{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Цифровая обработка сигналов - Лекция 9\n", "# Тема: Непараметрические методы спектрального анализа\n", "\n", "## Введение\n", "\n", "Перед вами обучающий материал по основам **цифровой обработки сигналов** с использованием средств языка программирования Python. Предполагается, что читатель имеет базовые знания из области высшей математики, а также владеет языком Python и хотя бы поверхностно знает различные python-библиотеки - numpy/scipy, matplotlib и другие. \n", "\n", "Для пользователей MATLAB / GNU Octave освоение материала с точки зрения программного кода не составит труда, поскольку основные функции и их атрибуты во многом идентичны и схожи с методами из python-библиотек." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "lh97r8-iXToO" }, "source": [ "## Непараметрические методы спектрального анализа" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "Guzt4jSqXToP" }, "source": [ "Нередко перед исследователями встаёт вопрос анализа характеристик сигнала, процесса или явления.\n", "\n", "Одним из инструментов по определению таких характеристик является **спектральный анализ**.\n", "\n", "Методы спектрального анализа можно разделить на две большие группы:\n", "\n", "1. параметричесие методы;\n", "2. непараметрические методы.\n", "\n", "Для применения параметрических методов требуется априорное знание о параметрах исследуемого объекта, в случае непараметрических методов - не требуется. Именно о последних и пойдет речь в данном семинаре." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "OuvlJ8xIXToQ" }, "source": [ "> **Допущение**: Будут рассматриваться стационарные в широком смысле (WSS - wide-sense stationary) случайные процессы." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "zJjE-9RlXToR" }, "source": [ "Спектр мощности для случайного в широком смысле процесса $x(n)$ (где $n$ - номер временного отсчета) представляет из себя ничто иное, как преобразование Фурье автокорреляционной функции данного процесса [1, 393]:\n", "\n", "$$ P_x(e^{j\\omega}) = \\sum_{-\\infty}^{\\infty} r_x(k)e^{jk\\omega} \\tag{9.1}$$\n", "\n", "где $\\omega$ - это циклическая частота, а $k$ - номер частотного отсчета (индекс частоты). \n" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "8eH5yGixXToS" }, "source": [ "На конечном интервале автокорреляционная функция примет вид:\n", "\n", "$$ \\hat{r}(k) = \\frac{1}{N}\\sum_{n=0}^{N-1}x(n+k)x^*(n) \\tag{9.2}$$\n", "\n", "где $N$ - длина последовательности временных отсчетов." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "GvcYXda_XToR" }, "source": [ "## Метод периодограмм\n", "\n", "Одним из самых простых и популярных представителей группы непараметрических методов является [метод периодограмм](https://ru.wikipedia.org/wiki/%D0%9F%D0%B5%D1%80%D0%B8%D0%BE%D0%B4%D0%BE%D0%B3%D1%80%D0%B0%D0%BC%D0%BC%D0%B0), предложенный Артуром Шустером ещё в конце XIX века. Рассмотрим математическое описание данного метода." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "mNWBV4y1XToT" }, "source": [ "Для начала, в качестве ограничения зададим условие, непозволяющее нашему сигналу $x(n)$ выходить за пределы интервала:\n", "\n", "$$ x_N(n) =\n", " \\begin{cases}\n", " x(n), &0 \\leq n \\leq N \\\\\n", " 0, &\\text{otherwise}\n", " \\end{cases}\n", " \\tag{9.3}$$" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "Iou4EyWsXToU" }, "source": [ "Следовательно, $x_N(n)$ - это результат перемножения сигнала с оконной функцией прямоугольного вида:\n", "$$ x_N(n) = \\omega_R(n)x(n) \\tag{9.4}$$" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "yWcYY1ygXToV" }, "source": [ "Приняв во внимание формулу (3), переопределим формулу (2) через свертку:\n", "$$ \\hat{r}(k) = \\frac{1}{N}x_N(k)*x_N(-k) \\tag{9.5}$$" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "5pH_Cl9pXToV" }, "source": [ "Тогда преобразование Фурье автокорреляционной функции даст следующий результат:\n", "$$ \\hat{P}_{Per}(e^{j\\omega}) = \\frac{1}{N}X_N(e^{j\\omega})X_N^*(e^{j\\omega}) = \\frac{1}{N} \\left| X_N(e^{j\\omega}) \\right|^2 \\tag{9.6}$$\n", "\n", "Следовательно, периодограмма пропорциональна квадрату амплитуды преобразованию Фурье дискретного времени (DTFT - discrete-time Fourier transform), а значит вполне может быть вычислена через алгоритм БПФ (FFT) на этапе программной реализации.\n", "\n", "> В python метод периодограмм реализован в рамках библиотеки **scipy.signals** в виде метода [**periodogram**](https://docs.scipy.org/doc/scipy-0.13.0/reference/generated/scipy.signal.periodogram.html). " ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "AIOuN9yAXToW" }, "source": [ "Возвратимся к формуле (4). Было отмечено, что периодограмма пропорциональна результату перемножения сигнала с оконной функцией $\\omega(n)$, при условии, что данная функцию является прямоугольной. Однако, нужно отметить, что оконная функция может быть и других форм. \n", "\n", "> В методе **periodogram** библиотеки **scipy** форма окна определяется параметром *window* (полный список доступных форм можно посмотреть по [данной ссылке](https://docs.scipy.org/doc/scipy-0.13.0/reference/generated/scipy.signal.get_window.html#scipy.signal.get_window)).\n", "\n", "Периодограмма с использованием непрямоугольного окна часто называется **модифицированной**:\n", "\n", "$$ \\hat{P}_{M}(e^{j\\omega}) = \\frac{1}{NU}\\left| \\sum_{n=-\\infty}^{\\infty} x(n)\\omega(n)e^{-jn\\omega}\\right|^2 \\tag{9.7}$$\n", "\n", "где $N$ - это длина окна, а $U$ - это константа [1, с. 410]: $$ U= \\frac{1}{N}\\sum_{n=0}^{N-1}|\\omega(n)|^2 \\tag{9.8}$$ \n", "\n", "которая показывает асимптотическую несмещенность (*unbiased*) модифицированной периодограммы. " ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "YUviVjwrcdq-" }, "source": [ "## Методы Бартлетта и Уэлча " ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "CrHogsGLcm7_" }, "source": [ "Рассмотрим более последовательные оценки мощностных спектров. Предпосылкой является наблюдение, что, при увеличении длины последовательности $N$ до бесконечности, математическое ожидание периодограммы стремится к $P_x(e^{j\\omega})$:\n", "\n", "$$ \\lim_{N \\to \\infty} E\\{ \\hat{P}_{Per}(e^{j\\omega})\\} = P_x(e^{j\\omega}) \\tag{9.9}$$\n", "\n", "Соответственно, если мы найдём последовательную оценку мат. ожидания $E\\{ \\hat{P}_{Per}(e^{j\\omega})\\}$, то оценка $P_x(e^{j\\omega})$ так же будет последовательной. Для этого можно применить классическое усреднение по некоторой выбоке реализаций.\n", "\n", "Конечно, в реальных системах более реалистичным является случай, когда вместо сбора достаточного количества реализаций процесса, мы исследуем сигнал достаточной длины, который разбивается на последовательности (*sequences*), а уже те, в свою очередь, используются для усреднения (рис.1).\n", "\n", "![](https://habrastorage.org/webt/r2/ll/ce/r2llce_bbh-rggup6dvk-losjxu.png)\n", "\n", "*Рис. 1. Разбиение $x(n)$ на неперекрывающиеся последовательности [1, c. 413].*\n", "\n", "В литературе такой подход называется методом **Бартлетта** [2, c. 332]:\n", "\n", "$$ \\hat{P}_B(e^{j\\omega}) = \\frac{1}{N} \\sum_{i=0}^{K-1}\\left| \\sum_{n=0}^{L-1} x(n+iL)e^{-jn\\omega} \\right|^2 \\tag{9.10}$$\n", "\n", "где $K$ - это количество неперекрывающихся (*non-overlapping*) последовательностей длинной $L$ каждая, а $N=KL$. Иначе говоря, перед нами формула усреднения периодограмм.\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "iYtvnQaDu3tD" }, "source": [ "Однако, и это ещё не всё. В 1967 году Ф.Д. Уэлч предлагает метод, который позже будет носить его же имя \\[2, c.333\\]\\[3\\]. Подразумеваются следующие отличия от метода Бартлетта:\n", "\n", "1) разбиение сигнала в том числе на **пересекающиеся** (*overlapping*) последовательности;\n", "\n", "2) применение не только прямоугольных оконных функций (**модифицированных** периодограмм).\n", "\n", "> В python метод Уэлча реализован в рамках библиотеки **scipy.signals** в виде метода [**welch**](https://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.signal.welch.html).\n", "\n", "Применение непрямоугольных окон позволяет достичь больших степеней свободы в вопросах перекрытия (overlapping) \\[4\\]. При этом, используя перекрывающиеся последовательности, мы повышаем общее количество фрагметов сигнала. Как следствие, периодограмма Уэлча будет менее осциллирующей (изрезанной), чем периодограмма Бартлетта \\[2, c.333\\].\n", "\n", "### Взаимосвязь между программными реализациями методов\n", "\n", "Можно отметить следующую тенденции: метод Уэлча является общим случаем для методов Бартлетта и модифицированной периодограммы, а значит и для самого метода периодограмм. Именно это наблюдение легло в основу архитектуры методов в рамках реализации их на Python в рамках библиотеки scipy. " ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "GxqGgkgWXToX" }, "source": [ "## Моделирование" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "colab": {}, "colab_type": "code", "id": "_yxR3ND9XToK" }, "outputs": [], "source": [ "import numpy as np\n", "from scipy import signal\n", "import matplotlib.pyplot as plt\n", "\n", "FONT_SMALL = 12\n", "FONT_MEDIUM = 14\n", "\n", "plt.rc('axes', titlesize=FONT_MEDIUM) \n", "plt.rc('axes', labelsize=FONT_SMALL)\n", "plt.rc('xtick', labelsize=FONT_SMALL)\n", "plt.rc('ytick', labelsize=FONT_SMALL) \n", "plt.rc('legend', fontsize=FONT_MEDIUM) \n", "plt.rc('figure', titlesize=FONT_MEDIUM)\n", "\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "wDRxlHkqXToY" }, "source": [ "В качестве примера рассмотрим гармонический сигнал следующего вида:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": {}, "colab_type": "code", "id": "Lw54NGMUXToY" }, "outputs": [], "source": [ "w_1 = 40 # frequency of the 1st component of the signal (Hz)\n", "w_2 = 60 # frequency of the 2nd component of the signal (Hz)\n", "\n", "a = 0.5 # magnitude of the 1st component of the signal\n", "b = 1.0 # magnitude of the 2nd component of the signal" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "qPQSTG_fXTob" }, "source": [ "Зададим временной интервал:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "colab": {}, "colab_type": "code", "id": "O8GVNKKiXToc" }, "outputs": [], "source": [ "Nsub = 10 # number of subsequences\n", "\n", "t = np.array([i for i in range(1,301*Nsub)])/1000 # time samples (s)\n", "fs = 1 / (t[1]-t[0]) # sampling frequency (Hz)\n", "\n", "Nfft = int(3e3)" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "NyPTI009XToe" }, "source": [ "Моделируем сигнал:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": {}, "colab_type": "code", "id": "NeeA9irOXTof" }, "outputs": [], "source": [ "x = a*np.cos(2*np.pi*w_1*t) + b*np.sin(2*np.pi*w_2*t) # considered signal\n", "f = fs*np.array([i for i in range(int(len(x)))]) / len(x) # frequencies" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "colab_type": "code", "id": "MdR3OE_kGof1", "outputId": "aabfbb48-3880-4e1b-af88-4ccb9fe02cca" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot results\n", "plt.subplots(1, 1, figsize=(16, 4))\n", "plt.plot(t[:200], x[:200], lw=1.5)\n", "plt.ylabel('Signal magnitudes')\n", "plt.xlabel('Time (s)')\n", "plt.title('Signal')\n", "plt.xlim([0, 0.2])\n", "plt.grid(True)\n", "plt.tick_params(axis ='x', rotation = 45)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "JLWAsHNAXToi" }, "source": [ "Построим частотный спектр амплитуд ДПФ:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 616 }, "colab_type": "code", "id": "xGae4K98XToj", "outputId": "c846d088-47d9-4f32-c181-3e19e6213d13" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "FFT = np.fft.fft(x, n=Nfft) # Fast Fourier Transform \n", "amps = np.abs(FFT) / (len(FFT) / 2) # magnitudes of FFT\n", "\n", "l = int(len(f)/4)\n", "\n", "plt.subplots(1, 1, figsize=(16, 4))\n", "plt.stem(f[:l], amps[:l], use_line_collection=True)\n", "plt.ylabel('FFT magnitudes')\n", "plt.xlabel('Frequencies (Hz)')\n", "plt.title('Signal')\n", "plt.grid(True)\n", "plt.xticks(np.arange(0, f[l], 10)) \n", "plt.yticks(np.arange(0, max(amps)+0.1, .1))\n", "plt.tick_params(axis ='x', rotation = 45)\n", "plt.xlim([0, 240])\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "pHnlt4_wXTop" }, "source": [ "Моделируем аддитивный шум:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 594 }, "colab_type": "code", "id": "7eVLhN0SXToq", "outputId": "b4b3c4ba-81d3-4afb-a1fa-21e9f9f9b064" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "np.random.seed(42)\n", "n = 2*np.random.randn(len(t)) # white Gaussian noise\n", "FFT = np.fft.fft(n, n=Nfft)\n", "amps = np.abs(FFT) / (len(FFT) / 2)\n", "\n", "plt.subplots(1, 1, figsize=(16, 4))\n", "plt.stem(f[:len(amps)], amps, use_line_collection=True)\n", "plt.ylabel('FFT magnitudes')\n", "plt.xlabel('Frequencies (Hz)')\n", "plt.title('Noise')\n", "plt.yticks(np.arange(0, max(amps), .1))\n", "plt.xlim([0, 1000])\n", "plt.grid(True)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "tABidE1VXTos" }, "source": [ "Добавляем шум к исходному сигналу:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "colab": {}, "colab_type": "code", "id": "sYWdTuCxXTot" }, "outputs": [], "source": [ "y = x + n # signal + noise" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "colab_type": "code", "id": "Su2TizLsHPX6", "outputId": "91f69dd9-7838-4740-c7b2-3e30595bbbca" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.subplots(1, 1, figsize=(16, 4))\n", "plt.plot(t[:200], y[:200])\n", "plt.ylabel('Noised signal magnitudes')\n", "plt.xlabel('Time (s)')\n", "plt.title('Signal + noise')\n", "plt.xlim([0, 0.2])\n", "plt.tick_params(axis ='x', rotation = 45)\n", "plt.grid(True)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "wkzbakdCzLDu" }, "source": [ "Попробуем проанализировать данный сигнал с помощью методов периодограмм и модифицированных периодограмм." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 618 }, "colab_type": "code", "id": "ccuo4MToXTov", "outputId": "759b792d-e904-4420-b7cf-c62f978a6199" }, "outputs": [ { "data": { "image/png": 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kK1euxLZt23D77bfj5JNPxkEHHdSum2ZH46CDDsLSpUuRTqftx+bMmdOLLcrPLiPwEAQAKLr4Fzl4CIIgCIIgCIIgepI999wT0WgUDz/8MNavX4+PPvoIN954Y283q0Ocd955CAaDuOSSS7B8+XJMnDjRTvQsnEY7CiTwELsUOjdtdjvWbUgQBEEQBEEQBLHzMWzYMDz//PN47733cMghh+Dmm2/Gvffe29vN6hD9+vXDhAkTsGzZMhx11FG45pprMHbsWABALBbr3cZ5oCTLxC6FqgkLDzl4CIIgCIIgCIIgukplZWXOY+PHj0dbWxsA4Fe/+hV+9atfuZ4XiZYBoKKiwvU3APziF7/Ieeyyyy7DZZddZp93/PjxOe/74Ycf5jw2e/Zs199VVVW+bRHn9TvmhBNOwMKFC+2/33//fTDGsO++++a8X29CAg+xS6Hp5OAhCIIgCIIgCIIgiuf555/HPvvsgz322ANLly7FlVdeibPPPhtDhw7t7aa52GUEHsbY2QDOHjVqVG83hehFhMBDEARBEARBEARBEMVQV1eHm266CVu3bsXIkSNx5pln4s477+ztZuWwywg8nPMJACYceOCBl/R2W4jeQycHD0EQBEEQBEEQBNEB/vnPf+Kf//xnbzejXSjJMrFLoeqUg4cgCIIgCIIgCILY+SCBh9ilIAcPQRAEQRAEQRAEsTNCAg+xS6FZDh5GDh6CIAiCIAiCIAhiJ4IEHmKXgpIsEwRBEARBEARBEDsjJPAQuxTk4CEIgiAIgiAIgiB2RkjgIXYpdINy8BAEQRAEQRAEQRA7H7uMwMMYO5sx9mQikejtphC9iEZVtAiCIAiCIAiCIIguwhjDW2+91dvNcLHLCDyc8wmc80vLy8t7uylEL6IbprBDDh6CIAiCIAiCIIgdkx1RPOkL7DICD0EAgKZp1r/IwUMQBEEQBEEQBNHdKIrS203oE2iaBs67d11KAg+xS0EOHoIgCIIgCIIgiO6joqICf/rTn3D11Vdj2LBh+Pa3v43ly5fjF7/4Bfr164fhw4fj3HPPRW1tret1zz//PA4//HBEo1GMGDECF154IQBgzJgxAIBf/vKXYIzZf69btw7nnHMO9ttvP5SVleHoo4/Ghx9+6DrnmDFjcOutt+KPf/wj+vfvj9133x133XWX65jVq1fjlFNOQSwWw4EHHoiPP/4Y5eXlePnllwEAVVVVYIxh3rx5rte15yq69tprceCBB6KkpARjxozBP//5T2QyGfv5sWPH4rDDDsP48eOx7777IhqNIplMFv9FF0GoW89GEDs4Tg4egiAIgiAIgiCIHZxPrgVql9h/lugaEOz+ZbzrvCMPB874b4de/9JLL+HSSy/FtGnT0NzcjJNPPhm//e1vcf/990NVVdxwww0455xzMGvWLAQCATzxxBO44oorcPvtt+PMM89EIpHA5MmTAQBz587F8OHD8dRTT+Gss85CMBgEACQSCZxxxhm47rrrMHToULz++uv42c9+hq+//hoHHXSQ3Zb77rsPN998M6655hp88skn+Nvf/obvfOc7OPHEE2EYBn76059i5MiRmD17NtLpNK688kpks9kuf4dlZWV49tlnMXr0aCxfvhyXXXYZAOB///uffcyGDRvwyiuv4M0330QkEkEsFuvy+8qQwEPsUogqWgRBEARBEARBEET3sPfee+Oee+4BAPznP//BkUceiXHjxqFfv34AgBdeeAGDBw/GvHnzcPzxx+OWW27BlVdeiauuuso+xzHHHAMAGDZsGABg4MCBGDlypP38kUceiSOPPBJtbW3o168fbrjhBkyYMAFvvfUW/v3vf9vHff/738fll18OAPjrX/+KBx98EJMmTcKJJ56IL774AqtWrcLnn3+O0aNHAzAFoW9/+9td/g5uvPFG+99jxozB9ddfj//9738ugUdRFLz44osYMWJEl9/PDxJ4iF0KnapoEQRBEARBEATRV/A4adKWuNHddPW8QpwBgPnz52Pq1KnYbbfdco5bt24dxowZg+rqanz3u9/t0Hskk0ncfPPN+OCDD1BXVwdVVZHJZHDEEUe4jvP+PWrUKNTX1wMAVq5ciVGjRtniDgAcd9xxCAS6nr3mrbfewv3334+1a9cikUhA13Vp/Wmy++6795i4A5DAQ+xi6Lrp4GEk8BAEQRAEQRAEQXQLZWVl9r8Nw8CZZ56JsWPHwlvFesSIEUin0516j6uvvhqffvopbrnlFhxxxBEoLS3FBRdckJPUORwOu/5mjMHoQCSHEHvkBMiqqhZ8zezZs/HrX/8aN910E+677z4MHDgQH3zwAa6++mrXcfL31BOQwEPsUmiGEHgIgiAIgiAIgiCI7uboo4/GG2+8gT333BODBw/Oeb5fv34YPXo0Jk2ahNNPP933HOFwOMf9Mn36dFxwwQU455xz0K9fP2QyGaxbtw4HHHBA0W076KCDUFNTg5qaGowaNQoAMG/ePJcAJELEtm7daj+2aNGiguedMWMGRo8e7QrT2rhxY9Ht6i76dBUtxtgAxtgcxliCMXZYb7eH2PERDh7y7xAEQRAEQRAEQXQ/f/nLX9Da2oqLLroIX331FdavX4+JEyfi0ksvRVtbGwDghhtuwP3334/77rsPq1evxqJFi+wcPoCZw2bSpEmora1Fc3MzAOCAAw7Au+++i0WLFmHJkiU4//zzXVWqiuH000/HgQceiAsvvBCLFy/G7NmzcdVVVyEUcrwvJSUlOOGEE3DnnXdi2bJlmDlzZo4Tx8sBBxyA6upqvPzyy1i/fj0ee+wxvPrqqx1qW3fQpwUeACkAZwLIX6uM6HkMHfj8RoSVlt5uSbsIFZhCtAiCIAiCIAiCILqfUaNGYcaMGQgEAvjhD3+IQw89FH/5y18QjUYRjUYBAH/605/wyCOP4KmnnsJhhx2GH/7wh1i2bJl9jnvuuQdTpkzBHnvsgaOOOgoAcO+992L48OH44Q9/iDPOOAMnnHACTjrppA61LRAI4N1330U2m8Xxxx+PCy+8EDfccAMYY66KVs8++ywAMz/PH//4R9x6660Fz3v22WfjmmuuwZVXXokjjjgCX3zxBcaNG9ehtnUHfTpEi3OuAmhgjAJuehNt9RcIzXwQYwafAHz/J73dnILohinsME4CD0EQBEEQBEEQRFeprKzMeWz//ffHiy++WDBx8+9//3v8/ve/933u7LPPxtlnn+16bK+99sLEiRPtKloAcpw1VVVV7bbvgAMOwNSpU+2/Fy9eDFVVsc8++9iPHXzwwZgxY4brddyzhvT+fccdd+COO+5wPXb++efb/x47dizGjh2b077uZLs5eBhjlzPG5jHGsoyx8Z7nBjPG3mWMJRljGxlj522vdhFdZ+nmJgBATbxw4qkdAW8cJ0EQBEEQBEEQBLHr8O677+Lzzz/Hhg0bMGXKFFx00UU48sgj8Y1vfKO3m9ZltqeDpwbArQB+AKDE89wjABQAIwB8A8BHjLHFnPNljLGRAF7zOd+vOee1PdheokgMK9ypL3hidHLuEARBEARBEARB7LK0tbXhX//6FzZv3oxBgwahoqIC9913H3aGyKDtJvBwzt8BAMbYsQB2F48zxsoA/BzAYZzzBIDpjLEPAPwWwLWWiFOxvdpJdAJLNOkLt4OuUQ4egiAIgiAIgiCIXZULLrgAF1xwQc7jIgF0X4Z548Z6/A0ZuxXA7pzzi6y/jwIwg3NeKh1zNYBTOOdn+5/Fdb6PYbp+NgJ4gnM+3ueYSwFcCgDDhg075o033uj6B/GQSCRQXl7eJ87b3edsWjMTP6u+E18Fj0b6pJu67bxA97f1/ZkLcZ8yFhkexuxTuzc39658DfTkeamtfeu81FZqK7W1b52X2kptpbb2rfNSW3futg4YMAD77bdfwWN0XUcwGOxq07bLeftSW3vqvF0559q1a9Ha2ur73Kmnnjqfc35szhOc8+36H8wwrfHS3ycBqPUccwmAyp54/wMOOID3BFOmTOkz5+3uc3718Quc39Sfz7nltG49L+fd39br7n2c85v68/R/hnTreTnfta+BnjwvtbVvnZfaSm2ltvat81Jbqa3U1r51Xmrrzt3W5cuXc8MwCh4Tj8e70KLte96+1NaeOm9nz2kYBl++fHne5wHM4z56x45QJj0BoL/nsf4AutUfxRg7mzH2ZCKR6M7TEgA4N3q7CUXDpdAsTvl4CIIgCIIgCILYQQiHw0in073dDGIHIJ1OIxwOd/h1O4LAsxpAiDG2v/TYkQCWdeebcM4ncM4v7QnrHWHRF5LwWGIUA2CQvkMQBEEQBEEQxA7C8OHDUV1djVQqRZvRuyicc6RSKVRXV2P48OEdfv12S7LMGAtZ7xcEEGSMxQBonPMkY+wdAOMYY3+AmU/nHADf6ub3PxvA2aNGjerO0xLoY0KJ3VFyaIaBYKD7YzcJgiAIgiAIgiA6Sv/+ZmBLTU0NVFX1PSaTySAWi3X7e/fEeftSW3vqvJ05ZzgcxogRI+zroSNszzLp/wYgZ+A9H8DNAMYC+DOAZwHUA2gE8CfOebc7eABMOPDAAy/pzvMSgGE4rpgdHaGEM3BofUqZIgiCIAiCIAhiZ6d///4FF/aVlZU46qijuv19e+K8famtPXXenmprPrZnmfSxMMUcv+eaAPxke7WF6F4coaQPSDyS1ZEEHoIgCIIgCIIgCGJnYUfIwbNdoCTLPYem9yGhhOsATClK70vtJgiCIAiCIAiCIIgC7DICDyVZ7jk0wxRN+oSBx/o/hWgRBEEQBEEQBEEQOxO7jMBD9ByOE2bHV3i4XUXLTLJMEARBEARBEARBEDsDu4zAQyFaPYfal5wwUlP7VGgZQRAEQRAEQRAEQRRglxF4KESr59B1M0SrT8glcg6eviRMEQRBEARBEARBEEQBdhmBh+g5VMsJ0zf0ErmKFoVoEQRBEARBEARBEDsHJPAQXUbvQ0IJt1SoAOO2MEUQBEEQBEEQBEEQfZ1dRuChHDw9h8hlw/uCXiI1UtX7jjBFEARBEARBEARBEIXYZQQeysHTcwgHj9EHqmjJIVok8BAEQRAEQRAEQRA7C7uMwEP0HHaS5T7h4HFEHQrRIgiCIAiCIAiCIHYWSOAhukxfqqIli1Dk4CEIgiAIgiAIgiB2FkjgIbqMYZgCT9+ooiU7eEjgIQiCIAiCIAiCIHYOdhmBh5Is9xzCwdMnkCw8itYnFCmCIAiCIAiCIAiCaJddRuChJMs9h+3g6QtJlqmKFkEQBEEQBEEQBLETsssIPETPIQSevuGHcUQdzSCBhyAIgiAIgiAIgtg5IIGH6DKGXUWrD0g8cpJlCtEiCIIgCILoVdKKjg+/runtZhAEQewUhHq7AUTfx7CcMH0hRItzA6KZCoVoEQRBEARB9Cq3f7wCL87eiBH9YzhuzODebg5BEESfhhw8RJfhlsDTFww8jKpoEQRBEARB7DBsbc0AAJqSSi+3hCAIou+zywg8VEWrB+Ga+b9ebkYxyCIUCTwEQRAEQRC9SzhoWqs1vS/MJPsmHy/Zivq2TG83gyCI7cAuI/BQFa0ehFshWnzHD9ESbQUAlSYSBEEQBEEQvUooaC5HaOOtZ2jLqPjzywvwu+fm9nZTCILYDuwyAg/Rg1i2GN4nPDwONJEgCIIgCILoXcIBc4OQ5mU9Q0Y1v9ealnQvt4QgiO0BCTxE1xFl0vuCvsMpBw9BEARBEMSOQthy8GhGX5hI9j3SijlPF04pgiB2buhOJ7oO7xtVtDjnYJLLiEK0Os9PHpmBp6et7+1mEARBEATRxwnZOXho460nSCpmrkzhlCIIYueGBB6i6/C+UUWLc7gEHkWjiURnWbS5Bbd+tKK3m0EQBEEQRB9HOHiyNC/rEVKWwEMOHoLYNaA7negyTAg8vdyO9jA8CpRm0ESiM2Q1vbebsNPw/qJqNLRle7sZBEEQBNFrhCxniQglIrqXlB2iRQ4egtgVIIGH6BKcc8fBAwajQPx0IqthzLUf4bNltdureS4MDgTkEC1tR5ekdkziaa23m7BT0JjI4orXFuGSF+b1dlMIgiAIotdJqyTw9ATJrCXwUIgWQewS7DICD2PsbMbYk4lEorebslOhG9wlmhRKkFe1LQkAeGDimh5vlx9GTg4ecvB0hnhG7e0m7BSIHFBbmlO93BKCIAiC6D1Gti7CkujvwVPNvd2UnRI7RCuwyyz7CIvpa7bhla829XYziO3MLnOnc84ncM4vLS8v7+2m7FRoBkeQmUIJAy8Y9sSsjYPe8s3k5OAhgadTtKZJ4OkOMtZOpU5VQwiCIPo09fEMtiUo3LazfKf2BfRjaQxvWdTbTdkpESFaYQrR2uU4/5mvcP27S3q7GcR2ZpcReIieQTc4GByBp1BlKs16jvdSNmbTweNADp7OEbcEnggl6+sSaRJ4CILoBVTdIKG+mzn+9kk49taJvd2MPouowqppdF32BJRkmSB2LehOJ7qEJoVoMfCCJS4zvRxbbXCOAJz2aVQmvVOIhUEsTN1HVxACz45efY7YDjRXATotbIjtwxWvLcSRN3/evSdNtwDJxu49J7HLoCFo/p8Enh5BOHiClIOHIHYJaIUmYRh8p93Vyqh6jzhWdIMjaIkmgXYcPBmtd8upe40SFKLVOeIZcycoFg72ckv6NhlrwqWTwrNrk2wEHjgS+PTa3m4JsYvw8RKz0EG3umnv2he4a5/uO1838enSrXhwUu/k/SOKR+PmckTTiivisLI2jtrWTE82aYclq+nIdrBIiBB4yDG861KoCA6x80ECj8T9k9bgyJs/R0tK6e2mdDsH3fgpfvbozG4/r2YYdl4bU+DJL5qI8pe8t7LweHLwUIhW5xAhWtGdxMGzuq4NY679CDPXbduu75uxys0bJPDs2mRazP+vpfAOYvvSrYs9Y8esrnjZSwtw7xerabzfwREOHr1IB88P75+GE+6Y1JNN2mE5+6Hp+OPEjhVnSGbN+1PR6D7YVcnSb9+3SDR0yRW7c6zQuokPv64BAGxL7HwCDwAsqW7t9nPKVbQCMAp2ICJEqydE5LSi40cPTMO8qqa8x+RW0aKFdWcQAg/DzmH1/WqDec1MWLx1u75vWjHvFdpU2f70Vh4wX5g1DO9IbWqHnna6Lq+Jo7ol3aPvQfhXvXx/UTUad8JkwWvqeq6CanftjL82ZxN+/lj3b8T1Bomshs1NxYsQegcdPLsyqztxLacVHcewVQipbT3QIqIvIPIwEX2Eu/frkiuWBB6JoFXmiXbUi0fTnRAt1p6Dx8450v3f77qGBJZvjRfMFG/m4Ok+B09rWsXb87d0+vWLN7fgjXmbu9SG3kCUSc9qvZtTqbuIWkkHt/fOlrgfdiTbrG5w1Md3btu7YXDsfd3HuPeL1b3dFJM+JvDM29CIX417GhOX1/XYe/zowWn49n8n025zN+KXH887Bm5pTuGK1xbhytcXbadW9TxjhpQCAJZUt/TYeyS7aeF07TtLMH9j8w41JnSWnz86Eyf9b0rRx6vWcqQYB88OJdD3IsXOYVXdgJppw9vRm3Fj8vYebhWxo5Lu5TyousHx3sJqO5qD6FlI4JEQZbz78sVX3ZLOcbFwznFr6BlcGPys29/PdPDIOXiKCdHqfkQ+naZkfveV4Q3R6uLi4V9vfY1/vLkYy2o654x6dc4m3PT+sj43Wcmo5vfWG4uvsx+ajp88MqPTr+ecY+GmZtd3Hg6ZN/72tvDbVbR2oN//jo9X4PjbJ+2UYaoC4Qx5Ztr6Xm6JwPr9ed8QM0LL38an0Wux4PMXe/y9Jq4oTkSaV9WE9xdV93Br+i7La+LY74ZPMGVlvavv87pYG9pM507jTuRi3m1ACQBgxdaecy4ks86csTvG87Zs399pX1XXse9b5OBhvP35t9o3usoeZ1sRTrvVdW3Y/4ZPMGOFuRm5r76jjHvE9kAW9nt7bfvk1PW48vVFeI/G6u1Cnxd4GGPHM8ZmMcamMsZeZYyFO3uugKXwNKcUPD1tfcGKUDsqp9/7JX7x+CzXYxnVwCmBr3FsYFW3v59mcCkHj9Gug2cEmhAoYgDvKCJsqLGAwMM9ZdI1vWvtqGsznQ6d7TSzmoG0qqM51bcSexucYw9Wh6i2/a2+S6pbsWhzS6dfv7Q6jp8+OhMLNjnnCPeSg0ckWd6B9B28vcCcBLZl+v4CIx+rrYXH7oNKXY83J5XecYwYov/YgS6EAgxMmguEQMPKHn+vQoK9zLgnXsJHbzzVw63ZMeGct1uhcuwHywCY/WdSGq+8cxyRtLZ/SaibW5kf3eCYWyC0uqtohvkZm3tQtE5knTG8O/JctPaxOUEhis3zJASeAG9/7MlIl3tf2yDrToQga1O3HBg7AFhfaT80f2MzACAC85rSsP3u7V2BhrYsvt7S0tvNyIssPve2g+exyrUAgNJI+wVa6uOZncLJ2Jv0eYEHwGYAp3HOTwZQBeCczp5ICDwPTV6LWz9agVfmbOqWBm5PRKZ8+cZIKhoiTHWVCO8uvFW0lAKZ/YPJWnwVuxwXZV/u9naIyk6Fxnqvg0fvosDjhPR17HXvL6rGB4tr7MVkdXPfyjVhcGBa9O94id3Y203pMCJ3SGvameyLCWhPhJzN2dCE+jb/kCd5UbajDGRC2OntiUBPIvIX7D6oxPX4Ubd8gT++OK/b329zU6pwzhrh3OkjDh5uhZQFe2A88dKecCH4IHojnozc18Ot2Q7oKrBlfodect/ENTjoxk/tJKp+rNgaBwAMKg278uuonn6nRgg8sU7vk3WYe79YhV8+PguLuyDcF0KMs/EezBuVkBZRYg4Wz6hY05x7/XLOMW7C8oKft69Xc5XHM6XIbkLlIlS1/RdkNHl+u/OOVfn4QWAuzg9+kSvwVE0DACQXvYs6K9RaXP8lzJzzaH1o2be2vg3PzdjQ280oyBkPTMOPH+68q7ynSUjho6levlfiRW4cbm5K4fjbJ+Hxqet6uEU7N33nTs8D53wr51yskBWg87POgPVtiAlQsbuHOyLyTZ3MaohAc+Wf6S40w7DP214OnkDKzAb+TXVu3mOWVrfilg+Xd3hXpi3jTIjyTY68SZa7mswvEOhczqYrXluEv7260N7p62vJRA1rR3Q/Vo33F1Xj4yXbNzlxVxDXp+zUyFp+755Iuv1/T8zCD+6b6vtcWtFwTeg17Muq7YpavY1IuprogRCBjY1JPDJlba/vuK6pNx08oaDj5xMLkimrGrr1vT5dWouT/jcFFz03J/9BovpQH9mJ1q0d4BDTC/b3TUmlaIHGdX5pcdjbE9Ltzhc3AU+fBtSvKPolIg9cIYeKajh9nOxy9Tp4tlpjkXA1bg/mWEnuE1kN//t0ZbeLG2KcLXZx0RkSGfd8CwAufWEebvsqk3MPpFUdz87YgF8/OTvv+XpT4Klvy6ByVX2XztEgi4hF3sKq7eBp/wWywNO0g4QTbtiW7JFx048nIvfh1vBzqPcKPNYY8uaCGnzzdrPCmNi4isESeHj77gk/alszOPXuyqISZ89ct61bKvS9s6AaN09Y3j0bYOsrO9SvFksxYXKdZcqqetzzedciL1LSNbmjbNy1t2basC0JAJi5tvMVpIjtLPAwxi5njM1jjGUZY+M9zw1mjL3LGEsyxjYyxs7r4Ln3AvB9ABM62z7h4IGh4WeBqciq/p21qhs7tCUPcFt8k1kdYWg9suNqGACzHTyFQ7SyYgFd4OY+96nZeGb6hg4PlPG0c3y+/CE5Ak8XQ/AsfQeazjFhcU1RQo+cwFbkDeqqwDO3qgnvLux8sueOEjSc7/eK1xbhzy8vyHvs/I1NeKxy3Q6zIym+c9lGn/URfbrlvTQRGpBHcMy04i+hD/CDwLxumxg2J5VucSKlst0/EbjkhXm467NVqIsXPyESA313InY9ZfEgqWh4OPwAzgzkX3R1BrGLWvBziBCtPuLgMZi5QAhBR0rR8fmyWjw8eU3OhP7oW74oLGzlQV4Qd3ZC+vmyWoy59qMOVfHZIaj92vx/ovgFdjSgYxS22f1NIpnAl3f8GGtWLrWP0ayxVze4LWgDuXnHtloOnu21UAWc/nHG2m14tHIdbv+oexdhos/vWQeP831p29YCm2ZjoRUG7A3hFjnswsH8VSh7c7ysuKsSFz2XfxOuGOT7LlvkxonWAYFHmu6hMbljVHw79e5K/Oap7h0/2iPHwWPNb+VkBOJ+L4F5bGcdPG/O24z0tk14bW7hyIZ5VU0476mv8MDErhcxEGO00tV0Gcs/AF44B/jo6i63KR89sXH1u+fm4qHJa7G1tfNrBLlv6u0cPIL2fk4xB4iG+rwHpVfZ3t9eDYBbATzr89wjMB04IwD8BsBjjLFDAYAxNpIxVunz30jr+f4AXgRwEee80yMjswSenysf4N7I4zi41l8ruvvzVfjxwzOwqrYN86qaen1H2o8WaVGZUjREoLrEjY4ybU2D74RZMwwE7Rw87SRZ1szvl3E973cmhqWOTuzjGbeg5Qfv7hAtS+F5afZG/PXVhZiyuf1J8YJNzfa/hRDV1RCtXz4+C39/fXGXztERInrxi6YLn52LOz9d2eUdwe7Cz8Ej/p3t5pxb8sDqtwOlqeaEq4RlCwoqnyzZihnVxXVrR93yBS4eL03Ol74DTL6tqNfK92R3VYWREfdlsQLUxOV1OPXuSnzSzQ4xMcmRhYRkVsfpgQU4NrimW99LOKJEOKcvvGcFntaU2q0hgCJEKwADaUXH/RPX4O7PV2P8zKqcY2ev73huFbnv7+yE9E3L1bLcCk3qM4jrpAPXwtXqE5gZ+xsyiRYAwLpZE3BK9kuk3r/KPkZch5rBXUKc7FpsaMvauXAKhXt1N82Wo0jvIfegHaKV6TnRRP6+9n7lJODZH9gzDW9fKq7vSIHFS0u6d1wpmm7Yi+quODC2ucIAi3uNqKJVTJLljHTd9mRupY6yeEvnCm50lpzPbvUbssAjxJEoM69/lQfz/rYZVcdan7BCANijYQpmx/6K/eKFxT9x/86X5rqdRYzRXc5rtdEKoQr2XP6hLotQBehKxUpXDp4dROBpbzM8Y/3esXDn3GaEyXYVeDjn73DO3wPg8l0xxsoA/BzAjZzzBOd8OoAPAPzWel0t57zC579axlgIwGsAbuacd8nLJhwZA3kLACCstPget7Ta7MRfm7sJv3h8Fl6cvbErb9sjyDtAiYyCCNM7HqKlpoEP/w6kmvDaHLOct7BTC1xVtBgv2BErliOKIf9xwhreUQeBvDuXyrM4NTxJlg2ja52dcHytazBzesSz7X+/66Wd/A0N5r9ruilEa3sliI3qxbsqxGCf3UHKXvBMKx4IPwykncmHEBy6WlXNixw2uMnHSaBkzclZGTIFQ7RembMJn28sftEzQ7a1vvU7YOr/inqdVxTubkQIrJzAuZA4vsTqZ1fUdm8yb7HAkh08iayGMDREg90r1gthpeCExg7RKu76i2fUop0pDW1ZHDnuczw0eW1RxxeDAeHgMZBUNAwpjwBw79prXVgcypPQzk5IhTuzkEtiR6S2zewTWjrgSjhBM/NGpZPmfcJVczzRAlEAbnFZNwzonGMfVoNfBittZw8AvDZnE+rbshjZP7adHTxZ7Muq7ZDn7q5m6OTg6cEQLb/vy/pqvdew+LtQGFxvOXhEnwuY35uiGbj+3SWYsrJjGzTyd60U6eBRDfP3D6KIJMvSITuKO7jbeeXXwJQ7Ch6S8c6rrDHEkGa6QiRxHDzBvPfY9e8swa1fZXwdIwfWfQIAGKAXDpsR13VLNyQKtx08XZ2bbYcw6O6ef6u6YY9fizYXLxy+P3sl7nt/lj23ShQbolU930zQ3dpzFa4CMPDn4HsIKYU3XrLk4HGjd+5e2lHSqR8AQOOcy56+xQBOKeK15wL4JoAbGWM3AniMc/66fABj7FIAlwLAsGHDUFlZ6XuiZmuhrWk6EABaW1t9j21tMW3MX681RY8v5q3Cr/ZW8563KyQSiQ6dl8GcV8yctwhatfnzLqhJoQJAiBmorKws+py71XyGA1c/iy01W9GUvggAMPfrFRjS5iwWVjbpGMacHDxLli3HgBb/XfD6bdsAmMk5J06ZivJI7uRb18wL+cuZs1HVP1h0W9dtckKfZs5dgERV7qVdmzRcIpeqdu03a2k233Nba9Jqu9Lu+fZc+DqqYq9g/8wLEO7alZvrC76u2O/g/c8rMcbYBM4CSJXtWfDYRCKByVOmYFG9jqOGB233WjGkm8wBQOfOa0T78rV16YqVGJ7sXMI0cU5516mzv1vZ16/htOBMVM67F4n9f4HKykqsXmstquJtXb6H5c+/Me4MphOmzMLhw9zXZH19LQCgFBl8NWcuavv771bUb0sjq+nttk0WS8SxFZ6/C7W3NulMUBYuWYFBrZ0TBfJdA0rGvF+mzp6HbUOCaM1yXDElhUuPiOJbo3Lv13UbzN9ly6YqVFbWdLgvzEdjiylENLa2IZEw+8QNLQr2YxwhrnXLe4i2rl5vfgbF6mtqkwaiQWBQzJm49G9dhaMBIN2EuR+OR7J8TMFzjp2ZRlXcwPgflrXbDnENvvXVWhwZ8p+4dfR71eoacDCAIHRMm/kV6reZn7Fq8xZUVpo5jJriSQg/Zke/z5qEcx1urK5BZaWzqZCvrRXW/8VzDdvMa23pkiUI1BYO+emu66qY82oGR4BJ4eAeyhpTGAlg9sIliDXFijrv4dZ9P3/xUrRtq0Ni43p8A0BC4aisrHSFyKxZtwF6YwCfRK5DlKl4et4P0bjWHGeXbF6PWBDYu1zFmuZsh7+TCuv/8uuK+W7/GJiAf4Vfwx3r7gIwGnUN27plPBQkM+ZAm1Z1TJw8BaGA/3ffletgybpcF8kevBqnBhdg2qwYqgc6fXtVq+WQUd3fsTy+LV21HpXIH3Yt2jqgZTkS5XtDD5X4HteSNbCkQcdJu7efNDuRSGD2dCfB9+Qvp+LzKhVlVZ9iwup9wWoPbfccgvkbpJyIiXRR36tibXIE9fbnUa3JDET/snipZ6zihvlcB+Y0gs5eA4bP2NvV8x68Zj6qN8cRZyfmPFdh/X/jlhpUVjqCyx6b1mJfAIa1d19ZWYl1Veb1L3Lw6AhgUuVUlIVzv5/Jy82x8cvpszCyzL24PiRuVuKraUwW/CyL6k1BobbJmU919nvdvNWaM0yfgQBzj5vtnTetcaxr0XHY0BAO2LIJowC0NDVgUTvt6Ghbd0Mj9mT1mPJlKfpH819zHT1vbdKwHZZbaraisjLXEeV3zuOn/A7nsCbcmXob39wthHmS+3vJitWozPgnrT5oxX0YCWDFJ08gUX48Vrx2E0JaCtW7n1l0mwuRSCRwINuMf4bfwBuLd0elkj/f4ZJNZpubGura/c625/i9vc9ZYf1/2pQvoIdKCx3qy44i8JQD8Ep6rQD6tfdCzvmLMMOzCh3zJIAnAeDAAw/kFRUVvseFFnwJxBOmpTQAlJSWw+/Y59d/hSHb1mH33Q7G/Loa9B8yDOXlcd9ji8LQgaVvA4f9wtnmtqisrOzQeaOTPkFGNTB6n/1R8c29AADNs5YDq4EQA75dUVH0Odd9bOYDUMPlKI0MAbbWIzhwJCoqDrePCa/dhvqFTg6effc/EBXH+4sLny3dDKRMgeeo40/A6IG5k5Ky2ZPRkk3j4MOPwvF7Dy66reM3zEG0oRFZzcB+Bx2KisN3y/08DQlsmvma/bfOgVNOOaVD4obM8xvmANsaoPAAAB2l0Ui7bc1MOx+AuahvRTkAIK6HCr6u3e/g048AAGMO+QaOm3IPEIoCZ75TsB2VlZXYGBmDBxcuw73/dyR+dvTuBY+X+WrlWiAJZBCxHxPt87aVffYROAfG7LMfKr6zd9Hv4W1rRUWFuRPx+Weu9+soC6snAk3AgAEDgXLz/l4Wn4Y5my/BFYFxqKi4sFPn9bYVAGatawRmmjH5Bx5yGCoOHek69qNV7wJtQCnL4pCjj8ERuw/0PeeDy2egKdPa7mdWdQP4zNxls4+thPvvAu1dV12Ht786E9erv8fovb6PilP2Lfh++ch3vfZb8CXqUgnsc+ChqDhsJJbXxIEp0zCxJoTrz8s9flZ6BbB+Pfbfd19UVOzb4b4wLzMnAciAhaIoLw+ioqICsZVbgEVASZh1+T003cDdb0zGv848BUuNtcDq1QiFwqioqMCYa817teq/0qRpYxRYaP7zuHlXAGP9d+vE56+y7vdjTvg2+rVT7WhpdSswczrKy8tRUXFSwfMWy+KmeUC9mYPngCOOQsmWFUBzC4YMG4mKiiMBAO9+OhmAuWHS0e9zyZZWYPp0AEC/QUNRUXFs+22thOu9nlg9G2hsxAEHH4qKw3LHAtdLu+u6aue8nHPsfd3HuODEvTDunMN8XzN3ehjQgIMO3B9jTvBvk/e8zVMZYAB77bMfKk48CgubFgC1QKRsAE6sqDCLRXzxBQBgjz33wqF7DER0mTmBPuKIb+D4fYagsrISg4YNRv+meuy350isbKnp+HdSaf5Pfl0x323p5H8CAPYaWgZsBgYMGoyKiuPzv02Rv9eb8zajXywMzhYhHDQXS0cd/y0MKY926bx+LFBWAWvcgvgb4ZsxhMUx++DrceTeuyGlaBhSHjVd0LNmYUB5GSoqnD3M1pQKfP45AGDAsJGoqDgi7/tVVlai4rjDgbvOAQ44AzjvNd/jznxwGpbVpPGXn56CwWUR32Pkcw7qtwfw9UoAwDdP/BY+qF2CB8LPmLdyRXEugnhGxaSWVQBMZ3swGivqe93w5XiAA2Gmt3v8Z1VfAJZgsdc++6Hi29bcIr4VuPcg4OwHgGMuKqq9Mp29BnzH3i6et/ZLDiMQznmdphv2vTZg8FBUVBzjPDl9EbDeNo+hoqIC79ctAjZXo0QkWUYQx5/wLQzrl3sfqJM/BaDjiKOOxSGj+ns+hBkmtNvIoXk/S3VLGjNmbACwARkjkHdeWCxPr/0KqN+GJeoIjJ9ZhYlXnYz9hjvLwkLnvezF+fh0WS1mXvttjGp5A9gKDCyLttuOjrb1kom/wo+DM5H95mrfNU1nzzt5ZR0wzXRnDhoyzP07FzqntSESj41ARcXhWDttPbDE3OQYvecYVFTs7/+G214A6oCDDz0CdY3lOHje/QCAfmffgo2NSXxznyGuwzd/fBeC5cMx6uTi5syTp0yxXWSjRgzHdwp8Fysq1wHLV2LvvXZHRUVhYdnvO1i4qRkHjuyH0khxEsecDU0YUBLGgSOLu7Y6S4fPWWn+76QTjgXKh3f4/XYU/1MCgKc3QX8A3ebNZ4ydzRh7MpFI5D1GWGdF55jPZn5G4i3Mj/0Jw9StGI7mrsc1fvUE8M4lwMKCOlVRREPmTpFsj8xmzIl2KNAxC+Emy6nUmlKwudlU9r3JQjWD266Y9nLwaJo5wDDG84bDiLw2Hc0BEk+rGGV1rvnyB5gOB+c3ZTC6FEogdmFFmc4CFeIdmLAhO5+/Kal06RoaYk3ctrZmACVh/lcEoppKVWPHEpHGDPN6SsN/oiwjvqPusN13R/yw2MzWDac9+2ybguGsBeeoH3b5/DKyNdYvJFG13GqlyBS8DlWdF5XHoNB3XEyesJKtX+GYwBrcEHq5R0rPijw0InRNVLHa0Ogf8ifCR/LtuHcU3eD436crUWslPpbtyimrj4wUOSLOXLsNFz47xze3zfiZVXh8cRbvLaq2f1e/73/sB8swZVU9EpmOJQkVtmW/5Oy1rRk8MHFNzvt1Z6CSXCY9pWi2NV3OQZDVgb1YLfqhY33LY5XrsFgqYNDhe56LXDNmW3aUqiGA05YXZuUP6Rb9U8cKIpi/bkYx7yuumde3boVoybmmNINDl64NMSYDZuXN8mgIZdFQ3jx2PcEgmONVgsewL6s2HdTdwDVvfY3LXpoPRTMwoiyIK4Jvoy3e0i3n9mJw4Pnwf/G/0BP2Y0OYuWeZyqq4f+Jq/MqqmpVWdVwRfBv7w52sVq58WlQ4mfU7Y2v+/Htr6xNW+4qb54gk24A5nmiZjie5P+H2Sa60BUXfwlbunXARaTTlKlquMKUmyyW8+HUUzeY5XQ5L0Q2OEmQQRPfdNwGu+6YRkOcSOVUK7Rw8zkAmxtsYcwQe0Vf/5JEZOPPBafaxYtxP5ykwAwC6mj/nUcVdU/DUtA2uc+WQbgE+vApQ2h8bhqXW4E/BD/D5MtPtXLWt+PFEpE5IZjUnxEXr/nxNZcggCtUOK+oumpNmm/vFQp2aPycS5vK5Na0iwMx5VMGqlJo1Dwm6N41+/cRM/OrJ2Tl5m/aYcytGTf5b0e3RuXMNop08W+KaLZi7EGZ6hVtnp+3cceKxnz46E799pvgCDwufuRwvPfTvoo/f7qidS+Oxowg8qwGEGGOytHgkgGXd9Qac8wmc80vLy8vzHuNN/plv0XVk6isAwBGNn2BO7C84onVKl9pmxM0kokayEXXxTJeS24mJvZyTxhZ4WMfOm1LMTiUSBLZYiYA3esQA3TDsyWgAvGAcqgi/KlRtSyz6OprkMZHVMNzakcj3WoO7FzrtCVJ5qVsOLHgxx/lTzJxM/AJlQQPlSGFMyOyYXIu1FR8CW+ahvi2DLc3tD2giB0Zta9ocyLRMO6+w2hAxxcCOftdRw5z0yQ6efNfsPqwWQ9Bqfs/v/QVY/2WH3ktGnszIC+tHpqzFQ5OKS44rfm5DEnhE7L+ha92aMF3OweMn8BiqyMGTLXjPl6mNGGQ4NuyaljTun7g6p62F7r2cWH0fdGYO7CHoPZJkdSQa8LvgJ3YOHiHg5PvKRR6VUCfzqGQ1HStrHWPonA1NeLTSCROUJzsZK3wsXGQfeemL8/Hl6ga0+XxPorJJbWvWvk79ft9X52zCl6sakFY6Fl89vL/Zz21pyh30b3xrLmZNfg8LN7cAcBZ2nTQp+sKte0dU0RLjpjzBzeocX0avwruR/xR9Xk03cOenK/Hv98zqTyXhYMcFGmsiL8butLJj5P4C3Lmn8iHCXjtSAED8tOmsed0ZiiXwBM3rJK3qKEEGH0euw4j4ElffqalycQINZdEQyqPmArCz1fg6Up0yo+oYyMyFyMj4YkyKXoPvtb1f1HusKpCbSxYGNYPj5+FZ+Hv4bZTOLC4fWUcxOMcpwa/xf6Hc8S2jKGhIZO1iCplMCn8Pv43vaO6KS3Kpdc0o4ju0hNZCiyUx7hQ7z5HzAaoaRzjb8US53kVksQKPSK4cKiIHT1rjttCdI3J0lGdOBx7LDYPqCJrBsSJ2MR4IP9K1tkgEYID75GVzCzyFc/BwzhG3rquYnIPHOseizS1YVpObD6WQEGAUEEl+gYm4J/yY/bdvXzD1LmDeM8CCF/KeR3B301/xr/BrtiCld2B+JjaLdc6dHDxFzo07QpQpCEHveiJoDyIp/NDyaKcSOPM2M29Wc0rB0JIABkV0pAttnAsRLOh2+rU0meeR1yKdWaPqhpMHireT/1RPNKAqdh4O3PZFweOWVrdibYuBcROW24+JsLb5G4vvu/4Y+gi3hMcXffx2p5PX7fYukx5ijMUABAEEGWMxxliIc54E8A6AcYyxMsbYtwGcg3ZCrzr43kU7eAT5BB6xsB+dMm1vVzbfhqPnd7783tIa0/o6aWU9vnn7JLz8lf8O35bmFPa9/mOsKFAZRGQflx08StYctDtaJj2tiuTJTocvBtP3F1XjvYXV0HRul0lnMFxVObww66YOwsjbYYUDnUuyrOkcA0rMBWq+nQODOwmhASHwdGJB/9iJwAeXw2ssyBRl4THpFzbwQeTfqAxdDsAj8Lz+G+Dp7+L42ybhO3e2Lx4K19bW1gygK44S3w6DWRseDD8ELVV8AjfASbKc5Y7Sny8p7xfhv2NW9HIzvn7RS8ALP+7Qe8nIEzlx/TQlFdz12Src80VxJTn9HDyKYTkSuNGtg7TbwZN7TYqJUgnLuJKdevlz6jHczpxJ09VvLsb9E9dgabW7Hyg0CWgrooKMETDtrGGmdWuS5Vs+XI6zHpqG29puxE3hF6G0mbHXuiv5q0+VMaNrDp5/vjoXf3vgFXuiJC+aggEGRTNsASRtO3jc3yHn3KcUrSOm+QmCQpBSdcchqHo+H+dmovmspiNcRNUYmRH9zNwsfg6eC5oexGuRW5GpW+tqZ7diTZaDzKy4I647r4MHAPYL1BR9Wu94O7gs0mEHD9etXWrrfir2On5w0hq8Nqdw+d+uUozAowmBpwMFAERlyIwt8JgTcR50HDzfCKzDIYGNqNj8qGuRJDZdAFPgGRDh+M2CX+PkwOJOu3iUDghDGVXHYMuoPShtfv/7Ku2XSb/h3aX4wf1T0ZjwH+u8TuMhUctl2wlHSjEUWu9kMlmoOkda1aHqBrJZfzF5fYMzNy1mASUW8VoRYqDqNzd5/sdmlUUJ4W4EAEXXbYFH78RSQczHlCIXg0I4LsbBo+hAaSSISCjgGbPFWJH/PZdWtzr9thgTMvnnQM9O35BzPXkRv9dZwe4rkx6Ebn8nWPoO0GyuC+S5RE5xBt0tvqg6RyKt4NzgJAxkVq5IHoCiGwU3swrd+3oBgeeO8DP4edBxBGX8xh8xPy1i10GsWcTmQWsRiZtV3UBrSnXc4xoHDOt1evsOHt3g+M3Ts4uu3hmFigCcuePVby7GB4vbH/c2bEsinlFR35ZxVZ0TCBff4LJI0QKtPEcOpsyQupaUimcxFnNxPhKF+nTx3QTcDp4j+5n90voG5x7oTGEYncMOE0Q7AnZ53Jy/HNvwdsHjhKNrryFOfhq57+zsJsX2ZnlNvPDmstoxJ7Rgezt4/g0zmvdaAOdb/xa+qD8DKAFQD+BVAH/inG83Bw/nPKczam9ybEiZrfu3db68btaahM7d2AIA2JQnZOazZXXQDY435m32fV43uK9dXrEmFKyD7oSUEHiswbIkHLQ7sSteW4QrX19kVdEqLkRLdLKBAkJQZ0O0DM5REgkiGGD5HTxGNzl4LLy7E2mfSdS9n69yuUtEHa+PcTn2CdTajzeJqilSxzc+fCcmRf7RbjvEZzCtqErRau+RG57Cj4OzcGTDhKKOF8QM8/qUHTzehVgiq9k7xRGm22EDXUHerVJ1A0urW3H0LYUVfi+Og8f5rRTLwRNietd3AyXkBZ1fFTHRf7Tn4Ck3EuiPhD0AiGPbsu7JTiGxsi3dvujHrZRsYejdGqLxzPQNWFodx3DDnHCISYYsuDQlcydetujVSfvJt1bdgc+j/0Jrg2m/F/dJFAp2L7Wqc1gfMyscPAH3d/ijB6fjuNsmYoGn5KvoX/02AUQVEU037N/K21eIfjSrGuBegaedflosnPzcfftopkMp1dZittN6n+508Ihd4hDMHcGsauDy4LvYM7nUPiTbAbFb4P0uB5WF8zp46uMZ33tV3FPity72fr73i9W49p0lRVcn6wzFVKYSl7zRgXFJfGtZS+DRVbFTb97PGVW3d06VQNTV1xjSZkAiq2PPYBMGJdbiltBznXbxKWr+RZimG1hkucsAs88KWkKHYQkVrIhqcq9bc6CWtIqPvt6aEyq5rsG9kVcatu7JYpwxncHI/5kzWcV2TCQyGpSM2deFJTE5rei45i0z52FJOH8Za5mtcfM8iSL69hzxn3Ngw5dmlUWJmpYMBpZawozGEVNbzM/A8ucWyccFmIAPIjd0wMFjCTxM8w19lTE4EAwEEA0F3Pe46Ojy9KGfLt2Ksx6a7izAFckFpimoqDwHmPsMAHNTJKVoGPfhcpz7ZGHhRtd6oOokNxynw1u/g/LYyQDccwl73tWyGfjoaiBjbvqcEFiOI9lapFUdIzJrcUf4GZwecBJoK5qREwYoL4YLhWgZBUK0vOh+cxIx3rHil5+K9f02+swTZFrTKg79z2f40YPT7LVERtMBvYCDZ9saV5WiNoVj3w2vYOzLE4sSlKJQEYJubhgZHG/N34K/vbqw4FjCOcepd1fit8/MwfG3TcKxt07MOaYto6I0EkRpJAhFMwW5k/83BW/Nz598vSWl2i7Q76c+AnQNLSkVhxkr7XPmQ1HMfiTpGTMPKjOvqT++NN+urtaRcTKr6Rhz7Uf4ZINadIhW1nI167zwNVJlhffvPsgReOS+QxaldlQqV9XjRw9Ow5vz8v+uUPuAg4dzPpZzzjz/jbWea+Kc/4RzXsY535Nz/sr2bJuq85xB1XcnautijFDNyQXXO96pN7Rlc0QFsQMnMt+PypOoS7gO8u1oyx20PFk2VDEB6JyDR9jFB5SEfcPYig3RAtfs4/IJK0NYK74bmO+aXBajwuqcI8gYyiLBvPZSs0y6OwdPVwQew7Mb4LdB++DktUW5S+w2p51Y0orgYuwbaH8XYS9lDU4LLDDPoatFxxmLOVBHXStC4FERxN+C7+DPwfdcC7HGRBaH3fQZHp/qhMNwK2yAd2BQ9yK/h6IZmLSiY6VbAcfi63LwWANiAEZRoUzF4hJ4/EK0RA4elim48AhycwIh7umyqLlw87rcCt17iVT7Oy7cWqSE0X0Ono1Sfp2IZb1PZTLAwpcxZuIf7ef8FuJaHnGkOamYCawLwDnH4QEzF0B6m9lfi9/js8i/8KVmJjsXX6Gzq+5+r/sbL8Ofg+/l3bHyc16FAgwD0QZF5/ZnMLg58RiKVvRHwp6kZzUDhnccaackpnAD1fs4i0LW0CDCPcR1x7ozC49w8FghWoqq4erwmxi37e/2IZ3RB72LgUGlloNH11zCN+ccx98+CZe9NN97CuiWuJBVVBzMNnY4xGv2+sLXVVeQQ3AufW4GNJ+FkhMuWny7xaZBVjHPx63dPjE/yaiGvXOqMLfAo0kL02RWQ7+wFdKDUKdLpYt2+HHvF6vxk0dmYJnlWpb7PZFvpCNhsi/P3oS/vLIAz8+qcj1eZTkuBpaGsR/bgkMyC8z34Obu899eXYiMqmNuVRP+8PzcDoWV+RFV8ztAsooz52vLaFCssVCuAPzl6gYkshoe+PU3cMDIfuiIsThQwK0iyJnnGP6/bVtGxTArCbWqG7bAk/YKPLVLgUTh8fcf/AUcEdhQlIPH3Ci0UgJAbTcUxwAQDACxcNA1PxSLu3xu1rlVplBfJ5xKsnMnZd37E2/Gyto4Dh/7OZ6fabpm2ivFrhXpmu4IwsEjrs2I0gLAPZdQhBAz80Fg7lPA/PEAgKMDa/F+9D/IqjoilojVj5n9QoiZc4ktLe5FemPCuW8LhmgV4YIRqH7zGiFaBfyrhvohvoPmVO57z3llHJZNew8AMGvdNii6geqWtC3wpBXdEWC9c+N4DfDwscBn19sPBVINGBd+Hk9F7rFzjxYiBgVBxpFVNdd1V+i1W1sz2JdV4/2GH+Fwtt73mHhGRf9YGOFgAKpuOn43NaVwzVv5c241JRW0WMVbzjC+BF8xAS1p6XdN5xcKGlrM62TyMkv8LB0KANiNmWsSRTPw2VJzU3pTBwQeMU/9cL1qV3JrT+ARYetGO/MWkWNM3sCS+w6/61ge/9oyapf7/q4i5nEz123Le4yu9O0cPD1OeyFafhNBX3vhEydjgGYNBN5BsoDNEzCFiuNum4j/vO82JokBWlx2+UQHsUMfCvr/bLKLQl7AilCQQBE7Y4B5oSWzGpKKW+AZWBqGqnPXDaEbjmgSbMcRw6zzBJA/yfKNrWPxTOQeKGnzd9rcZuDAf3+Kz5bV+h4vMAwgEGBWgsh8SZbNBM8Csx1dyHfkUVX9HDw5r8nTYdm/XVvhz+nHE6mr8GzkbmsxVLyDR4SnZDvYwQmBJwgDV4Xfwj/Db7g6UrG7OneDI1ZxawKkGgxr6jqXOz2t6tiPbcG+rBqKbriSsRaL2N2Qc/BkdfN+CkHv1qSsbRnV3g31Eym5LpIsZ21n3phrP8o5Nsg1V4x3qcid5BFhVN3AQWwTBvrkpk+mixggrAVhCHqnF3de/OL705ks8P6fMWjTZ/Zj/gKPf/6I85/5Cuc+NTv/wDz5VmgPHosmbk50Mi2mc0hM0scE6qwDOdIax3XvfI31debEn3kmHgcGtuRc3zKibd+6YxKue2cJAGCPuslYFPsjRjTPd00mFN3AvNifMC/6J9tan9WM3I2Cdu5f8bn9wpeEGyKTasPCTc2OwNOdDh5DXCdmiFZIz53sZTsR+updDAwui5j34y1DgA+vsB8Xv2PlqtwyqyJ84Ofpt/BJ9DoMaF6ac0whujEFVw4JyXH35MYfoe3Bb+ccI4aQjoRoiZmDEFYCVkJGbqh4bc4mLK+Jo4RZDh7mdfA4k/9opgHHps3qZQrCxTl4Zj0CPHmq6yG1wO7/ciu8vD5uuYykeYBu38+Fx6OE4rRfXAtfb3HPvUQ/rhscE6P/xCGtU833Mxhu+mAZPlhcgykr63H5KwswcUW9nWMQMBOVPzdjQ4eEppKCAo9iL/ziGdV2VMti8hfL6zCwNIwzD98NoQBr18ECwHbSBYrYuMuZl+VZpGsGt8cXVTdQprUAANKIuQ98/NvAA0e230YUl4NH1Z1cjhHo7SaF5txMwBoLB1ybMiKcNp8gI54fKiqpWXN2HggBmRbzMV2xr6ePrTCdoN+malstsMl09nBJrO1ofhLDMDeXl1a3un73IEx3Z8qTo02eH6jifQdZVcQ09zifVnVEudk/l1tVDcPQoRuGnRPKOa+PM0jA5T6j+Jxxvt+FGGMDxRdxFmskP6fv8avvwaGTLgQAO98Q4PxmaVXPn4MnbTlzNzhhZcItNJi1FdUHRpn5fSiK6k4jUGDDbW19AmcFzGvn+8F5vsfE0xr6l4QQDjKoumG3JVBgMG9OKUhwR4xVW2vsZM0AwDLuDYyMqtvziZKg2fa6FmuNXDIIAFAulTMXv2Z1EcKX3Qap7xFOUrQzvomCAe2FhoqNN3k9KV9zfvPKA//9Cf7xxmJzE3Ds57j6zfyCWSG+XN3gCqvtLGVWpa9g8wagxT9MXM12zom0ywg87YVo+WVAzydCCHIy5rf4h04JxCRixlq3Uifu134sjarYeRhVP9X39eJGCedx8MiClLyzLMJjmHci0LAqp83VLWmc99RXuO6dJXaIlugAxGJVrrTgqqLF8ufWAQDGxc6vgcak4isGjTBMgUMIPIsbNARgYPKKelzywry8KqfBOQLMXPzmC+/yOngC4K72Tl3dgEemrPV7qf/n0d27NpkuaAP2AjJhfn4j0s/1/OSVde0mDXMcPMXtJtm7XVrheGwvJVaS5ZB0/csLYKHyjxzgDDQiFMBAoF2bbT4yqo6J0X9iUvQaKJphltn20JjIYr/rP867E+84KqQJiyGcZUbOgLC6rq1gMs9CJLIaBpSEEQ4yfwePtbAXVbTus5xe3pwvQWgIQ7P7KDEgeEUYRTPwafRavOeT2DZZhINHTILC0LqlYhngL2ylMvIkyxIkFB3YPNc1kRR9mDf0TIhGefuaqXch3LwWLTDvId1KYh/3TPoHIIk1zTpenbMZCzeYu9GBPDtLqTwTPXE91bRm8PacdUD1Aoxotkqbti5zTTbEBC1ihQJ+EbkGpzS/lZtwsJ37V/SbfmKk6N++WrUFP310Jl6cXWU93o1wkUtNR0rRENNy7498Dp6bJyzDOwssK/KKCUCiAc1JBUeN+xyvz3WPRbaDB3Al5KyxqjuKUDXDI1hwznGEbm6iRDL5d8UELrdrEf1gbWsGN763tMPuT+EgO8gqxTqoLdfZKarf+FXPyYdosmIJPEHN7J9TGQXXvrMEt328wt45zbKo6zPKoSUP6bfg9NqnzXMh6JtAPIfPrgdqFrgeyhYI0RJVUezQxbQjjNihiu2EUSVVaRFszWC9+ajELq53gaZzZ/FaEgnafan8+uve+Ro3T1hui1HFIJwufmQV1eXgUS1HtbzhVt+Wwd5DyxBK1uII5euiQsnEJl4+gcclBHgFVx+Bh3NTaCixBB5FM1BumL9PFmFgy3x3xa48eSFKwm5nRrECj+zgae/jG9zMhRkLBd1V4sTHzHMfi1wndvnkdAsAoE2PYPGaKvMxXbHHWvG7+U25+RMnA8/+wHyJtNmXz/2qG9wMT+QcWP6+7dS89MX52Pf6j3HWQ9NxrzUHMAxuOni4gXTWK/BIoeriXvNUPhJkVAMlVtXTMljOMWjQdG7P48W8Xt4UztnQkDeH23GYAsCpgYV4N/Ifl0PQPpU172nPzS33r+LaaG5n7ii7JMVvllGlEC096742mHWtSp9Ple6bYlJFRGEJPKrmdlcVWD+ua0jYVfa28QG+x7RlVfSzHDyKbti/SaGUhE1JBSEmiUzbqlxiZyjT5Dr+oBs/xe/GzzWfs9Zn9a3WfW19J6VaC761r1kiXYipqtzHc45lNa2+4hvgvl5LinTwCFOByEmXD78k8oUEnrX1bdAMjrcXbLFf+96i4vMEylz47Bycdk+BojGV/wVql7R7HjGPu6fud8D9h/seo2T6Rg6eHRbzS+YYGHE8Fu1N9kJegae1QAwdHFvbnoNLXY8LgeRAZk5wj970nO/rxYVbyMETgpZbdjmfg+eR44H7D3M9tM1aXK6tT9gTITHZEBNq2Z7nraJV0MFjdSAMHH99dSEufSFXuc5aeV1UKzF0oK0a62Pno23Bm/hieR0+XervcNENjmCAobxAiddcgcdwTaQueHYO7vpsVXG7Z4AdF7k324pSZBBW2xcC/M4cCUrlC9tMd4ESG+I65uLx8/Dzx2YWPHdK7ZyDZ1sii72v+xgffV04HGxeVROWVrciyJ0dfEFa0bG+IYF4lmOlJYjI8b6isouGoDusxTCAr99oV9EH3J21qhu+C9zZq7YAhooX85QitnNcyCEfuvN5vAPCWw9egzcf+le7bfMjqxqIBAOIhoK+OXhEQtgo02BoCvrFzElniyfuO8w1hJjk4ImakxLvLqUQPByHikOqCAePcBRFmFawbHtH8PvcbSlHwBBhWwMWPwE88z2gytlJE31Jvj6lvRxpzZaDB23mde39vvZidbYoK9qRL/9HKo+zS3YRPR2+G3jqVARVKwm5aqAk24BLgxMAcFe/lFF07B+oxm9bHgP3OkG1wr+VYl3EvvllrPankubkccbaRgxG3NXvdQZ5p08kyw/BQFtGQz/k7i65fpu3LzHzQwB4bkYVrnpjsZkr4vXzgZd/jo1NKTSnVNz12SrXOQaWhn1FPJEHQFQPlI8xVAVZzUDU2ilM6JGc1+d8NunrL+Zbmr52G16cvdEOAyoWIci+eskJ9mPexM7Ckm50IleMcPCELYGnodVpny3wIAr5KxXhFprBMRrOTm3RDh4f1AIhWgG5sg0AnnV2QANWW9rbbJCHj2arrxTXhMCwhXzPaw1uL8BLIyG7L5VzSoj5VUdKMpeo+TdfsopiCyzxjAo1K74fyUWqGWZVqGd/iJua/wWebx6ViQMJ83dSRc4i6apd35Cwd5XlcSTXwZO7SBff6x/aHkdV7DwkshoGcrMfCXANePo04ImT835OgQghtt+7iBB7VXc2CsPQ2g/R4uZ8Lxp2J1kWv3e+VwuBx57bWw6eJGJobrTGTe44eUU/5ufgYQlnnJWdcGIu94fn5+LYW50cgQ9MNMMTN856G3jjArOaFICJK5zzCPFbNQxzfmUYSGXd95M8pmriffPMnzKqjhgXoVnWBrEV7p1WdezOGrB/yNzckMd8r7Ahb0JwTcHklXUF87k8Gn4ARwXWIt68Df/9ZCVm1jjnW19vXlOLqwu7H+T5nbjGm3xCtGTkTS/xcTKqFKIFuMVNliuo6568ZO3hCDxZzxzV5ypc/Bqw6hOsrU9gKDOvvRZeZh3vvkfjaQ39YyGUswxUTbevq0Lh1smshghUrNz9l1hl7A69scr1nUR8quJNW2NugjBrHtIQt/o96+8yLY5BpeY4Kj5fQJfWGFoWZz44HT99dIZvm1wCDyvOwSPyxbYXoiW+M3kOoGsaJkX+gR8HZuasET5fbt5rew4uLaroQSGiUHJNHk4jgMo7gKe+2+55eNtWTIzkFmmSx0GVBJ7CtBeipeocFwU/w6LAbzDICnEI8MIXQK7AU9jBI5In7zHYHc8swobEgllj/tZFJ0Qrj4NH1fFM+G4sj13s6qy53WG1P31tsRZBpZGgbf+0Q7RKzJtcngxlVGfnJdhOyBOTnBIAMMXHYi8qM+mWJW1wyoxP/WlwOmLIIubZHRKYDh6G0kgo7w6Kt0w6Y/7trWtrRyCxBgWmZ8FgYEr0H1geuxgT+SV5X1Io2We/MHfKF1oOnnRoUOE2+JBWNGuHQtqxKIC4RITg8uHXhZXsXzw+C2c9NN12OcjlTFOKhtPu+RJ/m5KyO3TXYGuJTgYCLlGNL3geeOcS8DlPtSusya4SUYHIy5kTjsYrkdvsxZ8XvzLpYsAP+oRoXRD6Iq+Ftj04OP6QfR7fCS7LaatucPt+AACupNAvZl773p2QEDSE4SSAFjm4vAkACzkO3a4Zf5idg0fvVBlMP/ycSy0JZzEmSrcOXWWlXJMmV+K1+SqMFZs7KmhNxL1JJfdk9WhTxKLCmrjk6fPzVfXTDDNk9QeBuTg5aO7WCGdfRtXx4y134/rwqziarXHdD8Mn/c3+d06+lXYcPIOUWhzHVvqHE1oCj/heh6EFC2KX4dzUSwXP2R4H3fgpLnh2jtVg83PEAjpaUir6I3fyocqfqWYB0OguQqBZNv9E7Tqc95STwPS84CTsxWpREg7aoSIya1t0/P55834cUpYr8Oi6aZMXgkZCbz/PgxxOVoyDR9yHHQ3nFLvL8gL42neWuKpi2gJPh5K2Wm4Ya1c1bIXMyf2zsMZnEPWEb5uvyWjupPkqd0KdV9V2zMWoFnDwiHWy6Ot1yXoeNqwxor0SurLAY/WVwtVlH5Ona+CGuRMehYJggCFiiTnyptVe1gbcxqbiBbxSK5TJD0VRPA4ey1EthwlrBiKhINBibkyU63kEo4ePA+7eDwCgisWWJBSdds+XOO2eL83y2Gl/gWdNXZudiFtGHPK9tvcAAK0pBf1F3pYiKlvJ73XhiXvZfxfjRkqrOoKWABFhWrvjD4cpungdPOLa9isvDjjuWPv8VlhWikcxKOBcA2krPUFWEnimrKr3dQ0rqu4SeMR9M3FFPbZJeW1mWnnjtLgl6MRz51s1lqtG03QEGAe4gaRnY8KVa1NVzYVgniTfaVVHCXeLn2GYGziKZmB69Aq8qfzFPJd0Y+VUFJbmk6lMGhePn4fLX1no+54AUGIl052/tgaPf7kOT37tXG9CsGotYHn/Ynkdnvhynf23EHiakwo2bEvimekbfF8nj7GabphzOuFst59w2lLTav57W5vzHclJpL0i98rauB22JxBjTY6Dxy+P2rt/BF79Nba2ZmwHj9ggb02r5oYnd8TgH6ffxX9XnYHfZ1+y1zWFwq0NDkShIRyJYTMfZvcnghLF6VfMPtj5zZlhrfc0FU0ZwxF4jLhZsS7oiKlMEni4Yq6pN+YpDiRfr04Onnbub2sM0Ntx8NgVPKV1HFfT2DewFQ9GHs65jkVIV2kk2OkNDMGq2EUYH77T/0kxt9ezwMKXC55nj03v+1YblQVCXaEQrYK0F6JlcI4zguYE9uCAuasW5HrBRWdO2XHL7pmPjY0p/DwwFWOCbtu4U4XKWtDAX+ARO6iilLiXjKrjlKBZiUGu8CUWsMXEaosBsCQStNVJXTdwYmAZhkfN88iTobaMane+AdaOg0cqk56PLMxFrpY136PF6otPDy7Aytjv8golBjdjU8uiwbyqO28nREssnF0dVarJDGWTscoInqxMxYbY+Xk/i4xwD/jl4OkfkUO0TNErm+caKISWTTtWU73wIhHIXczsNqAkz5FmUsJvB5bgaLbavi5cDh6f30W2y3JrQqkj4JpIrFpnCngPfzgLZz40vWB75d8+q5kJkY/acyAA012WtqqTHB9YhSFlUd9ziHFA/uzMuldCMFy7Y0aiEbuzbQWv10IYBsevsm/jcePmHDFC0QyXQMzUBEaGU6gILHIJPJxzS+DRJDuq2Xav00eRFoXeCXK6QHI9+710J8lyVwSeTzeodhJksQM6qNSxkCektgjLbmlblfmAJHqJa6qzDh6xsxZJm6KpKJfeYFmi92R1aMlaAg8T7kJJfCxgWT+IbcK/Qy9C0wwkszqeiNxnPydC79KqAd26j3dn21y7ooPWvuucLMfBU/i3erz1MrwZHecbRifaX2rtlA1jLQCA47NfFTxnIbKajqtCb2D4hvfNByyBtySgoTaeQX+WO/lw/WbJhpwdO1E1UDck6zkM3B5+Bm9HxmJAxMDo9KqcHbLxS51+TThKZWHT0Mx8J0LQUIvIFyFv5BVz2Yv7sKNhjG1ZDdFQAJGQe/x2CeHWlIwXEQYhEF2ZcIJFrBxpJwRW4OSAGVIjFlwKC4NJ15ehKUDLZmR0jjR3BB4FIXsc/cH9U/GD+/3Dxp0T+YSN+BAKiGpWwsEjJWG3QkmG8iYgnt9NKvdNIumqt7/KJ9QxLYPvpCdjVewiM4wzrSKGLGq3WSG9YwfgN2uvAoAOObQK5eBRVNXuq9oyKjSrWo0cppBVddPBEzHnp4O1XBcmAHsDCHDKo4vxSf4O5lY1uzb5xP24vCaO0++bipdn5oaie/e64qkMwpZIGEHHBB75GjeKuJbTimbPT8PwVNHyEfwMDhynL8R+2OSaFwixPN/6UTi+vA6eFKIIZVvs4zIiWbsmQrQYfvfcXPzowWmYW9WEL1c7m5MtiZRLFBD9WX8kMBzOglqMP3aetzxJhrOaDk0Vm6EczUlPrhzp84ZEee4833HGR+AJWTl4vOOqfP14xztVnltYn3Whp7KkH3LuEOFIEC5ZXiAHzyUvzMMjUxyBJwCOskgQ8YyGP744D7d8uBzbEtmc+1xPbMP/Qk+gBBn8JPUm1sV+Cz3V6h5jZYeOJ88o4KksmNHw2pxNWFptXifnPz0Hf355gcsNLHLwaJo7B0+hze6GtiyGwjynCKlqSanAuEHAa+cBMMXgPTVToBnB66UQrfyih8E5IlARCEexmQ9HSdJyhAVN0Xo/bETGmoco0x9EVew3+EPwI/O8hpgH65hRrSFtbQr2420oiQQRDTsV60KGc71nk4XFf3meVmySZbHR1p7Ao6sa7g8/jBHJlc5jUn+RrzJ2PK12S57Jk4J5cvzJguv7fy54Di2Pw1HVDWhWFTE92weqaO3I6AZHNTezhu/JTMuiyDafjzA8F0i2cMx2dWMr7ok8jl8vc//gTLKmApbAYxjA12+6bgTRlvwOHudiLpMsw2JHmXEDY679qGAyYFvgCQedpHd6Eq9GbsM/5n8Xr0fGoTbuXGzxjCaFaBXOwROQQrTykbEcPEHNnKTGPY7MfAKPHaIVCbqso2vr2+yBzODuihOPh+93DXIi8Z6rTP30+4AXfuJ+Myve+YfKRPshJWB2oDzPbpU9IPh89PIId0JARKJuqZPKu6u8/ANg3WSnWa6Sn0UIPJ5r27vwkJm3oQkvR+7AO9GxtoOnn2SSkfPGxMIBHLxbf5cFMmJNgHUEXPeUEDMYuGsn24+0dH0L9f17B4/AhSfuhda0itPGvmY/L8KdvIj+3hWiZXXG3hw8rVWmUyAIo1Plk0NGrhvF+Vu3XSMAwJQk/t54M8ZH/od4syMAqzpHGO4ky+KalasjAHBV5fE6hjKZIvIyGU5ywfMyr7Z/fB5eW6XgXMuVIdpx156OS0MWtkpY1r2IlxafGVVHEHre8u/tVdcTIkdMaQLg3IPCJTGQJdGScfe9cg4ewyXwuPv6NyI34w+hT6BnW5FQNCS4lITUEAKPjubQMADAbqzRd8cojahPiJbzWymakTMREZMk34pvIm7eEjjskaKILMtTVtX75jjY2JjC30Lv4f7IowCAgNU39QvpWF3XZjt4NKmkqcvBk2nNWXFtbHDf61EoOMKqJjKUxfE8vxFnzjrXVdo3reioS8mLVvPfrhAtzVxMi+9ILyA22M2Try+fvnZpdSumrm7Awk3N4Jx32sHTltFsl56MajvVDFvgyamsVgzWIi/GzXvo4MAmvBAxdxiF4MUNA0zKnfKN9U8C9x+Guq1bkJIS6aoIuQR6X5KN9j/la1gpIKqJEC0xphmqJPBY7T6CrQPuPSjvOeTpS7MkchsLXwbGDgBSTXkF6oCexsmKGQYaaV6DpqSCxdFLcPfaM+1j9m6ZhTA0bG5oAWCG9cQLhKMAQMjIH1apeKpo2WE1kstEEaKIldh0qFa4QpVwDgLOfKpKqlj41fpGd4J360tbU2/OETbW5y7Ovd1sMpV2BB6eJzTG535RNANhKY1AMfmkUoouJVmWQrSWvg2MGww0rXcdb3Dgf+mx+G/dH139oG4LHZ52KSlgxYfOceK7sTZls4ggpDh90sWLfg0AaLEERDlE65ePz8KFws0IoDmRBJc21ER/PT16JebE/mI/LhyktujM/AWe1rQKzfocAcbR4hF4FMl9FYJmhSDlcZ4qOsrgEXiYOaZ65+ryvMwrXitS4nThVhIJjQuFVMoCrvidRKqGAGPt5tsSBMAxamCJa26/tSUD7xB4Ss3T+L/Ql/hFcCp+kPnU+jBNHoFHErh5bpgjl9xYX21owrXvLMFZD023rmvzOpiy0gpr0w1ErbFGVVXXPK9Q8ZIl1a12iJaYB7aK+dyqj20HXqklzAe5Zs8fGAPufncmXp+xIue83DAQgQYWiqKFlyOiJxGAAT1krk8uD72PzDpzI5XXLAIAHMBMEUgIPJEgUJ0w7Ot0gCXwyBXrAtL1nkm2V1yo/RAtVTewRUrcLNJAaO2USR+m1+InwZm4qHqs8x1IY2fGK1TaobJal0K02q28led+9FLbnERjq79ApuqGPVdVi6yM7GWXE3jaFG5XO5HRDW4nuxK2VDNWNf8PmSvwFFYy1YxpZSvVmlyPC9HBVoJZEFjyBvDOH7DH5g/s40Rb7MHm6zeAT53yfvLitL/0HkLgEe9Tl8z/mZwYZenzSRfrNwMrXdbftoxqWklRTA6eIhw83FyYh7mTlFcmXxlrw+A4qe5F3Lb2p9BEBa6mFL5371Q7t4M3B88hgY2u9opkc64SgOkmJ9O+wNp52MJG2g+tHnGG2X7PgmIAEuiPhOPg8Vlo9QtLA6oQCaXvPG8/NO0e8JkP23+G5GSnReTh8QpHhSyLjRsW2f8OWAPSAMkkIxKIHzYkiOn/Og39YyEkpME4apX49IZotRdjWx/POAk5pd9KdM6xcBDD1Wrsy6ptYdbvswn8BJ6AHaLlzuuT2bjQelzHSf+bgulr3M47bzJkL2InHchN4p7VDFcIBVNTGKZWAwASCWeiqeoGwlaIlpz48TC2HqNb3KFjmnTtee8TrYjrQQ4Z+53iCDwbG5MY+8GyTrl6spoBxoDvVd1jPybf/yVQbDHCbKjz731SS7Au9luMji/wPXd7Je3FxDagZYD5z6MtbQk+1oQsBgXNloMnYgs80mJBWqgmFR3IJuwJaX9mnlvXOZJZDWlEoHBzwi52kbMaR0vQXLCZAk/uQieDaK4oLP1Wv3l6Ng67yaw2Nqr6E2Du0/ZzaZ9QVLE7aler8FRozEdK0XDx+Ll4WyRABswQgpbNWFfvCWu2+vGyoJkXYIDl4NHhLFg0r7uK666FwPq6Fqtd5v1/T/hxvBf9j/38voZpwReTYMDMv6AawE++MQpD0WpXMZR3Sg3dzHciHCtaEROj9hw8Zz00HRc8Owc/fXQmHq1cZ9+HHXXwJLKar/AsFgJJRYchdiw7UIqYi1/XmjT7Lcbl6iUBSeDZs8nMmzBnfa0rREtj4cIJRg0DuGsf53jpXtEKVNEq4Wn8ODDD7p+5VP41yosrDiBPMVrknByTxpn/TzXmzeES0DIIW8J7FlG0pFREmZZTanxK9Cq8UPczAMCxt07EqXdVFmyTvKOd015NsxcW+R08Vg6ekoEAgCF6YYFna9IReIIwMGPtNqzc6oz/8YwKzeD4ZbASVbHzoFs58ITrc5A0dtvhcp6LP57O2P2ia64r91eeTU3D4NAMjoi0Can7hap4SCm6J8my1Zb5z5v/b3KH5Ii8MgDsioSAlMDX+/O/fj7w+m9wSmAxqmLnoX/T19aLzf4lCMPl4BmW3Yjd0GiLHoXKpLckUrarBTAFrmRWs9cRot8T57CrzEkOngAM/D30FiZHrsLAZ79jJz9n4GjxiO5yjqsQM53M+RaUiaxmJ1cWRCyHrtcB6yoI4K3QKTl45A2axZtbsPd1H+d18xiK8zsJ4UuMUScvvsbM6+TDsWwlzgg4rlMGjtGDSqDq3E4VUd2Ssl1sgrRVETUK1d6sSetwO5ykvlWMvXJ0gxDrGOASHZJZDfsNNx12ooiHohu2U1hVi6+iBQADRPij9X3K1a7asmYYXYm1Jgxy1Z6bBhjD1YvPwPcnn5VzTkM312MsFLGjISJQXaHn2WYzHEiEx4rQSBGiXxri0AxHZBmINpSEg66KdXKBmWyqDWcFZmFfVu37OeXvQTi2vdVK7/l8Nb5z5xTUWiGKIWsM0zjDvV+sxrwq95pZELTaoTJn7JKv46wnH5wQNRNZreA93R6FjAxmIzz3Yx6H3bb7voVzWl/M+x6i6II8FwXnwOc3Alu/bredu4zAI3LwpLIK3py3Gctr4vjktUfBl70HwLwovIJNCIWTjQpBxqYdgYfZlYTcyr0YCkutjljjQcCKuStJO7F5mmbge4H5zu7e2knAMsfqLy+c+7kEHneIVqF1kVi0JrOOM8db5UXOZRFPa06IFnIHDQHn3L6pA+D4JPIv/DE4wXWMphu2gyesZ8A5z1mY5HPw7M5r8N3qx1CmtyCsmDut6y2LtbBXmgKPGzlc6PjMDFwXehl1lkNpfUMCny3aYFYhk2cMlsAjx3lnSk2xJyuVtDQMjsWxS/F17FInX4rP5XRV6kFE05Yl25owyR1gXscVN1x20r9zKc+GZ0FvGDynkxSX9rf2M51rfpZFRTNdLbKYIAZOWRAQSS6/t1cIQ8ujKIkEkZSSA4ocBZonREt8IX6ursZEFsffPgnvrLGET+leFDs50VAAf1n6f5gUvQZ7WsmFt/H+/vft12/i9JY37O/D+SLMzxFiuks0YLVmeEPQapuco2jC4hocd9tEzN/YZC6Ep9+XM6uM6s7uVVYzzBKI718OqBlkVcMeWAFT4BHhPPGEM6lQdTOUK+QJ0fow+m/8p9Gd/FmVJpkZ1b2gFrtSr3y1KSchqU2eQeivry7E+JlVWF1EeXvvbp6iGa7JPuBeLNwdfhz7Min+WLpuj1bM6g57xBf6vld7g6xw8Oyprgcm/A3fTk5CJBSwJ2RRqGjJGjiCrbP7XtnBo0jfp5pNAfcdAix50/UZdU1FW0ZDCAYUa0IlrifNMOx7bHQeB08KsdxwHOk7mFtlTZzVDA5Y8zjw0T+cNqm5i8qgNUmzd8os/EJDXe1QdHDusebfezBw/2FY5y0FajghWgDsEC0DzP5uchKrGm4nViLl7p9OCCx3/S1aKy9OxIL25AOGYV7sT7i68d8A3LkOuGZWLLIdPMWEaOkcMWTxYvh29G9bA9QsNENzkbvofW7GBidEq8M5eFSURXN37cWYmVF1Kcly8buL3BKFDDvE0v2Zv3fwCIwutdrKdQSksvZi11blAZSV93NeFIwUtrB7xhe5Wo5W4Dv/Wf3DeDDyCPrXW6KtlFsglkfgaU4qrrwXrq5bHpal8KV8ofVBPYOwtXhoVPJPf3dn21z9VHuVH4NGfnFK01TEtDj2YHXmxoQuFjluB080FLRdHcPaEXiq41mo0iLiN09/ZTt4BpSEEU9r0A0DN4dMgUTkyRAhbQMl9+0+138MINfBc9rGB7GvlRtCuBTMkznX/f/d95Fr40XRDVwefBff3XCXdHj713LKE6JlC3RJa1MlNtB1/HDdCWHLuhw84jr3fJh1kwAAZ1qlqUfXfA4AMGyBR0dYbUUmOgQ47UYAwImBZVL78t/r8baUy/WhGQbqpc0f0e+J/sIWQK3fel9WjRtDL+KK0DvYJ1CLSPMa2z0RgIFWj4NHFniCVm6+6kZ/93Mio6Gc5YZoaUbuZqxWICRZdvDIAs9jlWYY1ZJqfxcHl+5vR+CRzl3jP7a/FR2HxyIP2H8zy8EDwK7ytqU5Dd1zbSV1cw4VlUQNWwALWqqm1Hf5CTxinRZg7up6KdXJgyj6bFU1EGOOwCNfi8VWWRT9TIskOGxpsiqfBc3nTAePKYKeBnNeNEjfBi8i3QALRV0CT9BQkOi/v/l9WNePEN+Eg9qeOwQ5VEngiTEV/QKKK99VUBK0lXQCD0cewqToNb6fzy3wCHHb/d0ssATCtdZmksj5pXOGByetwS8en+V7bpGKQpFSWsju11DSHeorh3PX5psHF0Gh8DuzEe7rsmZbs++YdFigKve1Yg6lO+vfqSvrcP27S/DOgi34aOosYOaDwDv5c74KdhmBR+Tg6V8SgWZw/PGht3DGyuvA3rwQgFnVwTWIweoI84QHAE6OB5t2QrSCunlBGZ4kymJxK3ayVYSAmOkmCmlOB3lQyxQ8HbkHB1dZC3ldcQ22cmc6QHfs0yJ5VjECj3DwJLKa05F7LlbZrhzPqK4QrSmrGnKrMRk6dMuJAJi204MDm3Fd+FVg0i32YYpu2J1SlGesQca9MMk3qb4cr9v/DnIVKUVHo/VZhlihV+Z9w6EHY1g+7EzEealrkTgu81/8MfSRPal/b2E1mJYxfx95EWaFaJWJXaShByJgPZaVd3Kkczs5eHI5NvsVfttshj8gY11Dsngku0vlQYNzexcbAL4fnC8d6J5wjp9ZhV88PguVqySXi/U5v3fwiJyQKsGPHpyGg278FCWqIw6VG9ZCX+pIa+Pm+5VHzN+rJBxEWhJ4ynRLZPOEaPECMbZVVqjcskYrF5T0OiEyykm392HmddfM+/m7Td75A4ZaE2dD+n4DdnJhzSUgljSaEzxx3yza3GI/N2PlFvw++BHW1bUC71wKTBwL1C1DedtaYNYjAICoZNvnShKYcgew8EVgxQc5IVoBNWk69wDEpZLmqs4RgYYg47Z4mG/ioHsEHpcAomtoSSl49L1JuPhp/2oH3kSNoi8Q10UxDh6vsJbVDAwMuS3psoPn0MBGPBx50P77gc+W2NX1QlYivwyc7WbOOb7B1uKm0PPItuOgKPdY00v1OM4+fDd7QhZjCgartfggeiPGhcebTbR+k+dmbMAJt33ufK5M0tztbdmEbLOzU6XruiWG6/Ykw04QaHA7dGU31ui7YE4jkiOgy/e0wFj9Wc5jXE3nCGpRyzXmhGhZTol2fjq/cqOCeo9TTVjsxfgnQrSiUJG1FgJZ7649d1csTGfd5/RurthjIpMEHuvaEg7WI5TFwLR7XAkWDd0M0RITScNyta2uy58oOKNxnBhYjpOCS3Hc6nuBJyuAl0z3xrqGBAaiDSNhjqfbEgoyioYBSLjGovcXVaO+neT8Wc1ALBTM+THEd59VHUt23lLEm+figFWPuM4h/iWutbAnIe7TFx6L7+xphl8xrttV3gCnb9M5A4uUOecM5lbRak2p2CjCgDwCj2whVwskiB6kWuOPtRnGpR3+UuYvklz+6gL8+eUFdoLM9iosQVeciqPeTTsjY1dYa8q2H7ZYLIUcPIau4XnlKkyL/t2cOxm5C107B48lxAw03JsxbRnV5RhriKddLrnXI+OgtdXi7NAcjOgfNR08Ore/UyHACQdPSdA5V1XsPKi6Ad0AfhZwci19q/VDjGbmdR+RSi+73MXxba77QNENXB1+E4fXvCl9/mJDtKzfjOmOcJeyFrGeBeEIWeCRxGQ7B48805JCCcX3oYtQSKuvDUNHWIlDiQwGvnMVEqwcxwZWt9tuAGhLJe2KmIA5ZtdJaQwymjvVgwhhVDnDollfYFL0Gvwu5O7fRWhpANztUgOgukK0dFS3pPHhInc1PoGfg8dc1xg5i1Rxz5SEfJIsS/d0hDn/nrHW/H1iIf9wM66a92x/JDB6/PFA9YK8lSoLEYCB0ZbAI8aRLc3pnGsraYSsNqoIWveXpmTNa1b0b9LcmNuFX6TvQmyIM7jmxGlFs1244vfMSv2XqqkuN1khB4+c6y8MHScHFiPV6lynwjkkHDxhriGRVXFqYCEeZHchH8wSmgPhmL3hFIOKgJ5BeuihZput3DrCPSlyaQascSMWNF14QRho5P0BmJEIsbAk8EgOHiVdeN0rh2jZpgiPg2e3Aeb4JNJ/hOwQrfx9NOccAavftTfX4DYkBNPuflSeE4uE5vJvUSzZ9oogeNbM59z3BZ6atj7PwR6ssVXTDXtjrjmZxitfbcJVbyzGm59NMY8rH47Fm1tcLjMvu4zAI4gFGYIBhu9bsf2ZqOle0A3H1i0IQy8YaxfzCELtOXgCmhB4rM7QMIBko32Bxaz3VxG0k+2FNOfH66+Yk6OSjDW46Qq4oeO9hdXIajpCaUfRHaA7F7YcggK4q4bIbEtkMX+jqaQmZYHHczPK1ravt7RKk0TzvI9MWes+8bjBwEdX+YdmTbvbnqxmVUfgCRlZJLJajiBiK+Txra5J7sHMyRYfho62jIZGq4KBqLZicKsUJ2NAIIwwNN8FjajEMHpQifMby6q/5eApRwo6CwGXz0EwaP6mwx/cG7BcYXJn4iTO9e+w7AmAcPDIyWalgTgpD7zcyJ9rxzMBF7t7cuJIOYypXzSERDZ3USEU9YDUnqGGdZ1Jj9VZnWW/sCPwyBPYcr0FAKDzgOueKjRVr7c6+/6WaKTrbmERMPP9CC4MmgvyAAyXMLu8Ju7OqwSvg8f8bUqgOJPVbBsGpMxrStwHK6UF4sl1L+DG8Ms4YOsE5zfItuHY+f8APjPDJmOSg+eF2p/Y+RXQtCEnRCugpezk6smU28EjFr9iYpdX4JEWWVnNcE0wuK6AZxOYHr0Sl7U96PfyHFvpsbdOxMx126QEodbz9SuB5irfU3gnNVlNx9CQdS0eZi6aT9nPXSFud+b0W8lk0ixl2bQehxtm4jw5dCSt6jg1uBC/C31mV6PJRzlzP9+WzqIk4FxDMSgYbFVM7GftcgasxPo3T1ju6q8UEf6mpRF78FD7cV1XkcxaIXRWO5lkhxYW8hJk/XPw8EjOZECEU8iodVYSwaEH2I9F4Y75h6EjauUxEQKHEBHbWxNnVB37sBroqs+ulkf4E/e1sFGLUIQA41Ay5jWfM7nlumtBIQQeMYGRxU7AER7k8D1xT4flksWTxrmSi3PdTLIsSgKLCfz37/NPFLy2PoGnlijoL0q9i8VHzUJAzWBZTStmRP+G2bG/2q85su4dLI5dinCLOWGraUnjitcW4e+vL8o5v4yiWXlWPL+3+K6ymm5bsvO6Hp4/G6O2fg5YYVZ+TsSc0HEAzJqbMEO3d6hlXo+Mw34tjvAbCbCcHDy/eWY2Trmr0nxPz3ViSEkgNR9nmdMQK6eAWJhJ4WIl8B/LQk1rcUPoJaSywsmZe4xrc05X7blIqeecIT2NGEQC3fYF64Il25UUsNJ0v4Ty5aiB6SLbDWYf15bR7PkYOAeqFwCtWywHT8B2NAU9c67Dx36Oirun2H8zLeMaR78ZWIlfLf8bHgrdj2FRHfGM6hLkRciPcCIZnmugLa1C58C9kcfzf16LrNQ/DWZtLheVXyXHnBxjPsg5eMLQYeiG+f0kc+caADDScNxarvww4jj5d5METVv4tVz0wnkTgo6QloAeLAECAWxlwzGCmXPh7wXmYxha8ra9LZECyzgOFk3nLlE8o+poTDvtWbXVPNfUldX4xme/8D2ncKYEwHMcPLocogUdzSnFVfDC1baMijLPOCiqaMnlwNFajbJaMyQqEmQ5GzVyItgQdJwYWIYSZNBmjWn/fPtrXPdObshIWbYON4WeR0Xga0QSW4Bp97jGx2JhgC3wiHn9luZUTq6yhOaEaAlniqqppmBuralcAo/V34sNhfUNCWxuEQt/91w9mdXt0DXRv2hyv6epLgd4IQePbA44OzgLL0TuxMEbxtuPiZQHYjMqzDS0pFSMYbUohOhbApKDp4xlwLiBYIlpGlCy1vWkOg4ezrntXo4GzWs4DA31VtqSX0z9Af6Sftz+fLJjUUm2FGyT7LAV9x/zbGqN6B+zPrcIW7NE0AKbipoUdSMLPK6E2Woany+rhaIZWFrditZE2h4rhDsr371TiEKbGNYbu/6MMsV2KbWLNQaoumFfl/JcVDje0/33wTmPzMBlL83PPYfFLifwMAYM7xe1F23JgGlL1g2eI9gIK2M+Yh0M0RIOHl0IPFNuA+7aB9Gs+cOXSnHyYukblOzUwhovFoJrtzahJZnBla8vwsOT1yKUchZKgySBR8RWilw5nmrB9g7Im/O2IKsZOH7MYMQzqp3d3XsDyAJPa1qVqoCZ/z9x3yE5bQ4tHJ9bVt5zTFZzwhxiPG0JPO5ONqPpQOM6MwnjLCf/TACGneg4AhVtGRVbLdEhaokAZpl0DoCBB0J5BR7xnUdCAVt0kweFhpTZ3n5IQguY7oJgSHJlTbkdgHuRs6LWFG7yhUoohnUrimtI2uVISoOGywXADZc12IXn8aiVQFleEMoCT3ks5OQIWfIW8MI5rtfLg/JgbnVUUicmlHfh4IlFgq5OqZ/l4NEQ9Dh4rPPbf3Ng3nNAzSJ7kOtnnVNemNg5eKSdo1KWxWpjNGJMcbkFrnpjEe7+3F0JTTh4dIPb4lUMipMrxxIwsjzkW30urJrCVwlPAxHzupMnkjB0201hI0pWNm/IcfAE1aR9X7e2JfDEl+ugGxyqqiJo3bfCmp3PVSgLPBnVk5xYV+x8Aydw/9hd5lNqdfHmVrt/sJ17j34TeODI3BNk4sD88RB9V1oxE0MPDlrfQ6nZL/zllDG+7w9IE58Hj8LhzLR/Z7kzeLdlNDsvhJHy2MJbNpn/WXgFniAM534GUBpQc0IDAzDsRZDcXynCceJZ2OqahoTl4BETKpGjgoNBt747Bu4WZy2SPJrj4NGUXJFFTYuxxek/onDv6svhLmKnWnyG9qYwajKOydGr8aO1t+Y8F/RU5BOTMzGZlJN4Kimzn1O8TktDh2oYeDR8P84PfoFsOw4egbz7LARorytDk3a0DU1z9bvtLSY+XWq6/myRSr4HbhuBtoyGMo+zZP+4aRcvaTUFHuEMEvkD8qHoBg7TlgEJd4UkISpnNcfBk29RLDYfxK2tSJNA6BoM3bDvD/ebm/0V5zp4OxVMACAadJJ7lyCDEmSwtNr8bdc1JHxCtCQhrtDk1xJ47ATBSu7i28vtmVtxSehjGM0b8OXqBugc+EFgLoZGnc8xBNIusqEhorbhUFaVc85MOmXP87QiQoe8yfFdfHIN8Nq5QM2igiFachWpRDprj5tHK/OAp04F//gaq0y6JPD4/IZ1ccm5oWdz8o8Mz2wAAAyMMcTT7vQC4rOKTRPDI8LFE205IVr5aEs67eiPlEtk9AubFYvwX153Dx7/ZE7O84A5VoiNziB09Jt1J3DzQHtzUddVPDBxjR3qPsRw3A4xtcX+t52DRzr3gg3O/SauB5EvTAhdIZjCm2FVSG3AQAxjLYhAxdORe/BC5I483wZwaNV47D/lj057WteBS+NQVjVQl3IL8QBQ15R/vSDCHBkMxD0OHjmvWAgGmlMqQtDQxktyztOaVnOcrKJKJpPnK4+eiKMn/cY8J8sNcZSrEY5i2/Bq5DY8EH7EdcyrczbnvP8vG5/A70Kf4VdBS5wMRlx57oolAI4R5WGEoCGRaMO+rBqJrJaT3ymhmb9rFKoTsaAq5j0XtQQeaTzjIo+VdZ1d+84Su38Q6yVBStHtObKuC4HH+W41VUNWMzdK5kUvQ9QTHiQjrzUPCZjzQpHDDzAFnrJIEEHLxRyBhpa0ij1YAwoh0nEEI1F73iQ2LyJlAwEAmYw51jHVETjk+7Yk6ITvreOj7cd/mJpgO5TkEC0t4XbJAACqZtjlweWwtRK7ipb7GhBCutiIDVpuoqye38GjSvmPXCFa0nxqw9ZtuPTF+bjxvaU466HpuKx+HFbFLgIAbLUEnmKqS+e8t+Lf3yey5vzD8IyBMSgoj4YRUhPA25c4xXT8sMZqReO+As9+Vq6jJY1iLM3fce8yAo/IwZNIJBBgzP7ixE6S4SfwMK3gl+elsbEBh9/0GbBlPjDhypxtUzFRtkO0lr8HAIhaVV6EwBMwHBuv7OARtm0hEG1tits//PDqL7DXxrfsQ0us8KGJy+ugq267fkp1t6vemjisrmvD6IElOHlIHP9TbrcHBm+JzJSi2wmJAecGGRD2CQeQdujyJlfmYoKr251S2MiidPb9eDx8n+vQjKqbOU8AYNUn0rl1qMGY1V4N8YxmW7rFhN9JssyAQAghZtjx0LLQE9US9uvsCaI0oW2zErP2Q9qeEASDctgdd70vACzZ0io9k4sinrBCtOSkaCmf6lEAoHPDzA/kh+fxqCWEuAUe5/nyaMgRj97+PbC+0pX81au4mydwd2LBAEOp9TWYVdic1wzgUoiWj4Pnz6EP8EL4DrN9H14JPHkKNltqvl2QQxqYhdgQDbu7sG18AGJQXJPbxqSSUwWJGxxVrTpOvbvSXlzGmII3528xQ5Osey2LiJmAERpKpMWmVV0T4YDh7AxJdl2oacQMT5ndtRPN/zdtQFZ1l0kPaCnTuQcgnkjijk9W4pOlW12LVyHwuCbRmgLD4Bg3YTm2bHMWORnV7eCBrtoCkAZ3iKiNz6LS4Ny+ZvxC+BTNwD2frzK/37f/gLLP/4FDWRUAoDGZNQWegBB4TLekN8GeTIwpLjce4ISYmm1QHdHCGxJ7/+Hmfxbe6iEBcJRIfVkpyxVHA1y3+wK3g8c6No/AE4IBzRJ4ZFFB7JwHYfg6eLI8nLMgth08bbW4I/QUolCgZURYpNPmKFPx3MwqPDl1ndVIJ1eOmEgJkb49B49iJVzcOz4357mQR+CB+Hy6EMKc70mzCgnkVBDh5qTxR8E5uDX8nCtXGQCEmf81IecSEuOUN/edXELUTLLsDk0sREnEvBdEmFnAI3IKO7uMalX2EIswId77VciS0VQV19T9C5j9mOtxkSxbDjVhedot+k4R/ip/VmboUFQlZ2ECw7DHA8aNnAomfuypb8Y+yQVQdQMrYhdjRexiOzRu/sbmnPFFDg8ttLspputCfGbS/CbK/F8nNo7emrcZf372S6ytrsUTkfvwWNAJVXDlnNJV/GHL9fgoen1O/pESlnWc0qqeV1gUFCo8gGarn8q0INxOkmWBlmlDwBpbBlpjIjc0MG7gHzOPtx28QakP4ZwjAAO3h562HwvxTE6eKzEPGxgxF/ZuB4+KrS0p2z1ieDaAEm3xopPot0n5s8pZ2hN+5OPg4QY453gzOg6/mP1z33PKDp4QdAyc94Dr+dU1Tbhv4mr8820zL56cZ2oAj9v3he3okDq8f72xwP63HaLF3A6eMNMRMBQYljt7Gx+AYazVXkAWWlgf2vSF6+/vTjoT50z5gf13WnVX/xO59woVGxHXTAAccU++Ms1TRUs4SGWnq6A1reaEaAUZh6ZprlBNZM1r8Wi2Gs/jRoQNbwimc60JAfmogMep74NYO4g8bQhFOxWixWDgiMkXYG3sAtyo3IdJ0WsQ1LMuBw/n3O57olDtcUlT1bwhWoZPZd+oqFyVI/BoSCkaolBsp5gqCTyq5eD5XfBTDGVxNC94F58ulRw30rznn6ftlfMZ5ftvc3MKvyz/GqzVLHoQgZkUuD2BR7jRg+GYveEkNi+i5aZzWrHGtIAlHgWhIyVdY9EAR8paFy03nHbqCPg6eDS/EK0FzwOVpiiqaDr+HHwPpwfm2f20dw4o+g2RNzVs5+DJ/1EVTRJ4pE1ALol+wlTxsbWR84PgPPu5ra0ZDCgJ5zceFEDxzF8Eh930GX77zFfIegSgEijoFwthj83vmgWU5jxZ4OSOg0eMfQcOc8RbUUwmZc0Bdh+UK+wKdhmBR+TgKS8vRyDgTBqEAqwZ3LbuCiLQoBZZxg8AgmrCtCw+8z1g/nMucQNwckrYlaFEJQlr2iMmrgHuL/CIm0K3JpgR5iSm++3GG7DPlnddx3709Vb84YV5dic7mjXi5tBzdp4EgXC6bGxMYs/BpTij5kGcFliAioA5mHpzDZUhjW/Fquy/xXcZYhyDSsPuCba0IArnmcDJDh4RGx0xMtht/l05nWxGNRzHhHUjcM4RhA4tYAo8YWimg8farRKdBxdJlhmzEyWL3RA5qVzEqkal6NI1IQ0KqrVADjMdesAcVF0CD88VeNY2JJDMannjPRWdme9hLaZkhVzepZcX2Rvq29DY2uZUXpHxWLAdB49kXxSTIG6gLBrKWcA3xZ0FY4Br0AvEwzIYGFQaBmNOiJa88BvDTdXZWyZdtsCfHFzicigJB09W4+ZvJ32meEqEaLljv1tRhhgUT74eNWcRbRgGXl2pYFNTynbSRKFg37a5GPfWLOeaRBhBZuCZ8N1YEbvYfr0QeLjBgbB5Pa6plhJjahnELAfPptiBSKDUXhTxtq1WiJY0EGlpqCL/lNUPZFXDlVBRhGi5XFtKAitq43h2xgZ8sNDZNcyouo/AY9lePUne0boFGH8WQplGeNENR+CJ+1QdeHP+Zjw0eS0enLgGWGPmERjEzOumKakgqxoYFLD6gLIh9neTj4FI4nmrtLMg4CpB6yzKjIyU/Lcld/fQK9gHYODYZqdUbonXgQl3eJ/8+9i/gzd5ua4imTEX1SoL2+cAzEmjsNoHmb/Aw8BzktLaYVIfX4NzQ1NwUmAJkm2WA1ASIKJQ8eCkNbj945Xm9S71tSXIYAzbil8GvzTbmfPObsSYUKa3AItfdz0Xkif7hmFP0G1nqHR23XIaKd4ky9ydzy5rh2gVRl6c2PH5ngmZK1RPU10LIOYRLb2OTZFnSixAgp6Fup5xJq+i71YMa+fM+t1E9aKCSYkBBLWkuTAVYSeAK/QoqzoTOp7HeSQWImKX0nWPcw2Kj/sLWsYRBrme4xjzY4yyBnfEr8d/3l/qtN/q2/Wl7wKPfct1vC5954WSLIuxSmysMc8cyR/zNSO2TsGy2O+xR9LMjXac8TXEFeQKxTJU7JUxSwgPZy2uM5VAsS36mqHbydXzkUwr2J3VYwh8dlxFFSRDR7BQiJbk4DEyCTvXhf1YMGaXKrZPLRdZUHXszbbivNBk+7GIkclx8AgGxswNEPk30XUNTS9ciEUwy39zT5W2ZCJuu8PaoynhCAPlSLmcwH6OaK5rUK0Q16Es7qs2pxXNFj684ZoAsLbW/P6/2mBuhsohbENZKzJijmfkCtryBqXXwcNtB4+OgKGCW314PR+IoWh1krUXWCq1Vwk0o2ioS+joFw1geL+oLd6E8s2H4TiuAuCIpz19kiSmBmEgpegIQYeKIO4ZdY/r2Na0ijKW2ycYuoqgz713U/gFHIa12F9z5x+SRVshTHmFo0LY92cwUnCDJx8MQNlW0zl5HDPv7aiRcrk16uJZO3dLlKm201NVFVPo9xN4NHeIVktKsX9zUY1QRAQnsqbAsyp2ES6pM52ucpWwdEZBVtPt+U+DXu4Kn5HTHJynvp37IaW5hb5tPcambrMF3zA0tKZU7CFVinWRtVIpWH2NKfCYaxOxeREuNcOtVGuMCFopQ4IwkEo79/T/tT6DszRzM1JBCKrlLKqO7ms73OVxUs96ijAA5vrV+jxGpg3/DL+BpyL32uH43mtAzDFX1ppirUiy7Fd8RSBXMMu6HDzO9xxR23Bv+FGUi7QmFkHoqI1nUB4NuTaii0W+B8UaRuQn+mpDU47AE4OC/rGQI24yzxzc9cFkgcc8fveBTh5KsT4Qc5tCLtNdRuCRMScqYnFrCT2c51QeCUEvelcjg4jleOGO/cwziApV3EmybIU2eSZzQUOxF5hBPYmWlILHv1xnW33F4BSG5rsLYCCAINfw9NQ1AOCybF8Y+gJD0lWu40VVnY2NKew1pBQIm4pgP6H8WjeRXjoUKg/iD8GP8WjqGpxuJfV1EpRxhILuMthy2EB7Dh5Fcya4IpeEF/MmYq5z6wY3d9CFg4dpaMtoOKPtbfw0MM2+AQzD6jBYwE6UbFiTIFlEickOHnFNSJ2vJi2QuSXwhEK5rgjZacG5GfMZ4v6TX9VgMCQlPCQp5HI5ZHmRyMARgWoLTi48C1HbICS5gWwbrmGW7/Xm4KlvbnHei2tIS8luvYShoyzqtCMWDrh+78HMXAR5kyx7J0cfLHIqKokk2V/V6jjutkmoa3Im2cmMec0OqXNn149zU+ARO06KZiCrGYhq7l0GxnV7d0AIBoNZAi9F7sAfam+xBdYswgjCwClBM6zJsH5TRVhHDd0WHJ+vdBZDpoPHvH+e2fchrGJ7209pSsbMmWUNLBoPIKil7IFU3G+BAFxx8iK3hRAgzYYk7J11eWKcUjxJlg1H4NG83f7Uu4GqaRi+4T0AQGXsNLuanSaVU5WTq9sfU0yspWR2YjHUmFSgahqOMqzvxQrRgt+EwGIU24bhrAX6mAr7sYA0mciqutOfyQ4e4Y4qwBGB9Til+in77xjzCdHizvcWlFwldl4Rz6RY13WkMiLRn3n9C2EzCMPeYQxDQzKTuwgMQ88VH4WDx6rklEYEKzaa94Us+MkC1rKaVpfAU8qy+DhyPX4WnG6e028YUzO2VVg+L9691HWYsImbB6YcNx83EAu5+3Ut02ZVcPP09YbuWvwpeSzOXuQFuMi9EPH0oXLOIkNXoWecMYdxzSUiN3uqIYk+5qwDzHs4qroX8jzj3GtiQSPCaUUi1I1N5jVR05Kb9FomYoV1yvbsS0Ifo1+LGT6a1Q1bRGJ5kiyL61UsEuV7PAQd6VQegccShRnXfZ16+ZDDLsR7nV7zWM5xhiwmFHDwiNbaIVpaGhpvZxpqCUuHZxcBAA7hzuJT5EZxhWLpChRmzgVGwh0+UIIsSq0JsqbqOeErXuKJOKZHr8T82J982uVs1BVy8ATleyEbz8nPYOg6jgqscT0mi5iNCSVHYIjwjHueJTEgwhBPqwgmnUWNrqo4tMnMUTdqQCwnB086Gc8r/OlB9w5xU5vTB5aztLsscZ4cPIp0T2oPn4DsR9cB6Rb7sZSiI2xt5nlzYQLA1mbz3hFJouUQtiGII2XNi8TiTk6yLM9/vQKP40IUDh5L4DEGIMx0DLfy8PjOscTna1fgUfGnpjvwQehalEaCdn9fKPeHCKELwkAy7f6tRL8j2m2KYzo0HsRHbfuhkfezn4+nNZT7CDFcUxHUkjmPt3DTjTzaqHE9Lo9RYn6SLym6H7aTLhTtVFJb+X4QwkXIyLgcPCu2xu25nOzgUVXVvOd8cvDoItwYpstsU1MKB/YzP58QeAZbOTwbE4rtnjguZeZzUyVBPZnJIqMaGGTl9WuFKSjd/dkqKyGwdN/PdeYhApGjFQD2jbvntWFoaEllXfkKbeqWAXeMBuY9Z5cvD4adHDxiHYdIOTQEoFqO16DhOHgyafe85t8hs3S3jgDOVm6zGhjyTbLMfQUe3f6efQV/z/zAqSRpYE19wv4dC7lrVJ0jZl2DGcnBI4t+J+pz8bPgdNwWfsb12lJkwTnQLwL8OOhfoYsZGvDiz8yIHA+KNN6JPm+jlOdT8ZRnjzEFpdEQ7JUYC+SfK1hObFXntsEhGpDHeeFStNYiJPC4CTDmEiUAc7HrV0Wr2FJ3rShHiBmeiYb7wha2NjsHj/UDBTxCUFAO0dLNHDv//WQl6lvNDlkIDFGmWwqf+0JRWASnGbPw7razUYZ0brUvT9nv2tYMElkNjUkFew4pBcJmx9RPhGgJxTBgLnZFZZOn9jfjqe0da24gEgy4qprIC6L2cvBoBrd3ceQkejIZVXUs5iLRJDc7KSHwhKEhkVFxWeYZ3Bd5zBF4uBPTKBw8QomVQ3giuiPw2NeEvNCWbhvDV+DJdfAAphAVzLMzqyOATMLKbQOGsCTwyJWdZIEnADPfguIr8HhyD1jnkF9v77wZOsqjIWRUw3W9N7Y4C5EA97cAC8LQnHw4uoZzF5xrC4Duz8kKJi4f96FTLlkWgrYlslhc5UxY0+k0Tgwswz6fnOd6/T57jDY7ReveE+XUSzwCTxA6hKYX8oSH7KOtte8/hYfcoTpJ8zcSDh7D0O37ReyUmI3PoMRIwYBZnSbBHXGM6QoyqoEQ08FZACnEEJJCtMT92pbRXLuwwsET0aQBVUkiYC2A5NwkScWTi0RXbVu+yj27B9ZOdEDPQuFBNIaG2wOsvCD2C9EKWvFzIicRYO6oAkAqq+P4+Oc4J205C60Qrby5yljAqfoyaB/nPaTJhKo7ifVcQlFC7Gzln2y7Yq0j5blJ8gGMMrZi0IybAbgn4HYeDU+IVkbJYn6V+d5ikiHex9wgsCZEMJBWct8vyPScUt66cKRYQkApsnbCblkYkfv1ORuabFE3y8MoQ8Y1AfedSzxZAfx3T/Nj+SR2ttso5xdREq4QtJFl7hxVejaFtkzuxkMio7hyQokJEAfDnoNL8763nP+mKenky5DRZQePobpyVAQ9mzRNKdPd999PVqKhLYttCQV79Q9gZNTKJ6S4LfAs6/SBQgxQhAvF+t2Esy2l6HZ1Pz/EuOKNvxd9c1Y17EpCecOorMtbTJpVjdsLzCB0pNI+jhjJwRMw9KJCtAqRMnJD0WTBYF1dS97XiutQjDMBNY025P/9TSznkPVaeQwVydFdi01dQ1YIPNYCHX+YhHf6/xYxaWdfN/R2F6mtcWncsELDW1IKlla3OruwXC+YZFneIQ5rqZy8eYau4RtWvjGB7OBpTik5c7iQkZuDRzAgwmFwICvlKJPLSUeD7h1oAEgn2/ILPOFy199Nceca6we3wOO32Ahw9wIy1LgS0bmPAnfuZedMS6k6QgVWIxkpZ1da0c2y0cxsVz+WsvNCGnKZdM5d1VsBJ5TPFsykJMtBQ7UFnjoruezuVkjMoH6lmHD5d+zNFJn2BJ5sNotj9EXYW6/CgcGttjvH24+5zmltXjJwWxARm2Hypk+I6aY4Bh0qQljfkESYOb9BIpXxFcx0TXWnf/B8lr31KvOBD/4GTL3bla/Km7KhGIQ4rgUirmu7WHaXQpPE1RYxsq5k9Mu3xu0ogVJk7FBVRVXcSZal+YS4L0p5Ctu2rEZGNdAvaCU25lkwGNhmbSw0JLL4VsB0D24Mm/MTQxp7kpksspqOwQG34PHwlLWoac20mw8uIG2kHK8vdj0XZhoC6W3+/VWrVdXzwysdB080Zqe7GCJyIIZi0BA2N0Q4R8QSeELMQDqVK/YBprC5ku+JtjHfR5grtlPO1d8pPmMOd8KCNZ/NHG/Kh6xm2PfWki2t9kZ4EDqOYmswGPGccyiaYc/hMoazBuLyRpLlth3A3J+vFBmcH/wC78d/jVvDz/l+9tJUNbBuEvD2xTmbknL/+b17v8S1b3+NDdvMY0YPLHFC+i3s5NLcEXgy+cpZCwePHBYZcPpYsZErXFB+ec8Eu6TAE4FiCzxiwa/55OAJt1MmXaYVpmru2hHyLLJtB4+1kBODoTdBX0gK0QJMZdp83PxBj6l7A5j3LGIBM27Za5VUrVAlABjC4q6yhgAAPeOa5G1tzdjJrfYaXGY7EkRnYk8ugmEEGHd2RCz3gDPB5wgF4N5ZkhZEeQUeOeGtda6D9FW+h+pCjQfsG8Hg3EyIHTB3miLQXEnuRLiAnWRZCtHSfUK0xGJK1Q0nKZjLEeMM6EbQEnikEC3DDtGSv3duOo3ydPIGAkgLgadkkMvBk5HOE66db+ceCsAUJXNCbgDXIAYAWUXBaYEFaJUS9nGPwANYApA1cd2w1QnZYUZhgScEHbGI1Y7axRiSWINxIbPjTDNnBzAAjr3rPjeTsCHXWSBPhr33nizAptNpO5u8zHEHW04ZPQuMHYDwF9cDyBV4QtDtanLePAxhQ/E4eKQ2WUKCSP7GuWELJCLWGQCgphHlKWRYCaKRIOK6890xXcHgmin4a+g9IBAyBR49ZSfZExOo1pQKVYr1FYNKVHbwZBP2Ysnl4MlqOQ4ew87B475euLUTHTAUaAiBB8IIMvNelF07fiFaImwjJO0GDmXmd51WdcTktgoHj5JH4CkZ7Cyi+zux3/LOl6Lr9iSOyeexd7/y99cu0SE2EBGedZdHtRiy+EkA3PW7iz4wHm9xHTtjdR2WbzZdAlkuHDy683+rnw1Ds/OmAEB1cBSm6oebIpDH8SBKy4q8CE9F7sV3AkvM56RNg6g0cW9oy9p9VC0bZotsAvk+42oaqdv2BhpW2I/J1UAAuDYnXCWglaTLXn3usSMRhAHdWhhpqoK2jApv4sKGeMolHmelXehj9nJXVbOJ9HNtmMQTSQxDC/ZcfL/7s8kOHk2FLk0ozU0ajgPZJhzMNqIpYS7OH/9yHS5/ZQGa2lI4m023q+B4BXgmO3isjQ1FtypdWZP7eFrFgBJrYVigVHpMt87lFXisfkhRMk7Yhk/Cc0Car+hicuf8FiEYOTux5sEZ5/fkhiu3WkcZPbAEKSN3Q0EWopdsbspbutWwBR5L+NRSSPgkhwWADduS+HJ1g+3gEcOBqzojzGSkrrmboSJjzQVGMMvBEylDgjvzIsB0JbjmTj4Lz0e/kFyZ9x4MZFoxfmYVzn1ytitEq5DAIwvF5SztCiE0X65jlGdnXnaoDJh5Bz6LXut6PmJkoeeZ2Pe3hpq4lAxZdjr0C+k5OXiUVCJ/Yu+IW+BpTjhzun4eB4/qM18OMx3JZB7XZoPpxkplNZcw4UVOyq5b871EsD8AUzxoEWOTCNECB24eCO2DK1ypAUSokJbHwTOlmuOt+VtQq5vnFsJCMBjG4bsPsMc7mfZCtBQlgyaY5/uhNtlOvO8XiiYQAk8ATpiGEF8MV5Jl3Q7REqKVPM/WMnnGWj2LsJ67qBfX4d6GlV9qwfPA5FvsXJVAbg60YhAFD4z5L2BM1n9uX4g/HCClerDujYjuDtFasTWOIdYtLlcOM91QXArRkkKhpHto2DPHm20NSHnuJDGroS2Lw9gGAEBdcDfz9ZKDJ5XJIqsaGGzNf+QxUNMNV4iWH7JTdrSnP4hAw4B0dcHXA0DAKhATkhw8Q4LCPRWDxsLmhoj0HQShI5vx76/FNcXCJYhw1XHwSHMCV7JuATfMe8swinLwZDUDRw4LYEggiarGpJ1jKwwd70ZvwnuRG3NOIa/PMtKmpeEaH8zPORDu/qeMZXBr+DlE8yT2d9FcZTqkLDZsS7oE5y3NKbw2d7OdP2iPwSVuRzTMUvVmP2m1jQXsimw52AKPtO5zCTxijuATpu1hlxN4YpkGPJv6qz1REoqa4VMmPeSpsuTNLC8Tt+x4/eR4V48zJ2KIJMtBbG1No84KjQp57L0h7iwwAad6glCAy9VG4MO/I8p0hJiRM5kXlZ0AYECU5SjuAS3jmswIBw8ADCwNgwfdEyHRyTFLzLAXsloWM/51GvYcZB4fMDR8mfopTmt4yXmxFKLlFXjq+UDzH4YQYByBZzDPk2VcV5xqQZaDRze4ucgIme2IMhVljcvslzC7goiTZJlZgoyIwXYLPJaDR9V9kyzLHbcRNL/rUNiZ9DYlssDGWWBSKekoVGs3yX9w1BFAus0SeEoHu3Z3DF2zb+rvzfgN8OqvrcSLHBGm+yfN9YRonVj9HJ6N3I29mh07ohyiVWKJMxnVsMPXXphmDsSDyyIIcBVZHvbP9wNzAPqGsRyxdC2w0XyP5dxcpFeH9rSPC8LAmauuB8b/yPc8omw1gBwLujzYptIZ2wrrIjYQgGn9B4D+i58GAJTo7uspCN2uJuetOhPkjktMsUK07M858UZg7ACErORtkHbE+/k4eDKBUpRFQkhKiwtmKDhxwTXmv3UFaUQR0tK2wDOAJXF+8Au0prLu3BaWwGMvFAFASdgdvHx/pVTdNUAwQ7XDKLzXy9Kt1mTSUM2gT2be594qc74OHmsECUvV/oZaIVppVUeSS6JgyOqX8oVolQ62Q3KyJSOd95BLcmrc/pwBWeBpp2Q64MklVjIIEa7kuLfs94ThWpgJsTve4s5TtKE+bttnhYPHThbKnMShQRgYnl5vv07nDBrMSnPeaj5COOA+lRbk3BPi8wwui5iTBet19aGRGMLc98Zo1gBevQAAsLlqLUpVd+iKd9Epu6xcOXiUhGuBfem398TxYwbaY4amZhHPaDnhB0G43YHyrl44mGeBVDbUtQBvSyZxf/gRDFn3juswV1l5Q3XvcMOs3vVZ9Fp8Er0OTSnFztu1YFMzftTyKq7OPozAhkrfJjDV+R6EozVjiKp+ZkhWa1rFsH7mta1oBtbUteGOT1bkWLDFxoFX4FGsid6PPzgSP7dC6vKFUdkCjyWQpRW5lKqOTMYvRCvrOHi47itk2AzZH9jjm9ID7s/wpnElDsF6eJEXnQEYdv40LyJ0RuQ+DOr+Dp4si+HUuytx4bNzIDZUxMaJPP6WsQz6l4TduXR0FRnLwSNCKhAbgBa4hQpN1203MpCbYBsAahub3Q9kE0hkNLRlNVsYB9cLh2hJ/XIZ0jmbPNxQc3bm5b58r+WP55wz4pNkWVBuFbtIpp3fQHbwfBD/JQ5Kud21SrrNDj/OaX/s/9n773BLjupqGF9V1d0n3Dg5aDQajTTKOWdGAoHIOePXRJHBgAPJGJtknDB+bWPAGBMMzjgTTBiCck4oZ01ON53Qqer3R4Wuqq4+9w72937v98P7eaS555w+fTpUV+299tprTzqvZxwNnsVFlhlKLDQBPMo362clIl8c3LKhNV9oJnSfVj637q5ViSzLf1q3fdlJ4GhG4HmP/hke/vtfx56DWuNEavD0eYwPfOMOHFSlSkbDiUbA7BO4L34ZnkmvdcqMFmPwZGmKnhrjZ2fXm/Gr14aryxMarwuFqCUhbE0nCfBIkWW9rtv+il8+IxQQL8ocUVF/RjWwMCHc79lz98/C4DHfzQOCvEuwpy6rGP0tXYYlhg4ouXc+xZRyNyasRDvXCRMD8FTPKg+w1mKrBPgdFx+GL77mbDBKsHc+NWuuTgQIy+8YpLKZh/ZLKbhZF9o//TuM9R4ZeY42g2eFF9PFKLAir3flEkI4a0U3k/6JXaI1rTUQoxZKmmBmfgE33V+BRRG46azlmwZCWdJBLFJVfi0cnywKlPoZAkGZmbXKtroGT4nf6H8CNyVvQDmYNeCnHssb6d7aPmwGj06uAa7I8rTSQ5oMMHhC5q7Z9flofpjj0t/bhk/+ewX8t5Bj86oxs+Z1YlYDeFokQ1EKh8EzCHRVlScjx4/tF9rgt14b9DX8Hw0eVF200qLEWr7bgDl6otYMnjKZMt+JSYkX/dk1+Np1j5ltmkw7KU7QaU3EQggkoirR2jOXgqgFjSzC4IFx4NwbqZk5ug7d/Cytgqq1E0ktgKXl0Nn/Gx77FQhFsyOkTh01wFfkinahGGLtVBttBZ7qms7zZ/+j+vKILlo9XbaiBmpRipGdBQAVdGr6W5nhm3fsNAyeUjGXphJgYvYe853poZzMJINHMRb0QmcYPNU56+5HZZFVIs9W0GAfY6hEqyhy4ItX4KRvVh0jVpODKBuysoCcSAd9tajqhUjZW/t/ivvb/ws2O3iQl9X4CVyzvTNz+NF91aS4qi8p4MIuj9GTLC8Qq0g9Kzi4YvAYgUEupGYNaJgtBDnp/Ob+X8Z5170ReEwCPFqzZ2+ywWzns2V8wGiVJYrpZyjtzFGZp5gmgYVF6UdRD+Dq1hg8HOPlQbw3+nqd/m49fxncEpTkof+U++Na4JubbLuziOQDtPkAA9LBZFuydLRRnjsg7IC0EVsMnl+L/hofjb+II3Z/1yl90Ayejt2dK1swWVMbrOinpRG2BCTAo8FM/x4e6Ff3JAeDUABfjMIptwxp8FBCcATZhdha5FeoDNYwK00XAxx2lmHN2aCvY8m4ccD7nOHVmQTBmOVwZVYbaGpnjgLOqm8OgN+ZRoK0kVUYoXSec+0QTKiAUOuGpFmOI5er4F45VNoBjlCasTNOhviT3nvM/koudSAilOBehks7jSQA8NjPTxsZnnnKOnQThn5ammuwP15X+95KMgfy+UsBAAuB+1gDeKyOXE4XrazndEEhf/5kxLtuBRS43h8MMD/Ma/M4JcJZP+2sdMQa3JCxlY4u3qC3UEtmyGOv7r0oc6cFdITS6EQBUvhbMw7yUmB17orb+sYsEFHrSGjaNy0GGOQlCi6wQuk0FFzgz//8j/GKa55Te15MV73hTOPxazPi0N/8NeAHH6/eV/9qgMRet8bJAGtv/eP6SeQDK9nER5doEVo9p3DXOgqO9dmjoW85GjwMvFG7UM/3Qo15VvSxYM2N2lJi6b15DB6bZXUuvRvXpC/AubRa78GrEq3NRAVFY6twkLvrqigLvDOqwEJ/zQDkMzZnM4xEacbxzEBnUIvRDB5SmgYFE2RQY27wUoo9a79tNlnjALkhS0TaqMHT0YCzFWRwD0Q+f/hj53WRLkA0/GYyNuW8nrUYPEsRWY5Ror8IwDPIRwM8/UGK59CrcGvrDRBFJp9rkoDHYxjDoMbgsYOzFupgaaeYxZF3/pFh90QowHiGDJHT7MMww2gE7JIsyhewHzs+dVPSS1uepYjUmrCheNSwZKZb8hj7AW1Du0TLZ0OGGDwMJYhat+dpBcj5AstE+UeiyJHwelCv119feNZmYdQkH/5P2I6bzZ+GwcMHVUkegGHB0aLytd1BUze3QUtpEzkMnvrYiK1n+S0XHYZLj12NbsywbyE1Ppb2SYjNhBEce+dTMzYYOI5dMwECjjXfeydOueMjI08xtgCe5V7yMkaBw1AHOQoBJ5brhAAenZCP2ihpghYp8LYvX10dN0r0+2GAJ1fACY3biEQGLlSZPM+QC4ZUxIjL6lr3s0KyfPRcUgxRlvW5MdRF6/hcJuVP2fUN40ON6nKYldz4dDb5wgbtphRzZwquzznWwNyxly3K69toMKVndddsIUcvlef93uhrOGNhm+N7A1CNXyw5FcqaGTy6Q5vlt3TmHsL5qjxQrx8xH2IKC//D4AGqLlqsPQ4Kgc2qvENPnlxIgIe3K7q4dv7/+gYJ8IwSXJ7j0qFw2th52hFtK8CYHVQCn3UGT+44YaZLlTfp6oyT3ymisEq0plt1xJ15AM+Z+U2Y3CEzh4wQpzzINqIcPyPapRcaj273aHJU9WKEBo8RrrMYPKNU0wEF8FiOy5v/6mZwLu+jFgOcbsHJkq7INMCjF0sCoYSu9WJpC6DqTKuwakuFQ2m0MiSmRKvSJVjLpVZMnFbZvx+33oX2fssJ9YyDYqBFjiPX4T2jlAK/a9vVPVsYVuMn5MB8cds9+F9/cb15rRkW+7LqOE0QwQskqgA+K0sDAGyO9uNdK64FRAkqSpRgBtHn3tThdEhTWgW63OZAq6I36uBfm/Dutz2WY+46J7ZjEZES0yTA4FHXLirdBWuKu5nYCAU+Qj+PN0X/aspfHNMlWiJ2O7Toj3WoxUuz7YRTnjlEghQ5aWOyE6PnBTHcUtEfoI24HJgshGYBFumCU+urmWtO2VPWMxO8vRj2ssIp75ooZ9HeeYPcr6fBYwt4FmAmyxfDLfOaDZRordt3DX7YejfO3Cd1dgadtSYIH+RlNZe85j8sgKdy9q8qT6x2FrWNY9YrCLbx07FDLHfmo7yoNBWYpfuzFAaPU8bRmUYbeaMDIQXsq/nq48+SNfda/+hH/BR5yCixRbWw1J0cNBAZgTcC1lxILa8IpQnWtYliWCvvNcdlgXhvuWgD/uAlp0qGmMXgmWuvD35XW6ibV53BYwE8wir1GLoaPDjwIJD3TOAwGAwwNyhqQQn1GDz2WpA0AjyrHAbPoL8QDC7skiw2POjoIkQonQzX3CB3AtJ2g5i/+b7F4FmFGWwmO2BOI+/jvf8g544V4wrgKTnek38OR9A9oJZ+T1FyTGgnM3OD3TKoUaCu8XV/Bvzwk+Z97Qto0dOBpc/2zugbWPfYv9RPIltA1dChbAzk5QasKj2C6zscER0IfUMejwfwNCXDTDG3Sn7RMkUqYqMLtqt9NACgR8ZwKnkAL2E/MACPxjNs8OOpVDJRXhptM++l6cAkFzbR3VJ0lsU4yF2m0MbhvQ4w5HeWAqR2QgmGOaG+a4mF375Djo1H9847QaFvDNz4OmMY1rqJCl6iixT7Nl4BvH8Hto+f4pRohSzhw9q8oU0HubkD8IwOyqfmH8STd34u/GHsAmMLPYvBQwZud7y8fkxS/LsB1B/IdVmKLDcHKkVZ4Lfiv8Q06UGk82AoZbOS1gTGMag0eCwBeHP4I66lCcaJLMnV7ZY1K6fq/hSbhG0J6pSLZ82HDQBYtvsaJCJHj00DqEqYj10ux0SoeQWxSrT8NUQ4GmNVF60olnPQJ9f+PjC+BgDqAsvKP+JlYZiZma/JB9QARj3WBKG1hPH/EdvzU2BSJgr12tHmA4fBk+YlWurZmrDK5c26r7qd2pUVPPAMOWCtAt+7LYa986kJrk1jHGudpoRj15z1GgJT3djVZhxhtp9jr/NFPIEYBQ4ne7AfLtialXAZPIqZS6I2CuJVXEQtpCJCgtxJnDBw9BueT1P21+qik8/gSfQ2DIsSMR8qdVdmYosCFCd86Ns47xPfq+LXIm1g8NRLtLYnm+RvZbNmjNXkRexzLzja+vkUpWHf2ACP7miWeExtm7lpmw2as7K+Lle+ts2kztBLS6Q5x5uif8Pb93/M6GVq6yBFwYXVRYuil4bnbw3G2wye1o7r8fXkY3ik/QocrthM5y18F7e1r/wfgMc2LaK2RbWl1IJfZVmiTXJwVeIBVBNJVnCgSEF/+HE02TyXk/RaYjlB1qIq6wXlTae8cACe2ANUYo/BU9H83QGh29RetsG9waVVYjUZ5TWApy0GtSwem5cgCKPNAI8u3TGlKHNPAB+ekjWKlu1la6oX2RIAHn0P+OIMngQFcsshfjq9TtVkVyVa0wmXzAYFRkzkMmPCrTbpXAWbXE32c/OVI9/lygG3WAG2zoMD8KisW2yVaGkb2OUpAJKZBxvPqwSt6jpZWOtmc6eahPu9BePstwMAhF8nrSfhg3l1nMRi8EymO0HAkRXCAACfZp/CO3t/hOfz70kGD6kAHr14aHNqXJXTpsfJTLsq0fJZN6MYPN3SBXDs4C5GgWkEFiU1BqjX7WhZ6ZbWRKjonSyUOTQMnhjRCMdTcG629Rk8sciQ0xhTnRh9T//BBsiGpI2YD5B53WT6mXCydWWRA9tvxiZe6UuJdN4EHPbzNchK5NZ3X53/Ddbd8ikAdQ2e0roHudLgAeQiprMIU50Ye+br42x8TmoobOnfCgDodQ83IN4gLxGVQ3muLKkAHsUie1n2Qbwyf391TaKWySAu6CpMxA4AnpUNAE8xXJQq74jodySQ39TqNULpXM81LV33L39TZ8coOI5cLu+tFjXU4ypq6HIIAIUg4JrBo9aJR9ddgSfESuk0jmglr+34VQlaEUO3xWSJqfrOQmfDyO/1swBI4okCOgweaz14eOfuoEgmTRTAMxyil7nnPS86qkSres7sa9tYotVd4bCuBsN+UP+hsHQQNt31p9iw5wfV75DSYbnkpXASNWOLdFGyO9Z9KvkMvt/6ZTP+Br15/MttEszWnVbyUqBQyQNbaDEruQsAW+broQAYXUYFGB0PSfOuz1/Os2C1eofgNYFLxwhzGDx2MHfq2AiAxwbZUDa23K6qghWDWhQKSpVz32xrHa7qPhkQHP/c+hB+J/681a1K7pPa81xAF+7D/3QbdvSruXSvKgXfX7oAT+6tPSIAqkpR5rJqw8sr0W7N5GLgi2jwlKYRwjgGNcBBcFUqlowByRg4jUZ2jwGANoaNGjyJ+m6eu4GsP+/b9owDX8YxC9c1nIALQJTKp8vjCUxg4ACmNaAY8vyD2lAA0JPByiAr0TQN6H3oOYWDIEKBksQgrQmMk6EBeLRQtD1HjQZ43PlE+6Q6gWPmH8rMOl+ABZNqTXbxnR/ACjKHNJJAmY4DNLvV9w2Aip1KUSU99TNt67DFKNFLZYnWeEfep3vSlcDZbwBQF5dFLH+LlKkR5PWTdRwkwOBRAA9rOeCDtpez7+HFbJvznl02M8p6aRFMHtXsiPMBVOBHS7haomnBTSBv+4ZmzYhaEDTG4NovAD/8XQCozVNtpLLLsPIPNNu4m0TYu1AxfjUARiwQIEKJHZb2GAPHVCc2HWRDZnd/shMptpXJBBJSYjPdiV10rfNZzoVzDXSJFlhiGIEmsRC1sXxyHAkKnLBS/m4Jiggcg4bnM0eEiBKwuA0CgS8ln0S++z4kYoABEhRgRqxZj6OZfl4BrMWwxlAGwgyetjr/oqgkKeyknE+wyMvKhycQ+N7dshzXFou34w17Hgglbf3foIGyW6Obaz0fG8g+9LICqQWo25pVADBGC7VvXaJFGku0NKvM767aZFlDqS7wcwjwCJqAg+BIKlkWhiqunGPeWW62jW2A57rPonXV7zXudwHSwXUeZsthyIc9nEJl7ToTuQJ4pPklUTFcgEcfo49C6gE7lbuCXCWrFuQxWtYm5E4A4ClnZDtUQogptaqZCvzqiLT74DndGCz6ue+c+wyeUiyhRIsUTieZzySfBuclKBEG2JpMBEg+wEEhqapEgThCiyyDQBBdoiX31Vuo7luis7rWsfN8gGFeYpCVTnbaMHiiemeRnWK587og9W3M/kEw0IFXA8CzMa6OcXZmvzMuiu5qZ1vfcdF0XLvzhplk53fikm8+FU+jNyIredXlTdlLyXdARYESkblnOXWdPhuYgWqZrZkoouVmAF1zx856VEDMqcUdOJpUJRR2gJ6gwAqvWwEA48D4AM9y7gM8xWi2mAXwhMw8UzwHdCcGe9EohohFjoK0MNmJazRsh8FDOoh5vwbwLOTCKdESRQp8/lK8jP97tZ90wTAU7KxCLyuR5+EFwjj6Bx4ChHDaFJeCGiA3IZLBcya5F/9A34u5+Xmk1mIiRBUsa6BkobPO0GEHmcz05LSthM3V7yqARwKglVdvX+ueGr45SUxHBUAu6vra22VhKIbgE3XmSmaVejglWgoIHGvI5MReiRZR40k7dlpwPCIcy9rEOX5Tpw/eOMYECMCkvpPgJQ6Kcdx09u9jTowpUdz6vfNbJev1ZSyJJCtHrWEz7cP8r1o/LNBLQwCP5/BYoIAN8Pzpd+6sOS8AQNRzlw6HyEvuzJE38mNAwZ3ueXqsriRzuGz7Z8PHOrbSedkSWbDzmS8QvXr29urYUWLBypQVRY7SCkjHG+6/Oc6i5zjhQLWOaYHHddiPjdGM3D/nyKEFp6vrlBXcySrbFgIWQnowtuUqOBvkZXDNFBZIY+spUVE2dksC4DQgAFyA5/hkf+gbACp2ISDHvRjOA7+zGdMH3W4w+tLrIJVwyQzVY5uzBJTS4HNDDAspzARrek9nvX2Ax+9yGgLaOqqMU7dmvmv7AQNUaoCHgCMW9Vbm2pglwztOBnUGBC/QRQqimDKCRLUA27euGDR2eNV+ogvwFGGtvqWYxyjWJaRFMo0J4mrwlIFufNEIEVf05Jhake/AinJP8yHYAE9ZIBIFShKBtCYwzYameUQF8Nj6Fc2B0qRXwqSBvKpESz2bNK78VFDHl11qyVIeSV0f7SfoksBQiZYWrqWk7hPbAE+bSF2UiBSYHJPj+47tswCVxz/pJ8Ha8lloZQeqxKo3blO0auPPlDJ5YJ+WB3gR+xFexH7knu8Sx9vFn/w+Tv3N7yy+4fga52VLDJy5bJCVVfm2lbSryuwYhiJGZ7gH+MFHAdRLF59Gb5C+8tmvl28YgIdBiCqwN2WiHrPfLt1h4DhKPBYUCNZm+zxJQ2KdJ7K07AxyPx5uHet8ljcweKTejrxXa0qlX9RZhla7g8MmqAEXB3QMCeVIB80Mnk7MnDmg7B9EwofoC8ng0WWAHBTTmJdjzpRopSaJbhsBB278C+CAFK1OixItLWFSFiZ+sZ+toccOzIqqRItC4N1f/iFQpI3r27gVtzYyeKw5NQjwBBqafKP1GzgbdyPvVQkQn8EzRvM6g6ehREuPyaV28B6VDPz5A3hAMEOrMizT4lsLW1oAjwZe0oLX2uP6plF4uwQltRzP5EcfwzlUitYyUWJ2UO80os0HePQE7zu3OouQ9NxuQjaDZ5wVtQWoK/o1EUcyKwNpRklVs+qbZvA0OKrGHICnmjgmPGBIZ7XKsgQevRqrH/yHJZRolUZs1vycQojLSC5wUzEHK3o4oDqb6QdVlgMJgFDD4CHqYer3KifYPIQWg2fvwTkc9+vfwpu+epOrwaNFlqN6dqzGKBhBkyYQGOouOw0Ajw2izBzY54jvDY96urPtFHqYtup4W6rcqSwLQ2U0ZQCzT4CKApvJDuQlR0mqhTmnLbSRgooSnNBGBs8qWxtDlcfp+x3Hzd23/Gv0sqjKvv+W+GN8t/Wr1TlYTlWMwgioORYpDR6rLvgV7Hu4rLza3Yws0vtCjeG0AeDRCz0tU/MsjdvO4jfeiBOLnyInMSbbAYDHmnpT0kZSDuHP5/2MO0FHKBMihk0MnqJWB6ytAAO23wz80ek47p5PY+PwHuczu0QrLzk+Gv8Fji4fxGayE7tnLcHjkoOrDJhmQc211mGcDNEisiY55mmlN6QDRwUAalBcW6+sxt28OvSSxE75Q2aVaDnifvkAuQdyAkDOqt8wAOGRlwCrpKP03CPCi2yE0hVg9nSDUqsl+pgSNfUBnngEg0dAlrxGpAR4iUI5UilikCKtzc9AXcNMz0/dRDF41Bq10K5r8BjLB+gFxLJrwa2lExNbgH9CciDUCVA9d2k6QF5UZQWvzN6Hx8VqUAjHYWlbFPHzd/xleH9e954u0oYSLXdt7rGKxh6BOyVpJFtw6vUXY/C0ygUHJASqDLymuV/TfjuuvPFZAKQGjwbybScvK3gjVZ/yrKo/0se5CIOHq+yeLM8IATzWvJVWPgm1OruFD8Zn8FTX+yjWHIDbGjwUHOMH7gT6+7Hpkb92j0sDPGp8E1GCE4ZSl/7SGIRQh8Kv1whT0m4BJCGh/RjuNdkP6e/tKz2mhDqGvcnhAAIgJ6TPJUt35DX5+L/daWj8uWbwlENQCCPs7BsDN3PPOAY1AEqUhWQuqkSIoBFilDWRbtvGxXxjiVaiS7Ss+Z+XBXLyMwI8sXdeap7JW8sw7rVJLwJgZYQSWUMAqRk8X1m4EhPlTOMh2ACPKEtEKFSJ1jgmaVoxQHTpn/X8LFZSZLQgUc3hQq3PHVuDR823OSLnuQiBziHLmWLwEA3wqCDb8g1uWS6bT+gElexm6TJ47BKj34k/j2OHtyMGR7cj79OrL9hknuEag+eIi5AhwtEzV5sKAN8Hy0hLgrQ2M0uNNeKBfeMY4vBoRo1xd25uAjx9m+vrrpELMunUZFZ1BSDLa+0SrUGaBUt62vq4aIyhzSoSoiYsfjp9QCaktjxNvmEBPEAV2GtNJep1o7JZIr8bfxavu/0VmBoRL2UWCJb4DJ4JuY4LBfBEhOOx7onOJjmH4yuMaYCHtUxny2l+EJjeCEysAVhL8m5UjDckXcSUIx2E18EcTHbHteaAcjCHhKcYkjYKREbPhoPg1vYbcXv7DdV6Vgwl89wzxnPg394F/NFpwL770S5mTGK9LEtzH53OuR7AYzN4GDhub78BxV88M1h2B1TlWoBMSPZFHVi1O5qOKtHy5/C3R9+A6FUJEL9zWIekSstUXRchHGaxewy52sfSGDztspkh9nMH8AAwzgRgdWTQwXxn2nymH9as5IuiaVpjw3Y4hD1A5ioQhokccxaDx7dE5FgY1EV9W95Coo9vU1zpixSCmjI0AOiworbAhQCeVl8eHyMkOLABmEXDB2p8czQarBKty9itznZawGthkAJffDpOvP69SyjRyp1A90G+znQV4CqYG48EYj7ErOiiFNX5SK0eAZBKg0eLpbkAj1rMLIDnoV3y4f3hfXudwE8zeAitO08TvsCdArt+PPY0wGMbJFQgVcykhw6GA/NpXiHE8zP7HDDMFnlORYxXRN/Hre03mvdaKkhj4IbxYYKIvjy31WQGWcFRWovOIJqSnRxECa6KTgCgoB7A4wl9AzClTYxFeHv2NrfWW41Rm3WZC4Z1domjstWQ49t2pGIUYZqlWohYUY27j8dfqG3GUIlU28djTDN4GmjGRsm+rDre+UJugATIpjqx00ULcAEeQRiIKGvdMnqFcBZHWrjPXSoi8CKzAB5LgyctkfplN/qYwID9slxw7e4f4MTBjdZnUcVKQ6kAlSrT99XrKpHVQVY6wXIqIixEEiDf0E6lroJIUWjAWetU9eX9nBPS4b33hd/FM9OPYcECeOYypTVCWw6Dxy7RSuw2r8UQBXMBIwDSWVNmxsuzP210JdbFDSVaxANnPIBHM9gilOhqYpIKDjTDiIGDNZb3yU5+TIneclC0NcBTpmhqk+2YZvC0Ihw5uMtotZTxeNWS3re8j7mBNy6EqAe3/eo5tDsExSiCJVo6s5ulKbKyOm8OihK0VqK12BqCpFtpJig7mT5cWwMBoPD0l4gVAEUoTIdIQIomOyVaizB42mXPnSdQzUOdwPxTlMIweGz2XTqCwUN5VhMJX6ylrg7uB1lZczblDmwGjwXwCO6uz74RT4PHCphW04bOlnBL/CJw87yUrCO1+r72MuBPzqvWHM3gEQU4YSg0g4e2QCiFzezUt8swnq1nygb5tU7O+6Kv4WJasbj2k2kAwLnHHO4etLrGj0ycoV6GSrQyJKSsMu2i0hfSAE+k5uW0AeCJURhWzQayt1YyxBRQTVsS0BSqRKtJ83GPmMakWGgEeFZf/Vs4ljzmaF+IMv9vY/DoQL5sTaFLUmeN4gEttJgUyNIGILVXF44NGQM3SRXOVVtwEgHJBCZIJbKs9aUOBeCxGyDo+6xLx41WCY2qMS2oA2b43XebLFeBup43iCnRqgLNJ1ZeKH9O+YosILIsvMDvuOIexESKLD/48Wfgw8850Tz/msGjE5FoT+FGcjK2zF1tWE6+3yEBntIp/TDBpsfgeTq7Dj+O3oLT6IO1uXmpDB5zf776QuCPTm/esO3qz7T4sEpSAhikKUKt5432KYtdNmY6h9IDuzeR3egnKwD1LOpS5fGWPBftY4VKtL6Q/D6eTivdy6W0k7evUa1l96SMEYil77l74iT3+1yEAZ4oAWNR5XMffp56v4UEuWHwDNkYEsIbGXYFohqDh/f3oyUGSEkbJajpAGhrOz60R60VRWoE9W2zG2fgj8/CG4dfcpLQekzYurV+SVNaVLInmkkW7bihsbx5Oap1sIshZlCvLLCBmRCDJ1W6Pz4rcIIMTOISAMrcB3hylRjQNcql07nZtrueOADOhSmLXMycpiue/VwCPDZizRSiRtTiLjoVu0c76lnBcevjMyP3qQGe5RaDxxZDy6Y2m7+pcDV4fItRYPsBi1ZtAB530Gga4kZmDSzCACtT85Sjp9Cm7mAcRx3gmUhldo4QGHS3ZmqiCWqWWGZq/IUAes1ZPw0W2GCWv9j4lqAAV8d+Iz8GAgSpKm0SLAEIxXgk0FUIbYbYPKhGgweVBo/+bNivHEXtHBAr6NGOSydmbomWXvBIncEzjjDAc1f3LODIi53POhGQqkDktl1hZ2h5WZXi9eYOuABPXC0C86gHuh2hMkIWwGOcoJ7c72oyo0q0LH2YeBoUHFQ54loMs16i5Tr/9jMWsQj/yi/AV8vLqw2UcKZ9t3djGUJ2sRJBtsd/QopgLbhmErBFuirFKN3nTy/o2lSAnTeU1RmxPV4BPD6gB0im02TH7aIF+AAPBQSvjf1Bzp05ZMxqba3bbAteVMJvdhetrECWhoHaAlFjB5YCDEQBPAkKhzGTIMfnflRl2AZ5CStmRw9tLFDpxG7opFhIC7SRVoxCHXQqQHFOdR5cvukU3CWOxFxRPUPz6rRLmgQYPKoG3wZ48gEK2q7V/duC823tcLGkAgLLsGMTexo88Er+dH27w+DxfjsmZc051yYUwBOhgOBSH6MVU6RCAzxLyN6o7GEnYfhM+l4gW0AhKGgUA+Nrw9/JFrAwdB0XIso6g2dQJQ3sbhIJijADRDmAWTZEXlZBSSEYBIgs0bLGnF8aUbN4rAIElV1Cbw+uPVHmCrdrIWxA0eZtgCefd0q0JhYBeDbwHYhROFl+HfSFAOYP/fOdmCvks/2fDy7gT37wAIDRGjy0zGoM4cUYPKVTohUCeKz1yCq3I4KP1vfxumjZTIXVUbMjyb0ukzpALVkbeOIG4L5vAnvvxgmqUwoxDB4OQZiZDzlTAI/F4NHBdsXgqY7fHkd6PolJabS8AOCAYmz/7otPdU9VHYNQwS+zxtF+KgFSXXpqa25pGr9mKGgtsCYGjy1oeiJ9tBYcRKpTG9NrEJUlWqUQtVLNp6efwM18CybFfKOQdTzzIL6efBSF9UwLzhvLjRc1L6jXQVcZK0DK8ZPCDJ4ibQB00+bss78PDeyJMgdDKcsQPZFlhEq0NBNfhM/fBli0f2M0eKzyHi08LzV4llaWZVsZy7VRCx+HGDxxW27D1XVhVomWAAAhcEFZgQgAsK/oSACRRmC61aryR7XALtdC2TTCE3QdxvMDZvz7a1RKW4hQYJBW40eXaPkMnpezinHtM5lGaT7ZZgDPx68dvWGUILOesbZXohVpBo3H9GlZLCzHP1jY47TUBoCNZDcGycqqk206D1z7Z1ieyO0S1aFOl2hRLxl+ZfTvOBSzn+C2z+AZk4xkZrXPLSfd8mu/RGu8UOs2ayGipJL12HC2/DdqIUaO44r7UIDiYLIWEbijY2dbqEQLvf1I+BApaZnnRW+r7WBPravFsFYGV4I6zycAbBKPGz+Pl5UGj/2cpR7gkZfCgGg2mEYaGm6ssORTxsgQC6IeJ9nHWgN4hEA+mMM97dfgVyOXmdpCjnYmr30PXbM+a5tCTzF4jAid7HwasGsf3It/vX1HDXxsslBi2ZzDkvbw/2cmrADWaPDojFJr0nymHYm0GE2XBawSLZvBYy98lgMUiQIz/READykx9Go5ARfNtI3MbTd/F3AzcOvGCDZPu4HHVnorxE1fcneiJglGSW3Sqg6kYm0M2Xh4G0C2Ei05+E1fBm76y8bNTjhcaiwsDF169yiLUZjs31DEqsWfzrIwgLUwFsmuFH3IVoFaANFo8FgMHlLKgOXDu95qfkPT6OwyH113nhae5oFmstD6o9Ql7nXUtFvus0UAdJgwjIu8gTWypthp/k7nDzqAAGMRtpXSgbXZIlw5VjaVUXe6MACPKsdY1cjgkQBPSSKTBayXaM24Bzu1oTpvpU/kLPhlJp1X67kaeqLUZt90Dieun3QycTGKcOZaOaN268aQ1YIirxykykDXaZxANTfQRYLxgrbQiVmNweMs7YSCgDt143qT3NI0SGcqFmBOZBNuYXV1sa9HPysN8Fk7JlDc+tjBhs8YEMn7cDm7EcOsMIw134HrZ26WuSc6mCfSQV2bDHDTowfRRmY6LBkQNO+B09gETSvGEjBKMJtXz5Bm8HCaILF+Ny95Rd+1wZliiJwmtazhMJqonyRrVUBgwzh5X/R1/G5sacN4DJ7CMHg4Oro5mBdA+a3WbbtXbABlMSJwEF6Ai4rBQ8s0qMHzyJrL3TeMBk/1XEWEI2ZU0rFDlvXQH7jzEhFFvWuXBfCwcmh0mhLkoKJ0qOXyh+X1KLIUeZ7jBCKZXqVi8FAIpHl1LXzwu2ZJ14DA2s6g9wU3ffnBP3O/agF/MQr0rExZlM+D9fbikfYr8B/PGAYBnm3lqfhycTlw3luwRTyCtkjxpfJp+Ej+SgBV0Bdaj9fO3WHYjF2k+Mo18jpkBXdF2C1jPKsBiFSMDiC1wG6/kcFjjcWr/6h6G7yRwi43cEu0bLbJmriZdeUCPKUBeFLSdthJY4q5ZdgDQpbamO6MUQDgUf+GSrRG2d10C96Y/RL+mT4VANCO3YDTADwqeLns0T8wn93fkplyzTTTc1VR5KZrlAYBdKloE4NHZ5nTsfVYTWZwGPH04AoN8LglWpzDYV8BwN1iIw6KcUxiwdGL8G0MQyeLzMu80a9Y1CI3EDLrgLpupOhV63iABcXAa2WUxjywkS+y3gIAVyxOXaLVEQPM9l2RZXt9b6uStQWE749dPm0YPKZESze+iAEFxL08+gF+P/5M+HxGWKkYPDoYDWnwJF21XqWKweOXaM1tx1NwHW5fcYX5zowYk+CXzdpTMcAUeigFMSAmKENOWohFakAKPw7JSBtMcAyssp2ygcFzOn3A/N32GCtLBXjqmlQN45pQ5Jb8hK8lGqGQIIHlewLVeC1J5JbcL+x2Oi4BksEzbK2o/ME7/x741q/hBQclC7xl2Lnq2nmx0lLL9bTZPrzNgOIgJunIrC6TYx13DOclN9fAER1gMSILGMLKLep9mTB7uvgxrqenoR+vQERKHJwLA625UCVaNsDTP4CWGCKjbYcVaP++Oa+izkYeoCNLtADMnfSL2LfhKVguZqr9lGUQ4Bl47erysip9tcufp2bvlp97MYpNvhhDCgqBPbELmNkMnlolS5mDD2Qi+zTqlhImyI3+bo90ap3DniSux1T/cRwcynv10J7ZRg2eCCW+eceuRoamb5MjSgB/PgEem8GjAR6dUWpXAYHdRYu6vmbNemqSdhg8FlVc5LJk6IvF0xZl8ADAzQ9UoE2TBo9tpoYd1K2/LwZOza45nu03O691J4RVN30KnQM/Df8IdQP/JqOixNEf+Ca2ff+bjdsAAFPaLKFytCaLSWEof0MkSmPBBngSdKjsStEXbQnwOAwe4XTRoiJzghmg6tJhl2gZEW7hglAmKA8weHwjah8ksG2HCROQ14InAHN0CqvK3eZ11ptxjoNQhjfn78Tl6e84bJGi754bQ4lh7jF4lK3GjNTgsRbmYTwtM7KihLC7aHkMnpUeg4dYiyyLKsV+x/K+s0Br4VrfXrmpjxO6s1L/Q5kEeAJjRY9Rb8zvEcuwbcObzevIF8D1AB6hS1SsUjS7xCw2C3w2GuAhCQghNQ0eW9dEKM0JH9yMUCC1gN7VVhmcVJmg4GVhGFk+wJM1lGgVIsKgYXHJwQxz4peif8SF+VXGATtzvetc+CVaC2hjjsjruJL2MTvIMUYyTEwo0JxS0xFHZjOJepugGzP0rRKt2VQFUayFWOR4eF8Pf3bbEAd6eUXf5S7Ak5FWDeBZSOq6PGCxYfBERXhxvJzd5LLSvEyzDkQYODpMHquv19Qi9XsKAH9VPBnvz18HyiRADVGaTJkBePwx9aGD6E279ffIB0BZ4AM3nO+8HVFSE6Q0lvXQ90SJL/nxS3HK3A/d7Sy6MStTo5eUkAIQHJn/rNJIAsBFhnMe/Sw+GP8VgKpEa5wMseHBKuu1aIlW3IUtwD1kE4uyfl6SSjHLVtnM4InzBXQPSBbJYff+ZZApM4MxfKh4DcTmSw1rIEfFMtHrcNfrwNZChm+0fsM0cGgjxcoJeZ0O9rJGBg8T+eIMnp/+s/NSB1zDNAuymgSrJxEAGFHvRqsxeCz9ot6+0Dfk79kiy4Rjz34JYtwxk1RBv7VfE1yqdUWvDYK1QQhzAh//WoTKMADZzcS2kib4Nj8HedQNbg8P4NF2VXkivrjyPQAqXTXN/iiLwjBn9HggKvBvYvC8UWX1h2tkKdjJxA0OdDKCtXWJlpwXCs6Nnl1lBLMYxxTmDZM5ZC1SoLCyyJwHQNkGy5/xKfcNn8Gjxr++buf8/bnAtz8g3wvoDMYomoVAeeEkTwUN+wBOWTwvVIlWDLQm0BZ9I7Ks/Qm7rHfdOAUXJNiOHHAZNPoa6Xu7tqvmbxoZBg8AHEWrZNtSTcT1ZIMAcZhFra5aK60uWlQzl0AAlWjcPXmKdfyJfCbsZ14DPKSHHjoVWE4ZCpIgFnnVjdJbozKSSD/RYgCbblNR+BoCdQmJQ2bwaGsqTyZUgnrm91JHD+6HrXfjsLlba+L8ery+6Wu3uc/ADz4O4lUrUCIwTFZUDB7FftTJ1Vjdi6iBwTMdLw181qavfY7IaaKTkwQ4/21A3AU95mnm/cm2O6+XZWFA0gNCjq8MEUAImN2WbsVR8t+ohclsL9aTfbhKnApQBirq+klm/2DoxNS573RwAIlIwaOuI+Zvs9Ir6ZNhbf4ekraZ///wFo7vPMKxgVSlmoJXiTEH4AmILOsY4JjJ6rOxhUfk59QFpldYJVon0kcQocQTraOdbVwGjwfw8NwI6xubOhwLa89Di+RYrsgdPXRdRvTJL0GEEkf0bseCAql2Hlxo7KJFwXHXztkau6zJRvlSPzcADyHk2YSQzy0sLNQYPEIICE1BtBg8euLhQnaXGmU6qLapwbbTI4oMqWorF5kuWs0Aj03/pksAeGYSSckXcLtgyJa7Fl1ZjOOgGK85B8sxh39JPoCVN/4BGs1aQCaXNwQQqEq0bp6tgubd659c2y6O5aTx+9++u3pvRMcDQN0TtQCkiEEJR39oOZAsNvosfbSQkwQxMskoEnICJ4SaLlqU544TVYKZCSmyJm9iM7DATbBvAkS6BIBH7U+OJXc8tZgwooghKvU8m8YRrcrB4IMZd/zQCAO0cb/Y4ASapSX8BegSLcU+8RbW1WQGWV4qMWppeTQuu4AoMUyN0pc1DR7PEbWopLHSB6ot+Hnf1MwDzQDP4U/8E961+/1OsCHZEYGxou6D34Xm/cXr8QSqYL+W9dYLujKuAB4RVceUWsenWSSMj2bw6FI2/9wTm31C5CLrgwExKY0uEyAzh9qki6sZPPJ+2Y5SPytqYuTaStDaYmn2KyKn5nu63G+u1UtOcx0nWaJVHXMPHewtZDC1jEoHdWWbI2pZAZaam0prngVkmVG/rOblXiHHGWeyZvzfb9+Ba3eW+Pr1j5lStLawrmE+RIakFsQstAIAT9QybMRQnXXQvECrVKVfDCW6kSuyrC2mPAhY/5CfggHaoJFk8IBLgEcyeJIwwEMpwLwA7eYvAR+pa+1EjI4AeBawf64ONJwyuM59wyvRyhAjFRESFKCicJ4FuRFDSWJEosC6uUr/pFSNfgHgons/Zt5fVKg/GavaY6M+34RsiAScMKd0LyYlFixR6biYN+zDJqaqzkoOVp5QvScqcLupRMvvWNMlKVaOt/D4gT5e8efXYYL0nQYI2ijPAwwe7/n82/8FPFSBcKUaH8MGIXXSBPAQbtb+PLDOSICnmqscHYkReim2r/N78WcxNv8IAGCOt6rg3nrmqaWVwgmrOiSxdr2Lli6jV++ZZ6rdnGQCqqRXZAc677gVeMXfyf3o4NADeP6xvBhl1EVftEy7ZcPsKKuSWA1K0Ww0g0dba+UmAK6PaFvcrUq0ElKClyIA8AAHxbgsIS16tc9ss7VaCC+QLTHgprEbGPnXxzDX7Pev/RP5O4FnKkJpkls1KwtHm0s0AAj2PCp4ASYKmaRLxhGJAp3hLgkUKd/TXgtXdAhyRI0lWja7tgJ45JhpW+XBPovzUI236gAPiVr4g5edZV63x+WYZlqDh1TlrgIwpTTC0icjEBLgsRO7WmQZPSygXT1PNDI+ie4kFBEf4GlLgMdKLhk2QYB9bo69JrK8RAaPr1XT5E8RCmElR30GjxHRbRivOZi7bj16FTYdrJeFZe1V0j+gkWG3a4kD7XtUDG53XE/Hiwfl/7rlI9UpqfsyoK7/WZAEWH8a8IGdINNSO6wUBJNt1wcoywK9gTyGWaVpqOeq2K4qmFQJV9Yyory7ynGAxogIb9SpysFkiZY1J9ChZPDwqIMt6ypZBTuBa57XMjWNbLQNSMdo8JSg2AfXF7S7j9qyA74Obl5W/tUR3eo5baUy5sk9TUbdAClNluFsei820d21RLUtslzzDcscua+L84q/RbliC1rIsEwxeAowt0RLrVOCWyX7vAh2MwVkQuDv+m9YtGpI2/8weAAIIf5VCHHl+Pg47OA6IhwlF1V7xaQaFHYQWCuf8MxeJPRC4rQ/LYbIVJtpihILaYFkRCtMu41bCM2s/X4sxU0JhAs2FEOHzcBBkSGCyNxBERGOU+jD5vU+4T50AJzJnY2vajyWTDmdxhF48V/inhPeVdsuSuQ161uaECHhStsSq0QrRYIIJQY6I00jIJKirF0M0UcbBWK0INs9S5aSLv3QIssFiv4MAOD2Nc/H9s6xlfOpJu9CUMdxYeCYV/X+psRjCQwecx8C5Vwx4QY9DmXaFtg0on7lYLNsztVsIcywzFyA54BDeY3AGxk8HZJBpPOg1qIpKAPRIsuEmWDN1jYBXOYaAIcmy+JmBo+wjm3QUKIFAFPlAWcRSlAYoTvH9H3wAJ49fBJzuc3c8zR4EjfLy/c9KHcX1Z0/oHIgDz9wjRN4+abFqFdPu85dwq0gW5doeYDv78WfxYu3/3Zwv7li8AheBpX9eyNKtAA0CrzllgYPAAxKavbrd9frewyevmhhVybnz2ks4OXse9iS3e1S/NVzx5PRAM9AATyIEiSkwFSnGtP62nfEwCoNGCIjCTLPie+3AvMUS8xc1qg35pvVVQqQpSSAnAvaasj5z+25uAPHksdru9JAAYuk1gYRGuCRGjwSNJT3breYBleBsVhiF5x4BINnMLsH8dyjwc8cswJLxjOzdmmR5cyjP4MwcBqDCTcjrxk8vi2JwWMlVcSIwEJbAYaSJmiXlbAoQ4leVmnoxPmCCXCadLq0rsCBrDpH/bwB1Rp1BNmNFRawfUP7rbCtgwzLxxLsmJG/M4E+8m79vkQiM5l5bVQU9VKF2WosaUc0TRsASp3k8ZiJDKXJDAb1xbwSLSeplI+4Zx5j8vy5bwEAziuuR/afKqCxAlyjYSFKCBKZZ1pEbRDq6txpgEfPjyZ490DiNFnuvNbnccZGS9tt+ZHAsk3yGPRveIBGCYqIUsyha9Y1/WwzCEOt9xk82SIAT7sb8Kks0/orBgTnRa1ECwAOQt7Tbt4seg0AzAqOiCiNlpFvB8bcLLbtA6sDc17qQN5nPgGQgtqexShlN53Q7/PC0dYQDR1E7bVN8EJ2GSMRsPp4AMDvR38iSzGVT2BrR22ajpGTqJHBNAiWaKlj1WOel0ZwV9uv5FcaTZdCULw9e1tw/8YCAA+iluOvd8fkGIlUAojCapNul2zHFSBAoBhOtt+vxtA0WcC86FYV4TQyAPc4wmtfRtrST7QBHh34+kkGy/yS1aWKetcYeU3dZj2Ap4UsLBjPYuA5fwwc9WS1nQYTWB3kC7CFstZyufYkY6Y5zmGzN+N8epeZt3RykZapo0MTYqoNRIKdqy8xr7dPnQm89K+Ayz9i5rmUuv5nYc/N6pnoo40Jj8HDyxJ75/rqczmONXBva/eYmMNKWO4uxkFYhBYV2DhJTRm2cxyI0E0ih8HDhgfQFkNktOM0l7H9aTNmi7RWbjykHXMdOQj2CReoZw3MZ190Pi0q4XXbX2mnksmZM3lN55XWzlFE3subTvqg2VZ4cVtpgVHMr3zh9Q7OYDGipIMWcqxTpbeRyF1haXXtiKgad1BeVF2TA7YW+8AX0eHT1tSdE/g5Anhs89sCFmVpUGPKIuDDs0jPeau71SJgWobYsDr0Amycnt89Gisf/EekIkYOhljkGGbFSJV1+6ZpimaTBg/goZUBBo+mNgpABkHeYuVbSIDKmdwtMWrfdIlTB5l0wk58Pnq+8wUgTlpq++phDnZGsr+D0tCApQYPx0ABRIRJBk9UDtAiBfqihZwmaCFHVkimFgEcDR7Kc+QK4Hl0/TNUNlEFtKqMZhZjDlJPweWiCatb0xIYPNRh8Lh2wcJ/4i0DqfkR6j7Qj6acenWqWrNWbzDjyNqLmOgfQGmBeRQcQ6UpFZpE1+74T0yVFutHZVepKOSCTTTA4yLfzn0j1HQAAKoOX7bKPgDZYW0JJVoA0OY9x2mTXLhmcVHmoe8HMImFrLpeUmTZMj8Q2nOnOvi68yd/33p2R0zE2pn6yq++Etj6Pnwo+RW5W33sl38EIFTqHAUmmaaSxUwwR4PnaPIEPhB/zXyeFwWGWXi+6JC0KkHzjxcMJHIDWx1QdffdgUfarzCfDbLCWXRTJNgxiFCCYIzP4xO6e1kcAHha7qLeiRkWLJHlvgZ4WBstZAaUBKoAj4FXDng+wFDUGTwlcx0noRkKWjC+SW/MNy+TLphm8HB0mHLSPOdxAn1sprtquzLMgihW7ZBLlGBglCAjMSKemufi1/Ir0XvXQ+rYl+YwRyM0eDr/8kZ8OvnTxXdilQxFXDqxmWoPTBAq0WIoiWT42ImnsgngWUxkORmDnYjhDYGfbRLgaaMt5L553EWMEr20MM5vq+zJRgSoxHFD+wGAvcPquKWsqy7RyrEjORIR4fhm632Nx6OBoIgRMEjh33x8fW07JnKIEIPHCz5+cmdV2qN1dLKGZ9wweJ5X3euCyvbH3AA8gWtKqJOsGLUePyEqRp/wnGENfmzCDiSzKnHUrgAOPXdTUUJQZoI8CfBQZy40TQ98kWW7y9q7foqrrnAFTqM4wT+/9UJ88oWnOO9rZlikWJjEAzQ4KCJGMCvGjK6CEVkmHEf07sB7or81x2P0hmjAZ7LNF/L3jKg1SJfXFUXmdCHVNiMUwFPMjNyfEzhzXkvo3MiPwS9k78Utm97gHofXva7eRUvda5/pMzgIBBiREUrQYhhe33lVYgxUgtehfVSnItuklzQGjnsmdq66ECsxi5l+ViVqrfGzZUWCUgHUIetZJe1aKN8APPoZ5IVTpvtv8dPwd+VWM1c8KNbjVnFUcP/aSDsA8DEX4BmbkCBQrPxN2y8QIMhVMpNYCSmqO4zZrD31DE+TBcyjW2HlhKJQ17hJBy2jLVAikFrC2EbwdQTQ7vsv5VKSnghp8DQxeJhTEiQ7Ajboj53xC8BLvwpAdjAC5Lyu71dPJX5CWo08UuBZMu4A119PPlYluwyDJ3PL7wMATw7JbtUmWAIc/yzgwneYa5Yxj0Fur/Vq7RsiwVjLHcMX7f2aAcR6qoxaj3NCgHv44dgxaYnLW8/XQSEBHsILrGiLYOVAoZjFdpIuSg+iJVJkpOWMOdtX1XNjmQ1q9yhHbHTUOCj2+wAP6h1lATjNEQBZomV+00rAdRTA02vLqhb9fF/C7sB9/DDsn6pK3e3xBLglWgtD717yvNYdCzRC1JIAz1FElfGhcIAi7fPK0jP1vigxbGDwmGNbpHO3tiZtP+DnFeAh7mmXRWFKtKgasJRSZ8Au1ibdpv8dVAuwoS0ranOG2AjdsWKhXnsKoJfIiecwq558SRo8KuAmIC49Ox8APAc3izSRQVDAcbAtCD7Zk/sIZ0VPfh2SGidgQOvZiyhuOdsDdWFi32SJlqaYRw7AI0u0EkSZDMb6aKOkLbSQIS04jtjxTbyA/QQAtRg8lXBWmUyoltWKEaEW2Rkx7gSCksGjuzWph2vEYrbnWV+Rm6jFgpDRj12oNbe/AESicBkohOELrz4bTztxjcPgEf0DyK2FOiIlhnkJgUCZEoAL7/wQJriVNSTUaPBwQqGDrizyjsem+bannZInQjWDJ1SiVX2vVvZhGQPHlDWRdQLjhIuqPNEv0dovJjBnPT6MeAwey6mdFx3QgQS5qAXw5I4Gz9LQdf1cghBg63ux+siq7OM2dhJw4TvMmCMNYE7IUg3wlJKd9on4z53PGTjm++EM3fPZVXj+7v8d/MzuogXAGSfL7/sbZ9tBXjoldiki7OnlmMcYonSm2tDOAOsF1XN2OwnDQlEv0SJxCy3kGFolZTGKKphKFyQYwnN8/4G5epbWA16NxoMp0VoiwDOYcV4Ki8GTqLG/1C41RIOQUQxKBBjPUYKCESKDcJ4Zpy0HM+KwfAkgMgDEjACrjl/Sto1msU9jniJXAZJmztUZPAScyvJYbjlidomWbUsTWbY6zS2hRCtC6ZRyiagrGTxpCaE1XkTFYKGLADwHBqX1XmQAni5JsXPsONzGN2O1Ly5vWYekSAuOQcYNY6mYOrJ+qihqXYaYKGqsmBvuecT8rR3ILNC1CKjGmN1RpmQtWZKugrUixOAhzGFOdRu6jD3E1xpRf8At0QLgw+fSLFCXOgweZuYYEcsSrRDAo1nUTK81eo1hCTB1GIinvcEJw6mHT9fElfX56TmcBBg8lBDMoYvNXTlONTOQgeOc9Gq8mf2L8ctYrkAgOprB45cBN36uk3FFYbRYbDuotDbGykUYPA7AU8BPFtzCj8aP+SnYM3mC+0WPsQMvCNIAj99RCQcfNT6ONgECRkpQntU0ygAZUM30rDG8BIBHcCnCqll9xfh6TBDVSSukL1VmKEjSOD8PRD2JI/zQSHAnKaoZFzqYLsFQLCJiTZMxcN8HitrO9Z0ck/vVrAfJ7K3u23UPyIRB0nZLtKJaiZYCeLDgJmtpZJJzYw0ge0YUE2RQjb081wyepXdiW2qJ1hujf8W7or8zr2sdHbURAm752UQ1KKiZ9knUddVxUy4YNq+U1+2hFVsBAHGgiybXYEbgedWscR27UZ46AGHIckQeI8fSs9EaPJ5OmAOOqWveFy20Y3dcnj33bXQP3gOgqiLRzMySC1yRfRL/cuYXqy9YybuDYgKUMoAXMkYKAjwMncQtD4/yBTBwSSqwxq79jOq5psyGoN49EoQ6JVr7AyVaIYBHs8UfP9AHPjyFc+//A8Sqq5lO9JVg6GQyeTk7Jtda29f4m3Ircmue9rEAB+DxmlGgzB1dMwCynLbVQYsU2KwAngiFq0WmrxEvK+YqL3C8r3vo2UitPMv+h8HjWZ3BU4EGVA1kQiMn4OKL1MOVoOYBmVELsO+gpYiN83gNXh3cT3flRgBwRKfkwyJMy86Q8UAZhPxRlXXQHQ8oRYrEERAOmS+YJg/EmgBGOCt60pqOCgPwBOm5KshiFjjgC1f69ofJnyIe7gOolNllfokWa4Gp4LKPFjhN0CI5emmBS+54r9oLdxg8vK8AntYkBHUZPFwQzGEM5+fX4pH2K/Ce6G/RIRl+yjcBAGaOeYn67eZHqVx5jNzEMHhorUOMbUEk3WMiRD7KTRmmOjHOOXKFC/AMDjodLCg40lzqEdkOIPfaLxpT7BImSierkI7qotZd7gAmhClhZjXdpDrjkfeNuDkwmsEDAMswb3QOGsFONWHb1N0hEgzQxoL1lZrIsuXk/1QcYf6mlrPbyODx7HsXfhV7xDQAIPcC0zddVjnTpe7kRtU1XowmCOC2zjkAgG6ng1JUJVqRpwIvAZ5FguiA5WAgFqjVRmbAO5q5QsP9rASxqKgpYuydSzFPxhFnVvBhC8jquclj8HQThoWiOoe+un0kaqGNzHR+A+TYNyLv6bzJmg0RcOJ9gEeDV4fM4JlxX6v5lJHSZKhCDlLIDMCjROYjkZugsiCJFAjVaweJZFcsHAKDhxJgzQnArzy4pO2DZl2XWEiAJxMxElKAIlyiVZIYMXEBHg6CMkD9HlukPTniMbdEa4S4p7YZMe4yC+MOIlUOrZ91XpZGg4Y1sFj1Gv26L93ovGefB41aeF/++pHHM0VTpDnHIC+N5lC5bHNtuxZycE/fg4myVqpg6xaZct6GMkxz5SwgtaRtJbIsv+t3QpQnxpwOVk0MHu4Bd35gH5wfrWMxIqWQ7a5NZyzWBlVlwdW5uBo8JpCwAR4ALeY5603Pi1ojDIvIY6yUoCiFwNnHHollwmXwRIpBHBFeBXlqHPminjXzOzX6po9D+aBlmdXEtwEpqgu4Qv0hs5sQlGWd8XoHlwHQbPswvDn5mPVFP2B11xbTLckHgnjpaBUCkkkWo0TM0+D6PsxS/NF37zWvm57zw8me6kWRgxFh7i/rTGECfcz28zCjo8xR0iiYOAOAi07cZP7WgA33AcpHfgxsv8m8TJkL8BSgi4oKs6RlSraNRYmTHBxvt1AKUjVxEG6b9O/eIcs0z9uyznyHQsjnyRFZlsc1RlLMo+No8OikU5Poe64BnmE1J/V0OQld2hoEyEYQS7HnsGvwzugb5nWTdqAvAE8Fd+YqY3ouVdt2VOXD1FgXG5bJMdujci5KAgwe0QDw7BVTVWygS7XK1AEIQyYBHpuRU2e95D6Dxx5Lan4boFUHqwGAF8gFw1DNUbpES5OrE3tetBk8GJfxLpfVJGGAJ5IaPBbYoH27jLYbGTw6BizzoSOErc9NA2UcBHs9Bg8FN1UrtunOkc/41PcBABfs+boRvda2N15vkgfzE3KtHbd8jf1iyikd9H0qm3mTpu5cJsq81h0LLAZR86AmRUSicEu0tA8quFnnVgwexFv3f6J2jo6NKom2bHwEG/rnEuDxg+uyKKpAUzM7KAuiiE1WoGrBN4+OrGf0FrsUsfughw5tSgbadstBBqly7ouhOedgO7YOwCPZGJGidI63Y2SITMvuJtNZIsccgCfwubJxMsRKzKKN1DgtBRduu0Zrf7a20GIaPACwfPfVAItlrTy40RqhqvRCAzw90QaJ20hQ4ECvWjRImVddtHgOkcoJiyeTEGAQvMQ/37odEU+RkgR9awJ/e/RPAIA9mMam4dcwd+yL1E6bF3eiumMQG+AZYSEqceEh/AkpXMaHmkRiRtyJun8QPLXKLVSJFheuA4iVx9YP5Fl/CKjngKJ0nPosGuGsdpZ5DB55bDqj09OCclm/WoUwWoMHAFaQeeNEhwIPDlJdB2tRKdT1mHUAnsIr0aqO91Euy1sKQRHH1bV0AJ4RYuCz0WrMqRK+kriLv9adAqoARBB9jRdn8PS7cn7otNumRCsr6xmPGAV6fgZiCVYgArXO2c4O+KLww5wDVn11JmLMpwV6ZBydwgJ4FiznXD93nXqJVr+snqGe2m3WXYuElKCDfeoYOCKUSONpAEA5nDf6JSniJTB41LlppuZSGTy+I6kBHnCTHFgqwKN/O1bd5QzAQ0kVdCsnlUYWWNs0x7z228CHA9n8Tr0sdqkmLE2YRGQS4FElWqyhRKti8FRvN5Vo1ZIVr/x793XidtFq0ubQ9pW178MOrHQDqLiLSJVoGYBHWHp7DR3UQoHaLz/jJLzukkqrhEZJ8LxsWxZlSIsS/azApA6mlh1R2y5BgXLoaeIhR+mxc+yATLf3bSrRMuPVyurzqA0GIUEu0HAJBXFblJ9L73Y/H5MM4wLMA3hcxzfYut3SINFl3Exp8JgOMnHHAN5mW6PBoxgzfomWeZ7c+yGaGG9q/dUMHpq4QAUHkTpSnWlA+QYvv2CLOQZ9rjpwZHZL+FG2KMCjk3AKZMiLINNar0PRIgLxdhJElDkilJjtbsS9R/4vAMC1XCYbhAAWEkurzAdZPH9Z79dnPoHnNaAPNEZCShlABkSOmeDYeWDW2T5kT2G3VOeiAH09l0fdKXRIhrleP1wuXWYoSNzI4Nm4pmJ+6fVjsWd7qHyYwmzPZAfKEcaSNngN4HEZPFEs5xUDHsJtk56pZF2rbYneQsjSD0eDp/pbywno9zXLsQlk1wyHPLUAnsHPAPAsMSHhW6gTG4CaBg9V0gE1MwCPZJx3dJt0Ght2/ixRpXC8Hhxz7WtrnaMVW7D/xNcgkVANACl+DV6ClYszeAow51rYFRb63haxC/A4zBL19wAttCOG12S/4mik0mKAEtQAqJrBUygNt8SeF605eICWOhaBtkiDz2cUxVg2ljjfaxVKc4y6Y9euSDGi+dnAMHhuPv23gdd9F4JQ0+WOg+IRsdZ8j5MIzBrzjqn4qZPPVL/pAzxRVQI9mKyzZfdj0mGW+WsEt8aeL7KcpqnTRl1uFDuA+L1ioywfDTB4CC8MMDh/sLlhgTk2r3Nrk42KmX8uAR6ffllaDB5zMyhFRDh+2noNnkavx2KC1oWg5gFZQAcZ4lpdeirixcUiW5MYeoJbDHxRSju3sy62Vo7WjlCLMSFUteINT+4zz/0SBpd/Em/L31H/cAklWjlt4zx6N25svxmsHGK+1HRBji3pVzDzqm9bx6kWGsvZt1sFNlnBugCVAA8Dx8DOLrAEVJ3zAC2wpI0WcuydT40uAHhhkFsmCoiBKklqTRgGzzv/+laIbIAUSTDzpPdlhMxGlE9QBYZRXaJFm9k7QFhk2QZ49mBZncGjdSUoMWWAAIDBAZQWmEeVyLLP4KHTlSgyAHxv7FnAWa8xGjxMFChJZBae0QDPcgcwYUxnFuQxLkB9lrsO2aIMHjKPIRtDCYbXRN+qfX41P9FcB3ux0cc85wA8zQweHaiXYJjqVs5uYc0bTV0HAGAgIpMBrGXsLIBTAzyEyLlmVFc9bbrcTbBYjkFeIi94rVWyXbros79GWSYiUCuYHlWCMswKJ7DT47ZPx3FU2yrzW9hd/a074vgATxI541aXaGWTmwAAY/3HAFRBWdaalv/2Z1AoR3SIxOzjmg2vBd5+c80hrRg8ij1oMVWaHNLSE4SWB6JKNC2A5+tvuqS+XcCoBiEVgycWmZzLKKl0UZSTyhyAx84CqnG04mhg43nO/pOI6R9a0vGETBQ2wJMih9bgkUyAoMgyiZF4JVqFctd8s+f8hza+GNhyubtB7HbRwiIAT9GWYJZm8JSgQJTUGDyC87p4sWc5GF59wSYAMMK0y8bH0Eosocmk7QSBYtVxtf10VYnW0GLw0G4ddGuTDNHd/+i8F4scA08DQOvBAABX2cw80EXrBzjHAniqdYmztirRKmThR2i8Ewrb2XkGu979XGnvcVB8k59TfW0RsEEQ6syxzGHwWGUXkWTw2GubXqdi718jjK/mxMRj8DQColqDR5doeRo8JajUFrO6dGlgnqFi7ugkg9ZyyhYr0QqxDWwz4LMCeMosWKKlE0CRGH3Nl1njpSxLMMKxd9npuPPEX8Vxwy9iD+S9FBBmLpK/Xy+/tM0ARz7ThxcgvmgtlXNGG1mwBJuhxNxC5dsG10D/PhqAR16H1tg0AKA3P9NcooWoOYFi6dnotT9UVorJDcCRTwJQCbjqhG0B2qjxoy2O2/VugCxx52kiVXcqgIdjZbc6f63Bg6iF68/+Y7MNFX6JVnUsc+gCNoNnCRo8AJBboHNPyyAcSomWd9+0rMFiViuD0Uaoo5lCIMuba2YzM2mEtirnFzQyc5sGeJIAwFP4DJ7ONKLuJMYxqJiGAFDmoDw1HZSbLBORYdUMRQxm3W89z5Wx6087106x+AYiQTum+AE/HR/Of9F8HOXzKMCQqgSpYfCo4d6yAZ71p1u/QkzFSkukwQTVF157Pn7x/E3A6uMxfMU38DfFVvNZwTrOmLMZPAbgyYdmrh901gGHnw1OqHmvFNQBXIp4XJVo1Z9VoRIeW8aVqLRouSxFUOyLVpvXXPkEM6KKRQ6ISZx+ZAVmE2+Mckvwve0BJ8N0iNIHeFjkzIO7ySpZPmp146oYPGXFXF2CgDLJ/gfg+ZlMeAtWUdgAD3P+7ZIUn4o/g3IRp9Bm8CyIjgxmvYkqxRIAHgLMxaudtxj4SBoWIJ03swsH4FGBls4OgTRSVQFALDsS4uzX4yGxrv6hw+AJB/g9KxPUxQB37snx+IE+8lKAg4JFdUfixJWHNgyjogewCAUkGGOodCwCogREZd16aCNuddBChn0LaVW+w3OAyNaZuw/O4fu3PYB50ZFiwIThNPoQHmm/AlOkh5S0DCXaNq04b0pjGpzJDAlo0kYpSMUWWEyDJ+AocAvgmUdXdrPx2qQDXmtEAKy/FzyzGTwl/vQH9+OXvnvQZfB4jCzjdBsB4FLVP4e7aDnWWeYKYGrKuZrI54kaO54Gz2IAz3LMIWXjuGHV86uWmMp+J38J3pS/q7oOFsNGeAwiQLYWdFgEUR3gKUAxNV69bzt9If0s833BDABYemLUdnbU1JOr4wtmvSEd+n+ffhWuSH/bCHAKKjN9QigGj+eP3ta+0nRRKaOlOVaABKep9YzWuqNZlhWFk+XQDvyAjmNFvrPa8GgreFeMQjbu6mV0Y+aM+15BQAmQTUnGw1T/cUxjHkcQCRYVLRmcZL1ZbN8nW3pLkWV5ffZMnQKsOKrSItGmgxdaZ/D4wuHaRKsO8BBLg8cEFQ0ghB8s6Pk5ThTzQOQoIbvgGUBQOanMYlNxG6zS5S52Fv2Vf48HnvuveOGZDeWWh2IW+7QtUrRabZCopYqMeV2glzJwKgW57aWSCxrUY7G7Upah65a4XbQWA3h0gPrIrBrzJAahsg19P6vAcM65UxYaskJEmOy4oDRoBGIBCCxOqoQBALL+jNp+Okr7bZCVRoMn7tZbe19Gb0Hy2I/d80HhdLEBgBWkYjoctv9qYHDQyTgCwC6xDH9/zCerMWmtNTzqqBItqaeWh8a7V6JVM/UslCC4hp+IF6cfkj+zCMADuCwshlIK/0IgskBMBDR4/NKsSmRZa9bIcZJ4DB4e0hgC6gCPr38BipLDbcOunHgKbtYWHQDoOVADPEvp+BY07V+p7//L93+Cx+68ChwE3514Hn4nf6n8Ha3juMg1t+durhg8hEaIIoqhJQy7eeWY0UOUv+/5H+NrnZeGweN32ypzt016dwXAIsREsi5D7PWIcMz3rLU8lPvymEJEsQu5uk7t8WkAwHDhYJjBU2QoSNQMMFgBWmm6aAV8NBabOEEnuHRSoLQEfJssSlphf8C+3oRAEGoSSBQCH3ueFIUVIIg1Y5YlJo4hutNWoEQLkPEIQZWI5GqcjjcwePQ1KC0GT5altf0uZtzziftLBHh4ALQGABCKyW51r04iD+FV5Tfq26XWeGKxYfBwGpu5bV60ARqjFQB4zPOrAZ72FKLOFBgRLijGczCeOR2UQ6b16wDlX1nOmmbh+wCPU6Kl7vNOLEdLJW9stliULwQZPDrR4syLh53p/A5VDVBafBAEeI5aM22EnaOjtjpspZy2HTKB3dKcqPWd50NTNqkBdwGGSFVtUCXf8NcKOCqSqcaGIyiHwPabcfqEBD7m0HWqWvqkixkyXV2XKMKz0o/i6WnVifbf3/s8HLd+hXntl2jZGjyJJwMxTLM6wENdgGeeTSuR5YAGj+BGZHlUR2zztRGNkOzk0ijd2p9PgMc7bV7aJVpVYKutS9JaizbfClSizLvEchmsFKmTDcsQOZPw367/VdzHfWecYM6mywJ4JfsuDiejKV3CCuKI7WDoNpv6c0pHioFSFiOiNFxuMIrB86w/xI1n/j567ap7yyrMYoBElmep68eiei3qFD20UpKo6EFQ2bY2ItzQ1Ili8Gg7ICaRtNpokRx7F7JqytAaBIhkXWXvIObRQURdCug6sh85aQUzT/oBo6RaOEM2pB1EVIJJmi1AR2TWBQhKv9sUgNKicBaIEKN0giTTPYoSN/vZ2+0APAwcz5n5Mu5pvwbTNkji3U+TKaGawcPBSWSCVV993rGuy+DRk7i+ZguqxTysyR+QAfooa5ECJU1w8pNeVPvsp2ITBqQdBEs05d2nUG+h26sX1v3LHAaPJchmeZ8JchwIlTECGPDqOpW+aKQ1Pkv9PBlNiHBglSPC9yaei3vExur7TIm+qi5aHdSdfe2I80MAeHpog1rZ3FECbkU2dEQONUAzZOMgmgFyxSeBy3/LOhm5P+YJonYSF+ApwBAzinxiAwpBMT18HFe33oH/bP0qAKBUAE/en0PWlwv+UJGoAUsDxB+nev7VJVrW+GsCLf2OXwBM3fXhU3EF5DfoR/gsLuqVaMXIUAqpwWOYMWpxj5pKtHTwaQOpWy7H0adfYpzA/4pRS6OtRXJwGuOotctMiVbulR7qNukxCge0bSrRsi0YiMduiRZZRIMnUWCZZtGWJAZhERiRJVpGx0Jw8EWTNRSTbZ2ZV9eSxU62L0o67nkF2gd3kCLNS/TzCuCZmF5R2y6kOxcjx2DoBh8rUAXsp+34OvDXr6oxFgowXHrsauCYp6mDqBhDImorYEWWaA1oIEnjMXhqpqj6+tw1UzGYSbd3K7gD8ESiwI6D8rldv7w6DhJ3wSh1yo/1vasBPJp5IQKlCFi8RKsCiupdtC49bpUjUK3n3TPp/VgDCSh3vK6mmWJeB3/3oncBxzwtrEWoTa0HuoTjbY+9Ext3/SdStPAPa96BPy2fK39Ht2xfBOCZRhWgUyE7zhAWOUynjz7vJFxx0jokiTVH2cd/5Q+BtSc5+9VaE9Rj8Oya6VUlWpf9OvC6/wRojJiUElhsSIJRCxQiIYSnxuCRz4UOxBPF4Cn6c6YExzHF4PlI/gu46Yp/qhjE2qw5NNKC9qHjYInRRqsYPPK6FWIJDJ5Wuw5ms6R2fhwVwANLZ0bAKg2PWtDhm2mI4gBF1T2eh7VGEFb3STzjyj8tLeH3xvV0hNmM2KvP/wsDmn2puLzpKwBU97iQEYokHu0jAqhKtACARkZPlJPIXMt9Q4oBWkGAx5ge9/sfRHdC+hsSqFTrVZmD8dTtohU6HzDct0+O8Z5og1lD64ASGBY+wGOPiSOfhD+gr8Zv5K9GHBGzT22GwWMSkwp0VDGXw+Dx/Hzti7TEIBwXWsmtiFEDHgFATl0Gj21mvc2HpozOADyEGg2eScWQf3/xetz70p+gbE3JeSoA8CzbewPw+UvxqrnPAwDmRNfxmYek48RqccRwp9iMnbDW3LGVAK18En+uLssC6O0HvvRsrMV+XFWeiO+WkvWUZWkA4Ikdv68XTSMhpVu9o87bLtFajLABSOBO7aD2mX2vQr6/ObxFf+X/YiOErCGEXE0I+SEh5PuEkADtJPhF52VRliClq7zubxMVzWgaIB84TaHeLlbIG8Bzp+VfisTJ7ty1+jmY8xcbQioBUWWviL6PryajBZlE1MDgmVdtek2JFhmpFUFppFgpoQXO2q+vwdOawMLE0Y5zsJrMYIAEf/S9+3HzY9Ipilgd4JmkSxODvXGtFDSOigWARoZFU6iMDlEiy9r2iSkgaqNFCuxbSCtgTwVkBZEZ5wkywLzoImbEeeDbyJDTVlAbplai1eC85KQFSmXnMp3pczR4Nl/qZqcpc0qBzO/prlVRGzniuoildloZcYAf1t8LkdsAT4mXsG0AZIcFY8k4rueVDo9BtgkDJUIqw1sdVoIAjwYSPAYP1WwJNRkbh6MYyJIJZcMR41IbJxHGunXAogCTI1ZdB7uESoOKIzNs1vloB1oQiiiu3uceg+d2cgxuWfFMuW9LgLVfsmaAx2Hw6GvsakLUzy2C6RKuxwpRvQZ4iawQmBR1OqfONpVehnqU9UXb6Rw2qp31y+5+K548/8/mte40kzJrblhxdDD4peNuoNtJmOMgl6BIGAWLWtguVmL58AknU8FV4FoMZtHa/1MAwP3iMKRqHy14gL02fW4BqnljSYcCUxynX823r7/wiGqOr4mTSvPFbDXgqbPmCWyRZXV8ykmNLTaVk21qBRg8/w9ZCxlKxJLBQ0pEwRItAk5kMGfnQrhSkRhlG1ZN199Mxp01eDGAJ1KOv3bwShqDRAlilJhPCzP3CC7CZRyWFWAYb3lzBo0d7YTYK9EKzf8dDJEVHMOsxBRVQUcALGwF9LwSkdcYPLbIMgBgz08ReRpSk2NdPPe09cBTfhN4993AeJUs0gweCg4OimFIKJ8sxuCRzzY3AI9KdCyBwcOtMcNQ4ur7pW9y5OrqmpC4BUKZ431oJ16zJmtt0tX9rJdoNQSjpk26FllOcO7wj83Hn375mXjFORuDDJ4ro3/HRewuAHUdOFOiFVobL/t1gLJGEICDVqU63nw5RAsxo4alaTR4FinRso+PQT63hMWIrOt02uHTAICkFeh0CADrT6uN7YrB464r8/1+1b3ynDcAK44CmNTgYSidufhOvgl/X16i9mdfxxC46L1XWCU3AIi6TyybayjRypGTGLuwAumqk+ufr6r8HqLA+DDAU4H5qRLF1XN7iYq122RJ0q4zeGhUGy8ctPLhLIBnkgzwyfjz6lgqBo/xdez9WH/Piw7sEi2+CMBj1kHLbzTA0iGUaOmuoyWJkLVWGFbKYt21iiZdMUJHSiEYU2WkAADKzPiyGTw3PjHAfGmJu4fsnCvlv0c/xWlxrxNBvMgRlSn6S2Dw7O7L3+2jXcUMAF6cfQi/mr/BKRMEgEnbxyUEc6ddiQV00U30umTpNuULKMFMglSDQ0Zk2QO+73rpNWa+0wDPWH4AMyKwHnhzkZ2MKTyRZedrer0thiaJpscVJ9Rc94mOHIscFMmqzSCUKQZPfQ064pF/AACsKiWLew5jjsxESSJk1jPoMEPNm1YJN+oAjygL4Ka/AB7+EZZjDgcwgS+VMlmSZqnD8JEn6mrwlCpOo1aJuy2yrEvTRjVMMrvWAE+AvWwzqNd1m9fr/08DPAD2AbhICPEkAF8G8Lqlfa3O4DFK37QKbG3rZAdH7rEAw0pFid0pVkgtiCJFbgklZiICUQ77o3w1uu04UC5FULDRE0bIbAaP49jo7i8WwBMqATK/HkWGQvgL2Xvx6fKF1Yf2QPMZPIbxUe27S1IM0cI3btmOb94pnTkd3Nj7a6KK+rZrUrZlZTyHoLFZKHRtJmERMC7L20pBcAATQNTGKsxg7e4fVaV5Cl0tSIwWckyih3nIzKF939vIkJNWsHSozuBxx5QODAqagKlysArgsZyHU17iamiQsKPA9QIQtVGC1TVgNHPFyn7uEssQDfZ5DB5RtYe1HafWOF6SfQjXcakloYFIXeKSIEdJLGHNkPOshdh8kWVdkqKO2QA8+cBl8CySrsgkmwAA/RJJREFUCQEga9gDDkoUxfjI806SgaZVww5Uz4MN8OjzNGZN9LqWmRFhwCnApW0npESJyIjNDi1GQ1qISoOnVspiAUZG70vduwbh5gIMhZrDdQtzQohh8GRFiUlRL6XSz9WhaPD00DbdnQAY5kHIDu/d5R6nWvyz2AJ42vWAFgDImMtS7MR+8EMQRxRxRDGLMSSlq0UhxlaBCwIy+wQmHv1PzIgxnHzKmXhYlZaWCoAm3jg1T15g0fRbZpr3FZiSoyrLMQKju++0OhWGx2/uMVR03TtY9WxxpcFj2D5qn/a9cNqka4fzZy0HOQRrQ3ahIVGCFnJQ8Hp5jxJZTlBIgVplS2HwjLUD653XJp1E9ftlmwZ4NEgsS7Rkl8WsqCjflxU/wtl3fHjkvgSNTbcSMyZZ4pT7sTgBt7uDBcbOGPpIC1kitpYtyLWlswxYc1JtWwD45/IC83dCCgxTD+AJaGasForZq9gmk92O7LrGImByvbtx1AYjCuAhLAzwLFaipUqz9T3V/y7G4AEsxiIkSLNjv3RgV05aHRfjDhjzRJZ9gMe0SVfHr9aQpTN4iDkGQD6PdtA51W3LNdoBeOrPtq/RkI8CeNSxFA2+l6O54T3TA9JCxIgJDA1LcTGAx/KrIigGD40QWRQC7b+4DB5vTvHGtgZ4aOxek4lHvoMNA9my2azRqmyTgTu+1Tvzt+JeLnX/bCCKkACw4o1H4oksa7+D5fNh0d0yM4EpIwQa7Ljl6LcBL/g8cPi5uDWWvqUu+wqC0laJlr7Xer5erDwLAJJWB9xfd2hUAy3cdagBkGYJdBxjfJ2GEq15dEFEBfCIReILoc/FAnhMSckhrDfzeniq8+Hq38XEqMsidRJmxihblEEkCANe9Q/WdyLjK3MSmWtZgi7a1AOtCeC9jwNX/LYjMqzjs7JIwUSGYagboX0+YEYbcIjEKdF6XKzB35aXutIVAKbH3cTNB595PK5//5Mx5ZcOQ3b7LawSLb13U6LF3OtNpzdgN2SCjKnPxoe7sFssw2Jma0iVtNUIuJmESpEGGDzMAEDLrfPsJsxUDIRKtNbsu1oes/puJiIjwA/IOdSufhhdKaE+89lz3rOWWZ2vM79ESye8rbVBqPvosjtlTAJRmtK0xTR1ASDWpJIAiGY3uVgWN4OU/58GeIQQpaj44BMA7hq1vfme30WrLKtJ1AA87qVJysUZPNp2YCUyROjuvB70sxeZ93MSYxWTgcot4miMJaxOiyNEilcdqpmWlaJW+yo/V/sk1GTaQ2aXUP2Yn4LHRFVy5UzuXmtRMwi9gMqfRB1UVX1nKYMdAIQFGsymokJhNYOHRcC0bDM/QEs+VMrReMeu90NPfaajiiqrO5zsxQ6xQjo+1oQ1RoYoWAuDAPCgHcImBs+QqPbwJJbiqVaJFvEnHmvREoQFAyJD4Yw7yEmElkcPr7q/VSVau8UyUFGAzlelSC3Kq1aPtgJ9MgGAVGVSgVJFjqr0KDix67Kb8dVeiZYL8AxELMdSPnA1eBZbcKFAhEBw/pevvxCvPFfqtXDCXI0cWgd4cr8MLsDgicAdQHLFuOsYlSQySLoNTv35Tx6uMoD+s0iIeeaFDvyNMHQDg4dEOGJC3odV06ojG2BElqN8IagJNK7AGZ1Z/ofyYjzKV9e2s62HNiJrQamxBkaYbnFb2ALcDQAPui6Dp5vUs9sxI4ipFOHzGQKsPYG9mMKaO/4Myx77Dm7jR+HFZx+B+457K96YvQt71lwMAI5uCgDQwX71R91RXIzBUxKGVAF5ukQLt/8N8O33qYMKj19/ju+0dBZJ/l4bOfKaBo9cJyJLg8cB7puu6wgLOs1LsDZkFxoatZCgQBTS4CEMgsaIPJHlpQA8wbnEW1+o3ZL5Dd+vsqvK9LqiGTxCMW60LoB2CjdgN8aGu0YfD4sMrb0q0YpqyQnnvALn0BV9pEWJQV5iDZ2THagoBV77Lfzgqd/BhcNPO0Czr+VQaPF/ZXGgAcE6rgTMV59gjqvRYimyzMDB0QDwEIowi0KZp6em5znDJnn7zY1ftYODCCWGprS6GuM06YJS5ojGmxIt//x10kN3izlEBo/ZL3M7IJnOdVbWPgTw2IzCHFGV3R4RhDYxeOyW0sRnPAqBmFIDxmgdtlGdHAGZJdbrElXdB6lXoqXBnlZrhAaPN7ZbRCZ7qJchX/vg3+HMednC2IzD5ZtxCW7GJrrLmV9Z3DJj6BT60MjzqJUM+gCPZvDkC2Fwshhgy/rleM2Fm3DmEVUQy5NxmWAjBB+Z+i1cmv6+YTQAAcCfJYbBo9lDekwvOsdBsv7i0ltPAwBPLcEX0gyzxmMQfLH2uWBr31CG2WI0wKLvE7HKdIMsoUVMP1Oasa59R/v8vlA8HYBmGUkr8jx8PQlZ9PeLU18JTB9evWFvzyoGDwcN+vU1a0/KOc8qVdIADy9y2Wl3Ee1Igeq5zxApkNE16icwvPOMGMXqyWp9KDz/tRTMAniUcDMPaPDALdnSTRwoeB3gCSQtuJ3wZK1FS7RQVCLLlQZPtd/VUy7AQwhTSYjFG47EpACxAF0Bhsy6LmwE28zs3WfPlTns6pVMRCZWyHKPwaO/azF4NGHDET5WSWfCS3MtQmu5byapGRjzmZ1gC3RaNIe46K/8Nxkh5G2EkBsJISkh5C+9z5YTQr5BCOkRQh4lhLziEPZ7GiHkOgBvA9DsXVhW66IVElmuATwNF1GJK9oT0i6xDDkixL0dYAcfNu+3IordTGaY/7bcim4SBdHsgh46wCMsqn6pBsSt7XOAZZvkm9ESGTzeA+uARbbj0Z4E1p1avVa/KTzwwp5EGSVGD0W+ISek7lIBHkuHZnePm1ImXmjghBmAxyx6VpbJX7BLEmGMDHAY2YeHxDrE1FXpn8AABW0HgQeTuWzoopVHukY7Np2tTM38ogBPYAFOqhKtElGdwaNBAuYCPADA5h6vdsOaWthKZ9+MR+0cW8dqZ0R5KChbfQLuOOkDwLHPcGrLtcOa6A5IIpIBXDF0auaPPmxlfZ+elSQO00Kda0jdCZTobLMF8PjPgDXOdQkjQ+k420eucssSS1IBtKmnSaIDH0rqC5VmulQMHh1wNJVoxTh3HcP33/MkHLVWZl4IgRFZnsj3BL+n63yJGjtzortox4eeaCNiBKcMP4db+eaRGjy+6TKaIlmcwePQqAG0Y1ZjM8aMImIEBSiWl/vcz+IEO0Q1Xj5dvACMEnAS4dv8bMQ6GPcWR9JT14qQmnPSxOAxwrIkMs6cAzhooxGCpa1ecPjeZ56ENz3pKGxcKffbRiZLDIndJn1Bnac9f/0MAM/Fv2z+nMPSmVy2USJQIgKJWmiRHJSIADNNa/CESrRGdw0Mis53ljklWs71Hl8LTLjV2NpRHQr9bMUAZYiVo0lJIPBrPJwIrdgDeGhcMa8gqe1vuewY60shgKeHNOcY5CVWkZmqXKo1gXTyCGzHKqc1rS8Cmw1GJ5UAYD32SgBXrXuhckhjUVvqqYFDEIohm6hvs1iJljrPUrglWrEGeEa0Av/+/ZVIdIQSmRZTtbtoJW2TVdZWMXi8+VH7POp4623SRwM8pk26athQfa7+tkHGQPml7cRniKu1ckQThSamR1MbZUAy/CJGTEMH/XlrhPYCIBk8Wtg4UmVSUmOxzuBpN2nwBM6njQwcUT0oVZYjqq7F5b+FMQywnhxw9rtsvGv8t4/GX6x+KrRDH+BQzBINdOn5Oc7nHUawsV13oL3+RPzGs09ExKgJgG1fVNAYD4t1cIaQfx9pDJwtiwRmY/ks65KrpTB4aNzC2GCn9yarzR21dSjEjmMts90Grc9pM/bsLlpem/QHD44GBnUgTh2AR4s7Lx3g0SCEZj5y44dV5/ewWIvPFs90tFTyPAuXuxEaDHb3to4wf8eR97l3j2Edw1IkAYxZDJ5SATzsu7+OmKf1cuWAaT8xE5HD4NHGPDbcYqVo/nizGTza5+QNAE8SAHgAYJdi9Rhr1dcHG+ApWNJYomUYmEUqG7SAVfIO1vheM1WNzW4iwU6qNHgW8xsSFI6GIicMuTVumA34/+rDwK9UQLLREh0hsgzIuUzHDVmWuU0N9Lk7AI9O2llz85bLwQkFERXAsxRraYBnkRKtUKdFbf8nGTw7AHwUwF8EPvsTABmANQBeCeAzhJATAYAQspYQsi3w31oAEELcKoQ4F8CvA3jfko7Em0D5Ehg8rbLhIr7oC7j6BddBgGJWTaQFIhxNttc2bTPgjvaZOHX4OVzNT8JYK6S8TxYVQQuekgXwcIOco6KDq85ShCwusuzuuKGTCWsBb/yR9UU3s6fN7kDFiMuQMQCPWFoQKazAUTbrVfsyAE8ETMvJXgf4xLqW/oQh79MOUCLwIF8vs1nWYjuGAQrWXlqJlrdIE+Xo6hKtDBXAQwmF48pY3+UknPFmemGNOyhIVFdhd0SW5eSqAZ5o7jGzWZvycItvQ71XKDtzy4fksTWUaOnjZwn2rzxHTnyEGFDKZ/CkgknGWT5wgolLTnBbtYesoGEGj7OQw2XwaEffZu202x6IapdoocpqMMeh8Zh/iLA/1aJ37nMzp1szBpz93HRbkfvWbbMjlOC+thUkg4cQgs2rxs2iQqB0h3iBldkOueEv/BPw7D8y33tH9E8AgJUrlqtjZGFtAct6aCNmFHMYx4LoGKqpaNCXcUw5/I5gYBMQ4c0zXU9kGZAZ+ZjJiuzV5W7nszhpYYeQ57VzyytxszhGgq3q9LQYIfEBHjt49cZRI4OnJe9lCYZUZ8RD5Vg0Qoj9sHzK7cK1arKL9z79uOq5UOV+gNXJS3UC0eLBgAeqNpT51OzJvw4c/RQAQJ8F2r0v0UoSASwxQW3hCyNbIsv/ZQbPK/9BJg+sZ8cpBwlce+YzeJhkCRqdlSVkBK0fq7qV6DmDxc5YIizGL154VPWdwHPeFimKIscgK7ESs8B4xYbVQbY95heEOyfl/XrZpWsCh2EP5lrrai3Dg6fFIqwhM3hF9H1wQpEGS7ToaIDHrPNusCY7wYUDMG3XPjZv/o5RItPdL63vRHG3Rq2viStrMyVaYQZPY5Ck1mzDZGXU9cP092x9q8Ca4wA8JAm3nfesaJhjbL+pDvBkUoOH6m5hDKmIF+3EMoYhSslDVQweDhJFjgaPHof9zLq2/j0MADyCMG9ttM7RnsdtIN8692UT48FEVqhCC3ZnLqDWJl0zreKiFxZZTiaAyz5U/YYGeKzj14m6eBTAw2Lg3DcCH55FGiktKuZqeow0liBRZReGaRDU4PGui6/7ASgATR7zZqJAoxXWfGSNfb9N+v0HRgeZOqlLy6rE72cp0dLPlPYhdenXaqskU4CgBHOSW7zIw8F9gwbPdze9p3oxgn3GaQy88PO4avnzcZfYtCRJAGN2iZby36L7/h2Ay75rMj3P500MHl88ehGmkp+glBo82m9VDB5TouUzeCyWiwXw7BbT7o8Euofa86CwGDyF57ea9bZIwUThANi2n7V2ukraM0pkYwSlwbNYN8KT17QcmQlOIsfHd+an7nJgzGaNa//QSwp4YHKGioSRZxl4EWLwVOPohA3yN7okxcL4JuDDs8DyzeBghwzwtLkGeOrXwfG/RnQFXToc+180IcQ/AgAh5CwAJpIjhIwBeCGAk4QQCwB+Qgj5FwC/AOC9QohdALaG9kkISYQwhcizQDjdTAi5EsCVALBq1SpkmZs9vv2O2zA/ewAAcPW11yNrPYDDnngYW6xtkmIeIbv6hltx64IMYi5Pf9d0JnpMrMEWD+ShPMfc7CxmIR2Thx+4Dyd5k/n2nTuxd6G5jCIVcaWab9mj23dDcokEHt2+E8cByLMcVy97EY5aPYuZciOOBTAcDkcCPNdcd60ToHFODAx4970P4Hj1/lXXXo88mTI35tY77sJCvBkz830cYe1vKKrBT8Hxk6uvgS5au/Oe+3ASgGjBpcznJKkygt45ciFFhAurLSUpU4AC99x3P/bvW4kLrO/s2/4QdF7D7oS2sLCAnBMcRyW75SGxHnfcditOna+APEYEFjIxEuC59pqrMZEQxNkMLrQ+7xUU0wAGucCPfvRDrEFkWjLv3rMH1xx1GY5Zfh9+um8aJ+zba3Te87IqPcvBTJbx7h2zeAaA+6YuRrrnpprI8l333Iu9B7bhp/tLbFST3kE1ztK9FYvstfzvg2myG++8F8A6k1WbXehh27ZtKPfsw4n6mg0yE7zt3F11dStoC1HZx449e7EQL2Dbtm0AgPMFQwvAbbfeBgBI1LgdlASDAph74hGIshpfjzzyuPmtJpvrZ7juxltwrvf+DTffit59MwCAc4XbxnyQKlFt61k7apoBVmO6e+9/EFpqUTNJiChx3/0PQPe5Ozg7C3vmyDjBAwcKIAZKL358T/5mvIx/H/cenMAx6npoO0a0MAVgoZ9h27ZtmJ2Xc0sEjiHa6MKda3JBsbAgr+vanQ/hOADz83PggqK3MI/JVN7fqx6cx+TcHtgykru7x6K30MJmSMd2UYBHtHHn7fJ+2ey7lHbQXkQYLlWXfBc7DA8d+SrMTR6LmauudbbZqv7VY+SYZRTbtm3Dg7uKmtOSDvu4/dabcYxgtfH+4MOPmGD+vnn572233oK9e+R29959D7bNPoDtjz9RO0792xcK4syEaR5eKB/deQDHQM7futXrw488VtvuR1ddg0sC31/op7BdpWuuuwFp+2Gs3HsvNExTgMmxMJAByszuxzANYP/+A+Z4h/3q+t/1qHwu9x84gDu88eXbKfv3YTmATrvTsEIubr2sxM69B0xQO0jd+fnhRx/D7MIAK7QGj5Y7WwLA8+BDj+DxYls1NrZHwPYfYtWen5r5YMeuvdis/v7xNdfhsO0PmdcA8Mgjj2JNdxXSTDF5co5de/eprhWisUNdyLJS4Kd33KaOX84ZN956O2Z7QzMXPPLYE3iovNqsZY9t3w7BV+MI6rLpWuUCHt+1F8v4Aeya34h71L26a68caz01noYirumz7Hz8YYyyPC9wGPZgN1+Owa4DOBzAzHwPt3rj4ZRlp2P5wVuwd+9+M38VHNgzX19jd+zcjahYwGoAv5n/An4j/orz+RM7dmID6iLLCQoUYLjGWt99s5s7RKTA7j0StL3n/gehC9VuvvU2nLRrF2x+li7X8gGeO+99CCdB0up/tG0bhBC41Pp8Zq5ai2xjRQ8XW/u7/fY7UFhr/E0334L5BxbQ6e8w68ztd9+HU7z9JBZLNBURDszIJFqe5bXQUR/HFkGC6y8Xwmwz8+ijzhyeiBw7dzwhBUABoCyQIZDk8WwMQ8yKFjgIEtV1c/fuvbj91orofsP11+GRLsXdD1dziz2Pbdu2DRDCccC7SDEQXdx2y22Or6UtQ4Tr1Lkk6QGzTVZUz+AUHUjNDW/dnJubw/TIswL27XoCmwDs2rPfXLMLEKGY24Myr4/pFDGu+fFPzOuz1b+7du0235+blWwVyQhQpUQCjne+f2bezLX79sjr1cvkOTUxeO446f04+c6PAwB+eNW1eJJ6/3GxGkeRndi9dz8evfEmnKPe37ZtG070StIeuO8eHO3td9u2bcj78piPojvAQfCTOx4HZ/KZGp9/CGepbWfFOLJMqnbcctsdKMjG4LFq0/eJDy1AVpUDPvz4dhw58tuVEcXEy8sSCwsLhlHSoRaYA8nQtdl59993L9YHAPlbb7sd6/cfhB8d7do/Y/5+YvtOPGA98+cMM8NbnZ3rYdvtj+Fr8cvBUTjM/OOHf4G7268FAONr2Rbl82ZeW8gELOEK5Esofa5KtGLce+892Db/gPP540/shMUHxb6Ds7hzxLruM5xkFy0lslzkcnwU8preevON2HNftf2gqK7t7u2Pm2B8t3AZPAsFxY3eMQytZ/iJPQfx+PwTOBxATtqILL9Vr7eD+YOgYhlKVD6sSKt564mHHwTU7L9t2zYcOzdvNHgKsJHFb+n8QYfzmpUc81YHtjvvugtQjHX/fuo5YP/BWef9Rx9+GOtajxrfIkdk1uXHHnsU83PVOM1Kgau3bUOnv92sE/v2SxyhgxTDnJvrdzYIyjwDW0J7dG0d3gcYMEzTGu9+UC7OGAR+BoCHEDIJwEn9CCF2HOp+LDsGQCGEuM967zbAzIWj7DRCyO8BKAEMAbw2tJEQ4nMAPgcAxx57rIhbLdgkhuOOPRb3Hrgf6AMXXHSJ1BK57l7AegZDrUwB4IKLngS2G8AN12I2WoE9hXShXpm9H19/OsNRP3iT2baTMCybngZm5CA4+7STMfdT90Ydtv4wTB5YCasjqmM8mOIANm05AXhcIuLHHX00sANYPtnF5qc9H8DzseaubwD3Ad1uF+l8M8BzySVbQVrjwLckOm2jh8efdDKgNPQuvPhJQGca2CZfn3bGWZh5OENrbMIJImwGT7ed4KKLzwWukq9POvk04C5gBZ1DKYhx5ARrAYFWiUcdvQXp4zE6qqShci7lQ3PCSadgy0nnANcA3yzlI7xxigEq+U9oBL2OjI+PS8aBet4eEWtwzllnor1/GezmUq3xZRjMNwM8l1x8kRQ+6+0Hrq4+j8aXAylA2+PYunUr7vh+hFjIH1u3bj3Ov+IFwBUvxsUAsOsLgBwSoFGl7VCQFmLFbjr61POBXziAYwjF4x95JhIPCT7xxJOBE7ei/dB+fOamrXgWuw43KH2H8VhRNmlcdbnw7KzztwJX3WsCmqnpFdi6dSvuOnCtAULaYxMgBQU4sG79Yeb9qDMJLPSxfsMRuG9Mni8A4PZlwIGDOPOcc4HrrsZ+IcPc7Xw52hPL0FkxCbKrGuhHHb0FeNQ9Ls5aThvV1vg0zrnwYuB6d7uzzz3fdMMY/CRBXFYTcXdsHJhxnbDVaw9zAJ5jjz8BUDNQhioTcsIJJwH3yveXLVsOzFTfIVELaa4YNawaWwCwF9P43+UL8LqNG7F16wnOsT527SQw3InuxBS2bt2Kbz/8Y2AeiFAgmVwJ7NvrbM9ZgvFxdV1v3wvcC0xNTqKcmcFYp4WNxQEM0MWFlz8buC8B7qy+O/Hk92BNuhd42NLtGWF9tHH2WWcA11/tAJutqTXA3tFC82MT08ACEHfGsflFfxLe6McJUGbYunUrHriYgxIiM9P37sE3b3MD2qmJCZx3zqnYe2P9mE857Sxcffd3AAArN50APAKcfeaZuG3wMLBrB44/4XhsPe0wXFXOAx7GY8bnDR3A6o4YtzoIrb9HnngG8MiXMYY+dmAVCkFx/PHH1sbqJU+6FPix/DuLJ5HkcmxPLlsFzN9vtjv/wouAibXAvUOjGleSCFu3bsVXbz8AHACmW/KZPXzjRmzdKt2HH33vO2YfJ556BvBTYMXy5dX5NNmjU8BBYMWKlUD/wdHbNljcGce6DdMY7pKszVZ3TKZUlB25eTMeKFPE84VpgQqoMsJFQMWjjt6Coy7YatYScz4/nQV+Kv/ctPkocx8vftJlwLX3AtZwOfa4E3DdL56N3/nAPwEApliK8Q2bcGD3LYfG3gGQtMdw/jlnAdf9xGTvzjrrHOzaf9Csf5u3HIu1Z1xi1rKNG4/ASfc/C38afxqXsDvMviZJHxfSx7EaB4CjT8ZadW70vr3ATdebLpoDtGrdE5ePt4ARj1wUMSzP57F/6lQcvvkY4AlgevmK+ni46NtA1sO6b3/UzHmUxRhbuc5Z6wBg/WEbgP4+YC+wJyC6uWHjJmB7vU261GWJcNElW8018c0uwYxRYmJiApgHjjv+RDPHnn/euVh+8w3Azvr3u4zDxulOOuMc4C6AkmrMfOC7r8XHYkkSn1y2EheEno10HvhJBfCcddY5KK+73Xx85tnnSAbZ3E6zzpxy+lnAHfVdactJC8uWrwQWgKTVMvPI7OTxmJpeZo5v30+Y43tyEkkRUsrMNnddM3TGdpvkOPKII3DTvsexkGcY77aR9aNFNXgiwsFZDCEi4yMdtmEjOmeeDVwjJ6oLLzgf66c7+NpjN5rn2Z7HzFj6YbVfSgTGRA/nnXcBcGP9d0uaVN/r7QOukX8m7Q505/bnP+ksnDcYAP/sfndqchJefqNma8cpcABYu/5w8zuzP+xgqiUQl8S5vgDQGpt0non+Nvnvho1H4GT1/ufuvxY4uB/tJIJeyCmLAEv7bcXqtWY/39h1C7BrB5KxKSCTQPAbn7QZuM797ZOf83bgpJNx4NufxJMufTLu3vsO9O76FsaULMGadYdhzXkXADfI7bdu3Yp9P4mdczh68xGAN21v3boVV3/7G/J6kIOYba3DJU9+arXB7tXATfLPeXSQxDGQA6efcRb+9dzjUX4+ls1KCKuVtUWJhCc7tDDPm2Z9H7n5aOARLMlefM5m4AZZTj0+Pg7KKFACU9OVj81BUYjIKWXftHED6CN1QP60088Aytscvw0A1m/YJNvtQN7TDfYzf9cUMNiBTDAsW74MW7eej1vy+/CdR+93YhPt936LXFT5WraVhZnXWhPLYYeDYpTumTLNLMnBcNKJJ2DrqSrtrOKso487AbByRitXrWle17/17zXNRW6VnCURld/9z/8AIHDxBefh8OVuefanV27H0avHceL+gYlzfQ2e8eVra8dw840/Mvdu9WFH4PD2GuAJoDO9BrCSvhrgGUuonGdZbK7r1Td/xsyPp592KnCL9O+3bt2K4aMrsPfgjPQaki4w9OQ7WpNAKv2qDnPHCI3boGQMWvHjjDPOAG76qdm3bb1tct1asXqN49NvOGwdNk9SM//aDJ5VK1dgbz5r7n3S7sr9zjxu1on1hx8B7JEsx3Z32vxu78cRxpEhKt1nbZRpiYV2uwNPzx88GQOGQMbqDUica7LUHyOEPIUQ8hCky/GE9d/jSz7isI2jDmfMQoomjzQhxPVCiEuEEJcKIZ4uhAi4BdIIIc8mhHxuYWEhUKJVgCyiwdNYRsRiI1RnynUA7MEypOOHOZvGhDsU1G4S1WmqhKCMOmgy0uCs6hItAuCIVTKQPnKlhcPp8yEUR69opib69GBHkNqmzPm0MfWZL15rB4kJ8yiWamLsDPfiACaNIDNvEu6KY7M/yeBxAR5CI8nx/ZUH8c78bfI7oorYauLaFr7ZRwuMklrdPmedIIOn1ibdo/rpjiGlqpXMSWTuHfWpvxat2C7RalmtS2N97QhBSeqMBn1dY0bwQ34qNg2/hkeUQDbLFpCKCIKOWIhabncUPQ7slu6yXlVRG+1L2VQeoEq0tKbCl8qn4W+P+E38fXkJOGtJcWzLuaiJSwLg3jEXiBYv0SJuF62qg0l97Fk/Drz5avTecI2TaaZ2TXdNw4mZbYPdPwAEyq2RK40tU6Klrk9MymBJU4n6c0dIpcy/ttyJ/fF6eVMyN2LrTiwzN2spdc0LaCNWY9nRnvI0c0J2wbHSaVk7NuI3fuUB4NckMhJZZQeTnbhWohUxgpiRYHY07k7gs8WzMYynsXeVzBEzSszZ6SSoziICwEfyVwIv+1q1k9AYCBhVgtAMHH0kMrPEAudojcEHj3oNcPYb1IkEWuN62+suOhlVz9JARvYtp4tWLDXfnv+5kTofNdPzyxIc0SaT2lctU1teE7AlDEJ1zLGfvRLU6LU0WmMpjVWiZV/DwHloMep/5xIMG+8/AYyvwTTmggLko0yERJZ54cxPlMXucROGBXTxhKULBcgudO+b+6h8YdHY9bqxQDTAk9R8Aeo9yyFj4PI4jB5NwD+IWkB3uXP8nNCw1h9lZh9Btp+no2EnWTjYyNICmznMUCLX7ZCt7zBKZCAYsBq9XWvyWZ1P/qp8Cj5TPFsd6uhxpcv3WNRQMm2XaC1Sopohtnysal+3nPHbwGu/aV4v76proEp7dFcle172xYsBpa2nO15Fssx+MQ0eQAqrCzDD9iEsQmzNXXoc/uZzLe7sEoV0Q8cJeCVatr6S04WuFf6dkIaOZxsek6iQXcIxJF0kZd/R5DDWcO9s0fRwiZY3fiyfV98LrcEzNdbG+55+PGpGGXDcM3D7qb8JEIIHjnszXpR9uNIBpaw2l9c0eLJwAGf7s7Ntr7zdurarJzvO+8evmwRT+lK+fyX3K8874lZiDfVndTHTnQ31+emjdcr+FYPHtrLIKlD+qR+rPmjQ4CG2Ppv/zJsGG5EpR5xoy/dsv56DYPPwq/g18bbwybDIaHKVXhOccgmlmdqaRJZZ2wt3F9Hg8de0ArTSB9RNZNQlbEX1+fS5px2GE9dPOb9zEON48/ingLMUT2LlMbXvOSVatGU6Evt6PVomgpSp1OWzS7TsDmCeZhKhkSwlBUdpVZK8OXsnbj/8Va4fmrvgjyDMYVM5TRFqpu6Bd++GqS+yXHXRKvKsYlEC1fqg5xfCqpiWpKB2x1zCsJyPTpD6VjUfqo+XXN3rjI3VPrPtUDR4vgDg4wCmAMTWfz+71yhtAXAY7FCvF8HxD82EEP8qhLhyfHy8JrLMyxL1NunuNo1OIotle23Ugzlfp4DBBXjGWqzezQfEiHiFLKDZKt9P3Ekc8IJOs1gRrJ0YUXvqTaCOLoXThtFb3JXzeORqN0C9kR9r/k4i6i6aRk9EoBcvN8FyaNGRP5GYbXJRtcTTzosRwRxbaZzJgxd9GICcAP3gVtcaSydI6n34TiGP2uEuWmoiMZO1r8Gj7pMGemyNlprImuWgCiGM00yjGH9Hn46XZx+QAI+yHIH6e/X7zAKa9PVh+QJSJM0iskBdg8cEodZibLVwd7Li2tH2Qb94DKDVwspB8fC6KyBAUbIOirTvtMMNATz+eJQaPAHH0t7O76Kl7zMaxrL+/poTkaw9zg1E7EUiINJdlRWFry0NLOaldurV2LA1eJCMA2/8ce13/OMmkEEWK/o4gd+HvR1FnPadwdaE5WAtXqLVVyLLgFuiRTrLm75i7Lwt6/DQx5+BlZ0R46w9JZl/nk13YtNKVFtECWIWLvGJOpO4VRyNPz//uxi2FABDiZlfhaU5oO0L5TOB455Z7cQbA057d8voWHXuA55IAf1QEGo9e1Lkt16jDaAaR9azpcHmTLW0F4MZAECSWN8lBLjyB8CpL3XfW8xOeqH8N+SwWVa0m+9xSWKjsQQE9Ioog6AJYhRGTB2QDQ0W1ado0j6yx6p9DSmDX9uhu2g9Ktbi88UzcN8pvwaMrwGFkALHh2KEGZ0CE6zywjyncpPIPW71mQFplCM6aXehW1WthTqg7BM570pKuqc9UzRn5qQJpVXAKhH+Mm/c2j5+QVi4WyehxkkNlp2Y83SBngRKZ2EkwGNp7aBEbokszyn9oZjRmshyddC+Bo92bt2xwE0SouHZ8ESWI3/dMRo8tsjyaL2OlMRmzSQj5lizHuh5XF1r5xgC61tkddFKGEUuWLhE68Vfkq2/leWCglsJIcoiRNY8pfe5bsr2HynwjN8DXvDntd1/cfrteISrApWGe+0IsFvPiO1b1QBSvU1Ib6bJrOs0oBLgIaFGBd69M4k2WgdsYss3IzUNnsT6TP5rEnlNIsve3Kaf+9J0Iw08M/7v/vCT4X1b46z2LFvX9rr3P8V6X+070gBjfVzruT22AB6j2ziiM1HN9PU110CLW1vzkNLgsa0sclBw3Hn0lcAmq+CTsOCYcQSKGzR4cjBz7Sfb8rjsDr8lpNZfzkespwrE4B5gWNNMCpjWBM1FhJDrEHe8EHgRIO1msQU/XvYC7IPq8Ikqllysi1bT7whQ3Ec2A8/8A9x93LuAp/9OfXvLByCUVpUWiQs0aL+elikYSqdZjx2HUG/upUpkmUKAW011ruIn4eqj3+0+y7lLuhAkQsYt8GgESGb8YG+b2Z4LGuVgRiy8zFNXD0tr6ulrwhIzn49hCGIB4AIUy4RFeV6CjWuqUDBJLK9DZutdBuxQAJ42gC8KIRZUe3Lz3yHsI2T3AYgIIbbkzalYYsvzn8m8hZ/zAmQRkeVGo1VXAj+YKz11dUaEs41k8Hi/QwjKqN7t5A3Zu3HW8DONDB4WAHjc/VYMnpHiVf55269HMnjkb463q3Pun/1W3C+qzEIShRk8AJC1VlYAT0OmOVbigoAWWVZMF6XtQn0FfQBkYg1+sObViMBrV04HzjpI90WW5ZutYNcxvSgZX8mbKHSAqdseu1mtZgbP/LCoMt40wt+tfieu4Sc6i0JJogCDR52D5aBoaiErehgiae4qAgDJGF5z4Sbz20bo0kGhrQw2ATCp7q3OoPj3LekCNHLG/HhLZVRoC2XWd4AiGjg+/5hLNIgs2+1NKXO7aDGdxRnB4NEgCyVOKYGzAPnzBomrdpUN80UoyCiVSJ++tvo3IpRy0Vznqj24AE9iDqUExdT8A5jCAm5e8ZzwebUnYVhXqMDDJpMiy3J7h7nWXZzBg6gd7BCxFJvuJnUGD6WIGA06z3FHOltZKVAoRyYKMHjs+/fmrUe5O/HmwQeOeBk+mr+y9lukW7Ey+kIyeIIAj2WcJlXHkSUweHS3G0FjZEhMi9pO+9AF92t25quBD+6tOi01WLry5MbPtMiythrAo9qkJyhqc9OiXbT8+dDs0/reIo0HYqsL0MeKV2HPyVcaB2ydrn9dopUkNl20/rFUAcbUBmcssdhn8HiMH8X6mkQfe8Q0bp+4GDj+2WZzPSf2qXRiYxQ1XZvIol43tbiXSSOLwVM2szrs4xeg6CUr6hsRJh37C9+J7/PTAzuR+/AZPC1kCuBpdqpt4DxGibyoWAGXpn+AJ6e/C0YJ2CLZa2NJ3U8CqvHWWJpn2qQrBo8P8JimAba/M3r8ZSJxnonvlGfi/fnrAgdnJib1E3K/4x07qeDOS18rLkXEKvC6YvDI52zfC/622vjE5wEnv9i8zAWFINT4SIRFBsAHXH/BsXPeAJzy4trbghA8NfsdfP2ynzQG+4XTrru6trZIecTCbIxgx6gGE9Y9GdIu2rxBZLmJwWOLzarr4HbR8q5NABDSmfTG5Jk3lvX3zDocALoaxf49c9n1dcDd21q9r665mi9C5UX6XBJR1SFp/cRDEVk248O7jg6DR9QZPFF/LxgREmCzr2uDyDK1Y59a4qHy8fW11wweu725njMKX0zRNgXw+BUWizF4CIRZE+3jsC3qeMmluLmKY/mYZHv+x+HvwiNCqpUVChYBKnBF21IBHkCBQoRg99qtwfnVblrDKKkE0GN3Wy23QcsUMSkdP94Z395zQxgzGjx21+QCTB6bPQ970AOnLoOHNTAM5TE0ADz91InHpAaPAnhKq9s2YNZ4meAmwBUfB1FgzwQGINY1EYRhuaoFGwS6ModsjDQzeEzsGv33ATyfAvCrpDEtMtoIIREhpA2pW8YIIW1CSCSE6AH4RwC/RQgZI4RcCOC5AL7ys/zOiN8fUaJVgmgGDxkdsNWMVsiwf2UKbzLcH691tukkrN6uGQQ8kFk7KMYVWtsA8Ng0xdCxW/RhPirQ907CYTuNCHbNxK/3fcJzUTz5N51NEuYzeCwwKFlurkUoqwAAjFEDAhWIrOyhVaLlWcSqsiuf/cQNwKMyFrS+gJAoCYYnpk16I4NHThJ2iZb5rNYG0ypTUuJiAADKsGG5HAt75qpsSkkiR+BRbkvN+WqzAY1UxCMy5QAIwW88+0RsXCkXGmayXNX+BGVmYqQQwGv+A3j2pyv0vsbg6QKkej4AYLJdATw8WzqDp1RsuMYuWtZdEh6Dh3hBSfBY1X0nhLglWs6Yr5domX1az8OzT12PFWOKLhsYPLpLXojBUxsb8BZEkyWunMShiLFj+kz5+SkvAS77YLV9a8Ic21IYPEMkJsPrAC5LKNFCQ9vcpdhkO6rNhYwSxLTuAAIAScaRMIqs4CZTRSmpAWq2M/lrVxznfOaPIx518OflM1GzbsVsGUJSdkc6TVAAj54T/QAjWKJVgcw9Ip95LgjWL2tobb7uVPnv2a8feRwA5P2PEmDZEY2b/FXxZOy/4jPAJb+KH9Oza5/rEi1tQQYPq5dofehZJ9S2rY3BpTB4FskcR97Ya8dU6hwBWEeWBvDo4xKUGVr7V8rLgQ/sBibXO/MTYYl73D5LUDHeJkkPDCUWohXOHKH/7KtW5TFK8109L8RWm+L5UIt7YZdoqc9HBMg2M0YQhtn24Xhx+iF3I0plt5HLfyvMSlDnqQMiLuS/jAiZpR3hHuYeg6cwDJ4I+zGFB8VhiBhpZvD4Fo8F3xYWoB00j8FT+z1Tpt/AIGv41cp3JLgyfw++Vj65eXM991DNyKzmE3ucHTX8Ct5fvN4pq0oYRY4ILaXBE+p8qn2olDNwq+smpZHTVedQAXkBCS7x1mQjmOcw153OcwzPST+CT+Qvlz5ByA89/jmNv73v1Debv/+uuAQz01VJVEa7aPFBA8Dj3zs5Llig5GrRLlpme/nvxIQMsE5cFwq0SO150L6QGMHgGcm0dswDP5yPvGtb1SzLf1UpeCjZq+frxGp00tJz+lLBV/sY/LJRp0SL1pJ4J9z1e9Wx1gCe+pihTomWz+CpAB5mSrTkOesElpzDFGDHR4jx665Svt+wBEBOM6AyxA7Ac8bGaQAug2fP8b8IXP6Rxn1965cuxjfecgFaEUNf6C5uzHSE8oHtWndB23yAJ1Tia5t17pTAdDD2GTxmG54pBk9DgtuPmzSDhwjwpHqmSlBwLiBGzMOCMKQWwBONTMKpNcI7//n+wAFxbICH8NztsqWZ6CwCPjwDnPVaMxdTIhzgURCKFWIGALBXNHSW9WzMMHjqc7R+p/hvBHj+AcAbAMwSQh6y/1vi9z8IKX/0XgCvUn/rSOQtADoA9gD4OoA3CyH+Wxk8dolWLRNfFtXCEChNGWmEVAweSvBvb78If/rKMwBUQSkA/EVxBb616jVOHXVESZDBwwPo7cvO24xnnLy2MTyjjoOrH9IQwk/AydIDMdHE4KkfgPdvXJtYJIMnHGQPkuWGndNUokVohExNyrnVRUtPniEGSESpAbR8+m6QweO3VWaJcRT3r7kAOOF5al/KSTAaPO54eXzVk5CKGNevej4Al8FT1+CxAR4ru0NjvPqCTQCAs4+sgky/24o6UHW+JLhdSEcIAB464W3A226qDkXvh3Bnv/KzCGZiJJAB45mvrhZh39FMxmoMHr24ZiSByIfOYhTUTFD3Y5gsU+cUBxd5B/gk1GkFr/fLnLHnM3iqfdqZZmcB8AEeYT2/1medmBqgIRTvaOdbO/I6wDAMHt+cUksdvFSAVYYYsc5GUgZc8I5q+9akOTaCJbApQAxIqJ9HeVKLl2gtluUeZZEKWtz3iGmTXrNkXGayLYCHkTqDByHQEA2fNWnUWODWPjGFGTE+2mmCZvBovY0wW8x+X5doUUIwW0qHNQfDYdMNAM/EWtmC85injTwOx054HnDFbwc/+kDxOiQTK4DLPuCsW9X5RM7zXXNqCQNIBEaEI/762ouOxB+/8ix3X/791Nfj3XcDv3SntU9ru0U0UFjsAzzMMHjWkv0jv+sfFyex1UqWGIaiw+CJkiCDx4AiChScwECWXjYkVXSJVoK8YsWodTbRbVIhgSMNppjjFbJEC8QCeEaVaNkMHkJBCXCD8EDPRdlWPqPSKksckckedtc5zEgGjqKoAB5tMaVOKdlIa8hyGwCxqd271uDRJVo+8zcUYC8C8ExiwfGxFjWTEKuDSToLPCc6ajwRt0QrokitudLXTQRgldlRCLtEq6FN+lJN+4MyGRb2B7kD8FhlWTTC7eIofLZ8tlxj/ON+6/XA1vfha8VleEv2Dvh28NQKzL5RHOv4FSkbQ5v3QYMlWk0aPNZ4VJfEBtLqAI8d3CrGjwriNk4F1o7AONK/Y54bympBri8h0WQOg6fGvG94hkxreQXwWON6b7JB6sapbdqwS7TUs3ooJVpNrGZPg6cJICGU1n2fkI+f2ABPGOgqBKsxeLSfZyccRuIbisHDrPbxwOh5T5tOGs6IMSfh+cXXnIN/euuFDsCz64IPO0kl31ZPtHH6xmVoxRQLQp57Iagp0zsYScbxM0+R7J6RQIe6F9onHYVvAdXcBKhnQK83cdhPYTxDBI/BYycOfIabShIBqDN4hBgpaC1LtJrLv5xt9fl442munzos2BSxIQBQXkBYyXi0p2v7JVa5YNyqrgknkYmp9o7qE2jNqa0mEf3z34YeleMlb5AVMLsb+alrfw+prf8KSKDH/m9RE0J8WAhBvP8+rD47IIR4nhBiTAixUQjxtUV2918yfwItyxKUF/JB1xPEIYhY6geWEYKTDpvCmkn10FkL3ewRT8MHn3Oaed2O5IIdCtZ9ES8AeNHZm/CnrzwTEQ3PQFG8CGhjmCZkdImWfyy2UzlKpFM/TFbw4ot71bLeDsCzwjAGQgDPW7J3gLeXI9VMDquLlhaAC4n+RZRAqO/4Anxa2NQGeHyQgUYJ9oppAEBvxSnmGmjn0DAG/EVq6nAcm34JZO0p6rds0KC5RIugapMOFuOUDdP4yyvGcNQqC80OLSimRKvad25NpEPEtW4JAJB3VgArj64OxQN47AlQUNaQHdUgl3f9O8uAuOMsaLpEKyctkGLgtC8OijaqfaaJXPAKGruL/hYV4Noib5Q5LXW1A3H4MvVcbd5aH8vW/bOZK3SEBk8hqvpx+552k8hk+EJ0XK40tipsUDHIGhg8LiulAo70OMl9Rol9btZ1oeDgIwRvPx2/Vh4Hq4Cj6qSWAPAsEoQvZiEGT9QgsgxKETOCvLQAHkpw3Dp5vuum1TVW49cPjuUXPAFv77n6YP4afLm43JmnPlW8CL+Y/drSSrSMBoHPdtSlWxbAo36bUYIF1fyzBMNhy5qp2odshABbntr4cTvWAEf93DiJ6zo4ketYC3Wdah0nvf3pZ7NsTcs3dPZvcj0wfbh7vOZL3vO6+VLnZRK7c0c7psD4agCyy8xSTK8ngkZBhpZdOkSZNw/R6lkEAHSWgYNiGZFtX4VfhqGmz6HKwMWoSnMNwFNWGgMcBD2vWWpeclmiRVlFpx8F8FjZRwI483L1QfXeI7/tsdloXAug7OCoKdDZN3kCbr3iH53nmJEShW5pbYvvMoIkXjxgAqEjyhg0wLPEEi0f4AkBTIvMbZNivloDRpLc1TEZf6meUIxU56YdlmC3w+CJXDCcBZiTWni2BJMlWgiXaAXHwEgj1fcaNXisZ9F69m1mUkRJ/TqPrQIoxfuL1+M/+Hn1X7b8i1y4zOCMddEVDSLL3jxvNHgcgEcBNvbw9o/PWgf0mqxL8G0WtrVR7a2qRMtm8PglWkuNPSxQsAHYqB+Ay+Cxfe0/PvrPgWf+nomPpkkFMBvQ/lBKtPzyG/O2lTQEgWhq5hws0QoAPK1RDB75Wxkq7RsN8GjNmiV3WVS+1HDcZcJyGklw8t33hE8DAn9TXorfL16Cz5XPclhzU50Ypx0+DdauwIylAtytiGFeaZdxwvBYtAnvyt6ML6z4ZQDAH770NNzy65eP3om6XkJrcPLR18IGMCglFRgSmIsLQRHxDDFKpymDM74JwXfedQmue/+T1UtmxO9FiMEzolGMoB6DJ2q+jibRyRjw1huASz8AAFgYpBBWB+dcVG3SCbeaMQFBLUlq63TFLoMHkM/9ATEClAk+t9488rSPmbeK/0YNniMBvEYI8W9CiO/Z/x3CPv5fs1ElWoIXgChdsSxrm6EYPanpoFpP+vr5tTV43n758Vgz2a6Qf0bBguUHBCLkTGgWypZwxjYO6M+4u7UYPIeghO+WtYz4np+RYlGtXKKm5m49DDweMwFlCKX9D34eGCWGwdMTbXPtdH05AtRut0TLhae1Q6odz4jS2jmyKME9YiOek34EO894t1nkYx9d9RbYs49cjv/98tPxxks2y9+w9Wv8xdhzDioGT5MDZdMdXQeROQweG+BJwvRl71rrQCTSKviOyHKMHlEisDTgxPn37cJfAl76VeeY9OLa4wl4NvA0eALTkfr9NFFicn4Q8dSPAu993AEyhKdR1Gm18MxT1uGzv3AW8J77gJf/TaOGFODWZo+1m0sfC6d+vPqsHdtlm80AT8RlIFwxeIogsBx0wUnFFqh1dfJr8y3WT1OJ1j4xib+hz5LHoY7dLlX7f7pEC6gzO4zIcgMopRk8XFQAz+sv2oxvvOUCXHCUDI5GdlKoUa3dsfXV8nJ8qHiN894cxrADK91M7+mvApZtcvdFLYaH/9yZ56VyljTYzEgVyBdgWNY9BId6KTZi7tegRogxVdqi0VBA8Ad3A6sUA8Ryvjt+T88Gh3X+mX8GPOXDhhVZtxHJhcPOwPwvbzcv4xCDJ2qhx6awgXh9dRvMBnhCgS+x1ljqAUp6fbXB+X40jdWYGcngGaoSLUaEVaIlt23xqkSLg2LOK9MSQoEUSyzRIkUFvFHwsAjxqBQ2q7Mn7bHS5FfsWX4WyPgax5eIUaIsvMYWUMyQpTBgCKu+15p0PjJgbiODh5hjAIBWHOFFZ1pdiELn0cBc2Ck0U6tnlSLK/a+bGgEK+SXt1rxfLN+CrxeX4sr83eY9OwufMIrM8klJIDFCIj2HULkeWuVcsbXOHirAowOVIANHWWkHYaQC6N2uVYFgfRF2iB34Si2T6rOcddERA1BwZ/2WB+veB2IwNptVrcYEBd739ONw8ZaV9bXYBiI1E0efa1CKtH5t9fV2fDy/sceSGTx2oOwzKtVnpnOfq/2km2rYa5DWsNQ+4ErMms9aPwuDp0EHyE4aclDwhvWB+B3GGjR4YltkuUGDpwAzcZpmkeeGNbtUgEfOM72pLQ7DjJNICuhPrmv8ao4If1I+DymSYBetyHqGl/pMtiJqfIVSJfm+wS/GkKmkAaNYNrZY4l+tOWo8FIsBPA6DByaJgrFVtW37aIGCo43MLcPzuk8es2bCkCJAmZmXhVX2xShFKYRJfuSszhjyu2hFozR4bIB11THAqS9TH5RY6FeJFbdEy9PgCTF4bB/YBr3Ude7R8aCma7Xd6KSLeUv92x/bKMHFBjsUgOefAVx2CNv/X2WjS7RKEFEaJxuAM7HMY3QWlZk26eo11eh+NcA0w6bK7EtnvpadJgQ8RHfT+3rxF4GnfRyAy67Ri9VBTFj1tgEKJ2lemEPmADyHWKLlW62swRbtjDoVg4fZtbHWTxBiHv5HxRoT4Or6YF+cEJCTnNE68ei7OqDT1PGQyDJV9+12cRRarZaZnKIQFdgyQhiefep645jZ4GEt22JPGqozivzx8MLnBKJ2iz7AYRbYYysTYQZPDeAxDB4tOk6dz/6o/Sb8Xv5i7FlpZdi8ziDGJtcBh58dLNG6fnsfUTl0NHhoCCBQ+8yjCXVOvvOWKCFhyyirSswgM3V/8oozcOzaCWBijSy5qAnfVueZiobFyLPSYvBw6xw3reiaCTi0Vms6LFOZWu34MiKCvxcKxAhsBk+YcWBMLd7z6IzU4NH115UGzyECPP+FEq3g7kZ00QLkWM9L7ogsU0pw+sbqWMlS5ixlodKkJovt633FJ4F33uZ87pRoCThlkKHnhVsMHp2VK0DDQfh/xRrm/t967onoJsrBD1Dmpchy9d0mkWUAdX2wpnKBVccBF72r+RnznXvPbAdOM3j05WrHcp9PjJ2IC+jSqr0Nc6nheJlfohU4ViO6LgT68TKsJQfkHNdwjhrgAewOhnLfNsAjAMyLul8gNXioVaI1oguRpekjGz40bxq0899Wuzb2s9kkDktYhFbMnPJQhhKMeGXxUL7TUsY8UeUbL/g8cOU256NqjmsOVjioCewIjfB7Lz7VPuD6FxrmkV0K4Gkhd2bW773nSfjmOy+uf0H7ZvpZMuduJ2Yo3le8AY+JNea9iLoiy4sxePT6NtHtQFBasZz9NumHOL/oexgzGnwmgYqBZl5r8Vdr/ohCDKAmhvgvfAN46kdBLIAo88Rq82gcHQzBRIkB8YC1BvYVCzB4Ykrwxicdha+87tz6+VnjQv+26RjGA89d4Nrq6z1Kg2cpmi7qB6yf8o5Vj4mTX+i+r39LMf7sEi3dAUiX0MSkND5AxeBZ6rHBun7C+j+c+yhLtJoYPLI80dlfTTOGIImiOmCqTQXZOSLDnDEMnlGBdsiUn0miGAesxs98Eb+h0itThxjKY1qT8VLLJotSYEEBPJxQ4wOGWOONpu+n7hC2iAYPs8YLI0R223v+Z4HDz6ltq7uwjpFhs8iyP54INbGVSKq1kRGCklfHlwW0ZwSJkFpdtJai5WbARrV+jpMU9zyxz3ye2QCPKNxk/ORhtf05peIWwKOf6R6ZqGvbnfcW+4hCB1l/Sz9TLHG6c/p2KABPC8C/EEK+TQj5sv3fIezj/w4LdNGiIxg8tYyAvzv1r36w9L+h8iZibUOp5RBae+NRAFCy1e9XyJIaW1cl6kziA/lr8Ubyofp3gepBIgT91prwNgFzQJZRwJBRzK9KtHyrl2hZdLaoZbJSujuCH9gxSrBGCWY+ItZWXbT8Nuned/TkEgs3u6kfOj3Rx5TWajJt56kV0VqJVqP5kywZsRhbkyqFqERKG5xKhwKtJ5EAgwcgBrTMEAEi4IQ0ADy6qxyxNXgowwKdxB+Xz/fYNg0Aj/6JEIOnjNEmuVuiNSJzqqmIfhnNyI5xZpvARL9EDR67+1yNwcMrEM0G0156dlVmEm6TLsd3pDoQOO0cFyvRctg4VVA5smTo5BcDT/kw/rB4YeVYHvcsHCCu2FvJFf77s2rw/BcZPLXdUclybHJ4k4giLTm4JbLs20gGj76uqhtCMcpRe9NV+JPj/6r6bft6B+jJJbNKtEQpyyD9MRfZDJ4K4OmphEJNPPW/wxpYFi8+sxqzIQ0ITgIMHgDm2adsaUANgM/gRfhU/kKQgIPkfq/xBQA3QNOAm95KAzyPLDsf42TofzVo+nkiDQ620+bZzw7S+jzQj5djNTko2ZAN1z2LbYBHs3/ktnYXGw4aSDQJCQovsYsW8mp/EcpDCwTefTdw6fsDbINqH6Lh+SFK2NdezyPwag21uytR0ggcOKaP45SXACuO8o5Jfb+JwSMPqjr+WgllCOBpKD8TMtArBakAMwIctWoc090R82FNg8fyN/P6cceMmsNc5nUcZKG5X60xx65fphitFYPHXo8PueuhLm8bAcT5AbtpSOEweAIAj7om//vlp+Nbv2SBY0ddBlzwdsc/sEVzASCPuqAQGMMAQ+I9Jw1t0h3WxFJElu3nX/v4eh4MATwjGDzEZtTUNHiWek+s7XzUoDUhn9ln/L77vgF4FDvCOkd9f4S1rxk6LXe3iE8aPjz3vMzj4WvwNLQZlxo8o0u0Sihgg3nPkzbNTAGDxjX12pA3/G6jKRCEsNiUdwFwiQGh8/CA5sVA1aU+k6dsmEJPJYMSlMYnOaR5XZf06utUjhbhoRZbihAiQa9TXxacH7UA9BiGTomWw1ALNGsw64LVxYtSCe4IFSsV1rppADbqavA4LGvPzFqv5yRVsnjqSmD/3ILZLkckWWaCKIBHPQdP/x3g2KfXd2yVlTnAshrHQ9IxPsLBTc8EnvdnwBWfqG3nWiDBS/S/o9fKQwF47gLwSQBXA3jQ++//erNLtHwHdjEGjy0OGDKNKvq6Gw7bTbNILJYPJaSO5hECEQJ4nG4+8jsOwEMJ/qp8CrZjdfggzfkQ9LqLONaWOSVko0q7agye+qQ3SoNHxNXA1yVaPlWVUWANpGDmo2KN2V5np4JdtGiz5lCtRIsRJ7sgD7G6xu2YmfsYLwrw+Nmf6nWtFMlj1hjQo4kCbY+ZyAV4NPqfRFJEk1tC0uEOEw0CsGoiI17nFR/MlBvpwCTs0NoL2pjS4NGg6bLY0oUIBOOagaHbAeZ+EBG4tzWx5tACXOs8Um3jlCbZGdZAidY1/AR8tXgyvrzm16pdkaqbU2iJ0W3SGZcAz6hOXbV9rD5B/nvuG03p0qJdnSgDLnoXhmhVzxSh+LPkNc5mXEjXUo8hh0raoMHzifzl1Yv/ogaPb4bO3gTwMIq8cBk8vgU7s2nLFBV3TM6ZGjy8feoy4Jwr3W3XnoQDY5vNSwdQC8x1nMbVnK2fuzdfIxkH2lgd4KGUYEE5bdPjDQLL/xVrmMPtYCl0vTmN3Wct8Iw1art5893pZ16Av4hfirH2YhnUOrBpm1O2osb/ZcfJe9lWr/dMnbbIb1Sm51XaEGDZbVdrbFG/TToEBvFyrCMHJFOk6bqzCNfx4/BL2VtMIKwZPHYXGyFIjcGjGZmEsSpgG9Vm2mbwgDcEEg0ZXK19ZnXxA5ZWoiUZPBRzwqLcozQaOPa1oUsFeEYEVeYMRmSjtUBtkNEY+v2GcyvB8Cv5lXhm9gmr1GMJAZavwWP9ptbdOmFdxRKIGDFr7srxlqsTF6IEKFCD0MjR4KFRvXT+UMy0oB+1D+8z81zVNHisa3rYWWaeePap63HcWo+VC3cu99tNl8o/mEQPKfUBnqY26d64gw/w+Ek6WvtIi+MHNXgCVgd46gyeRdukX/lDtZ2VNAyBkpPrrTXI66KlBGypJRhsxMatYHyWyXX/vySyrH/bMFgsn3KUyLJm6WmjrM520gBPU9zRkuMisxg8gOxEdcgMHgPwJK4Pbv/mm68B3vB952tad1LbYiVYS2XwXHrcaqyalGtCm2RIlObMIWG2mQQziDo3UyrVYMwXWTYv6vdwoNhFYxg4980puQ+w5HSC22ZfSwZPA8CjdYQoQ2oBPKOvs8WgA+S4TiawjPZBrTVUz7M5GCgvqm7b51wZ9ElIywJ4HA2eikygn/18+RbgtJc739f77Nt6eyEtLxUjLgYGLhngEUL8ZtN/S93H/5tml2j5qJfgWmS5AeDB6ElNlzSsndLCnvJ9h+5mJsZqgWSUBFFkLea4R4n7yi/Uy0ZcgIdavxlwNKwSLUoIzhp+Bv9Snj/yvAAZxNbPIWA+wBNwkmolWjboEbfNtRA0zOChhJhM1KNijZkoNH2UhWrRR5Sk2eAHoGjQNQZPFYRJBo/aFiOo8PKHnZd2vXS9i5YrsmyczoayGEeHJnZLtHSg86xT1iFi1IzpDFHQCSFeduumVc/Fg3wd7l0n25U6gng0trW6rZ2MZvDY/mcrokgYxWwh93vSKiurF9KRUtd7et1mlIJgy1HHeDsPfKehVaa73yUyeOwMaw3gkc7rB4vXYR+TrLjZSbcrTWgC3jcp27vuHJPbOucdZPBYL8ZWAh+eBT3hOSh1a8//X3vnHS9JUS3+b83MDbt7N0d2F1gW2CUsOeclCCgSFESRICqCIgbMARUxPn36zDngM/wUw1MRs7JkVEBBQZKKkjMLd9MNU78/qrqnuqe7p7unJ917vp/P3Z3Qffp0TVV11alzTtHAg8ehltyxzK8rq3nb6FnmGmjGq9p4FtoLBgxdg/VbO45rxRfHj2V4qs1f0WSI1o/O3T/w3hvo1B6Owb6yv1JiZDy4TXqYxISFdnDDtHlALYzye8sugud8tO5wd+CVtDoEUC0NOB48tn3P28Z4HHhEhWgp5btdZ3KHT0tMG3XvJyrJ57hrsILAihxgB98xz4fQAH7f5XP564VHNdjGlFBbiPpt3d/DHPuZF+/O5W9a7csuD6Y3knkTjTgPnrJriAg/a8LbpGuzM6SXqDT8XPHysxyyYj4vHHk3P64e6Cxw2LAIXctl9Bgz63LwlLSXJ63P8eBJCtGqyStTTTcRCE+cwjsJBhaAoutrqVSmv1ziQebywk3v4p6tT7UePDGhyKk8eJKOsTeWyoMnypgT5cETfb1xFN8fX83teoua4SSx3Xqz3PgcPPOGBrjnw8dw6r5b+J9VSjWz4+xpfYFnVDly1y+vD6nYHDxm0hI1RspG498mnNOk6nvwhPKMuOX0isapPF1vzNHQhH3crpxPZz2bSqE2n2KbdN+DJ2kXrcAYzjMQeoP9dCFans6lgIEntOCcVMZbHgCLd/Wkxesah5+Dxxp4nLxc4ectwNMV4926Qt1b0zctSbl1LFVK0Zso4HnwhH6PcEJqlPnN/HYU9uAx9zmmy4GFxu0Wzchv4ClVAmORQGj3wh1gyR6B01YsnM7h29UW3htOyjMYYEesMXOQEb/uZvLgseO68tLd+eSLdjWhiUm6OVvSBx7fEc/+DXZ+OlVtCoRojbpzynAdKbkGHndR3Bh4qrZPH3PCt7yxiFYVRtwcPAnPCK+HCkQNTJnNUPWZgIGHkrcbYRnGR6lgI31iyvjpqmOYcT27SzUDz1yeBqA6fXGEBCN3WE2r+6z+KGL18Ehdw5VSh8V9p7X+fdx3XYkXP4txB9PWgydgSXYq3qawgWerg+FZ7/N/wEUzBzlrp37OOW5Pc6rvweM86GxF8r18SlgPnvBDxOSROHLTf7GRfq4cON+eUO9VsFH31wyRVsy0/grMssm+3LhIJ9SkhBkwXlvdkePK18WVkrmHgBtomhAtzwIQYeAJexk4Zaz6pvgdrufBE05AXS4pflg6ihOrv2I9g37ZeasL7i4nl732QK77h/H2qZuMePfm5eDxsqSr+l20Kv2hEK1VJ8K1n+by6m6RMmuEG56z2hKe2DiGFwXcqFfwwJ5vY/Fh50RKDjxQKsHJ4LSBCle95VAWzhjkV397KLAVfHQOnuBvOjywGYePfIx3Diwy+rgP41IFFbmCF7KGhy/hPNDKJcW0gTJrNw1CGdSmtf53USFa3hawC7dYyaZ972DfmaHwwigPjbqHRjYDT6QLaTjhHzBWdQaYVQ2v/hO33Hw3buaFqP734dl7st/GT/OcOXtyAqFY4aiBWpwrvBeiRbk+gfkrfl+3cvnjVx/A8l/PhXvNdao6OEHzDDw1Dx43FLB+ouwNzK4+8JscPfv+BpOuxuzu5M6BWr3RvsfiIH2sq6lkc/CMJ3jwJIY5eQaerQ+F6jjrB+YBa2MHSFEGhTiMB0/IwBMmEKJl7rHsePC0hJg+3F3VjzLwaBVcaQ7vChW3w4n/XdL7OCJCE+PwFg8G+8psNa82OOprsL21i++27VxryazabxEI9wuXY6nEISvmM/aP2jEb+x2vt1DZbD5nKn94x+HMHxpgSn+Z91/2d2frZCN7kBE26j4uGjuD34zvzmsqPw7IUJ6BxN0mfZvD429wtObBU4oL0Qp7vZQqZvIaXsCxuH1lnAeXKhkPHoA/6O3R/Y/FevDYE+LvocExXztzT277/s9hPOJeIs6P3F0vdQ6UYDjj2oGlsO+rYY8zG58YDimJ8lCLMShXSqWAV3lkGKpX70sVUKVaiFaWCXoEnteITijb8C/je/A4u9pUopIshznhC4Hxiav7iK4EJuzjnkeK0gxXZoMbqbji6EjxfREePIHHaFziYmobhvgT17QhWr5nr2PgCaGT+jpHh4AHT8M2E/q9bPiLcj14St491WSt75sDG5zzstSfuvuISrKsoneFhZgky/XHDgRCtELfu3lcQuOD0br0GPDWo7fDDJAiGKjl4HGNUg23Sd/rLMo3O2PgBs+yLInPgwYeU1aZhmFb7g9n/BSWHcjxKRaUKv2hEC2PiN+lPDAVRmGIDTztfB9wGojw4Cn7udGC3jhVrdF2H/eqs3uU7zlaKgcMb0nl6O8G7M4fpsxiaP0zrHVSWehyP4yZsa6umoCtaqkca4KdN8MZuznjb3eRcr56ynwYFaJuy3Sdmgb68Vj9fblRzy+HLL39V0Pv5wP9wH3A8vrDuxdvADuuKlT0eC0HT1yIVriY9jvPsaIbDlzSx/zppvL78bnVeg8e39nB9+AJ/wSKcgnu1Jszw5nMRHnwuLmBpg/28fZnb8eROy6CedPgvBtgztYRd19L1peUcNVjXJdqz6mkbdJ9/TxX0BQGnpAHj2fQ0ZXoEK2SUny8/5W88akzjG5+iNYoo7qMcgZBOy6eyY6LrddB7G4PNkTL6eh1qKOqODGnA31lWLwbw29/nLve86tImebiz4NlBwY+cu+lbmAd2L5WA4ondjuXxVPrvSYg7MHjhWjVPtt8jnl4V8olJ5F0rQzOG3kNn+n/tHkT+k29PtEzTgY8eFTNgyeYgse7n7iVbxU4dGp/hQc2Gq+J0lP/rn0X5cHjeygpBsLGHYh8sNS5K0c98ep20YrpsgMhWsH7c3NsjVc1zF/BeOWB4OlRbpwKHmRuLd9mRPgl0+bDOm/3n+hyPXLVYrgdxqjUGxxCq0gAu24+C6YOBK7jbZvuefCgaoPdgGFbKdj/NXDtp/2PvEHO+NBmsP3ukTo2g7edr1YV0NSFs/aXzS5a436IbERZJ+Xg8UK0tloNB72R0Wv+ZeWYj2dO6WPthtpqjjvhqjOo1V3YGYzGTYbcJPNODp5HsIaudY0f8JlJ4WIfmYMnFKLlJeIMGPTjBv95PDTMganPiVsVVX0Jz6wQw6XpzK0+DtaAfttFR4Xc0J37iwjR+vqZe6Fv/BtcBqAZ7ZsRfa7Fc4c/66DlLJ09hduuvg8eCsoep8R3xo3RJpyDx3PTVqWyOed1N8PQovgbdA08ejydB09lEJxV/qQdf8LPTg9VLjMQMI5VqKhqLcw5l4Enul0ftt1C1q/YFf7+LZ6YsmXkMYC/UBGZwD2D55x7fqmk4OgPpjuxzuM5whjgPJMq5ZKT4zFFgljHwKNLlcA26XFct+9X2W/PXWK/h9rYOeW+Q0CtjNznctn1uogjFL7ghqKNUQ7UX+1M+NZXZvmv7znvAZbNc1fDneGs483kyUrMweP8Rq8+dBtGxqocuu0A/IX0SZajPHhCJO3+E6ybCZ4QdbqE7sV6PAU8eLzxs9O2hsP5OpPaZrivqMvBY5/TzjjP5OCJllmfg0fVyTQePM6zJyZEq1+N1Rt4Qm3ooyftzAv23Jw1a2IMPFsfBvudx8iclYxR2xI9rt8D4GW/hi32ofK32iYLRYVoQc3AM8CIf17mEMzlh6Q+tBzw4Ek28PQNDsEoDKrR9AYed9HfzQ8VCtGqBjx4asa98QijXRS+gSfkwTN1+Akquuw3Lc+bdoQKjBvzUZJBb5sFzhboEbtojVJhsTKL2mpmhAePF6LlevBEjWtDicvjSG3r01pv5f4BM4EPAJ9JK6OTRG2TXvU8RqrjlBgPrdzXXo+GPXgaDTa9yhGZg6fmAVFSEQMMJ0Qi4LroPphtpdxmybzAqeccsnVt9XLetsFJq7Ozlj+JT/HzB45Jmhx4ldCPDktj4KndX6l/Sm0CZ93iokK0zC155eN58IwxTineMh6jtw6FaEVdM2Dgsfo33HniBRfXuQWPu3UhIUTLVzmhkw8YeEK7aLms3TDK03Z+6lq21+NY4UN61hKE1xt43N0xor0corsbt7xKSjGlv8x9el79caUKHPcZOPD82srqcz/B/YuPhm2eFSk7VQ6ejB48+2zlrrzXPN+ikizXXgfv3Z/3RmsNgPaSPQY8eOwZr7qO65edG3FWjZnTzANkhEp9+GMcjiefRgc9eHRtZ53/eeEuvOv4kJfaYcEE7l57Tcz/k5XTf8yb5xojkt8G7G8wTtmEge13HmAS646Ma8bH83rwWAP6lFlALWeaN0C68s2Hcv3bax4Rbp1PFRIXt026h7sCbQcpZaX8nXkYXRd1VnOkmLz6CyDOQKwa2iZ9o++95v1G5fjnQ91KeMoBaJSXYEZi8wJF8PFZF/Ch0VN4eHArwBiivYScQLDswnJVmVJJ1cI+tA4ck2hoBI5etRlvOMrk11Klsl/27vM3nIOn7Bp4AGYvqxnEozikliesFJuDJ8RLfw4HvsEPT/B+y8Wz7O4tKTx8S+U+34PHKG7qkZ/XI4+BJ6Ee/2veao7fdBG3zH9u/PleHY8aA7n19bjPwNbxXlF1Bp5GxO2iFbVLnOvBU1K1pqZUaCMA88XPxp2dLQMGnnJ8WTtsGpxnxo1J6qc2ztbwd6EJJ9PO6E0U2BY9FKJVdZKbbuib7b9OGke5odHuLlo+CbtoTRuocMFzd/B374vOwRPxPPI9eOp3kPNYOqd+h6AoHdz+MTIPk8tLfmaem17Yv/2dR+at8g/p8xdUatd4amg53xpz6n/S86M/aEirlV9wbBTMwVOKTVKsonbRiqh/QQNP2IPHlOUAIw0NPA09Z6bOgaM+YJIsO+eGd40LUPIWbhIWeC3emDhL4vPRsumHBxnxx2FZd8bLguvBE1AzaoObQaceO2XkbmUeFaLlEQ7RMkmWrQdPf30OHkqV2HC/OIIePLOZOv4MZSdEy4smGaGP0viIifhJ6+HpevDY+xqhwnxr4CnNjMqFaw08gTDTiH7Ek9tgXJR7ZK61HscYeN6SV0Y7CW6T7nnw2BXo8SgPntrregNPcqF6HcWmMafTL3shWtbAUzKJWKMqpD/Jjktw7OVbGciShLPmWeNJjXRPtmy3yG5LHYiXTPFA9iYzUfHH4c/cXQn6ptRCsuznYQ+jckkF4iq9CeYgI8bAE9cxxnTAnuV9JMnA01/b3t4bcOWJRHHjTp/ZGFrt8RLnUrPMJlnxAwaeJbvD4t1gev3K7f5bz/W9k9wHkpvAS4U9eLywGL+6uN5N5ejVAT+ZXvRENhCiZUOAHtRz68VU+mD30+GIC/n+7v/LZ8aOpzRzCXeteFX8Dk1F5eBx2vu3z9qH6rJD4KgPBgwi9fknave1YHp0KEjUw9z7LNqDx15jaD5rp5tBWJyV3kuKOKbLwW27k3DyRFSroSSpVe2vbD9vt6VsNjfkQRa6f89o2CgfTSa2PpT/9Jv79l3GbX0fVyV41yNw1AeAeg+eqPafmIPHSzprB72+15rnwTO1z8+rZvRxJlxpyturU0m5QCxVJ8nyg56Bp0N4AxjXQ7SqKoFB3MaxUFmrcqCf/cWiV8O7rAdS7hAtd8EF2GwXHlq4Ot25HhmSgj5eWcAXx4+lFGe8c8cH4QGtk+POJzBYTaGHqnnTeRN4dwD3Lx3tndPIeOSz7RG8eOQd5hydchethTvCEe9x+g1z37tvPotT9t4iuE16zPjAy8Hj62uPG1Ce0SGHh1fCILtUUtyst0kc/HqTh8hjXH12Px1O/1GsHLf/zDSv8p4/MbmNINifuUb0Up3nt2LZxu9w3uhrax959a3cB6rMgL/NdXMhWt5kI3k35XAOHm+1PBQ+kTHHmDvxHSEYouXuXjPmePNETZajdtHy2kKyB0+Ut5fnpRnRxyd48PjfRPweicaa8C5Sur5sI1m0yjw3PZ2W7AGvuo7hPWuLSN7z1vWcGB+cy0/GD6jJSWqbfSEDT2wOnqAHT1wKhcgQrYgy7SuXnBQRIf08Dx7G6vq78NwrbWjU6LgOev0nTfhtmbpjh7jrHL3pw+y18bNNe/BkSrKckX43rLFBiJYb1q+d5+WIjp5nh9+7YzfPg8fbMdVdyPDrT6lcl9YjjugQrdnM3XAPB5RvdWTbTV50BVUdoUw12WPLxbl/r86P6jI/HD/Ifj2r/hxbfzeUEoy8gFIFe/DE8Cyg8ei1y/AmqZ5BZ/3GEZQeCzZU14MnvHNPQw8eI/+xYScQ2Hvg+qsw5v+obdL93WMCBp6IxK8ReTFi8R9AbohW/H389LwDue2ioxhLyngefaH0xzrlXR6Y4rvXaWv5vKu6NHB4uRTsvLzB5RS1iU30xQ6w4hpkeBctiNi5q2+AkoKBSs24kcdC7np7PLY+ZOB5/pfg4DcDtQd/0sMm4CK4aGc4e43/IHP5ziv29XcBc8NtNmh3e/roEK1a4tpQiJZ/nLuyYl/HjPpco5BSxhV4E/087CYRJ5iL5oXHH8d57//fxu6mEYOhXLtouauL5RKlM38K+726dk+V/ro67dWVNz5rBRcet2Pwkir4f9R3nrtppRLd7/h1IC7Cx5bXGOVcHjzguM8T9OABqPSHcsGEynWsFR481O675sFj+4VQ2xyolBgZG7e5g4isK15+isQHoU006P3UcRPfsmPISmXUamD4dKn6K33UPHjaxFM6ODD3Vuldw/emyvTAM2hT+JZCO5yMl/prRpBwG80TooWCc67k9u3PT3mud6n0Bh5vPBDb9QbCpMP9h9c2vJN10P07aTc3Dyc/hzeBdxc5flXdi7NH6u+/4eTOwcvdotKGaIWp629VbaEobuBbDnpbeGU14HiVHLmDEwrSRA4el2pSo0/04Enfn7mLZKrBaqrB2R4bUnvwmF0xaxO4Ta6BJzJvm/1s8e7B8U/TOXiivTKCBwW/G6wYvWdMdcI7lMrhwVMrD+PB43w54KzoO4aGqDruPSrdXb1qHjzOgWkMPJvvA3u+DI7/bITGUQYee+0ED57EHFAxIZJZ+gCfhTuExj2eB49jyJ+xzE+Way8UL68/NB+JOdYt9yrRi9zm9NCiWlRuOGz+tXDScl8nUy8GGK0bU4dTb6RNTjxWrQZ1TqrH/nPdNfBEHzrMVB5ldiYPnrFyzcDj5+BpoQdPf6XEe0ZfwtGbPtzQwKPc+hDInxXjFRt6H87BM16tjZmVE/5UdX77sZRZZ7znajDJ8qz6AyueB0+FctUkWW6Yo83TxzFCee1zk67wltGz2WHj1+jvi5Bjy3RDKTlEy6MwDx6l1L1Kqf84f48B3wfellZG92Bu2xvQrdu4CVUdD1qS3YdJVgOPbaCPPlPbtcJbsXFDtKDeiuyGaMV68Hiv+zIk43RCtNLk4OmvlJjaXwla79IMfHwPHnPs/lvXPDXqruY24P7BWk6PwdmcOvJ2XjkaHMx6O495HLnKuLhNYyMb6c8couUZSgJhKqHfo1Tpp1xSARfzLEnQPNyEvHW7xwzOgOWH2jeeB098WQeSLDf4TfqtS6W74ueuzJf6gp4nQwM2wWefN3AIrtD6C7kBA0+KQZ93qFK+u+r9zA98lxh7noG6Fe1UIVoxnfbgTGN8e8nP6jpar/2cvNfm/vbvYSLzwtj/vdKK20XL39UiWjP/vkYp019JWScdA09VB0O0tA7q29cfCvcI3YtXpxrmo8mI174qIQNPmL6yYnTc5A6Ka5Olch/r9QAXjp1Z/+Xxn+Xp6ds6BiQvl0+MXm7ZlEom58lr/xJ/Iw0Mny6egadSKtXtltRKLhk7hCM2/XfgM2+hww0DWd83K9CONoyFJz/lQA6twKSybkCUtq5GGJGzkpQ3ru56Rs/Y54hbD+ty8HieGCrymFIqA0/N2Or1LdWQkevX1b3q1cowUfafA9VqzomAY8AKjSNUqEz8viWci8PqO+hlwi1V+NIZe3LPh4+xB6TQK+H56HtIJjyPVKKBJ325BEK0chnMvN8u3tsDzHjMXVyZ6k4OovQ99O1wyvdgn7NDk+QchgCHoSmmPQ1GTU4s4e5uin0+DA44445mQ7R0cJt018CjHQNPVFv2Pwl7FBHeRSt0btRYq1yB5/4PzNnKvH/ht+PPxxn/J+TgSfRsCungeyLkCJ0zl6pdyx9zuteftoANTkh/Yv2pC9EKH1u/aFilFL9NetQuWp4HmdNe+ipOXYrNwVNv4Akvrqf34KmmT7Ic8Uxp1O9mWUAejUiynDkHTwYGKiW+MX4Ut+stgv1dlCeaMz91Fzs2VaMXNM1718BTNl70+51HqYQN0bIGHsdjz3fMKFVSe/D4vYA7Vxh+tP4wPwdPH6XqaDoPHu/7Sv0uWpt0hXHKrGcwJszf6LXRNfAccSFsGczp6s+4Ggwts/Swp4XerwPu1Fo/nUFGx1BKHQscu3jxYr/T8Cbz6zeOgB4P7gySlIOnkdXMfv3osGvg6Quc6XUm9dZr14PHtZC6xh57TiUh3r6O2tbptel4446goQfPtkfCXb92LlPzFALjRfLp393Fx35zZ+K4qTIwtRarrRTXVHeqO6ZcqhkHAM4/age4C6aoER6s9sd30M7A86Yp+7P7aR+Au552GmrtvDoPHs/A40xi83SgY7p2mdP23ar+AKuLP4hL6KfGS9GGyCi88J9RZ9cNd+VChba2ftmByxgdr/KS/ZfZ791Jm5NkOXDZ9BNZqE3cHyXoqZCYLyUD4S2Jo7e9jVuBDwtTcNgF3pvAV177iTJw1HYbi7i01749D56oEC1qKz2xpepvzVyhP22YhrMrmNbO5Mz3vKsdWhlI7l+8AVLaLdrT4g2Aah48pnzC/VV/xYZo2d2/oiiXS+yw6esoBe8Lf7nbady0dimr7dtqIw8e58cslZTJeZJEFg8eL0RLKVIbQArgb3oZjxEMxfM8pQIePOUZUK55pG6sJSwy/5dKgTaVaITOE6KVOwdP+iGOFxoRu4KatGJZl1dNB1fVU+nhTf6qvuHA97BT8d1rJg8eO5ZRejz6OZayD3cZp0SFal3/PU7ZDohD+tn+biBFDh6tSqjI8Jf4e05lV1Xeb92cwSNx84Qo+oeAh/Hrc4IHT8DAUy45TU1x4NJ+Z7Mf88WMQacc5yw3f4TyUKUxNCbwwr22pLRyBw5ZMT/hqLiKmmLhJQG3XY5SCfbHfVMY0yUqqhow8ES2ZV1vXPF+u+A6SQoDT5jtn2u8eX7y6siv65MsR63iJ1ynzoPHPr9z7mDp9h21JMs1WVMGKmzQroEnoY6HIwr851+wPpQdj2WNqltUrV0qHKJVrl3f6RBNiFajHDz1Bp5wDp60Bu/RcR2YtyXmefM8eBzDYSNDUpYF5PFybYzmGScLHo4FcL21GyVZrvS7OWgc79+kEC03bYcqGS96oHzL5TbJss075xgTfa/CDB483liy7D6ztjkM/vKt4HGlAaBq+hs9QkWlyMHjO2DU7t8zpLr3HhmKZ+vgaNkxDs3dBl56GVzojtMKDNFSJtvVe4HrtdZX2L8besW4A6EcPKWgB8+GTaOo6njIS6b2Q4ypcL6OBh489kdau76WrMn74fw5S6IHj/8m5gKehTDD6mQtqUpdiFaSBXq8kYHnlO/CBY8416nWHVszLcV3XJX+KX5ZlGOi/owHj/PeeaiZEK248qo14jun7mry1hB93/NnBlchypUBykolrlilYdTx4Bnsi88bo1J48AT0blgXjTx3shYw8ITq0EClzGsP35YB+xAOhGiV+vzfMFDWq98Om+0C2xyRqIuH92DYSNC4VG5y8OlRt6IdGTsfv3IQS12IlmfgSZps1NdJzyDi/caBbdIDq4oNuudSLUSrL4cHTzjJMgQHOeWkhK3UJp+tCtHyd4WIqRfuNulxcetZvBSevcrkOHn+7ksjv0818DrojcZlH5z60njSXNtFy7z/U//esPMLG1+vSaLCdP2EgI5RWJVKgbq5ftQrC2dS4AyWdMyz1Byb9jdJWE1PyRE7JOwqdeg7Yf9a3hLvEqlWUOvyyXnl6H0eNPCk8+DxjK21vsUztvUl9AWpc/Dg9P3VMYpKneXVoaGpwf7CzxUX6o89T580OXhU3CJWwnPvlL234IjtF3L2wcvjlbbnzx7KskhWT2YPntN+AIe/B4YWWD3qJ9Ue9R48tTFkYFFBKX7xuoP43RtXR18zKbQwI4N9fZy+75bJi1xxlrVSmfccuwNb2F0+mwnRGqEceN/fV2adzS2oBqZFnlOHmyLAFmdwmBe6j6yG6QQPnqRt0hOvExqnNBWiRXB85xkI3N92sFLOEKIVShMQ02cFcvBo1cCDJzz/CPaL4CXs9lJgxHjwMFbXr4dDtNIaVg7YZh47bF6LTEgO0SrXdPQ+arQom8HAUy6V+NTYCbxq8L/8yIBWh2h5pNom3TvWGRtsqgYmccGT3L4/lGR5XGv+stv7+cH4wWxattr/zjPwqAgPni+ctgeXvTbo/QK1lh3Id7XqRG7YLbQLYl8tRKuiRykz3rjf8p71ETl4Nrljqsj8DXZxrTSl7rPAYf59JP/WqXosm1B5q7THdz1+kmVT2Os2bqKkx0Ju5bVbHcuZg2dkrN5Q4f2o3spClAdPwxhM7/pZ3M+d5MeeflXiBxce7z3B8aSJqpClcnDHqIgky1rXfVRHf1+ltlqpo3YkMGXmddKVkgp2GiSUhWuldYwjVd8zoMaS0A4Glf56D548BLyxIg0O1nuJ+ISxvqwMIVreIN5drXC3TC81MBIq5Rp4ytEePPNXwDlXRsewRuA97Daq4OC64U4QKUk14QmXW5rBZox7dJSBI9rTyfD83Zfw8gO34g1HrgCgrxL9e45MmQfAAwMxExUvSTylHDl4jAdPLQdPMMEwgGpg4HkS4xaf+top8VQo+x4VQe9HD8+DZ6yqY/vMLIOlLedO454PH8PKRdMjv0+V/PDwdxuXfaiVdeQOK0HcJMsAH51zkcnN1WIiDTzOlp4eSjmDaGDDeHh1uxwYuAdWNTu4i9bsaQn92yFvgSNrfl3hZ3MmIiZ1KhCilWZiXRu2+Ysv9rM5CfeRZXJ3+KrNzYvqeM77rD/H03HGtOAKvrcyH955yU+yHOvB41yjEp28PqkOzZzSx1desifzhmLONUqYS+fJSXPIW2Gvs4Dgcz2VZ++c5XDQG2qDImfhLYy7yBNYOVcqWKaqxPabzWB+TKL/QPk26yWb4h6TQopfesBWXPmWQ+v1SkEgRItgiFZ/WfGMDW11DTzRxtp644p3XGAXrbChKm0783+b+mt7XjJ1Bp6T/xfOvqLxdULf1TatzWfgcUO7vPpWUvD5sWN5waZ3UymrYIhW4i5ayTl4lLcZQigHj7uL1v+MnuicHvbgqX+tMZvV1HalC+lnc/D0M1rX39UnWY65rxBDAxW+e85BtXtIalNWn2AOngYGngwGmnJJ8fGxk/lbaUXbQrQ8GuXgKbnjR3eDhqQQrUAOHscAqxTVqmbt4BLeNPpKSt5ucOZI/xrhPI1Hr1rEjotDm4UAOuRw4TE2Lbh1ecnbRUtX6GOMCtXG/ZbvgFGfg2ejNfB8+Pn1ESr2QKNHOdnAU/PWamCLSNY0wHuBzyultlRKlZVSJe8vg4zuwI+/NoW9ccTE1gU6yaYMPOb/TeNRBh7zvzfxjvLgadjAvQqUxcDjdUIDM/yPvEFkkhv7ISudFdA0HUeENceLhU86u69c8geEpepY5DFlJwdPORTDvTHBwOMm2nTdxb1V84AVNFQWfg6eBC+NNDQ28KRfTQju9taogZs66K5WuFumh7dJDxMwlpRjkixnxN9lLmTgyeRmPBS/Ml/ndh9pKc/hLh724NFOXQwf6l+6/ruBSpl3PXcHZgyaelmpRA9inpq9Cydtejc/n3tmtD6eJyIqfZiU785aRlOfuDjwu5bj68bTc3bi3JHXAcWHaHmDVm8w7CdKDpVlf7nEyHiVqo734MmTLyuOhh5VYTLsouX1wb4Bu8idyRKIzsNmBxlOP1FyB9HAhrGIyY/rwZPkZZgnRKuFw4x1U43Ro+Zdm0NIuD8JhWjFeaEFZXjG1qr/bC6VSlxwzPZ8/aX1uXdqp6V/Nr3juTt7CsZMBPKFaEF9DjXvnqcNDkZ+PuDk4Ake4PzWcR4846PRn6clwcuiIQe9yc/5kjlEq454A4/bdw2Ua4srqi6MM/m6RSZZTtMO/zllVfQXzYZoOeU7FgrR6q+UWKetB4+zhXJil+162Pleo+4BYQ+etIbp+It6/XtdDp4djofFu9rzrV5R4/tQGXrP72Jy8HgePPBfY6fwJ70dSqng2DrpOpvtEvTiifPMca5ZpUTVGZveqpf5m4DULfgp5f8G4bFALWl5tAfPgKr34MkbogXEP+vCqHoPnkZjkiyGd2+YUK3WJv0t3UXL+e0Cw76oJMtu3x2bgyc8VnfbpHsts4vWIzav7ayZNaONVxfqUjMkYsfuobKqep6Vng5ODp5+PA+elCFaER68m6plViwc4kV7b5Go12jZTbJc3+Z2Xjoz8H+sKsmaBvgKcAbwT2AEGAXG7P89RXgXrRJVKirkeuVuk17KFqLlNeAoD56GSZZRjSclXsXJshqzxX4mWdPxn/E/8t3AM6wYNCQqRCvFmLG/XPIND2XMineUF3wgfMP5jTbphLKouAYedzeyCANPqMOp9A20wIMn4veNydEURVyuqCg8MW7CVPd1OMly3fluQjw3Zr2J4qjEGHgyce518No/R35VP5mKMvDErxzEUhei1bgQ0gwaygEPHhV4eYPerhbqUKdP2eqh0odJuSFaOipEy1Usvk09sOpVPKbMKkrRSZa9RHp+voJyMD+VR3/FGHjGkpIsF7ia5Q1oUhuNfIeM9AaeimvAbgNRSWa1vwDiumMTeD6uj9gmPeB6nxiilba+NOgzC+Km3f8LXnNTfe6nLDTYRStdiFbtv3Hfg6fMWQctZ/M58Ym3M3mhOAb9pqqY1u6dmhehe5w6aK61YGZId/sMTpODJ9aDZ3wk+vO0OJ6MmSn3+cbv3EmWw14eEfXbNfL2V0o1DzMV8opKuyAYfp2HcNsdWgjTavl4Tth0Eb+bHRNaGh40NLWLVjlQ3n3lkh+iVR50PHiSfpRAeJLRrS+qa9r1NBiYCSufk07RpBAtz4iSJgdPpIEnPAYJLoJkJZiDxxqVne/LYWNiUt+9cEc4708Rx4Zy8Lh5HQmGaI1RcpK2VyKM/Mp57RC3i1a5n2f65vGO0ZfXeejkDdEy10/2Xgl/5xptihyTeEOvqtZ+HW7l2MHdbKZRiJYK7CLlLMa7aT8SdtFy5x4lpahqzb8eXce8oX5mTnXbhrdomb4/qSUnD+k8VNvN8T2jL/G/H6HCQvUUB5X+2vg6R77fLExMnefci9FxUzg5fBgvB0+lgQfPkAkRLE+ZUfedS5YedqsMx3Y1/gDWy3BO1XrwRK86jmfMweNV/JGxcdbqqcxU62vf2f/9EK26bdJTjGXzePAoBQeeH/ioFqKVZIGOuNfpi+s/84gw8AR0iGGgUqqFi1gPHgWsnbGS7w3vYt+r4CDc6QASPXgCiYLdSYh5KAQfP6GHUV/9Llp5CHhKJHjw1HLwxJdVphw8Vt6oU89cA0+jvDeBiUmpz/8Nm3ED9TwhPAPPhq2O5Io9PsXRWYRMnWP+Iqiz5CfEuvqkMvAE5Zx72LYsY9vEU9I8awO7qqn6B2g1IacBmLqVPkSrNkD6zIt356eX3AwbAwfUHxslplRisK/M+pHxwnPw+B48voEn2tDUVy6htTGkxw1qWuHBs838oQZHWrIkWbZ9UanNBp6oGG7PgDwe8OAh6DHpOVn6D7RyYEeKuHDn4EkNULFvCmW8Mg3mbo3iCSDnADxiUld1FhNSefA4Cc+1VqBqz+ik50GWHDyu0TZLKEASlUofjEM4v4sf3mvrwh/fcTiVcomNf/4+AIMqhQdPnBfh2Mboz9PieDJ6/HOrU1m+7i8pzlW+4Slg4MnSZg99B1THYMVRcNuPI5/jYQ+V4OcpJ90QNNQ3HaIVutYbbjf/X2SM/XfopSwJb0bgxyuHfucmQrQIpTIY7CszrM2kqDw4nVFdpk+Np87B8/zdl7Bk1hT6195Vf9zCHeGEqG3Q4+SGjHcOXptLzMGTtIBbFybufZwzB4/rwePn4Kl9v2hmqP0lGUTDSZFjwslKAQ+esIHHSdWgSvUGHl85G33gG5djcvAoxSd3uZTvXP0v3hIO0QrNvWZOydc2EhP5R+TgKXRMYkVVta55PLcyB48zzgw8P7x8Sc5YJ2DgcerysgWz4H7vi7CXlrt4HSyz8armn48Ns3xecPzlzeezJMz/S3knNq/ejxoIGkjKU00/9ofqdmy33wnc/ZD5fJQKC9RTAGwab/Ds2ekk8+fg5UINJ4evx7bBUoVNus/kqfPK6ITPw7yV5vXqd8DMzWGH5yWqkmVk/gKt9b/Df8CJDc/sApRSxyqlvjQ8POxskVkz8FQYDw7CXANPTg+eTWNVDt/0MZ56yRr/O99AYf+vW0FtVYhWBGlCtOru9XU3w7nXppBeuwfPdbA/Ieygr1zyd3oqWQ+eklL8efeP8OVybUXI68T6yqXAw3G7zYOudQGccgrkiVDeBNnRKzQZU2Wz/XqaEK2bdvswvPLqyO8aOjFlyMGjA15fyXXFkzcaE6LVMO+No4cq1VbNmnmEePVhU8k8AKaoEY5etVkTEkOk2ZZ57jasnbF9wjlRcoNltWLhDF5/xIrkU1IUVJxh2T81rvJ4Hjxa0ZfDg2ff5XN5wXaDgWulHXuUHK+2wkO07P364Zgxbc+b9GwYHY/tM4uaxELNI3O7zaJz9NSRJ8lyyMOz1QSS6Pu6mM+8fuJH4wcafRp58LgTkkAOnvAzrrs8eGqXaMK4FhGi5e62UU4zsfZCtLSmqoITmCSdylkmd2XXgydCZo5dtMq+a1t4Z0JbX2w5LJgxyJxp/f5kdAqbjEdtQqLNWIPEWLMePPWeAP/Z8uSUYxv80LE0O5FGMnUOHPuJ2tgkysATmuC4G3QE8xqlHC86r3/2mgP5/iv3y6533cJIKfD7jVHxPTDrzw2v1md7boTrq3udgUqJYTwDzxB7bPo8e278fHI/6pTLZjOncMJuS4Lf6wQvmyQyefBEjL0TQ7RCZeB58OR0qXbP8xK5u1fYcu401rxptXP9hOsk5cxx5SrXwFPyU2WAmQ/V7qkcvN+kkF0/LKa+PL1akhSi9YXT9mDnpbPqzk1DogelF3rtlHORYxLvuaB1zfjSykela2iuq3Khcqj0u0mWa9+98tCEcXdMdIJJsgz/emwdW80LboRTM4qkbwOfGTiLwzb9N3p6MNXDQF+ZQzZ9nJeNvJnNhkp+F+DupN3/9D2pr+NRdlJlJBud7fGlUi25uVcOu74Ylu5hXvcNwt6vaNiHZukV3h3z+QUxn3cVgV20/BAtz6BQpcx40AruFNx4XQ6e5Bbkh8WMVXmMmahFtZhkfzHDig/HgZImREvFDKgy4g9Oshh4Zi+DQIKrEF6iXSfh7ssO3Ioz91/Gyw7cKva0fteDR9cMPGHiPHi2XBDtzQFBDwA3RMv1QvnoSTY3QV1ivUpgMpvE0zO3h0XRybOqjXYjy5CDJxiilbIuBuqZqvs+jnJoK1HlvM6Ld2+jyk42xjbllhVJmo6+0s+fd/+wc072HDxJgx2vbqXydAoMXEJ5T6jlsKqjVDNQZk6y7Neh4Hlpf1elSv7Ocp304AHYODIe2IbUpaC83QDc+fAzAGy/WbJbrM9Mm9B22cEND108x8isTQDaQ2QOHj/0r8SuG7/Im0fPMQo5v8NLD9omdE7QAJS8i1bGumrepDunCZrLwRNetQ8aeFJ58Mzb1rh1H/6eWvi0lZuY4DvL7oPuYkeuIk03YTbvy9Gf23o0jU3oKA+dBC8An06GaIG/g2kwRCtHgSbsQBEeA9Ry8ECg325w3UDds7/FqiUz2WtZ/JgpXlhy2x2lTDXOYbHJLenDtzlzSq0uD1TKrNODZrFjYBpPM8RjzEwdohVNfH6kRBLk+osW3k6xkV46XkeU8J331stvmdvAU+/BEwh9K5VY5k6oEyenYY+bmHJwjgknWV6rp/kLz+Na1fcFfg6e8I14Bp74cgi3T3fudfSqhN0WG5BYxyL67yLHJN7mqVVdS5Kdw0afmv64JMtQ18/PnekshDn1fGAgIWl3jBGvrGDthlEeGx4J1kccD54MC41jqo9/6sV1z/r+Sol/60WsY0rg83F33pjCIzuMlwt1lEqyp6fvjVRivZfcvIn8gw1HBkqpw+zLslLqUIJP+OXAM7mv3iF8Dx4nRKtCNbgC2YQHj1fxN9kVX7dx1+Ko4z14Grr69k+DqXONsaUJqmkMPFkfyvu/DgZnwa6n+h9N7a9w4XE7Jp7WVy75+Yj8JMtWvWVzp/LoM5voK9eMX5VQkmWSdvyJcVH2innRzCnst6edjEUk1ls6e0pta8+cNMzB44doWTUTHqRZQrS8AYAblnXH+4+G99vrNEr4Vg4ZeArwMPBz8HhbAY5uyC0rkjQhWnXnZPfgSTTweGJTGXiiVy28U+MHzOY+TZLllL9HaGJTWwmu30UrkVLZN/Ck2l0qA7UcPEY3L0dRXZLlFB48RXrCnLbvllz3j8c5aY/obdTrmLs1vP5vMGNJw0Ofs6vpf9xEly3jjXfCd18M998QnUfK8x7RiqfsTmlhD56zD/FCE2uzTuUYD6oxXmnesalQDfpMgBd9p3573pzUFl9yFL43ap9hw5fnraRadcKhKimMMP3T4C3/AGpemv42yAllVs4SolVKGKDnRcd4I0QkmzRvzedT1cboHDsB1/+YRaxqUUmWcw6erQdP7hw8Hgt3MP/vdnr9JWL69HJJhfrCRh48LQzRqj8gIqQ4xTgzzaWdez5pRR/bLKi1+4FKiceZwVNMo1IpUykps7tiUtGk1Se3B0+8V1YtyXKE7MQcm2EDjz0lZ9m63sNR26T3VUIFmFQW4RAtT07EoqmHycFTO+dhPdsfK0+b0p/gteN5OFr8XbQicsHEqDtal/80H4ndqO/BUzuo2LBx839Va/+3ig3pL4BkA09f6G1tPBBYpAtEyiTUL9fAU1I8bhMsz5kWbhe23jZpQIb6fJKeenVOHhkpOZEUiUN1J1R/gx4wt9ZKAw/wVfv/IPA153MNPAy8JvfVO4SXD8VzDSxbD55SbIhWVg8e873n0u8+qL227TXyyCTLjQZelQF4011Gx5O+blb+cpAuRCtjo6n0G9exjPSVVYQHj/nuS6fvyZ/ueYJZU/v9simXQwaeuN02AFwDnbuzSS2CufZ9ROf47bP2bXr9OP0uWub6SZOM5PwWIbERIVpu/Wo0mXE7zaAHT+JpiXgT9xEbolW4B0+aEK2G50QdE5KTouNNVU5xbqne+CjOg8fzRKSUOAGMOsefxIfuIYsHz0ClFEj+WTR+wuFKTJJl269uGB1vmIOnCA23WTDEr85v7I0TYNbmjY8BVmxmVtNr99FCC8/0hWaBgORt0t1aF87BEzXQV24onTsgCvepeUK04spju2NSyvJkxA9+w+HTmfD6j2UHwJk/hy32RV9xhfN1tgFi1ffea6xLqgTOYXY7PabNpJ0c6FpXYp/XsSFaMQaeacQZeNxV+yaTAsfhezI2Z+BxPXNzGcxmLIYL10ZfIvT7uBt0dE2S5QjmDsWkDog7d+eYpMwJzOwP3vNAX4kvjT2Xn43vy4UlsxA4rmN2ipu3Eh67o/G9JGxhn0hCDh6vuimVJkSrsQdP7ZL56nHZ8XrYcq7xjHAl1YVfNwzRUsH3EbhjSmPgqZXBE0z3x8ozpwxA3bjZMxaGQ3ticvAkUB89kY80XmIBD54iQ7S8RUCt/RC78WrrDDyx26RDhDeOGxHjlHVSapGYxc6SUqwfGbc6hHI7+f1i865RA33R9ada6oPsjjs+tXlYObm+HPdpuPVH/Gd0L8eDp4nF9EYHaK23MtdQ/6u1PiP3lboI7+HodSxT1UbKVINWRteNMLMHj/l/xG6T3ud0vv4qoYox8CiVrgPwGtOq5zc+NgZ/9SnRKl9s+EUdc7eFqXNRStU8eLTx4PHKYfa0fo7c0bhQ1jx4Qu6gCQaekrNL0fBAzRXTzyfjlneE+10RFvfgdtQR8uxvUEoxwM6yTbqfg0dX4FXXwqO3B1cTGhkry66Bx7EPFODBM+p58IwV7cFT36Yan5Omnmcw8ITaebLYOOOftyITc54dgO6z9byYAxLwwrsate+X/iIyJFOVSgz0lRkoOP+Oi+/OXvaSoQfL0vfgGYk38LQrl03T2Emvp2+71I7aRcs3/gVCOVVwwuHnV6kd43rwBBcNchp4skxi01CqJHp+5NtFyxqNXF2XHWC/clYgMxph/MWXFFH06RI4O7z7SeNxdfMD2c6DyN8hNp9IKAePf7ytR8aDZ1bENRIMPH3TYHRdFo2jaTZEq1wfolV0my2Hnkm+6VcBmUK0YnJj5aFB2/3w83fiuF1jNuGIGme++4lcY8xwGx2olHmCGTyhZ1AuKfrKpfiJ7pmXwSO3pv/BstaRhBw8qZIs+ykYoibCYZnegmDOJMtOHZs3ZCaUrtp13rmJY55wiFbQO3jaQAk2wowpNaNuFYVypqGaUq3PC4/x3STLdTl4YsJBHcILZdsvnoPNq98UiWPoFnvwePYWrWseWK008ASSLIerQlyILsE5WGIfFLN4XS4pNvgGnroL28MLMPDEpBsYswtW6/QA46+4gpRB+j5+iFajXbRmLoHnfJTSz25jvd0VsJk5eJYzP66UCixHKqU2V0rtkvvqncJLIqn60FsewEnlK5mh1gdcytxOvd6DJ7nYvAY8bl1Eo7bIS9omvcgYzST8AXzSA6wAt7dEXnMDvPxXADyljcutHpxlLp0Ql172rA2eYSchRMtdpVg7dUv/dc1Dwr1OazrH0/ZbVnuTIgdPIhkMPJ4RYISK2Q1i1YkB40zDEK3AtoUKz4enmcGsly9lpNxFHjyp5GZYzfIOSXPpmN9z6/lmRe2gbWMMOPa33WZBhsdNXc4H+3D03oVvacv9YcH2hCmpEoOVUvrkzhnwVPQ8Hyt9fYHPPYYGzOdPrR+NfWh69XvxrCmR33cN9hnjbw3fJgNPpIdIhAePmVM28OAJ77jnXyQmZKMRsYbPnDTqY5sxXjd4TpbShGg5eJOcagpdMk/uSqX4haSIth7A20Z2bs1r2M9JEJuDJ2zgqXnwqEYePGHjVX84wWZOCgrRqoaNoAVSP7mueZhlC9FKbreZaHCPL9p7C6b2x9T1uB2jcpRb+LHjTsz6yiWTlDquEx2aD8tXp7hK3iTLjXPwpNpFy/1ulh23xoUi594mvf76brHV9YWJu2iFDTLBY2fbra2nT3UNPKVAiJb5zDHihA08dvvoal8oZYIfohXxXIqpBt96xb5xd5KJ5JwqNg1IhkXVLHiyqlXt78baSgOPWx/q6kbY48zNJ5l2J7+EEK31I2bhfzDkZeN78LTSwGOdPP6mt6KyIHvEjKoa49RowyTL5vplL0TL+SwPWUYd3wKOC33WD3wT2Dm3Bh3BqaQHvI5F/z4ZgCdnL3cOqRWqLoW3CmzgNeH8gJWQmdOfSNkXddukq2ItvElUtTdZb9xBtYOfVfdlaWWUl+73Brjymshhi9eZ+oOfgelmy9RK/AQu0KCcAWXkXbcofnXJ7AaJ6uyESKUwMAVDtBrUFV3L3h5Fo0GpuwWvUhRiK6nz4Ck8B0+L6myOHDyZkyw7D6ltF07nT+88gnlD/VxxxT3153kTq0wPAM/AE/TgqfVL6X5gpYwHT+rkzhnwVtp8bz07yQu3jIUzTFt+6OmNzJse7fZbLik+8+Ld2GPLei+krqIcNPCoooySDYjy4PGSuGub8H+8akMdkkI9tEaVIjx8IJBwH8gwocswiU1DuS/ZW9DbvS3LAFwp88xotOiTNUTL9+Bp3Jflzb9R19bPuRIWNRjKbbEvnPET2PIAuNRskb1ucBGz1v0zwYMnNAbyPHjYFNhKt3ZAggdP/1QowIGnPtl8Ruw4otpsDp4E6pIse9cphR7EjcajtrzHdYrw/0bEXetV18JjEVuMBxVp7toO4dQwA6Ft5CulAu7VI3OIlv/0j/jKTkaz7KI1bwXs8VL41dsjZUJ+D56oe4u8wnk3wMa1yWWRdhcthyqKUqiP859JrscOmNc7vQCevIfH+rdg8W/OrUktxRt44ob0ebdFD5Oc58ncSzDJcvQJl79pNQ+tbbAFdwiv2le19sdi463MsuzQMETLjVwp92E3R0428MTUn5JSvid72AhT2yY9+1g0XFRxG4Z46VzGdDnfrrHaS7LcIETLtn2lVCFJlrOcuYXW+p/uB1rrfwDLcl+9Q3gWP61KsIWzVeRCJxGwm4Mn7CqZIfdGX91OCI4HCjlz8BRE5A4qYdoY4vCbNxzK2ee/n3LflNhL+3k5XAMPRMfyW9wGFUx4HXHw0r2yKZ2WhAcf4D/oUw0SMyRZ9nqwuHjjRtdzJw9uh97MM8TfRatVOXjyhGilIYcHTzM5eADmTx+INxLlMvAEr1OXZDnt6WXjwVP0DlrgePD4OXiiBwQLZ9Qmh0l95nN3XsxmM3vLg6dd3W5kM3ZCtALbtgfyK3j9gveZ9lfpRnQ5WGcHpsM7H66T35BAn5nulEQaTIJqhsUcshtMXrMaeGpjlNqNf+n0PfjtG+pzQGUN//Ko65s22yVdxVu+Gsp9/q4t/1n0LPP5U/8OXcArk6BMT98+NR4dWp1o4CkmoXYt1KM5A08gyXLBFp74sFMy5eDJmv8pWVhM41i4I+x4QvK5BS68hB877kJqpaSolFXzBjcdXAxJTUKIlkdykmUvRMvJKxMjs2b0y/kcjjLwRKk9b1tYumdy3x32uAnfW8SgUaNQoR9Kx3nwgPHoO/TtMBDyWnbLqs2kWZAPh1tGsdW8aey39dxs17aXruqax3O1hR48UDOCNAzRcn475Y7hknLwJHjweAz0hS/sjFFSctq+xiNuwYzg8yduwdLz4BmnlG9TEZunbiTtLloKNrRjFy2H+5RSu2utb/J1UWp3IEcgd4fxcvCgYLDWUZQ3c7a4dhtkxhAtMBWyOq7rPXg8g3OsgSflqn8BhHfouKW6Vb0rVit0efUfYX198Ku3K8IT60YCerl4E46aB4/9/friJ3BlpfjI6MncpFewn7uLiO/N4Fxn5hKT9PDCmalvJxURuVUCeB3b3mdx+7OOThQ1nmAQqCPGg+ekTe9mUI3yzQadVTmcg8cT20Qom2cBHytbN9uic/B0QYhWpt3GGhn/4shj4NHBgWUzSZZXLJzeEnfgamgXLT9EK/Q7zhsaoKTM4KZdXo+F86z3wW/e7T9v/BwNnbydQFgmMB5hDIiYcPgGHvrqj3c9NVLnvijYg6eBp4vfNJrZRSuGcl/OEC3HgODloXto4Wqmr72DaRsfBAh4WWahWYPE+c9agdaaFYe/A375OOx6WrrrugapqMF+ooGnqBAtZxKZljnL4Qm7xhnhwVP0uC3cpwXfNhhPBA4tMFF1M6GShRp44u/ZePCUCjC4+R1CttMSkiz7h6TKwdNXex/jFeTJye/BU39eskdKll207OuEIUIVuzPrYRfA8kPhMw+byALlyYtWpm7HpIQcPK1+lqYZMxW906iHu4uW7zTQYgPP/KEB7n9qQ31/V2fgcUO0UiZ6D6QrcMYWzms/yfLUebD+Mbw2MXdokO0WTYenGt/DSw/YipcesFX95e11pg8EdfTy9VZVJV8/X61tk96fdLpv4FGsb3OI1v8AP1FKfQT4B7A18CbgA7mv3kaUUscCxy5evNhJXGhK+q/VZexUuof+ucucExzrYXgFOVXuDQXoxJ0QAMYitklv12TFnTAdvOl/eFzP4NZ2XHj+ysSvvW2So4rBe2j7ZeQZ6JKSLJcUnxs/AYCDnB3N7pt7AE/rKVw+60T2izk3jt++4eD4WPMoGk3ilYILHqVUqjDYaECRYRct7+k6qoO63qC3M7lBG3RWgRw8bt6GAjx4xsot8qpomwdPY7npPLIyGOxcfANPjvvzrxkM0UqfHqXEm45Kbsd5CXvwVCrRIVrlkmL+9AEefnpT7xp4Dnit+bN4/Vu7jPxRaKc+xhqcIvRTJcWoLts484QLpK7jjpAiyiOtgSdXe2oUopWwahlBLUSrXpfbtz+f8ZG1HH7tGVZ2QSFaGZk5pY/3Hr/KvDnpq/EHhr0O3PFUVg+ecO6NvOQJ0Xr1H2t9btkz8NTuregWGx47en2C1kHProYePDEekLnINdlo0lvK4dSRt1OmygEJt+zl4CnsmZBVb69OJfwuyQYez1jhGHga7OiVe4voqH484/E+DUK0ogaNvoH04DfbTy6rfZZQ1zyPJV9iQohWq4msZ8/5b7ihtul00d59HhWnT/A8Klu5TToYr/L7n9rQcJv0wEKR+/zL5cFT+3jQ8+B5xe/gnmvg2u8AMG2wn1++/mC4MM1dxPOVM/Zk5aLp/OOWP/qfjSnrwZO3D7PPjTFdYTBFDp6SopAQrdQjA631l5VSTwEvBzYH7gXeqLX+Qe6rtxGt9aXApStXrnyF14N5hp5TRi5gtnqGK/uiK9eCWUNwnyMsxcDI9zQJbXrvtXPv47G6n6B9IVrjjgfPf/TCtlwzDV73FDUA9Sd9Xov3PHgSGoHbAbsyN01ZwM6bvsoxA5tl1nGbBdOznZDGS6OSchIQY+WOxHb2XzwzqwnLine3lVfKv1wziwTeb1i3O11R1A2aihroheSkyMGT6tpZPLJcmsrBEw7Rsqqk7HuKSGgXh1e1/Bw83gQlos4tmjHY2waeEF631s67WT4z7GVay8HT0OB0+Hvgh2fBvJWUNijGKRVn4Gm3B48XopXUBl5yabSRoVGIVtYky0qBjt/lrtJXC0kuLESrKI75ONz49dg43sBqbmRotaNYXF6fZsmTZNkNdYoI0Sp62BbXp9UF0zbKwVPyDOQFKNhhD55rqsbL/uAENco2RKtzOXgae/B4u+okJln2jZCl2Gd9f6UE45B7B6GIe8vdd0clRW5AlfpQukCS5dhLhcrNT7JcoLdaSiLHTHu/wvxZvDHv0ECx+gU9eMzrViZZBlgw3fR96zaNBb9I2CY9sAFDYg6eFCFangfP7GXm79pvB2W87Fc0M144YgczF/6H85m30ZJu0sBTJSH5O/gPEaUU6/QUE8LYJg8etNbfB76f+2pdgvZXxwzDTGVYTw0OYp0fcsnc0GQ+Q+6NSnirSz/jt/m/LsmlCu6i9fftzmf73YrJ9h6mtvrUXZOjWVP6WLFwiDcftR088vfAd/VJlq2BZyQ+86LbAQdz8HgPkgKUbkSGFbfGsjI8RG3Hsmrp7HzXCnjw1FRvJkTLzzNSUnDg+bDNs3LLiqTO06ZVchNW6OxX6Tx40g/WAzTjwRMK0fJdvdN68LRyq7+QB08pxoMHvBjqtRPGwFNyHvDt4JMv3I1rHwt6UWh/dVTVfoM4fbY+FN5ihkKljRsYpWLizJOXgdMplyHPSCoa5eBJE6K1VTgHTuPJCMTnkYqjimdki5ZbdgwjeXfQ8X7Tn/cfxSGVv1NQ8BPs9XLz95Xofj2QjyirB08zBoYoOXnl+bto1c4veuE8PHb0qqXx4HF/8wYePOX0Gzg0pCkDT3GT23CS5cB3Nsly031oKJw5NVly8ER6c4fOV+XYZ31/SZnktXl/l6hdp5KOz7KLVlj2vufCL94CQwv8j7RWdcXkGyITyr0uLDVsFIugVY4tOoXgcqsMPP6Cq/b78/FqoZeoY4Hd3OLRZ0K5MxP66v5+x5CfuE16tIEnGKIV4xnmHb9FcfNlb7ML7YRo5cLm4BmnlGx4LnlJluF744ewcsddOSbnAg6QPsmyMrxCKfU7pdQt9rODlVIn5756p/BXr01BbzEnakWuVjRL582M/S4Ob5DYF/LgqU38zIv65LfB7UsfXrQaVibnZMmLP3jsaMKHeirlEr8+/xCetUO9V9GAn+DL6jzDet/o+F7NHa8HvXnidThCfYl9N30mvdKNKHCyEpxsNZA1dxvzf95Ei6FO1u/wCvDgUUrBERfCsgPyC4uiZbtopffg8VVJlYOnHP26Iclu29GnRG+T7l8+5eRbtTCZYXgXrVIp3sAz364mpUli2Av4P0+brjc0WKE/9Ixy20+WpM8lpRijzIiuJB/fTJhHMyQNLHE8x/JcqkGf4+WRSktgI4gIpk2rhbfmNvDY3/ZTU8/jT3t/OpeMPASS/kZ5rbqVJzy4LdrAk/dZMX0z2O881lR38T8qOjSifhct79mrM4VolZqYINSRo/y1a6goiKScJpVyiXKplC9ZeoC8SZZT7HwXlf+x7nzX0KGDn+W4ZvR5UR48SR4GCYUa3vI+tIED+5xj8lsO1BbMq5QCY47n776EmdOs0TdpAS3cbr2wnzZ68Fy584d50+g5PLNxrOGxXn2dNlDsuKm2i1atvxivttbC87zdlgLU70yaZIwP7LDZoA5FnB9MshwsQ1U3pi2esjJlmtuDx26TXqXUYBctL0RL8RBzuX3ekfmuZ8nSGi4CngV8AviC/ew+TG6eS5rSos3oUEW49LwDeXxdyBrpVK7Nwx48KQabXidZv026+dyz4tXtZNXGHDw1nXqHJbPMwHbYcw886E0mHn6XU2LPCeyi5Yze/dXyiHMue+dJxVr8ixqYElrdbyT3Rd+B+/4IU3J68LiJ0gIePPnxJuNpVj5yEe6Ei54UZJCbyu6Q1/hXbSZEK5Rk2RuDp7x8qQXbo3vUnte2r6x4SZbrmT3VfDdBHHh841ZHbe5+iJabMy7FacrklBulQinpqZInRKupNqwAnToHT67nb8G7aCXl4AGYPVTzt6kLV0hJ+9pM8EIBg1RmD56ClPb7vZwD9lIJjvoA911+mf9R0bvX1NXDwLM3/SKP8vvPAsqumfJv4S5aLuWSoq/IEK28Hjwx5b3L0pk8M7odM9beFG109gYNAQ+eBpPYvP1jxHm5jfN146PG5WaSLNfef/zkXeGzg7Ah+VolFeoftz/WTKIH4lMnRN7Xni8zxtocPL3N8fzgj3/msA2jDY9tnQdP7aZ8A0+Ld0nfY8vZ3PPhYyKUCefgSfDmiiMmv6h7n/UePPXHF8WqJTO5+u7HmDNYgmdA5zUgpg7R8jzqDc2G22XR9kxgN631Y0qpz9vP/gUsb0qDjhAs4JlT+5g5NT6R8tTBwdjv4qiFaKnIz2s/suLe6nw2Lz3qv282+WFWOpnQMyuet9X9T9qdl/qnwuq3Jp5TiugEzefx5/hxnkVRYOcT0LuR3GlzYeWzm7hYMAdPEbRqRwGfLDl4+qbC6Pp0cnMYeFKVWVtz8HjXCXoI+L1Ryt+4lX2Gv1ZpL1FOmKDMnmpW7taPjLdMn3bi2exa/gxIDC+0dYPaYkMafUpKMUolRQ6elPdWlNdjqQzVsRSru55xLcO1bK6cRm2wkjEHD76BJ1rurOnOduE5jRQtr2MDVsdQuZebSbKsNX/a85PsdeDhzenWbIhWBEVPrGLsO1S1Dm2TnnwPKmOC72RhzYRoFTemSvKyq9gEy4WFaGWV0yD0/yfnHQgb/g8e/lutjQTODxmIVIn4JbUcXryBa2UM0Wq0i1bgfbocPHW/U4q2qcJeaXOWw0FvSLxW5Hric/+noY5xzLFjj6fWjzQ81jfwDLYmB497jVZvkx5LXQ4eV7k+oLGnU8Dg6UYPBHLwhOuF57FU/PPsTUeu4JidNuORNbfCo83k4KmFaKXJceXdb7M/ZZZeoQwM29feZYecz3qGOLfnAG5lDVsmU5zvNba+uG3SnR/5oJFPBg5onwdPm+MBCmCLucbA80g4/jOBgAdPRA6ethi4CrxGMEKrxaEpAQ+e2oWb8b5pef3OMpA8/1Z4/V9THhwzEIk8Mt47rP7g9IP1AL6BJ8P9hn63+iTL6cS0NERLB9eoy96Kf0SV8ww8adyke4mW90gJ7derA1VnsSFNH1lSijFdZoSiQrTSeykki0kXjtOUB0+jbdKz5uCJSYLuMWOaE1aec+Lc8sfeCV/gn1udCkt2D17XHcRHJVmOc+0H0OOsG1oGszZvTrdmQ7QiKNojNdzmgm/TGz/rJsNNKdXEeKPQEK2E78rKN/IUQuYQrWQPHgCmzIJlB6a7XinBgydvniD/WgV68MRtXZ6AjvL19PrShPaUZdewVo3v5wxZA08KD56RMTNWK9qDx81F5Xm5tDrJciyRC6sq5rsYytEGHu/e+iulut9ztG+WeRFlLG2SSrnETktnUvGMU3nbWdXz4GmQg8cJ0YLmcp1CNgPPz4GPK6UGAJQp5fcBlzalQQeIWxUL4P4IORL9+eEFMdukxz982reLVu2KvWPhicyX1IC4XbTaGgpXqAePo3fLDTxuDh53dT8b33nFPnz1JXsCtTC5lu3m6Iajlfthx+fFHzt1DszaIp3cDB484VxbyXJzevDs8kIYmGn+z4ynVzBOvpt20fJUmT/drPIPRmTWnD3NDAieTjHI6gX8JtHBLrlWI5TfVtOoU1IwSopt0tOSIc9Ishxv2+HkQaaXQyXb89ddZU9SIWMOHpINPKU+xysj5zOg5eOM6Qv5z5Yn1/92gV20GnnwlIPHVQvy1EuRCDcrrdqeuOYQYl+Et0lv0DpLHd8m3VOkQA+epBw8pRKVUoNcF6nIaTxJsU16qvMHbe7PWVviPBWjz2k2RMvZGTD/LlphDw6vvsa3i7oUFe41EvJq1nLude5B6XnwpBl7PGNTSgwNFNgWCXrw+Bv3dMzAk+AI0SD/Xe246BAt794GIyy7d2/zMjj2k7D80NSqZuXJIZPL9PaBnfIJ2OMlADyg56YL0WrcdFKRxZz4BuAbwFqgD+O582vgjOZUaB6l1CnAp7TW81OekOKYhMqZxoNHeR484VWYxi7vrZ6z9zJT+7NbwAO7aAVy8BSiUjpaloOn1d4wroHHMQVm7Hj233qe/zq8O0jhzFhce/2uR+OPy0qeHDxZ+5os9WTOcnj7f9IfD4R/uPoQrXRSVBty8HhazZpi+t+h/vprzsowyOoFqr73UucGroGk9Jly8CjGbZLlYrZJd49rojxK6Qw8/uEtyMGTNfmn1y5j86a4YTc5J8657rMI3LKICh+KCtEqD8DYRhNqVwQtSPzbit1rPvaCXdhl81mAyX1x3T8fZ/70ATZk8OAppZ1cpaEpQ2txz4ykXbRKyozzCqverfDgSXO9zfeCbZ8FK46GP9i0p3Xl32SC2VIJnnURbFtL5pr4K2VJwJwyB0/d7+QbeOIHmTpDn9eqXI/e2GPf5XMbHrvON/AU6/nsTi+96ITxlq2cNiDKEUIp8zum9SIMePC4i/Hm/3CCZYBqeRD2ODOjstl4ZM4e7L/xU2y+2Yp8AvY5h/968hDWrvlHAw8ec3++F3W7cvBorZ8GnqeUWgBsCdyrtX6oqasXgDKxAi8A7k1/lp3UJDUEt3PKsZND7Dbp/vfm1eVvWs3G0XH4ondA+zx4Ctk2swN8+6x9WDA9wrU7Bnclx91txw/RKk61eDqVg6dAlIIDtpnLFXc+ytLZUxqfEEPLc/C4Bp4iqRvANL6PVLeaJxldXkLuMeGY4rTuzKUW1ruwB49HlGZ+iNamCRKi5S0ad9SDp7Za7BkB0hgDSgrGrAdP4tF5QrSK8OBpcF3vrnOVfaN2m7G96AY5eAKGkdw5eHKd1jylLB489tjKAGwicVU/Ey0I0WqFB8+Jeyz1X5//rBUct+titl04nZsz5KdSmfM/JQnL0+8XtBztkBSipWyag6ZzTPlhURnvuVnvMDcB+Krne8p4Xyafk4cDXhcUlbfYwgt34V20IkjMwZPQ1qukb7fL55vQnc1zeP8n0V8pcdVbDvV38kzCM9I+a4dFhergld1mMwe7wIMnKgeP58qesg+KycHjzYljEyy3mHKpxAPMY+smrj/TLlRuGkvwQg05gDT7S2bq+ZVSszA7aS0GHlBK/Vxr/WSTOjTLKcD3gTemPSG8i1YkTe7k4DW2SsiDp5bTwLzfat40grQvB49/lR5KsgxwwDbzGh/k4BrMXONCW5NZF+rB0xq5jSgpxSsOWs4xOy/2dzPLg1e/m40vjWV6uww86UM1c1+jZUTrlToHTyu9sEI5eJIec7PDyfF7HN+Dp9VdU8IFvDqgqfWdqeyUSvH5seN4mqmclujBk7aSpQ9DSWTZAXDHz+tz6YXwxsX5dtFq0B4y/qCNcvAExiQ5d/bo2OYKAQNPgxw83m/mHVeYB08p+H8BtHpiVS4pViw0uwSlGsN651ljYCE/d5e4lzeaZ/WVOxii1awHT5THYaMNFQr0RMtdT6JyBzUgMgePJyfBwDNjiqnTaXIWv2ivzVk+bxp7bzWn8cEZSWs02n2L2Xz5yKkcuG22uUsaLn7pXmy3aIb/3H72qmKNSKmJ9eAhfYhWuUGIVoQHTzvwpvHhnLpZ8DzRE/NFhhpfs4sGqUcGSqnDgB8BdwD/BrYAPquUOlFr/bsU55+H2YlrJ+D/aa3PdL6bA3wVOBJ4DHi71vo7KWSWgZOBE8hg4PF3qEjrbpgjRMszHsQlWY69smr/LlqguOCY7dlrWfEdYDfgzkWjdtFqS3G3LAdP++pKqWQmBc0Yd6De6Fk4fRGrwkUQt9KU4ZTGJ7R6AB18YFTtQ/niklkpTKtuS5Ms+9cIrv6M9tUn0ZsxOLEMPN3gU+nuouUNrNImWf5pdX8AzigiRKsoD54TvwpP/APWfDjxMM+VP9fzt+D20CgHTzBHYJfuohWHW1aRHjwR9+YbeIrOwdPdHjzxZDDw2Bw8hfzeXWLgiboXLxoE4OyDl7N2fUFhu7lDtPJez/Mucw08Md5Eeb2MEsgtKccCWHib9MB5CQaekjUEpIl2UEqxT4owqlbT16KF+9UrF/iv//beo5jW3xkjSP1mRIqaB0/abdK71YPHm8/n/w1nTU0w8Lzo/8FN/+u/9T142piD5zPA2VrrS7wPlFIvAD4LbJfi/AeA9wNHAeEZ4meBEWAhsCtwmVLqZq31rUqpRcB3I+S9yMq6RGtdzbIaNW+GGVQsTHKtcytkjiTLjbZJj1e3wNjhBrghWmcdtLw9F+0A8btotVGJAi/W1iTLcddtAt+Dpxtms1nIlGQ56GqZ+xqtws1BceFavv7B3wKbuiLJ8luP3o7XffcvbLvAGnTmbgNHfZDbnt6M/ev0MPounJE+ZLOb8TdFaXXn1GcfwRGTF3cM461PpNom3V0TyZKrIc1xzbSL/qmwKH1yxEwr/347KrY9NMzBE9Ah37XbvZmDj1tRGu6i5eTggeI9eIoM0WpjaESm7XrtxKu5X1sBOmdd867c2vL5/RtXc8dDzwAUu1iZtZ3k3V7dv15E3YyVWbyBJ3+IVjhEJ10Onrp8c1OtMSbJM7FLDI3dRtG7dGUiaZ6cdpOBuF20Sp018HjjzP5K/ufFDOvB8/TGCMPzds8xfxZ/y/t2efBgwrJ+GPrs/4AvpzlZa/0jAKXUnoAfWKyUmgacCKzSWg8DVyulfgqcDrzN5vlZHSVTKbUDsJtS6jRgW6XUp7TWr22ky8IZxq1u2dwE97rAICNH7o3YbdIbrIiqdm6TXrvmRKZjO2e5tOqB1IYH3TNqiK+NHsnygupJy3PwAMxYCusKTLAMmTx4vCMz32qr22LMAyMcOtqIUguTLB+wzTxuuOCI2gdKwX6vZmTNmsjjf/X6g5k7FJGstQcZsj7ns6e1+H6e8zGYszVsczg8cFXgK6VMHdHOjo5p6nF6o1SeEK0CaJSDp5n8R0UbPBuFaAWu3aXbpKch7Tbp3nG6m3fRKkxUCjLoXWRetxzjjUzGqCbYat60iJQHTeAn5cqqf4N8OY3wQ7Tc6zaQWeBvnLtFxC2AJUxST9htc155xI7BD4//DNx8ACzdM/5arc5VKGQnKgeP74WddhetaAPPTOv98vi6kWY0zE3cpklZmGXDChNDtCxesbXTwPNN4NXAp5zPXgX8b/ThqVkBjGmt73Q+uxk4pNGJWuu3eq+VUjfEGXeUUmcDZwPMnz+fu+6+m22Bhx9+mNtjJg1o7VuV1qxZE7AwXXn1NSZzt8Pw8DBrHFkb168H4PHHHgl8/q9/mQp67733smbNw/7nnvy77rqb+zdcESu3CIaHhwHFrXoZ/5l3MA8tOZn1CdfwdGukR6t0bVbm2k21RnLnbX+FB8sMDw/z9wduB+CRhx8uRO8kXec9+ndW2ddZrxWW+8D9m/zX113/BzYN/jObog5pdPno1K9w6+NVzv37bUx/8s7EY9P8Xn9/xHRwTz75ZKrr56kDatdPAKATzssqd7MH7mal8/6PN9zI+mlBI5Inc3h4AwB/+fOfGb6n8WBktf3/1ttu59HH6nUqqm1t99CDLAJuv/0OHlq7xpe7aZOpU0+vXZt4HU/PG2+4kbHpD0ce04p+oJHcB1sgsxnyyh3SmtN36Ge3vgdZsya4h0HhupYPgiuvqpP76MPmuhpYN2xWxO+48w7WrP8ns3Z5P+XxDTweoYc7GInSdbX9/9rrrmdkYHZD9fpGnuIA+/r6P/6RjVPubaoMdnjsMRYA66cs5m+r3u4/8zyZTzxp2uxtt97K4GN3pJJ5cLVKCbjqmmsZrwQnl8PDw4yX+ilXRzLrPD5q+siNI6N153r6rrbvr7r6WsYr2cNm//P0uC9veLja1naw2v7/x388zvqHgt8PbHyE/ezru/75L7YFnlq3kVnA8NNrC2kHqx5/gnnAfY88xd2hepCXe/79b9asCfZErepf+jZu9F83kj/0zD/ZExOCeEXO5+EhmIn/1ddcy1hEqGwS1a3OY8WTa7j7tofh78UsurSj39534wYGgT/d+GfWDaVPNTp13X/YG1i3YQN/ylG3Fj14F9sBf7vtdh571Jyz7F//Yhmmjt3jyKza/ueWv/6NJx4oxot13bp1eGaepLbr8cTsXZnz5F+44sqr0aWy//3V117HgcD4+Hjd/XvHHD1/Lf/665/4V91VdoQrrggc654/sPFR9gOqMTo2Q7eNCdotM6/cbR96hCXO+6uvuZb9qybY+Jrr/8DwSMWXudoeE75GeWwdB9nXf/zTDayfZsYiCzaYcL1/P74+9nlYNK7cu+4zXjePPZJ/rvi4vYcnhzc0lLHxSfNsnrr+YdaseTzX9SCbgWc34JVKqbcA9wNLMCFV1yulrvQO0lofnFGHIeDp0GdrgelZhGitY829WusvAV8CWLlypd52xUq4GxYtXMSi1avjhVo7y+rVq2HLn8E3ngvAwQcfUnNxt6xZs8YcZ5n+5yth3TMs3mwRq1fv6n9+G3fDnXewxRabs3r19o4A89+2K1aw7d6r4ZeXATA0NBSQWwSmcq1jnDIDZ3yfvWc0yFlidWukR7gMiqAImU+sG4HLfwPAgfvsxQ6LZ7BmzRq2W7wN3HIzCxcuZPXq3Vqr69+fgVvNy6z3E5Z79fBtYOfW++23P8xcEn1iErZ+pdHlW/++gVsff5hVO+7I6p02y6RrFPr2R+CmPzFz1ixWr94v8di0MvOQWe6N94Bj39p7731g/srAIZ7MoZuvgmeeZo89dme3LRpPZr02tuOue8KKep0KK4MnvwsPw3bbbcd2u6325U65/vewcQOzZzf4Tayee+2zDwMLto0+pFt+rw7JbFbuYS2QmURY7m8fuwMeMx48s2fNhKeeZPvttmP1npsT40wL2Bw2v/o5EPPcWmP+2/+AA2FofmPF1j0O15qX++6zL8zZqrkyePRieBSm7nwcez/7jJpaVuaX7roeHn+cXXbeidXbL0wn86oyjI9x0EGHwEBw4rtmzRrKr/szrL2P1Vvsm0nVK//wadgAAwNTODB0v34ZrDHvDzpkdd14JA1/f/BpuPYqpk0bYmio2t52sMb8t/dzTq/3oll7H1xvXm67Yju4G2bNXQBrb2No6pRixkQPfhEeh6Xb7MhSKytX3bLPUYAlm4fGdHllpuCmn9QMkA3lP7IQbjRe40nHJup6hQKtOfCgg2BwZiZd16yBpSedVXPbb4YWjoshVAZ/HoRNsNfe+8CC7RPPC/DI3+FPMG3qNF9WpnrwlwfhDli10y6wnT1HXwv/hmXLtmKZI7OkFGjYeZddYJuU8hvgzQ8gpm6tCb6dc+Z3oDLAIdPmBb4/8KCD4Bool8v1v5c95pBDVjcO37HHBs5/+kG4vnGdzkM3jgnaKTO33PU/N4lYLAceeCD8oQxjoxxw0CGs+cPNNZnjb4TxkfprjKyHq83LvffdD+Zu7X91X9+dLJ41xY5DmtQ1Ba7cJ266D/52M8s2X8Lq1auST4xh3aYx3njFr9gw3rjPXg0899ANLG4232mGY79MynCsjAwDM0KfzQCeKfIiSqljgWMXL17sDCgyuD9tdVDtdYbkqn0h120/lLY9m3M3pCvctFuMm2sgKka1LbuJFJkEz40haEOI1hSbtG10vJgtalueZLllZAjRUt7/Ge91fpp0Zk0QE8vv65uyXyqJi/SE5ZGZOwPwnfHD/bCrNOFXqet6nuMK6aNV6P8gfohWkbtozVxq/jLibQCRKkSrTSEwhbJoZ9jq4OjftR05eDbZ4WVGY0US7c3Bk+G5n3OXtUgmU+6TvAmMm83BExWi1UhmwX3AYF+J1x4evYBTR2UAPOOOx6wt05Vb3vok44/uIzIHj4r+7vB3R8sI5OAJ1vXXH7GiOf2aoByTciULU+08Ku0uZ80adyCFgUcptQewSWv9Dft+AfAJYEfMOssbbe6cvNwJVJRS22qt77Kf7YLv71AMWutLgUtXrlz5isKy3CfgDYjjJrNp+v52pCrp2E4abcS1sU0bqD0Y2rvpRYFJ8FokN44pfeYaG0aKyX/QseSezZIpybL5P3MbnrVFxhPyElTMn8inrE7lVm6TLnSUTVMXsWyj2cRyf28XrSIv0FSi1gKuG3N9TY5dtGqW3GY0q9fFTthSJVnuxcnOK6+K/y5ym3Sbk6owA491Gi/QwLP9ZuF1ytaRZZt0MfA0SW7jSc4+ITIBeFwOnuKTLAPc/r5npz84fO3zb4OB6aRKrp1b7x4dQ05konLweJ+l/Z3dvqqL+pq4XbGzoJTiU4dN5ejDmo8WSUsabT8BuCanLwHb2v93BD6S5kJKqYpSahAoA2Wl1KBSqqK1XofZfv0ipdQ0pdQBwPGYnD+toQ0GnjiLX20r1jjZ5otPnbIbv31DwzRETTMZDDxuYuVpncoyX+guB+314BnsM530xtGiElya/3p+F600p2QdiLS8PUYXelYPnrZ4vQkdISopfaH2vNQePO4uWkUYeJKNMV5/lMkAfdQHjJ7lopNiJxujAjT5DOi6ppzkwVNUkuWCPXh+c/7BPG+3HKHSuWm3B4/Xdrpn0tV6fJe+bKdNt9OlnU/Od1l/UpzCg6cF26RnJqzTzCUwOCNdx9J059NtndckJsqD56W/gP1fC30JGxoFzmnv3CYt3jiov8nogxn9iv427gSWpuffHrgKQCk1CzgG2FFrfafd7epa4NwUci4A3uO8Pw14L3ChPf9rwCPA48CrtNaFevAEQrSa7RSa2Ca9cYiW+fy4XRYD8J9cCqanU5tKtRN3wtKpbfYKDdFyf7Occg/fosLQnAWpjp1iDTwbRosJ0eqW8MTMZPDg8dBpw0AHZpgdjdpFaGCVdRct1YteA0Iq3BClLCFa6ckTylWkB0+Mgcf+n2k+t9dZ5q9gqv4uWinaWZO/TdcZ2v1+VdUmDRWbJ7BatIFnViHitl2YKWVk02QK0Uq7RXEaumjS1TayevBMnQPvfDh6h7hU1/M8eNzpWft20cpMXJ3omwq7nwG7nQ7/WN9enYT2Ew5FVgo229n85aGL+hrfwNOp+WNO0hh4KoC3N9m+wIPejlda63ut0achWusLMcacqO+eAE5IIycvxYZoNR5QeYPkStiDpwDZRdKzk+0MuB48rudBk5tZZqS4qwQmWznry+k7DJA2sfSgb+ApaHDdq2QJ0cr6e7/93vbMtGKu4WmbeiLfRQ9foVhcA7JnEC/UYyt13WlRDp64EC3bNroihNQz8LTw6dQNtxmJG0rnG3i8HDzd6cHTfrKEaBVo4JkE40WfZrxj+hpsXJKEZ1CKzMETd04nPXhirq0UHPdp8/ofa4q9pjVarpu2OUX7Tgo52eNMGH4Erviwed+GSJl2UdsmvXt0SkMaA8+twAuAS4AXAb/1vlBKLcHseNX1BJMs2x+phRMqPwdPjAdPvOdMmw08aerrCy4ueJDQXhoO2NtR5AWOpoML261XfqHdZc1LElYU3bZw3JBwWafx4Mlyk22ZcUWbNTOnEumih69QLG5/2deKFau0dadod+0GOXhql+38JNb33JmM7Uw5hrg6A09BOXjG7DbjPWrgyZaDx6tLTdTrhTvAQ3+dZPWxQ+FPfpJlZ3p2wOvgmYdgn1eGDu6GEK0OXHvKLDj9x9z6z3Uc2P6rC1GUytDvhGJNJANPAUmWO0EaA89bgUuVUl8AxiHQnl4IXNMKxYqmUA+eFPghWqGYPT9kIzYbfnsHl6lW7Hd8XusVaSFxu6Lodvqm93AOnhfutTkazcmh7QnzkmcTu64gR5LlrqVuF62MoThd9PAVisWtA97rQvvKXHWswBCtBrtodUXbzbKL1kQjyYOnqBw8Hj1q4MmUg8cL0WqmDZ/+E3joFih3KIeh5aq3HArAP275Y/su2u4OYWihqfvT5tc+mzILnvf5+HMmm4EHYOtDGbt3TWeuLcRQ4Nyki5593hyyJQteLaShtlrrq4EtgGcBy7XWdzhfXwac3yLdWkfeDnvLA1IfesA2ZtvA+5/cEPi8kadluz14JkMOnka0JUyty3LwZKFcUpy6z5aFW69T56fpFjJ48HStDStmkO/VqfT9gXQcE5Vc24RnoVMhWp6ImOtXbdvohprt76LVwv6963LveLi5kuq2SS8mD5zPQPt2viqStm+TPm0ubH1o83KaZPM5U9l8TsqErb3Kkt3hLf+EOVs1PrYrkiz31qRXaCFFLj53Ub3yvJoHJqAHD1rrZ4AbIz6/I+LwrqSQJMunft/EGKbgnIO35m/3r+UFIa8HbyU0drzajR48E5S2jm8L3Sa9OzPNp6Vna1yOJMvdS8iDpzb7TXl6L9+7kIRr3/ENlUV2lnlCtNqyTXrEZTuFn4NnMrYzJ0Sr3GIPnia3hztmp8248d9PFqRMerKFaFkPntVvb40yE5VOWkCnzM52fEefx93QYQrdQYGLMl00xvRDtCq9Vdc762/ZRgIhWnnpn5bOqg5M6S/zlZfsVa+H/X8yJDcWHHrYg6dovLDFgUqP7cQ0IQw8ydukp3be6IpZsNAKgknpzf/FetvlMCIWmmQ5OUSrGyYsuoExqgg2m2lyq71wr81h7N8tu052HK+EVuXg2f+1cNtPmhbz2VN3L0CZPGTx4CnBhT2RKrPLaO82HPkQDx6hiyiyLnTRGLNXc/D0lraF034LfeM4f/HgmZAUaeAJWngKk9sudtt8Nq8+dGs+dvIunValOZJ+01bkLimCRXbLyllBz0IvB48kWRbcHF8d9eCh4H7OTd4bQTd68LSync2a2s89Hz6Glx2YbtGqbZTtvji7nNK6XbSOfB+8/pZiZHWATB48Qj6W7GH+b2ZHrHbRjdukJ3HW7+GoDxWvi9BZOrLbZuvx7Dq9ZuCZNB483Ua8fUdy8LSNdibVbFVn1UWdYFpKJcWbj9qu02o0T0LF6docPPu/FpavhsW7Bj6u5eBJ610xmTuOiY1XF5QKGnsKI9cuWgXooRusyHdRDh5v7S0x18oZPzE7G000KgPwtnuNx/QDfzGfeTl4ps7pmFrdRe8993uO538ZHr0je7hUJ+ioB0+OHnPpHuZPmGBMTAPPvKEBSqrm9dorTBoDTzAHT+fwXN3Fg6e9fPJFu7L9ZtEJFdtSAmLgmXj0YtmXSnXGHXBDtCQHz2THSyhYKakWefB0aBetSLk1ah48nX8m1pIsJ+iyfLX5m4gM2me155lQ7oPjP2s2urilm8LJOoN48LSBgaHeMUL0moFHmJhMUA+eLedO46Z3PYtZU/s7rUomuqcEW4zW+lKt9dlDQ0Md7ZCqvtdIjA5t1m2y9M3H77qEFQunBz5r6y5OYuCZeKQo+26L0IrDN+xIiNakR/kGnpJfHwqtxunjAHOck//63bSLlqfjpM/V54VoqRLsdlrqHIgTH+l/BQfVY/kMhQnKxDTwAD1n3AF5SrSdxhO+dht4JvkAknaFaLXoIvL7tZFQWSc8gJ6z0yIAlsya0kqFCsO7M/HgEbyEgl4ydOhQLqmiQ7RSyuqGLtXz4OkGXTqKv8X3ZC+IIJm2SRcmPu3sKPY4Ew56Y/uuJ/QOE9SDp1eZNCFakXRg0NowRGvSj+jax7bWo2fPLdsQ11/kNukq7o3QWkL9RcJv+oqDlnPK3lswfbCvxToVg59kOfUJ8vCdqHg5ePrKJd+DpCOOaEVvk+6LignR8rxru8GYYLfv7gJNOsvcbWDfc2H5IZ3WpKuQEC0hQDufx8d+0vx/1cfac73+6TB9YXuuJXQPMsZsmslt4OkEDQeR8uBuF7tvMZtr33ZYexJnFdhZaQ3XjO/IAeVbC5Mp5CDhN1VK9YxxB9wcPKnPaJUqQofxdukrl1TNxtLpUMM2rAw23uGynajQ/5OUcgWOlt126pHJj+DQyV20Ws3b7+20BkJaCt0mXfq4Zpk0JaiUOlYp9aXh4eH0J02bD9seWageDbdi7Y7R5aRh8awp7QlTK7izevnom/jCLj8sVKaQkQn0APJCsyRES/DqQJ+bZLnzFp6Wy/Jz8HTBI1gpz4On0+UudCPiwSMEmMjPY7OdY6e1ENIgIVpdxaQpwUCS5bSDxTffDad+v2g9IL0GwkSh4BCtjQzw1ODSwmQKaUifg6fX8O6sr5x2C+uJc+9CEH8XrXKpe8bVbRg4nrL3FgAsntn5vFl+yGS3lL/QZUj/KzjI81joCtqXK09ojPQKbcZzA49fKW9PpT5o23ltuY5gKbCz6pWdmSY8E+gB5HttVNJ68EycexeCeGF6lbKq5eDpeJ9TRH3zYrCihz0v2X8Z93z4GGZP64LdMjJuaidMLiTJshBA6oPQDci4sKuQHDxtpltCtL58xp4Mbxpry7UE5AE8EZlIv6mTWDfd8fIgn6jUtkmv5eDpvH1ncq0M+sFxPaCr0AmkXggOsk260BVIv9RNiIGnzXR+JdQw2FdmsE8eCm2jVbtoCZ1jAv0QpawGHmHC4m+TXqrVhY4/twrpPz2jSffXca/oS503rQldiHjwCAGkPgjdwAQaE08EJnmv0P7BUy2RY0xDkAYyMZEHsNDFeB4DfWXpfyY7NWOf68HTaUND60O0ugubg0dWRIUIJMmyEEDqg9AN9MSzdfIwaX6NwC5aXdAZxmvQed2EFiA5eIQeoKEHT3mgPYoIHcPrXirlEnRLDp4ueGa3E/92J9dtC6mZNEN3IQ0TeZt0oYeQB1Y3MWlCtLTWlwKXrly58hXOhx3Tp9M5eIQ2I5ZtoYsZr5q+sKGB51XXwn1/bINGQqcYGzd1IU8Ong8/fydmTe2Dx+4oWKvJtf1qyffgEYQIZJwouPRAnyZMAorol5buBff9qXk5wuQx8HQL1YbbpMuDe0IiOXh6nwlc8GPVKpAiRGveNuZPmLB4daFSVhy3y2K+84f/sN/yOanOfZHdanzNmoINPG3YJr2rEA8eQRDS0gt9mjAJKOCBdcZPYMOTzcsRJrmBpwMTNs9pSHLwTDLkAdz7dDxOpXWk9uARJjxjVc+Dp8S+y+dyz4eP6bBGUKwHT+88Y3tHU0EQOobsoiV0A0U8W/unmT+haSb3aL4DE7YzD1jGwhkDPHvVorZfW+ggYuARupgxMfAIFjdEq2voIaNMEdTuduIalQVBKAgZXwpdweR6Tnc7k9uDpwNsPX+IP7zjiIQjpIFMSOQBLHQx3qRedtESPG+u/ko39VkF1MsJ7IEnCMIkRsaXQjcwyRZiuh3pFboNaSATE3kA9z4TuG3WcvBIPZ3sHLbdAk7dZwvee/yOnValxgRue1F422CLTUoQhIZ0Ynw5Z3n7ryl0NzLP6SrEg6frmFwD2UmDdHxCFyM5eASP/kqJDzxvp06rEWSSGXhqOZbFwiMIQgNKHXhuv/IaGN/U/usKgpCKSWPgUUodCxy7ePHiTquSzCQbyE4axMAjdDGj42LgESYLvfOMFfOOIAhdSf9UYGqntRC6CZm/dhWTxsCjtb4UuHTlypWvcD7tmD7xSAOZkEjHJ3QxNQ8eqadCizj3elh7f6e16C26cYgiCEJ3cOZlcOuPO62FIFhk/NhNTBoDT88ghoCJSQs8eLSM/tvLFvtDZQqMbei0JoUju2gJLWfB9uZPSIGMAwRBaMCyA82fIHQDMn/tKmQ033VIA5mYyO/a80ybCxc81GktWsK4JFkWhC5C2X/FiC8IgiD0Air0v9BJJudofuvDYPYyOOhNndZEmCy0wINHSScqFIRsky4IXYRthmLeEQRBEHoC8eDpKiZniNbUOfC6mzutRTTSQCYmEqIldDESoiUI3YOMAgRBEISewpvnyDy2K5DRfNchDWNCUqCBRzx3hKKRbdKFiY8YxAVBEAShNcjcpJuQ0Xy3IZbPiUmBBh7x3BGKZszPwSP9jyB0D9LXC4IgCD2Akhw83YQYeLoOaRgTkhaEaAlCUVgHHvHgEYQuQNZ5BEEQhN5CHlzdRE+P5pVSy5RSjyql1ti/+Z3WqWmkfUxMJERL6AH6Kj39SBCExvSE9USyLAuCIAg9hPds7Yln7MRnIiRZvkJrfVKnlSgOaRgTkgI7PAnRElqFhGgJQucZLU8FYMT+LwiCIAjdjYRodRMTwcBzgFLqKuAq4J1a696e/Yrlc2Iiv6vQA/SVxINHEDrN3zc7jj/c9g8qS85k/04rIwiCIAiNEA+erqJto3ml1HlKqRuUUpuUUheHvpujlPo/pdQ6pdS/lVIvTin2QWAb4GBgAfD8YrXuBNIwhGQkREtoFRKiJUxYemjpR6sKXxg/jjE10GlVBEEQBKExkmu0q2inB88DwPuBo4Apoe8+C4wAC4FdgcuUUjdrrW9VSi0Cvhsh70Va64eATQBKqR8B+wI/bI36giAIExsJ0RKEziMLoIIgCEJvIQ+ubqJtBh6t9Y8AlFJ7Aku9z5VS04ATgVVa62HgaqXUT4HTgbdZI87qKJlKqela62fs24OAv7fuDtqEjOwEQegQEqIlCN2D5FsTBEEQegJV90LoIKrdKWuUUu8Hlmqtz7TvdwOu0VpPdY55E3CI1vrYBrKejfEKWg/8C3iZ1nos4rizgbMB5s+fv8cll1xS0N3UGB4eZmhoKPf5q9ccD8BfdnkfT83euTC5UbRCZqvkTiRdvd94zeqfNCX3+gfH+MLNmzhjh34O26KvJbrmZTLUgaTfsdt0TSv3zF+uA+Dio6cVJrNoJkPdarfMVsktSma4rTUjd+Xtn2Kzh37H7Stfw0ObHVG4rmGakXvZP0f4/p2jPGerPk5e2V+Y3Di6sQzaKbNVclup63NvOBXIPp5Ikinl2jtyRVfRtdt0nf3En9nllgsZL/Vz1cHfL0RmI3pJbqt0PfTQQ2/UWu9Z94XWuq1/GIPMxc77g4CHQse8AljTiuuvWLFCt4LLL7+8OQHvmWH+/nlFsXIjaIXMVsmdULp6v3GTcqvVqr7qzkd1tVrNLCtOZlFMijqQ8Dt2na4p5W751p/pLd/6s0JlFs2kqFttltkquYXJDLW1puT+37lG1o3/G/i4G8v1c5ffrbd868/0By+7rVC5cXRjGbRTZqvktlTXnOOJRJktoOfKtUfkiq6ia9fpevfvTJ/0voXFyWxAL8ltla7ADTrC3tEN/vjDwIzQZzOAZyKOzY1S6lil1JeGh4eLFNsCxLVNSEYpxYHbzkNJOJ8gCMKEw+vaJUBLEARB6A1kTtJNdIOB506gopTa1vlsF+DWIi+itb5Ua312K9yjCkUm7YIgtJmdlszstAqCIFhkFCA05DU3wetu7rQWgiAIBtkmvatoW5JlpVTFXq8MlJVSg8CY1nqd3QHrIqXUWZhdtI4H9i/4+scCxy5evLhIsS1AGoYgdDVT5sCGJzqtRaFccs5+DG+qS18mCIIgdCNzt+60BoIgCDX8bdJlHtsNtNOD5wJgA/A24DT7+gL73bmYrdMfAf4f8CqttXjwCILQfbzxDrjgkU5rUShT+svMnz7QaTUEQXDQbd4EQxAEQRDyIfPXbqKd26RfCFwY890TwAnt0qW7kQYiCF1Npb/xMYIgdBm9Yyzxc/D0jsqCIAjCZEYcFLqKbsjB0xZ6J8myIAiCIAiTFSULPYIgCEJPITl4uolJY+CREC2h4yw7CI58f6e1EARBEARBEARBKAZ//irz2G6gbSFaQlqkYUxYzvxZpzUQBEGY3PTAIopsky4IgiD0FuLB001MGg+engnRkoYhCIIgCJMeycEjCIIg9ARq0pgUeoJJ82v0TIiWePAIgiAIQrFMnWv+7+/2MQAcvWoRlZLihXtt3mlVBEEQBKEx4qDQVUiIVrchDUQQBEEQiuXQd8KcrWCH4zutSUOWzp7K3R98TqfVEARBEISUSA6ebkIMPF2HNAxBEARBKJS+QdjzZZ3WQhAEQRAmHp6Dgkxju4JJE6LVOzl4Oq2AIAiCIAiCIAiCIKRBPHi6iUlj4JEcPIIgCIIgCIIgCIJQIDJ97SomjYFHEARBEARBEARBEIQikW3Suwkx8HQb0jAEQRAEQRAEQRCEXsDfJl3msd2AGHi6DmkYgiAIgiAIgiAIQg8gDgpdxaQx8PROkmVpIIIgCIIgCIIgCEIvICFa3cSkMfBIkmVBEARBEARBEARBKBAx7HQVk8bA0zNIAxEEQRAEQRAEQRB6AtkmvZsQA0/XIQ1DEARBEARBEARB6AGUhGh1E2Lg6TakYQiCIAiCIAiCIAg9gXjwdBOTxsDTM0mWBUEQBEEQBEEQBKEXUJPGpNATTJpfQ5IsC4IgCIIgCIIgCEKBSARKVzFpDDw9gzQQQRAEQRAEQRAEoSeQHDzdhBh4ug5pGIIgCIIgCIIgCEIPoCQHTzchBp5uQyyfgiAIggDT5ndaA0EQBEEQGiLz126i0mkFhDDSQARBEASB1/8N9HintRAEQRAEIQnZJr2rEANPtyENQxAEQRCgb7DTGgiCIAiCkBqZx3YDEqLVdUjDEARBEARBEARBEHoAb5t0cVToCsTA021IwxAEQRAEQRAEQRB6AZm/dhWTxsCjlDpWKfWl4eHhTqsiCIIgCIIgCIIgCBMAMfB0E5PGwKO1vlRrffbQ0FCnVREEQRAEQRAEQRCE3ke2Se8qJo2Bp2cQFzdBEARBEARBEAShF9Da/C/z2K5ADDxdhzQMQRAEQRAEQRAEoZeQeWw3IAaebkMsn4IgCIIgCIIgCIIgZEQMPF2HGHgEQRAEQRAEQRCEXkB3WgHBQQw83YZ48AiCIAiCIAiCIAi9gJ+Dp7NqCAYx8HQd0jIEQRAEQRAEQRCEXkLmsd2AGHi6DfHgEQRBEARBEARBEHoCCdHqJnrewKOUWq2U+p1S6nKl1PM6rY8gCIIgCIIgCIIgTApkm/SuotJpBZpBKTUFeCPwbK31SKf1KQZpGIIgCIIgCIIgCEIvIfPYbqDXPXj2AzYAlyql/k8ptajTCjWNWD4FQRAEQRAEQRCEXqLc12kNBNpo4FFKnaeUukEptUkpdXHouznWQLNOKfVvpdSLU4pdCGwDHAt8GbiwUKU7ghh4BEEQBEEQBEEQhB5gznI44PVwync7rYlAe0O0HgDeDxwFTAl991lgBGOw2RW4TCl1s9b6VuuVE1VbXgQ8BVyjtR5RSv0OeHuLdG8f4sEjCIIgCIIgCIIg9AJKwbPe22ktBIvSur1Zr5VS7weWaq3PtO+nAU8Cq7TWd9rPvgncr7V+WwNZ8zDGn2cBewPnaq1fEnHc2cDZAPPnz9/jkksuKe6GLMPDwwwNDeU+f/Wa4wG4dr+LGRmYXZjcKFohs1VyRVfRVXTtLbmiq+gquvaWXNFVdBVde0uu6Cq6iq69JbdVuh566KE3aq33rPtCa93WP4wXz8XO+92A9aFj3gRcmlLeq4ErgSuArRsdv2LFCt0KLr/88uYEvGeG+Xvm4WLlRtAKma2SK7qKrqJrb8kVXUVX0bW35Iquoqvo2ltyRVfRVXTtLbmt0hW4QUfYO7phF60h4OnQZ2uB6WlO1lp/FhPilYhS6ljg2MWLF2dWsL1IiJYgCIIgCIIgCIIgCNnohl20hoEZoc9mAM8UeRGt9aVa67Nb4R5VKJKDRxAEQRAEQRAEQRCEjHSDgedOoKKU2tb5bBfg1g7pIwiCIAiCIAiCIAiC0FO0c5v0ilJqECgDZaXUoFKqorVeB/wIuEgpNU0pdQBwPPDNgq9/rFLqS8PDw0WKbQHiwSMIgiAIgiAIgiAIQjba6cFzAbABeBtwmn19gf3uXMzW6Y8A/w94lda6UA8eCdESBEEQBEEQBEEQBGGi0rYky1rrC4ELY757AjihXboIgiAIgiAIgiAIgiBMJLohB09b6JkQLfHgEQRBEARBEARBEAQhI5PGwNMzIVqSg0cQBEEQBEEQBEEQhIxMGgNPzyAePIIgCIIgCIIgCIIgZGTSGHh6JkRLPHgEQRAEQRAEQRAEQcjIpDHw9E6IliAIgiAIgiAIgiAIQjYmjYGnZ5AQLUEQBEEQBEEQBEEQMiIGnq5DDDyCIAiCIAiCIAiCIGRj0hh4eiYHj3jwCIIgCIIgCIIgCIKQkUlj4OmdHDxi4BEEQRAEQRAEQRAEIRuTxsDTM4gHjyAIgiAIgiAIgiAIGREDT9chBh5BEARBEARBEARBELIxaQw8koNHEARBEARBEARBEISJyqQx8EgOHkEQBEEQBEEQBEEQJiqTxsAjCIIgCIIgCIIgCIIwUREDT7chIVqCIAiCIAiCIAiCIGREDDxdhxh4BEEQBEEQBEEQBEHIhhh4ug3x4BEEQRAEQRAEQRAEISOTxsDTM7toiQePIAiCIAiCIAiCIAgZmTQGnp7ZRUs8eARBEARBEARBEARByMikMfD0DGLgEQRBEARBEARBEAQhI2LgEQRBEARBEARBEARB6HHEwCMIgiAIgiAIgiAIgtDjiIFHEARBEARBEARBEAShxxEDjyAIgiAIgiAIgiAIQo8jBh5BEARBEARBEARBEIQeRww8giAIgiAIgiAIgiAIPc6kMfAopY5VSn1peHi406oIgiAIgiAIgiAIgiAUyqQx8GitL9Vanz00NNRpVQRBEARBEARBEARBEApl0hh4BEEQBEEQBEEQBEEQJipi4BEEQRAEQRAEQRAEQehxxMAjCIIgCIIgCIIgCILQ44iBRxAEQRAEQRAEQRAEoccRA0+3cMjboNzfaS0EQRAEQRAEQRAEQehBxMDTLRz6dnjXo53WQhAEQRAEQRAEQRCEHqSnDTxKqf2UUmvs351Kqf/ptE6CIAiCIAiCIAiCIAjtptJpBZpBa30dsBpAKXUx8OMOqiMIgiAIgiAIgiAIgtARetqDx0Mp1Q/sDVzVaV0EQRAEQRAEQRAEQRDaTdsMPEqp85RSNyilNllvG/e7OUqp/1NKrVNK/Vsp9eKM4o8Afqe1rhamsCAIgiAIgiAIgiAIQo/QzhCtB4D3A0cBU0LffRYYARYCuwKXKaVu1lrfqpRaBHw3Qt6LtNYP2dcvAL7eEq0FQRAEQRAEQRAEQRC6nLYZeLTWPwJQSu0JLPU+V0pNA04EVmmth4GrlVI/BU4H3maNOKvj5Cql+oC9gJe3TntBEARBEARBEARBEITuRWmt23tBpd4PLNVan2nf7wZco7We6hzzJuAQrfWxKeQ9G3i21vq1CcecDZwNMH/+/D0uueSS5m4iguHhYYaGhnpCrugquoquomur5Iquoqvo2ltyRVfRVXTtLbmiq+gquvaW3Fbpeuihh96otd6z7gutdVv/MGFaFzvvDwIeCh3zCmBNK66/YsUK3Qouv/zynpEruoquoqvo2iq5oqvoKrr2llzRVXQVXXtLrugquoquvSW3VboCN+gIe0c37KI1DMwIfTYDeKbIiyiljlVKfWl4eLhIsYIgCIIgCIIgCIIgCB2nGww8dwIVpdS2zme7ALcWeRGt9aVa67Nb4R4lCIIgCIIgCIIgCILQSdq5TXpFKTUIlIGyUmpQKVXRWq8DfgRcpJSappQ6ADge+Ga7dBMEQRAEQRAEQRAEQehl2unBcwGwAXgbcJp9fYH97lzM1umPAP8PeJXWulAPHgnREgRBEARBEARBEARhotLObdIvBC6M+e4J4IQWX/9S4NKVK1e+opXXEQRBEARBEARBEARBaDfdkIOnLYgHjyAIgiAIgiAIgiAIExVldtiaPCilngHuaIHoecBjPSJXdBVdRVfRtVVyRVfRVXTtLbmiq+gquvaWXNFVdBVde0tuq3TdUms9P/xh20K0uog7tNZ7Fi1UKXVDr8gVXUVX0VV0bZVc0VV0FV17S67oKrqKrr0lV3QVXUXX3pLbKl3jmDQhWoIgCIIgCIIgCIIgCBMVMfAIgiAIgiAIgiAIgiD0OJPRwPMlkSu6tkiu6Cq69pKurZIruoquomtvyRVdRVfRtbfkiq6iq+jaW3JbpWskky7JsiAIgiAIgiAIgiAIwkRjMnrwCIIgCIIgCIIgCIIgTCjEwCMIgiAIgiAIgiAIgtDjiIFHEARBEARBEARBEAShx5k0Bh6l1JRO65AGpZRy/+9muaJr6+S2gl7S1aVV+rZCbq+VbSuY7OXaal2VodBndytktkqu6NpburaCXirXVskVXUXXVtHKMmiFzMleB3pljNxL5dpLusZeayInWVZKrQDOBuZhjFmPAr8CfqO7+MaVUrOAp4EhYJ3Werxb5SqlhrTWw83KaYfcXilXpVQfMBfoB/qA+7TWm5rV08qeRQvKIOI6JQCtdTXn+SrcRpuV2Sq5rdI15lqFy53M5Rp1jaLkFKmrUqofWA4Ma63vS7puBplzgF2A/2it/+F8XmqyLhQut4W6tqJcC5dpz++Zcm0FvVQHWqVvj7XZVpXrpO4LW0ULy2A2UNZaP+Z81o11oGfqqz2/8HJthdxeKtdee8Y0vG4X2zmaRin1d+Bq4EnMpHZLTCHfA3xUa317k/LnABoYBfq01k82KW834IXAGcBG4HfAH4GrtdZ/7ya5SqntgWOt3JnAz4HLrMx1TehauNweK9f9gTOBFwP/BG7B1NergSu01hu6RdeIaywAtgbu1Fo/7nyeqxOzE+QdMW32eq31w+53TQw8C5fbKl3t+YWWawtl9kS5tuqh2sL6ejbwCuBxjOF3GPge8B2t9dM5Zb4LOB7zXNwO2AR8Ffic1vqJPDJbJbeFuraiXAuXaeX2UrkqYBmwH/BXrfVfne/yttmeqQOt0rfH2myrynWy94WFt60W6no88CbAO/8JzHj+503OEXqp326Frq0q18Ll9li59tQzJtW1J6qBRyl1FPBZrfU29n0Z2AzYHXg+sBQ4TWv9UE75LweOA44A7gKuAq4DfucO7DPKvA4zof8SsAh4DrAbUAa+qLX+Wp7JSSvkKqXWAA9jKup04CRgD+Ah4N1a65/l1LVwuT1WrjdivMw+B2wBHISxKG8G/EJr/ZEsOrZSV0f2EuDtwNHAHVbv/wBfB/5P5/ASUkotAz4MrMLUhz2tzE8BX9daj2WV2Sq5LdS1FeVauEwrdxk9Uq5W9gBwCMbov0ZrfZfzXeaBcgvrwJ7AT4HXAs9g2utewOHAeuA9Wus/5JD5M4zB93FgHPMcOwOYBrxXa/29nLoWKrfFuraiXAuV6cjtiXK1sj8J7INZ+Nodc+/fAz6itf5PDnk9UwdapW8PttlWleuk7Qut3ELbVqt0VUrtAfwY+BCwAZgKbAusxDwX36u1fiCnrr3Ubxeta6vKtXC5PVauPfWMSY3WekL+YYw41wCbR3y3GDOJfmlO2Ysx1s1TMRPvU4CvATcCVwAH2+NUBpnzgbVAKfT5dOA84AHgpBy6Fi4XWIBxNQt/PgO4CLgTOCCHroXL7bFynYsJI5wZ+nwacDLwIPCabtA1JOebwLeAQ4F9gWOA/wauxRiU5uWQ+S2M0WEVxhi7I/Ae4G/Ab4GdcupauNwW6tqKci1cZg+W6zaY/v8PmGfEKPBv4AJgsFvu38r9EMZA5H42YK/zKYxn3/yMMt8FfDPi8xnAGzALFXXPzU7IbaGurSjXwmX2YLnuCTxi73kOMAU4ATMuehp4GxnGRb1WB3rw92qFrq0q18neFxbetlqo6/8AXwt9tgCzsPhj4DfAjC6pA71UX1tVroXL7bFy7alnTOrrt0pwp/8ABfzQVs7lEd9/DuO5kEf2+Zg8PuHPFwKfBG4FFmWUOQcTihRpdAJeCfwIGOi0XMyq/+XAMTHffxC4GBO2lkXXwuXa+/95i8r1ZwWX6xTgu8DbYr5/Nia0amqn60Do/NuAPUOfDWG8j64CPp5D5p+Ag2LqyPcwxogy2ScLhcttoa6tKNfCZfZguX4b43q70L6fBrwcY4z5J3BUN9y/Pf/FGEPUqojvpti+7ZSMMo8GbscM3koR3/8f8NocZVC43Bbq2opyLVxmC8v12S0q1/OB78Z8dyLGkLx9p++/B3+vXmqzrSrXXuoLC29frWhbLawD52HGnDMjvluIWfQ4skvqQC/V11aVa+FyW1iup/ZQP9CSMkj7V2KCok0JvgOoAH9WSl2llHqdUmonpdR5mPCqr+cU/wdgSCm1a+iaD2utX4cx8JyeUd8nMJP3C5RSH1VKHayUmuEcMowxVGVKtmvl/saRe5BSamaTcu/DWDTfr5R6pVJqO6XUoPP9rcAOWuvRLLpaudcA73PkTmlGrr3/XwDvUkp9RCl1SAH3Dyav0++Bd1u5Tf9e2uTX+SFwnlLqx0qpk5RS851DFmImpeuzKOrUrXcqpT6mlDq0oDLwkoddDrxBKTXkXHNYa30Vxni0r1Jqywwyy8CvgQ8qpbYN3ct/gNdj3BxX2HbeMbkt1LUV5Vq4TCu3Z8rVsgj4obahtFrrdVrrr2qtV2EMnacrpQaVSreDRIt1/SHwL+BTSqnjnGuWbH+xNcYDKTVa619iFj5eB5ytlJqrlKo4ffj2mJDYTLRCbqt0pVaun1RKHet92Ey5YupO0TJbVa6/KFqm5Wpgf6XUOUqp6aFr/hDjKXdyRl29+389cE4L6kBhbSukb9e3gxbJbUXbgha0rxaWayvaV+Fty57bivb1XWAW8F2l1F6h6z2MCY2ellVXWlO3WlVfWyHXK9f/V3C5fq8FclvyPKQF5dpj44zUTNgcPC5Kqd0xyZOejwmp+j3wS63113LKmwp8BZNM80cY6+ZtWuuN9vtrMQmUPpND9osxYRNTMOE66zA7Ke0NXKy1/nxOnV+MSV7cj3HzHMEYv/bMIlepWp4WpdSbMZbPRzCeAcOYxMjPBr6ttf5UBv3KWutxO1l6C3AY5v5vtXJnYayrqeVag8s8rfU/lVIvxLizjmJiIccx978HGcs1VAYvolauT2B+r37MhC7z76VqWdyfg+lUPNZhkut9SWv91SwyHdlnWr0GML+/Vwdy6erI3Q34MqYj+6jW+o/Od1sCt2utp8SdHyNzKcaFEYzHxW8wSc+qGK+Iv2WVaeVujvGyK0xuK2RauV65/gP4b631n5zv8pZr4TLtub1Urm8AzgVeCvzRNWzavv0GTH62m3Loqqyuv25WV6VURWs9ppRaiHG/fymm3/opZrXpIGCJ1nq3DDJLWuuqMrvpvRpTDkMYI/jDmPwOm7TWh2TU1eu/5wKvwexeOa0ZuY6u86yuZ1tdf4kZbOXS1ZG/AOOafSbmt7qUnOXqyJyPCfV7mZX5U0yuq9wyrdxZmFXWV2FCa3+FCa3NU65TtNYb7G/1KvvXdB1w5L8S80y83sp8CHhGa71WKXUHJpdeqnwGThuYA5yDqa8zHbl562vhbcvKLbx9taJthXQtvH21om1ZuYW3ryLblpXXsvZVZNuy8gpvX47MrTBe94cCj2G8Ff6CyT9ykNZ6RVqZVq5XX7068FLMGDZ3HXB0XYSpr2dQQL1y2mxhcp373xKT7+8wzNzrFzRRro78Lazcw4uSG9Fefwb8neb7gYXAOzH9S7N1QGmttW0D52EWOqfRZD8YqlvvBF6CmX/+JK+uWZkUBh4XZTxC+rXWawuQ82pMHosxjBGiRG3CvIdO6WmhTOLTszGhNL/D5PI5BBOnN4SZ2H8ckww0dfJPZTyMTsOsWF+MmbicBKywOq8CPpFFrjLJpZdiEv7+USm1HPPA2R/zUNwT+CzwfZ0hYatS6rPAn7XWX7Hvd8QkvNoOeMr+/7kscpVSn8YYc95pG/CemFCMdZicNLtaXbOW6xnA01rrH9v3K4GDMdbYIWAr4GNZ5Cqlnof5rWZgkiF/AfO7b4OpV9thjIq36AyNVpnkr6/EeP+MA4OYXbSewISM7AB8NIuuIfle57gjpiN/HiZJ2Y8whqRdgSu11m/KINN7kC0H3ojxhhvGPHAW2Xu5TGv9noy6enJXWLmnFCHXyl6JWQE7FVO/ft6sTCt3FfBeTBt7GLPKkKtcHZk7WJnHW5n/h6kXuWVaucsxuzCchkkg9wvM/S8gYxkopfq11iPKeMS8noLqgJU9BHwAsyr1W0xo2uPUdlr8YxZjjFOvtsFMwM7EJCq8rABdZ2u7O6M1WB+MqWNTMWWxRje/G+T+mJXfMUyo2bVa63tzyJmltX7KeX8A8IK8cq2xf47W+lHns4Mw4Qi5dbVGvE3ec8Q+y5+L8eqdjhnYpS5XpZTCPEv/5hj+BzDt62TMAk3m30qZXdmeB/wsZITcE7NY1Yd5pqcuA1umnySUlLWoOmBlTcHU0ZcC84C/YnYb3QljQD4ho7xwvdoH4/o+2oyu7WhbVnbTZVt027IyCm9fRbctK6Pw9tWKtmXPb2n7KrptWZmFty+l1AxtdwiyY5hDMPVqHnAJZoH9hqy6hq4xFbOYfDJm/JKrzSqlhrTWw/b1FMzialMyrSy/XK2uz6WJ50GE/B0xiYCfgxlnfJ8c5arM4tR9TtvaHlOuxwOzyfh72bZ1KGaH3k32swEr80TMHCfP87CMMZZ9Xlvva6XUNIyTQe7fy8qYobV+0PnsQEz/UCVHP+DIma61fsa+9urrKRRUBxpef7IZeIpGGXe2/TCTmFmYScgXtNb3ZJBxDWZFfRB4FvBprfW7lVJ9OnuYkyv3Foy1cG/MxOVtmBXmAzEN9jc5ZN6LMZrcjLGcrtFaf10p9W7gIa31l3Lq+hhwqNb6r8p4b5yJecAo4Fda6z/nkPk48Cyt9U1KqbMwneFMjAHmG1rrD+XU9SGMseQN7mqJHYiUshi2nHP/BXwes9LxEoxr39MYy/91wAVZDDuO3FswBsMxjAHxSMyE9iaMt02zhs454IeBeSt3R2C8pR7CGA9u8Dq5Jq5zDGYl4T8YV+VbdcYt45UJSxt1Da/NylVKLcYY+4adz44FVgP35pQ51b7c4Dx052GMPIdhwgMzlas1Poxqrf/tfDYX8zs9B7g/q0wrY39MvxUwECqlDsX0ZY+QsQzsb3IYJhfVaOjzpuqAI2shxqh+EqaP+RvGY24UY0T+aAZZMzHP0qecz47GDDzuyaOrMp5WJ2P6ghGM1+l1mC1L708rJyRzKjDuDLoK2S7eDgifj+mrnsH0Vb9sUuZeVua5mLDdV2IGoZmN0CG5z8cMMr+DWUl8WNstYPOWhzKekXtrrc+17yuY+tCU67VS6hWYOvosrfVT1tg5CzOhuzmPfPsc/BImzPydWuvfN6NjSPZ8jDHzAed5sBvGcLIR4+F5g0655axSaidM+3wpxqh9DWY8823d3A56hbctK7fw9tWKtmXlFt6+WtG27LlnUnD7akXbsnJb0r6Kblv2/MLbl62vzwVehCnPSzELHVdpG+HQLNaAQAHPgq0wY5/jMPO2D2vHo7kJuTtZuadi+pW3umODnDK9MdE3gL8W8dy2ck8DttNaX+B8lnkX0ZDMMzFGjBdrrR9XxoOlHzP+fDDx5GS5L8d4n38P46l2V15ZjswDMP3A6ZgQx1cCvy6g394WUwdehNk85xeYtABXNqdxRnSLkvtMxD+MZ863MV4gK0PfDbj/Z5B5LMby7r1fhXGL28P57PVkT9p8LHCHfb01xiDxSoyr2Fcxk/5tcpTBsRjjzruAj2A8NX6C8bL5ILA4p8w77eu5wBpMg/g6xvXuF8CCjDJ3A/5iXy/ETLRejvE0OhnzAM6z09fxmN28zsG4HGdOvBUh80hMiJ/3fnfMjllfBs7CrKI8P4fcZwN/d95PxQw+vovJxfK1rPU1JP/l9rdfh1lJ+izWOm2/r0tWlkLmHJwk2nlkxMh9AWbg+QhmwLFtATLPBX6AsfJfhFmZaFpfq+dHMcaMpdik2kDF/p9np4xfAUc47+eFvs+lN8ZV/B329QBmEHI4Tv+VQ+ZNGEPLt4GlRfz+XvnZfmFXryzt5wdi3OiPw3jKVTLIPB1jjB3GeDB+A3huAbpeB3wRE0L6XNu2rsWsJp1tjylnlPllzOryIZid9cpufSJjUnxH7i/tfT8P8wz4CaYfz1xPHZlX2jZ1LMb49g4r+3bgTa7eGeVeZNvrXZhn4H8DO2NcyD+RU9e/AufY13tgds74D+Y5+aI8v5XTDk61r8/EePc+bMv308DsHDL/hPGyew9mEv5C5zuv385TrodjDMRe2Z7i9SnAtJzlehXG8/gIjFfgfbad3QAca49J3VYduYW3LXtO4e2rFW3Lyi28fbWibVm5hbevVrQtK6vw9tWKtmXPLbx9Ycbu38MYD1+CGWs9APwZeF6e38qe8wmMh/iy0Oe5nln23J9g5i/nY6IDLsYYIjL3KSG5v7P9wOsxc7mzMYvrNwKn22MyjbcwfUsVE+Z0F/BuzHj+2dhNWfL0CZgUGK+0r7cH3oxZkPolxviZp23dApxhX78AE5a1DrPb20VZ792R+0dMCNm3MX3CEV5ZYqJy8rSt64H3Y1K3vAezyP5a+1t9DOPhmEfX39o2+wr72z+DWWS/BjvvbLaepdKj1ReYSH+2M7gDsyXujzBby70QE0cHxk3ucxllfgW40L6eZv//OMaKDiaEZmMOXb9LbeL1XoxV0vtuie2Ezs0o03uovIGaN9AyTOf7uG3IdVvNpZD7Q+DH9vV/ea/t+xW2ET4no8x5mEHMizEPmh+494EZzHwhh66/AN5sX78WM9D4MtYAlbUztOecinkwLrPvz8esxnjfvwP4vxxyzyK064Itjy9g8oJcR45dF6ycxZgwr1Nt53gKxiB3k+3EDstaHphB8R8wRsi9MStAXp3LPaCx7fKftlwPxjwg/st+l3dSuxlm4HI4JiznTswg6RrMAOl5rt4Z5A7YMtxkdb4GY0zd2rbpE3L+VpuoTTROwjzA12Ieuvvlqbu2XNc67z8D3G3v/8fE7AaXsl7thTFKXYdZvQVjoMncvhzZH8Q8uDdiBl4rMLnOppNje3RbBx7BGM63x/SJmzB94e8wCeHzlOt8+9uUQp9Px8SIPwCclFHmAswA42qMZ9mVVt/dgbn2mO9iJz0Zy+DJkO5XYzwNvM++DByXUeYTzvuNmMHXFvb+1wGvyVkHlmEmzCdhVth+ifGeHcasNu+cpS7Y+vqQ8/4PmH7waNtuHyJmV8gGcqfZtr+/ff8kxitwFiZ2/2aMp2/WtvW4fa2AC62cV+cpy5DsGzDjgn5M6PolmAnZjbY8dshRX58IffYCTB/z35gxQd3uqCnkFt62HH0LbV+taFuO3MLbV9Fty6mzhbavVrQtR9fC21fRbcupr4W2LytzOOLzGZiJ/Z3AgTl0XYgxbtyNWai+DrO4ONs55jvYMVeGNvCk834FxtB5lvPZB7Hj2Ixy3bY1hlms2x1jSHgaODlHGeyEMULti/Hmu93K3mjrQ57xy2KMl533/veYBfWzMXPQ27BjrwwyZ2DGVt7Y5xFbrxZjvMX/jZ3v5tD1Cfu6jDHKXwEcnVVWqL4+7rwfwITWvwczprsNsyCedTfohW7dsp+djzH6fRHTF87Nq3cmXdpxkYnwZyvVr23HciAm2/YXMIaeS2wHfCXwo4xy34NZkXC9FlbYznCx/f7bOfT9ALWJ0RuBXe1rzxvg85gkq3nKYr5tXB+y7//XVt6Ds3aI9vyvYB7c37QdwuEhXb8KvC+H3BfbDuvNmPjUHal5QXwI+HpGeQMYz4I5zmcH2o7x88BQzvKcjkkg+2Mr5x8Y917v+w9iQsqyyp1nO6lP29c7YQYLr7Xffx94S06dzwd+E/H5QlsXbiW719mbMZPjNZhB8i8wnhU7YibifRhX5ExWdYyB83vO+wMwxpN9nc/+QsQWkQkyL8K4XILxCBvGDA4XYwZIT2FcX/OU7SG2zu+MeZhfjTEkVoG3AjtmlPc+4H/t66Mxg8632vpwsX2feaUCE4J1jX19nK23fZgwyFNtW870ALa6ft++XoKZMFwOrM5Tlo7cxfY32QITUvZFzAD8cowx5uNZ268tw+9H1Iu3YPrEi3PqOgez8vnSmO9fic1xlUHmCzB9zBSMB8AbMH3ufzArmWfb+pXJqxOz+v1L+9ozwu5k2+/m9v1GYOsMMl8PXGpfP4/owdL3stx/6Pz9MKvXnmFzF8wk7ybMBD91W8BM4quYZ+IhmPxN7vcfxQxGs3iFeYbYt9tz5xAaV2CMq9dicgeklfshTLiz+9lr7W/1WTJ6yToy5gOPhj7bhBl3nGTr3SVkMM5jcs/9FjsJt58tp+aV+11bPllXbAtvW/a8wttXK9qWPadl7QvjIV1I27LnF9q+Qm3rc0W1LXte4e2rFW3LyvDa1wHOZ021L8yz9XJiDG6YcezFZJ8wn4JZ7FEYj+YP2bq0AeMlcZytI6m9sm17vMy+9trW4RhP/yH7/mlgq4y6vhH4qX19Ao4BwamvX8laBvbcF2GMW0vt+z0wY5pH7f1nbVtvx8xnBjAGzpuc7/owC6EfIOUCldO2PoIZWy3EcSyw3+1m613W+vohTAit9342xsFiLcbQm6mtWhnbY8bW3nzzMIJGv20xHnkzM8rdAzOHWel8thzzPJiGmTufnVXfPH8tv8BE+cM8uE/FPrjsZ4swLnLvxFj6quQITSAiDAEz4fgiZoVi/5w6xz70MA+dffPItedPx0xizrGd7cq8sqy8lZiJ0bcIeZXk1dU2pv+ynUAV85A4y5br3WS3Tm9JbaLsGuRWY1xQb8HkEcpz/9tjjHlHYR7cazAT3P0xD519cso9xMp6GuPaeRE1V+HH3fqcUe7+mIfNrjHfX4L1dMog8xvAu+zr5ZgVj79ijDFfxjwY/51D1x9jvdWoPYQuwiQKB2OguTujzGuAE53XHwh9/0PgdXnK1p7/DsxEZIp9/zHMqs09wP/LKMvLBVTCPLTPd76bgTFcZ/LcsOcO2LJ9Hib3wvvs554R9XxMQrwsMh8GjnTez7O//UMYo3rmlSpHl8uc98dgjHKH2t//n9gwgAwyT8GsxmzmfPZJjEFxhm0fefuDN2AMZh/FGM5nON+dhh2IZ5A3z/5Om4U+3wnT7wxjkiJm1fMAzKB2Vui3/1/7ez0fkzMgi8x9qK2ubwYcYl97Hq6nYJKB5ylXT7+jMX2UwqyK/5/9PFPoJmbA+n3MJLYKfNx+7i1OnEpokJtB9u4Yj+G/2L8znO9eisnrlEXeudQWetzn1yGYidmnyWfoXYoZtJ9i359IcBV7LqYfzzoB+QTW0xhj/P9/wNfsd+dgEuTmKdfXO23rIJwBfJ62Zc+bhwnfXhT6PHf7wiwene/pRy3kK3fbsufvix1PFdm+qE2Uj8YYiJpqW7rWBr6H8eosrH1hwnRvt+3qz822LXveucDO9rUbApy7fbWwbSnMHMNtX99tpn1R84z/M8ZQuh3O89r+Vn/MItOrN5hQ6MWhz/fFLLJXMTl+ssg8FuMFNcMrD/v/z6yez8ck9c6q67HUvNd3Bo4K1dfTgd/m+K3KzvneHOR1WOMksCqHrs/FjDHvtGX4Yfv5oP3/TKwhOKPcIzHj1J9ijL3ueO5UTI6rrDI/iJ0D4RicMHOlK7BhpTnq66cwY78rbVu4xPn+BeR7FpQx6S++h+kLX4yz4Icx+n4vq9w8fy2/wET7o/YQU6HPzyZkrc0p3+totsA81O4rQp7zfjpmVeSOJmR6nc0RGA+R37hlU0AZePmMBm1j+FeT8gZtZ3U5xoPlc2QM+UpRrn0YA8VXCrj/hbbDqWKsvu9oUl4FY/Fe4f1OmIHC9U3InIpxi70eY5jbneDD/FrgvIwyt8Za00OfH4yx1leJWXlNkNmHGbCeFPq8gomRX4lZBTs/g8wKxhA3377fmdqqj2eQ+T2Ou2/OMn4z8DH7+o/As+3r1J5RmMHB8Rh3+VFbht4g1GtnvwNeklPHl9p+6jqMy/jWzndXZyzXGZiEhFHfvRLzIH81+cIgj7F1cpV9/yvgM873rwG+k1HmfMzg+ysYg8wHMUZeb/X6Gkyiwby//4sxBrkfYYzSH8dMEv4AvCqnTO/51Y/Th2FWqnLlE8N6E4Tk74NZXf0XGUOB3bob8/lVwOubKNcK5pnwOUxM/93kMHCGZM7CGND2LljXxZjV0Ltt2/0jxqj6h6xtlvpwVy9ZLRhDxxPkCx9QmJwQT2M8NX5CMCT6ZMzuj1nlTsMY4r9h+5d3YHOH2bacum+JkP1ijMHohxiv2U9ivCxyty2vbDED/P7Q57naF8FVYO9329+WcTNta0q4fTnyr8xTZ219qmDGBp/DrLr/C5t3pJk/275OBPay770xaO72ZdvWRZiFr3HM8+unedqW89sr5393InpInvZl5VyAWaS8ybb9ptuWPXeBvf9v2fb1NmCh/S5T+yL4LHkzZkzx/zDeFedj+rA/ZG0DEXW0Qv2z6wZyhMFRS4ngGlCOs3r/lZxhwFH6U1tUzVRfI+5/HibS4TWYkLLT4o7NcI0dMcaivYvSFePF8nlb5x/D9LNft3WgKe8VartVK8wi46mYZ2Pq0NqQrodhFvr2x4zf3mLb1RVkn8N4v/cSjBf+rzB9/8eALe1312VpW838yS5aTeLtDqCUeh/mAfnOAmR62+6+FhjRWn+heU192TMxk9P1WuufFSBvZ8xgpqktD2Nke0nEtNb6RwXJrGAE5t6FI0Km93ttjxmAXlWQ3DmYWM2ms8VHyN4eY4y4qQkZUzAT7n0x8cDD1DrfvTDebOvjJSTKLmE6y3Hns3FgelaZts5P11rfZ997bfZ1GLfc1RijSWq54Z083J0H7LaTXohaVl1LmH5kTCm1BWaV+X7M5HF3bbf1zYPdzWAP4E9a60fsZ4sxXgILm/it9sQYek6mFoO9FhjCGOwa7h7l/CZTtdbrnfde2ypj6tqFGC+UTckS6+TPxKyi7I25X40Je7zYfr8Gs9L8yYxyd8Xc+yyMEfULWuufK6WWYQaJmcpVKbUEs1gwBzNIvhEzOViFKc9lGEPPGp1ypwtH5jzg91rrH4a+n4VZdV2l7a43KeV6ux3Ow6yghuVehlnBGkpTBxxdz7Iy17gybZt7Fub+M/UtVu4rrNzLPblKqW9j+q9dtLMTXgaZZ2MMfb/XWv/A+a6E8W76BqZc89SBBRjj868wg/BdMTtAzsKsPN6uUw7g7G/1MsziQV0dsMcMAGM6xy6Q9vztqIUx/xhjVL4Ls8r6Pa3151LK8X6rIcwk40q337Njjm9iDKlZynVXjIfOIkyoyA1WtxWY59cqjNdQ6rYVkrsY06f8KvT9DEwYbOr2ZWW+0Mr8fzq0c5ZS6lJMnpvUbcuR+2LMBOSbEXKPwpTB7hna7K6YSdYSjHfBL+3n38F4cRyY59niyF2KKddfurtx2R0cv0WG9uX8VptjvFV+pZQ6GONBPcfew2fJ0LYcuS/CeHlfHK4D9pjc7cu2ramYsKQfYxYW7sR4mqRuW46up2Lu9zuYiWxF212ulNl++ztkaF92h6OlGK/oPyqllmO8WfbHePjviSnX72e5fyvXyxn6h/C4XZndRR/BeOKk6r+tzAWYMvxzhMw/YTwzp2dsWy/HeMT9HuOpFJb7bEwZZKmvkfevlLoe04/tonPshOvo+lvMeHA89P1BGEPXioy6bm51vQbjTLAXZow9jvFm/AhwXcb+9eWYe73Snls3d7Pj2IfT1i23vgI3eucppV6PeR7sCfwc45mfekc95/f6sdb6FmV2ax3Wtd0Ed8J4/O6ed7ydBTHwFITtaNZl6RAEYSJgt1zdD/PQnIUx9HxBa31PEzJLGMOeN5h7PvByrfUxTerqy7XbZN4AXKG1fn4TMstA1crcDONtsq3W+sXN6Gpl74IZxF6htT6vme1mXX211uN2Yn8esJvW+sQmZW6BGSRvjvE+fACT4PupJmQG6oD9bIbW+ukm5G1h3+6ImXx/BrPi/iLMYCmvkWuBYzSrYCbTB2utT8so5xpM+Mggxpjxaa31u5VSfVkGGjEy+zEGl69prd8QMkpWshq9rdx/WrlHheUqpVZh3Kq/mkNmX0hXhTEcHwJs0hmN6BFl8A2t9evspGtzrfXdWeSFdA3fv8KsLh6AWQ39fU5dB6zcz2ut3+61W+e41H1BozqglJqitd6QtX9xjFFzCRrOjsOshu+IMcZ8KW39csp1EOMl/EVMvghsH1vGGDYyTWyUUrdgPF/2xkzEvY0iDsTkuvlNFnkRcvfEhBa/D1N/t7dyf6+U6tdaj2SU+VOMQX45xtOi38r8ESa8+lCt9Zea1NWVeyUmp0dZa31FEzI/iDHy7Q3cpbX+bJ7nllMGe2IMm265Xo4pgxla69/m0HUvK/MCzKLUnpicetdn0TFCblS5/pKMRkMrc1eMMWozjOHsV/bz4zH94D4YD8/UbcvR9aeY32cLjPfdEMYY59XX2TrDYpJS6l7MTkE3AyOY+/26UurdmCTZmepphNybMEaCP2PGQ2djdt79gVJqUGfYgt3KHMYsnoRl3owJaT9Oa/3+AnV9EBO2NEtr/X9NyLwF4xnzVsyz5R0qx7bmThnchDFu34ipS+dg7v9uYAut9fdy6PpnajtGXYzxiLlDa/39LDpGyI0q17vyyHVk/gXTV92CCas6zx7yEZ1xEdGRO2zljmA84X5odb1ba32JUmorrfW/ssrOhW6Dm5D8yZ/8TYw/zMDo25hk4ytD3w24/+eUuU3oO9eVMutuRJ7csyLkeu7oZ5IhfrmRrpiVhucRihdvUu5szARqShMyt43QdY7VdfMC5XquzoXXAXJuWRlzvWkYN+dv2b/VOetVuA14ug7lKINjMSvH3vtVmIHCHs5nrydbiF6UzBtxcmdhXOgzJQBNKfds7A6TBco8h1AeoSbkuuX62haUa1G6/hmz4ud99roW6Jrp/p3zrsF4xn0PYxz4pP28bPuXrMk0o3S9KaTr67ChJBnl3mFfb42ZKLwSkz/xq7Y8MiUYT5DrbY37dcwCghcanSqEIoXMP5Px+ZJSrp/AtQCZXl7K68mYBDqlrtcXpOs5mNC/r9lybUUduJF8O77dgjFq/RLjdXoGZrzy35iw8zyhylG6nk2wvuYtg5sxIVkfwRghf4LpEz6Yp75GyP0vjPfDjzDhoB+ilnA4SzLoOJnP2PfTs8hLqet7yZisN0bmD2y5Po4xImZ6vqTU9aKCdPXqwFr7vhV14MN5yiBG5o8xufTeU1C5fgRj3PF0/SA5nrHN/LXtQvInf/LX+3+2s7oDMyn+ESY3zguxEzmMgeNzTcr8OMZ1fjP7/QLgiwXoGpY7H5u0sUCZM7CTnALkvoDaAGY+8NmCdZ1ZkK7/gwnPWmy/36wFdSDz/dvzkoxRg/b3yjoJjbr/F4Tqa6bk0va8r2C3EKWW8PTj2F0UgR2AjZ2WmVLujpjw4iJlrsJ47/RCue7YQ7rmrQNxhqPdnM8yGWNaqOt3sbnsMJOtXzvfeSEQmfPZtEJuCpm/J1/OkcLlNpC5tIXlWrSu3VYH4oxGb8cYJK8nnyGmFbp6i2VvoOYVtwwT6vc4JnHxN3PomiT3McwGB5nkppB5Gfl2LU4j91sFl2vm+29VGXRQ16LrwOP2/luh68+y1oFm/yoIgiCkwHONx1im78C4j2+PMfCcaOOCT8B0Zs3KfDFwslLqOoyXSWqZGeSeiNlisiiZ12Ni4h8pSNdTgBe0qFyL1vVFwEndVAcsb8dMtjVwjFLqHozb7LVa6weUUkOYVdJXNamr91tdhynX1PXK4V5g0IZjebk6vgD8zMaYvwCzItRpmWnknoRZFStS5omYFcyidW1FuZ7UQ7rmrQPHYyaMKKWmaa3/ppS6AngTcKoyuTz+S2fLa9UqXf+ByTcBZjX1LVbvqVrr+5VSd2JCa7pBbiOZd2DCi4rWNY/cJJn3tbBci9a12+rAqZgQYjCeO7/TWn/Zyl2K8Zo7EhNK01FddS086JuYPm+mNiGlczCLID+E7HPNBnK/nUduK2R2SNdeKlfRtYm61RTttCbJn/zJX+/+YXbeOBVna3WMx86zqblkV3FCHzohU3QVXa2MMmYL+Jdj8my8DjNZ/BFmi+w3YJK4/qjTujqy6sIOMB4MX8RsFb9/N8gUXUVXjCv7hwhuub4Ck/x1sf0+z2p4q8q1kvDdvditw7tBrug6uXUFPkBtV6M3YkMUqW23/Xngv7tB19D50zHGp3MwefhW5pXVarmiq+jaS7rm0qMTF5U/+ZO/3v2j5ooY3sLxbODxbpEpuk5uXWmhMaZV5RqS5eXz2QKz3eh93ShTdJ28utIiY0yr7j+ivU7HuNPf0W1yRdfJrSutNcS0oly9/HtHALcBv7HvS02Wa+FyRVfRtZd0zfsnIVqCIGRCW1dEbXstZ4eMzTEeEl0hU3Sd3Lpqs6Pht5XZPcuT9xBma8xfKKXOBk7UWt/YaV1jruFtE/8fpdSFmF0Zuk5mq+SKrt2vq9b6Pu+10wY+gUkOvl5rfW236OrJC31UwuzY9cZukyu6Tm5dtdZjTpsCQCk1HXg1pm3l2vGrFbpameP2/98qpV6E2UXMf1Z2k1zRVXTtJV3zItukC4JQCEqpecA6O7HuWpmtkiu69oau3qBZKfU+zKrKO4uQa2W3pFwFoRdQtW3XX4tJsl2IsVMQBFBKzQSOwhh4ftZpfQRB6F7EwCMIgiBMOsQYIwiCIAiCIEw0xMAjCIIgCIIgCIIgCILQ45Q6rYAgCIIgCIIgCIIgCILQHGLgEQRBEARBEARBEARB6HHEwCMIgiAIgiAIgiAIgtDjiIFHEARBEAShxSiltlBKDSulyi2QfY1SarcC5OyslGpqe3NBEARBEDqHGHgEQRAEQegalFL3KKU2WGOI97e403o1i9b6P1rrIa31eJFylVLHAs9orf9s31+olPpWxHFaKbVNAx1vAZ6yMgVBEARB6DHEwCMIgiAIQrdxrDWGeH8PuF8qpSqdUqwLeSXwzQLlfRs4p0B5giAIgiC0CTHwCIIgCILQ9VgPlFcrpe4C7rKfPVcp9Rel1FNKqWuVUjs7x++mlLpJKfWMUup7SqnvKqXeb787Uyl1dYT8bezrAaXUfyul/qOUelgp9QWl1BT73Wql1H1KqTcqpR5RSj2olHqpI2eKUupjSql/K6XWKqWutp8ts9eo2ONmKqW+as+/Xyn1fi98Sym1jVLqCnv+Y0qp78WUST9wGHBFxrJ8yvGOWmf1Wma/XgMcrpQayCJTEARBEITOIwYeQRAEQRB6hROAfYAdbM6Zr2G8TeYCXwR+ao0z/cCPMZ4tc4DvAydmuM6HgRXArsA2wBLg3c73i4CZ9vOXA59VSs223/03sAewv732W4BqxDUuBsas/N2AI4Gz7HfvA34NzAaWAp+O0XNboKq1vi/DvaG1nuV5RwGfBK4C7rff3Q+MAiuzyBQEQRAEofOIgUcQBEEQhG7jx9bL5Cml1I+dzz+ktX5Ca70BOBv4otb6D1rrca31N4BNwL72rw/4hNZ6VGv9A+BPaS6slFJW9vn2Ws8AHwRe5Bw2ClxkZf8cGAZWKqVKwMuA12mt77d6Xau13hS6xkLgOcDrtdbrtNaPAP/jXGMU2BJYrLXeqLUOeBs5zAKeifj8ZKf8nlJKPRVzry8EXgycqLUedb56xsoWBEEQBKGHkBh2QRAEQRC6jRO01r+N+Pxe5/WWwEuUUq9xPusHFgMauF9rrZ3v/p3y2vOBqcCNxtYDgALc3a8e11qPOe/XA0PAPGAQ+EeDa2yJMUA96FyjRO3+3oLx4vmjUupJ4GNa669FyHkSmB7x+SVa69PcD5RSOvR+N+AzwJFa60dD508HnmpwD4IgCIIgdBli4BEEQRAEoVdwjRT3Ah/QWn8gfJBS6hBgiVJKOUaeLagZXtZhjDje8Yuc0x8DNgA72nClLDwGbAS2Bm5OOO5ejLfRvJChCACt9UPAK6xuBwK/VUpdqbW+O3To3eYQtSSLrkqpBZgQtld7u2853y3BGMruSCtPEARBEITuQEK0BEEQBEHoRb4MvFIptY8yTFNKHaOUmg5ch8lv81qlVJ9S6vnA3s65NwM7KqV2VUoNAhd6X2itq1b2/1hDCEqpJUqpoxopZM/9GvBxpdRipVRZKbVfOGGx1vpBTI6djymlZiilSkqpra1hCqXUC5RSS+3hT2IMW3V5fLTWI8BvgUMaF5fBJnn+AfAtrfUlEYccAvw+HFYmCIIgCEL3IwYeQRAEQRB6Dq31DRgvl89gjCB3A2fa70aA59v3TwAvBH7knHsncBHGOHIXEM5x81Yr73ql1NP2uLRJh98E/BWT8+cJ4L+IHm+dgfGUuc3q/wNgM/vdXsAflFLDwE8xOX3+GXO9LwKnp9QNTNLmg4DXOztpDSultrDfnwp8IYM8QRAEQRC6BBUMTxcEQRAEQZh4KKUuBu7TWl/QaV2KRil1DXBeONwqh5ydMYmr9ytGM0EQBEEQ2onk4BEEQRAEQehhtNYHFCTnFkCMO4IgCILQo0iIliAIgiAIgiAIgiAIQo8jIVqCIAiCIAiCIAiCIAg9jnjwCIIgCIIgCIIgCIIg9Dhi4BEEQRAEQRAEQRAEQehxxMAjCIIgCIIgCIIgCILQ44iBRxAEQRAEQRAEQRAEoccRA48gCIIgCIIgCIIgCEKP8/8BBwvv8UKeFF4AAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "windows = ['hamming', None]\n", "plt.subplots(1, 1, figsize=(16, 6))\n", "\n", "for window in windows:\n", " if window == None:\n", " label = 'rectangular'\n", " else:\n", " label = window\n", " f, Pxx_den = signal.periodogram(y, fs=fs, scaling='spectrum', nfft=Nfft, window=window)\n", " plt.semilogy(f[1:], Pxx_den[1:], label=label)\n", "\n", "plt.ylabel('Spectrum')\n", "plt.xlabel('Frequencies (Hz)')\n", "plt.title('Periodogram')\n", "plt.xticks(np.arange(0, max(f), 10)) \n", "plt.xlim(0, 500) \n", "plt.tick_params(axis ='x', rotation = 70)\n", "plt.legend(loc='best')\n", "plt.grid(True)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "fF9S7eahyWjQ" }, "source": [ "Две составляющие полезного сигнала, конечно, различимы, но при больших шумовых амплитудах методы могут и не справится.\n", "\n", "Попробуем применить метод Бартлетта для того же сигнала:\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 618 }, "colab_type": "code", "id": "2PGiXGHnXToz", "outputId": "fcfa6ae4-cd87-4465-9715-37d47ef44705" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "windows = ['bartlett', 'hamming', 'blackman']\n", "plt.subplots(1, 1, figsize=(16, 6), dpi=100)\n", "\n", "for window in windows:\n", " if window == 'bartlett':\n", " label = 'rectangular'\n", " else:\n", " label = window\n", " f, Pxx_den = signal.welch(y, fs=fs, nperseg = len(x)/Nsub, noverlap=0, scaling='spectrum', nfft=Nfft, window=window)\n", " plt.semilogy(f, Pxx_den, label=label)\n", "\n", "plt.legend()\n", "plt.ylabel('Spectrum')\n", "plt.xlabel('Frequencies (Hz)')\n", "plt.title('Bartlett')\n", "plt.xlim(0, 500)\n", "plt.xticks(np.arange(0, max(f), 10)) \n", "plt.tick_params(axis ='x', rotation = 70)\n", "plt.legend(loc='best')\n", "plt.grid(True)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "wTDXooPG0Qc6" }, "source": [ "Отмечаем лучшую различимость составляющих полезного сигнала в случае разбиения на последовательности." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "0fxXjTWx0SZK" }, "source": [ "## Литература\n", "\n", "1. Hayes M. H. Statistical digital signal processing and modeling. – John Wiley & Sons, 2009.\n", "2. Солонина А. И. Цифровая обработка сигналов. Моделирование в MATLAB. – БХВ-Петербург, 2013.\n", "3. \"Digital Signal Processing: The Welch Method\" by Prof. Dr.-Ing. Sascha Spors. URL: https://dsp-nbsphinx.readthedocs.io/en/nbsphinx-experiment/spectral_estimation_random_signals/welch_method.html\n", "4. Solomon, Jr, O M. PSD computations using Welch's method. [Power Spectral Density (PSD)]. United States: N. p., 1991. Web. doi:10.2172/5688766. - p.38." ] } ], "metadata": { "colab": { "name": "Periodogram.ipynb", "provenance": [], "version": "0.3.2" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 }