From e47c6eae5d659e8064695c976b070a2db188daad Mon Sep 17 00:00:00 2001 From: stroe Date: Sat, 22 Feb 2025 12:16:00 +0400 Subject: [PATCH 1/3] lab_7 --- lab_7/lab7.ipynb | 238 +++++++++++++++++++++++++++++++++++++++++ lab_7/requirements.txt | 32 ++++++ 2 files changed, 270 insertions(+) create mode 100644 lab_7/lab7.ipynb create mode 100644 lab_7/requirements.txt diff --git a/lab_7/lab7.ipynb b/lab_7/lab7.ipynb new file mode 100644 index 0000000..3cca066 --- /dev/null +++ b/lab_7/lab7.ipynb @@ -0,0 +1,238 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Настройка параметров лингвистических переменных\n", + "Для каждой переменной определим количество термов, типы и параметры функций принадлежности.\n", + "\n", + "Для переменной Cost:\n", + "- Термы: Низкий, Средний, Высокий\n", + "- Тип функции принадлежности: Треугольная\n", + "Параметры:\n", + "- Низкий: (0, 200, 400)\n", + "- Средний: (300, 600, 900)\n", + "- Высокий: (800, 1200, 1600)\n", + "\n", + "Для переменной Shares:\n", + "- Термы: Мало, Средне, Много\n", + "- Тип функции принадлежности: Треугольная\n", + "Параметры:\n", + "- Мало: (0, 5000, 10000)\n", + "- Средне: (8000, 15000, 20000)\n", + "- Много: (18000, 25000, 30000)\n", + "\n", + "Для переменной Value ($):\n", + "- Термы: Низкий, Средний, Высокий\n", + "- Тип функции принадлежности: Треугольная\n", + "\n", + "Параметры:\n", + "- Низкий: (0, 500000, 1000000)\n", + "- Средний: (800000, 1500000, 2000000)\n", + "- Высокий: (1800000, 2500000, 3000000)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from pandas import DataFrame\n", + "import numpy as np\n", + "import skfuzzy as fuzz\n", + "import matplotlib.pyplot as plt\n", + "\n", + "df: DataFrame = pd.read_csv(\"../static/csv/TSLA.csv\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Формирование базы нечетких правил\n", + "Сформируем базу нечетких правил, которые связывают входные и выходные переменные." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Определение диапазонов значений для входных переменных\n", + "x_cost = np.linspace(0, 1600, 100)\n", + "x_shares = np.linspace(0, 30000, 100)\n", + "x_value = np.linspace(0, 3000000, 100)\n", + "\n", + "# Определение функций принадлежности для Cost\n", + "cost_low = fuzz.trimf(x_cost, [0, 200, 400])\n", + "cost_medium = fuzz.trimf(x_cost, [300, 600, 900])\n", + "cost_high = fuzz.trimf(x_cost, [800, 1200, 1600])\n", + "\n", + "# Определение функций принадлежности для Shares\n", + "shares_low = fuzz.trimf(x_shares, [0, 5000, 10000])\n", + "shares_medium = fuzz.trimf(x_shares, [8000, 15000, 20000])\n", + "shares_high = fuzz.trimf(x_shares, [18000, 25000, 30000])\n", + "\n", + "# Определение функций принадлежности для Value\n", + "value_low = fuzz.trimf(x_value, [0, 500000, 1000000])\n", + "value_medium = fuzz.trimf(x_value, [800000, 1500000, 2000000])\n", + "value_high = fuzz.trimf(x_value, [1800000, 2500000, 3000000])\n", + "\n", + "# Определение нечетких правил\n", + "fuzzy_rules = [\n", + " (\"Низкий\", \"Мало\", \"Низкий\"),\n", + " (\"Низкий\", \"Средне\", \"Средний\"),\n", + " (\"Низкий\", \"Много\", \"Высокий\"),\n", + " (\"Средний\", \"Мало\", \"Средний\"),\n", + " (\"Средний\", \"Средне\", \"Высокий\"),\n", + " (\"Средний\", \"Много\", \"Высокий\"),\n", + " (\"Высокий\", \"Мало\", \"Высокий\"),\n", + " (\"Высокий\", \"Средне\", \"Высокий\"),\n", + " (\"Высокий\", \"Много\", \"Высокий\")\n", + "]\n", + "\n", + "# Визуализация функций принадлежности\n", + "fig, (ax0, ax1, ax2) = plt.subplots(nrows=3, figsize=(8, 9))\n", + "\n", + "ax0.plot(x_cost, cost_low, 'b', linewidth=1.5, label='Низкий')\n", + "ax0.plot(x_cost, cost_medium, 'g', linewidth=1.5, label='Средний')\n", + "ax0.plot(x_cost, cost_high, 'r', linewidth=1.5, label='Высокий')\n", + "ax0.set_title('Функции принадлежности для Cost')\n", + "ax0.legend()\n", + "\n", + "ax1.plot(x_shares, shares_low, 'b', linewidth=1.5, label='Мало')\n", + "ax1.plot(x_shares, shares_medium, 'g', linewidth=1.5, label='Средне')\n", + "ax1.plot(x_shares, shares_high, 'r', linewidth=1.5, label='Много')\n", + "ax1.set_title('Функции принадлежности для Shares')\n", + "ax1.legend()\n", + "\n", + "ax2.plot(x_value, value_low, 'b', linewidth=1.5, label='Низкий')\n", + "ax2.plot(x_value, value_medium, 'g', linewidth=1.5, label='Средний')\n", + "ax2.plot(x_value, value_high, 'r', linewidth=1.5, label='Высокий')\n", + "ax2.set_title('Функции принадлежности для Value')\n", + "ax2.legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Оценка качества полученной нечеткой системы\n", + "Для оценки качества системы создадим тестовые данные и применим нечеткие правила для получения предсказанных значений. Затем сравним их с реальными значениями." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cost | Shares | Эталонная Value | Оцененная Value\n", + " 150 | 5000 | 750000 | 500000.00\n", + " 450 | 12000 | 1500000 | 1421901.23\n", + "1000 | 20000 | 2500000 | 2421901.23\n", + "\n", + "Средняя абсолютная ошибка (MAE): 135399.18\n", + "Среднеквадратичная ошибка (RMSE): 157796.11\n" + ] + } + ], + "source": [ + "# Функция для вычисления нечеткой оценки\n", + "def fuzzy_inference(cost, shares):\n", + " # Определение степени принадлежности\n", + " cost_low_degree = fuzz.interp_membership(x_cost, cost_low, cost)\n", + " cost_medium_degree = fuzz.interp_membership(x_cost, cost_medium, cost)\n", + " cost_high_degree = fuzz.interp_membership(x_cost, cost_high, cost)\n", + "\n", + " shares_low_degree = fuzz.interp_membership(x_shares, shares_low, shares)\n", + " shares_medium_degree = fuzz.interp_membership(x_shares, shares_medium, shares)\n", + " shares_high_degree = fuzz.interp_membership(x_shares, shares_high, shares)\n", + "\n", + " # Применяем правила\n", + " # Активируем термы выходной переменной с использованием степени принадлежности\n", + " value_low_activated = np.fmin(cost_low_degree, value_low)\n", + " value_medium_activated = np.fmin(cost_medium_degree, value_medium)\n", + " value_high_activated = np.fmin(cost_high_degree, value_high)\n", + "\n", + " # Агрегируем все активированные термы\n", + " aggregated = np.fmax(value_low_activated, np.fmax(value_medium_activated, value_high_activated))\n", + "\n", + " # Дефуззификация\n", + " value_defuzz = fuzz.defuzz(x_value, aggregated, 'centroid')\n", + "\n", + " return value_defuzz\n", + "\n", + "# Оценка системы на тестовом наборе данных\n", + "results = []\n", + "for cost, shares, actual_value in test_data:\n", + " inferred_value = fuzzy_inference(cost, shares)\n", + " results.append((cost, shares, actual_value, inferred_value))\n", + "\n", + "# Вывод результатов\n", + "print(\"Cost | Shares | Эталонная Value | Оцененная Value\")\n", + "for cost, shares, actual_value, inferred_value in results:\n", + " print(f\"{cost:4} | {shares:6} | {actual_value:15} | {inferred_value:.2f}\")\n", + "\n", + "# Вычисление метрик качества\n", + "actual_values = [actual for _, _, actual, _ in results]\n", + "inferred_values = [inferred for _, _, _, inferred in results]\n", + "\n", + "mae = np.mean(np.abs(np.array(actual_values) - np.array(inferred_values)))\n", + "rmse = np.sqrt(np.mean((np.array(actual_values) - np.array(inferred_values)) ** 2))\n", + "\n", + "print(f\"\\nСредняя абсолютная ошибка (MAE): {mae:.2f}\")\n", + "print(f\"Среднеквадратичная ошибка (RMSE): {rmse:.2f}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "В результате выполнения лабораторной работы была создана нечеткая система, которая позволяет оценивать общую стоимость транзакции на основе стоимости акции и количества акций. Система была протестирована на тестовых данных, и были вычислены метрики качества (MAE и RMSE). Полученные результаты указывают на необходимость дальнейшей настройки системы для повышения точности предсказаний." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "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": "3.13.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lab_7/requirements.txt b/lab_7/requirements.txt new file mode 100644 index 0000000..977c5c8 --- /dev/null +++ b/lab_7/requirements.txt @@ -0,0 +1,32 @@ +asttokens==2.4.1 +colorama==0.4.6 +comm==0.2.2 +debugpy==1.8.5 +decorator==5.1.1 +executing==2.1.0 +ipykernel==6.29.5 +ipython==8.27.0 +jedi==0.19.1 +jupyter_client==8.6.2 +jupyter_core==5.7.2 +matplotlib-inline==0.1.7 +nest-asyncio==1.6.0 +numpy==2.1.1 +packaging==24.1 +pandas==2.2.2 +parso==0.8.4 +platformdirs==4.3.2 +prompt_toolkit==3.0.47 +psutil==6.0.0 +pure_eval==0.2.3 +Pygments==2.18.0 +python-dateutil==2.9.0.post0 +pytz==2024.2 +pywin32==306 +pyzmq==26.2.0 +six==1.16.0 +stack-data==0.6.3 +tornado==6.4.1 +traitlets==5.14.3 +tzdata==2024.1 +wcwidth==0.2.13 From 34e6dd0fe98ab2ff388348c146a9d0ae1b9f2f2a Mon Sep 17 00:00:00 2001 From: stroe Date: Sat, 22 Feb 2025 12:56:02 +0400 Subject: [PATCH 2/3] =?UTF-8?q?=D0=98=D1=81=D0=BF=D1=80=D0=B0=D0=B2=D0=BB?= =?UTF-8?q?=D0=B5=D0=BD=D1=8B=20=D0=B3=D1=80=D0=B0=D1=84=D0=B8=D0=BA=D0=B8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lab_7/lab7.ipynb | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/lab_7/lab7.ipynb b/lab_7/lab7.ipynb index 3cca066..77b7652 100644 --- a/lab_7/lab7.ipynb +++ b/lab_7/lab7.ipynb @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -58,12 +58,12 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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/xTfZIWAuBT+7DL3ke0KfzeN5vhZ8v/L+OevCGRWGXumdE74/+f5lx5azYJxR5eNGRD6MEOILDKhEJYSwU5bKzQandevWqszjokWLPvtbWMvNmps3b566fM2aNQGuF9zJvLQqz0eKFMl09OjRAPfL61gqN5ssWTKTl5dXgOtGVLnZXbt2mVq2bKlKqcaMGdNUv35905MnTwLclmVHeV2W3DTH+wtruVmWRh06dKi6Pcub5suXz7R27drP7pO3+dK+1n9CRowYYSpUqJBp4cKFnz1+UK/t8uXLTSVLllT7h6esWbOqsrEsL6u/9nzt9u3bF+B25uVmzVWoUEHdh15KN6TlZs3Ly/L2UaJEUaV3W7Vq9VlZWdq7d696rFixYql2586d2zRp0iRTWMrNhuS1tUTfB1868X3J/ZcxY0bTgAEDPiszHLjcLMs7J0+eXJWcNReScrOBy+C2aNFClZ9mKV/uK5a65X569+5dgPLELE3MMr7c76lSpTL17NkzwHWOHTum2pM6dWr1fmW56G+++SZA+WPav3+/KuHMx5PSs0IYJxL/+VLnQwghgkr0ZMgIk0L1cAQjMaSEC8wFXkHbnjCJnCPULGfLhHd7xQXSeApqBWPONjA0SH5C7PN9zoRuvtfMV10XQoiIJjkWQogwYXlMhmCwKo89dCqEEEIIYSzJsRBChArXDWAcNqsLMdE2LNVsIgpr4gdeAE2EDfNSgkvCZm4DK/MI2+MaJF8qm8ycBH1xSyGEsBUJhRJChArDL5hYyWRtJuxyzQnhfKFQQgghRGhJx0IIIYQQQggRbpJjIYQQQgghhAg36VgIIYQQQgghXCN528/PD3fv3lWLKH1p5VwhhBBCCCGEdTBrgotTJk+eXC0W6vAdC3YquEKwEEIIIYQQwvZu3bqFlClTOn7HgjMV+hOKHTu20c0RQgghhBDCJbx8+VIN8OvH4w7fsdDDn9ipkI6FEEIIIYQQthWSdARJ3hZCCCGEEEKEm3QshBBCCCGEELbvWOzevRvffvutygznlMiqVatCtFJv/vz54enpiYwZM6qVZ4UQQgghhBDOI9Q5Fl5eXsiTJw9+/vln1KpV64vXv3btGqpVq4ZffvkFCxcuxLZt29C8eXMkS5YMlSpVCmu7hRBCCCGEHfH19cX79++NboYIpShRosDNzQ2GdCyqVKmiTiE1ffp0pEuXDmPGjFHns2XLhr1792LcuHHSsRBCCCGEcIJ1Du7fv4/nz58b3RQRRnHjxkXSpEnDvV5chFeFOnDgAMqXLx/gMnYoOnbsGORtvL291cm8zJUQQgghhLA/eqciceLEiB49uixm7GCdwjdv3uDhw4fqPCOK7LpjwTdbkiRJAlzG8+wsvH37FtGiRfvsNsOGDcPAgQMjumlCCPGZ68+v4+nbp8ifLL/RTRFCCIcIf9I7FQkSJDC6OSIM9GNxdi74OoYnLMouq0L17NkTL1688D9xYTwhhIho7FAUmVUEBWYUwOrzq41ujhAiophMwNix2undO6Nb49D0nArOVAjHpb9+4c2RifCOBeO1Hjx4EOAynudCd5ZmK4jVo/TF8GRRPCGErfTe1hsPvbTp4IYrG+Lco3NGN0kIERFGjAC6dNFOefIA27cb3SKHJ+FPjs1ar1+EdyyKFSumKkGZ27Jli7pcCCHsxZG7R/D70d/VdvZE2fHK5xW+W/wdnr+TZEQhnMqGDUCvXtp2nDjAxYtAuXJAo0bAo0dGt04IhxbqjsXr169x4sQJddLLyXL75s2b/mFMjfjh/IhlZq9evYpff/0V58+fx9SpU7F06VJ06tTJms9DCCHCzNfPF63XtYYJJtTPVR87G+9E6jipcenpJfy0/Cf1dyGEE7h0CfjpJy0UqmVL4MYNoE0bDtcCf/4JZMkCzJoF+PkZ3VIhLMqRIwcePXqkUgUyZcqEV69ewaE7FkeOHEG+fPnUiTp37qy2+/Xrp87fu3fPv5NBLDW7bt06NUvB9S9YdnbWrFlSatYF8Xua6ymavT2EsAt/HP8Dh+8eRmzP2BhdcTQSxUiElXVXIqp7VGy4vAH9dmjfb0IIB8YDsBo1AJZELV4cmDhRm7GYPBn4918gb17g2TOgRQugTBltJkM4tSZNmqAG3xMWFnZmaJA9ls9t3LixWqQ6fvz4qFq1KmLFigV7EsnEOlN2jhWk4sSJo3pnkm/huCZMAFhlmKk1AwYAnLSKEsXoVglX9/jNY2SZnEUlbo+vNB4dinbw/9vCUwvRYGUDtb30+6Wok6OOgS0VQoRrZKt2bW10K3lyjpKyrmbA63z4oHU2OFDq5aVd7+hRJosa1WqH8O7dOxW9woHkqFGjwtE6Fuw8rOL7IlDHomzZsnj27Jla38Eej4s/fPigOhe2eB1Dcxxul1WhhPNh93XqVG377Vuge3egQAGuc2J0y4Sr67m1p+pU5E6SG20Ktwnwt/q566NLsS5qu8nqJjj14JRBrRRChMuQIVqnwsMDWLHi804FubszDAP47z+u5gvcvat1Rnx8jGixsBNz5879rHNRunRpNaOhpwXs3r1bLQAdPXp0dQDOqJxLDLv7KG3atBg/frz/+T59+iBlypS4fv16iB/DfBaFB/fsVDRs2FBdFrhjZCTpWAib2LlTm1WOGROYNg1gqevTp7XZ6P/9T5t9FsLW/r39L2Ydn6W2p1SdAvfIny/tM7z8cJRPXx5v3r9BjcU1VCdECOFA1qzRZiFo+nSgSJHgr586tdYJYZjU/v1A+/Y2aaYzDSRywseIky1icFasWIHjx48HuCxFihSYPHkyzp49i7179yJy5Mj4Hw9uLGBKwO+//65SBNjhCOljBHb06FGs4XvbzkjHQtjE71qxHdSvz4R+4Px5oGlT7bIZM4CsWYFFi2zzpSAEMSG7zXpthqJxnsYombqkxeuxs7G49mKki5sO155fQ/0V9dVKpUIIB8AfmwZaOCPatv30w/MlmTNrP0pM6uYPmP4jJr7ozRttENGIEx87tNauXYuYMWMGOFWpUsXidbnGQ/fu3dXJXIYMGVCuXDkVRsSEaq5ezYUDA2OO8aBBg7Bx40Y1wxGaxwiMOc7dunWDvZGOhYhwXCWeM8+kd+ATJgRmz9ZmMtip4HXY6WBRDiFsgaVlj907hjiecTCywshgr5sgegKs+nGVSubeeHkjlpxdYrN2CiHC6MUL4LvvtKTt0qW1xfBCo2pVLYSK2rUD9u2LkGYKYzGXQq92qp/YAbBkypQpKtSpPg9YAmHhopgxYyJGjBg4dOiQCm8yt3r1ajWLwcTrnDlzBtme4B5Dx9AnVlztwnVY7Ix0LESE42eLCzkWKgR8LCbmj4U3Tp4EWrfWzo8bJ7MWIuJxEbze23ur7SFfD0HiGIm/eBvmYPQqqdW+77ypM15521eJPyFEoGRtHpgxBjdVKmDZsrBVC+nRA/j+e+1HjPkWd+5ERGudChdwfv3amFNYFv9mRyBjxowBTgxtCoyJ3IMHD8bYsWMtLibHDsOJEyewa9cuxIsXD8OHDw/w93379mHJkiXqtgNYwcaCLz2GPqPBJRyGDBkS5ELTRpKOhYjw73aGOlEQ4YYql27wYK64DjBH6fBhmzZRuKDuW7urhe/yJc2HXwr+EuLbdSvRDRniZcC91/cwYKflHwYhhB3o3x9Ytw5gdZuVK4HEXx48sIgHd3PmALlyAQ8eALVqsXyOtVvrVLjLYsQw5hSRi3/zgL9UqVIqqdoSd3d31SkpWbIkunbtioULFwb4e48ePfD999+rmYxx48bhsIWDnS89Bk2bNk3NjDBx2x5Jx0JEqO3bgStXAFYn+/HHoK/Himl1PlbylFBWEZH23dyHuSe0Keqp1abCLbJbiG/LUKjJVSer7QkHJ+DMwzMR1k4hRBgtXw789pu2PXOmVoIwPBi8z2TuePGAQ4eAVq1kat3FvHnzBjNmzMDIkSODzNPgjMTNmzexf/9+dT19vTedXhq2cOHC6NixI5o2bQofs4pjX3oMHf/OBPCgZjSMJh0LEaH0TgJz5ziaEBx9RmPxYi00Vghr++D3Aa3Xa3F3zfI1Q9GURUN9H5UzVkbNrDXha9KSvyWRWwg7cuYMVxDTtlk6Vk/cDq/06YElS4DIkbX4Xi6qJ1wGw4/YEcjMpH4Lbt++rRauy5QpE2rWrKlCqQLPWJgbOHAg/Pz8AoREfekxzHNCeLJXskCeiDD372uhrVxziHkUuXMHf32+E5nPxBLi/M5uE3BJASHCbcK/E9BxU0fEixoPF9tdRMLoCcN0Pzdf3ETWyVnx9sNb/FnzTzTIbaWDFyFE2D19qiXzXb0KlCsHbNyorU1hTWPGAF27Am5uwNatwFdfwdU58gJ54hNZIE/YPYalslNRtOiXOxXEWT191oIzHfbf5RWO5N6re+i3U6tlP6zcsDB3Kih1nNToW7qv2u66uavK1xBCGIilPevV0zoVXBuAU9/W7lTosyA//aQ9HuN3b960/mMI4cCkYyEiLGmboa3BJW1bwlwkdpS5eN6//0ZY84QL6ralG156v0Sh5IXQPH/zcN9fl+JdkCVBFjzweoD+O/pbpY1CiDDq1QvYvBlglRzmQ7CmeUTgCBh/3Bg///gxULMm8PZtxDyWEA5IOhYiQmzZAly7pi1c+sMPIb8dc+Pq1tW2JYlbWMuu67uw8PRCREKkUCdsB8XDzcM/kXvy4ck4cf+EFVoqhAg1zk7oCa+cKs+TJ2IfjzVNWWmKnZdjx4CWLWWKXYiPpGMhIoTeKWjUKPR1pfUZDubJPXtm/bYJ1/Le973/Ctv/K/A/FExe0Gr3XT59efyQ4wf4mfzUY/B/IYQNsUb5zz9r21ypWB+Zimhp0mhrYzDXYsECYPx42zyuEHZOOhbC6u7eBdasCX0YlI45GSwZzlLhshK3CK+JByfi7KOzKqdiSLmPq+ha0ZiKYxAjSgzsv7Uf80/Ot/r9CyGCwFCkGjW0UKRKlT6tkm0rTNzmqq7EhG4mcwvh4qRjIaxu9mwtr61ECSBHjtDfXpK4hbXceXkHA3Zp5fxGlB+B+NG0OuLWlDJ2SvQvo+VY/LrlVzx7K9NsQkQ4VgZhnO2NG0CGDMBff2mzB7bWti3QpImWWMjZEsYAC+HCpGMhrIodirAkbQfG0uMMoWLp2X37rNY84WK6bO6C1z6v1XoVTfI2ibDH6Vi0I7Inyo5Hbx6hz/Y+EfY4QoiPunUDduzQFkhavVpL0DMCR8KmTdPK3LLcLWdQvLyMaYsQdkA6FsKqNm3Squ/xO/7778N+P0z61lfqliRuERbbrm7DkrNLEDlSZEytOlX9H1GiuEXBlKpT1Pa0I9Nw9O7RCHssIVze/Pmfchq4HZapcWtiKcMVK4AkSYBTp7ScD5lqFy5KOhbCqvROABc+ZdW/8NBnPJgf9+RJ+NsmXIePrw/abmirtlsVbIV8yfJF+GN+lfYr/JTrJ5hgUqt7SyK3EBHgyBGtChP17QvUqgW7kDIlsHw5ECUKsHTppypVQrgY6VgIq7l9G1i7VtvWv/fDgzPLefMC3t7aoJQQITXuwDicf3weiWMkxm9f/2azxx1dYTRiecTCoTuH8MexP2z2uEK4hAcPtHUj+KPwzTfAAC1/ym4wsXDSJG27Z09t5W8hDDJp0iQMHjxYbU+ZMgVdWWDABqRjIazmjz+0/LXSpYFs2cJ/f5LELcLi5oubGLR7kNoeVWEU4kaNa7PHThYrGQaV1R67x7YeePJGptqEsAofH22la45gZcmilXiNbIeHMPzR0te14Ergly4Z3SLxBffv30e7du2QPn16eHp6IlWqVPj222+xbds2OLIffvgB8+bNQ5QoUfDbb7+hWbNmNnlcO/xUCkct0DFrVviTtgP76SctN+/CBWD3buvdr3BenTd1xpv3b1AydUk0zN3Q5o/ftnBb5EqcC0/fPkWvbb1s/vhCOKVOnYA9e4DYsbVkbSbi2auJE4FixYDnz7Vk7levjG6RCML169dRoEABbN++HaNGjcLp06exceNGlC1bFm3aaOsfOaokSZLg4sWLuHHjBm7duoVs1hjxDQHpWAir4IwvB5ISJABq17be/fI3hJ0LkiRu8SWbLm/C8nPL4RbJTSVTR+K0l425R3b3T+SeeWymCosSQoQDR62mTtWmsRcu1GYs7Jmnp5ZvkSyZVtqQK8VyOl/YndatW6vfiUOHDqF27drInDkzcuTIgc6dO+Pff/9V1+Hfp02bhipVqiBatGhqZuPvv/8OcD88cOcMQdy4cRE/fnx89913qtNijud5X4FPz9kB/YjnV61aFeB2X331FTp27Oh/Pm3atBhvtiAjZ1Z4uxrsxAa6TeTIkZE8eXJcuXJFzVzkZXx5BJOOhbAK/aCf5bz5nWpN+gwIv6e5HpIQlnh/8PZP2G5XuB1yJ8ltWFtKpSmFRnkaaYnc61rD18/XsLYI4dAOHAD0keOBA7XcCkfATgUrRXl4ADxQtPXifQYymUzw8vEy5MTHDqmnT5+q2QnOTMRgaEQg7CTo+vbtqzoeJ0+eRP369fHjjz/i3Llz6m/v379HpUqVECtWLOzZswf79u1DzJgxUblyZfgwhC+QrVu34t69e1jOg5pw8vPzQ5cuXdTjBadbt26IyuplNuBuk0cRTu3WLWD9euslbQdWoIB2OnoUmDtXW+BUiMBG7R+Fy08vI1nMZBhYdqDRzcHI8iOx+vxqHL13FDOOzkCrQq2MbpIQjuXuXW0KnAdnrP7UuzccStGi2hoXjG3v1w/IkweoXh3OjqGoMYcFf6AbUV73fI0YHp93Eiy5fPmy6ohkzZr1i9etU6cOmjdvrraZEL1lyxaVHD116lQsWbJEHeDPmjXLf5Z8zpw5qmOyc+dOVKxYUV3mzaIDAJImTapOnNkIL+ZQ8H45Q/L69WuL19mxYwf279+v2s/tiCYzFsIqs9Sc5S1bFsicOWIeQ5+1mDFDkrjF564/v44he7QRwTEVxyC2Z2yjm4QkMZP4V6Tqtb0XHnk9MrpJQjgOHoRxMaR794Ds2bVRJXtM1v4Srmmhz7hw5dfz541ukfgoNLMbxZgzE+i8PmPBWQx2UjhjETNmTHVip+Hdu3cqBEn35GPd/NiM8Q5GvXr1/O+HJ86CWPLmzRv06dMHI0eOhLu7e5DPkTMa/fv3Rxwb5SXJjIWwy6TtwLhYXufOWoGNnTu1TowQug4bO+Ddh3com7Ysfsz5cWVFO8A1NGYfn43j94+j+9bumP3dbKObJIT94wFf27ZaGBTDUZisHSsWHNa4cdrCeTxA/O474NAh+04+D6foUaKrmQOjHjukMmXKpGYYzoezs8eZAiaAL2T+TyCJEiXy37569So8PDxUzkNwxo0bh/Lly/ufZ+iVJUw2z5Ili6pgFVRY1fz58+Hl5YVffvkFQ2wUjueA3X9hT9at02ar+dlhefGIwt8U/bMlSdzC3NqLa7HmwhqVND256mRDEraD4hbZDVOrTVXbc07Mwf5b+41ukhD2j1/yHLHiZ/mvv4CMGeHQuGgeV3rlInoXL2ozF06czM3vYIYjGXEKzfc/ZxWYG8E1HnjwHZh5UrWeyG1+Xq+ylD9/fly6dAmJEydGxowZA5zMZwl27dqF4sWLw83NLdh2MUzK/D6YMB4YczTGjBmjTkHhjEbv3r0xYsQIlbhtK9KxEOGiH+Q3barlqEUkfUaE+XAPH0bsYwnH8Pb9W7Tf0F5tdyraCdkTZYe9KZqyKJrl0+qHM5H7g98Ho5skhP3iqH67dtr2sGFA5cpwCkmSACtXAkyg5Uqy9ra4n4tip8LX1xeFCxdWo/7sIDDEaeLEiQHCn5YtW4bZs2er8q0MK2IVqbacVfs4o5AwYUKV57Bnzx5cu3ZN5Va0b98et2/fVve/e/duLFq0CLVq1VLrZvDE5HF6GIYDGra7Zs2ayJcvX5DX4eNlyJAhQLUoW5COhQgzVlLTFxZt0SLiH4+fH67G/f69Fm4rxIh9I3Dt+TWkiJUC/cr0g70aVm4Y4kWNh5MPTmLa4WlGN0cI+8Sa5cyrYIztDz8Av/4Kp1KwoJYoSFwRmaNkwlAsHXvs2DG1bgVzEXLmzIkKFSqoEq4sMasbOHAgFi9ejNy5c6vwor/++gvZmfvD8Kvo0VXHIXXq1KrjwJkMLkbHHAvmU7AUbZkyZdQMAjsbyZIlUydWmSKGM4UWk8W/FNrExwtuRiOiRDKFJnvFIC9fvlTTSS9evPhi0ouwnT59tAp6DAXcssV2q3uzMEOGDNqMsiPm8gnruPL0CnJMzQFvX28s/X4p6uSoA3v2+5Hf8cu6X1Ri+YW2F5A0ZlKjmySE/Xj3DihVCjhyBMidG9i/X1sd1RkxYZB5F3x+DLHJmROOjAfQHKVPly6dzUqa2hLDq1auXBnmkf/r16+rdSUCr2uhY/Uo87Are3wdQ3McLodlIkw4a8CD/IhO2raUxM33NAstbN9uu8cV9oXjIe03tledigrpK+D77N/D3jXP3xwFkxfES++X+HWLk43EChEeHN/85RetU8ESnAwZctZOBY0cCXz9NcC4fh6sPntmdItEBHJzcwuQxG1phWxnEqaOBWO7uPIfezRFihRRsWbB4QqBnOphAkqqVKnQqVMn1TMSjuuff4D797WwURa5sBX+1jDvjSSJ23UxWXv9pfWIEjkKJlWZZFcJ28EmcledikiIhD9P/YndN3Yb3SQh7MOkSSzIr01BL1nC+BQ4NZYG5fNMm1YbJatXD/CVRTSdVapUqXD48OEg/37hwgW4dMeCC4FwqXMmrzAuLU+ePCqrPqjkEyaP9OjRQ12fCTF//PGHuo9evXpZo/3CIPpBPUt027DYQIAZEi5mys6NcC1cfInlZalr8a7IkjD08alGKZSiEFoW0FaRbLO+Dd77vje6SUIYi/XDGRpEo0ZpsbWuIGFC7UeMFX82bQLkmMiuZ8htnQDtUh2LsWPHokWLFmjatKlKXJk+fbpKXGG2vCVc7a9EiRL46aef1CwHVyDk4h9fmuUQ9uvqVWDzZq0SoC2StgNj+C0XNGV+35w5tn98Yayhe4bixosbSB0nNXqXcrCVeAEM+XoIEkRLgDMPz2DSoUlGN0cI49y4wSWNtdF61hPv1AkuhStx6z9iDI/iLIYQrtSx8PHxwdGjRwMs3BE5cmR1/gAXsrGANXt5G70jwQVC1q9fj6pVqwb5OFyenIki5idhP2bO1P7nKvXp0hnTBn3Wgm1x4nLgIpCLTy5i1P5Rant8pfGqbrmjSRA9AUaUH6G2++/sj7uv7hrdJCFs780bbfGjx4+5EID2Ze4AIY1WV7cu0L37p7rtJ08a3SIhbNexePz4sarHGzjRhOdZk9cSzlQMGjQIJUuWVAt0sKYus+ODC4UaNmyYyj7XT4xPE/bBxwfQJ6dsmbQdGCsRct2Za9dsV5FKGD8d3W5DO/j4+qByxsqokdVxp6ab5muKIimK4LXPa3TZ3MXo5ghh+2RtTncfP66trspkbQuLgLkMllesVAl4+1ZL5mZnSwgHFeFVobhIyNChQzF16lSVk7FixQqsW7cOg1nDOQg9e/ZUJa30E2sAC/uwerW2OF2yZMA33xjXjujRgUaNtG1J4nYNy88tx+Yrm+Hh5uEwCdtBiRwpslqRm/8vPrMY269JiTPhQsaOZQImy+VoK1KnTg2Xxv3AFcZZR50lSTmLwVhfIZy9Y8GVBVk268GDBwEu53kuQW5J37590bBhQzRv3hy5cuVSKwWyo8FZCS7wYYmnp6eqk2t+EvZBP4hv1sz2SduB6TMma9YAdyWaxKlxZL/TJi3+unuJ7sgYPyMcXf5k+dGqYCv/RG7OxAjh9DjFrC98N348UKaM0S2yD/HiacncLH3IWup6eJQQztyx8PDwQIECBdSKhDp2DnjefOnzwCv/MQ/DHDsn5ABr8wkzly8DfOk5UMxF6oyWIwdQooSW9xdE7QDhJH7b/Rtuv7yNtHHTomfJnnAWg8sORqLoiXD+8XmM/3e80c0RIuIrf3A0noOKzCdo08boFtkXLpQ3f/6nWZ0FC4xukRARHwrFUrMzZ87EvHnzVPnYVq1awcvLS1WJokaNGqlQJt23336rlkXnUuhc0W/Lli1qFoOX6x0M4RhmzND+r1wZSJMGdsE8iVvKgDunc4/OYcyBMWp7YuWJiBbFeWKx40WLh1EVtGT0QbsG4dYLCfsUTur160+LwRUuDEyd6prJ2l9SqxbQp4+2zTyUo0eNbpFwQC9fvkTevHnx+vVr3L59GxkzZrTfjkXdunUxevRo9OvXTzX6xIkT2Lhxo39C982bN3Hv3j3/6/fp0wddunRR/7M8bbNmzdS6F79LYLxD8fb+VBXPyKTtwL7/XptBvnlTKwUunAtnNdtuaIsPfh/wTeZv8G2Wb+FsGuZpiBKpSsDrvRc6b/5Yz18IZ8LoBA4+nj6traq6YgUQNarRrbJfAwdqSYxcSJiVs4JYJ0yEX5MmTVS+nn5KkCABKleujFOnTsGRxY4dWxVNihs3rlrqgZMAthLJ5ADxSOx5sToUE7kl38IYixdri4OmSKHllnHhUHvB0ucM1a1eXUsuF86Dic31ltdDVPeo+K/1f0gXz6D6xhHs1INTyP97fviafLGpwSZUzFDR6CYJYT3DhmkLwDExb8cOLYZVBO/FC6BIES7LDJQuDWzdanxiYxDevXunIlLSpUuHqA7WYWTHgnnCcz6OnLLCKQfC2bHgQLmje/r0Kdzd3UN07Bzc6xia4/AIrwolnC9p2546FdRSW8gYa9cCt28b3RphLa+8X6HzJm0En3kVztqpoNxJcqNt4bZqu+36tvD+4G10k4SwjvXrgd4fF7KcPFk6FSHFeupM5o4VC9i9+9Pq5MLqWDCIBYh4YiROjx49VDXSR48e4fr162omg9E5lnBGYO7cuf7nb9++rRaBjh8/PmLEiIGCBQvi4MGD/n9nagCXXWDOcpYsWfDnn38GuD8+1iq+7h9n7JlekDt3bjxjCCGAAQMGqDaary/HMCfe7vnz5+oytoftIraDHYHSpUsH+zysSToW4os4YLJzJxdDtI+k7cCyZdMGdJgP+McfRrdGWMuAnQNw7/U9ZIiXAb+W+FhFxokN/GogksZMiktPL/nnlAjh0C5e5GJWWigUY2j1USARMlmzfkrgZqfMUaqU8PX28jLmFM4gHOYkLFiwQB2sMywqtLctU6YM7ty5gzVr1uDkyZP49ddf/Sugrly5Eh06dFDpAWfOnMH//vc/lZ+8g7N4FrRv3x779+/H5s2bEY8x3xZMnjz5s0qtgXGZh+NcM8ZGpGMhQpy0zcXS7XWtQj3vY9YsKf/tDM48PIMJByeoba5ZwVAoZxcnahyMrjDavwrWjec3jG6SEGH38qWWrM2QHs5STJxodIscE2N8mXNBjJM3G/2261XVY8Y05sTHDqW1a9ciZsyY6hQrVizVKViyZMlnFU2/ZNGiRWqWgzMOzG9g5+SHH37wr5rK/GSGXrVu3RqZM2dWxZBq1aqlLg+M4VjsiGzdujXI5RwY5vTbb7+hezClid+/f6/+Htx1rE06FiJYzB3TZ/nsKWk7sNq1AQ4uMBRqwwajWyPCg9O/XNeB+QY1s9ZElUxV4Cp+yvUTyqQpg7cf3qLjpo5GN0eIsOEILVcwPXdOS8z7+2/Wqze6VY6LVaLYSfPx0apGmRXIEeFXtmxZFSLE06FDh1SBoSpVquDGjU+DO8WLF1edjlSpUqkiRgx5Coy3z5cvnwo/soSVVEsECgXkeV4eeBZiyJAhKlSKiddBGTRokGo7OzFBmTJlisqNqF+/PmxFOhYiWMuXs1eszVRUsePjO09PJmFp21JwzLEtPL0Qu2/sRjT3aBhXaRxcCWNgp1SdAvfI7lh1fhXWX1pvdJOECL3Bg7VKGvxiXrkSCGLEVYQQR865vkX27NpqsBxJY6lGexU9ulZe2IgTHzuUmAvB2QWeChUqhFmzZqllFLi0go4zGAwn+uuvv3Dp0iX88ssvn91PtGjWKYXOzs369etVuFRQFVTZBrZzxIgRQd4P8zIGDx6MsWPHqt8WW5GOhQiW/p5mboW9Lzuih+9yxsIJijm4pOfvnqPr5q5qu2/pvkgT104WTLGhHIlzoGMRbbai/Yb2ePfhndFNEiLk2KEYMEDbnj4dKFTI6BY5ByZxM6mXSd0HDjAAH3aLB7FcQdyIkxUOoHkQzjCot2/f+l/GmQp2PDg7wGUTLCVBM8n6xIkTKkTJkmzZsmHfvn0BLuN5LsVgbvz48WrGZOrUqejWrZvF6lQMbWrevHmw61OwU1GqVCmVuG1L0rEQQfrvP2DPHq1DwWpQ9i5zZk5parPwzLUQjqf/jv544PUAmRNkRudirlsFpV+ZfkgRKwWuPLuCkftGGt0cIUL+o9Gggbbdrt2naWRhHZkyAX/9pR08M/mRHTcRbt7e3qrMLE8MS2rXrp1KxOZCzubVl1iOleFRf//9N3JylfRAWA0qadKkqFGjhuowXL16FcuXL8cBdgQB1UlgxSZWhuKMA2cSmFjdtas2mKbTQ6lq166NqlWrqg6EucuXL2Pnzp1qPbmgvHnzBjNmzMDIkbb//ZCOhfhi0jbX6WGYrCPQ80BYHUqSuB3LifsnMPnwZLU9ucpkeLp7wlXF8oyFsZXGqu1he4fh6rOrRjdJiOCx1CXzABiOUqYMMEYqm0UIxiQPHaptc9Zi716jW+TwuMhzsmTJ1KlIkSI4fPgwli1bhq+++sr/OrycoU4s9cokb0shSiwhu3nzZiROnFh1CHLlyoXhw4fD7WO4BzscEyZMUMnaOXLkUPfB9TPMHycw5luwuhQ7CTqGafXu3TvIXA49aZsVp5gkbmuyQJ6wiDOAyZNrvxUsQ27P+RXmmNuWMiXw6JEW2svfOWH//Ex+KDWnFPbf2o862etgaZ2lcHX8aq64oCK2Xt2qVh3/p94/RjdJCMt8fbXqRfyxSJ0aOHIESJTI6FY5Lx621a0LLFumrWTO/c0fPoM48gJ54hNZIE9EKH5fsVORJg1Q0YEWAWbhkaZNtW1J4nYc80/OV52KGFFi+I/UuzrG+bLUbpTIUbD24lqsubDG6CYJYVn//lqnggcjHNGRTkXEYigUV4rOnRvgGgasFMUSjkLYAelYCIv0g/IWLew/aTswtpk2bQKuXze6NeJLnr19hl+3aAvg9S/THyljGzfyZm+yJsyKLsW6+Cdyv3kf+hrtQkQolpIdMkTbZnJb/vxGt8g1MFGZnTiGwxw+DLBKkf0HoAgXIB0L8ZkzZ4D9+wF3d+Dnn+FwWCShfHntO9asWpywU32298GjN4+QPVF2dCwqazcE1qd0H6SKnQo3XtzAsD3DjG6OEJ+cPv0pQbtLF8CGtfIFgPTpWQdVK0c7b562OrcQBpOOhQhytoIhs8mSwSHpSdyzZzOJyejWiKAcvXsU045MU9tcvyGKWxSjm2R3YnjEwPjK49X2yP0jcenJJaObJIS2wBGT2Ly8gHLlgOHDjW6Ra+Io2qhR2nanTsDOnUa3SLg46ViIAN68Af780/5X2v6S777Tctru3wfWSGi63SZst17fGiaY1IrTX6UNujKGq+MK5JUyVIKPrw/abWinEruFMAxL7v34I3D1KsCVgTlqziluYQx2KDhbxCT6OnUAsxWjbUm+lxybtV4/6ViIAPj78OKFNsPKgRBHFSXKpzAuSeK2T7OPz8ahO4cQyyMWRlcYbXRzHCKR28PNA5uubMLK8yuNbpJwZb16AVu2aKscc0G8BAmMbpFrYzI3436Z3/L4MVCzpjZKaCNR+IP7ce0E4bj0109/PcNKys2KAIoVA/79Fxg2DOjRAw7t2jUgQwYt1+LyZW1b2Icnb54gy+QsePL2CcZVGie5FSHUd3tf/LbnN5Vzca7NORUmJYRNcYG2n37Stpcu1UbIhX3gCs0FCmidi3r1gIULrbISdUjcu3cPz58/V2s4RI8eXQ2GCMfAbgA7FQ8fPkTcuHHVeh7hOQ6XjoXwd+oUkCePNqN9+7YWSuToKlfWqkN17y4hwPbkf//8DzOOzUCuxLlw7H/H4B5ZwihCglWhsk/JrhK5u5fojuHl5U0tbOj4caBECW2ho549Py3UJuwHcywYbsCwqNGjtaR6G+ChJFeuZudCOCZ2KrhyuKVOoXQsRJi0aQNMnaoNQHEgyhmwGh9LfCdODNy6pa1zIYzF8Keis4qq3IrdTXajVJpSRjfJoXA9i+8Wf6fWtzjV6pQqSStEhOOqowULaqPiXDH1n38crxa5q5g0SVuVm9WiNm4EKlSw2UP7+vqqVZ+FY2H4k75CuCXSsRChxsIeXGn75Utg61atyIcz4PcbF4JlErfM2hvP188XRWYVwdF7R9EoTyPMqzHP6CY5HH5lf/vXt1h3aR3KpSuHLQ23SNiBiPgv0kqVgB07gEyZgEOHOLxpdKtEUHhYxyTDuXOBePG0lbmZOClEGMnK2yLUFi/WOhVcA6JsWTgN5iA1a6ZtSxK38WYem6k6FXE842Bk+ZFGN8chsRMxscpEeLp5Ytu1bVj23zKjmyScXbduWqciZkxg1SrpVNg7DjRMmwYUKgQ8e6aVBX792uhWCRchHQsR4KC7ZUtt9tSZcCVufs9u26YlcQtjPPJ6hF7beqnt377+DUliOkESj0HSx0uPniV7qu1Omzrhlfcro5sknNX8+cCECdo2a5Fnz250i0RIRI0KrFihJUtyIcOmTWVlbmETTnYIKcKaj3f4sJZ/oC+i6kzSpNGSuGnGDKNb47p6bO2BZ++eIV/SfGhVsJXRzXF43Ut2Vx2Mu6/uYtCuQUY3RzgjhtBwtIn69dNGvoXjSJkSWL5cm7r/+29gxAijWyRcgHQshP9sBZOcEyWCU9IX+5szB/D2Nro1rmf/rf2YfWK2/wrbbpEl6TO8orpHVWtb0PiD43H24VmjmyScyYMH2noI/MKsXh3o39/oFomwYBUvJnPr649s2GB0i4STk46Fi3v1Sit17egrbX9JtWpAihRaeW9WihK288HvA9qsb6O2m+VrhmKpihndJKdRNVNV1Mhaw38fO0AtDuEIfHyA77/X6o5nzaqFQDlbjKwr4Y87Z574/cD1LS5dMrpFwonJN4WL41pHzOnKkgUoUwZOi2tzSBK3MaYdnoYT908gXtR4GFZumNHNcTrjK41HNPdo2HVjF/4685fRzRHOoFMnYO9egNVfmKwt1RgdH2ctOHvx4gXw3XfaqKIQEUA6Fi7OPGnb2StWNm+uDbpx/aALF4xujWt48PoB+uzoo7aHlhuKRDGcNNbOQGnipkGf0to+7rK5C168e2F0k4QjmzVLW9CIPwiLFmmjTsLxMYmSeRasK3/uHNCoEeDnZ3SrhBOSjoWL5+UdOwZ4egKNG8PppUoFVK2qbUsSt21029INL71fomDygmiRv4XRzXFaXYp1QeYEmXH/9X0M2DnA6OYIR3XggLZSKg0erMWQCueRNKkWC8xOBmeifvvN6BYJJyQdCxemz1YwlDZBArgEPY+E6wa9e2d0a5zb7hu78eepPxEJkTC16lRJ2I5Anu6emFxlstqedGgSTj04ZXSThKO5exeoXVvLr+D/TPQVzqdwYWD6dG2bCflr1hjdIuFkpGPhorgYHvMrnD1pO7AqVbSZi6dPtSp8ImK8933vn7DNmYpCKQoZ3SSnVyFDBdTJXge+Jl+0XtdaErlFyLHyEzsT9+4BOXNqIy/OHhvryrimRdu22naDBlpolBBWIh0LF8VKUF5eQLZsQMmScBlublquBUkSd8ThqPmZh2eQIFoClVshbGNspbGIESUG9t3ah/kn5xvdHOEI2AFl+NO//2orajNEhitsC+c2dixQurSWxM1k7ufPjW6RcOWOxZQpU5A2bVpEjRoVRYoUwaFDh4K9/vPnz9GmTRskS5YMnp6eyJw5M9avXx/WNgsr/I7oB9WcrXC1gSlWh2IHY88e4L//jG6N8+GCbf13ajXvh5cfjgTRXSTOzg6kjJ0S/cr0889vef5ODhbEFzAs5o8/tMoWixcDGTIY3SJhC1w0b9kybQqf5Wfr1wd8fY1ulXDFjsWSJUvQuXNn9O/fH8eOHUOePHlQqVIlPHz40OL1fXx8UKFCBVy/fh1///03Lly4gJkzZyIFFxUQhmA/8ORJLWm7YUO4HL71vvlG25YkbuvrurkrXvu8RpEURfBzvp+Nbo7L6Vi0I7IlzIZHbx6hz3atWpQQFnF0pX17bXvoUKBSJaNbJGwpcWItmTtqVICDvVxdXQhbdyzGjh2LFi1aoGnTpsiePTumT5+O6NGjY/ZsbVXdwHj506dPsWrVKpQoUULNdJQpU0Z1SIQx9NmKH34A4seHS9LzSubNA96+Nbo1zmP7te1qLYXIkSJjarWp6n9hWx5uHmp1c5p2ZBqO3TtmdJOEPbp1S6vc8eEDULcu8OuvRrdIGKFAAWDmzE+dS5akFSIcQvWrz9mHo0ePonz58p/uIHJkdf4Ay9RZsGbNGhQrVkyFQiVJkgQ5c+bE0KFD4StTboZgGCVnu10taTuwihWBNGm0/cHZYBF+Pr4+aLteSwhsVbAV8ifLb3STXFbZdGVRL2c9+Jn8VCI3/xfCH0dTatYEGGnAQT6GQrlaTKz4hAncnTtr202aAKdPG90i4Sodi8ePH6sOATsI5nj+/v37Fm9z9epVFQLF2zGvom/fvhgzZgx+C6Z+sre3N16+fBngJKxjwQLtNyVHDqB4cbgs5li0+LisgiRxW8f4f8fj3ONzSBQ9EQaXHWx0c1ze6IqjEdMjJg7eOYg5x+cY3RxhT0l2v/wCHD2q1RlnsnaMGEa3ShhtxAigXDmtqkuNGlrpRCHCIMLjFPz8/JA4cWLMmDEDBQoUQN26ddG7d28VQhWUYcOGIU6cOP6nVEwuEuHm6knbgf38M+DuDuzfD5w5Y3RrHNutF7cwaNcgtT2qwijEixbP6Ca5vOSxkmPgVwPVdvet3fHkzROjmyTswcSJwPz52ujKkiVA2rRGt0jYA/4Y6u+Hq1eBH3/UwuSEiMiORcKECeHm5oYHDx4EuJznk3JFRwtYCYpVoHg7XbZs2dQMB0OrLOnZsydevHjhf7rFWFARboxW4wF0tGiumbQdWLJkQPXq2rbMWoRPl81d4PXeCyVSlUDDPPLmshftCrdDzsQ58eTtE/Te3tvo5gijbd8OdOmibY8erY1QC6HTZ7CiRwe2bJFFEkXEdyw8PDzUrMO2bdsCzEjwPPMoLGHC9uXLl9X1dBcvXlQdDt6fJSxJGzt27AAnEX76wTPz9FiuXHzKM/nzT+DNG6Nb45g2X9mMZf8tg1skN0nYtjNR3KL4J3LPODoDh+8cNrpJwijXr2sVO5jfyJGlDh2MbpGwR8y5mfMxdHLUqE8r6QoRQqE+AmCpWZaLnTdvHs6dO4dWrVrBy8tLVYmiRo0aqRkHHf/OqlAdOnRQHYp169ap5G0mcwvbefYMWLpU23blpO3AWIcgfXrgxQttFliEjvcHb7Tb0E5tty3cFrmT5Da6SSKQ0mlKo0HuBjDBhNbrW8PXTwpnuByOmjBu/skTrQoQR5lcPRZWBI0d0B49Pi38dPy40S0SztyxYI7E6NGj0a9fP+TNmxcnTpzAxo0b/RO6b968iXv37vlfn/kRmzZtwuHDh5E7d260b99edTJ66G9aYRMMqX33DsidGyhSxOjW2A+uCSVJ3GE39sBYXHxyEUljJvWP5xf2h3kvsT1j48jdI5h57GNpSeE6yXU8OOTiRYkSaesWMB5WiOCwwE7lylq1F3ZKHz0yukXCQUQymfitY99YFYpJ3My3kLCo0OMrzCpQ585x1XSgdWujW2RfmDKUMqWWp3bihDYTLL7sxvMbyDYlG95+eIsFNRegfu76RjdJBGPiwYnosLED4kWNhwttLyBRjERGN0nYAsNZuEYFk3MZxly6tNEtEo4U6lCoEHDlClC2LLBpk7Zit3A5L0NxHC7B0C5g716tU8F8rPpy7PcZTraxpDvJrEXIddrUSXUqyqQpg59y/WR0c8QXtC7UGnmS5MGzd8/Qc9uncFXhxHggqEcHTJggnQoROvHiAatXa+WId+wAunY1ukXCAUjHwgXoB8v16gFx4hjdGvuk551wnY/Xr41ujf3bcGkDVp5fCffI7io5OJLEa9s9vlZMrqc/jv+BA7csL2oqnMTly1rJUBZOYShUq1ZGt0g4IoY7sLqJXqp43jyjWyTsnHQsnBxz9f7+W9uWpO2gcZY3Y0bg1atPK5MLy959eOefsN2hSAfkSJzD6CaJECqeqjia5tUKbUgitxPj6Ajj4p8/B4oW1WJgpfMvwopT+n37fjqQOCzV5UTQpGPh5Di44O0N5MsHFCxodGvsO4m7ZUttW8Khgjdy30hceXZFLcDWv0x/o5sjQml4+eGIGzUuTtw/gWlHphndHBERSXWNGwNnzwJcX2r5ctZwN7pVwtENGAB88412QFGrlpacKIQF0rFw8t+XGTO0bVlp+8uaNOFaLcCRI8CxY0a3xj5dfXYVw/YOU9vjKo1DLM9YRjdJhFLiGIkx9OuharvP9j548FoOEJzK0KHAihVaki3/T57c6BYJZxl9Y6xwlizA7dvA998DQSxyLFybdCyc2O7dwIULQMyYwE+SW/tFrMTIgRiSWQvLWFWIoVDl0pVDnex1jG6OCKOWBVqiQLICeOH9At23dje6OcJa1q37FLLC8KcgFq4VIkyYpMlkblYFYlWYTp2MbpGwQ9KxcGL6wTE7FbFkYDlE9DyURYu0fAvxyT8X/sHai2sRJXIUTK46WRK2HZhbZG2V9EiIhHkn52Hvzb1GN0mEF0eR+GXPqWomausL9AhhTZyxWLhQC4GYOhWYNcvoFgk7Ix0LJ/X4sRZaS5K0HXJlygCZM2u5j3/9ZXRr7Meb92/QfmN7td2lWBdkTZjV6CaJcCqcojCa52+utluva40Pfh+MbpIIq5cvtWRt/l+yJDB+vNEtEs6MuRaDBmnbbdoA//5rdIuEHZGOhZOaO1cLf2TCdv78RrfGcXAQRpK4Pzd873Bcf34dqWKnQp/SfYxujrCSYeWGIX60+Dj98DQmH5psdHNEWLCcbMOGwPnzQIoUWhlAJosJEZF69dJih3mgwf/v3jW6RcJOSMfCBZK2ReiwoAp/l5nAzURuV3fpySWM2DfCP2E7hkcMo5skrCRB9AQYXm642u63ox/uvbpndJNEaHHkeM0arfLTypXaip9C2CKZmyOYXOfi3j0tmZsVo4TLk46FE+ICmZcuaXkVXB9JhE7ChNp3JLn6rIXJZFJrVvj4+qBShkqole1jdrtwGs3yN0ORFEXwyucVum3pZnRzRGisWgUMHPjpy6pQIaNbJFwJDzL4HowbFzhwAGjbVhvZFC5NOhZOSD8YbtBAqwglQk+f6WGeBcOWXRVX1950ZRM83DwwqcokSdh2QpEjRdZWT0ckLDy9EDuv7zS6SSIk/vtPC4Gi9u21qVYhbI0ry/KHkr8NTOR29dE4IR0LZ/PwoTYbThIGFXalSgHZsgFeXloBDFfk5eOFjhs7qu1fi/+KTAkyGd0kEUEKJC+AVgVbqe0269vgve97o5skgsMVtZmszSoTX30FjB5tdIuEK6tcGRimrW+Edu2APXuMbpEwkHQsnMycOcD790CRIkCePEa3xnmSuF1xdve33b/h1stbSBMnDXqW6ml0c0QE++3r35AoeiL89+g/TDg4wejmiKD4+mplZRnvmjo1sHSpthieEEb69Vfghx+ADx+0WGIuoidcknQsnKw4iCRtW0+jRlo+5MmTwKFDcCnnH5/HmANj1PaEyhMQPUp0o5skIli8aPEwssJItT1g5wDcfikHBnapXz9gwwYgWjQtvp0rewphD6Nxs2cDuXNroRM1awJv3xrdKmEA6Vg4kW3bgKtXtcUx69Y1ujWOL358bQCGXClslAnbbde3xXu/96iWqRqqZ6ludJOEjTTK0wjFUxWH13svdNncxejmiMCWLQOGDtW2Gc+eL5/RLRLikxgxtM4ufzxZUvGXX1xzut/FScfCiegHv8zniy4DzFahz/wsXqyFNbuCZf8tw7Zr2+Dp5omJVSZKwrYLJnLz/6Vnl2Lr1a1GN0noTp0CmjTRtrt21cKhhLA36dJp4XksRzt/PjBxotEtEjYmHQsncf8+sHq1ti1hUNZTvLhWppszugsWwOm98n6FTps6qe2eJXsifbz0RjdJ2FjepHnRtlBbtc2ZK+8PUpvecE+fasnab94AFSp8SpQVwh6VK/epoECXLloNfOEypGPhJBjayJwpHgjnzGl0a5wHB+v1jporJHEP2jUId1/dVR2K7iW7G90cYZBBZQchSYwkuPDkAsb9O87o5rg2frFzQaJr14D06bXpU3d3o1slRPA6dtRq3rPYQJ06wPXrRrdI2Ih0LJwkaXvmTG1bZiusj6FlzJM8c0ZbA8hZnX14FuMPjlfbXLMiqntUo5skDBInahyMrqiNOA7ePRg3X9w0ukmuq2dPYMsWLb5Vj18XwhFG5VhNJn9+4MkTLZmbM27C6UnHwgls3qwNBnDxSw4MCOviftWT4Z01iZsJ21y/4IPfB9TIWgNVM1U1uknCYPVz1Uep1KXw5v0b//VMhI0tWvQppGTePCBXLqNbJETIcUSOC2uxctmJE0Dz5s4/7S+kY+EM9INdlkfl51hYnz4TxJy0Z8/gdP468xd23diFaO7RML6SNmshXBuT9qdWmwq3SG5qBfaNlzca3STXcuwY0KyZtt2rl7Y2gBCOhmut/P23Fr7HFbrHaGXMhfOSjoWDu3sX+OcfbVvCoCIOFxxkee5377RCF87kpfdL/9KifUr3QZq4aYxukrATORPnRIciHfwTud99eGd0k1zDo0da6Ai/cKpUAQYNMrpFQoRd6dLA+I8DVt27a2EWwmlJx8LB/fGHlhtVsiSQPbvRrXFezpzE3X9Hf9x/fR+ZE2RGl2KydoEIqP9X/ZEsZjJceXYFo/d/DMsREef9e20BnZs3gUyZtHAoNzejWyVE+LRuDfz8s5YUymIEV64Y3SIRQaRj4cDYoZCkbdupX1/Lnzx3Dti7F07h1INTmHRokn/Ctqe7p9FNEnYmtmdsjK00Vm0P2TME155dM7pJzo1rVOzcCcSMqSVrM8lLCGcYnZsyRZv+ZzwxZ+Revza6VSICSMfCgW3cCNy6pRUJkfDbiMcVzevVc54kbj1h29fki++zf4+KGSoa3SRhp+rmqIuyacuqUKiOmySRO8LMnftpQbE//5RpaOFcokYFli8HkiYFTp8GmjZ1rul/oUjHwoHpB7eNG2ufVxHx9Jkh5qKxgp4j+/PUn9h7cy9iRImBcZVkrQIRfCI3V+R2j+yONRfWYO3FtUY3yfkcOgT88ou23b+/tiCeEM4mRQqtcxElivZDOny40S0SViYdCwfFmYp167Ttli2Nbo3rKFgQyJcP8PbWqj86qufvnqPblm5qu1+ZfkgZO6XRTRJ2LluibOhctLPabr+hPd6+f2t0k5zH/ftArVraF0v16kC/fka3SIiIw5V8GRZFvXsD69cb3SJhRdKxcOCkbeZAlSkDZM1qdGtcM4mba/846ixu3+198dDrIbIlzIaORSW0RYRM3zJ9VSf02vNrGL5XRhqtwsdHi2W9c0f7MmcIVGT5aRZOrkULbYaOP6I//QRcvGh0i4SVyLeXA/rwAZg1S9uWpG3b43cg8yovXAB27YLDOXbvGKYemaq2J1edDA83D6ObJBxETI+Y/mFzI/aNwOWnl41ukuPr0AHYtw+IHRtYvVr7XwhXMGECUKIE8OKFFvr38qXRLRJWIB0LB8RZQw5uJUyozZ4L24oVS+tcOGISt5/JTyVs8/8fc/6Ir9N9bXSThIOpna02KqSvAG9fbxUSxSIAIow47Tl9ujYVyrKymTMb3SIhbMfDQ8uzYN4Fyy1ylV+GYgjX61hMmTIFadOmRdSoUVGkSBEcYtJZCCxevFglAdaQpLRw0Q9mmzQBPKU6qCH0mSLmoHEtK0cx5/gc/Hv7XzXyPKairIAqQo/f4ZzpihI5CjZc3oBV51cZ3STHtH8/0Lattj14MFCtmtEtEsL2WCFq5UrtYIYzdvwsCNfqWCxZsgSdO3dG//79cezYMeTJkweVKlXCw4cPg73d9evX0bVrV5QqVSo87XV5N24AGzZo25K0bZz8+bVEbq5lxQqRjuDp26fovrW72h741UAkj5Xc6CYJB8XFFLsV15L/WX72zfs3RjfJsdy9C9SurX2BML+iVy+jWySEcQoV0mbuaMAArYMhXKdjMXbsWLRo0QJNmzZF9uzZMX36dESPHh2zZ88O8ja+vr6oX78+Bg4ciPTp04e3zS6NuRWMPPj6a21RVmEc8yRuR5i97bWtF568fYIciXKgXeF2RjdHOLjepXsjdZzUuPniJobsHmJ0cxwHKz8xhpWVoHLmBObM0UKhhHBlDMFo317bbtAA+O8/o1skbNGx8PHxwdGjR1G+fPlPdxA5sjp/4MCBIG83aNAgJE6cGM2aNQvR43h7e+Ply5cBTkIb3GI1KJKkbeP9+KOWb3H5MrBjB+za4TuHMePoDLU9tdpURHGLYnSThIOLHiU6JlSeoLZH7R+Fi0+kqssXcVSodWvg4EEgXjxtZW1WghBCAKNHA199pa3IzZD558+NbpGI6I7F48eP1exDkiRJAlzO8/c5+mLB3r178ccff2DmzJkhfpxhw4YhTpw4/qdUqVKFpplOa+1a4N49IHFiWTvJHvB4gAMr9p7E7evni9brW8MEE+rnqo/SaUob3SThJL7L8h2qZqqK937v0XZ9W0nk/pJp0wDO7rOc7OLFQIYMRrdICPvBRfOWLgVSpwYuXdKqpPj6Gt0qYU9VoV69eoWGDRuqTkVCljAKoZ49e+LFixf+p1tcDU74H7w2baoVUxDG02eOmHv24AHs0qxjs3Dk7hHE9oyN0RVHG90c4WSJ3BMrT4Snmye2XN2C5eeWG90k+7V7t1ZalkaMACpWNLpFQtifRIm0mbxo0bSEUlks0rk7FuwcuLm54UGgIyieT8rM/kCuXLmikra//fZbuLu7q9P8+fOxZs0atc2/W+Lp6YnYsWMHOLm6a9eAzZs/rSsj7EOePECRItraIgyVtjePvB6h57aeantw2cFIGvPzz6kQ4ZEhfgb0KNlDbXfc2BGvfV4b3ST7w8ExJmnzi6JePaBLF6NbJIT9ypfv02JdQ4cCy5YZ3SIRUR0LDw8PFChQANu2bfO/zM/PT50vVqzYZ9fPmjUrTp8+jRMnTvifqlevjrJly6ptCXEKOUaSMcqgQgWZPbc39pzEzU7Fs3fPkCdJHrQu1Nro5ggn1b1Ed6SLmw53Xt3B4F1SLjKAt2+BmjW1utR582oHTJKsLUTwGAald8CZ2H3qlNEtEhEVCsVSswxtmjdvHs6dO4dWrVrBy8tLVYmiRo0aqVAm4joXOXPmDHCKGzcuYsWKpbbZUREhS9rWi25J0rb9qVsXiBNHm1XauhV2g+tV/HH8D/+EbffI7kY3STipaFGiYVKVSWp77L9j8d8jqeiicDSIdcGPHgUSJNBiJqNHN7pVQjiG4cMBFgt680ZLLH361OgWiYjoWNStWxejR49Gv379kDdvXjXzsHHjRv+E7ps3b+IeM4yF1bCkM6PPGG1WvbrRrRGB8TihYUP7SuJWCdvrtBmKpnmboniq4kY3STi5apmroXqW6vjg90ESuXUTJgALFgBublpSatq0RrdICMfh7q4VOUiXThu5YylGhhMKuxbJ5ADf/iw3y+pQTOR2xXwLhj9xJJxrKA2RcvF26cwZIFcu7fiB4dTJkhnbnimHpqDthraIGzUuLrS9gMQxEhvbIOESrj27huxTs+Pdh3dYVGsR6uWqB5fFkOFKlbSqNuPHf0rcFkKEDsOgGG7PmYuuXYFRo4xukct5GYrj8AitCiXCj2sksFPBkFxJ2rZfXOeqeHHtGCKYtSJt4sHrB+i9vbfaHvr1UOlUCJtJFy8depfS3ntdNnfBS28XXYOIo6uMkeQXQqNGnxb+EkKEXu7cwNy5n9a6WLTI6BaJYEjHws7py39w4Etm0e2bnv/C18zIJO7uW7vjhfcLFEhWAC0LtDSuIcIldS3eFRnjZ8S91/cwYOcAuBwvLy1Z+8kToGBBYPp0SdYWIrzq1OFaBNo2F1s+dszoFokgSMfCjvn4fCphKknbjvG9FzcucOPGp9LAtrb35l7MOzkPkRBJJWy7RXYzpiHCZUV1j4rJVSar7YkHJ+L0g9NwGYws5kHPyZPaSqZM1mY9fiFE+A0eDFSpArx796nSmrA70rGwY/xN4ucmeXLgm2+Mbo34Eh4/MOrBqCRuJs22Wd9GbTfP3xyFUxS2fSOE4Axrxkqola0WfE2+6j3pAKl81sHY7yVLtKTT5cuBlCmNbpEQzoNJjAyDypSJlYKAH37QymYKuyIdCzumH5xyAIy/U8L+6TNL//wD3L1r+4TtUw9OIX60+BhWbphtH1yIQMZVGofoUaJjz809WHBqAZzepk2fQjUmTQJKljS6RUI4H4YFcGXumDGBnTuBbt2MbpEIRDoWduriRWDHDiByZKB5c6NbI0Iqe3bteII5m39oS0jYxL1X99B3R1+1PbzccCSInsB2Dy6EBanjpEbf0tp7suuWrnj+7jmcusoGS2EyuYpf2BK7KkTE/tD++eenks7z5hndImFGOhZ2iqs4E8MJU6c2ujUirEnc7GDYQrct3fDK55UKf2qWv5ltHlSIL+hcrDOyJMiCh14P0W9HPzil16+1xbueP9dKYk6eLMnaQkQ0fub69//0o3v4sNEtEh9Jx8IOMS9Jr6wmA1+O5/vvgfjxtfUsNm6M+MfbeX0nFp5eqCVsV52KyJHkYy3sg4ebB6ZUnaK2pxyeguP3jsOpcIaicWPg7Flt8Zq//wY8PY1ulRCuoV8/bdVgb28tmZsrCQvDyRGIHVqxQqtUyLw/zlgIxxI1qnasYYsk7ve+7/0Ttn8p+AsKJC8QsQ8oRCiVS18OdXPUhZ/JT71X+b/TGDpU+8L28ND+Z6UNIYRtMFacIVFZswJ37gC1a2vlNIWhpGNhh/SDUYbqStK2Y2r5cfmIdeu0mYuIMuHgBPz36D8kjJ4QQ76WZdmFfRpTcQxiRImBA7cPYO6Jj9Oxjo4VGjhiSlOmAEWLGt0iIVwPV4FmMjf/37cP6NjR6Ba5POlY2Jlz54Ddu7WOOKtBCcfEAZQyZbRIiYhK4r798rb/AmQjy49EvGjxIuaBhAinFLFTYMBXA/wXcHz69ikc2vnzQIMG2roVrVtLhQ0hjJQli1aGlrlN06Z9WllYGEI6FnaatM11K6QEumPT82NmzQI+fLD+/XfZ3AVe771QPFVxNM77MfZKCDvVoUgHZE+UHY/fPEbvbb3hsF680BJHX74ESpUCxo0zukVCiGrVtAX0qE0bYP9+o1vksqRjYUfevv1UNU2Sth1frVpAwoRa6Of69da9761Xt2Lp2aUqUZvJsZKwLexdFLco/oncvx/9HUfuHoHD4RQkZyouXNBGfpYt0/IrhBDG69VLy7Pgonn839aLSQlFjkbsCAuKPHumlZetVMno1ojwYnGYJk2sn8Tt/cEbbde3VdttCrVB3qR5rXfnQkSgr9J+hfq56sMEE1qvaw1fPxvVY7aWAQOAtWu1DzeTtZMkMbpFQggdQ6FYUjNnTuD+fW10jxWjhE1Jx8IOw6BatNBWrhfOk8S9YQNw44Z17nPcv+Nw4ckFJImRBIPKDrLOnQphI6MqjEJsz9g4fPcw/jhuw1Ukw4sdCT3UgiMFhQoZ3SIhRGBckZvJ3PHiAQcPajlQzIUSNiMdCzvBMuh792odip9/Nro1wloyZQK+/lr7XmOuRXjdfHETg3cP9j9Aixs1bvjvVAgbShYrGQZ9pXWIe27rqXIuHOILWq8h3aHDp20hhP3JkAFYvFirgjN7tpbQLWxGOhZ2Nlvx7bdSCt3Z6PkyrA7F0M/w6LSpE968f4NSqUuhQe4GVmmfELbWpnAb5E6SW1WH6rm1J+wa41OZrM0VtsuWBUaNMrpFQogvqVgRGDHi02AAy20Km5COhZ0kbc+fr21L0rbz4TFJ4sTAvXtaeHZYbby8ESvOrYBbJDeVBBuJ8aRCOCD3yO7+idyzjs/Cv7f/hV3y9QV++gm4fBlIkwZYsgSIEsXoVgkhQqJLF6BePa0sY506EbuolPAnHQs7sHQp8Pw5kDat1skWzoVFY5o2DV8S97sP7/wTttsXaY9cSXJZsYVC2F7J1CXROI8WUsQVue0ykbtPH2DjRiBaNGDlSiBRIqNbJIQIKQ6+MQY5b17g4UOgZk1tJFdEKOlY2AH9YJNJ2wwJFM6Hry1t3gxcuxb624/ePxpXnl1BspjJ/BcaE8LRjawwEnE84+DYvWOqBK3djfgMH/4pjjFfPqNbJIQIrejRtUGBBAmAo0eBX36RZO4IJoexBjt9GjhwAHB3l6RtZ88lq1BB+z4L7aKg155dw5A9Q9T22EpjVUUdIZxB4hiJMeRr7b3de3tvPPR6CLtw6tSnacZu3bRwCiGEY2I4CAcKWB2HcecTJxrdIqcmHQs7ma347jsgaVKjWyMikp4/wyIVoUni7ripowqFKpu2LOrmqBth7RPCCL8U/AX5kubD83fP0X1rd6ObAzx5oiVGvXmjxaYOG2Z0i4QQ4cXyjGPGfMq92L7d6BY5LelYGMjLC/jzT21bkradX/XqWufxwQNg9eqQ3WbtxbVYc2GNf7KrJGwLZ+MW2Q1Tq01V23NPzMW+m/uMawyTPH/8UYtXTJ8e+OsvWVRICGfRvj3QqJFWlOGHH4Dr141ukVOSjoWBWGDk5Uvt96tcOaNbIyIai8no4W4hSeJ++/4t2m9or7Y7F+2MbImyRXALhTBG0ZRF0SxfM7Xden1rfPD7YExDevQAtm4FYsTQFtmKH9+YdgghrI8Dc9OnAwULBpyZFFYlHQsD6QeXXJ1ZkrZdJ4mb3208dmEFy+CM2DcC155fQ8rYKdG3TF9bNVEIQwwvPxzxosbDqQenMPWwNoNhUwsXfgqVmDcPyCWV14RwOqzwtmKFVgP+5EmgWTNJ5rYyOZw1yIkTwKFD2ii2niMoXCOHrFIlbTu4JO4rT69g+F6tIs24SuMQ0yOmjVoohDESRk+IYeW0fIa+O/ri3qt7tnvwY8eA5s217d69gdq1bffYQgjbSpUK+PtvrWoOV+iWRS+tSjoWBs9WsKwyO87Cdej5NHPmAD4+n//dZDKh/cb28Pb1RsUMFVE7mxzkCNfQPH9zFEpeCC+9X+LXrb/a5kFZ354hEe/eAdWqAQMH2uZxhRDGKVUKmDBB2+7ZE9i0yegWOQ3pWBjg9Wtt1p0kadv1fPMNkDw58OiRVl47sNUXVmP9pfXwcPPApCqTJGFbuFwidyREwoJTC7Dr+q6IfUCWZ2MSJ1fkzZQJWLBAkrWFcBWtWmmhUH5+WtGGL8UnixCRjoUBWGjk1Svtd6xsWaNbI2yNs6/8LrOUxP3m/Rt02NhBbXcr3g2ZE2Q2oIVCGKdg8oL4X4H/+a/I/d43FLWZQ4tlJ3ftAmLF0kq1xY0bcY8lhLAvHLSbMgUoWhR4/lybueTIrwgX6VgYnLQtg9GuieHcTNjfsQO4ePHT5UN2D8HNFzeROk5q9CrVy8gmCmGYIeWGIEG0BDj76CwmHoygxawYizhpkrbNut/ZpOqaEC7H0xNYvlyrBX/2LNC4sSRzh5N0LGyMK8rz5OEBNGlidGuEUVKnBqpU0bZnzND+v/jkIkbt15LIJlSegOhRohvYQiGMEz9afIwoP0JtD9g1AHde3rHuAxw8CPzyi7Y9YIC2QqkQwjUxNpmVolhNh/8PHWp0i1yvYzFlyhSkTZsWUaNGRZEiRXCI5Y2CMHPmTJQqVQrx4sVTp/Llywd7fVeZrWDRkYQJjW6NMJKeXzN3LvD2rQlt17fFe7/3qJqpKr7LIgc6wrU1zddUrW/x2uc1umzuYr07vn8fqFVLq5zADkVfKeUshMsrVgyY+rHMNb8T1q0zukWu07FYsmQJOnfujP79++PYsWPIkycPKlWqhIesrGHBzp07Ua9ePezYsQMHDhxAqlSpULFiRdy5Y+URKAfAxfAWLdK2JWlbcMYiZUptnZ6efy7Hlqtb4OnmiYmVJ0rCtnB5kSNFxtSqU9X/S84uwbar28J/p+xMcFTn7l0t9Gn+fFlESAjxKUaZCd0MhfrpJ+DCBaNb5JBC/Y06duxYtGjRAk2bNkX27Nkxffp0RI8eHbNnz7Z4/YULF6J169bImzcvsmbNilmzZsHPzw/btlnhR8LBsFPh5QVkzQqULm10a4Q9JHGr0vkerzHtWkd1WY+SPZAhfgajmyaEXciXLB9aF2yttttuaAsfXwv1mUOjfXtg/34gThxtZe3Ysa3TUCGEcxg/HihZUhsJZjI3/xcR17Hw8fHB0aNHVTiT/x1EjqzOczYiJN68eYP3798jfvz4QV7H29sbL1++DHBydOwAS9K2CExVhyozGD5R7yBljHToXqK70U0Swq4M/nowEsdIjPOPz2PsgbFhvyN+AfPEL1+O8mSWimtCiECYAMvF81KkAM6fBxo00MrRiojpWDx+/Bi+vr5IkiRJgMt5/j7jVkOge/fuSJ48eYDOSWDDhg1DnDhx/E8Mn3J0hw9rq22zAAGLDghBLz3/Q6Ti2sFSgYcTES1KNKObJIRdiRs1LkZV0IoaDN49WFVNC7V9+4B27bTtIUOAqlWt3EohhNPgMS4XmeIB2z//AIMGGd0ih2LT4NLhw4dj8eLFWLlypUr8DkrPnj3x4sUL/9MtLl7k4PTZijp1gGAma4QL4QrbTNg2RfoAnK+OPX98oxb/FUIE1DB3Q5RMXVKt89J5U+fQ3Zj5fN9/ry2Gx/979IioZgohnEWhQp9KNg4cqIVOCut3LBImTAg3Nzc8ePAgwOU8n5Q1gIMxevRo1bHYvHkzcufOHex1PT09ETt27AAnR/biBbB4sbYtSdtCt/jMYuy4vgNR3aMi+anxePpUm4EVQgTEYgZTqk6BWyQ3LD+3HJsubwrZDdlTZwUozqjnyqWtXSFxqEKIkGjUCOigLViLhg2B//4zukXO17Hw8PBAgQIFAiRe64nYxViqKwgjR47E4MGDsXHjRhQsWBCuZsEC5pYA2bMDJUoY3RphD156v/QvodmrZC+0qpfO4krcQghN7iS50a5wO/9Ebu8P3l9ObGvTBmB583jxtBHHmDFt01ghhHMYNQooW1ZbkZvlqblCt7BuKBRLzXJtinnz5uHcuXNo1aoVvLy8VJUoatSokQpl0o0YMQJ9+/ZVVaO49gVzMXh67SLLppsnbXO2QgbLBA3YOQD3Xt9DxvgZ0a1EN/z8M+DmBuzdqy3+KYT43MCyA5E0ZlJcfnoZo/ePDv7KrEnPaoUsJ7tkCZA+va2aKYRwFlw0j98fadIAly9rZWh9fY1ulXN1LOrWravCmvr166dKyJ44cULNROgJ3Tdv3sS9e/f8rz9t2jRVTer7779HsmTJ/E+8D1fw77/A6dMAU0o4kybE6QenMfHgRLU9qcokLRQqOfDtt9rf9bBOIURAsT1jY0zFMWp7yJ4huP78uuUr7toFdNRKOGPkSKBCBRu2UgjhVBIl0pK5o0UDNmyQRTW/IJKJGaR2juVmWR2KidyOlm/RpAkwb55WCYorLAvXxo9bmbllsOfmHtTKVgvLf1ju/7eNG7VF8+LG1dbv4neYEOLzz9DX87/Gzus71Qr1q34MlFR58ybAkNtHj7TRRcaiylSxECK8WKa6fn1tm7MYP/wAV/EyFMfhsuRoBHr2THvvkSRtC1pwaoHqVESPEh3jKo0L8LeKFYG0abUQzqVLDWuiEHafyD25ymS4R3bH6gurse7iuk9/fPsWqFlT61TkywfMnCmdCiGEdXCgomtXbZvh/ydPGt0iuyQdiwj0559aURIWIyla1OjWCKM9f/ccXbdoX0p9S/dF6jipA/ydoeAtWmjbksQtRNByJM6BjkW0UKf2G9vj7fu3WkIbVx89dowlDLXQhejRjW6qEMKZDBumhVayIg8HMZ48MbpFdkc6FhGEv3F6rLwkbQvqt6MfHno9RJYEWdC5mOVa/EzidncHuJA9c3OEEJb1K9MPKWKlwNVnVzFy30hg/Hgt7IlVEJYt05IthRDCmvgDzfUDWAzi2jXgxx+BDx+MbpVdkY5FBNm/X6vuwzh5PSRPuK4T909gyuEpapv1+D3cPCxej8vBsKIdyayFEEGL5RkLYytpq9YfnDcEJj1EYdw44KuvjG2cEMJ5cZVjlq/mjOjWrbLoZiDSsYgg+kEhO7NMxhWuy8/khzbr26j/6+aoi3LpywV7fT0fh6F0Xl62aaMQjqhO9jpoEKsE/lzyHpH8/GBitYy2bY1ulhDC2THGnZV5aMwYYOFCo1tkN6RjEQG4grKefCtJ22LeiXnYf2s/YnrE9C+VGZxy5YAMGViFQZK4hQhOpDdvMHP2YyR4CxxKDqztWFXiToUQtvH990CvXtp28+ZafpeQjkVEmD8f8PYG8uQBChc2ujXCSM/ePsOvW39V2wPKDECK2Cm+eBtJ4hYihIlsP/+MqGcv4HXc6KhVF2i3oxvevH9jdMuEEK5i0CCgalWtUo9ekc7FScfCymSlbWGu9/beePzmMXIkyoH2RdqH+HasZMcFPw8elIp2QljEhe84pefuDrcVq+CWOjVuvLiBoXuGGt0yIYSrYLEIhkFlyqStofPDD8D793Bl0rGwsj17gPPngRgxJGnb1R29exTTj0xX25OrTkYUtyghvm3ixNrgB8mshRCBcDXJnj217UmTEK1sBYyvNF6dHbV/FC4+uWhs+4QQroOJtKtXA7FiATt3Al26wJVJx8LK9IPAevUAB1skXFgRE7Vbr28NE0yon6s+vkob+io1en4OK2i+fm39NgrhkC5d0r5gOT3MmMGPH5QaWWugcsbK8PH1QbsN7dQK3UIIYRPZsmkVV2jSJGDuXLgq6VhY0ePHwN9/a9uStO3a/jj2Bw7dOYTYnrExqsKoMN1H2bLa7OqrV1rZbCFcHj8MNWpoy9MXK6b9gH+MN+WK3BMrT1SlnDdf2YwV51YY3VohhCthrfgBA7TtX34BDh2CK5KOhRWx8piPD5A/P1CwoNGtEUZhTkWPbVpd60FfDUKyWMnCdD88XuJCwiThUMLl+fkBjRoB//0HJEsGLF8OeHoGuEqmBJnQvUR3td1xU0e89pGpPiGEDfXtq3UwWMGnVi3g/n24GulYRNBK28J19drWC0/fPkXuJLnRpnCbcN0Xy/J7eABHjkglO+HifvtNW5SKH4gVK7TOhQU9SvZA2rhpcfvlbfy2+zebN1MI4cIiR9ZKgzI06s4drSQtR5xdiHQsrIT5OhcvAjFjauG/wjUdvH0Qs47N8l9h2z2ye7juL2FCoHZtbVtmLYTL+ucfoH9/bXvaNKBo0SCvGj1KdBUSRWMOjMG5R+ds1UohhIBKsOUgSJw4wL59QIcOcCXSsbAS/aCPlaBYGEC4Hl8/X/+E7cZ5GqNk6pJWuV99BmzRIi3EXAiXwjJ7eom91q3V2hVf8m2Wb/FN5m/wwe8D2m5oK4ncQgjbypxZ+9FmTPP06Z9CWlyAdCys4OFDbWaeJAzKdf1+9Hccu3cMcTzjYET5EVa739KlgaxZtcpQ/J4SwmW8eKHFK7NHzQ/CeK2kbEhw1iKqe1Rsv7YdS84uidBmCiHEZ6pWBYYM0bbbtgX274crkI6FFbCqGNdDKVQIyJfP6NYIIzz0eqgWw6MhXw9BkphJrHbfgZO4ZfBVuEyyNmcqGGOaMiWwbJm2amQIpYuXDj1LamtddN7UGa+8ZbpPCGFjPXpoeRY8SGRcM/MunJx0LKzw2zdzprYtsxWuq/vW7nj+7jnyJc2HXwr+YvX7b9xYK4Bz/LiWyC2E02NOxbp1QNSoWrwyV40MpV9L/IoM8TLg3ut7GLDzYxlIIYSwlUiRgDlzgFy5tApRrBT17h2cmXQswmnHDuDyZS2vom5do1sjjLDv5j7MPaEthjO12lS4RXaz+mPEjw/UqaNtSxK3cHqMLWUVKGJscoECYbobhkJNqjJJbU84OAFnHp6xZiuFEOLLYsbUBkfixdPWtmjTxqlDD6RjEU76QV6DBtp7R7gWJocyYZt+zvsziqYMulpNeOkzYn/9pYWeC+GUzpzR1qugjh2Bhg3DdXdVMlVBzaw14WvyRZv1bSSRWwhhe+nTayvdshzt7NnA1KlwVtKxCIcHD4CVK7VtCYNyTVMPT8WpB6cQL2o8DC8/PEIfq0QJIHt24M0bYOHCCH0oIYzx7Jm2sraXF/D118CosK1aH9i4SuMQzT0adt/YjYWn5cMjhDBAxYrAiBGfBk127YIzko5FODBs7sMHoEgRIE8eo1sjbO3eq3vou6Ov2h5WbhgSxUgUoY9nnsTN6nUy8Cqciq+vtgjQlStAmjTAkiWAe/jWgdGliZsGfUtrn9Wum7vixTuZ8hNCGKBLF+17jgePjG++eRPORjoWYSRJ2+LXrb/ipfdLFExeEM3zN7fJYzJCJHp04PRpLWRTCKfRuzewaRMQLZr25ubqkFbUuVhnZE6QGQ+8HqDfjn5WvW8hhAjxCOGsWUDevMCjR1oy99u3cCbSsQijrVuBq1e1hRUladv17Lq+CwtOLUAkRMLUqhGTsG0Jc786ddK2e/XSBj2EcHicndBDBBh/zB9dK/N098TkKpPV9uTDk3Hy/kmrP4YQQnwRRwf1wZOjR7VQBCcKQZCORTiTtplXyPeIcB3vfd+rJFBqWaAlCqUoZNPH79YNSJBAW5B43jybPrQQ1nfyJNC0qbb966/Ajz9G2ENVyFABdbLXgZ/JTxVd4P9CCGFzadIAS5cCbm7AggXAhAlwFtKxCIN794DVq7VtCYNyPRMPTsTZR2eRMHpCDC031OaPz1kyRo3opf6dbBZVuJLHj7Vkbb6Jmdg4NOI/T2MrjUWMKDGw/9Z+zD85P8IfTwghLCpbFhg7Vtvu2hXYtg3OQDoWYcCZeuYZFi8O5MxpdGuELd15eQcDdmkLbY0oPwLxo8U3pB2tWgGpU2uLeE7SyvQL4VgYx8c40uvXgQwZtDrKHL2LYCljp8SAr7TP8K9bflVFGIQQwhDt2mkr4PKgkt+H167B0UnHIpT42kvStuvquqUrXvu8RrGUxdAkbxPD2sHFiAcN0raHDdOqdArhUBj2tH07ECOGFm/MVSBtpEORDsiZOCcevXmEaouq4ZX3K5s9thBCBEjmZpnHQoWAJ0+AmjW1ctsOTDoWobR5M3DjhpZEq6+ELFzDtqvbsPjMYkSOFBlTqk5R/xuJizJyxuz5c2B4xC6hIYR1/fknMG6ctj1/vs2nfqO4RcGququQKHoiHL9/HD/8/YPKnRJCCENGClesABIn1nLOmjVz6GRu6ViEMWmbZT9ZFVG4hkN3DqHpai3BtHXB1siXLJ/RTVJRI5ytoIkTgdu3jW6RECFw+PCnBVn69NHKLRogQ/wMWPvTWrVw3sbLG9F6XWtZlVsIYYyUKYHly7W1e1glz0qLgzpMx2LKlClImzYtokaNiiJFiuDQoUPBXn/ZsmXImjWrun6uXLmwfv16OCLGs69dq21LGJRrYNWYEXtHoMTsErj18hYyxMuAwV8Phr2oVg0oWRJ49w4YoIWNC2GfvL21+L1SpbQ37DffAAMHGtqkwikKY/H32izkrOOzMGTPEEPbI4RwYSVLfkqa7NED2LgRLtGxWLJkCTp37oz+/fvj2LFjyJMnDypVqoSHDx9avP7+/ftRr149NGvWDMePH0eNGjXU6cyZM3A0f/yh5VjwdzFbNqNbIyLa3Vd3UfHPiuixrQc++H1A3Rx1caTlEcSNGhf2FJ6pl//nSvDnzhndIiEs2LkTyJNHK2PGDkalSlqJxcjGT5pXz1Idk6poP+Z9d/SVSlFCCOP8739AixZaKBRX6L58GY4mkimUc7+coShUqBAmT9YWGvLz80OqVKnQrl079GAPK5C6devCy8sLa/WhfgBFixZF3rx5MZ0JKyHw8uVLxIkTBy9evEDs2LFhBHYo0qUDbt3Sfg/r1zekGcJG1l5cq0KfHr95jOhRoqsDj6Z5myISj+TtECt2sgQy874YqimEXeDKsiyjyDwKSpIEGD9eq35iZ5+l7lu6Y+T+kXCP7I6N9TeiXPpyRjdJCOGKvL21UrQHDgA5cmj/x4plaJNCcxzuHpo79vHxwdGjR9GzZ0//yyJHjozy5cvjAJ+4BbycMxzmOMOxilVAHMiyqdsQ1+sZUqUB8iQELu4wukUiIrCfver8Kiw8vQjJWGY6YRaM+GoE0rmlA06fhr0a0xi4vga4vBLYMkZbe0cII0U/fRBJJ/SA+4unMEWKhCd1fsH9dkPhFzsuYIcfpXqJh+FUypvYeHsxavxVC6MKL0PCqEmNbpYQwgVF7TYY5VrUQ7SzZ3GnWg08m7MAOTPwqMT+hapj8fjxY/j6+iIJR53M8Px5LgNswf379y1en5cHxdvbW53Me0pGSzOiFk49fQk8BVDZ6NaIiNT940lzAfitBuxdBgAn9DNdjW2LEOZOIA/+Z/odh5YWAZbCjkUG3OYCDe/iddrdaLW/ktENEkK4sCI1gF1zgRR7tmNzy4bIuW0rnK5jYSvDhg3DQIOT+gKHQb2MGh33o7+2h5BgEcGYyBnTMyaiunnCkfj6aetZ+PkZ3RIhgLeRomNutNaYEb0jfCO5I+Dwkr3yhN+2VXhRvgE+JDpqdGOEEC7scAKgTYW3mLT1JZ4lcpzZ01B1LBImTAg3Nzc8ePAgwOU8nzSp5SfNy0NzfWKolXn4FGcsmMdhZFnPSpfv4elTm67hJESocM3ihEY3Qggz/T+eHEs8AOuMboQQQmhu3UJnA4+BQytU4+8eHh4oUKAAtm3b5n8Zk7d5vlixYhZvw8vNr09btmwJ8vrk6empkkPMT/ZAOhVCCCGEEMJmUjlOpyJMoVCcSWjcuDEKFiyIwoULY/z48arqU9Om2uJhjRo1QooUKVQ4E3Xo0AFlypTBmDFjUK1aNSxevBhHjhzBjBkzrP9shBBCCCGEEI7RsWD52EePHqFfv34qAZtlYzdu3OifoH3z5k1VKUpXvHhxLFq0CH369EGvXr2QKVMmVREqZ86c1n0mQgghhBBCCMdZx8II9rCOhRBCCCGEEK7mZSiOw6XGkRBCCCGEECLcpGMhhBBCCCGECDfpWAghhBBCCCGcc4G8wPQ0EHtYgVsIIYQQQghX8fLj8XdI0rIdomPx6tUr9b+Ri+QJIYQQQgjhql69eqWSuB2+KhQX4bt79y5ixYqFSJEiGdIGffXvW7duSWUqK5D9aV2yP61L9qd1yf60Ltmf1iX707pkfzrfvmRXgZ2K5MmTB1hSwmFnLPgkUqZMCXtgTyuBOwPZn9Yl+9O6ZH9al+xP65L9aV2yP61L9qdz7csvzVToJHlbCCGEEEIIEW7SsRBCCCGEEEKEm3QsQsjT0xP9+/dX/4vwk/1pXbI/rUv2p3XJ/rQu2Z/WJfvTumR/uva+dIjkbSGEEEIIIYR9kxkLIYQQQgghRLhJx0IIIYQQQggRbtKxEEIIIYQQQoSbdCyEEEIIIYQQ4SYdixCaMmUK0qZNi6hRo6JIkSI4dOiQ0U2yO8OGDUOhQoXUCumJEydGjRo1cOHChQDXeffuHdq0aYMECRIgZsyYqF27Nh48eBDgOjdv3kS1atUQPXp0dT/dunXDhw8f4OqGDx+uVp7v2LGj/2WyP0Pnzp07aNCggdpf0aJFQ65cuXDkyBH/v7OWRb9+/ZAsWTL19/Lly+PSpUsB7uPp06eoX7++Wqwobty4aNasGV6/fg1X4+vri759+yJdunRqX2XIkAGDBw9W+1An+zNou3fvxrfffqtWsuXnetWqVQH+bq19d+rUKZQqVUr9dnEF35EjR8LV9uf79+/RvXt39XmPESOGuk6jRo1w9+7dAPch+zPk709zv/zyi7rO+PHjA1wu+zPk+/LcuXOoXr26WoSO71EeS/G32yF/61kVSgRv8eLFJg8PD9Ps2bNNZ8+eNbVo0cIUN25c04MHD4xuml2pVKmSac6cOaYzZ86YTpw4YapataopderUptevX/tf55dffjGlSpXKtG3bNtORI0dMRYsWNRUvXtz/7x8+fDDlzJnTVL58edPx48dN69evNyVMmNDUs2dPkys7dOiQKW3atKbcuXObOnTo4H+57M+Qe/r0qSlNmjSmJk2amA4ePGi6evWqadOmTabLly/7X2f48OGmOHHimFatWmU6efKkqXr16qZ06dKZ3r5963+dypUrm/LkyWP6999/TXv27DFlzJjRVK9ePZOrGTJkiClBggSmtWvXmq5du2ZatmyZKWbMmKYJEyb4X0f2Z9D4Wezdu7dpxYoV7ImZVq5cGeDv1th3L168MCVJksRUv3599b38119/maJFi2b6/fffTa60P58/f66+A5csWWI6f/686cCBA6bChQubChQoEOA+ZH+G/P2p49+5z5InT24aN25cgL/J/gzZvuRvUPz48U3dunUzHTt2TJ1fvXp1gGNMR/qtl45FCPALqE2bNv7nfX191Ydo2LBhhrbL3j18+FB9iHbt2uX/5R4lShR1AKI7d+6cug6/6IkfhsiRI5vu37/vf51p06aZYseObfL29ja5olevXpkyZcpk2rJli6lMmTL+HQvZn6HTvXt3U8mSJYP8u5+fnylp0qSmUaNG+V/Gfezp6al+8Oi///5T+/fw4cP+19mwYYMpUqRIpjt37phcSbVq1Uw///xzgMtq1aqlDhJI9mfIBT7YsNa+mzp1qilevHgBPuv8HGTJksXkzII7EDYfrOH1bty4oc7L/gz9/rx9+7YpRYoUqlPAQRvzjoXsz5Dvy7p165oaNGgQxC0c77deQqG+wMfHB0ePHlXT0LrIkSOr8wcOHDC0bfbuxYsX6v/48eOr/7kfOSVtvi+zZs2K1KlT++9L/s/p6iRJkvhfp1KlSnj58iXOnj0LV8TpT05vmu83kv0ZOmvWrEHBggVRp04dNU2cL18+zJw50//v165dw/379wPsT05LM/TRfH9ySp/3o+P1+Z1w8OBBuJLixYtj27ZtuHjxojp/8uRJ7N27F1WqVFHnZX+GnbX2Ha9TunRpeHh4BPj8M0T12bNncPXfJ4alcB+S7M/Q8fPzQ8OGDVW4TY4cOT77u+zPkO/HdevWIXPmzOq587eJn3PzcClH+62XjsUXPH78WMUSm79YxPP84hdBf1iYC1CiRAnkzJlTXcb9xS8Q/Yvc0r7k/5b2tf43V7N48WIcO3ZM5a8EJvszdK5evYpp06YhU6ZM2LRpE1q1aoX27dtj3rx5AfZHcJ91/s8vfnPu7u6q8+xq+7NHjx748ccf1Q9clChRVEeNn3nGVJPsz7Cz1r6Tz79ljFdnzkW9evVU/D/J/gydESNGqP3D71BLZH+GzMOHD1XeCXMoK1eujM2bN6NmzZqoVasWdu3a5ZC/9e42fTThUqPsZ86cUSOYImxu3bqFDh06YMuWLSqxTYS/s8vRs6FDh6rzPBDme3T69Olo3Lix0c1zOEuXLsXChQuxaNEiNWJ54sQJ1bFggqLsT2GvOPL7ww8/qOR4DjSI0OMI+oQJE9SgF2d9RPh+l+i7775Dp06d1HbevHmxf/9+9dtUpkwZOBqZsfiChAkTws3N7bPse55PmjSpYe2yZ23btsXatWuxY8cOpEyZ0v9y7i+Glj1//jzIfcn/Le1r/W+u9uXN0Yz8+fOrkR6eOIIxceJEtc3RCNmfIcfqOtmzZw9wWbZs2fwrb+j7I7jPOv/na2KOVTdY/cTV9idDIPRZC07BMyyCP4z67Jrsz7Cz1r6Tz7/lTsWNGzfUgI0+W0GyP0Nuz549al8xFEf/beI+7dKli6qeSbI/Q36Myf33pd8mR/qtl47FF3D6qUCBAiqW2LyHyfPFihUztG32hiNA7FSsXLkS27dvV2UozXE/MmTCfF8ylpIfHn1f8v/Tp08H+ELSfwACf/CcXbly5dS+4EiwfuKIO0NN9G3ZnyHHsLzA5Y+ZH5AmTRq1zfcrv4DN9yfjUxkPbL4/+eXOTp+O73V+JzAu1pW8efNGxUub4yCMPgIn+zPsrLXveB2WuuQBtfnnP0uWLIgXLx5csVPBkr1bt25VZTvNyf4MOQ4isEys+W8TZyo52MAwU5L9GfJjTJaWDe63yeGOnWyaKu7A5WZZjWPu3Lmq0kHLli1VuVnz7HthMrVq1UqVR9y5c6fp3r17/qc3b94EKJnGErTbt29XJdOKFSumToFLplWsWFGVrN24caMpUaJELlke1RLzqlAk+zPkWAXG3d1dlUm9dOmSaeHChabo0aObFixYEKDEJz/bLPV36tQp03fffWexxGe+fPlUydq9e/eqil2uUB41sMaNG6uKMHq5WZZSZHnDX3/91f86sj+Dr/bGspA88ad47NixaluvUmSNfcdqMizn2bBhQ1W5h79lfM87WznPL+1PHx8fVa43ZcqU6nvQ/PfJvGKO7M+Qvz8DC1wVimR/hmxf8ruTVZ9mzJihfpsmTZpkcnNzUyV6HfG3XjoWIcQXmi8q17Ng+VnWZRYB8QNj6cS1LXT8UWzdurUqMccvkJo1a6ovd3PXr183ValSRdWz5oFKly5dTO/fvzfgGdl/x0L2Z+j8888/6suXAwVZs2ZVX+TmWOazb9++6seO1ylXrpzpwoULAa7z5MkT9ePINRtYyq9p06bqh8PVvHz5Ur0X+b0YNWpUU/r06VWtdvMDNdmfQduxY4fF70t22Ky577gGBsss8z7YEWSHxdX2Jzu+Qf0+8XY62Z8hf3+GpGMh+zPk+/KPP/5Q63zwu5Rrf3D9GnOO9Fsfif/Ydo5ECCGEEEII4Wwkx0IIIYQQQggRbtKxEEIIIYQQQoSbdCyEEEIIIYQQ4SYdCyGEEEIIIUS4ScdCCCGEEEIIEW7SsRBCCCGEEEKEm3QshBBCCCGEEOEmHQshhBBCCCFEuEnHQgghhBBCCBFu0rEQQgghhBBChJt0LIQQQgghhBDhJh0LIYQQQgghRLhJx0IIIYQQQggRbtKxEEIIIYQQQoSbdCyEEEIIIYQQ4SYdCyGEEEIIIUS4ScdCCCGEEEIIEW7SsRBCCCGEVUSKFAlt27Y1uhlCCINIx0IIF9CkSRPEjBnT6GYIIRzU6dOn8f333yNNmjSIGjUqUqRIgQoVKmDSpElGN00IYUfcjW6AECJiPHnyBAsXLsSePXuwe/duvH37FpUrV0a+fPnwww8/qP+FEOJL9u/fj7JlyyJ16tRo0aIFkiZNilu3buHff//FhAkT0K5dO6ObKISwE9KxEMIJLV68WB0AvH79GmnTpkWUKFFUiAI7G2PGjMHw4cPRuHFjzJgxAx4eHkY3Vwhhx4YMGYI4ceLg8OHDiBs3boC/PXz40Obt8fLyQowYMWz+uEKIL5NQKCGczL59+9CgQQM1qsjta9euoXz58ip8gQcGd+/eRb169TBv3jx06tRJ3cZkMqkOyHfffffZ/b17904dVPzvf/9T53fu3Kk6KX///fdn12W4FcOudHPnzlXXvX79uv9lZ8+eRbx48fDNN9/gw4cPAa535MiRAPf3+PFjdfmAAQMCXG7pslGjRqnLv/rqK//L9Lbyf3PVqlWzeB+B6bcP6mTpuXJ2iPsqQYIEiB07Nho1aoRnz54FuF/ua/Pb0rJly9Tt+Tcd9xsvGz169Gdty5kzZ4Dn6uPjg379+qFAgQLq9eKBV6lSpbBjxw6Lz01vb+CT+eObC2ofmL+2tGDBAtWGaNGiIX78+Pjxxx/V6LZ5O8uUKYP06dPj0aNH/pfzteD9mePzdnd3x/r16/0v43Pmcw+M17XUnqlTpyJHjhzw9PRE8uTJ0aZNGzx//vyz2x88eBBVq1ZV703uu9y5c6vReOJrFdz7wPxxQ/raBkd/3UOyv/V9Yum6fI3NTZs2Te276NGjB7iepc+yuStXrqh9GLhTQYkTJ7Z4m1WrVqnH4n7nbTdu3Bjg7zdu3EDr1q2RJUsW9V7h56VOnTqfPT/9fbpr1y51fT5eypQp/f++YcMG9T7naxYrViz12eZ3jLn79++jadOm6nZsT7JkydR3naV9KYQIH5mxEMLJcDbCz89PzVrwAC+whAkTYv78+fjvv//w+++/o3///urHmp2RkSNH4unTp+qAUPfPP//g5cuX6u/hxQNMhmNlzZoVS5cuVQeN1sADxWHDhoXoujzwNz9QDYn27dujUKFCAS5r3ry5xesycZUHYDxQvnDhgjqY40GU3kmxhB2s3r17Izz4Gs2aNUt1Gjlb9erVK/zxxx+oVKkSDh06hLx581q83aBBg5AuXTq1zdmswJ0gczVr1kStWrXUNkPsOOMVeGS7b9++KtSO+4cdB8bgly5dGsePH1f7hTNkK1asQNGiRdX9bdu2TR3sBbZ69Wp0794d48ePVwf8YcHXYODAgapj3apVK//Xgx1sdro5k0dbtmxRHV0ecHbo0EF1ys+dO4e1a9eq8+wo8j50DRs2DLAvKFGiRFZ/bfla6s+d79m//voryOvyM6U/Djvk+qCBbsmSJerAnJ0Qhi7xQJzPcejQoV9sB/MqDhw4gDNnzljs1AW2d+9e9Rrz8XiwP3HiRNSuXRs3b95UHQjia8AQK3Y8ecDPg3y+Nmwfv5vY+THH++I+ZueZMxb0559/qplXvsdHjBiBN2/eqPsoWbKker/pHTk+NjsbfN68jLMsfM3ZnpB29oQQIWQSQjiV+PHjm9KkSRPgssaNG5tixIgR4LK+ffua+BXwzz//qPMXLlxQ56dNmxbgetWrVzelTZvW5Ofnp87v2LFDXW/ZsmWfPTYfg4+lmzNnjrrutWvXTE+fPjVlz57dlCVLFtPjx48D3E6/3uHDhwNc/ujRI3V5//79A1we+LJff/3VlDhxYlOBAgVMZcqU8b9cbyv/1xUpUsRUpUoVi/cbWFieK9vg4+Pjf/nIkSPV5atXr/a/jK+P+W2nTp1q8vT0NJUtWzbAa8f9xtuOGjXqs8fPkSNHgOf64cMHk7e3d4DrPHv2zJQkSRLTzz///NntZ8yYoe77yJEj/pdVq1bts/cOvX//Xl134MCBnz1ftpGuX79ucnNzMw0ZMiTAbU+fPm1yd3f/7HK+3+LFi2dq0KCBOs/XQv9JOn78uNq/bdq0+awtfM587oFxH5m35+HDhyYPDw9TxYoVTb6+vv7Xmzx5srre7Nmz/fdbunTp1PPm/jKnv+cDC+69E9LXNjgXL15UjzF69Oggn5+5EiVKqPsP/L7ha6SrV6+eKW7cuKa3b9+G6P1tbvPmzeq15alYsWLq87Zp06YA73Md74/7/fLly/6XnTx5Ul0+adIk/8vevHnz2W0PHDigrjd//vzP3mclS5ZUr5Xu1atX6vm0aNEiwH3cv3/fFCdOHP/L+ZoG9RkSQlifhEIJ4WQ4Uh1UeIK5JEmS+I90U+bMmVGkSBGV8K3j7AVDDerXr//ZaDsfhyOj5qegMJyqevXqagSbIRH6qKU13LlzR42Kc6T8S5WvOIrKkVLO6kSUli1b+o+EE0fKA4fzmOMoK2cNONPB5NigrhN4X/v6+ga4jpubm3++DGes+NpxtLxgwYI4duyYxdeEGCL3JQxfIkszC+b7lo/L2QrzdnL0P1OmTJ+FZPH9tnz5cvV+++233/wvv3fvHr799lsUK1bMPxQpMD73wPuD+8jc1q1bVbs7duyIyJE//dRxNochauvWrVPnObLNcEFeL3CoT1AzTCEVktfWktC8NsTnGdxro39eOQsQ0vs0x+pPnLHgZ/jkyZNqZpOzBKwMtWbNms+uz9mdDBky+J9nWBn3+dWrV/0vY/iT7v379yr/K2PGjOo1sPR+5evG97iOMw6cqeSsjvn7gNfh95j+fuPj8HPBGcPgZuOEENYhHQshnAzjyBkT/SWXL19W//PgQMd8AIaIMHRHjw3njz5DPwL7+eefVWiC+UkPUQiM8c0Mj+DBjZ5XYS0M5eJz1nNAgsKD0V69eqlOEg90IgoPos2xs8MQm6DiuceOHasOJNm24J5j4H19/vz5z67HvBk+Nx48svPG6/EA+sWLF59dV+8IMh/jS/SchOA6bpcuXVK5Onz+gdvKkBtLSb7saPI2DG/RD/QZ+3779u1gk4L53AM/BveROf09zBh+czzIZH6H/nf9sxKSEJ/QCslra0loXhv99flSp5odNeZXMTyMIUB8DEvvi6AwFJCdRx6cM7SuZ8+e6vPMErQMXTJnqRPF3BXzA3tWqePrnipVKtUpYogmX0c+F0vt0sP1zN9v9PXXX3/2Xti8ebP/+4f3zTApDpBwMIVheewYMe9CCGF9kmMhhJNhrPiUKVNUfH2zZs0sXufBgwfqIJQ/wox11zHembHZHEXmwRATcTniHfjgjHhQwKRJcxxptoQjkIyZ58gtR/S3b98Oa+ABK5M72U7zWQJLuD94cL9p0ybYCx7cMemcB2nmeS2BcZ8xsTXwCK457gMmDdeoUQPdunVTs1YcvWXuiaWOJvcF9xk7ZV+iH4Rx9iEonK3gCD8P4MxHlnWBD3xZsaxz585qxJkdLx6E6+3ie4Vx8ZyJ4kxCYIyLnzlzZoDL2AkOnPPhCK+tJeaJ4CHB14czCMHh55o5JoMHD1Z5J2HFjhk7GTxx1omDBtz35h07S68/aZFSGuY7zJkzR72+7PSwE8X3D7+D+F4KzHyGg/TrMM/C0vvSPH+Lj8HvJiaU8/PP2U1+Lvg9JGW3hbAu6VgI4WT69OmjfkAZgsOR3Z9++sk/bIYjlUyWZaeAo4eLFi0KEELBAyBWVWHHgiP7nL1g8qwluXLlCpDQGtwBBZOKGUbBv7PjE1ynJzR40Mak5Lp1634xJIUHU0wAZSJqROJIKmv+mx9AM7zHUgIyQ4CY3MoE4eBwFiDwvg5cbpOVfTgSz1Fl8xCewCP5Olbgyp8/f4AwoaDoI9LZsmUL8joMfeGBI0eWecD5JWwXR7yZMM6RZCbX8qCP793ixYurfcLr8LVlxyPwcw+8P06cOBHgvP4682Ca+8U8bEivlKa3m5iYHPg+wyOkr21Qrw0PjINKuDfH2R3ux+BeG/3AnJ0xhn7xIJ77lmFNXbt2RVhx0IH4/g4tvl+ZeM3XX8fZHUsVuyzRXzd2oEPyuvH6Xbp0USd+Rrlv+djskAshrEdCoYRwMhy9Yzx0lSpV1A8nDx7548kwJR5sMYSJBxms9sTR4sAY9sQDSY56syPAEcTw0mc22Gnh/fG+OWsSHnyOHNlmvsSXYuEZq8/nH97KSyHBUXOGj+lYpYbhX3w9zOlVcBiaEng0Niz0Tp35qDBLqHI/BcbXlydL5YUtYUUhHtwHd/DKCklsAztw5m3Q28QYeh0P4lkpiNfl/bJzo8+csVNB3C88MOesRljwYJOj63wc8/awU8tQG74XiZ8PdobYgQ58UBv4eYRUeF5bdnyYt8AQny+FNxGrvxGvH5KOOAcX+H3A/WOpapwlzFewtC/0vCFLM5pfwvdK4PvkDFXg3KGgcIaGeRusamX+edPppYw5qKDnrJh3Mvje8vb2DnW7hRDBkxkLIZwQ45Z50M2RRM46MCSDI7rTp09XI3U8BXUwzgMuxuczvIEHwyFJBA8NHuTzAJWhECw5a44HweZJ4HpiOfNBGNdduHBh/78xjppJpSEZreR1WQrVmknjwR0YlitXTiUxc7Sc6yiw/CVnbMyxLj/3A0NJrIEzQZytYBlUvoYclefrnT17djVrouOsgD5KzYNe8xFbJsKzA8bLWF6YI+cMG2HCPe8ruA4cD9Y4Ss+DVx5YMySLB29sx8qVK1U4l/64nDni2gbBrdjMg+px48ap/ciwr5AcOJtjmB/bws4LSxxz/+uvB8N49PLJ7NSwE8BQGX4u+Hqws8PZPn0WJbTC+tqeOnVKtZezEHwNzV8bPaGZMzr6gABnHTgbyM46y80Gh8ns3J8MHQrtrB1fJx6g873Fx+F7nKVi2eFkuFZY3sN8v7ItnD3he5SffbYxpJ9Rdir4unEghJ1D7gO+5uw4MV+nRIkSmDx5Mi5evOj/eeTjcCaI70cObFhj0EQIEUgEVJoSQtgZS+Vmg9O6dWtVonHRokWf/S2s5WbNzZs3T12+Zs2aANcL7mReWpXnI0WKZDp69GiA++V1LJWbTZYsmcnLyyvAdSOq3OyuXbtMLVu2VKVUY8aMaapfv77pyZMnAW7LsqO87sqVKwNczvsLa7lZlkYdOnSouj3Lm+bLl8+0du3az+6Tt/nSvtZ/GkaMGGEqVKiQaeHChZ89flCv7fLly1VpUO4fnrJmzarKxrK8rP7a87Xbt29fgNuZl5s1V6FCBXUfeindkJabNS8vy9tHiRJFld5t1arVZ2Vlae/eveqxYsWKpdqdO3fuAOVRQ1NuNiSvrSX6PvjSie9L7r+MGTOaBgwY8FmZ4cDlZlneOXny5KrkrLmQlpvdsGGDKlnM/cj3NMvJ8rHbtWtnevDgwWf7xlKZ4MBlePkaNG3a1JQwYUJ1n5UqVTKdP3/+s+sFVYra/DnwtiwxGzVqVFOGDBlMTZo08S+jzOfO9rDtfF15PZacXrp0abDPWQgRNpH4T+DOhhDCtTHRkyEjTAoNvFCVERhSwnKRgVfQtidMIufILcvZ6rHn9ogLkPEU1KrjnG1gaJD8NNjn+5wzBHyvma+6LoQQ9kJyLIQQATAemSEYrMpjD50KIYQQQjgGybEQQiis+84YZ1ZrYaJtWKrZRBQunBV4ATQRNsxLCS4Jm7kNrAgmbI9rkHypbDLzHPTFLYUQwt5IKJQQQmH4BcukMlmbCbtcc0I4XyiUEEIIEVGkYyGEEEIIIYQIN8mxEEIIIYQQQoSbdCyEEEIIIYQQrpG87efnh7t376rFlr60wq4QQgghhBDCOpg18erVKyRPnlwtKurwHQt2KriSsBBCCCGEEML2bt26hZQpUzp+x4IzFfoTih07ttHNEUIIIYQQwiW8fPlSDfDrx+NW7Vjs3r0bo0aNwtGjR3Hv3j2sXLkSNWrU+GIZy86dO+Ps2bOqYX369EGTJk1C/Jh6+BM7FdKxEEIIIYQQwrZCko4Q6uRtLy8v5MmTB1OmTAnR9a9du4Zq1aqp+vgnTpxAx44d0bx5c2zatCm0Dy2EEEIIIYSwU6GesahSpYo6hdT06dORLl06jBkzRp3niq979+7FuHHjUKlSpdA+vBBCCCGEEMIVy80eOHAA5cuXD3AZOxS8PCje3t4qnsv8JIQQQgghhLBfEZ68ff/+fSRJkiTAZTzPzsLbt28RLVq0z24zbNgwDBw4MKKbJoQQQgghbLyEgI+Pj9HNEGaiRIkCNzc3WINdVoXq2bOnSvYOnI0uhBBCCCEcEzsUzL1l50LYl7hx4yJp0qThXi8uwjsWbOSDBw8CXMbzrO5kabaCPD091UkIIYQQQjjHImusJsqRcQ4Wf2mhNWG71+XNmzd4+PChOp8sWTL77lgUK1YM69evD3DZli1b1OVCCCGcz2uf1/jnwj/InSQ3sifKHu4RMCFEKFy5Ahw7BpQsyaNE2IsPHz6oA1iu3hw9enSjmyPM6AP97FwkTpw4XGFRoe5YvH79GpcvX/Y/zyktlpGNHz8+UqdOrcKY7ty5g/nz56u///LLL5g8eTJ+/fVX/Pzzz9i+fTuWLl2KdevWhbnRQggh7JOfyQ+1l9bG5iub1fnksZKjfPryqJi+ovo/ScyAOXdCCCu6dw8oXpxHiNr5nDmBihWBChWA0qUBAw/ofX191f8eHh6GtUEETe/svX//3rYdiyNHjqg1KXR6LkTjxo0xd+5cNc118+ZN/7+z1Cw7EZ06dcKECRPUUuCzZs2SUrMiQr1/D4waxeIBlv/OSLt27YDUqW3dMiGc28h9I1WnwsPNA5EjRcbdV3cx/+R8dSLOYtTJXgc9SvaAe2S7TPMTwjHxwL1BA61TwRWSX78GzpzRTmPH8ohem8Vo2xaoWdOwZsoMpn2y1usSycTgKjvH5O04ceLgxYsXsvK2CBEum9K1a/DX4QDOZm1QVQhhBftv7UfpOaXha/LFzG9nokHuBth7cy+2XNmCLVe34Pj94/7XHVNxDDoX+1SkQwgRTr/9BvTtq81KHD0KJEwIbNvG+HPtpA/68gDy5EkgVy6bNu/du3cqyoUDzlGjRrXpY4vwvT6hOQ6XjoVwOlz2JH164MkTbfAmbdrPB3VGj9ZmNbZvB8wm4IQQYfT07VPk+z0fbr64iXo562FhrYWfjYA98nqEyYcmY9DuQUgQLQGudriK2J7ynS5EuO3erf2YsdrSvHlAo0YB/85DvUuXgA4dgI0bgerVgdWrbdpE6Vi4RsdCUvKFU85WsFORNSswZw4weHDA09ChQMuW2nV79tS+b4UQYcfxqWZrmqlORYZ4GTD9m+kWp9UTxUiEvmX6ImvCrHjy9gnGHhhrSHuFcCqPHwM//aR1KtihCNypIH4eM2cGxo8HGD+/Zg1XMDaitQ6nSZMm6vuMOcOBtWnTRv2N1xEa6VgIp/LokRZKSuxEuAcRwt2njzZbfPCg9v0qhAg7zkKsOr9K5VUs+X5JsLMQzKsYXHaw2h5zYIyaxRBChBFHxnhQe+cOkCULMGVK8NfndfSDYBlZCzGWx128eLFa2Nl8hH/RokWqcJH4RDoWwqlwNoL5agUKALVrB329pEm1GWHq3VsLjxJChN6xe8fQdYuW0DSqwigUSF7gi7epna02CiQroMrSDt0z1AatFMJJjRsHsMomK5IsWQLEjPnl2/Tvr11/1y5JNAyh/Pnzq87FihUr/C/jNjsV+fLl879s48aNKFmypFpsLkGCBPjmm29wheV/A/nqq6/UTIf5aTxnkz46ffo0vv76a1UGlvfTsmVLVZXVEUjHQjiNGzeAqVO17WHDtJnf4HTrxpUmgbNngYULbdJEIZzKK+9XqPt3Xfj4+uC7LN+hXeF2Ibodf0SHltM6FFOPTFUhVEKIUDp8GOjR41MHI0+ekN0uVSqgdWttu1cvLYTKAJws8fIy5hSWiRoumTCH8dUfzZ49G02bNg1wHS8vL1UtlRVUt23bphYBrFmz5mcrjTN8tEWLFqqSKk+smGp+H6ycGi9ePBw+fBjLli3D1q1b0ZbVvByAdCyE0xg4EPDx0fLXypf/8vXjxfv0ncwBHN5WCBEy/GH8Zd0vuPz0MlLFToXZ380OVbnCCukroGzasqpTMnDnwAhtqxBO58ULoG5drQoJp+ctxP8Hi2FQLEnLhfSWL4cR3rzRJliMOPGxQ6tBgwbYu3cvbty4oU779u1Tl5mrXbs2atWqhYwZMyJv3ryq88HZh//++y/A9bhWBJOhkyZNqk7m60YwvIphVlwPLmfOnGrmguvB/fnnn3jw4AHsnXQshFM4d04rhKGHQ4X0+IZrWXBh0uvXgRkzIrSJQjiVOSfmYNHpRXCL5IbF3y9G/GjxQ3V781mLuSfn4tyjcxHUUiGcDIfbW7TgCsVa2cNZs0L+o6dLlAjo0uVT0uGHDxHSVGeSKFEiVKtWTa3ZxpkLbidkSV8zly5dQr169ZA+fXpVPSntx7KU5uu76VWWYsSIYfFxzp07hzx58gT4e4kSJdSsx4ULF2DvpGMhnAJLd3OmsUYNoGjRkN+OCdy8rV4CnFOkQojgnX14Fm3Xa9PyTMQunqp4mO6naMqiKoSKq3X33fHxgyiECB5HwZYt06qTLF6sxfSGBRc45oHxxYvA3LmwNf7+Mm3AiFNYFyBnOBQ7FvPmzVPbgX377bd4+vQpZs6ciYMHD6oT+QQKibh79y6SJ08OZyQdC+EUYaacyeWADTsHodWsmbbuBWcYJ0yIiBYK4TzevH+j8irefnirwpm6l+wervv77evfEAmRsPzcchy5e8Rq7RTCKZ0+DXTs+CmZsEiRsN8XQ6GYY6HHEr97B1vibzYH5Y04hXWR6cqVK6tOAkOZmAdh7smTJ2pGoU+fPihXrhyyZcuGZ8+efXYfTObm5eZJ3+Z4u5MnT6pcCx3DrpivkYVVveycdCyEw9O/Fxs2BHLkCP3tPTyAQYO07ZEjgadPrds+IZxJx40dcfbRWSSNmRR/1vwTkSOF72ckZ+KcaoVu6rXt44dZCPE5Hmj+8IPWAahaVZtxCK9WrbRk7tu3P1U/EUFiLgRDlZgzYZ4XQUy2TpAgAWbMmIHLly9j+/btKpHbHJO6GzZsiFy5cqFgwYIWH6N+/fpqgbrGjRvjzJkz2LFjB9q1a6dulyRJEtg76VgIh8aVs7duBaJE0QZcwqpePSB3bi0fbsQIa7ZQCOex+MxizDw2U80wLKi5AEliWudHbuBXAxElchRsuboF269tt8p9CuF0WBXo/HmAITRMKoxshUM4rrA8YMCnBMWXL8N/n06OuROWVp/mjMLixYtx9OhRlXTdqVMnjBo1KsB1eBkrQK1fvz7IYhfRo0fHpk2bVEhVoUKF8P3336sZECZwO4JIJpb2sHOhWUpcuA6+c4sV0xa5YxL2xInhu7+1axkfqX3Psuy0k4Y/ChEmrP6U//f8eOXzCn1K9cHgr7VF7qyl3fp2mHx4MgqnKIx/m/0bqgpTQji9BQu0aXl2JjiiVqaM9e6bidu5cmmdln79wjdKFwxWOrp27RrSpUunRuSFfQnu9QnNcbjMWAiHtXq11qlgEhYXuQuvatWA4sW1WWau2i2E0Hh/8MaPf/+oOhWlUpdC/6/6W/0x+pTug+hRouPQnUNYfWG11e9fCIfF5Gq9nCxro1uzU0FMAtd/9MaOBR4+tO79C5ciHQvhkLhStt6Z6NQJsEbYIQdImQtHrN53+XL471MIZ9Bjaw8cvXdUlZRdVHsR3CO7W/0xGFbVsYiWlNp7e2/4+vla/TGEcDgc6eJ6Fcyv4CJN1hhFs4RrYRQooJVMYkiUEGEkHQvhsLPCXG+Gi9x17Wq9+y1dGqhSRZsZ5oywEK5uzYU1GH9wvNqe+91cpIz9aYVYa+tWohviRY2H/x79hwWnFkTY4wjhMPgDd+KEtu4Ef/gCJQxbjfnI2rRpwI0bEfM4wulJx0I4HG9vbTZYXzw0rCW8gzJkiPb/X38BJ09a976FcCS3XtxC09VN1Xanop3wbZZvI/Tx4kaNix4le6jt/jv7qxAsIVzWypXAlCna9vz5EZ/4V768NivCNRciKM9COD/pWAiHXBuIgyn8jmWRDGtjaWnOPFNEzToLYe8++H1AveX18PTtUxRMXhDDyw+3yeO2LdwWyWImw40XNzDj6AybPKYQduf6da7Gpm3/+isXUIj4x+SshR4GxapT585F/GMKpyMdC+FQGP6p55gxVClatIh5HD4GZ5zXrQP27o2YxxDCnvXf0R/7bu1DLI9YWFx7MTzcPGzyuEzg7ldGi0P8bc9veO3z2iaPK4TdeP9eq4H+/DlQtGjYVn4NKz7ed98Bfn5Anz62e1zhNKRjIRzK+PHAo0dAxoyfBnMiQqZM2orceriV/RdlFsJ6tl7dimF7tXjrWdVnIUP8DDZ9/Gb5miFDvAx46PUQE/6dYNPHFsJwPKD/918tzpcxuVyoyZYYD8zZixUrgMOHbfvYwuFJx0I4jCdPAH2tGa6UHdHftZwRYSlnzlhs2BCxjyWEvbj/+j4arGgAE0xomb8lfsjxg83bEMUtCgaVHaS2R+4fiSdvnti8DUIYYuNGYORIbfuPP4C0aW3fhhw5tDUzqFcv2z++cGjSsRAOgytic1HQPHk+5UBEpBQpPuVw8LuVM8NCODM/kx8armyIB14PkDNxToyvrFWDMsKPOX9E7iS58dL7JUbsG2FYO4Swmbt3Px3Qt2kD1KplXFuYvM3Ru61bgW3bjGuHcDjSsRAO4c4dYNIkbZu5ZVx81BZ69AC4yCSrQy1ZYpvHFMIow/cOV2FQzHNY8v0SRIsSQUlMIRA5UmQM/VpLJJ10aBLuvLxjWFuEsMniTA0aAI8fA3nzAqNHG9sezpT873+fRtYkHliEkHQshENg6BPXCSpZUltnwlYSJPi0TkbfvlpOnRDOaO/Nvei3Q0uanlxlMrInym50k1A1U1WUSFUC7z68w+DdH6s2COGMmNewYwcQI4Y2isU4XHvI9YgeHTh0CFi1Cq7u/v37aNeuHdKnTw9PT0+kSpUK3377LbbJjE4A0rEQdu/SJS3UlLh+D3PKbIkre3NtoitXgNmzbfvYQtgCcxhYWtbX5Iv6ueqjSd4msAeRIkXCsHJaEvkfx//A5aeXjW6SENa3a9endSOmTwcyZ4ZdSJJE+wHUOxmcVXFR169fR4ECBbB9+3aMGjUKp0+fxsaNG1G2bFm0Ydia8CcdC2H3mETN77OqVbUZC1uLGfNT1T3OnLx5Y/s2CBFRTCYTfl7zM26/vI1M8TNhWrVp6oDeXpRKUwpVMlZR62r03dHX6OYIYV0sc/jTT1oSX5MmWjiUPeGUfbx4wH//AX/+CVfVunVr9b146NAh1K5dG5kzZ0aOHDnQuXNn/MsKXh8HQqZNm4YqVaogWrRoambj77//DnA/t27dwg8//IC4ceMifvz4+O6771SnxRzP874Cn56z/PBHPL8q0CzSV199hY4dO/qf9/b2RteuXZEiRQrEiBEDRYoUwc6dOxHRpGMh7Nrx48DixQFXxDYCQ03TpNFy6yZPNq4dQljbxIMTsebCGrVOxdI6SxHLMxbszdByWq7F4jOLceL+CaObI4R1sDPRuLH2w5I1q33+uLDkLZMNqX9/Hq1adVDDy8fLkBMfO6SePn2qZic4M8ED9M93UVz/7b59+6qOx8mTJ1G/fn38+OOPOPdxocH379+jUqVKiBUrFvbs2YN9+/YhZsyYqFy5Mny42nkgW7duxb1797B8+fIw7d+2bdviwIEDWLx4MU6dOoU6deqox7rEMJAI5B6h9y5EOOkrX3OtIOazGcXTU5up5oDS8OFAy5ba960QjuzI3SPotqWb2h5TcQzyJjXwQxYMtotVotix6L29N9b9tM7oJgkRfmPHarXMmU/BvAoLB612geURuYjUzZvA778D7dtb5W7fvH+DmMNiwgive75GDI+Q7e/Lly+rjkhWdv6+oE6dOmjevLnaHjx4MLZs2YJJkyZh6tSpWLJkCfz8/DBr1iz/WeE5c+aojglnEipWrOg/00BJkyZVJ85shNbNmzfVffP/5MmTq8s4e8EOEi8fqq+wHgFkxkLYrT17tO9cd3ctBMlonKHOnh149sz4gh1ChBfLuP7494947/ceNbPWRJtC9h0nPOirQXCL5Ib1l9arRHMhHNrBg9rqq8SD9ty5YbeYwM3ZCuIq4K9fw5WEZnajWLFin53XZyw4i8FOCmcsOFPBEzsN7969wxUmcX70hIt2gRUpYwf7WPXq1fO/H544C6JjDoivr68K2TK/zq5duwI8VkSQGQthl/g51r9zuQI2V9o2mpub9p3K0uL8HWjXTsttE8IRfyhb/tMSV55dQZo4afBH9T/sKq/CkkwJMqkVuWccm4EeW3tgT9M9dt9mISxirPyPPwIfPgA//KBNgdu7n3/WRtQuX9Z+APXEw3BgWWvOHBiBjx1SmTJlUt8158+fD9djvn79WiWAL1y48LO/JWKFmI+uXr0KDw8P/5mGoIwbNw7ly5f3P8/QK/PHcnNzw9GjR9X/5tjBiEgyYyHs0vr1wL592gwxy7zaixo1gMKFAS8vY3M+hAiPWcdmYcnZJWoG4K/afyFetHhwBP3K9ENU96jYd2ufmrkQwiFHzRgqw4Td9OmBGTNsX+owLLhYnh46MGoUh9XDfZc8WGc4khGn0AxKcFaBuRFTpkyBF3/8AzFPqv73YyK3+fls2bKp7fz586v8hsSJEyNjxowBTnHixPG/DWcVihcv/lmHIDCGSZnfBxPGdfny5VMzFg8fPvzssXi7iCQdC2GX+Wxcj4cYyskVsO0Fv4tY8lavCnjtmtEtEiJ0zjw8g/YbtRjpIV8PQbFUAafu7VmK2CnQrnA7tc1cC64ULoRD4Q8Hk3F5oM7KJGYHlHavbl0gTx7g5Ust2dCFsFPBA/XChQurZGp2EBjiNHHixADhT8uWLcPs2bNx8eJF9O/fX1WRYhK1PqOQMGFCVQmKYUvXrl1TuRXt27fH7du31f3v3r0bixYtQq1atdS6GTwxeZzYSQgphkDx8Ro1aoQVK1aox2Jbhg0bhnXrIjhHzRQGkydPNqVJk8bk6elpKly4sOngwYPBXn/cuHGmzJkzm6JGjWpKmTKlqWPHjqa3b9+G+PFevHjBADf1v3B+CxdySMdkihPHZHryxGSXypfX2tiokdEtESLkXnu/NmWfkt2EATBV+rOSydfP1+RoHns9NsUeFls9h0WnFhndHCFC7sQJk8nTU/vxGDvW5JDWrtXaHzWqyXT7dqhuyuO+//77L1THf/bk7t27pjZt2qjjXw8PD1OKFClM1atXN+3YsUP9ncepU6ZMMVWoUEEdH6dNm9a0ZMmSAPdx7949U6NGjUwJEyZU10mfPr2pRYsW6vj22rVr6j6CO+m4vXLlygD3XaZMGVOHDh38z/v4+Jj69eun2hElShRTsmTJTDVr1jSdOnUq1K9PaI7DQ92xWLx4sdqhs2fPNp09e1btkLhx45oePHhg8foLFy5UO4//c6dt2rRJPblOnTqF+DGlY+E6fHxMpgwZtO+t334z2a1Dh7Q2RopkMp05Y3RrhAiZn1f9rA7Ik41OZnrw2vJ3tiMYvGuweh4ZJmQw+XzwMbo5QnzZq1cmU+bM2g/HN9+YTH5+JofEdpcsqT2Pli1dqmPxJZYO9kODx8jstAQlDkdbI5C1OhahDoUaO3YsWrRogaZNmyJ79uyYPn06okePrqZ+LNm/fz9KlCiBn376CWnTplXltJjJzikZIQLjCtssWMCk6A4dYLcKFQJq19bCZa2QwyZEhFt0ehFmn5iNSIiEhbUWInGMxHBUHYt2VO1n8jlX5BbC7nF15osXgZQpgblzHSOv4kvxwPzBjuA1EVyJm5tbgCTuwJI4SLWYUHUsuIAHM8zNs9AjR46sznMRDkuYgMLb6B0JZruvX78eVbmMchBYw/fly5cBTsL5cUVrPTeMB+sRXLgg3AYP5vsf4OKXrBwohL269OQS/rf2f2q7b+m+KJuuLBxZTI+Y6FNK69EP2jVI1cMXwm7NmwfMn6/9YCxaBCRIAIdWsiTAYzhfX6BfP6Nb4zRSpUqFw4cPB/n3CxcuwOk6Fo8fP1bJJYF7TTzPBBNLOFMxaNAglCxZElGiREGGDBnUsuO99OxcC5hcwgx5/cSdLZzfpEnAvXtA2rSOUX2PhR64aCqxNG4oSl0LYTPeH7xR9++6eO3zGqXTlEbfMnZUZi0cWhZoqUrl3nt9D5MP2eGKxUIQS5S2bq1tc+SsVCk4Bb0sIhPQjx83ujV2gdFQNVg60sVFeFUoZrxzhT+uOnjs2DGVnc6MdK5IGJSePXvixYsX/qdbt25FdDOFwVitbcQIbZsrXHt4wCEMGKC1dccOYOtWo1sjxOe4svbx+8eRIFoCLKq1CO6RnWP5Ik93Twz8aqDaHr53OJ6/+1TyUQi78PatVkmJ0/HlygE9esBp5M2rrcVBvXsb3RrhqB0LlsliDNiDBw8CXM7zQdXF7du3Lxo2bKiWOM+VKxdq1qypOhqcleDS5pZ4enqqFQfNT8K5sSw2V7TOkYMl2eAwUqf+NBjFSTiZtRD2ZNX5VZh0aJLanl9zvirX6kwa5G6A7Imy49m7Zxi1b5TRzREioC5dgFOngMSJgQULtFVWnQkHiN3dgQ0bgN27jW6NcMSOBVcC5KqB27Zt87+MnQOeD7yMue7NmzcqD8OcvuhHaJZJF86LUXRcyFOfXXW07152KJgPcuQIsGKF0a0RQnPj+Q00Xd1UbXct1hVVMwWd1+ao3CK7qbU4aPzB8bj/2nJIrhA2t2wZMG2atv3nn1zNDE4nY0agWTNtW0bWRFhDoTp37oyZM2di3rx5anGQVq1aqZUIWSWKuBgHQ5l03377LaZNm4bFixerBTq2bNmiZjF4+ZdWFRSu4bfftJniokWB6tXhcFjEoXPnTzPCHz4Y3SLh6t77vke95fVUeFDhFIUxpJzzLhP/XZbvUCRFEZXAPWS38z5P4UCuXtVW1yYeD1WsCKfVty8QNSqwbx8Q0QuvCefsWNStWxejR49Gv379kDdvXpw4cQIbN270T+i+efMm7jED96M+ffqgS5cu6n+Wp23WrJlaGv3333+37jMRDokrV8+YoW0PHeq4Ffg4481CHyzawOIfQhip345+OHD7AOJ4xsHi2ovh4eYgSUthEClSJAwrp5W//P3o77j27JrRTRKuzMdHyz1gNcvixT+VOnRWKVIA7dt/GlkLIsRduI5IXMwCdo7lZlkdionckm/hXBo10maJOaCzaRMc2tixWgeDRcxYrpyDOELY2uYrm1FpQSW1vazOMnyf/Xu4gop/VsSWq1vQMHdDlU8ihCG6dgXGjAHixQNOnNAS8Zzd06dA+vTAixfAwoUsB2rxau/evVORK+nSpUNU+YG0O8G9PqE5Do/wqlBCBOXMGS2fTZ+tcHRM4ubaRyxiNn260a0Rrujeq3touLKh2m5VsJXLdCpoaDntS2TBqQU48/CM0c0RroihQOxUEBcNdoVOBcWPD3Tr9ik0irM2wmVJx0IYhrOmnC/7/nugQAE4PHbw+/f/lIT+6pXRLRKuxNfPFw1WNsBDr4fInSQ3xlYa+3/27gI8qqMLA/BHEhLc3d1di3uBKoUW11IolELR4k5xKwVKgWLFvfzQUtwpWtzdHQIESCDZ//lmuDGSEN27ct7n2fYm2WSH3OzuPTNzzoEzKZGuBOrlrQcLLOi3RTfPE8JqbtwIaGzUsSPgbP0MfvhBV79ifgk7cjuQli1bqi2X7dq1e+drHTp0UF/jfYQmgYUwBRu1r1mjG5GG0dLE7vC1JVcuNpPUW6OEsJYRu0Zgy+UtiB87PpZ8uQRx3Jxvq8GwqsPgEssFf579E//e+Nfs4QhnwYodrJP+8CFQrJiun+5sWBqRqxXEN3VWZHEgbNTMIkQv2Zsk0NahhQsXIpOzrEyFkwQWwuq4SmEUDuOFeJ48cBgs6W0ESlwRv3/f7BEJZ7Dz6k4M3KaXy6Z+PBV5UjjQkyoC+O9uWVjPHPbe3FtKmgvr4Is++zjw4pqdqD084JTatgWyZAFYwOcX3T/HURQrVkwFF2zybOAxg4qiRYv6f65y5cro3LlzkO8dNGiQKnYUuE3DkCFDkCFDBtW3jV9jESTDlStX1CpI8NvatWvV1729vdGpUyekSpVK5UKUL18eBw4cgK2QwEJY3YYNwPbt+rXX2DrkSLi1i5NW3Ao1QherESLGPHjxQJWW9bP4oXnh5urmzAZWHqiqYG27sk0lcwsRo7ZsCZhNYonDnDnhtNzdgcGD9fHIkbrrbVgY+Ht5mXOLxKTD119/jdmzZ/t/PGvWLP9WCxHx888/Y9y4carC6rFjx1Sl1M8++wznz58Pcr9NmzapKqvGrUaNGurzP/74I1asWKHaPhw+fBg5cuRQP+MRk+htgAQWwqpYiY59dIxkZ0dcQeT2LiMZfepUncwtREzgjDyb4N18dhO5k+fGlI+mwNllSpwJHUp2UMd9NveRVQsRc+7d01ug+DfGRnGNGpk9IvPx95E/P/Dkyfu3hHG7FFd5zLhFYqtW06ZNsWvXLly9elXddu/erT4XUWPHjkXPnj3RsGFD5M6dG6NGjVKrFhONTsFvJU+eHGnSpPG/cXWDfePYG27MmDGoXbu2auPA3nJx48bF7zaS2yKBhbCqFSuAw4f18zpQH0WHw/K5lSpxyTJgAkeI6Dbx34lYe24tPFw9VF5FAvcEZg/JJvQu31v9Lg7dPoQVp1eYPRzhqLNkrJd+5w6QLx8waZLZI7INbHzM6iX088/69+MgUqZMiY8//hhz5sxRKxc8TpEixTv3mzp1KhIkSOB/Gx6o7CXLtt66dQvlypUL8j38mE2n3+fixYt4/fp1kO+PHTs2SpUqFa7vtwYJLIRV89v6vS3Wwn4P7FjtqNjoz9gGxZXTM2fMHpFwNAduHkDPTT3V8YSaE1A4TWGzh2QzUsZPiW5luqljVoh64/fG7CEJRzN2rG6+FDcusHQpEC+e2SOyHZ99BnzwgV4VGDYs9Pvxd/b8uTm3SJ4vbodiYMFtSDwOSZMmTVTzaOMWUjUpRyaBhbCaOXN04zh2qO7aFQ6vTBng00/1xJZRLEOI6OD5yhMNljfAa7/XqsRquxLO9cYVHl3LdEXyuMlx9uFZzD0y1+zhCEcra8h66cSVCm79EUFn1oxZ+t9+0yVoQ7tf/Pjm3PjYkVCrVi34+PioVQPmNYQkceLEKu/BuCVjn4+32FwuXbp0ahtVYPyY25reJ3v27HB3dw/y/RwLk7fD8/3WIIGFsIpXrwK2BDHHwlkaqHNFmK9fy5cDhw6ZPRrhCJgz0OZ/bXD5yWVkSZIFMz+bqSqGiKASeSRC3wr64m/Q9kF49eaV2UMSjoAJyQ0b6iV4/p+5FeJdVaroPcH8PTlQlRZXV1e15ejUqVPqODJ69Oih8iqWLFmCs2fPolevXmpl4wf2AnmP+PHjo3379upnsJIUx9GmTRu8ePECrW3kb1ECC2EVTGJm/6CMGXXStrMoWFDnspGRtC5EVEw/NB3LTi2Dm4ubyqtIEieJ2UOyWe1LtkfGRBlx4+kN/HrgV7OHI+ydkaR97RqnjvVsvAT1oTNWLRYsAI4fh6PgqgNvkdWpUyd07doV3bp1Q8GCBVWAsGbNGuQMZ0WxkSNHol69emjWrJkqg3vhwgX8888/SJo0KWxBLIsdlMxgsguXljw9PaN0MoU5nj4FsmXTvYNmznS+CR6uAufOrSdutm5lnWuzRyTs1bG7x1B6Zmk1+z6mxhh0L9vd7CHZvN8P/45v/vcNUsRLgYudLqqVDCEiZcoU4PvvmS2rt0MVL272iGzfV1/pJfvPPsOrJUtw+fJlZM2aVfVfELaFDf9COz8RuQ6XFQsR49iBmkEFL65btIDTYVDFvkHESli2H8oLW+Tl46XyKhhU1M5RW+UQiPdrUaSFKsXLfh/j9443ezjCXv33X0ByIMuoSlARPuzxwRrsa9bo36FweBJYiBjFztPsQE0sDsHO1M6I1bBYhOLff/XrqxAR9f3f3+PMgzNIlzAd5taZC5dY8vIdHtwyNrSKbmA2bu843Pe6b/aQhL1ht9MGDQAfH13xqFMns0dkP/LkAYwmchMmmD0aYQXyziRifIslK7txcqdePTittGkBIy+LxUR8fc0ekbAn84/Nx5wjc1QwsbDuQlVOVYRfvXz1UCxtMTz3eY4Ru97WgRYiPLjE3L49wK7ITBJk/XDJq4gYJm97eAD79wMvX5o9GhHDJLAQMYb5bUzaNgIMZ38t7tEDSJIEOHkSWLjQ7NEIe3H2wVm0W6vLyQ6oOACVslQye0h2hwHZiGo6oJh6YCqueV4ze0jCnuqkM/mYFYAWLQIClQ4V4RS4ags7cst+YIcmgYWIMSwvy5VjJivXqGH2aMzHgg09ewZM4PB3I0RYmE/BvAqv116onKUy+lV822FSRFiNbDXU79Db1xuDt72tfS1EWE6d0snaNGQI2yObPSL7xQRDNhP09obF09Ps0YgQRFctJwksRIxgp2lO9BA7UDv7aoWBW3O5LeryZWDGDLNHI2xd9w3dcfTuUVXRaEHdBXB1iVzddMHXoFj+qxZzjs5R+SpChIpbdphXwe7R1asDvXqZPSL7ljIlXJs3V+URfe7dk1ULG8ReGBSbVc+iwElTaUVMY6dpdpz+/HPggw/MHo3tYAI3fzdcFWaxjJYtdRNQIYJbcWoFphyYoo7/+OIPlbQtouaDDB/gs9yfYc3ZNei/tT+WfbXM7CEJW9W5M3DiBJA6NfDHH7qykYgStw4dEG/KFNxPmhSxb92CS/LkZg9JQK9UMKi4d+8ekiRJEunGfwbpYyGi3cGDQMmSepXi2DGgQAGzR2RbuAUqb17d34KduaVxngjuypMrKDKtCDy9PfFj2R8xqsYos4fkME7cO4FCvxaCBRYcaHMAJdKVMHtIwtYsWaK7avNNbMMGvWIhooXPlCm4nCgR/BiwZcgg2xlsCIOKNGnSqNXdqFyHS2Ahot2HHwIbNwLNmgHz5pk9GtvEXMCmTYHEiXWAIfmAwvDa9zUqzqmIf2/8q2bYd7TcgdiuUVuaFkE1W9VMVdpi3sWGZhvMHo6wJRcvAkWL6hKznPXh7I+IPq9ewS9fPvi8fq1/v0YpWmEqbn8Ka6VCAgthGnaWrlpVNyY9exbImtXsEdkmbhPjexdXdJjQPXKk2SMStqLnxp4YvWc0ksRJgv++/Q9ZkmQxe0gO59LjS8gzOQ9e+73GluZbUCVrFbOHJGxlOZkJ2lx25/+3bXPe5ksxadYsoHVrgFuhOLMm13U2TzpvC1MwRGXhB/r2WwkqwsLtusZE2KRJwO3bZo9I2IL1F9aroIJ+/+x3CSpiSLak2dC2eFt13Htz72irhiLsHBO0GVRwCZmlZSWoiBlM4mbjvIcPgfHjzR6NiGYSWIhow47S+/bpBGV2mhZh+/hjoGxZXXyEidzCud16dktt0aEOJTugbt66Zg/JobF0b7zY8bDv5j6VzC2c3P/+F9AZmiUN2XtBxAwGbMab3rhxwP37Zo9IRCMJLES0YCdpIwmZxTSYlyXCxvwoluIllp7l1l7hnHz9fNFkZRM8ePEARdIUwdgPx5o9JIeXJkEa/FD6B3XcZ0sfdQ6Ek7p+XZfoM97APv3U7BE5vnr1gOLFgefPdQdd4TAksBDRlozMXkJsAscO0yJ8KlYEatVSpb0xYIDZoxFmGbZjGLZd2Yb4seNjyZdLEMctjtlDcgo/lvsRSeMkxan7p7Dg+AKzhyPMwBffxo2BR4/0ha4kvFlvZs0IKKZOBa5dM3tEIppIYCGizNtbd5I2tqgmSWL2iOyL8drKLb1Hj5o9GmFtDCiG7Biijqd9Mg25kucye0hOgwnyPcv1VMcDtw2Ej6+P2UMS1jZ4MLBrF5AwoS4z6+Fh9oicR40aQJUqOmme50E4BAksRJRNnw5cuaI7Sn//vdmjsT+sDsUGr8wf7dvX7NEIa7rvdR+NVzSGn8UPLYu0RNNCTc0ektPpWLoj0iZIq3qHTD803ezhCGvatCmgigb3o2bPbvaInHfVgnktp0+bPSIRDSSwEFHC7ZHDhuljbuVh4raIOOaxsYT0unXA7t1mj0ZYA4OJFqtb4Pbz28iTIg8m155s9pCcEhO4B1Qa4L8l7bnPc7OHJKzh7l3dTIgzOm3b6tkdYX0ffAB8/rmuwd6/v9mjEdFAAgsRJT//DNy7pyd6WJZaRE7OnMDXX+tjluyV6peOb/ze8fj7wt8qn2Lpl0sR3z2+2UNyWq2Ltkb2pNlx1+sufv73Z7OHI2IaL2LZwZXBRYECwMSJZo/IuXF2kqsXK1bocr/CrklgISKNJahH65L7GDJEN8UTkccVH27v3bkTWL/e7NGImLTvxj7VP4F+rvUzCqYuaPaQnBo7mw+povNcxuwZg0cvH5k9JBGTRo0CNm4E4sbVeRX8vzAPgzuuHpFRXlI4V2AxZcoUZMmSBXHixEHp0qWxf//+MO//5MkTdOjQAWnTpoWHhwdy5cqFv/76K7JjFjb02vz0KVCoENCwodmjsX8ZMgAdOwasWnBSTTieJ6+eoOGKhnjj9wb189dHm2JtzB6SANCwQEMUSl0Int6eGLVrlNnDETGFe02NLTdTpgD58pk9IkFM3ubsJAO+LVvMHo2wZmCxZMkSdO3aFQMHDsThw4dRuHBh1KxZE/e4HyYEPj4+qFGjBq5cuYLly5fj7NmzmDFjBtKnTx+VcQuT3bwJ/PKLPmbuFTtJi6hjVa1EiXR1qKVLzR6NiG7s8PzNmm9UojC7P0//ZDpicQuAMJ1LLBcMr6oTSSftn6QaFgoHw5KyjRrpxktNmgT0rhDmy5oV+PZbfSz7ge1ahC8Hx48fjzZt2qBVq1bIly8fpk2bhnjx4mHWrFkh3p+ff/ToEVavXo1y5cqplY5KlSqpgETYd7Lxq1dAuXLARx+ZPRrHkTw50L27Puak2uvXZo9IRKdpB6dhxekViO0SG4vrLUbiOInNHpII5KOcH6FcxnJ49eYVhmzXW6OEg+CFaqtWuhkek9p+/VXv6xe2o18/XQGGu2BWrzZ7NMIagQVXHw4dOoTq1asH/AAXF/Xx3r17Q/yeNWvWoEyZMmorVOrUqVGgQAEMHz4cvpwxEHbp/Hlg5kx9zM7R8tocvbp0AVKmBC5cYGBu9mhEdDl65yi6/NNFHY+qPgol05c0e0giGK4ejag2Qh3//t/vuPDogtlDEtGFS+xr1gDu7jqvgn0rhG1JnVp3PjeCDLlOdPzA4sGDByogYIAQGD++c+dOiN9z6dIltQWK38e8iv79+2PcuHEYZtQoDYG3tzeePn0a5CZsK8mYz3euVFSoYPZoHE+CBPo11UiKf/nS7BGJqGIJ0/rL68Pb1xuf5PoEnT94++YpbE6FzBVQO0dtlQMzYKsuQyvs3KFDQI8e+njcON08SNgmnqekSYFTp4D5880ejYiEGN8Z7+fnh1SpUmH69OkoXrw4GjRogL59+6otVKEZMWIEEidO7H/LmDFjTA9ThNORI8DixfrY6Cskoh+3mmbODNy6BUyW9gZ2r8NfHXDu4TlkSJQBcz6fI3kVNm54NZ1rsejEIrXSJOwYJybZo4Ldnb/4AujQwewRibAkSaKTDWngQM40mz0iEZOBRYoUKeDq6oq7rP0cCD9OkyZNiN/DSlCsAsXvM+TNm1etcHBrVUh69+4NT09P/9t17okUNsHoDM0qUEWKmD0ax8Wys4MG6eORIwFPT7NHJCJr3tF56sbk4IV1FyJ5vORmD0m8R5E0RVSVKOq75e2LnrDPvIp27YCLF4FMmYDff5e9u/bg++958QhcvQpMn272aERMBhbu7u5q1WHz5s1BViT4MfMoQsKE7QsXLqj7Gc6dO6cCDv68kLAkbaJEiYLchPl27QJYJZgxIrfoiJjF/k158+pCJmPHmj0aERlnHpzBd+u+U8eDKw9W22yEfRhSeQhcY7li3fl12HVtl9nDEZHBJLVFi/SbFv/PLTbC9jGBm3uuidvmnz83e0QiJrdCsdQsy8XOnTsXp0+fRvv27eHl5aWqRFHz5s3VioOBX2dVqB9++EEFFOvWrVPJ20zmFvY18WOsTn7zjS6qIWIW3wuN7WYTJugmscJ+vHz9Eg2WN4DXay9Uy1oNvcsHvC4K25czeU7VkZvYzJClgoUdOXkyoDEQX0jLljV7RCIiWrcGsmcH2Mrg55/NHo2IycCCORJjx47FgAEDUKRIERw5cgTr16/3T+i+du0abt++7X9/5kf8888/OHDgAAoVKoROnTqpIKOXcZUq7AJXKthXKE6cgN5CIubVqQOUKgV4eUlOi73ptqEbjt09hlTxU2F+3flwdQnYDirsw4BKAxDHLY5asfj7wt9mD0eE14sXQP36uvJFzZoBidvCfrBZHuva0+jRwMOHZo9IhFMsix1Mw7AqFJO4mW8h26Ksj7vYihXTTdv4+sznuLAe7jxkhWe+zp47B2TJYvaIxPssO7lMVYGif5r+gw+zf2j2kEQk9djQA2P3jkXh1IVx+NvDKldG2DguqzOfgrmffONKlcrsEYnIkIsPu7wOl1dI8V4s+c3nNf+WevY0ezTOp1o1fWOzPCOhW9iuy48v45v/faOOe5XrJUGFnetVvhcSeSTC0btHseTEErOHI96HuRRGkvaCBRJU2DMXl4ClevYhuXnT7BGJcJDAQoSJF7PG1qcff9SdoYX1sREh/fGHLu8tbJOPrw8armiIp95PUTZjWQypIlUO7B2rePUoq7fS9N/aH699X5s9JBFW99a2bfUxmwFVrWr2iERUsWFW+fLAq1cBW6OETZPAQry3qAYr9XHS54cfzB6N8ypZEqhbV68MG83zhO3ps7kP9t/cj6RxkmJRvUWI7Rrb7CGJaMCGhsyVufj4Imb9N8vs4YiQsN8B66CzghA7txpVhYR948qTMbPGlagLF8wekXgPCSxEmPlvRllZXsyyI7QwD6vucWV41Spg/36zRyOCW3duHcbtHaeOZ30+C5kSZzJ7SCKaJHBPgL4VdD+LITuG4MXrF2YPSQTHJfXDh/Wy+sKFgJub2SMS0YUrFly5ePNGAkY7IIGFCBU7PrPzMztAG6vLwjzsadG8uT4OVNFZ2IAbT2+gxeoW6rhjqY6ok6eO2UMS0ezb4t8ic+LMuPXsFibvn2z2cERgf/4JTJqkj+fOBTJkMHtEIroZuRbMoTlyxOzRiDBIYCFC9OSJ7vhMgwfrTtDCfEzeZl/JLVuATZvMHo2gN35v0GRlEzx8+RBF0xTFmBpjzB6SiAEebh6qySGN3DUST149MXtIgq5dA9720ULXrsDHH5s9IhETihTRW92or149FLZJAgsRInZ6fvwYyJcPaNrU7NEIA1eP2rfXx3366MaFwlxDtw/Fjqs71HaZJV8uURegwjE1LdQU+VLmw+NXjzF2z1izhyNYXaRRI/1mxYY/xl584ZiYvM0tbmystWuX2aMRoZDAQryDHZ7Z6dlYfWQHaGE7GFDEjw8cOKDzLYR5tlzegqE7dKWS3z75TXVrFo6LTQ6HVRmmjif+OxF3n981e0jObeBAYM8eXQudW2S4nCscV44cuiM3scmyzKzZJAksRIhJwkzcLl0a+Pxzs0cjgmOFLq74GyvCzGcT1nfP657aAmWBBa2Ltkbjgo3NHpKwAubPlEpfCl6vvfDTzrf7voX1bdgQsEIxcyaQLZvZIxLWwPr3ceIAu3frlQthcySwEEFcvgz89ps+Hj5cV3oTtqdbNyBZMuDMGd3bQliXn8UPzVc1x53nd9TWmEm13yaOCocXK1YsjKimL2inHZymGiIKK7tzB2jWTB+3awd89ZXZIxLWkj490LFjwMwaa7ALmyKBhXgnOZjbVmvUkN5CtixxYr0lyjhn7B0krIf76/+5+A/iusVVeRXxYscze0jCiqpmrYrq2arjtd9rDNo+yOzhOBdfX6BJE+DePaBQIWD8eLNHJKyN26D4Jnj0KLBkidmjEcFIYCH8nTgRMPvN1Qph2777Tk/esCjKtGlmj8Z57L2+VzXCI65UFEhVwOwhCRMMr6pfJP84+gdO3jtp9nCcB7c/sSxevHj6ojJuXLNHJKyNy/U9egRsjeJsqLAZElgIf2yCx1yoevWAEiXMHo14H76fMnfRSLJ/9szsETm+xy8fo+GKhvC1+KJhgYYqt0I4p5LpS6Je3noqx6bf1n5mD8c57NwZ8KI3dSqQJ4/ZIxJm+eEHnXB48aLuyC1shgQWQvn3X91jiJ2dWdFN2AeWb8+ZE3jwIKCSl4gZFosFX6/5Gtc8ryF70uyqChT32wvnNbTKULjEcsHqM6ux78Y+s4fj2B4+BBo31nvqmV/RQjekFE4qQQI9G0pDhuiKM8ImSGAh1CqF0cmZr9Xs8CzsA0t6G4Ege48wwBAxY8qBKeoCMrZLbJVXkcgjkdlDEibLmzIvWhTWF7i9N/dWwaeIAfy9tmwJ3LgB5MqlVyuEaNtWN3e6fRuYPNns0Yi3JLAQ2LgR2LZNlwBnIrCwLyyIUrSo3gol/aFixn+3/0O3Dd3U8dgPx6J4uuJmD0nYiEGVB8Hd1R1br2zFpkubzB6OY5o4EVi7FvDw0HkVnK0Wgn8PXK2gkSOBJ0/MHpGQwEJwIsioLsRk4EyZzB6RiChuXzOS7adMAa5fN3tEjuWZ9zPUX14fPr4++Dz35+hY6m2pQyEAZEqcCd+V+E4d99nSR1Ytohs7gfbsqY9ZAapIEbNHJGwJK4Tlz6+7r48ZY/ZohAQWYsUK4NAhPQFkBBjC/tSsCVSsCHh7A4MHmz0ax8GLxPbr2uPCowvImCgjZn0+S/IqxDv6VOiDBO4JcPDWQaw4vcLs4TgOT0+gQQNd9YdVRdq3N3tEwta4uuquvsbKFnucCFNJYOHE2LHZyH1iJ+eUKc0ekYgsXusa26BmzwbOnjV7RI5hzpE5WHB8AVxjuWJRvUVIFjeZ2UMSNihl/JTo+kFXddxvSz+88Xtj9pDsH1d+uIeeXVuzZNHdtSWoFyH5/HOgdGmdwG0EGcI0Elg4sblz9QVo8uS6k7Owb2XLAp98ooumsLS3iJrT90+jw18d/Kv/lMtUzuwhCRvWrWw3JI+bHGcfnsW8o/PMHo79mzEDWLpUV6hYvBhIksTsEQlbxYDT2A88fboORoVpJLBwUuzUbCRqcwtUIilw4xDYz4KvscuWAYcPmz0a+/Xy9UuVV/HyzUvUyFYDPcu/3eMtRChYJYxbomjQtkF49eaV2UOyX8eP6z4FxKVYzkYLEZaqVYEaNfS2OaPXiTCFBBZO6tdfdeW+DBl00rZwDIUK6VLvJDkzkdd5fWecuHcCqeOnxh9f/KF6FQjxPt+V/A4ZEmXA9afXMe3gNLOHY5+8vID69fXsV+3aep+uEOFhrFrMnw+cOGH2aJyWvFs6oadPA55/DOzjxDF7RCI6MXmbuwf++UeXERYRs/TkUkw/PB2xEAsL6i5A6gSpzR6SsBNx3OJgYCU9W/rTzp9URTERQR07AmfOAOnS6f26LHsnRHiUKKGT/JmfYySQCquTZ6wTYsU+NlJjnyH2HBKOJXt2oE0bfczGh1L9MvwuPrqINv/Tvzxua6mWrZrZQxJ2pmWRlsiVPBcevHiA8XvHmz0c+8KZZlafYDCxcKFUFBERx46x/Pv5809g716zR+OUJLBwMvfvA+PG6WMWT+DMtnA8TN6OGxf491/gf/8zezT2gX0qGq5oiKfeT1E+U3nV+EyIiHJzcVPJ/jRu7zjc97pv9pDsw7lzQLt2+njAAKBSJbNHJOxR3rwBM6bcDywza1YngYWTYR7c8+dAsWJ6xVA4prRpA3If+/YFfH3NHpHt67Wpl+pDwJKyC+suVBeIQkTGl/m+RNE0RfHM5xlG7HpbB1qEjvkU7FfB/IrKlWUbi4ga7vF2d9d7gTduNHs0TkcCCyfCjsxTp+pj5ljI1lXH9uOPukIjc9gWLTJ7NLbtf2f/hwn/TlDHcz6fg4yJM5o9JGHHmOw/opoOKKYemIrrntfNHpJt694dOHIESJECWLBANz0TIrIyZQqoSiOrFlYnl5ZOltTLzsxcYf7wQ7NHI2Ja0qQ6uDB2Fvj4mD0i28SLvpZ/6qXzzqU749Pcn5o9JOEAPsz+ISplrgRvX28M3j7Y7OHYrpUrgSlT9PG8eTppW4ioYkCRIAFw6BCwYoXZo3EqElg4CRbZYE6csR1KGpg6h06dgDRpdL8g9psSQbFDcpOVTfDo5SOUSFcCo2qMMntIwkHEihXLf9Vi9pHZOPPgjNlDsj1XrgCtW+vjHj10eVkhogMT/43Ov9xa9+aN2SNyGhJYOFEyLzsyf/YZUKaM2aMR1hI/fkAXbhbL4BZmEWDwtsHYeW0nEronxOJ6i+Hu6m72kIQDKZOxDD7N9Sn8LH7ov/XtE1FobGTWqBHw5IlugMfunkJEJ/ZASZ4cOHtWly4WViGBhRPgSuDy5XqVQl67nc833wBZswJ37wKTJpk9Gtux6dIm1WuAZnw6A9mTZTd7SMIB/VT1J9UTZfmp5ao4gEDALDLL1iVODCxeDMSObfaIhKNJlCigU+ygQbpIgIhxElg4AeN51aQJUKCA2aMR1sbiGEOG6OPRo4HHj80ekfnuPr+LpiubwgIL2hZriwYFGpg9JOGgCqYuiMYFG6vjvlv6mj0c27B+vX4xot9/B7JkMXtEwlExiTtDBuDGDeDXX80ejVOIVGAxZcoUZMmSBXHixEHp0qWxf//+cH3f4sWL1b7TOnXqROZhRSRs3Qps2KAng5i8LZwTdxwULKh3HRjv586K21KarWqGu153USBVAUysNdHsIQkHN6TKEFW+eMPFDdh6eSuc2q1bQPPmARd9UvdcxKQ4cfRqhVEO8+lTs0fk8CIcWCxZsgRdu3bFwIEDcfjwYRQuXBg1a9bEvXv3wvy+K1euoHv37qhQoUJUxisigBXW2HmZ2rYFsmUze0TCLKzeaGyD+/ln4PZtOK1Ru0Zh46WNiOsWF0u+XIK4seOaPSTh4LIlzaZWxqj35t6wOGv5SzbUadpUd2otXDigW6sQMalFCyB3buDBA2D8eLNH4/AiHFiMHz8ebdq0QatWrZAvXz5MmzYN8eLFw6xZs0L9Hl9fXzRp0gSDBw9GNrm6tZo1a4B9+4B48aTfkAA++UQn7r98qRO5ndHua7v9k2infDQF+VLmM3tIwkn0q9hPBbP7bu7DmrNr4JQ4u8FldFaVWLJEzyYLEdPc3ALe9BjMMrAVthFY+Pj44NChQ6hevXrAD3BxUR/v3bs31O8bMmQIUqVKhdZGWbn38Pb2xtOnT4PcRMQnhthxmdiBmSVHhXNj8j5LDRNLz168CKfCkrKNVjSCr8UXTQo2QcsiuneFENaQNmFadP6gs3+uha+fL5zK9u0B+3G5150zyEJYC7fcFSsGPH8e8EYozA8sHjx4oFYfUqdOHeTz/PjOnTshfs+uXbvw+++/Y0YEiuiPGDECiRMn9r9lzChdcCNq4ULg5EndeZnlwYUgNkesWVOX9B44EE6DW09a/dkK159eR85kOfHrx7+qfC8hrKlH2R5IEicJTt4/iYXHF8JpcIa4cWNd85zbUpo1M3tEwtm4uOgcC5o6Fbh2zewROawYrQr17NkzNGvWTAUVKVKkCPf39e7dG56env6369evx+QwHQ47LLPTMvXqpTswC2EwXlsZfB47Bqfwy/5f1PYT9qlY+tVSJPRIaPaQhBNKGjcpepbrqY4HbhsIH18fODwjmGDSdp48wOTJZo9IOKsPPwQqV+a2GKlmYyuBBYMDV1dX3GVB/ED4cZoQ9tpcvHhRJW1/+umncHNzU7d58+ZhzZo16phfD4mHhwcSJUoU5CbCb/p03dA0bVqgY0ezRyNsDVeD69fXyf3GdjlHdujWIXTf0F0dj/twHIqkKWL2kIQT61S6E9IkSIPLTy5jxqHwr+TbLSbL/v0339h1XkWCBGaPSDirwPuB58wBzpwxe0QOKUKBhbu7O4oXL47Nmzf7f87Pz099XCaEds558uTB8ePHceTIEf/bZ599hipVqqhj2eIU/dhZedgwfcyOy0zcFiI45rGxUtTatcDu3XBYT72fosHyBnjt9xpf5PkCHUp2MHtIwsnFix0PAyrqJeWhO4bCy8cLDovVQ4zShBMnAoUKmT0i4ew++AD47DO9ksaLJGH+ViiWmuXWprlz5+L06dNo3749vLy8VJUoat68udrKROxzUaBAgSC3JEmSIGHChOqYgYqIXiwlygUlFt8KZ668cEK5cgFvn7Lqfd8Rq18yr6Ld2na4+PgiMifOjN8/+13yKoRNaF2stSpBy14qP+/7GQ6JTXMaNtQJXV99BXz7rdkjEiKgOhnfC5YvBw4eNHs0DifCgUWDBg0wduxYDBgwAEWKFFErD+vXr/dP6L527RpuO3ORfBM9ehTQ/IydliVuE2Fh8jZ3J+zcqRvhOppZ/83CohOL4BrLFYvqLVL724WwBcz1GVJ5iDoevXu0qljmUDhT8c03ek9u1qy6DJ0E9cJWFCgANGmij/v0MXs0DieWxQ469bDcLKtDMZFb8i1C17OnDiy42vzff7oIghBh6d5dl/UuUgQ4dMhx/mZO3juJkjNK4uWblxhZbSR6ltcJs0LYUgf4or8VxbG7x1RC98jqI+EwWE6WXbXZP4B7LUuVMntEQgR16ZIuJvD6NbBlC1ClitkjcpjrcAe5jBAsuPHLLwGrfI5ygShiFquGJUwIHDkCLFsGh/Di9QvUX15fBRU1s9dEj3JSb1nYHpdYLvip6k/qeNK+Sbj17BYcwtGjQJcu+njUKAkqhG3ifvG2bR17P7BJ5PLTgZJx2VG5bFng44/NHo2wF6wCzVULYh4bJ2/s3Q9//4BT90+pyjvzvpinLuCEsEUf5/wYZTOWVUHwsB1vq27YMzYfY8k5lvPkG5ERYAhhi/r10xVuWGRgzRqzR+Mw5B3XAVy4AMycqY9ZSU22soqI4Ht/ypTA+fPA7Nmwa4uOL8LM/2YiFmJhQd0FSBU/ldlDEiJULCYwopoufznj8AxcfBRyCXa70aEDcO4ckD69Lucpb0bClrFNwg8/BORa+PqaPSKHIIGFA2AzPBbeqF0bqFjR7NEIe8OtUEY/C/YM4sqXPbrw6ALartVL2/0q9kPVrFXNHpIQ71Uxc0XUzlEbb/zeYMC2t51N7dG8efrGfbjsvhmBprhCmObHH3UX4VOngAULzB6NQ5DAwgG2sy5aFJBbIURktGsHZMqkc3WmTIHd8X7jrfpVPPd5ri7UBlSy4ws04XSMXAuuuB29cxR2h43GmKxNgwbJDJewH0mS6Mo3RqlEHx+zR2T3JLCwc8ZMc4MGQNGiZo9G2CuWneX1gLGdztMTduXHjT/i8O3DSB43ORbWXQg3FzezhyREuBVNWxQN8jeABRb03fL2Rd1ecImTb0Dszlq1qpTvFPanY0cgbVpdHnn6dLNHY/cksLBju3YB69bpDspM3hYiKpo1A/Lm1f1QWILWXqw+sxqT9k9Sx3PrzEX6ROnNHpIQETa0ylDVc2Xd+XXYfW037Ea3bsCxYzpRa/58/YYkhD1hAjf3lNOwYboIgYg0CSzsFCujvW1wrjps58xp9oiEvWPJeb6m0vjxuoO7rbvmeQ1f//m1Ou5Wphs+ziUl0YR9ypk8J74uqv+We2/urTrH27wVK3TPCvrjDz3rK4Q94oVU9uz6je/nn80ejV2TwMJO/f23XrGIEycg0BYiqr74AihZUu9qGD4cNu2172s0WtEIj189Rqn0pTC8mo0PWIj3YG5QHLc42HltJ9ZfWA+bdvmyvhgj7lGvWdPsEQkRebFjA0OG6OMxY/TSvYgUCSzskJ9fwDbW77/Xlf2EiA6sDmkEFNOmAVevwmYN3DYQe67vQSKPRFhUbxHcXd3NHpIQUZIhUQZ8X/J7/1ULdue2SUxwbdhQJ2OVKSN7cYVj4N90oUL675rNHUWkSGBhh5Yu1dWg2FWdnZOFiE7VqwPVqulrByOh29ZsuLgBI3bp+v8zP52JbEmzmT0kIaJFr/K9VLB89O5RLD25FDZbNWT/fl1Rh2UJOdsrhL1jqWRjZm3SJF0mUUSYBBZ2hp2R2SGZevQAkic3e0TCERmvrSxLz/LetuTO8ztotqqZOm5XvB2+yv+V2UMSItokj5cc3ct0V8f9t/ZXW/5sCiuGjB2rj9lRM3Nms0ckRPT56COgXDng1StZiYskCSzszKxZutN2qlRA585mj0Y4qlKldL4Ft9316web4evniyYrm+Ce1z0USl0I42uON3tIQkS7zh90Rsp4KVXTx1n/zYLNuHkTaNEioERnnTpmj0iI6N8PzJrrNHOmvuASESKBhZ2VCzdyi3ixlyCB2SMSjowVorgyvGqV3vVgC7j9acvlLYgXOx6WfLkEcWPHNXtIQkS7hB4JVfd4GrJjCF6+fmn2kIA3b4DGjYGHD3XTJCa4CuGIKlTQKxf8m5fqOBEmgYUdmTxZb/njynPbtmaPRji6fPmA5s31sS30vNp5dadK2KapH01FnhR5zB6SEDHm2+LfInPizLj17BYm759s9nD0tpAdO/SM1pIluqumEI7qp5/0/5lDxKRWEW4SWNiJJ08CVucGD5bXdGEdTN52dwc2bwY2bTJvHA9fPETjlY1VlZxmhZqhRZG32zGEcFAebh4YVFlXTxi5eyQ8X3maN5itWwP2m//2mzROEo6vSBFdJcooViDCTQILO8FcuceP9Sxy06Zmj0Y4C66OtWsXsGphRs8uNgpr9Wcr3Hh6A7mS58LUj6dafxBCmIBBdN4UefHo5SOM3fM2Ydra7t0DmjTRT/6vv9bboYRwBtx7zk7yLFjAxmEiXCSwsANsBDlxYsC+d/6dC2EtnKyJHx84cEDnW1jbxH8n4n/n/gcPVw+VV5HAXZKLhHNwdXHFT1X1lowJ/07A3ed3rTsAVm/gfsjbt4G8eXUJTiGcBVfmjCaQvXubM7NmhySwsJOtfuyEzEo9UoRDWBsrkHXpElA0wNfXeo998NZB9NzUUx2zAlSRNEWs9+BC2IA6eeqozvJer73w0863+76tuVT+zz9AnDi6gRJnGIRwJkze5t8/Vyz+/tvs0dgFCSxs3JUrugMyMceCldCEsLbu3YFkyYDTp4E//rDOY3JPeYPlDfDa7zXq5a2H9iXaW+eBhbAhsWLFwvCqurHMtIPTcOXJFes88L//Buwt50pFgQLWeVwhbEn69Lq0srEfmKt4IkwSWNi4gQN1Uzx2Q65a1ezRCGeVOLFeCTb+Jr29Yz6vou3atrj0+BKyJMmCmZ/NVBdYQjijatmqoVrWairIHrRNJ3THKCb0MXGV5TYbNAC++SbmH1MIW9WzJ5Aoka4OxYpoIkwSWNiwkycDZoeNTshCmKVDBz15c+1awCpaTJlxeAaWnlwKNxc3LK63GEniJInZBxTCxo2opssC/nHsD5y6fyrmHoj7yLmv/OpVIHt2YPp0WSoXzi15cqBHD33cv7+e7RWhksDChnE/O1/j69YFSpY0ezTC2cWNG9AriHk/z57FzOMcv3scP6z/QR1zC0jpDKVj5oGEsCMl05dE3bx1Vcnlflt087wYMXWqrtIQOzaweLGeqRXC2XXurBMOL14EZs0yezQ2TQILG7VvH7B6te58zEpQQtiCVq2AHDmA+/cDKpVFJy8fL9RfXh+v3rxC7Ry10a1st+h/ECHs1LAqw+ASywWrzqzCvhv7ov8BjhwBunbVx6NHAyVKRP9jCGGP2BjSyDliGdoXL8wekc2SwMIGcZXC2M/OSn+s8ieELeAkptEna8wY4MGD6P35Hf/uiDMPziBdwnSYW2euuogSQmh5U+ZF88LN1XGfLX2i94dzCZL5FD4+wKefAj/oVUMhxFvffqubO926BUyebPZobJa8a9sgdjhmo1N2PGbnYyFsSf36uikpr0NGjoy+nzv/2HzMPjJbBRML6i5Ayvgpo++HC+EgBlUaBHdXd2y5vAWbLm2Kvtms774Dzp0DMmQAZs+WvAohgvPwAAYP1sd883vyxOwR2SQJLGwMX99Z0Yzat9fBsRC2hNvzjGICnLS5cSPqP/Pcw3Not1a3+B5QcQAqZ6kc9R8qhAPKnCSzf+nlPpv7qApqUTZ3LjB/vu6+umiRTlYVQryraVMgXz5dOY19XsQ7JLCwMStXAgcP6j5ERoAhhK2pVQuoUEGXneV206hgPgX7VbABGAOKfhVjMDFVCAfQp0IfxI8dHwduHVD5FlHC5jQs+UacjS1fPlrGKIRDYvBtJL5OmADcvWv2iGyOBBY2hCXDjdwg5s+xAIEQtoi7JNiwkVgggzsoIqv7hu44cucIUsRLobZAubq4Rts4hXBEqeKnQtcyOsm675a+eOP3JnI/6OVLvbeRiajVqgG9ekXvQIVwRHXqAKVK6eeNVNd5hwQWNmTePODsWb0K3U2K4QgbV64c8MkngK+vLu0dGStPr8SUA1PU8bw681TSthDi/bqV6YZkcZOpYgd/HH3b8CiiunQBTpzQs1jGVighRPhn1n77Dbh82ewR2RQJLGzEq1cBidqsCMVOx0LYOvaz4Gvs0qXA4cMR+94rT66g9ZrW6rhH2R6onbN2zAxSCAeUOE5i9Cmv98sO2j5IbSmMED5peVHEJzCDijRpYmagQjiiqlWB6tV1szypshP1wGLKlCnIkiUL4sSJg9KlS2P//v2h3nfGjBmoUKECkiZNqm7Vq1cP8/7Oip2Mr1/XnY1ZnEMIe1CoENCokT42tvGFx2vf12i0ohGevHqC0ulL46eqP8XYGIVwVN+V/A7pE6bHNc9rmHZwWvi/8dIloE2bgJmsGjVibIxCOCyjiskffwAnT5o9GvsNLJYsWYKuXbti4MCBOHz4MAoXLoyaNWvi3r17Id5/27ZtaNSoEbZu3Yq9e/ciY8aM+PDDD3Hz5s3oGL9DYNlOzvwSA192OBbCXjB5280NWL8e2L49fN/DzsH/3vgXiT0SY/GXixHbNXZMD1MIhxM3dlwMrDRQHf+08yc88372/m9inwr2q3j6VO9nNMpnCiEipmRJoF49Xc6znxQdMcSyRLBWHVcoSpYsiclvm4P4+fmpYKFjx47oFY7EL19fX7Vywe9vzu5v4fD06VMkTpwYnp6eSJQoERwNX9cZUOTKpYNeXqQJYU+4yvbrr0CZMsDu3WGXwF9/YT1qL9DbnpZ/tRz18tWz3kCFcDBM3M43JR/OPzqPwZUHY0ClAWF/AyuDsJpN0qS603amTNYaqhCOh1XVChTgxTCwdy/wwQdwRBG5Do/QioWPjw8OHTqktjP5/wAXF/UxVyPC48WLF3j9+jWSJUsW6n28vb3VPyLwzVGxc/G4cfqYHY0lqBD2iMnbXGnjy8DataHf79azW2i+Sk8ofFfiOwkqhIgiNxc3DK0yVB2P3TMWD148CP3O//ufDipozhwJKoSIqrx5gRYt9DF7BFiioa+MnYtQYPHgwQO14pA6deogn+fHd+7cCdfP6NmzJ9KlSxckOAluxIgRKjIyblwRcVQsLMCtUEWLAl9+afZohIictGmBTp0Cci04eROcr58vmq5sivsv7qNw6sIYV/NtRC2EiJKv8n+FommK4pnPM4zY+bZaTXDsZNmypT7+4Qfgs8+sOkYhHBa3nLi7A1u3Aps2wdlZtSrUyJEjsXjxYqxatUolfoemd+/earnFuF1nVrMD4j9rypSAAIMdjYWwVz17AkmSAMeP6+a9wXEP+NYrW1VjryVfLkEct9BfA4QQ4ecSywXDq+lEUpZvvu55/d0mSayy8OgRUKwYMGqUOQMVwhFx5c+outNHVi0idCmbIkUKuLq64m6wToP8OM17StWNHTtWBRYbNmxAIZaSCYOHh4fawxX45qhJr+xcXKkS8OGHZo9GiKjhlu0ff9THAwboHFHD9ivbMXi7ThL99eNfkTtFbpNGKYRjqpm9JipmrghvX28M2T7k3US+XbuAhAlZgYVvsmYNUwjHxIAiQQLg4EFg5Uo4swgFFu7u7ihevDg2b97s/zkmb/PjMszaDMXo0aMxdOhQrF+/HiVKlIjaiB0EG+HNnh2wWhFWsqsQ9oLbobhTktUsZ87Un7vvdR+NVzaGn8UPLQq3QLPCzcwephAOJ1asWBhRTW+DmnVkFs4+OKu/wK0ZRtnB6dOBHDlMHKUQDiplSl0YwdgPzFVCJxXhzTcsNcveFHPnzsXp06fRvn17eHl5oVWrVurrrPTErUyGUaNGoX///pg1a5bqfcFcDN6eP38OZ092ZcfiTz/VlXSEcATx4wd04WYxgmfP/dBidQuVtJ0nRR5M/khXkxNCRL+yGcvi01yfqiC+/9b+3E4ANG2qt2Z88w3QsKHZQxTCcXXrBiRPrmeO582Ds4pwuVliqdgxY8aoAKFIkSKYNGmSKkNLlStXVgHEHFacANTx1atX3/kZ7IMxKJzdCh2t3Cw7FBcvrlcpjh4FChY0e0RCRB9ugcqTB7h8Gag9dCz+9u0BD1cP7G+zH4VSh70NUggRNcfvHkfhaYUBPwuebCuNRDv2AfnzA2xMGy+e2cMTwrGNH68DDBYdOncOCCOf2J5E5Do8UoGFtTlaYFGrFvDPP3oiiQ0bhXA08+cDzXrtA74uD7i+wbSPp+HbEt+aPSwhnAKrr2WcugAjuGuZdaC57ztfPrOHJYTje/UKyJlTV2FjaefOneEIYqyPhYi6bdt0UMF+FdLwVDiq2l88QezGDVVQkcf3K7Qt3tbsIQnhNEbF/QxDt+rjMwM7SFAhhLXEicMtOfqYuU3sJ+BkJLCwIq4NGeknbdsC2bKZPSIhoh8XQb9d9w1ex78CPM6KK5Nm4M4dqU4ghFU8eoT033aHmx+woCDQKvlO9ZwUQlhJy5ZArly6AzK3RjkZCSysiE1P//1Xr0z362f2aISIGdMOTsOK0ysQ2yU2Cp5ZgleeiTFsmNmjEsIJMIBgIZXr1/EmW1Z0qRMH/97ch/+d+5/ZIxPCebi56eolNG4ccP8+nIkEFlbCClAsc2w0PWWnYiEczdE7R9Hlny7qeGT1kZjUq6R/lcuLF00enBCO7pdfgDVrVBdgt2XL0bqi3t/dd0tf1fleCGElX34JFC2qt0Kxp4ATkcDCShYuBE6e1J2JjSZiQjiS5z7PUX95fdWg6+OcH6PLB11QuTJQs6Yu6W1sOxVCxIBDh4AePfTx2LGqw/aP5X5EkjhJcOLeCSw6scjsEQrhPFxcAgKKqVPVKqKzkMDCSuU3jYuqnj11h2IhHE2Hvzrg3MNzSJ8wPebUmaMadtHw4QHB9fHj5o5RCIf09CnQoIF+s6lTB/j+e/XppHGT4seyeiZrwNYB8PH1MXmgQjiRDz8EKlUCvL2dqlqPBBZWMGOGrumfJo3uTCyEo5l3dJ66ucRywaJ6i5AiXgr/rxUrBnz1ld7+zYakQohoxCdWu3Z6r2GmTMDvv+smSW91Kt0JaRKkweUnlzHj0AxThyqEU4kVK2DVYvZs4MwZOAMJLGKYl1dADg87Ekt/IuFozj44i+/WfaeOB1UahAqZK7xzHz4HXF11AYPdu00YpBCOatYsYNEi/QTj/5MlC/Ll+O7x0b9if3U8dMdQePl4mTRQIZxQmTLAp58Cfn76ItAJSGARw37+Gbh7F8iaFfjmG7NHI0T0evn6pcqr8HrthapZq6JPhbcVCoLJnVtX4CMWMZDql0JEAybudeyoj1l6rWzZEO/2TbFvkDVJVtz1uotJ+yZZd4xCOLufftKrF8uX61woByeBRQx69AgYPVofDxmiCnUI4VC6beiGY3ePIWW8lJj/xXy4uriGel/mGXl4ADt26CaRQogoePFC51W8fKkrJIRRFcTd1R1DqgxRx6N2j8Kjl4+sOFAhnFzBgkDjxvrYKA/qwCSwiEGjRgGenkCBAkCjRmaPRojoteLUCvx68Fd1/McXfyBtwrBrKGfMCHToEPDaypVhIUQksW45VyyYvDdvnq5CE4ZGBRqhYKqC8PT2xOjdb2e8hBDWMWSI7m+xYQOwdSscmQQWMeTWLWDS2xVnVsXh9lchHMXlx5fRek1rddyzXE/UzFEzXN/HzvMJEwL//QcsWxbDgxTCUS1eDMycqbdXzJ8PpEr13m/hauJPVX9Sx9wOdfvZbSsMVAihZMsGtG0b8EbowPuBJbCIIUxWffVK5+188onZoxEi+rBkZcMVDdXM5wcZPsDQKm+rE4RDihRAt276mHlsr1/H3DiFcEgXLgBt2ujjfv2AatXC/a2f5PoEZTKUwcs3L1UitxDCivr1A+LGBfbt040sHZQEFjGAVf84mUQjRwap/CeE3eu7uS/239yvGm8trrcYsV1jR+j7u3bVAcb588CcOTE2TCEcD+vhM6/i+XOgQgVgwIAIfTt7y4yopstfzjg8AxcfXYyhgQoh3pE2LdC5sz5m7XVfXzgiCSxiAF/r2Wm4Vi2gYkWzRyNE9Pnr/F8Yu3esOp79+WxkTpI5wj+DW6GMfhbsGcTcUyFEOLDD6uHDQPLkuuMk92xHUKUslVArRy288XuDAdsiFpgIIaKoRw8gSRKdH8XnsAOSwCKaHT0a8LdidBwWwhHcfHoTzVc1V8ffl/wedfLUifTPYj8vJnPfvAlMnRqNgxTCUf35p65fTnPnAhkyRPpHDa+q35wWHV+kqroJIawkaVI9QWCUSvTxgaORwCKaGTOx9esDRYuaPRohooevny+arGyChy8fomiaohjz4Zgo/bw4cYBBg/QxG5OyepoQIhTXrgGtWgXsJfz44yj9uKJpi6J+/vqwwIK+W96+aQkhrKNTJ13N7fJlYMYMOBoJLKIROwqvW6crQBndtoVwBEz03H51OxK4J8CSL5cgjlucKP/M5s2BPHmAhw+BceOiZZhCOB5WOGC98sePgZIldSQeDVh0wTWWK9aeW4vd13ZHy88UQoRDvHgB+VG8WPTygiORwCKasHJYr176+OuvgVy5zB6RENFj6+WtGLJdN9f67ZPfkDN5zmj5udwezmbBNH48cO9etPxYIRwLt0vs2QMkSqTLzEZTp9VcyXOhVRG9CtJ7c29YHLj8pRA2p3VrXYL27t2ALY4OQgKLaPL338CuXbqzcAQLdQhhs+553VNboLhl4usiX6NxwbfdQ6NJ3bpAiRJ6wkZykoQIZuNGXVqQWGqQFyLRaGDlgfBw9cDOazux/sL6aP3ZQogwcIKATfNo9Gjg0SM4CgksogE7CBtd2jt2jFJOnRA2w8/ihxarW+D289vImyIvJtV+2/ExGrEUs7Gz49dfgatXo/0hhLBPd+4ATZvq5fBvvwW++iraHyJDogz4vtT36rjPlj7qOS+EsJJGjYBChXSSIYMLByGBRTRYulRXg+JKtbEdSgh7N3bPWDWLyXyKpV8tRXz3+DHyONWrA1Wr6uIYLD8rhNNjfXsGFdwfWLAgMGFCjD1Ur/K9kNA9IY7cOYJlJ5fF2OMIIYJxcQF++kkfT5oE3LoFRyCBRTTk1bGDMHXvrsuLC2Hv/r3xr3+1mEm1JqFAqgIx+njGNihW0Tx9OkYfSgjbx+1PmzfrJE/OXLFbbwxJES8Fupftro77be2H176vY+yxhBDBsMJb2bK6oZODVP2RwCKKZs0CLlwAUqYMaKgohD17/PIxGi5vqBpoNSzQEN8U+ybGH7N0aaBOHb2tsF+/GH84IWwXk/WMRL0pU3TptBjW5YMuSBkvJS48uoDZR2bH+OMJIULYD8w8qosXYe8ksIgCBphG7g0vhthRWAh7xsowrde0xlXPq8ieNLuqAhWLL3xWwApRXBleuRI4cMAqDymEbWHtZe67ZoTdrBnQooVVHjahR0L0raBXKAdvH4yXr19a5XGFEAAqVgRq1wbevHGI6j8SWETB5Ml6S1zmzDq3Tgh7N/XAVKw6swqxXWJj8ZeLkcgjkdUeO39+fS1FRjEEIZwGk7RbtgRu3ND1ytmS3kpBPbUr0Q6ZEmfCrWe3MOXAFKs9rhACAbkWixYBx47BnklgEUlPngSsXrGDMMvMCmHPmLzZdUNXdTymxhiUSFfC6mPgcyl2bGDTJr3FXAinwVr2a9fqN5MlS4AECaz68B5uHhhUaZA6HrFrBDxfeVr18YVwakWLAg0a6AmGvnr10F5JYBFJY8fqRqh58wbMsgphr555P0P9ZfXh4+uDz3J/hk6lO5kyjixZgHbtAlYtpGeXcAoHDwI//hjQLbJIEVOG0axwM1Va+tHLR6oqnBDCioYOBVxd9QTD7t2wVxJYRAIbJU6cGLB6xb8DIew5r+K7v77D+UfnkTFRRsz+fLbV8ipCwsma+PGB/fuB1atNG4YQ1sEa9pypZInBevWA9u1NG4qbixuGVR2mjif8OwF3n981bSxCOJ2cOXVHburd225n1iSwiAQGE+wUXKqUrmQjhL3nVcw/Nh+usVyxqN4iJIubzNTxpE4NdOkSEGSwpL8QDonNW1q1Ai5d0sl6rApjYlBPX+T5AiXTlYTXay8M3/m2DrQQwjoGDADixAF27gTWr4c9ksAigq5cAaZNC6i9b/J7gBCRxnKyXdZ3wfd/6867Q6oMQblM5WAL2BMmWTLd0+KPP8wejRAxtPRdrRqwahXg5gYsXgwkSWL2qNRq5fBqOqCYdmgarj65avaQhHAe6dMD338fsB+YFeKcIbCYMmUKsmTJgjhx4qB06dLYzz0LYVi2bBny5Mmj7l+wYEH89ddfsFcDB+oVa74f8CaEPXr44iFqza+Fifv0nr7+FfurDry2InHigC72fM55e5s9IiGiOaeiRAndsyJRIuDPP4EPPoCtqJ6tOqplraZyrgZt1wndQggr6dVLvy4cOaIbZDp6YLFkyRJ07doVAwcOxOHDh1G4cGHUrFkT9+7dC/H+e/bsQaNGjdC6dWv8999/qFOnjrqdOHEC9ubkyYDZU6MilBD25sS9Eyg1sxQ2X96M+LHjY/lXy9VqhUss21rA5KRNunTAtWvAb7+ZPRohosmCBUCFCrqsbO7cOpnoo49ga4xVi3lH5+HU/VNmD0cI55E8OdCjhz7u31/PZtuRWBZmbkYAVyhKliyJyWziAK7S+CFjxozo2LEjehlTjIE0aNAAXl5eWMss97c++OADFClSBNOMPUXv8fTpUyROnBienp5IxCjOJF98oZNJ69YFVqwwbRhCRNrK0yvRfFVztX86a5Ks+LPhnyiYuiBsFQMKVoliZ3s2JJUmlMJuMVmI75EsKUgMJhYu1MtzNqrukrqqrw3zLlY2WGn2cIRwHs+fA9mzA5y05xth27amDici1+FuEfnBPj4+OHToEHozW/0tFxcXVK9eHXv37g3xe/h5rnAExhWO1XZW7mXt9OW4v+ceyqcG2lYBjklgIezMvhv7MPfoPLCQZfF0xTAk/xAkPu8JnN8FW9U6N7A1PXDjJjDra6BKFbNHJEQkcALuj+FIuv8f9eH1pr1x9ZuhwHHbLin4ReJh+BN/quBi4PKFSB0nk9lDEsJpFPy8ESrM+BnPe/fFyRKVUbpYLtiDCAUWDx48gK+vL1KzbEsg/PjMmTMhfs+dO3dCvD8/Hxpvb291CxwpmYlrOskGt8aue2/H0dHU4QgRKYUAtPH/6DDw0yewhxeoxcYHy9/ehLBTLxAXrTAbS+c3AObDDuQDPm8OFJ2DISebmD0YIZyKe2rgbGIgy6MHONqrE0pvsI8qUREKLKxlxIgRGDx4MGwFt7c9SpwE5168VF2BhbBHLrFiIWmcpEjkYd52wsiwvC2g8/Kl2SMRIvLuu6XFTyl/xmmPIsgJ+/Hm8jDcTn8evnFCzqMUQsTce9/QD55i+M4H8E2aEvYiQoFFihQp4Orqirt8lw+EH6dJkybE7+HnI3J/4larwNunuGLBPA6zuLsDn5y6qvoY2fB2WCEcEis6h/5qIYR9yArgT9ij9ABsd7ukEA6fm/XyJdonSAB7EaEyMO7u7ihevDg2b97s/zkmb/PjMmXKhPg9/Hzg+9PGjRtDvT95eHio5JDAN1sgQYUQQgghhLAKV1fAjoKKSG2F4kpCixYtUKJECZQqVQoTJ05UVZ9asXsogObNmyN9+vRqOxP98MMPqFSpEsaNG4ePP/4YixcvxsGDBzF9+vTo/9cIIYQQQggh7COwYPnY+/fvY8CAASoBm2Vj169f75+gfe3aNVUpylC2bFksXLgQ/fr1Q58+fZAzZ05VEapAgQLR+y8RQgghhBBC2E8fCzPYSh8LIYQQQgghnMnTCFyH21arXSGEEEIIIYRdksBCCCGEEEIIEWUSWAghhBBCCCEcs0FecEYaiNkduIUQQgghhHAmT99ef4cnLdsuAotnz56p/5vZJE8IIYQQQghn9ezZM5XEbfdVodiE79atW0iYMCFixWIfXuszun9fv35dKlPZITl/9k3On32T82ff5PzZNzl/9uupjZw7hgoMKtKlSxekpYTdrljwH5EhQwbYAlvqBC4iTs6ffZPzZ9/k/Nk3OX/2Tc6f/UpkA+fufSsVBkneFkIIIYQQQkSZBBZCCCGEEEKIKJPAIpw8PDwwcOBA9X9hf+T82Tc5f/ZNzp99k/Nn3+T82S8POzx3dpG8LYQQQgghhLBtsmIhhBBCCCGEiDIJLIQQQgghhBBRJoGFEEIIIYQQIsoksBBCCCGEEEJEmQQW4TRlyhRkyZIFceLEQenSpbF//36zh+R0Bg0apDqvB77lyZPH/+uvXr1Chw4dkDx5ciRIkAD16tXD3bt3g/yMa9eu4eOPP0a8ePGQKlUq9OjRA2/evAlyn23btqFYsWKqCkOOHDkwZ84cq/0bHcmOHTvw6aefqk6dPFerV68O8nXWjRgwYADSpk2LuHHjonr16jh//nyQ+zx69AhNmjRRjYGSJEmC1q1b4/nz50Huc+zYMVSoUEE9N9mhdPTo0e+MZdmyZepvhfcpWLAg/vrrrxj6VzvHuWvZsuU7z8VatWoFuY+cO/OMGDECJUuWRMKECdXrXJ06dXD27Nkg97Hm66W8f0b/+atcufI7z8F27doFuY+cP3P8+uuvKFSokH9TuzJlyuDvv/92nuceq0KJsC1evNji7u5umTVrluXkyZOWNm3aWJIkSWK5e/eu2UNzKgMHDrTkz5/fcvv2bf/b/fv3/b/erl07S8aMGS2bN2+2HDx40PLBBx9YypYt6//1N2/eWAoUKGCpXr265b///rP89ddflhQpUlh69+7tf59Lly5Z4sWLZ+natavl1KlTll9++cXi6upqWb9+vdX/vfaOv9++fftaVq5cycpzllWrVgX5+siRIy2JEye2rF692nL06FHLZ599ZsmaNavl5cuX/vepVauWpXDhwpZ///3XsnPnTkuOHDksjRo18v+6p6enJXXq1JYmTZpYTpw4YVm0aJElbty4lt9++83/Prt371bncPTo0eqc9uvXzxI7dmzL8ePHrfSbcLxz16JFC3VuAj8XHz16FOQ+cu7MU7NmTcvs2bPV7/XIkSOWjz76yJIpUybL8+fPrf56Ke+fMXP+KlWqpH6XgZ+DfE4Z5PyZZ82aNZZ169ZZzp07Zzl79qylT58+6nWL59MZnnsSWIRDqVKlLB06dPD/2NfX15IuXTrLiBEjTB2XMwYWvFAJyZMnT9QTd9myZf6fO336tLoo2rt3r/qYT04XFxfLnTt3/O/z66+/WhIlSmTx9vZWH//4448qeAmsQYMG6oVeRF7wi1M/Pz9LmjRpLGPGjAlyDj08PNQFJvHFkt934MAB//v8/fffllixYllu3rypPp46daoladKk/uePevbsacmdO7f/x/Xr17d8/PHHQcZTunRpy7fffhtD/1rHElpg8fnnn4f6PXLubMu9e/fU+di+fbvVXy/l/TP6z58RWPzwww+hfo+cP9uSNGlSy8yZM53iuSdbod7Dx8cHhw4dUts0DC4uLurjvXv3mjo2Z8StMtyekS1bNrXNgsuFxHP0+vXrIOeJ2ycyZcrkf574f26lSJ06tf99atasiadPn+LkyZP+9wn8M4z7yLmOXpcvX8adO3eC/K4TJ06slmoDny9uoSlRooT/fXh/Pv/27dvnf5+KFSvC3d09yPnitoHHjx/730fOafTjMjyX6HPnzo327dvj4cOH/l+Tc2dbPD091f+TJUtm1ddLef+MmfNnWLBgAVKkSIECBQqgd+/eePHihf/X5PzZBl9fXyxevBheXl5qS5QzPPfcYvSnO4AHDx6oP4zAJ5j48ZkzZ0wblzPiRSf3EPJC5vbt2xg8eLDan33ixAl1kcoLFF7MBD9P/Brx/yGdR+NrYd2HT+iXL1+qXAARdcbvO6TfdeBzwQvXwNzc3NSba+D7ZM2a9Z2fYXwtadKkoZ5T42eIiGM+Rd26ddXv/uLFi+jTpw9q166t3rBcXV3l3NkQPz8/dO7cGeXKlVMXoGSt10sGiPL+Gf3njxo3bozMmTOriTbmKvXs2VMF5StXrlRfl/NnruPHj6tAgvkUzKNYtWoV8uXLhyNHjjj8c08CC2E3eOFiYGIUAw2+sC5dulQu+IWwooYNG/ofc2aNz8fs2bOrVYxq1aqZOjYRFJNEOfmya9cus4ciovH8tW3bNshzkEUw+NxjoM/nojBX7ty5VRDB1ably5ejRYsW2L59O5yBbIV6Dy4zcgYueMY+P06TJo1p4xJQEX+uXLlw4cIFdS649PfkyZNQzxP/H9J5NL4W1n1Y2UGCl+hj/L7Del7x//fu3QvydVbFYLWh6Din8vyNPtyayNdKPhdJzp1t+P7777F27Vps3boVGTJk8P+8tV4v5f0zZs5fSDjRRoGfg3L+zOPu7q4qNRUvXlxV+SpcuDB+/vlnp3juSWARjj8O/mFs3rw5yNIkP+YylzAPS1dydoYzNTxHsWPHDnKeuCzMHAzjPPH/XJ4MfMGzceNG9UTkEqVxn8A/w7iPnOvoxS0wfHEL/LvmEi733wc+X3zx5T5Rw5YtW9Tzz3gT5X1YGpV7VgOfL84WcSuNcR85pzHrxo0bKseCz0WSc2cu5tzzopTbL/h7D77lzFqvl/L+GTPnLyScHafAz0E5f7bDz88P3t7ezvHci9HUcAfBkl2sVjNnzhxV7aRt27aqZFfgjH0R87p162bZtm2b5fLly6oMJUuxsQQbK2YYJdxYkm/Lli2qhFuZMmXULXgJtw8//FCV8GNZtpQpU4ZYwq1Hjx6qUsOUKVOk3GwkPXv2TJXK440vNePHj1fHV69e9bsZHq4AAIM4SURBVC83y+fRn3/+aTl27JiqMhRSudmiRYta9u3bZ9m1a5clZ86cQUqWssIGS5Y2a9ZMlfLjc5XnL3jJUjc3N8vYsWPVOWV1MSlZGvlzx691795dVTDhc3HTpk2WYsWKqXPz6tUr/58h58487du3V6Wc+XoZuBzpixcv/O9jrddLef+M/vN34cIFy5AhQ9R543OQr6HZsmWzVKxY0f9nyPkzT69evVQFL54bvrfxY1bE27Bhg1M89ySwCCfWCOYfAmsCs4QXa7ML62IptbRp06pzkD59evUxX2ANvCD97rvvVFk3PuG++OIL9WIc2JUrVyy1a9dW9fIZlDBYef36dZD7bN261VKkSBH1OHyxZj1xEXH8PfKiNPiNpUqNkrP9+/dXF5d88atWrZqq+R3Yw4cP1cVoggQJVKm9Vq1aqQvbwNgDo3z58upn8O+CAUtwS5cuteTKlUudU5boY41xEblzx4sbvuHxjY4X+ZkzZ1b10YO/Wcm5M09I5463wK9l1ny9lPfP6D1/165dU0FEsmTJ1HOHPWJ4gRm4jwXJ+TPH119/rV4X+fvi6yTf24ygwhmee7H4n5hdExFCCCGEEEI4OsmxEEIIIYQQQkSZBBZCCCGEEEKIKJPAQgghhBBCCBFlElgIIYQQQgghokwCCyGEEEIIIUSUSWAhhBBCCCGEiDIJLIQQQgghhBBRJoGFEEIIIYQQIsoksBBCCCGEEEJEmQQWQgghhBBCiCiTwEIIIYQQQggRZRJYCCGEEEIIIaJMAgshhBBCCCFElElgIYQQQgghhIgyCSyEEEIIIYQQUSaBhRBCCCGEECLKJLAQQgghhBBCRJkEFkIIIYQw3ZUrVxArVizMmTPH7KEIISJJAgshnFjLli2RIEECs4chhLAzn332GeLFi4dnz56Fep8mTZrA3d0dDx8+tOrYhBDmkcBCCCfDN/lJkybhq6++wt9//42XL1+iVq1a6N27N/777z+zhyeEsAMMGvjasWrVqhC//uLFC/z555/qtSV58uRWH58QwhwSWAjhRBYvXowsWbLghx9+wMGDBxE7dmy19YDBxrhx41CsWDG1iuHj42P2UIUQNr5ikTBhQixcuDDErzOo8PLyUgGIEMJ5SGAhhJPYvXs3mjZtijRp0qjjy5cvo3r16ogTJw4OHDiAW7duoVGjRpg7dy66dOmivsdisahA5PPPP3/n57169QqJEyfGt99+qz7etm2bClKWL1/+zn253YoBi4F7qHlf7qk2nDx5EkmTJsUnn3yCN2/eBLkfg6DAHjx4oD4/aNCgIJ8P6XNjxoxRn69cubL/54yx8v+BffzxxyH+jOCM7w/tFtK/dceOHep3xdnbRIkSoXnz5nj8+HGQn8vfdeDvpWXLlqnv59eC70UfO3bsO2MrUKBAkH8rg8QBAwagePHi6nzFjx8fFSpUwNatW0P8txnjDX4L/PiBhfY7CHxuaf78+WoMcePGRbJkydCwYUNcv349yDgrVaqEbNmy4f79+/6f57ngzwuM/243Nzf89ddf/p/jv5n/9uB435DGM3XqVOTPnx8eHh5Ily4dOnTogCdPnrzz/fv27cNHH32k/jb5uytUqBB+/vln9TWeq7D+DgI/bnjPbViM8x6e37fxOwnpvsFzGH799Vf1u+PWpsD3C+m5bOB5rFu3LjZv3ox79+6983UGHAw8GIA8evQI3bt3R8GCBdVrAf/+a9eujaNHj77338x/Q+C/ZwN/l8F/b35+fpg4caI6r3xdS506tXrOBX+eCSFijlsM/mwhhA0ZOXKkeuPlqgUv8IJLkSIF5s2bh1OnTuG3337DwIEDkSpVKhWMjB49Wl0c8ILQ8L///Q9Pnz5VX48qXmByy0SePHmwdOlSddEYHXihOGLEiHDdlxf+gS9Uw6NTp04oWbJkkM998803Id73+++/R5IkSdSF8tmzZ9XF3NWrV/2DlJAwwOrbty+igudo5syZKmhs06aN2hP/+++/o2bNmti/fz+KFCkS4vcNGTIEWbNmVcdczQrr4uyLL75QF5m0c+dOTJ8+PcjXf/rpJ/Tv3x/169dXvx8GDr/88gsqVqyott/x98K9+CtXrsQHH3ygfh4vWHnRH9JMeM+ePdUFJC/4I4PnYPDgwSqwbt++vf/5YIDNoJsrebRx40YV6KZNm1at8jEoP336NNauXas+5kUrf4ahWbNmQX4XlDJlymg/tzyXxr+df7OLFi0K9b58ThmPw4DcmDQwLFmyBN999526eO/YsaMKnvhvHD58+HvHwdUITkTwOcu/bwNfK/755x81TgYgnDRYvXq12n7Jv6m7d++q1xgGkny9YWAXHXg+GDS1atVKPTc5eTJ58mT1Nxb4vAohYo4EFkI4iT179iBTpkwhBhUGXtBzhpEzibzo5EUVZ9Z5YciLh3bt2gWZgeaMYfny5aM0Ll6wMqjgBQ0v2DhrGl0YVPBiIqx/s+HHH39Us6jMOwkvzvx/+eWXQT4X+HcUGC+cebFsXNxkzpxZPSYDNP7OQzJjxgxcu3YNVapUwaVLlxAZnGnnbDYf38AAgxecvLhnkBHY69ev1f954Wr83hiMhhRYGCtLDE6MAJOfCxxYMHhikDps2DD06dPH//O8+C5atKhaOTA+z9WcdevWqeCCAcgff/wR5PGOHDmiLmYZDPAiODIY1PDv4sMPP1Tn2sVFL9zz98GLY/5d88LU19dXXagyqODjMvgxcCWPypQpo26BAwuuaIQn2I7MuTXODc+L8Rh37twJNbDgueD4jfvy7yB4YMFAjf82/i44y08MdsMTWFStWlX9fK5OBA4suBLDsRrboLhSce7cOf/ftfG74u+cf38MOqNq165dKoBesGABGjdu7P95/n75+sIxBf68ECJmyFYoIZwEZ6q5AvE+3D5gzHRTrly5ULp0afWGHXhGkhcivHAIPtvOx+HMaOBbaLidihfVvNhbv359tCZ53rx5U10486LlfZWvOFPO2Wqu6sSUtm3bBpkx5cVx8O08wZNfuWrACzYGhKHdJ/jvmhfEgbm6uvoHFVyx4rnjBWeJEiVw+PDhEM8JGReZYTFycUJaWQj8u+XjcrUi8Dg5+58zZ853tmTx723FihXq743BiOH27dv49NNP1YW8sRUpOP7bg/8++DsKbNOmTWrcnTt3DnKhy2CLW3QY2BBnuTnjzfsFDiootBWm8ArPuQ1JRM4N8d8Z1rkxnq8M5sP7M4P/bXFL2969e4NsxWKgwdeRatWqqY85BuN3zXPEnC4+J3Pnzh3i32BkMHDgVr8aNWoEOf8MwvhYoW39E0JELwkshHAS3G5w8eLF997vwoUL6v/p06f3/xxXLbiVgLPPgWckOesY3Ndff622fwS+MYkzJJwZ5kwjL26M2e/owlly/puNHJDQ8EKHM+YMkjjbHFN4ER0YL3Y42xvS3ngaP368upAMPMsf0r8x+O/6zJkz79yP21X4b+PFI4M33o8X0J6enu/c1wgEeZH2PkZOQliB2/nz59UMP//9wcfKLTch7c9noMnvYW6IcaHPPJ8bN26EeH8D/+3BH4O/o8CMv2Fe1AbG4Iv5HcbXjedKSHkbURWecxuSiJwb4/y8L6hmoMb8Km4P4woKHyOkv4vQGKsSRhI3zxG3wzHgYOBBDCwnTJig/gYYZHDbJc/NsWPHIvRYYeHfGX8WJ0+C/w08f/48zL8bIUT0ka1QQjgJbmuaMmWK2nrQunXrEO/Dvc+8COWbMbejGHiRwC0UnEXmxRC3i3DGO/jFGfFikFuEAuNMc0g4W8mtGJy55Yz+li1bEB14wcq91hzn+/ZV8/fBi3vuCbcVvLhj0jlLAAfOawmOvzPuWw+MM++B8XfARNc6deqgR48e6sKLF3zcDhRSoMnfBX9n4dn3zm04xNWH0PCikjP8XOEyLjQDC37hy4vArl27qv35DLx4EW6Mi38r9erVUytRXEkIjlvzuMUoMAbBwXM+7OHchiRwInh48PwwlyYsfF4zx2To0KEq7ySiuCLALU3cjsXXBv6fQWHgalDcVsWVQ0468HH47+YKBs8h/z7Cwr8dY+tZYMFX5vhz+LcdeGU1sNByXYQQ0UsCCyGcRL9+/VQCJbfgcGaX+42NN2fOVHL/P4MC7qXn7GPgLRS8EGDFJL5p84KBqxdMng0J91MHTmilkC4oiXuiuRWKX2fgE1bQExG8aOO+/wYNGrx3Swovppi8ypyHmMQZVe73DnwBze09ISUgcwsQK+owQTgsnAEO/rtmrkpgrOzDmXhuSQq8hSf4TL6BFbhYdjjwNqHQMPGW8ubNG+p9smfPri4MmbTLbU7vw3FxBYsJ49xOw8RfBn382y1btqz6nfA+PLcMPIL/24P/PpgfEZhxnnkxzd9L4G1DRqU0Y9x04sSJd35mVIT33IZ2brh9LrSE+8C4csDfY1jnhphczWCMW7+4EsLfLXOsWMUpvPiawMCBKxB87eDfZeCiBvwb5N9+8Hwerqhw9eJ9OUIh5aAYK0sGni9ucytXrpz6NwkhzCFboYRwEpxV5l5oJigbPSs4m81tSrzY4mwi35CZTMzZ4uC47YkXkpz1NvZWR5WxssGghT+PP5urJlHBfyNntpkv8b698Nyrz39/VCsvhQdnzY3kW2IVIm7/4vkIPivNr3FrSnRcIBlBXeBZX5ZQ5e8pOJ5f3kIqLxwSVhTixX1YF69M0uYYGMAFn3nmx4G7MvMins0beV/+XAY3xsoZgwri74UX5lzViAwGCdz2xMcJPB5e9HIrDf8Wic8PBkMMoIOXoQ1pBj08onJuGfisWbNGJUy/b3uTkXBPvH94AnFOLvD1gL+f8BQ7CMxYneDEhJFgHxjPf/DfGVeSmAf1PgwYOBESuAQxAx9ObgTGHB5OlHBFJDg+z0IqJSyEiH6yYiGEE8mYMaO66OZMOd+YuSWDFwLTpk1Ts6C8hXYxzgsu7s/nBQEvhsOTCB4RvMjnBSqr/bACVWC8CA6cBG4kljMfhNWrSpUq5f+1DRs2qATO8Mwy876seGWNzsC8MGQyKy+AOFvOakisqBW8ItT27dvV74H5J9GBK0FcrWAZVJ5DzsrzfOfLl0+tmhi4KmDMUvOilxeZBl4AMgDj51hhiDPnnKFmwj1/VlgBHC8MOUvPi1deWHNLFgMDjoNdm7mdy3hcrhyxB0FYFZ94Uc39+vw9cttXeC6cg2+J4VgYvLBaEH//xvngLLtRQYlBDYMAbuPj84Lng8EOL3KNVZSIiuy55UoAx8tVCJ7DwOfGSH7mio4xIcBVB64GMljnNqWwcJafv09W4Irsqh0DMAZ+fG2h4IEF/waZrM5/N+93/PhxtfoZeMUoNJzw4HY4buniaiZzJfg3x78T43WAWLqW+VTc4sfXNFb94pY+rhTyNYuvL8EruAkhYoBFCOG0WrRoYYkfP3647//dd99x2tGycOHCd762detW9bVly5a98zU+Bh/LMHv2bHXfy5cvB7nf3Llz1efXrFkT5H5h3SpVquT//fw4VqxYlkOHDgX5ubxP4PsZY02bNq3Fy8sryH35+YEDB4b5e4jMv3X79u2Wtm3bWpImTWpJkCCBpUmTJpaHDx8G+d7MmTOr+65atSrI5/nz+DUDf2+835gxY955/Pz58wf5t/r5+VmGDx+uvt/Dw8NStGhRy9q1a9/5mfye9/2ujbeMUaNGWUqWLGlZsGDBO48f2rldsWKFpXz58ur3w1uePHksHTp0sJw9e9b/3PPc7d69O8j38VyE9FZVo0YN9TO8vb39x89/e3D8HYU0nsmTJ6vvjx07tiV16tSW9u3bWx4/fvzO9+/atUs9VsKECdW4CxUqZPnll18sIQnrbye85zYkxu/gfTf+XfL3lyNHDsugQYP8fzfB/254jujBgweWdOnSWRo1ahTuv+/QTJkyRX1PqVKl3vnaq1evLN26dVPPt7hx41rKlStn2bt37zvPy+DjM8yfP9+SLVs2i7u7u6VIkSKWf/75J9Tf2/Tp0y3FixdXj8NzVrBgQcuPP/5ouXXrVrj/LUKIyIvF/8REwCKEcDxM9OSWESaFRme/icjilhLW3A/eQduWGA27WM6WCe+2yuhwHFrXca42cGZa3jJs8++cCd38WwupS7UQQliL5FgIIcKF5TG5BYNVeWwhqBBCCCGEbZEcCyFEmLinmfuwWdmFibaRqWYTU3LkyPFOAzQROcxLCSsJm7kNwffOC+tgD5L3lU1mDo3R3FIIIcwiW6GEEGHi9guWimSyNhN22XNCON5WKCGEECKqJLAQQgghhBBCRJnkWAghhBBCCCGiTAILIYQQQgghhHMkb/v5+eHWrVuqqdL7OukKIYQQQgghogezJp49e4Z06dKp5qF2H1gwqGDHYCGEEEIIIYT1Xb9+HRkyZIjewGLHjh0YM2YMDh06hNu3b2PVqlWoU6fOe6vKdO3aFSdPnlQBQr9+/dCyZctwPyZXKox/UKJEiSI6ZCGEEEIIIUQkPH36VF2/G9fj0RpYeHl5oXDhwvj6669Rt27d997/8uXL+Pjjj9GuXTssWLAAmzdvxjfffIO0adOiZs2a4XpMY/sTgwoJLIQQQgghhLCu8KQjRDiwqF27trqF17Rp05A1a1aMGzdOfcwGTLt27cKECRPCHVgIIYQQQgghnLwq1N69e1G9evUgn2NAwc8LIYQQQgghHEOMJ2/fuXMHqVOnDvI5fsz9Wi9fvkTcuHHf+R5vb291M/C+QgghhBBCCNtlk1WhRowYgcGDB5s9DCGEEEIIEU6+vr54/fq12cMQERQ7dmy4urrCLgKLNGnS4O7du0E+x4+ZhB3SagX17t1bVZEKno0uhBBCCCFsr88Bd6g8efLE7KGISEqSJIm6Zo9qv7gYDyzKlCmDv/76K8jnNm7cqD4fGg8PD3UTQgghhBC2zQgqUqVKhXjx4kkzYzsLCl+8eIF79+6pj1m11aqBxfPnz3HhwoUg5WSPHDmCZMmSIVOmTGq14ebNm5g3b576OsvMTp48GT/++KMqUbtlyxYsXboU69ati9LAhRBC2KbHLx9j6cmlKJS6EEqmLwk3F5vcdSuEYzpxAti3D6hQAciZkzVCY3z7kxFUJE+ePEYfS8QMYwcRgwuex6hsi4rwq/3BgwdRpUoV/4+NLUstWrTAnDlzVNO8a9eu+X+dpWYZRHTp0gU///yz6tg3c+ZMKTUrhBAO6I3fG3y++HPsvLZTfZzYIzGqZK2CD7N9iBrZayB70uwymylETOH1V8WKwOPH+uNMmYAPPwRq1ACqVQNi4MLfyKngSoWwX8b54/mMSmARy8I1EBvHHIvEiRPD09NTGuSJcHn1Chg4kMuzIX+dO+1+/BHIkcPaIxPCsQ3YOgBDdwxFvNjx4OHqgcev3l7gvJUlSRZ8le8rDK0yFB5usuVViGjDC/zKlYE9e4CUKQHmOwROpGZAX7w48P33nA2Otod99eqV2r3CieQ4ceJE288V1hXWeYzIdbisTwuHxH6Mo0eHfZ8zZ4Dt22N8lVgIp7H50mYM2zFMHc/8dCbq56+PQ7cPYePFjdh4aSP2XN+DK0+uYMyeMUgSJwn6VOhj9pCFcBwDBuigInFivRUqVSpgxw4mtuobt0gdPAi0bAkUKKCDDCGimaxYCIfz6BGQLRvg6Qm0b8/teEG/7usLDBrEfikA6wpEoJG8ECIUd5/fRZHfiuDO8ztoXbQ1Zn428537PPd5jmkHp6HHxh5qi9SlHy4hWdxkpoxXCIeyYQO7D+vjZcuAL7989z63bwMdOgCrVuntUf/8Ey0PLSsW1pU/f35s27YN7u7uKFGiBA4fPoyECRPazIpFjHfeFsLaRo3SQUXBgsDkyUCPHkFvvXrp11bq0wfw8zN7xELYNz+LH5qvbq6Cinwp82FS7Ukh3i+BewJ0LdMVBVMVhKe3J0bvfs+yohDi/RgwNGumj9u1CzmoIFb7GTsWcHPTgci2bXB2LVu2RJ06dd75PC/cmQtmi+VzW7RogXTp0qmiSR999FG0BBXRSQIL4VBu3QImvb2mGT4ccAnlL7x3b4DPxSNH9OSOECLyxuwegw0XNyCuW1ws/XKpyq8IjUssF/xU9Sd1PGnfJNx6dsuKIxXCwXAJvmlTlvMBChUCxo8P+/5czm/bNuCN0PY3rYhgWGX14cOHuH//viqKZGsksBAOZehQnbhdtizw8ceh3y9FCqB7d33cv3/Q/DYhRPgxb6Lvlr7qmCsV+VPlf+/3fJLrE5TNWBYv37zE0O1DrTBKIRzUiBHAli0s6QMsWcK6oe//nn799P3//RdYs8Yao7RrrHjK5nGBVaxYUa1osN0C7dixA3nz5lWVlbhliJVPz58/73//LFmyYOLEif4f9+vXT1VJvXLlSrgfI/AqCrcjccWiWbNm6nOrV6+GrZDAQjgMtleZOTPgtfZ9SdlduujCGXzuz5ljlSEK4VAevXyERisawdfii0YFGqncivDgG+GIaiPU8cz/ZuLio4sxPFIhHNDOnbr8IU2dCuTJE77v45aoH37Qx3376lWPaMRFEC8vc27WWIBZuXIl/vvvvyCfS58+verZdvLkSezatQsuLi749ttvQ/z+cePG4bffflPNohlwhPcxgjt06BDW2GBgKIGFcKiCGG/eALVq6TLe78OtUMyxICZzv3wZ40MUwmGw7kfrNa1xzfOa6k0x7ZNpEepPUTFzRdTKUUv1vRiwbUCMjlUIh/PgAdCokU4SbN484uVjmXDIGfKTJ4GFC6N1aC9eAAkSmHPjY0fU2rVrkSBBgiC32qFUdWGPh549e6pbYNmzZ0e1atVU4nPOnDlV92o2DgyOfdyGDBmC9evXqxWOiDxGcOwj14Pn0cZIYCEcwtGjwKJFAbkV4cU8t4wZdW7GlCkxNjwhHM7k/ZOx+sxqxHaJjSVfLkEij4hX7BteVT9ZFx1fhKN3jsbAKIVwQJyWb9UKuHkTyJ07cm9eSZMCxoUrZ+V8fOCs2PSZ240C3xgAhGTKlClqq1OTJk3e+RqbQydIkADx48fH/v371famwP7880+1isHE6wIs9xuKsB7DwK1Ply5dQrdu3WBrJLAQDoGrudSgAVC0aPi/jxXVuFphbJ9iNSkhRNgO3z6M7ht1ktLYD8eieLrI1cMvmrao6nVhgcU/T0MI8R7cq792re70yrwKTtVHRqdOQJo0APf5T58ebcNj+sbz5+bcItP8m4FAjhw5gty4tSm4x48fY+jQoRg/fnyIq7MMGI4cOYLt27cjadKkGDlyZJCv7969G0uWLFHfO8i48IjgYxgrGkzg/umnnxA3PDk1ViaBhbB7u3cD69YB7EDP5O2I4ioyt6ay/wUb6wkhQvfM+xkaLG8AH18ffJ77c3Qs1TFKP48duF1juWLd+XXYfW13tI1TCId04EDASsOECUDhwpH/WbwK52oFDRumkxSiAa+H48c35xaTDW95wV+hQgWVVB0SNzc3FZSUL18e3bt3x4IFC4J8vVevXvjyyy/VSsaECRNwgOcygo9Bv/76q1oZYeK2LZLAQtj9ijAr5lHr1kDOnBH/GSzpzddUYqU+Vu0TQoScV9FuXTtceHQBGRNlxKzPZ0UoryIkuZLnwtdFv1bHvTf3Vo8hhAgBl9S5LM8yhvXq6b28UcU3TpagvXsXsMHSpbbixYsXmD59OkaPHh1qngZXJK5du4Y9e/ao+xUNtn2CVZyoVKlS6Ny5M1q1agWfQFvQ3vcYBn6dCeBRfe2NKRJYCLu2fr0ujMEtTcbES2TUrQuUKKEnbCKSoyGEM5l9ZDYWHl+oVhgWf7k42rpmD6g0AB6uHth5bSfWX1gfLT9TCIfCgJv9Jy5fZu1SXQIxOi4s3d2BIUP0MS9ouXQvQtx+xEAgV65cIX79xo0bqnFdzpw58cUXX6itVMFXLAIbPHgw/Pz8gmyJet9jBM4J4c1WxbLYwfRQRFqJC+fBYhjFi+smd+xJMWZM1H7exo3Ahx/q19lz54DMmaNrpELYv1P3T6HE9BKq9wSTrntXeLtUGE26b+iOcXvHoUiaIjjU9pBqpCeEeIs5ECxfyiX2XbuA0qWj9820SBHg+HF2XwNGjYrQt7969QqXL19WFZHicJZP2KWwzmNErsPllVvYraVLdVDBv/FevaL+86pXB6pW1cUxQsmrEsIpvXj9QuVVMKioka0GepYPuwxiZPQu3xsJ3RPiyJ0jWHpyabT/fCHsFi/4jb4TrDISnUEFubgAP/2kjydN0mUShYgkCSyEXeIWU3bMJpZxTp486j+Tq8rGNqh584BTp6L+M4VwBJ3Xd8aJeyeQJkEa/PHFHzGympA8XnL0KKtrsvff2h+vfV9H+2MIYXe4P7d+fU4nA+yt0LVrzDzOJ58AZcvqx4lMFRQh3pLAQtil2bN1p+1UqYDOnaPv53IiqE4dvTJsBC5COLMlJ5ZgxuEZiIVYmP/FfKROkDrGHqvzB52RMl5KlRzOfA4hnF7HjsCZM6xlCsydq1cXYgJn1rgaQszf4BusEJEggYWwO+yQPXhwQP+KyJbwDg0rRPE1duVKYP/+6P3ZQtiTi48uos3/2qjjvhX6olq2ajH6eAk9EqrHocHbB+Pl65cx+nhC2DQm/3IWjcEEu2OnTBmzj8cSp7VqAW/eRK0ainBqElgIuzN5st4CyuRq5rJFt/z5dW8L6tMn+n++EPbA+423yqt45vMMFTJVwMDKA63yuO1KtEOmxJlw69kt1d1bCKfECiLGGxwv8itVss7jGvuBFy0Cjh61zmMKhyKBhbC7Mt5GM0smWLPxaEzgz44dG9i8Wd+EcDa9NvXCoduHVEnZhfUWws3FzSqP6+HmgUGVdPWEkbtHwvOVp1UeVwibwTwH9qtgfgXLivbrZ73HZu8FPraxJUCICJLAQtiVsWN1me18+YCYbDrJMuFG7yE24LP9osxCRJ//nf0fJu6bqI7nfD4HGRJlsOrjNyvcDHlT5MWjl48wds9Yqz62EKZj/XSWPOTWp/nzAVdX6z4+k7f5mOvW6dK2QkSABBbCbrAx6IQJAXkQMf1ay8ma+PGBAweAVati9rGEsBXXPa+j5Z8t1XGXD7rg09yfWn0MXB0ZVnWYOp7w7wTcfX7X6mMQwhRM7psyJaA8IZO2rS1nTuDrr/WxzKyJCJLAQtgNltnmynCpUrpyU0xLnRro0kUfcyXa1zfmH1MIM73xe4NGKxqplYIS6UpgZPW3+w5N8EWeL1AyXUl4vfbC8J1v930L4ciuXAFat9bHbFTHRGqzMK+DTdK4YvH33+aNQ9gdCSyE3bzeTpsWkFvGqk3WWpFOlgw4fRr44w/rPKYQZhm0bRB2X9+NRB6JsOTLJXB3dTdtLLFixcLwajqg+PXgr7jy5IppYxHCKs2ZGjUCnjwBPvhAL8ubKUMG4PvvA6qYsAa7sCu//PILhr7tSTJlyhR05wWNFUhgIezCwIH6dbdaNX2zlsSJA7p6cwze3tZ7bCGsadOlTf4rAzM+nYFsSbOZPSRUz1Yd1bJWw2u/1yroEcJhcVn833+BJEl0RSZWDzEb3/wSJdLVoZYsgaO6c+cOOnbsiGzZssHDwwMZM2bEp59+is12Xrmlfv36mDt3LmLHjo1hw4ahtbEaFsMksBA27+TJgNUCo3+PNXHShttcr10LWDURwpEwh6HpyqawwIJvi3+L+vnrw1YYqxZ/HPsDp+6fMns4QkQ/bjUaPVof//67rh5iC5InB3r00MfsGMvZPQdz5coVFC9eHFu2bMGYMWNw/PhxrF+/HlWqVEGHDh1gz1KnTo1z587h6tWruH79OvLmzWuVx5XAQtjFRA5zx+rWBUqWtP7jx42rVyuMPI9nz6w/BiFiip/FD81WNcNdr7somKogJtR8WyHBRpRKX0rlW3Cc/bZYseymENbApkxG4yReyPKNzpZ07gykSgVcvAjMmgVH891336ltl/v370e9evWQK1cu5M+fH127dsW/XEF6uy3z119/Re3atRE3bly1srF8+fIgP4cX7lwhSJIkCZIlS4bPP/9cBS2B8WP+rOC3J9z+9hY/Xr16dZDvq1y5MjrzPLyVJUsWTJyoq/YRV1b4fXUCJZ8a3+Pi4oJ06dLh4sWLauWiSJEiiGkSWAibtm8fwOcYG4++3SpoilatdKGM+/eBQM9nIezeyF0jsfHSRsSLHU/lVcSNHRe2hhWiXGK5YNWZVdh/c7/ZwxEierAiSJMmwIMHQOHCup66rUmQIKCfxZAhwIsX7/0Wi8UCLx8vU2587PB69OiRWp3gykR8loAMhkGCoX///irwOHr0KJo0aYKGDRviNJMvVXrMa9SsWRMJEybEzp07sXv3biRIkAC1atWCj4/POz9306ZNuH37NlasWIGo8vPzQ7du3dTjhaVHjx6Iw2R8K7BOxyMhIoGvD6x0R5zQYe8Ks3C7K19TmVs3ZgzQvj2QIoV54xEiOuy+thsDtg5Qx1M+moK8Ka2zVB5R+VLmQ7NCzTD36Fz03twbm5vb995nIRQmaG/bpuuaL12qqzDZInYAHz8euHoVmDxZV6wKw4vXL5BgRNgXujHlee/niO/+bpAQkgsXLqhAJE+ePO+971dffYVvvvlGHTMheuPGjSo5eurUqViyZIm6wJ85c6ZaOaDZs2erwGTbtm348MMP1ee83yZppkmTRt24shFVzKHgz+UKyfPnz0O8z9atW7Fnzx41fh7HNFmxEDZr0yY+IQB3d90J22z16wNcReRWKKP7txD26uGLh6q0rK/FF00LNUWLwi1gywZVHqSqVG25vEUlmgth17Zv17NVxOS9XLlgszw8At6E+eYXaOuOPYvI6kaZMmXe+dhYseAqBoMUrlgkSJBA3Rg0vHr1Sm1BMjx8+FD9PxET4sPQqFEj/5/DG1dBQvLixQv069cPo0ePhpubW6j/Rq5oDBw4EIlZjcYKZMVC2CQ+31nhjrg6kDmz2SPS27FY6vajj/SkDbc8siKfEPaGbzZfr/ka159eR85kOTH1o6n+M222KkuSLGhXvB0m7Z+EPpv7qGpRtj5mIULEPbWNG+sSrtxn27QpbF6zZnq5/tQpvWUrjHK43FbJlQMz8LHDK2fOnOo15MyZM1F6TK4UMAF8wYIF73wtJbunv3Xp0iW4u7urnIewTJgwAdWrV/f/mFuvQsJk89y5c6sKVqFtq5o3bx68vLzQrl07/MQkUSuQFQths81HDx7UK8RGgGEL2K+oQgVddtaYbBLC3kzaNwlrzq5RKwBLv1qKhB4JYQ/6VuyL+LHj48CtAyrfQgi7w2CiRQudtM0qPb/8Arvg6hoQTDDR8O7dUO/Ki3VuRzLjFpHJBq4qMDeCPR548R1c4KRqI5E78MdGlaVixYrh/PnzSJUqFXLkyBHkFniVYPv27Shbtixc+bsMA7dJBf4ZTBgPjjka48aNU7fQcEWjb9++GDVqlErcthYJLITNefNGV4Kirl11QQpbwdcso+QtC2ScO2f2iISImIO3DqLHRl1CcvyH41EkTcxXCYkuqeKnQpcPuqjjvlv6qk7hQtgV5iqwvCzzKdgbIoSkYZvFqkOlSgG8CLfS7HdMY1Dh6+uLUqVKqVl/Bgjc4jRp0qQg25+WLVuGWbNmqfKt3FbEKlLfv20gyBWFFClSqDyHnTt34vLlyyq3olOnTrhx44b6+Tt27MDChQtRt25d1TeDNyaP07179yI17i+++AJFixYN9T58vOzZswepFmWzgQX/QSx3xQzz0qVLq19wWFgWi8s1jLrYeKRLly5q75kQIWHPCq5MsoR2t26wOeXKAZ98ogt6DNB5r0LYhafeT9FweUPVcI4lXL8r+R3sTfey3ZEsbjKceXAGfxx92+BGCHspc2hUJPn5Z6BgQdgVzqxxP7CRFxKsnKo9YunYw4cPq74VzEUoUKAAatSooUq4ssSsYfDgwVi8eDEKFSqkthctWrQI+d5WlIkXL54KHDJlyqQCB65ksBkdr3OZT8FStJUqVVIrCAw20qZNq26sMkW8Po4oJou/b2sTHy+sFY0YY4mgxYsXW9zd3S2zZs2ynDx50tKmTRtLkiRJLHfv3g3x/gsWLLB4eHio/1++fNnyzz//WNKmTWvp0qVLuB/T09OTGTbq/8KxvXxpsWTMyAwLi2XsWIvNOnrUYokVS4/z0CGzRyPE+/n5+VkaLm9owSBYMk/IbHn04pHFXo3ZPUb9OzJNyGR59fqV2cMR4v0eP7ZYsmTRbxr16/MJabFb1arpf0fz5urDly9fWk6dOqX+74h4/blq1apIf//ly5ctmTNnDvXriRMnttiCsM5jRK7DI7xiMX78eLRp0watWrVS0dq0adNUtMYlopCwxFW5cuXQuHFjtcrBslvMeH/fKodwTpwEuX4dSJ+ejWtgswoV0qVnySjxLYQt+/2/37H4xGK4xnLFonqLkDRuUtirDiU7IH3C9LjmeQ3TDk4zezhChI3Xpm3a6Bn+bNmA6dP17L+9MlYtuL3g5EmzR2PzXF1dgyRxh9Qh25FEKLBgo49Dhw4FyVZnVz9+vHfv3hC/h4kq/B4jkGBW/F9//YWPWFonFKzJ+/Tp0yA34fhYxtVY2WOn6xDylWwKk7dZ4W39emDHDrNHI0ToTtw7gY5/d1THP1X9CWUyBi2daG/YxG9AJb0PcdjOYXjm/czsIQkR9owZOzUzgXbxYsBKZT9jDPMs2CGcAZOREClClTFjRhw4cCDUr589exZOG1g8ePBAJaEEj674MRNRQsKViiFDhqB8+fIqK52JJGw13ieMUj8jRoxQmfTGjSdFOL4JE3QDUpbzZgU+W5c9u56EIm6bjUBJbCGshs2qGixvgFdvXqFm9proUU4nbtu7VkVaqVK5D148wIR/J5g9HCFCdvQo0EUXHMCoUUDJknAIrBDFGuyrV+t/owPjbihrJ0DbsxivCsXM+OHDh6vuhEyQWblyJdatW6c6F4amd+/e8PT09L8x8UU4NgYULI1N/NMIpdeLzenfX6+s7NkDrFtn9miEeFenvzvh1P1TSJsgLeZ9MQ8usRyjGGBs19gYWkW/j4zdM1YFGELYFHZCbtBA1ydnxQ82P3IULLXavHnArKAQb0XoHYbltLhX7G6w+sX8mHV3Q9K/f380a9ZMtRIvWLCgKo/FQIOrEsxqD4mHh4fKpA98E46NzTy5FYqV0778EnYjbVqgUyd9zEW4UP6khTDFwuMLVW5FLMTCgroLVLlWR/JV/q9UudxnPs8wYufbOtBC2IoOHbjPRScNzp5t33kVIWE3bnd3NnUAXr40ezTCHgMLdgxkd0GW4TIwOODHwdudBy53xTyMwIzmIBFppy4cFxek2MnayAkL9udi83r21Ftmjx8HFi0yezRCaOcfnse3a79Vx/0r9keVrFXgaLj6MryqTiSdcmAKrnvK6rawEXPnsu2xfkPjG0OKFHA4mTMD7drpYzaTk2s6EZmtUF27dsWMGTMwd+5c1USkffv2qmMhq0RR8+bN1VYmA1uNsxYw6/+yacjGjRvVKgY//77ug8I5MAmaK8WVKgE1a8LuJE2qgwtiXwsfH7NHJJyd9xtvNFzREM99nqNi5oroX6k/HFWtHLXUv9Hb1xtDtg8xezhC6EZMRlnDwYOBChXgsFgWMV48/cYnhXYEgAjvZG/QoAHu37+PAQMGqITtIkWKYP369f4J3deuXQuyQtGvXz/VYp3/v3nzpiq5xaDifY09hHPgKjFXiIkdre11pZjbodjv6NIl4PffgfbtzR6RcGY/bvwRh28fRvK4ybGw7kK4udhJ0lIk8P1lRLURKDerHGYfma2S03Mlz2X2sISz4pYg5lW8eAFUrRrQEM9RpUoFtGypj7lNnh/b6xu5iBax2MwCNo7lZlkdionckm/hWOrXB5Yt48oWsGYN7NqUKcD33wNMN7pwAYgf3+wRCWe0+sxqfLHkC3W8rvE6fJQz9NLejuTTRZ9i7bm1qJ+/PpZ8ucTs4QhnxZUKdmxm3wJWS2IinoN7df8+Lv/3H7ImS4Y4WbI45rYvJ/Dq1Su1syhr1qyIEydOpK/D7Ww3u3Akhw/roIKTG46wgMXSs1mzAqy8/MsvZo9GOCM2jPv6z6/Vcbcy3ZwmqDD6czBJfenJpWq1RgirY68KBhU0f75TBBVKwoQBvTlu3ZIqJjaAgQB3FD1//hw3btxAjhw5rPbYElgI0xitTBo3BgoWhN1jcQxupzXKlT9+bPaIhDN57fsajVY0wuNXj1EqfSkMr/a2O66TKJS6EBoXbKyO+2wOvU+SEDHi8mWgdWt93KsX8OGHcCoMLlgnnrkW9+/DXrRs2VJtpzRuyZMnR61atXDs2DHYs0SJEqn+cUmSJEGWLFlUPrS1SGAhTLFtG/DPP/p1iMnbjoJBUoECukDGmDFmj0Y4kwFbB2DP9T1I7JEYi+sthrurO5zN4MqDVT7JPxf/wfYr280ejnAWvJhu2FAnL7NCpiO9qYUXtx4wv4Ju3wZ8fWEvGEjcvn1b3Vjl1M3NDZ+w74idmzx5Mu7du4dHjx6hW7duVntcCSyE1TGrx8hna9sWyJYNDoOFzoxtXRMn6tdXIWLahosbMHL3SHU887OZyJo0K5xR9mTZ0aZYG3Xce3NvKWkurLf8vn+/LhHI0rKxY8Mp8d/v4QG8eaMTue0Ee6exFxtv3D7Uq1cv1ZiZhYquXLmiVjKOHDkS4vdyRWDOnDn+H9+4cQONGjVCsmTJED9+fJQoUQL79u3z/zqrpGbPnl21b8idOzf++OOPID+Pj7Wa3czftmRgpdVChQrh8dstEIMGDVJjNPj4+KhtTvy+J5zRBNR4OC7iOLh6UbFixTD/HdHJcUuFCJv1v//pfjrsWN2vHxwOE9E5abV3LzBsmE7qFiKm3H52G81WNVPH7Uu0x5f57KjDZAxgz445R+Zg7429Kpn709yfmj0k4cjWrQPGjdPHs2bp3g7OiqsWbAZ48aLeGsYytNYOsviYUahKxZyE+fPnq4t1botiO4WIfG+lSpWQPn16rFmzRgUqhw8f9m8GvWrVKvzwww+YOHEiqlevjrVr16pWDRkyZECVKu/2GerUqRP27NmDXbt2ISmDtlBWJYI3rQ5u5cqV+O+//2AtsmIhrIqroyx7TT/84Ji5bXxNY6M/mj5dl6AVIib4+vmi6aqmuOd1T+UYjK85Hs4ubcK0+KH0D+q4z5Y+6nckRIy4cQNo0UIfd+wI1Klj9ojMxwtgvgmWL6+PEySw7o1lfiOIF/gJEiRQt4QJE6qgYMmSJe80d36fhQsXqlUOrjgwv4HBSf369f0bSI8dO1bldHz33XfIlSuX6gtXt25d9fng2KKBgcimTZtUgBISbnEaNmwYehqNtELw+vVr9fWw7hPdJLAQVrVwIXDiBJcPgR9/hMOqXFnn7nFFmE3zhIgJI3aNwJbLWxAvdjxVYjWOW9ASgc7qx3I/IkmcJDhx7wQWnVhk9nCEI+KLe5MmwMOHQLFiklRnYFCRLh3sCVcLuEWIt/3796NmzZqoXbs2rl696n+fsmXLqqAjY8aMqp8btzwFx+8vWrSo2n4UEjaVLleuXJDP8WN+PvgqBHu9casUE69DM2TIEDV2BjGhmTJliioT24R/q1YigYWwan7bwIH6mMFzKCt7DsNYtWAwdfy42aMRjmbn1Z0YuE0/oaZ+NBV5UuQxe0g2I2ncpOhZrqd/UruPr4/ZQxKOZuhQYMcOPUu+eLHOLRAaZ9hZT56/n5MnuUfIejduhYog5kJwdYG3kiVLYubMmWoL1IwZM/zvwxUMbidatGgRzp8/j3bt2r3zc+Jyf3c0YHDz119/4cSJE/jtt99CvA/HwHGOYgnKUDAvY+jQoRg/frzKr7AWCSyE1fA5ym2XfM1hp2pHV7w48NVXOlnd2P4lRHR48OKBKi3rZ/FDs0LN0KLI2+0Ywl+n0p2QJkEaXH5yGTMPzzR7OMKRbNmiAwvihV/OnGaPyLZwCxF/J7zQ5tYkVjVhx1hr3KLhApoX4dwG9ZJd1N/iSgUDD64OtG7dOsQkaCZZHzlyRG1RCknevHmxe/fuIJ/jx/ny5QvyOeZgcMVk6tSp6NGjB65du/bOz+LWpm+++SbM/hQMKipUqKASt61JAgthFcx/Ml6H+/eP1KSCXeK/ma+pTFjfs8fs0QhHwEohrf5shZvPbiJ38tyY+vFUs4dkk7g9jIncNHTHUHj5hD8JU4hQ3bunt0Bxxoh9K1hjXLyLKzlG07ybN2HLvL29cefOHXXjtqSOHTuqROxPWYklUPUldqbm9qjly5ejAOvKB8NqUGnSpEGdOnVUwHDp0iWsWLECe1nJBVBBAis2sTIUVxy4ksDE6u7duwf5OcZWqnr16uGjjz5SAURgFy5cwLZt2zAgjH3WL168wPTp0zF69GhYmwQWwiomTdLV59iZOthzxKHlzs0GPPqYJXal+qWIqon/TlTVjjxcPVReRQL3BGYPyWZ9U+wbZE2SFXee38GkfZPMHo6wd6zu07w5cOcOwFlmvrGJ0LFCFLFUagSqK1nb+vXrkTZtWnUrXbo0Dhw4gGXLlqEykyXf4ue51YmlXpnkHdIWJZaQ3bBhA1KlSqUCgoIFC2LkyJFw5ewimNtfBz///LNK1s6fP7/6GbNnzw7yOMEx3+Lo0aMqSDBwm1bfvn1DzeUwkrZZcYpJ4tYWy2IHhb7ZmpzJJ56enqoer7AvXBVkrwpPT2D+fD3Z40yuX9erwt7ewN9/sxmP2SMS9urAzQMoN6scXvu9VnkV7Utar5uqvZp/bL4qx8tk7kudLqn8CyEihbO/TBCMEwc4cEB3QxVqJv/y5cvImjUr4vB3ExjLIvIigNduJlzkiug5jxG5DpcVC2GV12IGFQULcqkQTidjRqBDh4A+Sm9LWgsRIZ6vPNFgeQMVVNTLWw/tSrybPCje1ahAIxRIVQBPXj3B6N3W3xYgHAS3s/AFnH75RYKKiKxaMO+BXcmfPTN7NMIKJLAQMYqdp43VYnakjmBZaIfBbVAJEwLsUbN8udmjEfaGC8tt17ZVichZkmRR3bWtWeXDnrm6uGJ4VV2i7ed9P6uGgkJECLfyNGyoGzHx/8ytEOHDalkpUuhjlmi1/U0yIoqc9DJPWDN5mYUV2B/mk0/gtPi62q1bQPI6S6ALEV7TD03H0pNL4ebipvIquK1HhN8nuT5BmQxl8PLNS5XILUS4GUnarMyTPbuuAiVBfcSwEy5nFZlnwe0LwqFJYCFizMWLusQsjRwpr8Vdu+oA49w5YM4cs0cj7MXxu8fR+Z/O6nhEtREolb6U2UOyO1zd4e+OZhyegYuPLpo9JGEvpkwBVq0CYsdmMwOdKyAixt0dSJUqoEKUrFo4NAksRIxhMzzOzDNZ2cpllG0St0IZ/SwGD9YrOUKEhSVS6y+vj1dvXuGjnB+ha5muZg/JblXKUgk1s9fEG783/o0FhQgT964aS83srM3mRCJUYdYCYgMrVkfiG18ofR6EuaKrlpMEFiJGHDumO04H7kAtADbrZDI3t5pOlfYD4j2+//t7nHlwBukSpsPcOnPhEktesqNieDX9YrTw+EIcu3vM7OEIW8ZE4wYN2MAA+Owz5+jqGkmxuZrztndCqNzcdHBBt25JFRMbZJw/43xGlls0jUeIIDgzz+C3fn2gaFGzR2M7WMFt0CC9ZXfECKBNG1lZF6GXSZ1zZI4KJhbWXYgU8d4mQIpIK5a2GL7K9xWWnVqGvlv64n+N/mf2kIQt4ptX+/bA+fN6Jmj2bNnLGwb2aUiSJAnusXkgm1PGixdycQm+2bGhFWuvs7JL8uTWH6wIcaWCQQXPH8+j0XcjsqSPhYh27Fhfvrxe9Tx1SkpXB8ftYSy9e+YMwMaZ3BYlRGDnHp5D8enF8dznOQZXHowBlULvsCoi5uyDs8g/NT98Lb7Y1WoXymUqZ/aQhK1hIPH11/pNbPt2oJz8jbwPLyXZufrJkyfvXwniVigmc7MUrbOWirRBDCrYOTykoDAi1+ESWIhoxb8mNpHcsUPPxgdqFikCWbEC+PJLIEEC3T8oZUqzRyRsBfMpyvxeBkfuHEHlLJWxqdkmVTJVRJ82a9pg5n8zUTFzRWxrsU1K94oAnA0rWZL7QnSNdKN3hQgXX19f1fU5VNxa9vHHunNsly7At99ac3giFNz+FNZKhQQWwjTr1wO1a+vS1RcuABkymD0i28RnXalSwMGDwA8/ABMnmj0iYSu+/+t7TDkwBSnjpcSRdkdUfoWIXjee3kCOSTng7euNvxr/hdo5a5s9JGELmFjMF+YTJ4AaNfQbmsyoR78FC4CmTYHEifXMWrJkZo9IvId03hamYC4WG8HR999LUBEWTpAaSe2//gpcvWr2iIQtWHl6pQoqaN4X8ySoiCEZEmVAh5Id1HGfLX3gZ5FEUgGgc2cdVKRODfzxhwQVMaVRI70fmD0tRo82ezQimsmzRkSbZcuAI0d0WdVevcweje2rXh2oUkWvDEuehbjy5Aq+/vNrddyjbA/UylHL7CE5tN4VeiOhe0K15WzZyWVmD0eYbelSvXeXsz7z5+vgQsQMBmzcZkaTJulEbuEwJLAQ0YJbKtlRmnr00I3gRNj4/sXKUDR3LnD6tNkjEmZ57fsajVY0gqe3J0qnL42fqr590xUxhlW2upftro77b+2vzoFw4m6uTAok5lRw1kfErE8+AcqW1dvPhg41ezQiGklgIaIFO0mzMh+TkLmaLMKndGmgTh29jcwIzITz6belH/698S8SeyTG4i8XI7Zr1OqIi/Dp8kEXlcty/tF5VdpXOCEuGTdsyE3kupwh64EL686szZihgzvhECSwEFHGCQfjtZj9K7gVSoTfsGH6NZaVog4cMHs0wtr+Pv83Ru/R+4xnfT4LWZJkMXtITiOhR0L0qaCr/gzePhgvX780e0jC2rhvl1U0mEDMrq5s5Caso2JFoFYtXYOdtdeFQ5DAQkTZlCm6kWamTLqztIiY/PmBZs30sVQ2dC63nt1C89XN1TGTievmrWv2kJxOuxLtkClxJtx8dtM/cV44ibVrgQkTApbd2QxPWJdRxWTRIuDYMbNHI6KBBBYiSljUwVjN5KoFy8yKiGPyduzYwKZNwObNZo9GWIOvny+arGyCBy8eoEiaIhj74Vizh+SU4rjFwaBKesl1xK4R8HzlafaQhDXcuAG0aKGPuX/300/NHpFzKloUqF9f12Dnlgdh9ySwEFEydqxuopk3b8Csu4i4LFkCVnu4amH73WVEVA3bMQzbrmxD/NjxseTLJeoCV5ijWeFmyJMiDx69fIRxe8eZPRwR07j1hiVP+eZVvDgwcqTZI3JuTN5mczauIO3ebfZoRBRJYCEi7e7dgFVk5gnI1tSo4WRN/PjA/v3A6tVmj0bEJAYUQ3YMUcfTPpmGXMlzmT0kp+bm4uZfiWv83vG453XP7CGJmF4i3rVLJwQuWSJL7WbLlQv4WpfaVs2wZGbN+QKLKVOmIEuWLIgTJw5Kly6N/bwSCsOTJ0/QoUMHpE2bFh4eHsiVKxf++uuvyI5Z2NDWSC8voGRJ4IsvzB6N/WPZdKOiVr9+gK+v2SMSMeG+1300XtFYNWVrWaQlmhZqavaQBIAv8nyBkulKwuu1F4bvfLvvWzge7jU1eiiwGlH27GaPSBCTtxng7dypO54L5wkslixZgq5du2LgwIE4fPgwChcujJo1a+LevZBneHx8fFCjRg1cuXIFy5cvx9mzZzFjxgykT58+OsYvTHLlCjBtWkCAwapGIuq6dweSJgVOndI9moRjYTDRYnUL3H5+W229mVx7stlDEm/FihULw6vpgOLXg7/i6pOrZg9JxMQye5MmekacfSsaNDB7RMKQIQPw/fcB+4FZg104R2Axfvx4tGnTBq1atUK+fPkwbdo0xIsXD7NmzQrx/vz8o0ePsHr1apQrV06tdFSqVEkFJMJ+MVGb5b+rVpVeQtEpSZKAruWcwPH2NntEIjpxm83fF/5W+RRLv1yK+O7xzR6SCKR6tuqomrUqfHx9MGi79DNwKLxQbd5cBxcsxTdxotkjEsHxzY/b044c0Z3QheMHFlx9OHToEKoHupJ0cXFRH+/duzfE71mzZg3KlCmjtkKlTp0aBQoUwPDhw+Er+zzsFmfT//gjaKU4EX04aZMuHXDtGvDbb2aPRkQXNsDrvbm3Op5YcyIKpi5o9pBECEZU02Xu5h2dh1P3T5k9HBFdRo8GNmwA4sbVF63x4pk9IhFcihRAjx76mB1jX782e0QipgOLBw8eqICAAUJg/PjOnTshfs+lS5fUFih+H/Mq+vfvj3HjxmEYs31D4e3tjadPnwa5CdvB/f+c/GFeBTtHi+jF9zujVxCfJs+fmz0iEVVPXj1BoxWN8MbvDernr4+2xduaPSQRilLpS6l8C25b67+1v9nDEdGBlYb4xkWTJwP58pk9IhEaJhqmTAlcuADMnm32aIQtVoXy8/NDqlSpMH36dBQvXhwNGjRA37591Raq0IwYMQKJEyf2v2WUpjU2g3n6q1ZxpUpf9IqYwQIZOXIA9+/Lir29s1gs+GbNN7jy5AqyJc2G6Z9MV/v5he0aVnUYXGK5YOXpldh/M+ziJMLGsaQsS8tyl0TjxkCrVmaPSISFW6GMfhas3vXypdkjEjEZWKRIkQKurq64yz2KgfDjNGnShPg9rATFKlD8PkPevHnVCge3VoWkd+/e8PT09L9dv349IsMUMYiV4IhbVWXSJ+awWR5Le9OYMcDDh2aPSETWtIPTsOL0CsR2iY3F9RYjcZzEZg9JvEe+lPnQrJBuzNNncx+zhyMii0nanKXhNQRnajihKUG97WNTp0yZgFu39AqTcNzAwt3dXa06bA7UGpgrEvyYeRQhYcL2hQsX1P0M586dUwEHf15IWJI2UaJEQW7CfOwKvWUL/w508raIWWxGWqQIwJ2A0r/JPh25cwRd/umijkdVH4WS6UuaPSQRToMqD4K7qzs2X96MzZcC3vOEHfnlF+DPP/WbFvtVcDZc2D6WneVqBfHNz9PT7BGJmNwKxVKzLBc7d+5cnD59Gu3bt4eXl5eqEkXNmzdXKw4Gfp1VoX744QcVUKxbt04lbzOZW9jXxA8rwBmTCZkzmz0ix8ftZka5dU7a3Lxp9ohERDz3eY4GyxvA29cbn+T6BJ0/eNukRNiFLEmyoF3xduqYSffc0ibsyKFDAYnAY8cCxYqZPSIREc2acXuL3srG8yccN7BgjsTYsWMxYMAAFClSBEeOHMH69ev9E7qvXbuG27dv+9+f+RH//PMPDhw4gEKFCqFTp04qyOhl1NQUdoF5FQcO6M7QxvZHEfNq1wbKlwdevQKG6EbNwk50+KsDzj08hwyJMmDO53Mkr8IO9a3YF/Fjx8eBWwew6swqs4cjwovLvOxRwe3WdeoE9EcQ9oPb541EzgkTdJlgYRdiWexgGoZVoZjEzXwL2RZlfW/eAIUKAadP6wpwcoFrXbt2ARUq6NdZnoOcOc0ekXifuUfmouWfLVUC8LYW21AhcwWzhyQiqf+W/hi2cxjypsiL4+2Pw9UlIF9Q2CBe0jBJe/FivU+fPRHYdVTY57lk6UnOanbqBPz8s9kjclpPI3AdHuNVoYT9Y88KXtAmSwZ062b2aJwPVyw+/lgXNWFgJ2zbmQdn1GoFDa48WIIKO9e9bHcki5sMpx+cxh/H3jbwEbbr9991UMGZmEWLJKiwZ1zlHaH7yuDXX4ErV8wekQgHCSxEmNj52UjUZupMYiloYwoj14L5h//9Z/ZoRGhevn6p8iq8XnupDs69ywfkmwn7xCpexnkcuG0gvN94mz0kEZqTJ/XMtvGiWbas2SMSUVWtmr6xWZ5UjbELEliIMLE6HztAp08PSL69eQoX1qv7JDkutqvrP11x7O4xpIqfCvO/mC/bZhxEh5IdkD5helzzvKbKBwsb9OKFLqXHvgc1awYkbgv7Z6xacPvEqVNmj0a8hwQWIlTPngXMlA8cCMSNa/aInBtzW9zcgL//BnbsMHs0IrhlJ5dh2iF90fnHF38gbcK0Zg9JRJO4seNiQKUB6vinnT/hmfczs4ckguNKBS862VNr3jxdVk84hpIlgbp12d8goIO6sFnyzBOhYiEGdn5msrA0KzVf9uzAN98EbEuz/bILzuPy48v45n/65PQq1wsfZv/Q7CGJaNaqSCvkSJYD91/cx4R/J5g9HBEYcymYW8E9+QsWAKlSmT0iEd1YIYrBIktU7ttn9mhEGCSwECF68CCgdDQ7QHOmXJiPydtcOdqzB1i3zuzRCPLx9VF5FU+9n6JMhjIYUkXKpjmi2K6xMbTKUHU8ds9YPHjxwOwhCTp/HmjbVh9zNrtqVbNHJGICe1o0b66PjaZawiZJYCFCxGaX3ApVtCjw1Vdmj0YY0qULyE1krkWghvbCJH0291F9DpLGSYrFXy5WF6DCMdXPXx9F0hTBM59nGLlrpNnDEawu0rAh8Pw5ULEiMEBvVxMOisnb7KK+ZQuwaZPZoxGhkMBCvOPGDd3pmYYPl62qtqZnT12d69gxXVVRmGfduXUYt3ecOp71+SxkSpzJ7CGJGMS+JMOrDlfHk/dPxo2nN8weknP78Ufg8GEgeXJg4UJZWnd0mTMD7dsHrFrIfmCbJJeMIsQkYU4EcQKIxTWEbWFZdr6fGluj2FxWWB8vKlusbqGOO5bqiDp56pg9JGEFtXLUQoVMFeDt640h22Xbm2lWrwYmTdLHc+fq0oXC8TGgiB9fN81jvoWwORJYiCDOnQNmzQqo8MZcOGF7fvgBSJ0auHRJ5ywK63rj9wZNVjbBw5cPUSxtMYypMcbsIQkriRUrFkZU0+UvZ/03C+cenjN7SM6HNdC//lofs2srO4gK58DE/K5dA/YDv3lj9ohEMBJYiCA4A84Oz598Ir2FbBknbIyqe0yuZwl3YT1Dtw/Fjqs7kMA9ARbXWwwPNw+zhySsqFymcvgk1yfwtfii/9b+Zg/HubBRWqNGwOPHQKlSer+ucC4MJpMlA86c0b0thE2RwEL441bVpUv1KoXRv0LYLhZCyZIFuH0b+OUXs0fjPLZc3oKhO3R1oN8++Q05k+c0e0jCBD9V/QmxEAtLTy7F4duHzR6O82BTJZbFS5RIl5llMq9wLkwyZM11I6Gbe7eFzZDAQvgzOjqzw3OhQmaPRrwP30+ZD2NU8eIEnohZ97zuqS1QFljwdZGv0bjg23bowukUSl0IjQo2Usd9t7x98RQxa8MG/WJHM2cC2bKZPSJhlg4ddF4Nt8VN041JhW2QwEIo27cD69frohqDB5s9GhFeDALz5weePAHGyDb/GOVn8UPzVc1x5/kd5EuZD5Nqv00cFU5rSOUhcHNxw/oL69XWOBGD7twBmjXTlYDatZM66M6ODZ24emU0z2N9fGETJLAQ6nXaWFVs00Z3eBb2wdU1YNvazz/r914RM9gU7Z+L/yCOWxws+XIJ4rvHN3tIwmTZk2VHm2Jt1HHvzb1hkfKXMYOJf02bAvfu6eX08ePNHpGwBa1aATlz6o6+EyaYPRrxlgQWAmvXAnv36gkAJm8L+/LZZ8AHH+gEbk7ciOi39/pe1QiPJtWahAKpCpg9JGEj+lfsj7hucbHn+h6sO7/O7OE4Jm5/2rwZiBdPN+/hm5UQ3GLB6iU0dqwOMITpJLBwcpwIYlloYkfntGnNHpGIKCbbG4VRpk/XJWhF9Hn88jEarmioKgA1LNAQ3xT7xuwhCRuSNmFadCrdSR0z+OSWORGNdu4M6Kg9dSqQN6/ZIxK2hFviihTRW6GM/BthKgksnByLapw4oYsssKOzsE9VqgA1auhKjMa2UxF13NrSek1rXPO8huxJs6sqUOxjIERgPcv1RGKPxDh+7zgWHV9k9nAcx8OHOpHMz0/nV7TQDSmF8OfiEjCzNnkycP262SNyehJYODF2bDYmgtjJmR2dhf1iQ0NasAA4ftzs0TiGKQemYNWZVYjtEhuLv1yMRB6JzB6SsEFJ4yZVwQUN2DYAPr4+Zg/J/jFfpWVL4MYNIFcuvVohREhq1QIqVtRlZ41SicI0Elg4MVbru3xZd3BmJ2dh34oXB778Ur8fG83zROT9d/s/dNvQTR2PrjEaJdKVMHtIwoZxO1Tq+Klx6fEl/H74d7OHY/8mTtQJgB4ewJIlQIIEZo9I2CquIhsza7NnA+fOmT0ipyaBhZPy8grIeWLCNjs5C/vHc8qV4TVrdEK+iJxn3s/QYHkDNfP8We7P8ENpibxF2FgljIncNGTHEHj5eJk9JPt18GDA3lxWgOIeeiHCUrYs8MknOnFUqtCYSgILJzVpki5NmjWrLjErHEOePHr3ALGEsFS/jFxeRft17XH+0XlkSJQBsz6bJXkVIlzaFG+DrEmyql4nv+z/xezh2CdPT6BBA50wVq8e0L692SMS9oK11/lavXQpcPiw2aNxWhJYOCF2aB49Wh9zOyI7OAvHweRt7h5g00M2qhURM+fIHCw4vgCusVyxqN4iJI+X3OwhCTvh7uqOwZV1h9FRu0epimIiAjgT0ratLm2XJYverytBvQgv9jhhsj8Z5S6F1Ulg4YQYVLBTc4ECQKNGZo9GRLdMmYDvvgt4bWVBFRE+p+6fQoe/OqjjIVWGoHym8mYPSdiZxgUbqz4nT149wZg9Y8wejn2ZMUPPNrM/AftVJEli9oiEvRk8WP/9/POPnl0TVieBhZO5fVt3aDZWDdm5WTgeboNiriNXg1esMHs09uHl65cqr+Llm5eonq06epXvZfaQhB1ydXHFT1V/UscT/52I289umz0k+8BSdkYVEZYPLV3a7BEJe5Q9e8D+btkPbAoJLJwMOzO/fAmUKQN8+qnZoxExJWVKoHt3fcwKUW/emD0i29d5fWecuHdCVfb544s/4BJLXh5F5Hya61OUyVBGBanDdgwzezj2UU2kfn3g1Sugdm2gm67GJkSkMHmb3dlZwYSVxYRVyTunE7l4UXdmJlZmk62rjq1rVyBFCl15b84cs0dj25acWILph6cjFmJhft35SJMgjdlDEnaMyf7Dq+mmXfy7YglaEYaOHYEzZ4B06YC5c3VpOyEiK23agNUv7gdmpShhNfLsdbKkXs5c16wJVKpk9mhETEuYMCB/jdtOORko3nXx0UW0+Z9eOu9dvrfaBiVEVFXOUhkfZv8Qb/zeYMDWt51IxbvY0ZO9BxhM8JjLrUJEFbv+MkfnxAlg0SKzR+NUJLBwou2rCxcGbF8VzoGVGjNm1M1rpXHtu7zfeKu8imc+z1AuYzkMrqIr+ggRHYZX1S+2C48vxPG7x80eju3hcmq7dgHbVypXNntEwlEkTaqDCxowAPDxMXtETkMCCyfRt6/OYeI21mLFzB6NsJY4cYBBgwICyqdPzR6Rbem1qRcO3T6EZHGTqdKybi5uZg9JOJDi6Yrjq3xfwQIL+m7pa/ZwbAuXUNmv4vlzHVBIUzMR3Tp1AtKkAS5f1qWLhVVIYOEE9uwB/vc/XQHK6LYtnEfz5rpx3sOHwLhxZo/Gdvzv7P8wcd9EdTz789nImDij2UMSDmholaGqJ8r/zv0Pe67vMXs4tqNHD+DIEZ0Ixi1QUqJQRLf48QMCVl78sEiAiHESWDg4rlKw4hq1agXkymX2iIS1saS3EVCOHw/cv2/2iMx33fM6Wv6pW5R3Lt0Zn+X+zOwhCQeVO0VutCyi/9Z6b+6tOrs7vVWrgMmT9fG8eTppW4iY8M03QLZswJ07wKRJZo/GKUQqsJgyZQqyZMmCOHHioHTp0ti/f3+4vm/x4sWqWkadOnUi87AiEtgjZscO3YmZydvCOdWrBxQvrncdOHuODZNpG69sjEcvH6F42uIYWX2k2UMSDm5gpYHwcPXAjqs78M/Ff+DUrl4Fvv5aH7MmNsvLChFT3N119RKjO/Djx2aPyOFFOLBYsmQJunbtioEDB+Lw4cMoXLgwatasiXv37oX5fVeuXEH37t1RoUKFqIxXRAA7LhtVgb7/HsiQwewRCbOwtDBLDBOTuK9dg9MatG0Qdl3bhYTuCbHkyyXwcPMwe0jCwXGbXYeSuqN7n8194Gfxg1N6/Rpo2BB48gQoVUp3aRUipjVqBBQsqP/uGFwI2wosxo8fjzZt2qBVq1bIly8fpk2bhnjx4mHWrFmhfo+vry+aNGmCwYMHIxuXpIRVLF8O/PefLjvaS5oIO73q1YEqVXRxDGMCx9lsurQJw3fqJZsZn85A9mTZzR6ScBK9K/RWwex/d/7D8lPL4ZS43/3ff4HEiTlLqWeThYhpzN8xgtiffwZu3zZ7RA4tQoGFj48PDh06hOq8QjF+gIuL+ngvOxyGYsiQIUiVKhVat24drsfx9vbG06dPg9xExCeG2HHZWG1mfpxwbly1MLZBsWHe6dNwKnef30XTlU1VhZ42xdqgQYEGZg9JOJEU8VKgWxndUbr/1v5qS55TWb8eGDVKH//+O5Ali9kjEs7kk0+AMmWAly+lio0tBRYPHjxQqw+pU6cO8nl+fIeJMSHYtWsXfv/9d8yYMSPcjzNixAgkTpzY/5aRhfhFhPDC8fx53WuoSxezRyNsxQcfAJ9/rrfJOVN1R249abaqGe563UWBVAUwsZauBiWENXUt01UFGOcensOcI3PgNG7d0uXp6LvvdNKXEGbtB+b16MWLZo/IYcVoVahnz56hWbNmKqhIEYEp8969e8PT09P/dv369ZgcpsNhQG5sdWGOBbdCCWEYNky/xq5YARw8CKcwatcobLy0EXHd4qq8inix45k9JOGEEnokRN8Kff1zfV6+fgmH5+sLNG2qy9EVLiw1r4V5KlUCatYE3ryRaja2ElgwOHB1dcXdu3eDfJ4fp2ETkmAuXryokrY//fRTuLm5qdu8efOwZs0adcyvh8TDwwOJEiUKchPhx+Tcmzd1x2WjqakQhgIF9Ps8Gcn9jmz3td1q6wlN/mgy8qXMZ/aQhBNrV6IdMibKiJvPbmLqgalweNzbvnWr7inAvAp27RTCLMZ+4IULgWPHzB6NQ4pQYOHu7o7ixYtj8+bN/p/z8/NTH5fh3rVg8uTJg+PHj+PIkSP+t88++wxVqlRRx7LFKfp5egY8b7hqIa/hIiT824gdG9i4EdiyBQ6LJWUbrWgEX4svmhRsglZFWpk9JOHk4rjFwaDKg9TxiF0j8NTbgXMIt28PWD7/9Vcgd26zRyScXbFiQP36uslXX716KEzeCsVSs9zaNHfuXJw+fRrt27eHl5eXqhJFzZs3V1uZiH0uChQoEOSWJEkSJEyYUB0zUBHRi6vMjx7pTsvNmpk9GmGrsmYFvv1WH/Pp6og9u9iIrNWfrXD96XXkTJYTv378q+qjI4TZmhdujjwp8uDhy4cYt8dBtwZx61Pjxjqhq2VLeUMStoPJ26wUtXYtsHu32aNxOBEOLBo0aICxY8diwIABKFKkiFp5WL9+vX9C97Vr13BbSnmZgq1E2FnZ2EfPjstChIZVw+LFA9jf8s8/4XB+2f8L1pxdA3dXd5VXwf3tQtgCNxc3DKsyTB2P/3c87nvdh0MxggkmbXOWy+iyLYQtyJULeDsZrvYDO+LMmoliWTitZ+NYbpbVoZjILfkWoevcWZdoLlFCXyzK5Kx4H64Ec+tcvnx6uykncRzBoVuHUOb3Mnjt9xqTak1Cx9IdzR6SEEHwrbfUzFI4eOsgOpfujAm1JsBhjB0L9OjBhEn9ZlSokNkjEiKoGzeAHDnY3wD4+2+gVi2zR+Qw1+ExWhVKWM/Vq3oLK/FCUYIKER5870+aFDh1Cpg/Hw6Be9YbLG+ggoov8nyB70t9b/aQhHgHt+UNr6oT4qYenIqrT67CIezbp/dXEme6JKgQtihDBqBDB33Mv1eusoloIYGFgxg0SHdUZmflQP0LhQhTkiQBXdlZfY+TN/Y+C/zt2m9x8fFFZEqcCb9/9rvkVQibVT1bdVTJUgU+vj4YvP1tkrM9e/IEaNhQl/P86iugbVuzRyRE6BhQsB7/kSPAsmVmj8ZhSGDhADjbPG+ePmb/F7mOEhHx/fdA2rR61Wv6dNi13//7HYtPLIZrLFcsrrcYSeMmNXtIQoSKQe+Iarpp19yjc3H6/mnYLe6qbtMGuHJFV4dgEzJ5MxK2jP3VunfXx+wY+/q12SNyCBJYOAA+H7iKV6cOULq02aMR9oYJ3AMGBCT9P38Ou3Ty3kl0+ruTOv6p6k8ok/HdEthC2JrSGUqjTp46qju80W/FLk2bBixfrquGLF4MJE5s9oiEeL8uXYCUKYHz54E5c8wejUOQwMLOHTgArFypJ4Z4UShEZLRuDWTPriuLcVu0vXnx+gXqL6+Pl29eomb2muhRrofZQxIi3FghKhZiYcXpFThw8wDsztGj+gKNRo0CSpUye0RChA+3QhmdYtlz5eVLs0dk9ySwsHNGjlzz5kD+/GaPRtgrNstjaW8aPRp4+BB2hSsVp+6fQpoEaTDvi3lwiSUvbcJ+5E+VH80K6z4Pfba8vcixF1zibNBAJ2h9/HFAgCGEvWjXDsiUCbh5E5gyxezR2D1597VjbIDOGy8KmbwtRFTw2qBwYZaV05OO9mLR8UUqt4IzvgvqLkCq+KnMHpIQETa48mDEdomNTZc2YfOlzbAbTNI6exZIn15vJZG8CmFv4sQJuIhioqqnp9kjsmsSWNhxnpyxesdgO0sWs0ck7J2LC/DTT/r4l1/05I2tu/DoAtqu1ZVn+lXsh6pZq5o9JCEiJUuSLGhXop3/qoUdtJjSVUPmztUvHgsX6mRYIewRO8OzmeOjR8C4cWaPxq5JYGGnVq/WfYfix9dNzoSIDh99BJQvD7x6FbA1ylZ5v/FW/Sqe+zxHxcwVMaDS2wx0IexU3wp9ET92fOy/uR+rz6yGTeMqxXffBdSqrljR7BEJEXksOmDMrI0frxMORaRIYGGHfH0DggluZ02d2uwRCUfBXQxcCaaZM3WhDFv148Yfcfj2YSSPmxwL6y6Em4ub2UMSIkpSJ0iNzh90Vsf9tvaDr58vbBITXOvXB7y8gKpVZXZLOIYvvgBKltR/1+w0LCJFAgs79McfwOnTQLJkASWYhYguXLHgygUDWKMMra3hbO6k/ZPU8dw6c5E+UXqzhyREtOhetjuSxkmqihHMPzYfNqlbN+DYMV2mc/58wNXV7BEJET0za0ZA8euvurmTiDAJLOwMC29w1ZnYMVlKhYuYYKwIsxw9m5Lakmue1/D1n1+r425luuHjXB+bPSQhok2SOEnQu7wu9zdg2wC15c+mrFihL7qMWS521xTCUVSvrlfhfHykKk4kSWBhZ377Dbh2DUiXThfjECImFCkCNGqkj21pl8Nr39dotKIRHr/6f3v3AR5F9bUB/E0PvRgNhBaadAImEKqEooD5o3yiUkRQQIqAIIKAlEhRQHoVkC5CkKoCUgxNKQIJvTdDJwGBQIAkJPs9Z4ZNAAlms2V2dt/f86yZ3czu3DjMzpy5955zE1ULVMU39dldTY6nW9Vu8MvhpwTRMyJnwG6cO6cWvRF9+wING2rdIiLLM44HluQER49q3RrdYWChI3fupBXBk16LLFm0bhE5sqFD1flsa9cCf/wBuxC2JQw7LuxATq+cWNxsMTzdPLVuEpHFZfHIgsGvquMQh28bjjsJd7RuknoHt0ULNRVn9er2n92BKLOkwKPMt0hJAQYO1Lo1usPAQkcmTABiY4ESJYCPPtK6NeTo5N+Z8eakFGLUOvvlxjMbMfLPkcryrCazUCxPMW0bRGRF7Sq3Q4m8JRB7LxYTdk3Qujlq16WkIsydG1i8WC2gROSo5C6upFFeuVL9d08ZxsBCJ6QS8pgx6rLcKOJ3OtnCoEFq7aDt29WeC61cvXsVrVe2hgEGdA7sjHfLvatdY4hswMPNA0NDhirLY3aOwY17N7RrjBz8xhPQ3LlAkSLatYXIFsqWVWtbCGPRMMoQBhY6MXKkWhFZxr5Llj8iW5Biut27p92wlJ5hW5OUm61XtEZMfAwq+lbEuIbjbN8IIg00L98cAb4BiEuIS+2tszmplNm2rbosXwZNm2rTDiJbk8nbchc3IkJ9UIYwsNCBixeBKVPUZcmEJr1zRLZizD524ACwZIntty8XVBHnIpDVIyuWvLNEGX9O5AxcXVxTExRM2TMFl+Iu2bYBknP6/feB69eBypWB0aNtu30iLfn7A1262M94YJ3gJapOJtFKJeTatYFGjbRuDTkbqZfSp0/a0KikJNtt+4/oP5SUm2LaG9NQ2qe07TZOZAcal2iMWoVr4cHDBxi6VR0aZTMy7nbrViB7dvWugpeXbbdPpDXpqs+WDdizR51vQf+JgYWdO3kSmDMnLQOa1G8hsrUePYCXXgLOnAFmz7bNNmVMeasVrZBiSMEHFT9A20qPhmMQOREXFxeMqK+mv5y9bzZO3jhpmw1v3qze1RLTpwMlS9pmu0T2RE58n32mLkuGKOnFo+diYGHnpPKx/DsODQVq1tS6NeSs5IalMeueXGvcu2fd7RkMBnz484e4GHcRL7/wMqaFTrPuBonsmPRYhJYMRbIhGYM3qz14VhUTow6BkqEf7dqpy0TOqndvtev+2DG1KCQ9FwMLOxYVlTam3VgJmUgrHTuqyWCuXAEmT7butiS95uqTq+Hl5qXMq8jumd26GySyc1/XU08CS44swb4r+6y3IcnQIJO15UAvUwaYNMl62yLSA5lkKJMNjUXEEhK0bpFdY2Bhx4wVj1u1AgICtG4NOTsZXm0cGTFqFHDrlnW2s+fSHvT9va+yLBmgKuWrZJ0NEelIQL4AtCzfUlkesOnRycEaJK3sunVqnumfflLHlxM5u27dAD8/4Px5dWggpYuBhZ3atk39bpfKx8aLOSKtyYiIcuWAmzetkyDm9oPbaL6sOZJSktCsTDN0CXqUkYOIMLTuULi7uuO3079hW/Q2y29g1660O1oTJwLly1t+G0R6lCWL2lthHEJy547WLbJbDCzskAxrlcxmokMHoHhxrVtEpHJzUwuSGivBX71q2XkVHVd3xLlb5+Cf2x+z3pylTFwlIpVU4u5QuYOy3D+iv3LMWIzcLWjRAnj4EGjeHPj4Y8t9NpEj+OgjoEQJIDZWPQHSMzGwsEOrVwM7dqgBsqT3JLInb70FBAerE7iNQYYlzIyciZ+O/KTckQ1vFo7c3rkt9+FEDmJQnUHI4p4FOy7swJpTayzzoRKgyF2s6GigWDFg5kymICR6mhTLkxTMQrrspb4L/QsDCzsj8+aMPdFS5FSG9BHZE7nekEKNQq4/zp0z/zMPXTuEnut7Ksvf1PsGwQWDzf9QIgfkl8MP3at2T51rIemYzTZtGrBihXrhJBlDcuY0/zOJHNF77wGVKqlDoUaO1Lo1domBhZ1ZvBg4dEhNQtBXnb9KZHfq1QMaNFCL5RmHnWZWfGI83lv2nlIArFGJRvi8xueWaiaRQ+pbqy9yeeXCwWsHEX443LwP278f6NUrLStDUJBF2kjkkFxd09J0TpkCXLyodYvsDgMLO5KYqNatEF98oaZNJrJXxl6LhQuBw4cz/zndfuuG49ePK3diFzRdAFcXfi0RPU/eLHnxRc0vlOVBmwchMTkxcx8kd13lDqycfJo0AXqqvYZE9ByNGwO1a6tpZ5ld5194Brcjs2YBZ88Cvr5qpWMie1alCtCsmTo82zh8z1QLDy7EvP3zlGDix7d/xIvZXrR0M4kcUo/gHvDN5ouzN89idtRs0z9ADtxPPgFOnQIKFgTmzuW8CqKMkONkxAh1ec4c4ORJrVtkVxhY2In4+LQ5QVLhmKnDSQ/k36z0DP/yC7Bzp2nvPXnjJDqv7qwsD3p1EEL8Q6zTSCIHlM0zGwa+OlBZHrZtGO4l3TPtA+bPV7sbJdWbjMF94QXrNJTIEdWsCYSGAsnJzLJjicBi6tSp8Pf3h7e3N4KDg7F79+501/3+++9Ru3Zt5MmTR3k0aNDgues7K6lkLKk7/f3VCsdEeiCFeT/8UF3+8kv1JmhGyHwKqVcRnxSvBBQSWBCRaToGdlRSM1+5ewWT/5qc8TceOwZ07aouDxkC1KpltTYSOfR4YOm9kEKSUVFat0a/gcWSJUvQq1cvhIWFISoqCgEBAWjYsCFiYmKeuf6WLVvQsmVLbN68GTt37kShQoXw+uuv49KlS5Zov0OQ9OEyZ07IcD1PT61bRJRxMnlb/s1u2QJs3Jix9/Te0Bv7r+6HT1YfZQiUm6ubtZtJ5HA83TwxJGSIsjxy+0jcvH/zv990/746r0LyRUsGhn79rN9QIkdUsSLQsqW6nNnxwA7IxWBihR3poahSpQqmyGx4JT1qihIsdO/eHf0y8AWVnJys9FzI+9u0aZOhbcbFxSFXrly4ffs2cjpgGjy50yvD9aSi8YEDas80kZ589plaLygwENiz5/lDtVccW4FmPzVTlte2WovGJRvbrqFEDiY5JRkB0wNwJPYI+tfqj2/qP8qqkJ7OnYEZM4CXXlJPOPny2aqpRI7nzBmgdGm1sOTWrcCrr8IRmXIdblKPRWJiIiIjI5XhTKkf4OqqPJfeiIy4d+8ekpKSkPc5KY8SEhKUP+Lxh6O6cgWYOFFdlgxmDCpIr8Fx9uxAZCSwfHn66/1962+0/6W9stynRh8GFURmkt6+r+up6S8n/jURV+9eTX9lGbIhQYVE/jK/gkEFkXmKF1eLS4r+/TM+HtiBmRRYXL9+Xelx8JW0RY+R51dlgkAG9O3bF35+fk8EJ08bMWKEEhkZH9Ij4qikcrH0SFerBrz5ptatIcqcF18EPv88LfmA3Lx5WlJyEloub4lbD24huEBw6sUQEZnnzVJvolrBasoE7uHbhj97JUk5+PHHaRdAr71m0zYSOSyZvJ0lC7BjB7B6NZydTbNCjRw5EuHh4Vi5cqUy8Ts9/fv3V7pbjI8LFy7AEcn3vFQuFjIUipn+SM+kxpYkljlxQk0487SBmwZi18VdSmGvxc0Ww8PNQ4tmEjkcFxcXpWK9mBk5U0lB+wSpU9G8uYxnULPZyIRtIrIMPz/g00/T5lqkpMCZmRRY+Pj4wM3NDdeuXXvidXme7z+6VMeMGaMEFhs2bEBFmfDyHF5eXsoYrscfjjrpVe7svv46EMJMm6RzcpjKkCjx1VfAgwdpv1t3eh2+3fGtsjz7zdkomqeoRq0kckx1i9bFa8VeQ1JKEsK2hD35S5n/uHcvkCcPsGgR4O6uVTOJHFPfvkCuXMChQ2r6ZidmUmDh6emJwMBAREREpL4mk7flefXq1dN937fffothw4Zh3bp1CAoKMq/FDkIqFf/445MVjIn0TuptSa2tixeB775TX7t85zLarFQTNXwS9AmalVUnbhORZRknbv948EccunZIfVGGZowfry7PmwcULqxhC4kclATtElyIwYPVXkInZfJQKEk1K7Up5s+fj2PHjqFLly6Ij4/HRx99pPxeMj3JUCajUaNGYdCgQZgzZ45S+0LmYsjj7t27cGbSWyZzfN59V82kQ+QIZISj9FYYA+Zbt5PRekVrxN6LRYBvAMY2HKt1E4kcVpBfEN4p+w4MMGDg5oFqhN+2rfrLHj04kY/ImmQ4VL586jj32bPhrExONyskVezo0aOVAKFSpUqYNGmSkoZWhISEKAHEPLkzAin45o/o6Oh/fYbUwfjKeAXiZOlmJYFWjRpqBqgjR4BSpbRuEZHlyPC+8uXVuRYhXw3FFoQhm0c2RHaMRCkf/mMnsqbj14+j3LRycHmYgn/WBSDnngPq3avt22WcsdbNI3JsU6cC3bqpAYakos2aFY7AlOvwTAUWtuZIgYX8365bV0133L49MGuW1i0isrylS4H3+mwF2tYDXFOwoOkCfBDwgdbNInIK7X9uD/9xczBoG2DIkQMu+/apaTGJyLoSE9W6FufOqVl5HKQApdXqWJD5NmxQgwq5cSSTt4kc0auNYuHRopUSVJRNbMuggsiGvnGpjwF/qMsHh3ZlUEFkK56ewNCh6vKoUcDNm3A2DCxsSDKQGbPmdO0KOHB5DnJiKYYUtPv1QyRluQxcL4XTk6bg/HmtW0XkJK5dg2/HXnA1AN+/ArTLukE5JonIRlq2VMcD37oFjB4NZ8PAwoaWLQOiooAcOdT6RESOaPzO8Vh7ai283LwQdO4nJN7NzrT5RLa6e9WmjRJcPCxTGgPezIaoK1FYfnS51i0jch5ubsDXjwrATpgAXLkCZ8LAwoYTWqU4o5AKxT4+WreIyPL+uvgX+kWoY0onNJqAyQPVmjWSy+H4cY0bR+Tovv1WHW+bJQvcly1H1zp9lJclQ9TDlIdat47IeTRpAkgZhvv3geHD4UwYWNiIXFidPKkGFFKhmMjR3HpwCy2Wt1AuYCTlZafATqhWTc1wKTdSjYE1EVmBZH0aOFBdnjwZKFsWvar3gk9WH5y8cRLz9quZGonIBlxc0oqUzZyppqB1EgwsbEACVuNQEKlfIUOhiByJJJf7+NeP8fetv1E0d1F83+R7uMgXK9QeYVmUoYBS/JeILOyff9Rx3cnJQKtWQLt2yss5vHLgy1rqxL4hW4fgwcMHGjeUyImEhAANG6pDVpwoWw8DCxuYNk2tUySTtTt31ro1RJY3fe90LDu6DO6u7gh/Jxy5vXOn/k7msLVurS4bkxcQkQVzmEsgceECUKIEMH26Gsk/0qVKFxTKWQgX4y5i2p5pmjaVyOl886jX4scfgUOH4AwYWFhZXJyaylhIPUCpTEzkSA5cPYDP1n+mLI+sPxJVC1T91zrSY+fhAWzcCGzerEEjiRyVDHv6+Wc1zeWSJf/qEvd298ZXIWox2m/++AZxCXEaNZTICb3yCvDuu+oNABmy4gQYWFjZ2LHAjRtqvRRJ1kHkSO4m3kXzZc2RkJyA0JKh+Ky6GmA8rWhRoGNHdVkyotl/WU4iHZA0g33UCdoYM0a9iHmGNgFtUNqnNG7cv4FxO8fZto1Ezm7YMDVT1K+/Ajt2wNExsLCimBg1sDD+u3J317pFRJbVdW1XnLhxAgVyFMC8pvPg6pL+V4rMK82aFfjrL/UGKxGZ4c4doHlztdJv06ZAt27pripDFIfVHaYsj905FrHxsTZsKJGTK1UK+PBDp7mzxsDCykPr4uOBwECgWTOtW0NkWQsOLFAeEkwsarZIyT7zPPnyAT17qsvSIyzzTIkoE+TCpFMn4PRpoHBhYPbsJ+ZVPEuzMs0Q5Bek9DLKkCgisqGwMMDLC9i2DVi/Ho6MgYWVREcD332nLssci//4zifSlePXj+OTNZ8oy2F1wvBqkVcz9D4ZtZEnD3D0qDqXjYgyYc4cYPFidXiF/Myb9z/fIlnavqmnBhTT9k7D+dvnbdBQIlJI9p6uXdOymEgOdgfFwMJKZLKq9FDXrQs0aKB1a4gs537SfWVeRXxSPOr618WA2hmfkJY7N9C3b9oNHDlGiMgER44A3bunjbGtUSPDb21QrIFyzCYmJ2LIlkc50InINvr3V5Mr7Nun5l93UAwsrEDuxs6fnzYcir0V5Eg+3/A5Dl47iBezvogf3/4Rbq5uJr1frony5wf+/lutG0REGXTvnjqvQoojvf56WpSeQUqvRX2112LegXk4FnvMSg0lon+RCsmff5426TApCY6IgYUVSIVh6eWS+XRSeZjIUUitiu/2qmP8fvi/H5A/R36TP0MmcA8enHbD9e5dS7eSyEHJJCXpsZAJSwsWAK6mn8KrFayGt0q9hRRDCgZtHmSVZhJROnr1UgOMU6eAefPgiBhYWNiePcCKFWovxfDhWreGyHLO3TyH9r+0V5b71uyLhiUaZvqz2rcHihdXM6dNnGjBRhI5qvBw4Pvv1ZPLwoWAr2+mP2p4veFwgQuWH1uOvZf3WrSZRPQcMhTKWM9CxsxL76ODYWBhYcbKwh98AJQrp3VriCxDxmS3WN5CKa5VvWD11NSVmSXF8oYOVZdHjwb++ccy7SRySJL9yVgIRi5K6tc36+PKv1QeHwR8oCx/GfHopEVEttG5szqZ+9IlYNo0OBoGFhYUEQH8/rt60SSBKJGjGBAxALsv7UZu79xY3GwxPNw8zP7MFi2AihWB27eBUaMs0kwix5OQoB4sUreidm0164EFDAkZAg9XD2w8uxGbzm2yyGcSUQZ4ewNffZWWNjQuDo6EgYUF04obeyskGPX317pFRJax5uQajNk5Rlme+9ZcFMldxCKfK8PDJbmBmDQJuHzZIh9L5FhkgnZkJPDCC8CiRRartOqf2x+dAjspy/0j+sPg4EW7iOxKmzZA6dLAjRtplZQdBAMLC1m1Cti9G8iWLW34HJHeXYq7hLar2irL3at2R9PSTS36+W+8AdSsCTx4oE7kJqLH/PJL2iQkmehZsKBFP37gqwOR1SOr0hv584mfLfrZRPQccoPAOBF33Dh1wqGDYGBhAVJB2BhMSNIOM+bUEdmNhykP8f6K93Hj/g1UzlcZo18bbfFtyDxU6QkWs2apQ8mJCMD588CHH6Zlkvnf/yy+Cd/svugZ3FNZHrBpAJJTki2+DSJKx9tvA0FBampEY/e9A2BgYQE//AAcO6ZWFO7dW+vWEFnGsK3DsDV6K7J7ZseSd5bAy93LKtuRYeONGwMPH6aloSVyanIwtGoF3LwJVKmSFn1bQZ+afZDHOw+Oxh7FwoMLrbYdInrGnTVjQPHdd0B0NBwBAwsLzKszzsGRoopSWZhI7zaf24xh29SxSTP+NwMlXyhp1e0Zv1sXLwYOHLDqpojsn0zQ3r4dyJlTTTPr6Wm1TUlChn61+qmb3RKGhIcJVtsWET2lQQOgXj0gMdFhsv4wsDDTjBlqkOnnB3TrpnVriMwXEx+jDIEywIB2ldqhVYVWVt9mpUpq4hvBOUrk1CS1oLGHQupWFCtm9U12q9oN+bPnR/TtaMyMnGn17RHRM3ot5s9Xh7/oHAMLM0j2P+PcGxnCkSWL1i0iMo9U45XJ2lfuXkHZF8tiUuNJNtu21LVwcwPWrAH+/NNmmyWyH1evAq1bq2kGO3UC3nvPJpuVCdyD66jjEIf/MRx3E+/aZLtEBCA4GGjaFEhJAQYNgt4xsDDDhAlAbCxQogTQrp3WrSEy35gdY7Du9Dp4u3sr8yqyeWaz2bZLllQrchuHFTL7JTkVuaiQyqrXrgEVKgDjx9t08+0rt0fxPMWVHsuJux5loiIi2xg+XO29WL4c2LMHesbAIpMk9fCYMWl3WqUoHpGe7bq4S8kMIyY1mqRU57U16fmT2kHSY/HbbzbfPJF2Ro5Uh0FlzQosWWLzLnApejmsrjqv6tsd3+LGvRs23T6RUytXTr2xIIxF0XSKgYUZ5wAplhgQADRvrnVriMxz8/5NtFjWQkkx26J8C3R4pYMm7ShQAOjePe27VW7iEjk8iaSNQyCmTgXKlNGkGc3LN0eAbwDiEuIwavsoTdpA5LSGDFHvUssNhk2boFcMLDLh4kVgyhR1WebcSAVhIr2Sirsdfu2gTNyUoRCSBcpFumQ1LDQsyXAkO5TcuCVy+O7vli3VKFrmV7RVC1JqwdXFFV/X+1pZnrx7slIgk4hsxN8f6NxZ9+OBeUmcCTL0SSoF16ql5t8n0nNQMfLPkVhxbAU8XD2UeRU5vXJq2qYXXgD69FGX5SZuUpKmzSGynnv3gPffV+9WvfwyMG2aOs5aQ2+UfAO1CtfCg4cPUlNOE5GNDBgAZMsG7N4NrFoFPWJgYaKTJ4E5c9RlyQio8TmAKNMkX32HXzrgy03qeE6prB3oFwh7IBXsX3oJOHMm7XgjcrjK2nJ3av16wMtL7Z7LkUPrVim9lSPqq+luZ0XNwqkbp7RuEpHz8PVVT4Bi4EAgORlOEVhMnToV/v7+8Pb2RnBwMHZLZPUcS5cuRenSpZX1K1SogLVr10KvZHKp7OfQUPWcQKRHV+5cQd35dTFn/xxl+IMEFZ8Gfwp7kT17Wj0L6SGUG7tEDuOPP4CgIGDfPsDHRw0upJiLnZAeC+m5SDYkY/AWNQ0tEdlInz5A3rzA0aPAwoVw+MBiyZIl6NWrF8LCwhAVFYWAgAA0bNgQMTExz1x/x44daNmyJdq3b499+/ahadOmyuPw4cPQGzkHGMd8f60OQyXSnd2XdiPo+yDsvLhTqbq7ttVa9K7RW9N5Fc8iafyLFAEuX06b00Ske9Onq5V2JVe5BBN79wJ16sDeGOdahB8Ox/6r+7VuDpHzyJUL6NdPXQ4LAxISoCcuBhlkbQLpoahSpQqmPDrTp6SkoFChQujevTv6Gf9HPKZ58+aIj4/H6tWrU1+rVq0aKlWqhOnyBZsBcXFxyJUrF27fvo2cMqtTI2+8oabAlHl2ixZp1gyiTFtwYAE6/toRCckJKONTBr+0/AUl8paAvZJCpB9+COTJA5w9C+TOrXWLiDIpMRH49FNgxgz1uaQTlHF+kl7WTrVa3gqLDy9Wei/WtFqjdXOInMf9+2qRNLmzNmlSWrpEjZhyHe5uygcnJiYiMjIS/WW2+iOurq5o0KABdu7c+cz3yOvSw/E46eFYpbNJKctHzwQOXEFoAaBNALDne61bRGSaqCtR+PnEL6gnwX3BYPQu2BtZd52UmUOwV63zAjsLAecvAAtaANWra90iItO5GFJQbNko5D3yJwwuLjjR5hucfbcvsMW+egmfVs9lKH5yWYq1p9ai27zpeNGzsNZNInIagY3exv/mTEH8wEHY88qrCKkZAD0wKbC4fv06kpOT4SuTSx4jz48fP/7M91y9evWZ68vr6UlISFAej0dKWpI+nfwT+mDt5Uft+HfHDJHdqyLDi1Kf/QXgXdg7Nxk5Ynyy/tGDSKduIydaGRZh7fxQYD50oATwv/ZA0AxMje6idWOInIp7AeBoXqDkP7dxbvDnCIn4HQ4XWNjKiBEjMEQKhdiJhw+Bq775sTfpoVIM1c6GohNliIuLK/Jl90Ue7zzQE8OjBDrxd7VuCVHm3fDIh4mFxiDGuxSCoB9J/wzFuZjzeOgZq3VTiJzO8OB/MPTPi7hfqDj0wqTAwsfHB25ubrh27doTr8vzfPnyPfM98rop6wsZavX48CnpsZB5HFqRQohvRx1Xald4e2vWDCKnJHF8Ea0bQWQBtaFHLwHQbyZHIl1LSVGKOX0iKakdMSuUp6cnAgMDERERkfqaTN6W59XTGfwsrz++vti4cWO66wsvLy9lcsjjD3vAoIKIiIiIbMLVVa1zoyMmD4WSnoS2bdsiKCgIVatWxYQJE5SsTx999JHy+zZt2qBAgQLKcCbRo0cP1KlTB2PHjkVoaCjCw8Oxd+9ezJw50/J/DRERERER6SOwkPSxsbGxGDx4sDIBW9LGrlu3LnWC9vnz55VMUUY1atTAokWLMHDgQHz55ZcoWbKkkhGqfPnylv1LiIiIiIhIP3UstGAvdSyIiIiIiJxJnAnX4SZX3iYiIiIiInoaAwsiIiIiIjIbAwsiIiIiInLMAnlPM04D0boCNxERERGRM4l7dP2dkWnZuggs7ty5o/zUskgeEREREZGzunPnjjKJW/dZoaQI3+XLl5EjRw64uEgdXtszVv++cOECM1PpEPefvnH/6Rv3n75x/+kb959+xdnJvpNQQYIKPz+/J0pK6LbHQv6IggULwh7YUyVwMh33n75x/+kb95++cf/pG/effuW0g333Xz0VRpy8TUREREREZmNgQUREREREZmNgkUFeXl4ICwtTfpL+cP/pG/efvnH/6Rv3n75x/+mXlw73nS4mbxMRERERkX1jjwUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgcVjpk6dCn9/f3h7eyM4OBi7d+9+7vpLly5F6dKllfUrVKiAtWvX2qytZN7+mzdvnlLF/fGHvI+0sW3bNjRp0kSp6in7YtWqVf/5ni1btuCVV15RsmWUKFFC2adk//tO9tvTx548rl69arM2U5oRI0agSpUqyJEjB1566SU0bdoUJ06c+M/38fyn3/3H85/9+O6771CxYsXUAnjVq1fHb7/9putjj4HFI0uWLEGvXr2UtF5RUVEICAhAw4YNERMT88z1d+zYgZYtW6J9+/bYt2+fcjDL4/DhwzZvO5m+/4QcxFeuXEl9REdH27TNlCY+Pl7ZZxIcZsS5c+cQGhqKunXrYv/+/ejZsyc6dOiA9evXW72tZN6+M5KLn8ePP7koItvbunUrunbtil27dmHjxo1ISkrC66+/ruzX9PD8p+/9J3j+sw8FCxbEyJEjERkZib1796JevXp46623cOTIEf0ee5JulgyGqlWrGrp27Zr6PDk52eDn52cYMWLEM9d/7733DKGhoU+8FhwcbOjUqZPV20rm77+5c+cacuXKZcMWUkbJ19LKlSufu84XX3xhKFeu3BOvNW/e3NCwYUMrt47M3XebN29W1rt586bN2kUZFxMTo+yfrVu3prsOz3/63n88/9m3PHnyGGbNmqXbY489FgASExOVaLFBgwapr7m6uirPd+7c+cz3yOuPry/kDnl665N97T9x9+5dFClSBIUKFXruHQKyPzz+9K9SpUrInz8/XnvtNWzfvl3r5tAjt2/fVn7mzZs33XV4/Ol7/wme/+xPcnIywsPDld4mGRKl12OPgQWA69evKzvU19f3idfleXrjfuV1U9Yn+9p/pUqVwpw5c/Dzzz9j4cKFSElJQY0aNXDx4kUbtZrMkd7xFxcXh/v372vWLvpvEkxMnz4dy5cvVx5yYRMSEqIMYSRtyfegDCusWbMmypcvn+56PP/pe//x/GdfDh06hOzZsyvzBTt37oyVK1eibNmyuj323LVuAJEW5G7A43cE5Eu1TJkymDFjBoYNG6Zp24gcmVzUyOPxY+/MmTMYP348fvjhB03b5uxkrL6M1f7zzz+1bgpZcf/x/GdfSpUqpcwVlN6mZcuWoW3btsrcmfSCC3vHHgsAPj4+cHNzw7Vr1554XZ7ny5fvme+R101Zn+xr/z3Nw8MDlStXxunTp63USrKk9I4/mZCYJUsWzdpFmVO1alUeexrr1q0bVq9ejc2bNysTSp+H5z9977+n8fynLU9PTyWzYWBgoJLlS5JhTJw4UbfHHgOLRztVdmhERETqa9I1KM/TG+cmrz++vpCMDOmtT/a1/54mQ6mkO1KGaZD94/HnWORuHY89bcice7koleEXmzZtQtGiRf/zPTz+9L3/nsbzn31JSUlBQkKCfo89rWeP24vw8HCDl5eXYd68eYajR48aOnbsaMidO7fh6tWryu8/+OADQ79+/VLX3759u8Hd3d0wZswYw7FjxwxhYWEGDw8Pw6FDhzT8K5yXqftvyJAhhvXr1xvOnDljiIyMNLRo0cLg7e1tOHLkiIZ/hfO6c+eOYd++fcpDvpbGjRunLEdHRyu/l30n+9Do7NmzhqxZsxr69OmjHH9Tp041uLm5GdatW6fhX+GcTN1348ePN6xatcpw6tQp5fuyR48eBldXV8Pvv/+u4V/hvLp06aJkCNqyZYvhypUrqY979+6lrsPzn2PtP57/7Ee/fv2UDF7nzp0zHDx4UHnu4uJi2LBhg26PPQYWj5k8ebKhcOHCBk9PTyV96a5du1J/V6dOHUPbtm2fWP+nn34yvPzyy8r6kvpyzZo1GrSaMrP/evbsmbqur6+v4Y033jBERUVp1HIypiB9+mHcZ/JT9uHT76lUqZKyD4sVK6akUCT733ejRo0yFC9eXLmQyZs3ryEkJMSwadMmDf8C5/asfSePx48nnv8ca//x/Gc/2rVrZyhSpIiyL1588UVD/fr1U4MKvR57LvIfrXtNiIiIiIhI3zjHgoiIiIiIzMbAgoiIiIiIzMbAgoiIiIiIzMbAgoiIiIiIzMbAgoiIiIiIzMbAgoiIiIiIzMbAgoiIiIiIzMbAgoiIiIhIp7Zt24YmTZrAz88PLi4uWLVqlcmfIWXtxowZg5dffhleXl4oUKAAvv76a5M/x93kdxARERERkV2Ij49HQEAA2rVrh7fffjtTn9GjRw9s2LBBCS4qVKiAf/75R3mYipW3iYiIiIgcgIuLC1auXImmTZumvpaQkIABAwZg8eLFuHXrFsqXL49Ro0YhJCRE+f2xY8dQsWJFHD58GKVKlTJr+xwKRURERETkoLp164adO3ciPDwcBw8exLvvvotGjRrh1KlTyu9//fVXFCtWDKtXr0bRokXh7++PDh06ZKrHgoEFEREREZEDOn/+PObOnYulS5eidu3aKF68OHr37o1atWopr4uzZ88iOjpaWWfBggWYN28eIiMj8c4775i8Pc6xICIiIiJyQIcOHUJycrIyKftxMjzqhRdeUJZTUlKU5xJUGNebPXs2AgMDceLECZOGRzGwICIiIiJyQHfv3oWbm5vSAyE/H5c9e3blZ/78+eHu7v5E8FGmTJnUHg8GFkRERERETq5y5cpKj0VMTIwyFOpZatasiYcPH+LMmTPKUClx8uRJ5WeRIkVM2h6zQhERERER6bhX4vTp06mBxLhx41C3bl3kzZsXhQsXRuvWrbF9+3aMHTtW+X1sbCwiIiKUTFChoaHKUKgqVaooPRgTJkxQnnft2hU5c+ZUUtCagoEFEREREZFObdmyRQkknta2bVtlInZSUhKGDx+uzKG4dOkSfHx8UK1aNQwZMkSpWSEuX76M7t27K4FEtmzZ0LhxYyUQkeDEFAwsiIiIiIjIbEw3S0REREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREZmNgQUREREREMNf/A0i61a9afZwKAAAAAElFTkSuQmCC", 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", 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" ] @@ -79,19 +79,19 @@ "x_value = np.linspace(0, 3000000, 100)\n", "\n", "# Определение функций принадлежности для Cost\n", - "cost_low = fuzz.trimf(x_cost, [0, 200, 400])\n", + "cost_low = fuzz.trapmf(x_cost, [0, 0, 200, 400])\n", "cost_medium = fuzz.trimf(x_cost, [300, 600, 900])\n", - "cost_high = fuzz.trimf(x_cost, [800, 1200, 1600])\n", + "cost_high = fuzz.smf(x_cost, 800, 1200)\n", "\n", "# Определение функций принадлежности для Shares\n", - "shares_low = fuzz.trimf(x_shares, [0, 5000, 10000])\n", + "shares_low = fuzz.trapmf(x_shares, [0, 0, 5000, 10000])\n", "shares_medium = fuzz.trimf(x_shares, [8000, 15000, 20000])\n", - "shares_high = fuzz.trimf(x_shares, [18000, 25000, 30000])\n", + "shares_high = fuzz.smf(x_shares, 18000, 25000)\n", "\n", "# Определение функций принадлежности для Value\n", - "value_low = fuzz.trimf(x_value, [0, 500000, 1000000])\n", + "value_low = fuzz.trapmf(x_value, [0, 0, 500000, 1000000])\n", "value_medium = fuzz.trimf(x_value, [800000, 1500000, 2000000])\n", - "value_high = fuzz.trimf(x_value, [1800000, 2500000, 3000000])\n", + "value_high = fuzz.smf(x_value, 1800000, 2500000)\n", "\n", "# Определение нечетких правил\n", "fuzzy_rules = [\n", @@ -141,7 +141,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -149,12 +149,12 @@ "output_type": "stream", "text": [ "Cost | Shares | Эталонная Value | Оцененная Value\n", - " 150 | 5000 | 750000 | 500000.00\n", + " 150 | 5000 | 750000 | 388854.87\n", " 450 | 12000 | 1500000 | 1421901.23\n", - "1000 | 20000 | 2500000 | 2421901.23\n", + "1000 | 20000 | 2500000 | 1134974.43\n", "\n", - "Средняя абсолютная ошибка (MAE): 135399.18\n", - "Среднеквадратичная ошибка (RMSE): 157796.11\n" + "Средняя абсолютная ошибка (MAE): 601423.16\n", + "Среднеквадратичная ошибка (RMSE): 816459.84\n" ] } ], From 0d8030e8068fe6be45646640ec3bf645b6f60fb0 Mon Sep 17 00:00:00 2001 From: stroe Date: Sat, 22 Feb 2025 13:01:52 +0400 Subject: [PATCH 3/3] =?UTF-8?q?=D0=B8=D1=81=D0=BF=D1=80=D0=B0=D0=B2=D0=BB?= =?UTF-8?q?=D0=B5=D0=BD=D0=B8=D0=B5=20=D0=B4=D0=BB=D1=8F=20=D0=B3=D1=80?= =?UTF-8?q?=D0=B0=D1=84=D0=B8=D0=BA=D0=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lab_7/lab7.ipynb | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/lab_7/lab7.ipynb b/lab_7/lab7.ipynb index 77b7652..8dff6c0 100644 --- a/lab_7/lab7.ipynb +++ b/lab_7/lab7.ipynb @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -125,7 +125,7 @@ "ax2.plot(x_value, value_medium, 'g', linewidth=1.5, label='Средний')\n", "ax2.plot(x_value, value_high, 'r', linewidth=1.5, label='Высокий')\n", "ax2.set_title('Функции принадлежности для Value')\n", - "ax2.legend()\n", + "ax2.legend() \n", "\n", "plt.tight_layout()\n", "plt.show()" @@ -141,7 +141,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -151,10 +151,10 @@ "Cost | Shares | Эталонная Value | Оцененная Value\n", " 150 | 5000 | 750000 | 388854.87\n", " 450 | 12000 | 1500000 | 1421901.23\n", - "1000 | 20000 | 2500000 | 1134974.43\n", + "1000 | 20000 | 2500000 | 2512975.52\n", "\n", - "Средняя абсолютная ошибка (MAE): 601423.16\n", - "Среднеквадратичная ошибка (RMSE): 816459.84\n" + "Средняя абсолютная ошибка (MAE): 150739.81\n", + "Среднеквадратичная ошибка (RMSE): 213458.50\n" ] } ],