{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "M_Q9MHDzUEs1" }, "source": [ "```{index} single: application; portfolio\n", "```\n", "```{index} single: application; investment\n", "```\n", "```{index} single: solver; cbc\n", "```\n", "```{index} single: solver; highs\n", "```\n", "```{index} pandas dataframe\n", "```\n", "```{index} web scraping\n", "```\n", "\n", "# MAD portfolio optimization\n", "\n", "Portfolio optimization and modern portfolio theory has a long and important history in finance and investment. The principal idea is to find a blend of investments in financial securities that achieves an optimal trade-off between financial risk and return. The introduction of modern portfolio theory is generally attributed to the 1952 doctoral thesis of [Harry Markowitz](https://en.wikipedia.org/wiki/Harry_Markowitz) who subsequently was award a share of the 1990 Nobel Memorial Prize in Economics for his fundamental contributions to this field. The well-known \"Markowitz Model\" models measure risk using covariance of the portfolio with respect to constituent assets, then solves a minimum variance problem by quadratic optimization problem subject to constraints to allocate of wealth among assets.\n", "\n", "In a [remarkable 1991 paper](https://www.jstor.org/stable/2632458?seq=1), Konno and Yamazaki proposed a different approach using the mean absolute deviation (MAD) in portfolio return as a measure of financial risk. The proposed implementation directly incorporates historical price data into a large scale linear optimization problem." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "JTcAZ6X4L4Cy", "outputId": "de2096d9-0c1d-4460-9acb-ce23e0e9b059" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Using default Community Edition License for Colab. Get yours at: https://ampl.com/ce\n", "Licensed to AMPL Community Edition License for the AMPL Model Colaboratory (https://ampl.com/colab).\n" ] } ], "source": [ "# install dependencies and select solver\n", "%pip install -q amplpy pandas numpy matplotlib scipy scikit-learn yfinance\n", "\n", "SOLVER = \"highs\"\n", "\n", "from amplpy import AMPL, ampl_notebook\n", "\n", "ampl = ampl_notebook(\n", " modules=[\"highs\"], # modules to install\n", " license_uuid=\"default\", # license to use\n", ") # instantiate AMPL object and register magics" ] }, { "cell_type": "markdown", "metadata": { "id": "nt9quvdZL4C0" }, "source": [ "## Download historical stock data\n", "\n", "The following cells download daily trading data for a group of the stocks from Yahoo Finance. The trading data is stored in a designated sub-directory (default `./data/stocks/`) as individual `.csv` files for each stock. Subsequent notebooks can read and consolidate the stock price data.\n", "\n", "Run the cells in the notebook once to create data sets for use by other notebook, or to refresh a previously stored set of data. The function will overwrite any existing data sets." ] }, { "cell_type": "markdown", "metadata": { "id": "ohDvINA8L4C2", "pycharm": {}, "tags": [] }, "source": [ "### Installing `yfinance`\n", "\n", "The notebook uses the `yfinance` module to read data from Yahoo Finance. Web interfaces for financial services are notoriously fickle and subject to change, and a particular issue with Google Colaboratory." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "id": "O60Gqz-8L4C2" }, "outputs": [], "source": [ "%pip install yfinance --upgrade -q" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "KlGwLqhRL4C3" }, "outputs": [], "source": [ "import matplotlib.dates as mdates\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import scipy.stats as stats\n", "import datetime as datetime\n", "import yfinance as yf" ] }, { "cell_type": "markdown", "metadata": { "id": "MijPC5dVL4C4" }, "source": [ "### Stocks to download\n", "\n", "Edit the following cell to download a list of stock symbols from Yahoo Finance, `n_years` to change the historical period, or change the data directory. The first step in this analysis is to load and consolidate the asset price information into a single DataFrame named `assets`. The consolidated price information consists of the adjusted closing price reported by Yahoo Finance which includes adjustments for stock splits and dividend distributions." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 822 }, "id": "pamgVsH1L4C6", "outputId": "0aeff63a-2769-455a-ed23-febb5f9e968e" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "[*********************100%***********************] 30 of 30 completed\n", ":44: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n", " assets.fillna(method=\"bfill\", inplace=True)\n", ":45: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n", " assets.fillna(method=\"ffill\", inplace=True)\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 8 }, { "output_type": "display_data", "data": { "text/plain": [ "
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\n" }, "metadata": {} } ], "source": [ "# list of stock symbols\n", "tickers = [\n", " \"AXP\",\n", " \"AAPL\",\n", " \"AMGN\",\n", " \"BA\",\n", " \"CAT\",\n", " \"CRM\",\n", " \"CSCO\",\n", " \"CVX\",\n", " \"DIS\",\n", " \"DOW\",\n", " \"GS\",\n", " \"HD\",\n", " \"IBM\",\n", " \"INTC\",\n", " \"JNJ\",\n", " \"JPM\",\n", " \"KO\",\n", " \"MCD\",\n", " \"MMM\",\n", " \"MRK\",\n", " \"MSFT\",\n", " \"NKE\",\n", " \"PG\",\n", " \"TRV\",\n", " \"UNH\",\n", " \"V\",\n", " \"VZ\",\n", " \"WBA\",\n", " \"WMT\",\n", " \"XOM\",\n", "]\n", "\n", "# number of years\n", "n_years = 3.0\n", "\n", "# historical period\n", "end_date = datetime.datetime(2025, 1, 31).date() # datetime.datetime.today().date()\n", "start_date = end_date - datetime.timedelta(round(n_years * 365))\n", "\n", "assets = yf.download(tickers, start=start_date, end=end_date, auto_adjust=True)[\"Close\"]\n", "\n", "assets.fillna(method=\"bfill\", inplace=True)\n", "assets.fillna(method=\"ffill\", inplace=True)\n", "\n", "assets.plot(logy=True, figsize=(12, 8), grid=True, lw=1, title=\"Adjusted Close\")\n", "plt.legend(bbox_to_anchor=(1.0, 1.0))" ] }, { "cell_type": "markdown", "metadata": { "id": "HTwP0B94L4C9" }, "source": [ "## Daily return and Mean Absolute Deviation of historical asset prices" ] }, { "cell_type": "markdown", "metadata": { "id": "1bLYP28aL4C-" }, "source": [ "### Scaled asset prices\n", "\n", "The historical prices are scaled to a value to have unit value at the start of the historical period. Scaling facilitates plotting and subsequent calculations while preserving arithmetic and logarithmic returns needed for analysis." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 715 }, "id": "kkdDqZfkL4C-", "outputId": "eca243c7-3a14-470e-efe0-d954c4ce4401" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 9 }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ], "source": [ "# scaled asset prices\n", "assets_scaled = assets.div(assets.iloc[0])\n", "assets_scaled.plot(figsize=(12, 8), grid=True, lw=1, title=\"Adjusted Close: Scaled\")\n", "plt.legend(bbox_to_anchor=(1.0, 1.0))" ] }, { "cell_type": "markdown", "metadata": { "id": "Kl4D86mrL4C_" }, "source": [ "### Statistics of daily returns\n", "\n", "The scaled price of asset $j$ on trading day $t$ is designated $S_{j, i}$. The daily return is computed as\n", "\n", "$$r_{j, t} = \\frac{S_{j, t} - S_{j, t-1}}{S_{j, t-1}}$$\n", "\n", "where $t = 1, \\dots, T$. The mean return for asset $j$ is\n", "\n", "$$\\bar{r}_j = \\frac{1}{T} \\sum_{t=1}^T r_{j, t}$$\n", "\n", "The following cells compute and display the daily returns for all assets and displays as time series and histograms." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "RbdXu2O6L4DA", "outputId": "bfc27d70-2883-449a-9ae2-c38b774f3e4d" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ], "source": [ "# daily returns\n", "daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", "\n", "fig, ax = plt.subplots(6, 5, figsize=(12, 10), sharex=True, sharey=True)\n", "for a, s in zip(ax.flatten(), sorted(daily_returns.columns)):\n", " daily_returns[s].plot(ax=a, lw=1, title=s, grid=True)\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "k9DmtllkL4DB", "outputId": "879922e5-ce63-4d32-a929-52196e7ba853" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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w4Vi8eLHLui+++CKGDBmCl156CQ0aNED9+vUxY8YMfPjhh7j11luL3UcKLn9zCACDBw9Gfn4+1q1bBwDYtGkTzp8/7xwwLuyPP/4AADRt2tRluoi4dbaebmRqsVjw2GOP4dNPPy32BqbetGjRwqeczpw502s5p06dAoBic+Etp4711c6fr2UCQOXKlTF27Fi8/vrr+OCDD3Dvvffi3XffRceOHZGenu617vv378dHH32EQYMGwWAweF2WQsvf/Op0Orz++utIS0vDmjVr8PDDD6NFixbFlu/I5oEDBzB9+nSsW7cO1157La6++upi1zl69KjP/ePWrVu97p8/bby49X3NUuHpRZctvB1fy3Qco6L7+N133wEoOAEvvD+DBg3CvHnz8N///hdTp07Fb7/9ho4dOyo6uSft6tq1K+Lj45GQkICmTZtixYoVePPNN9GtWze3ZVetWoUBAwY4BzZvv/12vPfeex77yqK2bt3qcw6PHj3qtaxTp06hWrVq0Ol0LtN9OU91rF9aOQyk73733XeRl5eH4cOHF7sMhY/09HScOHEC11xzjV/rvfPOO2jfvj1SUlIAAEOHDsWmTZvcbr6tVFnvM31VUpmO82MA0Ov16N69O2bNmoVPPvkEr776Ks6ePYtevXph/fr1fm87XESUdgXKqlWrVqFatWro0qULADh/Ue+dd97BnDlz3D78rFq1Cq1bt0b9+vUBABUrVkSfPn2watUqPPbYY27lT5gwARMmTHD+bbFY8PLLL6syANKjRw+/fh3Pm+zsbJhMJrfpjl/F8vQrEIXXBeDT+tnZ2YiMjPRYjtlsdlnO1zIB9xPuf/3rX2jVqhWef/553H333c6TKZPJhKuuugqDBw/Grbfeivz8fCxduhR33nknUlNTcf311xe7nxQ8/uYQKBjg6NmzJ9asWYM777wTq1evRvv27VGrVi23ZR0DHkWvkkpLS3MbtP3xxx89/ofk0Ucfxdy5czFp0iT897//9Xv/vGXIoW7dul7nl5SLkrYRjPz5WiZQcAwLGzRoENq0aYPhw4dj0aJFePbZZz2Wk5WVhdtuuw1RUVEef1GTSpeS/FosFkRGRsJms6F79+7Flp2ZmemW0fbt25f4i6mJiYk+94/NmjXzOt+fNl7c+r5mCfAt376W2bt3b9SqVQtPPfUUoqOj0apVK+zYsQPjx49HRESES5nt27d3+c99//79MXjwYFx77bV47rnn8MUXX3jdTwofCxcuxFVXXQUAOHPmDN555x3ce++9qFixosv56a+//orffvsN06dPd04bNmwYpk2bho0bN6JPnz5et9OsWTOfc5iYmOh1fiDnqf6sX1IOC/8DJRhlFrV69WrEx8d7HDCk8ON4rStWrOjzOhcuXMDGjRvx6quvOqcNGjQIDz30EN577z089NBDAderrPeZvvL1/NdkMqFmzZrYuHGjyzJ33XUXGjdujCeffLLE98dwxUGpIMjPz8fatWvRpUsXHDp0yDm9bdu2mDNnDjZv3uxysnz58mVs2LABY8eOxf79+53Tb7jhBnz44Yf466+/nJ28w5gxY3DbbbdBr9cjNjYWTZo08djQlUhKSvI4kqtEVFSUx5/YzsnJcc73ti4An9aPiopCbm6ux3JycnJclvO1TE8iIyMxduxY3H///di9ezc6dOgAABg7dix++OEH/PTTT87LrYcMGYImTZrg0UcfxY4dO4otk4LD3xwWdscdd+Cuu+7C0aNHsW7dumKvNHJ0/kV/IrZChQrOTnjTpk2YNWtWsfWsVKkSHnvsMUyYMAE///wzKleu7PM+3nDDDT4v601JufCWCcf6aufP1zKLc8cdd+DJJ5/El19+6XFQKj8/H0OHDsXvv/+Ozz//HMnJyV7Lo9BSmt+xY8dCr9ejVq1aePLJJ9G1a1ePP3duNpvx6aefAig4SaxTpw5q1KhRYr3MZjO6du0awJ79I9A27mv/6k++fS3TbDZj/fr1GDJkCAYNGgSg4DjOnDkTL730UolfZ65fvz4GDBiAjz76CPn5+bxKsYxo06aNyz9fhg0bhhYtWmDs2LHo27ev8wPlO++8g5iYGNStW9d53ms2m1G7dm2sWrWqxA9dlStXVjWHSs8J/Vk/GDlU2ncfPHgQ27dvx9ixYxERwY+CZYHjK2lFb0HizbvvvgubzYYWLVq4fP5s27YtVq1apcqgVFnvM30V6OfPuLg43HPPPZgxYwaOHz/u0/lKuOE7URB89dVXOHXqFNauXevx63erVq1yOZl+//33YbVaMWfOHMyZM8fj8pMmTXKZ1qBBA9VCXlR2djbS0tJ8Wrak/0AlJSW5XMbv4LiM0dsHwbi4OJhMJuey3tZPSkpCfn4+zp4963JZZ25uLi5cuOBczp8yi+O4xPXixYvObbzxxhsYN26cy/f/jUYjevXqhddeew25ubnFju5TcPibw8L69+8Pk8mEkSNHwmq1YsiQIR6Xa9iwIQBgz549LtMjIiKc+Tx+/HiJdX300Ufx6quvYtKkSZg7d26JyzucO3cO+fn5JS5XoUIFrx8SHYPQxeWipEwEI3++lulNSkqKM6dFjR49Gp999hlWrVqFm266qcSyKLSU5Pejjz7CJ598grlz56JBgwbo06cPZs2aheeff95tfYPBoKgPzc/P9/lrDXFxcV7f9wNt4772r/7k258+u0mTJtizZw9+//13XLp0CY0bN0ZUVBQef/xxdOrUyWvdgYJ85ubmIjMz0+0eH1Q26PV6dOnSBfPmzcPff/+NJk2aQESwZs0aZGZmonHjxm7rnD17FhkZGV77rNzc3GLf24uKj4/3OuiZlJSEr7/+GiLi8hU+X88Jk5KSfO7THNMd55GFl3Xc1yZYZRbmuDcqv7pXdlgsFiQnJ7udj3rj+Cp8cf/gPHjwYIlX2pekrPeZviqpTMf5sTeFP39yUIp8smrVKiQkJGDhwoVu8z766CN8/PHHWLJkiXNEdNWqVWjatKnL1/EcXn/9daxevdptUCqY3n33Xdxzzz0+LSsiXuc3b94cX3/9NdLT011OOh1XDjVv3rzYdfV6Pa655hqPN0PdsWMH6tat67xSxVHOrl270Lt3b+dyu3btgt1ud873p8ziHDx4EACcX/24cOEC8vLyPA4O2Gw22O12nwYOSF3+5rCwqKgoDBw4EO+88w569eqFqlWretzG1VdfjQYNGmDdunWYO3eu4puFOq6WmjhxIkaOHOnzetdddx2OHDlS4nITJkzwejP1pk2bIiIiArt27XIZgMvNzcUvv/xS7KCcQzDy52uZxRERHD582OM9hZ5++mksX74cc+fO9XivMCp9/ub3ypUreOSRR9CyZUuMHTsWBoMBgwYNwtSpUzFs2DDUqVNHlXodO3bM57K+/vprdO7cudj5gbZxX/tXf/Ltb5+t0+nQpEkT598bNmyA3W73acDv4MGDMJvNin4kgsKH4x5RjiuKv/32Wxw/fhyTJ092u7n4pUuXMGbMGKxbt87jzdEdtm3b5vxab0kOHTqE2rVrFzu/efPm+M9//oN9+/a5DJL5cp7qmP/dd9/Bbre7/GNyx44diI6Odn7ToXDeCw8WnTx5EsePH8eYMWOCWmZhq1evRr169XhriTKmb9++WLp0KbZv34527dp5XfbQoUPYtm0bxo4d6/ZPBLvdjrvuugurV6/GCy+8EFCdynqf6avq1asjPj7e4/nvzp07S6w74P75s8wp1d/+K4McP635r3/9y+P8rVu3CgBZu3atiIgcPXpUdDqdTJ482ePyq1atEgDyww8/iIh/PxeP//3Evb9OnjwpqampPj1K8sMPP7jVNycnR+rXry9t27Z1WfbIkSOyb98+l2kzZsxw+5nhP/74QwwGgzzzzDPOaVlZWRIXFyd9+/Z1Wf/OO++U6OhouXDhgt9lnj171m1/0tPTpV69elK1alXnT3Tm5eVJbGysXHXVVS4/23nlyhWpUaOGNGzY0PtBItX5m0MR97z88ssvMmHCBNm2bZtz2oQJEwSAnDt3zjnNkdFhw4ZJbm6u27befPNNt/bWqVMnadKkictyly9fltjYWGnevLnPGf/+++99yumBAwdKLKtnz56SlJQk6enpzmn/+c9/BIB8/vnnzmmZmZmyb98+l2MQjPz5U6anrDp+5vuVV15xmT5z5ky3n6wnbVGS30ceeUT0er1Luzp+/LhUqFBBevfu7bL+yJEjJSYmRlHdsrOzfe4fL168WOJ++trGz507J/v27ZPMzEznNH/6V1/z7U+ZnvanZcuWbtvxlM9ffvlFjEaj9O/f32uZFB6WL1/u9r4uIpKbmysNGjSQyMhI58+wjxo1SmJiYiQ7O9tjWQ0aNJCePXt63d7Fixd9zmFx23E4duyYGI1Gl/7fbrdLx44dpXr16pKXl+ecfvLkSdm3b59LX7927VoBIO+//75z2rlz5yQ2NlZuv/12l201bNhQmjVr5lLmCy+8IDqdTn7//feglunw008/CQB58cUXvR4XCj/79++XmJgYady4sZw+fdrj/Llz54qIyJQpUwSAHD161GNZ3bp18/j5JSYmRkaOHOlzncp6n1nYjz/+KABk+fLlHufff//9EhUV5XLMv/zySwEgixcvdk7z1GceP35cKleuLNdee63HsssCDkqpzNGRrFu3zuP8/Px8iY+Pl379+onIPx/QfvnlF4/LX7p0SSIiIuThhx8WEf8Hpdq2bStTpkxxe3z33XcK99B/t912m0RERMjTTz8tr7/+urRv314iIiLk22+/dVmuU6dOUnSc1DEIlJCQIDNnzpRXX31VUlJSJDk52S20jg+hgwcPlmXLlsmIESMEgLz00kuKypwwYYI0a9ZMXnjhBVm6dKlMmjRJatWqJTqdTt555x2XMqdOnSoApEWLFvLqq6/K7NmzpVGjRgLAbVkKPn9zKOLbIK6nQSkRkeeee04ASL169WT8+PHyn//8R+bNmyejR4+WChUqSMWKFWX//v3O5T0NShUu39eMq2n37t1iMpmkRYsWsnjxYhk/fryYzWbp3r27y3Jff/21AJAJEya4TFc7f/6UGRUVJXfffbfMmTNHFi5cKMOGDROdTifNmzd3OSH56KOPBIA0aNBAVq5c6fbwdBJHoedvfnft2iUGg8HZTxb2yiuvCAD54IMPnNMCGZRSm69t3PHe8PXXX7tM97V/9TXf/pR52223yaOPPiqvv/66zJo1Sxo1aiQmk0m+/PJLl+W6dOkivXv3lqlTp8rSpUvlsccek+joaKlUqZLHD80UfhyDUpMnT3a+n86ZM0datWolAOTZZ58VkYIPgLGxsTJw4MBiy3ryySclIiJCzpw5E6rqy9NPPy0AZMyYMbJs2TLp06ePAJBVq1a5LDdy5EgBIIcOHXJOy8vLk+uvv14qVKggkyZNkoULF0qTJk2kYsWK8scff7is/+mnn4pOp5ObbrpJli5d6hxMHz16tMtywSjT4cknnxQAbuVQ2fDf//5XzGazVK5cWR599FFZtmyZLFy4UIYPHy6RkZEyZswYESkYzGzevHmx5SxYsEAAyO7du12m+zsopTYt9pkLFiyQKVOmyAMPPCAA5NZbb3V+3r58+bJzuaNHj0qVKlWkXr16Mn/+fJk2bZpUrlxZrrnmGsnJyXEud/fdd0vHjh1l4sSJsnTpUnn++eelSpUqEhkZ6bY/ZQkHpVTWr18/MZvNLh+Eirr77rvFaDTK+fPn5ZprrpGaNWt6LbNz586SkJAgNpvN70Gp4h5Tpkzxe9+Uys7OlqeeekoSExPFZDLJddddJ1988YXbcp4GpUQK/os1ePBgsVgsUqFCBenbt6/8/fffHre1dOlSufrqqyUyMlLq1asnr776qtjtdkVlbtq0Sbp16yaJiYliNBolNjZWunfvLps3b/a47VWrVkmbNm0kNjZWoqKipG3bti4fhCh0/M2hSGCDUiIi33zzjQwePFiSkpLEaDSKxWKR1q1by4QJE+TUqVMuyxY3KHXp0iWpVKlSqQxKiYh899130r59ezGbzRIfHy8PPfSQy3+JRIoflBJRN3/+lHnvvfdK48aNpWLFimI0GqV+/fryzDPPuNW98KCfp0dZ7uzDib/5bdmypSQnJzuvxCgsLy9PmjdvLjVq1JArV66IiLYGpUR8a+PFnWD72r+K+JZvf8p8+eWXpWHDhs4PQP3795eff/7Zbbl58+ZJmzZtJC4uTiIiIiQpKUnuvPPOYjNP4ccxKFX4YTabpXnz5rJ48WJne/7www8FgLzxxhvFlvXNN98IAJk3b16oqi/5+fkybdo0qVWrlkRGRkqTJk08/kPR06CUSMGVW6NGjZIqVapIdHS0dOrUye2qMYePP/5YmjdvLiaTSWrUqCEvvPCCx6usg1Fmfn6+VK9eXVq2bOnDUaFw9ddff8no0aOldu3aEhkZKRUrVpQbbrhBFixYIDk5ObJ79+4Sr5Y7fPiwAJDHH3/cZXppD0qJaK/PrFWrVrHnlUXfK/bs2SPdu3eX6OhoiY2NleHDh7v9Q3T16tVy4403Snx8vEREREjVqlXllltucRsgLGt0IiXcFIiIiIiIiIiIiEhl+pIXISIiIiIiIiIiUhcHpYiIiIiIiIiIKOQ4KEVERERERERERCHHQSkiIiIiIiIiIgo5DkoREREREREREVHIRZR2BZSw2+04efIkKlasCJ1OV9rVIQpbIoIrV64gOTkZen3gY9TMJpE6mE0i7WEuibSJ2STSJl+zGZaDUidPnkRKSkppV4OozDh27Bhq1KgRcDnMJpG6mE0i7WEuibSJ2STSppKyGZaDUhUrVgRQsHMWi6WUa+POZrNh06ZN6N69O4xGY2lXR5HM3Ewkz0kGAJx88iRiImP8LCATSC5Y33bkCIyxsaGvgwZovS2kp6cjJSXFmalAaTmbWn8tlFCSEdvlyzDWqlXwx8mTQEzJ65SFLBal9fbAbIYXNTKiJJvBqEdp03J7KE+5BLT9WhQVtLavwvmsx2LDMKtabg/MZnhRq/2r0W+qWZ/SoPW24Gs2w3JQynEZpcVi0ewbRXR0NCwWiyYbhy8MuQbAXPDcYrH4H06DwfnUZrHAqOB1CrgOGhAubUGtS5O1nM1weS38oSQjNrsdzr23WHzqwMtCFosKl/bAbIYHNTKiJJvBqEdpC4f2UB5yCYTHa+EQtLavwvmsx2LDMKvh0B6YzfCgVvtXo99Usz6lIVzaQknZ5I3OiYiIiIiIiIgo5DgoRUREREREREREIReWX9+j4IvQR+DB1g86n/tfQATy778fR48cQY0IZc0s4DoQlXGKMhIRgUO9eqFmrVow+JhNZpHIO1UyoiCbQakHURgKWttX4XzWY7HMKpVjqrV/FfpNVetDivGok0emCBMW9lkYQAEm2OfPx68bNqCGyVQ6dSAq4xRlxGTCr/fdhxq9e8Pg43fPmUUi71TJiIJsBqUeRGEoaG1fhfNZj8Uyq1SOqdb+Veg3Va0PKeb31/e2bNmCfv36ITk5GTqdDuvWrXOZf/fdd0On07k8evbs6bLMxYsXMXz4cFgsFsTGxmLUqFHIyMgIaEeIiIiIiIiIiCh8+D0olZmZiWbNmmHhwuJHE3v27IlTp045H2vWrHGZP3z4cOzduxepqan47LPPsGXLFowZM8b/2lPQiAjOZZ7DucxzEBElBQDnziEyLa3geWnUgaiMU5QRkYJcnjvnczaZRSLvVMmIgmwGpR5EYShobV+F81nPxTKrVH6p1v5V6DdVrQ8p5vfX93r16oVevXp5XcZkMiExMdHjvH379uGLL77Ajz/+iNatWwMAFixYgN69e2P27NlITk72t0oUBFm2LCTMTgAAZDyX4f9PY2ZlwVi9OnoBsPXvD0RGhr4ORGWcooxkZaHXyJEFzzMyfPr5XGaRyDtVMqIgm0GpB1EYClrbV+F81mOxzCqVY6q1fxX6TVXrQ4oF5Z5S33zzDRISElC5cmXcdNNNmDp1KqpUqQIA2L59O2JjY50DUgDQtWtX6PV67NixA7fccotbeVarFVar1fl3eno6AMBms8FmswVjFwLiqJMW6+arwnW32Wyw6fzcF5sNRudTG6DgWARcBw3QelsItF7hlE2tvxZKKMmITUE2y0IWi9J6e2A2w4saGVGSzWDUo7RpuT2Up1wC2n4tigpa21chl56LDb+sark9MJvhRa32r0a/qWZ9SoPW24Kv9VJ9UKpnz5649dZbUadOHRw4cADPP/88evXqhe3bt8NgMOD06dNISEhwrUREBOLi4nD69GmPZU6fPh2TJk1ym75p0yZER0ervQuqSU1NLe0qKJaTn+N8vnHjRpgNZr/WN+TkoO//nn/11VfIN/u3vhp10BKttoWsrKyA1g/HbGr1tVBCSUYKZ3Pjxo0+ZbMsZbEorbYHZjO8qJERJdkMRj20QovtoTzmEtDma1FUsNq+GueznoRzVrXYHpjN8KJW+1ej31SzPqVJq23B12zqJIAvTup0Onz88ccYOHBgscscPHgQ9erVw5dffombb74Z06ZNw1tvvYU///zTZbmEhARMmjQJDzzwgFsZnkavU1JScP78eVgsFqXVDxqbzYbU1FR069YNxgB+CaA0ZeZmovLsygCAS09d8v8yxsxMGCsXrJ919iyMsbGhr4MGaL0tpKeno2rVqkhLS1OUpXDKptZfCyWUZMR2+TKi//ePAdulSz5d6lwWsliU1tsDsxle1MiIkmwGox6lTcvtoTzlEtD2a1FU0Nq+CuezHosNw6xquT0wm+FFrfavRr+pZn1Kg9bbgq/ZDMrX9wqrW7cuqlativ379+Pmm29GYmIizp4967JMXl4eLl68WOx9qEwmE0wefobVaDRq8uA7aL1+3hjln3or2g9jgOurUQcN0Wr9A61TOGZTy3Xzl6KMFMkmfFinLGWxKK3uD7MZXlTJiIJsBqUeGqHF+pfHXALarx8QxLavwvmsx2LDOKtarC+zGV5Ua/8q9Juq1qcUabXevtbJ71/f89fx48dx4cIFJCUlAQDatWuHy5cvY/fu3c5lvvrqK9jtdrRt2zbY1SEiIiIiIiIiIg3w+0qpjIwM7N+/3/n3oUOH8MsvvyAuLg5xcXGYNGkSBg0ahMTERBw4cADjxo1D/fr10aNHDwBAo0aN0LNnT4wePRpLliyBzWbD2LFjMXToUP7yHhERERERERFROeH3oNSuXbvQpUsX599PPPEEAGDkyJFYvHgxfv31V7z11lu4fPkykpOT0b17d0yZMsXlkshVq1Zh7NixuPnmm6HX6zFo0CDMnz9fhd0htUToIzCy2Ujnc/8LiID9rrtw/PhxJEUo+5ZowHUgKuMUZSQiAke7dEGNGjWg9zGbzCKRd6pkREE2g1IPojAUtLavwvmsx2KZVSrHVGv/KvSbqtaHFPP7qHfu3Bne7o2+cePGEsuIi4vD6tWr/d00hZApwoQVA1cEUIAJ+W+8gZ83bECSh+9oh6QORGWcooyYTPj50UeR1Ls39D5+z5tZJPJOlYwoyGZQ6kEUhoLW9lU4n/VYLLNK5Zhq7V+FflPV+pBiQb+nFBERERERERERUVEclCKPRASZuZnIzM30emWclwKAzEwYcnIKnpdGHYjKOEUZESnIZWamz9lkFom8UyUjCrIZlHoQhaGgtX0Vzmc9F8usUvmlWvtXod9UtT6kGL80SR5l2bJQYXoFAEDGcxmIiYzxs4AsGCtXRl8AtkuXgMjI0NeBqIxTlJGsLPQdOrTgeUYGEFPyOswikXeqZERBNoNSD6IwFLS2r8L5rMdimVUqx1Rr/yr0m6rWhxTjlVJERERERERERBRyHJQiIiIiIiIiIqKQ46AUERERERERERGFHAeliIiIiIiIiIgo5DgoRUREREREREREIcdBKSIiIiIiIiIiCrmI0q4AaZNBb8DgxoOdz/0vwAD7rbfi1OnTSDAoWF+NOhCVcYoyYjDgRPv2SEpMhN7HbDKLRN6pkhEF2QxKPYjCUNDavgrnsx6LZVapHFOt/avQb6paH1KMg1LkkTnCjPdvez+AAszIX7sWuzZsQG+zuXTqQFTGKcqI2Yxd48ahd+/e0BuNwdsOUTmiSkYUZDMo9SAKQ0Fr+yqcz3osllmlcky19q9Cv6lqfUgxfn2PiIiIiIiIiIhCjoNSREREREREREQUchyUIo8yczOhm6SDbpIOmbmZCgrIhDEyEgMGDgQyFayvRh2IyjhFGcnMxICBA2GMjPQ5m8wikXeqZERBNoNSD6IwFLS2r8L5rMdimVUqx1Rr/yr0m6rWhxTjoBQREREREREREYUcB6WIiIiIiIiIiCjkOChFREREREREREQhx0EpIiIiIiIiIiIKOQ5KERERERERERFRyHFQioiIiIiIiIiIQi6itCtA2mTQG9C7QW/nc/8LMMDeqxfOnj2LKgYF66tRB6IyTlFGDAacbtUKCQkJ0PuYTWaRyDtVMqIgm0GpB1EYClrbV+F81mOxzCqVY6q1fxX6TVXrQ4pxUIo8MkeYsf6O9QEUYEb+f/+LHRs2oLfZXDp1ICrjFGXEbMaOF19E7969oTcag7cdonJElYwoyGZQ6kEUhoLW9lU4n/VYLLNK5Zhq7V+FflPV+pBiHJQiIirjaj/7T0drMghmtinFyhAREREREf0P7ylFREREREREREQh5/eg1JYtW9CvXz8kJydDp9Nh3bp1LvNFBP/+97+RlJSEqKgodO3aFX///bfLMhcvXsTw4cNhsVgQGxuLUaNGISMjI6AdIXVl5mYiZloMYqbFIDM3U0EBmYiIjUWf228HMhWsr0YdiMo4JRmJys1Bn9tvR0RsrM/ZZBaJvFMlI5mZfmczKPUgCkNBa/sqnM96LJZZpXJMtfavQr+pan1IMb8HpTIzM9GsWTMsXLjQ4/yZM2di/vz5WLJkCXbs2IGYmBj06NEDOTk5zmWGDx+OvXv3IjU1FZ999hm2bNmCMWPGKN8LCoosWxaybFmK19dlZSHCai3VOhCVdUoyEmG1Qpfl3zrMIpF3amRESTaDUQ+icBSstq/G+awnzCqVZ2q1fzX6TTXrQ8r4fU+pXr16oVevXh7niQjmzp2LF154AQMGDAAAvP3226hWrRrWrVuHoUOHYt++ffjiiy/w448/onXr1gCABQsWoHfv3pg9ezaSk5MD2B0iovKt8P2jiIiIiIiItEzVG50fOnQIp0+fRteuXZ3TKlWqhLZt22L79u0YOnQotm/fjtjYWOeAFAB07doVer0eO3bswC233OJWrtVqhbXQfyjS09MBADabDTabTc1dUIWjTlqsm68K191ms8Gm83NfbDYYnU9tgIJjEXAdNEDrbSHQeoVTNrX+WijhKSMmg3hdxyT/zPc1m2Uhi0VpvT0wm+FFjYzY2G8C0HZ7KE+5BLT9WhQVtLavQi49Fxt+WdVye2A2w4ta7V+NflPN+pQGrbcFX+ul6qDU6dOnAQDVqlVzmV6tWjXnvNOnTyMhIcG1EhERiIuLcy5T1PTp0zFp0iS36Zs2bUJ0dLQaVQ+K1NTU0q6CYjn5/3zdcuPGjTAb/PsZXENODvr+7/lXX32FfAU/oxtoHbREq20hK8DLXcMxm1p9LZTwlJGSflnPkGN3WceXbJalLBal1fbAbIYXNTJSuN/0NZvBqIdWaLE9lMdcAtp8LYoKVttX43zWk3DOqhbbA7MZXtRq/2r0m2rWpzRptS34mk2diHj/t7q3lXU6fPzxxxg4cCAAYNu2bbjhhhtw8uRJJCUlOZcbMmQIdDod3n33XUybNg1vvfUW/vzzT5eyEhISMGnSJDzwwANu2/E0ep2SkoLz58/DYrEorX7Q2Gw2pKamolu3bjAajSWvoEGZuZmoPLsyAODSU5cQExnjZwGZMFYuWD/r7FkYY2NDXwcN0HpbSE9PR9WqVZGWlqYoS+GUTa2/Fkp4ykjTiRu9rhObl40dM4cAAGyXLgExJeeqLGSxKK23B2YzvKiREdvly4j+3z/tfM1mMOpR2rTcHspTLgFtvxZFBa3tq3A+67HYMMyqltsDsxle1Gr/avSbatanNGi9LfiaTVWvlEpMTAQAnDlzxmVQ6syZM2jevLlzmbNnz7qsl5eXh4sXLzrXL8pkMsFkMrlNNxqNmjz4DlqvnzdG+afeivbDGOD6atRBQ7Ra/0DrFI7Z1HLd/OUpI9Z8ndd1rPZ/5huNRpes+rOdskKr+8Nshhc1MnLdzG/xy/+eXzt5M7IjzTg8o0/I66EVWqx/ecwloP36AUFs+yqcz3osNoyzqsX6MpvhRbX2XySfvpzTBrU+pUir9fa1TqoOStWpUweJiYnYvHmzcxAqPT0dO3bscF4B1a5dO1y+fBm7d+9Gq1atABRcDmu329G2bVs1q0MB0Ov06FSrk/O5/wXoYb/xRly8cAGV9ArWV6MORGWckozYdTqcb9IEcVWqQO9jNplFIu/UyIgjmweu6GDXeR9cDmY9iMJR0Nq+CuezHotlVqkcU6396/V+n9MGtT6kmN+DUhkZGdi/f7/z70OHDuGXX35BXFwcatasicceewxTp05FgwYNUKdOHbz44otITk52fsWvUaNG6NmzJ0aPHo0lS5bAZrNh7NixGDp0KH95T0OijFH45u5vAiggCvlffomtGzagd1RU6dSBqIxTkhGr0YStL72E3r17Q+/jfy+YRSLv1MiII5vjdhpKvOIxmPUgCkdBa/sqnM96LJZZpXJMtfYfFeX3OW1Q60OK+T0otWvXLnTp0sX59xNPPAEAGDlyJFasWIFx48YhMzMTY8aMweXLl9GhQwd88cUXMBe68diqVaswduxY3HzzzdDr9Rg0aBDmz5+vwu4QEREREREREVE48HtQqnPnzvB2b3SdTofJkydj8uTJxS4TFxeH1atX+7tpIiIiIiIiIiIqI/ilSfIoMzcT8bPiET8rHpm5mQoKyEREcjJ6jhgBZCpYX406EJVxSjISlZuDniNGICI52edsMotE3qmREUc2t786HFG5OSWvEKR6EIWjoLV9Fc5nPRbLrFI5plr7z8z0+5w2qPUhxVS90TmVLeezzge0vu78eZgA2EqxDkRlnZKMmNLTAQCNXvwC2ZH/fLXa2y99MYtE3qmREVN6Otx//yn09SAKR8Fq+2qcz3rCrFJ5plb7d5zTBop5LF28UoqIiIiIiIiIiEKOg1JERERERERERBRy/PoeERERUQjVfna927TY0FeDiIiIqNTxSikiIiIiIiIiIgo5DkoREREREREREVHI8et75JFep0fr5NbO5/4XoIe9VSukpaWhgl7Z2GfAdSAq45RkxK7T4VL9+jieWfA8WNshKk/UyIiSbAajHkThKGhtX4XzWY/FMqtUjqnW/vV6XKpfH5UqVYI+gHwyj6WPg1LkUZQxCj+O/jGAAqKQv307tmzYgN5RUaVTB6IyTklGrEYTtsyejXE7DbDmu37w9XSfm8Mz+jCLRCVQIyPeshnKehCFo6C1fRXOZz0Wy6xSOaZa+4+KwpbZs9G7d2/ojcbSrw8pxqFAIiIiIiIiIiIKOV4pRUQUpjxd2URERETBVdyVxURE5D9eKUUeZdmyUHtubdSeWxtZtiwFBWQhokEDdBs9GshSsL4adSAq4+zIwXHTv3Dc9C/YkePTOmZbDrqNHo3NC0fBbPNtHWaRyDs1MqIkm8GoB1E4ClrbV+F81mOxzCqVY6q1/6wsdBs9GhENGgSUT+ax9PFKKfJIRHAk7YjzuYICoDtyBNEAbErWV6MOROVAvv6sX8vrBIg+dw7R/3vuC2aRyDs1MuIpm/5ejcGsUnkVrLbf6IXPse9/57PNp6biskGd+0oxq1Seqdb+RRB97pzzeanXhxTjoBQF3XUvfensxHlpM1F4qf3s+oKrsP53Ht7o31/g6IxBpVspIiIiIqJCiv4jh587wwe/vkdERERERERERCHHQSkiIiIiIiIiIgo5DkoREREREREREVHIcVCKiIiIiIiIiIhCjjc6J490Oh0axzd2PldQAKRRI1zJyIAoWF2VOhCVA0Z7Tb+WFx2QnpKCM9nwK5v+boeoPFGjv1KaTbXrQRSO/G37vv6ypeiAv6umoFqU8lx6wqxSeaZa+9fpkJ6SgooVKgRUDvNY+jgoRR5FG6Ox98G9ARQQjbz/+z98vWEDcnYagPxSqANRGaeHGcnWRX6tk2M04+sFCzBupwHWfN86XiXbISpP1OivlGQzGPUgCkfBavs5RjP6jlmEmW3yFZ/PesKsUnmmWvuPjsbXCxagd+/eMBqNpV8fUoyDUhRSnv4zVRh/upOIiMg/vl71QUTFK+kclYiIgoODUkRERERERERUZvAfNuGDg1LkUZYtC9ctuw4A8OPoHxFtjPa4XNGwO4OelYWI1q3RJSMD5qGvwKqPClodiMorO3Jw2vQEACDR+gr0MJe4jtmWgy4PP4HPsoF+I15FjrHkdYpuh4hcqdFfKclmUYWzmmXbx36Tyo1gnTOabTn49I3HUW0lFJ/PesJzXCrPlLb/op87K9mz8d3aJ3D43ofRb8SrgIJ+M5D6kHo4KEUeiQh+P/e787lDSZc2O+ZH5eZg3759sADQiddV/K4DEf3Dpj/q1/I6ASzHjvmdTX+3Q1SeqNFfKc1mUY6sst+k8iRY54w6ARqcP+Z8rhae41J5plb7V6vfZB5LHweliIiIiIiIiKjU8L5u5Zde7QInTpwInU7n8mjYsKFzfk5ODh566CFUqVIFFSpUwKBBg3DmzBm1q0FERERERERERBoWlCulmjRpgi+//PKfjUT8s5nHH38c69evx/vvv49KlSph7NixuPXWW7F169ZgVIWIiIio1Kj9n1/+J5kofPBGy0REJQvKoFRERAQSExPdpqelpeGNN97A6tWrcdNNNwEAli9fjkaNGuGHH37A9ddf77E8q9UKq9Xq/Ds9PR0AYLPZYLPZgrAHgXHUSYt181XhuttsNth0BX+bDL59z7bwcia9+Lxe0e16qkM40XpbCLRe4ZRNrb8WSrjkzCDQo+ScmcR1HbsP2bTDdZ2ycAy13h6YzfDirb/yud9UkM2iCmeV/ab6ylMuAW2/FkX5e84YjPPZq8d/5mF99+WKvt7hklUttwdmM7wE+jnTQUm/6emYhWMeHbTeFnytV1AGpf7++28kJyfDbDajXbt2mD59OmrWrIndu3fDZrOha9euzmUbNmyImjVrYvv27cUOSk2fPh2TJk1ym75p0yZER2v37vipqamlXQXFcvJznM83btwIs6Hg1wxmtvFtfUNOvvP5iy3tyDfne1n6Hxs2bCixDuFIq20hKysroPXDMZtafS2UmNoqH0N/++e52VByzgw59n/Wb53vUzZz8l23Uzin4U6r7YHZDC/e+ivf+03/s+lej3+yyn5TfeUxl4A2X4ui/D1nDPb5rDcbNmwI63NcLbYHZjO8BPo500FJv+npHDac8+ig1bbgazZ1ovIt5j///HNkZGTg6quvxqlTpzBp0iScOHECe/bswaeffop77rnHZSQaANq0aYMuXbrg5Zdf9limp9HrlJQUnD9/HhaLRc3qq8JmsyE1NRXdunWD0Wgs7eookmXLQrOlzQAA/zfm/5w/jdl04kaf1jfbcrBh6UOoHCno/K9FSPMx3Hsm9iixDuFE620hPT0dVatWRVpamqIshVM2tf5alMRT9uzIwWHjQwCA2raF0KPknFXKz8E3bz6IS7k69B6z0KefnS+6nd8nDvCz9tqj9fbAbIYXb/2Vr/2mkmwWVTir58f9xX5TZeUpl4C2X4ui/D1nDPb5rDd7JvYIy3NcLbcHZjO8BPo500FJv1n4s2ZJ9QkHWm8LvmZT9SulevXq5Xx+7bXXom3btqhVqxbee+89REVFKSrTZDLBZDK5TTcajZo8+A5ar583lYyVcPixw27Trfk6n9a36qNw00NvYGabfKTtNPi8XuHjVVwdwpFW20KgdQrHbGq5bt54zlAUque/CQDw9aLdNIMZqcuWYZwjlz7909d1O+F4/Iqj1fbAbIYXR39V+9n1aDb5+yJzfev/lGWzqH+yWim6kpICNEOL7aE85hLQfv0A/88Zg30+643RaAzrc1wttgdmM7wE+jnTQUm/6el4hXMeHbTaFnytU1C+vldYbGwsrrrqKuzfvx/dunVDbm4uLl++jNjYWOcyZ86c8XgPKiIiIiIiIiIqO7Tyox1F68EfIigdQR+UysjIwIEDB3DXXXehVatWMBqN2Lx5MwYNGgQA+PPPP3H06FG0a9cu2FUhIiIiUoVWTqiJiIiIwpnqg1JPPfUU+vXrh1q1auHkyZOYMGECDAYDhg0bhkqVKmHUqFF44oknEBcXB4vFgocffhjt2rUr9ibnVDqybdm4ccWN+PV4GqpZZ0AP90tavTHZrPjg7WdQ4z3AdMsMWPX+fwffUQcA2HL3FkQZlX39k6isssOKM6ZnAcDnnJpsVtz41LP4IBMYPOxlWI0lr1N0O0TkSkkWi1KSTW/1yLbdxH6Tyo1gnTOqcT7rCc9xqTzLtmXjlOlxAMr7TECdfhNg36kFqg9KHT9+HMOGDcOFCxcQHx+PDh064IcffkB8fDwA4NVXX4Ver8egQYNgtVrRo0cPLFq0SO1qUIDsYseuk7sAPQAffma+KL0Irjm13/k8oDoAuPrFDdDDzEsqiVwIcvV/O5/7Qi+Cyvv3ozL8yab/2yEqXwLPiLJsFl8Pu9hLWJao7Ch8zli07QdyVaMa57OeeKsvUVlnF7sq55VK+k3P7wfsO0ub6oNSa9eu9TrfbDZj4cKFWLhwodqbJiIiIiIiIiKiMBH0e0oR+aPw6LUdOQCvniQiIiIiIiIqkzgoRUREfvF06TO/WktERERERP7ioBQRERFRGdPo319AD9ebMnPwmIiIiLSGg1JERERERBQ2il6xWxZu+cCrkIlKX9F/6DCDocFBKSpW1eiquJiZq3j9i1EWxBgDq4NeLIEVQFTGKcmI1WJBpi342yEqT9TIiJJsBqMeROHI0fY9XSUYCDXOZz2pGl1V/UKJwoRafZUa/SbAvrO0cVCKPIqJjMG5p88p/hnd7Egz2j2+CjPb5CN7pwHI978MPcxIyVmtaPtE5YGSjGRHmvHF229j3E4DrPm6oG2HqDxRIyNKsulvPXglBpVVweqn1Dif9cRxnk1UXhTtf1IQeF7V6DcBnudqgb60K0BEREREREREROUPr5SisFJ4lJ3/3SUiIiIq25RetU9EROGBV0qRR9m2bHRe0RmnI5+FHVa/1zfZrHj7nedww/jxMNn8Xx8A7LDidOSziutAVNYpyYjJZsUN48fj7Xee8zmbzCKRd2pkREk2g1EPonAUrLavxvmsJ47z7M4rOiPblq1auUThQK28qtFvqlkfUo5XSpFHdrHj2yPfAgYAEL/X14ug7dE9Bc97+b9+AYHVsMf5vKii/znjlVNU/njPiCd6EVTduxdV//c8WNshKl8Cz4iybKpfD6LwFJy2r875rKvaz66HHTk4FvUtAODqFzeoemN2Iu1TJ6/q9Jvq1YeU46BUOcTBHCIiIt+V5a8P8ebnREREVJo4KEVuHP/BQVRp14So7CsrHwjLyn4QERFpBftWIioPOChFZfo/wERERERERBQ6ZeXzpS/7wYHiwHFQisoMfi2RSFv4H14iIiJ1sW8lorKGg1JERERERERE5BNeDEBq4qAUFUsnpoDWzzKaEKkv3ToQlXVKMpJnMiHXHvztEGmdmlccqJERJdkMRj2IwlGw2r4a57OeMKtUlvj7dT212r8a/SbAPJY2DkqRR3qYUTPnQ8XrZ0ea0eLpDzCzTT6ydxqA/NDXgShc+dqxK8lIdqQZ6999F+N2GmDN1wVtO0Ra42uulNwHQ42MKMlmMOpBVJqU3ocmWG1fjfNZT5hVKs/Uav9q9Jtq1oeU46BUGcTLKYmIiIhIC3gPJCIi8oaDUuVAWfn1AyIiIgo+DiIQERFRqHBQqgwIxqCTIBfnIqcBAOJzn4cOkX6tb8rLxesfTEPDjYLIm5+HVef/93QDrQNRWackI5F5uWg7ZRpev6zDfQOfhzWi5HWYRSLv1MiIkmwGox5E4ShYbV+N81lP1K5vcZ8FOJhMWqRW+1ej31SzPqQcB6XII4Ed2YZdzuf+fktXb7ej84GC9Q1d7IAh9HUgKuuUZMRgtyNx924koiCnwdpOcXgFBpVFamRESTaDUY/iMLukJrX/oRqstq/G+awnoTrH9fU4M8sUSmq1fzX6TTXrQ8pxUEqDeE8odfA4EhGVfRws0Ra+HuUHX2ui8oG3gqFg46BUGOIbgzIcpKJQYk59xw82ROGJ73NlT+HX1GQQzGxTipUhIkUC/czD93b/+Hu8eI7rjoNSGsHwh15Jb9gcxCIiIiKiso7/HCKi0lRqg1ILFy7ErFmzcPr0aTRr1gwLFixAmzb8dwyVHg4MEmkHT5ApEHw/J1JP04kbYc3nXVaIygr2kaVLyfEv6+fApTIo9e677+KJJ57AkiVL0LZtW8ydOxc9evTAn3/+iYSEhNKoUlAU7sQDaUh849AGXjlFVPZxMIyIShvfh0jLPA1Ssn0SUSBKZVDqlVdewejRo3HPPfcAAJYsWYL169fjzTffxLPPPuu2vNVqhdVqdf6dlpYGALh48SJsNltI6tx2+maflzXpBS+0sCPCpke+veBNu/5T73ldR2vfoxTkADkFz415mdAh36/1I/JykO54bstEhPj/iwiB1iHYSnpNgX/awoULF2A0Gn0uu2h72/HczYrXLapwWVeuXAEAiIjP5RcWaDZ9zZWv+++tPMdr0Xz8R7Dag/8f31BkWklGIvKy/8lmXiYi9CWvo5Us+pK54hRtQzabDVlZWW7ZjMjLdFv3woULirfrq6Jt127NAqB+NpuP/wh6U3RAmfK0biDLBZpNLfSfamRESTaDUY9g8JTd4tqHL+1B7Tboax6C1Wc6cungqU37cwwDUXjbEXZBVpbr+WxJPNVTq/2hL9Q4n/VEq1ktrOhr6enzTXHL+ivQtvzl2IJv25TW+ayDP+fgvq7jSUnvk0UzV/T1Ke1+U632r0a/qWZ9gqm4jPl6DqVG2/Olryxaps/ZlBCzWq1iMBjk448/dpk+YsQI6d+/v8d1JkyYIAD44IOPID2OHTumKM/MJh98BPfBbPLBh/YezCUffGjzwWzywYc2HyVlUyeicEhZoZMnT6J69erYtm0b2rVr55w+btw4fPvtt9ixY4fbOkVHr+12Oy5evIgqVapAp9Ped9zT09ORkpKCY8eOwWKxlHZ1Sg2Pg/aPgYjgypUrSE5Ohl6v93v9cMqm1l+LUOFxKKD148Bslj88DgW0fBzKUy4Bbb8WocTjUEDLx4HZLJ94HLR/DHzNZmlfvecTk8kEk8nkMi02NrZ0KuMHi8WiycYRajwO2j4GlSpVUrxuOGZTy69FKPE4FNDycWA2yycehwJaPQ7lLZeAdl+LUONxKKDV48Bsll88Dto+Br5k0/+h5ABVrVoVBoMBZ86ccZl+5swZJCYmhro6RERERERERERUCkI+KBUZGYlWrVph8+Z/boJlt9uxefNml6/zERERERERERFR2VUqX9974oknMHLkSLRu3Rpt2rTB3LlzkZmZ6fw1vnBnMpkwYcIEt8tAyxseBx4DLeFrUYDHoQCPg3bwtSjA41CAx0E7+FoU4HEowOOgHXwtCvA4lJ1jEPIbnTu89tprmDVrFk6fPo3mzZtj/vz5aNu2bWlUhYiIiIiIiIiIQqzUBqWIiIiIiIiIiKj8Cvk9pYiIiIiIiIiIiDgoRUREREREREREIcdBKSIiIiIiIiIiCjkOShERERERERERUchxUIqIiIiIiIiIiEKOg1JERERERERERBRyHJQiIiIiIiIiIqKQ46AUERERERERERGFHAeliIiIiIiIiIgo5DgoRUREREREREREIcdBKSIiIiIiIiIiCjkOShERERERERERUchxUIqIiIiIiIiIiEKOg1JERERERERERBRyHJQiIiIiIiIiIqKQ46AUERERERERERGFHAeliIiIiIiIiIgo5DgoRUREREREREREIcdBqRA4cOAA7rvvPtStWxdmsxkWiwU33HAD5s2bh+zsbOdytWvXhk6ncz5iYmLQpk0bvP32225lfvPNN87l3nnnHY/bveGGG6DT6dC0adOg7VtxLl++jDFjxiA+Ph4xMTHo0qULfvrpJ5/X37dvH3r27IkKFSogLi4Od911F86dO+e2nN1ux8yZM1GnTh2YzWZce+21WLNmTUBlnjp1CmPGjEGdOnUQFRWFevXq4YknnsCFCxdctrtixQr0798fKSkpiImJQdOmTTF16lTk5OT4vJ8UWr5mMTc3F/PmzUOLFi1gsVgQGxuLJk2aYMyYMfjjjz8UlwsANpsN8+fPx3XXXYeKFSuiQoUKuO666zB//nzYbLagHwNPwjWvJ0+exJ133omrr74aFStWRGxsLNq0aYO33noLIuKy7MSJE13eXx0Ps9ns835S6JWUrZ9++gk6nQ4vvPBCsWX8/fff0Ol0eOKJJyAi6NixI+Lj413e0x3uv/9+GI1G/PLLL0HcK3e+Zqg4n3zyCVq2bAmz2YyaNWtiwoQJyMvLc1vOn6z7WmZho0ePhk6nQ9++fd3m5eTkYPr06WjcuDGio6NRvXp13Hbbbdi7d6/P+0mla8WKFW7vn8nJyejRowfmz5+PK1euuK3jeO89f/68y/RPP/0UnTp1QkJCAqKjo1G3bl0MGTIEX3zxRah2p0Tbtm1Dhw4dEB0djcTERDzyyCPIyMjwef033ngDjRo1gtlsRoMGDbBgwQKPy504cQJDhgxBbGwsLBYLBgwYgIMHDyou888//8Tjjz+O9u3bw2w2Q6fT4fDhwx7Le/zxx9GyZUvExcUhOjoajRo1wsSJE/3aTwoNJflz2Lp1K2655RZUq1YNJpMJtWvXxn333YejR4+6LDdz5kzodDr8/PPPLtNFBJUrV4ZOp8OhQ4dc5uXk5MBkMuGOO+5Qb2cDEK796ZYtW5yfK81mMxITE9GzZ09s3brVY5mBvj9pjlBQffbZZxIVFSWxsbHyyCOPyNKlS+W1116ToUOHitFolNGjRzuXrVWrljRv3lxWrlwpK1eulJkzZ8pVV10lAGTp0qUu5X799dcCQMxms/Tq1cttu4cOHXLOb9KkSdD3s7D8/Hxp3769xMTEyMSJE+W1116Txo0bS8WKFeWvv/4qcf1jx45J1apVpV69ejJv3jx56aWXpHLlytKsWTOxWq0uyz777LMCQEaPHi1Lly6VPn36CABZs2aNojKvXLkitWrVkqpVq8q///1vWbZsmYwdO1aMRqM0b95c8vPzncsBkOuvv16mTp0qS5culXvuuUf0er107txZ7Ha7CkeS1ORPFvv27SsGg0HuvPNOWbhwocydO1fuv/9+qVGjhixfvlxxuRkZGdKpUycBIH379pXXXntNFi1aJP379xcA0qlTJ8nIyAjVIRGR8M7r//3f/0mnTp3k+eeflyVLlsiCBQucx/K5555zKXPChAkCQBYvXux8j125cqWsXr06gKNHweRrtho2bCh169YttpyJEycKANm9e7eIiOzdu1eMRqPcfffdLstt27ZNdDqdPPnkk8HbKQ/8yZAnGzZsEJ1OJ126dJGlS5fKww8/LHq9Xu6//36X5fzJuq9lFvbjjz9KRESEmM1m6dOnj9v8W2+9VSIiIuSBBx6QZcuWyaRJkyQhIUEqVqwohw8f9vFoUWlavny5AJDJkyfLypUr5c0335Rp06ZJ9+7dRafTSa1ateT//u//XNZxvPeeO3fOOW3WrFnOPu+VV16RJUuWyFNPPSXNmzeXkSNHhnivPPv555/FbDZLixYtZPHixTJ+/HgxmUzSs2dPn9ZfsmSJAJBBgwbJ0qVL5a677hIAMmPGDJflrly5Ig0aNJCEhAR5+eWX5ZVXXpGUlBSpUaOGnD9/XlGZy5cvF71eL02bNpXmzZsLADl06JDHet5www3yyCOPyPz582Xp0qXywAMPiMlkkhtuuMF5zkvaoCR/IiLz588XnU4n9erVkylTpsh//vMfefLJJ6VSpUpSqVIl2bp1q3PZrVu3CgCZP3++Sxm//fabAJCIiAhZuXKly7wtW7YIAFm4cGFwdtwP4dyfLlu2TAYMGCBTp06V//znPzJr1ixp1qyZ6PV6+fzzz12WDfT9SYs4KBVEBw8elAoVKkjDhg3l5MmTbvP//vtvmTt3rvPvWrVquZ3InT17VipUqCCNGjVyme4YlHKc5BXu7EVEXnrpJalWrZp06NAh5INS7777rgCQ999/3znt7NmzEhsbK8OGDStx/QceeECioqLkyJEjzmmpqakCQF5//XXntOPHj4vRaJSHHnrIOc1ut0vHjh2lRo0akpeX53eZq1atEgDy2WefudTp3//+twCQn376SURErFary5u4w6RJkwSApKamlrifFDr+ZHHnzp0CQF566SW35fLy8lxOEv3N+JgxYwSALFiwwG3Z1157TQB4/dAXDOGc1+L07dtXYmJiXMr09MGItMufbE2ZMkUAyPbt2z2WdfXVV0vDhg1dpj3//PMCQL755hsREcnNzZWmTZtKzZo1Qz4wHGh7b9y4sTRr1kxsNptz2vjx40Wn08m+ffuc0/zJuq9lOtjtdmnXrp3861//8nguc/z4cQEgTz31lMv0r776SgDIK6+8UuJ+UulzfCj+8ccf3eZt3rxZoqKipFatWpKVleWcXvS912azicVikW7dunncxpkzZ4JTeT/16tVLkpKSJC0tzTlt2bJlAkA2btzodd2srCypUqWKWw6GDx8uMTExcvHiRee0l19+WQDIzp07ndP27dsnBoPB5Z8r/pR54cIFSU9PF5F/BgCLG5TyZPbs2V7fU6l0KMnf999/L3q9Xjp27CiZmZku6+zfv1+qVasmSUlJzvZjtVrFbDbLkCFDXJZdsmSJVKlSRXr06CH33Xefy7xp06YJAI8DYqFWFvrTwjIzM6VatWrSo0cPl+mBvD9pFQelguj+++8XAB4HLzzxdCInItK6dWuJjIx0meYYlHrrrbckJiZGFi1a5DK/SZMm8vDDD0unTp1CPih12223SbVq1dz+wzJmzBiJjo6WnJwcr+snJCTIbbfd5jb9qquukptvvtn598KFCwWA7N2712W51atXCwD57rvv/C5z8eLFHt/wHdNLevP49ddfPf6HgUqXP1lcs2aNy4dVtco9duyYGAwGuemmm4pdpkuXLhIRESHHjh0rsTy1hHNeizN27FjR6XQePxidPXtW0tLSeDWjxvmTrYMHDwoAefjhh93m7dq1SwDIlClTXKZnZ2dLvXr15Oqrrxar1SrTp08XAPLJJ5+otg++CqS979271+N/qE+cOOG2375m3Z8yHd566y2pWLGinDp1yuO5zL59+wSAzJo1y+P0xYsXe91P0gZvH4pF/vlwWvjq/qKDUqdOnRIAMnHixJDUWYm0tDSJiIiQp59+2mW61WqVChUqyKhRo7yuv379egEg69evd5m+bds2AeBypcl1110n1113nVsZ3bt3l3r16ikqszAlg1IffPCBAHC7OoNKl5L89ejRQwwGgxw8eNDjOm+99ZYAkOnTpzundezYUapXr+6y3F133SV9+/aVyZMnS9OmTV3m9enTR2JjYzVxZV1Z6E+Latq0qbRt29b5d6DvT1rFe0oF0aeffoq6deuiffv2isvIy8vD8ePHUblyZY/zo6OjMWDAAJf7svzf//0f9u7d69d3e7OysnD+/PkSH5cuXSqxrJ9//hktW7aEXu/avNq0aYOsrCz89ddfxa574sQJnD17Fq1bt3ab16ZNG5fvOP/888+IiYlBo0aN3JZzzPe3zBtvvBF6vR6PPvoofvjhBxw/fhwbNmzASy+9hIEDB6Jhw4Ze9/306dMAgKpVq3pdjkLLnyzWqlULALBq1aoS75/iT7mff/458vPzMWLEiGKXGTFiBPLy8kq8pwbz6io7Oxvnz5/H4cOH8dZbb2H58uVo164doqKi3JatW7cuKlWqhIoVK+LOO+/EmTNnit0/Kj3+ZKtOnTpo37493nvvPeTn57vMW716NQC49YdmsxmLFi3Cn3/+iQcffBCTJ0/GLbfcgn79+vlUv7S0NJ8yWNL9HZS098Ic84uun5ycjBo1arhl0Jes+1MmAFy5cgXPPPMMnn/+eSQmJnqsZ7169VCjRg3MmTMHn376KY4fP46dO3fi/vvvR506dTB06FCv+0nh4a677gIAbNq0qdhlEhISEBUVhU8//RQXL15UtB218lec3377DXl5eW4ZiIyMRPPmzRXnslWrVtDr9c75drsdv/76a7H5P3DggPM+Qb6WqUReXh7Onz+PkydPYtOmTXjhhRdQsWJFZ/9M4aFo/rKysrB582Z07NgRderU8bjO7bffDpPJhM8++8w5rUOHDjhx4oTLfci2bt2K9u3bo3379ti7dy8uX74MoOBeU9u2bUO7du3c+paiMjIyfMptWlqaov0vC/0pAKSnp+P8+fP4448/8Pzzz2PPnj24+eabnfMDfX/SKg5KBUl6ejpOnDiBa665xq/1bDabM5R79uzBv/71L5w+fRqDBw8udp077rgD33//PY4dOwag4MN03bp1cf311/u83ZkzZyI+Pr7ER4sWLUos69SpU0hKSnKb7ph28uRJr+sWXrbo+hcvXoTVanUuW61aNeh0Oq/b8afMxo0bY+nSpfj999/Rrl07pKSkoE+fPrj55pvx/vvve99xFBxHi8WCXr16lbgshYa/Wbz++uvRqVMnLFu2DDVq1MAdd9yBRYsWud0M0t9yf//9dwBAs2bNil3GMW/fvn1ey2JerS7T582bh/j4eNSpUwd33303rr/+eqxdu9ZlmcqVK2Ps2LF4/fXX8cEHH+Dee+/Fu+++i44dOyI9Pb3YfaTQU9J/Dh8+HGfOnMHmzZud0+x2O9599120a9cOdevWdVune/fuGDZsGN544w1ERERg/vz5Pm9vwIABPmVw7NixXstR0t79Wb9wfn3Nuj9lAsDkyZMRFRWFxx9/vNh6Go1GfPjhh4iJiXHeyLVt27bIyMjAtm3bEBsbW+y6FD5q1KiBSpUq4cCBA8Uuo9fr8fTTT2P37t2oWbMmevfujWnTpvn14xpq5a84/mbA0/oGgwEJCQku0yMjI1GlShXn+o58+5pLX8pUYteuXYiPj0f16tXRo0cPiAg++eQTxMXFKS6TQq9o/v7++2/k5eV5Pe80mUy4+uqrXc47O3ToAAD4/vvvART8w/3gwYO44YYb0LZtW+j1emzbtg1AwbntpUuXnOt4M3bsWJ9yO2DAAEX7Xxb6UwAYMmQI4uPj0ahRI8yZMwf33XcfXnzxRUX1DCcRpV2BssrxIadixYp+rbdp0ybEx8e7TLvnnnswa9asYtfp3r074uLisHbtWjz11FNYu3at16sxPBkxYoRPbyierjwoKjs7GyaTyW2641euiv4aWdF1AZS4vslk8nk7/pQJANWrV0ebNm3Qu3dv1KpVC9999x3mz5+PqlWrYvbs2cXWfdq0afjyyy+xaNEinmBriL9Z1Ol02LhxI2bPno133nkHa9aswZo1a/DQQw9hyJAheP311xEbG+t3uY7/dnpb3jGvpEES5tW1rGHDhqF169Y4d+4cPvvsM5w5c8at3o8++qjL34MGDUKbNm0wfPhwLFq0CM8++2yx+0mhpaT/vP322/HYY49h9erV6N69OwDg22+/xYkTJ/Dcc88Vu57jqtbGjRujRo0aPm9vzpw5Pl2JmJyc7HW+kvbuz/qF30vUymDhMv/66y/MmzcPa9asKbaODpUrV0bz5s1x22234frrr8f+/fsxffp03HbbbUhNTeUvYZYRFSpU8PorYAAwadIkNGzYEIsWLcLGjRvx+eefY/z48WjRogVWrVrldkVtUWrlrzglZcBbv+hYPzIy0uO8wuv7mn9/ylSicePGSE1NRWZmJrZt24Yvv/wyvH/FqxwrnD9fzjsd8wu/r7dv3x56vR7ff/897rzzTmzduhVGoxHXXXcdoqKicO2112Lr1q3o3bu385fhfDknHTduHO68884Slyvu20ElCff+1GHGjBl48skncezYMbz11lvIzc11+eZGoO9PWsVBqSCxWCwAUGLHXFTbtm0xdepU5OfnY8+ePZg6dSouXbpUbEcEFPwH8rbbbsPq1avRpk0bHDt2zO+f5axbt67H/yQrERUV5XEkOicnxznf27oAfFrf1+34U+bWrVvRt29f/PDDD87LIgcOHAiLxYJJkybhX//6Fxo3buxWzrvvvosXXngBo0aNwgMPPFDs/lHoKcmiyWTC+PHjMX78eJw6dQrffvst5s2bh/feew9GoxHvvPOO3+U6Tgq8Le/rCQTz6lqnWrVqOb92OWzYMIwZMwZdu3bFn3/+6bX+d9xxB5588kl8+eWXHJTSECWZrVKlCnr06IGPP/4YS5YsgdlsxurVqxEREYEhQ4Z4XGfXrl1YuHAhmjZtih07duCdd97x6YQZKPjKjBqUtHd/1i+8rloZLFzmo48+ivbt22PQoEHF1hEo+LpVx44d8fTTT+PJJ590Tm/dujU6d+6M5cuXs+8sIzIyMtyu5vFk2LBhGDZsGNLT07Fjxw6sWLECq1evRr9+/bBnzx6vg5Rq5S8tLc3lA1xkZCTi4uL8yoAnUVFRyM3N9Tiv8Pr+9qG+lKmExWJB165dARRchbZ69WoMGDAAP/30k9erbEh7CufPl/NOx/zC552xsbFo0qSJc8Bp69ataNGihbONtW/f3mVeZGSkT1/1bNy4scfPUP7KyMhwGTQ1GAyIj48P+/7UoXnz5s7nd955J1q2bIm7774bH3zwgeIywwG/vhckFosFycnJ2LNnj1/rVa1aFV27dkWPHj3w5JNP4p133sG6deswb948r+vdcccd+OWXXzBx4kQ0a9bM79BnZGTg9OnTJT7OnTtXYllJSUnOSwsLc0zz9p8rx6WIxa0fFxfnHBlOSkrC6dOnISJet+NPma+//jqqVavm9j3d/v37O783XVRqaipGjBiBPn36YMmSJcXuG5UOpVl0SEpKwtChQ7FlyxY0aNAA7733HvLy8vwu1/Gf319//bXYZRzzSsov8+r9iozBgwfj2LFj2LJli9flACAlJUXxfU0oOJRm9s4770R6ejo+++wz5Obm4sMPP0T37t3drj4GgPz8fIwZMwbJycnYunUr2rZtiyeffNJ5n4ySXLx40acMlnRvjEDbe0nrF86vr1n3tcyvvvoKX3zxBR599FEcPnzY+cjLy0N2djYOHz7s/C/whx9+iDNnzqB///4u5XXq1AkWi8X5AYfC2/Hjx5GWlob69ev7vI7FYkG3bt2watUqjBw5EgcOHMCOHTu8rqNW/h599FEkJSU5H7feeisA/3LlSVJSEvLz83H27FmX6bm5ubhw4YJzfUe+fc2lL2WqwXEcin4NnrStaP7q16+PiIgIr+edVqsVf/75p9t5Z4cOHZz3jnLcT8qhffv22LlzJ2w2G77//nu0atXKpytd09LSfMptSedks2fPdsntddddByC8+9PiREZGon///vjoo4+cA+iBlqlVHJQKor59++LAgQPYvn274jL69OmDTp06Ydq0acjMzCx2uQ4dOqBmzZr45ptv/L5KCnAPeHEPR/C9ad68OX766SfY7XaX6Tt27EB0dDSuuuqqYtetXr064uPjsWvXLrd5O3fudBk9bt68ObKystzuv+M4mXEs60+ZZ86ccbtRLlBwry8Abje+3rFjB2655Ra0bt0a7733HiIiePGhFqmRRaPRiGuvvdZ53zd/y+3VqxcMBgNWrlxZ7DJvv/02IiIi0LNnT69lMa/eOTrukj6QiAgOHz7scdCCSpeSzPbv3x8VK1bE6tWr8fnnn+PSpUsYPny4x2Xnz5+Pn3/+GQsWLIDFYsGSJUtw4cIFn6+Yu/XWW33KYNGvjRYVaHt3zC+6/smTJ3H8+HG3DPqSdV/LdNxn79Zbb0WdOnWcjxMnTuCrr75CnTp18OabbwKA8wcFivavIoL8/PwSf1SCwoOjf+vRo4ei9R3/EPT0YaswtfI3btw4pKamOh9z5swBADRt2hQRERFuGcjNzcUvv/yiOJe7du2C3W53ztfr9bjmmms85n/Hjh2oW7eu8woWX8tUg9Vqhd1uV3zDaSodRfMXExODLl26YMuWLThy5IjHdd577z1YrVb07dvXZXqHDh0gIvjyyy/x888/44YbbnDOa9++PbKzs7F+/XocPHjQp6/uAe6DwMU9HIOixRkxYoRLbletWgUgvPtTb7KzsyEiziveAn1/0qxS+92/cmD//v0SExMjjRs3ltOnT3ucP3fuXOffnn5GWURkw4YNAkBeffVV57Svv/5aAMj777/vnLZu3TqZMGGCnDx50jmtU6dO0qRJkxLreuDAAUlNTS3x8f3335dY1tq1a93qdu7cOYmNjZXbb7/d7Rjs37/fZdr9998vUVFRcvToUee0L7/80u1no48dOyZGo1Eeeugh5zS73e78KdO8vDy/yxw7dqwAkK+//tqlTo899pgAkB9++ME57ffff5cqVapIkyZN5OLFiyUeFyo9/mTxr7/+kiNHjrgtc+nSJUlOTpbKlSs725a/Gb/33nsFgCxatMht2cWLFwsAue+++0rcH+a1wNmzZz3uU79+/USn08nff//tddmFCxcKAHnllVc8lkOlx99sOYwYMUJMJpP06NFDYmJiJCMjw22Zo0ePSoUKFaR///4u0x9//HHR6/Uu7/PF2bVrl08Z3Lt3b4ll+drec3NzZd++fS59vIhIw4YNpVmzZi4ZeuGFF0Sn08nvv//unOZP1n0p88iRI/Lxxx+7PeLj46V169by8ccfO98vHD8xP2HCBJftrFu3TgDIjBkzSjxOVPq8/ST95s2bJSoqSurUqSPZ2dnO6RMmTBAAcu7cORERyczMlG3btnksv3fv3gJAfvrpJ6/1UDN/xenZs6ckJSVJenq6c9p//vMfASCff/65c1pmZqbs27fPuX8iIllZWRIXFyd9+/Z1KfPOO++U6OhouXDhgnPajBkz3I7pH3/8IQaDQZ555hlFZRY2a9YsASCHDh1ym3fp0iXJzc11mz579mwBIG+88YbHMql0KMnft99+K3q9Xjp37ixZWVku6xw8eFASExMlKSnJ7XPMkSNHBIC0a9dOAMiJEydc5iclJTnn/fe///Wp/nv37vUpt7t27fL1kLgJ1/5UROTMmTNu+3Pp0iVJSUmRlJQUl+m+vj+FEw5KBdl///tfMZvNUrlyZXn00Udl2bJlsnDhQhk+fLhERkbKmDFjnMsWNyglItK0aVNJSUlxdh6eBqU88XVQSk15eXly/fXXS4UKFWTSpEmycOFCadKkiVSsWFH++OMPl2Vr1aoltWrVcpl29OhRqVKlitSrV0/mz58v06ZNk8qVK8s111wjOTk5Lss+/fTTAkDGjBkjy5Ytkz59+ggAWbVqlaIy//jjD4mJiZEKFSrIc889J0uWLJFhw4YJAOnWrZtzufT0dElJSRG9Xi8zZsyQlStXujyKO+Gi0uNrFt9//30xGo3Sv39/mTVrlrzxxhsyefJkqVevngBw+yDsT8avXLkiHTp0EADSv39/WbRokSxatEgGDBggAKRTp04eP0QHUzjn9dFHH5XWrVvLCy+8IEuXLpUZM2bIddddJwDk4YcfdikzKipK7r77bpkzZ44sXLhQhg0bJjqdTpo3by6ZmZkqHElSmz/Zcti0aZMAEAAyfPhwj+UOGDBAYmJi3Aaf09PTpXr16tK8eXOXk8dg87W9Hzp0SADIyJEjXdb/9NNPRafTyU033SRLly6VRx55RPR6vYwePdplOX+y7muZnng6l7FardKkSRPR6XRy9913y5IlS+Spp54Ss9ksSUlJLh/oSbscH4onT54sK1eulOXLl8uMGTOke/fuotPppHbt2vLbb7+5rFN0UOrcuXMCQK6//nqZOHGivPHGGzJnzhzp2LGjAJCBAweWxq652b17t5hMJmnRooUsXrxYxo8fL2azWbp37+6ynON8vOiAq+OfHoMHD5Zly5bJiBEjBIC89NJLLsulp6dLvXr1JCEhQWbOnCmvvvqqpKSkSHJysts/U3wt8/LlyzJlyhSZMmWK9OzZUwDIk08+KVOmTJEFCxY4l/v4448lJSVFHn/8cVm0aJHMnTtXBg0aJDqdTlq3bi1Wq1WFI0lqUZI/EZFXXnlFAEj9+vVl6tSp8sYbb8jTTz8tsbGxYrFYiv0HZkpKigCQ2rVru80bNGiQABCdTifnz59XfV+VCuf+tGXLltK/f3956aWXZNmyZfLiiy9KjRo1RK/Xu33e9/X9KZxwUCoE/vrrLxk9erTUrl1bIiMjpWLFinLDDTfIggULXALibVBqxYoVAkCWL18uItoelBIRuXjxoowaNUqqVKki0dHR0qlTJ48j+54+5IqI7NmzR7p37y7R0dESGxsrw4cP9/jf8vz8fJk2bZrUqlVLIiMjpUmTJvLOO+94rJOvZf7xxx8yePBgSUlJEaPRKLVq1ZKnnnrK5YOr482suEfRNznSBl+yeObMGZkxY4Z06tRJkpKSJCIiQipXriw33XSTfPDBB4rLdbBarfLqq69Kq1atJCYmRqKjo6Vly5Yyd+5cj/+xDIVwzeumTZukb9++kpycLEaj0Xncly9fLna73WXZe++9Vxo3biwVK1YUo9Eo9evXl2eeecblv0ykPf5kS6TgRDEpKUkAyIYNG9zmf/zxxwJAZs+e7XF7jit6Qn31nC/tvbiTaJGC/WrevLmYTCapUaOGvPDCCx7fT3zNuj9lFlXcuczFixfl8ccfl6uuukpMJpNUrVpVhg4dKgcPHiyxTNIGx4dixyMyMlISExOlW7duMm/ePI/vp0UHpWw2myxbtkwGDhwotWrVEpPJJNHR0dKiRQuZNWuWpgZCvvvuO2nfvr2YzWaJj4+Xhx56yG0fixuUEhFZunSpXH311RIZGSn16tWTV1991a1vEim4knjw4MFisVikQoUK0rdvX5crff0t09s5auE+fP/+/TJixAipW7euREVFidlsliZNmsiECRNC/g8yKpmS/Dls2bJFBgwYIFWrVhWj0Sg1a9aU0aNHy+HDh4tdx/FP+TvuuMNtnmOgq1GjRqrsm5rCtT997bXXpEOHDlK1alWJiIiQ+Ph46devn2zZssVjmb68P4UTnUiRu84SEREREREREREFGW90TkREREREREREIcdBKSIiIiIiIiIiCjkOShERERERERERUchxUIqIiIiIiIiIiEKOg1JERERERERERBRyEaVdASXsdjtOnjyJihUrQqfTlXZ1iMKWiODKlStITk6GXh/4GDWzSaQOZpNIe5hLIm1iNom0yddshuWg1MmTJ5GSklLa1SAqM44dO4YaNWoEXA6zSaQuZpNIe5hLIm1iNom0qaRshuWgVMWKFQEU7JzFYinl2riz2WzYtGkTunfvDqPRWNrVKVFmbiaS5yQDAE4+eRIxkTGqlGu7fBnGWrUK/jh5EohRp9xg1TcYtN4W0tPTkZKS4sxUoLScTa2/FkooyYKSXIZT5nyl9fbAbIafQHMSSJ9ZljKq5fZQnnIJaPu1KIlqmcjMBJILyrEdOQJjbGzp1aWUabk9MJvhJ6BcFMrlF2++iZv79/frOJSVTALabwu+ZjMsB6Ucl1FaLBbNvlFER0fDYrFosnEUZcg1AOaC5xaLRb1BKbsdzr23WFQblApWfYMhXNqCWpcmazmb4fJa+ENJFpTkMpwy56twaQ/MZvgINCeB9JllKaPh0B7KQy6B8HgtiqNaJgwG51ObxQKjgteprOQzHNoDsxk+AspFoVwqOQ5lJZNA+LSFkrLJG50TEREREREREVHIcVCKiIiIiIiIiIhCLiy/vkfqitBH4MHWDzqfq1dwBA716oWatWrBEKFeuUGrL1GYUZQFBblk5ohKFnBOAugzmVEiV6plIiIC+fffj6NHjqCGwnNZ5pPIXUC5iIgAHnwQ+XY7pNBX+UKybQoKvgoEU4QJC/ssDELBJvx6332o0bs3DCp+xzVo9SUKM4qyoCCXzBxRyQLOSQB9JjNK5Eq1TJhMsM+fj183bEANk6l060JUhgSUC5MJWLgQdpsN9g0bQrttCgq/v763ZcsW9OvXD8nJydDpdFi3bp3L/Lvvvhs6nc7l0bNnT5dlLl68iOHDh8NisSA2NhajRo1CRkZGQDtCREREREREREThw+9BqczMTDRr1gwLFxY/utizZ0+cOnXK+VizZo3L/OHDh2Pv3r1ITU3FZ599hi1btmDMmDH+155UISI4l3kO5zLPQUTULBiRaWnAuXOAiuUGrb5EYUZRFhTkkpkjKlnAOQmgz2RGiVyplgkR4Ny5gmwqLIf5JHIXUC7+l0ulnzGZSe3x++t7vXr1Qq9evbwuYzKZkJiY6HHevn378MUXX+DHH39E69atAQALFixA7969MXv2bCQnJ7utY7VaYbVanX+np6cDKPgJRJvN5u8uBJ2jTlqsmyeZuZlImJ0AALj01CXVfhbTlpaGXiNHFjy/dMmvn7f2Jlj1DQatt4VA6xVO2dT6a6GEkiwoyWU4Zc5XWm8PzGb4CTQngfSZZSmjWm4P5SmXgLZfi5KolonMTBirV0cvAFm9egGxsaVXl1Km5fbAbIafgHKRmQljQgKMAAxr1/p9HMpKJgHttwVf6xWUe0p98803SEhIQOXKlXHTTTdh6tSpqFKlCgBg+/btiI2NdQ5IAUDXrl2h1+uxY8cO3HLLLW7lTZ8+HZMmTXKbvmnTJkRHRwdjF1SRmppa2lXwSU5+jvP5xo0bYTaYVSnXkJODvoXKzTerU26w6htMWm0LWVlZAa0fjtnU6muhhJIsKMllOGbOV1ptD8xm+Ak0J4H0mWUxo1psD+Uxl4A2X4uSqJWJwrn86quvFJ3LlrV8arE9MJvhJ5BcFM4l4P9xKGuZBLTbFnzNpk4CuGZNp9Ph448/xsCBA53T1q5di+joaNSpUwcHDhzA888/jwoVKmD79u0wGAyYNm0a3nrrLfz5558uZSUkJGDSpEl44IEH3LbjafQ6JSUF58+fh8ViUVr9oLHZbEhNTUW3bt1gVPEG38GSmZuJyrMrA1D5SqnLlxGdUDAKrfaVUsGobzBovS2kp6ejatWqSEtLU5SlcMqm1l8LJZRkQUkuwylzvtJ6e2A2w0+gOQmkzyxLGdVyeyhPuQS0/VqURLVMZGbCWLmgnKyzZ2FUeKVUWcinltsDsxl+AspFoVx+tnYtburXz6/jUFYyCWi/LfiaTdWvlBo6dKjz+TXXXINrr70W9erVwzfffIObb75ZUZkmkwkmD794YTQaNXnwHbRePwej/FNHVetsdC0XKpUbtPoGkVbrGWidwjGbWq6bvxRlQUEuwzFzvtLq/jCb4SfgnATQZ5bFjGpxP8pjLgHt188T1TJhDLycspZPLe4Dsxl+AspFkWX9Xb+sZRLQ7n74Wie/b3Tur7p166Jq1arYv38/ACAxMRFnz551WSYvLw8XL14s9j5URERERERERERUtgR9UOr48eO4cOECkpKSAADt2rXD5cuXsXv3bucyX331Fex2O9q2bRvs6hARERERERERkQb4/fW9jIwM51VPAHDo0CH88ssviIuLQ1xcHCZNmoRBgwYhMTERBw4cwLhx41C/fn306NEDANCoUSP07NkTo0ePxpIlS2Cz2TB27FgMHTrU4y/vERERERERERFR2eP3oNSuXbvQpUsX599PPPEEAGDkyJFYvHgxfv31V7z11lu4fPkykpOT0b17d0yZMsXle7qrVq3C2LFjcfPNN0Ov12PQoEGYP3++CrtDSkToIzCy2Ujnc/UKjsDRLl1Qo0YN6CPUKzdo9SUKM4qyoCCXzBxRyQLOSQB9JjNK5Eq1TEREwH7XXTh+/DiSFJ7LMp9E7gLKRUQEMHIk7HY7xGAI7bYpKPx+FTp37gxvP9i3cePGEsuIi4vD6tWr/d00BYkpwoQVA1cEoWATfn70UST17g29ijdeC1p9icKMoiwoyCUzR1SygHMSQJ/JjBK5Ui0TJhPy33gDP2/YgCQPN8IOaV2IypCAcmEyAStWIN9mg33DhtBum4Ii6PeUIiIiIiIiIiIiKoqDUgQRQWZuJjJzM71eBaegYBhycoDMTEDFcoNWX6IwoygLCnLJzBGVLOCcBNBnMqNErlTLhAiQmVmQTYXlMJ9E7gLKxf9yqfQzJjOpPfwSJSHLloUK0ysAADKey0BMZIxKBWeh79ChBc8zMoAYdcoNWn2JwoyiLCjIJTNHVLKAcxJAn8mMErlSLRNZWTBWroy+AGyXLgGRkaVXF6IyJKBcZGUBFSrACMCwdm1ot01BwSuliIiIiIiIiIgo5DgoRUREREREREREIcdBKSIiIiIiIiIiCjkOShERERERERERUchxUIqIiIiIiIiIiEKOg1JERERERERERBRyEaVdASp9Br0BgxsPdj5Xr2ADTrRvj6TEROgN6pUbtPoShRlFWVCQS2aOqGQB5ySAPpMZJXKlWiYMBthvvRWnTp9GgsJzWeaTyF1AuTAYgMGDYbfbIXr/r7FhJrWHg1IEc4QZ79/2fhAKNmPXuHHo3bs39EajesUGq75EYUZRFhTkkpkjKlnAOQmgz2RGiVyplgmzGflr12LXhg3obTaXbl2IypCAcmE2A++/j3ybDfYNG0K7bQoKfn2PiIiIiIiIiIhCjldKkWpqP7ve5W+TQTCzDdB04kZY83U4PKNPKdWMiIiIiIiIiLSGV0oRMnMzoZukg26SDpm5maqVG5WbgwEDB+LPaf0QlZujWrnBqi9RuFGUhcxMDBg4EMbISCDTt3WYOaKSBZwTBdlUbdtEZYxqmcjMhDEyEgMGDvQ7l6rXhagMCSgXmZmATgdjZCQMOf5/xmQmtYdXShEREREREcH1yv+o3Bzs+9/z6176Er/MGlw6lSIiKsN4pRQREREREREREYUcB6WIiMqJ2s+ux3Uvfen8u9GLX5RibYiIiIiIqLzjoBQREREREREREYUcB6WIiIiIiIiIiCjkeKNzIqIyqPCNWomIiIiIiLSIg1IEg96A3g16O5+rJV+vx+lWrfDHZR3sevUuygtWfYnCjZIsKMklM0dUsoBzYjDgdKtWSEhIgN7g3/rMKJErtTJh1+vxTb3WaBgryFd4Lst8ErkLKBcGA9C7N+wiEAW5ZCa1h4NSBHOEGevvUP+qityISOx48UWM22mANV+nWrnBqi9RuFGShaK5LO6KqsMz+gS0HaLyJuCcmM3Y8eKL6N27N/RGY2i3TVTGqJUJa0Qk7rt9Ama2yUfuTmUfXplPIncB5cJsBtavR77NBvuGDaHdNgUF7ylFREREREREREQhx0EpIiIiIiIiIiIKOb8HpbZs2YJ+/fohOTkZOp0O69atc5kvIvj3v/+NpKQkREVFoWvXrvj7779dlrl48SKGDx8Oi8WC2NhYjBo1ChkZGQHtCCmXmZuJmGkxiJkWg8zcTNXKjcrNQZ/bb8fPswYjKjdHtXKDVV+icKMkC0pyycwRlSzgnGRmos/ttyMiNhbI9G99ZpTIlVqZiMrNwc+zBqPP7bcrPpdlPoncBZSLzEwgJgYRsbEw5PifS2ZSe/welMrMzESzZs2wcOFCj/NnzpyJ+fPnY8mSJdixYwdiYmLQo0cP5BRqMMOHD8fevXuRmpqKzz77DFu2bMGYMWOU7wUFLMuWhSxblurlRlitiLZZVS83WPUlCjdKsqAkl8wcUckCzUmE1QpdlrL1mVEiV2plItpmRYQ1sHNZ5pPIXUC5yMpS3F8GvG1Snd83Ou/Vqxd69erlcZ6IYO7cuXjhhRcwYMAAAMDbb7+NatWqYd26dRg6dCj27duHL774Aj/++CNat24NAFiwYAF69+6N2bNnIzk5OYDdIS0r6SfqC99YmYiIiIiIiIjKNlV/fe/QoUM4ffo0unbt6pxWqVIltG3bFtu3b8fQoUOxfft2xMbGOgekAKBr167Q6/XYsWMHbrnlFrdyrVYrrIX+Q5Geng4AsNlssNlsau6CKhx10mLdPClcT5vNBptOWb1NBnH9W8Rlnr3IfG/18HW5QOobClpvC4HWK5yyqfXXQglvWSiaR+d0H3NZtOzithOutN4emM3wE2hObDYbjIWew4/jUZYyquX2UJ5yCWj7tShJIJko3H+6PNeLomNRVvKp5fbAbIafgHJRqL8sWlbQt60xWm8LvtZL1UGp06dPAwCqVavmMr1atWrOeadPn0ZCQoJrJSIiEBcX51ymqOnTp2PSpElu0zdt2oTo6Gg1qh4UqamppV0Fn+Tk//PVyo0bN8JsMCsqZ2Yb178NOXbn86mt85Fvzve6/gYff9JTrfqGklbbQlYAl70C4ZlNrb4WSnjLQtE8Oviay8J5DMfM+Uqr7YHZDD+B5sSQk4O+hdbPN/u+flnMqBbbQ3nMJaDN16IkgWSicP9pyPmnj3yxpd3nc1W16qJFWmwPzGb4CSQXhftLwP/jUNYyCWi3LfiaTVUHpYLlueeewxNPPOH8Oz09HSkpKejevTssFksp1swzm82G1NRUdOvWDUajseQVSllmbibwW8HzHj16ICYyRlE5TSdudPk7Nk/vfMN4YZcB2ZEGr+vvmdjDp+2oVd9Q0HpbcPwnSKlwyqbWXwslvGWhaB4dfM1l4TyGU+Z8pfX2wGyGn0BzYrt82fm8R48eQIzv65eljGq5PZSnXALafi1KEkgmCvefUbkGZ5855Sc9vp/aO6R10RIttwdmM/wElIsiPwbi73EoK5kEtN8WfM2mqoNSiYmJAIAzZ84gKSnJOf3MmTNo3ry5c5mzZ8+6rJeXl4eLFy861y/KZDLBZDK5TTcajZo8+A5ar5+DUf6pYyB1tubrXP+261zmFZ3vVg8ft6tWfUNJq/UMtE7hmE0t181f3rJQXN58zWXhssIxc77S6v4wm+En4JwYXdeHH+uXxYxqcT/KYy4B7dfPE18yUfy9Tv/pF/WF+kirXafoOJS1fGpxH5jN8BNQLoos6+/6ZS2TgHb3w9c6qTooVadOHSQmJmLz5s3OQaj09HTs2LEDDzzwAACgXbt2uHz5Mnbv3o1WrVoBAL766ivY7Xa0bdtWzeqQj/Q6PTrV6uR8rha7TofzTZrgwBUd7DrvA1L+CFZ9icKNkiwoySUzR1SygHOi1+N8kyaIq1IFer1/6zOjRK7UyoRdp8OOmk1Rr6IoPpdlPoncBZQLvR7o1Al2EYiCXDKT2uP3oFRGRgb279/v/PvQoUP45ZdfEBcXh5o1a+Kxxx7D1KlT0aBBA9SpUwcvvvgikpOTMXDgQABAo0aN0LNnT4wePRpLliyBzWbD2LFjMXToUP7yXimJMkbhm7u/Ub1cq9GErS+9hHE7DSVeJeWPYNWXKNwoyYKSXDJzRCULOCdRUdj60kvo3bs39H7+t5MZJXKlViasRhNG3DkdM9vkw7rT+20ogl0XorIkoFxERQHffIN8mw12Bfd5Yya1x+9BqV27dqFLly7Ovx3fvx05ciRWrFiBcePGITMzE2PGjMHly5fRoUMHfPHFFzAXumHnqlWrMHbsWNx8883Q6/UYNGgQ5s+fr8LuEBERERERERFROPB7UKpz584Q8fwT4gCg0+kwefJkTJ48udhl4uLisHr1an83TUREREREREREZQS/REnIzM1E/Kx4xM+KL/g1ApVE5eag54gR2P7qcETl5pS8go+CVV+icKMkC0pyycwRlSzgnGRmoueIEYhITnb7ZaGgb5uojFErE1G5Odj+6nD0HDFC8bks80nkLqBcZGYC8fGISE6GIcf/XDKT2qPqjc4pfJ3POh+Uck3p6XD/LYvABau+ROFGSRaU5JKZIypZoDkxBfCz5swokSu1MhGXnQ5ka6MuRGVJQLk4fx6B3LGYmdQWDkoREREREREpVPvZ9cXO2zu5c+gqQkQUhjgoRT7x1tkSEREREREREfmL95QiIiIiIiIiIqKQ46AUERERERERERGFHL++R0REbgp/ZdeOHCCqFCtDRESkAbydBRGR+jgoRdDr9Gid3Nr5XC12nQ6X6tfH8cyC52oJVn2Jwo2SLCjLpQ6R9ga4tkYlZo6oGAH3TXo9LtWvj0qVKkGv92999otErtTKhF2nw29J9VEjRvm5LPNJ5C6gXOj1QOvWsItAFOSSmdQeDkoRooxR+HH0j6qXazWasGX2bIzbaYA1X71BqWDVlyjcKMmCklzqYUKS9VX8OLqPkmoSlQsB901RUdgyezZ69+4NvdEY2m0TlTFqZcJqNGHwPa9iZpt8WHcagPzSqwtRWRJQLqKigB9/RL7NBvuGDaHdNgUFhwaJiIiIiIiIiCjkOChFREREREREREQhx6/vEbJsWWi8sDEA4PeHfke0MVqVcs22HHQb/SA25+rQddQi5BjNqpQbrPoShZssWxYsU+sAAJKti6BHyRlTkks7cnDS9CBqz41i5oiKEXDflJWFbqNHIyI6Gg0HzfGazcMzXL9Ky36RyJVamTDbcvDlkgcRt0xgvnsRrHr/f/WD+SRyF1AusrKAxo0RAcAwc2Zot01BwUEpgojgSNoR53O16ASIPncO0f97rpZg1Zco3IgI8vVn/VpHaS7z9WdxJI2ZIypOIH1T7WfXIzY/G7+cOwfA/z6T/SKRK7UyoROgRtpZ5/PSrAtRWRJQLkSAI0egczwP5bYpKPj1PSIiIiIiIiIiCjkOShERERERERERUchxUIqIiIiIiIiIiEKOg1JERERERERERBRyvNE5ERERUQjVfnZ9aVeBiIiISBM4KEXQ6XQw2msCABr9+wufflbeF6ID0lNScCa74LladDodGsc3dj4nKq8KZ9dXSnNptNdEg2oVmDmiYgTaNwXSZ7JfJHKlViZEB/xdNQXVopSfyzKfRO4CyoVOBzRuXPDLeQoyxUxqDwelyomS/iubjEWqbzPHaMbXCxZg3E4DrPnqBT7aGI29D+5VrTyicBVtjEay1b/sKsmlHmYkWxdh74N9lFSTqFwItG8KpM9kv0jkypGJ2s+uR+MXv1ZcTo7RjL5jFmFmm3zk7DQA+crrQkT/CCgX0dHA3r3Is9mQv2FDaLdNQcFBKdKMkgbODs/gB2IiIiIiIiKisoKDUhQ2fLkHBweuiIiIiIiIyoemEze6XGHMz4Phh7++R7AjBydND+Kk6UHYkaNauWZbDro8/DA+W/ogzDb1yg1WfYnCTZYty+8sKMmlI3NNFjVBli0rkCoTlVlZtiw0WdREcU4C6TMD3TZRWePIRKDnimZbDj5b+iC6PPyw4nNZ5pPIna+5qP3seufjn5WzgCZNENGsGQxWa9C2TaHDK6UIAGDTH1W9TJ0AlmPHYPnfczUFo75E4UZE/M6C0lza9Efx+7mCbRKROxHB7+d+dz4vzJcrff3JZtHy9k7uXOy2icojZx4D/Pe7ToAG5485nwdUFzCfRA4B5UIE+P136BzPQ7ltCgrVr5SaOHEidDqdy6Nhw4bO+Tk5OXjooYdQpUoVVKhQAYMGDcKZM2fUrgYREREREVGpavTvL1yeu131QURUzgXl63tNmjTBqVOnnI/vv//eOe/xxx/Hp59+ivfffx/ffvstTp48iVtvvTUY1SAiIiIiIiIiIo0Kytf3IiIikJiY6DY9LS0Nb7zxBlavXo2bbroJALB8+XI0atQIP/zwA66//vpgVIeIiIiIiIiIiDQmKINSf//9N5KTk2E2m9GuXTtMnz4dNWvWxO7du2Gz2dC1a1fnsg0bNkTNmjWxffv2YgelrFYrrIVuYpaeng4AsNlssNlswdiFgDjqpKW6mQzFf1/WDnFZTg91vltrEtdy7V7q4A9v9dXSMQe02RYKC7Re4ZRNrb8WShTeF1+zqySX9iIZs+nC/xhqvT0wm+GncP2L5sRbH+xcJoA+09u2w42W20N5yiWg7deiJEr6R08KZ9ekF5+yXFRx563hdly13B6YzfDja79VOHPOdWw2GAsvo3fNZUnHhX1m6PhaL9UHpdq2bYsVK1bg6quvxqlTpzBp0iR07NgRe/bswenTpxEZGYnY2FiXdapVq4bTp08XW+b06dMxadIkt+mbNm1CdHS02rugmtTU1NKugtPMNsXPy8nPx9DfCp5PbZUPsyFflW0acuzO51Nb5yPfrE653uq7YcMGVbahNi21hcKysgL7xYlwzKZWXwslcvL/+SUgX7OrJJeFM7dx40aYDWb/K6tRWm0PzGb4KZzHojnx1gc7BNJnbty4sdhthysttofymEtAm69FSZT0j54Ycv5Z78WWdkXnssWdt2r1nLUkWmwPzGb48dZnFla4/3RkxpCTg76FlpnS2u6yTknZ8nXb4USrbcHXbOokyLecv3z5MmrVqoVXXnkFUVFRuOeee1xGogGgTZs26NKlC15++WWPZXgavU5JScH58+dhsViCWX1FbDYbUlNT0a1bNxiNxpJXCIGmEzcWO8+OHBw2PgQAqG1bCD3UCWal/Bx88+aDuJSrQ+8xC5FjVKdcb/XdM7GHKttQixbbQmHp6emoWrUq0tLSFGUpnLKp9ddCiSxbFqrOvAqA79lVkktH5qrHRuH/xvwfoo3aPUHzldbbA7MZfrJsWWi2tBkAuOXEWx/sEEifuXN8x2K3HW603B7KUy4Bbb8WJXHk8cTl7IDObc22HGxY+hAqRwo6/2sR0hR8eC3uvFVr56wl0XJ7YDbDj7c+s7DC/aczM1lZOFPrKugA/Lx0AZ7/LQpWu859uWLW93Xb4UDrbcHXbAbl63uFxcbG4qqrrsL+/fvRrVs35Obm4vLlyy5XS505c8bjPagcTCYTTCaT23Sj0ajJg++gpfpZ83Ve5kahev6bAAA1L/xLM5iRumwZxu00FGxfnQul4K2+WjneRWmpLRQWaJ3CMZtarpu/KhkroXqOf9lVlsv/Ze400Gzy925zD8/o43OdtUar7YHZDD+VjJVw+LHDAODhl7W89cEFAukzK0X/s+2yQovtoTzmEtB+/QBPmQOAhaiOwM5trfoo3PTQG5jZJh9pjmz6zfN5q9aPaXG02B6YzfBTuM/0pnDmnPtaqRI63P8mTAbBTFM+rHad5+WKWd/XbYcTrbYFX+sU9EGpjIwMHDhwAHfddRdatWoFo9GIzZs3Y9CgQQCAP//8E0ePHkW7du2CXRUqB0r6id1w/vBMREREREREVJaoPij11FNPoV+/fqhVqxZOnjyJCRMmwGAwYNiwYahUqRJGjRqFJ554AnFxcbBYLHj44YfRrl07/vIeEVEJShp0JaLyydN7A/8JQ0RE4UaNc12eL4cf1Qeljh8/jmHDhuHChQuIj49Hhw4d8MMPPyA+Ph4A8Oqrr0Kv12PQoEGwWq3o0aMHFi1apHY1yA92WHHG9CwAoJp1BvRwv3xVCZPNihufehYfZAKDh70Mq1GdcoNVX6JwoyQLSnLJzBGVLNuWjRtX3AgAsOM5v3MSSJ/JjBK5UisTJpsVH7z9DGq8B5humQGrXsk9pZhPoqIK95lnDvjWZzoGm0w2K/67+lnodYLDzV4C4Ns9oRzr22FFtXrTAQBb7t6CKGOUgj0gNak+KLV27Vqv881mMxYuXIiFCxeqvWlSTJCr/9v5XC16EVTevx+V//dcPcGpL1H48T8LynLJzBGVxC527Dq5CwCQoiAngfWZzCiRK3UyoRfBNaf2O5+XZl2IypJA+ky9CJqdLsjUEUW5FOe27WIvYVkKhaDfU4qIiMo2fnWIiIiIiIiU0Jd2BYiIiIiIiIiofGj07y9KuwqkIRyUIiIiIiIiIiKikOPX94iIiIiISNP4i1pERGUTr5QiIiIiIiIiIqKQ45VSBADQiyUo5VotFmTa1C83WPUlCjdKsqAkl8wcUcmqRlcteJKtbP1A+syiGS16VQl/fIDKG7X6rYtRFsQYtVEXorIkkFxciLJAp8K2G/37C+hhZh9ZyjgoRdDDjJSc1aqXmx1pxhdvv41xOw2w5gfytuEqWPUl0gpfv6KgJAtKcsnMERWvcF5jsEJxOYH0mcwokSu1MpEdaUa7x1dhZpt8ZO80APmlVxeisiSQXGRHmtHqkdUwGQQzzf6HkpnUHg5KEREREfmI97UhIiLyD/tO8ob3lCIiIiIiIiIiopDjlVIEO6w4GzkBAJCQOwl6mFQp12Sz4obxE/D2FR1GDJ4Eq1GdcoNVX6JwoyQLSnLJzBGVLNCcBNJn+rJt3mOKyhO1+i2TzYq310xAvf8KTL0nwao3q1YXJVeOMLdUVgSSUZPNirfenwCdDjjb7EUA0QFvu3AembPQ46AUARBYDXucz9WiF0HVvXtR9X/P1aO8viWdAPBNiMKL/1lQlsvgvEcQlS2B5SSwPpMZJXKlTib0Imh7tKAcfS+l5TCfRO6U50IvguuPFaz7maLPmMyk1nBQKgz48p8UDqYQERERERGRFoTrfaR41VTocVCKiIiIqBjhelJNREQUauwzSQkOSpURfAMgCk/MLlHp4r2WiIiIiEoPB6WICuE9p4iIiIiCy9v5Fs+1iIjKFw5KERERERGRJvAKYqLwwsxSoDgoRQAAnQTnJ97zTCbk2tUvN1j1JQo3SrKgJJfMHFHJAs1JIH0mM0rkSq1MZBlNiNRroy7eFDcwwCvPSKsCyUWWMbBMsc/UFg5KEfQwo2bOh6qXmx1pxvp338W4nQZY83WqlRus+hKFGyVZUJJLZo6oZIHmJJA+kxklcqVWJrIjzWjx9AeY2SYf2TsNQH7p1YWoLAkkF9mRZjR+4kOYDIKZZv9DyUxqDwelNICXPBIREVFp4g3fibSPnxmIqCzioBQREanOnxNnfvglLeGHPiL1ME9EFM74D5vQ4KAUQZCLc5HTAADxuc9Dh0hVyo3My0XbKdPw+mUd7hv4PKwR6pQbrPoShRslWVCSS2aOqGSB5iSQPpMZJXKlViZMebl4/YNpaLhREHnz87Dq/L8PDfNJ5C6QXJjycrH442nQ64ArzccBiArZtgsPUnGASj0clCII7Mg27HI+V+vuTwa7HYm7dyMRgN6u3t3Og1VfonCjJAtKchnszHn6Tzo7ego3geYkkD5TybZLuoKF/x2mcKZWv6W329H5QEE5hi52wFB6dVHKW9aZa/KV2lc9BpILvd2Omw4WrPuZgs+YamWSA1Tq4aBUCPDSZaLyhYMsRNrFPlkZDlIRERGVjP2l/zgoRUQUAvwgTFQ6mD2i4GLGiKi84/tgYEptUGrhwoWYNWsWTp8+jWbNmmHBggVo06ZNaVUnIEUbockgmNkGaDpxo98/60xlX0lvWhxNJyo+J8wHERERUfBxoEV9/MqfZ6UyKPXuu+/iiSeewJIlS9C2bVvMnTsXPXr0wJ9//omEhITSqBKRT3x5c+YbDBGROngJvHb58trw9SPSNv4DiDhIQlpQKoNSr7zyCkaPHo177rkHALBkyRKsX78eb775Jp599lm/ygp0BNeX8HGUmPxRuL0ouWou0CupOHDmWdOJGwO6grG4Y8b3h9LHe3iFRjCOc+1n1wd8dTEHPrRBjffCou3hz5f6qlAzUgv7u/LD02vtyKZa5QF8v/a1/wrVwBEzHlpKfoSg6Dp/T+nucV64ZSvkg1K5ubnYvXs3nnvuOec0vV6Prl27Yvv27R7XsVqtsFqtzr/T0tIAAM3Hf4QIU3RA9an/1HslLuPvQYqwC7Ky7Iiw6ZFv1/7X9wQ5QE7Bc2NeJnTIV6XciLxspDufZyJCr065wapvMASjLZTUZn1prxcuXAAAXLlyBQAgIorqUlw2L168CJvNpqjMYImwZQb0WhR33EvzxnxKsqAkl1rKnKfXwdNr4GjjRbWdvhkAYNILXmhhR/PxH8HqR3vY8dzNXsv1ZVlfaDGbEXmZbtOKO87FKXqcIuDf+6Qvr3/ROnmqdzAEmpNA+kwtZdSbktpLRF6mS3soqb8LJGNKaDGXSnl6zyqq6PtkON2IVq1MROTl/JNLWyYiRMkvfYVHPkviyGZx/aa3PBb3Puwt4/7kO1yzWfS4FPceWXi5+k+9V+w5jLdjVjjzhZcLVR9ZVCC5KJzLrKwsRNjg17l9qDNZ+HX19XgXzoa31+vChQvIysrChQsX3NpJYb6cvwajT/U5mxJiJ06cEACybds2l+lPP/20tGnTxuM6EyZMEAB88MFHkB7Hjh1TlGdmkw8+gvtgNvngQ3sP5pIPPrT5YDb54EObj5KyqRNROKSs0MmTJ1G9enVs27YN7dq1c04fN24cvv32W+zYscNtnaKj13a7HRcvXkSVKlWg02nvSqT09HSkpKTg2LFjsFgspV2dUsPjoP1jICK4cuUKkpOTodfr/V4/nLKp9dciVHgcCmj9ODCb5Q+PQwEtH4fylEtA269FKPE4FNDycWA2yyceB+0fA1+zGfIrcatWrQqDwYAzZ864TD9z5gwSExM9rmMymWAymVymxcbGBquKqrFYLJpsHKHG46DtY1CpUiXF64ZjNrX8WoQSj0MBLR8HZrN84nEooNXjUN5yCWj3tQg1HocCWj0OzGb5xeOg7WPgSzb9H0oOUGRkJFq1aoXNm//5/qLdbsfmzZtdrpwiIiIiIiIiIqKyq1TuWfjEE09g5MiRaN26Ndq0aYO5c+ciMzPT+Wt8RERERERERERUtpXKoNTtt9+Oc+fO4d///jdOnz6N5s2b44svvkC1atVKozqqM5lMmDBhgttloOUNjwOPgZbwtSjA41CAx0E7+FoU4HEowOOgHXwtCvA4FOBx0A6+FgV4HMrOMQj5jc6JiIiIiIiIiIhCfk8pIiIiIiIiIiIiDkoREREREREREVHIcVCKiIiIiIiIiIhCjoNSREREREREREQUchyUIiIiIiIiIiKikOOgFBERERERERERhRwHpYiIiIiIiIiIKOQ4KEVERERERERERCHHQSkiIiIiIiIiIgo5DkoREREREREREVHIcVCKiIiIiIiIiIhCjoNSREREREREREQUchyUIiIiIiIiIiKikOOgFBERERERERERhRwHpYiIiIiIiIiIKOQ4KEVERERERERERCHHQSkiIiIiIiIiIgo5DkoREREREREREVHIcVCqlB06dAhjx47FVVddhejoaERHR6Nx48Z46KGH8Ouvv7ot//3336NXr16oXr06zGYzatasiX79+mH16tUhr/uJEycwZMgQxMbGwmKxYMCAATh48KDP62/btg0dOnRAdHQ0EhMT8cgjjyAjI8NtOavVimeeeQbJycmIiopC27ZtkZqa6rbcpk2bMGrUKDRt2hQGgwG1a9cudtt2ux0zZ85EnTp1YDabce2112LNmjVuy+3cuRMPPvggWrVqBaPRCJ1O5/P+UfhZsWIFdDoddu3a5XF+586d0bRpU5dptWvXhk6ng06ng16vR2xsLK655hqMGTMGO3bsCEW1PdJaPn0tc+/evbjttttQt25dREdHo2rVqrjxxhvx6af/z96dhzdRLWwAf5M0TbpQSinQFsoioGwKyiao7Esp+6KXRRYvF2QTFREXVEBREVAQZVUERVC2Cy4gWBXcQECETxFcQJBN1kJLtzQk5/ujN6Fpls5kknSSvL/nyUOYzDlnZjJvzuR0ZvKJyzrXrVuHO++8E/Hx8ahYsSLatm2LLVu2SF5PUi9XeZw+fbo9b7bMJScno0ePHvjhhx8cyp84ccI+38yZM122MWTIEGg0GsTGxvp1XVyRkx1X5GR8+fLlqF+/PoxGI+rWrYs33njDaZ7ff/8djz76KFq3bg2j0QiNRoMTJ064rG/t2rW4//77UbduXWg0GrRr187lfHLzTOrhKX9VqlRBXl6eU5maNWuiR48eAIARI0Y4ZNXdY8SIEfbymzZtQrdu3ZCYmIjIyEikpKTgvvvuw1dffeX39ZXq448/xh133GE/Bp82bRquX78uqazUY08AOHLkCNLS0hAbG4uEhAQMHToUFy9e9LpOT+9B586dHeZ98cUX0atXL1SpUgUajQbTp0+XtH6kPiVzLCfDNhqNBhMmTAjI8hYnNQPuSM3q1atXMXr0aFSqVAkxMTFo3749fvrpJ7/XefnyZcyZMwdt2rRBpUqVEB8fjzvvvBNr166VvI4hRVCZ+eSTT0R0dLSIi4sTY8eOFUuWLBHLli0TkyZNEjVr1hQajUacOHHCPv+6deuERqMRt99+u3jllVfEsmXLxFNPPSXuuusu0a5du4Au+7Vr10TdunVF5cqVxSuvvCJee+01kZqaKqpVqyYuXbpUavkDBw4Io9Eobr/9drF48WIxdepUYTAYRFpamtO8AwcOFBEREWLy5Mli6dKlolWrViIiIkJ8++23DvMNHz5cGI1G0bp1a1GtWjVRo0YNt+0/+eSTAoAYNWqUWLZsmejevbsAID744AOH+aZNmyb0er1o2rSpuPnmmwUjE9pWrFghAIh9+/a5fL1t27aiYcOGDtNq1KghmjRpIlatWiVWrVolFi1aJB566CGRlJQkAIhHH300EIvuQI35lFrnli1bRNeuXcX06dPFsmXLxPz588U999wjAIilS5c6zLtgwQIBQHTv3l0sXrxYzJs3TzRu3FgAEBs3bvRiy5GauMrjtGnTBACxePFisWrVKvHuu++KmTNniho1agi9Xi8OHDhgn/f48eMCgDAajaJBgwZO9efk5IiYmBhhNBpFTExMIFbJgdTsuCIn40uWLBEARP/+/cWyZcvE0KFDBQAxa9Ysh/lWrFghtFqtaNSokWjSpIkAII4fP+6y/bZt24rY2FjRvn17UaFCBdG2bVuX88nJM6mLp/wBEHPnznUqU6NGDdG9e3chhBC7du2y94urVq0Szz//vAAgRo8e7TB9165dwmq1ihEjRggA4vbbbxcvvviiWL58uZg5c6Zo2rSpACC+//77gK27O1u3bhUajUa0b99eLFu2TDz00ENCq9WKMWPGSCov9djz1KlTIjExUdSuXVu8/vrr4sUXXxQVKlQQjRs3FiaTyas6i29z2+Phhx8WAMTs2bMd5gUgkpKSRNeuXQUAMW3aNPkbi1ShZI7lZNgGgBg/fnxAltdGTgZckZpVi8UiWrduLWJiYsT06dPFm2++KRo0aCDKlSsn/vjjD7/W+cknnwi9Xi969+4t5s+fL958803Rvn17AUA899xzCrZecOI37DJy9OhRERMTI+rXry/Onj3r9LrZbBavv/66OHnypH1agwYNRMOGDV2G8fz5835d3pJeeeUVAUDs3bvXPu3IkSNCp9OJp556qtTy3bp1E8nJySIrK8s+7a233hIAxPbt2+3T9uzZIwCIOXPm2Kfl5+eL2rVri1atWjnUeebMGVFYWCiEEKJ79+5uB6VOnz4t9Hq9wwes1WoV99xzj6hWrZq4fv26ffq5c+dEXl6eEEKI8ePHc1AqxHk7KFWyAxdCiLy8PNGnTx8BQCxatMgvy+uOGvMptU5Xrl+/Lho3bixuueUWh+l169YVzZs3F1ar1T4tKytLxMbGil69epW6nqRunr4UX7x40WHeQ4cOCQDi6aeftk+zDUr169dPABAHDx50KLN69Wqh1+tFz549Az4oJSc7rkjNeF5enqhYsaLTZ9SQIUNETEyMyMzMtE+7fPmyyM7OFkIIMWfOHI+DUidPnhQWi0UIIUTDhg3dDkq54i7PpC6e8tekSRNRpUoV+/GRjbv+UAgh9u3bJwCIFStWOL1m298eeeQRh89zm/fee0/s2bNH2Qr5QIMGDUTjxo2F2Wy2T5s6darQaDTiyJEjHsvKOfYcO3asiIqKEn///bd9WkZGhtNgrpw6XRk5cqTQaDTi1KlTDtNtub948SIHpYKcu0EpORkui0EpqRlwR2pW165dKwCI9evX26dduHBBxMfHi0GDBvm1zr/++svh5BMhivLboUMHYTAYRE5OTqnrGUp4+V4ZmT17NnJzc7FixQokJyc7vR4REYGJEyciNTXVPu3YsWNo3rw5IiMjneavXLmyX5e3pA0bNqB58+Zo3ry5fVq9evXQsWNHrFu3zmPZ7OxsZGRk4P7770dcXJx9+rBhwxAbG+tQfsOGDdDpdBg9erR9mtFoxMiRI7F7926cOnXKPj0lJQV6vb7UZf/oo49gNpsxbtw4+zSNRoOxY8fi9OnT2L17t316lSpVEBUVVWqdRCVFRUVh1apVSEhIwIsvvgghRMDaVls+5dTpik6nQ2pqKq5eveq0rJUrV3a4rDYuLg6xsbHMbZhJSkoCUNR3ltSqVSvUqlXL6TL31atXIy0tDQkJCQFZxuLk9G3uykvJ+I4dO3D58mWH/g4Axo8fj9zcXIdLXRMSElCuXDlJy5+amgqt1rtDSHd5puDx3HPP4fz581i8eLHiuvLz8/Hyyy+jXr16mDt3rsvbJAwdOhQtWrRQ3JYShw8fxuHDhzF69GiHz5lx48ZBCIENGzZ4LC/n2HPjxo3o0aMHqlevbp/WqVMn3HzzzQ75llNnSSaTCRs3bkTbtm1RrVo1h9c83f6CQoMvM+wPUjPgipysbtiwAVWqVEG/fv3s0ypVqoT77rsPH330EUwmk9/qrFWrFmrUqOGw7BqNBn369IHJZJJ1y41QwEGpMvLpp5+iTp06aNmypeQyNWrUwJdffonTp0971WZOTg4uXbpU6iMrK8tjPVarFT///DOaNWvm9FqLFi1w7NgxXLt2zW35X375BdevX3cqHxkZiSZNmuDAgQP2aQcOHMDNN9/s8EXW1g4AHDx4sLTVdnLgwAHExMSgfv36Luss3j6Fp6ysLJfZMJvNsuqJjY1F3759cebMGRw+fNjjvKGcTzl12uTm5uLSpUs4duwY5s2bh88++wwdO3Z0mKddu3bYtm0b3njjDZw4cQK//fYbxo8fj6ysLDz88MNu15GCX2ZmJi5duoQLFy7gwIEDGDVqFIxGI+677z6X8w8aNAgffvihfXD40qVL+PzzzzF48GDJbZpMJkkZvXTpUql1Kenb5GTclq2S8zZt2hRarTZg/Z2UPFPwuOeee9ChQwfMnj0b+fn5iur67rvvkJmZicGDB0On03ldz5UrVyRl09V9dKRwl6WUlBRUq1at1CxJPfY8c+YMLly44DbfJftgb49nt27diqtXr2LIkCEel5tCky8zbOPu2Lnkw9X9SYuTkwFX5GT1wIEDuOOOO5z+yNKiRQvk5eXhjz/+8Fud7pw7dw4AkJiY6HG+UMNBqTKQnZ2Ns2fPOt0wGSi6MVrx4Bb/oHjiiSdw6tQp1K5dGx06dMBzzz2H7777DlarVVK7EyZMQKVKlUp99O7d22M9mZmZMJlMLs/wsk07e/as2/L//POPw7wlyxcv+88//3jdjqf2bTdv9FWdFFo6derkMhu7du2SXZct58eOHfM4XyjnU06dNo899hgqVaqEOnXqYPLkyejbty/efPNNh3kWLFiAdu3aYeLEiahVqxbq16+PdevW4csvv0SrVq3criMFv1tuuQWVKlVClSpVcMcdd2DHjh3YvHkzGjZs6HL+wYMH4+TJk/j+++8BFN0g32g0olevXpLb/OCDDyRltFKlSqXWpaRvk5Pxf/75Bzqdzuls6sjISFSsWDFg/Z2UPFNwmTZtGs6fP48lS5YoqufIkSMAgFtvvVVRPbfffrukbM6ePdur+r3px0qWl3LsWVo7tvzLqdOV1atXw2AwYMCAAR6Xm0KXrzJs07t3b0kZLO2m6XIy4E15fx/HKu3f3377bdxzzz0u6whlzue5k99lZ2cDgMtf+2nXrh3+7//+z/7/OXPmYPLkyQCAf//736hatSpee+017NixAzt27MALL7yAm266CatWrULr1q09tjtlyhTcf//9pS5fhQoVPL5uGygzGAxOrxmNRod5vClfvGx+fr7X7Xhq39d1UmhZuHAhbr75Zqfpjz32GCwWi6y6bDn3dHYSENr5lFOnzSOPPIIBAwbg7NmzWLduHSwWCwoLCx3miY6Oxi233IJq1aqhR48euHbtGubNm4d+/frh22+/RZ06ddyuJwW3jRs3Ii4uDkIInDlzBosXL0b//v3x+eefu+wLGzZsaP9Vqrvvvhtr1qxB7969ER0dLbnNrl27yvp1PE+U9ENyMp6fn+/ykn/bvIHq76TkmYJLmzZt0L59e8yePRtjxozx+pJp2zGx1EtH3Vm9erWk/fmmm27yqv7ScmdbD0/lfdFfFq/L28+R7OxsbNmyBenp6YiPj/e43BS6fJVhm1dffRVXrlwpdb6UlBSPr8vJgDfli2fVV7n0ps6SrFYrhgwZgqtXr7r8hdxQx0GpMmDreF2dvrh06VJcu3YN58+fd/kFtWvXrujatSvy8vKwf/9+rF27FkuWLEGPHj3w22+/eby3VIMGDdCgQQPFy2/70HI1Sl1QUOAwjzfli5eNioryuh1P7fu6TgotLVq0cHnacIUKFSRdmlOcLeelHXCHcj7l1GlTr1491KtXD0DRvae6dOmCnj17Ys+ePfa/Ct97772IiIhw+Hn53r17o27dupg6dWr4/qxuGGjTpo3Dqe0DBgxA3bp18dBDD2H//v0uywwePBivvvoqHn30UezatQtPP/20rDaTk5N99pdLJf2QnIxHRUW5Hfxxlz1/kJJnCj7Tp09H27ZtsWTJEjz66KNe1WG7hLW0P9yU5q677lJU3iYzM9MhM1FRUShfvrxX/VhxvuovS87rzefIxo0bUVBQwEv3yCcZtmnatKlPlinYj2O9zeVDDz2Ebdu24b333kPjxo1dr1wI46BUGShfvjySk5Nx6NAhp9ds95g6ceKExzqio6Nxzz334J577kFiYiJmzJiBzz77DMOHD3dbJisrS9JfkSIjIz3e+DUhIQEGg8F+KmNxtmmeRsFtB/Xuyhcvm5ycjDNnznjVjqf2d+zYASGEw8GwkjqJ3LHlvLSzdkI5n3LqdGfAgAF48MEH8ccff+CWW27BX3/9hW3btmHZsmUO8yUkJODuu++2X6ZF4SE2NhYtW7bERx99hNzcXMTExDjNM2jQIDz11FMYNWoUKlasiC5dushqIz8/v9R7utnYbrzujpK+TU7Gk5OTYbFYcOHCBYc/WhUWFuLy5ctl1t+VzDMFpzZt2qBdu3b2My28YRus/OWXX9CnTx+vl+XixYuSzmSOjY11eaWCTb9+/fD111/b/z98+HCsXLnSoR8r/iNEtmml3Yhd6rFnaf2lLf9y6ixp9erVKF++PHr06OFxmSn0+SLDNiUHdN2xDfS6IycDpZUvLavJycmS+1Jf11ncjBkzsGjRIsyaNQtDhw51u26hjPeUKiPdu3fH0aNHsXfvXsV12c7ocBWA4h5++GH7X3o9PYr/WoArWq0Wt956K3788Uen1/bs2YObbrrJ41khjRo1QkREhFP5wsJCHDx4EE2aNLFPa9KkCf744w+n06L37Nljf12uJk2aIC8vz34fA1/USeRKTk4ONm3ahNTUVKcbkZYUyvmUU6c7tgE726DA+fPnAcDllxCz2Yzr16+XWieFFtt77u4mqtWrV8ddd92FnTt32s+yk2Pt2rWSMirlbColfZucjNvqKTnvjz/+CKvVWmb9Xck8U/CaPn06zp07h6VLl3pV/u6770aFChXwwQcfyL48vrjmzZtLyubcuXM91vPqq68iIyPD/pgyZQoA91k6e/YsTp8+XWqWpB57Vq1aFZUqVXKZ77179zr1wXKPZ//55x/s2LED/fv39/jFnsKH0gzb9OvXT1IGS/shGjkZcEVOVps0aYKffvrJ6f7Me/bsQXR0tP1WHv6o02bhwoWYPn06HnnkETzxxBMe1y2UcVCqjEyZMgXR0dH497//bf9yVZyrn4//8ssvXda1detWACj1r41Tpkxx6GjdPV599dVSl3/AgAHYt2+fQzh///13fPXVV7j33nsd5v3tt99w8uRJ+//Lly+PTp064f3333c4XXvVqlXIyclxKD9gwABYLBaHsyFMJhNWrFiBli1bOo1WS9G7d2/o9XosWrTIPk0IgSVLlqBq1aql3puLSIr8/HwMHToUmZmZmDp1aqmXqIRyPuXUeeHCBaf1MZvNeO+99xAVFWW/xLFOnTrQarVYu3atw+fl6dOn8e233+L2228vdTtR6MjMzMSuXbuQlJTk8TL2mTNnYtq0aXjooYdkt2G7p5SUR2nk9G0nT57Eb7/95lReSsY7dOiAhIQEp5/9Xrx4MaKjo9G9e3fZ20EOqXmm4NW2bVu0a9cOr7zyiv3yFDmio6PxxBNP4MiRI3jiiSdcHv++//77pf4Rd/Xq1ZKyOWzYMI/1NG3aFJ06dbI/bPtow4YNUa9ePSxbtsxh8Gzx4sXQaDQONwzPysrCb7/95jDoKufYs3///vj0009x6tQp+7Qvv/wSf/zxh0O+vTme/fDDD+33riEClGfYpuSArruHbaDXE6kZMJvN+O233xxOzJCT1QEDBuD8+fP473//a5926dIlrF+/Hj179rQP3PqjTqDoj10TJ07EkCFD8Nprr5W6XUIZL98rI3Xr1sWaNWswaNAg3HLLLRgyZAgaN24MIQSOHz+ONWvWQKvVolq1avYyvXv3Rq1atdCzZ0/Url0bubm5+OKLL/DJJ5+gefPm6Nmzp8c2fXXPGgAYN24c3nrrLXTv3h2TJ0+GXq/Ha6+9hipVquCxxx5zmLd+/fpo27Ytdu7caZ/24osvonXr1mjbti1Gjx6N06dP49VXX0WXLl2QlpZmn69ly5a499578dRTT+HChQuoU6cO3n33XZw4cQLLly93aOfnn3/Gxx9/DAA4evQosrKyMHPmTABA48aN7dunWrVqeOSRRzBnzhyYzWY0b94cmzdvxrfffovVq1c7/CTx33//jVWrVgG4MTpuq7NGjRphe4olOTpz5gzef/99AEVnaRw+fBjr16/HuXPn8Nhjj+HBBx8stY5Qz6fUOh988EFkZ2ejTZs2qFq1Ks6dO4fVq1fjt99+w6uvvmq/7KJSpUr497//jbfffhsdO3ZEv379cO3aNSxatAj5+fl46qmnfLItSZ02bNiA2NhYCCFw9uxZLF++HFeuXMGSJUs8DgC3bdsWbdu29apNX95TSk52hg0bhq+//trhy7rUjEdFReGFF17A+PHjce+996Jr16749ttv8f777+PFF190uBQ4KyvLfnNV2+Wvb775JuLj4xEfH+/wi0nffPMNvvnmGwBFl03l5uba+8Y2bdqgTZs2AKTnmYLbtGnT0L59e6/LP/744/j111/x6quvYseOHRgwYACSkpJw7tw5bN68GXv37i311299dU8pT+bMmYNevXqhS5cuGDhwIA4dOoQ333wT//nPfxzOht60aRMeeOABrFixAiNGjAAg79jz6aefxvr169G+fXs8/PDDyMnJwZw5c3DrrbfigQcesM8np06b1atXIyUlBe3atXO7nqtWrcLff/+NvLw8AEV5t+V76NChqFGjhpLNSCqkNMOA7+4pBUjPwJkzZ1C/fn37ZbY2UrM6YMAA3HnnnXjggQdw+PBhJCYmYtGiRbBYLJgxY4bDMvm6zr1792LYsGGoWLEiOnbsiNWrVzu017p1a69/mCEoCSpTR48eFWPHjhV16tQRRqNRREVFiXr16okxY8aIgwcPOsz7wQcfiIEDB4ratWuLqKgoYTQaRYMGDcTUqVNFdnZ2wJf91KlTYsCAASIuLk7ExsaKHj16iD///NNpPgCibdu2TtO//fZb0bp1a2E0GkWlSpXE+PHjXa5Hfn6+mDx5skhKShIGg0E0b95cbNu2zWm+FStWCAAuH8OHD3eY12KxiJdeeknUqFFDREZGioYNG4r333/fqc4dO3a4rdPVOlFws+1D+/btc/l627ZtRcOGDR2m1ahRw75PaDQaERcXJxo2bChGjRol9uzZE4jFdklt+ZRa5wcffCA6deokqlSpIiIiIkSFChVEp06dxEcffeRUn9lsFm+88YZo0qSJiI2NFbGxsaJ9+/biq6++kriVSM1c5XHatGlOn8UxMTGiVatWYt26dQ7ljx8/LgCIOXPmeGxn+PDhIiYmxi/r4InU7LRt21a4OlyTmnEhhFi2bJm45ZZbRGRkpKhdu7aYN2+esFqtDvPYtperR40aNRzmdfU+2B7Tpk2zzycnz6QunvJ38eJFp/lt+2n37t1d1rdv3z4BQKxYscJtmxs2bBBdunQRCQkJIiIiQiQnJ4t//etfYufOnYrXx1c2bdokmjRpIgwGg6hWrZp45plnRGFhocM8tm1Xcl2lHnsKIcShQ4dEly5dRHR0tIiPjxdDhgwR586dc5pPTp2//fabACAmTZrkcR1t76Wrx44dOzyWJXV55513BADx008/CSHkZ9hqtQoAYuLEiQFbZhspGbD1WyW/5wkhLatCCJGZmSlGjhwpKlasKKKjo0Xbtm3dfg/wZZ2evreW9lkZijRCuDhPloiIiIiIiIiC0oIFC/Dwww/j6NGjqF27tuzy2dnZKF++PJ555hm88MILflhCoiK8pxQRERERERFRCNm3bx9iYmK8vuRy3759AMD7/5Hf8Z5SRERERERERCFg48aN2LlzJ1avXo3//Oc/sn9t9ueff8YXX3yB1157DRUrVvT7j2IQ8fI9IiIiIiIiohBQq1YtXLt2DX379sX8+fMRExMjq/z06dMxa9YsNGvWDPPmzUPz5s39tKRERTgoRUREREREREREAcd7ShERERERERERUcBxUIqIiIiIiIiIiAIuKG90brVacfbsWZQrVw4ajaasF4coaAkhcO3aNaSkpECrVT5GzWwS+QazSaQ+zCWROjGbROokNZtBOSh19uxZpKamlvViEIWMU6dOoVq1aorrYTaJfIvZJFIf5pJInZhNInUqLZtBOShVrlw5AEUrFxcXV8ZL48xsNuPzzz9Hly5doNfry3pxvJZbmIuUV1MAAGcfO4uYSHm/3GC+ehX6GjWK/nP2LCDzlx+Utq8Gat8XsrOzkZqaas+UUmrOptrfCzmUZENJLkMhkzZq3x+YzeAnNy9msxlffvwx0v7976IJEvIZSpm0UfP+EE65BNT7XgRsv8/NBVKK2tn2zjvo2KuXX7ZDsORYrfsDwGyGEsl5KJZP899/Qx8fr6y+IKX2fUFqNoNyUMp2GmVcXJxqPyiio6MRFxenyp1DKl2hDjAWPY+Li5M/KGW1wr72cXGyB6WUtq8GwbIv+OrUZDVnM1jeCymUZENJLkMhkzbBsj8wm8FLbl7s28E2QUI+QymTNsGwP4RDLgH1vhcB2+91OvtTf26HYMmxWveH4pjN4Cc5D8XyaY6Lg97N+xQs+fJWsOwLpWWTNzonIiIiIiIiIqKAC8ozpSgwIrQRGNdsnP25/AoicLxbN1SvUQO6CPnlFbdPFKIUZUNBLplJIum8yYvQ6WAZMwY6rRaQkE9mksJRwPb7iAhg3DhYrFaIYmdl+LwZ5pjITnIeIiJgGTMGJ//+G9U89JfMV3DgO0NuGSIMWNh9oYIKDPj5wQdRLT0dOi9OJ1TcPlGIUpQNBblkJomk8yYvVr0e1gULJGeTmaRwFLD93mAAFi6E1WyGdetW/zXDHBPZSc6DwQDrggX4eetWVDMYlNdHZYqX7xERERERERERUcDJHpT65ptv0LNnT6SkpECj0WDz5s0Or48YMQIajcbhkZaW5jBPZmYmhgwZgri4OMTHx2PkyJHIyclRtCLke0IIXMy9iIu5FyGE8KYCRGZlARcvAl6UV9w+UYhSlA0FuWQmiaTzKi9CFGVTYj6ZSQpHAdvvZebR+2aYYyIbyXn4Xz4js7I85pP5Cg6yB6Vyc3PRuHFjLFzo/jS4tLQ0/PPPP/bHBx984PD6kCFD8OuvvyIjIwOffvopvvnmG4wePVr+0pNf5ZnzUHluZVSeWxl55jwvKshDt+HDoa9aFciTX15x+0QhSlE2FOSSmSSSzpu86EymomxWriwpn8wkhaOA7fd5eUDlytBXrQqdyeS/ZphjIjvJecjLg75qVXQbPtxjf8l8BQfZ95Tq1q0bunXr5nEeg8GApKQkl68dOXIE27Ztw759+9CsWTMAwBtvvIH09HTMnTsXKSkpTmVMJhNMxTqD7OxsAEU/gWg2m+Wugt/ZlkmNyyZH8eU3m80wa+Stj9lstv/0vNlsBmRuD6Xtq4Ha9wWlyxVM2VT7eyGHkmwoyWUoZNJG7fsDsxn85Oal5PpLyWcoZdJGzftDOOUSUO97EbD9vlh/WbJd3zYTHDlW6/4AMJuhRHIeJB7PBku+vKX2fUHqcvnlRuc7d+5E5cqVUaFCBXTo0AEzZ85ExYoVAQC7d+9GfHy8fUAKADp16gStVos9e/agb9++TvW9/PLLmDFjhtP0zz//HNHR0f5YBZ/IyMgo60VQpMBSYH++fft2GHVGWeV1BQXoUay8xSivvNL21USt+0KeF2ewFReM2VTreyGHkmwoyWUoZdJGrfsDsxn8vMlL8d/3kpLPUMykjRr3h3DMJaC+9yJQ+33x/hLw33YIthyrbX8AmM1QIjUPxfP51Vdfue0vgy1f3lLrviA1mxqh4OJKjUaDTZs2oU+fPvZpH374IaKjo1GrVi0cO3YMTz/9NGJjY7F7927odDq89NJLePfdd/H777871FW5cmXMmDEDY8eOdWrH1eh1amoqLl26hLi4OG8X32/MZjMyMjLQuXNn6L341Tm1yC3MRYW5FQAAVyZfQUxkjKzy5qtXEV25ctHzK1eAGHnllbavBmrfF7Kzs5GYmIisrCyvshRM2VT7eyGHkmwoyWUoZNJG7fsDsxn85ObFbDbjq08+QY+BA4v+LyGfoZRJGzXvD+GUS0C970XA9vvcXOgrFLXz6YcfokPPnn7ZDsGSY7XuDwCzGUok56FYPvMuXIA+Pl5ZfUFK7fuC1Gz6/Eypgf87mAKAW2+9Fbfddhtq166NnTt3omPHjl7VaTAYYHDxU496vV6VG99G7ctXGr24sexerYvesTxkllfcvoqodfmVLlMwZlPNyyaVomwoyGUoZdJGrevBbAY/pXmRks9QzKSNGtcnHHMJqG/5Arbfl6jXX20FW47VuIzMZuiQnAe9tPmCLV/eUuu6SV0m2Tc6l+umm25CYmIijh49CgBISkrChQsXHOa5fv06MjMz3d6HioiIiIiIiIiIQovfB6VOnz6Ny5cvIzk5GQDQqlUrXL16Ffv377fP89VXX8FqtaJly5b+XhwiIiIiIiIiIlIB2Zfv5eTk2M96AoDjx4/j4MGDSEhIQEJCAmbMmIH+/fsjKSkJx44dw5QpU1CnTh107doVAFC/fn2kpaVh1KhRWLJkCcxmMyZMmICBAwe6/OU9KjsR2ggMbzzc/lx+BRE42b49qlWrBm2E/PKK2ycKUYqyoSCXzCSRdN7kReh0sA4dCq1WC0jIJzNJ4Shg+31EBDB8OKxWK4ROV/r83jbDHBPZSc5DRASsQ4fi9OnTSPbQXzJfwUH2O/Pjjz+iffv29v9PmjQJADB8+HAsXrwYP//8M959911cvXoVKSkp6NKlC1544QWH63RXr16NCRMmoGPHjtBqtejfvz8WLFjgg9UhXzJEGLCyz0oFFRhw4OGHkZyeDq0X17gqbp8oRCnKhoJcMpNE0nmTF6teD8vy5ZKzyUxSOArYfm8wACtXwmI2w7p1q/+aYY6J7CTnwWCAZflyHNi6Fcku7gcmuz4qU7IHpdq1awdPP9i3ffv2UutISEjAmjVr5DZNREREREREREQhguewkVtCCOSZ8wAA0fpoaDQauRVAV1AA5OYC5csDMssrbp8oRCnKhoJcMpNE0snJS80nt8CgE5jdXKD50x/BZNHgyKv9Ss0nM0nhKGD7vRBAXh5gNhc99xPmmOgGyXkQAsjNLTqm9ZBP5is4cFCK3Moz5yH25VgAQM5TOYiJjJFZQR56DBxY9DwnB4iRV15x+0QhSlE2FOSSmSSSzpu86EwmHJz7v3y+UHo+mUkKRwHb7/PygNhY6AHoPvzQP22AOSYqTnIe8vKgr1ABPQCYr1wBIiOV1Udlyu+/vkdERERERERERFQSB6WIiIiIiIiIiCjgOChFREREREREREQBx0EpIiIiIiIiIiIKOA5KERERERERERFRwHFQioiIiIiIiIiIAi6irBeA1Eun1WFAgwH25/Ir0OFM69ZITkqCVie/vOL2iUKUomwoyCUzSSSdN3kRWi221bsLFgF0l5BPZpLCUcD2e50OGDAAVqsVQuu/v+Mzx0Q3SM6DTgdrv37459w5VPbQXzJfwYGDUuSWMcKI9feuV1CBET9OmYL09HRo9frAt08UohRlQ0EumUki6bzJizUyEg/3exImiwbdjUa/tEEU7AK23xuNwPr1sJjNsG7d6r9mmGMiO8l5MBph+fBD/Lh1K9I99JfMV3Dg5XtERERERERERBRwHJQiIiIiIiIiIqKA46AUuZVbmAvNDA00MzTILcz1ooJc9O7TB/rISCBXfnnF7ROFKEXZUJBLZpJIOm/yoisowO8v9cSJV3pIyiczSeEoYPt9bi6g0UAfGQldQYH/mmGOiewk5yE3F/rISPTu08djf8l8BQcOShERERERERERUcBxUIqIiIiIiIiIiAKOv75HREREpDL1n92G/EjnXxQ6Mat7GSwNERERkX/wTCkiIiIiIiIiIgo4DkoREREREREREVHAcVCKiIiIiIiIiIgCjveUIrd0Wh3S66bbn8uvQIdzTZuicuXK0Orkl1fcPlGIUpQNBblkJomk8yYvQqvFztrNYBWAVVv63w2ZSQpHAdvvdTogPR1WISAk5NHrZphjIjvJedDpYO3WDRcuXEBFD8ezzFdw4KAUuWWMMGLL4C0KKjBiz7PPIj09HVq9PvDtE4UoRdlQkEtmkkg6b/JijYzEg/+aBpNF47c2iIJdwPZ7oxHYsgUWsxnWrVv91wxzTGQnOQ9GIywffYQ9W7ci3ej8oyCy66Myxcv3iIiIiIiIiIgo4DgoRUREREREREREAcdBKXIrtzAXMS/FIOalGOQW5npRQS66/+tfiIiPB3Lll1fcPlGIUpQNBblkJomk8yYvuoICHJgzAIdf64+owgK/tEEU7AK23+fmAjExiIiPh66g9Dx63QxzTGQnOQ+5uYiIj0f3f/3L4/Es8xUcZA9KffPNN+jZsydSUlKg0WiwefNmh9eFEHjuueeQnJyMqKgodOrUCX/++afDPJmZmRgyZAji4uIQHx+PkSNHIicnR9GKkH/kmfOQZ87zunyEyQRNnvfllbZPFKqUZENJLplJIum8yUu02YRos8mvbRAFu4Dt93l5io5jJTfDHBPZSc2DJi8PEabS+0vmS/1kD0rl5uaicePGWLhwocvXZ8+ejQULFmDJkiXYs2cPYmJi0LVrVxQU+wvDkCFD8OuvvyIjIwOffvopvvnmG4wePdr7tSAiIiIiIiIioqAi+9f3unXrhm7durl8TQiB+fPn45lnnkHv3r0BAO+99x6qVKmCzZs3Y+DAgThy5Ai2bduGffv2oVmzZgCAN954A+np6Zg7dy5SUlKc6jWZTDAVGwXNzs4GAJjNZpjNZrmr4He2ZVLjsslRfPnNZjPMGnnrYzaboS/2HDK3h9L21UDt+4LS5QqmbKr9vZBDSTaU5DIUMmmj9v2B2Qx+cvJi0AkYtMJpmlUnnOYtWa/UNoKFmveHcMoloN73wt/7faPp2wEAUYUFOFhsetPnt8FkvfHLmIemd/VJe8GSY7XuDwCzGUok50Hi8Wyw5Mtbat8XpC6X7EEpT44fP45z586hU6dO9mnly5dHy5YtsXv3bgwcOBC7d+9GfHy8fUAKADp16gStVos9e/agb9++TvW+/PLLmDFjhtP0zz//HNHR0b5cBZ/KyMgo60VQpMBy4+y27du3w6hz/3ObrugKCtCjWHmLh5/r9Ef7aqLWfSFP4SnpwZhNtb4XcijJhpJchlImbdS6PzCbwU9OXma3sBW6MW1mMwssRovTvFuL/TR9KGbSRo37QzjmElDfe+Hv/d6WR12BY/5eaGZ1+H/xLCoRbDlW2/4AMJuhRGoeih/PfvXVV26PZ4MtX95S674gNZsaIYTzn+Ek0mg02LRpE/r06QMA2LVrF+666y6cPXsWycnJ9vnuu+8+aDQarF27Fi+99BLeffdd/P777w51Va5cGTNmzMDYsWOd2nE1ep2amopLly4hLi7O28X3G7PZjIyMDHTu3Bl6vb70AiqVW5iLCnMrAACuTL6CmMgYWeXNV68iunLloudXrgAx8sorbV8N1L4vZGdnIzExEVlZWV5lKZiyqfb3Qg4l2VCSy1DIpI3a9wdmM/jJyUuj6dth0Aq81CgPPQYOBAA0mbwe+ZHOB8/Fz84IpUzaqHl/CKdcAup9L/y93zucKTX3XgDApx9+iKcPRfvlTKlgybFa9weA2QwlkvOQmwt9haL58i5cgD4+Xll9QUrt+4LUbPr0TCl/MRgMMBgMTtP1er0qN76N2pevNHpxY9m9Whe9Y3nILK+4fRVR6/IrXaZgzKaal00qRdlQkMtQyqSNWteD2Qx+cvJismhcTnM1vXg9oZhJGzWuTzjmElDf8vl7v7flTlsifyarYyZ91W6w5ViNy8hshg7JedBLmy/Y8uUtta6b1GXy6aBUUlISAOD8+fMOZ0qdP38eTZo0sc9z4cIFh3LXr19HZmamvTypg1ajRdsabe3P5VegxaWGDZFQsSK0WvnlFbdPFKIUZUNBLplJIulc5aXmk1s8lhEaDfZUbwQhAKvGeUBKShtEoS5Q+71Vo8EPqY2g0RRls6TS8gwAJ2Z1L3Ue5pjoBsl50GphbdMGmZcvo7yH41nmKzj4dFCqVq1aSEpKwpdffmkfhMrOzsaePXvsl+W1atUKV69exf79+9G0aVMARdeBWq1WtGzZ0peLQwpF6aOwc8ROBRVE4fsXX0R6ejq0XozcKm6fKEQpyoaCXDKTRNJ5kxerwYBh97/s8gwpX7VBFOwCtd+b9AYMHDwLBp3AbIPz/d18hTkmukFyHqKiYPniC3y/dSvSo6KU10dlSvagVE5ODo4ePWr///Hjx3Hw4EEkJCSgevXqeOSRRzBz5kzUrVsXtWrVwrPPPouUlBT7fafq16+PtLQ0jBo1CkuWLIHZbMaECRMwcOBAl7+8R0REREREREREoUf2oNSPP/6I9u3b2/8/adIkAMDw4cOxcuVKTJkyBbm5uRg9ejSuXr2Ku+++G9u2bYOx2B3xV69ejQkTJqBjx47QarXo378/FixY4IPVISIiIiIiIiKiYCB7UKpdu3bw9IN9Go0Gzz//PJ5//nm38yQkJGDNmjVym6YAyy3MRc3XawIATjx8Qv6vFeTmIm3YMERERgInTnj163uK2icKUYqyoSCXzCSRdN7kRVdQgN3zRkMAuHvMOy5/fU9pG0TBLlD7fVRhAb5b8m9oAOxasQyAf9phjolukJyH3FxE1KyJtMJC4O+/AQ+/vsd8qV9Q/PoelZ1LeZdkl7Hd+DHeko+D2dkBb58oHCjJhkFBLplJIum8yUtCvrx8MpMUjgK131eUmUdvMcdEN0jNg+bSJRgAmH1UH5UdDkqRIlJ+eYSIiIiIiIiIqCQOShEREREFieJ/DLKiAHD/o0NEVAz/kEpEpE7asl4AIiIiIiIiIiIKPzxTiogohJX8y/CfT95VRktCRERERETkiINSREREREREPiblkkFehktE4Y6DUuSWVqNFs5Rm9udyWTUaXKlTB6dzgVu18ssrbZ8oVCnKhlaLK3XqoHz58tDKzCUzSSSdN3kRGg1+Sa4Dq9DAqtFIKKFBpLUubqtWnpmksBGovsiq0eD/kupCqxEQkvLoLQ37VqL/kZxvrRbWpk2RlZWFWA/Hszx2DQ4clCK3ovRR2Ddqn9flTXoDvpk7F1P26vB7lPw/ASltnyhUKcpGVBS+mTsX6enp0Or1gWuXKMx4kxerwYABD8yDySLtC7AWBiSb5mHfqO7eLCJRUApUX2TSG9B7+DwYdAKzDRa/taOFgX0r0f9IzndUFCy7d+ObrVuR7uF7Jo9dgwMHpYiIwkij6dsxu0XRv7YvvidmOX+hLXnJgat5iIiIiIgCyXaMatAJh2NaHqsGLw5KERERERFR0JJy7yYiIlInDkqRW3nmPDRY2AAAcHj8YUTro2WVN5oL0HnUOHxZqEG9gkUo0BsllbONcittnyhUKclG8Vx2Gik9l0rbJQo33uRFZzLhy4UPAQLo9J/S82lFAc4axqHm/ChmksJGoPoio7kAX7w9DtAABxu/AcA/7VhRgJrzawJg30okNd9GcwG+WDIOCW8JGEcsgknr+hI+HrsGBw5KkVtCCPyd9bf9uVwaAURfvIjo/z0PdPtEoUpJNpTkkpkkks6rvAiBalkXAEjPp0V7AX9nMZMUPgLVF2kEUC27KI8H/Zwv9q1ERaTmWyMgqb/ksWtw4C3oiYiIiIiIiIgo4HimFBFRmOO9OIh8q+aTW2BFAfC/qwnqP7cNWki/VJaIiIgoXPBMKSIiIiIiIiIiCjieKUWS8WwKIiIiIiIiIvIVDkoREREREZHquPqDKC+NJSIKLRyUIrc0Gg0aVGpgfy6X0ADZqak4n1/0PNDtE4UqJdlQkktmkkgevbW6vAIaDf5MTIUQGsn51Furo26VWGaSworsbHlBaIA/KlaHRiMAP+eLfStREU/HmsUHqYUG+DMxFVWiPB/P8tg1OHBQityK1kfj13G/el2+QG/EjjfewJS9Opgs8j8ElLZPFKqUZENJLplJIum0MCLFtEhWGYvBgB6jF0nOpq2NX8d192YRiYKSN9nyRoHeiC7/WQSDTmC2weK3drQwsm8l+h+px5oFeiN6jF6E2S0sKNirAyw3Bq1OzLrRJ/LYNTjwRudERERERERERBRwPFOKVMfV/QOKj3gTkWv8MQKi8OQu++w7iYiISO04KEVu5Znz0Pyt5gCAfaP2yS5vNBeg/UOT8Gk+0HPYPBTo5d2I0ooCnDNM+t+yHEG0Plr2MhCFojxzHuJn1gcAJJlek3WTVyW5LPmZwEwSuVe8D5OaU53JhE+XTYYQGvQa/lqp+fSmDaJgF6j93mguwMfvToJGI/B747kA/NPnWVGAhosaAmDfSiT1WNNoLsAnyx9FlVWAceBrMGmj7K8V/0PN4Rfa89g1CHBQilyq+eQWWFGAU1GHAQD1nv1MdqevEUDcqVOI+99zb5i1JwEAQnhZAVEIEkLYsyGXklwKIXD44mH7cyLyTHZOhUDdS6cASM+nt58FRMEsEPu9RgA3Xy5q53c/93nsW4mKlDzWdHcmsEZAUn/JY9fgwHtKERERERERERFRwPl8UGr69OnQaDQOj3r16tlfLygowPjx41GxYkXExsaif//+OH/+vK8Xg4iIiIiIiIiIVMwvZ0o1bNgQ//zzj/3x3Xff2V979NFH8cknn2D9+vX4+uuvcfbsWfTr188fi0FERD5S88ktqP/cNvv/iz8nIiIiIiLyhl/uKRUREYGkpCSn6VlZWVi+fDnWrFmDDh06AABWrFiB+vXr44cffsCdd97psj6TyQSTyWT/f3Z2NgDAbDbDbDb7YQ2UsS2TGpdNKoNOwArh8H8t5F2HaxCO5a06eeWLt282m2HWBN/2VPu+oHS5gimban8v5Ci+DnKzqSSXJT8Tgnlbqn1/YDaDmzd9qEHr+LqUfJbWRjBuUzXvD+GUS0Ad74XBRQaUHp9623bJjPpKsBzvqmF/cIfZDB3F18lsNrv8DAAc82nQCrfzlaxPrfnyltr3BanL5ZdBqT///BMpKSkwGo1o1aoVXn75ZVSvXh379++H2WxGp06d7PPWq1cP1atXx+7du90OSr388suYMWOG0/TPP/8c0dHqvYN+RkZGWS+C12a3AAosFgz8pej/M5taYNRZZNWhK7Dan89sZoHFKK988fa3b98Ooy54f1VIrftCXl6eovLBmE21vhdyFFgK7M/lZlNJLkt+JmzdulVyWbVS6/7AbAY3r/vQG9GWlM/S2gjmjKpxfwjHXAJl+17MbuE8TenxqVS6Asd6X2hmdTOnMsF2vMtsqoca3wulih/jbt++HbNbuM5D8Xw+e4fVbX+5fft2h+dqz5e31LovSM2mRvj4NvSfffYZcnJycMstt+Cff/7BjBkzcObMGRw6dAiffPIJHnjgAYeRaABo0aIF2rdvj1deecVlna5Gr1NTU3Hp0iXExcX5cvF9wmw2IyMjA507d4Zery/rxfFKo+nbYUUBTujHAwBqmhfK/vW98pYC7HxnHK4UapA+eqGsn54H4ND+pSl/BOVPeKp9X8jOzkZiYiKysrK8ylIwZVPt74UceeY8JM6+GYD8bCrJZcnPhMPTe8tbcBVR+/7AbAaPRtO3u5wutw81aAVeujUft49+CAJAdwn5LK2NQ9O7SlwL9VDz/hBOuQTU8V64ypfS41OpjOYCbFk2HhoAB5a9gad/iYLJqvF5O3LWpywzrYb9wR1mM3TkmfPQeFljAMD/jf4/tHjxW5fzGc0F2LpsPCpECrT79yJkuRls2jv1Hof6gvH7pCdq3xekZtPnZ0p169bN/vy2225Dy5YtUaNGDaxbtw5RUVFe1WkwGGAwGJym6/V6VW58G7UvnycmiwZAFKpa3gEAeHNCYJbOiIy33sKUvbqi+mT/IetG++Wjy3uxBOqh1n1B6TIFYzbVvGxSldeXR9UC77KpLJeOnwnBvh0B9e4PzGbwKOovXZHfh1oMBnQYv/xGnaXm03Mbwbg9bdS4P4RjLoGyXT7X+VJ2fCq5bW0U7h7zDgw6gdkGC0xWjYe8KyF9fdSwn6hxf2U2Q0d5fXmceOSE/f/uMmfSRqHD+OWY3cKCLNsxrav6oh3rC1Vq3RekLpNfbnReXHx8PG6++WYcPXoUSUlJKCwsxNWrVx3mOX/+vMt7UBERERERERERUWjy+6BUTk4Ojh07huTkZDRt2hR6vR5ffvml/fXff/8dJ0+eRKtWrfy9KEREREREREQUZmo+uQU1n9xS1otBLvj88r3JkyejZ8+eqFGjBs6ePYtp06ZBp9Nh0KBBKF++PEaOHIlJkyYhISEBcXFxeOihh9CqVSu3NzmnsmOFCecNTwIAqphmQQvn01o9MZhNaDP5SWzIBQYMegUmvbzyxdvPN3dAlN67yz+JQk2+OR//GB4FID+bSnJZ8jOBiNzzpg/VmkzYsGIqrEKD+wbPKjWfSvtpomAUqP3eYDZh3ZonodUInGj8IgD/3IuGOSa6Id+cjzYr2wAAvhnxjdv5DGYTNrz3BKqtAwx9Z8GkdX1PqeL1WfEU86VSPh+UOn36NAYNGoTLly+jUqVKuPvuu/HDDz+gUqVKAIB58+ZBq9Wif//+MJlM6Nq1KxYtWuTrxSCfECjU/ml/LpdWCFQ4ehQV/vdcSftW4Z9fPCEKRlZh9TqbynKp7DOBKLzIz4tGCNz6z1EAUvPJTFI4Csx+rxUCjc8VtfO3b38XqgTmmMjGKqz48eyP9ufuaCX2l8XrS2W+VMvng1Iffvihx9eNRiMWLlyIhQsX+rppCmH1n9vm9GskJ2Z1L6OlIQq84qcbW1EA8MRBIiKisCLl0iMeHxNRsPH7PaWIiIiIiIiIiIhK8vmZUkREFB5K/sWWf50lIiIpeLNhIiqp5pNbeDVAmOKZUkREREREREREFHAclCIiIiIiIiIiooDj5XvkkVbEKSpviotDrrns2icKVUqyoSSXzCSRdN7kJTMqTtbvAzGTFI4Ctd9fjoqDJgDtMMdENyRGJ0qaLzMqDjF6GfXlK1go8isOSoU5T9f0a2FEasEar+vOjzRi23vvYcpeHUwW+V260vaJQpWSbCjJJTNJJJ03ebEYjWj16GrJ2WQmKRwFar/PjzSi6cQ1MOgEZhstfmuHOSa6QQsjYi6vBAA0fG6n2/nyI4v6y9ktLMjfqwPcRDQmMgYXH78IgPeyUzMOShERqQw7TSLyBXefJfxRAiIiCgc8pg4OHJSioOXqQ4YH2kRERERERETBgYNS5JYVJlyInAYAqFw4A1oYZJU3mE24a+o0vHdNg2EDZsCkl1deaftEoUpJNpTkkpkkks6bvGhNJrz3/gsQAhh+b+n5ZCYpHAVqvzeYTXh3/TRoNMCFxs8CiPZLO8wxhbOSJxlIzYPBbMJ7H0xD7Y8EDOkzYNIaXc7HfAUHDkqRBwIm3SH7c7m0QiDx11+R+L/ngW6fKHR5nw1luWQmiaSTnxeNEGh5sqiMtHwyk6Q+/r9cJjD7vVYI3HmqqJ1PvTqOlYo5JrpBWh60xfvLbp5yw3wFAw5KhRFeU0tE/sRLaomIiIhIzYofr/I4VR04KEVERERUCv5hh4iIyHvsR8kdDkqFqHANPc/UICIiIiIiIgoOHJQiIipjoTyIzIFiIiIiIlI72zErj1MDj4NSREQBFMoDUERERFS2pB5n8Is3EakFB6XII41Q9rOZ1w0GFFrLrn2iUKUkG0pyyUwSSedNXvL08sp40wbPYKRgF6i+SG4evcW+legGqXnI0xsQqfVdfVR2OChFbmlhRPWCjV6Xz480YsvatZiyVweTRRPw9olClZJsKMklM0nhwhdnNHqTF4vRiNsf3yA5m8wkhaNA7ff5kUY0mLQRBp3AbKPFb+0wx0Q3SM1DfmRRfzm7hQX5e3WAm4gyX8GBg1JERBRQJb/w8wwNIiIiIqLwxEEpCnm8TIFI3ZhRIiKiwOK9pygQ1H4vVbUvX7jgoBS5JVCIi5EvAQAqFT4NDSJllY+8XoiWL7yEpVc1eLDP0zBFyCuvtH2iUKUkG0pyyUwSSedNXrSFhVi6djasAhjbt/R8MpMUSGr58hao/d5wvRCLN70ErQa41mQKgCi/tMMcE90gNQ+G64VYuuEl1NsuENnxaZg0ru8bxXwFBw5KkVsCVuTrfrQ/l3tXKJ3ViqT9+5EEQGuVf1dlpe0TlTV/HcAryYaSXDKTRNJ5kxeN1Yp2x4rKSMknM0nhKFD7vdZqRYe/itr51IvjWKmYY6IbpOZBW6y/1LW3Ajpl9VHZ4qAUhSVeLkRERETk/g8oBp3A7BZAo+nbvfrBGiIKX2o5s5KCAwelggwHU4goHPCzjgKBB803uNsWzF1w4z5ORIESKp83xdejeB9om85+0fc4KBVgcg76QiXYRKGIgyZERERERETKlNmg1MKFCzFnzhycO3cOjRs3xhtvvIEWLVqU1eIQERERUQkcgCciKaT8MZ2fHRRq3J1VRfKUyaDU2rVrMWnSJCxZsgQtW7bE/Pnz0bVrV/z++++oXLlyWSxSmVNyVhTPqPINpdtRyQcRD/rVTeq+wSwSBQ7zVnZ4qV/Z4/5PgWLb13xxjzGp+63UzxJbfVZTnlfLQ/K4GoDhZxH5QpkMSr322msYNWoUHnjgAQDAkiVLsGXLFrzzzjt48sknneY3mUwwmUz2/2dlZQEAMjMzYTabA7PQMpjNZuTl5eHy5cvQ6/UOr0Vczy2jpZJPoAAoKHquv54LDSyyykdcz0e2/XkuIrTyyittP9DqTF7nNO27yW3c7gvFudovLl++7NPlc+XatWsAACGEV+XVns2WL39pf27QCjxzu7XU96JkOUB91zkryYaSXJZ1JktmbM9THb2uy9PntBqEYzabTP0vvnmik+Q61N6fys1LhFUgLy9PVj7LOpMlueoH3eW05OesjdR+syyoKZeB2P+L9kkrIsxaWKzqudF5oPb7iOsF9jzm5eUhwgy/bAe15didQO4Prj5LXC7T//61Xi8alFJDNgMhEMcwrj6jix8P276n+PqzSGoeiuczwpyLCOH6FzKV5qv4vhjhYRrg3+9uxd+P4v1qyBzPigAzmUxCp9OJTZs2OUwfNmyY6NWrl8sy06ZNEwD44IMPPz1OnTrlVZ6ZTT748O+D2eSDD/U9mEs++FDng9nkgw91PkrLpkYIL4eUvXT27FlUrVoVu3btQqtWrezTp0yZgq+//hp79uxxKlNy9NpqtSIzMxMVK1aERqOev9zYZGdnIzU1FadOnUJcXFxZL06Z4XZQ/zYQQuDatWtISUmBVquVXT6Ysqn29yJQuB2KqH07MJvhh9uhiJq3QzjlElD3exFI3A5F1LwdmM3wxO2g/m0gNZtquyrFJYPBAIPB4DAtPj6+bBZGhri4OFXuHIHG7aDubVC+fHmvywZjNtX8XgQSt0MRNW8HZjM8cTsUUet2CLdcAup9LwKN26GIWrcDsxm+uB3UvQ2kZFP+ULJCiYmJ0Ol0OH/+vMP08+fPIykpKdCLQ0REREREREREZSDgg1KRkZFo2rQpvvzyxs26rFYrvvzyS4fL+YiIiIiIiIiIKHSVyeV7kyZNwvDhw9GsWTO0aNEC8+fPR25urv3X+IKdwWDAtGnTnE4DDTfcDtwGasL3ogi3QxFuB/Xge1GE26EIt4N68L0owu1QhNtBPfheFOF2CJ1tEPAbndu8+eabmDNnDs6dO4cmTZpgwYIFaNmyZVksChERERERERERBViZDUoREREREREREVH4Cvg9pYiIiIiIiIiIiDgoRUREREREREREAcdBKSIiIiIiIiIiCjgOShERERERERERUcBxUIqIiIiIiIiIiAKOg1JERERERERERBRwHJQiIiIiIiIiIqKA46AUEREREREREREFHAeliIiIiIiIiIgo4DgoRUREREREREREAcdBKSIiIiIiIiIiCjgOShERERERERERUcBxUIqIiIiIiIiIiAKOg1JERERERERERBRwHJQiIiIiIiIiIqKA46AUEREREREREREFHAeliIiIiIiIiIgo4DgoRUREREREREREAcdBqQBbuXIlNBoNfvzxRwDA9OnTodFo7I/o6Gg0aNAAzzzzDLKzs53KaTQafPfdd071CiGQmpoKjUaDHj16BGx9bM6cOYP77rsP8fHxiIuLQ+/evfHXX39JLr9r1y7cfffdiI6ORlJSEiZOnIicnByn+UwmE5544gmkpKQgKioKLVu2REZGhqI69+/fj7S0NMTFxaFcuXLo0qULDh486DSf2WzGjBkzcNNNN8FgMOCmm27CzJkzcf36dcnrSepXMqM2WVlZaNGiBYxGI7Zt22af/uuvv+L+++9H1apVYTAYkJKSgiFDhuDXX38N9KLbffzxx7jjjjtgNBpRvXp1TJs2TfJ+arVaMXv2bNSqVQtGoxG33XYbPvjgA5fzHjlyBGlpaYiNjUVCQgKGDh2KixcvelWn1WrFypUr0atXL6SmpiImJgaNGjXCzJkzUVBQ4HGZv/vuO/vn46VLlyStJ6mP0n6uoKAA8+bNQ8uWLVG+fHkYjUbcfPPNmDBhAv744w/7fK763erVq6Nnz55YsWIFTCaTX9fTHTnZc+Xq1asYPXo0KlWqhJiYGLRv3x4//fSTy3mlfkZIrfPRRx/FHXfcgYSEBERHR6N+/fqYPn264n6cypaSTNrK/ec//3FZ99SpU11+bo8YMQIajQZxcXHIz893Kvfnn3/ay82dO1fhGson9djSneXLl6N+/fowGo2oW7cu3njjDZfzyTmullpncZ07d4ZGo8GECROcXsvKysKUKVNQt25dREVFoUaNGhg5ciROnjwpeT0pcHyRU9sjLi4Obdu2xZYtW9y2I/X4OBC82fdt/PGd0pv+7erVq6hcuTI0Gg02bNjg8NrOnTud3iPb44cffpC8rkFBUECtWLFCABD79u0TQggxbdo0AUAsXrxYrFq1SixevFj07dtXABCtWrUSVqvVoZzRaBRjx451qnfHjh0CgDAYDKJ79+4BXadr166JunXrisqVK4tXXnlFvPbaayI1NVVUq1ZNXLp0qdTyBw4cEEajUdx+++1i8eLFYurUqcJgMIi0tDSneQcOHCgiIiLE5MmTxdKlS0WrVq1ERESE+Pbbb72qc//+/cJoNIq6deuKuXPnitmzZ4uaNWuKuLg48dtvvznMe9999wmNRiNGjhwpFi9eLIYPHy4AiFGjRnmx1UitSmZUCCGysrJEixYthMFgEFu3brVP37hxo4iMjBRJSUli6tSp4u233xbPPPOMSE5OFpGRkeK///1vwJd/69atQqPRiPbt24tly5aJhx56SGi1WjFmzBhJ5Z988kn7fr1s2TLRvXt3AUB88MEHDvOdOnVKJCYmitq1a4vXX39dvPjii6JChQqicePGwmQyya7z2rVrAoC48847xcyZM8WyZcvEAw88ILRarWjXrp39s7Aki8UimjRpImJiYgQAcfHiRZlbjNRCST938eJF0bRpUwFA9OjRQ8yfP1+8/fbb4vHHHxepqalCr9fb5y3Z77799ttixowZonXr1gKAuO2228TJkyf9vr4lSc2eKxaLRbRu3VrExMSI6dOnizfffFM0aNBAlCtXTvzxxx8O80r9jJBT51133SUmTpwoFixYIJYtWybGjh0rDAaDuOuuu4TFYnGYV2o/TmVPSSZt5eLj4536BCGEqFWrljAajU6f28OHDxcRERFCp9OJtWvXOpWbNm2avdycOXN8sJbSyTledWXJkiUCgOjfv79YtmyZGDp0qAAgZs2a5TCfnONqqXUWt3HjRnufOX78eIfXLBaLaN68uYiJiRGPP/64eOutt8QTTzwhypUrJ6pWrSqys7Mlbi0KFKU57dy5s1i1apV47733xAsvvCBSUlKERqMR27Ztc9mOlOPjQPBm3y/O198p5dRZ3EMPPWTP4/r16x1es713EydOFKtWrXJ4hNrxLgelAszdoFTJHatfv34CgNi1a5dDuX79+onExERhNpsd5h81apRo2rSpqFGjRsAHpV555RUBQOzdu9c+7ciRI0Kn04mnnnqq1PLdunUTycnJIisryz7trbfeEgDE9u3b7dP27NnjdBCSn58vateuLVq1auVVnenp6aJChQoOnfzZs2dFbGys6Nevn33a3r17BQDx7LPPOrTz2GOPCY1GI/7v//6v1PWk4FAyo9nZ2eLOO+8UkZGR4tNPP7XPd/ToUREdHS3q1asnLly44FDHxYsXRb169URMTIw4duxYQJe/QYMGonHjxg6fEVOnThUajUYcOXLEY9nTp08LvV7vcJBqtVrFPffcI6pVqyauX79unz527FgRFRUl/v77b/u0jIwMAUAsXbpUdp0mk0l8//33Tss0Y8YMAUBkZGS4XObFixeLihUriocffpiDUkFOST/XvXt3odVqxYYNG5zqLSgoEI899pj9/+76XSGEeP/994VWqxUtW7b00VpJIyd7rqxdu9bpgPbChQsiPj5eDBo0yGFeqZ8Rcup0Ze7cuQKA2L17t32anH6cyp6STAIQffr0EVqtVmzevNnhte+//97+ZdLVoFRMTIzo0qWL6NOnj9My1a1b114u0INSUo8tXcnLyxMVK1Z02k5DhgwRMTExIjMz0z5N6nG1nDpt8vPzRc2aNcXzzz/vclDK9t68+eabDtPfeecdAaBM/thGninNacl94PDhwwKA6Natm8t2Sjs+DgRv9v3i/PGd0pv+7ZdffhERERH2PLoblCo5PRTx8j2V6tChAwDg+PHjDtMHDRqEy5cvO5wKWFhYiA0bNmDw4MEBXUabDRs2oHnz5mjevLl9Wr169dCxY0esW7fOY9ns7GxkZGTg/vvvR1xcnH36sGHDEBsb61B+w4YN0Ol0GD16tH2a0WjEyJEjsXv3bpw6dUp2nd9++y06deqEihUr2qclJyejbdu2+PTTT+2nZn777bcAgIEDBzos/8CBAyGEwNq1a0vfUBR0cnJykJaWhp9++gkbN25E9+7d7a/NmTMHeXl5WLZsGSpVquRQLjExEUuXLkVubi5mz54dsOU9fPgwDh8+jNGjRyMiIsI+fdy4cRBCOJ0WXNJHH30Es9mMcePG2adpNBqMHTsWp0+fxu7du+3TN27ciB49eqB69er2aZ06dcLNN9/skDGpdUZGRqJ169ZOy9S3b18ARZcKlpSZmYlnnnkGzz//POLj4z2uGwUPuf3cnj17sGXLFowcORL9+/d3et1gMEi+zGfIkCH4z3/+gz179gT0kjI52XNlw4YNqFKlCvr162efVqlSJdx333346KOP7JckyvmMkFqnOzVr1gRQdGlC8Tql9OOkLt4ee1atWhVt2rTBmjVrHKavXr0at956Kxo1auS27ODBg/HZZ5857D/79u3Dn3/+WSbHu3KOLV3ZsWMHLl++7JBxABg/fjxyc3MdLpeSelwtp06b2bNnw2q1YvLkyW7XEwCqVKniMD05ORkAEBUV5XE9qez46jti/fr1kZiYiGPHjrmdx9PxcSB4s+8X54/vlN70bw8//DD69u2Le+65p9R1vnbtWkjfMoaDUipl+yAoPlgCFB3ktWrVyuE+E5999hmysrKcBkw8ycnJwaVLl0p9ZGVleazHarXi559/RrNmzZxea9GiBY4dO4Zr1665Lf/LL7/g+vXrTuUjIyPRpEkTHDhwwD7twIEDuPnmmx0+FGztALDfB0pOnSaTyWUHGx0djcLCQhw6dMg+H+DcGUdHRwMoui8VhZbc3Fx069YN+/btw/r1652uw//kk09Qs2ZNtx1JmzZtULNmzVI7RgCSsnjp0qVSvwTa9u2S+35KSgqqVavmsO+7Kx8TE4P69es7TLdlzFb+zJkzuHDhgtvcl8ytlDrdOXfuHICigb6Snn32WSQlJeHBBx/0WAcFF7n93McffwwAGDp0qE/at9Xz+eefe5zPbDZLzq7VavVYl9KcHDhwAHfccQe0WsfDuhYtWiAvL89+Ty05nxFS67S5fv06Ll26hLNnz+Lzzz/HM888g3LlytnXwVanlH6c1EXJsefgwYPxySef2P/Id/36daxfv77UL8n9+vWDRqPBf//7X/u0NWvWoF69erjjjjskL/uVK1ckZTQvL89jPXKOLV1xl72mTZtCq9XaX5dzXC21TpuTJ09i1qxZeOWVV9wOLjVr1gwxMTF49tln8dVXX+HMmTP4+uuvMWXKFDRv3hydOnXyuJ5Udnz1HTErKwtXrlxBhQoVXL5e2vGxO1arVXKfaTabPdYld993Vd7X3ynl9m/r16/Hrl27JP3x+oEHHkBcXByMRiPat2/vdF+vUMBBKZXIzMzEpUuXcOLECSxbtgyLFi1ClSpVXH7hHTx4MDZv3my/AeTq1avRtm1bpKSkSG5vwoQJqFSpUqmP3r17l7rcJpPJ/heU4mzTzp4967b8P//84zBvyfLFy/7zzz+S2pFT5y233IIffvgBFovFPq2wsBB79uwBUPTl2zYfAHz//fcO9dnOoLLNR6Fj+PDh2LNnD9avX49evXo5vJaVlYWzZ8+icePGHuu47bbbcPr0aY8DswAkZbFSpUql3vRYzr7vrnyVKlWg0WicygLSM2b7XJBTpzuzZ89GXFwcunXr5jD9559/xtKlS/Haa69Bp9N5rIOCj5x+znYW3a233uqTtm1nb3j6KzFQ1B9IzW5pNwhWmhN/9I9S67T58ccfUalSJVStWhVdu3aFEAIff/wxEhISvK6T1MPbY88BAwbAYrFg8+bNAIoGey9duoRBgwZ5LFeuXDn06NHDfpaV1WrFhx9+WGq5km6//XZJGS3ti6Ev+ledTofKlSs7TI+MjETFihXt5eUcV0ut0+axxx7D7bff7nGAIjExEWvXrkVWVhY6duyIatWqoV27dkhJScFXX33lcIYlqY83OS0oKMClS5dw8eJF7N+/HwMHDoTFYsGAAQNczu/p+NiTkydPSu4zS37fKknuvu+qfFn2mfn5+Zg8eTIeffRR+1nFrkRGRqJ///54/fXX8dFHH2HmzJn45ZdfcM8995Q68BZs+MmiErZBD5uGDRvi3XfftZ+JU9x9992HRx55BJ9++inS0tLw6aefYsGCBbLamzJlCu6///5S53M3Sm5j+9AzGAxOrxmNRod5vClfvGx+fr6kduTUOW7cOIwdOxYjR47ElClTYLVaMXPmTPuHkG3e9PR01KhRA5MnT0Z0dDSaNm2KPXv2YOrUqYiIiPC4jhSczp8/D6PRiNTUVKfXbINM5cqV81iH7fXs7GyP80q9TKhhw4YeXy9t3y/+i57uyvsiY8XrklqnKy+99BK++OILLFq0yOnyvIkTJ6Jbt27o0qWLx3Wi4CSnn7Pt16XlUarY2FgAKHUwuXHjxpKzm5SU5PF1JTmRU17OZ4TcZWrQoAEyMjKQm5uLXbt24YsvvnD6dSKl60llx9tjzwoVKiAtLQ0ffPAB7r//fqxZswatW7dGjRo1Si07ePBg3HvvvTh37hwOHTqEc+fOyb50b/Xq1ZL2q5tuusnj63KOLd2Vj4yMdPla8fJyjqul1gkUXe60ceNG+x9dPalUqRJuv/12TJgwAQ0bNsTBgwcxe/ZsPPDAA1i/fn2p5anseJPT5cuXY/ny5fb/6/V6TJkyBZMmTXI5v6fjY0+SkpIk95ml/dFXzr7vrryvv1PK6d9mzZoFs9mMp59+2uNytm7d2uHWFr169cKAAQNw22234amnngr4rx36EwelVGLjxo2Ii4uDXq9HtWrVULt2bbfzVqpUCZ06dcKaNWuQl5fncTTbnQYNGqBBgwZKF9t++q+ry4psP+Pu6frz0soXLxsVFSWpHTl1jhkzBqdOncKcOXPw7rvvAig6FXTKlCl48cUX7V9OjEYjtmzZgvvuu89+zxKDwYDZs2c7zEehY+nSpZg0aRLS0tLw7bffOgwc2778lvalVergla9Oh5ez77sr74uMlZzXm8+HtWvX4plnnsHIkSMxduxYp9d27dplv7yWQo+cfs52qvy1a9d8cm8x20BKabmtUKGCT7PrbT8qp7w/+lybuLg4+/bo3bs31qxZg969e+Onn36yf8FQup5UdpQcew4ePBhDhw7FyZMnsXnzZsn3WkxPT0e5cuWwdu1aHDx4EM2bN0edOnVw4sQJyct91113SZ7XE1/0r4WFhS5fK15ebv8qpc7r169j4sSJGDp0qMN9qlz566+/0L59e7z33nv2493evXujZs2aGDFiBD777DOnM5dJPbzJae/evTFhwgQUFhZi3759eOmll5CXl+d06baNp+NjT4xGo0/7TCn7vqfyZdVnnjhxAnPmzMHChQu9+v5Yp04d9O7dG//9739hsVhC5moBDkqpRJs2bVzeM8WdwYMHY9SoUTh37hy6desm+0A8KytL0l+OIiMjHU69LykhIQEGg8F+ZlFxtmmeThm1ndLornzxssnJyS4vkyvZjpw6AeDFF1/E5MmT8euvv6J8+fK49dZb7SPXN998s32+hg0b4tChQzh8+DCuXLmCBg0aICoqCo8++ijatm3rdh0pODVo0ABbt25Fx44d0blzZ3z//ff2vwqVL18eycnJ+Pnnnz3W8fPPP6Nq1apO15eXZLtvUmnKly/vsaMtvu+X/AvWP//843BvF3fld+zYASGEw2VEcjNm+1yQU2dxGRkZGDZsGLp3744lS5Y4vf7444/j3nvvRWRkpP3Lie1muKdOnUJhYaGsy5lJnaT2c/Xq1QMA+yntStkGO+vUqeNxvsLCQmRmZkqqs1KlSh4PHL3JScnyUvphOZ8RUut0p1+/fhg6dCg+/PBD+6CU1H6c1MnbY89evXrBYDBg+PDhMJlMuO+++ySVMxgM6NevH95991389ddfmD59uuxlvnjxosMtGtyJjY31+AVR7rGlq/IWiwUXLlxwuOSosLAQly9ftpeXc1wttc733nsPv//+O5YuXeo0oHft2jWcOHEClStXRnR0NFauXImCggKn+wTZLtP6/vvvOSilcnJzWq1aNftgUXp6OhITEzFhwgS0b9/e4YcubDwdH3tisVhw8eJFSeuQkJDg9kwoQPq+76m8r79TSq3zueeeQ9WqVdGuXTt7Hm3fAy5evIgTJ06gevXqbgcFASA1NRWFhYXIzc0t9TtGsOA9pYJU3759odVq8cMPP3j1KyQPP/wwkpOTS324+jAqTqvV4tZbb3V5w7U9e/bgpptu8vjX5kaNGiEiIsKpfGFhIQ4ePIgmTZrYpzVp0gR//PGH0yVItlORbfPKqdOmQoUKuPvuu+33JPniiy9QrVo1+5cdG41Gg4YNG+Luu+9GQkICduzYAavVyhs/hqgWLVpg8+bNuHDhAjp37uzQmfbo0QPHjx/Hd99957Lst99+ixMnTki6AaSULCYnJ5f6K4+2fbvkvn/27FmcPn3a5b5fsnxeXp7TL92VzFjVqlVRqVIll7nfu3evU26l1Fl8et++fdGsWTOsW7fO5f0rTp06hTVr1qBWrVr2x+uvvw4AuOOOO5Cenu5xPSk4SO3nevbsCQB4//33fdLuqlWrAABdu3b1ON+uXbskZ7e0X5WTmxNX5X/66SenG6rv2bMH0dHR9j+wyPmMkFqnOyaTCVar1eEHU6T246RO3h57RkVFoU+fPti5cyc6d+4s+4+wBw4cwLVr12TdrNmmefPmkjJa2i90enNsWZy77P3444+wWq321+UcV0ut8+TJkzCbzbjrrrsc+k2gaMCqVq1a9h92OH/+PIQQTgN5thtPh/Kvf4UKpd8RH3zwQdSuXRvPPPMMhBAu5/F0fOzOqVOnJPeZu3bt8liX1H3fU3lff6eUWufJkydx9OhR3HTTTfYs2u6VN27cONSqVavU22389ddfMBqNoXWljqCAWrFihQAg9u3bJ4QQYtq0aQKAuHjxoqxyQgixcuVKMX36dJGXl2efVqNGDdG9e/dSl+PXX38VGRkZpT5+/PHHUuuaNWuW07L99ttvQqfTiSeeeMJh3iNHjoi///7bYVpaWppITk4W2dnZ9mlvv/22ACA+++wz+7QffvhBABBz5syxTysoKBB16tQRLVu29KpOVz788EMBQMydO9fjfHl5eeKOO+5waoeCm6us/fe//xU6nU7ccccdIisrSwghxB9//CGioqJEgwYNxKVLlxzquHz5smjQoIGIjo4WR48eLbVNKVnMyMgQZ8+eLbWuevXqicaNG4vr16/bpz3zzDNCo9GIw4cP26ddvXpVHDlyRFy9etU+7dSpU0Kv14vx48fbp1mtVnHPPfeIqlWrOtQ5ZswYERUVJU6ePGmf9sUXXwgAYvHixV7VefjwYVGxYkXRsGFDkZmZ6XYdN23a5PT417/+JQCI9957T3z11VelbidSHyX9XFpamtBqtWLTpk1O9ZpMJvHYY4/Z/++p3129erXQarWiVatWpS5vZmam5Ozm5+d7rEtOTs6ePSuOHDkiCgsL7dNs/db69evt0y5evCji4+PFv/71L4e2pH5GSK3zypUrDstiM3fuXAFALF++3D5NTj9OZU9JJgE47M8HDx4U06ZNE7t27bJPc5XF4cOHi5iYGPv/LRaLeOGFF8SiRYvs044fP+60H7nz3XffScrosWPHSq1L6rFlbm6uOHLkiMN65eXliYSEBNGjRw+HOu+//34RHR0tLl++bJ8m9bhaap1Hjhxx2W8CEOnp6WLTpk324wtbblesWOFQ5/z58wUA8eGHH5a6nSiwfJlTm0WLFgkADn2q1ONjd/Lz8yX3mZ6OAYWQl6eLFy+KI0eOiNzcXPs0f3ynlFrnt99+65TFF154QQAQU6ZMEZs2bbL3qRcuXHBa94MHDwq9Xi969erlcRsFGw5KBZgvB6VckToo5UvZ2dmidu3aonLlymL27Nli3rx5IjU1VaSkpDiFCYBo27atw7T9+/cLg8Egbr/9drF48WIxdepUYTQaRZcuXZzauvfee0VERIR4/PHHxdKlS0Xr1q1FRESE+Prrr72q8+uvvxYdO3YUr7zyinj77bfFf/7zH6HT6URaWpowm81ObT/88MNi6dKlYs6cOaJ+/frCYDCIL774QsHWI7Vxl7V33nnHvv/avmCuW7dO6PV6kZycLJ555hmxfPly8eyzz4qUlBQRGRkpNm7cGPDl/+STT4RGoxEdOnQQy5YtExMnThRarVaMGjXKYT7bepY88Hz88ccFADF69Gjx1ltvie7duwsAYvXq1Q7znTx5UlSsWFHUrl1bLFiwQLz00kuiQoUK4tZbbxUFBQWy68zOzhapqalCq9WKWbNmiVWrVjk8in+RcUXqZympl5J+7sKFC6JJkyZCo9GIXr16iddff128/fbb4oknnhA1atQQkZGR9nlt+8rixYvFqlWrxPLly8Xzzz8v7rrrLgFANG7cWJw+fdov6+iJ1OwNHz5cABDHjx+3T7t+/bq48847RWxsrJgxY4ZYuHChaNiwoShXrpz47bffHMpL/YyQWuemTZtEamqqePTRR8WiRYvE/PnzRf/+/YVGoxHNmjUTJpPJoV6p/TiVPSWZdPdltzgpg1KuyBmU8iWpx5Y7duwQAMS0adMcpi9cuFAAEAMGDBBvvfWWGDZsmAAgXnzxRYf55BxXS63TFVfv0aVLl0RSUpKIjIwUEydOFEuXLhUPPvig0Ol0omHDhk55prLnj5zm5eWJxMREceedd5bajqvj40CQuu/bPmd27NjhMN3X3ynl1FmS7TOj+B+BhBCiffv2Ij09XcycOVMsW7ZMPPLIIyI6OlqUL1/e4Y9IoYCDUgFmC+5PP/0khAiNQSkhiv7KO2DAABEXFydiY2NFjx49xJ9//uk0n6tBKSGKRo1bt24tjEajqFSpkhg/frzLs4/y8/PF5MmTRVJSkjAYDKJ58+Zi27ZtLpdJSp1Hjx4VXbp0EYmJicJgMIh69eqJl19+2WWn+8orr4h69eoJo9EoKlSoIHr16iUOHDggbQNR0PCUNdtfEHv06GEftPz555/FoEGDRHJystDr9SIpKUkMGjRI/PLLL4FedLtNmzaJJk2aCIPBIKpVqyaeeeYZpzMZ3A1KWSwW8dJLL9m/yDds2FC8//77Lts5dOiQ6NKli4iOjhbx8fFiyJAh4ty5c07zSanT9iXD3WP48OEe15mDUsFPaT+Xl5cn5s6dK5o3by5iY2NFZGSkqFu3rnjooYcczli07Su2h9FoFNWqVRM9evQQ77zzjtOgaqBIzZ6rQSkhis7cGjlypKhYsaKIjo4Wbdu2dbstpXxGSK3z6NGjYtiwYeKmm24SUVFRwmg0ioYNG4pp06aJnJwcpzrl9ONUtjgo5UzKsaW7QSkhhFi2bJm45ZZbRGRkpKhdu7aYN2+esFqtTvNJPa6WU2dJ7t6j06dPi3//+9+iVq1aIjIyUiQnJ4tRo0axf1Upf+V0+vTpDoM5co+PA0HKvu9uUMrX3ynl1lmcu0Gp119/XbRo0UIkJCSIiIgIkZycLO6//363nwXBTCOEm4tFyS8WLFiAhx9+GEePHvX4C3tERERERERERKGMNzoPsH379iEmJgY1atQo60UhIiIiIiIiIiozzj9rRH6xceNG7Ny5E6tXr8Z//vMfl78oRUREREREREQULnj5XoDUqlUL165dQ9++fTF//nzExMSU9SIREREREREREZUZDkoREREREREREVHA8Z5SREREREREREQUcEF5YyOr1YqzZ8+iXLly0Gg0Zb04REFLCIFr164hJSUFWq3yMWpmk8g3mE0i9WEuidSJ2SRSJ6nZDMpBqbNnzyI1NbWsF4MoZJw6dQrVqlVTXA+zSeRbzCaR+jCXROrEbBKpU2nZDMpBqXLlygEoWrm4uLgyXhpnZrMZn3/+Obp06QK9Xl/Wi6NIbmEuUl5NAQCcfewsYiKl36DdfPUq9DVqFP3n7FlA4s3dlbSpNmrfF7Kzs5GammrPlFJqzqba3wulpOZGSi5DKYPuqH1/YDZDg+Qs5eYCKUXzmf/+G/r4eOV1Bik17w/hlEtA3e+FVIrzIiObfmlfRdS8PzCbwU92VmRmM5SyWJza9wWp2QzKQSnbaZRxcXGq/aCIjo5GXFycKncOOXSFOsBY9DwuLk7eoJTVCvvax8VJHpRS0qbaBMu+4KtTk9WczWB5L7wlNTdSchlKGXQnWPYHZjO4Sc6STmd/ao6Lg97DexTq+QyG/SEccgkEx3tRGsV5kZFNv7SvIsGwPzCbwUt2VmRmM5SyWFyw7AulZZM3OiciIiIiIiIiooDjoBQREREREREREQVcUF6+R4EToY3AuGbj7M/lFY7A8W7dUL1GDegipJdV1CZRmJKcGwm5ZAaJfENOLi1jxuDk33+jWin9JfNJJJ3ivMjIpl/aJwoTsrMiM5vMorrxHSGPDBEGLOy+0MvCBvz84IOolp4OnYxrXBW1SRSmJOdGQi6ZQSLfkJNL64IF+HnrVlQzGHxTJxEpz4uMbPqlfaIwITsrMrPJLKqb7Mv3vvnmG/Ts2RMpKSnQaDTYvHmzw+sjRoyARqNxeKSlpTnMk5mZiSFDhiAuLg7x8fEYOXIkcnJyFK0IEREREREREREFD9mDUrm5uWjcuDEWLnQ/0piWloZ//vnH/vjggw8cXh8yZAh+/fVXZGRk4NNPP8U333yD0aNHy1968jshBC7mXsTF3IsQQsgtjMisLODiRUBGWUVtEoUpybmRkEtmkMg35OQSFy8WZbOUzDGfRNIpzouMbPqlfaIwITsrMrPJLKqb7Mv3unXrhm7dunmcx2AwICkpyeVrR44cwbZt27Bv3z40a9YMAPDGG28gPT0dc+fORUpKitxFIj/KM+eh8tzKAICcp3Lk/XxmXh66DR9e9Dwnx+VPz/u8TaIwJTk3EnLJDBL5hpxc6qtWRTcA5l69gMhI5XUSkfK8yMimX9onChOysyIzm8yiuvnlnlI7d+5E5cqVUaFCBXTo0AEzZ85ExYoVAQC7d+9GfHy8fUAKADp16gStVos9e/agb9++TvWZTCaYTCb7/7OzswEAZrMZZrPZH6ugiG2Z1LhschVfB7PZDLNG+jqZzWboiz2HxO2hpE21Ufu+oHS5gimban8vlJKaGym5DKUMuqP2/YHZDA2SsySjvwz1fKp5fwinXALqfi+kUpwXL49lfda+iqh5f2A2g5/srMjMZihlsTi17wtSl8vng1JpaWno168fatWqhWPHjuHpp59Gt27dsHv3buh0Opw7dw6VK1d2XIiICCQkJODcuXMu63z55ZcxY8YMp+mff/45oqOjfb0KPpORkVHWi6BYgaXA/nz79u0w6oySy+oKCtCjWFmLUVpZJW2qlVr3hby8PEXlgzGban0vlJKaGym5DMUMuqPW/YHZDA3e5PKrr77y2F+GSz7VuD+EYy4Bdb4XUinNi5xs+qN9NVLj/sBsBj+5WZGbzVDMYnFq3RekZlMjFFxUqdFosGnTJvTp08ftPH/99Rdq166NL774Ah07dsRLL72Ed999F7///rvDfJUrV8aMGTMwduxYpzpcjV6npqbi0qVLiIuL83bx/cZsNiMjIwOdO3eGXsavzqlRbmEuKsytAAC4MvmKrFMdzVevIvp/A5DmK1ckX76npE21Ufu+kJ2djcTERGRlZXmVpWDKptrfC6Wk5kZKLkMpg+6ofX9gNkOD5Czl5kJfoWi+vAsXoI+PV15nkFLz/hBOuQTU/V5IpTQvzZ/+CAfn3gsAaDllHa5GRDnNc2h6V7+1ryZq3h+YzeAnOysy+k2v6g8Sat8XpGbTL5fvFXfTTTchMTERR48eRceOHZGUlIQLFy44zHP9+nVkZma6vQ+VwWCAwcVPPer1elVufBu1L58UenFj+WWvj96xLCSWVdSmSql1PZQuUzBmU83LpoTk3EjIZShm0B21rh+zGRq8zaWn7RAu+VTjuoVjLgH1L58nSvNismhuPLdqHP5fvF5/ta9GalwPZjP4yc6KjH7Tq/qDjFrXSeoyyf71PblOnz6Ny5cvIzk5GQDQqlUrXL16Ffv377fP89VXX8FqtaJly5b+XhwiIiIiIiIiIlIB2WdK5eTk4OjRo/b/Hz9+HAcPHkRCQgISEhIwY8YM9O/fH0lJSTh27BimTJmCOnXqoGvXolNb69evj7S0NIwaNQpLliyB2WzGhAkTMHDgQP7yHhERERER+V3NJ7eUOo/zxXpERORrsgelfvzxR7Rv397+/0mTJgEAhg8fjsWLF+Pnn3/Gu+++i6tXryIlJQVdunTBCy+84HBK5OrVqzFhwgR07NgRWq0W/fv3x4IFC3ywOuRrEdoIDG883P5cXuEInGzfHtWqVYM2QnpZRW0ShSnJuZGQS2aQyDfk5NI6dChOnz6N5FL6S+aTSDqlebFodfjvrR3QLFHgulYX8PaJwoXsrMjoN72qnwJK9jvSrl07eLo3+vbt20utIyEhAWvWrJHbNJUBQ4QBK/us9LKwAQcefhjJ6enQyrjGVVGbRGFKcm4k5JIZJPINObm0LF+OA1u3ItnFfU28qpOIFOelMEKPp3o+itktLDDv1QGWwLZPFC5kZ0VGv+lV/RRQfr+nFBERERERERERUUkclCKPhBDILcxFbmGuxzPk3BSGrqAAyM0FZJRV1CZRmJKcGwm5ZAaJfENOLpGbW5TNUjLHfBJJpzgvQiCqsEBSNv3SPlGYkJ0VGf2mV/VTQPGCSvIoz5yH2JdjAQA5T+UgJqKhEk8AALLXSURBVDJGRuE89Bg4sOh5Tg4QI62sojaJwpTk3EjIJTNI5BtycqmvUAE9AJivXAEiI5XXSUSK8xJlNuHgvHsBAM9MXg+TTt6tz5lXImlkZ0VGv+lV/RRQPFOKiIiIiIiIiIgCjoNSREREREREREQUcByUIiIiIiIiIiKigOOgFBERERERERERBRwHpYiIiIiIiIiIKOA4KEVERERERERERAEXUdYLQOqm0+owoMEA+3N5hXU407o1kpOSoNVJL6uoTaIwJTk3EnLJDBL5hpxcWvv1wz/nzqFyKf0l80kkndK8WLVabKt3F25NELBo5f8tn3klkkZ2VmT0m17VTwHFQSnyyBhhxPp713tZ2Igfp0xBeno6tHp9YNokClOScyMhl8wgkW/IyaXlww/x49atSDcafVMnESnOiykiEg/3exKzW1hQuFcHWALbPlG4kJ0VGf2mV/VTQPHyPSIiIiIiIiIiCjgOShERERERERERUcBxUIo8yi3MhWaGBpoZGuQW5sosnIveffpAHxkJ5Eovq6hNojAlOTcScskMEvmGnFzqIyPRu0+fUvtL5pNIOqV5iSoswO8v9UTvPn0QVVgQ8PaJwoXsrMjoN72qnwKKg1JERERERERERBRwHJQiIiIiIiIiIqKA46AUEREREREREREFXERZLwAREREREVEwqvnkFrevWVEARAVwYYiIghDPlCIiIiIiIiIiooDjoBQREREREREREQUcL98jj3RaHdLrptufyyusw7mmTVG5cmVoddLLKmqTKExJzo2EXDKDRL4hJ5fWbt1w4cIFVCylv2Q+iaRTmherVoudtZuhXryARSv/b/kaaBFlaYb29Sozr0QeyM6qjH7Tq/opoDgoRR4ZI4zYMtj9tfKeCxux59lnkZ6eDq1eH5g2icKU5NxIyCUzSOQbcnJp+egj7Nm6FelGo2/qJCLFeTFFROLBf03D7BYWFO7VARZ55TWIROXC6dgyuLvXy0AUDmRnVUa/6VX9FFC8fI+IiIiIiIiIiAKOg1JERERERERERBRwsgelvvnmG/Ts2RMpKSnQaDTYvHmzw+tCCDz33HNITk5GVFQUOnXqhD///NNhnszMTAwZMgRxcXGIj4/HyJEjkZOTo2hFyD9yC3MR81IMYl6KQW5hrszCuej+r38hIj4eyJVeVlGbRGFKcm4k5JIZJPINObmMiI9H93/9q9T+kvkkkk5pXqIKC3BgzgB0/9e/EFVYILu8FQU4aezPvBKVQnZWZfSbXtVPASV7UCo3NxeNGzfGwoULXb4+e/ZsLFiwAEuWLMGePXsQExODrl27oqDgxgf5kCFD8OuvvyIjIwOffvopvvnmG4wePdr7tSC/yjPnIc+c51XZCJMJmjz5ZZW0SRSupOZGSi6ZQSLfkJolTV4eIkwmn9ZJRMrzEm02Sc6mK0JjYl6JJJCbVTn9pjf1U+DIvtF5t27d0K1bN5evCSEwf/58PPPMM+jduzcA4L333kOVKlWwefNmDBw4EEeOHMG2bduwb98+NGvWDADwxhtvID09HXPnzkVKSoqC1SEiIiIiIiIiomDg01/fO378OM6dO4dOnTrZp5UvXx4tW7bE7t27MXDgQOzevRvx8fH2ASkA6NSpE7RaLfbs2YO+ffs61WsymWAqNgqanZ0NADCbzTCbzb5cBZ+wLZMal02u4utgNpth1khfJ7PZDH2x55C4PZS0qTZq3xeULlcwZVPt74VSUnMjJZehlEF31L4/MJuhQXKWZPSXoZ5PNe8P4ZRLQN3vhVSe8mLQiVLLF5/HoBWSyhRnxY35gz2vat4fmM3gJ7tvk/k9M1T7TrXvC1KXy6eDUufOnQMAVKlSxWF6lSpV7K+dO3cOlStXdlyIiAgkJCTY5ynp5ZdfxowZM5ymf/7554iOjvbFovtFRkZGWS+CYgWWG5ddbt++HUZd6T+5aaMrKECPYmUtEn6uU2mbaqXWfSHPi0sriwvGbKr1vVBKam6k5DIUM+iOWvcHZjM0eJPLr776ymN/GS75VOP+EI65BNT5XkjlKS+zW5ReXldgsT9/9g4rLEaLh7ldtW/BwF9ctx+s1Lg/MJvBT27fJqff9Kb+YKPWfUFqNn06KOUvTz31FCZNmmT/f3Z2NlJTU9GlSxfExcWV4ZK5ZjabkZGRgc6dO0Ov15deQMVyC3OB/3WmXbt2RUxkjOSy5qtX7c+7du0KxEgrq6RNtVH7vmD7S5C3gimban8vlJKaGym5DKUMuqP2/YHZDA2Ss1TsJq0dOnSAPj5eeZ1BSs37QzjlElD3e1GaRtO3AwCs0AGRRdOe2a+DFjpZ9UQV6uxffF/4SYurEfLKF28/2POq5v2B2Qx+svs2Gf2mV/UHCbXvC1Kz6dNBqaSkJADA+fPnkZycbJ9+/vx5NGnSxD7PhQsXHMpdv34dmZmZ9vIlGQwGGAwGp+l6vV6VG99G7csnhV7cWH7Z66N3LAuJZRW1qVJqXQ+lyxSM2VTzsikhOTcSchmKGXRHrevHbIYGb3PpaTuESz7VuG7hmEtA/cvnismiAQBYoXGYpi32fym0lmLlrRp7vVIVbz8Yt6MralwPZjP4ye7bZPSbXtUfZNS6TlKXyaeDUrVq1UJSUhK+/PJL+yBUdnY29uzZg7FjxwIAWrVqhatXr2L//v1o2rQpgKJT7qxWK1q2bOnLxSEf0Gq0aFujrf25vMJaXGrYEAkVK0KrlV5WUZtEYUpybiTkkhkk8g05ubS2aYPMy5dRvpT+kvkkkkMDg6WR/blcVo0Ge6o3Qu1yAlaN/PK29u+8qSLzSuSB7L5NRr/pVf0UULIHpXJycnD06FH7/48fP46DBw8iISEB1atXxyOPPIKZM2eibt26qFWrFp599lmkpKSgT58+AID69esjLS0No0aNwpIlS2A2mzFhwgQMHDiQv7ynQlH6KOwcsdPLwlH4/sUXkZ6eDm2xUdKaT25xmO3ErO6+a5MoTEnOjZtcelUXEXkkJ5eWL77A91u3Ij0qyjd1EhG0MCCpcJbX5U16A4bd/zJmt7DAtFcHyLullL39nSO6lz4zURiT3be56Dc9fcdk36lusgelfvzxR7Rv397+f9v1t8OHD8fKlSsxZcoU5ObmYvTo0bh69SruvvtubNu2DcZiNx9bvXo1JkyYgI4dO0Kr1aJ///5YsGCBD1aH1KjR9O2yT3cmIiIiIiIiotAme1CqXbt2EML9z6FqNBo8//zzeP75593Ok5CQgDVr1shtmoiIiIiIiIjCXKPp2zG7BU+ACAW8oJI8yi3MRaU5lVBpTqWiXy2QVTgXacOGYfe8IYgqLCh9fl+0SRSmJOfmf7mMSEkBcnNR88kt9ofsuojIIzm5jEhJQdqwYQ6/KKSoTiKCFQU4ZRyMU8bBsEL6sahNVGEBds8bgrRhw2Qdy5Zsn3kl8kx235abKyub7DvVzac3OqfQdCnvktdlDdnZcP4tC/+2SRSupObGIOHnWZlBIt+QmiXNpUswADD7sE4iAqwaaT9J7k5CfjaQr6z9S3mKFoEoLMjt2+Rmk32nevFMKSIiIiIiIiIiCjgOShERERERERERUcBxUIqIiIiIiIiIiAKO95Qinyl+o2QAiLfk42DZLAoRSVD/2W1ApLGsF4OIiIiIiMIUz5QiIiIiIiIiIqKA45lS5JFWo0WzlGb253JYNRpcqVMHp3OLngeiTaJwJTk3Wm2puWQGiXxDTi6tTZsiKysLsVrPmWM+ieTQINJa1/5cLqtGg1+S66BajLxj2ZLt31atPPNK5IHsvk2rlZVN9p3qxkEp8ihKH4V9o/Z5VdakN+CbuXMxZa8OJov0jlxJm0ThSnJuoqJKzSUzSOQbcnJp2b0b32zdivSoKN/USUTQwoBk0zyvy5v0Bgx4YB5mt7DAtFcHWLxrf9+o7l4vA1E4kNK3lbxVjEFGNtl3qhuHCYmIiIiIiIiIKOB4phQRURiw/XXJoBOY3aKMF4aIiIiIiAgclKJS5Jnz0GBhAwDA4fGHEa2PBuB8+qQrRnMBOo8ahy8LNeg0chEK9NJ+5ctdm0TkntTcSMklM0jkG5KzlJeHiAYN0DkvD/jzT6B8eeV1EhGsKMBZwzgAQIppEbSQ94uzRnMBvlgyDglvCRhHLIJJ6/nyWnft15wfxbwSeSC3b5ObTfad6sZBKfJICIG/s/62P5dDI4DoixcR/b/ngWiTKFxJzY2UXDKDRL4hOUtCQPP334gGYC4lc8wnkTwW7QWvy2oEUC3rgv25t+3/nQXUe/Yzj4NiJ2bxvlMUvuT2bXKzyb5T3XhPKSIiIiIiIiIiCjgOShERERGpRPMXv5B0iTwRERFRKOCgFBERERERERERBRwHpYiICEDRDxjwDA0iIiIiIgoU3uiciIiISGVsA8S8+TEREYUj/qE0fHBQijzSaDRoUKmB/bkcQgNkp6bifH7R80C0SRSupOZGSi6ZQSLfkJqles9twyeJqagSVXp/yXwSyaO3Vve6rNAAf0rMpj/aJwoXcvs2udlk36luHJQij6L10fh13K9elS3QG7HjjTcwZa8OJov08CtpkyhcSc2NlFwyg0S+ISeXPUYvwuwWFhTs1QEW5XUSEaCFESmmRV6Xl5NNf7RPFC7k9m1ys8m+U904KEVEFKJ42jMREREREakZB6VIEn9+uXVVN++hQUREREREREqV/L7J75rqwl/fI4/yzHlouKghzhrGwYoCWWWN5gK0f+ghfLpsHIxm6WWtKEDDRQ3RcFFD5Jnz5C4yUViyZbW03EjJpdS6iMgzObn8dNk4tH/ooVL7S+aTSDorCnDWMM6r41hAXjb90T5RuJDbt8nNJrOobjxTijwSQuDwxcNeDV9qBBB36hTi/vdcjsMXD9vbJ6LS2bMKz7mRkst6z36GU1HMIJFScnJZ99Ip+3Nf1ElERczak16XlZNNf7RPFC7k9m3eZJNZVC+fnyk1ffp0aDQah0e9evXsrxcUFGD8+PGoWLEiYmNj0b9/f5w/f97Xi0FEREREREREYajmk1vsD1I3v5wp1bBhQ3zxxRc3Gom40cyjjz6KLVu2YP369ShfvjwmTJiAfv364fvvv/fHohARERERERGRihQfLLKiAIgqw4WhMuWXQamIiAgkJSU5Tc/KysLy5cuxZs0adOjQAQCwYsUK1K9fHz/88APuvPNOfywOEVFYqf/cNmhhLOvFICIiIiKShcex4ccvg1J//vknUlJSYDQa0apVK7z88suoXr069u/fD7PZjE6dOtnnrVevHqpXr47du3e7HZQymUwwmUz2/2dnZwMAzGYzzGazP1ZBEdsyqXHZ5Cq+DgadgBbSL6g3FLse2KATsOqklbUWa6PJjM/sH0qHpneV3LZaqH1fULpcwZRNtb8XSknNqpRcFs+g2WyGWRN620zt+wOzGRqKr5OrLDWavh0AEFUshwatgEHnmEE5dQY7Ne8P4ZRLQN3vRWlsGSren8k9ji1eD+CcTSnktK/27azm/YHZDE7F8yQ3q3KzWbL+YN92NmrfF6Qul88HpVq2bImVK1filltuwT///IMZM2bgnnvuwaFDh3Du3DlERkYiPj7eoUyVKlVw7tw5t3W+/PLLmDFjhtP0zz//HNHR0b5eBZ/JyMgo60VQrMBy49cJZja1wKizSC6rK7DeKNvMAotRWtkCiwUDf3Fuc+vWrZLbVhu17gt5ecp+uSkYs6nW90IpqVmVksviGdy+fTuMutD9a5Va9wdmMzQUz6WrLM1uUfSvruBGDp+9w+qQy5J9X2l1hgo17g/hmEtAne9FaWzZcndMKZWnbEohp/1gOc5V4/7AbAYnW04B+VmVm82S9QdL3qRS674gNZsa4eefbrl69Spq1KiB1157DVFRUXjggQccRqIBoEWLFmjfvj1eeeUVl3W4Gr1OTU3FpUuXEBcX58/F94rZbEZGRgY6d+4MvV5f1oujSJ45D42XNcaZq/moaV4o61TK8pYC7HxnHK4UapA+eiEK9NLKWlGAE/rxAODQZrCeKaXmfSE7OxuJiYnIysryKkvBlE21vxdKSc2qlFwWz+ClKX8gWq/eAzJvqX1/YDZDgy2XAPB/o//PKUu2M6WM5gJsXTYeFSIF2v17EbKKDTSV7PtKqzPYqXl/CKdcAup9L2y5kcLdMaVUnrLp6/bVfpyr1v0BYDaDVfEsy82q3GyWrP/w9N4Kl14d1L4vSM2mXy7fKy4+Ph4333wzjh49is6dO6OwsBBXr151OFvq/PnzLu9BZWMwGGAwGJym6/V6VW58G7UvnxTl9eVx4pETqPnkFsg9KTBLZ0TGW29hyl4dTBYNIPmPS1GoankHABzaDOZtqdZ9QekyBWM21bxsSkjNqrRc3shg+ejy/lhc1VDr/sBshgZbLotz/BUgDQDApI1Ch/HLMbuFBVm2bP5PyW3iqs5QpMb9IRxzCahv+Yrno3Sujyklt+Uhm75uX03b2BO17Q8AsxmsHPMkL6vys+lYfzBvN1fUui9IXSa/D0rl5OTg2LFjGDp0KJo2bQq9Xo8vv/wS/fv3BwD8/vvvOHnyJFq1auXvRSEiCkn8qVsi9fM2p8XLnZjV3VeLQ0RERKQKPh+Umjx5Mnr27IkaNWrg7NmzmDZtGnQ6HQYNGoTy5ctj5MiRmDRpEhISEhAXF4eHHnoIrVq14i/vqQi/4BIRERERERGRv/l8UOr06dMYNGgQLl++jEqVKuHuu+/GDz/8gEqVKgEA5s2bB61Wi/79+8NkMqFr165YtGiRrxeDfMQKE84bngQAVDHNghbOp7a6YzCb0Gbyk9iQCwwY9ApMemlllbRJFK6k5kZKLovXlW/ugCh9lP8WnCiE5Zvz0WZlGwCAFU95zOWG955AtXWAoe8smLSu741R88ktsMKEKrVfBgB8M+Ib5pPIA6XHlFKz6a/2icKF3KzIzWbJ+kldfD4o9eGHH3p83Wg0YuHChVi4cKGvmya/ECjU/ml/LodWCFQ4ehQV/vc8EG0ShS9puZGWyxt1WYXVzTxEVBqrsOLHsz8CAFJLyeWt/xy1P/dM2OtkPolKo+yYUl42fd8+UfiQlxX52WQW1czv95QiIiIiIiIiIlKDkrer4T0by5a2rBeAiIiIKBTVf25bWS8CERERkarxTCkKGq5uwM5RbSIiIiIiIqLgxEEpIqIgxV/KJFInZpOIiIhIGl6+R0REREREREREAcczpahUWhHndVlTXBxyzYFtkyhcSc2NlFwyg0S+ITVLmVFxiNFLqzMxOlHBEhGFF6X9mZxs+qN9onAhNytys8ksqhcHpcgjLYxILVjjVdn8SCO2vfcepuzVwWTR+KVN/nICURGpuZGSy+J1NXxup30680Ukj5xctnp0NWa3sCB/rw6weK4z5vJKAEX5ZC6J3FNyHAvIy6bS9qVc9su8U6iSm1W52VT6WUD+xcv3iIiIiIiIiIgo4HimFBERERERlTn+SAARUfjhmVLkkRUmnIt8Eucin4QVJlllDWYT7po6Fe+9/xQMZulllbRJFK6k5kZKLplBIt+Qk8v33n8Kd02dWmp/yXwSSac0L3Ky6Y/2icKF3KzIzSazqG48U4pKIWDSHbI/l0MrBBJ//RWJ/3seiDaJwpe03EjLJTNI5BvSc9nyZNF82m6lZY75JJJOWV7kZdP37ROFEs9nQsrLivxsMotqxkGpMMfTpImIiIKXrR/nDZCJiIgoGPHyPSIiIiIiIiIiCjieKUVERETkJZ5xTEREFNxK9uU8+ziwOChFRKRyxTtKdpJE5Ao/J4iISE34RxuSioNSREQkibuDC34BJiIiIiIib3BQikqlEQavy143GFBoDWybROFKam6k5JIZJPINqVnK0xsQKfFOn6XVyZufE92gtD+Tk01/tE8ULuRmRW42mUX14qBUGPHmFEotjKhesNGr9vIjjdiydi2m7NXBZNEEpE2icCU1N1JyKTeDvGyIyDU5ubz98Q2Y3cKC/L06wKK8TiJSnhc52fRH+0ThQm5W5GZTybEtwONbf+OgFBGRCvE6fCJSytXnCA+siYKXlGMDZpyIgg0HpYiIiIgk4FmBRN7jH1uIiMgVDkqFMF90/gKFuBj5EgCgUuHT0CBSctnI64Vo+cJLWHpVgwf7PA1ThLSyStrkX4Up1LnLtdTcSMmlkgwS0Q1Ss2S4XoilG15Cve0CkR2fhknj/r4XzCeRdErzIieb/mifKFzIzYrcbCrNIi/n8y8OSgWhQA68CFiRr/vR/lz6naEAndWKpP37kQRAa5V+t3MlbRKFK6m5kZJLJRnkmSREN0jNktZqRbtjRfPp2lsBnfI6iUh5XuRk0x/tEwUbb0+KkJsVudn0dRY5SOVbHJSikMezp4iISK7SDqyD9VIk/jIfEUlR8jPOoBOY3QJoNH27/YdS+DkSfoK17yN146AUERERUZjhWY1ERESkBhyUChEctSYKTqGcXZ6RQRS8mF+i4MRf6COiYFNmg1ILFy7EnDlzcO7cOTRu3BhvvPEGWrRoUVaLoxqh/AVVTXzZYfOaYpIr3HLOMzJIDbgfEvlPuPVrwY7vF0nFfcX/+F2yjAal1q5di0mTJmHJkiVo2bIl5s+fj65du+L3339H5cqVy2KR/I73NQoN/GAmUkbKwAAHD4jUg2dMEZE7PCsr+JQ2AMLvOt4pbbsxB56VyaDUa6+9hlGjRuGBBx4AACxZsgRbtmzBO++8gyeffNJpfpPJBJPJZP9/VlYWACAzMxNms9kny9Ty5S+dpu15qqOk+UoyaAWeud2KJlP/C5O16EaArjZ0ncnrnKap7XpKgQKgoOi5/nouNLBILhtxPR/Z9ue5iNBKK6ukTV+6fPmy07SI67myypnNZuTl5TnsC56U3Oek7peulCzrqty1a9cAAEIISXWW5Mts2pZX6vrJVfK9kNKOnGWS8tlg44+cS82NlFwGKoPFs1J8+0VImMfG2/3Ftj9cvnwZer3eqzr8SU3Z9Lc2r3zh0GeW1vfaXpe7PxT//Lb1v57a8kVOpeey4EYuzbmIEO5/sdYf+ZRyPFJaFj2Rk1M1ZzPYcinlffL03sg5hlHb8auN0rzIyaY/2leTCKtAXp4VEWYtLBKOaW1cfb6UpPTYL9iyqVTxz8m7537j8Fpp27Lkd5mS33ekfNfxB7lZkZvNss6ipxx46m8Bz5/ltnEHNfaZgIxsigAzmUxCp9OJTZs2OUwfNmyY6NWrl8sy06ZNEwD44IMPPz1OnTrlVZ6ZTT748O+D2eSDD/U9mEs++FDng9nkgw91PkrLpkYIL4eUvXT27FlUrVoVu3btQqtWrezTp0yZgq+//hp79uxxKlNy9NpqtSIzMxMVK1aERiN9pD5QsrOzkZqailOnTiEuLq6sF6fMcDuofxsIIXDt2jWkpKRAq9XKLh9M2VT7exEo3A5F1L4dmM3ww+1QRM3bIZxyCaj7vQgkbociat4OzGZ44nZQ/zaQmk21nm3rwGAwwGAwOEyLj48vm4WRIS4uTpU7R6BxO6h7G5QvX97rssGYTTW/F4HE7VBEzduB2QxP3A5F1Lodwi2XgHrfi0Djdiii1u3AbIYvbgd1bwMp2ZQ/lKxQYmIidDodzp8/7zD9/PnzSEpKCvTiEBERERERERFRGQj4oFRkZCSaNm2KL7+8ccMuq9WKL7/80uFyPiIiIiIiIiIiCl1lcvnepEmTMHz4cDRr1gwtWrTA/PnzkZuba/81vmBnMBgwbdo0p9NAww23A7eBmvC9KMLtUITbQT34XhThdijC7aAefC+KcDsU4XZQD74XRbgdQmcbBPxG5zZvvvkm5syZg3PnzqFJkyZYsGABWrZsWRaLQkREREREREREAVZmg1JERERERERERBS+An5PKSIiIiIiIiIiIg5KERERERERERFRwHFQioiIiIiIiIiIAo6DUkREREREREREFHAclCIiIiIiIiIiooDjoBQREREREREREQUcB6WIiIiIiIiIiCjgOChFREREREREREQBx0EpIiIiIiIiIiIKOA5KERERERERERFRwHFQioiIiIiIiIiIAo6DUkREREREREREFHAclCIiIiIiIiIiooDjoBQREREREREREQUcB6WIiIiIiIiIiCjgOChFREREREREREQBx0EpIiIiIiIiIiIKOA5KERERERERERFRwHFQysdWrlwJjUYDjUaD7777zul1IQRSU1Oh0WjQo0cPh9dycnIwbdo0NGrUCDExMahYsSKaNGmChx9+GGfPnrXPN336dHsbJR9LlixBzZo13b5e/LFy5Up/bw67M2fO4L777kN8fDzi4uLQu3dv/PXXX5LL79q1C3fffTeio6ORlJSEiRMnIicnx2k+k8mEJ554AikpKYiKikLLli2RkZHhdZ07d+50u/1++OEHh3mtViuWLFmCJk2aIDY2FlWqVEG3bt2wa9cuyetJ/mfLqNFoxJkzZ5xeb9euHRo1auQwrWbNmk55BYBVq1ZBp9MhLS0NBQUFAOAxc2PGjPHPSskkJyeuyMnz8uXLUb9+fRiNRtStWxdvvPGGojrdbdtZs2a5rHft2rVo1aoVYmJiEB8fj9atW+Orr76SvK6kHsX7V1uGb775ZkyYMAHnz593mv/ChQt48sknceuttyI2NhZGoxF16tTBAw884LJ/DoSPP/4Yd9xxB4xGI6pXr45p06bh+vXrksparVbMnj0btWrVgtFoxG233YYPPvjA5bxHjhxBWloaYmNjkZCQgKFDh+LixYte1Wm1WrFy5Ur06tULqampiImJQaNGjTBz5kz7557NqVOnMGPGDLRo0QIVKlRAYmIi2rVrhy+++ELiFiI1k3JsqdFosHPnTpw4ccJhmlarRUJCArp164bdu3fb6+zVqxeio6Nx7do1t+0OGTIEkZGRuHz5ciBWE0DwHreOGDHC43tT/Ljn888/x8iRI9GoUSPodDrUrFlT8vqReti+F166dMnl640aNUK7du3s/y+ezY0bN0qqb8SIEYiNjXW7DBqNBhMmTPB+Jbwkta9zR2qffPXqVYwePRqVKlVCTEwM2rdvj59++snrOr/55ht7n2o0GpGUlIS0tDR8//33TvWFy/fLiLJegFBlNBqxZs0a3H333Q7Tv/76a5w+fRoGg8FhutlsRps2bfDbb79h+PDheOihh5CTk4Nff/0Va9asQd++fZGSkuJQZvHixU4fEC1btkRSUpJDJ7V161Z88MEHmDdvHhITE+3TW7du7avV9SgnJwft27dHVlYWnn76aej1esybNw9t27bFwYMHUbFiRY/lDx48iI4dO6J+/fp47bXXcPr0acydOxd//vknPvvsM4d5R4wYgQ0bNuCRRx5B3bp1sXLlSqSnp2PHjh0O74WcOgFg4sSJaN68ucO0OnXqOPz/8ccfx2uvvYb7778f48aNw9WrV7F06VK0bdsW33//PVq0aCF305EfmUwmzJo1y+0gSWlWr16NESNGoFOnTti8eTOMRqP9tc6dO2PYsGFOZW6++Wavl9eXpObEFTl5Xrp0KcaMGYP+/ftj0qRJ+PbbbzFx4kTk5eXhiSee8KpOwPX2vf32252Wdfr06Xj++ecxYMAAjBgxAmazGYcOHXI5GEnB4/nnn0etWrVQUFCA7777DosXL8bWrVtx6NAhREdHAwD27t2L7t2749q1axg4cCDGjBkDg8GA48ePY/PmzVi5ciW+/vprtGnTJmDL/dlnn6FPnz5o164d3njjDfzyyy+YOXMmLly4gMWLF5dafurUqZg1axZGjRqF5s2b46OPPsLgwYOh0WgwcOBA+3ynT59GmzZtUL58ebz00kvIycnB3Llz8csvv2Dv3r2IjIyUVWdeXh4eeOAB3HnnnRgzZgwqV66M3bt3Y9q0afjyyy/x1VdfQaPRAAA++ugjvPLKK+jTpw+GDx+O69ev47333kPnzp3xzjvv4IEHHvDxVqVAWrVqlcP/33vvPWRkZDhNr1+/PvLz8wEAgwYNQnp6OiwWC/744w8sWrQI7du3x759+3DrrbdiyJAh+OSTT7Bp0yaX/WZeXh4++ugjpKWllXq86CvBfNz64IMPolOnTg5tCCEwZswY1KxZE1WrVrVPX7NmDdauXYs77rjD6TsGhYfnn38e/fr1s3+GBxM5fZ0rUvtkq9WK7t274//+7//w+OOPIzExEYsWLUK7du2wf/9+1K1bV3adf/zxB7RaLcaMGYOkpCRcuXIF77//Ptq0aYMtW7YgLS3NPm/YfL8U5FMrVqwQAES/fv1EYmKiMJvNDq+PGjVKNG3aVNSoUUN0797dPn3dunUCgFi9erVTnfn5+SIrK8v+/2nTpgkA4uLFi5KWac6cOQKAOH78uHcrpdArr7wiAIi9e/fapx05ckTodDrx1FNPlVq+W7duIjk52WEbvPXWWwKA2L59u33anj17BAAxZ84c+7T8/HxRu3Zt0apVK6/q3LFjhwAg1q9f73EZzWaziIqKEgMGDHCY/tdffwkAYuLEiaWuJwWGLaNNmjQRBoNBnDlzxuH1tm3bioYNGzpMK5nXDz74QOh0OtGpUyeRn5/vMC8AMX78eP+tgEJycuKK1Dzn5eWJihUrOmw3IYQYMmSIiImJEZmZmbLrFEL69t29e7fQaDTitddeK3VeCg627O7bt89h+qRJkwQAsWbNGiGEEJmZmSI5OVkkJSWJI0eOONVjtVrFmjVrHPa3QGjQoIFo3Lixw3HB1KlThUajcbmcxZ0+fVro9XqHfd9qtYp77rlHVKtWTVy/ft0+fezYsSIqKkr8/fff9mkZGRkCgFi6dKnsOk0mk/j++++dlmnGjBkCgMjIyLBPO3TokNOxSUFBgahXr56oVq2ax3Wk4DN+/Hjh7qvE8ePHnfoaIYT47LPPBAAxduxYIURRX1GuXDnRtWtXl/WsWbNGABAffvihbxfeg2A+bnXl22+/FQDEiy++6DD9zJkzorCwUAghRPfu3UWNGjVKXTdSn9K+FzZs2FC0bdvW/n9bNps0aSIAiI0bN5Za3/Dhw0VMTIzbZSiLY1+pfZ07UvvktWvXOn0XvHDhgoiPjxeDBg3yqk5XcnNzRZUqVRw+C8Pp+yUv3/OTQYMG4fLlyw6n4BYWFmLDhg0YPHiw0/zHjh0DANx1111OrxmNRsTFxflvYf1sw4YNaN68ucOZRvXq1UPHjh2xbt06j2Wzs7ORkZGB+++/32EbDBs2DLGxsQ7lN2zYAJ1Oh9GjR9unGY1GjBw5Ert378apU6dk11nctWvX3F5mYTabkZ+fjypVqjhMr1y5MrRaLaKiojyuJwXe008/DYvF4vayL3fWrVuH+++/H+3atcPHH3/scIZUMJCaE0/lpeR5x44duHz5MsaNG+dQfvz48cjNzcWWLVtk11lcfn6+06VDxc2fPx9JSUl4+OGHIYRwedkEhYYOHToAAI4fPw4AWLJkCf755x/Mnz8f9erVc5pfo9Fg0KBBTme/+tPhw4dx+PBhjB49GhERN05SHzduHIQQ2LBhg8fyH330Ecxms0OeNBoNxo4di9OnTztcDrVx40b06NED1atXt0/r1KkTbr75Zoc8Sa0zMjLS5ZnVffv2BVB0+YRNw4YNHc7IBgCDwYD09HScPn3a4yVaFB7uueceADeOe6OiotCvXz/8f3t3Ht9Emf8B/JOkadIWSikU2kq5kUsFBUHwRG5QQEAFUUH5gQfoui6yiCCniqCiaBXBA90FD1TwQrCCyi4iCCue6IKKgFCuQgs90jT5/v7oJjZN2sxMJumk+bxfr7wIk5lnnpnMJ8/M0zk2btyIo0eP+o2/atUq1K1bF0OGDIlYHWvLfqvHqlWrYDKZ/I4/MjMzYbVaq52Waq9Ro0bh7LPPxty5cyEiNV0d1ZS2dYGoaZPfeustNG7cGMOHD/cOS0tLw3XXXYd3330XDodDdZmBJCYmIi0tDadOnfIOi6XjS3ZKhUnz5s3Ro0cPn3szfPTRR8jPz/c5zd6jWbNmAMpPhVb6w5CXl4fjx497XydPntSn8ig/dbli2VW98vPzqy3H7Xbj22+/RdeuXf0+69atG3755Zdqd1K/++47lJWV+U0fHx+Pzp074+uvv/YO+/rrr3H22Wf7deB5TmvctWuX6jI9brnlFiQnJ8Nut6NXr17YsWOHz+ee+wCsWLECK1euxP79+/Htt99i3LhxqF+/vs8OBxlDixYtcPPNN2P58uU+92yrzttvv40xY8bgsssuw/vvv19lY1BSUhIwL6WlpdWW73Q6FeXu+PHjcLvdqpcZUJ6TQNTk2ZOjyuN26dIFZrPZ+7mW34gVK1YgKSkJCQkJ6NChA1atWuU37caNG3HhhRdiyZIlSEtLQ926dZGRkYFnnnmmyuWj6OQ5uPVcUuPJZsUdSK2U5tGzU1qVqvKQmZmJJk2aBGx3Kk+flJSE9u3b+wz35NYz/R9//IGjR49WmafKbaaSMquSm5sLAH6dUFWNm5iY6L28kmLXvn37AAD169f3DhszZgzKysr8DiTz8vKwYcMGXHPNNUEPvrjfGpjT6cSbb76Jnj178p5R5MNisWDGjBn45ptvsGbNGkXTVJUrpfLz8xXlNNgfEtW0dYGoaZO//vprXHDBBTCbfbtNunXrhqKiIvz3v/9VXaZHQUEBjh8/jp9++gnTp0/H999/j969e3s/j6XjS3ZKhdENN9yAtWvXeq+rX7lyJS6//PKA120PGzYMbdu2xYMPPogWLVrglltuwUsvvRTwr0Yebdu2RVpamvcV6J4qWk2ePNmn7KpeQ4cOrbacvLw8OBwOZGRk+H3mGVZdh8Dhw4d9xq08fcVpDx8+rGg+asqMj4/HiBEj8NRTT+Hdd9/F/Pnz8d133+HSSy/1+3H55z//ibZt2+LGG29Es2bN0KlTJ/znP//Bli1b0LJlyyqXkWrOAw88gLKyMjz66KNBx/36668xatQoXHLJJfjggw+q3UF+8cUXA+blnXfeqXYeW7ZsUZS7tLQ07N+/X/XyAspzEoiaPB8+fBgWiwWNGjXyGS8+Ph4NGjTwjqf2N6Jnz5546KGHsHbtWjz33HOwWCwYM2aMz7X6J0+exPHjx7FlyxbMnDkT06ZNwxtvvIHOnTvjrrvuwvPPP1/lMpLxeXZqDx48iDfeeANz585FQkKC92EEP/30E9q2bet3BsDp06d9dnoLCwuDzktpHqu64biHmnanqukbN27sd98Pte2bJ29qyqzKwoULkZycjIEDB1Y73t69e/HOO+9gxIgRsFgs1Y5LtU9RURGOHz+OI0eO4N///rf3vmIjR470jnPllVciIyPD7w8Mq1evhtPpxJgxY4LOh/utgW3YsAEnTpxQtA4p9txwww1o06aNorOlCgsLq8yVUkOHDlWU02A3TVfT1mmZPlI5ve6665CWlob27dvj8ccfx2233YaZM2f6jBMrx5e80XkYXXfddbjnnnvwwQcfYMCAAfjggw+wZMmSgOMmJCRg27ZteOihh/Dmm29ixYoVWLFiBcxmM+6880489thjfjdHf/vtt33+uqLnKXxTp07FjTfeGHS8in/pCsTTIVe57gC8lz15xtEyfcVpi4uLFc1HTZk9e/b0uWxhyJAhGDlyJM477zzcf//9WL9+vfezunXromPHjujRowd69+6N3NxcLFiwAMOGDcO//vUvRX9Npshq2bIlbrrpJixbtgzTpk0L2JB45OXloaysDE2aNAmataFDhwZsUM8999xqp+vUqZPip+Clp6crGq8ypTmpalpAWZ6Li4urvMlkxZyp/Y2o/GSSW2+9FV26dMH06dMxbtw4JCQkeP/CduLECbz++uu4/vrrAZQfBJ177rmYP38+brvttiqXk4yt8k18mzVrhpUrV3pv4FtQUBDwKUE33XQT3n33Xe//J02aFPTMOaV57NixY7WfB9vOCwoKgk6vR/tWsaxQfgsefvhhfPLJJ3j22WeRkpJS5XhFRUW49tprkZCQoPpSaaodZs2ahVmzZnn/X6dOHTz++OM+nVIWiwWjRo3C4sWLsW/fPu8ZPatWrULjxo19zhyoCvdbA1u1ahWsViuuu+66Kseh2OU5W2rs2LFYu3at97LsQOx2O95///2An/Xt21fR/B5//HFFV/YEu/G+mrZOy/QV22S9chqonV+wYAH+9re/4cCBA3jllVdQWlrqd6uYWDm+ZKdUGKWlpaFPnz5YtWoVioqK4HK5fBrhyurVq4eFCxdi4cKF+P3337Fx40Y89thjeOaZZ1CvXj3Mnz/fZ/zLLrssbBtihw4d0KFDh5DL8Ry8B+qt9twPproD/GDTV5w2ISFB0XzUlBlI69atMXToULzzzjtwuVywWCwoKytDnz59vE9b8OjTpw86duyIRYsWKTobhyJvxowZ+Mc//oEFCxbgqaeeqnK83r17o2nTpnjuueeQmppa7bhNmjTxO3BWon79+pqmq8zlcvk9Ejc1NRXx8fGKcxKImjwnJCRUeblixZyF+hsRHx+PyZMn4/bbb8fOnTtxySWXeMe3Wq0+v7lmsxnXX389Zs2ahf379/vch4CiR3Z2Ns4++2zExcWhcePGaNu2rc9p9XXr1g146v/cuXO9ncVKd6D1yCMQerujV/tWeVwtuXvjjTcwY8YMjB8/HnfccUeVdXa5XBg1ahR+/PFHfPTRR3y6V4yaOHEirr32WpSUlGDTpk1YsmQJXC6X33hjxozB4sWLsWrVKkyfPh0HDx70PrFVyRl23G/1d+bMGbz77rvo379/xJ5cSMZU3dP1xowZg3nz5mHu3LkYNmxYleNZLJaQ28QuXbqENL1Hbclp586dve9vvPFGXHDBBd4ncgKIqeNLdkqF2Q033IAJEyYgNzcXAwcOrPYvihU1a9YMt956K6655hq0bNkSK1eu9OuUCqf8/Pxq//LiER8fj9TU1Co/T01Nhc1m857SWJFnWHU7qp4zV6qavuK0GRkZAR/1Xnk+asqsSlZWFkpLS1FYWIjk5GRs3rwZ33//PZ544gmf8dq0aYP27dv7nd1BxtGyZUvceOON3rOlqvPMM8/g5MmTWLJkCerXr4/Zs2frWpfS0lLk5eUpGjctLa3KHfUDBw6gRYsWPsM+/fRTXHHFFYpzEoiaPGdkZMDlcuHo0aM+l/CVlpbixIkT3vFC/Y0AyvMIwLvuUlNTYbfbkZKS4reOPHU5efIkO6WiVLdu3QLeR8KjXbt2+Oabb+B0On0u4TvvvPNUz8tz36Rg6tWrV+0OcMV2x7O9ehw+fDjoI50zMjLw6aefQkR8Di7Utm+evKkps6KcnBzcfPPNGDx4MJYuXVptnSdMmIAPPvgAK1eu9N6MnmJPmzZtvAeyV111FSwWC6ZNm4ZevXr55LhLly5o164dXnvtNUyfPh2vvfYaRETxZWfcb/W3du1aFBUV8dK9Wi7YGXxFRUXVPpTHc7bUuHHjfM4mDoe8vLyg91cFyjt46tWrV+Xnatq6YNMHa5MzMjIU7/cqLTOQ+Ph4DBkyBAsWLEBxcTESEhJi6viS95QKs2uuuQZmsxlffvllwKfuBVO/fn20atUqYBjC6S9/+QsyMjKCvoLdSNZsNuPcc8/1uzE4AGzbtg0tW7ZE3bp1q5z+nHPOQVxcnN/0paWl2LVrl08Pc+fOnfHf//7X7/TIbdu2eT9XW2ZVfv31V9jtdu8lIkeOHAGAgH/9czqdVT61j4xhxowZiu4tZTab8eqrr2LgwIGYM2dOlZfjavXFF18oyl1GRka1T8lLT09HTk6Oz6tTp04AlOckEDV59pRTedwdO3bA7XZ7Pw/1NwIozyMA730NzGYzOnfujGPHjvnt/Hiu6VdzDwSKLldddRWKi4sV37i1Okrz+MYbb1RbTlV5OHToEA4ePBi03encuTOKiop8nnQH+Of2rLPOQlpaWsA8bd++3a/NVFJmxeHXXHMNunbtijfffNPn6UKV3XfffXj55ZexePFijB49utplo9jywAMPoG7dupgxY4bfZ2PGjMH333+Pb7/9FqtWrUKbNm0UPyWT+63+Vq5ciTp16kT0yYUUeZ6HZf38889+nxUVFeHAgQPecapy4403onXr1pgzZ05Yn8Q3fPhwRTn9y1/+Um05atq6QNS0yZ07d8Z//vMfvwcMbdu2DYmJiTj77LNVl1mV4uJiiIj3YQoxdXwppKuXX35ZAMhXX33lHbZixQqZPXu2FBUVeYc1a9ZMBg8e7P3/rl275NixY37l7du3TxISEuS8887zDps1a5YACDh+IIsWLRIA8ttvvylejh9++EFycnKCvnbs2BG0rAULFvitk59++kksFov8/e9/9xl39+7d8vvvv/sMGzBggGRkZEhBQYF32AsvvCAA5KOPPvIO+/LLLwWALFq0yDuspKREWrduLd27d9dU5tGjR/2WZ9euXWK1WmXIkCHeYTt27BAAMnbsWJ9xd+7cKWazWW6//faA64YiL1BGRUTGjRsndrtd2rZtKx07dvT5rHJeCwsL5eKLLxaTySSvvvqqz7gAZNKkSZrqlpeXpyh3OTk5UlxcrGkeanLy+++/y+7du32GKc1zUVGRpKamylVXXeUz/Y033iiJiYly4sQJ1WUGymNBQYG0atVKGjZsKA6Hwzt88eLFAkCWLVvmHVZcXCwtW7aUDh06VL2CyLCqym5lJ06ckMaNG0tmZqb8/PPPfp+73W7FOVWax0OHDgUtq127dtKpUycpKyvzDpsxY4aYTCb58ccfvcNOnTolu3fvllOnTnmHHThwQKxWq0+d3W63XHrppXLWWWf5lHn77bdLQkKC7N+/3zvsk08+EQDy3HPPaSrzxx9/lAYNGkjHjh0lLy+v2uVcuHChAJDp06cHXScU3SZNmiRVHUr89ttvfm2Nx9SpUwWAfP311z7Df/31VwEgQ4cOFQAye/ZsxXXhfquvo0ePSlxcnNx0001Bl1dEZPDgwdKsWTNF45KxHDlyROLj42X48OHicrl8PvPsC61du9Y7rKpsrlixQgBI586d/Y4zx44dK0lJSVXWQWmbumPHDkU5/eGHH4KWpbStKy0tld27d/u100rb5Ndff10AyOrVq73Djh07JikpKXL99ddrKvPIkSN+y3Py5EnJysqSrKwsn/UVK8eX7JTSmdKd5soHuYsWLZLExEQZNWqUPPnkk/LCCy/I9OnTJT09Xcxms7zzzjvecSPRKaUnz0Fjo0aNZOHChbJ48WLJysqSzMxMv4NMAHL55Zf7DNu5c6fYbDY5//zz5bnnnpMHHnhA7Ha79OvXz29e1157rcTFxcl9990nzz//vPTs2VPi4uLk888/11Rmr169ZNCgQTJ//nxZtmyZ3HPPPZKYmCj16tXz+XEREenbt68AkGuuuUaee+45efDBB6V+/fqSlJQkP/30UwhrkPRUVUb37NkjFotFAATtlBIpP3Ds1KmTxMXFybvvvusdDkD69u0r//jHP/xeH3/8cfgWTAWlObn88sv9DjjU5Dk7O1sAyMiRI2X58uVy8803CwB56KGHNJU5a9Ys6dSpk8yYMUOWLVsmc+bMkWbNmonJZJJ//vOfPmUWFRVJx44dxWq1ypQpU2TJkiVy4YUXisVikXXr1umxGinClLavIiJffPGFNGjQQOx2u4wbN06ys7Nl2bJlMnPmTGnXrp0AkEcffTQCtf7T+++/LyaTSa688kpZtmyZ3H333WI2m2XChAk+43mW8+WXX/YZft999wkAmThxoixfvlwGDx4sAGTlypU+4+3fv18aNGggrVq1kiVLlsjDDz8s9evXl3PPPVdKSkpUl1lQUCBZWVliNptlwYIFfr9rX3zxhXfcd955RwBImzZtAv4G5ubm6rQ2yQi0dkr98ccfEh8f73dAJyLSs2dPASAAZM+ePbrXWYlo3m/1ePrppwWArF+/vsrl/Oabb2TevHkyb948adu2raSkpHj//9577ylcW2QE8+fPFwBy8cUXy6OPPipPP/20jB49WgBIv379fDqrqsqm0+mUVq1aefMXjk4pPSlt6zzLW7ljR2mbXFZWJhdddJHUqVNH5syZI9nZ2dKxY0epW7eu3/Gd0jIvuOACGTJkiDz00EOyfPlymTlzpjRp0kTMZrNP55dI7BxfslNKZ1o7pX799Vd58MEH5aKLLpJGjRpJXFycpKWlyeDBg2XTpk0+00Zbp5RI+V9kR44cKcnJyVKnTh256qqrAu5sBGrcRUT+9a9/Sc+ePcVut0taWppMmjTJ569FHsXFxTJlyhRJT08Xm80mF154YZUNspIyn3rqKenWrZukpqZKXFycZGRkyI033hiw7kVFRTJ37lzp0KGDJCQkSL169eSqq67y+0sg1azqMjp27FjFnVIiIrm5udK6dWux2+3y6aefioh4G/NAr0Dbdk1QmpNAnVIiyvMsIrJs2TJp27atxMfHS6tWrWTx4sXidrs1lfnxxx9L3759JT09XaxWq6SkpEi/fv1k48aNAed95MgRGTt2rKSmporNZpPu3btXu4NOxqamU0pE5PDhw3Lfffd5f5NtNpu0bNlSbr75Ztm8eXOYaxvYmjVrpHPnzmKz2aRJkyYyY8YMKS0t9Rmnqk4pl8slDz/8sDRr1kzi4+OlY8eOfp2xHt9//73069dPEhMTJSUlRcaMGROwQ0hJmZ4d+qpeFXf0PfsnVb08v5NUO2jtlBIpPzvZYrHI3r17fYZ7/pjRrVs33eurRrTut3p4jicqnrFRmee3JliuKTr885//lIsuukiSkpLEZrNJu3btZM6cOX5/jKgumxW3CaN3Sokoa+uq6pQSUdYmi5RfyTB+/Hhp0KCBJCYmyuWXX17lvoiSMp955hm55JJLpGHDht5j/quvvjrgvkmsHF+aRMJ44SgREREREREREVEAvNE5ERERERERERFFHDuliIiIiIiIiIgo4tgpRUREREREREREEcdOKSIiIiIiIiIiijh2ShERERERERERUcTF1XQFtHC73Th06BDq1q0Lk8lU09UhiloigtOnTyMzMxNmc+h91MwmkT6YTSLjYS6JjInZJDImpdmMyk6pQ4cOISsrq6arQVRrHDhwAE2aNAm5HGaTSF/MJpHxMJdExsRsEhlTsGxGZadU3bp1AZQvXHJycg3Xxp/T6cTHH3+Mfv36wWq11nR1VCssLUTm45kAgEN/O4Sk+CQNhRQCmeVlOH//HdaUlJqpRw0z+rZQUFCArKwsb6ZCZeRsGv27CET3DOiQy7DVLcKMvj0wm7WD4pyoyGa0Zy8YI28PsZRLwNjfhRZas+M8dQrWZs3K/3PoEJAUfLramFMjbw/MZvTSnJUQ9mlrUz6Nvi0ozWZUdkp5TqNMTk427A9FYmIikpOTDblxBGMptQD28vfJycnagmqxeN86k5Nh1fA96VKPGhYt24JepyYbOZvR8l1UpHsGdMhl2OoWYdGyPTCb0U1xTlRkM9qzF0w0bA+xkEsgOr4LNbRmx+l2w7v0ycmKOqVqY06jYXtgNqOP5qyEsE9bm/IZLdtCsGzyRudERERERERERBRx7JQiIiIiIiIiIqKIi8rL9yi84sxxuLPrnd732gqJg+v227H/99/RJE5bGbrUgyiK6Z4BHXIZtroR1UKKc6Iim8wekTaasxMXh98GDkTTZs1gUdh2MqdEyoSSS637tMyn8fBbID+2OBuyB2eHWIgN7iVL8O26dWhis9VcPYiimO4Z0CGX3qKYT6KgFOdERTaZPSJtNGfHZsO3t92GJoMGwaLwni3MKZEyoeRS6z4t82k8qi/f27x5M66++mpkZmbCZDJh7dq1Pp+PGzcOJpPJ5zVgwACfcfLy8jBmzBgkJycjJSUF48ePx5kzZ0JaECIiIiIiIiIiih6qO6UKCwvRqVMnZGdX3bs4YMAAHD582Pt67bXXfD4fM2YMfvjhB+Tk5OCDDz7A5s2bMXHiRPW1p7AQERwrPIZjhccgIloLAY4dQ3x+fvn7mqoHURTTPQM65DJsdSOqhRTnREU2mT0ibTRnR6Q8m8eOKW47mVMiZULJpdZ9WubTeFRfvjdw4EAMHDiw2nFsNhvS09MDfrZ7926sX78eX331Fbp27QoAePrppzFo0CA89thjyMzM9JvG4XDA4XB4/19QUACg/BGITqdT7SKEnadORqybEoWlhWj0WCMAwMkpJ7U9JrOwENazzsJAAEUDBwIpKTVTjxpm9G0h1HpFUzaN/l0EonsGdMhl2OoWYUbfHpjN2kFxTlRkM9qzF4yRt4dYyiVg7O9CC63ZcebnY+DYseXvT54EkoJPVxtzauTtgdmMXpqzEsI+bW3Kp9G3BaX1Css9pT777DM0atQI9evXx5VXXon58+ejQYMGAICtW7ciJSXF2yEFAH369IHZbMa2bdtwzTXX+JX3yCOPYM6cOX7DP/74YyQmJoZjEXSRk5NT01XQpMRV4n2/YcMG2C121WVYSkpw1f/eb9q0CS67+jL0qIdRGHVbKCoqCmn6aMymUb+LQPTOgB65DFfdaopRtwdms3ZQmhM12awt2QvGiNtDLOYSMOZ3oYXW7FTM54YNGxS1nbU5p0bcHpjN6KVHLtXu09bGfBp1W1CaTZOEcM6ayWTCmjVrMGzYMO+w119/HYmJiWjRogV++eUXTJ8+HXXq1MHWrVthsVjw8MMP45VXXsHPP//sU1ajRo0wZ84c3HHHHX7zCdR7nZWVhePHjyM5OVlr9cPG6XQiJycHffv2hVXhDRGNpLC0EPUfqw8gxDOl6peXUXT0KKwaz5QKuR41zOjbQkFBARo2bIj8/HxNWYqmbBr9uwhE9wzokMuw1S3CjL49MJu1g+KcqMhmtGcvGCNvD7GUS8DY34UWWrPjPHUKiY3Kz6pQc6ZUbcupkbcHZjN6ac5KCPu0tSmfRt8WlGZT9zOlRo0a5X1/7rnn4rzzzkOrVq3w2WefoXfv3prKtNlssAW4q77VajXkyvcwev2qYpU/66x5Gayhl6FLPQzCqPUPtU7RmE0j160y3TOgQy6909eSfBq17sxm7aA4JyqyWVuyF4wRly0WcwkYv35Kac5OpXxCwXS1OadGXB5mM3rplUs166E25tOoy6G0TqpvdK5Wy5Yt0bBhQ+zduxcAkJ6ejqNHj/qMU1ZWhry8vCrvQ0VERERERERERLVL2DulDh48iBMnTiAjIwMA0KNHD5w6dQo7d+70jrNp0ya43W5079493NUhIiIiIiIiIiIDUH353pkzZ7xnPQHAb7/9hl27diE1NRWpqamYM2cORowYgfT0dPzyyy+YOnUqWrdujf79+wMA2rdvjwEDBmDChAlYunQpnE4nJk+ejFGjRgV88h4REREREREREdU+qjulduzYgV69enn/f++99wIAxo4di+eeew7ffvstXnnlFZw6dQqZmZno168f5s2b53Od7sqVKzF58mT07t0bZrMZI0aMwJIlS3RYHNJDnDkOYzuN9b7XVkgc3DfdhIMHDyIjTlsZutSDKIrpngEdchm2uhHVQopzoiKbzB6RNpqzExeH/b16oUmTJjArbDuZUyJlQsml1n1a5tN4VH8LV1xxBap7YN+GDRuClpGamopVq1apnTVFiC3OhhXDVoRYiA2uF1/E1+vWISPAjQMjVg+iKKZ7BnTIpbco5pMoKMU5UZFNZo9IG83Zsdnw9V/+goxBg2BWeNNe5pRImVByqXWflvk0nrDfU4qIiIiIiIiIiKgynq9GfkQERc4iAECiNREmk0lLIUBhISwlJeXva6oeRFFM9wzokMuw1Y2oFlKcExXZZPaItNGcHZHybBYWAvXqAQqmY06JlAkll1r3aZlP42GnFPkpchahziN1AABn7j+DpPgkDYUUwVq/Pq4C4Dx5EoiPr5l6EEUx3TOgQy7DVjeiWkhxTlRkk9kj0kZzdoqKcNWoUeXvz5wBkoJPx5wSKRNKLrXu0zKfxsPL94iIiIiIiIiIKOLYKUVERERERERERBHHTikiIiIiIiIiIoo4dkoREREREREREVHEsVOKiIiIiIiIiIgijk/fIyKKQRc+9AlOWRICfrZvweAI14aIiIiIiGIRO6XIj8VswcgOI73vtRVigXv4cBzOzUUji7YydKkHURTTPQMVcukyh3aiLPNJFJzinKhoM5k9Im00Z8diwR89eyIjPR1mhfu0zCmRMqHkUuuxJvNpPOyUIj/2ODtWX7s6xELscL3+OnasW4dBdnvN1YMoiumegQq5LN1uAVwGqhtRLaQ4JyraTGaPSBvN2bHbsWPqVAwaNAhmqzW88yKKMaHkUuuxJvNpPLynFBERERERERERRRw7pYiIiIiIiIiIKOLYKUV+CksLYZpjgmmOCYWlhRoLKYQ1Ph5Dhw0DCrWVoUs9iKKY7hmokMuE0hJj1Y2oFlKcExVtJrNHpI3m7BQWYuiwYbDGxyvep2VOiZQJJZdajzWZT+NhpxQREREREREREUUcO6WIiIiIiIiIiCji+PQ9IqJapPm0D6v8LKG0BLsjWBciIiIiIqLq8EwpIiIiIiIiIiKKOHZKERERERERERFRxPHyPSIiIiIiIoUqXyq/b8HgGqoJEVH0Y6cU+bGYLRjUZpD3vbZCLHAPHIijR4+igUVbGbrUgyiK6Z0Bt9mMz1p1RbsUgcsc2omyzCdRcIpzoqLNZPaItNGcHYsFuV26oFGjRjAr3KdlTomUCSWXWo81mU/jYacU+bHH2fHhDVXfLFlZIXa43n0X29atwyC7vebqQRTF9M6AIy4et10/Cwu7uVC63QK4jFM3otpIcU5UtJnMHpE2mrNjt2PbzJkYNGgQzFZreOdFFGNCyaXWY03m03h4TykiIiIiIiIiIoo4dkoREREREREREVHEqe6U2rx5M66++mpkZmbCZDJh7dq1Pp+LCB588EFkZGQgISEBffr0wZ49e3zGycvLw5gxY5CcnIyUlBSMHz8eZ86cCWlBSD+FpYVIejgJSQ8nobC0UGMhhYhLScHg668HCrWVoUs9iKKY3hlIKC3B14tGYvD11yOhtMRQdSOqjRTnREWbyewRaaM5O4WFGHz99YhLSVG8T8ucEikTSi61Hmsyn8ajulOqsLAQnTp1QnZ2dsDPFy5ciCVLlmDp0qXYtm0bkpKS0L9/f5SU/HkANGbMGPzwww/IycnBBx98gM2bN2PixInal4J0V+QsQpGzKKQyTEVFiHM4arweRNFM7wwkOh0h59KD+SQKTmlO1LSZzB6RNlqzE+dwwFSkbjrmlEgZrVkJ5ViT+TQW1Tc6HzhwIAYOHBjwMxHBk08+iRkzZmDo0KEAgFdffRWNGzfG2rVrMWrUKOzevRvr16/HV199ha5duwIAnn76aQwaNAiPPfYYMjMz/cp1OBxwVNjgCgoKAABOpxNOp1PtIoSdp05GrJsSFevtdDrhNGlYDqcTVu9bJ6BhXehSjxpm9G0h1HpFUzaN/l0EoiUDNoso+sxmlirHVbKOoj2fRt8emM3aQXFOVLSZ0Z69YIy8PcRSLgFjfxdaaM2OM0A+K7eflddRbcypkbcHZjN6ac5KCMeatSmfRt8WlNZL16fv/fbbb8jNzUWfPn28w+rVq4fu3btj69atGDVqFLZu3YqUlBRvhxQA9OnTB2azGdu2bcM111zjV+4jjzyCOXPm+A3/+OOPkZiYqOci6ConJ6emq6BJievPs9o2bNgAu0X90/MsJSW46n/vN23aBJeGJ/DpUQ+jMOq2UKTyr36VRWM2jfpdBKIlAwu7Vf2ZpeTPx+3NvMANlz3w4/fWrVsXlroZkVG3B2azdlCaEzVtZm3JXjBG3B5iMZeAMb8LLbRmp2I+N2zYAJfd7tfWVm43a3NOjbg9MJvRS49cqj3WrI35NOq2oDSbJhGp+s/qwSY2mbBmzRoMGzYMAPDFF1/g4osvxqFDh5CRkeEd77rrroPJZMIbb7yBhx9+GK+88gp+/vlnn7IaNWqEOXPm4I477vCbT6De66ysLBw/fhzJyclaqx82TqcTOTk56Nu3L6wKHx1rJIWlhaj/WH0AwMkpJ5EUn6ShkEJY65eXUXT0KKwpKTVTjxpm9G2hoKAADRs2RH5+vqYsRVM2jf5dBBIoA+fM3qC5vITSEux67FoAQPepb+JUXELA8b6f3V9T3aKJ0bcHZrN2UJwTFW1mtGcvGCNvD7GUS8DY34UWWrPjPHUKiY0alb8/eRJI8m+LK7ebtTGnRt4emM3opTkrIRxr1qZ8Gn1bUJpNXc+UChebzQabzeY33Gq1GnLlexi9flWxyp911rwM1tDL0KUeBmHU+odap2jMppHrVlmgDDhcJs3lmStM63CbqiyrzcyPg5b1w9wr/OoWjYxad2azdlDcjqloM2tT21gdIy5bLOYSMH79lNKcnUr5RIC2uHJZtTmnRlweZjN66ZVLNeuhNubTqMuhtE6qb3RenfT0dADAkSNHfIYfOXLE+1l6ejqOHj3q83lZWRny8vK84xARERERERERUe2m65lSLVq0QHp6OjZu3IjOnTsDKD9la9u2bd7L8nr06IFTp05h586d6NKlC4Dy60Ddbje6d++uZ3VII7PJjMubXe59r60QM9yXXYa8EydQz6ytDF3qQRTF9M6A22TCtqbnoFVdgduk/YyrcNSNqDZSnBMVbSazR6SN5uyYzTjesSNSGzSAWeE+LXNKpEwoudR6rMl8Go/qTqkzZ85g79693v//9ttv2LVrF1JTU9G0aVPcc889mD9/Ptq0aYMWLVpg5syZyMzM9N53qn379hgwYAAmTJiApUuXwul0YvLkyRg1alTAJ+9R5CVYE/DZuM9CLCQBrk8+wZZ16zAoIfB9ayJSD6IopncGHFYbbr7xESzs5oJjuwUIfJ/zGqkbUW2kOCcq2kxmj0gbpdlpPu1Dn//vmdcPWx56CIMGDYJZ4aUozCmRMpqzEsKxJvNpPKo7pXbs2IFevXp5/3/vvfcCAMaOHYsVK1Zg6tSpKCwsxMSJE3Hq1ClccsklWL9+PewV7oi/cuVKTJ48Gb1794bZbMaIESOwZMkSHRaHiIiIiIiIiIiigepOqSuuuALVPbDPZDJh7ty5mDt3bpXjpKamYtWqVWpnTUREREREREREtQQvoiQ/haWFSFuUhrRFaSgsLdRYSCHiMjMx4OabgUJtZehSD6IopncGEkpLsHXxGAy4+WYklJYYqm5EtZHinKhoM5k9Im00Z6ewEANuvhlxmZmK92mZUyJlQsml1mNN5tN4dL3ROdUex4uOh1yG6fhx2AA4a7geRNFM7wykFhcAxfqUxXwSBac0J2raTGaPSBut2bEVFERsXkSxRmtWQjnWZD6NhWdKERERERERERFRxPFMKSIiIqIa1H7meuyu6UoQEREZVOWnYu6beUXNVITCgmdKERERERERERFRxLFTioiIiIiIiIiIIo6X7xERERERERFRVPK7vG/B4BqqCWnBTinyYzaZ0TWzq/e9UhV/DGxOB3Z36YL8/HzUMWs7IU9rPYhqC70z4DaZ8F1GazRJKn9vpLoR1UZKc1Ixm8HaTGaPSBut2eny8EZ83ro1DhYCIx/cAIfVFrZ5EcUarVlp++AGvPW/dvPyhzcCZnvY50nhw04p8pNgTcBXE74KqQyH1QbX1q3YvG4dBiUk1Fg9iKKZ3hlwWG0YectiLOzmgmO7BXAZp25EtZHSnFTMZrA2k9kj0kZrdhxWGzY/9himbrfA4VL2Bx3mlEiZUHKpdZ+W+TQedg0SEREREREREVHEsVOKiIiIiIiIiIgijp1S5KfIWYTmTzZH8yebo8hZpKkMu7MEcW3aoO+ECUCRtjL0qAdRNNM7A3ZnCTZmj0ffCRNgd5YYqm5EtZHSnFTMZrA2k9kj0kZrduzOEvSdMAEbs8crbjuZUyJlQsml1n1a5tN4eE8p8iMi+D3/d+97LUwCmH7/HYkAnBrL0KMeRNFM7wyYBGiSf9T7PhTMJ1FwSnNSMZvB2kxmj0gbrdkxCZB47BgSUXXbWfnJXz/MvYI5JVIglFxq3adlO2o8PFOKwu7Chz7xa6yJiIiIiIiIKLbxTCkiIiIig7jwoU9wylL+BL59CwbXcG2IiIiIwoudUkREREQG5DnLmJ1TREREylW+SoftqLHx8j0iIiIiIiIiIoo4dkoREREREREREVHE8fI98mMymdAhrYP3vRZiAvY0zELjhPL3NVUPomimdwb0yGW46kZUGynNiZpsMntE2mjNjpiAgqwsHClW3nYyp0TKhJJLrfu0zKfxsFOK/CRaE/HDnT+EVEaJ1Y6rJj6Lhd1cKNluAVw1Uw+iaKZ3BvTIZbjqRlQbKc2Jmmwye0TaaM1OidWOT59+GlO3W+BwKTuAZU6JlAkll1r3aZlP4+Hle0REREREREREFHE8U4qIiIiIiEgnlZ/8BfDpX0REVWGnFPkpchbhwuUXAgC+mvAVEq2JqsuwO0vw/ot/ReN/APZRT8BhTqiRehBFk8o7sW6UINd2LwAg3fEEzLCHVL4eufRgPomCU5oTNdlk9oi0KXIWIWV+ewB/tqlKOorszhL0uutefFAMXH3zYpRYg7fFerffRLVVVW1aoI7dikLZp2U7ajzslCI/IoIfj/3ofR9IsB8KkwBtjh/wvlci0AH5gYTq60FU2znN+3UrS0suq9Ju5kfefLab+ZHfDjf/IkwUuD31tHUVM6Imm0raaCLyJyJ+bWqw/VmgPJPJBw4gGeraTj3bb6LaSmubFso+LdtR49H9nlKzZ8+GyWTyebVr1877eUlJCSZNmoQGDRqgTp06GDFiBI4cOaJ3NYiIiIiIiIiIyMDCcqZUx44d8cknn/w5k7g/Z/PXv/4VH374IVavXo169eph8uTJGD58OLZs2RKOqpCBVP5rFM+kICKiWNH+wfWaL+Gp2H7+MPcKnWpEREREVPPC0ikVFxeH9PR0v+H5+fl48cUXsWrVKlx55ZUAgJdffhnt27fHl19+iYsuuigc1SEiIiIiIiIiIoMJS6fUnj17kJmZCbvdjh49euCRRx5B06ZNsXPnTjidTvTp08c7brt27dC0aVNs3bq1yk4ph8MBh8Ph/X9BQQEAwOl0wul0hmMRQuKpkxHrpkTFejudTjhNTpwze4PPODZL9WXYLH9en2szi8//A82n8jQA4Ib4jOs0Rd/6NPq2EGq9oimbRv8ugOozYLMIzAjtuncluVQqWN2MvJ4B428PzGbtUHGZKuek8mfe90GyGaiNrk2MvD3EUi4BY38XWlSXx+rYxLe9cytoOwO1kdG+Ho28PTCb0auqNi3YPqrafdrK8wk0z2hk9G1Bab1075Tq3r07VqxYgbZt2+Lw4cOYM2cOLr30Unz//ffIzc1FfHw8UlJSfKZp3LgxcnNzqyzzkUcewZw5c/yGf/zxx0hMNO7d8nNycmq6CpqUuEq87zds2AC7xY6F3dSVYSlxed/PvMANl93lN866det8/l95HiUuF0Z951uPaGXUbaGoqCik6aMxm0b9LoDqMzC/iwt2i3+O1FCSS6WC1a1yvo3KqNsDs1k7VGxPK+ekYkbmd1WezQ0bNvi8j+a2sTpG3B5iMZeAMb8LLarLY3UsJe4/p+vqUtR2Bmojo6VdDMaI2wOzGb0CHXcC/vvElandp62Yv6rmGc2Mui0ozaZJwnzL+VOnTqFZs2Z44oknkJCQgFtuucWnJxoAunXrhl69euHRRx8NWEag3uusrCwcP34cycnJ4ay+Jk6nEzk5Oejbty+sVmtNV0e1ImcROi3rBAD4ZuI3SLQm+p0pFYzdWYJ1yyahfrzgilufRb6GsLtRAmfaFJ96RBujbwsFBQVo2LAh8vPzNWUpmrJp9O8CgF/O3CjBPuskAEBzZ3bIj5TWI5dK6/b97P4h1TXcjL49MJu1g6c9/eNUcbUZVpPN7Q9c6tdG1yZG3h5iKZeAsb8LLYqcRWi48GwA6trUeq4SfPbSnThZasKgidkosQafLlAbafR2MRgjbw/MZvRS2k5WFso+bW04xvQw+ragNJthuXyvopSUFJx99tnYu3cv+vbti9LSUpw6dcrnbKkjR44EvAeVh81mg81m8xtutVoNufI9jF6/qtSz1sO+e/b5DHO4TKrKcJgTcOWkF7Gwmwv52y2qpy+X4FePaGXUbSHUOkVjNo1cN/+cJOAs10sAAD1OytUnl8rqZtR1XJlRtwdms3bwtKfNp31YbYbVZLPT3H8DyC4vP7GevhU2ECNuD7GYS8D49VOqnrUezipR36bmW+zIWb4cUz3ZVHSClX8bWRvWIWDM7YHZjF5K28nKQtun9T/GjPYHchl1W1BaJ3OY64EzZ87gl19+QUZGBrp06QKr1YqNGzd6P//555+xf/9+9OjRI9xVISIiIiIiIiIig9D9TKkpU6bg6quvRrNmzXDo0CHMmjULFosFo0ePRr169TB+/Hjce++9SE1NRXJyMu666y706NGDT94jIqpFKv/FKZBo+ysUERERERHpS/dOqYMHD2L06NE4ceIE0tLScMkll+DLL79EWloaAGDx4sUwm80YMWIEHA4H+vfvj2effVbvalAIip3FuGzFZQCAzeM2I8GaoLoMm9OBt179O5q8CdiuWQCHWcs9pRy4cPmFIdWDyEiUdNRU5IYDR2zTAACNHQtghv+p5Wrokctw1Y2oNvK0p4dt+dXmRE02K2av2Hkl20YihYqdxThs+ysAde2WzenAZVOm4a1CYOToR+GwBp+ObSSRMkrbycpC2aflMabx6N4p9frrr1f7ud1uR3Z2NrKzs/WeNenELW7sOLTD+14LswjOPbzX+14bCbkeRNFNUGre430fKn1y6aFv3YhqI297agaqy4m6bP6ZPbaNRMq5xa2p3TKLoP7evagPNW0n20giJZS2k5WFtk/LY0yjCfs9pYj00P7B9arPMiEiIiIiIiIi4wr70/courV/cH3Ij6EnIiIiIiIiIqqMnVIUVaL9cZ1EREREREREVI6dUkRERERRqOLZzPwjDREREUUjdkoREREREVGtUvnsejdKAD5ki4jIcNgpRQGZJTnkMvISkpFkrfl6EEUzvTOgRy49mE+i4BomNkReYWnQ8dRkk9kj0kZrdhzJySh0RmZeRLFGaTtZWSj7tJ588v7JxsBOKfKTFJ+ErJJVIZVRHG9Hj7+uxMJuLhRvtwAu9WWYYQ+5HkTRTO8M6JHLcNWNqDZKik/CsfuOBX16rJpsMntE2mjNTnG8HetffRVTt1vgcJnCOi+i2qqq+wIrbScrC2Wflvk0HnZKEREREelM7Q42EdVufFgPEVFg7JQiIiIi0gE7ooiIiIjUYacU+Sl2FiM3fhoAoFHpHJhhU12GzenAq6/NQqt3BbZBc+Awq79W1w0HjsbPqrYe/KsT1WZKMqCGHrkMV92IaiOlOVGTzarKrNgesi2kWKB2H1Bru2VzOnDxA7Pw6mkTbh45Bw5r8Om07MMCzC7FDs/2781KvPpcat2n5T6s8bBTKgYFawTd4obD8v3//iea5mEWQff95WWYB2orA5CQ60EU3fTNgD659GA+iTyqPkNKWU7UZZPZIwok+JmK2rJjFkHDH35Aw/+9V4Y5JVJGey6179Myn0bDTikC4NuQ85G5RERE0cvTpvOsCyIiIjI6dkoREVGNCPZXbR5QExERERHVbuyUIiLSAW9wTEREREREpA47pWJALB0s88bnREREREREkVPbjsFq2/IYnbmmK0BERERERERERLGHZ0pRQCYJ/dGYRVYb4kPs9tSjHkTRTO8M6JFLD+aTKDilOVGTTWaPSBut2Smz2VDqDv+8eHYG1RZqrtTRmstQ9mnZjhoLO6VqoVAv1zPDjqYlb4dURnG8Heff9xYWdnOheLsFcNVMPYj0UhOXweqdAT1yGa66EdVGSnOiJpvMHpE2WrNTHG/Hh2+8ganbLXC4TGGdF1GsCSWXWvdpmU/j4eV7REREREREREQUcTxTioiIiEiBWHpwCJGRMHtERLUXO6VqAb0bakEpjsU/DABIK50OE+JVl2ErK8Xzbz2MdhsE8b2nw2FSf92uHvUItG54fT5FCz0yUJEeuQxX3YhqI6U5UZNNZo9IG63ZiS8rRfd5D+P5UybcNmw6HHHBp2NOiZTRmpVQ9mm1zDPY8TaPL0PDTimDMcINDgVuFFt2eN8ru3rel9ntxhW/lJdh6eUGLDVTj0CMsI6JlNA7A3rkMlx1C0RJhzvzS0amNCdqsqkme1VliLmhWKS13bK43UjfuRPpKM9qOOdFZEThPHbSmpVQ9mnDkU8eX4aGnVJERBS1tJ4parMIFnYDzpm9AT8/dJXOtaLawLNtcceSiIjoT7yclvTGTqkoxB8CfQXr2WbPNxFR7VLxd52/6UTGw31dIqLYUWOdUtnZ2Vi0aBFyc3PRqVMnPP300+jWrVtNVYeIiIgoZrGjjiKFHU5ExsaMUqTVSKfUG2+8gXvvvRdLly5F9+7d8eSTT6J///74+eef0ahRo5qoUsSoDTl/FIjCjzkjil3BOmNq4++DmmVmBxVRzVFytj7P6KdQ1cZ2rqYxl+rUSKfUE088gQkTJuCWW24BACxduhQffvghXnrpJUybNq0mqkTkFeyHmTdf1k8kG8GK9xByuHjLUfqTHk9UifWnstSWToxY3DHX0uZV/I6VfPe8P1ftwP2fmqfkO9Drd4zfpX5C7aCoPP2eef1UjU81T+3tYpSoTbeciXinVGlpKXbu3In777/fO8xsNqNPnz7YunVrwGkcDgccDof3//n5+QCAvLw8OJ1OAED3Rzb6TLPt/t6q61a5jGAqz8Mzvc0smHG+G50feAcOt+/BbzTcxEtQApSUv7eWFcIEl+oy4spKUOB57yxEnCh7Wone9agprae8CaDqbUHJ9hlsmw62vSqZx4Wz3wcAiEjQcQNRks3qxJUVapqvFnFuQVGRG3FOM1zu6OiU0jsDeuQyXHWLNDXbgyfP1ZYX5PMTJ05U+3nlPLsdRQBqLptqVcxysGWtzOl0oqioyPs7qeb3sapxA/0+Vhw3Ur89SnOiJptGyF7FTFTc9qv67j3rW8m24dkeTpw4AavVGlI99Xb69GkA4c2lHm27Xi579BOffRgl+7CBvuPKy1RT+8JasxNXVvxnPssKEWcOPp0Rchqqyt+l1mwqOUYL9TguXNns/MA7MNsSQ85d5Tan8n5FsH38ypk5ceJEtd9FJPevQ6U9l9r3aY2Qz8rbgJbfxRMnTvjkMtTtrLJg4yvJheJsSoT98ccfAkC++OILn+H33XefdOvWLeA0s2bNEgB88cVXmF4HDhzQlGdmky++wvtiNvniy3gv5pIvvoz5Yjb54suYr2DZNIlo7FLW6NChQzjrrLPwxRdfoEePHt7hU6dOxeeff45t27b5TVO599rtdiMvLw8NGjSAyWS8Mx4KCgqQlZWFAwcOIDk5uaarU2O4Hoy/DkQEp0+fRmZmJsxms+rpoymbRv8uIoXroZzR1wOzGXu4HsoZeT3EUi4BY38XkcT1UM7I64HZjE1cD8ZfB0qzGfEzaBs2bAiLxYIjR474DD9y5AjS09MDTmOz2WCz2XyGpaSkhKuKuklOTjbkxhFpXA/GXgf16tXTPG00ZtPI30UkcT2UM/J6YDZjE9dDOaOuh1jLJWDc7yLSuB7KGXU9MJuxi+vB2OtASTbVdyWHKD4+Hl26dMHGjX9ek+h2u7Fx40afM6eIiIiIiIiIiKj2qpF7Dd57770YO3Ysunbtim7duuHJJ59EYWGh92l8RERERERERERUu9VIp9T111+PY8eO4cEHH0Rubi46d+6M9evXo3HjxjVRHd3ZbDbMmjXL7zTQWMP1wHVgJPwuynE9lON6MA5+F+W4HspxPRgHv4tyXA/luB6Mg99FOa6H2rMOIn6jcyIiIiIiIiIioojfU4qIiIiIiIiIiIidUkREREREREREFHHslCIiIiIiIiIioohjpxQREREREREREUUcO6WIiIiIiIiIiCji2ClFREREREREREQRx04pIiIiIiIiIiKKOHZKERERERERERFRxLFTioiIiIiIiIiIIo6dUkREREREREREFHHslCIiIiIiIiIioohjpxQREREREREREUUcO6WIiIiIiIiIiCji2ClFREREREREREQRx04pIiIiIiIiIiKKOHZKERERERERERFRxLFTioiIiIiIiIiIIo6dUkREREREREREFHHslDKYIUOGIDExEadPn65ynDFjxiA+Ph4nTpyIWL3++OMPXHfddUhJSUFycjKGDh2KX3/9VfH0X3zxBS655BIkJiYiPT0dd999N86cOeM3nsPhwN///ndkZmYiISEB3bt3R05OTkhlAsB//vMfDBkyBKmpqUhMTMQ555yDJUuWVFnfU6dOoVGjRjCZTHjrrbcULydFJ7W5GzduHEwmU7Wv5s2bR24BqqEmU4Goyf6LL76I9u3bw263o02bNnj66acjVmZFffv2hclkwuTJkxUvJ0Xem2++CZPJhDVr1vh91qlTJ5hMJnz66ad+nzVt2hQ9e/b0/r958+Y+2fNsK/fddx/y8vKqnP/UqVNhMplw/fXX67NAOlPTxgWidx6fe+45XHvttWjatClMJhPGjRsXsLzNmzdjyJAhyMrKgt1uR3p6OgYMGIAtW7b4jFdUVITs7Gz069cPGRkZqFu3Ls4//3w899xzcLlcipeTwkfvjPbp0yfgfJYvX+7N744dO7Bv376gbazntW/fPt2WN5hozeThw4cxbdo09OrVC3Xr1oXJZMJnn30WcNyHH34YF110EdLS0rz1vOeee3Ds2DHFy0mRc+ONN8Jut+O///2v32cLFiyAyWTCBx984B1WWFiIefPm4bzzzkNiYiLq1auHSy+9FK+++ipExK8MT87+7//+L+D8H3jgAe84x48f12/BFHC73Vi4cCFatGgBu92O8847D6+99pri6U+dOoWJEyciLS0NSUlJ6NWrF/7zn/8EHPe9997DBRdcALvdjqZNm2LWrFkoKysLqczTp09j6tSpaNGiBWw2G8466yyMHDkSRUVFPuPl5OR4f3fq16+PkSNHRvR3L2KEDOX1118XAPLKK68E/LywsFCSkpLk6quvjlidTp8+LW3atJFGjRrJo48+Kk888YRkZWVJkyZN5Pjx40Gn//rrr8Vut8v5558vzz33nDzwwANis9lkwIABfuOOGjVK4uLiZMqUKfL8889Ljx49JC4uTv71r39pLnPDhg0SHx8v3bt3lyeeeEKWLVsmf//73+W+++6rss533XWXJCUlCQBZvXq1grVE0Uxt7r744gv5xz/+EfA1btw4ASDXX399JBehSkozFYia7C9dulQAyIgRI2TZsmVy0003CQBZsGBB2Mus6O233/Zmd9KkSSrWFEXaH3/8IQDk3nvv9Rmen58vZrNZ4uLiZN68eT6f7d+/XwD4/H43a9ZMOnfu7M3g8uXL5fbbb5e4uDi58MILA87b7XZLkyZNpHnz5pKQkCAFBQX6L2AI1LRxgYQjj82aNZPU1FQZMGCAxMXFydixYwPOe/ny5TJ06FCZP3++vPDCC7Jo0SLp1KmTmM1m+eijj7zjfffdd2IymaRPnz6ycOFCWbp0qVxzzTUCQG6++WZ1K4zCQs+M2u12MZvNcvjwYb/5XH755WK32wWAfPXVV3LmzBm/trVz587SsGFDv+FnzpwJz8JXEs2Z/PTTTwWAtGnTRnr06CEA5NNPPw047vDhw+W2226TxYsXywsvvCB/+9vfJDk5WVq3bh2xdU3KHTlyROrXry+9evXyGf7rr79KQkKCjBgxwjssNzdXOnbsKGazWW644QZ5/vnn5amnnpLLLrvMu99aVlbmUw4AsdvtkpKSIg6Hw2/+LVq08Gb32LFj4VnIKkybNk0AyIQJE2TZsmUyePBgASCvvfZa0GldLpf07NlTkpKSZPbs2fLMM89Ihw4dpG7duvLf//7XZ9x169aJyWSSXr16ybJly+Suu+4Ss9kst99+u+YyT506JZ06dZIGDRrI/fffLy+++KIsWLBABg8eLHl5ed7x3n//fTGbzdK1a1d56qmnZN68edKwYUM566yz5OjRoyGsPeNhp5TBFBUVSd26daV///4BP1+1apUAkNdffz1idXr00UcFgGzfvt07bPfu3WKxWOT+++8POv3AgQMlIyND8vPzvcOWL18uAGTDhg3eYdu2bRMAsmjRIu+w4uJiadWqlfTo0UNTmfn5+dK4cWO55pprxOVyKVre7777TuLi4mTu3LnslIoReuXu0KFDkpaWJs2aNfNpVGqKmkwFojT7RUVF0qBBAxk8eLDP9GPGjJGkpCSfdRGOMisuW/Pmzb3ZZaeU8bVo0UK6devmM2z9+vViMplk9OjRfpn0ZPHdd9/1DmvWrJnfdiIiMmXKFAHgtzMoIrJp0yYBIJs2bRKr1SorVqzQaYn0obSNCyQceRQR2bdvn7jdbhERSUpKqvIAOJDCwkJp3Lixz/d57Ngx+f777/3GveWWWwSA7NmzR3H5FD56ZbR3796SnJwsTz75pM/4Bw4cELPZLCNGjPB2SgUyePBgadasmT4LpUE0Z7KgoEBOnDghIiKrV6+utlMqkLfeekvxwT5F3rJlywSATzs2YMAASU5OloMHD3qH9e/fX8xms082PTztZeVOUgAybNgwMZvNsnbtWp/PtmzZ4u1ojXSn1MGDB8Vqtfrs57ndbrn00kulSZMmfp1rlb3xxht+x3hHjx6VlJQUGT16tM+4HTp0kE6dOonT6fQOe+CBB8RkMsnu3bs1lXnHHXdISkqK/Prrr9XWs0OHDtK6dWufDsFdu3aJ2Wz2+2NBtGOnlAGNHTtW4uLi5MiRI36fXXXVVVK3bl0pKiqKWH0uvPDCgH9t7tevn7Rq1araafPz8yUuLs7vrCSHwyF16tSR8ePHe4fdd999YrFYfBp8EZGHH35YAMj+/ftVl/ncc88JAPnxxx9FROTMmTNBO6euvPJKufbaa71/WWKnVGwINXcul0t69eolcXFxsmXLlnBWVTGlmaqK0ux/+OGHAkA+/PBDn/G++OILASD/+Mc/wlqmx5w5c6Rp06ZSVFTETqkocdNNN4nVavXJ1syZM+Wcc86RV199VerVq+fzmz1p0iQxmUw+ZwxU1Sn12GOPCYCAO33jx4+XDh06iEj5wWbfvn31XKyQqGnjAglHHitT2yklInLOOedI9+7dg4733nvvCQB57733VJVP4aFnRseNG+fXwbVw4UJp0KCB98DaiJ1StSmTWjqlduzYIQDkueeeUzwNRY7b7ZaLL75YGjZsKMePH5fXXntNAMiSJUu842zdulUAyK233hqwDKfTKW3atJH69ev7ZN2zL3XFFVfIdddd5zPNnXfeKeeee67MmjUr4p1S2dnZAkB++OEHn+GeTvFgVwNce+210rhxY79jwokTJ0piYqKUlJSIiMgPP/wgACQ7O9tnPM9ZpBXPFFVa5smTJ8Vut8vUqVNFpPx3xPNZRSdOnPA769SjY8eOkpmZWe0yRhveU8qAxowZg7KyMrz55ps+w/Py8rBhwwZcc801SEhIqLaMM2fO4Pjx40Ff+fn51Zbjdrvx7bffomvXrn6fdevWDb/88ku19+H57rvvUFZW5jd9fHw8OnfujK+//to77Ouvv8bZZ5+N5ORkv/kAwK5du1SX+cknnyA5ORl//PEH2rZtizp16iA5ORl33HEHSkpK/Oq7evVqfPHFF1i4cGGVy0S1U6i5mzdvHj799FPMmTPH514aVXE6nYoyevz4cbjdbk3LpDRTgajJvidzlcft0qULzGaz9/NwlOmxf/9+LFiwAI8++mjQ30cyjksuuQROpxPbtm3zDtuyZQt69uyJnj17Ij8/H99//73PZ+3atUODBg18yqmYp4MHD+L999/HE088gcsuuwwtWrTwGdfhcODtt9/G6NGjAQCjR4/Gpk2bkJubq6jO+fn5inKr5l4zFalp4wIJRx61KCgowPHjx/HTTz9h+vTp+P7779G7d++g03m+h4YNG2qeN+lHr4wCwA033IDt27fjl19+8Q5btWoVRo4cCavVqnvdT548qSirle/hUlltyaRSIoLjx48jNzcX//rXv3D33XfDYrHgiiuuCPu8ST2TyYTnn38e+fn5uOOOO/DXv/4VXbt2xaRJk7zjvP/++wCAm2++OWAZcXFxuOGGG3Dy5Em/+/8B5dl9//33ve1aWVkZVq9ejRtuuEFxPfXc7/3666+RlJSE9u3b+wz37N8qyeQFF1wAs9m3K6Rbt24oKiry3qOrquxmZmaiSZMmfsexSsr897//jZKSErRu3RojR45EYmIiEhIScPHFF/vslzscDgAIuE+bmJiIQ4cOKd5viQbslDKgK6+8EhkZGVi1apXP8NWrV8PpdGLMmDFBy5g8eTLS0tKCvoYOHVptOXl5eXA4HMjIyPD7zDPs0KFDVU5/+PBhn3ErT19x2sOHDyuaj5oy9+zZg7KyMgwdOhT9+/fH22+/jVtvvRVLly7FLbfc4jNtcXExpkyZgr/+9a+GuUk1RU4oufv8888xb9489O7dG9OmTVM0vy1btijKaFpaGvbv369pmZRmKhA12T98+DAsFgsaNWrkM158fDwaNGjgHS8cZXr87W9/w/nnn49Ro0ZVuUxkPJdccgmA8p00oHxHd9u2bbj44ovRqlUrNG7c2PvZ6dOn8d1333mnqejjjz/25iUrKwtDhgxBixYt8M477/iN+8EHH+DUqVPebWXYsGGwWq14/fXXFdV56NChinKr9Ub7atq4qqbXO49aXHfddUhLS0P79u3x+OOP47bbbsPMmTOrnaa0tBRPPvkkWrRogQsvvFDzvEk/emUUKG9n09PTvTcj3r17N3bt2qXqwFaN888/X1FWg/0hsrZkUqkjR44gLS0NGRkZuOyyy7B//36sWrUK7dq1C/u8SZuOHTtiypQpWL16NY4dO4bnn3/ep3Pkxx9/BFD+gIKqeD7bvXu332cjR46Ey+XC2rVrAZS3ucePH/f+cUcJPfd7Dx8+jMaNG8NkMvkMV5qTcBxzKi1zz549AID7778fBw4cwKuvvors7Gz88ssvuPLKK73zbNy4MVJSUvw6CU+cOOH9Pv/4449qlzOaxNV0BcifxWLBqFGjsHjxYuzbt8/bQbJq1So0btxY0V8ap06dihtvvDHoePXr16/28+LiYgCAzWbz+8xut/uMo2X6itMWFxcrmo+aMs+cOYOioiLcfvvt3qftDR8+HKWlpXj++ecxd+5ctGnTBkD5UyqcTiemT59e5fJQ7aU1d8ePH8cNN9yABg0a4J///KffX0iq0qlTJ8VPwUtPT1c0XmVKM1XVtICy7BcXFyM+Pj5gORUzGY4yAeDTTz/F22+/7fOXfIoO7du3R4MGDbwHtd988w0KCwu9Zxv27NkTW7ZswZ133omtW7fC5XIFPODt3r075s+fD6D8r4vffPMNFi1ahCFDhuCTTz7x+UvjypUr0bVrV7Ru3RoAULduXQwePBgrV67EPffcE7TOjz/+OE6ePBl0vMzMzKDjBKKmjatqer3zqMWCBQvwt7/9DQcOHMArr7yC0tLSgE8rqmjy5Mn48ccf8eGHHyIujruoRqBXRoHydva6667Da6+9hhkzZmDlypXIysrCpZdequqJzkqtXLlS0TbcsmXLaj+vLZlUKjU1FTk5OSgpKcHXX3+Nd955R/OZnxQ5nrNLMzMzcc455/h85jnDrm7dulVO7/msoKDA77P69etjwIABeO2113DjjTdi1apV6NmzJ5o1a6a4fnru94ayf6tm+mCZrLiulJbpyZLJZMLGjRtRp04dAOWd6D169EB2djbmz58Ps9mM2267DY8++ijuv/9+3HrrrSgoKMDUqVNRWlqqaDmjCVt8gxozZgwWL16MVatWYfr06Th48KDPKbTBdOjQAR06dAi5Hp4dec8phBV5Ln+r7lKZYNNXnDYhIUHRfNSWCcCvJ/+GG27A888/j61bt6JNmzbYt28fFi1ahOzsbO+PA8UetbkTEdx88804fPgwPvroI1WdR/Xr16/y8dhquFwuv0c1p6amIj4+XnGmAlGT/YSEBG8DGWhcpdnVUmZZWRnuvvtu3HTTTTyzIgqZTCb07NkTmzdvhtvtxpYtW9CoUSNvh1HPnj3xzDPPAID3r4WBDngbNmzok6fBgwejbdu2GDlyJF544QXcddddAMof17xu3TpMnjwZe/fu9Y5/8cUX4+2338Z///tfnH322dXWuUuXLqEt9P/k5+f77FDGx8cjNTVVVRsXSDjyqEXnzp2972+88UZccMEFGDduHN56662A4y9atAjLly/HvHnzMGjQIM3zJX3plVGPG264AUuWLME333yDVatWYdSoUX5nO+jl4osv1qWc2pJJpeLj472/p1dddRV69+6Niy++GI0aNcJVV10V9vmTegcOHMCsWbNwzjnn4Pvvv8fChQsxY8YM7+eeDqfTp08jJSUlYBnBOq5uuOEG3HTTTdi/fz/Wrl2r+lYneu33AsqPGUOdPpzHsVdffbXPMedFF12EFi1a4IsvvvAOmzt3Lo4fP46FCxdiwYIFAIB+/fph/PjxWLp0aa06ZuXlewbVpUsXtGvXznuK82uvvQYRUXTpHlC+s5ubmxv0lZeXV205qampsNls3lMJK/IMq+6vwZ5TFquavuK0GRkZiuajpkzP+8aNG/uM5zmF2vPX7gcffBBnnXUWrrjiCuzbtw/79u3zXqd77Ngx7Nu3T/N9fSh6qM3dY489ho8++ghTpkxB//79Vc2rtLRUUUZzc3PhcrmqLOfAgQPIyMjweXkaNKWZCkRN9jMyMuByuXD06FG/ZTxx4oR3vHCU+eqrr+Lnn3/Gbbfd5s3uvn37AJTvYO3bty/o/UKoZl1yySXIz8/Hd999571XjUfPnj3x+++/448//sC///1vZGZmBj2rwcNzduPmzZu9w1avXg2Hw4HHH38cbdq08b7uvfdeAOVnVgSTl5enKLfB7tn4l7/8xSe3w4cPB6CujQskHHkMVXx8PIYMGYJ33nkn4F92V6xYgb///e+4/fbbfQ6kyBj0zGj37t3RqlUr3HPPPfjtt9/CdukeUL7/piSrwc4Cqo2ZVKNnz57IyMhQ9PtINcNzufhHH32Ea6+9Fg899JDP2Yeeey99++23VZbh+ayqkxqGDBkCm82GsWPHwuFw4LrrrlNVR732e4HyTOXm5kJEfIYrzUk4jjmVllnVsSlQfnxa8Uzs+Ph4vPDCCzh06BA2b96Mn3/+GRs2bEB+fj7MZrP3jwO1ATulDGzMmDH4/vvv8e2332LVqlVo06aN4jMBKu/sVvXy7ARXxWw249xzz8WOHTv8Ptu2bRtatmxZ7amg55xzDuLi4vymLy0txa5du3z+ktq5c2f897//9Ttt1HNJjmdcNWV6/qJd+Zpbz3W9aWlpAMpvkrx37160bNkSLVq0QIsWLbxnV915551o0aJFwNNZqfZRmrtt27bhgQceQPfu3fHQQw+pns8XX3yhKKMZGRk4cOBAleWkp6cjJyfH5+W5L4DSTAWiJvueciqPu2PHDrjdbu/n4Shz//79cDqduPjii73Z9dzY+tVXX0WLFi3w8ccfV7mcVPMq3rNmy5YtPmc3dOnSBTabDZ999pn3PjZKeS4Vq3jAuXLlSpxzzjlYvXq136tPnz5+95QLZPjw4Ypy+5e//KXacqZOneqT28cffxyAujYukHDkUQ/FxcUQEb8bNb/77rv4v//7PwwfPhzZ2dm6zY/0o3dGR48ejc8++wzt27cPuj2H4sILL1SU1ccee6zacmprJtUoKSkJ2tFONWPNmjV47733MG/ePDRp0gRPPvkk4uPjfW507jnD7dVXXw1YhsvlwqpVq1C/fv0qM5yQkIBhw4bhs88+Q9++fVU/jEKv/V6gPFNFRUV+979Ssn/r+fw///mP3wkH27ZtQ2JioveM6aqye+jQIRw8eNDvOFZJmVUdm3rK9RybVtS4cWNceumlOPvss+FyufDZZ5+he/futepMKdTko/+oer/++qsAkKFDhwoAmT17tuJpf/jhB8nJyQn62rFjR9CyFixY4PeY3p9++kksFov8/e9/9xl39+7d8vvvv/sMGzBggGRkZEhBQYF32AsvvCAA5KOPPvIO+/LLLwWALFq0yDuspKREWrdu7fcYaaVl/uc//xEAcsMNN/hMP3r0aImLi5M//vhDRET+9a9/yZo1a3xe8+bNEwAydepUWbNmjZSWlgZdVxT9lOTu5MmT0rx5c6lXr17Ax80rkZeXpyijOTk5UlxcrGkeajL1+++/y+7du32GKc1+UVGRpKamylVXXeUz/Y033iiJiYly4sSJsJW5e/duv+yuWbNGAMigQYNkzZo1cujQIcXrjCLP4XCI3W6XHj16CADZsmWLz+c9evTwfvbUU0/5Te953HxlL730kgDwblf79+8Xk8kkc+fODViPlStXCgD58ssvq63vjh07FOW28qOq1VDaxhUWFsru3bt9HsUdjjxWVt3j548cOeI37OTJk5KVlSVZWVk+wz///HOx2+3Sq1evgI/EJmPQO6P79u2TWbNmybp167zDXn75Zb9tsaLBgwdLs2bNVNX73//+t6Ks/vLLL0HLiuZMVrR69WoBIJ9++qnfZ2fOnJHCwkK/4W+99ZYAkJkzZwYtnyKroKBAmjRpIueff76UlZV5hz/11FMCQN58803vsD59+ojZbJb333/fr5y///3vAkAeeeQRn+EAZNKkSd7/79q1S2bNmiVffPGFd9isWbMEgM82H4ie+70HDhwQq9XqUze32y2XXnqpnHXWWT7r4tChQ7J7926f47jXX39dAMjq1au9w44dOyYpKSly/fXX+8yrXbt20qlTJ58yZ8yYISaTSX788UdNZXbq1EmSk5N91tmGDRsEgCxcuLDaZff8Rrz11lvVjhdt2CllcD179hQAAkD27NlTI3UoKCiQVq1aSaNGjWThwoWyePFiycrKkszMTDl69KjPuADk8ssv9xm2c+dOsdlscv7558tzzz0nDzzwgNjtdunXr5/fvK699lqJi4uT++67T55//nnp2bOnxMXFyeeff665zFtvvVUAyHXXXSfZ2dly7bXXCgC5//77q13uTz/91O/HhWJDsNxdf/31AkCuv/56+cc//lHlywiUZuryyy+Xyn+nUJP97OxsASAjR46U5cuXy8033ywA5KGHHgp7mYFU3pEiY7v00ksFgNhsNr/Oib/97W/ePO7cudNv2mbNmknnzp29uXvxxRfl7rvvFpvNJg0bNpSDBw+KyJ87crt27QpYh5MnT0pcXJzcdddd+i+gSkrbOE87NWvWLJ/h4cjje++9J/PmzZN58+ZJfHy8nH/++d7/f/PNN97xLrjgAhkyZIg89NBDsnz5cpk5c6Y0adJEzGazT3u6b98+qVevniQkJEh2drbf72fFMqnmhZrRQB3HFYWjU0pP0ZxJEfEOHzVqlACQW2+91TvM4+uvv5YGDRrInXfeKUuWLJFnnnlGxo0bJ3FxcdK8eXM5fvy4DmuS9HT33XeL2WyW7du3+wwvKyuTCy64QDIzM70dqYcOHZL27duL2WyWG2+8UZ5//nlZsmSJXHHFFd592oodLyLK9qWUdkrp7b777hMAMnHiRFm+fLkMHjxYAMjKlSt9xhs7dqwAkN9++807rKysTC666CKpU6eOzJkzR7Kzs6Vjx45St25d+emnn3ymf//998VkMsmVV14py5Yt867zCRMm+IynpsxNmzaJxWKRtm3byhNPPCGzZs2SunXrytlnny2nT5/2jvePf/xDhg0bJk888YQsW7ZMrrvuOgEg//d//6fTWjQOdkoZnKcR69atW43W48CBAzJy5EhJTk6WOnXqyFVXXRXwYD1Qp5RI+ZlIPXv2FLvdLmlpaTJp0iSfvzZ5FBcXy5QpUyQ9PV1sNptceOGFsn79+oB1UlpmaWmpzJ49W5o1ayZWq1Vat24tixcvDrrM7JSKXcFy16xZM+8OeHUvI1CaqUCdUiLKsy8ismzZMmnbtq3Ex8dLq1atZPHixeJ2uyNSZmXslIou999/vwCQnj17+n32zjvvCACpW7eu3w6ziH8ezWazNGrUSEaPHi179+71jnfuuedK06ZNq63HFVdcIY0aNRKn0xn6QoVISRtX1QGwiP559OzYB3q9/PLL3vGeeeYZueSSS6Rhw4YSFxcnaWlpcvXVV8vmzZsD1r2qV6BlopoTakajvVNKJHozKSKK9lWOHTsmEydOlHbt2klSUpLEx8dLmzZt5J577ol4hwMFt2PHDrFYLDJ58uSAn2/fvl3MZrPcfffd3mGnT5+W2bNnS8eOHSUhIUHq1q0rF198saxYsSLgtmjkTimXyyUPP/ywNGvWTOLj46Vjx47yz3/+02+8QJ1SIuVnbo0fP14aNGggiYmJcvnll1f5+7NmzRrp3Lmz2Gw2adKkicyYMSPgFTRqyszJyZGLLrpI7Ha7pKamyk033SSHDx/2GWfbtm1y2WWXSf369cVut0unTp1k6dKlivaDo41JpNIdwoiIiIiIiIiIiMKMNzonIiIiIiIiIqKIY6cUERERERERERFFHDuliIiIiIiIiIgo4tgpRUREREREREREEcdOKSIiIiIiIiIiiri4mq6AFm63G4cOHULdunVhMplqujpEUUtEcPr0aWRmZsJsDr2Pmtkk0gezSWQ8zCWRMTGbRMakNJtR2Sl16NAhZGVl1XQ1iGqNAwcOoEmTJiGXw2wS6YvZJDIe5pLImJhNImMKls2o7JSqW7cugPKFS05OruHa+HM6nfj444/Rr18/WK3Wmq6OLgpLC5H5eCYA4NDfDiEpPinIBIVAZvn4zt9/hzUlRf95RAGjbwsFBQXIysryZipURs6m0b8LtTTlhbn0Mvr2wGwaR1gzUCmTH2/Zout6iMb8Gnl7iKVcAsb+LkKlJhvOU6dgbdas/D+HDgFJ1ecoGnOnhJG3B2Yz+oScEw37tLrXwQCMvi0ozWZUdkp5TqNMTk427A9FYmIikpOTDblxaGEptQD28vfJycnBQ2uxeN86k5NhVfA9qZ5HFIiWbUGvU5ONnM1o+S6U0pQX5tIrWrYHZrPmhTUDlTKp93qIxvwafXsAYiOXQHR8F1qpyYbT7YZ36ZOTg3ZKRWPulIiG7YHZjB4h50TDPq3udTCAaNkWgmWTNzonIiIiIiIiIqKIY6cUERERERERERFFXFRevkeRF2eOw51d7/S+Dz5BHFy33479v/+OJnHKNjPV8yCKYZrywlwSqRbWDMTFAXfe+ed7nTG/RIGpykZcHH4bOBBNmzWDRUFOmTui4ELOiYZ9Wt3rQLrh2idFbHE2ZA/OVjGBDe4lS/DtunVoYrOFZx5EMUxTXphLItWUZqD5tA9Vl71vwWAg+39lO52qpw+G+SUKTFU2bDZ8e9ttaDJoECwK7tnC3BEFF3JONOzT6l4H0o3qy/c2b96Mq6++GpmZmTCZTFi7dq3P5+PGjYPJZPJ5DRgwwGecvLw8jBkzBsnJyUhJScH48eNx5syZkBaEiIiIiIiIiIiih+ozpQoLC9GpUyfceuutGD58eMBxBgwYgJdfftn7f1ul3ssxY8bg8OHDyMnJgdPpxC233IKJEydi1apVaqtDESIiOF50HADQMLFh8KdbiADHjiE+P7/8fTjmQRTDNOWFuSRSLZwZaP73D5BaXAAAKKxTFwu7A+fM3gCHq+p57FswWHH5zC9RYKqyIVLebh47BmRkAEFyxNwRBRdyTjTs0+peB9KN6k6pgQMHYuDAgdWOY7PZkJ6eHvCz3bt3Y/369fjqq6/QtWtXAMDTTz+NQYMG4bHHHkNmZqbaKlEEFDmL0OixRgCAM/efCf7IzKIiWM86CwMBOIcMAeLj9Z8HUQzTlBfmkki1cGYgwenAf54eAwDoPGU1AH0f58z8EgWmKhtFRRg4dmz5+zNngKTqc8TcEQUXck407NPqXgfSTVjuKfXZZ5+hUaNGqF+/Pq688krMnz8fDRo0AABs3boVKSkp3g4pAOjTpw/MZjO2bduGa665xq88h8MBh8Ph/X9BQflfFZ1OJ5xhuAdDqDx1MmLdtKq4LE6nE05TkGVzOr271k6nU9G9MlTPIwoYfVsItV7RlE2jfxdqacoLc+ll9O2B2TQOpRmwWdT/pbbiNDaz+PyrpD7BRGN+jbw9xFIuAWN/F6FSkw2nyrYzGnOnhJG3B2Yz+oScEw37tLrXwQCMvi0orZfunVIDBgzA8OHD0aJFC/zyyy+YPn06Bg4ciK1bt8JisSA3NxeNGjXyrURcHFJTU5GbmxuwzEceeQRz5szxG/7xxx8jMTFR70XQTU5OTk1XQTclrhLv+w0bNsBusVc7vqWkBFf97/2mTZvgslc/vpZ5RBOjbgtFRUUhTR+N2TTqd6GWlrwwl/6Muj0wm8ahNAMLu6kv21Li8r6feYEbLgDzurqrnWbdunWKy4/m/Bpxe4jFXALG/C5CpSYbFdvODRs2BG07ozl3Shhxe2A2o0+oOdGyT6t3HYzEqNuC0myaRDRehAnAZDJhzZo1GDZsWJXj/Prrr2jVqhU++eQT9O7dGw8//DBeeeUV/Pzzzz7jNWrUCHPmzMEdd9zhV0ag3uusrCwcP34cycnJWqsfNk6nEzk5Oejbty+sCp7SEQ0KSwtR/7H6AICTU04GP72xsBDW+uXjFx09CmtKiv7ziAJG3xYKCgrQsGFD5Ofna8pSNGXT6N+FWprywlx6GX17YDaNQ2kGzpm9QXXZCaUl2PXYtQCA7lPfxPSe8Zi5wwyHu+r7Wnw/u7/i8qMxv0beHmIpl4Cxv4tQqcmG89QpJP7vD+rOkyeDXr4XjblTwsjbA7MZfULOiYZ9Wt3rYABG3xaUZjMsl+9V1LJlSzRs2BB79+5F7969kZ6ejqNHj/qMU1ZWhry8vCrvQ2Wz2fxulg4AVqvVkCvfw+j1U8Mqfy6HouWyqhxfyzyiiFGXJ9Q6RWM2jVw3NTTlhbn0Y9RlYjaNQ2kGqrs5eVXMFabxdEQ53KZqy1KzjqI5v0asbyzmEjB+/bRQlY1KbSeCrItozp0SRlwmZjP6hJwTDfu0utfBQIxaf6V1Moe5Hjh48CBOnDiBjIwMAECPHj1w6tQp7Ny50zvOpk2b4Ha70b1793BXh4iIiIiIiIiIDED1mVJnzpzB3r17vf//7bffsGvXLqSmpiI1NRVz5szBiBEjkJ6ejl9++QVTp05F69at0b9/+enm7du3x4ABAzBhwgQsXboUTqcTkydPxqhRo/jkPSIiIiIiIiKiGKG6U2rHjh3o1auX9//33nsvAGDs2LF47rnn8O233+KVV17BqVOnkJmZiX79+mHevHk+p0SuXLkSkydPRu/evWE2mzFixAgsWbJEh8WhcIkzx2Fsp7He98EniIP7pptw8OBBZMQp28xUz4MohmnKC3NJpFo4M+AyW/DWOb0BAGVmi65lA8wvUVVUZSMuDvt79UKTJk1gVtB2MndEwYWcEw37tLrXgXSjeu1fccUVqO7e6Bs2BL/RZ2pqKlatWqV21lSDbHE2rBi2QsUENrhefBFfr1uHjADXaOsyD6IYpikvzCWRauHMQGmcFVMG/7V8PhYB4Kp+ApWYX6LAVGXDZsPXf/kLMgYNglnB/VGYO6LgQs6Jhn1a3etAugn7PaWIiIiIiIiIiIgq43lqpIiIoMhZBABItCbCZArylCERoLAQlpKS8vfhmAdRDNOUF+aSSLWwZkAECc7yx5C77fH6lestnvklCkRVNkTK283CQqBePSBIjpg7ouBCzomGfVrd60C6YacUKVLkLEKdR+oAAM7cfwZJ8UlBJiiCtX59XAXAefIkEB98Z1v1PIhimKa8MJdEqoUzAwlOB3YvHgkA6DxlNQB9H+fM/BIFpiobRUW4atSo8vdnzgBJ1eeIuSMKLuScaNin1b0OpBtevkdERERERERERBHHTikiIiIiIiIiIoo4dkoREREREREREVHEsVOKiIiIiIiIiIgijp1SREREREREREQUceyUIiIiIiIiIiKiiIur6QpQdLCYLRjZYaT3ffAJLHAPH47DubloZFEwvpZ5EMUwTXlhLolUC2cG3GYzPmx7MQDAZdb/74TML1FgqrJhseCPnj2RkZ4Os4K2k7kjCi7knGjYp9W9DqQbdkqRIvY4O1Zfu1rFBHa4Xn8dO9atwyC7PTzzIIphmvLCXBKpFs4MOOLiMWnY/QAAm0UAuHQtn/klCkxVNux27Jg6FYMGDYLZatW3bKIYFXJONOzT6l4H0g0v3yMiIiIiIiIioohjpxQREREREREREUUcL98jRQpLC1HnkToAgDP3n0FSfFKQCQphrVMHQwE4T54EUlL0nwdRDNOUF+aSSLVwZiChtAS7F5ffz6LzlNUAgl8apAbzSxSYqmwUFmLosGEAgPZ/fQvF8eWXCu1bMDj0soliVMg50bBPq3sdSDc8U4qIiIiIiIiIiCKOnVJERERERERERBRx7JQiIiIiIiIiIqKIY6cUERERERERERFFHG90TkRERBQlmk/7UPG4bpQACWGsDBEREVGIeKYUERERERERERFFHM+UIkUsZgsGtRnkfR98AgvcAwfi6NGjaGBRML6WeRDFME15YS6JVAtnBtxmMza17AoAcJn1/zuhCWYkuLqiV7tGzC9RBapybbEgt0sX/HTKBLeCnLLdJAou5Jxo2KfVvQ6kG3ZKkSL2ODs+vEH5JQOw2+F6911sW7cOg+z28MyDKIZpygtzSaRaODPgiIvHrdfOBgDYLALApWv5JsSjUelsfHjDYF3LJYp2qnJtt2PbzJmYut0Ch8ukb9lEMSrknGjYp9W9DqQbdkoRERERERHB/75tNotgYbcaqgwRUQzgPaWIiIiIiIiIiCji2ClFihSWFiLp4SQkPZyEwtJCBRMUIi4lBYOvvx4oVDC+lnkQxTBNeWEuiVQLZwYSSkvw4xMj8OMTI5BQWqJr2UD50/f220cwv0SVqMl1QmkJBl9/Pb5eNFJRTtluEgUXck407NPqXgfSjepOqc2bN+Pqq69GZmYmTCYT1q5d6/O5iODBBx9ERkYGEhIS0KdPH+zZs8dnnLy8PIwZMwbJyclISUnB+PHjcebMmZAWhMKvyFmEImeR4vFNRUWIczjCOg+iWKYlL55cXvjQJ4ofLc9cUqwLZwYSnQ4kOtW1lWqIycH8EgWgJtdxDv+cNp/2od9LS9lEsSrUnGg51tS7DqQP1Z1ShYWF6NSpE7KzswN+vnDhQixZsgRLly7Ftm3bkJSUhP79+6Ok5M+/LIwZMwY//PADcnJy8MEHH2Dz5s2YOHGi9qUgIiIiIiIiIqKoovpG5wMHDsTAgQMDfiYiePLJJzFjxgwMHToUAPDqq6+icePGWLt2LUaNGoXdu3dj/fr1+Oqrr9C1a/ljkJ9++mkMGjQIjz32GDIzM/3KdTgccFToBS0oKAAAOJ1OOJ1OtYsQdp46GbFuWlVcFqfTCacpyLI5nbBWnFbBulA9jyhg9G0h1HpFUzaN/l2opSkvFXJpMwtsFgm6PmpjLgHjbw/MpnEozUD50/PUqTiNzSw+/+rBjT/Lipb8Gnl7iKVcAsb+LkJVXa4rZ9km4vOZu5qsV/4uoyV3Shh5e2A2o0/IOdFwrKl7HQzA6NuC0nrp+vS93377Dbm5uejTp493WL169dC9e3ds3boVo0aNwtatW5GSkuLtkAKAPn36wGw2Y9u2bbjmmmv8yn3kkUcwZ84cv+Eff/wxEhMT9VwEXeXk5NR0FXRT4vrzTLcNGzbAbqn+0ZuWkhJc9b/3mzZtgkvBozrVziOaGHVbKCoK7XTVaMymUb8LtbTkpWIuZ17ghsvuwrp163SfTzQx6vbAbBqH0gxoeTqXpcTlfT/zAjdcAOZ1dasvqAolLhdGfVf+Ptrya8TtIRZzCRjzuwhVdbmunGVLyZ+ZnN/VBZfdhaqsW7eO7WYNYDajT6g50XKsqXcdjMSo24LSbOraKZWbmwsAaNy4sc/wxo0bez/Lzc1Fo0aNfCsRF4fU1FTvOJXdf//9uPfee73/LygoQFZWFvr164fk5GQ9F0EXTqcTOTk56Nu3L6xWa/AJokBhaSHwvx3b/v37Iyk+KcgEf94s7sorr4Q1JUX/eUQBo28Lnr8EaRVN2TT6d6GWprxUyOW8/5hxKs4ScLTvZ/cPbT5RwOjbA7NpHEozcM7sDarLTii1eHeq5/3HjOk9gZk7zHC4TRpr68sNCxBf/j5a8mvk7SGWcgkY+7sIVXW5rpzllDKzN6czdlhQHB+47QTK20+2m5HHbEafkHOi4VhT9zoYgNG3BaXZ1LVTKlxsNhtsNpvfcKvVasiV72H0+qlhlT+XQ9FyWVWOr2UeUcSoyxNqnaIxm0aumxqa8lJhHIfbBIcr8IFvxbJqcy4B4y4Ts2kcSjNQVZ6qY64wjacjqrpsquXGn+UYdf1WxYj1jcVcAsavnxbV5bpy/ip2Ejtc1efTarWy3awBzGb0CTknGo41da+DgRi1/krrpGunVHp6OgDgyJEjyMjI8A4/cuQIOnfu7B3n6NGjPtOVlZUhLy/POz0Zj9lkxuXNLve+Dz6BGe7LLkPeiROoZ1Z2P33V8yCKYZryYjZjW9Nz0KquwG1SdtDLXFKsC2cG3CYTvsw6x/tefybYXOfgopYNmF+iCtTk2m0y4XjHjvjltElRTtluEgUXck40HGvqXgfSja6dUi1atEB6ejo2btzo7YQqKCjAtm3bcMcddwAAevTogVOnTmHnzp3o0qULgPLrQN1uN7p3765ndUhHCdYEfDbuMxUTJMD1ySfYsm4dBiUkhGceRDFMU14SEnDzjY9gYTcXHNstQNW3xQhtPkS1SDgz4LDaMOqGBQA8N1dWEEoVzLAhvXQBPhs3WNdyiaKdmlw7rDZseeghTN1uUXQWI9tNouBCzomGY03d60C6Ud0pdebMGezdu9f7/99++w27du1CamoqmjZtinvuuQfz589HmzZt0KJFC8ycOROZmZkYNmwYAKB9+/YYMGAAJkyYgKVLl8LpdGLy5MkYNWpUwCfvERERERERERFR7aO6U2rHjh3o1auX9/+em8KNHTsWK1aswNSpU1FYWIiJEyfi1KlTuOSSS7B+/XrYK9wRf+XKlZg8eTJ69+4Ns9mMESNGYMmSJTosDhERERERERERRQPVnVJXXHEFRKTKz00mE+bOnYu5c+dWOU5qaipWrVqldtZUgwpLC9H8qeYAgH1/2afo6XtxzZtjQGkp8PvvgMKn76maB1EM05SXwkJsXTwGSVZg1sQX4bAEP92ZuaRYF84MJJSW4N9LbwUA9J70IgB9b1LqRgn+sN+KtEXxzC9RBWpynVBaggE3j8elTuDi219CcXz1j41nu0kUXMg50XCsqXsdSDdR8fQ9MobjRcdVjW86fhw2AM4wzoMolmnJS2pxAVAc/vkQRbPm0z70vnejBMcTyjPQ/sH1MKP6A1K1GhSH9ijzYNymAhwvCussiKKSmrbNVlAA/2ez6VM2UawKNSdajjX1rgPpg51SRES1VMUDa6D8r727a6guRERERERElbFTiiKm4gHyvgV8EhARERERERFRLDPXdAWIiIiIiIiIiCj2sFOKiIiIiIiIiIgijp1SREREREREREQUcbynFCliNpnRNbOr933wCcxwd+mC/Px81DEr6/tUPQ+iGKYlL26TCd9ltEaTpPL34ZoPUe1iQry7jfe9ntwmE75Jb+N9r7/yup/XpB7zS1SBmrbNbTLhZOvWOFioLKdsN4mCCzknGo41da8D6YadUqRIgjUBX034SsUECXBt3YrN69ZhUEJCeOZBFMO05MVhtWHkLYuxsJsLju0WwBWe+RDVJmbYkOFYHJayHVYbho4tL9tmESgKpQqeun81gQ8XIarI07Y1n/Yh2s/cVO24DqsNmx97DFO3W+BwBe+UYrtJFFzIOdFwrKl7HUg37BIkIiIiIiIiIqKIY6cUERERERERERFFHC/fI0WKnEXokN0BAPDjpB+RaE0MMkER4jp0QN+iImDPHqBePf3nQRTDtOTF7izBJ0vvROpygX3cs3CYA5/u3Hzah973bpTAnP43VfMhqk3cKMEh250AgEzHszDDrlvZdmcJPnmhvOzBt2UDsOpWNvBn3Zs/mcD8ElXgaUMP2oqD5truLEHfCXdiY6kJfcY/ixJr1eM2n/ahz29GwYzfmDuiAEI+7tNwrKl7HUg37JQiRUQEv+f/7n2vYAKYfv8diQCcSsbXMg+iGKYlLyYBmuQf9b5XirmkWOcyHw1LuSYBmhSoz6QaLvNR/J7P/BJV5G1DFVwzYhIg8dgxJEJ5Tj2/GcwdUWAhH/dpONbUvQ6kG16+R0REREREREREEcdOKSIiIiIiIiIiijh2ShERERERERERUcTxnlIUdhc+9AlOWXxvqFzxRsr7FgyOdJWIiIiIiIiIqIaxU4qIqJao2NlLRFRR+wfXq35yIP9oREREROHGTilSxGQyoUNaB+/76jSf9iHszhK83zALjRMAqX50TfMginVa8iImYI/KXAJgLinmWd1Nw1KumID/NmjqfR8O4ao7UTTztKF7jpwJOq6YgIKsLBwpVp5TT+7YbhIFFvJxn8kEad8ep8+cQYLGnPHY0zjYKUWKJFoT8cOdPygev8Rqx1UTn8XCbi6UbLcALv3nQRTLtORFSy7NsDOXFNPMsCPT8WxYyi6x2tHv/8rLtlkEikKpQjjrThTNPG2okjOMS6x2fPr005i63QKHK/iBa8XcJVoTQ64rUW0U8nFfYiLKvvkGn65bh0GJ2nLGY0/jYKcUERERERERERlaxY5km0WwsFsNVoZ0w6fvERERERERERFRxPFMKVKkyFmEC5dfCAD4asJXQU9HtjtL8P6Lf0XjfwD2UU/AYU6odnwt8yCKZVryoiWXbpSg47MdVc2HqDZxowS5tnsBAOmOJ1TfLLw6dmcJ3nulvOxrb30cgFW3soHw1p0omnna0EO2M0GzYXeWoNdd9+KDYuDqmxejxFp9jirmrsi5m+0mUQChHvdV3KftusWJ/AD7tMEe1sFjT+NgpxQpIiL48diP3vfBmARoc/yA93045kEUy9rN/AgHEn70vldysKkllwCYS4p5TvP+sJRrEuDsE/u978MhXHUnijYVL/txo6S8DVVwzYhJgOQDB5AM5Tn15C5Q+8ynWhKFftyndZ9WzzqQfnj5HhERERERERERRZzunVKzZ8+GyWTyebVr1877eUlJCSZNmoQGDRqgTp06GDFiBI4cOaJ3NSiKNJ/2IZpP+xDtH1xf01UhIiIiIiIioggJy5lSHTt2xOHDh72vf//7397P/vrXv+L999/H6tWr8fnnn+PQoUMYPnx4OKpBREQ6av/gekWPzyYiIiIiIlIiLPeUiouLQ3p6ut/w/Px8vPjii1i1ahWuvPJKAMDLL7+M9u3b48svv8RFF10UsDyHwwGHw+H9f0FBAQDA6XTC6XSGYQlC46mTEeumVcVlcTqdcJqqXjabRWCz/Hldrs3s+/+quPHnOMHmES2Mvi2EWq9oyqbRvwu1fDJmEZgRPGOh5tIzn9qwDo2+PTCb+jln9gbV09gsf74PlAG9VM5kxX/1EGrda2JbMXI2YymXgLG/Cy0q5k1NNmziO647SNsZrOxoXZ9G3h6Yzeij5tiyIk+OlezTBls/WutgJEbfFpTWKyydUnv27EFmZibsdjt69OiBRx55BE2bNsXOnTvhdDrRp08f77jt2rVD06ZNsXXr1io7pR555BHMmTPHb/jHH3+MxETj3iU/JyenpqugmxJXiff9hg0bYLdUfVPlhd0AS4nL+/+ZF7jhsruqHP/Pebgw6jtl84g2Rt0WioqKQpo+GrNp1O9Crfld/szL/C4u2C3BMxZqLj3zWbdunaY6G5FRtwdmUz8Lu4U2faAM6MUvkwDmdXXrVn6oda/JrBsxm7GYS8CY34UWFX8L1GTDUvJnJud3dQVtO4OVHe1tqBG3B2Yz+qg5tqzIk2Ml+7TBsqa1DkZk1G1BaTZNovOt5j/66COcOXMGbdu2xeHDhzFnzhz88ccf+P777/H+++/jlltu8emJBoBu3bqhV69eePTRRwOWGaj3OisrC8ePH0dycrKe1deF0+lETk4O+vbtC6tV38c715QiZxE6LesEAPhm4jfVPjLznNkbYHeWYN2ySagfL7ji1meRryDkbpTAmTZF0TyihdG3hYKCAjRs2BD5+fmashRN2TT6d6FWh9nvYp91EgCguTNb0dP3tOay8ny+n90/tMobgNG3B2ZTP1rOlKooUAb0YneW4MNl5WUPvz0bD/SwYuYOMxxuky7lh1r3msi6kbMZS7kEjP1daFHxt0BNNuq5SvDZS3fiZKkJgyZmo8RafY6ClR2tbaiRtwdmM/ooPbasqg1Xsk8bLGsV96WPT/1vVB57Gn1bUJpN3c+UGjhwoPf9eeedh+7du6NZs2Z48803kZCQoKlMm80Gm83mN9xqtRpy5XsYvX5KVLx/zL4F+6oY7vtoW4fLBIc5AVdOehELu7mQv90Ch0vJDnYC9t2zL+hY0cio20KodYrGbBq5bmo4XQk4y/VS+XuF02jNZeX51Ib152HU7YHZ1I+y7bw66rOmlMOcgEtuLy+7/NIDFxxukw519git7jW5rRhxW43FXALGr59SvrlSno18ix05y5djqqfdDHrCYfVlR/u6NOL2wGxGn3rWelUe9/nevzRwe6hkn7bNzI99/l/5mLXivnS9xHrKK29ARt0WlNYpLJfvVZSSkoKzzz4be/fuRd++fVFaWopTp04hJSXFO86RI0cC3oOKiIiIiIiIiGonPkSHwt4pdebMGfzyyy+46aab0KVLF1itVmzcuBEjRowAAPz888/Yv38/evToEe6qUJjwh4SIiIiIiIiI1NK9U2rKlCm4+uqr0axZMxw6dAizZs2CxWLB6NGjUa9ePYwfPx733nsvUlNTkZycjLvuugs9evSo8ibnZAxuOHDh8gsBAJvHbQ46vs3pwFuv/h1N3gRs1yyAw6zk3jW+80iwarvckygWuOHAEds0AEBjxwKY4X/aeWVac6l2PkS1STgzYHM68Oaq8rJvuukR6L1bxvwSBaYmGzanA5dNmYa3CoGRox+Fw1p9jpg7ouCKncW4bMVlAAA37ledEy37tJVVzGqx80oee9Yg3TulDh48iNGjR+PEiRNIS0vDJZdcgi+//BJpaWkAgMWLF8NsNmPEiBFwOBzo378/nn32Wb2rQboT7Di0AwDQdua6oDdLNYvg3MN7ve/VzsMt+j19iKh2EpSa93jfK6E1l2rnQ1S7hC8DZhF0yt3jfa8/5pcoMOXZMIug/t69qA+lOWXuiIJxi9t73JelISfa9mkr+zOrPPasWbp3Sr3++uvVfm6325GdnY3s7Gy9Z01ERERERERERFHCXNMVICIiIiIiIiKi2BP2G50TadH+wfXYv2BETVeDiIiIiIiIohwfzmVcPFOKiIiIiIiIiIgijmdKERGRKoH+0rRvweAaqAkREVFgPCuCiCg6sFOKFDNLsqrx8xKSkWQN7zyIYpmWvDCXROqFMwMnEsKbL+aXKDA12XAkJ6PQGZ6yiWq7QB3EbpTAbA8tJ1r2aStjVo2BnVKkiBl2ZJWsUjx+cbwdPf66Egu7uVC83QK49J8HUSzTkhfmkki9cGagON6OLneXl22zCBSFUgXmlygwNdkojrdj/auvYup2Cxwuk65lE8WqUHOiZZ+2ujokxSdprguFjp1SRERERERERETwP7uLt6kIL3ZKEREZEBtDIiIiIiKq7dgpRX4CX/frwNH4WQCARqVzYIat2jJsTgdefW0WWr0rsA2aA4fZHnS+lefBg3KiqqnNJKBPLpXMhyhcauLGxeHMgM3pwCury8ueOGo29N4tC7XuWtY322qKBmqyYXM6cPEDs/DqaRNuHjkHDmv1OWK7SRS8/Qg1J1r2aaurQ7HzSiRYE1SXQfpgpxQpJHBYvve+D8Ysgu77y8c3Dww+vpZ5EMU29XlhLom0CF8GzCK46MD33vf6Y36JAlOeDbMIGv7wAxpCaU6ZO6LgQsuJtn3aquvgFrfGMkgP7JQiIooCfLQ1ERERERHVNuaargAREREREREREcUenilFREREREQUAYHOfOa92IiMjfc6Di92ShERERERERFRTGr/4HqYof5m6aQPdkoREVHIlNzzin9VIqr9+MQ+IiIiUoOdUgRA2U6kSdQ9qrPIakO8yruWqZ0HUW2g9SbmWvLCXBKpF84MFAV5vHyomF+iwNRko8xmQ6mKh3Mxd0TBhZoTLfu0eteB9MFOKVLEDDualrytePzieDvOv+8tLOzmQvF2C+DSfx5EsUxLXphLIvXCmYHieDs63Ftets0iUBRKFZhfqo30eBqtmmwUx9vx4RtvYOp2Cxwuk65le/A+UxRrQm2ftOzT6l0H0g87pShqVGyw2VATERERERHVPD06i6NJdcelvCm6eiGe8EZERERERERERKQez5QiRQSlOBb/MAAgrXQ6TIivdnxbWSmef+thtNsgiO89HQ5T8Ot11c6DKJZpyQtzSUbi+UuizSJY2A04Z/YGRZfGRFo4M2ArK8Vza8rL/svI+wFYdCsbYH6JqqImG/Flpeg+72E8f8qE24ZNhyOu+hwxd0TBhZoTLfu0eteB9MNOKVJE4EaxZYf3fbDDBrPbjSt+KR/f0sutaD9b7Tw8qjpdlKdKklHpcYqzlrxEMpdEtUU4M2B2u3Hlr//LpNsN/TulmF+KbuG6JEhNNixuN9J37kQ6yjOrZ9nV4X2mqDYLNSda9mn1rgPph51SMSrWrvsloprHa+yJiIiIohPv70vhwk4pigk8GKZIYYcvERERERldKMdH3N/9U7B1wc684NgpVQtxwy9X3Q8E1xERkX64c0pERGR8atprtu0UKTXWKZWdnY1FixYhNzcXnTp1wtNPP41u3brVVHUMRekPgJLOlNr6Y1Jbl4uiD7dF7bSsO3Yihx+3aYq0ituc0W58z98cMhLeZ4rCie1/+AU7Oy1Wr+6pkU6pN954A/feey+WLl2K7t2748knn0T//v3x888/o1GjRjVRpajEHw598KwpIiIiIopGsXoQW9uE63iEx4sUDWqkU+qJJ57AhAkTcMsttwAAli5dig8//BAvvfQSpk2b5je+w+GAw+Hw/j8/Px8AkJeXB6fTGZlKq3DZo59gxvludH7gHTjcJmy7v3fQabo/stH73ojXVApKgJLy99ayQpjgqnb8uLISFHjeOwsRJ0qeVqJuHuFw4sQJ7/uK30nF77Cq4YE4nU4UFRXhxIkTsFqtOtZUH6dPnwYAiIim6aMpm8G+i4rfq4eS7MaVFepSP7W05CVac1lRxYyGIlaz2fmBd2C2JVY7baTboDi3oKjIjTinGS53zZ8ZU1k4M1A5k0VF8bquB6PlVwmjbQ8Vf3Niqc0Ewvs7qbTNDVcbqyYbcWXFf+a0rBBx5upzVNO5C9ROat3HqUiP7UGPegRSG7JZcVsPtq+j5ruoqf3UYELNiZZ9Wr3roIfK33Xl76v1lDernHbb/b1rz/6sRJjD4RCLxSJr1qzxGX7zzTfLkCFDAk4za9YsAcAXX3yF6XXgwAFNeWY2+eIrvC9mky++jPdiLvniy5gvZpMvvoz5CpZNk4jGLmWNDh06hLPOOgtffPEFevTo4R0+depUfP7559i2bZvfNJV7r91uN/Ly8tCgQQOYTDX/V7TKCgoKkJWVhQMHDiA5Obmmq1NjuB6Mvw5EBKdPn0ZmZibMZrPq6aMpm0b/LiKF66Gc0dcDsxl7uB7KGXk9xFIuAWN/F5HE9VDOyOuB2YxNXA/GXwdKs2nEK8X82Gw22Gw2n2EpKSk1UxkVkpOTDblxRBrXg7HXQb169TRPG43ZNPJ3EUlcD+WMvB6YzdjE9VDOqOsh1nIJGPe7iDSuh3JGXQ/MZuziejD2OlCSTfVdySFq2LAhLBYLjhw54jP8yJEjSE9Pj3R1iIiIiIiIiIioBkS8Uyo+Ph5dunTBxo1/3ujO7XZj48aNPpfzERERERERERFR7VUjl+/de++9GDt2LLp27Ypu3brhySefRGFhofdpfNHOZrNh1qxZfqeBxhquB64DI+F3UY7roRzXg3HwuyjH9VCO68E4+F2U43oox/VgHPwuynE91J51EPEbnXs888wzWLRoEXJzc9G5c2csWbIE3bt3r4mqEBERERERERFRhNVYpxQREREREREREcWuiN9TioiIiIiIiIiIiJ1SREREREREREQUceyUIiIiIiIiIiKiiGOnFBERERERERERRRw7pTTIy8vDmDFjkJycjJSUFIwfPx5nzpypdpqSkhJMmjQJDRo0QJ06dTBixAgcOXLEZxyTyeT3ev3118O5KKpkZ2ejefPmsNvt6N69O7Zv317t+KtXr0a7du1gt9tx7rnnYt26dT6fiwgefPBBZGRkICEhAX369MGePXvCuQi60Hs9jBs3zu97HzBgQDgXodZiNplNZtN4YjWXALPpwWwaU6xmk7ksx1waF7PJbMZcNoVUGzBggHTq1Em+/PJL+de//iWtW7eW0aNHVzvN7bffLllZWbJx40bZsWOHXHTRRdKzZ0+fcQDIyy+/LIcPH/a+iouLw7koir3++usSHx8vL730kvzwww8yYcIESUlJkSNHjgQcf8uWLWKxWGThwoXy448/yowZM8Rqtcp3333nHWfBggVSr149Wbt2rXzzzTcyZMgQadGihWGWOZBwrIexY8fKgAEDfL73vLy8SC1SrcJsMpvMpvHEYi5FmE0PZtO4YjGbzGU55tLYmE1mM9ayyU4plX788UcBIF999ZV32EcffSQmk0n++OOPgNOcOnVKrFarrF692jts9+7dAkC2bt3qHQZA1qxZE7a6h6Jbt24yadIk7/9dLpdkZmbKI488EnD86667TgYPHuwzrHv37nLbbbeJiIjb7Zb09HRZtGiR9/NTp06JzWaT1157LQxLoA+914NI+Q/F0KFDw1LfWMJslmM2yzGbxhCruRRhNj2YTWOK1Wwyl+WYS+NiNssxm+ViJZu8fE+lrVu3IiUlBV27dvUO69OnD8xmM7Zt2xZwmp07d8LpdKJPnz7eYe3atUPTpk2xdetWn3EnTZqEhg0bolu3bnjppZcgIuFZEBVKS0uxc+dOn/qbzWb06dPHr/4eW7du9RkfAPr37+8d/7fffkNubq7POPXq1UP37t2rLLOmhWM9eHz22Wdo1KgR2rZtizvuuAMnTpzQfwFqOWazHLNZjtk0hljMJcBsejCbxhWL2WQuyzGXxsZslmM2y8VKNuNqugLRJjc3F40aNfIZFhcXh9TUVOTm5lY5TXx8PFJSUnyGN27c2GeauXPn4sorr0RiYiI+/vhj3HnnnThz5gzuvvtu3ZdDjePHj8PlcqFx48Y+wxs3boyffvop4DS5ubkBx/csr+ff6sYxmnCsBwAYMGAAhg8fjhYtWuCXX37B9OnTMXDgQGzduhUWi0X/BamlmM0/MZvlmM2aF4u5BJhND2bTuGIxm8xlOebS2JjNPzGb5WIhm+yU+p9p06bh0UcfrXac3bt3h7UOM2fO9L4///zzUVhYiEWLFtX4DwWF16hRo7zvzz33XJx33nlo1aoVPvvsM/Tu3bsGa2YMzCbVFGazaswl1SRms2rMJtUU5rJ6zCbVlGjIJi/f+5+//e1v2L17d7Wvli1bIj09HUePHvWZtqysDHl5eUhPTw9Ydnp6OkpLS3Hq1Cmf4UeOHKlyGgDo3r07Dh48CIfDEfLyhaJhw4awWCx+T3Corv7p6enVju/5V02ZNS0c6yGQli1bomHDhti7d2/ola4FmM2qMZvlmM3IYy6rx2yWYzYjj9msGnNZjrmsGcxm1ZjNcrGcTXZK/U9aWhratWtX7Ss+Ph49evTAqVOnsHPnTu+0mzZtgtvtRvfu3QOW3aVLF1itVmzcuNE77Oeff8b+/fvRo0ePKuu0a9cu1K9fHzabTb8F1SA+Ph5dunTxqb/b7cbGjRurrH+PHj18xgeAnJwc7/gtWrRAenq6zzgFBQXYtm1bteukJoVjPQRy8OBBnDhxAhkZGfpUPMoxm1VjNssxm5HHXFaP2SzHbEYes1k15rIcc1kzmM2qMZvlYjqbNXqb9Sg1YMAAOf/882Xbtm3y73//W9q0aePzmM6DBw9K27ZtZdu2bd5ht99+uzRt2lQ2bdokO3bskB49ekiPHj28n7/33nuyfPly+e6772TPnj3y7LPPSmJiojz44IMRXbaqvP7662Kz2WTFihXy448/ysSJEyUlJUVyc3NFROSmm26SadOmecffsmWLxMXFyWOPPSa7d++WWbNmBXxMZ0pKirz77rvy7bffytChQ6PiMZ16rofTp0/LlClTZOvWrfLbb7/JJ598IhdccIG0adNGSkpKamQZoxmzyWwym8YTi7kUYTY9mE3jisVsMpflmEtjYzaZzVjLJjulNDhx4oSMHj1a6tSpI8nJyXLLLbfI6dOnvZ//9ttvAkA+/fRT77Di4mK58847pX79+pKYmCjXXHONHD582Pv5Rx99JJ07d5Y6depIUlKSdOrUSZYuXSoulyuSi1atp59+Wpo2bSrx8fHSrVs3+fLLL72fXX755TJ27Fif8d988005++yzJT4+Xjp27Cgffvihz+dut1tmzpwpjRs3FpvNJr1795aff/45EosSEj3XQ1FRkfTr10/S0tLEarVKs2bNZMKECd4fHlKH2WQ2mU3jidVcijCbHsymMcVqNpnLcsylcTGbzGasZdMkYoDnQBIRERERERERUUzhPaWIiIiIiIiIiCji2ClFREREREREREQRx04pIiIiIiIiIiKKOHZKERERERERERFRxLFTioiIiIiIiIiIIo6dUkREREREREREFHHslCIiIiIiIiIioohjpxQREREREREREUUcO6WIiIiIiIiIiCji2ClFREREREREREQRx04pIiIiIiIiIiKKuP8H+F8CIUOxzg8AAAAASUVORK5CYII=\n" }, "metadata": {} } ], "source": [ "# distributions of returns\n", "\n", "daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", "\n", "fig, ax = plt.subplots(6, 5, figsize=(12, 10), sharex=True, sharey=True)\n", "ax = ax.flatten()\n", "\n", "for a, s in zip(ax.flatten(), daily_returns.columns):\n", " daily_returns[s].hist(ax=a, lw=1, grid=True, bins=50)\n", " mean_return = daily_returns[s].mean()\n", " mean_absolute_deviation = abs((daily_returns[s] - mean_return)).mean()\n", " a.set_title(f\"{s} = {mean_return:0.5f}\")\n", " a.set_xlim(-0.08, 0.08)\n", " a.axvline(mean_return, color=\"r\", linestyle=\"--\")\n", " a.axvline(mean_return + mean_absolute_deviation, color=\"g\", linestyle=\"--\")\n", " a.axvline(mean_return - mean_absolute_deviation, color=\"g\", linestyle=\"--\")\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "id": "rsGBcbq1L4DC" }, "source": [ "### Mean Absolute Deviation\n", "\n", "The mean absolute deviation (MAD) for asset $j$ is\n", "\n", "$$\\text{MAD}_j = \\frac{1}{T} \\sum_{t=1}^T | r_{j,t} - \\bar{r}_j |$$\n", "\n", "where $T$ is the period under consideration. The mean daily return and the mean absolute deviation in daily return are computed and plotted in the following cell. The side by side comparison provides a comparison of return vs volatility for individual assets." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 891 }, "id": "X8Rv9KwYL4DC", "outputId": "73c544d7-33a1-4177-c27e-b7836e7b5ec7" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ], "source": [ "# bar charts of mean return and mean absolute deviation in returns\n", "\n", "daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", "mean_return = daily_returns.mean()\n", "mean_absolute_deviation = abs(daily_returns - mean_return).mean()\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 0.35 * len(daily_returns.columns)))\n", "mean_return.plot(kind=\"barh\", ax=ax[0], title=\"Mean Return\")\n", "ax[0].invert_yaxis()\n", "mean_absolute_deviation.plot(kind=\"barh\", ax=ax[1], title=\"Mean Absolute Deviation\")\n", "ax[1].invert_yaxis()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 564 }, "id": "S4s4c4SrL4DD", "outputId": "12b38d01-8de2-4522-ce66-59eccfac059d" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ], "source": [ "# plot return vs risk\n", "daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", "mean_return = daily_returns.mean()\n", "mean_absolute_deviation = abs(daily_returns - mean_return).mean()\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 6))\n", "for s in assets.keys():\n", " ax.plot(mean_absolute_deviation[s], mean_return[s], \"s\", ms=8)\n", " ax.text(mean_absolute_deviation[s] * 1.03, mean_return[s], s)\n", "\n", "ax.set_xlim(0, 1.1 * mean_absolute_deviation.max())\n", "ax.axhline(0, color=\"r\", linestyle=\"--\")\n", "ax.set_title(\"Daily return versus mean absolute deviaion\")\n", "ax.set_xlabel(\"Mean Absolute Deviation in Daily Returns\")\n", "ax.set_ylabel(\"Mean Daily Return\")\n", "ax.grid(True)" ] }, { "cell_type": "markdown", "metadata": { "id": "FuFFkAn4L4DE" }, "source": [ "## Analysis of a portfolio of assets" ] }, { "cell_type": "markdown", "metadata": { "id": "cFWVDfhQUEtS" }, "source": [ "### Return on a portfolio\n", "\n", "Given a portfolio with value $W_t$ at time $t$, return on the portfolio at $t_{t +\\delta t}$ is defined as\n", "\n", "$$\n", "\\begin{align*}\n", "r_{t + \\delta t} & = \\frac{W_{t + \\delta t} - W_{t}}{W_{t}}\n", "\\end{align*}\n", "$$\n", "\n", "For the period from $[t, t+\\delta t)$ we assume there are $n_{j,t}$ shares of asset $j$ with a starting value of $S_{j,t}$ per share. The initial and final values of the portfolio are then\n", "\n", "$$\n", "\\begin{align*}\n", "W_t & = \\sum_{j=1}^J n_{j,t}S_{j,t} \\\\\n", "W_{t+\\delta t} & = \\sum_{j=1}^J n_{j,t}S_{j,t + \\delta t}\n", "\\end{align*}\n", "$$\n", "\n", "The return of the portfolio is given by\n", "\n", "$$\n", "\\begin{align*}\n", "r_{t+\\delta t} & = \\frac{W_{t + \\delta t} - W_{t}}{W_{t}} \\\\\n", "& = \\frac{\\sum_{j=1}^Jn_{j,t}S_{j,t+\\delta t} - \\sum_{j=1}^J n_{j,t}S_{j,t}}{W_{t}} \\\\\n", "& = \\frac{\\sum_{j=1}^J n_{j,t}S_{j,t}r_{j, t+\\delta t}}{W_{t}} \\\\\n", "& = \\sum_{j=1}^J \\frac{n_{j,t}S_{j,t}}{W_{t}} r_{j, t+\\delta t}\n", "\\end{align*}\n", "$$\n", "\n", "where $r_{j,t+\\delta t}$ is the return on asset $j$ at time $t+\\delta t$.\n", "\n", "Defining $W_{j,t} = n_{j,t}S_{j,t}$ as the wealth invested in asset $j$ at time $t$, then $w_{j,t} = n_{j,t}S_{j,t}/W_{t}$ is the fraction of total wealth invested in asset $j$ at time $t$. The return on a portfolio of $J$ assets is then given by\n", "\n", "$$\n", "\\begin{align*}\n", "r_{t+\\delta t} & = \\sum_{j=1}^J w_{j,t} r_{j, t+\\delta t}\n", "\\end{align*}\n", "$$\n", "\n", "on a single interval extending from $t$ to $t + \\delta t$." ] }, { "cell_type": "markdown", "metadata": { "id": "oyCeeSesL4DF" }, "source": [ "### Mean Absolute Deviation in portfolio returns\n", "\n", "The return on a portfolio of $J$ assets over a period of $T$ intervals with weights $w_j$ for asset $j$ is given by\n", "\n", "$$\n", "\\begin{align*}\n", "\\text{MAD} & = \\frac{1}{T} \\sum_{t=1}^T \\Big| \\sum_{j=1}^J w_{j} (r_{t, j} - \\bar{r}_j) \\Big|,\n", "\\end{align*}\n", "$$\n", "\n", "where $r_{t, j}$ is the return on asset $j$ at time $t$, $\\bar{r}_j$ is the mean return for asset $j$, and $w_j$ is the fraction of the total portfolio that is invested in asset $j$. Note that due to the use of absolute values, MAD for the portfolio is *not* the weighted sum of $\\text{MAD}_j$ for individual assets" ] }, { "cell_type": "markdown", "metadata": { "id": "7JlMQvt2L4DG" }, "source": [ "## MAD portfolio optimization\n", "\n", "The portfolio optimization problem is to find an allocation of investments weights $w_j$ to minimize the portfolio measure of risk subject to constraints on required return and any other constraints an investor wishes to impose. Assume that we can make investment decisions at every trading day $t$ over a fixed time horizon ranging from $t=1,\\dots,T$ and that there is a set of $J$ assets in which we can choose to invest.\"\n", "\n", "$$\n", "\\begin{align*}\n", " \\text{MAD} = \\min \\quad & \\frac{1}{T} \\sum_{t=1}^T \\Big| \\sum_{j=1}^J w_{j} (r_{t, j} - \\bar{r}_j) \\Big| \\\\\n", " \\text{s.t.} \\quad\n", " & \\sum_{j=1}^J w_j \\bar{r}_j \\geq R \\\\\n", " & \\sum_{j=1}^J w_j = 1 \\\\\n", " & w_j \\geq 0 & \\forall \\, j\\in J\\\\\n", " & w_j \\leq w^{ub}_j & \\forall \\, j\\in J.\n", "\\end{align*}\n", "$$\n", "\n", "where $R$ is the minimum required portfolio return. The lower bound $w_j \\geq 0$ is a \"no short sales\" constraint. The upper bound $w_j \\leq w^{ub}_j$ enforces a required level of diversification in the portfolio.\n", "\n", "Defining two sets of auxiliary variables $u_t \\geq 0$ and $v_t \\geq 0$ for every $t=1,\\dots,T$, leads to a reformulation of the problem as a linear optimization:\n", "\n", "$$\n", "\\begin{align*}\n", " \\text{MAD} = \\min \\quad & \\frac{1}{T} \\sum_{t=1}^T (u_t + v_t) \\\\\n", " \\text{s.t.} \\quad\n", " & u_t - v_t = \\sum_{j=1}^J w_j(r_{t,j} - \\bar{r}_j) & \\forall t\\in 1, \\dots, T \\\\\n", " & \\sum_{j=1}^J w_j \\bar{r}_j \\geq R \\\\\n", " & \\sum_{j=1}^J w_j = 1 \\\\\n", " & w_j \\geq 0 & \\forall \\, j\\in J\\\\\n", " & w_j \\leq w^{ub}_j & \\forall \\, j\\in J\\\\\n", " & u_t, v_t \\geq 0 &t = 1, \\dots, T.\n", "\\end{align*}\n", "$$\n" ] }, { "cell_type": "markdown", "metadata": { "id": "KS-hzmd1L4DH" }, "source": [ "## AMPL model" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "LfHIle_9L4DH", "outputId": "3121554a-0205-4fc7-f834-104337358adb" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Writing mad_portfolio.mod\n" ] } ], "source": [ "%%writefile mad_portfolio.mod\n", "\n", "param R default 0;\n", "param w_lb default 0;\n", "param w_ub default 1;\n", "\n", "set ASSETS;\n", "set TIME;\n", "\n", "param daily_returns{TIME, ASSETS};\n", "param mean_return{ASSETS};\n", "\n", "var w{ASSETS};\n", "var u{TIME} >= 0;\n", "var v{TIME} >= 0;\n", "\n", "minimize MAD: sum{t in TIME}(u[t] + v[t]) / card(TIME);\n", "\n", "s.t. portfolio_returns {t in TIME}:\n", " u[t] - v[t] == sum{j in ASSETS}(w[j] * (daily_returns[t, j] - mean_return[j]));\n", "\n", "s.t. sum_of_weights: sum{j in ASSETS} w[j] == 1;\n", "\n", "s.t. mean_portfolio_return: sum{j in ASSETS}(w[j] * mean_return[j]) >= R;\n", "\n", "s.t. no_short {j in ASSETS}: w[j] >= w_lb;\n", "\n", "s.t. diversify {j in ASSETS}: w[j] <= w_ub;" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "K3kbHoeVL4DI", "outputId": "de00ca5f-37c7-47a0-8ca4-6b986523ee95" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ ":5: FutureWarning: DatetimeIndex.format is deprecated and will be removed in a future version. Convert using index.astype(str) or index.map(formatter) instead.\n", " daily_returns[\"Date\"] = daily_returns.index.format()\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.007269380462\n", "857 simplex iterations\n", "0 barrier iterations\n", "Weight lower bound 0.000\n", "Weight upper bound 0.200\n", "Fraction of portfolio invested 1.000\n", "Required portfolio daily return 0.00100\n", "Portfolio mean daily return 0.00100\n", "Portfolio mean absolute deviation 0.00727\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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}, "metadata": {} } ], "source": [ "def mad_portfolio(assets):\n", " daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", " mean_return = daily_returns.mean()\n", "\n", " daily_returns[\"Date\"] = daily_returns.index.format()\n", " daily_returns.set_index(\"Date\", inplace=True)\n", "\n", " ampl = AMPL()\n", " ampl.read(\"mad_portfolio.mod\")\n", "\n", " ampl.set[\"ASSETS\"] = list(assets.columns)\n", " ampl.set[\"TIME\"] = daily_returns.index.values\n", "\n", " ampl.param[\"daily_returns\"] = daily_returns\n", " ampl.param[\"mean_return\"] = mean_return\n", "\n", " return ampl\n", "\n", "\n", "def mad_visualization(assets, m):\n", " mean_portfolio_return = m.get_value(\"sum{j in ASSETS}(w[j] * mean_return[j])\")\n", "\n", " print(f\"Weight lower bound {m.param['w_lb'].value():0.3f}\")\n", " print(f\"Weight upper bound {m.param['w_ub'].value():0.3f}\")\n", " print(\n", " f\"Fraction of portfolio invested {m.get_value('sum{j in ASSETS} w[j]'):0.3f}\"\n", " )\n", " print(f\"Required portfolio daily return {m.param['R'].value():0.5f}\")\n", " print(f\"Portfolio mean daily return {mean_portfolio_return:0.5f}\")\n", " print(f\"Portfolio mean absolute deviation {m.obj['MAD'].value():0.5f}\")\n", "\n", " daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", " mean_return = daily_returns.mean()\n", " mean_absolute_deviation = abs(daily_returns - mean_return).mean()\n", " mad_portfolio_weights = m.var[\"w\"].to_pandas()\n", "\n", " fig, ax = plt.subplots(1, 3, figsize=(15, 0.35 * len(daily_returns.columns)))\n", " mad_portfolio_weights.plot(kind=\"barh\", ax=ax[0], title=\"MAD Portfolio Weights\")\n", " ax[0].invert_yaxis()\n", " ax[0].axvline(m.param[\"w_lb\"].value(), ls=\"--\", color=\"g\")\n", " ax[0].axvline(m.param[\"w_ub\"].value(), ls=\"--\", color=\"r\")\n", " ax[0].legend([\"lower bound\", \"upper bound\"])\n", "\n", " mean_return.plot(kind=\"barh\", ax=ax[1], title=\"asset mean daily return\")\n", " ax[1].axvline(m.param[\"R\"].value(), ls=\"--\", color=\"g\")\n", "\n", " ax[1].axvline(mean_portfolio_return, ls=\"--\", color=\"r\")\n", " ax[1].invert_yaxis()\n", " ax[1].legend([\"required return\", \"portfolio return\"])\n", "\n", " mean_absolute_deviation.plot(\n", " kind=\"barh\", ax=ax[2], title=\"asset mean absolute deviation\"\n", " )\n", " ax[2].axvline(m.obj[\"MAD\"].value(), ls=\"--\", color=\"r\")\n", " ax[2].legend([\"portfolio MAD\"])\n", " ax[2].invert_yaxis()\n", "\n", "\n", "m = mad_portfolio(assets)\n", "m.param[\"w_lb\"] = 0\n", "m.param[\"w_ub\"] = 0.2\n", "m.param[\"R\"] = 0.001\n", "m.solve(solver=SOLVER)\n", "assert m.solve_result == \"solved\", m.solve_result\n", "mad_visualization(assets, m)" ] }, { "cell_type": "markdown", "metadata": { "id": "NfqhRbbuL4DJ" }, "source": [ "## MAD risk versus return\n", "\n", "The portfolio optimization problem has been formulated as the minimization of a risk measure, MAD, subject to a lower bound $R$ on mean portfolio return. Increasing the required return for the portfolio therefore comes at the cost of tolerating a higher level of risk. Finding the optimal trade off between risk and return is a central aspect of any investment strategy.\n", "\n", "The following cell creates a plot of the risk/return trade off by solving the MAD portfolio optimization problem for increasing values of required return $R$. This should be compared to the similar construction commonly used in presentations of the portfolio optimization problem due to Markowitz." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "m0vSYcBqL4DJ", "outputId": "d2418ad2-e08a-45b1-c14b-049185abb3ba" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ ":5: FutureWarning: DatetimeIndex.format is deprecated and will be removed in a future version. Convert using index.astype(str) or index.map(formatter) instead.\n", " daily_returns[\"Date\"] = daily_returns.index.format()\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "889 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005384573911\n", "18 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005401343686\n", "40 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005437711443\n", "28 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.0054948319\n", "36 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005570997662\n", "25 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005672712059\n", "39 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005795820058\n", "31 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00593422522\n", "32 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006102640264\n", "60 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006322510558\n", "44 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006584372412\n", "42 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006906800987\n", "55 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.009393059239\n", "306 simplex iterations\n", "0 barrier iterations\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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\n" }, "metadata": {} } ], "source": [ "# plot return vs risk\n", "daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", "mean_return = daily_returns.mean()\n", "mean_absolute_deviation = abs(daily_returns - mean_return).mean()\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 6))\n", "for s in assets.keys():\n", " ax.plot(mean_absolute_deviation[s], mean_return[s], \"s\", ms=8)\n", " ax.text(mean_absolute_deviation[s] * 1.03, mean_return[s], s)\n", "\n", "ax.set_xlim(0, 1.1 * max(mean_absolute_deviation))\n", "ax.axhline(0, color=\"r\", linestyle=\"--\")\n", "ax.set_title(\"Return vs Risk\")\n", "ax.set_xlabel(\"Mean Absolute Deviation in Daily Returns\")\n", "ax.set_ylabel(\"Mean Daily Return\")\n", "ax.grid(True)\n", "\n", "m = mad_portfolio(assets)\n", "for R in np.linspace(0, mean_return.max(), 20):\n", " m.param[\"R\"] = R\n", " m.solve(solver=SOLVER)\n", " assert m.solve_result == \"solved\", m.solve_result\n", " mad_portfolio_weights = m.var[\"w\"].to_pandas()\n", " portfolio_returns = daily_returns.dot(mad_portfolio_weights)\n", " portfolio_mean_return = portfolio_returns.mean()\n", " portfolio_mean_absolute_deviation = abs(\n", " portfolio_returns - portfolio_mean_return\n", " ).mean()\n", " ax.plot(portfolio_mean_absolute_deviation, portfolio_mean_return, \"ro\", ms=10)" ] }, { "cell_type": "markdown", "metadata": { "id": "m53QhD3vL4DK" }, "source": [ "## Addition of a Risk-free Asset\n", "\n", "The option of a holding a risk-free asset as a component of investment can substantially reduce financial risk. The risk-free asset is designated as $j=0$ with a fixed return $\\bar{r}_0$. The fraction invested in asset $j=0$ will be $w_0 = 1 - \\sum_{j=1}^J w_j$. The optimization model becomes\n", "\n", "$$\n", "\\begin{align*}\n", "\\text{MAD} = \\min \\quad & \\frac{1}{T} \\sum_{t=1}^T \\Big| \\sum_{j=1}^J w_{j} (r_{t, j} - \\bar{r}_j) \\Big| \\\\\n", "\\text{s.t.} \\quad\n", " & \\sum_{j=1}^J w_j (\\bar{r}_j - \\bar{r}_0) \\geq R - \\bar{r}_0 \\\\\n", " & \\sum_{j=1}^J w_j \\leq 1 \\\\\n", " & w_j \\geq 0 & \\forall j\\in 1,\\dots, J \\\\\n", " & w_j \\leq w^{ub}_j & \\forall j\\in 1, \\dots, J \\\\\n", "\\end{align*}\n", "$$\n", "\n", "where $R$ is the minimum required portfolio return. The lower bound $w_j \\geq 0$ is a \"no short sales\" constraint. The upper bound $w_j \\leq w^{ub}_j$ enforces a required level of diversification in the portfolio.\n", "\n", "Defining two sets of auxiliary variables $u_t \\geq 0$ and $v_t \\geq 0$ for every $t=1,\\dots,T$, leads to a reformulation of the problem as an LO:\n", "\n", "$$\n", "\\begin{align*}\n", "\\text{MAD} = \\min \\quad & \\frac{1}{T} \\sum_{t=1}^T (u_t + v_t) \\\\\n", "\\text{s.t.} \\quad\n", " & u_t - v_t = \\sum_{j=1}^J w_j(r_{t,j} - \\bar{r}_j) & \\forall t\\in 1, \\dots, T \\\\\n", " & \\sum_{j=1}^J w_j (\\bar{r}_j - \\bar{r}_0) \\geq R - \\bar{r}_0 \\\\\n", " & \\sum_{j=1}^J w_j \\leq 1 \\\\\n", " & w_j \\geq 0 & \\forall j\\in 1,\\dots, J \\\\\n", " & w_j \\leq w^{ub}_j & \\forall j\\in 1, \\dots, J \\\\\n", " & u_t, v_t \\geq 0 & \\forall t\\in 1, \\dots, T.\n", "\\end{align*}\n", "$$\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "vMo5cpD8L4DL", "outputId": "40c468e3-d770-4e13-dd5c-6af130d84f03" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Writing mad_portfolio_cash.mod\n" ] } ], "source": [ "%%writefile mad_portfolio_cash.mod\n", "\n", "param R default 0;\n", "param rf default 0;\n", "param w_lb default 0;\n", "param w_ub default 1;\n", "\n", "set ASSETS;\n", "set TIME;\n", "\n", "param daily_returns{TIME, ASSETS};\n", "param mean_return{ASSETS};\n", "\n", "var w{ASSETS};\n", "var u{TIME} >= 0;\n", "var v{TIME} >= 0;\n", "\n", "minimize MAD: sum{t in TIME}(u[t] + v[t]) / card(TIME);\n", "\n", "s.t. portfolio_returns {t in TIME}:\n", " u[t] - v[t] == sum{j in ASSETS}(w[j] * (daily_returns[t, j] - mean_return[j]));\n", "\n", "s.t. sum_of_weights: sum{j in ASSETS} w[j] <= 1;\n", "\n", "s.t. mean_portfolio_return: sum{j in ASSETS}(w[j] * (mean_return[j] - rf)) >= R - rf;\n", "\n", "s.t. no_short {j in ASSETS}: w[j] >= w_lb;\n", "\n", "s.t. diversify {j in ASSETS}: w[j] <= w_ub;" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "XeLuEFEhL4DL", "outputId": "8598c2f8-5ee1-482a-c6d3-645a6887d31e" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ ":5: FutureWarning: DatetimeIndex.format is deprecated and will be removed in a future version. Convert using index.astype(str) or index.map(formatter) instead.\n", " daily_returns[\"Date\"] = daily_returns.index.format()\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.007269380462\n", "857 simplex iterations\n", "0 barrier iterations\n", "Weight lower bound 0.000\n", "Weight upper bound 0.200\n", "Fraction of portfolio invested 1.000\n", "Required portfolio daily return 0.00100\n", "Portfolio mean daily return 0.00100\n", "Portfolio mean absolute deviation 0.00727\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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bPQfmJLm5ucnm5mbGxsYyPT2dg4ODPD099Yx56z4ry7JnzHt79FetvdvtZnFxMbVaLfPz8+l0Oj3Xq1irPuJ89F6Pk+Ty8jIrKyspiiLNZjOnp6f/VOdbPmPtZ2dnabVaqdfraTQaWVpayvn5+cBrTz6m/p2dnTfn+K/zqZ+58r/4jPfoVzbsfl5cXGR5eTkTExMZHR1Nq9XKycnJt3jIYNC97HQ6754z+9lrv6Jh9/L29jarq6uZmppKURRZWFjI4eFh7u/vqy51KAbZzz99j/x93xrEuvkjSfp/Pg4AAAAA6MeX/403AAAAAPiMBG8AAAAAUAHBGwAAAABUQPAGAAAAABUQvAEAAABABQRvAAAAAFABwRsAAAAAVEDwBgAAAAAVELwBAAAAQAUEbwAAAABQAcEbAAAAAFTgJ2JycfUEfmp2AAAAAElFTkSuQmCC\n" }, "metadata": {} } ], "source": [ "def mad_portfolio_cash(assets):\n", " daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", " mean_return = daily_returns.mean()\n", "\n", " daily_returns[\"Date\"] = daily_returns.index.format()\n", " daily_returns.set_index(\"Date\", inplace=True)\n", "\n", " ampl = AMPL()\n", " ampl.read(\"mad_portfolio_cash.mod\")\n", "\n", " ampl.set[\"ASSETS\"] = list(assets.columns)\n", " ampl.set[\"TIME\"] = daily_returns.index.values\n", "\n", " ampl.param[\"daily_returns\"] = daily_returns\n", " ampl.param[\"mean_return\"] = mean_return\n", "\n", " return ampl\n", "\n", "\n", "m = mad_portfolio_cash(assets)\n", "m.param[\"w_lb\"] = 0\n", "m.param[\"w_ub\"] = 0.2\n", "m.param[\"R\"] = 0.001\n", "m.solve(solver=SOLVER)\n", "assert m.solve_result == \"solved\", m.solve_result\n", "mad_visualization(assets, m)" ] }, { "cell_type": "markdown", "metadata": { "id": "brsxp9EHL4DM" }, "source": [ "## MAD risk versus return with a risk-free asset\n", "\n", "As above, it is instructive to plot the MAD risk versus required return $R$. The result is similar, but not exactly the same, as the standard presentation from modern portfolio theory (MPT) for efficient frontier of investing, and the capital market line. A careful look at the the plot below shows minor difference at very high levels of return and risk that departs from the MPT analysis." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "PHe0YNftL4DM", "outputId": "a34f306e-2b9d-414f-9e07-86dcf3eb19aa" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ ":5: FutureWarning: DatetimeIndex.format is deprecated and will be removed in a future version. Convert using index.astype(str) or index.map(formatter) instead.\n", " daily_returns[\"Date\"] = daily_returns.index.format()\n", ":5: FutureWarning: DatetimeIndex.format is deprecated and will be removed in a future version. Convert using index.astype(str) or index.map(formatter) instead.\n", " daily_returns[\"Date\"] = daily_returns.index.format()\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "889 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00538400317\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005384573911\n", "18 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005401343686\n", "40 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005437711443\n", "28 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.0054948319\n", "36 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005570997662\n", "25 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005672712059\n", "39 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005795820058\n", "31 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.00593422522\n", "32 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006102640264\n", "60 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006322510558\n", "44 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006584372412\n", "42 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006906800987\n", "55 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.009393059239\n", "306 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.0003836249715\n", "863 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.000767249943\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.001150874914\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.001534499886\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.001918124857\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.002301749829\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.0026853748\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.003068999772\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.003452624743\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.003836249715\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.004219874686\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.004603499658\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.004987124629\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005370749601\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.005754374572\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006137999544\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006521624515\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.006905249487\n", "0 simplex iterations\n", "0 barrier iterations\n", "HiGHS 1.10.0: \b\b\b\b\b\b\b\b\b\b\b\b\b\bHiGHS 1.10.0: optimal solution; objective 0.009393059239\n", "257 simplex iterations\n", "0 barrier iterations\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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\n" }, "metadata": {} } ], "source": [ "# plot return vs risk\n", "daily_returns = assets.diff()[1:] / assets.shift(1)[1:]\n", "mean_return = daily_returns.mean()\n", "mean_absolute_deviation = abs(daily_returns - mean_return).mean()\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 6))\n", "for s in assets.keys():\n", " ax.plot(mean_absolute_deviation[s], mean_return[s], \"s\", ms=8)\n", " ax.text(mean_absolute_deviation[s] * 1.03, mean_return[s], s)\n", "\n", "ax.set_xlim(0, 1.1 * max(mean_absolute_deviation))\n", "ax.axhline(0, color=\"r\", linestyle=\"--\")\n", "ax.set_title(\"Return vs Risk\")\n", "ax.set_xlabel(\"Mean Absolute Deviation in Daily Returns\")\n", "ax.set_ylabel(\"Mean Daily Return\")\n", "ax.grid(True)\n", "\n", "for color, m in zip([\"ro\", \"go\"], [mad_portfolio(assets), mad_portfolio_cash(assets)]):\n", " for R in np.linspace(0, mean_return.max(), 20):\n", " m.param[\"R\"] = R\n", " m.solve(solver=SOLVER)\n", " assert m.solve_result == \"solved\", m.solve_result\n", " mad_portfolio_weights = m.var[\"w\"].to_pandas()\n", " portfolio_returns = daily_returns.dot(mad_portfolio_weights)\n", " portfolio_mean_return = portfolio_returns.mean()\n", " portfolio_mean_absolute_deviation = abs(\n", " portfolio_returns - portfolio_mean_return\n", " ).mean()\n", " ax.plot(portfolio_mean_absolute_deviation, portfolio_mean_return, color, ms=10)" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 0 }