41Y2kdB/www+qc5DrkAGzrEwtKqxbB3g8CB15JLZUl86psdRnZKg4WxmkystVR2qe+OskJRnu+TI4lJYqK8+bb9oX5fp9qKulXgarWG384ovV/1bxWrqVOFJMPaDCKtzu8MmePim3Qo4jVk7dvbX6/35td+EL/0hcP2AhTv/X6fjD5ofwW1VHQ9y//rpKkAQYrrbS3sRSv3ixsg7rlnqhokLFoOkeIYBq49u2GecHGPc2LU153LRpo76new2Y2bsXyMpCKQJYnXAEPtzYA6+9Bjy1ahSmYxquwd9wAWbjlIlVGHHX73AEvkW3xS8j+/9ehu8v9yLl7BPRYfb9OPKzh3HGstswbZpq2n1b78CDPdX7v/zIS/DXqWtw1FFQyWUAY+GjqCjypEx3nysrs2+p193vU1LUzFREPaDaSSxRL8fQwxGuusq5pT4pSYmMG28EHn443E2wTx/rc9cXqQMB1ReZY4S1jMg1RBP1aWnqXsycqfoOvZ3JvbQSH5WVyhr84Ye1RL15sTjNW4yz236K/wbOxrZtwOTk/+KBB5SR8O77E7A1d6jaRiZsZWXhlvpIol6syUBtUa/na4iE7sG1d2/44p/PV0vUh0KqsMXAgcANNwA3jfwWP/1zMS6/yoOkrWuN7STkBjBEvSRfkvtSUaGyUnXrVvu8rCz1IppksdIqpl736NNKGsLjMZKBejz23e8rK43YUtlWb1tm93ur/trjMfqhWEkohX791LFl/9VVWyK635vP3wo745gIzcRENWZWVRnnvmoVUFYGd1kJ7p/4JR57wouTE+ZjFi5DKDvHqCqybJl6rmb3e71tWol63VJfXKxyNERyv9dFvVS1iYVZ1GsL27vLUvHqq8AfzypEx44hDPn8YXy0sy9OHF2G5cuBjZc+gGcHzsKZeAtZSSYxJO+gvohmFvX6tWdl4QfJ0l5QYIiu4uLwZyvX63KpZL8Rk6og3OPG61X9Uffu9ubZcpwRI1RojJ4s066ol/fRSXI0sdT7fGouUBdRL+3WauwTDWTen4h68YSozmkDwBD1ycnKkKT3UV4v3AhhxAjgtYs+xIbZn2Jox02Y+s+h6N81D3OW9kBFanU/rof8ArXfX/NYpFvqxf2+oCB8jIsl6iUfRWlpuKhPSVHGPVmoiGSpLy7GdwXdcOaZyvCejjys+Ql47uR30B1rw68FMHSCXJvMxRsIh7PxAxCzqNdjhLKyanf0SUnAsccaLmxWlvo2bcJKVAFoeFGvb69nx7SDLo50CyoQ21IvYjAtTQ1auqg3X7NuqReRLMJUXNrKy9W9T0tDSmEhzmi/GGe8oj7+5BNg7lNenLP/KZS/m4SJU4DTKt/C2PXbkVhRocTXG28Yx9NXtgW5FukspZMQN1V91U+fNJpXuisrw1fp9UFz48bI7vdyzzTBX1ICvLvjWLy4/iYswDE4Dp/i9mMW4bS55yHp1v8AY58z9pGQoGL0Tj3VGPi3bgWmT1cu4DLJ8XiAlBSUihjXB07xYggE1HVJaZJIZGYasUjyvdJSQxg6FfXp6YZAdpr9XpCFNbuDpFjqzZYj6ezN+9b3e8UVtfcnceGRkHtSXb4tzHNEs757vC5c2fsTnHZCCe54KAOHbf0QNzy/F7f29SAFCM/qrIsQEfUSW2wl6oNBtcDz44/Kei8sXGi8J2b3exF8mZnGRLl6UlNZqeaRy5apf9+9/Xv8+lgutqAYCZvL0OF/JWj1M5CzpxdaYQ8ysQ+H4FdkDCtGeoefkb76r0hvk4H0LpnIGDEA6SmVSNv6E7zrflb389131Tnc9pk6Z5cLKA6GeyvI8/F6ladApKRWeuybbqmP5Rkiq/QSe71unTI/6BbwWMJDYjz1flPeNSeiPjFRncNhh6nfq+t3R8TKUg9Y3yMrS/24ccDZZwN/+YuyUGdlqWegJ4o88kgj5hsw4oatRL3c87Ky8Lh8oLb4CwbVguP27cjOBq5KeA5XrpqGDz8EnrjOh+6/vo8Lqhbh1uJs1BQRNcfUW1FX93td1OuVZQCjDWZnAz/8gM9nfodb5/THL78Ad9wBXHYZkDBrJZAwIPweiciRc9ct9XrlBbE+Wz0/aUe6pV6sQbpHmDmmXsfvV6E2EiYooj41VVnCAeuxv39/9dxffrn2Yre4N5vPU/Zl1dZFvAD2FswESTAKGM8mHlG/a5eRjCwWIhjES2DXLmMclkW3au+IKRe60S30C86aOg1fXJWOvyMZKXJvJMmclajXDQ8JCWqh/uOPw0V9eXntxUoRYR99pLzirrlGbd+2bbjHSSS0BHSVcGPx+o54/06VJmT5shdx+A5gnOsLvHxnZxzzvzsQ6NgK+OO9QNtkoLzMWPAy9y0yzwpqfbmV+72ZlBS1EC8VZoqKjH5VcozIPdm50zqbvH5tgCEiy8qAP/3JmaVeX0jVq0TZnavrC2p2EEu93JvUVPUc4xH1kj8p2vWaLfXSd8rxqqqAd95RPyclqTlVaamaW3z9dfh2cr5eL9r971ncM7wnbjllDWZf+y3uKngAdxd9hFvwJ1xQ5kLY3ZNFF5lnWlnY5RlKckbdKJWUpH5/7DEVBibo+xGdV1qq8oqIlpPqNikplpb6UAhYWH4MHn71HHyytz+mXq7yEHf83YNAl8trG4x0US99szwzWuobEK1UTy1Rn5NTu4OSWpXSuesx9YLuvtRY7vf69rKtXbGlH8vshm9X1EsCGd3VK5qo111TAGNgLC83YvQ01xuZc/791g3YEmqPdwdOR6tWwI3vHIecb/4Pv78gBf/6YUBN9ZiaY5iT88i19OunvCmkk5BJpz5x02tKmyd/cv5WlvoRI4xySXpnImUv0tNRWlSJ/6zqicmTldfY3T+dg2P8X2MtumMBxuKc3suRhJLaQi0xUbW9Vq2MgX/7djXyzpplPD9zZy9hEvIcxMPETqydFXUR9a1bG67FkeKDrbCy1NvdNiurdrkUfVKgEyuppaBb7czoWZlTUyOKevm8fbsQZne/D592OAefLE9Hj8M8+BuuQXGwej+y2qsLFCkNI+3K7BosJQvNK866p4pV7GZmJpCRgVBJKX4pbIeZi4/Aqff0Q1aWWpmeNQuoKinDeUlvY84cYDM6omj4ePxy6/NYvBh4Z8pcPI+peBg34278CVefvRPnD1mDU/AORlR9jCPS16Fr50pkVe6C1+eqPYDqyYf0iaC8c9KP7N0b2cPELOozM5XSOv54e6Le61XPTSzAdbHU6/fXynspmqg/5hijLQ4ZEv2Yel83frxKslnd39QwezZwxBHWoj4jQ415r76qRNvVVxv3Qdp6dR3wWtelfyZ9ys6d6tiywGleONPfsYoKdXy5P2VlcLlUaPa7x/8N35z3BAorEnHYH/pjCl7AGvQMT2gYr/t9LFEvQk22txD1qyt64JT//hETbuyFceNUupTrrqv+qh7jLW1aMijLuUuOE7OoB4Bp09RCixnZlwjDykrguedU9mdZdPL5onuzAEZ1BI/HyIGjv4tW70p6urJy6u65grnv1BfAookQeQ52LfWC3Ic9e1T/Z07cZ4XZpfeVV4D77rM3lmRkqONIbW4pjQgY900ScAE4dngIKzAAW7Z7cBS+xqrSbsZ5m2Pq9fw9+hyqXz/gzjuNEEFZBDGHFUmfJ6X7dCttrGpBAErK3HhnSStcuOEetMV2nD5rNDZtUm1569g/Yvly4C+dnsaozmsR8FSEL5hFyH4PwPiebql3u8NDXC1ETki3Loubtcej+qPCwvDx+9lnVXiaFaFQuKVeRL1dg4DZU03PQeT12p+rn3SSc1Gvt+eUFNUf6XM8u6Je3MblXJ9+Wv3/xBPh37Wy1OueV3qCOzFeAqo/kLxXcr6pqepev/oqUFGBBJTiMjyDn69+Cvd2eQFP4mp0m3UTHn5Ymz6bc2JIRQNof5d5PaDewT17jPPIylILDDfcoDwOhcpKFYp5yimGwC4rU2GVt9xi3N89e1Rb08qUBoOqWvngwcAZGx/GwJ3vY92s+XjiiWoj/4YN4dcNhOdYk7mbGEwa2FJPUS+dgpWlPjvbWtTr6NnvBT1+piks9fG43wtOE+WJkCgpUStkvXurVWWZHOukpITH0gDWoh6Ial1wI4Rhyd/hr38Ffjn7LnzZ+hT0P6wMj2w8A23aAGNHV2LWhvHYWtHaSGwoyM+//GLUi9eTFJ13XngnKj87EfVyPaZjF2d3wn9zLsK5W/6C1s//GTd9ciK6dAEWLQJ+GnUl7kh8HJ0Cu9SXg0ElfMVKJyQkqA5UXPAA1fmkpSkPgUheGklJqqOTv8mk0k7mbTNiJYhX1Osce2y4G2g0omW/t7Ot2RVVd7/XMQuOSEQT9bqlPiXFyEYPhItU+bza7XZw0ios+uevmDXLhZdwPrpW/oK/4ibktTs0fBInlnoR9eedZ1ja5HoLC61FvZ6Q0eTmuWcP8EboTFy84Cx0ffcJ9H39Lvx7ZXcc3XMfPn5zD/LzQli8GHji7C9w4cUeDB/lQ3tsgyst1bhmcx/53XfGcWQxSU+Ul5oa/v7Is5Xr1EtlAoalXibyVuiivqxMLXpNmxbZKiTo7veyoKaX3rMTUx8K1e539Cy5OtGEjtutcmDYbeO6oDrqKDXpkkSPwgUXqEU1K1GvT+rKypQo93rV9tGu+R//CL8ueU7XX6/cMu2K+kGDjLKuZWXGu1lYiD49yvGvEc/hh0/3wosK9Md3mPTIYHy3tvodLCoyJu56adFI7veVlWr/sWKNzeUctbFy694EXJz/MAY+di46YxN+veVZ3HOPtg67fLkKfZHr1BfMg0HVtz//fG1Rr/fJRx9tLcrNCdRkHlNUFJ7k17wQYUY3AFx/vcohYY7TjkQkUR/JUh9tsVSO6cRSDxjPUyb2diz1Vvl3dINDNDIzDVGfmRkudITS0rCkoW1dO7HgQxdOc/0XRy56BI/gBlT6EyO73+sLG36/4ZE2cqQSKpEs9SJEVq829ideRxHG+T17gBdfBE7Dv5G97APc8HR3ZPkK8G+cju1PvoWXXgLOPRdok1Cde2HzZrU4Lu7k5eXK86ugIDyLuo6VqNevM5KoP/lklTzP5zMWByUsKjk5XGy3aWOECJopKlK12T0eQySXltrvV82ifvt2wyvAiaX+lluci3ogfD6qZ053YqmX8VD6rwsvVP9ffbXxXfP+5LnJteuhJikpasX10kvV79nZqtScbAfUWOoBhC2gekNBnHPIV1iJw/H349/CW2+pKK3p04E9wbTw9qOHOsh+dJ2WmanGKUlGq7eBf/4zfD+TJqnzlmsqLQ3XN1Ixqzqf1v48Fx59VE2377lHFVX4bdDpuA/3oO2IXtb3WpBQIP3aZcyT/qaBoKjXRb0IPEA13pyc2gNqJFGvd0r6yxivpd4s5uwQr6jXOyV9lV/Oyc6KZkmJcqHv3VtNUpKTwxPvAKpU2tCh6mdZkTOvcuvli4Daokvuf/WKtCtYjn4Vy3HPVfuwvMdZWLMGmPDRjXjt5yPQuexnDC37BA9+Pgw//1y9vX4t8uKJ+73LZQgNwKgL36WL4aYuWIl6vW0UFwNVVdhQ1RkzZ6oE6dmXn4UbCu9Fx7QCLBzzZ/xy7gz8+c/Km9WFULh7bp8+ahCQzJz69YuVRBf1gUB4/ctoz14s9U4GGJ0PPlD3RWpL16WDOvRQdX/tEE9MvY55wmcW9TNnGp/Xl6gvLVXtSJIqAcbERlah5blXr7y7vB6ceirwTfdJ+CcuxFychvbYiov+dxq+Wp2mTtks6idMCO+DAgE1mSktrW2l0SahJaXARxiFO/7VG0ceqfTen3ZMRVq6C8/0eQL7Lr8TH90wD7f9/hcMGpcD7y/VE8aXXzZKtwFqoqtNZMPO4/77gV9/Vb+LoBe3ORH1EsMr906vLiLvWF0t9bIIFMtSLzkfRJ3l5xv9Rvv2scuN+nxqCX/gQOMzseyYx4FevYw+Mdo52cFKNJk9OOQz8z2Qd0nvH2UCqbvfW3HxxeHjpLhLvfeeunf5+YaglvdNHxtdLtUmL7xQze6A2tmSqxdaDjkiFc/hYqzBocjJrMLQc7thIt7BksK+xvOWRGRyHCtRL+N8JEv9xo3qfxESQkIC9u5VVSx7TDwUeUjH9zMX4Un/jWjt3x++jwcfVDFjuueeVB7Qy+tJvyTvstR7ByInbTOLevm+jL2Adb4DK0TgJCQoa9ZVVxl/izWOxLLU23G/B4xyak4t9XIfdu+OX9QDtRfhIiGiPilJ/a+H4AkmUQ+fD14vcL9/Bj449n48g0vxu68fwY/BntaWev1dkyTGcm4//GCIerOlXjye5Ng+HzB1qpqTaePc+vXA448rh8I2bYCnngphML7B110n4ZfXvsXDh/wdw/E5PD7tWcn227cbISki+kaODE+aGknU615XoVBsUX/CCcpNwOtVIUG6pb5tW/W5laedmQ0bVELZ5ORw93u7/arXG/6cysuNxUcnot5pTL0sxMj/kiRaF/WxjDK6qJcFdcB6oTCSpV5PlidzB5mvWI2lulebbhTTPRVTU+FGCCd3WYklS9Ra4hdfALl53+GmeaOwtbRaO8gcKRRS+YPMoj4QUOck4Yd6WWndUi59pL5QYRb1qakI7d2Hr3d1xYUzB6L9TX/A22+rd2XNGhWFmZxY3d50A4p+vwRd1Ms166KelvqGoeKdd4wVt5QUI+4EUKs8s2YplzYdKcsl1Keo93iAk09WDUCPgbVLvO73+rlJR2vXUn/ppSo+V0puiVtZUpISa5E63YoK43673ep/qVcd7dxlglperhLkSc3LaoHTtStwHf6GT1ufha2/lmDq8J+xaENn9OundPK17x6Pt/B7bEcbw0VGt5LobpFXXql+vv32yJZ6PaY+JQW/JR6Kf+EcXPLqSPSq/AE93nsMb7+tvH6XLwd+vfSv+MuwdzAweY1R3uXaa419JiYqN6bzz7e+/s6dVfZifUFE3Kqysgx30WiDhx6TJiXRnPLii0Zn34CrjmFYxdQ7ObY5M7IIakFi5+24tQHRhY70B6NGGQt0ZlGvud/XJMjSRKfr9ttwIuZhMY7BFzgG/pI8jP3raJUw8oMTMW9Db+zb77IWmTIBAMIs9Tt3Av+3rDXuxd0YiY+Rgf24AC9iy95EXHutMgStPPluPHLZLxiXtgRJCVXhloqff1btZedO4He/M46Xnh7e/0g/kpwc7i2QmWmIeqeWenNMvV1LvW6hiDWgWlnq9YW+116LPZHq3FkdY+RI47MuXdRyv7ld5ebG9lRxIurN+ze73wOqJJi57Zot9YCaqHu9agJjXqC1OkcRrOIm3K6dmhHddZeylJlD1OS6evdWsd1m13g9Nl9KjAYCwJVXIhe/4anbNmPdJ7+hN1ZhLOZj1NaX8eEpTyJUYgrlsHK/Ny/K6oRCxkJjcXFNO9iFHNzx0fHo0gVYsgT4+KXNeANn45B+iar9yr7eeUd5L6xZY1wroO6PVFWRsD29VKCeTFCeQyTro94Xyn4BtVBmXpiPNfcwL+j87W9GWb26Wup1wRPL/d5uaIv53AHV5uy637dvX7t6hFNL/eTJhqg03wPJ1wOEJ4X1evG7duuwAgNwTKtfMHjp07jy7ZFG9UcrS724Tst9++EHw/1er44i11BZGb6o0707QgmJ+DavO6ZNU+kQDj1UVdg76yyld5cePhV3+v6Kvu5VcHnc4fNXnfJyZWSQUqGSiBFQ5Yl0sWm+tyLGrCz1sfpkl0uFIckCW2qqkQPBjqiXCg9JScYcoC7u9+PGqUSHcm12RX2subQZ8/lJuEY8lnpxv5efrcYwK0t9JPd7O7kIxJsDCK8GpSdvrayEy6WGygULgI9TTsHa3eno/uHfMXUq8O2GLEMfPPywcT76XECMWtnZwK23GseX9/IPfzDmWtL3hkLGApjLhT3Iwt9/OR6DZ5yE4186HwkB4Msb38IXX6h1zprHJtcdLU+NhKjp/YJuqW/gmPpGmo03T0LDhhlP65prgE8/NTqdQw4xkgDpPP54+O8yONeH+73Xa7iRxIP5WPFY6j0elVldFhVidUT6SqWIelnJBiJPgGXFVASNrLbplnq95Jigu3hJR6GJ+hqBWlqK1t1TcdGxv+Ci9J0ouOxmfPABsPBxN/6Eu7ASh6P7rUUY2Hk3+ux3o09xIQ7zbUDH4p+R6vbABahkdHKN2rVUVQG7ilPxGwbj13lpWDkXWPnWmfhu74XYXtUag5JX41jXLjyEGTjusj5If/oB4/z79gF+Dais5OKStmyZkZQxVrmL9HQ1qCxYoAY5cbkLBNSEQ6zndiz1aWnqnkWaOEZDzzTbWKLebKmX1We7mDOtijuemfq01H/4odGGzQnEZIKhud+HWbq06x2A7zAr8w48fuPlWNjzEsy90YVrv56MtQWtccgKF3r0VA4cWVnV482qE1DyazqKcD+2fDACG0coY/mWLUCP7GMxCKWYhNfwD1yCQ3y/wXXvIuCoNupgrVoZtbfl/a+sVG1vzRp1jlJTWNBd7STBW1mZas/FxcZkwErUJyaGi3qfL9xSHymmHrDvfq8vUkZrr61aGZMReb5FRc7Cobp2VcmdzMyYYX8fOnWx1Jvd7wEjMZCOWdQHAoalXkqgxTrHc89Viz1SqjMrS5XAA8ITPsn35Vz79VMxnrp3lpRFBcIs9QBUrfKZM4FAAG0zXXgQt+E2/AVP4Sqc/c51yE0ai4tnAZNPK0G6LjztWur1PqG4GN/5j8QsnIZ/4VwM374H77+vQjGxvro9SvZ7aafz5gHPPBN+rYKIerkfIsDee099TxLUORX1Xq865m23GS61ktfBjngx93n6YkMkEhONhUNBF/Vma2g09/uKCnUvnFrq5XlKQkA7lvqsLKO8qr4fO+NY69aqb7zySuCzzwxhrfc3Zku9qe9JQgkePuoNTM1dgJt/uxpduwKXXAJcX9UeHQHjXZTa6LrVT7ybzPlZhGoLeAkSsPDjAN5boNaY9m/7M8a3rsBtt3kxfv+ryLj8D2qB9tufVHiU1PvWn5H5fmzdqt7V3buNEKOiItWn794dtnhR696a3e+lPKh2X6JSnXW8ZhE4JUWtSMQj6p1a6s2i/v33jZ/bt7fuT62oq6g3V6iK1/0+khaxstRHcr+3K0rluZaUGM9+2zY1RgK15l9HJX6PuZPfxI8LtuJv7qdw7JNn4LCKQ3HJs8DpxYnIFs9afS6gi3pALchu2KC+98gjahFKt9RXL/zlVSbjvUWdMOcZYD62YdDq7bhk0DJMPnodUof0BlbuqH09Ji1gea0SMlNZqebpQKNa6g9qUR+GPtgCzoSK2X1IX+mUn085JfZ+7IqJaOcB1C2mvqxMdVTikWBnUiDXvn+/OnZqauzBWVbUg0H1XcnMGSumXiaofr8SArLqJqJeH1iBGutVaipwxhnAGesXAF/cgv1Ix5IL38V3awL4cXNb/OfbQ/DT/ikoqUpA0sPlaPu6kS/Dn3cSyrEUhR+3RWFH1UeUl7+FHOxCt9f96D8cGN/1J9xSOAeDjqhCSoZXDebL3gWy+4ef//nnAy+9pGqAB4PhZfHsiHpBLPXJyUanNmGC0QaiPXtZ3fR41D2UDtYJklhr//6msdRLkjwn70sgEG5x1F3idWIlynvrLdWYYol6s3uclagX7wpx/9QnxebBd9MmBEKlGDcOGPf2S0DffOzc78e3172EtWtVovZNm6rnMLsOQaKrFEnIRvfEbRj1RxXe3L8/kPbQY8olXkhKDz/WX/6idiJtRBY/cnIMTxCzW7CefyIhwUgyKhmidUu9uHPn5anvpKcbEy+5d7qonzsXmDKltqVejmW1MCOTQCA8njuW+/255wLffGOUEJIJnZN2NmqUyt5fX9S3pd6K9u2VK5O0V6fvttxXrze8YoNujTNPGOV3qZwix9ItQ7Ifc1LMVavU4nP1ImYm9uNu/AnXu5/Aa9k34tnZ9+DGq934fbvrcUqbrzA2L4Q0PeN8NFEfDGIDcjEXp+GNf1+B7/Z0xGS8gs9wLAZefwUwbKpxDYAxmbTKryKCW5DrGDcO6Ns3PLzqnXdUynzAuDeRKmxYjRHJyeqZXXKJcX52jAmASsanu5TKYkO0RKrnnVfbsq7PYczWvFgiJB5Rr5+neBDFM4eya6nv0MFILibHkUVZfRFRno/bHZ4VXuvbe7Xag3eHv4avxt6Nhx4Cun/zGkZjAc7JW4zxgd3IrNhsuN/L4rUIW5Oor6gAVu7vhsX7DsP7O4/Ax+iL1tf6cOKJymlk5L9vRWDabeo9H/0ccPkf1MLjgw+qNihVi/Sxz3wft2xR75zEMvp86nyGD1ehWLFEvQh7QRa+Irjfh6GHF2Zlqfv9zTfWpVbNyHd09/u6xNTrnH66vX0A9WOpB8LblhNRL+0y0gJ1JEu92f3e51OxG3aQtlBaarTZvXsNTwfzfa3WBH3SNuEf/wAezn0Gc/60Ds/OfghXfPciRm7egZNLduG49BXok5AEt8ejFptatzaqEyxfrry/KipUn1rtfl9a4cWKXd3xyRPJ+L+fnsES9MFhb5Vi0lTgiff7otvlF6jvpnU0FtXKy9V8fepUNVeM1k51US/Vbk44QX1mjqmnqG8kvF5jImj3pmdnq+Qhegy8laX+8svtHb8uAkmOFW9MfU5O7ThlOx2RLurNlvpIyERZJn6FhWrwu+ce47hWyL0V1y+9VElJiTH4yefmjqq6E8lAHsYftQfjc3cA+98AcnIQ2rUbeUt/xrYpt2P76VfU7K7s458ReOphpPTrh+RH7kWrVkDHC45H4pKPgcf+T724t3wObFwOeA8FfJlGiT4r4SeulsFguNumE1EvbTUpSXWSCQkq0wgA3H13dJd6Wd30eNRkOlppNitKStRKaE6Ouk4ncWJ1Qb8vsTxBrEhJCRejkbaNNfk85hiVFCbawGZl+ZEFBKn5WlmpYvM2bzbes2jePXv21EqU19pfXDNuhPHcVypQ7af3gZ5nABf83vibObGTbk2S40ob0S314t4J1Bb1uuhKTFTl11JS1KD622/GMTMyjISZu3ap5yhZtwWz+/3//qdqtVtZ6iM9w0ju93YmkLL/ww9X4VBz5zpr40OHxo6Td4KTyaf5u1Yx9VZ07ar+yeJKRoaavDsV9dK3AeHWOPM9txJ/ciyzZ0ZlZe2kmDLe6u0TqllNTX4VU7+4AyuHXIpX8idi+rKTMDmzAoMz/oxB13vRtx/QbtdQtEIlXN8nI1idHmTDBmDlSmDx5wH8hl8w0vUppnT8CGd3fhMZ336sjmfOfi9x8UBtUX/oocqzxcpS//LL6nezaDaP3ZHat1X5LimTJtv6fPZF/ahRtfdldX46SUlqEUwnUpwtELtfTU935n5fWKgscYBqM9u3q77izDPt70OwG1MPhNf1BoxFdUAJix9/DG/vsqimLyiKSK2sxJAhqqveeNxUzPmsAx7YfhHOK7kXh2MljvqqAIfkeZGbtAspGI/EVa1RHByL/A3tsAmH4dctA/HTscrZz1t+P45OX43RHVbjwZ1/RO91P8Alt3tRmho/cnKMdiox+BIPn5cX3VK/ebNyB1u50nAxLipSi0G3367Ceqy2i5Qor1Mn4/t2RL18V9rcu++qsdRu+GB9ud/HS11FvbkyVTzu9y5X5PHArqU+I0MtsttBt9RLu9u/3+gzzfdVD5cCkOYvxWUJs3HZuzdi4x9uw9vtrsI7b/XFbaGL4Xc9jv7PFKJHKB2HrBqH7GFXIO1NIFQcQEnB6Sj69mhs+vFQbChtizV/Ohrfb81Gpv9YHHNMCOe2+RAv55+C3OdnK9//GRvVvGX7dmMu8+67qlLMe+8pUS+GyEilZXVR365deDlUWuqbCN1Vz+5k5qqrlLuHvkppFVNvh1hWJDvb6/F1dvcl39+0Sa2efvCB8Tenoj4hwZmol+RABQVqQP/lF3vnLlnD9czYEl8PGOLevJqpW2aLi42VyNJSuFKSkRHchYy2+3CYFg6L4Bbgqf8AORXAMPnQdBzdtdPvNybHkUR9WZk6bkGBsQ+v1374hVjq5T6bJ2/R3NJlpV8s9U5FvWTUzclRPt3xZNCPB/2+TK22liUmAo8+am/75ORwa1Sk845lqQ8EjPIt0c7VvA+97clg2a6dWlnW4630iZ/bXXs7wEiUF4mePQ1rcbSSdoC6h1blJ0XU6z/LMfX7+OGHKtZTF/V+v2onKSnh7vdZWYb7vWSt7d49/Nhm93tAhT1JOIzHE3siZxb1ugdLrPdLrrljR7WAM3du3Tyo6kpd3O87dqydbDPWPgC1jbjY2kHau0wEAbWtOUeLIOX6gPBSb0C4ZUjfv9Vzk0mrXpqxrAwoLsbhnlU4vPc+PPjrO1jv7Ykvci/Bt/7DMHcusH3TVOzE9XDdnwlfqjL0dOmi8haee1IBjp6Ui/Q2SUDbAUDQFR4iph9bwk5crnBR7/WqaguTJ1uLen0fV15pJOls3Vr973arzyPRpw+waJGyksq7IIJYv592Rb0Z2Vc82egjxdvGsix27OjMUi+WV8AIwwMa1lKvo1eKkMWY995TDUl/xiKiTJb6sDr1lZXIzcjD7a5/4fb+C7F9YxkWbuuJ75IuxNe/HYK3dnVFMbqh5LMcJIWKkOotQUeswiHYhWEXArN6PIrDdn4K97YtqorEylWAWxvfsrNVCd8rrggvlyfiNilJLbLGstQfcYQxHon7vZ5UWf9f8PlURv7iYuskhU5Eve795vHYc79fuVIt0Oru9/riVyzE+FRX7Hi96pi/63aH5+9y6n5fUqK2sSvqI8XU24mnl22kbxJR73IpnZCWphaSpMyyfg7BoOFFKW7zwSByfVtxw6gVuOHNyxGEFyuyRuOHo27Az4G2+GZrB+z/WdmoXCE/EkrORtK6LHQqWYb+nu/x+7E+DB6eiNzV78NVVgp8+LhxPLmXCQmqPYuoX7VKzW+lQpeI+v/9L/L9A9T96djRqA4FqH5aquhEW/isByjqdfRJq93JjFhHv/9eDTKhkLWl3g51FfVi6Y3XUp+QEJ7YRfbpxP1eLPWxJhO6+72Iel0Ax7oPYunULfUVFcZLqYt6/T7oE8VzzlGr+hUVqvOQ7cz3Ta7fypW6vFw9+19/Dbc87d+vChZbWVRE1NfVUq+XLzK7VEWrv6xb6vWFASf4/UrU9+8f+7v1RXKyEct91lnqf69XlWKygxNLfSxRHwsrS705G2pVldE+RBSZY+qzs43EREC4UK2oiPxudu+uFumAyCXtpL0nJEQW9XIvdM8aQC0aCMcfr6y60m47d1ZFXTduNKyHVjH1UhNWMp7rx5aJg1XFCa9XWen0czCji3rAeNZDh8YWufokc9u2uodF1ZW6uN/rdYjt7gOInMk6Err7PaDun+7qae7TAgGVx0Z+1o8lMav6hD2S6BIRqYv6igrVPqTdJyeja9HP6NpxIc599Eb12YCzlWn+6Wdq14HfWgwgH8jsoPrYrCzVTl2u8H5W8i7IQroIloICtY2EsJlFvfk6JEfA/PmGC2ksUQ8YbXrTJnVeIsB1b7Z4RX1KCvD557UX3GJx4YXRLfXR2vIJJ0R/p62Q6wuFwr3znGI3pl5Ht9RLslKZw+jCR88DpOes0EV9RYXapjrkp21SPibhdUwa2RHot015491+OzBoiJEEdckSILkdMOUq4OnXlNdXZaXx7upkZSlvp8xMow+XknoSAml2vze/s5s3AxMnht+zoqLanjbm+x8MGmN0SYlyl9axI+rNx5DjWOVdMtOvn1qETkoyFqetzjMSdhcPYpGY6KyqldXYLgJdzsuJqC8oMObnVliFSImHhd+vFqwWLbJXrUj2I32iuN9nZCjPkOOPV6JZqggIspAgcw4R9TLfqW67PlTgyPSfceQxPwNzTP1kaRDIGgeMvwB48021n/73Au17AWt9wNYt4dcIGIsloh8ktKSwsLaoj4RZ1OtJ+156SYVsNoKlvpH8ZlsI8VjqBXHD0zOVOrXU14f7fVKSM1H/4YfhxzRbEuy4pcn3CwvtW+qzstSEQdzvxVKv7zNaZnazO1d5ueoApC64YJ7omt19tm9X+9FjH83PQN9ekhDpon7RIhXfJfdBYra6dbPOTK673xcWhlvq44mpB5xb6mVw0/fhhMREJUhXrHC+bbz4/craEC9mUW92QxduuMF6MUawm/QykqVevEzEUi/vmPzTrTn9+qmQFBmI9fYebTKjD9yRLPVer6qT3blz7WvS24gMsOJGOXFieGZ3QE1WZLDv3FnlEBFLvZyDzwcce6xaCJI+KjlZPdcNG8LvnVX5Obl/Ho/a/6pVka/f71dJBp58Mvw+XXxx9FwIcnw5buvWwGmnNV6ISV2I5WFidx+AsfBh1wvH3Hb1+tjdu0fv03RR73YD992nftf76kgL3mZBIBmidVFv9byDQfV5aakqPbhoUfjfACWAJPt9UpIxvuvHln3rSV7z88PFu/5MJIu/Fccea/xs51kefrjyu16xAvjyy9pjbl1EvYTJOEVPaGgmlgiZNMm5qL/5ZjUmZ2fHlw9JcDpXA8It9RK2aPY6AYAXXjCOIX2YeDLpeVYkqaVYDQEjpt7tVn3lvn1GHh3ZDjCsglIFx4zMa/PyjG1EHMocTBLlTZ4M/P3v4e3R5VKW+g4djDmZXUu9lDMFVHs1J5u2I+olyZn+jJwstu7caZSP1GPS7VBf7vd6iKQdIol6J5b6M85Q+Q4CATXH9vsjhw1Gs9T7fMCcOcbndpG2Jpb69HTVP+bk1Bb0cg7iqh5F1AMwkgubEU9U+X5JSXiiPHP5XMBITllYaPTdJSXhov6nn+yJep9PiXqr86Kob2R0S5TTmy4DvHTAsr/Gdr+X2up2y30df3z47zIZEyZMqB3zakbcxgH1QowdW3u/Zq67Trn5i6Ver68r+9S9HnQ2bTIWYMyJ8YqKoot684prXp6RZEfvLHV0d7Tly9XPEucpnYdk3wVqWwnN6KK+PmLqgXALUnp69H2IYJP/47HU5+Sogb8lccYZ4UkBd+xQblEPPxz+vUMPjf7e2nmnrRbopO0lJqqJjsTUy7tqZamXTKpi7dm5U01iQyE10Yo02dCfqYR66L/LdVx4IXDccbUXdqws9XoiUTMjRtR2pfvDH4CTTlI/l5SoYwwdqnycXa7wxFi6tV6sC+Z3V363Y2nx+5XY+fRT5yUb9Wd3yy0qbrcpLfV2J5R2EifZ2QdgJEtdvdredjJ2yX3Sxd1DD0V32dRFvddreKaY3e+tnoE+Ed2+XSVIMot6q4zFFRVKQBUXqz797rvVGPT668pCDRiiPiVFvX/p6bVj6q1EfUFB+PXr/YBY9qPdB8DehD01VS1I6Odj9rKLV9TfdZeRzKq+iNU+nYSJCBJu0apV01nqJYHWUUcZn+n9qYgX3eIrpX/NlRnuvVfdI2lnMgbI+1VSYghw2S4YNMpIJiZaW+qHDFHj3/79xjH1MJekJEP4nHWWKlVsfmdlviHnKtZM3XJsdR/vv1+VwAWUd5aIJCE93V4GeXO+JzvviI7XW7sknN3t6sP93ilW16bPz+309507q/vr96uxzO9XYUFWmO+nVAmQua7kQHCijaSdSvZ7ecetjF2y72iiXh8TIi0gut3qeyLqZf4j7dNcPhcwLPW6qA+FVFstKlL7GDIktqiXXBMpKcDo0bXPi6K+kamrpT4zU3XmTWWp93pVSZuBA2t3gHYxuwcee6z1IKHj8xkva0KCWqWyWqnSkcl5KBQeU69fS1WV9TV07GiUjNBXAgFrUW92v9dfKBH1ckz9f0EXWTJ4VlSo44gbvdRQBeyJet393mypt9MGzK7z+uRtyxa1GBMJt9vo5ID4RL3spyUxfnx4G9uxQ2WgvvHG+j+WnttCkMGxqEgNEGZLvVm0yoTO6zUs76tXK3ddl0tZ5yJNvPU2r5dYAtQ7t2WL8Z3bb689yLrdtS31cu52YuoAJTokX4OIerPAsWp74lJtFj8ul5GRPhZ+vwoJ+O035zkfzP1wfYjlumB3QlmflvpHHlH5YqxiYK2IZKkHant/mdEXcLxeI8FQWVm4d0YkS73Ho6woIgx0UR8Kqe9kZYVP5ioq1JhVVKTax6efqmzgkyYpayIQbqm//nrlnWLHUm8W9fozkZj5WMTzLPv0CffKqYulXlyb65NoRo6RI+M/3u7dapFZ2mo870A8cy95V2Se8uSTxrGtvBxEVAJG8jKzpX748HBLvbw70h5KSw03ctmuoEB9Xlmp+vGsrNoLmf36qXAX3VKvz1GkH47Uz+kLw1LCz8pSbxVekpRkeMjt3WvEFguHHKK842Jh3re0USdu9LoLdWO73zvF6n1waqkX/H61aBkrLFPfn1SlkeojMsd3Ikjlvunu99H2YdP9HkBkrye5Bt2Tt7jYGF/M5XMBa1EPGJZ6KdMaS9QnJKh+uHdvYMwYNW/bUV0aT/o/8RhoIFrYrLyB0S31Tjv4Tp1U/MbttxuNyioBVazj12VS5vGozlNKKsQr6p02OFm1le2dIqLebGWQFzrSeVpZ6mUSJlhZ6vWJlZWoN983PQ5OstpXVqrjlJcboQC6+020yXA0S323brE9I+S7kSz1ycmxJ0h6ma543O8PBHbssD/JjgdzngMRxvrvIupFnOh9gLyLXq8xGO7bZ2y/a5dyrYuFDCo6KSnR+wfxApDzkVJAMujZRfqF0tLax4xUwiorS1neKiuNyevEiWqimp1tr2/2+9Vkf+/eulnqgbr3y3XFiaW+ruep9xuXXKLiKO0g98xK1OvJnazQJ1G6i/KYMcDf/ha+fzMyQTr0UOMzSUCqW+oPP1zleNC/k56uJmyyoPXFF+ozvfyiWOplLNffaY/HSN4oMfVVVer/SKL+tdes78Ett9S+rngWkvRj1UXUNwSnnhq5vOLHH8e/36efBmbPDl8cd4qdMEMz8n3JqK7vI5KoN1vqzaJexgF5fyZNUgse8m6Xlal+U7fUi0gpLlbbRTLCSAJfq3KOsUT9Bx8oS79+rgkJSijq8e6RrKdyP/bsqS3q7WKe00p4o935qr44Ddh/vzIzledSY2PV7+v9qhNRL/2A2UtCx7y/zEzDs8PvV/3iCy840wdnnQVccIHhfh/LG6dLFzXGl5Ya1Q2k3Yv1XYjkfu9yhVvrAXXdMlbYtdQDhqiXbeyI+kGDgCOPVPurrDTmmI3kfl8Hs/ABiC50nN50t1u5kOox9X/9q3P3oLpa6n0+ZbEYOza+jjNaTFwk6irqPR710phdf6IhCZH0RBxAbUu9uaOqrAwXsfv3Gy9dJFGviyxdrIuoN4ds2HW/l4ROMqn0elXYQu/eUS+9Zh/FxcYKuNP7rrf1eC31LZ3hw52XHnMiEM2ivqoqXNRXVam2mJMTvoprZalPT1d/37MnfJ92ypXppVUAw7oRq3+QyZvHY1hkCgqsY+EiIe9EWVntCX0kUS/ltWbPVuESgwfX1CPHq68q1+BYyH3u3Nl5PKQ5xrOlWOoPOcQQmfFilXHZDmJJ10W9uR1HQg8V08eetWsNodajR+T6yvrnshhVWGh4b/l8wIABymtD0EW9WD6XL1ceNPn5Kna4c2fVx44YoRbf1q0Ln5S6XEaOFbHUFxaqSWmkmPpI9/PBB8N/r4+FpOYm6k85pWH2Kx4adXG/j2fuZXa/F4s6ELnqjYj6vn1VW5Ga78FgeAiWiOY2bQwxK95Tuvu9LGABan8dOkQW9WKUCAZVDhN9LhNL1AOGO3F5uVEqc88eI5dKJEu9fj/EUm8V9x8L876vu05519idq4unhFNL/fnnq8WVxsYq54/TRHmCbGOufKNjttRnZqqSnOXlqi1KOTu7nnpy3NxcQ9THmq/MmaP61aOPBu68U4377dsbniL6WBiprQHq3kieLSBc1Osx9dIGzKJe2pS43+t5iCLh9ar3r1s39bveH8ix6H7fyHTsaCT1iFdc6y+a04lgJBdDu5x5pnKXT09XA2g8+6qrpT7SxCsaoVBtUS8dTKQJubjf6zE7gHoBddFu5X7v8RjJa4DY7vdyXgkJxkCYm6smdGKpBwzvgViiXgZnWWXPyDDCAuzeP1kI0d0/naB7Fhysov7114Fx4xpu/1aWerG6yO8ejxKp+oRO96BISTFEvWSM17FTjtBqAmVHNEhFCK9XeSAtXWpkh7WLLurN5xpJ1AvBoEqy9o9/GCVuWrWyb6nPylICy64LuZCSYpRbA1qOpT49XZWcqgvxukCbvUx0C5odS7052ZYgC0EdOkT2SrEKcyksNBKgiqjXz0EX9ampavFo7161YJWXp0p/iajv108tKtx5Z+1KDeZzyM9XbTSSpd4u9eF1IZajg4XGjqnX+3FZCJT3x+q+65b6ESNUmGQkS/1xx6l3SJ9LijFAT5Snl88Vg4aeDFYnEFDf3bpVtXc92aoYFiLNWXv1MjwIxf1eRL3Z/d7q/ss8ReZ68TwjyS2go5cSjsXddwMvv2z8bvcc9BwHjYmVqI/XUh+PqM/IUHOTSy9VxxVvu3jyjYn7fefOtRcwzd8V48XGjaqdSzk+XdRbJU7UcbvDPbWKigwxrVvq9fdIvme21FdWGu9YLFHfv7/SYfK7fq/0MbIuOi8GFPU6kyer5E5A/AOqkxfNTF0t9a1bGxPneCei5kR5dtAHRCereIAx0FmJenGXssJsqZcOsLhYxbRIjJZV9nuPJ9zturIyPPt9NPd7PXPs4MHhsWaJiUaZsWgTcVmxl1X2rCwjftmuYPJ61ap7RoaaiA4ebG87QbfUO31mxB7mZ1lVpZ5TQYFyJ6+sVG3lhBPUczzvvPD3NisLmDXLmJxLhmd9v7FWvr1e5do6fHjtz+30D/okrbzcyPRsF+lLgkGjDKFgR9TrExhZ+LJz3n6/siDFWmCzIiFBiTqhpVjq64O6iPr6cL8353awc+16/yVlwgoLje1lsqV/T0+U16qVEjlFRUZ2ZhnTQiF77V0vG1Vfor6uba65WeobGvGiimcOVVdLvXkCb/UeiaVYttPnN2ZRf/PN4V6fIuqPPloJK+nTEhLUYlRGhmrzjz5qJDQzI6JeFhbKy43+V/6P9P6vXm38rbxcnWtamgpx0t3vY1nqgbq535v37UTUd+yoFieE5p4TqLS09vPQF0Ddbvv9tbSXaKLe4wnfX2amaitpaXUX9WKpz86uHWpkheSuAoyEjHqiPI/HepFHvxYR9fJumN3vu3c32n0k93vxUNy9W40NsUS9OfzJKoyPMfWNSLduwDPP1G0fdRmM63MFpy6i3uk56KvUTrf1+9VgLIksBLH+R5rUmWPqdUt9x44q0RNgHVNvvs/yWSRrUXa26th0UR8KGYJBsnVKLH1pafSVXXkuXq/qRHJy1H6ciHqPR4n6zEzlGnreefa2E+oSakLsYeV+73YbA4n5GYwZY2SGF6St+nzGQpRueY8l6hMTlQun7jYcCtnvH3RR7/U6F/X6u3TJJeF/k1JhkTCLepk82+ljEhKUddXvd26pN9PUlvrBg40yb80VswXCnCjPrvt9hw7hfxNxHo1IlnrAaEOtWoUvKumW+jZtlOeWWdQ7WfSUBI4FBao/j5T93i71YalPSrKXgOxAI575l91FTqvjWIn6SMfo3NkILxJRv3y5IZR1o5D5Z49HJXS86KJwUb97t5oDSChJJHSrPqD2IUYg8W60c+/knUpPV8fW502JibFFvVhNnWLlBSBhC/HQlH26HUpKai9yxpsoT/rDaDH1Vu73gPosEFDz2tTU+Ix+gLNnZU5mZ7bUy3w7mvu9iPrsbNWn62J69mzllS2u8iLqKytrW+qzs1U7z8yMLer1v0cS9Xb6ijpAUW/FiSfGv21dLPX1Lerj2VevXsCttzrbRgR4VVX0+t6RthXMlnqfL7KVTdzv9eyaQO3s3GZRf8ghapKsd+iSfCaSZWXAACWgJVutnuxGYurlBZa6mNEGV10kFRSoTkMs9XbdvHRLfTyDE0V9w2NOQKjfc6vfgdo1fAFjAPvjH9XvXboYbTqW+72IC5crPB+AlF6Jhb4a7vXW9hSIRaSFMkB5IURL0qiLerfbiF21095TU5WrpQzUdaGpLfWHHWYvj0BTYrbU65P7WJZ6t9toB1aiPpY1ytwe9ThjPamXfg+Li9UkTcaN5GRD1OflhU/I7Iyj99yj/hdLfaSYervUZR4huN3hYSQHC049cwA1Bscqw2tGnqv047HaicejwiLnz1e/y3xh+nSVAFW31APh7vz6Io/ECwOqXW/apOY1eqywFYFA+CJZYaExftiJqRc2b1begWZLffv2ygprlTtB7+frksS5Lu73Zpq7qPd4aveHDz9svegTi6OPVt5nl14a/Xj6/lJTVbhgUZERU5+YCEyZ4ugyat6L8vL4wy7Mol70gR33+86dgW3bwg13F1xQ+xj6grRuqc/OVkmJ7Yh6O5b6nj2Bm26yd+1xQFFvxf/+F/+2dbHq1NX9vj7Ow+12nhFcj6l3it8fLpLlM683uuusWPilE9Kz35tFvX4frrkGeO459ZkcT+LUok3C9BJlugu+WOqlkwkGY6+Y64N2cbES5k7d78VSX1dR/+67yg2J1D+zZ4f/bq7mEKlkoxlpW2LpDgSMSVKsfAjybspKu44dUV9XS300UR+rNrGV+70++No5tpPvR6KpLfUtAZnQSL/qxP0eMNrz73+vLJciwAsLYyen1NujfLewUO1T+mbzYmlFRXiVERmHxFLvtN0cc4wRL9zYMfWbNzvf/4HIhAnAQw85S+QpJCcboZd2ieZ+b4XZEip9WkmJGsulvxILqdngIcfT95GQoBJADhwYO1RF3hPZ75YthgXdiagvKlLhLCkp4eVS+/YFzj7bekzyeJSwqqhQnmbxLFhZud+LQSUe6urB1dBcdplRXlPo08f42Ymob90amDkTuPbayN8xt0+3W4XuVVUZ7vd+f+0wuljoot5un6qHe+ju95InRdzv7Vjqu3ZVeSTE48AKfYxKTQ231Gdl2bfUxxL18p14+iibUNTXNx07qkYUD/U5eawP9z27xJNkRli61HARvP9+4NxzjZdVr/1rRl5OKV9RUqK2eeSR6JZ6QV+1M4v6SNdiJeolpl4X9XqpOSt0kSQxm+XlqtN1mslVsqI7RZL7nHQSY+obCnMWYomhj/R7JPTwluLi8EWjWFZMGawSE40QFdmmqUV9LKxEfWqqslY4OX5dPVGa2lLfEpAJi9+v2qYT93sgfJFqwABj0mbH/V7K3gGGV4bkKhk9OnIC0s6dVf8ryfQAa/d7J+TnK2+3++4Lt6w6xUmba4pyW82R995Tsej1ZRiJhVQqkVwf0sZ79LD+vlk06Z59IuoTEoBnn1V/198Zsyu+kJioEoodeWTs85V+W4w2+/ap/lQPCbPT5r74QiXyk+/anT+0bWv0483BUh/NFb054PNF98SrD28eO/uTdilVD5wiz8eJpb5XL6Od+nxGCei9e412EK2P9njUe3X++coqv3u3uja99KnOI48Y56mPXeJ+v2uXMqBFa2tmo6x5oa+RjAON1PsdRAwaFP+2zcFSH++x4k3Ik5trJO/IzlbuRiJEYrnfA0ZmUlkxluzzQseO1h2j7i4nLrrDhinX5kj3LZKlXl5ecXPu2TN65yf7//RT9X/fvmo/kRLcWCGx1NGShUSjooLWx8bG7Hlid3KjDw6Jiep9SU6unfzOTDCosixLrGNJiapZL9ZMuwnA5BxdrqYT9XryyY4d7e/DjpU4Fo25QNpSkf70+uuBzz8Pz9xt5xmYF0E9HrUPO+73uoiS7xYUAM8/r/JUzJ9v/fwkk30oZLTP1NTwpGVOKShQk1EJQzMLObs4aXPxJjckdUPafGUl8NRTxsKUlKmz+r7Zyp6fr/plcb/XieRxqLeLhARlhTz88NjnK/tv1Uq10z17lNA+9lijsoSdtjpsmPV+7VIXUW9lqY/nPX30URWy0JKRxdP6IlJf5fcbx4lH1MvzcZr/ICNDzVckpn7fPuCVVwzv1FiivrRULdKKR5bbHXnB7dBDgR9/VD+LoRAw3O9XrVILDfXhft/AUNQ3J5pDTH08uFx1S8hjTi4hnXe0JFfSuSQmGi5sel1i4YQTrLfX70/79qrzGD1aTfQi3Tfp2PQSdiLS9Bif66+Pfr3yYm/dqo4dCFiXL4mGdE7xdhTxDqwkfpKSwrPPxiPqAdXmkpOBzz6LvZ20c1n4OuQQYOhQ9Xe7MfXyPlRVGV4tdqlPS72E6TihPiz1dL+Pjdyj1FRjEiiLR8nJqv57NEaODP9dcj447RelTX/3nWGVGTu29veefdYolyfH08Of4rHUu1xqEUJPChbvpNupFW7fvviOQ+JHEm9Jqc1YmEWTy6WSKn73nXp+ZpfcSO73+iJOQoIS53ZyGcmxW7VSiwl796rx4IgjVAhevHPGeHKWxAqpsSIpqXZfnpcX/h7bJdYcrSUgeTzqi0h9Tn2Jeqcx9ZLc1+8Pnzfp+iBSe5WYeq/XsPjLGPXNN9bb6G1LxgMJF7Hjfp+YGN7fN5Gop09hc2LoUOsJSDw09kS0Luetv0x+v/2YesBYrdTjhc2xw1boXhEdOgDbtxufO7XUi/jw+exNxOQ77dqpATEjIzwrrR26dIl9vtGgqG98kpLCRUq8ot7nix1LL0hZJN39XsSxU/d72c5Jzg0nycbMRLLUO6G+LPV0v49O9+5GuSixsuvu9zffHH17cyJAiVN2ivTR69ZF93yaOrW2hVtvK/G635szVsfrwebUO0SvbkEaB7EW2l1stLKEytxD3O91zO735vYgHpJiAd2xw955ZGerxYQ9e8Ljh4PByDXuI3HooWo/TpAwRafMmlXb6zIvz3kOKGJNNEu97hnqFJnDOxX1Uu/dLOoTEtRCjh1LvczLs7ONa4vkTW1+/+S9yMlRC2CxRH23biqEWN+f/v1G8vijpb45UZ/JEyRZUUtAn1zpya2iiXqZLCUlqe/oQt7OIKOvSs+caVhXoi2GSGyoDEgSHiD7siuw9e+43WpC5jS+y+dTLmTxinopa0YaD7Ol3pw4LxLmsByfz761/Jxz1P+6qJd9xUpUB6g2L1YVmbza2U4/V/2YTqgvS31dPZb0mOuDgb/8xfk2AwYYP3s8dR976uKiK9hxSy8rUxM+IDwuWkK5nBAK1a+o50JS80Zi6usi6kUsbdlSu1JBJEu9IHM86d/silu/XwmV/PzwuuPxhHGsWOFc6MUr6iPFl9vxkiCxiSbqZcyPp0+Wua2TRHmASgx8002qvaxcaXweCBil9WKJejle27ax+9NIol7Gh8zM2NdP93vSYAwZYi95SnMgIcFYPfP5VMmMo45SMeexLPWJierlLSkBJk1SSQqlDmw0dFHfpo3x4kbLazBmDDB5sjEgSZkwp5Z682QxVq3xSFx/vYoDirejaKzwDKLQhTVgJOmKhd8fLg4kGZkdpHRLYqJabQaM5/7yy7G3F0sQYJxrU4n6eFw268NSDxxcot5pSVMzEu7hVBTrSM4PpxZ7eU/sllZNSDD6X13UV1bGl0iLov7gQSz1dj2IrNybpe2tWlXbs0QX6VaCQES90wU0n8+wyOuW+niIZ/EuXlEfCVrq64doifLE4BjPwo8u6p3MVaVd+v1G6cTycrUQlZSkKi1EShIqJXB1UR/r2JFEfVaW+j811Vm5zCZKlNdko8aGDRtw0UUXoWvXrkhMTET37t0xbdo0lMe4aVOmTIHL5Qr7d7Qk+SAGUvahJdCmjRHn4verRFhJSdEt9X37qpesc2fgjjvUZGr4cODPf46cDENHF/X6fYr24qWmqnPVz8nlCi9pZ+eep6QAp59u/B6vqAfit9QDTLDU2CQlGQOcE0vg8OHKXVhwYqkXEhKM0ldOJnF6IkYZ8J1MouSdiEcUm93v45l81kdMPaBcP4k9zO738SAJsJyWrBJR3q2bve8nJRkxudJWOnZUrsy6V40dpDpFfYh6qXZBmi/14X4vY/+aNeElFoHwRVcrS70Ieidt7O9/V+chRgy96k9jUd+intUf6oecHFVGz4xuqY+HoiI153WaKE9PZC3z7CeeUG03O1uFe0WaO8u7ImOHHUu9+dxkWxH16en2jSmy/cFkqf/pp59QVVWFZ555Bocccgh++OEHXHzxxSgqKsLDMUoWnXDCCXjhhRdqfvezJNeBgy6Mo4n6o48GevdWg1qfPqrkhBNxrAsNffIUSyT7fMCJJ6oyMoJMQO1mOu7WDXj7beP3uor6eC06dbGkEedI5npATcTsJrcyC1O/37moT0w0wlKciCTdUu92qxq1TqwzCQnA1VcDn3xifxvBbKmPZ/JZX5Z6J5UpDnY8HuUxVZcJjLjfO50IBgIqFnPmTHvfT042RL3kc1m9Wr0vFRXA2rX2j+33q6zi9SXqSfNGEuWVldn7fiRRn5WlvKiieZdYeW6Ipd5JG7v0UtUfi1CxKhPX0ERLgOwUp/0DiYzXqzxkzfj90UvrxeLQQ4GTTwbmzHHW1uS7EuISCqnzOOccI6zQzrYAcNVVsRcmzIuoIuDT0tTC0ckn2z934OAT9SeccAJO0DKTd+vWDWvWrMGsWbNiivpAIIC29Rl/TpoPdkU9YFhxMjKATZucZUEVkXDSSeGDYizx4POFC3oph+TE/d5MPNlbhXgt9W43RX1jc8UVhqum329/MmjGSaI8QUS9U3GsV2ZwuYDXX3d2XLcbGDcOWLTI2XZA/Yj6+rLUE/t4vSqrtiTOiwcR9aWlzmJ2AwE1ebMbZ5ucHO5+7/OF51exa/GX7fftC1/0ije3AIVK88fpuBtJ1I8cqSyk0Z65lSAIBp2LejmPjh2Biy6Kf9GpLjhZCIkF35OGp64L4xdcAJx6qhL1Tp6XvCuVlcYY4PerENhYmC31dry5s7LCDS2pqeocBgwwvBydcLCJeivy8vKQJSuIUVi4cCFat26NjIwMHHfccbj//vvROopLaFlZGcq0TiQ/Px8AEAwGEaxPNyBSZ1xZWUAggFAwCLfHA3cwiIoIz8hbXo4qtxtVycnwlZWhIjkZIbvPMxSC1+NBxb//rX6v3s7jdqMqFIq4H7fbDXf79nBt3YpgMAhPVZUSOwkJCLndcLndqHTaplq3huekk5xvBwBVVfC4XJbbStu2auNerxdVpaWoYvtvPMaNU/8Hg3D7fHCVlcX1zD1eL6qq3xG7uHw+uHfuhCszEyGbbdQHIFidN8IHIOR2R3wXox67/auVmgAAIldJREFUqgpuj8f5tX75pXJJDQbhBuCKsI9o7dzldsPl8bCdNyIelwuVQJ2sce7q/h/79qEqLc3283N7vYDLZf/7CQkIVY8bXq8XFeLmGQcerxcoKECltg9PIBD3O27eLlo7J42POxSCq0cPhCZMsNXe3C4Xqiorw9qXKykJ7uRkVB53XNR256qqglvrtz1DhsC1Yweq/H64/H5HbcztdiPUvTtC55wD1wsvAFVVjsaSuuKp9sCJdM5s580Lj9eLSpcL3r594xr/AQBVVfABqIgyt7bCB6CqrAwunw8uABUul63tvS4XXAAqHYwFANQir7xj/fvDtW4dKupg/PJo76wbQEi7/oZq381G1K9duxZPPvkkHnnkkajfGz9+PM4880zk5uZi/fr1uPvuuzFq1CgsW7YMgQirjg888ABmzJhR6/NPPvkESU4tXqRhcbvVSzVvHjr/9BOOqKjAvHnzLL86at8+7NiyBT8uWoST3W4sWrkS+QUFtg6TsGsXjioqwmemfQ/csQO/LlmC/AjlYbqvXYuulZX47KWXUD5vHo7atUuddkUFtv/0E9ru3o0vI5xvVKZOBeLYLrBvH/ru3IllUbZdsGBBrc9OdLmweuVKrIvnXEmd6bdtG7J378bCOO7/UXv34qdvv0X+/v22t2n9/ffosmoVUv1+5O3ejW9sHPcUAPPefx++wkJMAFBcUoIP4zjfnO++Q6+CAnweT1vbtAkA0HvDBqTt2xf13bJq5x1+/BEZmzfjR7bzRqP/1q34edEilKxZE/c+Dl+7FpnFxUjYtw8bdu3CGpvPr8f69fAXFNh+3j23bEG+14vt8+ZhRGkpFn/2Gcrj9Jzqv2MH0nftwmf/9381nw3Nz8eSeN7x/Hx8HWE7q3ZOGp8uq1ejvE8fbO3Y0dbY3T4tDTu/+QYVq1bVfJa8ZQu679yJlTG2z/7+exyyeze+ku/dfjv6z5yJ0k2bkL5/f8S2YkWvzZuxddky5O/di46rV8NVWYlNjdg/Dty1Cwl792JxjGOynTcPhuXnY+WSJSj805/imqMCgKesDCcB+Prbb7HLQWnaUwBs3bgRyaWlyASw7Pvvsd2GZjuuqAgZAH5YswYb4jxn74QJGPPf/+L/4tw+cccO9N27F0urt++wYweK3G7sr14kKHaas8Um9S7qp0+fbimgdZYuXYrBgwfX/L5161accMIJOPPMMzFVTwhlwdlnn13zc9++fTF48GDk5ubivffew+l68jGN22+/HTfccEPN7/n5+ejUqRNGjhyJbEkYQpofAweiYuRITJgwwfLP3oQEJPXogdyTTgIyMvC7E0806rfHYutWeJ5/vta+PW+/jbbHHQf062e5mXvtWrjffRejTzkFSEyE59lnAQBV112H7LVr4d60KeL5Ngi7d8PzwQdoY3HMYDCIBQsWYMyYMfCZ3Kc8gQB69+yJXo15rqQG92efwf3zz3G1Fc/LLyNn7FigZ0/b27iSkuD+5BOgQwckdexo67iVl1+uvlft2ZSUkhLX+bqSk+H+6KM6vRfuL76Aq6zMch/R2rmrrAwuALls542Gq7wcHcaMcZ73QcPz7rvArl1wbduGHkceie42n597zRpgxw7bz9sVDCLUvTvQty88996L0ePHx13z3f3++3Dv3BnWRt3ffhtfuz/2WEyQMIBqorVz0vi4tm4FsrIwwO7ztfpeZSVw/PHoGCPMw5WWBvfXX4e3rbVrAbcbrspKZ21sxAh0S0hQBpQOHYDKSvQbOND+9nXE8/bbQEVFxHNmO29eeGbNwrHHH69CquKluuT0UUOHIjRihKNN27dqpd6TX3/FoKOPRmj8+JjbeO69F1i/Hn0GDEDveMf+oiJ4U1Pjn7ds2QLP/PnG9qb97LFTejsO6l3UX3XVVZg0aVLU73TRhNfWrVsxcuRIDB06FP/4xz8cH69du3bIzc3FL7/8EvE7gUDA0orv8/nYaTRnOnWKnqAqGIQnEIDH5wMyM+Fr1cp+7E9CAuDzwW3+vs8Hd/XfIm6Xnw9faqpyu6+O+3GPHq1qzXq9tffZkGRkAAMHRj2mZTv3+eCpqlL3jjQ+1dnB4+p/EhLgzshwFueWmqqSMXXuDPj99tro00/DU308QLmyx3W+gYD1u+aE6rg+x+08MRFISGA7b0zOPLPu+5BcJccfD8/AgfafX1ISIGOCHc44w/g5EIA7OTn++NHqpJJhbXDGDMQVRZmZGfFPnLc0EySxYl2ehc+nEonZOZa5/7vhBuC114DERGd9q+6JohnXGo1AAKioiHnObOfNhLr2ixreaHPrCLgrK2tyP3iTkuxt7/EARxwB75Ah8Z93YiIQCMTfBqsreEVq5w3Vtutd1Ofk5CBHamDGYMuWLRg5ciQGDRqEF154Ae44kozt2bMHmzZtQju7dWnJgYOeSCs721mGzkiJt6LVqQeMmBvJlPnzz8b361JeLl4SE4Gbb3a+nZSLIk1DIOAsAZjOuHFGSSK7SKK8/v2dD3LmknZOiTfJXX3so76y35PGRRLlvfuus+3qks27rkkV6zOrN2n+nHZa4yVqs8p+D6j22hTJ7uqCz+es3jdpWuoj2ay03XhL2wYCwN/+ppLW2cHjAV59Feje3fnxBK83/kSngNIKdhbs6pkmq1O/detWjBgxAp06dcLDDz+MXbt2Yfv27di+fXvY93r16oW5c+cCAAoLC3HTTTdhyZIl2LBhAxYuXIiJEyciJycHp512WlNcBmlKdFF/+eXOy2VYDcixMlSaEzJeeSXw44/q53iz3zcF9V0rljij2nodF+ed53ywSUhQoj4z0/lEVN6HeOtm14eob+o69aRxqayM73nXRdT7/XVrp7GqtZADi6ysupWjdUKkeYnPVzfh0RRw7tGyqI+FcZkXm0KKbFFRofr1a64BbBqM6yXTvNsdXp7UKcnJwLRpdTuHOGiyRHnz58/Hr7/+il9//RUdO3YM+1soFKr5ec2aNcjLywOgsmZ+//33eOmll7B//360a9cOI0eOxOuvv47UutRRJC2TN94wSg5NmeJs20gW+aOPNmq4WmEW9VdfrbJ0Ay1L1C9Z0ngTElKbuljq4yExUQmlzMzwsi128PmAp58GnnoqvmM3paU+N7f+yieRxqOiIn7PjHgnc5deGv/ClRybop40BG53ZFHf0iz1KSksRdeSmDSpbmWXAaNfjSfPSkWF87lSfYh6l6tOeWGaiiZ7s6ZMmYIpNoSYLvATExPxwQcfNOBZkRaFw4QbYUQSCeefH307q9KJr7yi/m8K9/t4MS2kkUamKUQ9oES9zQoRYdRlwaopRX337nVzwSNNw113xSeQ62Kp1+Pr46G6VBch9U4kUe/3tzxRf+edKh8AaRmcfHL97SsekSzu906I9L44pQUai7lcRg5OvN74RJWVqBdakqWeNC1NJepzc4GtW51v73a3TPd70jLp0ye+7QKBpmsnhYUtchJIWgDR3O9bmqhPSlL/yMFHPKL+kkuie89a4fHUz1z8uefqvo9GhrMkcnDi9wNxVFtAIACMGmX9N5+v5VjqSdPS2AncJO6yQ4f4RE+kRE12aEpLPTm4SEhounaSlxd3OTxCohLJ8njYYfHFKRPSFMQTo37uuc63qQ/3ewBo377u+2hkOEsiBy9OV/+Ejz6y/tzrpaWe2KOxLfVeL1BcrJI6xrOY0NSinpZ6Yoff/a5pynQBwP79dY89JcSKSKK+VSv1j5CWQGPNj+vL/b4FwlkSIfUFLfXELo0t6gG1Sn7IIcDEic63bWr3e1rqiR2kdnhTUFQUtb48IXFTX+7EhBwM1JelvgXCWRIh9QUt9cQudSlpVxcyMlSFB6c0taWeop40d5577qCdSJIG5iC2PBLiGIp6QkidYaI8YpemsNTXhbqI+tTUuldboPs9ae7QDZo0FJFK8BJCanMQe7YcnFdNSENA93til5Yo6uN1v2/VSpUoqwu01BNCDla6dgWmT2/qsyAkfuKp0hBvjpJhw1rW/Koe4SyJkPqC7vfELi1R1Ddl26alnhBysOJysbICadmUljrfZv/++I51003xbXcAQAVCSH2RlGSUDiMkGmlpLStTdlOLelrqCSGEEEIiQlFPSH3RuTPw4INNfRakJdC9OzBjRlOfhX0o6gkhhBBCmi0U9YTUJ4ypJwcidYmpr6/jU9QTQgghhFhCUU8IISQ6tNQTQgghhDRbKOoJIYREh6KeEEIIIaTZQlFPCCEkOh4P3e8JIYQQQpopFPWEEEKiQ0s9IYQQQkizhbMkQggh0WlqUX/ccUB5edMdnxBCCCGkGUNRTwghJDpNnf0+O7vpjk0IIYQQ0syh+z0hhJDoNLWlnhBCCCGERISzNEIIIdGhqCeEEEIIabZwlkYIISQ6Te1+TwghhBBCIkJRTwghJDq01BNCCCGENFs4SyOEEBIdinpCCCGEkGYLZ2mEEEKiQ/d7QgghhJBmC0U9IYSQ6NBSTwghhBDSbOEsjRBCSHQo6gkhhBBCmi2cpRFCCIkO3e8JIYQQQpotFPWEEEKiQ0s9IYQQQkizpUlnaV26dIHL5Qr7d9ttt0XdJhQKYfr06Wjfvj0SExMxYsQI/Pjjj410xoQQchBCUU8IIYQQ0mxp8lnavffei23bttX8u+uuu6J+/6GHHsKjjz6Kp556CkuXLkXbtm0xZswYFBQUNNIZE0LIQQZFPSGEEEJIs6XJZ2mpqalo27Ztzb+UlJSI3w2FQnj88cdx55134vTTT0ffvn3x4osvori4GHPmzGnEsyaEkIMIxtQTQgghhDRbvE19Ag8++CDuu+8+dOrUCWeeeSZuvvlm+P1+y++uX78e27dvx9ixY2s+CwQCOO6447B48WJceumlltuVlZWhrKys5vf8/HwAQDAYRDAYrMerIaT5IG2bbZzUmcpKeABUNsO2xHZODgbYzsnBANs5ORhoqPbdpKL+2muvxcCBA5GZmYmvv/4at99+O9avX4/nnnvO8vvbt28HALRp0ybs8zZt2mDjxo0Rj/PAAw9gxowZtT7/5JNPkJSUVIcrIKT5s2DBgqY+BdLCSdq2DT23bMGKefOa+lQiwnZODgbYzsnBANs5OZApLi5ukP3Wu6ifPn26pYDWWbp0KQYPHozrr7++5rPDDz8cmZmZOOOMM/Dggw8iOzs74vYukxtoKBSq9ZnO7bffjhtuuKHm9/z8fHTq1AkjR46MehxCWjLBYBALFizAmDFj4PP5mvp0SEtm/Xp4vv4a7SdMaOozqQXbOTkYYDsnBwNs5+RgYM+ePQ2y33oX9VdddRUmTZoU9TtdunSx/Pzoo48GAPz666+WYrtt27YAlMW+Xbt2NZ/v3LmzlvVeJxAIIBAI1Prc5/Ox0yAHPGznpM4EAoDXC3czbkds5+RggO2cHAywnZMDmYZq2/Uu6nNycpCTkxPXtsuXLweAMMGu07VrV7Rt2xYLFizAEUccAQAoLy/Hp59+igcffDC+EyaEEBIdZr8nhBBCCGm2NNksbcmSJXjsscewYsUKrF+/Hm+88QYuvfRSnHzyyejcuXPN93r16oW5c+cCUG731113Hf785z9j7ty5+OGHHzBlyhQkJSVh8uTJTXUphBByYJOSAvTo0dRnQQghhBBCLGiyRHmBQACvv/46ZsyYgbKyMuTm5uLiiy/GLbfcEva9NWvWIC8vr+b3W265BSUlJbjiiiuwb98+DBkyBPPnz0dqampjXwIhhBwcZGYCN97Y1GdBCCGEEEIsaDJRP3DgQHz55ZcxvxcKhcJ+d7lcmD59OqZPn95AZ0YIIYQQQgghhLQMGCRJCCGEEEIIIYS0UCjqCSGEEEIIIYSQFgpFPSGEEEIIIYQQ0kKhqCeEEEIIIYQQQlooFPWEEEIIIYQQQkgLhaKeEEIIIYQQQghpoVDUE0IIIYQQQgghLRSKekIIIYQQQgghpIVCUU8IIYQQQgghhLRQKOoJIYQQQgghhJAWCkU9IYQQQgghhBDSQqGoJ4QQQgghhBBCWigU9YQQQgghhBBCSAuFop4QQgghhBBCCGmhUNQTQgghhBBCCCEtFIp6QgghhBBCCCGkhUJRTwghhBBCCCGEtFAo6gkhhBBCCCGEkBYKRT0hhBBCCCGEENJCoagnhBBCCCGEEEJaKBT1hBBCCCGEEEJIC4WinhBCCCGEEEIIaaFQ1BNCCCGEEEIIIS0UinpCCCGEEEIIIaSFQlFPCCGEEEIIIYS0UCjqCSGEEEIIIYSQFgpFPSGEEEIIIYQQ0kJpMlG/cOFCuFwuy39Lly6NuN2UKVNqff/oo49uxDMnhBBCCCGEEEKaB96mOvCwYcOwbdu2sM/uvvtufPjhhxg8eHDUbU844QS88MILNb/7/f4GOUdCCCGEEEIIIaQ502Si3u/3o23btjW/B4NBvPPOO7jqqqvgcrmibhsIBMK2JYQQQgghhBBCDkaaTUz9O++8g927d2PKlCkxv7tw4UK0bt0aPXv2xMUXX4ydO3c2/AkSQgghhBBCCCHNjCaz1Jt5/vnnMW7cOHTq1Cnq98aPH48zzzwTubm5WL9+Pe6++26MGjUKy5YtQyAQsNymrKwMZWVlNb/n5+cDUN4BwWCw/i6CkGaEtG22cXIgw3ZODgbYzsnBANs5ORhoqPbtCoVCofrc4fTp0zFjxoyo31m6dGlY3PzmzZuRm5uLN954A7///e8dHW/btm3Izc3Fa6+9htNPP93ROc2ZMwdJSUmOjkcIIYQQQgghhDiluLgYkydPRl5eHtLS0uptv/Uu6nfv3o3du3dH/U6XLl2QkJBQ8/t9992HJ598Elu2bIHP53N8zB49emDq1Km49dZbLf9uZanv1KkTtm3bhuzsbMfHI6QlEAwGsWDBAowZMyau94qQlgDbOTkYYDsnBwNs5+RgYM+ePWjXrl29i/p6d7/PyclBTk6O7e+HQiG88MILOP/88+N6gffs2YNNmzahXbt2Eb8TCAQsXfN9Ph87DXLAw3ZODgbYzsnBANs5ORhgOycHMg3Vtps8Ud7HH3+M9evX46KLLrL8e69evTB37lwAQGFhIW666SYsWbIEGzZswMKFCzFx4kTk5OTgtNNOa8zTJoQQQgghhBBCmpwmT5T3/PPPY9iwYTjssMMs/75mzRrk5eUBADweD77//nu89NJL2L9/P9q1a4eRI0fi9ddfR2pqamOeNiGEEEIIIYQQ0uQ0uaifM2dO1L/rIf+JiYn44IMPGvqUCCGEEEIIIYSQFkGTu98TQgghhBBCCCEkPijqCSGEEEIIIYSQFgpFPSGEEEIIIYQQ0kKhqCeEEEIIIYQQQlooFPWEEEIIIYQQQkgLhaKeEEIIIYQQQghpoVDUE0IIIYQQQgghLRSKekIIIYQQQgghpIVCUU8IIYQQQgghhLRQKOoJIYQQQgghhJAWCkU9IYQQQgghhBDSQqGoJ4QQQgghhBBCWigU9YQQQgghhBBCSAuFop4QQgghhBBCCGmhUNQTQgghhBBCCCEtFIp6QgghhBBCCCGkhUJRTwghhBBCCCGEtFAo6gkhhBBCCCGEkBYKRT0hhBBCCCGEENJCoagnhBBCCCGEEEJaKBT1hBBCCCGEEEJIC4WinhBCCCGEEEIIaaFQ1BNCCCGEEEIIIS0UinpCCCGEEEIIIaSFQlFPCCGEEEIIIYS0UCjqCSGEEEIIIYSQFgpFPSGEEEIIIYQQ0kKhqCeEEEIIIYQQQlooDSbq77//fgwbNgxJSUnIyMiw/M5vv/2GiRMnIjk5GTk5ObjmmmtQXl4edb9lZWW4+uqrkZOTg+TkZJx88snYvHlzA1wBIYQQQgghhBDSvGkwUV9eXo4zzzwTl19+ueXfKysrceKJJ6KoqAiff/45XnvtNbz99tu48cYbo+73uuuuw9y5c/Haa6/h888/R2FhIU466SRUVlY2xGUQQgghhBBCCCHNFm9D7XjGjBkAgNmzZ1v+ff78+Vi1ahU2bdqE9u3bAwAeeeQRTJkyBffffz/S0tJqbZOXl4fnn38eL7/8MkaPHg0A+Ne//oVOnTrhww8/xLhx4xrmYgghhBBCCCGEkGZIg4n6WCxZsgR9+/atEfQAMG7cOJSVlWHZsmUYOXJkrW2WLVuGYDCIsWPH1nzWvn179O3bF4sXL44o6svKylBWVlbze15eHgBg79699XU5hDQ7gsEgiouLsWfPHvh8vqY+HUIaBLZzcjDAdk4OBtjOycGA6M9QKFSv+20yUb99+3a0adMm7LPMzEz4/X5s37494jZ+vx+ZmZlhn7dp0ybiNgDwwAMP1HgO6PTs2TOOMyeEEEIIIYQQQuJjz549SE9Pr7f9ORL106dPtxTHOkuXLsXgwYNt7c/lctX6LBQKWX4ejVjb3H777bjhhhtqft+/fz9yc3Px22+/1evNJKQ5kZ+fj06dOmHTpk2W4SyEHAiwnZODAbZzcjDAdk4OBvLy8tC5c2dkZWXV634difqrrroKkyZNivqdLl262NpX27Zt8dVXX4V9tm/fPgSDwVoWfH2b8vJy7Nu3L8xav3PnTgwbNizisQKBAAKBQK3P09PT2WmQA560tDS2c3LAw3ZODgbYzsnBANs5ORhwu+s3X70jUZ+Tk4OcnJx6OfDQoUNx//33Y9u2bWjXrh0AlTwvEAhg0KBBltsMGjQIPp8PCxYswFlnnQUA2LZtG3744Qc89NBD9XJehBBCCCGEEEJIS6HBStr99ttvWLFiBX777TdUVlZixYoVWLFiBQoLCwEAY8eORe/evXHeeedh+fLl+Oijj3DTTTfh4osvrlmd27JlC3r16oWvv/4agLKsX3TRRbjxxhvx0UcfYfny5Tj33HPRr1+/mmz4hBBCCCGEEELIwUKDJcq755578OKLL9b8fsQRRwAAPvnkE4wYMQIejwfvvfcerrjiChxzzDFITEzE5MmT8fDDD9dsEwwGsWbNGhQXF9d89thjj8Hr9eKss85CSUkJjj/+eMyePRsej8f2uQUCAUybNs3SJZ+QAwW2c3IwwHZODgbYzsnBANs5ORhoqHbuCtV3Pn1CCCGEEEIIIYQ0Cg3mfk8IIYQQQgghhJCGhaKeEEIIIYQQQghpoVDUE0IIIYQQQgghLRSKekIIIYQQQgghpIVywIr6p59+Gl27dkVCQgIGDRqERYsWRf3+p59+ikGDBiEhIQHdunXD3//+90Y6U0Lix0k7//e//40xY8agVatWSEtLw9ChQ/HBBx804tkSEh9O+3Phiy++gNfrxYABAxr2BAmpB5y287KyMtx5553Izc1FIBBA9+7d8c9//rORzpaQ+HDazl955RX0798fSUlJaNeuHf74xz9iz549jXS2hDjns88+w8SJE9G+fXu4XC785z//iblNfejQA1LUv/7667juuutw5513Yvny5Rg+fDjGjx+P3377zfL769evx4QJEzB8+HAsX74cd9xxB6655hq8/fbbjXzmhNjHaTv/7LPPMGbMGMybNw/Lli3DyJEjMXHiRCxfvryRz5wQ+zht50JeXh7OP/98HH/88Y10poTETzzt/KyzzsJHH32E559/HmvWrMGrr76KXr16NeJZE+IMp+38888/x/nnn4+LLroIP/74I958800sXboUU6dObeQzJ8Q+RUVF6N+/P5566ilb368vHXpAlrQbMmQIBg4ciFmzZtV8dthhh+HUU0/FAw88UOv7t956K9555x2sXr265rPLLrsM3333HZYsWdIo50yIU5y2cyv69OmDs88+G/fcc09DnSYhdSLedj5p0iT06NEDHo8H//nPf7BixYpGOFtC4sNpO3///fcxadIkrFu3DllZWY15qoTEjdN2/vDDD2PWrFlYu3ZtzWdPPvkkHnroIWzatKlRzpmQuuByuTB37lyceuqpEb9TXzr0gLPUl5eXY9myZRg7dmzY52PHjsXixYstt1myZEmt748bNw7ffPMNgsFgg50rIfESTzs3U1VVhYKCAk4ISbMl3nb+wgsvYO3atZg2bVpDnyIhdSaedv7OO+9g8ODBeOihh9ChQwf07NkTN910E0pKShrjlAlxTDztfNiwYdi8eTPmzZuHUCiEHTt24K233sKJJ57YGKdMSKNQXzrUW98n1tTs3r0blZWVaNOmTdjnbdq0wfbt2y232b59u+X3KyoqsHv3brRr167BzpeQeIinnZt55JFHUFRUhLPOOqshTpGQOhNPO//ll19w2223YdGiRfB6D7ghjhyAxNPO161bh88//xwJCQmYO3cudu/ejSuuuAJ79+5lXD1plsTTzocNG4ZXXnkFZ599NkpLS1FRUYGTTz4ZTz75ZGOcMiGNQn3p0APOUi+4XK6w30OhUK3PYn3f6nNCmhNO27nw6quvYvr06Xj99dfRunXrhjo9QuoFu+28srISkydPxowZM9CzZ8/GOj1C6gUn/XlVVRVcLhdeeeUVHHXUUZgwYQIeffRRzJ49m9Z60qxx0s5XrVqFa665Bvfccw+WLVuG999/H+vXr8dll13WGKdKSKNRHzr0gDNj5OTkwOPx1Fr127lzZ61VEKFt27aW3/d6vcjOzm6wcyUkXuJp58Lrr7+Oiy66CG+++SZGjx7dkKdJSJ1w2s4LCgrwzTffYPny5bjqqqsAKPETCoXg9Xoxf/58jBo1qlHOnRC7xNOft2vXDh06dEB6enrNZ4cddhhCoRA2b96MHj16NOg5E+KUeNr5Aw88gGOOOQY333wzAODwww9HcnIyhg8fjj/96U/0pCUHBPWlQw84S73f78egQYOwYMGCsM8XLFiAYcOGWW4zdOjQWt+fP38+Bg8eDJ/P12DnSki8xNPOAWWhnzJlCubMmcOYNNLscdrO09LS8P3332PFihU1/y677DIceuihWLFiBYYMGdJYp06IbeLpz4855hhs3boVhYWFNZ/9/PPPcLvd6NixY4OeLyHxEE87Ly4uhtsdLlU8Hg8Aw5JJSEun3nRo6ADktddeC/l8vtDzzz8fWrVqVei6664LJScnhzZs2BAKhUKh2267LXTeeefVfH/dunWhpKSk0PXXXx9atWpV6Pnnnw/5fL7QW2+91VSXQEhMnLbzOXPmhLxeb2jmzJmhbdu21fzbv39/U10CITFx2s7NTJs2LdS/f/9GOltC4sNpOy8oKAh17NgxdMYZZ4R+/PHH0Keffhrq0aNHaOrUqU11CYTExGk7f+GFF0Jerzf09NNPh9auXRv6/PPPQ4MHDw4dddRRTXUJhMSkoKAgtHz58tDy5ctDAEKPPvpoaPny5aGNGzeGQqGG06EHpKgPhUKhmTNnhnJzc0N+vz80cODA0KefflrztwsuuCB03HHHhX1/4cKFoSOOOCLk9/tDXbp0Cc2aNauRz5gQ5zhp58cdd1wIQK1/F1xwQeOfOCEOcNqf61DUk5aC03a+evXq0OjRo0OJiYmhjh07hm644YZQcXFxI581Ic5w2s6feOKJUO/evUOJiYmhdu3ahc4555zQ5s2bG/msCbHPJ598EnW+3VA69ICsU08IIYQQQgghhBwMHHAx9YQQQgghhBBCyMECRT0hhBBCCCGEENJCoagnhBBCCCGEEEJaKBT1hBBCCCGEEEJIC4WinhBCCCGEEEIIaaFQ1BNCCCGEEEIIIS0UinpCCCGEEEIIIaSFQlFPCCGEEEIIIYS0UCjqCSGEEEIIIYSQFgpFPSGEEEIIIYQQ0kKhqCeEEEIIIYQQQlooFPWEEEIIIYQQQkgL5f8BLF1ikxWLKWoAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Td = 4. # total signal duration\n", "fs = 2048 # sampling rate\n", "N = int(Td*fs) # total number of samples\n", "f60 = 60. # sinus wave frequency\n", "\n", "t = np.linspace(0, Td, N) \n", "xi = np.sin(10*np.pi*t) + np.random.randn(N) + np.cos(2*np.pi*f60*t)\n", "X = MRPy(xi, fs=fs)\n", "\n", "Y = X.filtered(band=[0, 20], mode='pass') # try out also 'stop'\n", "\n", "f08 = plt.figure(8, figsize=(12,4))\n", "f08a = plt.plot(X.t_axis(), X[0], 'r', lw=0.5)\n", "f08b = plt.plot(Y.t_axis(), Y[0], 'b', lw=0.8)\n", "\n", "plt.axis([0, 1, -10, 10])\n", "plt.grid(True)\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[]]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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