diff --git a/Part I - Matplotlib.ipynb b/1. Matplotlib.ipynb similarity index 99% rename from Part I - Matplotlib.ipynb rename to 1. Matplotlib.ipynb index cd6a18d..257933c 100644 --- a/Part I - Matplotlib.ipynb +++ b/1. Matplotlib.ipynb @@ -58,27 +58,28 @@ "name": "stdout", "output_type": "stream", "text": [ - "Wed Sep 25 2019 \n", + "watermark 1.8.1\n", + "matplotlib 3.1.0\n", + "numpy 1.16.2\n", + "pandas 0.24.2\n", + "Sun Dec 01 2019 \n", "\n", "CPython 3.7.3\n", "IPython 6.2.1\n", "\n", - "numpy 1.16.2\n", - "matplotlib 3.1.0\n", - "pandas 0.24.2\n", - "\n", "compiler : Clang 4.0.1 (tags/RELEASE_401/final)\n", "system : Darwin\n", - "release : 18.7.0\n", + "release : 19.0.0\n", "machine : x86_64\n", "processor : i386\n", "CPU cores : 8\n", - "interpreter: 64bit\n" + "interpreter: 64bit\n", + "Git hash : 17b4024f04091f8fdc1ee8a8e6705838976550c3\n" ] } ], "source": [ - "%watermark -n -v -m -p numpy,matplotlib,pandas" + "%watermark -n -v -m -g -iv" ] }, { @@ -129,7 +130,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 5, @@ -168,7 +169,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 6, @@ -207,7 +208,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -247,7 +248,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -446,7 +447,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 13, @@ -528,7 +529,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -603,7 +604,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -660,7 +661,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -717,13 +718,29 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We'll plot these three datasets using both bar and pie plots. " + "We'll plot these three datasets using both bar and pie plots. As we want to make sure we use the same colors for the corresponding bar/slice, we start by explicitly obtaining the color cycle" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, + "outputs": [], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can supply the right color sequence to use for the bars" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, "outputs": [ { "data": { @@ -731,7 +748,7 @@ "(0, 25)" ] }, - "execution_count": 20, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, @@ -749,9 +766,6 @@ } ], "source": [ - "prop_cycle = plt.rcParams['axes.prop_cycle']\n", - "colors = prop_cycle.by_key()['color']\n", - "\n", "fig, axs = plt.subplots(nrows=2, ncols=3)\n", "fig.set_size_inches(14,10)\n", "\n", @@ -785,7 +799,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -794,7 +808,7 @@ "" ] }, - "execution_count": 21, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, @@ -835,7 +849,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -893,7 +907,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -909,7 +923,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -937,7 +951,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -1022,7 +1036,7 @@ "4 Burkina Faso 1217.032994 14326203 52.295 0" ] }, - "execution_count": 25, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -1047,7 +1061,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -1109,7 +1123,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -1125,7 +1139,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -1210,7 +1224,7 @@ "4 40 - 50 28289 45107 -45107 4" ] }, - "execution_count": 28, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -1221,7 +1235,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -1278,7 +1292,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -1294,16 +1308,16 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 31, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, @@ -1333,7 +1347,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -1357,7 +1371,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -1401,7 +1415,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -1428,7 +1442,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -1459,7 +1473,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ @@ -1511,7 +1525,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 38, "metadata": {}, "outputs": [ { diff --git a/2. Style sheets.ipynb b/2. Style sheets.ipynb new file mode 100644 index 0000000..61a8c49 --- /dev/null +++ b/2. Style sheets.ipynb @@ -0,0 +1,580 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "
\"Data
\n", + "
\n", + "

Data Visualization

\n", + "

Style sheets

\n", + "

Bruno Gonçalves
\n", + " www.data4sci.com
\n", + " @bgoncalves, @data4sci

\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from pprint import pprint\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import watermark\n", + "\n", + "%load_ext watermark\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "matplotlib 3.1.0\n", + "numpy 1.16.2\n", + "watermark 1.8.1\n", + "Sun Dec 01 2019 \n", + "\n", + "CPython 3.7.3\n", + "IPython 6.2.1\n", + "\n", + "compiler : Clang 4.0.1 (tags/RELEASE_401/final)\n", + "system : Darwin\n", + "release : 19.0.0\n", + "machine : x86_64\n", + "processor : i386\n", + "CPU cores : 8\n", + "interpreter: 64bit\n", + "Git hash : 17b4024f04091f8fdc1ee8a8e6705838976550c3\n" + ] + } + ], + "source": [ + "%watermark -n -v -m -g -iv" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Available styles" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "An alphabetically sorted list of the currently available styles can be found by calling:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Solarize_Light2',\n", + " '_classic_test',\n", + " 'bmh',\n", + " 'classic',\n", + " 'dark_background',\n", + " 'fast',\n", + " 'fivethirtyeight',\n", + " 'ggplot',\n", + " 'grayscale',\n", + " 'seaborn',\n", + " 'seaborn-bright',\n", + " 'seaborn-colorblind',\n", + " 'seaborn-dark',\n", + " 'seaborn-dark-palette',\n", + " 'seaborn-darkgrid',\n", + " 'seaborn-deep',\n", + " 'seaborn-muted',\n", + " 'seaborn-notebook',\n", + " 'seaborn-paper',\n", + " 'seaborn-pastel',\n", + " 'seaborn-poster',\n", + " 'seaborn-talk',\n", + " 'seaborn-ticks',\n", + " 'seaborn-white',\n", + " 'seaborn-whitegrid',\n", + " 'tableau-colorblind10']" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sorted(plt.style.available)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see, there are many available styles, including several defined by __seaborn__, one inspired by __fivethirtyeight__, __ggplot__ and __tableau__. For reference, let's making a simple plot using the default style:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def make_plot():\n", + " x = np.linspace(-np.pi, np.pi, 200)\n", + " y = np.sin(x)\n", + "\n", + " plt.plot(x, y, label='sin')\n", + " plt.xlabel(r'$\\theta$')\n", + " plt.ylabel(r'$\\sin\\left(\\theta\\right)$')\n", + " plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "make_plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Using styles" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To select another style, we just have to call __plt.style.use()__ with the specified name" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "plt.style.use('fivethirtyeight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If we now try to generate the same figure, it's design will be significantly different" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "make_plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And for the __ggplot__ style" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "plt.style.use('ggplot')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "make_plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And to recover the original style, we use __default__" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "plt.style.use('default')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "make_plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And the default configuration directory is" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/bgoncalves/.matplotlib'" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "matplotlib.get_configdir()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can install your custom styles under the __stylelib/__ subdirectory" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To see what setttings are defined by a specific style, we can consult the __matplotlib.style.library__ dictionary:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'axes.prop_cycle': cycler('color', ['#006BA4', '#FF800E', '#ABABAB', '#595959', '#5F9ED1', '#C85200', '#898989', '#A2C8EC', '#FFBC79', '#CFCFCF']),\n", + " 'patch.facecolor': '#006BA4'}\n" + ] + } + ], + "source": [ + "pprint(matplotlib.style.library['tableau-colorblind10'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The contents of the currently defined rcParams can be directly accessed:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[6.4, 4.8]\n" + ] + } + ], + "source": [ + "print(plt.rcParams['figure.figsize'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "or in the case of cyclers (as we have already seen)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728', '#9467bd', '#8c564b', '#e377c2', '#7f7f7f', '#bcbd22', '#17becf']\n" + ] + } + ], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "print(colors)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Any changes we make to __rcParams__ reflect imediately in any subsquent figure" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "plt.rcParams['lines.linewidth'] = 5" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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ERET1cjHLUOcRKbOGBOHhfu0Vysg6vPGHnggPbCuMlxtNeGHzKRSz8WWrY9FERER1Kq0w4oXNp1BuFHf8Dg9si7/XcdYa1eRop8GKJ/vD21W8MPx6XjFe++6CgllRbVg0ERFRnf7540VckdkC7+XiiOVP9oeDHT9WGsPHTYtlU/tCJbPRcMvJG/j2VIZySVEN/NtNRESydv1yE58eSRXGVSrgP9P6wtdNq2BW1mdoFy88O6Kz7JjFW88hRWYRPrUsFk1ERCSUYyjFX+rox/TMfZ1t7hDelrJgdDf07+gujBeXG/HKV2dg5Pl0rYJFExER1UqSJPz567O4VVwuHNO7vQ4LH+ymYFbWzV6jxr+n9YOr1k445njqbaw/LN+JnVoGiyYiIqrVV8dvYH9SrjDu5KDBv6f15TqmZhbg4YR/PRomO+adny/zmJVWwL/pRERUQ7a+FG/9+IvsmDcm9kInbxeFMrItD/X2l+3fVF5pwstfnUGlzG5Gan4smoiIqBpJkvD3redQWCruCzS+tz8eG9BBwaxsz6vjQ9DRw0kYP5NegI8PXlcwI7LYomn58uUIDg6GVqtFeHg4Dh48KBw7YsQIqFSqGo/x48dXjZk1a1aNeEREhBJvhYjIrGw9lYE9l3KEcR9XR7z9SG+o5PbHU5M5O9rh3Snyt+mWxV3B5exChTIiiyyaYmNjsWDBAixevBinTp3C8OHDMW7cOKSlpdU6/ptvvkFWVlbV4/z589BoNHjssceqjRs7dmy1cdu3b1fi7RARmY0cQyne2CbfRPHtR3pD52SvUEa2bXAnTzw1NEgYLzea8Apv0ynGIoumDz74AHPmzMHcuXMREhKCZcuWISAgACtWrKh1vIeHB/z8/KoecXFxcHJyqlE0OTo6Vhvn4eGhxNshIjILkiRh8bfnYZC5LfdIv/YY3dNXwazoL2N6INjLWRg/l6Hnob4Ksbiiqby8HCdOnEBUVFS156OiohAfH1+va6xduxbTpk2Ds3P1v4T79u2Dj48PunXrhpiYGOTkiKenAaCsrAwGg6Hag4jIUv1wNkv2MF4vF0e8PrGnghkRALRx0OC9x8Kglrkb+v7OJNy4XaJcUjbK4oqmvLw8GI1G+PpW/03H19cX2dnZdb7+6NGjOH/+PObOnVvt+XHjxmHTpk3Ys2cP3n//fRw7dgyjRo1CWVmZ8FpLly6FTqeregQEBDTuTRERtTJDaQWW/CC/W+7/PRwKdycHhTKi3woP9EDM8E7C+J0KI17/7gIkiU0vW5LFFU33/H4BoiRJ9VqUuHbtWoSGhmLQoEHVnp86dSrGjx+P0NBQTJw4ET/99BOSkpLw448/Cq+1aNEi6PX6qkd6enrj3gwRUSt7/+fLyC0U/5I4IcwfY0P9FMyIfu+lB7uhk8xtut2XcrDjfN2TB9R4Flc0eXl5QaPR1JhVysnJqTH79HslJSX44osvaswy1cbf3x+BgYG4cuWKcIyjoyPc3NyqPYiILM3ZGwWyZ8t5OjvgzT/0UjAjqo3WXoN/PtJbdszr2y7AUFqhUEa2x+KKJgcHB4SHhyMuLq7a83FxcRgyZIjsa7/88kuUlZVh+vTpdX6d/Px8pKenw9/fv0n5EhGZM6NJwuKt5yF3lNk/JvSEp4ujckmRUGRnT0wJF/fHyiksw3s/X1YwI9ticUUTACxcuBBr1qzBunXrcPHiRbz00ktIS0vDvHnzAAAzZszAokWLarxu7dq1ePjhh+Hp6Vnt+aKiIrzyyitISEhASkoK9u3bh4kTJ8LLywuPPPKIIu+JiKg1fHYkFecy9ML40C6emNS3nYIZUV0WPxQCD2fx2rJPj6TiZNptBTOyHeITAc3Y1KlTkZ+fjyVLliArKwuhoaHYvn07AgMDAQBpaWlQq6vXg0lJSTh06BB27txZ43oajQbnzp3Dxo0bUVBQAH9/f4wcORKxsbFwdXVV5D0RESntpqEU78rMSjho1HhrUiibWJqZts4OWPxQCF7+6kytcUkCXvvuPL57bhg0clvuqMFUEpfaNxuDwQCdTge9Xs/1TURk9uZ/fhI/nM0Sxl98oCteerCbghlRfUmShCfXJCL+Wr5wzNuP9MYTg8Xn19Gv6vv5bZG354iIqGkSruXLFkxBnk7404jOCmZEDaFSqfDPR3rDwU78Mf7uz5egL+Gi8ObEoomIyMYYTRLe/F7+qJQlk0KhtdcolBE1RrCXM54b0UUYv11SgQ/iuCi8ObFoIiKyMZuPpuGSzCGvE/u0w33dvBXMiBrrmfs7IcCjjTD+6ZFUXMrmaRXNhUUTEZEN0ZdU4P2d4tkHZwcNXh0fomBG1BRaew1eHS8+2sYkgZ3CmxGLJiIiG/LhriTcllnnMn9UV/i6aRXMiJoqqqcvhnf1EsYTk2/Jrl+j+mPRRERkI67cLJTt/B3o6YTZw4KUS4iahUqlwusTe8FOpr3A29svoqS8UsGsrBOLJiIiGyBJEpb88AuMMq2/Xx3fE452XPxtibr4uOCpoUHCeJa+FGsPJiuXkJVi0UREZAN2XczBwSt5wvjwrl4YHeKjYEbU3F54oCu8ZI67WbH/GnIKSxXMyPqwaCIisnIVRhOW/nRRGNeoVXhtQk92/rZwrlp7/G1cD2G8pNyID+PEh9BT3Vg0ERFZudhj6bieWyyMR0cEoqsvj4yyBpP7tUefDjphPPZYGpJuittNkDwWTUREVqyorBLLdiUJ422d7PHSaB6VYi3UahX+/pC4ZYRJApZuF886kjwWTUREVuzjA9eRV1QujC8Y3Q06J3sFM6KWNriTJ6J6+grjey/n4pDM+jYSY9FERGSlbhpKsfrAdWE82MuZB7paqb+N6yHbguD//Si/k5Jqx6KJiMhKLduVhDsVRmH8L2O6w17DjwFr1MnbBdMjAoXxS9mF2HLyhoIZWQf+ayEiskJJNwsReyxdGO/f0R1jQ/0UzIiU9sIDXeGqtRPGP4xLQqlMUU01sWgiIrJC//rpEuTuviweH8IWA1bOw9kB80d2Ecaz9KX4TKZDPNXEoomIyMocTb6F3ZdyhPGxvfwQHuihYEbUWmYOCUJ79zbC+P/2XkVhqfgsQqqORRMRkRWRJAnv/nxJGLdTq/CXsd0VzIhak9Zegz+PEf/3vl1SgdU8XqXeWDQREVmR/Um5OJZyWxh/YnBHdPJ2UTAjam1/6NMOPfzEzUvXHryOvKIyBTOyXCyaiIishMkk4d2fLwvjTg4avPBAVwUzInOgVqtkZ5uKy434396rCmZkuVg0ERFZiR0XsnEh0yCMzxkWLHugK1mvUT18MCCwrTC+6UgabtwuUTAjy8SiiYjIClQaTXh/p3iWSdfGHnOHd1IwIzInKpUKfxkrPsy33GjCsl08zLcuLJqIiKzA1lMZuCZzKO+8+ztD14bHpdiyQcEeGNndWxj/5uQNXOFhvrJYNBERWbiySqPsLIG3qyNmDhF3hybb8YrM2iaTBPx7N2eb5LBoIiKycF8cTUdGwR1h/PlRXeDkIO4MTbajVzsdJvZpJ4z/eC4Ll7LF6+JsHYsmIiILVlohv/OpQ9s2mDaQh/LSr15+sBs0gsN8JQn4N9c2CbFoIiKyYJuPpiGnUNxjZ8HobnCw4496+lWQlzOm9O8gjP90PhsXMvUKZmQ5+C+JiMhClVYYsXzfNWG8s7czHunXXsGMyFLMH9UFdoLZJoCzTSIsmoiILNTniWnIlZlleknmNgzZtgAPJzw2IEAY3/nLTZy7wdmm32PRRERkgUorjFixXzzL1M3XBQ+F+iuYEVma+aO6wF4jLqqX7UpSMBvLwKKJiMgCbapjlunFB7pBzVkmktHeXX6TwO5LOTiTXqBgRubPYoum5cuXIzg4GFqtFuHh4Th48KBw7IYNG6BSqWo8SktLG31NIqLWcqfciBUya5m6+7piXKifghmRpXp2ZGfZjQIfcrapGossmmJjY7FgwQIsXrwYp06dwvDhwzFu3DikpaUJX+Pm5oasrKxqD61W26RrEhG1hk2JqbKn0r84uitnmahe/HVt8MQg8WzTvsu5XNv0GxZZNH3wwQeYM2cO5s6di5CQECxbtgwBAQFYsWKF8DUqlQp+fn7VHk29JhGR0u6UG7Fy/3VhvIefK8b24iwT1d+zIzrDUWa26aO93El3j8UVTeXl5Thx4gSioqKqPR8VFYX4+Hjh64qKihAYGIgOHTpgwoQJOHXqVJOvWVZWBoPBUO1BRNSSvjiWJj/L9ABnmahhfNy0mB4hPmbn5ws3cTmbZ9IBFlg05eXlwWg0wtfXt9rzvr6+yM7OrvU1PXr0wIYNG7Bt2zZs3rwZWq0WQ4cOxZUrVxp9TQBYunQpdDpd1SMgQLx9k4ioqcorTfj4gPws0xjOMlEjPH1fJ9m1TXJd522JxRVN96hU1X+TkiSpxnP3REREYPr06ejTpw+GDx+OL7/8Et26dcN///vfRl8TABYtWgS9Xl/1SE9Pb+S7ISKq2zcnbyBLXyqMc5aJGsvXTYupMn2bfjibieu5RQpmZJ4srmjy8vKCRqOpMQOUk5NTY6ZIRK1WY+DAgVUzTY29pqOjI9zc3Ko9iIhaQqXRVGdfJs4yUVM8c38nYZdwkwTZHZu2wuKKJgcHB4SHhyMuLq7a83FxcRgyZEi9riFJEk6fPg1/f/9muyYRUUv68VwWUvNLhPFnR3ThLBM1SYe2TrLH7mw9lYH0W+K/g7bA4oomAFi4cCHWrFmDdevW4eLFi3jppZeQlpaGefPmAQBmzJiBRYsWVY1/88038fPPP+P69es4ffo05syZg9OnT1eNr881iYhai8kkya4p6ejhhAlh7P5NTfenEZ0hqr0rTRJWHbDt2Sa71k6gMaZOnYr8/HwsWbIEWVlZCA0Nxfbt2xEYeHf1f1paGtTqX+vBgoICPP3008jOzoZOp0O/fv1w4MABDBo0qN7XJCJqLXEXbyLppng9yZ9GdIadxiJ/ByYz08nbBRPC2mHbmcxa418eu4HnR3WFr5u21ri1U0mSJLV2EtbCYDBAp9NBr9dzfRMRNQtJkjDpf4dxVtBg0M9Ni/1/GQFHO43CmZG1upxdiDHLDgjjc4cF49UJPRXMqOXV9/Obv5oQEZmxg1fyhAUTcHerOAsmak7d/Vwxppd4E9SmxDTky/QKs2YsmoiIzNhHMmuZPJ0d8LjMERhEjTV/ZFdh7E6FEesOJyuYjflg0UREZKaOpdzC0eRbwvjsYcFo48BZJmp+vTvoMKK7tzD+SXwq9CUVCmZkHlg0ERGZqY/2iGeZXLV2iI7kRhVqOc+P6iKMFZVV4pOEFMVyMRcsmoiIzND5DD32J+UK47OGBMFNa69gRmRrwgM9ENnJUxjfEJ+CO+VGBTNqfSyaiIjMkFxfpjb2Gjw1NFjBbMhWyc023Soux1cnbOv4MBZNRERm5lpuEXZcEB8W/sTgjvBwdlAwI7JVkZ090a+juzC++uB1VBpNCmbUulg0ERGZmTUHr0PUQc9Bo8bT93VSNiGyWSqVCvPu7yyMp9+6g+3nxQW+tWHRRERkRnIKS7HlRIYwPmVAB5vtxkyt48EQX3TydhbGV+2/Blvpk82iiYjIjHwSn4Jywe0OtQp4hrNMpDC1WiX79+5CpgGHruYpmFHrYdFERGQmisoq8WlCqjA+LtQfgZ7i3/iJWsrD/drDx9VRGF+1/7qC2bQeFk1ERGbii6NpMJRWCuNcy0StxdFOg9nDxDs2D13NwzmZ436sBYsmIiIzUGE0Yd0h8dEUkZ080SdAvIuJqKU9MbgjXB3thPFVB64pmE3rYNFERGQGfjibiUx9qTD+9P2cZaLW5aa1xxMR4rMOt5/LQmp+sYIZKY9FExFRK5MkSXZNSHdfV4zoJj4HjEgps4cGw0FTe+lgkoA1B637IF8WTURErWx/Ui4uZRcK48/c3wkqlUrBjIhq5+umxSP92gvjXx5PR15RmYIZKYtFExFRK/v4gHiWyV+nxcQ+7RTMhkje0/d3gqiGL6s0YWN8iqL5KIlFExFRKzp7owDx1/KF8TnDgmEvuB1C1Bo6e7sgqqevMP5JQiqKy8S7QC0Z/yUSEbWiVTKzTK5aO0wbJF54S9RanpE5WkV/pwKxx6zzIF8WTZ9+nVgAACAASURBVERErSQtvwQ/ncsSxqdHBMJFZos3UWvp37EtBgV7COPrDifDaLK+o1VYNBERtZI1h65D9LnioFHjqSFBiuZD1BDzZNpg3Lh9Bz9fsL6DfFk0ERG1goKScnx5XHwLY3L/9vDhwbxkxkZ290FXHxdhfM1B6ztahUUTEVEr2JSYhtKK2g/mBYC5w9nMksybSqXC3OHio1VOphXgROptBTNqeSyaiIgUVl5pwicy27JHh/iii8xv8ETmYlLf9vBycRDG1x6yrtkmFk1ERAr74WwmcgrFDQB5MC9ZCq29BtERQcL4jvPZSL9VolxCLYxFExGRgiRJkj1qIqyDDgOD2iqYEVHTTI/oCEc78dEq6w5bz9EqLJqIiBSUcD0fv2QZhPE5w4J5ZApZFE8XR0zu30EY//JYOvR3KhTMqOWwaCIiUtBamVkmf50WD/X2VzAbouYxZ5h4QXhxuRFfHE1TMJuWw6KJiEgh13KLsPtSjjA+a0gQj0whi9TFxwWjevgI4xviU1BhFO8WtRT810lEpJB1h8SzTE4OGh6ZQhZtrsxsU5a+FNtlut9bChZNREQKuFVcji0nbwjjfxwQAF0bewUzImpekZ090dPfTRhfffA6JMmyj1ax2KJp+fLlCA4OhlarRXh4OA4ePCgcu3r1agwfPhxt27ZF27ZtMXr0aBw9erTamFmzZkGlUlV7REREtPTbICIb8XliqrCZpUoFzB4q/i2dyBLU1ezyfIYBicm3FMyo+Vlk0RQbG4sFCxZg8eLFOHXqFIYPH45x48YhLa32hWb79u3D448/jr179yIhIQEdO3ZEVFQUMjIyqo0bO3YssrKyqh7bt29X4u0QkZUrqzTik4RUYXxMTz909HRSMCOiljEhrB183RyFcbl2G5bAIoumDz74AHPmzMHcuXMREhKCZcuWISAgACtWrKh1/KZNm/Dss8+ib9++6NGjB1avXg2TyYTdu3dXG+fo6Ag/P7+qh4eH+ARnIqL6+v5MFnJlmlnK/XZOZEkc7NSYKXPQ9O5LN3E9t0i5hJqZxRVN5eXlOHHiBKKioqo9HxUVhfj4+Hpdo6SkBBUVFTWKon379sHHxwfdunVDTEwMcnLEu1wAoKysDAaDodqDiOi37jazFB8l0SfAHeGBbGZJ1uPJQYFwctDUGpMkyB4hZO4srmjKy8uD0WiEr69vted9fX2RnZ1dr2v87W9/Q/v27TF69Oiq58aNG4dNmzZhz549eP/993Hs2DGMGjUKZWXi3w6XLl0KnU5X9QgICGjcmyIiqxV/LR+XsguF8blsZklWRudkjz8OEH8efnXihsU2u7S4oume3/+QkSSpXj943nnnHWzevBnffPMNtFpt1fNTp07F+PHjERoaiokTJ+Knn35CUlISfvzxR+G1Fi1aBL1eX/VIT09v/BsiIqu0VqbNQHv3NhgX6qdgNkTKeGpoEEQfySXlRnx13DI/Ly2uaPLy8oJGo6kxq5STk1Nj9un33nvvPbz99tvYuXMnwsLCZMf6+/sjMDAQV65cEY5xdHSEm5tbtQcR0T3JecXYU0czSzs2syQrFOjpjAd6iD+TN8SnwGiyvPYDFvev1cHBAeHh4YiLi6v2fFxcHIYMGSJ83bvvvou33noLO3bswIABA+r8Ovn5+UhPT4e/P480IKLG2ZiQIow5O2gwdRBv6ZP1mj00SBi7cfsO4n65qVwyzcTiiiYAWLhwIdasWYN169bh4sWLeOmll5CWloZ58+YBAGbMmIFFixZVjX/nnXfw6quvYt26dQgKCkJ2djays7NRVHR3BX9RURFeeeUVJCQkICUlBfv27cPEiRPh5eWFRx55pFXeIxFZtqKySnx1XNzM8rEBAXDTspklWa/Izp7o4ecqjK8/bHntB+xaO4HGmDp1KvLz87FkyRJkZWUhNDQU27dvR2BgIAAgLS0NavWv9eDy5ctRXl6OKVOmVLvO66+/jjfeeAMajQbnzp3Dxo0bUVBQAH9/f4wcORKxsbFwdRX/ByciEtly4gaKyiqF8RmRgQpmQ6Q8lUqFp4YG4a9bztUaT0y+hQuZevRqp1M4s8ZTSZbe09yMGAwG6HQ66PV6rm8ismEmk4TRH+zH9bziWuMju3tj/VODFM6KSHmlFUZELt2N2yW175abEt4B7z3WR+Gsaqrv57dF3p4jIjJnB67kCgsmAJjFI1PIRmjtNXhysHhWddvpTNnGr+aGRRMRUTNbfzhFGOvk7YzhXbyUS4aolUVHBsJOXXv/gXKjCZ8n1n4Emjli0URE1Iyu5RZhf1KuMD5rSBDUgg8QImvk66bF+DDxTvRPj6SirNKoYEaNx6KJiKgZbZQ5IsLV0Q6T+3dQLhkiM/GUzC3pvKIy/Hg2S8FsGo9FExFRMzGUVuDrE/JtBlwcLXLTMlGT9A1wR7+O7sL4usPJsIR9aSyaiIiaydfHb6C4vPbbDCoV2wyQbZstM9t0PsOA46m3FcymcVg0ERE1A5NJwicJKcL4qO4+CPJyViwfInMzNtQPfm5aYdwSml2yaCIiagb7knKQml8ijM+SOVKCyBbYa9SYMUQ827rjfDZu3Bb/GzIHLJqIiJqBXJuBLj4uGMY2A0R4fGBHaO1rLz1MEvBpQqrCGTUMiyYioia6mlOIg1fyhPFZQ4KgUrHNAFFbZwc80q+9ML75aBpKysXHD7U2Fk1ERE20Qa7NgNYOk/uLPySIbI1c+wFDaSW2nMxQMJuGYdFERNQE+jsV2HJC/EN+2sAAODmwzQDRPd18XWVvV284nAyTyTzbD7BoIiJqgq+Op+NOhVybgSBlEyKyAE/JbIy4lluMA1fEXfVbE4smIqJGMtbRZmB0iC8CPJwUy4fIUozs7oMgT/G/jU9kbnm3JhZNRESNtOdSDtJv3RHGnxoSpFwyRBZErVZhlsy/j72Xc5GcV6xcQvXEoomIqJE2xIub8XX3dUVkZ08FsyGyLFMGBMBV5lghc5xtYtFERNQISTcLcfhqvjA+ayjbDBDJcXG0w5QB4gOsvz5xA0Vl5tV+gEUTEVEjyLUZ0LWxx8N92WaAqC5yGyWKyiqxReYA7NbQpKKpoqIC6enpuHz5Mm7dutVcORERmTV9SQW+OSn+YT5tUADaOGgUzIjIMgV7OWNkd29h/JP4FLNqP9DgoqmoqAirVq3CiBEjoNPpEBQUhJ49e8Lb2xuBgYGIiYnBsWPHWiJXIiKz8MWxNJRWmGqNqVVAdIT4fC0iqm6WTLPL63nFOHhV3G1faQ0qmj788EMEBQVh9erVGDVqFL755hucPn0aly9fRkJCAl5//XVUVlbiwQcfxNixY3HlypWWypuIqFVUGk3YKHM+VlRPP3RoyzYDRPU1vIsXOnk5C+MbDos3XCitQW1q4+PjsXfvXvTu3bvW+KBBgzB79mysXLkSa9euxf79+9G1a9dmSZSIyBzsupiDjAJxm4FZMk37iKgmtVqFmUOC8Pq2C7XG77UfCJYprJSikiTJfG4WWjiDwQCdTge9Xg83N7fWToeIWsC0jxNw5Hrtazh7+LnipxeHc9ccUQMVlVUi4u3dwt1yTw0NwusTe7XY16/v53eDbs8VFhbilVdeQY8ePeDl5YXOnTvjoYcewj//+U9cunSpyUkTEZmzi1kGYcEE3P3BzoKJqOFcHO0wJVzcfuCr4+bRfqBBRdOMGTPw9ddfY+bMmfi///s/vPjii9izZw8+//xz9OrVC5MmTUJmZmZL5UpE1Krkmu21dbLHJLYZIGq0mTIdws2l/UCDiqadO3fi22+/xaJFizB37ly88MILsLe3x/fff4/k5GT4+flh4MCBSE42n0VbRETN4XZxObaeyhDGHx/UEVp7thkgaqw62w8ktH77gQYVTb6+vigurv0smI4dO2LVqlV47rnn8OKLLzZLckRE5uKLY+koq6y9zYBGrcJ0thkgajK52abrua3ffqBBRdOLL76I2bNn48yZM8IxTz75JPbs2dPkxIiIzEWl0YRPE1KE8bG9/NDOvY1i+RBZq/u6ept1+4EGF02PPvoowsPDMXbsWKxcuRImk6nawsfNmzfDy8ur2RMlImotO3+5iUx9qTDONgNEzUOtVmFGpHjW9l77gdbS4I7gb7/9NhISEqDT6fDyyy/jzp07CA0NRXBwMDw9PfHWW2/h3XffbYlciYhaxYbDKcJYr3ZuGBDYVrlkiKzco+Ed4OIobiO5MSFFsVx+r0HNLe8ZOHAgYmNjUV5ejpMnTyIpKQkGgwFeXl4YNWoUfHx8mjtPm3dv58C4UD/4uGlbOx0im3E+Q4+jKeI2A7OGsM0AUXNy1dpjSngH4aHYXx2/gZejussWVi2lSQf2Ojg4ICIiAjNmzMD8+fMxbdo0xQqm5cuXIzg4GFqtFuHh4Th48KDs+C1btqBnz55wdHREz549sXXr1mpxSZLwxhtvoF27dmjTpg1GjBiBCxdq706qpJS8Yrz5/QVEvL0br2+7gM8S01o7JSKbItdmwNPZARP7tFMuGSIbIXeLrqisUvbA7JbUoKIpLa1hH9gZGeLtuU0RGxuLBQsWYPHixTh16hSGDx+OcePGCfNLSEjA1KlTER0djTNnziA6Ohp//OMfkZiYWDXmnXfewQcffICPPvoIx44dg5+fHx588EEUFha2yHuQI0kSDiTlYvaGYxj5/j6sP5xS1dTr88RUlFUaFc+JyBblF5XhuzPi3nNPDGabAaKW0MnbBSNk2g9siG+d9gMNKpoGDhyImJgYHD16VDhGr9dj9erVCA0NxTfffNPkBGvzwQcfYM6cOZg7dy5CQkKwbNkyBAQEYMWKFbWOX7ZsGR588EEsWrQIPXr0wKJFi/DAAw9g2bJlAO4WKcuWLcPixYsxefJkhIaG4pNPPkFJSQk+//zzFnkPci5lF2LGuqPYcykHvz/kJq+oHD+ezVI8JyJb9MWxdJQL2gzYqVV4cjDbDBC1lFlm2H6gQUXTxYsXodPpMHbsWPj6+mL8+PGIiYnB888/j+nTp6N///7w8fHBhg0b8O677+L5559v9oTLy8tx4sQJREVFVXs+KioK8fHxtb4mISGhxvgxY8ZUjU9OTkZ2dna1MY6Ojrj//vuF1wSAsrIyGAyGao/mEOIvv7B0/eEU8MhAopZVYTTh04RUYXxcb3/46bi+kKil3NfVW/aQXrlb5y2lQUWTh4cH3nvvPWRmZmLFihXo1q0b8vLycOXKFQB3ezSdOHEChw8fxrhx41ok4by8PBiNRvj6+lZ73tfXF9nZ2bW+Jjs7W3b8vf9tyDUBYOnSpdDpdFWPgICABr8fEbktzOcy9DiZVtBsX4uIavr5QjayDTJtBmR+CyaiplOrVZgps7Zpz6UcxdsPNGrpuVarxeTJkzF58uTmzqfefr9bRZIk2R0s9Rnf0GsuWrQICxcurPqzwWBotsJpTC8/+LlphT+0N8SnIJzbnIlazHqZNgNhHXTo39FduWSIbNSj4R3w3s4k4WG9289l4bmRXRTLp0n79Xbv3o3du3cjJycHJlP1+/7r1q1rUmIiXl5e0Gg0NWaAcnJyaswU3ePn5yc73s/PD8DdGSd/f/96XRO4ewvP0dGxUe+jLvYaNaIjA/Huz5drjf90LgvZD4Xw9gBRCzh7owAnUm8L42wzQKSM2toPqFV3JxZmDgnC4GAPRfNpdMuBN998E1FRUdi9ezfy8vJw+/btao+W4uDggPDwcMTFxVV7Pi4uDkOGDKn1NZGRkTXG79y5s2p8cHAw/Pz8qo0pLy/H/v37hddUwrSBAXCwq/0/UaVJwqZE8XoLImo8UX8YAPByccD4MH9hnIia1732A+5O9vjTiM44+NdRWDE9HBGdPBX/5aXRM00rV67Ehg0bEB0d3Zz51MvChQsRHR2NAQMGIDIyEh9//DHS0tIwb948AMCMGTPQvn17LF26FMDd41/uu+8+/Otf/8KkSZPw3XffYdeuXTh06BCAu7flFixYgLfffhtdu3ZF165d8fbbb8PJyQlPPPGE4u/vHk8XR0zq0w5fnai9H8XniWl4bmQXbnkmaka5hWX44Yx4h+oTgwPhaMd/c0RK6eTtgvVPDURkJ89W/7xrdNFUXl7earMwU6dORX5+PpYsWYKsrCyEhoZi+/btCAy8W42mpaVBrf51hmbIkCH44osv8Oqrr+If//gHOnfujNjYWAwePLhqzF/+8hfcuXMHzz77LG7fvo3Bgwdj586dcHV1Vfz9/dbMIUHCoim/uBw/nM3ClPAOCmdFZL02H01DubH2NgP2GhWmD+6ocEZENLK7eZw0opIauXf9r3/9K1xcXPCPf/yjuXOyWAaDATqdDnq9Hm5ubs123T+uTBAe49CrnRt+eH4Y11cQNYPyShOG/WsPcgrLao0/3Lcdlk3rp3BWRNTS6vv53eiZptLSUnz88cfYtWsXwsLCYG9vXy3+wQcfNPbS9DuzhgYJi6YLmQacSL2NAUHKLoYjskY/nc8SFkwAMGtosILZEJG5aXTRdPbsWfTt2xcAcP78+Woxzno0r6ievvDXaZGlr739wPr4FBZNRM1AbgF43wB39A1gmwEiW9boomnv3r3NmQfJsPv/2w+8s6P29gM7zmcjS38H/ro2CmdGZD1OpxfglEzT2KdkGs4SkW1odMsBUta0gR3hKGg/YDRJ+OwI2w8QNcWGw8nCmLerI8aFss0Aka1r0EzTwoUL8dZbb8HZ2blaJ+zacE1T8/JwdsDDfdsj9nh6rfHPE9Pw/Kiurb4dk8gS5RhK8eM5cZuB6YMDhT3TiMh2NKhoOnXqFCoqKqr+vwjXNLWMmUOChEXT7ZIKbDuTiT8OaL7z74hsxabENFQYa99I7KBR4wm2GSAiNLBo+u06Jq5pUl7Pdm4YHOyBxOTad9JtOJyCx8I7sGglaoCySiM2JaYJ4xP6+MPbtWWOSyIiy9Lo+eY7d+6gpKSk6s+pqalYtmwZdu7c2SyJUe3kFqP+kmXAsZSWO8KGyBptP5eFvCJxm4GnhrDNABHd1eiiadKkSdi4cSMAoKCgAIMGDcL777+PSZMmYcWKFc2WIFU3OsQX7d3Fu+Q2xIsXsxJRdZIkYf3hFGE8PLAtenfQKZcQEZm1RhdNJ0+exPDhwwEAX3/9Nfz8/JCamoqNGzfiP//5T7MlSNXdaz8g8vOFm8gouKNgRkSW61R6Ac7e0Avjs4YEKZcMEZm9RhdNJSUlVeey7dy5E5MnT4ZarUZERARSU7n9vSVNGxgArT3bDxA1ldwsk6+bI8aG+imXDBGZvUYXTV26dMG3336L9PR0/Pzzz4iKigIA5OTkNOu5a1STu5MDHunXXhjffDQNpRVGBTMisjzZ+lL8JNNmIDoiEPYathkgol81+ifCa6+9hldeeQVBQUEYPHgwIiMjAdydderXjwdatrSZMrcNCkoq8N3pDOWSIbJAnx5JQaVJ0GbATo3HB7HNABFV1+iiacqUKUhLS8Px48exY8eOqucfeOABfPjhh82SHIn18HNDZCdPYXz94RRIUu0fCES2rrTCiM9l2gxM6tMOni5sM0BE1TVp7tnPzw/9+vWDWv3rZQYNGoQePXo0OTGq2yyZ9gOXsguF/ZyIbN23pzJwu6RCGH9qKNsMEFFNvGFvwepsPyCzyJXIVtXVZmBwsAd6tuO6TCKqiUWTBdOoVZg5RNx+YOcv2bhxu0QYJ7JFCdfycflmoTDOWSYiEmHRZOGmDuiINoJDek0S8GkC2w8Q/dY6mVmmDm3b4MGevsolQ0QWhUWThdM52eOR/vLtB0rKKxXMiMh8peYXY/elm8L4zMggaNQ8u5GIaseiyQrIdS02lFbi21OZyiVDZMY+iU+FaFOpk4MGfxwYoGxCRGRRWDRZgW6+rhjaRdx+YEN8MtsPkM0rKqvEV8fThfEp4R2ga2OvYEZEZGlYNFmJWTInsSfdLELCtXwFsyEyP18fT0dhmfhWtVzDWCIigEWT1RjVwwcBHuL2A+vjU5RLhsjMmEwSNsj8GxjR3RudvV2US4iILBKLJiuhUaswMzJIGN918SbS8tl+gGzT3ss5SJH5+882A0RUHyyarMhjAwLg5FB7+wFJAtbHJyucEZF5kGtm2dnbGfd19VIuGSKyWCyarIiujT0e7d9BGP/yWDoMpeKjI4isUdLNQhy6mieMzxoaDJWKbQaIqG4smqyM3Hl0xeVGfHlMvHuIyBrJzTK5ae3wqEyfMyKi32LRZGU6e7tgZHdvYXz94RRUGk0KZkTUegpKyrH11A1hfNqgjnBysFMwIyKyZCyarNCcYZ2EsYyCO9j5i7gjMpE12Xw0HaUVtf+SoFYBMyLFZzcSEf0eiyYrNLSLJ3r4uQrjaw9xQThZv0qjCZ8mpAjjY3r5oUNbJ8XyISLLx6LJCqlUKsyW2UJ9IvU2TqcXKJgRkfJ+vnATmfpSYZxtBoiooSyuaLp9+zaio6Oh0+mg0+kQHR2NggJxAXDr1i08//zz6N69O5ycnNCxY0e88MIL0Ov11capVKoaj5UrV7b022kxf+jbDl4uDsI4Z5vI2q09dF0Y69XODQOD2iqYDRFZA4srmp544gmcPn0aO3bswI4dO3D69GlER0cLx2dmZiIzMxPvvfcezp07hw0bNmDHjh2YM2dOjbHr169HVlZW1WPmzJkt+VZalNZegycHi9drbD+XhcyCOwpmRKSck2m3cTJN/MvUU2wzQESNYFHbRi5evIgdO3bgyJEjGDx4MABg9erViIyMxOXLl9G9e/carwkNDcWWLVuq/ty5c2f885//xPTp01FZWQk7u1+/Be7u7vDz82v5N6KQ6RGBWLHvGspr2S1nNEn4JCEFi8aFKJ8YUQuTm0n1cnHAxD7+CmZDRNbComaaEhISoNPpqgomAIiIiIBOp0N8fHy9r6PX6+Hm5latYAKA+fPnw8vLCwMHDsTKlSthMslvzS8rK4PBYKj2MCfero6Y1LedML45MQ3FMgeYElmi9Fsl+OlcljAeHREER7vaO+cTEcmxqKIpOzsbPj4+NZ738fFBdnZ2va6Rn5+Pt956C88880y159966y189dVX2LVrF6ZNm4aXX34Zb7/9tuy1li5dWrW2SqfTISAgoP5vRiFzhosXuxpKK7HlpLiHDZEl+iQ+BSap9piDnRrTIzoqmxARWQ2zKJreeOONWhdi//Zx/PhxAKh1HYIkSfVan2AwGDB+/Hj07NkTr7/+erXYq6++isjISPTt2xcvv/wylixZgnfffVf2eosWLYJer696pKebX7ftHn5uGNrFUxhffzgFJtEnDJGFKSytwBcyXe8f7d8eni6OCmZERNbELNY0zZ8/H9OmTZMdExQUhLNnz+LmzZqNGXNzc+Hr6yv7+sLCQowdOxYuLi7YunUr7O3tZcdHRETAYDDg5s2bwms7OjrC0dH8fwDPGRaMw1fza40l5xVjz6UcjO4p//0jsgSxx9JRJHPLWa4VBxFRXcyiaPLy8oKXV92njEdGRkKv1+Po0aMYNGgQACAxMRF6vR5DhgwRvs5gMGDMmDFwdHTEtm3boNVq6/xap06dglarhbu7e/3fiJka0c0HnbydcT23uNb42kPJLJrI4lUaTbLnzI3o7o2uvuKmr0REdTGL23P1FRISgrFjxyImJgZHjhzBkSNHEBMTgwkTJlTtnMvIyECPHj1w9OhRAHdnmKKiolBcXIy1a9fCYDAgOzsb2dnZMBqNAIDvv/8eq1evxvnz53Ht2jWsWbMGixcvxtNPP20RM0l1UatVso38Eq7n40KmXhgnsgQ/X7iJDJk2GnNljhciIqoPiyqaAGDTpk3o3bs3oqKiEBUVhbCwMHz66adV8YqKCly+fBklJSUAgBMnTiAxMRHnzp1Dly5d4O/vX/W4twbJ3t4ey5cvR2RkJMLCwvDvf/8bS5Yswfvvv98q77ElPNq/PXRtxLck1x1KUS4ZohawRqaZZQ8/V9m1fURE9aGSJImrgJuJwWCATqeramlgbv614xJW7LtWa8xBo8ahv42Ej2vdty6JzM2J1Nt4dIW47ci7U8Lw2ADz291KROahvp/fFjfTRI03MzIIduradxmWG034LCFV4YyImofckSleLo74g0y/MiKi+mLRZEP8dFqMDxN3Qv4sMQ2lFUYFMyJquvRbJdhxXtynbWZkIJtZElGzYNFkY+YMEy8Iv1VczmaXZHHWHxY3s3S0U+PJCPEZjEREDcGiycaEdXCXPd19zcFkGNnskiyEobQCscfShPFHwzvAw9lBwYyIyJqxaLJBc2S2XifnFSPul5oNRInM0RdH01BcLr6lzGaWRNScWDTZoAd7+iLI00kYX3XgGripksxdeaVJtlXGqB4+6OLjolxCRGT1WDTZII1ahbnDxbNNp9IKcDz1toIZETXctjOZyDaUCuNy6/eIiBqDRZONmhLeAZ4yaz1W7Rdv4SZqbSaThI8P1N5zDAB6+rthSGc2sySi5sWiyUZp7TWYERkkjO+6eBNXc4qUS4ioAfYl5SDppvjv5zP3d4JKVXtPMiKixmLRZMOiIwOhtRf/FVhzkLNNZJ5WysyEtndvg/G9xf3IiIgai0WTDfNwdsAfZY6W+OZkBnIKxWtGiFrDqbTbOJp8SxifOzwYdhr+aCOi5sefLDZu7rBOEJysgnKjCZ/EpyiaD1FdPj4gnmVyd7LH1IE8Y46IWgaLJhvX0dMJ40JljlY5kobiskoFMyISS84rxo4L4iNToiMC4eRgp2BGRGRLWDQRnr5P3H5Af6cCscfSFcyGSGz1wesQtRBzsFNj5pAgRfMhItvCoonQJ8Adg4M9hPG1h5JRaTQpmBFRTbmFZfj6hPhsxMfCO8DLxVHBjIjI1rBoIgB3t2iLZBTcwY/nshTMhqimjQkpKK+svXhXqSDbsJWIqDmwaCIAwIhuPugqc+TExweu82gVajXFZZXYmJAqjI/tsPr2xgAAIABJREFU5YdgL2cFMyIiW8SiiQAAarUKMTJrmy5kGnDgSp6CGRH9KvZYOvR3KoRxuXV5RETNhUUTVZnUtx18XMVrQv6396qC2RDdVWE0Ye2hZGF8cLAH+nVsq2BGRGSrWDRRFUc7DWbLHHJ6NPkWjqWImwoStYRtpzORUXBHGJdbj0dE1JxYNFE1Tw7uCDetuM/Ncs42kYJMJgnL94n/znXzdcGIbj4KZkREtoxFE1XjqrXHLJleN3sv5+JCpl65hMim7biQjWu5xcJ4zPBOUIta2hMRNTMWTVTDrKHBaGOvEcaX77umYDZkqyRJkl1H106nxaS+7RXMiIhsHYsmqsHD2QFPDO4ojG8/l4XruUUKZkS2aN/lXFzINAjjz9zfGQ52/BFGRMrhTxyqVczwTrDX1H7bQ5KAlfs520QtR5IkfCQzy+Tl4siDeYlIcSyaqFZ+Oi2mhHcQxr85mSG7o4moKY5cv4UTqbeF8bnDg6GVuYVMRNQSWDSR0DP3dYZojW2lScLqA9eVTYhshtyOOV0be0yPCFQwGyKiu1g0kVCQlzPGh7UTxr84loa8ojIFMyJbcCa9AAdlus/PGhIEF0dxWwwiopbCoolkPTuiszBWWmHC+sPiTs1EjSG3lsnZQYOnhgYplwwR0W+waCJZIf5ueKCHuHngxvhUGErFZ4IRNcSlbAPifrkpjE+PCIS7k4OCGRER/YpFE9Xp2ZFdhLHCskp8KnP6PFFDLN8r3pXpYKfGnOHiY36IiFqaxRVNt2/fRnR0NHQ6HXQ6HaKjo1FQUCD7mhEjRkClUlV7TJs2rcnXtRXhgW0R0clDGF9z8DqKyyoVzIisUUpeMX44mymMTxsYAB9XrYIZERFVZ3FF0xNPPIHTp09jx44d2LFjB06fPo3o6Og6XxcTE4OsrKyqx6pVq5rlurbiOZnZptslFdjI2SZqohX7rsEk1R6zU6vwzP3i9XVEREqwqC0oFy9exI4dO3DkyBEMHjwYALB69WpERkbi8uXL6N69u/C1Tk5O8PPza/br2ophXbwQ1kGHszdqP3du9cHrmBEZCGfuaqJGuHG7BN+cuiGMP9KvPdq7t1EwIyKimixqpikhIQE6na6qsAGAiIgI6HQ6xMfHy75206ZN8PLyQq9evfDKK6+gsLCwydctKyuDwWCo9rBWKpUKL4zqKozfKi7HZ0c420SN87+9V1FhrH2aSa0C/iSzi5OISCkWVTRlZ2fDx6fmTi4fHx9kZ2cLX/fkk09i8+bN2LdvH/7xj39gy5YtmDx5cpOvu3Tp0qo1UDqdDgEB1n2swwMhPght7yaMf3zgOkrKubaJGib9Vgm+Oi6eZXqotz86ebsomBERUe3Momh64403aizU/v3j+PHjAO7OePyeJEm1Pn9PTEwMRo8ejdDQUEybNg1ff/01du3ahZMnT1aNacx1Fy1aBL1eX/VIT09vyNu2OHXNNuVztoka4X97r6JStJgJwPxR4vV0RERKMosFKPPnz6+xm+33goKCcPbsWdy8WbOHS25uLnx9fev99fr37w97e3tcuXIF/fv3h5+fX6Ou6+joCEdHx3p/XWvwYE9f9PR3wy9Ztd+K/PjAdURHBKGNA88Fo7ql3yrB1yfEs0zje/ujh594dpOISElmUTR5eXnBy8urznGRkZHQ6/U4evQoBg0aBABITEyEXq/HkCFD6v31Lly4gIqKCvj7+zfrdW2BSqXCi6O74plPT9Qazysqx6bEVMwd3knhzMgSfbRHPMukUgEvPCCe2SQiUppZ3J6rr5CQEIwdOxYxMTE4cuQIjhw5gpiYGEyYMKFqh1tGRgZ69OiBo0ePAgCuXbuGJUuW4Pjx40hJScH27dvx2GOPoV+/fhg6dGi9r0u/iurpixB/8W//K/dfw51yo4IZkSVKyy/BlpPya5m6+7kqmBERkTyLKpqAu7vgevfujaioKERFRSEsLAyffvppVbyiogKXL19GSUkJAMDBwQG7d+/GmDFj0L17d7zwwguIiorCrl27oNFo6n1d+pVKpcKLD4jXmeQVlWNjQopi+ZBl+mjvFdlZphc5y0REZkYlSZJ4BSY1iMFggE6ng16vh5ubda/DMJkkPPSfg7iUXVhrvK2TPQ78ZSRctfYKZ0aWIC2/BCPf3wejoGiaEOaPj57or3BWRGSr6vv5bXEzTWQe1GqV7EzA7ZIKrDuUolxCZFH+vfuKsGDiLBMRmSsWTdRoY3r5ya5tWnPwOgpKyhXMiCzBlZuF2CrT/XtCWDt09eVaJiIyPyyaqNHUahVeieomjBeWVWLVgesKZkSW4IO4JOEZcyoV8AL7MhGRmWLRRE0yqocP+nV0F8Y3HE5BbmGZghmROTt7owA/nRd32f9DH84yEZH5YtFETaJSqfBKlLgtw50KI5bvu6pgRmTO3tuZJIzZqVV4abR45pKIqLWxaKImG9rFC5GdPIXxTUfSkFlwR8GMyBwduZ6PA0m5wvgfBwYgyMtZwYyIiBqGRRM1i1fGiGcIyo0m/HfPFQWzIXMjSRLe+/myMO5gp5Y915CIyBywaKJmER7ogZHdvYXxL4/fwNWcIgUzInOy73IujqfeFsZnRgbCT6dVMCMiooZj0UTN5mWZtU1Gk4R3dvx/7d15WBRnggbwt7s5mrMRuURBEDzAW1SExEQ0g5L1gElMiBN0Mx7RSLKsbnQ1WUUTNcYcY9R4R92MxqgZI0wSRt0YjyAiCuKJAQ9A5FCkG+WG3j9c2ThSRatQ1d28v+fhecauD3ipKP3OV1Xfd0nCNGQsGhr0WCEyy2RnpcKMYXxijoiMH0sTtZheHTWI6OUheHz/hSKcul4qYSIyBt9n3MCFmzrB41OGdoGznZWEiYiIngxLE7Wo/xjZHSqlQvD4sh8vgTv3tB1VtfWi9zI52VpiylBfCRMRET05liZqUX6u9nh1kJfg8bTrd3DgQpGEiUhOW5OvoUBbJXh8xvN+3J+QiEwGSxO1uLgRXWFjqRI8/vE/slBX3yBhIpLDnXs1WHNIeI0uT40ak0J9pAtERPSUWJqoxbk5qkUvuWQX38WeU8J7j5F5WPVzNsqr6gSPzw7vDrVIuSYiMjYsTdQqpj0nfnPv5wcvo6JG+A2VTFvu7Qp8nXJN8HhAB0dE9e8oXSAiohbA0kStwkFtKbrxapGuGhu4ma/Z+vgfl1BbL3zD//wXe0Ap8sAAEZExYmmiVjMhuDO8nW0Fj687nIObWm6vYm4y8srw98ybgsef6+aKoV2FF0IlIjJWLE3UaqwslPiPkcILXlbVNuDjJOHH0cn06PV6LE48L3hcoQDmRfSQMBERUcthaaJWNbp3B/T1chI8vjf9BtJzhbfXINOScKYAp3PLBI+/NKATAjo4SpiIiKjlsDRRq1IqFVgwOlB0zOK/X+CCl2agoqYOy34U3irH2kKJ2eHCGzsTERk7liZqdUGd22FsX0/B4+m5ZUg4UyBhImoNa3/JQaFOeCHLqUO7oIPGRsJEREQti6WJJDE3ogesLYT/un300yVU1tRLmIhaUl5pBdaLPA3p7miNGcP8JExERNTyWJpIEh2dbPDmc10Ej9/UVmHd4RwJE1FLWvrjRdTUCa/yPi8iAHbWFhImIiJqeSxNJJnpw/zg7mgteHzd4Rzk3q6QMBG1hOScW/jpXKHg8QHeThjXT/jyLBGRqWBpIsnYWllg7ijhx82r6xoQn3ieN4WbkLr6BixOvCA6ZuGYnlAouJAlEZk+liaSVGS/jqJLEPx8qRgHLhRJmIiextbka7hUWC54fHxQJ9H/3kREpoSliSSlVCoQPyYQYhMPixIvcF86E1BQVonPDlwWPG5npcK7o4QXNyUiMjUsTSS5/t7tED3IS/D4jbJKrP45W8JE9CQWJZ5HhcgTj2+P6Ao3B7WEiYiIWhdLE8lizsgeaGdrKXh849EryC6+K2EiehwHLxThH+eFL6N2cbXDG8/4SBeIiEgCLE0ki3Z2VqI3hdfW67Ew4RxvCjdCFTV1WJggvL8cACyJ7A1rC5VEiYiIpMHSRLJ5ZaAX+nsL3yT8a/Zt7E2/IWEiMsQX/5ONG2WVgsf/2L8jQvzaS5iIiEgaJlea7ty5g5iYGGg0Gmg0GsTExKCsTHiD0GvXrkGhUDT5sXv37sZxTR1ft26dFD9Sm6VUKvBhZC8oRW4KX/z3Cygpr5YuFIm6XFSOTUeFV/52VFtg/r8ESJiIiEg6JleaJkyYgIyMDCQlJSEpKQkZGRmIiYkRHO/l5YWbN28+9LFo0SLY2dkhIiLiobFbtmx5aNykSZNa+8dp83p6ajAxxEfweFlFLeITxS8FkTTq6hvw7p5M1DUIXzL9z4gAuNgLL2BKRGTKTGpfg4sXLyIpKQkpKSkIDg4GAGzcuBEhISHIyspC9+6PPt6sUqng4eHx0Gt79+7Fq6++Cnt7+4ded3JyemQstb5Z4d3ww9mbgjNKP2TexNi+hRjZk/9t5LT52FWcyROe1e3v7ST6VCQRkakzqZmm48ePQ6PRNBYmABgyZAg0Gg2Sk5MN+hqnTp1CRkYGJk+e/Mix2NhYuLi4YNCgQVi3bh0aGoT30gKA6upq6HS6hz7o8TmqLfHBuJ6iY/7r+3PQVtZKlIj+WXbxXXwqsiaTSqnAksjeUIpdayUiMnEmVZoKCwvh5ub2yOtubm4oLBTe++r3Nm/ejICAAISGhj70+gcffIDdu3fj4MGDiI6OxuzZs7F06VLRr7Vs2bLGe6s0Gg28vPj/sp/UqF4dENFLeCapuLwaS3+4KGEieqC+QY85e86Ibsj752d8EOjpKGEqIiLpGUVpio+PF7xZ+8FHWloaADS5h5Verzdob6vKykrs2LGjyVmm999/HyEhIejXrx9mz56NxYsXY8WKFaJfb968edBqtY0feXl5Bv7E1JRF43rCUS18xfjbtDwc++2WhIkIALb8ehWnc4Uvy/m0t8WsP3DlbyIyf0ZxT1NsbCyio6NFx/j4+CAzMxNFRY8uqFdSUgJ3d/dmv8+ePXtQUVGBiRMnNjt2yJAh0Ol0KCoqEvza1tbWsLbmTa8txc1Bjf8aHYh392QKjpn7XSZ+/Leh0NgIL4xJLefarXv4ZH+W4HGFAvj45b6wseKaTERk/oyiNLm4uMDFxaXZcSEhIdBqtUhNTcXgwYMBACdOnIBWq33kcltTNm/ejLFjx8LV1bXZsenp6VCr1XBy4majUno5qBMSzhTgqMCM0o2ySizcdw5/ie4vcbK25/5luUxU1QpflpsU4oPBvs4SpiIiko9RXJ4zVEBAAEaNGoWpU6ciJSUFKSkpmDp1KkaPHt345NyNGzfQo0cPpKamPvS52dnZOHLkCKZMmfLI101MTMTGjRtx7tw55OTkYNOmTXjvvfcwbdo0ziRJTKFQYGlUb9iKzFx8n1GAhDMFEqZqm9YdzkHqtVLB497OtpjDDXmJqA0xqdIEANu3b0fv3r0RHh6O8PBw9OnTB19//XXj8draWmRlZaGiouKhz/vqq6/QsWNHhIeHP/I1LS0t8eWXXyIkJAR9+vTBypUrsXjxYnz66aet/vPQo7ycbTFnpPib8ft7z6JAZFVqejoZeWX4XORpOQBY/lIf2FoZxWQ1EZEkFHpu7tVidDodNBoNtFotHB35JNHTaGjQI+arE/g1+7bgmJAu7bF9SjAfc29hd6vr8C9fHMX12xWCY14f4o0PI3tLmIqIqPUY+v5tcjNN1DYolQp8Mr6v6A3fx6/cxle/XpUwVdsQn3BetDB5OdvgPyO4VQoRtT0sTWS0OmhssCSql+iYj5OycDZfK1Ei85d4pgB7TuULHlcpFfjLq/1hb83LckTU9rA0kVEb3ccTf+zfUfB4TX0D3tpxCtoKrhb+tPLvVGD+3rOiY94Z3hVBndtJlIiIyLiwNJHRix/XEx2dbASP55VWYvbuDDSIbCRL4qpq6/HW9tMor6oTHDPIpx1mhvlJmIqIyLiwNJHRc1Rb4rNX+kJs0feDF4ux4egV6UKZmfiE88gUuczpoLbA56/2g4WKvzKIqO3ib0AyCcFd2mPmMH/RMSv+kYUTV4SftqOm7UzNxc6T4lsALYnqjU7tbCVKRERknFiayGTEvdAVIV3aCx6vb9Aj9pt0FJdXSZjKtGXml2FBwnnRMX8c0BFj+3pKlIiIyHixNJHJsFApsfK1fnBzEF6lvaS8GjP+ehpVtfUSJjNNpfdqMOOvp1FTJ7xNSjd3e3wwTvwJRiKitoKliUyKm4Maq17rD5XIgpanrt/BvL+dBddtFVZb34DYHadxQ2RVdQdrC6yPGQg7Li9ARASApYlMUHCX9ni3mW1W9qbfwKqfsyVKZFr0ej3m/e0sknPE7//67NV+8HWxkygVEZHxY2kikzRtaBe8EOAuOuazA5eRyI19H7Hq52zRBSwBIDbMH38IFD+/RERtDUsTmSSlUoFPx/dtdiZk9u4zOJ17R6JUxu9vp/PxWTMb8Q7t6oJ//0M3iRIREZkOliYyWRpbS2yeNFB0f7qaugZM3ZaGKyV3JUxmnJKzb2Hud5miYzo62eCLaPF7xoiI2iqWJjJpXVztsfb1AbAQeZO/fa8Gf9p0AnmlwpvQmruLN3V486+nUFsvfHO8g9oCW94YhHZ2VhImIyIyHSxNZPJC/VywNKq36Jib2iq8vvkEinVtbw2nrMJy/GnTCdEtUiyUCqx/PQjd3B0kTEZEZFpYmsgsvDLIC28+30V0zPXbFfjTphMovVcjUSr5ZReX40+bUpr9mT96qQ9C/V0kSkVEZJpYmshszB3ZAyN7ij/x9VvxXUz86gS0lbUSpZJPTsldvLbxBG7dFS9McS90xctBnSRKRURkuliayGwolQqsjO6PIV2cRcedu6HD62Y+43Tt1j1M2JiCkvJq0XEvB3XCv43oKlEqIiLTxtJEZkVtqcKmSYPQz8tJdNzZG1pEbzhulvc4Xbypw/j1x1GkEy9MI3q4YWlUbygUfFKOiMgQLE1kduytLbDtjcEI6OAoOu5y0V38cW0ycsxoOYKT10rxyvrjzc4wDevuii9fHwArC/4KICIyFH9jklnS2Fri68mD4ecqvvhl/p1KvLQ2GWnXSiVK1noSzhQ0+5QccH/xynWvB8HaQiVRMiIi88DSRGbLxd4a26cMgZezjei4sopaTNh4ArvS8iRK1rIaGvRYefA3vPNNOmrqGkTHhvq1x4aYgVBbsjARET0uliYyax4aNXa9GYIuzcw41dQ3YM6eTMQnnG+2eBgTbWUtpn19Cp8fFN8aBQAG+zpj06SBsLFiYSIiehIsTWT2OmhssOvNEPTwaH7hxq3J1zB+/XGTWD38bL4W41Yfw8GLRc2OHdbdFdveGAxbKwsJkhERmSeWJmoTXOyt8e20EAT7ii9HAABn8srw4hdH8bfT+dDrhbcdkUt9gx5rf8lB1Je/4trt5stdVP+O2DiRM0xERE+LpYnaDI2tJf578mCM7tOh2bHlVXWYtesMpn19CoVa41mWIKuwHC+vS8bypEuoa2i+0M0Y5odPx/eFpYr/1ImInhbn6qlNsbZQ4Yvo/vB1scOqn7ObHX/gQhGSs28h7oVu+NdnfGQrH+VVtVhzKAebj10R3XT3AUuVAkuieuOVgV4SpCMiahsUemO8/mCidDodNBoNtFotHB3F1wgi+f149iZm7zqDytp6g8Z3bm+LWX/ohjF9PKFUSrMgZFVtPXal5eGL//mt2e1QHnB1sMaaCQMw2IBLkUREZPj7N0tTC2JpMj1ZheWYueM0sosNX+DS380e057rgnH9PFttrSNtZS12p+Vh49Erza7s/XuDfZyxekJ/uDmqWyUXEZE5YmmSAUuTaaqoqcOCfeex51T+Y32es50Vovp3xEsDOiGgg8NTb0fS0KBH6rVS7Mu4gX0ZBaioMWwGDACUCiB2eFe8Pdyf9y8RET0mliYZsDSZtp/O3sT735/D7SfYyNfL2QYjergj2NcZQZ3bwdXButkSpdfrcf12Bc7kl+Hob7dw5HIJipvZ/qQp3s62+OyVvhjow8txRERPwmxL05IlS/DDDz8gIyMDVlZWKCsra/Zz9Ho9Fi1ahA0bNuDOnTsIDg7GmjVr0LNnz8Yxd+7cwTvvvIOEhAQAwNixY7Fq1So4OYlv/Pp7LE2m7/bdaixKvICEMwVP9XWcbC3RxcUObg5qtLOzgpVKAYVCgYqaOpRV1OJGWSVyb1egvFp8yxMxKqUCU571RdwL3bicABHRUzDb0rRw4UI4OTkhPz8fmzdvNqg0LV++HEuWLMHWrVvRrVs3fPjhhzhy5AiysrLg4HB/wcOIiAjk5+djw4YNAIBp06bBx8cHiYmJBmdjaTIfyTm3sGDf+ce610lKwb7OWDAmED09NXJHISIyeWZbmh7YunUr4uLimi1Ner0enp6eiIuLw9y5cwEA1dXVcHd3x/Lly/Hmm2/i4sWLCAwMREpKCoKDgwEAKSkpCAkJwaVLl9C9e3eDMrE0mZfa+gbsOZWPvxy8/Fg3Y7emLq52mDOyB0b2dH/qe6iIiOg+Q9+/zf6O0atXr6KwsBDh4eGNr1lbW+P5559HcnIyAOD48ePQaDSNhQkAhgwZAo1G0zimKdXV1dDpdA99kPmwVCnx2mBvHH43DAvHBKKjk/jGv62pm7s9Vkb3w4F/fx6jenmwMBERycDsF7csLCwEALi7uz/0uru7O65fv944xs3N7ZHPdXNza/z8pixbtgyLFi1qwbRkjNSWKrzxjC9ihnTGT+cKsfNkLn7Nvt3q31elVGB4Dzf8a6gPQv3asygREcnMKGaa4uPjoVAoRD/S0tKe6nv88xuOXq9/6LWm3pD+ecw/mzdvHrRabeNHXl7eU2Uk42ahUmJMX09snzIER+eE4d2R3dHXy/AHBQz6HkoFBvs644NxPZE6fwQ2ThyIZ/xdWJiIiIyAUcw0xcbGIjo6WnSMj4/PE31tDw8PAPdnkzp0+P89x4qLixtnnzw8PFBU9OhO8SUlJY/MUP2etbU1rK2tnygXmTYvZ1vMDPPHzDB/FOuqcOJqKU5eK0VmvhbZxXdx18Cn4hzUFujlqUHvThoEdW6HUL/2cFBbtnJ6IiJ6EkZRmlxcXODi4tIqX9vX1xceHh44cOAA+vfvDwCoqanB4cOHsXz5cgBASEgItFotUlNTMXjwYADAiRMnoNVqERoa2iq5yHy4Oaoxpq8nxvT1BHB/hrJIV40iXRVKyqtRXl2Luno9GvR62FpZwN7aAu3treDtbAuNjSVnkYiITIRRlKbHkZubi9LSUuTm5qK+vh4ZGRkAAH9/f9jb2wMAevTogWXLliEqKgoKhQJxcXFYunQpunbtiq5du2Lp0qWwtbXFhAkTAAABAQEYNWoUpk6divXr1wO4v+TA6NGjDX5yjugBhUIBD40aHhpuZUJEZE5MrjQtWLAA27Zta/zzg9mjQ4cOYdiwYQCArKwsaLXaxjFz5sxBZWUl3nrrrcbFLffv39+4RhMAbN++He+8807jU3Zjx47F6tWrJfiJiIiIyBSY7DpNxojrNBEREZkertNERERE1IJYmoiIiIgMwNJEREREZACWJiIiIiIDsDQRERERGYCliYiIiMgALE1EREREBmBpIiIiIjIASxMRERGRAUxuGxVj9mBxdZ1OJ3MSIiIiMtSD9+3mNklhaWpB5eXlAAAvLy+ZkxAREdHjKi8vh0ajETzOvedaUENDAwoKCuDg4ACFQiH599fpdPDy8kJeXh73vmsCz484nh9xPD/CeG7E8fyIM4bzo9frUV5eDk9PTyiVwncucaapBSmVSnTq1EnuGHB0dOQ/TBE8P+J4fsTx/AjjuRHH8yNO7vMjNsP0AG8EJyIiIjIASxMRERGRAVTx8fHxcoeglqNSqTBs2DBYWPDKa1N4fsTx/Ijj+RHGcyOO50ecqZwf3ghOREREZABeniMiIiIyAEsTERERkQFYmoiIiIgMwNJEREREZACWJjM2duxYeHt7Q61Wo0OHDoiJiUFBQYHcsWR37do1TJ48Gb6+vrCxsYGfnx8WLlyImpoauaMZjSVLliA0NBS2trZwcnKSO47svvzyS/j6+kKtViMoKAhHjx6VO5LROHLkCMaMGQNPT08oFAp8//33ckcyGsuWLcOgQYPg4OAANzc3REZGIisrS+5YRmPt2rXo06dP46KWISEh+Omnn+SOJYqlyYyFhYVh165dyMrKwnfffYecnBy8/PLLcseS3aVLl9DQ0ID169fj/Pnz+Pzzz7Fu3TrMnz9f7mhGo6amBuPHj8eMGTPkjiK7b7/9FnFxcXjvvfeQnp6OoUOHIiIiArm5uXJHMwr37t1D3759sXr1armjGJ3Dhw9j5syZSElJwYEDB1BXV4fw8HDcu3dP7mhGoVOnTvjoo4+QlpaGtLQ0DB8+HOPGjcP58+fljiaISw60IQkJCYiMjER1dTUsLS3ljmNUVqxYgbVr1+LKlStyRzEqW7duRVxcHMrKyuSOIpvg4GAMGDAAa9eubXwtICAAkZGRWLZsmYzJjI9CocDevXsRGRkpdxSjVFJSAjc3Nxw+fBjPPfec3HGMkrOzM1asWIHJkyfLHaVJnGlqI0pLS7F9+3aEhoayMDVBq9XC2dlZ7hhkZGpqanDq1CmEh4c/9Hp4eDiSk5NlSkWmSqvVAgB/1zShvr4eO3fuxL179xASEiJ3HEEsTWZu7ty5sLOzQ/v27ZGbm4t9+/bJHcno5OTkYNWqVZg+fbrcUcjI3Lp1C/X19XB3d3/odXd3dxQWFsqUikyRXq/HrFmz8Oyzz6JXr15yxzEaZ8+ehb29PaytrTF9+nTs3bsXgYGBcscSxNJkYuLj46FQKEQ/0tLSGse/++67SE9Px/79+6FSqTBx4kSY6xXZxz03AFBQUIBRo0Zh/PjxmDJlikzJpfEk54fuUygUD/1Zr9c/8hq/Sc1mAAAEZUlEQVSRmNjYWGRmZuKbb76RO4pR6d69OzIyMpCSkoIZM2Zg0qRJuHDhgtyxBBn3Ji/0iNjYWERHR4uO8fHxafzfLi4ucHFxQbdu3RAQEAAvLy+kpKQY9fTnk3rcc1NQUICwsDCEhIRgw4YNrZxOfo97fuj+vx+VSvXIrFJxcfEjs09EQt5++20kJCTgyJEj6NSpk9xxjIqVlRX8/f0BAAMHDsTJkyexcuVKrF+/XuZkTWNpMjEPStCTeDDDVF1d3ZKRjMbjnJsbN24gLCwMQUFB2LJlC5RK8590fZq/O22VlZUVgoKCcODAAURFRTW+fuDAAYwbN07GZGQK9Ho93n77bezduxe//PILfH195Y5k9PR6vVG/R7E0manU1FSkpqbi2WefRbt27XDlyhUsWLAAfn5+ZjnL9DgKCgowbNgweHt745NPPkFJSUnjMQ8PDxmTGY/c3FyUlpYiNzcX9fX1yMjIAAD4+/vD3t5e5nTSmjVrFmJiYjBw4MDGWcnc3FzeA/d/7t69i+zs7MY/X716FRkZGXB2doa3t7eMyeQ3c+ZM7NixA/v27YODg0PjjKVGo4GNjY3M6eQ3f/58REREwMvLC+Xl5di5cyd++eUXJCUlyR1NmJ7MUmZmpj4sLEzv7Oyst7a21vv4+OinT5+uz8/Plzua7LZs2aIH0OQH3Tdp0qQmz8+hQ4fkjiaLNWvW6Dt37qy3srLSDxgwQH/48GG5IxmNQ4cONfl3ZdKkSXJHk53Q75ktW7bIHc0o/PnPf278d+Xq6qofMWKEfv/+/XLHEsV1moiIiIgMYP43chARERG1AJYmIiIiIgOwNBEREREZgKWJiIiIyAAsTUREREQGYGkiIiIiMgBLExEREZEBWJqIiIiIDMDSRERERGQAliYiIgOsXLkSvr6+sLW1RWRkJLRardyRiEhiLE1ERM2YP38+Vq9ejW3btuHYsWNIT0/HokWL5I5FRBLj3nNERCJOnjyJIUOG4OTJkxgwYAAAYOnSpdi6dSsuX74sczoikhJnmoiIRHzyyScYPnx4Y2ECAFdXV9y6dUvGVEQkB5YmIiIB1dXVSExMRFRU1EOvV1ZWQqPRyJSKiOTCy3NERAKOHz+O0NBQqNVqqFSqxtdra2sRFhaGpKQkGdMRkdQs5A5ARGSsLl++DLVajbNnzz70+tixY/HMM8/IlIqI5MLSREQkQKfTwc3NDf7+/o2v5ebm4tKlS3jppZdkTEZEcuA9TUREAlxcXKDT6fD7uxiWLFmCF198EYGBgTImIyI5cKaJiEjA8OHDUVVVhY8++givvfYaduzYgYSEBKSmpsodjYhkwJkmIiIB7u7u2Lp1K9auXYvAwEAkJyfj2LFj8PLykjsaEcmAT88RERERGYAzTUREREQGYGkiIiIiMgBLExEREZEBWJqIiIiIDMDSRERERGQAliYiIiIiA7A0ERERERmApYmIiIjIACxNRERERAZgaSIiIiIyAEsTERERkQH+F3ik3NC2w9sPAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "make_plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we should note that instead of passing a style name to __plt.style.use()__ we can simply provide a path or even a URL. So to use a style file defined in the current directory, we can simply do\"" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "plt.style.use('./d4sci.mplstyle')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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qyb0AoDVs3LgxevToUbB+TzzxREyaNKlg/QCgqZYtW5bowTmpVComTpwYZ511Vpx++ukxatSoJvdqbGyM3/72t3HjjTfG3Llzm3Rsv379orq6uqDXcQB4p+rq6jjqqKPe9fuDDjooPvjBD+65v3TChAlRUVHRol7z58+P++67L+6+++6oq6tr0rHf+MY34pvf/GaL+gO5CWQCAMA7vB3ILC0tjYkTJ8bUqVPjrLPOisGDB+et53PPPRdXXHFFPPfcc4mPGTNmTMybN69FoVAASCpXIHPSpEkxffr0OOecc6KysrJVejY0NMQ111wTP/zhD5sUNLn33nubdRMxALSW5gQyy8vLY9SoUTFu3LgYP358jBs3Lr74xS/GnDlzch7rax4A3svJJ58cTz75ZM66Tp06xcyZM+NDH/pQi/pdcsklcddddyWqveeee+Jf/uVfWtQPAJqrOYHMVCoVQ4YM2esz25/+9Kf4z//8z5zHCmQC0NblCmQOHz48PvvZz8aFF14Y/fv3b7W+9957b1xxxRWxZcuWxMdMnz49fvrTn7baDADQFO8MZI4ePTrOOuusmDp1akyYMCFvD6B7/fXX4+qrr44ZM2YkPqaioiKWLFnSqtdt4N0EMgEA4B1mz54dq1evjo985CPRvXv3gvXNZDLx+c9/vkn/x/Hvf//7OPvss/M4FQDs9l6BzM6dO8fFF18cl19+eRx55JF56/3www/HtGnTYuPGjYnqDzvssFiyZEmUl5fnbSYA2JdcgcyysrIYOXLknpt4x48fH6NHj37XtWvSpEnx1FNP5eznax4A/tlvfvOb+PjHP56o9g9/+ENMnTq1xT2z2Wyce+658Yc//CFnbZ8+fWLp0qXRpUuXFvcFgKbKFchMpVIxePDgGDdu3J7PbGPHjo1u3brtVffNb34zvvWtb+XsJ5AJQFv3XoHMVCoVZ599dlx55ZVxyimn5K33kiVL4vzzz4/q6upE9el0Oqqrq/P63SQAvJ/XXnstfve738VZZ50Vhx12WEF7/+xnP4vPfe5zkclkEtVfddVV8cMf/jDPU8GBrbTYAwAAQFty4oknFqVvOp2Ou+++O8rKyuKOO+5IdMxdd90lkAlAwfXo0SOuuOKKuOqqq6Kqqirv/c4444z4y1/+EpMnT070hNxVq1bFfffdF9OnT8/7bACQS2lpaYwcOXKvXVTGjBkTHTp0KPZoAOzHvvOd7ySqu+qqq1oljBmx+2bdn//85zFmzJhYvXr1PmvXrl0bd999d3zpS19qld4A0BKHH374Xg/MGTt2bEEf2goAbUlpaWl86lOfimuuuSaGDx+e937Dhg2LJ598Mk466aRYuHBhzvpMJhPf//7349577837bADwz/r16xdXXnllUXpPnz49OnbsGNOmTUtUf88998QNN9zgO0nIIztkAgBAG9LQ0BCjR4+OxYsX56wtLy+P2tpaT5IHIO9+8pOfxBe/+MW46qqr4itf+cq7ngZfCP/93/8d5513XqLaE044IWbPnp3niQDgvS1cuDCeeuqpPeHLjh07Nus8dsgEoDkefvjhOPPMM3PW9e/fPxYvXhydOnVq1f4PPvhgXHDBBTnrBgwYEMuXL4+ysrJW7Q8AuWzfvj1+9KMf7dkBc1+7Ze6LHTIB2F8sW7Yshg0bFhdeeGFcf/31MXjw4ILP8Morr8S4ceNi48aNOWsrKipi7dq10bVr1wJMBgBty8UXXxy/+MUvEtX+5S9/iVNPPTW/A8EBLF3sAQAAgH8oLy+P2267LVFtQ0NDzJo1K88TAUDE8ccfH8uXL4/vfve7RQljRkSce+65iZ/0N2fOnKipqcnzRADw3kaOHBmXX355HHvssc0OYwJAc910002J6r73ve+1ehgzIuL888+PiRMn5qxbvXp1PPDAA63eHwByqaioiK9+9asxZcqUZocxAWB/UlVVFXPnzo0ZM2YUJYwZsXvH6htvvDFR7fbt2+Ohhx7K80QA0Db94Ac/iO7duyeqfeSRR/I8DRzYBDIBAKCNmTx5chx++OGJal988cU8TwMAESNGjIg+ffoUe4y4/vrrE++e8sQTT+R5GgAAgLZl9erV8fjjj+esGzBgQHzyk5/M2xxf/epXE9Xde++9eZsBAACAZHr06BFHH310sceI6dOnx/DhwxPVJvnsCwD7o6qqqjj33HMT1bq3FPJLIBMAANqg8847L1Hd0qVL8zwJALQdAwcOjDPPPDNR7Zw5c/I8DQAAQNvyq1/9KrLZbM66K6+8MkpLS/M2xxlnnBHDhg3LWffYY4/F2rVr8zYHAAAA7Uc6nY5LL700Ua3vAQE4kJ1//vmJ6txbCvklkAkAAG3Qsccem6hu/fr1eZ4EANqWpA8tWLJkSZ4nAQAAaFtmzJiRsyadTse0adPyOkcqlYqLLrooZ11jY2M88MADeZ0FAACA9iPp94CvvPJK7Nq1K8/TAEDb5N5SaBsEMgEAoA3q3bt3orotW7bkeRIAaFtOOOGERHXLly/P8yQAAABtx2uvvRYLFizIWXfiiSfGIYcckvd5PvnJTyaqmzlzZp4nAQAAoL0YMGBADBgwIGfdzp07Y/Xq1QWYCADanqqqqigtLc1Z595SyC+BTAAAaIN69eqVqK5z5855ngQA2paBAwdGeXl5zrpNmzYVYBoAAIC24dFHH01Ud+aZZ+Z5kt2GDBkSQ4cOzVk3a9asqK+vL8BEAAAAtAfDhg1LVOe7QAAOVKlUKg4++OCcde4thfwSyAQAgDaorq4uUV1VVVWeJwGAtiWdTkf37t1z1m3durUA0wAAALQNSQOZU6ZMyfMkTeu1bdu2ePrppwswDQAAAO1B0vtgfBcIwIEsyf2l7i2F/BLIBACANmjt2rWJ6pLupAkA+5PS0tJWqQEAANhfzJkzJ2dNt27d4uij/z979x5ldV3vj/81Mwwgl5FREEXxFooiKIorIVFAARU1EQwr8kKIl7DjFZOWR9NOeAFS8RSpZZjiDTKPiUhgpil4AQRBRRGIvICgyHCHuf3+6Ffn69Hcnw3zmb2HeTzW8r/nZ7+f27VqC/vz3J8ja6HNP/Ts2TNRLkl3AAAA6oek3/H5LhCA+mrjxo2JfpjAvaWQLoNMAADIQ4sWLUqUO+aYY1JuAgD557PPPsuYadasWS00AQAAyL2ysrJYtmxZxtyRRx4ZBQUFtdDoH44++uhEuddffz3lJgAAANQVSb4HjPBdIAD119tvv50o595SSJdBJgAA5KEnnngiY6agoCCOO+64WmgDAPlj1apVsXnz5oy5PffcsxbaAAAA5N7cuXOjuro6Y+6oo46qhTb/68ADD4zS0tKMOYNMAAAA/ulvf/tbopzvAgGor5LcWxoR0aNHj5SbQP1mkAkAAHlm2bJlMWvWrIy5bt26xe67714LjQAgf8ydOzdR7qCDDkq5CQAAQH6YN29eolzHjh1TbvJFHTp0yJhZtmxZlJWV1UIbAAAA8tnGjRvjnXfeyZgrLS11vwwA9VJFRUU89thjGXNNmjSJXr161UIjqL8MMgEAIM/88Ic/jKqqqoy5K664ohbaAEB+mTZtWqLc4YcfnnITAACA/PDee+8lyrVr1y7lJl+U9MdylixZknITAAAA8t2MGTMS3S/je0AA6qs77rgjFi9enDE3ZMiQaNGiRS00gvrLIBMAAPLIfffdF1OmTMmYa9euXZx55pm10AgA8kdVVVU8/vjjibI9evRIuQ0AAEB+WLZsWaJc0nFkTUp6ZtL3AAAAwM5r8uTJiXK+BwSgPnrjjTfiJz/5ScZccXFxXH755ekXgnrOIBMAAPLEr3/96xg2bFjGXGFhYfzmN7+JoqKiWmgFAPnjj3/8Y/z973/PmGvevHl069atFhoBAADkXpIxY3FxcbRu3boW2nzePvvskyi3dOnSlJsAAACQz1atWhWTJk1KlD3ppJNSbgMA+WX27NnRq1ev2LhxY8bs9ddfH+3atauFVlC/GWQCAECOrV69Oi644IK48MILo6qqKmP+6quvjuOPP74WmgFAfhkzZkyi3MCBA6Nx48YptwEAAMgPy5cvz5hp3bp1FBQU1EKbz9tzzz0T5ZK8BwAAAHZe48aNi61bt2bMHXDAAfGNb3yjFhoBQO6Vl5fHbbfdFj179ow1a9ZkzHfr1i1GjhxZC82ABrkuAAAA9dWiRYvioYceiv/+7/+Ozz77LNE1gwcPjlGjRqXcDADyz+OPPx4vvvhiouzQoUNTbgMAAJAfNm7cGJs3b86YSzqMrGlJz129enXKTQAAAMhXH3zwQdx+++2Jst///vdTbgMAubd69ep47LHH4q677op33nkn0TWdOnWKJ598MoqKilJuB0QYZAIAQKq2bNkS69evj/Xr18eqVatiwYIFMX/+/Jg5c2a8/vrrWb3WueeeG/fdd58/MANQ72zatClGjBiRKNu9e/fo3r17yo0AAADyw6effpoo17Jly5SbfLlWrVolyiV9HwAAAOx8RowYEZs2bcqYa968eQwfPrwWGgFA+ioqKmLdunWxfv36+Oyzz+Ktt96K+fPnx5w5c+L555+PioqKxK/VuXPnmD59es7+HhjqI4NMAADYDhUVFVFcXFwrZzVr1ixuv/32uOCCC2rlPADINz/60Y9i6dKlibI33HBDym0AAADyx5o1axLlmjdvnnKTHTs36fsAAABg5/L73/8+HnnkkUTZ//iP/4jS0tKUGwHAjuvevXu89NJLqZ9TUFAQP/zhD+PWW2+Nxo0bp34e8L8Kc10AAAD4coWFhTFo0KCYP3++MSYA9daMGTPiF7/4RaJs//79o3fv3ik3AgAAyB9Jh4wlJSUpN/lyzZo1i8LCzLclGGQCAADUPytXroyLL744UXafffaJkSNHptwIAOqOrl27xrPPPht33nmnMSbkgCdkAgBAniktLY0BAwbEiBEjon379rmuAwA58+GHH8bgwYOjuro6Y3aXXXaJ22+/vRZaAQAA5I9NmzYlyjVr1izlJl999rp1674yk/R9AAAAsHOorKyMb3/72/HJJ58kyo8dOzaaNm2acisAyG8NGzaMPn36xBVXXBEnnnhirutAvWaQCQAAeWKvvfaK0aNHx9lnnx0NGvhPdQDqt/Ly8hg0aFCsWrUqUf62226L/fffP91SAAAAeaa8vDxRrri4OOUmO3b2tm3baqEJAAAA+eLaa6+N559/PlF2wIABMWjQoJQbAUD+aty4cfzoRz+KK6+8MkpKSnJdB4iIwlwXAAAA/mHFihVxzjnnRLdu3eKGG26I999/P9eVACBnhg8fHjNnzkyU7dOnTwwfPjzlRgAAAPkn6ZAxl4PMJD8+l3RYCgAAQN03ceLEGDNmTKLsnnvuGXfffXfKjQAgv23ZsiVuvPHGOPLII+PSSy+NV199NdeVoN4zyAQAgDxSXV0ds2fPjptuuikOPPDAOOecc2LBggW5rgUAtWr06NFx7733JsruscceMWHChCgoKEi5FQAAQP5JOmRMMopMiydkAgAA8E8vvfRSDB06NFG2sLAw7r///mjZsmXKrQCgbli6dGn84he/iGOOOSZ69uwZTz/9dK4rQb1lkAkAAHmqoqIiHnzwwejcuXNce+21bkoCoF74wx/+ENdee22ibFFRUTzyyCPRpk2blFsBAADkp6qqqkS5XP6ITWFh5tsSkr4PAAAA6q733nsv+vfvH1u3bk2U/8lPfhJ9+/ZNuRUA1E3PP/98nHrqqXHaaafFypUrc10H6p3c/QwmAAA16oMPPoh58+blukZOdO/ePVq0aFGrZxYWFsZ55533lZmqqqooKyuLsrKyWLt2baxYsSJWrVqV9VlVVVVx6623xtSpU+PRRx+NQw45ZHtrA9RbPidr93Nye7344ovx3e9+N/GNuKNGjYpevXql3AqgfvBZWTc+KwHg/0ry9MmIf/z4W64keYpn0vcBAABA3fTxxx/HySefHJ988kmifL9+/eK6665LuRUApKNfv37Rrl27r8ysX7/+X/eWfvLJJ7F8+fLtOmvKlCnRqVOnuO++++L000/frtcAsmeQCQCwk5gxY0YMGTIk1zVyYtasWdG1a9daPbOwsDAmTJiQ9XXvv/9+vPbaa/Hyyy/HQw89FB9++GHia994443o0aNHPPfcc9GhQ4eszwaoz3xO1u7n5PaYP39+nHbaabFly5ZE+aFDh8Y111yTciuA+sNnZf5/VgLAl6kLg8wkZzds2LAWmgAAAJALZWVlcfLJJ8eSJUsS5Tt37hwPP/xwFBQUpNwMANLx4x//OOtrPvvss5g9e3a89tprMXny5Hj99dcTX/vJJ5/EmWeeGRMnToyzzz4767OB7BXmugAAANQnbdu2jQEDBsRtt90Wy5cvjyeffDL69u2b+PpVq1ZFr1694u23306xJQDUrsWLF8dJJ50UZWVlifJnnnlm3H333Sm3AgAAyH9Jh4wGmQAAAOTCpk2b4tRTT4158+Ylyh900EExbdq0KCkpSbkZAOSX0tLS6NOnT/z4xz+OuXPnxuzZs2PYsGHRoEGy5/BVVlbG4MGD47HHHku5KRBhkAkAADlTVFQUp59+ekybNi0efvjhaNWqVaLrVq1aFQMHDkz8BDEAyGfLly+PE088MT7++ONE+T59+sQjjzwSRUVFKTcDAADIf40aNUqU27RpU8pN/r2NGzdmzBhkAgAA7Hy2bt0a/fv3j5deeilRvm3btjFjxozYY489Um4GAPmvS5cucc8998Qrr7wSRxxxRKJrKisr47zzzotFixal3A4wyAQAgDzw7W9/O956663o0aNHovzbb78dI0eOTLkVAKTro48+ihNPPDHef//9RPljjz02nnjiCTfqAgAA/P923XXXRLn169en3OTLbdu2LbZt25Yx16JFi1poAwAAQG2pqKiIQYMGxfTp0xPlW7duHTNmzIh999035WYAULccddRR8dprr8Vll12WKL9ly5Y499xzo6KiIuVmUL8ZZAIAQJ5o2bJlPPPMM9GrV69E+TvvvDNmz56dcisASMfq1aujd+/esWTJkkT5Ll26xNNPPx1NmjRJuRkAAEDdsfvuuyfKrVu3LuUmO3Zu0vcBAABA/qusrIzBgwfHk08+mSi/2267xfTp0+Pggw9OuRkA1E3FxcVxxx13JH6Ix2uvvRbjxo1LuRXUbwaZAACQRxo3bhyPP/547Lfffhmz1dXVMXbs2FpoBQA169NPP43evXvH22+/nSjfsWPHmDZtWpSUlKTcDAAAoG7ZbbfdEuXWrl2bcpMdOzfp+wAAACC/VVVVxZAhQ+Kxxx5LlC8pKYlp06ZFp06dUm4GAHXfqFGjon///omyt99+u6dkQooMMgEAIM+0aNEi7r333kTZyZMnx/vvv59yIwCoOWvXro2+ffvGG2+8kSjfvn37mDFjhqelAAAAfInS0tIoLMz8tf/KlStroc32n+vPfAAAAHVfdXV1XHjhhfHAAw8kyjdt2jSefvrpOProo1NuBgA7j3vuuSd23XXXjLkPPvggJk+eXAuNoH4yyAQAgDzUp0+fOOGEEzLmKioq4qGHHqqFRgCw49atWxcnnXRSzJ07N1H+gAMOiBkzZkTr1q1TbgYAAFA3FRYWxl577ZUx9/HHH9dCmy9KOsjcZ599Um4CAABA2oYPHx6/+c1vEmUbN24cTz75ZBx77LEptwKAnUurVq3iqquuSpS9//77U24c4hNMAAAgAElEQVQD9ZdBJgDATuL888+P6urqevlP165dc/2vPxUXX3xxotzzzz+fchOAus/nZO5t2LAhTjnllHj11VcT5du2bRt//vOf3ZQLUEt8VgJA3XXAAQdkzKxbty42btxYC20+b8WKFYlySd4DAAAA+euyyy6L8ePHJ8o2bNgwfv/73yf6oXIA4IuGDRsWRUVFGXMvvfRSVFZW1kIjqH8MMgEAIE+deuqpUVxcnDE3c+bMqKqqqoVGALB9Nm3aFKeeemrMnDkzUX6vvfaKZ599Nvbff/90iwEAAOwEkv7ZacmSJekW+RLvvfdeopxBJgAAQN119dVXx7hx4xJlGzRoEI8++mj069cv5VYAsPPac889E/3o7Pr162PevHm10AjqH4NMAADIU02aNIkjjzwyY66srCyWLl1aC40AIHubN2+O0047LV544YVE+VatWsWMGTPioIMOSrkZAADAzuHAAw9MlFu8eHHKTb7IIBMAAGDnNnLkyBg7dmyibFFRUTz44IPRv3//lFsBwM7v2GOPTZR7/fXXU24C9ZNBJgAA5LH27dsnyn3yyScpNwGA7G3ZsiXOOOOMeO655xLld9ttt5gxY0Z06NAh5WYAAAA7j44dOybKvfPOOyk32b4zS0pKYt99962FNgAAANSk66+/Pm655ZZE2YKCgrjvvvvi7LPPTrkVANQP7i2F3DLIBACAPNaqVatEuU8//TTlJgCQna1bt8aAAQNi+vTpifK77rpr/OlPf4rDDz885WYAAAA7l6OOOipRbu7cuSk3+byysrJYunRpxlznzp2joKCgFhoBAABQU2666ab46U9/mihbUFAQd999d5x77rkptwKA+sO9pZBbBpkAAJDHmjRpkii3du3alJsAQHLl5eVx1llnxdSpUxPlmzdvHs8880x06dIl5WYAAAA7n6997WvRokWLjLnaHmTOmTMnqqurM+aSDkoBAADID7fcckvccMMNifN33XVXDBs2LMVGAFD/uLcUcssgEwAA8tjmzZsT5Ro2bJhyEwBIpqKiIgYNGhRPPfVUonzTpk1jypQp0bVr15SbAQAA7LyS/MDNsmXLYuXKlbXQ5h9mzZqVKHf00Uen3AQAAICaMmbMmBg5cmTi/NixY2P48OEpNgKA+sm9pZBbBpkAAJDH1qxZkyjXrFmzlJsAQGaVlZXxne98J5544olE+V122SWefPLJOO6441JuBgAAsHM78cQTE+VmzJiRcpP/NX369ES5E044IeUmAAAA1IQ777wzRowYkTg/atSouPLKK1NsBAD1l3tLIbcMMgEAII+99957iXItW7ZMuQkAfLXKyso455xzYvLkyYnyjRo1ij/84Q9uvAUAAKgBvXv3TpT705/+lHKTf9iwYUOiJ2R26tQp9tprr1poBAAAwI745S9/GZdffnni/E9+8pOsnqQJAGTHvaWQWwaZAACQp8rLy2Pu3LmJsu3atUu5DQD8e1VVVTFkyJB4+OGHE+WLi4tj8uTJcdJJJ6XcDAAAoH7o0qVL7LbbbhlzTz75ZGzdujX1Pk888URs27YtY65Pnz6pdwEAAGDH3HvvvXHppZcmzo8cOTJuuOGGFBsBAK+88kqinHtLIR0GmQAAkKdeeuml2LhxY8Zcy5Yto7S0tBYaAcAXVVdXx7Bhw+KBBx5IlG/QoEE8+uijcdppp6XcDAAAoP4oLCyMM888M2OurKwspk6dmnqfpD/Yc9ZZZ6XcBAAAgB0xYcKEuOiii6K6ujpR/sorr4xRo0al3AoA6reNGzfGiy++mCh78MEHp9wG6ieDTAAAyFMTJkxIlOvevXu6RQDgK/zgBz+I++67L1G2qKgoJk6cmOgmYQAAALLzve99L1Hul7/8Zao9li5dGs8880zG3IEHHhjdunVLtQsAAADbb+LEiTF06NDEY8wf/vCHMXbs2JRbAQCTJk2KTZs2Zczttttuceihh9ZCI6h/DDIBACAPLV26NB566KFE2V69eqXcBgC+3GWXXRa/+tWvEmULCwtjwoQJMWjQoJRbAQAA1E89evSIfffdN2Nu+vTpMX/+/NR63HHHHVFVVZUxN3jw4NQ6AAAAsGMee+yxOO+88xL9+S4i4sILL4w777wz5VYAQGVlZdxyyy2Jsj169IjCQrMxSIP/ZQEAQB4aPnx4lJeXZ8wVFhZ6yhgAOTFixIgYN25comxBQUHce++9iZ/WAgAAQPYKCgrikksuSZQdOXJkKh2WLl0a99xzT8ZccXFxXHjhhal0AAAAYMc88cQTMXjw4KisrEy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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "make_plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And we can see the contents of the file by doing: (this might not work on windows systems)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "# Data For Science style\r\n", + "# Author: Bruno Goncalves \r\n", + "# Modified from the matplotlib FiveThirtyEight style by\r\n", + "# Author: Cameron Davidson-Pilon, replicated styles from FiveThirtyEight.com\r\n", + "# See https://www.dataorigami.net/blogs/fivethirtyeight-mpl\r\n", + "\r\n", + "lines.linewidth: 4\r\n", + "lines.solid_capstyle: butt\r\n", + "\r\n", + "legend.fancybox: true\r\n", + "\r\n", + "axes.prop_cycle: cycler('color', ['51a7f9', 'cf51f9', '70bf41', 'f39019', 'f9e351', 'f9517b', '6d904f', '8b8b8b','810f7c']) \r\n", + "\r\n", + "axes.labelsize: large\r\n", + "axes.axisbelow: true\r\n", + "axes.grid: true\r\n", + "axes.edgecolor: f0f0f0\r\n", + "axes.linewidth: 3.0\r\n", + "axes.titlesize: x-large\r\n", + "\r\n", + "patch.edgecolor: f0f0f0\r\n", + "patch.linewidth: 0.5\r\n", + "\r\n", + "svg.fonttype: path\r\n", + "\r\n", + "grid.linestyle: -\r\n", + "grid.linewidth: 1.0\r\n", + "\r\n", + "xtick.major.size: 0\r\n", + "xtick.minor.size: 0\r\n", + "ytick.major.size: 0\r\n", + "ytick.minor.size: 0\r\n", + "\r\n", + "font.size: 24.0\r\n", + "\r\n", + "savefig.edgecolor: f0f0f0\r\n", + "savefig.facecolor: f0f0f0\r\n", + "\r\n", + "figure.subplot.left: 0.08\r\n", + "figure.subplot.right: 0.95\r\n", + "figure.subplot.bottom: 0.07\r\n", + "figure.figsize: 12.8, 8.8\r\n", + "figure.autolayout: True\r\n", + "figure.dpi: 300\r\n" + ] + } + ], + "source": [ + "!cat d4sci.mplstyle" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see, the style file uses a simplified dictionary-like notation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + " \"Data \n", + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/3. Mapping.ipynb b/3. Mapping.ipynb new file mode 100644 index 0000000..83f7737 --- /dev/null +++ b/3. Mapping.ipynb @@ -0,0 +1,1183 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "
\"Data
\n", + "
\n", + "

Data Visualization

\n", + "

Mapping

\n", + "

Bruno Gonçalves
\n", + " www.data4sci.com
\n", + " @bgoncalves, @data4sci

\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "from mpl_toolkits.basemap import Basemap\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import json\n", + "\n", + "import watermark\n", + "\n", + "%load_ext watermark\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "json 2.0.9\n", + "pandas 0.24.2\n", + "matplotlib 3.1.0\n", + "watermark 1.8.1\n", + "numpy 1.16.2\n", + "Sat Nov 23 2019 \n", + "\n", + "CPython 3.7.3\n", + "IPython 6.2.1\n", + "\n", + "compiler : Clang 4.0.1 (tags/RELEASE_401/final)\n", + "system : Darwin\n", + "release : 19.0.0\n", + "machine : x86_64\n", + "processor : i386\n", + "CPU cores : 8\n", + "interpreter: 64bit\n", + "Git hash : 17b4024f04091f8fdc1ee8a8e6705838976550c3\n" + ] + } + ], + "source": [ + "%watermark -n -v -m -g -iv" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "plt.style.use('./d4sci.mplstyle')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Manhattan" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are going to use some geographical boundary information for the borough of Manhattan. For simplicity I've extracted the necessary data from the official shapefiles https://data.cityofnewyork.us/City-Government/Borough-Boundaries/tqmj-j8zm. In this format the data can be easily loaded:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "manhattan = json.loads(open(\"data/Manhattan.json\", \"rt\").readline())\n", + "\n", + "points = np.array(manhattan[\"points\"])\n", + "parts = manhattan[\"parts\"]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The data (similarly to shapefiles) is composed of a list of 2D points:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[-74.01092841, 40.68449147],\n", + " [-74.0119326 , 40.68388775],\n", + " [-74.01217597, 40.68409519],\n", + " ...,\n", + " [-73.90682823, 40.87663155],\n", + " [-73.90682004, 40.87658553],\n", + " [-73.906651 , 40.8757525 ]])" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "points" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And indicators of which points belong to which line." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[0,\n", + " 12,\n", + " 17,\n", + " 22,\n", + " 27,\n", + " 75,\n", + " 81,\n", + " 362,\n", + " 369,\n", + " 377,\n", + " 388,\n", + " 393,\n", + " 399,\n", + " 429,\n", + " 440,\n", + " 447,\n", + " 455,\n", + " 463,\n", + " 474,\n", + " 483,\n", + " 488,\n", + " 493,\n", + " 501,\n", + " 534,\n", + " 542,\n", + " 560,\n", + " 728,\n", + " 758,\n", + " 1004,\n", + " 6091,\n", + " 6104,\n", + " 6332,\n", + " 6332,\n", + " 6332]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parts" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This means that the first line is made up of points in position $[0:12)$, the second line of the points $[12:17)$, etc. We can now use this data to easily get a quick map of Manhattan. I've purposefully let matplotlib set the color for each individual line so that we can easily see the different parts of the figure" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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tJUntMrbZQqYkSZIk9Zu+L2RGxCDwcfZcKHxTZl7WpkhT8TQmL0ICfLCsAl1mXhYRXwGeMMnoQuDRwOfKyNFmhxWc+0lmbi81ScN3KFbILJp7t1q9y+o0M2REvAr4aYHxOTSKqOeXm0qSJEmSJEmSJEmSpP4wtjm56sxxtl/S2YJIDMEBz6+w5PjGW2Nmraiw5PjGx3I82bl2opw58dh5dUKL+6PzjwxWnl6lOt9dMCVJtxYDrbk2DC70GiNJkiRJ/abvC5nAPwN33cPHfwec2aYsU/UPBWZqwPtKzvEuJi9kAjyV/ihk7l9w7rxSU/zFT4FRYGiSuQPakKUtMvNnEfEb4MgC48dhIVOSJEmSJEmSJEmSpEntuKLOmjPGGbu5szkG927sSjln1e3vShnVYM7BwZyDYa+TGn9W35XsXPOXguaOy+rsun76GfZ53ADLn1IhKhZlJEl/q7qoNeeZvcrrjCRJkiT1m74uZEbEXWgUMnenDjwnM8faFKmwiDgSOLzA6A8y87oys0yU464AVk0y+pCI2CszN5SZpw3mF5y7ttQUEzJzLCJuYvKi6Lx25GmjsylWyGx6Z1BJkiRJkiRJkiRJkvrdpp/UuOZ9NXK0sznm3jk46OVVBhdNraAyMBzMPTyY+1fvphnfluy84i8FzR2XJ2Mb93ye2QcH+59SYd6dbr8MKkkSQHVeMLgXjDX5bsjhfS1kSpIkSVK/6dtCZkRUgI+x510F35+Z/9umSFP1sIJzny81xa3Xee0kM1XgwcAXyo9TqqKvuLfzfpFFCpn99vP804JzkxWFJUmSJEmSJEmSJEmasbKWXP+5GuvPrnc6Cns/bID9n1khqq0pp1TnBfPvHsy/O0AFgLGNf9pFs86uG6C2I8lxmHNIMO/OA8y/e7grpiSpkNkrg7EN2dQ5dl2fVBd43ZEkSZKkftJvBa6/djpw7z18fC2TFww76aQCMwl8s+wgE75JsefrJHq/kLmp4NxIqSmmvlbR3L3i0oJzC0tNIUmSJEmSJEmSJElSj6ptT65+9zhbf91cmaRZUYUVz6mw10mV0tcaXBIsvHew8N7ugClJas6slcHWC5u7hu68Opl7xxYFkiRJkiR1hb4sZEbEIcC/TjL2wsy8pR15pioiZgPHFhj9fWbeWHaeCb8EtgILJpkrUiTtdhsLzu1daopbW1pgZkPpKdqr6Oczt9QUkiRJkiRJkiRJkiT1oJHrkjX/Nsauazubo7oIDn5Vlbl3tCApSeots1c2v7PlyNWdvSmCJEmSJKn1+u6VzogI4KPA7D2MfTEzv96mSNNxT2C4wNyPSs7xZ5k5Dvy0wOiBEbGi7Dwlu7rgXJGSZKsUWWtt6Snaa7zFc5IkSZIkSZIkSZIkzQhbL6xz6Ss7X8ZccK/gsDMHLWNKknrSrBYUMndayJQkSZKkvtOPO2Q+Dzh+Dx/fDLykTVmm6+iCc78uNcXfugB4WIG5o4B1JWcpU5HiKRT/OjUlIg5l8p1JoXjuXrG44Ny2UlNIkiRJkiRJkiRJktQjMpObzqlz3WdqUC9/vaHlULsFan/1m/uBWTD38GDpIyssONoipiSpdw3vF1ABatM/x/aLk8yksdeIJEmSJKkf9FUhMyIOAM6YZOwVmXlDO/I0oWjR78JSU/ytogXQo4Bu3oF0jzJzbURcDaycZPQhERGZWfYtrB5acO78UlO030EF57r951mSJEmSJEmSJEmSpNLVdyVrP1hj03nlNzEXHhMc+JIqldlBZjZKmTshx2B4OUTF0okkqfcNDAazVgQjTe5yObYBhvZuUShJkiRJUsf1223oPgTM38PHfwx8rE1ZmnFkgZka8Ieyg9zG6oJzRfJ3uy8WmNkXuH/ZQYAnFZhZD/ys7CBtVrSYfFmpKSRJkiRJkiRJkiRJ6nKjNyeX/ct4W8qYy544wEGvaJQxASKC6oJgeFmjtGIZU5LUT2Yf2Px1bf05TWyxKUmSJEnqOn1TyIyIpwEP28PILuDUNuxm2AqrCsxcnZljpSe5tauA8QJzh5Scox3eR6P0Opk3lxkiIh4B3K/A6Aczc1eZWTqg6M6gvy01hSRJkiRJkiRJkiRJXWz7H+pc+soxdl5R7ltiBmbBQa+ssvzJVWLA0qUkaWaYtbL5a94tF5V/wwRJkiRJUvtUOx2gFSJiGfDuScbenJl/bEeeZkTEPsDcAqNt3xUwM8cjYg1w6CSjB7cjT5ky8+qI+CLw5ElG7x8R/5CZ/9XqDBGxAHhHgdEdwAdavX4nRcR8ihcyzyszy2QiYi5wHHBP4O40vv9X0Nitdw4wCuwEtgM3AOtolJt/A1wIXJyZ3gJNkiRJkiRJkiRJkjRlG35QY92HamSR22s3YWgZHPzqKrNX9s293yVJKmR2CwqZA7O9kYEkSZIk9ZO+KGTS2M1wyR4+vho4o01ZmlW0zLi21BS7t47JC5nzImJpZt7UjkAlOh14CHv+3gL4WERcnZk/adXCETEEnA0cXmD8NZl5Y6vW7hLPAmYXmLssM9eUHWZ3IuL7wP2BoT2MzZp4LKZR1LznbT6+MSK+C3wDODszd5aRVZIkSZIkSZIkSZLUP3I8ufasGjd/s/wdt+bdJTjo5VWqCyyTSJJmnlbskDl6Y7m7WEuSJEmS2qvnb1sXEY8DnrCHkTrwnMwca1OkZq0sOHdDqSmaX7fouLyjKgAAIABJREFU59G1MvMG4IUFRoeBr098LzYtIvYF/gc4scD4ecB/tGLdbhERg8A/FRxv+c6kU3Qiey5jFrGExk6snwGui4j/iIie32VWkiRJkiRJkiRJklSO8VuSK9403pYy5t4PH2DV6y1jSpJmrsG9mj9HbRvURy1lSpIkSVK/6OlCZkQsBt4/ydh/ZubP25GnRZYWnOv2QmbRz6OrZebngdcVGF0EfDkiPhoRB0xnrYgYjIinAb8FHlzgkEuAJ2Zmv71S82KK7RRbAz5ZcpZ2WwS8CPhjRHwgIvbpdCBJkiRJkiRJkiRJUvfYeXWdS185xrbflftWgajCAS+osOKUKlG1jClJmrkiWnMdHN/cktNIkiRJkrpATxcygXcB++7h49cC/9ymLK1S9H5KN5eaYvduKjjXgvtCdYfMfDPwpoLjzwaujIgvRMTjJ3a73K2IGI6IYyPi9cBVwKcoVma9HHhwZq4vmKsnTDxfRQqwAJ/LzKtKjNNJg8DzgdUR8eROh5EkSZIkSZIkSZIkdd7mX9S57DXjjN5Y7jrVRXDIv1bZ68GVcheSJKlHDLZge4qxTf2274IkSZIkzVzVTgeYroh4KPCPk4y9MDO3tiNPCy0pOHdLqSmaX7fo59ETMvP1EbEa+CCNXQz3pAo8ceJBRFxNoxy8CdgMzAIW0yitHg4MTzHO14BnZeaGKR7XCz7M5M8vwDjwlpKzdIO9gc9FxEOA52XmaKcDSZIkSZIkSZIkSZLaK+vJjV+sc8MXaqWvNXtVcPCrqgzt7a6YkiT9yd4nV7j+081dh8c2tSiMJEmSJKnjerKQGRHzaBS39uTLmXlOO/K0WNEiY6eKpkXX7atCJkBmfiEifgG8F3jUFA5dOfFo1kbgdZn5gRacq+tExLOBvys4/r7M/EOZebrMM4FDI+JRmelLc5IkSZIkSZIkSZI0Q9R2Jtf8xzhbflH+rlqLHzDAAc+vMDBsGVOSpL82vKz5a+O4O2RKkiRJUt/oyUIm8DbgwD18fAvw4jZlabU5Bee2lZpi94rukFn08+gpmXk18OiIOAr4FxrFzLJ/jjYA7wLem5md2hm1VBFxN+A/Co7fALyhvDRd637AdyLiwd2y82+9XmfXrl2djiFphhgd/dtNgm/vzyRJ8pohSZoKrxuSpKK8ZkiSimrlNWPkaljz6jaUIyPZ5+9hySNqjFEDfw0sSW3hvzN6R84FaO6aPLJhnF27xluSR9LM5HVDklTU7V0fMr1BiNRK0Ws/VBFxP+DH7Plft8/LzA9N8/wHAWsKjJ6XmQ+czhqTrH8OxXZfvEtmrm71+pOJiEcCXy8w+p7MPK3sPJ0WEYtpfL3+CTiqhafeAfwXcDbwg8wca+G5u0pELAQuAA4peMijMrPI92BTImJPfzmOAr8DLgZWTzyupbGD7FYapfAEZgN7AfsDh9P4HnkQcKcmov0YODEzW/7q3JYtW34EHF90fvPmzfzmN79pdQxJkiRJkiRJkiRJmtnqwdLzjmTONfuWv9TgGDcd/xtG9r+59LUkSepV1a1z2P8rhd9WdbtuOXQtG4/9fYsSSZIkSVNz5JFHsmjRoqkcct7ChQsfWFIcqef11A6ZETEL+Bh7LmP+BPhwexKVYqjgXKcKekVLYIOlpugCEXE08Dgahcy7tvj0c4ATaOyEOhIRP87MeovX6LiIqACfo3gZ86PtKGPuxlXAtyceP8jMIrvUjtEoaK6h8XcTABFxMPAM4FRgqr9BewBwJnD6FI+TJEmSJEmSJEmSJHW5yrZZLP3R0QxvWFj6WmMLtrH+hF8zvnBH6WtJktTLarOb3z66snO4BUkkSZIkSd1goNMBpuiNwGF7+PgocGr22raft1a0yNjy3fEKKloELVos7TkR8eCIOBf4NfBaWl/G/JNVNEp3PwT+EBHPjoh+K7q+B3hYwdk/0P4S4nbgE8CxmXlwZj4/M88pWMbcrcxck5n/D7gD8MqJdabitIg4uZkMkiRJkiRJkiRJkqTuMnzjYpb/z7FtKWPu2H891z/i55YxJUkqIAdr1Aebe8tmZYeFTEmSJEnqFz1TyIyIewAvm2TsrZl5STvylKjo16RTpdOiuzT2zPdWURGxKiLOB74HPKjNyx8KfBS4MiIe2+a1SxERpwEvLDi+DXh8s0XIKXoBsF9mPiszf17GApm5MzPPBI4AprrG+yZ2DZYkSZIkSZIkSZIk9bh5fzyAZd+5N5WR8ssaW+56BTed8GtyqFP3ApckqffUZo80dfzQ5vktSiJJkiRJ6rRqpwMUMbEr4MeByh7GLgH+rT2JSlV0B8pOfe2K7tBY9PPoCRHxLBq7Oc7rcJQVwNkR8THgtDYXFFsmIp4IvHMKh5ySmReXlef2ZOZ/tnGtqyPigTT+nvuHgoetAl4MnFlWrsksXryYk092o05J7TE6Osq55557qz874YQTGBrq2025JUnT5DVDkjQVXjckSUV5zZAkFTXVa0aOww1nweZfROnZYihZ/ly407F3AO5Q+nqSpD3z3xm95epfwo6t0z8+6gM89CEnE3231YWkdvG6IUkq6vauGYsWLepQGqk/9UQhE3gNcLc9fDyB52TmaJvylKnbC5lF1+2HrwUAEfHvwOlTPGwj8BPgfOCXwE0Tf7YRmAMsmXgcAtx/4nFXoOhvWJ4N3CciTsjM9VPM1lERcRLwaYrvovr6zPxCiZG6QmaORsTTaTwvTyl42OkR8d7M3FVitN0aGBhgeLj8u7NK0u4MDQ3595AkqRCvGZKkqfC6IUkqymuGJKmo3V0zxjYnV505zvZLsvQMg3vDwa8aZM4qWyCS1M38d0b3Gloyzg7qTZ0jtgwxvG/5N2GQNHN43ZAkFRURZJb/GpQ0U3R9ITMijgBeO8nYhzLzp+3I0wZFi4wWMtsgIs5kamXM1cA7gM/uoSC8ZeKxBvg18IWJtQ4HXg48FSjyr6MjgHMj4kGZedMUMnZMRNwX+ApQ9HY8783MN5UYqatkZn1iN9ZDgXsWOGQ58CTgU6UGkyRJkiRJkiRJkiS11I7L66w5Y5yxDeWvNfdOwUGvqDK4yAKIJEnTVW3BhkJbL6iz9JGV5k8kSZIkSeqorr7tXUQMAB9jz+Wt64BXtydRWxTd6W5OqSl2b27BuZ4vZEbES2kUJIsYAZ4H3DUzz5rObq2Z+YfMPIVGGe8nBQ87AvhuRHT97W0i4ijgWxT/HjoLOK20QF0qM0eAp1P8Z6jobpqSJEmSJEmSJEmSpC6w8bwal/1Le8qYe500wKo3WMaUJKlZA4PNn2PXde5IJEmSJEn9oKsLmTTKWMdMMvPizNzSjjBtUvRzmV9qiubX3VxqipJFxJ2BtxYcvwI4JjM/lC3Ywzkz1wIPBN5W8JAjgTc3u26ZJna6/S6wsOAhXwJOacXz2Ysy8xLg/QXHT4yIxWXmkSRJkiRJkiRJkiQ1L2vJtZ8c55r31Jj6bZ6nqAIrTq1wwPOrDAxaxpQkqVmDezV/Pd1144x8O5wkSZIk9Z2uLWRGxCrgTZOMfTUzz25HnjYqev/DBaWmaH7dNtzHsRwRUQE+CRTZdXI9cFJm/raVGTKzlpmvAd5Z8JCXRsT9W5mhVSLiUOD7wN4FD/km8PeZWSsvVU94BzBWYG4QOK7kLJIkSZIkSZIkSZKkJoxvT658yzg3nVMvfa3KAjjkDVX2PrlS+lqSJM0Usw5ovpC58yoLmZIkSZLUD7qykBkRAXwEmLOHsa3Ai9qTqK02FpxbVGqK5tct+nl0o8cC9ywwtwt4TGauKTHLK4FzCswNUHxHzbaJiIOBc4F9Cx5yLvD4zCxSROxrmXkdjV1Fi7CQKUmSJEmSJEmSJEldqj4Ka948zi2/Kb+EMeug4LC3DzLviK58S5AkST1rzqrmC5njm6C2w1KmJEmSJPW6bn319VTgQZPMvCYzr21HmDYrurNk0YJbqxVdt2d3yAROKzj3/sz8eZlBMrMOPA/YUWD82Ig4psw8UxERBwI/BFYUPOSnwKMyc6S8VD3nKwXnjio1hSRJkiRJkiRJkiRpehKu/Q/Y/sfyyxeLjh3g0LdWGd6n+cKIJEm6tcrcoLqw+fPsusFCpiRJkiT1uq4rZEbECuDtk4z9DPjPNsTphHUF55aVmmL3ihYyi34eXSUijqLYboPbaNOOlJl5A/C+guNFy6Slioj9aex2ubLgIRcAD8/M7eWl6knnF5w7uNQUkiRJkiRJkiRJkqRpmb12H7ZdUH5BctH9Blh5eoXKLMuYkiSVZdGxzb/ldvSGFgSRJEmSJHVUtdMBbscHgQV7+PgocGpm9uttgtYUnNuv1BS7t7zATA1YW3aQkpxccO6TmXlTqUlu7Z3AK4DJfnNyckQMTOys2RERsS+NMuaqgof8FnhoZm4tL1XPuhzYBQxPMrcyIqKP/16UJEmSJEmSJEmSpJ60zw/v0ZZ1Nv+kztYL68y9YzD3jgPMPTyYc2hQmW1BU5KkVplzWMC3mjuHO2RKkiRJUu/rqkJmRCwEHjHJ2BmZubodeTrkGqDO5LuXFi27tVqRdddl5ljpScpx/4Jz3y41xW1k5vqIuAg4epLRRcDdgN+Un+pvRcQ+NMqYhxU85BLgwZm5sbxUvSsz6xFxDXDoJKPDwGxgR/mpJEmSJEmSJEmSJElFDIwMtnW9+g645aLklotqEwFg9spg7h2DOXcM5t5pgKGlEGFJU5Kk6Rjet/lr6OiNFjIlSZIkqdd1VSGTyXf/Azg0Is4qMcO8gnOHTyHHCzKzUFEqM8ciYh1w4CSjkxW0Wi4ilgILC4wW3eWzq0TjNw7HFhgdA35Ubprb9T0mL2RCo1Ta9kJmROwN/AC4U8FDLgdObPNOo71oS8G5uVjIlCRJkiRJkiRJkqSuUdk53NkAddi5Jtm5JiduO12juhjm3jFYdOwAC48ZYGDQcqYkSUUNLWv+uukOmZIkSZLU+7qtkFnEkzsdYMIy4B8Lzp7G1IpSv2fyQua8iNgvM6+bwnmbdceCc78rNUV5FlKscHp5Zm4rO8ztKFqyPKjMELcnIpYA3wfuUvCQq4ATMvP60kL1j5GCc7NKTSFJkiRJkiRJkiRJmpLKju77Ne74Jtjyi2TLL2pUFtRY9pgKSx894K6ZkiQVUF0IA7OgXvQdXbfDQqYkSZIk9b6BTgfQ7bqw4FyR3RJbqeh6F5Waojx7FZy7udQUu1d0J8min0dLRMQiGrt33r3gIWtplDHXlpeqrxT9DV0TL/NJkiRJkiRJkiRJklqtPjTW6Qh7VNsK132qxlVnjFMftRwiSdJkIoKhfZu7icHYBqiPed2VJEmSpF5mIbM7dWsh854F54rm7zZFi4xFi5Gt1nWFzIhYAHyX4t+L19MoY64pL1XfKbJrK8D2UlNIkiRJkiRJkiRJkqZkfEFv/Bp3yy+T3z55jC2/rJM1CyKSJO3J8L5NnqAOo516B6IkSZIkqSUsZHanXxWcO7bUFH/rvgVmdgIXlx2kJIMF53aVmmL3dhScK7qjYlMiYj7wbeBeBQ9ZT6OMeXl5qfpLRARwYIHRURo/e5IkSZIkSZIkSZKkLjB08wL2/cZxnY4xJWveNs4fXzrO6HpLmZIk7c5wkztkAoxc5bVWkiRJknqZhcwulJnrgEsLjN4/IobKzgMQESuBQwqM/jgzx8rOU5Kihba9S02xe3MKzpVezIuIucA3KVbSBdgAnJiZfygvVV86FBguMHd1ZvoqnSRJkiRJkiRJkiR1WCbMv3gl+37rvgxuK/pr/u4xsja59NVj7Lii3ukokiR1paFlzRcyb/52rQVJJEmSJEmdYiGze32/wMwc4H5lB5nwkIJz3y01Rbm2F5zrVCFzv4Jz28oMERFzgG9Q/HtvE3BSZv6+vFR9q+hzvKbUFJIkSZIkSZIkSZKkSdV2Juv+HZb86s5EvXffkjO+Gda8fZz6Lu8LLEnSbbVih8yxzV5jJUmSJKmX9e6rv/2vaLHx/ys1xV88qeDc90pNUa51BedWRkTzr6pM3aEF564tK0BEzAK+Bjyw4CFbgYdm5kVlZepzjy0499tSU0iSJEmSJEmSJEmS9qi+K7nyreNsu6ATbydovbGbYP3X3SVTkqTbGmpBIXN0PWTNUqYkSZIk9aquKmRm5ubMjE4+gIMLxj1vCufdPI2n47vALQXmnhARg9M4f2ERsS/FCnh/zMzflZmlTJm5Hbi5wOgS4KiS49ye+xacu6qMxSNiGPgKcGLBQ7YBJ2fmr8rI0+8mfu6K7kz70zKzSJIkSZIkSZIkSZJ2LzNZ8/Zxtq/ur2LF+rNr5Hh/fU6SJDVraG+g0tw5chTGpvOuUkmSJElSV+iqQqb+IjN3AmcXGN2b8nfJfC7FXkL4r5JztMPqgnMnlZriNiZKtycXHL+4pPW/NIUMO4BHZObPW51lBnkZMFRgrg78pOQskiRJkiRJkiRJkqTduOXC5JaL+q+4WB+BkWv77/OSJKkZUQmGljZ/nvFNXmMlSZIkqVdZyOxuny4497KyAkTELOAFBcc/W1aONipaIHxaRLTz5+exwOICczXgl61cOCKqwOeBRxY8ZAT4u8z8cStzzCQRcRjw4oLjP8rMIju7SpIkSZIkSZIkSZJKcOPZtU5HKM3OqyyLSJJ0W1Ft/hzukClJkiRJvctCZnc7F7ikwNzREfHEkjK8DNinwNy3MvOKkjK0048Kzh0BPKXEHH82Ufx8TcHxCzJzewvXrgCfAR5X8JBdwGMy89xWZZhpImII+BQwXPCQL5QYR5IkSZIkSZIkSZK0B+Nbku2X9G9pMUc7nUCSpO6z+LhK0+dwh0xJkiRJ6l0WMrtYZibwjoLjb4+Iea1cPyIOoHgR8O2tXLuDzgU2Fpx9Y6uf8914EXBkwdkvt2rRiSLoJ4AnFTxkFHhCZn6nVRlmmogI4KPAMQUP2QD8V3mJJEmSJEmSJEmSJEl7Mnpzf5cphvePTkeQJKnrzL1z89fHsU0tCCJJkiRJ6ggLmd3vM8C6AnMrgf9s1aITOyN+FphbYPx/M/NHrVr7Njmy4OOBrVgvM8eA/y44vgr4wsRzVYqIuA/Fy641WrRb4kQx8MPA0woeMg48KTO/0Yr1OyEi5kbESyNidofWH6RRgC36nAO8t5U7okqSJEmSJEmSJEmSpmZsQ6cTlGuWhUxJkv7G4OJWFDL7+6YOkiRJktTPLGR2ucwcpfgulU+NiFc1u+ZEGe8/gfsVPORlza7ZZd4F1AvOPhz4QBmlzIg4BvgmMFzwkP/OzGtatPz7gGcXnK0Bf5+ZX23R2p0yCLwTuDIiXhkRS9q1cESsAH4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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for i in range(len(parts)-1):\n", + "\tplt.plot(points.T[0][parts[i]:parts[i+1]], points.T[1][parts[i]:parts[i+1]])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's add some points stored in a csv file of x, y coordinates" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "tweets = pd.read_csv('data/tweets.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "These are coordinates of real people tweeting with GPS locations enabled on a specific day:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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4-73.96854240.780709
\n", + "
" + ], + "text/plain": [ + " X Y\n", + "0 -73.997017 40.762337\n", + "1 -73.968542 40.780709\n", + "2 -73.985962 40.760342\n", + "3 -73.952610 40.810797\n", + "4 -73.968542 40.780709" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tweets.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now easily plot these points along side the geographical boundaries" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.pie(np.ones(len(colors)), labels=np.arange(len(colors)));" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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f+MJphjH7s/1H1uexvfKRKl+8qcym7dnDnUM7E+ef3MHkYXVpoW1EBH9aUeUtl3fznl8bxlRjdFdq4ekv3lTm76/o4Tt3lnl0bf+ZUDt3WZVrH6vf/Tl4dOLVh7V0VEiS2l6rv8t+EDi2l5pzI2JDI5ppkKz3ZXiuXez9vutz7SJnKaXDgC9kLH8UODYi/iPqMMM5IpYApwD/nPGQ2cDn9nbfPKWUxgAvz1h+YZ69tIOIuB/4ZsbyF6WURufZjyRJkiRJkiRJkiRJkiRJe2tLd/C5G8rctmSvL7Xs1YlTC3zqlBLDuwxj9mczx9Xv8Z27PPjAb3u4ZXGFrJcDTxqe+OcXd3DEhIHxPHtsXXD2FT18+voym9t+dI/a1aZu+N0jVT5yVZnzr+1h7rJq5tdsK9rcHXzrjnLd1isV4Nzj+jbxV5LUdy0byEwpHQx8tpeyX0bE5Y3op4HWZKwbkWsXe79v1vvRclJKReBHQJapkyuBF0fEn+rZQ0RUIuKjwFczHvKhlNKJ9eyhzt5Etp/n48C1+bbSNr4C9GSo6wBekHMvkiRJkiRJkiRJkiRJkiTtsbVbg/OvK3PvyvxDM685rMAHjyvSUTSM0t9NGZkYN6R+663fBl+9tcLHrinz4Ops0+qGdyU+dUqJ1x9RrF8jLWz9tmZ3ID1twargczeWeeN/9fC7hytUqu0XzPz+3Aprt9ZvvbOOLDJlZMvGhCSp32jJd9qUUgK+C+zuV+SNwDmN6aih1masG5VrF3u/b9b70YpeCRyToW478IqIWJhjL/8buCJDXYHsEzWb4eyMdT+ox5TR/iAilgFXZSw3kClJkiRJkiRJkiRJkiRJaknLNgYfu6aHx9fne3lgIcF7n1vkjbNK1C5FVn+XUuKkqfW/HP7BNcFHrynzuRt6mLei9+l7xULi9UcU+fLppbr3Iql32yvwnbsqvPbSHv7jzjLdlfa4HP32pVWufzxb+DuLQ8YmXj6jJSNCktTvtOq77buAF/ZS89GIWNqIZhos62TJSbl2sff7tu2ETOCDGeu+GRG35dlIRFSB9wBPZSg/PqV0bJ797ImU0jHArAylVeCH+XbTdn6Rse7oXLuQJEmSJEmSJEmSJEmSJGkPPLymyseu7WHllnz3GVSCj59U4sUHD4wphXra6dOKFHLK385dHvzf68uc97syVz1SYXP37kNeB48p8OKDWvXyfGlguPKRKmdd1sMv7q+wvdy6wcxN24Nv31Gu23qdRTj32BLFvN4QJUnP0HK/8aWU9gP+pZeyW4ELGtBOMzyRsW5irl3sWtZAZtb70VJSSkeTbdrgZho0kTIiVgDfyFieNUzaSFmnY14dEYtz7aT93JSx7sBcu5AkSZIkSZIkSZIkSZIkqY/mLq/yyevKbNye7z5jBsPnX1Ti6Mktd1m0GmDC0MQpB+T72C/eEHz7zgrv+GUPX7ixh5sWVdi2i6DXtLGGoaRWcPH8Cu/9dQ+/fbhCpdp6wczv3VVh/bb6rffGI4vsO8L3H0lqlFaci/5tYMRuvt8NvCt6m/3evhZmrNsn1y52bXKGmgqwJO9GcnJmxrofRcSqXDt5pq8CHwF6+y3pzJRSYcdkzaZLKQ0G3pCx/MI8e2lTjwDbga5e6qamlFI/fl+UJEmSJEmSJEmSJEmSJLWR6xdW+ObtFSo5X9U2dVTi4yeVGDfEEMpA9oYji9y2pMrW+g2b26lyFe5cFty5rEJnscKh4xJHTS5w1MTEAaMSKSWOmligdim1pGZbvw2+e1eFax6r8o6jixw+oTWC+zcvqnDT4vpd7n/ouMRLD2mN+yZJA0VLBTJTSiOBl/ZS9qWIWNCIfppkMVCl9+mlBzeglz3d94mI6Mm9k3ycmLHud7l28VciYmVK6W5gTi+lo4BZwLz8u8rkNcDIDHVrgCty7qXtREQ1pbQYmN5LaRcwGHgq/64kSZIkSZIkSZIkSZIkSdq5iOCKB6pcND//QNpRExMfOaHEkA7DmAPd2CGJNx1V5Lt3NS4I2V2B+U8G85+s7TlqEBw6PjFtjKEoqdUsXBecf12ZQx/V2gAAIABJREFUw8cn3jiryKHjm/c6XbE5uOCO+r1XdRbhnGNLFAueCyWpkVoqkEnv0/8ApqeUfphjD8My1s3sQx//EBGZglIR0ZNSegKY0ktpbwGtukspjSdbuC7rlM+WklJKwPEZSnuA6/PtZqeupvdAJtRCpa0SyDw7Y93FEdGdayfta0PGuqEYyJQkSZIkSZIkSZIkSZIkNUk1gh/Nq/CrB+s39WtnSgV4zWFFXn1YwQCK/seZ0wrMX1Hl9qU5j2XdhfXb4LYlwW1LnI7ZbCO6aoHZbX81MbWQYGgHdBRr7yPFApRSolQAEmwvB9vKsLWndmxznknK04JVwcevLTNjXOLvjixyxMTGBjN7KsG/3Vqu6zTfNx9VZPJwz4WS1GitFsjM4qxmN7DDROCtGWs/SN+CUvfSeyBzWEppn4hY1od199aMjHX35NpFfkaSLXD6SERszruZncgasjwgzyaySikdDJyUsfzCPHtpc9sy1g3KtQtJkiRJkiRJkiRJkiRJknahpxJ8448Vblqcbxjzefsm3vmcEmOHGD7RM6WUOPfYEh+7psySjUbpBpJBJThyYmLO5AJHTy4wYWjt/aG7EpSrUKlCSjC4ROYQd0SwfUeoc1sPbC0Ha56qTTf882355uDJzVD16dZ2HlwdfPL3ZU6cUuCdxxQZ1tmYc8pP76nw8Nr6PWGOmJD4m+lO5ZWkZmjHQOZAMBd4SYa6OUAjA5lZpjMC3J1rF/kZm7Fuda5d7NqqjHVZ70fe3kG2qbe3R8S9eTfTxrIGLbMGNyVJkiRJkiRJkiRJkiRJqputPcG/3Fxm/pP5pZKGdMCnTikxfazBE+3a0M7E+aeU+Pg1PazqyygdtbSuIowZDEM6EkM6YHAHDO9M7DsicfCYxMxxiY7isy9Z7iwmOot7tmdKiUGlWtizdiVv4sDRz67rqQRPboFlG4Nlm4Klm4JlG4MlG4PN3Xu2txrnpsVVFqyqcu6xJY6alN/5pacS3L60yi8fqN+HFgwqwfueV6KQ/IACSWoGA5mtaW7GujnAr/Ns5K8ck7Eua/+tJmuQMWswst7aJpCZUiqSfYKs0zF3L8vUVoAtuXYhSZIkSZIkSZIkSZIkSdJfiAjuXh78cF6ZJzbmt8+kYfDJkzuYNNzQSVbbllR54APlZ3xt5tdKDNq//wdaxw1JfOaFHXzm+h6e9MrKtrTfCJgxtsAh4xLTxyb2H5EyT7ZstI5iYr8RsN+IZ/YXEazfBks2BIt33P78/1vLu1hMTbF2K3zm+jIvPaTAm2YV6Srt+XOtXK0Fc5f8xeO9ZGOwfFP9J6m+dXaRicNa83UhSQOBgczWdEfGuuNz7eLZnp+hZitwX96N5KQjY932XLvYtayf1ZN1omKezgT2zVD3FHBJzr20rZRSAqZkKO2m9tqTJEmSJEmSJEmSJEmSJCl3j66tctG8CveszG8qJsBBoxOfOLnEqEGGTpTdpOGJL5zWwedvLPPYunyfo9p7xQTTxiRmTUq8fGaRIR3t/3pPKTF6MIwenJg16emvRwSrn3p2UHPJxqC70rx+Bb95qMqfVgQfeH6Rg0b3Hl7f2hPcszJ4fN3TwctlG4NKA95yZk1MnH5w/w/YS1IrM5DZgiLiiZTSQ8AhvZSemFLqjIjcB5qnlKYC0zKU3hgRPXn3k5OsgbZxuXaxa0My1rVCMO/sjHWXRUSOn4vV9qYDXRnqFkWE/2IgSZIkSZIkSZIkSZIkScrV1p7govkVrnykmvtesyYm/s8JJQb3g3CWGm/04MTnX1TiO3dW+P3j+T9f1TezJiaOmFDgoNGJQ8enAfM6TykxfiiMH5qYs8/TX69Ug5VbakHNJ7cEq58KVm0JVm2BVU8FG5s1TmiAWbIx+Kery7zhyCKvmFmgNlvnmZZtCi6aV2bu8qDchLeWwSV43/NKO+1NktQ4BjJb1zX0HsgcApwAXJd/O5yese6qXLvI15aMdc0KZO7TewkAm3PtohcppQnAyzKWX5hnL/3ACRnrFubahSRJkiRJkiRJkiRJkiRpwNu0PfjcDWUeXpv//IATpxQ459giHUUDJ9pzXaXEOccWOWxC4vtzK2wtN7ujgWlwCY7br8DM8YmjJhYYMwRKBV/bf6lYSEweDpOH7/znsq0cPLY2eHhtbQrj8s3Bsk3B2lYY49PPlKtw8fwKF8+vcNnrOijueK5GBFc8WOWnf6rQ08SM99uPLjJ+qK8fSWo2A5mt6yrgHzLUvZbGBDJfn7Hu6ly7yNcTGeumppRSEyYSTs9YtzTXLnr3FqAjQ91DEXFT3s20uVdmrPtTrl1IkiRJkiRJkiRJkiRJkga07eXgCzc2Joz5skMKvO3oIgWnf6kOUkq86KAiR04s8O07ysxb0ejLfwem5+6bOGFKgSEdiSMmJLpKvp73xqBS4rAJicMmPPPrW3uCh9YEdy2rcv/q4IkNwfZKc3qst1IBEjQ1/PjaS3v4xks7GDsYvnVHhZsWNXfa7tGTEy86qNDUHiRJNS0VyIyI9dTOm02TUjqAbNPmboiIU3Js5SpgEzC8l7rXpJTeHxE9eTWSUpoEnJKh9MGIuCevPvIWEVtSSqvpfQLmGOBoYG7+XT3D8zPWPZ5nExm8I2Pd93Ptos3teN1lnUx7S569SJIkSZIkSZIkSZIkSZIGrko1+Lfbyjy4Jv8g21uOKvLymQWSYUzV2YShifNPLjF3efCjeWWe2NjsjvqnA0cnvnpGlrkuqofBHYmjJiWOmlQL6UUE67bBhm1Bd6U27XFLN6zZGqzdGizfBIvWV1m+Gaotnk0u78g+7jscNmyHzd3N6eOc3+QW0+iTUYPg3GNLnh8lqUW0VCBTT4uIrSmly4G39lI6jtqUzJ/k2M67gWKGuv/MsYdGWQCcnKHuxTQwkJlS6gDOzFh+X5697E5K6fnAoRlKy8CPcm6n3f0j0JmhrgrcnHMvkiRJkiRJkiRJkiRJkqQBKCL4/t0Vbl+ab3KnmOB9zytyyoFZLleV9kxKiefsk5g9qYNrHqtyyT0VNmxvdlf1NWkYfOj4EhOHJn5xf4VfPtDYiX4vne70vmZKKTFmMIwZvPvQ3vZysGRj8Oja4IHVwQOrqjy5pUFN9tHSTTC8E159aIGf39/cCZXN9P7jSowaZBhTklqFgczWdjG9BzKhFtzKJZCZUhoE/EPG8jxDoY1yG9kCmW9OKX05Ihr1W90rgdEZ6irA7Tn3sjtnZ6z7fxGxItdO2lhK6RDg3Izl10fE6jz7kSRJkiRJkiRJkiRJkiQNPFt7gm/eXuHWJfleKtlVhI+cUGLOZINcaoxiIXHGtCInH1Dguseq/OahCss3N7urvffuY4qcMe3pUPNbZpf4u1nBZQsqXLog/0ueh3XCC6b4Om4HXaXEtDGJaWPgjGm1r63bGty7ssq8FcH8FVXWbm1uj39pUzf86qEq559c5OE1cN3CCitbNECah1cdWmD2JF9bktRKDGS2tuuA++l94uCclNLrIuLSHHr4R2BChrrfRsSjOezfaNcD/5Sh7nDgDTRgKmhKqQB8NGP5nRHRlF8vU0pDgddnLL8wz17aWUqpE7gI6Mp4yM9ybEeSJEmSJEmSJEmSJEmSNAAt2xR86aYySzbmOxlzRBd8/KQS08caNFHjDSolXnJIkTOmFZi7PPjVgxXuXZnvcz4PB4xKfOj5JfYb+ezpecVC4qwjS7x8ZvBf91X4RU4TBhPwnmNKdJWc4NeuRg9OnDi1yIlTa9ORl2wM5q8I5q2osmBl0F1pbn/dFfjsDRXe+9wiF7ysg9uWBD+9p8zSTc3tK2+HjE2cdaTToyWp1RjIbGERESmlr5AtvPYvKaX/FxF1+3yWlNL+ZA8C/ku99m2y64C1wJgMtZ9JKV1Rz5/5LpwDzM5Y+/M8G+nF64FhGepWAP8v517aUkopAd8Djs14yBoaEAqWJEmSJEmSJEmSJEmSJA0cj6+v8unfl9m4Pd99JgyFT57cwT4jDHD1xbYME0u3r9jV17KF8QbtP7ACssVC4rn7Jp67b4HFG6rc+HiVWxZXebINJvDNmZz48AtKDOolCDm4I/Hmo0q88cjgF/dX+ck99U3XvWNOkeOdjtlvpJSYMjIxZST8rxlFuivBA6tq4cz5K4KF65sXXL7gjgrTxyaOn1Lg+Cmd3L+qynfuqrCoiT3lZUgHfOj5JUoFz5OS1GoMZLa+HwOfAfbrpW4qcAHw5npsmlIqAj8BhmYo/2NEXF+PfXfSR9bfjF5Yjx4ioieldCnwngzlBwM/Syn9bUTk8pkfKaXjyB52rdDcaYlnZ6z7UUSUc+1kD+yY8Plu4IKI2NqE/TuA79K31/DXmzURVZIkSZIkSZIkSZIkSZLU/2zuDj53Q/5hzANGJT5xcokxgw2Z9NUDH9izSzAXfjH7cbMv79yjPfqDKSMLvOmoAn83K3hoTXDz4lo4c/22Znf2TMPSU7z9mMGcclAHtXkg2RQLidccXuTlMws8ui64f1Vw78oqdy/fszDb5GHw5tkljtvPMGZ/1llMzJqUmDWp9jiv3xbM3xHOnLei8a+PD/2uzA9e0cHIQYlDxxf4yumJqx+t8vP7Kqxp+FXg+fmH55WYMMzzpCS1IgOZLS4iulNKHwUuzlD+ppTSvRHxpb3Zc8eUvguAEzIe8o97s18L+jfgXUCWvwxeAnwrpfQP9Q5lppSOpTZJsivjIZdGxOJ69pBVSmkGcHzG8u/n2cte6AC+CnwkpfRvwPciYm0jNk4p7UctAH1iHw5bSu25KkmSJEmSJEmSJEmSJElSXfxoXoW1OYdZjpiQ+D8nlBjaachErSulxIxxiRnjCrz96ODx9cG8FcGfVlS5f1XQk23YaN1NLqxmRmkx+xee5Pj9zuxTGPMvdRQTM8clZo6DVx5aBGBrTzD/yWDjtuAPT1SZt+LZIc1CgknDYMrIxKyJBV50UIGOoq/lgWbUoMTJBxQ5+QCICBZtCG5/Irjh8QrLNzemhx/Nq/D+42pxmGIhceb0IqcdXODax6pctiD/c1nezphW4PgBNq1YktqJgcw2EBE/Tim9m2wByX9OKZWAL0REnz+qJKXUCXwDeGfGQ34cEbf0dZ9WFhEPpZR+Brwh4yHvAmamlN4QEcvq0UNK6f3Al4GsHzFUAb5Qj733UNbpmDdFxEO5drL3JgFfAj6dUrqEWhj6hoio+5/OKaUu4L3A/wWG9/Hw90fEpnr3JEmSJEmSJEmSJEmSJEkamB5dW+Xax/JNmT1//8QHjivRaYBLbaSQEgeNThw0Gl51aJHt5acnSz6yNnhkbfBUTz57Tx4GB4xOHDCiSs+j1zM05TeKcHBH4rj9aq/N06cV/+frEbX7Vw0YVMIApp4hpcQBoxIHjILXHF5g3orapOW8Xf94lZceUuXgMU+HFkuFxBnTipx6YIFrHqty8fwK2/Jvpe6mj0m8bXax90JJUtMYyGwf7wHuAAZnqP0ccFxK6ZyIWJR1g5TSkcB3gWMzHrIS+EjW9dvMh4GXAiMy1p8EzE8pfQn4TkRs3JNNU0qnAB8HTuvjoV+PiHv3ZM+9tSMA/JaM5Rfm2UudDQbevuO2NKX0G+B31MKZezU5M6U0ldrP7N3AvnuwxIURcfne9CBJkiRJkiRJkiRJkiRJ0p891RN85Kr8UiuFBK85rMBrDy9SLBjmUnvrKiVmT07MnlwLglUjWLEJHllbC2iu2Bys2wbVKmzYHqzbClmm7AwqwaHjE4eOKzBtbGLamMSwHZNkt2/fzu8eyy+MuTspJYZmHTGjAa2QEnMmJy4/q5ML55b5zUP5hvy/cGOZC1/x7CdnRzHxN9OLzJ5U4Gt/KPPQmj7PuWqaqaMSnzi5RFfJc6UktTIDmW0iIhbsmJr43YyHvAw4LaX0A+Ai4PadTfhLKXUAp1ALnb0eyDrXugq8KSJWZKxvKxGxbMfP+4d9OGwctamW56eULgKupTYRcs2uDkgpFYE51AKdZwHH7EG79wOf3IPj6uVlwMQMdZuAy3LuJS/7UpuE+i4gUkoPA3cCDwIPAUuoBZRXA9uA7dReS4OAMcB+wAzgaOCFwBF70csfgPftxfGSJEmSJEmSJEmSJEmSJP2P5ZuCz96Q03g/YNqYxNlziswYl/USVe3OzK/1fvn39hWw8IvPDNge+NESXZPy6mpgK6TEPiNgnxFFTjrg2d8vV4PN3VCuQM+Oq7mLCborsK0SVANGDUqMG1JbS+oPzp5T4qiJVb5wU35h/3XboFKNXQb9Jw9PfP5FJX5+X5VL7q3k1kc9FBL87YzaBxcM7vB9QJJanYHMNhIR30spvQB4W8ZDBgHv3XHbnFKaTy00toXa5MfJwCygaw/a+XREXL0Hx7WNiPhRSum59D38NgI4Z8ctUkoLqf3c1wLrqU1eHLPjdiAwbC/a3AC8IiI278Uae+vsjHU/jYincu2kMRJwyI5bo80FXhoR25uwtyRJkiRJkiRJkiRJkiSpn7lpUYVv31Fha055mfOeX+SEKQWSIbO6GbR/lmDrs6fSdU3KeqzqrVRIjBq0q+/62lD/dcy+BS54WQefu6GHpZvy2ePuFcEx++z6dVQsJF53RJGpoxJfujm/cOieGDekNhHz6EkFnrtvgfFDfT+QpHZhILP9vBMYCbyyj8cNA15Qpx6+FhGfrdNare79wHDgLXt4fAIO2nGrtw3AGRHxUA5rZ5JSmgz8TcbyC/PsZQC4BXhZRKxvdiOSJEmSJEmSJEmSJEmSpPa2rRxceFeFaxc+O7hXDyO64N9f0sHwLsMlkjSQTRyW+PIZHXzlljJzl0fd1//5ggrH7NN72PzY/Qp862UdnPObHqr1b2O3xgyG/Uck9h+ZmDKy9t/9RyaGOAlTktqWgcw2ExHllNJZwM+AVzShhW8A5zVh36aIiGpK6e3Uplt+sNn9/IUl1CZjzm1yH28Dihnq7o2I23PupT/7JnBeRPQ0uxFJkiRJkiRJkiRJkiRJUntbuSX44o1lFm3IJ5EycSh88cWGMSVJNYNKiY+fVOK2J4KL55V5ckv91n5wTVCpBsVC7+ecScMSP3plB2/7RQ+VHEOZLzygwIxxTwcvh3V6PpSk/sa5820oIrqBVwGfAxr1+Qw9wHsj4tyIaPBnQjRXRFQj4jzgDUArTCf8LTCnBcKYAG/PWOd0zD2zCPjbiDjHMKYkSZIkSZIkSZIkSZIkaW89vKbKP13dk1sYc/QgOP+UDkYNMnwiSXpaSonj969NqfzEySXGDq7f2t+5s5K5dmhn4iev6WDGuPqfp14xs8Blr+vg3ONKnD6tyKHjC4YxJamfMpDZpqLmfOAlwGM5b3c38IKI+HbO+7S0iLgEmAlcTOOCsH/pCeCsiHhJRKxuwv7PkFI6CZieobQb+HHO7dRDKwWN1wGfAQ6LiF81uxlJkiRJkiRJkiRJkiRJUvu7a1mV868rs35bPuvvOxw+f1oH+ww3fCJJ2rmUEnMmF/juyzsZ1lmfNa9+rNqn+o5i4oundfDZU0tkGKzZq1IB3n9skbfMLmWa1ClJan8GMttcRPwOOBz4JLCmzssvAc4BnhsRd9R57bYUEU9GxFuo/cx/COT0zxLP8ADwLuDgiPhZA/bL6uyMdVe0QoC0NxGxAZgGvBu4DGhGz/cBHwGmRsSnI+KpJvQgSZIkSZIkSZIkSZIkSepnFq6r8tVby3RnHyLWJ11F+NLpHUwaZhBFktS7iOCYfeoXZ+mp9H02z+ETCvzgFR3Mmbzn566JQ+Gzp5Y45cDiHq8hSWo/pWY3oL0XEduAz6aUvgK8GXgLcBywJ2f1buAG4ELg5xFRrluj/UhE3A+8PaX0AeDVwCuAk4GRddpiAXAlcEkLh2HvpTbFsTe/zLuReomIR4FHge+klBIwGzgemLPjdjjQUcctK8AdwDXALyPirjquLUmSJEmSJEmSJEmSJEkSG7c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b1WtzboymufDJaUFmQ3Um9HYiW0T2YuBFwLJkv3wXZ/5O5CMrsG8kezrf+e7+VBU9N4mZLQZsA2xJtvp7fWBlsj9alyJbyPg02YXvfwIzyFbBXwFc7u4Pld+19GJmU4GXMvYPmxcCq5L9d53K/D9sjGzB5Uyyn7X7Ol93AjeQfUD5m7s/U+67EJGi5dg8oG7udPc1q24iysx2IPtAk8d33P3RFP0MIzNbGTiY7MneRTxV/UngJODb7n57Aa9XSzr3pEjKjHLo53ZwbcoMM3sB2c3Q25PdEL0usc2HunmK7OboXwO/0Lkl/VBmlEOZMbg2ZcZEzGwb4L+BNwILFfCSfweOAk5w92cLeD1pCeXGeJ3r+VuSzZNtAmxKtmNvnkniXmYA5wK/BC5s0tN+i9b5u/sgsrxYvqCXfQb4KVk2X1fQayZhZjuT5eWuFHsOAjjZ549jyDb/1HkoXSkzxlNm1EvbM6MbM1sSeCuwJ9ln2aUGfMlHgcuBy8jOzyubdlOcDEaZMZ4yo16UGYPRtVEpkjJjPGVGvbQxMzQPLnWm3BhPuVEvbcyNiWguvDctyBQREREZgD4cpmdmK5JtHrFSzkPXGsanNBet8xTvg4DPA9MSDPEs8DXgy+4+M8HrV0bnnhRNmZGefm4H05bMMLOXAW8me4rbpomHexb4OXCEu9+YeCxpEGVGesqMwbQlMyZjZqsC3yK7GTqF24CD3P3cRK8vDaPcADNblmxX3ld1vrag+IVv3dxDtiDuB+7+SInj1pqZLQV8GjgEWCzRMPOAHwGfdvcHE43RFzPbniwvNitpyNuBT7j7L0saT4aQMkOZUVdtz4xuzGwd4GPAvmSbsKdyH/Bbsic2nJNwHBkSygxlRl0pMwana6NSNGWGMqOu2pYZmgeXYaHcUG7UVdtyYzKaC4/TgkwRERGRAejDYXpmdiqwTx+Htn4ywMxWA04HXlHCcLcAuzfpIpvOPSmaMiM9/dz2r+mZYWYbA28H3gKsVda4ozhwKvBRd/9XBePLkFFmpKfM6F/TM6MXM9sTOJG0N0KPOAH4QFN2CJV0lBtgZlcCLyvitQb0KPBF4Gh3n1V1M1Uys1cDJwOrljTkw8A73f2sksablJlNI7uZZb+KWvg9MN3d761ofKkxZYYyo47anBndmNnzgM+QPY2hzJsy73f3lUscT2pKmaHMqCNlRjF0bVSKpsxQZtRRWzJD8+AyjJQbyo06aktu9KK58HyKeGyoiIiIiEgSZvYG+psIaD0z2xq4inJukgZYD7jczN5U0nhJ6dwTGT76ue1fkzPDzN5pZtcA1wKHUs0kFICRTYTdbGbTK+pBRDqUGf1rcmb0YpkvAL+knAkogP2Bi8xslZLGExlmVnUDHcsC3wD+bGYvrbqZqpjZZ8gWBZZ14wLA8sD/mtnnzKyy88HMXgJcQ3WLMQF2Bq41sx0q7EGkzpQZNdLmzOjGzPYG/g4cRLmLMUVkrLr8jlBmoMwoiq6NiiRTl98RygzakRmaBxcZesqNGmlDbvSiufD+aEGmiIiISDv9reoGeunsJP/9qvsYRma2LfA74PklD700cLqZ7VXyuIXSuScyjjKjwVqQGQcCmyYeI49pwIlmdqKZLVp1MyIJKDMarAWZ0cuRwGGUP0G6JXChmZX97y5ShtrnxgA2Aa40s1bd5GpmC5nZccDnqWYe2oD/R/Z0yvIHzzYuuBhYu4rxF7AicLaZ7V51IyIFUWY0TNszYzJmtqSZnQz8DFiu6n5EhpQyo2GUGcXRtVGRcZQZDdOyzNA8uEj5lBsN07Lc6EVz4X3QgkwRERGRdjq+6gYCvkG5O840gpm9DDgLmFpRCwsDp5rZ6yoavwg690TGUmY0lDKjUtPJdrqr6t9eJBVlRkO1PTPM7MvAwVWM3bEecJ6ZLV9hDyIpDENuDGIx4CdmdkjVjZToBOC9VTcBvN/MjipzwM6TMc8i21G8LhYDfqYnZUpDKDOap7WZMRkzWwm4EHhHxa2IDDtlRvMoM4qja6MiYykzmkeZUb3paB5cmku50TzKDTQXPghz96p7EBERERlaZjaMf0zdD6zm7nOqbmQyZvZq4PwBX2Ytd59RQDtDw8xWBK4BVstx2DPAr4FzgauB+4DHgaXInnyzObAj8Bay3cyiHge2cPfbchxTOZ17kpIyIw393PanLZlhZpcAWxf9ugX6A7Cru8+uuhGpF2VGGsqM/rQlMyZjZm8DfprzsDs6x1wKXA88BMwmW6SzFvAKYA9gO/LtMvp/wOtdEzuyAOUGmNlVwBZFvFYi73H3Rt+sYWZfBD6d87B5wAVkeXEF8A/gEeBZYEngBcD6wLbA7uR/8uR/ufv3ch6TW+cpM9cCa/Zx+DXAH4HLgJvI3v/DwFyyJ6MtT5YdW3e+tiH/psuPAhu7+9199CcNo8xQZtRBmzNjMma2Ntl7W7eqHka5391XrroJqZ4yQ5lRB8qM4ujaqKSkzFBm1EHbMkPz4DLMlBvKjTpoW25MRnPhg9GCTBEREZEBDOmHw6+5+8erbmIynR2yriP/h5EFtWoywMyM7APJrsFDngWOAr7s7o8GXn8qcAjwcWDp4Bh/BV7p7jOD9ZXSuSepKTOKp5/b/rQpM/qciJoJ/AW4qtPXjM7Xo8BTZE9pW4Hsxui1yS4gbgdsSr4LiSNOcPcD+jhOGkyZUTxlRn/alBkTMbMXkS0ojfZ2O/AJ4LTIRJGZbQB8BXhzjrY+4e5H5KiXFlBu5Lp54W7gZuCWztfNZDdSPEG26PsJYA6wDNmC8WWBDcn+1tsMeBWwSB8tzgb+w92v6uPY2jOzNwBn5jhkLvBD4CvufldwDANeA3wBeHlwnFnAq9z9ihy95WZmJwHvynHIPLKbFb6T95wws3WAD5Lt2r1EjkPPd/ed8owlzaTMUGZUre2ZMREzez7wJ7Ib1vK6lWxh/5+A28huiHuc7BrWImTn57Jki/w3BDbpfG3K5JvjaEGmAMoMUGZUTZlRHF0bldSUGcqMqrUxMzQPLsNMuaHcqFobc2MimgsfnBZkioiIiDSAmb0U+FuwfAN3vzllP4Mws28DHy7gpVo1GWBm7wOODZbPAPZy96v7GGdd4FfAS4OHfNXdP5l3nCro3JO2UGZMqFU/t23KjBwTUXeR9XoOcFE/i3zMbCPgY8C+5L+g/TZ3/3neMUVSU2ZMSJkxuRkMcWYsqDNJdinwyuAhPwXe6+5P9THWu4DvE1tYMwfY1N1vyDuOSGpV5sYkNy/MIXv64KUjX+5+34DjrAjsDbyP+O+sEbcCL3H3WYP0UDedRSTXASsFD7kV2LffGznMbCGyxfxfBaYEDrkd2CjVQn4z24LsJraoe4F3uPsfBhx3Q7Ls2STHYbu7+xmDjCtSFGVGT8qMTKMyYyJmtjRwIbB5jsOeJLsJ8Mfufm2f404B/gN4PbAb8OJR39aCTKkVZUZPyoxM4zNjELo2Km2hzOhJmZFpRGZoHlxkcMqNnpQbmUbkxgR9aS68AAtV3YCIiIiIFCK6m9QlNb9JeiuyHd4n8yhwU0ntDA0zWx74UrD8NrLdi3LfJA3g7rcB2xC/0ewjnZ10ak3nnrSMMqPFlBljPEm2yGgbYE13P8Tdz+33oqa73+Du04GNyHYWzeMYM1uun3FFElNmtJgyg3cRn4D6rrvv288EFIC7/5jsRuhIBk0Bju5nHJES1CE3HgROBvYClnP3V3T+zjtt0BsXANz9QXc/hmxn6YPJMiTqRZ1jmuarxG9cuBzYapBdtd19nrt/k2zxyDOBQ9YGUi7iPzxH7d+BTQZdjAng7jcBWwJn5Tjs8EHHFSmQMqM7ZUYzM2MipxBfjDkP+A7ZYpiP9LsYE8Dd57j7H939UHffiOx61tHkO09FyqLM6E6Z0Z7M6IuujUrLKDO6U2a0JzM0Dy4So9zoTrnR7NzQXHgB9IRMERERkSFnZouS7ay+QqD83e5+UtqO+mNmi5Ht8LNhl7IDgbcD2wVesjW7M5rZMcAHAqWPAJu5+50FjLk8cDWwZqD8LHd//aBjpqJzT9pEmTGp1vzcti0zJtkZ9Gayi3cnu/sTRY21wLiLAt8EDspx2Ffc/VMp+hHphzJjUsqM8RqRGQv0sRTZItPnB8pPB97iBUy2mNkendeLeIu7nzbomCJFqTo3Ok/0vQG4zN3nFfnaPcZdE/gDsFbwkAeA1dx9dqqeymRmm5L93o5sAnwjsLW7F7bQw8xeC/w2MP6zZDtK/6OosTvjrwrcCSwcKL+f7MaNGQX3sCRwAfDy4CGvcPcri+xBJC9lhjIjUN64zJikp4OBo4LldwBvd/c/JWwJM5sKvE6fNaQulBnKjEB5KzKjX7o2Km2izFBmBMoblRmaBxcZjHJDuREob1RuLNCH5sILoidkioiIiAy/NxP7YPgE8MvEvQziM3SfCPgj8KOSehkaZrYK8J5g+buLuEkawN0fBt4GzAmU72Zm0R2eq6BzT9pEmdFiygyuAd4KvNjdj0k1CQXg7rPc/WDgiByHfdDMpqXqSaQPyowWU2bwPmITUDOAA4qYgAJw918B3w2WH1bEmCIFqjQ33P0H7n5JmTcudMadAWwL3B485Hlk/1ZN8Uli882zgf2KvHEBwN3PJntSWC+LASlu+norscWYAB9MceNyZ0fqfYllJ2Q5K1I1ZUaMMqNANciMMczspcDXguVXki3qT7oYE8Ddnx6Gm92kVZQZMcqMAtUtMwaka6PSJsqMGGVGgWqUGZoHF8lPuRGj3ChQjXJDc+EF0YJMERERkeF3QLDuZ/0+Mj41M9sE+HiXkmeBA4v6w75hDgEWDdT92t1/U+TA7n4FcGyw/NAixy6Kzj1pIWVGu7U1M/4O7Onum7v7L0u+oP1JIPpvuSTZRJlIXSgz2q2tmYGZLQJ8OFj+IXd/rOAWPgncF6jbxMx2LXhskUEMfW70y93/Ceyf45BG3LzQeTrkHsHyL7r7NYla+TTZ3/y9vMPMVi947B2DddeQcAMLd78N+GGwPNqzSErKjDhlRrGqzIznmJkBPwAWD5T/FdjJ3R9I1Y9IzSkz4pQZxapFZgxC10alhZQZccqMYlWZGZoHF+mfciNOuVGsSj9raC68WFqQKSIiIjLEzOyFwE7B8uNT9tIvM5sCnABM6VL2JXe/uaSWhoaZLUm2W00vc4CPJmrjs0DkQ9denfO1NnTuSdsoM9qtxZlxGPCSzi5rpevcyHAg8EjwkL0TtiMSpsxotxZnxoi9gdUCdRe4+5kFj427P0l8x8//Lnp8kX40ITcG5e4XAf8TLN85ZS8l2o/uOTviXuArqZpw95nE8mgRsg0HivSKYN0xJdzkfGSwbmMzWyJpJyJdKDOUGT00OTNG2w94ZaDuPuB17v54wl5EakuZoczooS2Z0RddG5W2UWYoM3poamZoHlykT8oN5UYPTc2NEZoLL5AWZIqIiIgMt3cT+5vuhs5TRuroo8DmXb5/A3BESb0Mm92BaYG6X7r77SkacPeHie3AvzDw9hQ9DEDnnrSNMqPdWpkZ7n6hu88t4rUG6OEB4BvB8q3NbLGU/YgEKTParZWZMcr0YN1XCx53tP8hm+zr5dWd3VxFqtaE3CjCj4J1K5nZykk7Kcfuwbrj3H120k7gbOCOQN1+nd2fB2ZmywIrBct/V8SY3XRupL4zUGrAuonbEelGmZFRZkyskZkxmplNJfZZwoHp7h55YoBIUykzMsqMiTU+Mwaka6PSNsqMjDJjYo3MDM2DiwxEuZFRbkyskbkxyvRgnebCA7QgU0RERGRImZkR/+O4ljv1mNn6ZE8+mYwDB7r7rJJaGjbRG4+/k7QLOAqYF6irzYJMnXvSNsoMQZlRteOAyAXbJYDNEvci0pUyQ2hxZpjZKsAOgdIb3T3Z4prOJN8xgdKFgH1T9SES0YTcKNAlwP3B2helbCQ1M1uJ2NMh5xBbYD8Qd58HHBsoXQl4bUHDRm8CuN3d7y5ozF4uCNatnrQLkUkoM8ZQZozX5MwY7QDgBYG641N+5hCpO2XGGMqM8dqSGX3RtVFpG2XGGMqM8ZQZ6WkeXIaKcmMM5cZ4jc4NzYUXTwsyRURERIbXjsCagbpZwClpW8mv8+H2eGDxLmXfc/fLSmppqJjZisBOgdJb3P3PKXvp3FR2YaB0IzPbOGUvETr3pKWUGS2mzKieuz8IXBwsXy9lLyIByowWU2awN7F5kzLO/VPIbpDrZZ/UjYj0MNS5UaTOBPpVwfLlU/ZSgi3JnrTYy6XuHtnluAi/DNbtV9B4Swfr/lnQeEWOtVTSLkQmp8zoUGZMqMmZAYCZLQwcEih9EvhMkWOLDCFlRocyY0KNz4x+6dqotJQyo0OZMSFlRmKaB5chpNzoUG5MqOm5obnwgmlBpoiIiMjwOiBYd6a7/ztpJ/05CNi6y/f/CXyqpF6G0c7AlEDdz1I30vHTYF0ddnrTuSdtpMxoN2VGPVwarFsnaRcivSkz2q3tmRF9neTv393vAiI3x21mZiun7keki2HPjaJFd5Me9gVxLw/WXZ60i1Hc/Q7ggUDpLmYWybpeovPsDxYwVlT0Z6yI9y/SD2XGWMqMsZqcGSP2BNYK1H3X3f9V4Lgiw0iZMZYyY6w2ZEa/dG1U2kiZMZYyYyxlRjk0Dy7DRLkxlnJjrKbnhubCC6YFmSIiIiJDyMyWA3YPlh+fspd+mNmawJd7lP2Xuz+evpuhtXOw7qykXcz3f8G6aN9J6NyTNlJmCMqMurglWLdM0i5EulBmCC3ODDNbDNg2UHpTZ4KsDNH3H3mqqUjhhj03EolMngM8lbSL9DYI1pV280LHFYGaacBWBYz1SLBuZgFjRUXHivYuUhhlxoSUGWM1OTNGRG76nA18t8AxRYaOMmNCyoyx2pAZuenaqLSRMmNCyoyxlBnl0Dy4DAXlxoSUG2M1Njc0F56GFmSKiIiIDKf9gMUCdfcAv0vcSz+Oo/uuOae7+2/KamZIRT5kPApcnboRAHe/F7gpULqNmS2Rup8udO5JGykzRJlRDw8F65ZM2oVId8oMaXNmbA1EXuO8AcfJIzpW0zYxkOEx7LmRwtLBuujfhnW1RrDumqRd9D/ergWM9XCwbsUCxopaKVg37OefDCdlxnjKjLGanBmY2fOAHQOlZ7r7P4sYU2SIKTPGU2aM1ejMGICujUobKTPGU2aMpcwoh+bBZVgoN8ZTbozV5NzQXHgCWpApIiIiMpz2D9ad6O7zknaSk5ntT/c/kB8DDi6pnaFkZqsDqwdKL3b3uan7GeXCQM1iwBaJ+5iQzj1pMWVGiykzamVOwXUiKSgzWkyZwdbBugsHHCePq4AnA3XR3kWKNrS5kdDKwbrortN1tWqw7sGkXfQ/3jYFjfV0oC66SLII0bHuSdqFyMSUGeMpM8ZqcmYAvAVYOFD3s4LGExlmyozxlBljNT0zctO1UWkxZcZ4yoyxlBnl0Dy4DAvlxnjKjbGanBuaC09ACzJFREREhoyZbQFsGih14MTE7eRiZqsA3+xR9nF3v6+MfobY5sG6Up5aM8pVwbrNknYxAZ170lbKDEGZUSfLBesiFxtFCqfMEJQZtXv/ncneyM6oa5vZtNT9iIw2zLmR2AaBmkeAW1M3klhk1+w57v5U8k7GeiRYt5mZ2SADdTYnuDxQukEBT3GOelmg5o7OE6hFSqPMmJQyY75GZ0bHmwM1TwNnFTCWyNBSZkxKmTFfGzIjF10blbZSZkxKmTGfMqM8mgeX2lNuTEq5MV/Tc0Nz4QloQaaIiIjI8Inu1PMHd78jaSf5fQ9Ytsv3LwGOK6mXYRb9cPSXpF2MF/0wVsXiGp170lbKDFFm1Meawbp/pWxCpAtlhrQ9MyLv/yF3v3PAcfKKvH8jNoksUqRhzo0kzGxdYKNA6cUN2F07ssAweiNBkaJjTgPWLWC8iwM1iwPbFTBWV2a2DLBloDTSs0jRlBkLUGaM0+jMMLNFie3k/0d3f2aQsUQaQJmxAGXGOI3OjD7p2qi0lTJjAcqMcZQZ5VkzWKd5cKmScmMByo1xmp4bmgtPQAsyRURERIaImS0O7BssPz5lL3mZ2VvpvgPwLOBAd/eSWhpm0Q8X1yftYrybgMiH71I/HOnck7ZSZkiHMqM+ogudhn1nQRlCygzpaG1mmNlywAsDpTf0O8YAomM2KTOl5oY5NxJ7e7Dut0m7KMeUQM3s5F0MNmb07/Nufhmse2sBY/WyF7BwoO7XqRsRGU2ZMSllxlhNz4xXErvx7/wBxxEZasqMSSkzxmp6ZuSia6PSVsqMSSkzxlJmlEfz4FJryo1JKTfGamxuaC48nciJJSIiIiL1sSfddzcc8Qg1urnGzFYAju5R9mV3v6mMfhogstvNbOCu1I2M5u6zzOwueu98Vtoubzr3pOWUGQLKjFows4WBHYPlf0vZi8gklBkC7c6M6LG3DTBGv6I3KDQiM2VoDGVupGRmawAfC5Q+CJySuJ0yzASm9qiJnCNFyzPmeoMO5u43mNn59P5b/51mdoS73zzomBPp3FD02UDpHcCZKXoQ6UKZsQBlxoSanhnbB+suiRSZ2RRgfbKnWKxH9l6mAQ48DTwJ3APcCdzo7qV+hhMZgDJjAcqMCTU9M8J0bVRaTpmxAGXGhJQZJdA8uAwJ5cYClBsTanJuaC48ES3IFBERERkuBwTrfuLuM5N2ks+RwPO6fP8m4Csl9dIEawZqbnf3uakbmcCt9O5vaTNbwd0fKqEfnXvSZsoMAWVGXWwPrBiou8vdZ6RtRWRCygyBdmfGWjn6KFt0zOh7ECnCsOZGEma2KPAjYMlA+dHu/kzilsrwDL1vXphqZou6+6wyGupYLkft2gWN+XV633S2MHCkmb3O3SNPfc7rM8DqgbpvJxpfpBtlxijKjEk1PTMiO/jPpcvNyZ1FmG8G9gB2JUf/ZnYf2WLPM4Dfuvvj0WNFSqbMGEWZMammZ0YeujYqbabMGEWZMSllRjm2R/PgUn/KjVGUG5Nqcm5oLjyRhapuQERERERizGxt4rvonpCwlVzMbDfg7V1KHHhvyR9khpaZPZ/eHw4B7k7dyyTuCdYlv7Coc0/aTJkhoMyomYOCdecm7UJkAsoMAWUG8QmcKt7/fcCcQF0T8lKGwLDmRipmtgTZEwd3CpTfAByRtqPSRBe/l72jdJ7xCvm96e7nAqcGSncBjipizNHM7ADgU4HSK4HvFT2+SDfKjLGUGT01OTNeEqi52d2fXvD/NLPFzexQYAbwS2Af8t2sB7AK8BbgJ8ADZvYjM3txztcQSUqZMZYyo6cmZ0aIro1KmykzxlJm9NT6zCiB5sGl1pQbYyk3empqbmguPBEtyBQREREZHvsDFqj7i7tfk7qZCDObBhzbo+wH7n5pGf00xBrBun8l7WLwcaPvoy8690SUGQIoM2rBzNYD3hgs/0nKXkQmocwQUGbU9v27uwP/DpSumbgVkRFDlxupmNmrgD+TLbTrZRawn7s/m7ar0kQn5V+UtIvx1stRu2aB4x5MdtNAL/9lZj/o3PQyEMscSu+/iQCeBd5V0VOupd2UGR3KjJBGZkbnd37khrGbJzj2DcCNZDc/rtpvDwtYjOzJINeb2YmdzXlE6kCZ0aHMCGlkZkTp2qiIMmOEMiOk1ZmRmubBZUgoNzqUGyFNzQ3NhSeiBZkiIiIiQ8DMFgLeFSw/PmUvOX0dWK3L9+8FPlFSL02xUrCu7jdKR99Hv3TuSWspM2QUZUY9fIPYNbjbgD8m7kVkDGWGjNL2zGjC+59axAIfkW6GODcKY2ZTzOy1ZnYacBGxJ17NAvZy97+m7a5UdwXrtkzaxWDjFfY5w90fBl4LPBwoPxC4ysx27Hc8M9sU+D3ZAp0pPcrnAPu4+039jifSD2WGMmOUtmfGi4hdF7p95H+Y2SJmdhTZEyuiTzDIy4DpwM1mtleiMURClBnKjFHanhlRujYqraXMUGaMosyoB82DS60pN5Qbo7Q9NzQXnkivCRoRERERqYdd6H5RfcRM4NTEvYSY2Q7Ae3uUHezuj5XRT4OsEKx7MGkXk4vsVgPx95Gbzj0RZYY8R5lRMTPbBXhDsPyrnZ3fRMqkzJARbc+MJr3/e1I2Iq03dLnRDzMzYClgaWAa2a67m3S+diLfpPdM4K3u/r8Ft1m1vwXrtkraxShmtjSwYY5DljCzJdz9mSLGd/drzew1wHnAsj3KXwycZ2bXA8eR3QhzvbvPm+wAM1sX2IZs8cx2wbbmAe9w918H60WKpMxQZoxoe2ZEn2x5OzzX21nAtn2M1Y9lgF+a2ZHAR7plkUhCygxlxoi2Z0akH10blbZTZigzRigzKqZ5cBkSyg3lxoi254bmwhPRgkwRERGR4XBAsO50d380aScBZjYV+CHZDruTOcPdf1VSS02yfLDuiaRdDD5u9H3konNPBFBmyHzKjAqZ2TLAj4LldwAnJ2xHZDLKDBnR9sxo0vuv1SSUNM5Q5cZEzOw9ZFlShmuA/dz9xpLGK9PVwbpXmdkUd5+TtJvM9sR25B+t0Ml7d7/azDYHfgK8MnDIS4CjOv/7cTO7BXik8zUXWK7ztTb5d7/+J9lizAtyHidSFGVGPsqM5mbGKsG6f5nZUsDZwNZ9jDOoDwErmdm7SvpvIDKaMiMfZUZzM6MrXRsVAZQZeSkzWpoZqWkeXIaIciMf5UZzc0Nz4Ynk/Q8oIiIiIiUzs5WANwbLj0/ZSw5fBNbp8v3HgYNK6qVpoh+OHk/axeDjplpco3NPWk2ZIQtQZlTru8R2WwQ4xN1np2xGZEHKDFlA2zMjctxcd3+6z9cfVNMzU4bAkOZGVR4EPgls2dAbFyC7eWFmoO75wJsT9zLiP/s4L/diYQAAIABJREFUpt8nK0/K3e8ge6rZp4E8T6WZBrwM2Bl4K7APsCuwJfkWYzrwU2ATLcaUqigzclFmzNfUzIguyHwI+BnVLMYcsS9wQoXjSwspM3JRZszX1MzoRddGpdWUGbkoM+Zra2akpnlwqT3lRi7KjfmamhuaC09ECzJFRERE6u8dwCKBujuAC9O20puZbUm2k243n3T3f5bRTwNNDdY9mbSLyUV3q4m+jzCdeyKAMkPGUmZUxMzeC+wXLD/H3X+Tsh+RSSgzZLS2Z0bkuKreOzQ4M2WoDFVuVORG4CPAGu7+1SbfaNSZlI8u9vtAyl4AzGwtssWLeSX5venuc939y8CawOHAv1OMs4B5wGnAxu6+r7s/VMKYIpNRZvSmzJhYEzMjuqj+/cBugTon+/f8OLADsDqwJDCFbHH/BsCbgK8Dt+VtFniHmX2mj+NE+qXM6E2ZMbEmZka3XnRtVESZEaHMmFirMiM1zYPLEFFu9KbcmFgTc0Nz4YloQaaIiIhI/e0frDvB3T1pJz2Y2aJkOwZ1+zvzMuD75XTUSJELBQBVfUCOjrtokYPq3BN5jjJDRlNmVMDMNgeODpY/Crw3YTsi3SgzZLS2Z0bk/Vc5CdnIzJShMzS5UYHfAS91943c/dsV7iBctjOCdTuY2X8k7QQ+RX/z3kl/b7r7o+7+ObKno+1A9tSxeQUPcyHwPmAVd3+Lu19f8OuL9EOZMTllRndNzIwlgnV79/j+XOCHwNru/mp3/5q7X+ju97j7053NAJ5w95vd/Ux3P9TdXwTsCPwpZ8+Hm9m2OY8R6ZcyY3LKjO6amBkT0rVRkecoMyanzOiuNZmRmubBZcgoNyan3OiuibmhufBEtCBTREREpMbMbCtgo0DpPOCktN2EHEb3fmcBB7bwQ2yRoh8qqvqANCdYF73hO0rnnrSeMkMmoMwomZmtDPwaWCx4yEHufk/ClkQmpMyQCbQ9MyLvv8pJqMZlpgyXIcyNsr0G+JOZnWFm7+rcLNsGPyW+Y/JJZpZk52Izew3wnj4PT/7fysxWJOvvY8C+FD8//zKyc3BXM1u+4NcWyU2Z0ZMyo7emZcbifR432h3A1u5+oLvPyHOgu/8B2Br4IPHPNAsBP07130FkhDKjJ2VGb03LjMno2qi0njKjJ2VGb23JjGQ0Dy7DRLnRk3Kjt6blhubCE9GCTBEREZF6OyBYd27VFzHMbGPgEz3KjnD3G8rop8GiHyqiH1KKVvpuNTr3RJ6jzJAFKTNKZGZLAGcCLwwecoq7/yRhSyLdKDNkQW3PjMj7r+q9Q8MyU4bS0ORGhZYC3kR288YdZnaomU2rtqW03P0JIPr37IuArxXdg5ktR/akmH4l+71pZquZ2XeAO4FjgddRzKKcBS0F7An8GLjbzL5jZqslGEckSpnRmzKju6ZlxqC/+68CXuHuV/T7Ap45muyGy6eCh60FfLjfMUWClBm9KTO6a1pmTNSLro2KZJQZvSkzumt8ZqSkeXAZQsqN3pQb3TUtNzQXnogWZIqIiIjUlJktCewdLB/kj/SBmdnCwAl0/8P9ZuBL5XTUaNG/4avaAXNesK6QzyI690QyygyZhDKjJGa2EHAK8PLgIdcB70vXkcjklBkyibZnRuS4Kp8y0JjMlOEzTLlRIy8AjgBuMrNdqm4msS8DzwZr/8vMDilqYDNbCjgLGGTxYeG/N81sETP7CvAP4ENAmU8Xm9oZ8x+dhZlLlDi2iDKjP8qMiTUpMwbZuf8WYBd3f3CA13iOu19IdrPl3OAhh3ZuFBQpnDKjL8qMiTUpMxbsRddGRVBm9EmZMbHGZkZKmgeXYaPc6ItyY2JNyg3NhScypeoGREREpDqdnbI3rbqPilzi7o9W3UQPbwGWDtT9m2wXqip9FNiiy/cdONDdox9mZHLR3WCq+ls/enNB9H30onOvJMoMZUaB9HNbHmVGeY4E9gjWPg7s6e5PJ+ynUsoMZUaBlBnlaXtmzKb3jppVzqc0KTPHUW4oN0p2C9mTBLtZFFi287UMsDb9Pd3qBcA5ZvY94MPuPpQ/o924+11mdjRZZkd8y8yeBxzm7tHFIOOY2erAb4DN+n2NjpkDHj+GmW1AtsP25kW+bh8WJVuY+Roze7u7X1NxP4VRZigzSqbMKFCLM6Pf3ucC73D3h/s8fkLufr6ZfZ3eT1uD7JzeH/hmkT2URZmhzCiZMqNALc6MBenaaEmUGcqMkikzCqTMKIXmwReg3FBulEy5UaAW54bmwhPRgkwREZF22wk4seomKvJK4PKqm+jhgGDd/1T54cfM1gMO71H2I3f/YwnttEHdb5SOjjtr0IF07pVOmVFvygyZiDKjBGb2WeCgYPksYA93vzVhS3WgzKg3ZYZMpO2ZUfdJqEZkZhfKjXobityI6uRGruwwsynAS8l2gd8ReDO9f2eM9gFgFTPbexj+jfpwONm/ybrB+k8AO5jZQe5+VZ6BOv8t3gN8lezGkkEVduOymW0NnAMsleOwOcDVwMWdr7uAh4GHOt9bAVgeWJns98W2wH8ASwZff0PgcjN7m7v/OkdfdabMqDdlhjKjl8NpX2b0+zf619z9z30e28tngdcDLwnU/qeZfcvdq3xKQr+UGfWmzFBm9HI47cuM5+jaaOmUGfWmzFBm9HI4Lc6MlDQPPinlRr0pN5QbvRxO+3JDc+GJ1O6RnSIiIiLy3AX2bYLlx6fspRszM+BHdN9R51/AoeV01ArRDxVNvVEa0LknMpoyQ7pQZiRmZh+k900RI+YCb3f389N1JNKdMkO6aHtmRI7TJJS0zrDkRmruPsfdr3H349x9b2BVst2T787xMrsDP+9MvjeKuz8FvIt8OxNvCVxpZuea2T5mtkK3YjN7sZkdBtwKfJ/eNy7MCPZRyFMIzGwr4GziizGfAL4FrOXuW7n7x9z9THf/q7vf5e5Pufuz7n6vu1/v7ue5+xfc/TVkizMPIVu8GbEo2bn3przvSyQPZUZGmdFdSzOjn7/RHwI+3+d4Pbn7LOJPglgXeFmqXqSdlBkZZUZ3Lc2Mkb50bVSkQ5mRUWZ01+bMSEnz4DKMlBsZ5UZ3Lc0NzYUn0rgfEBEREZGGiO7Uc7m735i0k+4+QLYzezcHu/ujZTTTEtFdbqYm7WJy0R36B/1wpHNPZD5lhkxGmZGQmR0AfCdY7sCB7n5awpZEIpQZMpm2Z0bk/Vf13mHIM1OG2rDkRqnc/UHgm2Z2HPA14H2ABQ7dHfg08LmE7VXC3S8zs/cBJ+Q89DWdLzez24F/AI+Q/T6bCrwAWJ/sKZFRpwKPA/8ZqH0qV7cTMLO1yJ6MuXTwkF8B73H3R/oZz92fBL5jZt8FPkX2lLNemzAvAvzCzHZy94v7GVckQJkxAWXGeC3MjH6eXHCCu6e+Mft3wG3EngbxeuDKtO1IyygzJqDMGK+FmTFC10ZF5lNmTECZMV6LMyMJzYPLEFNuTEC5MV4Lc0Nz4YloQaaIiIhIzXR2lXlnsLzKp9asAXy1R9n/6oJL4R4L1kVvAitadNy+J4h07onMp8yQHlqfGamY2T7AccQuUgMc4u55L+SKFEqZIT20PTMeI3viWDeLm9kUd5/T5xiDGNrMlOE1LLlRJXd/Ani/mZ0OnEbvHY4BDjOz37r71Wm7K5+7n2hmqwBf6uNwA9bpfA3iCuBA4KRg/f2DDNZ5cs2JxP7bzwU+4u5HDTLmiE4efd7MLgZ+DqzU45BFgR+b2cadRZ0ihVFm9KbMGKtlmZH3d+484Ng+xwpzdzez7wPfDJTvRLYBgMjAlBm9KTPGallm6NqoyCjKjN6UGWO1LTNS0Ty4DCvlRm/KjbFalhuaC0+k126ZIiIiIlK+19H7j1/Idjv5eeJeuvkBsFSX7z9BtnujFOuhYN20pF0MPm70fUxE557IfMoM6UaZkYCZ7Q6cTPy62qfd/ciELYlEKTOkm7ZnRtvfv8hEhiU3Kufu5wE7EltwMQU4obOQr3Hc/cvAB8l2xi/blcAu7v4UsGKgfjaD/978ILBdsPZDRS3GHM3dLwB2A54JlK8FfKvoHkRQZoQpM+ZrUWY8mLP+Wne/vc+x8jo9WLeZmS2ctBNpE2VGkDJjvhZlBujaqMhoyowgZcZ8LcuMwmkeXIacciNIuTFfi3JDc+GJaEGmiIiISP0cEKz7RWfXmtKZ2XRglx5ln3L3e0pop20eDtYtm7SLwceNvo8xdO6JjKPMkG5anRkpmNluwM/ILjpHfLlzAVekDpQZ0k3bM6Pt719kIrXPjTrp7A79jmD5xsBrErZTKXc/Gngt8O8Sh/0VsKO7jzzx+YWBY/7l7n3fZGFmiwOHBcuPcvdj+h2rF3e/kvj59x4zWz9VL9JayowclBnztSQz8t4odnmf4+Tm7ncSe7LCEsCGiduR9lBm5KDMmK8NmaFroyLjKDNyUGbM14bMSEHz4NIAyo0clBvztSQ3NBeeiBZkioiIiNSIma1MtltPxPEpe5lMp8deO6lfAXyvhHbaKDp5H9nxKYXouLl3q9G5JzKWMkMCWpsZKZjZzmRPDlg0eMiR7v7phC2JhCkzJKDtmdGE9z8XeDR1I9IOw5AbdeTuZwCnBssPSdlL1dz9XGAT0u80/jTwUXffc+Qmms4TvFYPHDvoTcz7Edu1+p/Axwccqyd3Px04I1BqwIcTtyMtoszojzJjvhZkRt4nZF4xwFj9iI63TtIupBWUGf1RZszX5MzQtVGRsZQZ/VFmzNfkzEhB8+Ay7JQb/VFuzNeC3NBceCJakCkiIiJSL+8ittPUze5+aepmJnEMsFyX788G3uvu80rqp22iH6yen7SLyUU/lPXzAVHnnshYygzppc2ZUSgz2wH4DbBY8JDj3F03OUudKDOkl7ZnRhPe/7112k1bht4w5EZdHUY2KdzLLp2bRBrL3e9z97cBrwJ+X/DLzwN+AWzo7t9c4HurA4sEXuPGAXs4OFj3RXefOeBYUYeR/dv08k4z6/Z3l0geyoz+KTM6Gp4Z9+as/+sAY/XjmmBd5MZAkV6UGf1TZnQ0ODN0bVRkLGVG/5QZHQ3OjEJpHlwaQrnRP+VGR8NzQ3PhiUQfKy0iIiIN5O4nASdV3IaMtX+wrqqn1rwF2KNH2dfc/boy+mmpu8g+oPXaXOUFJfQykVWCdXfkeVGde9VTZtSSMkN6aWVmFM3MtgH+F1gieMjJwPvTdVR/yoxaUmZIL23PjOhxpb9/M1saWDJQWmleDkK5UUu1zo06c/c7zOxcYrtxv4psAr7R3P1i4DVmthEwnSzz1+7z5f4N/Aw4yt1vm6TmpcHXuqHPHjCzVYCNA6WPUOLPibvfYGZnA7v1KJ0K7AD8Kn1XxVJm1JIyo0/KjPGamBnk/zs97xM1BxV9QkL0M1ltKDNqSZnRJ2XGeE3KDF0brZ4yo5aUGX1SZozXpMwomubB+6PcqCXlRp+UG+M1NDc0F56IFmSKiIiI1ISZbQusFyidQ3aBowr79vj+rcAXy2ikrdx9lpndC6zWo3SdMvqZwLqBmrnA3TlfV+eeyCjKDIlocWYUxsxeCfwfsYt/kF183l+7VEudKDMkQpnBjGBdFe8/8t6hppNQMnyGJDfq7tfEbl7YlhbcvDDC3W8APgZ8zMzWA7YCXkb2e24NYCWyv7sXB2YCTwAPkO36fB3wB+CKwN/amwZbuj7vexhl22DdH9x99gDj9ONcei/IhOzmmaFbkCn1oswohDJjAk3KDHd/wMyeBJYKHvJov2P16ZFgXfTamMiElBmFUGZMoCGZoWujIqMoMwqhzJhAQzKjMJoHl6ZQbhRCuTGBhuXGjGCd5sJz0oJMERERkfo4IFj3W3e/P2knk7Me338UONasV9lANgjWfaMzyd3Lqe7+u0EaqsDt9L5RejkzW8Hdo7sbFyXyoexud5+T83V17omMpcyI0c9tOzOjEGb2CuAcYOngIWcAb3f3uem6EumLMiNGmdHuzLg9WPeiPl9/EEM9CSVDaRhyo+4uDdZtlrSLGnP3W4BbSHMDzOaRFoBrBhhjm2BdFX8L/D5YF11UKtKNMmNwyoweGpAZkH3eiDxZeba7PzXgWHlFF2RGn5gjMhllxuCUGT0McWbo2qjIWMqMwSkzehjizCiE5sGlYZQbg1Nu9NCA3NBceCJakCkiIiJSA53Hru8VLD8+ZS8Dennnqw72DNb9lWpujhrE9WS72PeyPnBZ4l6eY2arEds57boEw+vck9ZQZiTR5J9bZUYfzGwLsifLTAsecjawd1WLR0Umo8xIQpnRzMyYQbZraa+bD9YfYIx+RcesJDOlWRqUG1W7jeypvQv3qFuxhF5axbI7lCMLDa939wcHGOqFwbq/DjBGX9z972Y2k2xX7m7WLKEdaTBlRmGUGRUpMTMgezJCaEHmgOP0Izpmr3NUZFLKjMIoMypScmZMRNdGpTWUGYVRZlSkBpnRk+bBpUmUG4VRblSkxNyYgebCk1io6gZEREREBIC3EbvB9F6yCx3Sbn8J1kV2zylSdLzKdnkTaQhlhuShzMjJzDYlu1Fg2eAh5wF7uPusdF2J9E2ZIXm0NjPc3YFrA6XrdiZ3y1TbzJRGUm4UwN1nA48FSldI3UsLbUzs3/WCAceJ/rer5Ma64LjLmpnuFZBBKDMKoMyoVFmZAXBVsG6qmS1SwHh5RK9/PZ20C2k6ZUYBlBmVKjMzRNpOmVEAZUalap0ZmgeXBlJuFEC5UalSckNz4elokkVERESkHg4I1v3Y3ecm7USGQV1vlH5ZsC7av4hMTJkheSgzcjCzlwK/B5YPHnIR8CZ3n5muK5GBKDMkj7ZnRuR4AzYbcJy8Iu//UXe/I3kn0gbKjeJEFi1Eb3ySuNcG6/4w4DjRG0/+PeA4/YqMuxCwXOpGpNGUGcVRZlSjrMyA+IJMKP93c3S8Z5J2IU2nzCiOMqMaZWaGSNspM4qjzKhGbTND8+DSUMqN4ig3qlFmbmguPAEtyBQRERGpmJltBGwZLD8hZS8yNK4nNvn9H6kbWcArg3V5bj4QkVGUGdIHZUaQmb2YbJfPFYOHXAa83t31hACpJWWG9KHtmXFlsK60929mqwKrB0r1GUsGptwo3BKBGu0sX7y9AzVPkj0JYBDRp5c9O+A4/Yp+Rlk8aRfSWMqMwikzqlFWZgBcDURv/Cz75sbogsz7k3YhjaXMKJwyoxplZoZIaykzCqfMqEYtM0Pz4NJEyo3CKTeqUWZuaC48AS3IFBEREaledKeei9z9tqSdyFBw99nAxYHS9c1stdT9AJjZ4sA2gdKb3f2fqfsRaTBlhuSizIgxs/WB84HnBQ+5Enituz+ZriuRgSkzJBdlRnhn0Z0GHCePnYN15yftQtpCuVEQM1sYmBYo1d+SBer8Tb9poPQ37j7oU76ix0dvciva1GCdnnYm/VJmFESZUY2SM4PO9aMrguXrDTpeTtHx7kzahTSZMqMgyoxqlJ0ZIi2nzCiIMqMadc0MzYNLgyk3CqLcqEYFuaG58AS0IFNERESkQma2KPCOYPnxKXuRoXNesO41SbuYb1tiu+prZ1CRPikzZADKjC7MbF2yC48rBw+5BtjF3R9P15XIYJQZMoDWZoa73wvcGCjd2syiC10GFZ2E0ucsGYhyo3BrEHuC4oOpG2mZg4J1PytgrKeCdVUtyHxBsC76PkSeo8wonDKjGmVmxohzgnVbFThmkePdkbQLaSRlRuGUGdWoIjNEWkeZUThlRjVqlxmaB5emUm4UTrlRjVJzQ3PhaWhBpoiIiEi13kjsxpzHgNMS9yLDJfoh4y1Ju5hv72Dd75N2IdJsygzplzJjEma2FtkkVPSG5euAnd39kXRdiRRCmSH9antmRN7/4sAbChpvUma2RHCcB8lukhAZhHKjWFsG67Qrd0HMbBngXYHSu4kviOkm+lTmNQsYKxczm0bsiQcPuvuzqfuRRlJmFEuZUbIKMmNE9LWi58TAOpmxQaB0FnB94nakmZQZxVJmlKzCzBBpI2VGsZQZJatjZmgeXBpOuVEs5UbJKswNzYUXbErVDYiIiIi03P7Bup8W9Nj5gbj7m6vuwcwuBLYLlK7l7jPSdlMdd7/WzG4D1u1RupOZreTu/07VS2fXqT0CpY/R543SOvdEAGVGbvq5zbQtM3L08kLgAmD14CE3ATu5+0PpuhIpjDIjJ2VGRpnB6cCHA3X7AD8vaMzJvB5YOlD3K3f3xL1I8w1VbgyBXYJ1tyTtol0+Sex35pHuPqeA8aJPCdsJOLOA8fLYCrBA3YzEfUhzKTOKpcwoX9mZMeIq4E6yp050s5WZLenuZTzFeEdimXGtu89K3Yw0kjKjWMqM8pWSGbo2KgIoM4qmzChfVZ8zJqR5cGkB5UaxlBvlqyo3NBdeMD0hU0RERKQiZrYa8Q8zx6fsRYbWTwI1U4D3Ju5jH2C5QN3p7j4zcS8ijaTMkAIoM0Yxs1XJdgTtdRPciFuBHd39gVQ9iRRFmSEFaHNmXEpskc1unRsaUvpAsO6UpF1I4yk3imVmSwF7BssvSdlLW5jZGsCHAqWPAz8saNgbgnU7FzReHm8M1t2YtAtpJGVGsZQZ5asoMwDo3Dh2cqB0KWC/Isfu4v3BuvOTdiGNpMwoljKjfFVmhkjbKDOKpcwoX90yQ/Pg0nTKjWIpN8pXcW5oLrxgWpApIiIiUp3pxP4e+5u7X5W4FxlO0Q8bB5vZYikaMDMDPhIsj9zYLSITm44yQwajzJjfx8pkk1DrBA+5HXi1u9+XqieRgk1HmSGDaW1mdG6Sji5Ijewe2hcz2xzYPlB6J5r8lMFNR7lRpEPIFlL0Mg/4Y+JeGq+TFycCiwfKv+3ujxc09J+CdRuY2ZYFjdmTmU0F9g6WX5ayF2ms6SgziqTMKFGFmTHaSUBkR//oQsm+mdmLyJ7kHHFGyl6ksaajzCiSMqNENckMkTaZjjKjSMqMEtUtMzQPLi0xHeVGkZQbJao6NzQXXjwtyBQRERGpQOcP63cHy7VTj0zI3W8Dzg2UrkxsV51+7AtsHKi7EbggUQ8ijabMkCIoMzJmthLZJNR6wUPuJJuEuidFPyJFU2ZIEZQZHAfMDtS9v7ODaQpfDdZ9rzNxJtIX5UaxzGxd4OPB8j+4+yMp+2mJTwI7BOruAb5W4Li3ANEb1b5Y4Li9/CewYrD2opSNSPMoM4qlzKhEVZnxHHe/HTg7ULqJmb0hRQ+jHAZYoG4G8Oe0rUjTKDOKpcyoROWZIdIWyoxiKTMqUZvM0Dy4tIFyo1jKjUrUITc0F14gLcgUERERqcYOwNqBumep+SPXpXLRD16HmdmqRQ5sZksT/3D09bp/OBKpMWWGFKXVmWFmywPnARsGD7mHbBLqzqJ7EUlImSFFaW1muPvdwM8CpYsD3ypybAAz2x3YOVD6OHBs0eNL6yg3CtL53fULYMngISel66YdzGwf4osdP+7uTxc1did7Tg+W72Rmry1q7MmY2erAZ4PlN7r731P2I42kzCiIMqN8VWbGBL4UrPuBmS2XogEzez3wzmD5MZrbkT4oMwqizChfzTJDpA2UGQVRZpSvTpmheXBpEeVGQZQb5atLbmguvFhakCkiIiJSjQOCdWe4+8NJO5GBmNn2ZuaRrxTju/sfgCsDpUsDPzGzhQsc/jhgtUDdPcBPChxXpG2UGQ2hzKguM8xsWeD3xJ62BtnTbl7deXKByDBRZjSEMqPyzxlfAyL/tnuYWfTnrqfO4tbjguXfd/fHixpbWmvoc8PMTjCzyO+MlD0sC/wW2Cx4yN3AaQX3UGlulM3MpgMnE3uy19nufmqCNvLc0HOqmW2QoAcAzGwJsptnpgUP0XU66Ycyo5gelBklq0lmPMfdLyN7ak0vqwDHFD2+ma1I/DPH4+iJItIfZUYxPSgzSla3zBBpCWVGMT0oM0pWp8zQPLi0jHKjmB6UGyWrU250aC68IFqQKSIiIlKyzgeaPYLlmuiUiI8E67YDji5iQDP7NPC2YPnH3X12EeOKtI0yQxJoXWZ0dvY7B9g8eMgDZJNQtxbZh0hqygxJoHWZMcLdrwdOCJYfbWbbDTqmmS0D/AZYMVD+b+JPERWZUINy493ALWZ2lJmtVfbgZrYFcDnwqhyHfc7dn03UUiXMbDMze6OZJZ17NrNFzewI4ERgSuCQ+4HpKXpx9yuAy4LlywJnmdkaRffR+bzza2Cr4CFPMQS7Sku9KDOKoczItDEzJvDfwNxA3T5m9oWiBu1kxv+RLfaM+LK7P1LU+NIOyoxiKDMyygyRZlNmFEOZkWlrZmgeXNpEuVEM5UamrbkxQnPhxdGCTBEREZHy7Uv2OPde7gTOT9yLNIC7X0J8Z/v3m9n3zGyRfsayzGeBLwYPuVi7g4oMRJkhhWpbZpjZVOAsYMvgIQ+STUL9vcg+REqizJBCtS0zJvAJIHLz8RLAb81s134HMrOVgXOBLYKHfNLdH+13PJGOJuXGEsDBwK1mdoaZ7WFmi6Yc0Myeb2ZHk924sH6OQy8HTkrSVLXWIZtIv93MPm5mKxU9gJntCFwFHBo8ZB4w3d0fKLqXUT6fo3Zt4Boze0NRg5vZJsDVwC45DjumrrvDS60pMwagzBinrZnxHHf/K3BksPwwM/t+v5+1RnQ2BbgEeHnwkH8Q71FkNGXGAJQZ47Q+M0QaTpkxAGXGOK3LDM2DSwspNwag3BindbkxAc2FF0ALMkVERETKF32E+4nuPi9pJ9IkHyXbGSbi/cBFZrZRngHMbE3gt8DhwUOe6YwlIv1TZkgKrcgMM1scOBPYNnjIw/z/9u4/Zru6rgP4+5smmEgJ+QNJfZ6CQELBWqZZ+mRqOJc5MqwoWGMtbKjr52atOfyjWGtz2RxbS1mgjkVasVkYqA+kxKTEaaQM2fhRPWASEGL8ep5Pf5zrmewR7nNd932dc/16vbbz3znn+7mv+1z3+75qGP9/AAANpUlEQVSu7/l8T/KaqrpxnnXAiGQGQ9iIzHg8VfW1dD//NI5I9+SzC1prT5tlnNbaG5PckOlvmtib6Vcsha2sY248KcnPJPlIkrtaa5e21s5qrT1vHidvrR3WWnt9a+1D6W7qOC/TrWh80ANJfrmqpnki1qp6QbpVi/e11q5urf1Wa+37t3uy1trhrbWfb63tTXJVkhfNcPhvVNUV2x17GlX18XTX27SekeTy1trFrbWTtztua+25k1W1r0ty/AyH3pFkbk9aY6PIjBnJjKlsVGY8jncl+cqU+56b5F9aa6+YdZDW2re31t6a5AtJXjzlYfvTXX8PzjoeRGbMTGZMZdMzA9aVzJiRzJjKRmSGeXA2lNyYkdyYykbkxuMxFz4fraoWXQMAwMZorZ2a7p/LPgeS7K6q2wcuaeVMPqy8aopdd1fVrcNWk7TW9iT51DT7VlUbuJbXJfmHTL/wyv4klya5KMnVVfXo45zz25K8LMnZk+2wGUo6p6pW5sNRn2W79lh/MmPnlu19KzO2NPfMmOX1XjZD//5ZPzJj52TGlrWsfWZspbX2wSRnznDInUkuTPKhqrrlCc55ZLoJ1l9LMstN1V9NcmpV7ZvhGPgW65QbrbVpJzr/K8lnk3w5yU3pbj64K13T+TeSPJTu531KulW2n5nk2elWST4xyUvTTRbPNNH8GPuTnF5Vl2/z+C0tOjdaa29OctkWu9yR5POP2W5Lcu9kuy/dTSBPS/KsJMclOSnJK9PdVPb0bZT0J1X1O9s4bmaTlZ0/l+SYbRx+RZK/TXJNVX2pZ5znp3s9TktyRrprdRYHkpxWVVduo042mMyQGQOMv7GZcajW2ovSNdd/xwyH7U33WeuKrZ6Y0Fo7Kcnp6W5Y3TVjab9fVX844zEgM2SGzFhhy/bdKOtPZsiMAcbfqMwwD86mkRtyY4DxNyo3tmIufGdm6XAGAGDnpl2p56pl/mDIcqqqf2ytvTvTP1nmSek+TJ2Z5MHW2heS7Etyf7pVbZ6V5JRs74P5B9apGRMWRGYwGJkBa0dmMBiZkXPT1Tvtk8yek+T8JOe31u5K8m/pVp9+JMl3Jdmd5IRM3+B60CNJfnGVJqBYapuYG89N8qYFjX0gyblD3biwIp432X56hLHem+R3RxgnSVJVd7bWfi7JJzN7k+Rpky2ttbuT3J4uM/4n3Q0vR022Y5Icu8NS36kZk22SGeOSGWucGYeqqi+21s5J8uEk095cuGeypbV2a5Kb0+XGw+kaO49Jd+PlUdss6wOaMdkBmTEumbFBmQFrSGaMS2bIDFh1cmNccmOzcsNc+A5oyAQAGElr7bBMv5LI+4eshfVVVee31o5O8rYZDz083cpI8/DRdKvbANskMxiDzID1IDMYwyZnRlV9vbX22iTXJDl+xsOfPdl2an+6CahPzOFcbDi5MbqHkvxSVf31ogvZEL9XVX809qBV9ZnW2ulJPpLZnvr8WEdPtiFcUFV/PNC5WWMyY3QyY1wLyYxDVdWlrbUjkvx5pm/KPGhXZn/65VYuje/p2CaZMTqZMa6lyAxYFzJjdDJjXDID5kxujE5ujGvhuWEufGdm7ToFAGD7Tk/yjCn2uzvJ3w1cC+vtHUnet6Cx/ybJL1TVowsaH9aFzGAsMgNWn8xgLBubGVV1Z5KfTHLTAoZ/OMlZJj6ZI7kxnpuT/Lj37yjuTfKWRd64UFUfS/KGdCtBL4sD6Z6M+c5FF8LKkhnjkRnjWXhmHKqq/iLd0z4eWWAZ70typu/p2AGZMR6ZMZ6lywxYEzJjPDJjPDIDhiM3xiM3xrNUuWEufPs0ZAIAjOecKff7YFU9NGglrLXqnJfk1zPeBH4leXeSn62qh0caE9aZzGAUMgPWgsxgFJueGVV1R5IfSfKxEYe9M8lPVNWHRxyT9Sc3hvdokj9L8pKqun7RxWyAa5KcUlV/tehCJqs3/1CS6xZdS5J9SX6qqi5YdCGsNJkxPJkxrqXJjENV1UVJ9iT5z5GHfiDJ2VV1XlUdGHls1ovMGJ7MGNfSZgasAZkxPJkxLpkBw5Ibw5Mb41rK3DAXvj0aMgEARtBa25Xk1VPu/v7hKmGTVNWFSX4syQ0DD3VLktdX1buqqgYeC9aezGARZAasJpnBImxyZlTVfUnemOQ3k9w/8HCXJfnBqrp24HHYIGuaG5cl+d9FFzFxIN0TfU+uqrdX1QOLLmjN3ZbkrCR7qur2RRdzUFXdmuQV6RYwuHsBJTyS5L1JTqyqqxYwPmtCZgxOZoxrKTPjUJP//V+S5OJ0i9MM7e+TnFpVF48wFmtMZgxOZoxrJTIDVpXMGJzMGJfMgIHJjcHJjXEtfW6YC5+dhkwAgHH8SpI2xX7XV9UXhy6GzVFVn03yw0nOS/Ifcz793Un+IN2H8o/P+dywyWQGCyEzYCXJDBZikzOjqg5U1XuSnJDkoiTzfnLn9UleV1VnVNW+OZ8b1i43quqMJN+d5DVJ/jRdM/fY7kryniTHV9XpVXXTAmpYtE8meXuST2T4pyh/KcnbkpxQVZcsS9P+Y02y4sIku5L8dpIxbq64P90q5sdV1Tuqallu6mF1yYxhyAyZsaWq+u+qOjvJy5IM1Vh/TbrFb95QVV8ZaAw2i8wYhsyQGbCOZMYwZIbMgHUlN4YhN+TGEzIXPpu25L9PAIC10Fr71STHTrHr3qraO3A5K621tjfJq6bYdfdkRfpBtdb2JPnUNPtW1TRfEAymtfbkJG9Ock6SVyZ5yjZOsz/JdUn+MsklVfXg/Cpcbst27bG+ZMb8LNv7VmaMmxmzvN7LZtG/f1aHzJgfmbF965AZO9Fae06StyY5I8mJ2zzNPemeTnNhVX1mXrXBoTYlNyarZr88XSPDy5Ocku39bXoijyb5fJKrk1ye5NNVdWCO55/ZMuVGa+07k5yWZE+SH01ycna+SPCtSa5McnFVfXqH5xpda62ly8i3JHltkuPmdOqvpbtx5KNJLq+q/5vTeUFmzI/M2LoWmdGjtXZius8bb0ry/B2c6rZ0eXFJVd0wj9rgIJkxNzJj61pkxoCW7btR1pfMmBuZsXUta58Z5sHZFHJjbuTG1rWsfW7shLnwrWnIBACADdRaOyLJq9M91eakdCvaHJXk6UmemuTBdCvr35vk5iT/nuRzSa6sqnsWUTMAiyEzAJjWpmdGa213uhVtX5zu59+V5MgkRyR5cpK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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for i in range(len(parts)-1):\n", + "\tplt.plot(points.T[0][parts[i]:parts[i+1]], points.T[1][parts[i]:parts[i+1]], '-', c=colors[0])\n", + "\n", + "plt.plot(tweets['X'], tweets['Y'], '+', c=colors[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Population matrix" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Another common format for data is what is known as \"raster\" file. These are essentially matricies of numbers along with some metadata. Let's take a look at the US population in 2015 according to Columbia's Gridded Population of the World project https://sedac.ciesin.columbia.edu/data/collection/gpw-v4" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "data = np.loadtxt('data/US_pop.mat')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see this is just a matrix of numbers. nan's are used to denote missing data" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(119, 246)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, 1.43647803e+03,\n", + " 9.37134521e+02, 7.71265198e+02, 7.78246277e+02, 7.79848511e+02,\n", + " 3.08748901e+03, 2.14585605e+04, 4.40342695e+04, 3.14356094e+04,\n", + " 4.37279590e+03, 1.89785803e+03, 6.52430420e+03, 1.37475195e+03,\n", + " 1.79528894e+03, 1.61386096e+03, 1.17168201e+03, 1.01398602e+03,\n", + " 9.70716187e+02, 2.07381699e+02, 1.24349003e+01, 6.72574186e+00,\n", + " 2.57071710e+00, 1.25912104e+01, 1.28034401e+01, 1.30428400e+01,\n", + " 2.85179405e+01, 2.97565594e+01, 2.97565594e+01, 5.72180710e+01,\n", + " 1.06223701e+02, 1.02709297e+02, 9.62921829e+01, 1.12264000e+02,\n", + " 1.12264000e+02, 1.12264000e+02, 1.12264000e+02, 1.12264000e+02,\n", + " 1.12264000e+02, 1.18276497e+02, 1.45015793e+02, 1.45103897e+02,\n", + " 1.45133194e+02, 1.45294296e+02, 1.45463104e+02, 1.90916702e+02,\n", + " 8.43897827e+02, 1.00977802e+03, 4.41513281e+03, 9.14543848e+03,\n", + " 1.36074402e+03, 7.45136902e+02, 7.74097778e+02, 8.62767822e+02,\n", + " 6.34001770e+02, 8.30754395e+02, 6.08490479e+02, 4.39792908e+02,\n", + " 4.39792908e+02, 4.58605988e+02, 5.33689697e+02, 5.02747498e+02,\n", + " 4.46591797e+02, 4.46591797e+02, 1.71649304e+03, 1.97702698e+03,\n", + " 1.53793005e+03, 2.03451599e+03, 2.28779395e+03, 3.42564111e+03,\n", + " 3.68908691e+03, 2.20517212e+03, 3.74199292e+03, 8.75841309e+03,\n", + " 2.31631094e+04, 5.32303875e+05, 3.36393406e+05, 1.48230801e+04,\n", + " 1.67564905e+03, 1.67564905e+03, 1.67564905e+03, 4.45202606e+02,\n", + " 3.24925812e+02, 3.92689514e+02, 5.26683228e+02, 1.49523096e+03,\n", + " 1.06330103e+03, 8.02606323e+02, 1.04281702e+03, 5.14698730e+02,\n", + " 4.00243286e+02, 1.23436902e+03, 8.11088074e+02, 2.18144897e+03,\n", + " 8.34603821e+02, 3.99275513e+02, 3.40473608e+03, 2.53984497e+03,\n", + " 2.37418604e+03, 7.56941528e+02, 2.28926709e+03, 7.73918701e+02,\n", + " 8.17047974e+02, 8.12535217e+02, 1.17921594e+03, 3.72146704e+03,\n", + " 1.53131604e+03, 2.11750903e+03, 2.10981396e+03, 5.81633105e+03,\n", + " 1.89237402e+03, 3.76218311e+03, 5.64092383e+03, 6.04485107e+03,\n", + " 3.85149902e+03, 3.78636499e+03, 6.90888203e+04, 6.53258105e+03,\n", + " 7.02218701e+03, 5.04773291e+03, 4.28066504e+03, 1.19802900e+04,\n", + " 2.85745801e+03, 7.19463916e+03, 2.34612402e+03, 2.26935498e+03,\n", + " 6.63168896e+03, 2.37854492e+03, 2.97682690e+03, 7.64948584e+03,\n", + " 5.67887383e+04, 5.56039893e+03, 6.21884717e+03, 4.89207617e+03,\n", + " 6.74167480e+03, 6.61877490e+03, 1.24857305e+04, 1.32708203e+05,\n", + " 9.47724023e+03, 1.60190303e+04, 9.59116406e+04, 8.09331494e+03,\n", + " 1.54635000e+04, 7.84067188e+03, 3.60681104e+03, 8.56512305e+03,\n", + " 8.26622070e+03, 8.34342090e+03, 1.07707900e+04, 1.57107002e+04,\n", + " 1.78437000e+05, 6.01533500e+05, 1.36097297e+05, 2.29786699e+04,\n", + " 3.51382109e+04, 1.83490098e+04, 6.06727500e+04, 2.19695703e+04,\n", + " 1.04972203e+05, 2.90639500e+05, 1.23005297e+05, 1.96771406e+04,\n", + " 2.58040996e+04, 2.63381500e+05, 3.37593094e+05, 5.64150703e+04,\n", + " 2.33018809e+04, 5.06229805e+04, 2.29139609e+04, 1.80482207e+04,\n", + " 9.15157715e+03, 1.22887402e+04, 1.84361699e+04, 2.68675898e+04,\n", + " 7.19695703e+03, 2.63294492e+04, 4.57737188e+04, 5.15447109e+04,\n", + " 9.12258203e+03, 1.87601191e+04, 9.36813379e+03, 8.21717773e+03,\n", + " 7.92575293e+03, 8.11546777e+03, 2.22693008e+04, 7.68177891e+04,\n", + " 2.57412500e+04, 5.63757891e+04, 1.09402000e+05, 1.57074406e+05,\n", + " 4.42360000e+04, 4.71499297e+04, 8.63114531e+04, 2.57440094e+05,\n", + " 5.91653312e+05, 1.22858300e+06, 3.17658594e+05, 5.41773203e+04,\n", + " 6.45773906e+04, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan, nan, nan,\n", + " nan, nan])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[50,:]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can get a quick and dirty plot using imshow" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.4878464937210083" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[data>0].min()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1)\n", + "ax.imshow(np.log(data+1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In addition to this data, we also need the coordinates of the lower left hand corner and the cell size" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "xllcorner = -126.5\n", + "yllcorner = 22.75\n", + "cellsize = 0.25" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Using this metadata we can now convert between raw lat/lon and matrix coordinates" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "def map_points(xllcorner, yllcorner, cellsize, nrows, x, y):\n", + " x = int((x-xllcorner)/cellsize)\n", + " y = (nrows-1)-int((y-yllcorner)/cellsize)\n", + "\n", + " return x, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which is useful when we want to add point or lines to the plot" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1)\n", + "ax.imshow(np.log(data+1))\n", + "\n", + "x1, y1 = map_points(xllcorner, yllcorner, cellsize, data.shape[0], -86.523435, 39.163355, )\n", + "x2, y2 = map_points(xllcorner, yllcorner, cellsize, data.shape[0], -84.404820, 33.761926, )\n", + "\n", + "ax.plot([x1, x2], [y1, y2], '-', c=colors[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add all the state boundaries https://www.usgs.gov/products/data-and-tools/gis-data in the same slightly massaged format as the Manhattan data above" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1)\n", + "ax.imshow(np.log(data+1))\n", + "\n", + "shapes = json.loads(open(\"data/48states.json\", \"rt\").readline())\n", + "\n", + "pos = None\n", + "count = 0\n", + "\n", + "for shape in shapes:\n", + " points = np.array(shape[\"points\"])\n", + " parts = shape[\"parts\"]\n", + "\n", + " for i in range(len(parts)-1):\n", + " positions = []\n", + "\n", + " for j in range(parts[i+1]-parts[i]):\n", + " x_orig = points.T[0][parts[i]+j]\n", + " y_orig = points.T[1][parts[i]+j]\n", + " x, y = map_points(xllcorner, yllcorner, cellsize, data.shape[0], x_orig, y_orig)\n", + " positions.append([x, y])\n", + " \n", + " positions = np.array(positions)\n", + "\n", + " ax.plot(positions.T[0], positions.T[1], '-', c=colors[0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Data aggregation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The main advantage of being able to easily disply matricies of data is that you can aggregate geographical data into a matrix to plotting." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the constants needed to convert between matrix coordinates to lat/lon" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "xllcorner = -74.0477296269704\n", + "yllcorner = 40.68291694544512\n", + "xurcorner = -73.9066509953948\n", + "yurcorner = 40.87903804730722\n", + "cellsize = 0.001" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Build a matrix that counts how many tweets occurred in each cell of Manhattan" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "ncols = int((xurcorner-xllcorner)/cellsize)\n", + "nrows = int((yurcorner-yllcorner)/cellsize)\n", + "\n", + "data = np.zeros((nrows, ncols), dtype='int')\n", + "\n", + "for tweet_id in range(tweets.shape[0]):\n", + " try:\n", + " coordinates = tweets.iloc[tweet_id]\n", + " \n", + " coord_x, coord_y = map_points(xllcorner, yllcorner, cellsize, nrows, coordinates[0], coordinates[1])\n", + " data[coord_y, coord_x] += 1\n", + " except:\n", + " pass" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the resulting matrix. It should be noted that in practice there is no difference between this matrix and the population matrix we used above" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(np.log10(data+1))\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Naturally we can also add the boundary information. Reload the data" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "manhattan = json.loads(open(\"data/Manhattan.json\", \"rt\").readline())\n", + "\n", + "points = np.array(manhattan[\"points\"])\n", + "parts = manhattan[\"parts\"]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate the joint plot. Here we use the **extent** parameter to redifine the x,y axis coordinates to be lat and lon. " + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-74.0477296269704, -73.9066509953948, 40.68291694544512, 40.87903804730722)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(np.log10(data+1), extent=(xllcorner, xurcorner, yllcorner, yurcorner))\n", + "\n", + "for i in range(len(parts)-1):\n", + "\tplt.plot(points.T[0][parts[i]:parts[i+1]], points.T[1][parts[i]:parts[i+1]], '-', c=colors[1])\n", + "\n", + "plt.colorbar()\n", + "plt.axis('off')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Basemap" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Basemap** is a **matplotlib** add on package that is built specifically to easily handle the mapping of geographical information. Plotting a minimalistic map of the world takes just a couple of lines." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + " map = Basemap()\n", + " map.drawcoastlines()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also use different projections and select only part of the map" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "m = Basemap(llcrnrlon=-10.5,llcrnrlat=35,urcrnrlon=4.,urcrnrlat=44.,\n", + " resolution='i', projection='tmerc', lat_0 = 39.5, lon_0 = -3.25)\n", + "\n", + "m.drawmapboundary(fill_color=colors[0])\n", + "m.fillcontinents(color=colors[4],lake_color=colors[0])\n", + "m.drawcoastlines()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And draw great circles connecting points on the map. This and other examples can be found in the official Basemap documentation https://matplotlib.org/basemap/users/examples.html" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig=plt.figure()\n", + "ax=fig.add_axes([0.1,0.1,0.8,0.8])\n", + "# setup mercator map projection.\n", + "m = Basemap(llcrnrlon=-100.,llcrnrlat=20.,urcrnrlon=20.,urcrnrlat=60.,\\\n", + " rsphere=(6378137.00,6356752.3142),\\\n", + " resolution='l',projection='merc',\\\n", + " lat_0=40.,lon_0=-20.,lat_ts=20.)\n", + "# nylat, nylon are lat/lon of New York\n", + "nylat = 40.78; nylon = -73.98\n", + "# lonlat, lonlon are lat/lon of London.\n", + "lonlat = 51.53; lonlon = 0.08\n", + "# draw great circle route between NY and London\n", + "m.drawgreatcircle(nylon,nylat,lonlon,lonlat,linewidth=2, color=colors[1])\n", + "m.drawmapboundary(fill_color=colors[0])\n", + "m.fillcontinents(color=colors[4],lake_color=colors[0])\n", + "ax.set_title('Great Circle from New York to London');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Easily add paralles and meridians" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Great Circle from New York to London')" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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opWYcl/A97ptyL85Je2/QvqsalmN71zTvEYNDiwd2340P6v6ARnMyTkn+HM/MvAErCp7GBN2+wLyFMU4uceCM1I8BeGB09C3IbLYkoNKYHdA8y1I+w9TI4oDOeTj2G4YuyASAKmM27t11LzptUQAOLAZc4If/X3O1+5GrrfD5uDQwu/tAQaZCbB1wV9JOWxR6neGBjkVEREfA9/t7ExERhYAzUlehwxqD71qXCB2FfMTQWIqOvWu9bUV4HJLnnCVcICKiQeSGl0Ms4k7NRP4Qp2yDyyPFqobluCLn5UH7parrUdIzMYDJxie11IjbCx9BkqoZ+w25eKv6Amxon4ezUj9EkqoZaep63DP5AWxsn4O3qi/ASxVX4Jq8F4SOPajRFGQ63RJ8WHcW7p78AHodWjxeeqsPk40fjVtWwdbd7G3HTFiE8NRCARMREREREZGv2I16NGx4p8+xzCVXQSTmGtNERERERGNBZ9kG9NQeKo7SJOUjbtKxAiaiUCIVObC/Nx+bO2ZhdswWAIDJpQYAiOHCjOht+KXzKAAizI7ehGvznvPudtloTsKjJbdBK+3FdXnPYm7MRkjFLqHeyphT2ZuFTR1zsLljNtps8QCAYn0RXii/CgnKFsQrW1HSU4hA7/QnFTkDOt9gPB5A9Lu37vaIht0h86AmSzL+vus+3DnpISSGtWCibi+2dc30acalSdwdM5BsbgWAwXfHrDenBjIOERGNAgsyiYho3Lo051V02GJQ3D1V6CjkA/ryLSh+bYW3HZk9kwWZRBSUCsK5uiKRv6ilZqgkJqxtPQZnpHw84GqCAJCiamBBpp9JRQ78dcITSFIdKJ7LCy/H/UV/x5aOo7CpYw7OTPvY23du7CZMi9qBVfXL8Un9aTg99VOhYg8pP7zsiF9bZsjHdfkrESnvhs0lh1xsg/3XGy00chVfPI2usg3e9tTLV7Igk4iIiIhojLD1tPa5xg8AmUuuFCgNERERERH5WtPWT1Gx+klvO23hn1mQSSN2fubbUEqsWNN0MmZGb4VE5Ea3PQIAcGzC97g85xWU9EzAKxWXYWvXTDSYU5CtrUKZIQ+bOubghvxnkKOtFPhdjB0VvdneIsx2W1y/892OSKxtXSxAskN26qfinPT3Bc0AAM2WRO89898eMzk1g7yivw5bLO7ddS/+Z+L/YqJur0/zxSjaMevXImcKjIM7ZCarGgc832BOCWQcIiIaBS4nSURE45ZE5MZ5Ge8M35GIiMgHRHAjP3wfZkRtEzoK0Zh2cJfMTxpOh8GhRY89vF+fFFWDAMnGEw+uzP03CnWl/c7MivkFy1NX9TuulNhwXsa7mBOzCV22yECEPGyj2d14YkQJIuXdAA7cYImWD1wsTERERERERERERERERER9ZWsqsTh+LW4rfBQm54GdMXvsOqgkJpyT/h4AoFBXikem3Y5z0t7DixVX4cumE/FW9QU4N/1dFmP6UK9Dg7uLH8DqxmUDFmMGi2pjJrrtOqFjwOmRYpd+cp9jZYb8wx6nxxGB+3b/HRZXGLRSg6/i4cTEryARuX02Hg3N6ZbA5Tmwn5pcbB+wDwsyiYhCB3fIJCKicS1TU4M0dS3qTOlCRyEiojFqQngJjo5dj5nRWxEh7xE6DtGYF6tsR40pEz+0LoZW1ouz0j7s1ydG0dHvWEF4KXSyHkjFTkhFv/4SOyERubxfS0W/tsX9z5f35uKr5hMBiALwLoPbjKhtWBj306DnhypsjA9r80ekoODyiPF18wn4oO7sw1rxlIiIiIiIiIiIiIiIiGi8koicyFDXAABUUov3eLcjAmemfoRwWa/3mFTswumpn+Lo2PV4o/oilPfm4ul9N+KWwsdZdOYjWpkRSWFNaLQEd9GYB2Ls1E/FMfHrBM2RomrAW9UXYFLEHu998v29eUc0ltmlxv/u/R9opEafZFOIrTg24XufjEUjc3B3TAD4oXUxZkZvxfSoHX36NJiC+3uLiIgOYUEmERGNe8fErcWb1RcJHYNGSRERj5gJC71tTdKRXbggIvItD26a8GSfGwBE5B9OtwRSsQuxivYDbY8M3zQfj3PS3+/X96umE71fK8RWXJz1OhYnrB3V/PPj1iMprAmvV10MD8SjGivUbeuaiaf3/QWXZb8CjcwkdJygsFNfhDerLkSTJbnPcY20FwvifsKapqUCJQstEelFEIsPXc5URiQImIaIiIiIiHxJolD1ucZPRERERERjizou83fP9Rz+DnE0PqWoGiCXOPodV0qsOCnpywFfE6PsxF8n/BPbu6bh9cqL8VLFFbg690V/Rx2T9PYI7DfkISGsBQnKFigkdhTo9gV9QSYA7OiaJnhBpljkQZjEgg3t8zA/bj0AYL/hyJ9rtLsV6LIrfJJtcfwPUEvNPhmLBtZujUGssgOr6k9HizUBKaoG7zkPxHi27Ho8NPVOJIa1eI83hMD3FhERHcCCTCIiGvfmx/2Mt2vOh8vDH4uhLGHqSUiYepLQMYiI+khQtrAYkyhA3qk9D6cmr0ac8tAOi7oBdqXd2jkDxd1TAQCpqjrcWPA0UlSNPslwYtLXiFZ04pmyG2BzK30yZihKV9dgY8c87DMU4KqcFzE1qljoSIIq6ZmAZksizkt/B1GKLkQrOnHL9sdhcmpwbvq7WBS3Dr90HoUOW6zQUYNe0SVPCR2BiIiIiIj8RBWThgX3fCN0DCIiIiIi8pOs469C1vFXCR2DQlCWpqrfMadbguUpqyAVu4Z87fSoHZik24NVDcvxcf1ynJG6yl8xx6xIeTd2d0/Gk/tuBuBBpFwPiWjoP/dgsat7ClweseC7o06M2It3a8/F7JjNsLqU/RbxFYII7kELmn3B5RFjVf1ynJX2kd/mCAUVvTn4pvl4zIzeindq/9jvvNmlxhOlf8WDRXdBKbGh3RoDqytMgKRERHQkxveWDURERADCZb2YFrlD6BhERDQG5YaXCx2BaNywOMPw0J47ESaxeI/pZH0LMu1uGf6v+s8APFiS8A0eKrrTZ8WYB82M3oa7Jz8Anazbp+MGgxlRW1EQXjpknyUJ3+CRaXfgnLR3obdH4uGSO/BSxeWwunyzSmcoKtSV4uSkLzEr5hfkaCshF9thcqqRoa7GcQnfQS5x4PyMt4WOSURERERERERERERERBR0sjWV/Y6JRW7MjN42otfLJQ6ck/4+5sRsQqslztfxxoVLs1/FjKitAETQ26NCZqFZi0uFMoPwu/FO1O1Fuy0OXzefgPLeXKHjAACmR21HQlir38Z/p+Y8fFR/JizO8buQNQAU6krwaeNp+L71WCSFDfxsSoM5FS+UXw0AqDenBjIeERGNEgsyiYiIACyKXyd0BCIiGoNytSzIJPI3t0eEyt4sdNmjUG9Ow9s153vP/b4gc3XDqeh1aLGi4ClcnvMK5BKHXzLlaCtxf9E9SAxr8sv4Qlkc/wPumPjwoEWZSxK+weU5rwAAzkz7GBdlvQERPPiuZQlW7r8O+w3BcXNJaG3WOIjgwaXZr0Is8gAA5sZuGrbYlYiIiIiIiIiIiIiIiGi8ydL23yHz4D22w5EY1oL4sDZfRBp3xCIPbsx/Grna/UJHOWzbu6YLHQFJYU2IkOnxcf0Z2KmfKnQcAMDSpC/8NvbWzhn4rPE0uDxS1JrS/TZPKNDJDUhRNWBt62K0WQcvCN/UMRefNixDgzklgOmIiGi0pEIHICIiCgbTIncgXNYDg0PX75xE5ESCsgWNFv5jJ5i57BY4Lb3etkgihVwTJWAiIiIWZBL5g8sjRrUxEyU9hSjpKUSZIR8Wl8p7/ref52pN6Xix/Eq4PWK4PWLo7ZF4ZNrtiFV2+D1nvLIN90+5B4+X3oIyQ4Hf5/M3lcSEqZE7IRW7cMfEh/FoyW0o6ZnYt4/U3Kd9ctKXUEnM+HfFlbgy59+wu+XodWiglRkDGT3otFnjsCDuJ+T9bhflC7PexJ07H4KH66cNym7Uw+M6VEgtDdNCIg8TMBEREREREfmK2+WEw9jV55g8PBYikUigRERERERE5EtOqxEu26F7SWKZEjJVuICJKBTIRHakqeqEjkE4sNPo+Rlv44E9d8PlCZ3yg536qbgg821B5na6JdipnwoPRIhWdKLSmINvmo8XJMtvZairUagr8cvYLZZ4PLf/WgCACG6kq2v9Mk8omaTbgwZzKpwe2ZD93qk5D0mqsbXoNxHRWBc6n4iIiIj8SCp2YX7sz/ii6ZQ+x2ViO27Mfxo2twIejwhOjxROt/TA7x4pXG6J92unWwqXR9Knj8sj8X7dbY9ApTFnwPkVYisyNDVj4mF9oTRseA/bX7zS247MnoljHlwvYCIiGu8UYisvLBL5SEVvNvZ2TzxQgNmbD6urbwGWVmpAr7P/DdtGSwoaLSkQwY1lyZ/h6rwXIBG5AxUbWpkRd056CE+W3oQdeuFX3hyNo6J/gVTsAgAoJTbcXvgIHi25DXt7Jnn7rGk8GUsSvkWcst17bFH8j0hWNY77Iszf6nVo8aeM//Q7nqU5cOPrt3+m1NfGx89EV9kGb3vq5SuRedzlAiYiIiIiIiJfMbVU4NtbivocW/62GRBJBEpERERERES+VPrhg6hY/aS3nbbwz5hxzcsCJqJQkKau896jJGGYnCpsaJ+HdW2LUNGbAyC0Fk5qMKeg3RoTkEWbf08qdmF713R833qc91gwLM67NOkL+GP9K7tLhqf2rYDZpQYAJIS1IExq9f1EISZa0Tmifm5I0GBO9XMaIiLyJRZkEhER/WpR/Dp80bQUBy8ahEnMuLXwMRTqSlHZm4VsbdWoxnd7RHi+/Br81Lawz/F0dQ3+kv8vaKRGrNj2VJ8dnoiIKDSlqupwQuLX+KxhGZYkfgv173aNI6LDo5P1QCTyoMehg9Wl7HNuSkQxFsT9hJX7rx/k1R7cWPA05sRs9n/QAcjFDhwTvzbkCzLnxm7s01ZI7Lit8FE8VnIr9vRMBgA4PHL8p+ZPWFHwdJ++OdrKgOUMBbNitiBc1tvv+Mb2Odj7u11HiYiIiIiIiIiIiIiIiMarLM3ontejI+P2iLC7ezLWtS7CL11HweGWCx1pFETYoZ+GExK/EWT2C7PeRElPIVqsiYLM/3sRMn2/e/++8nrVxagxZXrbGeoav8wTDFotcXB6pEgeZEfLFks8fmpbgJ/b56PVmhDgdEREFCgsyCQiIvpVuroOGeoa1JgyoZUacMfEh71FmGIf7KQkFnlwTe7zcLql2NgxD4AHJyetwZ8y/gOZ2AkAOC3lU7xbe96o5yIiImHVm1MxUbcXSapmVBszkKDkqm9EoxGr7MBpKZ/htJTP0GhOwsaOuVjffjQKw0twac6r+Lr5hEFfOz1yu2DFmAelquoFnX+0tFIDJkfs7nf8YFHm46W3YFf3gV1MNnXMwb6eL1GgKwt0zJAxUDFmtTEDz5dfg1BbUZaIiIiIiIiIiIiIiIjIX0Qij9ARxpVmSwLWtS7Ctq4ZMLtU6LTFCB3JJ3Z2TRWsIFMpseG6/JX4e/F9cEMiSIbfOj7xG++zqr60tnVRn51AASBTU+3zeYLFz+3z8UvnUXiw6C7vLr5GhxobOubhp7YFKO/NBe/9ExGNfcLve01ERBREjolfiyh5J/4+5b4+O2L6oiDzwDgeXJ//LBbFrcVthY/ioqw3+/wDd3H8DxDBN3MREZGQRPjx1x2RMzU1LMYk8qFkVRPOTvsQT864GVfkvgyJyI12a+yAfSUiJ87PfDvACftLCGuBTGwXOsYRmxW9BZJBPg/LJQ7cUvg4pkQU/3pEhDerLwxcuDGg267D4yW3wO5WCB2FiIiIiIiIiIiIiIiIKGj82LYQRqda6Bjjgt0lg0TkwpmpH+Gx6bfhT+n/ETqSz+zpmQS7WybY/LnaCpyV9qFg8x+kkphwvB8KU2uNaXil8rJ+x8fyDpkb2uehxpSJt2vOx5aOo/BE6c24essLeLXyMpT35oHFmERE4wN3yCQiIvqN+bE/Y0bUNsQqO/ocF/uwSFIicuOavBcGPBch70GGugbVpiyfzTdepMw7FwnTl3rbIjE/5hCRsH5qW4Bz0t+DmCs2Evlduy0WsYo2TIrYg0JdCZ7bfy08EGNJwrdIVjUJHQ9ikQfJYY2oMWUKHeWIzI3dOOR5ufhAUeY/S2/GTv00VBmzsa51IRbF/xighKHL4ZbiidK/otN+YHVZudgGtdQEvT1K4GTBae4tH8HjPrSgjVSpETANERERERH5kjohB0tfbOh7UMT1pYmIiIiIxooJZ92FvGV/9bbFUi5UScOzusLwbfMSLE/9ROgoY55c4kCcpN3brg7Re9sDsbsVKOkuxNSo4uE7+8ny1FXYqZ/6a7FeYOVoy3Fs/PeYF7sBSonNp2ObnWF4ct9NcLjl/c5laGp8OlewaLYkoNMeDQBY07QUa5qWDvMKIiIaq1ipQERE9BsamQkamanfcV/tkDkSU6N2siDzCEjkSkjkSqFjEBEBOLArX6c9Bnu6J2FK5G6h4xCNeVfkvIRwWS8AoN0aAw/EUEuMODvtA4GTHZKqrg/JgkydrBuFupJh+8nFDvx1whP4Z+nN2KGfjndqz8PsmM0+v6Ez1rxUcQW67FE4PuFrTIvagUi5Hg/uvkvoWEFLrokUOgIREREREfmJWCKFIjxW6BhEREREROQnUqWGCy3SEfmq+UScmrwaUrFL6CjjSrUx9O5tD2WHfpqgBZkSkRvX5a3E7Tsegc3t/2cc1RIj5sf9jGMTvke6ujD3bY0AACAASURBVM4vc3g8wAvlV6PFmtjvXLSiw/sMx1hhdSnwS+dR6LHrcELC12i2JqLGmIF2Wyy4IyYR0fjEgkwiIqIRkIgCd0FnauROfFx/ZsDmIyIi30sOa8ScmE3YoZ/GgkyiAPjthfxWazwA4Ky0D6GVGYWK1E+ayj83OfxtTsymEe/0KxM7DxRl7rsZ27tm4LOGZfhDevAUxQYbg0OLU5I/x7V5zwMAeh0a3F38AEwuPoxARERERERERERERCS0pUmfY2Hcj2i0JKPR/OsvSzKaLYlwefjoLVGg6O1RWN9+NBbF/yh0lHGj2ZKASmO20DF8akfXNFyS/bqgGRLCWnFx1ut4seJqv81REF6KYxO+x5zoTZBLHH6bBwC+aFqKLZ2zBzyXqa7269xCUEpsiJB34/3aP6DNFi90HCIiCgL8VyEREdEwzM4wqKTmgM2Xqy2HWmqEyckHsYmIQlWdOR3pllpcmftvGBxayMV27hJHFCCt1ngkKptwQuLXQkfpI1VVL3SEIzI3ZuNh9ZeKXbi54J94ct9N+KxxGY5N+B7Rii4/pQtt4bJebzGx0y3BP0tvHnD1UCIiIiIiIiIiIiIiCjyp2IkMTS0yNLV9jrs8YrRa4tFgScGaxpNRaigUKCHR+PF54yksyAyQRnMSHtxzF6yuMKGj+FSbLR6N5iQkq5oEzXFM/Fps7pyNnfppPhtTKzVgYfyPODb++4C9vzJDHv5T86dBz2doagKSYzgujxg2lwI2twJ2lxwKiQ3hMsOIF6X+vQnhpZgVswWrG5f5OCkREYUiFmQSERENw+IKQ6RcH7D5xCIPpkTswsaOeQGbcyxo2fklyj99wtvWJOVh2uUrBUxEROPdT+0LkaJqwKSIPbir+EFEKbqQqqrHdXkrg2rXPqKxps0ah/Mz34ZUHLgdzkciVR16BZnR8g4U6MoO+3VSsQs3FTyJm7f9E/+t+SOuz+dnsuG8XHk5H9gYgeLXVsBQv9fbzjnlRiTOOFXARERERERE5Cvmjjpse+6yPsfm3/UlRGKJQImIiIiIyF9iFW04M/UjbO6cjd3dkwXbbTJK3okZUdvQbElErSkdvc7wPufdHvGAr5OI3EhSNSNJ1YxP6k8PRNQxoeqbF9G48QNvO67oBOSffquAiSiU1JnTUayfgqLIXUJHGVMObFRh8bYbzMl4YPfd6HFECJjKf3bopwlekGl1KVFnSvPJWGK4cG3ec5gdsxkysdMnY45Ejz0cT+1bMeTP72DZIVMickMltUCFA/+fd9t1qDZmwuxS9SnUtLqVsLkUkIqdCJcZoJX2HvhdduB3pcSGelMKVu6/DjWmTIHfFRERBQsWZBIREY3Aka6Ic6SmRu5kQeZhsnW3oqP00EpoLnvgdjUlIhrMO7Xn4Rb145gVvQWbO+eg0xaDD+rOxiXZrwsdjWjMilW0Y2b0NqFj9BOt6IJaYoTJFTq7oM+O2XzErzU6NeiwxaCjPQYnJX2JHG2lD5ONLZ82LMPa1sVCxwgJ3bXF6Crb4G2nHH2ugGmIiIiIiMiXXDZzn2v8RERERDR2nZL8ORYnrMXihLUwOVXY3jUdqxtPhRhu1Jgy4MHAhZCHI0dTDqXEij09k/udi1e24LSUT7Eobl2fBT67bJGoNaWj1pSOGlMGIuTdQ87Rbdehypg16qzjhamtus9nflVsuoBpKBStbjyVBZk+9lrVJbgk6zWopBbUmVLx4J67YHDohI7lNzu7puLU5M8FzfBe3TnoskcP2UcmsuPWwseQGNYMD0Te429VX4AtnbO97QVxP2F+3Hq/ZR3M6sZTobdHDdknWHbI/L0IeQ8i5D2Dnjc5VeiwxaDdGovny69BgzkVACAT2+H2iAVbRIKIiIITfyoQERENQ4TAFmMCBwoyRXD75CIzEREJxwMxni27HlfnvoBfOo+CGxJ827IExyd+gxRVo9DxiMakBXE/CR1hUCnqBpQZCvod10oNiFZ0Bt1KivNiNwzfaRBbOmchMawZN0/4J4r1RSzIHMQvnTPx35o/Ch2DiIiIiIiIiIiIiCggtFIDFsf/4G2rpWYsiPsZPQ4dMtXVcHkkeLH8KnTaYwAcKKyMUXZge9d02N2KYceXiez4Q/r7ODV5NQDgvdpz8EnD6fBAjBRVPZanrMK82A0DLswepdAjSqHHtKidI3ovxfoiPtdDFEC7uyej1pSGdHWd0FHGjFpTOl6quAKnp3yCh/bc2W+n4LGm0ZIs6PyVvVn4sumkYftdk/c8pkTu7nPM4ZZib89Eb1sMF85I/djnGYfjcEuxtvWYIftIRQ4oJLbABPIxtdQMtbQO6eo6xCnbcGfxQ3C45XC45UJHIyKiIMSCTCIiomGIRe6Az6mTG5CpqUaVMTvgcxMRkW9ZXCq8XX0+pkXtwLaumXB5pHiz6kL8z6R/CB2NaExSSOxCRxhUmqquX0FmmMSMOyY+jIreHLxWFTwFmXGK1lEVUW5sn4vFCT8gWdWEZFWTD5ONHdXGDDxbdj0f1iAiIiIiIiIiIiKiceOkpC8HvJcTLe9EtKITCWGteGz6rXit6hJs6ZiFGwqeQbyyDVaXAls7Z2JVw3LvblW/l6MpxzV5z/e5L3FexrvIDS+H2yPGUdFbffpetndN9+l4RDQcEVY3norr8p4TOsiYYXGGYWPHPGzrmjGiovfQ5sGl2a8KNrvLI8ZLFVcMe2/4rNQPMC92Y7/jxfoimJwab3th3I9ICGv1ec7h/NJ51LCFu06PDPfuuhd3FD6MGGVngJL5Xpq6HhdkvIXXqi4VOgoREQUpFmQSERENQ4iCTODALpksyBy5yNxZKLrkaW9boYsTMA0RUV9ttngA8O5+vKu7CNu7pmF61A6BkxFRIKWoGvq0ZSI7/jrhCWRrqxAh78ZrVZcAEAkT7nfmxG464tfq7RGoMObgpglP+jBR6Kg1peG/NX/EpIg9mByxe8BVevX2CDxWcitsbqUACUNXztIbYZt3rrcdnTdPwDRERERERORLCl18n2v8BwTHv5GJiIiIyDcUYitOTPxqwHPRik5EKboAACqpBZMjdiNLU4V4ZRsAQCmxYX7cemzsmNuvIPO3u2IOtPPljKjtPn4ngNMtwa7uKT4fdyxLOup0qGMzvG1NUp5wYShk/dw2HzpZD85LfwdSsUvoOCHP4goDgHFQjAkcF/+dzwvzD8eXTSehxjT0As1zYjbirLQPBzy3vv1o79diuLA8dZVP843UN83Hj6hfgzkVd+96AHdMfDikd7U9Melr7Oqegm1dM4WOQkREQYgFmURERMOQiIS5eDM1cic+qj9LkLlDUXjyBIQnTxA6BhHRoA4WZR70VvUFmBKxizcJiMaRVHW992sxXLih4BlMitgLAIhWdCFTXY1qU5bfcxwsDh/KvJgNRzz+po45mBG1DeGy3iMeI5S9UXURSnomYqd+GgAgXNaDibq9mByxG5MjdkMn68FjJbeiyx4tcNLQkzxrudARiIiIiIjIT+SaSGSdcLXQMYiIiIjGBYnICanIGfBFA49L+A4amWnAc2nqOsjFDgCA2yNCWU8+rsh9uV+/WlN6n3aOthzX5PbdFTMQygz5sLhUAZ0z1EXnzUV03lyhY1CI80CM1Y3LUNJTiBvyn0FiWIvQkULawYLMsS5c1oPzM98WbP4OazTeqz1nyD7Zmgpcm/vcgAsLeDyARmpElqYSDeYUzIvdIMjumI3mJJQaCkfcX2+Pwr277sU/pv5NkLy+cnXuC7htx6PQ26OEjkJEREGGBZlERETDEEOYHTJztBXQSHthdGoFmZ+IiPyryZKMr5tPwNLkNUJHIaIASVPVAThwA+WK3JcwK/qXPudnRG8LQEGmBxdlvYHXqy4BAOhk3YhXtqLenOp9cCAxrAkZmtojnmFTxxyclTrwyp1j3eaOWSjpmdjnmMGhw8aOedjYMQ+AB2qJCSaXZohRPJik24M9PZP9mpWIiIiIiIiIiIiIxp84RSv+UvAvfNN8PNa1HROweSUiJ05J/nzQ80qJzfv1Dv00nJbyab8+RqcaHbYYAMPviulvO35dlJGIhFFlzMYdOx7GxVmvY3HCWqHjhCS7WwaXZ3yUERgcOty49WnMitmCuTEbUagrCdjPDo8HeLXy0iEXQYiSd+KWwschlzgGPC8SAZflvArgwKIFLo/EL1mH813LcYfVXyJy4vyMtxGvDN1iTADQyoy4Lm8lHtpz57ALXxMR0fjCnwpERETDEIuEKcgUizyYErFLkLmJiCgwPqw7C72OoYpyiGgs0chMiJTrkaOtwOL4tf3Oz4zaOsCrfHsjqFBXgpOSvkJ++D4AB1ajvr/o73ht7qV4Zub1uLXwUVyW/coRj99pi0K3PQJTInf7KnLIcLileLv6/GF6iYYsxgyTmPGX/H/hhvxnfvcqN9JUtTgqegtEAi0YQ0REREREREREREShbV7Mejw87Q7kaCsxJTKwz6O4PBJ81XTiiPoqxDbEh7X1O15nSgMgQo62HA9PuwOnpXwmSDEmAOzoYkEmkdBsbiVerLgaT5augNGpFjpOSHF7RNhvyBM6RkD1OsPxXcsSvFV9wcDn/fTszi+dR2G7fkafYyrJod2iFWIrbi18DJHy7hGNJxZ5IBM7fZpxJOxuGX5sWzji/pHyLvx98n1YkvgdRCI/BjtCXbZIuD0jD5YfXoYJulI/JiIiolA0Ppa2ICIiGgWRQBdvAWBq1E5s6DhasPlDiaGxFB1713rbivA4JM85S7hAREQjYHJp8H7dH3Bp9mtCRyGiAElV1SNW0T7guQxNLWIVbWi3xR06pq5BjSnTZ/MfXH369JRP8GhJAY76zS6dscoOxCo7RjX+po45WBS3blRjhCqHW4br85+FyyOB2yOGyyOB2aXCS+VX4ILMt5ChqYHNpYDVpYTVrcRnDctQaczxvj5HU44bCp5BvPLAQyZFETuRra1EXvh+5Gn3w+IKw4O77xrXq242blkFW3eztx0zYRHCUwsFTERERERERL5iN+rRsOGdPscyl1wFkXj8/huIiIiIyFcUYisuzn69z2KRkyN2QwR3AK85i/Bp4+mwuMJwcfbrkAyyOLrBocWkiL0DnmsyJ+H8jLdwSvLnghViAkCbNRaNlmTB5g9VnWUb0FNb7G1rkvIRN+lYARPRWLG5cw4qjDm4Pu9ZTNDtEzpO0OqwRmNL5yzs6ZmEfT0FMLvGYxGrBxdmven9GdJpi0K0ogsA8FrlJfhLwTNDvfiwmZ1heK3qEm87MawJl2e/jP/U/Ml7n/i6vJXI1NT4dF5/2NwxG0andkR9C8JLsaLgKUTIe/yc6shpZb3Y0D4PjZZkTInYhfzwsgE/WzjdEvzQuhirGpaj89dduomIiA5iQSYREdEwxALuQFMUURzgC+ChS1++BcWvrfC2I7NnsiCTiELCt81LcHzCN0hVNwgdhYgCIFU9eEEmAEyP2o6vmk/q0/ZVQWZiWBNmRG3/ddwdmBn1i89v7mzumI0VBU/5dMxQoZJakBde7m27PSL8s/RmXJL9GubHre/T1+pS4MXyqwAc2P1yWfJnOCf9PUjFLm+fv0162Pt1mzUWD+6+C222eD+/i+BW8cXT6Crb4G1PvXwlCzKJiIiIiMYIW09rn2v8AJC55EqB0hARERGNHRnqatyQ/wySVU19jofLepGpqUaVMTugeVJUDSjtmYAJutIBizLDZb2DvnZxwg+DFnIG0oHdMYNwu68g17T1U1SsftLbTlv4ZxZkks902mJw/+57sDx1Fc5O+yAo/q4IJianCvfvvmfc32ucFb0FhbpSuDxivFV9AY5L+A4A0G6NwcaOuVja+wVytJUwO8OgklpGPd+7tedCb4+CTGTH8tRVOC3lU7g8ElQbD9z/Py/9v5gV88swowSHb1uWjKjfSYlrcEHmW33uewcjmdiJ+XHrYXBo8X7tH/Bs2fWYGb0Vc2I2IT+8DB6I8GPrQnxUf2afBbWJiIh+iwWZREREwxALeIFGJzcIcgGciIgCxw0J3qy+EHdO+l+hoxBRAKSq6hH36w6IA5kZvdVbkCkVOTAlYhc+qvfNIhMnJ63p07427zmfjHtQuzUGWlkvohR6n44bqt6pOQ+zYrb0K8YEgPXtR8PiUkEn68Z1eSsxJXL3oOM0WxLw4O670GnniptERERERERERERENFIenJy0Bn/K+A9kYueAPaZE7ArY8yjR8g502qNRrC/CiUlfH9EYwVJgtUM/TegIRDQAD8T4uP5M7OmehBvyn0GccvBFcseb5/ZfO+6LMWUiO87PfBtGhxpP7VsBnbwHKapGAMDGjrnwQIwtHbPQbo1FfFgrsjTVo5qvvDcHXzefgEm63bgs5xUkhrUAAMq68+GGBAvj1uH0lE9G/b4Cod6UgjJDwZB9ZGI7rsh5CQvjfgpQKt8Il/XispxXcYLpa7xVfQHu230vIuVdkIkc4/57hoiIhsfttoiIiIYhFnkEnX9q5E5B5yciIv/b3T0F27qmCx2DiAIgVVWPVFX9oOcnhJdCJTEBANLUdYg9whuFcrEN0yK3e9saaS8Wxa3r08cXq3r+1qaOOVgc/4NPxwxV61oXIlHVPOgNp2+bl2BKRDEemXb7kMWYALBLP4XFmEREREREREREREQ0YlqpAbcVPoqLst4ctBgTAIoiiwOW6S8F/8L9U+6ByaWG0aEO2Ly+ZnPJsbdnotAxiGgI5b15uH3HI/i57WihowSFTxuWYVvXTKFjCO7k5DWwu+S4s/ghlPQU4uy0D2ByqgAAG9rnAQC+aj4RlcbsURdjOt0SvF/7B1yXtxJ3TnrIW4wJAPsMBcgP34crcl6CKEQ2W/6u5bghz8cq2nD/lHtCrhjzt1LVDfjbpIdxR+E/oJKYWYxJREQjwh0yiYiIgty0yB0+2xVpLFNExCNmwkJvW5OUJ2AaIqLD93LF5TCmv4MFcT8JvhgAEflPlKILWplx0PNSsQtTI3diQ8fRyNRUQyfrgQhueA5rTS0Prs59ATOituFvO/+BJksyliR8C4XEPvo3MIR9hgIsTf7Cr3OEgn09+QCAxfFrBzxfa0rDvNgNWJayekTjHZfwHb5oWopWa4KvIoasiPQiiMWHLmcqI/hnQkREREQ0VkgUqj7X+ImIiIjoyBTq9uL6vGcRpdAP2zdXW44wiRkWl8qvmeKVLcgP3w8AuG/KvbC55H6dz5/29EyCwx26+YWkjsv83XM9+QKmobHO4lLh2f03YKd+Ki7LfgVhUqvQkQSxrycf79aeK3QMwelk3UhT1eGeXffD4lJhQdyP+KltATRSI4oii1FjygAAxCrbcW76u6OeT2+PxF8K/gWN1NTvXJctCjcX/HPIBROCic0lx49tQ1+vuWXC40jX1AUokX9NjSrG5Mjd+LZ5Cd6rOwcmp0boSEREFMRYkElERBTksrWV0EoN6HWGCx0lqCVMPQkJU08SOgYR0RHT26PwfPm1WFW/HGekfYz5sT+zMJNoDDI7VYiUdw/ZZ2b0VmzoOBpZmipIxS5oZb0wOHQjnuPM1I8wL3YjAOCG/Gdw7657cULi16PKPRLZmkpIRG6/zxPM2q0x6HZEYFH8j4P2SVXVI1098htSUrEL56W/g6fLVvgiYkgruuQpoSMQEREREZGfqGLSsOCeb4SOQURERBSyJCInzkr9EMtTV434HqNU7EKhrsTvO6dN0JX2aft7AUl/2tE1TegIISvr+KuQdfxVQsegcebn9gUo783F9XnPIje8Qug4AdVt1+Hpshvh8rBUQC01YeX+67yLINea0vFT20Jcl/fsr7tjiiAROXFt3nM+KZSMVXYMem556iro5IZRzxEoGzvmwuwafGfribo9Y6YYs9yQgx9aF6PJkoRmSyJMztDd0ZuIiAKDn7KIiIiCnFjkwZTIXVjfPl/oKEREFADN1iQ8t/86fFx/Bs5M/QhHx65nYSbRGDKSi/ZTI3dCInIiS1MFAIiQd4+4IHNW9Gack/6+t52pqcG9U+4d0UrYo7Ug7idUGzOQqanx+1zByOJUos0ahzkxm4fsdyR/p8+N3YTVjRWoNOYcaTwiIiIiIiIiIiIiGqNiFW24If8Z5IWXH9brDA4tmi2Jfkp1yNrWY+DxiHBR1htQSS1+n8+fduhZkEkUalqtCbh3972HXbQeytweEZ4tux56e5TQUYJCkyW5T7vOlA4A0Mp68VHdmQCAM1I/RpamGgDwacMy/Nw2Hx6I4IEIACAVOfFg0V2Qil2jyhKnbB/V6wPt25YlQ54/OWlNgJL4X7KqEcX6InTaY4SOQkREIUIsdAAiIiIa3tTInUJHICKiAGu2JGHl/utxy/bHsb5tHtwekdCRiMgHLK6wYfuopBZM1O1FqqoeABApG1kxZYa6GtfmPdfveKAKJGOVHRCL3HC4x9/6X26PCN2OCEyMKPHbHMcmfO+3sYmIiIiIiIiIiIgoNM2O3oSHp91x2MWYJqcK/7vnf/oVqfiHCOvajsHtOx7Bvp78AMznHyU9E9BpY5EGUShyeaR4r+5cPLD7bnTaxn6R4vt1f8CenslCxwh6HdYYNFuTkKWpxBmpHwMA1rfNw7u156LOnI56cxoazKloMKdCIbGNuhgz1NQa01DRmzvo+XhlC6ZHbQ9gIv9SSS24KvdFAAeKtkVwQyIa/Y6pREQ0drEgk4iIKAQURRZDBLfQMYKay26BrafN+8tu7BI6EhGRTzRZkvHM/r/g1u2PYX07CzOJQlmTORE6Wc+w/dqssbC75d4bOpGD7G4pghuFur0AAJ2sG7dMeBxKic13gY9AuroOvQ6toBmE4PaIkRjW4pexXR4xPqo7A69WXuqX8UOJ3ajv85nfZQ/tldSJiIiIiOgQt8vZ5/O+racNHs/Y37WEiIiIaLSOT/wGaqn5sF5jdSnwyN7bUWPK9FOqgbXb4nDf7r/jvzXnwemWBHTu0fqu5Vj8Y8/fhI4R0pxWY5/P+w6zQehINA6VGgpx245Hsblj1pD9DIPc77S55EH/zMbOriKsql8udIyQsLt7MmRiO67LWwmJyI39hly8U3se7pvyd5yW8kmfvhN/vS8/nnzXetyQ509OWjPmdpydErkbl2S9houyXkdRZDFcntD6vEJERIE1/rYsICIiCkHhsl5kaapQacwROkrQatjwHra/eKW3HZk9E8c8uF7AREREvtVoScEzZX/Bx/Vn4KzUDzE3dpPQkYjoMJX35mJe7IZh+71eeTGSVY3edoSse8B+kyN245YJj+Mfe/+GP2b8FzHKTp9lHY0I+cB5xzJ/rYbaaE7Cc/uvRbMlES4PL+NtfPxMdJUd+h6aevlKZB53uYCJiIiIiIjIV0wtFfj2lqI+x5a/bQZEfPCNiIiIaCjr24/GpIiRF4nY3TI8XnIL9vf6Z6dKpcQCicgFh1sGh1sGz+/2DPFAjE8almOXfgquz38Wyaomv+TwFZtLjlcqL8OPbYuEjhLySj98EBWrn/S20xb+GTOueVnARDRemZwaPLnvJiyO/wHnpL+HyAHubX5YdxYuyX69z7GSngmIlOv9tkirL3RYo7Fy/3X9/u6lge3tmYg/pv8XyaomtFrj8F7tObhn8v2IVXYgR1sJt0eM1Y3LAACFuhKB0waWxwP80nnUoOfDJGYsilsXwESBo5P34NXKS2Fw6ISOQkREQY5PchEREYWIqZE7WZBJRERoMKfi6bIV+LC+HmenfYA5MZuFjkREI9Tj0EEmdg7ZZ0vnUdiun4Ercv7tPRYpH3iHzCUJ30IuceDuyQ8E1cqTwZQlVLk9IqxpOhm/dB6F01M+QaamGn/Z+i/ePCUiIiIiIiIiIiIiAB4siluHdW3HYEvHLFyW/cqIFg50uiV4at8K7OmZDLnYhhxtBeRiO4r1RT67/hyvbMU/pv7Ne6/A4ZbC4ZbB7pZ7fz/4tdmp8smc/tJkTsST+25CvTlN6ChE5HMi/NB6LH5oXYw0dR2KIopRFFmM/PAyyMRObOqYgwVxPyFHWwmDQ4vVjadiUdy6oC7GdLoleKpsBXqd4UJHCRlp6josTV4Dk1OFb5qPx18nPIEwqdV7/oLMt+H2iPFN8/HIC98vYNLAqzOnQW+PGvT8sQnf9/mzGkuqerNYjElERCPCgkwiIqIQMS1qBz6sP1voGEREFCQazKl4at9NuC7vWSyI+1noOEQ0AsM9WGB1KfBG1UWQieyYEF7qPT5QQWakvAszorcBYAHkWNNqjcPa1mNQEL4PpyR/4T2eralEhTFXwGREREREREREREREJIR4ZQusLiV6HBG/HhHhvIx3IBU58V3rEuzQT8NR0VuHHWdTxxxMCC/F8pRVyFDX4POmU/BB3dk+XQyw1pSBL5tOwtLkNQAAmdgJmdgJFSw+myMQNrbPwb8rroTFFdxFo0Q0WiLUmdJRZ0rHZ42nQSG2olBXAoMjHGuaTsas6C34vuVYXJ33woA7aQaC0amGRmoatt9b1Regopf3EkcqTGLGNbnPw+mWoLRnAv6U8Z8B77tfmPV/UEtNkIsdAqQUTrG+aNBzIrhxYuJXAUwTWKemrMZXzSfC5lYKHYWIiIIcl9UnIiIKEVmaKmilBqFjEBFRkDE51UJHIKIR6LJFQiGxDdnng7qz0WWLwvX5zyJJ1ew9HjHAzb3F8T9AInL7PCcJq90aA7NThXPT30NR5K4+52ZzR2QiIiIiIiIiIiKicemU5M9xa+FjkIsP3WcwOjS4IvdlHJfwLda3Hz2icebHrceylNWIkHfjob134t3a8+Dy+H5Pj/fqzkGXLdLn4waC0y3B65UX4emyG1mMSTQO2dxK7NBPhwdibGifh+9bjsVNE54UrBjT4NBivyGv33GnW4L9hlwYHFoAB4rIv2w+KdDxQtp56e8gVtkBp0eKmdHbBl0E2eDQDnuffywaqiBzVvQWxCnbA5gmsMJlvTgxaewWnBIRjYNDxwAAIABJREFUke9wh0wiIqIQIRZ5MCVyF9a3zxc6SlBKmXcuEqYv9bZFYn7MIaLxweIKEzoCEY1AmSEfqar6Qc/XmVKxpulkXJ7zMmbHbOlz7vc7ZIrgxrHx3/slJwkrVtmBWHR422ZnGFqsCWixJKDNGidgsuAw95aP4HE7vW2pUiNgGiIiIiIi8iV1Qg6WvtjQ96CI60sTERERhUnMWBj3I5QSG67PexZP7rsJHohhcIQDAK7IeRlvVv0ZFqcSYVLrsOOta12I16su9muxodUVhjeqLsJNE57y2xz+0GGNxlNlK7jDnJ9MOOsu5C37q7ctlioETEM0vEXx63BFzkveRXKrjRnI1NQENMPu7slwe/r/27jGlIF7dj0AAFBLjLB75ABEAc0W6sJlBzbGUA5TbPlF41IURRYHIlLQsDiV2GcoGPT80uQvAphGGMuSP8PXzSfAymeyiIhoCKxUICIiCiHTInewIHMQErkSErlS6BhERAFncfLiH1Eo2GcowCnJnw96/pXKy3BW6oc4LqF/oeWBHTI9OHgTbVrkDsQoO/2UlALN4lR6iy4P/t5sSUSLNeHXB2pEEMGNxLBmTIvcjh366QAArdSAXme4sOEDTK4JzRXViYiIiIhoeGKJFIrwWKFjEBEREQWdg8WYADAr5hdckPkW/q/6Qm9BJgBcmPV/MA9zz9DoUOOliiuwuXOOX/MetLlzNnbqizA1RIpYduqLsLLsunF33T2QpEoNF1qkEOHB2Wkf4Oy0D/sc/bZlCU5P+SSgOwPu0k9Btray3/GK3hzv1yYXv6+ORKs1ftg+RqcaP7QuxtlpHwQgUfDY2zNx0B20szSVyNPuD3CiwNPKjDgx8St80rBc6ChERBTEWJBJREQUQqZE7oIIbnjAVaGJiOiA71qOw+TI3ZgcsUfoKEQ0hFpT+qA3535oPQZZmiqcmfbxgOdlYic0UiOMTi0A4LjE7/yWkwLH7AzDw3vvwP7ePPx+xVq11IgcTQVyw8uRo61AjrYCGqkJDrcUl256FbGKdkTIu1HSM1GY8EREREREREREREQUAB6ckPh1nyOnJH+BNmtcn4JMAFBJLYOOsks/Gc+XXwO9PcovKQcmwqr65UFfkOn2iPBB3dn4uP4MPotDRJCInLg852Usjl/b79yOrmnI0+4PbEFm9xQkhTX1O17Zmx2wDGPVSAoy1zSejFRVPaRiVwASBY9ifdGg55YmfQHRGN+MdU/3RKSp63Bq8mp83XyCX3cVJyKi0MaCTCIiohASLutFtqYSFcZcoaMQEVGQMLk0eHjvHbg463Ucn/it0HGIaAAmpwoeDHxXotehQa0xHRdnvzHkGBHybhidWkQrOjAtcoc/YlIAWV0KPFJyO/b35gMApCIHjolfi1ztgQLMZFX/G6vAgeLc6ZHbcXTcejxZelMgIxMRERERERERERFRgGVrKge8XnxR1ht9dkcbjN0tw39r/ogvm04SpNhwcsTugM95OAwOLZ4puwG7u6cIHYWIgoBSYsGKgqcGLCSvNmagyx6ND+vOwvr2o1GoK0FRZDEyNTV+y1NvSoHeHoWtXTOhk/cgP7wMiWEtADCinwE0tOEKMs3OMHzZdBJOTVkdoETBweMBduqnDnguUt6FOTGbApwo8FweCa7a/CIy1DXQSntZkElERINiQSYREVGImRq1kwWZA2jZ+SXKP33C29Yk5WHa5SsFTEREFDgujxSvVF6GRnMyLsx6E2KRR+hIRPSrMkMeXqq4AvnhZQOeL+kpxAWZbw07TpS8Cw3mVBwb/z2/x0Ocwy3F4yW3oMxQ4D32/+zdd3hb1f0/8PfVtC3JtrxHYsc7doadSRYhCSEkKau0ZbXAN4UCLVAohbbwLdACP6BllTJaRptSWspuGV8SCBkkkECm7cQjseMV7yXJkmXJGvf3R4qIYjtekq5kv1/Pkyc+55577lsPwZav7uecH2T8A2tTPh7R+TfnPocXqm9EmNyGDG0topVG7O5c6q+4QaVk4+3oOVHmaWd/6zYkz7tAwkREREREROQr1s4GHHj+Oq++Zb/eDEEmlygRERERkfTqe9PRaYtFXFiXV79MEJEbWXXGc+ss6Xj22C1otE71Z8QhCXBjecJOSa49Ekd7cvF05W3o7o+VOsqkUbPlBTTtedvTTihcg7yL75IwEZE3ueDCcXMWsnXV0Cp6vY4d6p6DxLBW5EYeQ1F0MZYm7EanLRY9Dh0ilWa/5Cn9b7F4lTkXVeZcAECk0oQcXRVabUl+ueZkcqaCTItTg0+a16DXpcWMqLIhx01ELbZkdNgTBj22JvmTSbFbaKG+FGtTNmNT83qpoxARUZBjQSYREVGIKdIX4+2G70kdI+jYjW3orPjmZr6r3yphGiIiKQjY3LIOrbYk/DTvj4hQ9EkdiGhSszrD8VrdVdjWugpF+mKsSf5kwBiHW4EiffGIPrSIVhkhF5xYmbjdH3EpQJxuOZ6q/BmOmGZ5+hbH7R5xMSYAqOQOfGfqO7g59znIBBFOtxyHjbNgdkb6I3JQMdaXoPvobk97ytLLJUxDRERERES+5LJbve7xExERERHgFJV458R3cGPOi6M6zy0K6O6PwWVpb3r1P1X5s4DtlJkfVYH4sM6AXGu0Pmz6Fv5VdyVcIh+fDaTe9lqv9/wR8ekSpiEaqNepxVsNl+HDpgtwXtIWrE/9CNEqEwDgYPdctNmS0GZLQkNvGhbH78GO9hX4bto7fstTahi4e2+PIwoHuuf77ZqTSbc9Bg63AkqZEy5RhgpTPg52z0W0yoil8V/go+b1UMtsyNTWSB01oEoMhYP2K2X9WJ30aYDTSOfKaf/CEeNMnLCmSR2FiIiCGH+jJCIiCjGZ2hroFD2T4oFrIiIavWLDHNxX+gDuKngMiWHtUschmpT2dCzC6/VXYGb0ETw29y6kRjQPOk4pc454Tr3KgLkxBxGjNvgqJgWYWxTw3LGbcbB7nqcvObwZN2SP7kEaAEiJaPF8rZC5sCjuS2xpXeOTnEREREREREREREQUPHa2L8fFU95DUnjbiM+RCSLmxhzy6utzhvm1GDNTexw35z4HQ78eHbZ4pEY0+e1aY2V1huPPVTdhb9dZUkchoiDW54rA+00XY1PLOqxM3I7lCTtx3JLlOW51RuD9xouQGt4Ep1uO9xovxrlJW6FVWHyye2CpYRa2t63EEdPMcc9FQxMhw6bmdai1ZKDEUIgolQk3ZL+I/KhKdNljYHFqURhdMil2hDzVUAWZyxN2Qqe0BDiNdFQyB27JexZ3H3oEbsiljkNEREGKBZlEREQhRiaIKNSX4POOs6WOQkREQarROhW/Ln4IP89/AtOjjkodh2jS6LDF4d0TlyJe3YEHC+9FpNLss7mjVUbkR1X4bD4KPJkgIlLZ42mrZHb8bPpTCFfYxj33soTPWZBJRERERERERERENAG5RAXeqL8cq5M+RaN1ChbE7ht08UaXKMMR40wU6ksHncfi1Po1Z40lCx81rcePcl7263XGqr43DU9V/AyttmSpoxBRiHC4Vfik5Xx80rIGgODpN/Tr8UnLGvyi4Pe4t+RBTNPWwe5W45f7focIhRUFUeWYEVWGgqhyzw6bw+m267GjbQV2tK1Auz3RT6+ITvda3fchF5y4aMr7uHTqu54FlWPV3UjTNGBGdJnECQOr36VEualg0GPrUjYFOI20jhhn4PW6K1iMSUREZ8SCTCIiohA0R3+IBZmn0ecsROGGpz1tdVSChGmIiKRndkbioSO/xiVT/4NopRGCIEIGN6JUJmRqa0Z845+IhucWBRwxzkSvU4MfZv11VDtfjlSu7hiydDU+n5cCa0PW3yBCwCcta3Bd1l+Qpjnhk3nj1R1Qy2ywu8N8Ml+wyl5/G+xLLve0Y3OXSJiGiIiIiIh8SR2V6HWP/yRh0LFEREREk82ezsUQIWBD5kZEqXoGHHe65Xj66G0Il/cNWZBpdur8HRNb21YjQ1uL1clb/X6t0djeugJ/rfkhHG6V1FEmtZQFF0MTP83T1qbkSheGaFS8fzd1ikrIBRfuLX0QTrcC12a+gkeO3A2TIxomRzRa+lKwtXU1ABEp4c0oiCr3/Dn1OQ2XKMOB7nnY3roSJYZCFn5J5ILUD3F5+psD+ufoD6EgqlyCRNKp6MlHv1s9oL8wuhhTgnDna384bs7Ev+quxBHTLKmjEBFRCGBBJhERUQiarS+FADdEyKSOEjQiU/MRmZovdQwioqDiFJV4p+E7+PbUfyNTW4MMbS1i1d1SxyKacCxOLWbrD/v1GizGDH2m/kh82roaZcYZuDD1A5yTuHPcc3bY4vB+40XY0bYCDnHiP0iSuvASqSMQEREREZGfqLR6ZK65SeoYREREREEnSmnEdVl/wcK4fUOOea/xYuzrWohFcXsAnCzy+aDxQrhEOVSyfqhk/eiwxwck799q/gdpmgbkRlYF5Hpn0u9S4q81P8SOtpVSRyEAsbmLEZu7WOoYRD7RYT+5UcDs6BL8vfaaIXbfFdDcl4rmvlR82noevi7QnBFVBrXcjl3tZ8PkiA5obhpod8cSXJ7+BmSC6OnrsMWh2FCEy9PfkDBZ4JUYCgftX5c6OXbHdIsC/nL8OtRYsv7bI0KAyGd0iYhoSCzIJCIiCkE6pQVZuuOoNudIHYWIiIKcCBmiVUbMjz0gdRSiCStSaZY6AgWxDlscai0ZMDqiMTfmIL499d9eH+iNRWtfIv7TeAl2tZ8Nl6iAAPeAMVqFGZYArHhORERERERERERERP6TGtGESOXAXTFPVagvwVsNl6HfdXLhPrngRo6uCo+W/Srgi/k5RSWerLgDDxfdgxi1IaDXPlVLXxKeqvwZGnrTJctARBNfrSUDZmfkCEd/U6BJwaPDnoBiQxHmxhw62bbF4YHD92FqxIlxf6YbagYryEwNb0RhdIkEaQJPJoj42fSncE/xwzA7I3HRlPexqWndpFgYmYiIxoYl+0RERCFqjv6Q1BGIiChEvFF/OXocLMohIpJCrLoLC+P2YU3yFmRo68b1wV2jNRWbmtei1DgbOboquMSTa61lar13UF0ctxtPzrsDapltXNmJiIiIiIiIiIiISFrlphn4zeHf4v7S36DSlDfomGzdcaRF1MPuVnv6ZkSX49a8ZwZd0M/fjA49nqr8GZxuecCvDQCVpjzcU/wwizGJyO9GXoxJweyTljUAgHZbPB44fB867AkoiC6XOFVgddji0NQ3ZUD/upRNEAQJAkkkPqwTt+Q9i8LoYlwy5T8sxiQiojPiDplEREQhqkhfjLcaLpM6RtDoaapAZ9kOT1sdmYDURd+RLhARURDpdWrxr7orcWPOi1JHISKadHyxcqrVGY4OezzUMjvWpWwGADRZUwAAYfI+5EUexXFLNsLlVmzI2ojlCbsAnCzUrOgpGPf1g0XT3v/AbmzxtOPyz0Hk1Inz+oiIiIiIJrN+iwGNu1/36stYfSMEGdeYJiIiIgKAoz3T8ZvDv8HZ8bvw/Yx/Ilpl8jq+KmkbPu9Y5mlbneGIUXejSF+MQ4a5AUwqQi2zo8qci78e/yFuyHkpgNc+SS23o88VEfDr0pl1Hd0NU/03u6xpU/KQMHOVhImIiE4qMRSi1DALL1bfgE57PABgRlSZxKkCq8w0Y0CfVmHG2f/93HkyKdSXYmb0EXTbY6SOQkREQY4FmURERCEqS1eDSKUJPY4oqaMEBUPVXpRsvN3T1mfNZ0EmEdEpdrStwLlJW5GtOy51FCIiGqUIRR/SFQ1efYlhbZDBhWXxn8Ps0CFXdxS35D2LhLAOz5hsXbVXQWaU0giTIzpguX2t+qOn0X10t6dddP1zLMgkIiIiIpog7KY2r3v8AJCx+gaJ0hAREREFKwG7OpbjQPc8fC/9LZyf/LFnUcBlCZ/jvcaL8cDhe9HSlwxDvx6A/7a0Oj95M1r7klBqnA0Rpy6iISBdUw9BELGt7VxkaGtxXvKnfssxmAxtHaZpalHXmxHQ69KZNe9/H9UfPuVppy2/mgWZRBQURMjwSNndnp9nGoUF6Zp6iVMFVkp484C+c5O2Qi3vlyBN4LhFATvbl+Pj5vNxfsrHWJH4GQBALrhhcWolTjc+GrkFieFtqLFkAQDkghO3TX8aAkS4RRlECPiw8QJUW3IkTkpEFLpYkElERBTCCqNLsKtjudQxiIgoBIiQ4a/Hf4iHCn/tk93aiIhIWgqZCwlh7Vid9Cm6+2NQpC8e8P09W1cN4OQumpelvYkpEY14uOx/pYhLRERERERERERERD5idWmwuXktYtVdiFV1QauwIDG8HTOjjgTsGZJZ0YexIetv6LLH4LO2c/BZ+zlosyUBAI6Z83DVtH8iU1uDV2quRZqmAXmRxwKS62vnJm3FX45fH9BrEhFR6Dp1cYH8yIpJ91xNtq4aOkUPzM5IACeL985P/ljiVP5VacrDX4//EA3WdADAn6t+jG2tq7AhayMytHUwO3QSJxw7GVy4bfrT0Cot+N/i/wcRMsyIKsPC2H1e4xSCE49X3CVRSiKi0MeCTCIiohBWFFPMgkwiIhqxGksWtrWuwurkrVJHISIiH1iesBPTtPWYhsFXaM3WVWNezH5syNyIuLAuHDHOCHBCIiIiIiIiIiIiIvIVlcyOs2K/wsqk7SiIqgAA7O1cgP8teRhahRk6hTkAKUQAAsT/7r4Zq+7GpWn/xqVp/0aZsQA72lbgq66z8Eb95bh/1m+RpT2O54/9BPfP+i1i1Aafpeh3K1FmnIGKnnzoFGYkhLUjPqwDCep2aJW9WBr/Bf5R+wPY3WE+uyYREU0OM6LLpI4QcDJBRKG+BJ93nA0AWBT3pU9/bgcblyiDTmlGpz3Oq/+YOQ/3FD+M1UmfYqrmhETpxu8HGf/AbP1hACd3Ud/VvhzzYg4MGDc35iCSw5rRYksJdEQiogmBBZlEREQhbHZ0KQS4vVZomqzU0YmIy/+mOFWbkithGiKi4PV6/RU4K+4r6JQWqaMQEdE4XZD64ZDHXKIMR4wzcVfB4wFM5F/R6YWQyb65nRkWnSRhGiIiIiIi8iW5OsLrHj8RERERfU1EprYGKxO3Y2n8F4hQ9HkdXRi3D1MiTqDROhUWp392cpoXsx8LY/ciTdMAlawfPz/4hKcg81QzossxI7ocG5wb8UXHUnzQdCF+lP0SpmpO4LW6q3BjzgtQypw+yaSSOTAnphjTIyvxWfs5eL3+CrT0nSwmiJD3IiGsHQrBCft/xwtwoyCqHPNj9+M/Jy6ByRHtkxw0cpqEjNOe68mTMA0R0dDyIyukjiCJOTGHPAWZ61I2SZzGv9yiDHqVAT/N+yN+V/5Lr+dvRciwpXUNBLglTDh2KxO3YX3qN//9rkh/HV91njVoQaZMELE2ZTM21vwwkBGJiCYMQRQn15baRDTxCYIQD6D91L7G4vWIj1VLlIjIv+4teQBVZhYfEhHRyJ2b9Cl+lP2y1DGIiMiPXqu9EjHqbqxN+djTd8Q4Aw8duVfCVEREREREREREREQ0UmHyPtw36wFkamvPOO7z9qV49titfstxS+4zWJbwhaf96+IHcdGU97Ewbt+w5zrdcihkLvQ6I1BuKsCC2P1+y1lsKMTHzeej2FAEETIIcCM/qgKL4r7Ewti9iFaZ8E7DpXir4TK/ZSAiotCXGNaKS6e+i7MTdkEmTJ46C4tDgx999RJydFV4oPB+qeP4nc2lhtUZgS86luKfdT+QOo5P5EVW4t6ZD0Ihc3n17+lYhMXxXw56jt2lws37nvPpwh49TZXYemfh6d0Joih2+OwiRERBgDtkEhERhbg5+kMsyCQiolHZ1roKqxK3IUtXI3UUIiLyk4LocjjcSqljEBEREREREREREdEY2Vzh+KztnDMWZPY4dNjWtsqvOdyn7BoFAEvidw+6Q+Zgvi4I0CisWBC7H25R8FtxS5G+BEX6ErT2JaKiJx9z9IcQrTJ5jjdZU/CfE5f45dpERDRxtNmS8Keqn+DfJ76NS9PexbL4zydFYaZW2YvcyGMTfnfMr4XJ7XCJcsyNOYgGaxp2tS8f/qQgFqfuwB3TnxxQjAlgyGJMAFDKHEjTNKDcNMOf8YiIJiTZ8EOIiIgomBXqS6SOQEREIUaEDBuPb5A6BhER+VGRvgRHe/Jwx4En8ErNNSgxzGaBJhEREREREREREVGI+bjlfHzWNniBQK1lGu4pftjvD9CLonfx5eL4PRAwtsKUQBS0JIW3YWXiDq9iTAB4ufp6OESV369PREQTQ6stGc8f+wn2dCyWOkrAnJe0BQtih98Be6LQKKyIVPZgRcIOZOuqpI4zZmqZDXcVPIYoVc+oznOLAl6svoHFmEREY8QdMomIiEJclq4GUUojTI5oqaNIytXfB2ef2dMW5AqotDESJiIiCm7Vlhxsb12BlUk7pI5CRER+ckX66yg3FWBT83psal4PAW6pI41Lv8UA0eXwtBXhOshV4RImIiIiIiIiX3G7nHBYur36VJHxEISR7bxERERENHEJeLn6ekyJaESWrsbTu6t9GV6svgEOt/8LDE/fIVOvMiI38pjfr+tLW1tXoaKnQOoYk5rTZoHLbvW0ZcowKCMiJUxERDS8tcmbsTRht9QxAmZZwhdSRwg4ndKCqZoTWJW4DV32WBj6Q+uZUwFu3Jz3HNI1DaM67+tizB1tK/2UjIho4mNBJhER0QQwW1+KXe2Dr4g4WTTufhMHX7jB09ZnzceKhybfDQIiotF4re4qLIjbB62iV+ooRETkBwqZC7flPY1fFT+KPlcExNMemgk1ex6/FN1Hv/nAs+j655Bx7vUSJiIiIiIiIl/pba3Gp3cWevVd8k8rIMglSkREREQUPByiCk9W3IH/V/S/0CnN+Gft9/FR83oAgVm8wmDXD+g7fffJYGbsj8JrtVdJHWPSq3jnIVR/+JSnnbb8asz78csSJiIiOrO5+gO4JvPvUsegAIhUmrEgdh8aetOwtfXckNpR+3tpb2HhKHc1ZTEmEZFvhPZTWERERAQAmKM/JHUEIiIKQWZnJN6sv0zqGERE5EeJ4e24PutlAKLUUYiIiIiIiIiIiIhojLr64/CHytvxyJG78VHztxCoYkwAeLPhMvzp2E3odUYE7JrjUWuZhpeqrke1OQsA8ErNteh1aUc9jwA3IpWhU3hKRDRRJYc3Y2XiNghwB+ya6Zo6/HT6HyET+BnrZKFTWvDdtLeRecqO5MFucdxuXJr272HH1fem4dGyX+K4OZPFmEREPsQdMomIiCaA2dGlkMEFN7hSNBERjc6WlvOwMnE7MrR1UkchIiI/WZqwG6XG2fisfYXUUYiIiIiIiIiIiIhojCp78sc9h07RAxECLE7dKM4S8Fn7Chw2zsL12S9jbkzwLRpuc6mxu2MJPm1djRpLJgABrbYkfCv1/7Cnc/EoZhKRra3G0oQvsCjuS+hVRpSb8rGr/Wx81XkWrC6Nv14CERGdQiWz46zYr7AqaRumRDTi3pIHIQZoHyq54MT6lI9Q2TMdLlEOl1sOl3jyucx5sQegkjkCkoMCT6vsxU05f8bPDvxB6ijDytDU4Mc5fxrR2PredBQb5qDYUISU8GY096X6OR0R0eTAgkwiIqIJQKvsRbauGsfMeVJHISKiECNCho3HN+CBwvuljkJERH60IWsjqsw5/HCFiIiIiIiIiIiIaJJKULfh7pmPoMmaiscr7sRod9nsc4XD6Q6uR06brCn4uOV87Go/G30u7x08y00FqLVkYCSvc0rECSyN/wJL4nYjMbzd61hBVAUKoirww6y/4mD3XHzesQyHuufAKSpHnFMGF8IVfdDIexGhsEKjOOVvudXr66+Pnfp1r1ODR8t+xXv8RDThpWvqsCpxG5YlfA6NwgqnW46Hy+5Bqy05YBlcogJ/qvqJV1+8uh235j3DYswJak/HIpgcUZgVfRipEc3QKCzodY5+d+1AiVYacGfB41DJR/bvsaE37b9fCXwvQUTkQ4IocittIppYBEGIB+B1Z6yxeD3iY9USJRqeKAJGRzQsDi0sTi16nRqEyW2YGV0mdTQKIe82fBtvNlwudQzJuPptcNrMnrYgU0Cl1UuYiIgotPw453mck7hT6hhERORHdZZ03FvyIByiSuooY9JvMUB0Oz1tRZgWclW4hImIiIiIiMhX3C4nHL0Grz6VLg6CMLoiASIiIiIa3DRNLX4141FEq0wAgL8e34BPWs4f8fkp4U34ef4TSI1o9lfEUavvTcN9JQ/A7g7z6k8Ma8XalM2oNmfji45lQ54fr27HkvjdWBK/G+mahlFd2+LU4MuORaixZA4onoxQWL0LL+VWhCtsY3qNpzI7tPh9+S9QZc4d91xScNoscPX3edoyhRrKiEgJExFRsAiXW7EkfjdWJW5Dlq7G69gLVTdge9sqiZKdtDD2K9yY8wI0CqukOch/Sgyz8UjZPQCAWHUnrM6IAQs9BAul0I/7Zj2AnMjqEZ/z8JG7UWos9GMqbz1Nldh654DrJYii2BGwEEREARBcyxUREU1Sn7SswcaaH3raapkNDxTeJ2EiCkVFMcWTuiBTrgqDXBU2/EAiIhrUv+quxNkJuyATuGgPEdFENU1bj+9n/BN/q9kgdZQx4YIrREREREQTl0yugDoyXuoYRERERBNSvLod98/6rVdR4A8y/oHKnulo6E0f9vwi/SH8NO+PiFD0DTs2UMwOLR4vv/OUYkwRBVHlWJ/yEebGHESPIxKv1V414LwopRGL4r7E0vgvkBtZNebraxW9WJ28FcDWMc8xWjqlBb+e+RCerrwNBw3zAnZdX1GEaaEIC97dxogo0ETk6o5hZdJ2LI7bgzC5fcCI9xsvlLwYEwBmR5eyGHOCmxFVhnC5FX2uCHTZ46SOcwYifpTz0qiKMQGgfgTv94iIaPRYkElEFEAWhwZ2txqx6m5PX61lGl6tvdqBOEMUAAAgAElEQVRr3I9z/zTqldeIMrW1iFIaYXJESx2FiIhCkNGhR60lY8Bqg0RENHF02/XotMdBgBsiZFLHISIiIiIiIiIiIqIAMPYPfI5EJXPgtryncU/xwwN2mDxdjSUTX3WdhZWJO/yUcHRcogxPV96GDnsCFIIDS+J3Y13KJmRo6zxjPmpeD4eoAgBEyHuxIHYflsZ/gZnRR0J6gVq1vB8/L3gCL1X/CDvaVkodh4ho1HSKHpydsAsrE7djqqZxyHH7uubjX3VXBjDZ0DY1r/tvET5NRG5RgELmQqG+BF92LpY6zhldkPohlifsGtU5PQ4dnykmIvITFmQSEQWI1RmOR8ruxoVTPkCs+isAQJ8zDE9X3ganqPSMu2TKv7Eo7iupYlKIK9IX47P2FVLHICKiEHXYOIsFmUREE9CJ3in4sOkCfNGx1Ov3TyIiIiIiIiIiIiKaWKZpalHXOw2A4OlziCocNMzF0vjdXmNTI5pxTebf8VL1DWecs8cRhReqbsL21pXYkLXRq/BRCq/WXI0GaxounfoO1iR/gmiVyeu41RmOnW3LsShuD5bE78Yc/SEoZU6J0vqeXHDjppwXcKJ3Ko5bsqWOQ0Q0LAFuzIgqw6qkbVgQu2/Y78m1lml49ugtQbPAbFPfFJQaZmG2/rDUUcgPXq6+HssSPse8mANBXZA5R38QV017bdTn9TnD/ZCGiIgAFmQSEQVMiaEQxy3ZaOtLBACIIvDS8R+h1ZbsGTNHfxCXpb8pVUSaACZzQWZr8WZUvf+Ep61NycWc65+TMBERUegpNc7GJVPfkzoGERH5SLkpHx82XoBDhjlB84HleJRsvB09J8o87exv3YbkeRdImIiIiIiIiHzF2tmAA89f59W37NebIcjkEiUiIiIiCk0zo4/gW6n/hxeqbvRaoG9v58IBBZkAcG7SNrx74lJ02eMGnU8p9MMpKiBChmPmPNxT/DDOS96Cy9PfgEZh9dvrGEq1OQvp2npclfEaVDLHoGOOGGfiyXl3IELRF+B0gZWtqw6pgsyaLS+gac/bnnZC4RrkXXyXhImIKBDyIivxk5znkRjePuJz/ln7/WF3bw60j5rXsyBzAmq3xWNH2wrs6VyMO/KfhFxwwiUGX3nNlIgTuDXvmTHt8u2eAM8JEBEFq+D7iUFENEFl6Y4DAFptSQCA7W0rsbtjqed4SnjTmN8wE31tlv4wZHDBjcn3gILd2IbOip2etqs/8Df+iYhC3bGeXNhcaoTJ7VJHISKiMXKLAvZ1LcAHjRei2pIjdRyfMtaXoPvoNw8MTVl6uYRpiIiIiIjIl1x2q9c9fiIiIiIamyZrKn6Q8U/EqrvwRMXP0evUAgCKDUWwu1RQy/sHnONwKwf0fW1+7H5cn/0y6izTUNubgVpLBo4YZ+KrzrNw5bR/YUXiZ357LYPJ1h1H9n+fwTpdnSUd7zdehPOSt0z4YkwAyNTWSB1hVHrba73e80fEp0uYhogCIVxuxS25zyI+rHNU5yWGt+GIaZafUo1NiaEQzdZkpES0SB2FfKjbHoMFsftQZc7BM0dvRbTSiK7+wRepkIpWYcZd+Y9Nivc2REShhgWZREQBEq/uQJTSiNa+JJzonYK/1fyP51i43Io78x/nG2YaN62iF9m6ahwz50kdhYiIQpBTVKLcVIC5MYekjkJERGOwpWU1/q/pW2i1JUsdhYiIiIiIiIiIiIgk0GRNBQAURFXgwdn34nflv0SbLQl2dxiKDUU4K27vgHP6XOFDzmdzhUGjsGJGdDlmRJd/c44zDPW96ag2Zw1ZIBko5aZ8vHfiYpQYC3FOwmfIj6qUNE+gZGhrpY5ARHRGV2e8OupiTABI19T7Ic34iJBhU/M6XJf9V6mjkA9NjzqK6VFHAQBd9hi83fBdbG9bJXEqb7fkPTuqHWZP5xa5QyYRkb/wOywRUYAIApCjq0JzXwqePnob+t3qk/1w49a8Z7hyDvnMHBbREBHROBw2Btcqg0RENDKHuovwl+PXsxiTiIiIiIiIiIiIaBKSC04AQIc9Hv2ukztepkS04MHCe5GjOwYA2Nu1cMB5Trf8jDtkDlWsGa6wYXrUUUmLMfd1zce9JQ/ggcP3o8RYBJ3CjB9k/EOyPIE2JaIRKpld6hhERIOaoz+IVUnbx3TuNE2db8P4yM725eh1Rkgdg/wkVt2N1UmfSh1jAFEUxnc+xnc+ERENjTtkEhEFUE5kFfZ3L4DJEe3puyz9Te5CRT5VpC/GG/VXSB0j4PQ5C1G44WlPWx2VIGEaIqLQxYJMIqLQ9EHThVJH8Lvs9bfBvuRyTzs2d4mEaYiIiIiIyJfUUYle9/hP4gNjRERERCMRLrfi5/lP4Hflv4TDrUJTXyoytHUAgEilGffOehDPHb0ZB7vnwuFWQClzes61ucJwpvddJ48HD6dbji86luL9xovQ1DfF69g1mX+HTmmRKFngyQQRaZoGVJtzpI4yIikLLoYmfpqnrU3JlS4MEfmVVmHGDTkvjvn8NE0DBLghBtm+U3Z3GHa1n421KR9LHYX8JEtXgxhVF7r7Y6WO4rG3ayHmxBSP+fzxFnQSEdHQWJBJRBRAObqqAX2lhtmoNmcjXN6Hc5O2Ij+qUoJkNJFkaOsQrTTA6NBLHSWgIlPzEZmaL3UMIqKQ12idgm67HjFqg9RRiIhoEG5RwHFzFkQIyI08+TtmtTkL5aYCiZP5X+rCS6SOQEREREREfqLS6pG55iapYxARERGFpGXxn2NmdBluzH4Bzx67Bc3WFE9BJgCoZA78LP8PeK32Shw2zvJaOH6oHTBHejzQ+t0q5EUexc/zn4BLlMMNGdyiDCIEZGprpY4XcNM0dSFTkBmbuxixuYuljkFEAXBd1l+gVxnHfH6Y3I6EsHa02ZJ8mMo3YtTdUkcgP5sXcwBbWtdIHcNjf9d8/Cj7JcgEUeooRER0muBaOoKIaILL1NZAgNurr6KnAAe65+PzjrPxSUvwvImn0FaoL5E6AhERhSyBu2QSEQUxmSAiJ7IaFqcWvyv7BfZ0LMJ7jReDO8cQERERERERERERTUYiVid/CgBYlvAFLpryPpr6UgcdeVXGvzBNU+fVN1zBZbDtkBmh6ENSeBtSIlowVdOIdE0DMrR1k7IYs6UvCV91niV1DCIiL4vjdmNx/Jfjnuf0n1fBQCnrx+zoUqljkJ/Nj90vdQQvZmckKkxj36hkqqYRV6a/BhlcPkxFREQACzKJiAIqTG5HuqZ+yOOHDHPQ71YGMBFNVEX6YqkjEBFRCCs1zpY6AhERDWNuzCFcn/0yNjWvw76uhV7HBLihltmgU/QgTt2BlPAmTNPUIl7dLlFaIiIiIiIiIiIiIvKHHF0V0jUNnvYV6a8jKbx1yPExaoNXe7iCS6srYnwByS96HDo8WvYrmJ2RUkchIvLQq7pxXdZffDLXmZ6zlcrMqCMIk9u9+uwulURpyF86bPFSRxhg72nPA4zWxVPfxz0zH0ak0uSjREREBAAKqQMQEU02Oboq1PVmDHrM5grHYcMszIs9GOBUNNHM1pdCBhfckEsdJWB6mirQWbbD01ZHJiB10XekC0REFMKOGGdKHYGIiEYgVt2N+2f/Fh22eKhk/VDJ+0/+LXMMOt7pluPthu/i/caLQvJ3haa9/4Hd2OJpx+Wfg8ipBRImIiIiIiIiX+m3GNC4+3WvvozVN0KQcY1pIiIiojOxu9XotMUiLqwLACATRCxP2AW7SwWHWwmtsveM5w9XcOlwK+ESZZALbk9fj0OHanM25sYcGv8LoFHrdynx+/JfoM2WJHWUUek6uhum+hJPW5uSh4SZqyRMRES+JeLG7BeG/bkzUuna4CvInBdzwKu9o+0czIgqQ7y8U6JE5GsVpunYWLNB6hgD7O1aiA1ZfxvXHDOjy/BI0d34Q+XtqDLn+iYYEdEkx4JMIqIAy9FVYUvrmiGP7+1aiDkxh9BuS0CjdQpOWKdCJevH+ckfQyHjlvE0MhqFFbmRx1DZky91lIAxVO1FycbbPW191nwWZBIRjZHJEY06SzqmBeENbiIi8iYX3EgKbxvRWIXMhSumvYH5sfvx3LGb0dKX4ud0vlX90dPoPrrb0y66/jkWZBIRERERTRB2U5vXPX4AyFh9g0RpiIiIiEJHQ2867i5+BLfmPYPZ+sOe/iOmmXi5+nr8OOdPXv2nG26HTEBAnyscWkUvmqwp+KhpPXZ2LIdblOH3c36B1IhmH70SGgm3KOCZY7ei2pwjdZRRa97/Pqo/fMrTTlt+NQsyiSaQcxO3oiimZPiBI5QeEXzPq2Roaz1f9zoj8FrdVXhszl0SJiJfarfF48mKO+ASg6+8xtAfg1rLNGRo68Y1j0xwI1ze55tQREQELidJRBRg2ZHVZzz+eccybNizEbcfeBqPV9yFZmsKzkvewmJMGrUifbHUEYiIKIQdNs6SOgIREfmBsT8KVmcEzkn4DCqZXeo4RERERERERERERDROZmckHim7G283fLNo9WHDLBj6Y/BI2d14peYa9LuVg57b5wofdv6D3XPxu7Jf4M6Dj2Nr22o43Cq4RAVerb3aZ6+BRubV2quxr2uh1DGIiLwkqNtwdearPp0zLqwLGoXFp3OO1x+P/hRd9hgAwJv1l6HHEQW1nJ+3TgR9zjA8Vn4XzM5IqaMMSqfoQWp407jm2Nc1H784+HuUGgt9lIqIiIKvhJ+IaIJLDmuBVmGGxakb9LhLVMAlKiDAjR9k/APrUz6CIAQ4JE0IuZHHpI5AREQhrNQ4GxdO+VDqGERE5GMbj2/AV12LpI5BRERERERERERERD4kQoa3G76HanM2bsl9FqXG2Z7+Tc3rUN+bjntmPDxgQfg+5/AFmc8fu3nQfrnggtMt5yLzAfJR0zpsal4vdQwiIi8C3Phx7p8Q5ofCxHRNPcpNM3w+71i12ZLwwOH7cHXGq9jSch4A0S+vmwLLLQp49tgtOGFNG/E5apkNS+J3Y3tbYHZ6PjdpK1Ryx5jOtbnUeLXmamxtOxcAH0YnIvIlFmQSEQWYIAA5uiocMswdegzc+NWMR1GoLw1gMppo6nvTpY4wLAFuqOV22Eaw4uJw1NGJiMtf7mlrU3LHPScR0WRW2TMd/W4lVLKx3dAjIqLg9N20t7G3ayFEyKSOMmrR6YWQyb65nRkWnSRhGiIiIiIi8iW5OsLrHj8RERERjU2xYQ5+eeh36OqP9fRtyNwIqysCr9VdhWtO28HM5gob9TXkghNXTXsN30r9aNx5aWQqTXkhvyOpJiHjtOd68iRMQ0S+sj71I+RHVfpl7mAryAROFmU+XnEnAAFKWb/UccgHXq+/Age65494fJy6A3cVPIYPmy7wY6pvyAUnzkveMqZzj5sz8eyxW9DSl+LjVEREBLAgk4go4EQRmKo5ccaCzJTwZhZj0riVmwqkjjAktcyGcxI/w9rkzYhQWPFi1Q04aJg3rjmTitYiqWitjxISEZHDrUKlaTpm6w9LHYWIiHxoqqYRi+K+xJ7OJVJHGbXCDX+QOgIREREREflJRFwazr5vbA+XEREREZG3rv44z9fpmjqcl7wFMkFEa18imqwpSI1o9hzvG+UC2vHqdtw2/Wlk6477LC8Nb0/n4pBcaPFUmefdiMzzbpQ6BhH50JSIE7g8/Q2/zT9NU+e3ucfn5C6Dahl3xwx1u9qX4f3Gi0Y8Pi+yEndMfxIRCiv2d428iHM8FsbuRay6e9TnbWtdib8cvw4ukeVCRET+wu+wREQ+5hYFdPfHoNMWh057HDrs8eiwxaPDHo9O+8k+h1t1xjnStfUBSksTWaVputQRBohXt+P8lI+xMnE7NAqrp/8XMx7D1tZVeLX2ap/slklERL5RapzNgkwiognE6ZbjmDkXCplT6ihEREREREREREREFACzog9DJogAgKTwtgHHv5f2FubEHMKxnlwc68nFUXMeep3aQedKDW/EfbMeQJSqx6+ZaaBS42ypIxAReZELTvwk93moZA6/XSNN0+C3uX1BLWdBZiirNmfhxaob8HWB7XBydUdx78wHoZC5sK9rPvpcEf4N+F/rUjaN6bxG6xQWYxIR+Rm/yxIR+ZCxPwr7uhagsmc6qs3ZaLMljWmeDE2tj5PRZFPfmwazM1LqGP8loiCqHGtTNmN+zH7Pjf7TnZu0DTOjj+D5Yz/B0Z7gKyYlIpqMDhtnSR2BiIh8oNQwC5ub16K8p4ALoBARERERERERERFNIpub1+KchM8wVdM46HGV3IGCqAoURFV4+rrterTZEtFqS0Jbn/fftx/4AwqiyjEv5gAK9SVj2rGJRqfDFoeWvmSpYxARefn21H8jU+vf51ynRpyAXHAGbVEZd8gMbX+s/Ckc4pk31znV8oSdUMhcAIA9HYv9FcvLNE0tciOrxnRucniLj9MQEdHpgvMdChFRiIpWmXBe8qc4L/lTAECPQ4dqczaO9uThvcZLRjxPuoY7ZNL4VJjypY4ApdCPpQlfYG3yZkwb4a6viWHtuH/Wb/FB44V4q+F7cIrKEV/P1d8HZ5/Z0xbkCqi0MaPOTURE32joTYOpP5Kr3BIRhbgolQmHDHMgQjbMSBEjXQFUCv0WA0TXN6vsKsJ1kKtYYEpERERENBG4XU44LN4P86si4yEIwfs7ChEREVEocIpK/Knqx3io8NdDLqB9uhi1ATFqA/KjKgcc63Ho8ETFz9HdH4MopQnddj2UMgeUMgdUsv4RX4NGrsRQiGC+dz9STpsFLrvV05Ypw6CMCJbF5oloNDK1x/Htqf/2+3UUMhdSw5vQYE33+7XGQiXrlzoCjcNUzQm02xNHNFaAG/NiDwAA7C4VDnTP82c0D5srbMznsiCTiMj/WJBJRORHkUoz5sYcglLmGFVB5jRtnf9C0aRQbiqQ7Np6VTfOS9qC1cmfIlJpHv6E08gEERdPfR9FMcV49ugtOGFNG9F5jbvfxMEXbvgmR9Z8rHjoi1Ffn4iIviFChsPGWViWwO+nREShLF3TgGUJn2NX+/Ihx0yNaIDJEYUeR1QAk43OnscvRffR3Z520fXPIePc6yVMREREREREvtLbWo1P7yz06rvkn1ZAkEuUiIiIiGjiqLFk4cOmC3DRlA/OOK6lLwnJ4a1nHPNJyxo0W1Pwq4JHoZC5EKM2+DIqDaLUOFvqCD5R8c5DqP7wKU87bfnVmPfjlyVMRERjoZT14+bc5yAX3IG5YBDXo9f3puOWfc8gKawV2bpqXDHtDakj0SgsjN2LA93zRzQ2S3ccepURAHDIMAd299gLJUfj5C7lCUgMbx/1uQrB6YdERER0quGWxSciIh840DXy1VBiVF1jKmIjOpUUO2RmaatxS+4zeGb+rbg07d/j/necrmnAw0X34ILUDyAgQDdwiIhogMPGWVJHICIiH/ifzL9hbfImyAf54CVbV4VCfUlQF2MSERERERERERER0di9Vf89NFlTzjhmc/NaVPVkD3l8Z/vZeLvhu7hoyvsIV9h8HZEG4RYFHDHOlDoGEZHHFemvIzWiOSDXKjXMQkNvcO6OCZxc5LzTHo8jpll4r/FimB1aqSPRKMyNOQgZXCMauyBmn+frPR2L/RVpEAKKDUWjOqPTFos/V92IBw7f56dMRET0Ne6QSUTkZ6II7B/hKioAkK6p92MamgwaeqfC7IwMyLXkghMLY/diXcom5EZW+Xx+pcyJH2T8E/NiDuD5Yz9Bhz3B59cgIqIzq+udJnUEIiLyAY3Civ/JegWrkz/FqzVXo8R48oOb6ZEV2JC1EfeWPChxQiIiIiIiIiIiIiLyF4eowp+rbsJvZ98PmSCipS8JxYYiFHcXod+twv2zH8Bh4yyYHTqkRryMyp7pqDRNR6auBovivkKZsQAvVN0IvcqA85M/lvrlTBrV5mxYXRqpYxARAQAKosqwLmVTwK73XuPFAbvWeImQodxUgLPi9kodhUZIp7RgelQlyk0zhh07P3Y/AMDmUuOQYY6/o3kpMRTi/JRPhh1n7I/Cf05cgk9bV8MpKgOQjIiIWJBJRORnDdY0dNrjRzx+mrbOf2FoUig3Ffj9GjpFD85N2orzkrcgVt3t9+vlR1Xi93N+gVdqr8WOthUABL9fk4iITup3qaSOQEREPjQlogl3z3wUB7vn4KvOs7AhayP2dCzGysTt0Cos0Cot0CnM0CnN6HFE4sXqG+Bw82cBERERERERERERUairMufi0bJfoc2WiDZbkqdfgBv1vWlo7ktBS18y9nQuhggZopUGXJr2LhqtqXiy4g64RAUSwtpRY8lEbuQxyARRwlczOZQYCqWOQESTkFpmQ7TKiCilCVEqE6KVRkSpTFiRsCNg3/urzVkoG0GhXDA5YpzJgswQsyB237AFmcnhzZ5dYQ90zUO/Wx2IaB5lphlwuBVQypyDHrc4Nfig8UJsbl4LuzssoNmIiCY7FmQSEfnZga55oxo/TVPnnyA0afizIHNqRAPWpWzCsvjPoZI7/HadwYQrbLgp5wXMj9mPF6tvQI8jyuv4lCWXI2nuek9bkPFtDhGRL/SzCIeIaEKaG3MIc2MOAQBWJu0YclyU0oTHKu4KiqLMxXe+C9H9zQdNijCthGmIiIiIiMiXNEnZWP9Co3enIJMmDBEREdEEVmocWOAnQoY36i4HIEA8ZYHsK6a9DpsrDL8r+yV6XSfvxx7tmY7fHP4topRGLIjdh4Wxe1EQVQ6FzBWolzCplAzy3ytU5X/n18i98OeetkwR2IIWoslOJbMPKLCMUpo8hZen/h0mt0sdF/85cQlCbdOGI6aZUkegUVoQsw+v1FyLM/1bmx+z3/P17s4lAUjlze4OQ4UpH7P1hwccO9aT4/U+jYiIAouVCkREfnage+QFmVFKIzK0tX5MQ5NBhSnfp/MJcGNuzEGsS9mEmdFlPp17LObHHkCO7i68WH0DDnTP9/TLVWGQq7jCDxGRr7Egk4hocputP4y78h/D4xV3Bny1z9OptHpJr09ERERERP4jkyugjoyXOgYRERHRpHXQMNernaGpwaK4L/HA4fvQYU8AAGRpq7Egdh+szghYXRHoc4VjU/M6bG5Zi4LIcsyMPoJp2nop4k9IFqcGNeZMqWP4jCJMy4UWiQLonIQdWJm43VN4GaHoG3KsWxSCatfjE71TRvXcbbBo6UtGt12PGLVB6ig0QnFhXcjQ1KK2d+ift/NjTxZkWp3hku1cXWIsHLQgs9WWxGJMIiIJsSCTiGgczrQNPAB02/U4bsn26tOrupEY1oaksFYkhp/8Oym8FYlhbWf8pZdoJLa0rIbZGemTucLlVqxI3IG1yZuRGN7ukzl9JUrVg7sKHseOtnPwSs216HNFSB2JiGjCYkEmERHN1h/G5elv4NXaa6SOQkRERERERERERER+cerOUCKuznwVzxy9FTWWLE/v5elvDFoMQP5xxDgTbsiljkFEIShC3ourM16FVtk7ovFOUYHm3pRxF9W7RQFlphmYGnEC0SrTmOd5v+kiiJCNK4s0Tr7+sxM+lzoIjcKC2H1DFmRGKY3I0VUBAPZ1LYBTVAYymkdxdxGuzvgHLA4NDnTPwzmJOwEALjffJxARSYkFmUREYySKwNGePM+OgYeNM1Fpmg4AEAQRAkScsE71jI9UmvDkvDugVYzsl1yi0TpuzsQrNdcOO06A+4w3LJLCWnB+ysdYkbAD4QqbLyP63IrEzzAjqgzPH/sJKnoKpI5DRDQhsSCTiIgAIFpllDoCEREREREREREREQXAorgvsbdzIQ50z/f0pUXUsxgzwEoNs6WOQEQh6sIpH4y4GBMAVDIHmvtSoJQ5kBrRPOrrNfclY2fbcuxsX47u/lhoFWZck/l3nB2/C4Iw/Pmn6rDFYXfHklFnCBZHjDNZkBliFsTuw5sNlw96bG7MQc/usXs6FwcylpemvlT8o/b72Na6CjfmvODpd4osBSIikhK/CxMRjdExcy5srjBP29gfjXdOfHfI8etTPmIxJvmNxaHBHypv91qBJymsBakRTUgOb/H8iVF148mKO9BgTT9tBhGzog9jXcomFOmLPb9EhoL4sE7cO+tBPPT2VLz40gFPsak2JRdzrn9O4nRERKFPhGzYXcGJiGjiC5f3SR0BJRtvR8+JMk87+1u3IXneBRImIiIiIiIiX7F2NuDA89d59S379WYIMq70T0RERBRISlk/9CoDNjWv9+o/P+VjiRJNXiXGQqkj+FTNlhfQtOdtTzuhcA3yLr5LwkREE1O00oB1KZtGfd7C2L14suIO/CT3+REVc/Y6I7CnYzE+az8HVeZcr2MWpw7PH7sZuzuW4PrslxGn7hpxjg+bLoArhIvMykwzpI5AI+AWBbTbEmBzhcHmCoNO0QOzM3LAuPmx+wEAZocWh42zAh3zFAI+bLoQWdpqnBW319PrEnnfjIhISqH7joWISGI72lZgTfInnnaW7viQY8PlVq+xRL727LFb0GFPAABo5BZck/l3nJO4c8C4P1be6lWMqZLZcXb8LqxN2YypmsaA5fU1mSAi3b0LHRUHPX2ufquEiYiIJpZ+t4oFmUREk1yEXPr318b6EnQf3e1pT1k6+EqlREREREQUelx2KzorBn6uQURERESBlaBux+bmtQP6X6m5FqWG2VgSvxtzYg5BJXNIkG7yaLKmoMseJ3UMn+ptr/V6zx8Rf/pi8kTkC5emvYswuX3U5ylkLpyT+Bn+UHk7fjXjUShkrgFjXKIMpYbZ2Nm+HPu75sMhqjzHksObMUd/CHqVATHqbsSouqFXGRCp7BlxBlN/JLa3rRx19mDSaY9Ha18iksLbpI5CZyATROxsX453T1wKYPBtXNUyG2ZFn9wdfG/XwiAoFBZx5bR/efWwIJOISFpS/2QgIgpqbvHkG+3Tdwu0udTY07kYl6e/4elLCmuFRm5Br0s7YJ41yZ8gQiH9biI0Mb3TcEysbd8AACAASURBVCmKDXMAAHNjDuD6rJcRozYMGPdh07ewu3MpACBW1Yk1yZ9gVdI26JSWgOYNnNDZ5ZOIKNj1u1XQQPpCHCIikk44f6clIiIiIiIiIiIimvCa+lJxamGCRmFBfmQFLE4tTlin4i/Hr4OrWo65+oNYHL8Hs6NLBy3aofEpNc6WOgIRhaDEsFasStw27DinW46WvmQ09aWiyZqKpr5UNFtT0NyXgn63Gn+vvQY/zNroGX+idwp2ti/HrvazYXToB8ynEBz4ef4TmBLRNK78m5rXod+tHtccweCIcSYLMoOcoT8al6W/BZ3SjFdq/mfQMbP1pZ4FKPZ0LA5gusHNji7FzOgyrz4WZBIRSYsFmUREZ7CvawG+7FyEm3Of87p5+FXnWXC4lV6r98gEEVm64yg1FnrNoZT1Y33KRwHLTJNLqWEW3m74LjRyC67NegXLE3YNOu6IcQZeq70KubqjWJeyCQvj9kIuuAOcNrDSNfW4JfcZHDHNxBHjTHTa46WOREQUsvrdquEHERHRhBYMO2QSERERERERERERkb957xJ1XtIWXDHtjQGjep0RMDt06LDHIzm8NVDhJo0SQ+Hwg4iITnNZ2ptnLJL/qGkdPm1djda+JLgxdCHXJy3nI0HdDoXMiZ3ty1FjyUKm9jjuKngMFqcWVeack396cmB1aXDp1HfHXIx5qLsIR3vy0NUfi/1d88c0R7ApM83A6uStUsegM9jTsRjLEj6H2aEbYoSIC1I/BHBy59ZyU0Hgwg1CgBvXZr7i1VdrmRYUhaJERJMZCzKJiM5gc/NaVPQUoM8Vjp9NfwpqeT8AYEfbCsSougfsnDlYQeaqxG2IUvWAyNe67DF45uitmBNzaMhdMQHA2B+Fg91z8WDhvcjS1QQ4ZeAsnKvH0w998/9fQpwayxK+wLKELwAALX1JOGI8WZxZbiqA2RkpVVQiopDT72JBJhHRZNLrjMCXnYuQFNaKpPBWxKq7ES6XfofM7PW3wb7kck87NneJhGmIiIiIiMiX1FGJKNzw9Gm9wqBjiYiIiCgwZHDhvOQtgx7TKKzQKLiQnz843ApUmPKljuFzKQsuhiZ+mqetTcmVLgzRBJSuqcPShN1DHt/fNQ9/r712xPP9o+5qACcLwS6e8h98L+0tT7Fnob4UALCpeS12tK3ARVPeH3Puyp7peK/xkjGfH4zKTDOkjkDDaLMl4qXqHw1ZBLwgdh/yIo8BAL7qOuuMBcyBMCv6MFIjmgEAPQ4dXq+7AtvbVkKETNJcRESTHQsyiYiGUN+bhoqek6uaFBvm4OGye/CLgt+jxxGJip4C5EVWDjgnW1vt1ZYLTs8qKUS+5HTL8VL1j3BN5t9xdsLnZxwbrTLhmsxXA5RMOvk5kcjPGbrIMjm8FcnhrTgv+VO4RQH1vek4YpyJw8ZZONqTB7s7LIBpiYhCC3fIJCKaXDY3r8VbDZd52mqZDQlh7RImOil14cT6MJaIiIiIiL6h0uqRueYmqWMQERER0SkWxO5DrLpb6hiTzkR9hiU2dzFic7mTF5G/XJH++pDHTvROwbPHbhn1nHHqDtyc+xzyowY+KwsAFocWN+X8+Yy7cg4nS3t8zOcGqx5HFOp705CuaZA6Cg2hwx6Pg93zBj0mF5y4Mv1fnnYw7EK5JvkTON1yfNxyPt5p+A6sLo3UkYiICCzIJCIa0sfN53u1j/ZMx4OH70WW7uQvgH3OcGxrXYlIZQ+0Cgt0SvOAB1SXxX+O+LDOgGWmyaPcVIAbc16AXmWUOkpIkgkiMrR1yNDW4cIpH8LpluOYOdezg+ZxSxZcIt8mERF9zeFWSh2BiIgCxPb/2bvv8LbKu3/876MtWbZlea/EK3acZWeSPSAECAmEvSnrAXpRCmW0tIX++n1KW1rKakkLbRnlYW9CCBAghJBBEkjiLNuJ7TjeS7Jla6/z+8ONEscjXvKx5PfrunzF933uc/QWI07O0ef++NT4tO6CLnMuvwbV9nESJSIiIiIiIiIiIiIiKZyX8rnUEcakotYCqSMQUYjJjzqM6cZ9PR7r8OjxePGDcPq0A7rmwvhvcUv2i9ApHL2umR+/PdC1b7BOfB433Lx1/Crcnfs3aBVOqaNQD5qd8b0eOztxE1J09QAAsysGJe0TRypWj+LVTZAJfvx8759R50iVNAsREXXFSgMioh5YvRHY2ryw23ylLROVtkwAQJV9PP5Zdkev1xDgx0Vp64KWkca2aTEHpI4QVhQyHyZFF2NSdDGuHP8O7F4titvzAx00a+xpAASpYxIRSYYdMomIxo4v6s+F1RspdQwiIiIiIiIiIiIiktA43XFMii6WOsaYtL9tmtQRiCikiLgm440ej/hEGZ4puQdNzsQBXXF+3Db8JG/tGdcNtRgTAGLVZkQr22DxGIZ8rdFkj3kmfl30e9yX/yTSdLVSx6HTtLjiepzXyB24fNy7gfFO01kQIRupWD1q90Thz4d/IWkGIiLqGQsyiYh6sLlhKdx+dZ9rkjT1sHkj0OGN6vH47Njdw/IXTiLqn+Kj7di87WRH2oQ4NS5bNbgdgXQKB2Ya92CmcQ8AoM0djUNtk3HAMhUH26agxdX7DklEROGIBZlERGOD26/E+tpVUsfoVe2uD+Fqqw+M4/KXICp9koSJiIiIiIhouLitrajZ/maXuczld0CQSfuhNyIiIqKxqtUdg98deBgxqtYuXym6OoyPqJI6Xthqc0ejyjZO6hhBYSrdDsvxosBYn5KHhClnS5iIKDzMNP6A3KijPR77v4obcNAydcDXjFK2DzXWgGTry7GndeaIvuZIqHOk4tf7fo87JjyP+fE7pI5D/2X1RMDh0/V4bHXqx4hWnfzvf0fzvJGK1SuXXyN1BCIi6gULMomITuMXBWysX9HnGrngxYOTHkeiphFFrQX4tnkRvjfNgldUBtasSf8w2FGJ6BS79rTi3kdO3ridVRAz6ILM0xlUFixI2I4FCdsBAA2OxED3zMOWSb0WZhMRhQsWZBIRjQ1fNywb1bvPlm14BubS7YFx4W1rWZBJRERERBQmXJZGFL10b5e5zOW3S5SGiIiIiDq8UThkmRIYp2prsCJ5IwrURX2c1ckvCrB4oqGVO6CRu4IZM+ysq7lI8k5cwVL3/TqUrX8qMB63+AYWZBINkQA/rh7/Zo/Hvm5Yis/qLxjUdZUyz1BiDVhWZEVYFmQCncV0fy39KY52TMB1Ga9BIfNJHWnMa+6lGUeMyowLUz8JjFucsTjaMWGkYhERUQhiQSYR0Wn2mqejyZXY55oVyRsD3S9nxu7BzNg9sHoj8F3LXHzbtAgauRNZ+mMjEZeIJJCkbUSSthHLk78CAByzZmCXaQ4+qL4EgCBtOCKiIGBBJhFR+PP65VhXe5HUMYiIiIiIiIiIiIhoFJlmKMLFaR9hsuFwv8+RCSJiVG2odyShzpGCVlcM3H4VciLLeu3iNtZ5/Ao8d/RObGteKHUUIgohixK+RXpETbf50vZc/Lv8tkFfVyHzDiXWgGXry0f09UaegE/rVqLCmoV78p6BUd0qdaAxrbeCzMvHvdtlI4nvWuaG7SYJREQ0PFiQSUR0ms/rz+vzeJTSgsvHvdttXq+wYXnSV1ie9BW8fnmw4hHRKJSpr0SmvhJ19hTsNM2VOg4R0bBjQSYRUfjb0rQYJlec1DGIiIiIiIiIiIiIaBRpciYgVm0a1LnJ2gYkaxsAAJsalqHRmciCzB50ePR4ovh+lLTnSx2FiEKIQvDginHvdJtvccXiyeL74BMHXyKgkrmHEm3AsiPLAYgI90YIpe0T8ct9f8TTM++FVuGUOs6Y1eLs/kw8VVuDZYlfd5nb3jJ/pCIREVGIYkEmEdEp6uzJ2N9W0Oeaq8e/iQiFvc81CplvOGMRUT8kJqixeO7Jvyzn5uhHPMNN2S/jYNsU2Hwj/9pERMHEgkwiovBxz/dPQy74EKnsQKSiA1HKdkQqO7C9efQ/UDKML4BMdvJ2psaQJGEaIiIiIiIaTnK1DnH5i6WOQURERESnaXAm4zf7/xc/n/Rn5EQOroPZXnMh9rUW4r78p4Y5XeirdyThT4d+gQZnstRRgi4iIbPLn/n1KXkSpiEKfecmf4F4TUuXObdfiSeL74PFYxjw9RI0jWhyJgIAlIJnWDL2V5SyA3HqFrT00rkwnFg8BuwyzcGSxC1SRxmzeuqQeU3GG5AJYmDc6EhAhTVrJGMREVEIYkEmEY15Hr8CtfZUVNvTsaWp7we9WfpyLE3cPDLBiGhAzl+WhPOXSfuB7BhVG67NfB3/Krtd0hxERMPN7WNBJhFRuJALPtQ5UgGH1EkGruDmp6WOQEREREREQaKLG4dFv/lC6hhEREREFCAiTt2CbH05JkQehQDxzKf04LAlH/8sux1/KPzVMOcLfSWWPDxRfD86vFFSRxkRWefegaxz75A6BlHYmGo40G3uYNsUVFizB3ytObE7cWn6+3ho358AAAqZd8j5BipbXz4mCjIBYGvzQhZkSsQvCjgv+XOoZS5sajwb7Z5o5EcdxqzYH7qs29EyD+HesZWIiIaOBZlENCaJIvBq5fXYZy5EvSMZfsj7dd5NWS932QWFiOh05yRtwtamhShunyR1FCKiYcMOmUREo4dfFNDmNkAm+GFQWQZ8foyqtbMgEwAgYmJUCUra84c3JBERERERERERERGFFK3cjmx9OXIiywJfg7kHfaqyjmw8fvhB3JT1MmJUbcOUNDxsa5qP547eCY/I57BENDj/LrsNfyj8VZffq0vaJw74OqtT1+GajDdQ7zjZqVclcw9LxoHIjizHTtPcEX9dKRxsmwKzKwZGdavUUcacjfUr8HLFzYGxAD+uz3y127rtLfNHMhYREYUoFmQS0ZgkCMCU6IP4pHYVAGCc7jiuyXgDx6yZOGbNRIUtCyZXXJdzFid8g9yoo1LEJaIQ8z85/8Iv9v6JN86JKGywIJOIaPSQCSKM6lY0OhOwrXk+LO5oZOkrkBt1pF8bCBn++6GXzIgKXJf5GqYYDuG+H544pUiTiIiIiIiIiIiIiMKdAD8mRB7FnNhdKIgpQqqudlg3qa+ypeOPh36JiVEl7AJ2mverLsE7VVdAhEzqKEQUwszuWPy19Kf49ZTfQy74AQDFlv5vwiqDD7dkv4jlyV8BAPziyd+TlDLP8Ibthyx9xYi/plREyLC9eT5WpX0idZQxx3DaBhFz475DdmTX//Zq7Smoso0byVhERBSiWJBJRGPWdOM+zDLuxvfm2dAqHJhu3Ifpxn2B4+2eyM7iTGsWKq0ZuCbjDQnTEtGZOBw+dNi8gbFCLsAYI00BUYquHpekf4C3q66S5PWJiIabx6+UOgIREZ0mUdOERE0TvH45drachSeL74NS5kFhzD4UxBT1unN5TmQZZsTswXTjXhS356PSOh5TDQdCoiDTbW2F6Dv5AFihjYRcpZUwERERERERDRe/zwuP1dxlThUVD0EQJEpEREREFN5EyHCkIw9HOvLw1vGrYFC1IUbVCqPajBhVa5cvo8oMo9oMjdzVr2vXO5Lw+4O/hsunxtlJm7DPXIAObyQ6PJFQyLyYZtiPJG1jkN/h6OQTZRivP46liZux2zQbVm+k1JFGjNdphc9lD4xlSg2UuigJExGFpmhlGyyeaAACDlsm443Ka3B95mtw+5SosGb16xpauR33TnwaBTH7A3MjWZDpFwVYPNEwu4xodceg1R0Du1cX1Nccbb5tXsSCTAkYlCcLMhWCB1dnvNltzY6WeQB4P4qIiM6MBZlENKbdmPUKitoKIIO/27EoZQcKYvZ3+UsnEY1eb6+rwe0P7AmMZxXEYNv6pZLluShtHZpcCfimcQl3NSSikMcOmUREo5dC5sOChO1YkLAdNfZUfFm/HK8cuxGJmkYUxuxDYcw+5ESWBXY2vyDls8C5dfYUPH74QYTKA6Udf7kU5tLtgXHhbWuRec5tEiYiIiIiIqLhYmsow5cPFHSZW/OaHRDkEiUiIiIiGjs8ogrNrgQ0uxKAjt7XaeQOxKhakaypx8ToEkyOPoRM/bEunTVbnLF49ODDsHgMAIAnih+ARu7AWbE7sTBhKyZHHxrWTpyhRi74MdO4BzONe3DcNh5W69gpyCx+71GUrX8qMB63+AbM/PG/JUxEFJoWJmzFgbapqLKNBwCsr12FCZFHoVdY4RPPXBYQq27BLyb9CeMiqrvM+0/5fJtS6CzIdHg1sHkjEKcxDeM7AGSCiBhVG2JO6VZochmxoW5l4OdHuDtuG48qW3q3fw8UXKd2yDw3+Qskapq6rdnRPG8kIxERUQhjQSYRjWkJmmasSfsQhy2TpI5CRGFGIfPhzgnPY0nCN3ih/FbU2NOljkRENGgsyCQiCg1pulrclP0fXJPxBra3zMeX9cvxfvWliFR0YFrM/kD3zChl5ydqVqeth1+U4Y3j1yBUijKJiIiIiIiIiIiIKPjkgheJmkYkaRuQrK1HsqY+8H2s2tzjOW3uaDx68GGYXHGQC52dMBcmbMUs4/dQy90j/A5Gt6PtOaiwZksdg4hC0Czj91AKnkBBJiDgH0d/jPsmPoG78/4Kr18Br6jAu1WXo9Vt7HJulr4cD056vEsh5AmndsissGbhu5a52GWag9mxu/GTvLXBfEsAgGp7+pgpxuwkYGvTQlyb+QYAoNGZAKPKDKXMK3Gu8BalbAcA6OQ2XJL+QbfjVbZ01DrSRjoWERGFKBZkEtGYtzrtY7S6Y6SOQURhKj+6BI8VPoT1tavwfvWlcPvVUkciIhowFmQSEYUWtdyNZYmbsSxxM45ZM/Bl/XJsbV6Ibc0LIcCPLH0FCmP2YbpxL1anfQw/ZHjr+FVgUSYRERERERERERHR2Jamq8a9E59GirZuQJ0srZ4I/P7gr9HgTMZUw378JPdZRKvag5g0tH1Wf77UEYgoBEUq2pEXVQqF4MWHNZcE5p0+LV6uuBm/L/g1tAonAOD1ymu7nDvLuBs/yXsWGrmrx2uf2iHzverLA9//YJ4Jj18R9ELBz+vOC+r1R6OtzQuhkTuxyzQHlbYMrEn7EFdnvCV1rLB03DYO3zYtwrbmBQCAi9LWBTYxPtWOFnbHJCKi/mNBJhGNeSqZB1eOf1vqGEQUxhQyH9akf4T58dvxYvkt2Nc6XepIRNQHjdwBp08rdYxRhQWZREShocOjR6UtAw6fFiqZG2qZCyqZG+enfIZzk7/ALtMcfNu0COXWHJRbc/Be9eWIVLSjIKYI4yKqTtlJl4iIiIiIiIiIiIjGohp7Ol4svwX35z+BCIW9X+c4vBr88dAvUW0fBwC4LP09FmP2oc0dje9a5kodg4hC0HTjXsgEEdmR5YhWtnXpKFnnSMVzR+/Ez/Kfht2rhc2rDxy7MGU9rst8rc9C+xMdMpclbkKCpglvHb8aAODw6bC/bRpmGvcE6V0BDY5E7GstDNr1RyuzOxZvV10VGH9cuxrz4ndgfESVhKnCz1vHr8QH1ZcGxrGqFqxM2dDj2h3NLMgkIqL+Y0EmERHQ404nRBRarro4DSuXJwXGCvno6+6ToGnGQ5P/hJ0tc/Cfih/B7I6VOhIR9SBB08SClNOwIJOIKDREKq2YajiIOnsyStvzUNI+EaXteWhwJqG37pcd3ihsbV40skEHad4D70P0n9x9V6HR97GaiIiIiIhCSURSDlY+X9N1UpD1vJiIiIiIguqwZTIeKfodHpr8GBI0zX2udfuU+PPhn6PcmgMAyNaXYWJ06UjEDFlfNiyHTxx7H93Nv+xh5K6+PzCWKdQSpiEKTTONPwAAZIKI6ca92Ny4rMvxnaa5+LhmFabF7A/MZUQcww1Zr57x2qIoQC1z4qrxb8GgsiBVW4u1R+6Cy6/BrpY5QS3I/Lz+PIjgPQCfqMDzR+/AowUPD6hLNfXO65fjq4ZzusytSN4IldzTbe0xawYanMkjFY2IiMLA2PtbHREREYUljUYOjUYudYx+OStuF6YZ9uPtqivxed158CM0chONFYmaRhZknsbtY0EmEVEoSdHVI0VXj2VJmwF07rZd2p4XKNI8bhsfkh/2UOljpI5ARERERERBIpMroI6KlzoGEREREf1XnSMVjxT9Dg9Oehw5keU9rvH65Xiy5D4Ut08KzF2Y+slIRQxJPRWGjBUKjZ4bLRINgVJwoyCmKDCeYdzTrSATAN6ovAbAyWK+ans63D5ljwVop/JDhovS1sGgsgAA5sTtRqL2N3j88IP43jQLXr8cCplveN7MKbx+OXabZg/7dUNVhTUbB9umYFrMAamjhIXdptlo90R3mdPInT2uZXdMIiIaqND75BURERFRGNAqnPhR1itYnLAF/y67LbBbJBGNLL2iA1ZvZGAcobAiUdMoYaLRiR0yiYhCm0FlwVlxu3BW3C4AgNOnxtGOCZ0FmpaJONoxAS6/RuKURERERERERERERDSaWDwG/O+B3+Anuc9iTtzuLsf8ooC/ld6Nfa3TA3Nx6macFbcTQGeBjQgBSpm3y3nBKugJFa8cuxGtbqPUMYgoBE02HIJG7gqMpxn2Y2JUMWJUrYhVmzq/VJ2/xqmbUWNPxzdNS+ETFSiz5mBSdHGf149WWroV1Y+PqMLvC36NJ0vuwyHLZBSc0nlzuChkPjw7+25YvRFodsZ3frk6f21yJXT+6kwYU88y03Q1UkcIG5saz+732h0tLMgkIqKBYUEmERERkYQy9ZX4XcEj+KL+XLx5/Go4fDqpIxGNKWfF7sRXjcsD42x9Oa7NeB3RSgverroSHhYiAmBBJhFRuNHIXZhqOIiphoPw+uUo68jBxvoV+K5lLru3ExEREREREREREVGA26/GUyU/w3WZr2HVKYU6zx29EztNc7uszYksw77WQkQrLYhTtwS6rJ1g92qhELwAxl5Bpl8U8M+y23vsZkdE1B+Tog93GWvkLvx22v/rdf0dE56HXPBhU+M5KLbkn7EgM1VX1+N8tKodj0z5HY52TBh46AHQK2zQ623I1Ff2eLzdExko1mxydhZq1tjTunRpDgdGlQlGdavUMcJCozMBB9um9Gvt0fYcNLsSgpyIiIjCDQsyiYiIKCx89nUDnvj70cA4N0ePtX+c3scZo4dMEHFeykbMiduFVypu/O9uS4LUsYjGhHnxO7Cp8WyIkAEAsvQVkAkiVqetxwzjHjx39E4c7ciVOKX0PH6l1BGIiGiYWL0RONKeiyPtuShtz0O5NRtuv1rqWP1S9NK9aK8+FBjnXHgPkmeukjARERERERENF3tLFX74+61d5hY+/BkEGTeNISIiIpKaCBlePXYDGh2JuCn7ZbxScSO2NC3ptm5h/FbMNO7p8RoevwId3kgkapqCHXfU8YkyrC29C9tbFkgdRVIVXzyP2h3vBsYJBSuQd/GDEiYiCi1+UTag9TJBxG05/4Zc8KGkfeKQXlsh8yE/umRI1xiqKGUHopQdyI6s6DL/RPF92G2aI1Gq4Tch8uiZF1G/fN2wLPB5sDNhd0wiIhoMFmQSERFRWGhscmHLdy2Bsd0RejsqxqjacM/Ev2Jp62a8WH4LGp1JUkciCnMisvXlSNQ0osGZDKCzIPOEVF0d/t+0/w8balfiraqrxnS3THbIJCIKXY3OBJS25wW+au2p/X7wNNq0HS+CuXR7YJy24CoJ0xARERER0XDyuexoKd4idQwiIiIi6sMXDSuwv21ar59lqLWnYlbsDz0eq7BmIS/qSDDjjUoevwLPlNyD782zpY4iOVvTsS5/5tfFj5cwDVHocfo0Az5HJoi4JftFvHn8anj9cihkofd5ujP58YR/oMo2Lmw+Z5cTWSZ1hLDgE2XY3Li0x2NiD40yvmuZ28NKIiKivoXmp6+IiIiIwlhBzH48PuNBXJr+HhSCR+o4RGErVm2CVuHE+IjjgblTCzKBzpvTq9I+wZ8Kf4HcyNKRjjhqsCCTiCi0tLmjccyaga8azsa66ouwvXk+9rdOQ409LWSLMYmIiIiIiIiIiIhIen0VvNQ6UnucL7ZMRLquOliRRi2nT42/HH6AxZhENCxcfvWgzhME4Orxb0IQxGFONDroFA78bOJTUMrcUkcZFuyQOTx+MM9EmyemX2tLLHkwu2ODnIiIiMIRO2QSERERjUIqmQdXjn8Hydp6rD3yE6njEIWlNG0NACA9oho7TXMRrWxDnMbU49oUXT1+O+23Y7ZbpldUwC8KkIXpDXoionBjUFlgUFkQr25GgqYJx6yZMKjaUGnNQKUtA+hh108iIiIiIiIiIiIiosGaHbsLWrkDn9adD5XM3eXLqDZDp3BIHTHoLO4o1DpS0eKKw5f1y3HMmgmPOLaeKxNR8AymQ+YJggDI4R/GNKNLhv44bsp6Gf8qu13qKEMiF7zI1B+TOkZY2NRwdr/X7miZF8QkREQUzliQSURERGFhzowYPPNoQWCcEDe4XcFGm/nx2/Hm8athcsVJHYUo7KTqagEA1bZ0AN27Y57uRLfMGcY9+FXRH+D0aYOecfQQ4ParoJG7pA5CREQDoFfaMNVwEFMNBwNz9Y4k/F/FDdjTOgOhVpiZs/IeuOZfFRjH5s6XMA0REREREQ0ndXQiCm5+5rTZ0Po7CxEREdFYlaarxv35T0odY8Q1OhLg8qvhE+XwiXJEKGyYFF2Mv5bcjSMdeVLHG3VSZl+MiPiMwFifkitdGKIQNJSCzLFAQOhsMJ6lL0eyth4xqlYYVebOX9VmxKpMUMvDo9OnlFqcsShqLej1uHjK/Sa/KOC7lrkjEYuIiMIQCzKJiIgoLORPiEL+hCipYww7ueDHBcmf4tXKG6SOQhR20nQ1sHl12GOeAeDMBZknpOjqkRFRiZL2/GDGG3VYkElEFB6StQ34+eTHsddciFeO3Yh6R4rUkfotdc4aqSMQEREREVGQqPQxyFpxp9QxiIiIiGgQLkpbJ3WEoPP4FXD4k2olHwAAIABJREFUtJ3Fl345/JAhVm2CQubrsq7EkoftLdxMsCexufMQm8suZESD5fKHR3OCYFlfu0rqCP020/gDLhv3vtQxwtbXjcsgQtavtYctk2DxGIKciIiIwlX/ftoQERERkWTOTtoErdwudQyisJOmq8F3LXPhEVUAgKzIMxdkevwKlHVkI1N/LNjxRh2PXyl1BCIiGkbTYvbjvOTPIcAvdRQiIiIiIiIiIiIiClFx6mYsiN8mdYyg8frlcPk6nydHKTsQo2pDnMaEBE1zt2JMvyjg5YqbwE7vRBQM7JDZu+9NM1HnSJU6Rr99Vnd+4GcLDS+/KGBz49J+r9/Rwo0CiIho8FiQSURERDTK6RQOnJ20SeoYRGFGRJquBt82LQqMs/XlfZ7h9ivxRPH9EEUBGRGVQU84miRr6hCjapU6BhERDZPdpll4cM/jeLni5n7vDkpEREREREREREREdLqJUSX43jQL7Z5IqaMEhULmg1ruhlLmPePabxqXoNKWOQKpiGgscvnYIbM362oukjrCgHR4o7Cp8WypY4Slfa2FMLnj+rXWJ8qwq2VOkBMREVE4U0gdgIiIiGg4FB9tx+ZtLYFxQpwal60KnZ2vzuSC5E/xWd358In84xvRcIhRtcLq1aO0PQ8AYFSZYVBZel3v9ivxxOH7UW7NRnZkOdRy10hFHRXOT/kMMkGUOgYREQ2DI+0T8GndBWhwJEkdZcBqd30IV1t9YByXvwRR6ZMkTERERERERMPFbW1FzfY3u8xlLr8DgoybyBARERGNVqnaGkyIPIqphgPQKRxSx5HcnLhdMLuN2FC3EjavXuo4o46pdDssx4sCY31KHhKmsCCJqL/YIbNnR9on4EhHntQxBmx97Sqcm/RFt27LNDRfNZzT77UH26agwxsVxDRERBTu+Il+IiIiCgu79rTi3kdO3ridVRATVgWZcRoTzordie0tC6SOQhQWTnTHPNEVLEtf0etavyjgL4cfwP62AsyL2w6Z0NldUyVzwe0P/x0IIxRWLE3cLHWMARPFzgcSVq8+8GXzRsDqOTl2+dS4IfP/oJJ7pI5LRDRicqOO4jdTf4d2TyR2m2ZjV8scHLRMCYmNP8o2PANz6fbAuPC2tSzIJCIiIiIKEy5LI4peurfLXOby2yVKQ0RERET9cXP2S5hiOCR1jFEjQmHHZePex8qUDfi8/jx8UnshCz1OUff9OpStfyowHrf4BhZkEg2Aawx8PmUwQq075gkmVxy2NS/AksQtUkcJG2ZXDPaap/d7/Y6WeUFMQ0REY8Ho/6QVEREREQEAVqWtx/aW+QAEqaMQhbwTBZkn9FWQ2eGJxP62AgDAtJj9AACbNwKiODb+X1ye9CXUcrfUMQZkS+MiPF92R7+Ki5K0DbgwdcMIpCIiGnlunxL726ZBJXNDLXdBJXN3fi9zQSV3Y2H8VpyTtAk2rw57zDOwyzQHRa0FY2LDASIiIiIiIiIiIiIamkRNo9QRRiWtwok16R/h/JTP8GX9cnxcuxoWj0HqWEQU4sZSh0yHVwOtwnnGdXX2ZPxgnjkCiQZPLXPi7KRN+KZxCey+iC7HPqq5mAWZw2hz41L4Ie/XWq9fjt0ts4OciIiIwh0LMomIiIhCRJb+GCZFH8Zhy2SpoxCFPLtXhwZncmCcHVne61qb98QNUREFhs5OvN80LoFHVAUz4qggF7w4L/lzqWMMSn87vX1YvQbnJH0FjdwV5ERERCNPJfdgU8PZ2NPa+4NIAX4oZZ5AkWakogMmtwrcBISIiIiIiIiIiIiIeiMXvIhVm4Z0Da9fDoXMN0yJRh+N3IVVaZ9gRfJGfNV4Dt6rugxWb6TUsYgoRLl8Y2NDVZPLiE/rLsD1ma+dce362lUQIRuBVIPn8mtgULbh2dk/wVcN5+DTugtgdscCAOocqdhlmo05sbslThkevm5c1u+1RW0FsPn0QUxDRERjAQsyiYiIKCwkJqixeG5cYJybE55/Yb4w9RMWZBINUaKmAX7x1BuyYp8dMk8UZKbrqmFUtwIAvmxYHsyIo8b8uO2B9xxKFDJvv9d2eKPwWd35WJP+URATERFJ50fZ/8GBPVPh8fe8kYAIGdx+dWdXzP7/9ikJw/gCyGQnb2dqDEkSpiEiIiIiouEkV+sQl79Y6hhERERE1E8RCht2NM9Dm8eAVG0tCo1FAzq/2RkHp0+D9IiaICUcPWSCHxZ3NOxendRRJBWRkNnlz/z6lDwJ0xCFHo+ohE+UQS74pY4SNHX2ZPzh0K9wxbh3zri2zR2Nb5sWjUCqofuwZg2WJX2N1WnrcUHKp9jWvAAf165GjT0d66ovYkHmMNjfOhXNroR+rRVFATua5wU5ERERjQUsyCQiIqKwcP6yJJy/LPw/kD3TuAcp2lrUOVKljkIUkmTw4Y4Jz+PJ4vsCc/HqZkQqrT2uN7mMgYLMgpjOh4j7W6d26a4ZvkSsTN0gdYhBUQgDqyj6uHY1ViRvhE7hCFIiIiLpJGqacF3Ga/iuZS4ABDYl8EMGiEC5NRsiBGREVEKACBFC4Jj/vzvKnjjH5o2AxWOQ5o0AKLj5aclem4iIiIiIgksXNw6LfvOF1DGIiIiIqJ/aPdH425GfQiVz4YkZ9w/o3MOWfNTaU3Fu8pdBSjd61DuS8LfSu1FhzZY6iuSyzr0DWefeIXUMohAmwOVTh+3nGso7svDYoYdg9+kwK/b7bsftXm2X9/5Z3fnwiD1vSDvaOHw6vFd1GW7OfhkKmQ9LErdgSeIW7DFPx8c1q3GwbTKmGA5JHTOkfdVwTr/XevxK/GCeGcQ0REQ0VrAgk4iIiCjErEzZgH+X/4/UMYhC0pr0D2H16mH1Rgbm5sXt6HGt1ROBEstEQABStTWYZey84TtWumNOij6MTH2l1DEGRSnzDGi9zavHJ7UX4orx7wYpERGRtM5P+Rznp3ze47G7dj+LjIhKPDjpL31ew+7V4jf7/1fSgkwiIiIiIiIiIiIiGl0uTvsI8ZqWfq//quFslHXk4I4J/+zxuNcvh0LmG654I6LFGYsOb2S3Z6tf1C/Hq8euh8uvkSYYEYUdp08TlgWZB9sm44ni++Hw6TA9Zg8iFPYux71+Of5S/AAenvIoZIIIp0+NL+rPlSjt4HzZsBznp3yGZG1DYG6GcS9mGPfCNsY7KPflsCUfk6KL+1xjcUfhe/Osfl9zb+t0OHz8Z05EREMnkzoAEREREQ3M4oQtiFJapI5BFHJy9Edx2bj38G3TosDchanrcW3mGz2u/7BmDVJ0dfD6FViU8C2yI8thdsWMmV3SZPDD4Q3Nh4MK2cA6ZALAhrqVsHoigpCGiGh0S9bU48asV/pc4xNleLrkXtTY00coFRERERERERERERGNdomaBpyX8jk6PPozrvWLAl4qvwnfNi3Crdkv9LjG5DKi0Zk43DGDqsSSh1/u+yN+ue8x3LHzOTxbehe+aVyMxw8/gBfKb2MxJhENK5dfLXWEYXekfQL+dOgXgQK5uXHfdVuzr7UQhy2TsblxKYDObog235l/9owmPlGB145d1+Ox0wtQxwqPXwGrN6LHP0c4fWr8q+w2PFNyzxmv803TEvjE/vcoK23PG1BOIiKi3rBDJhEREYUFh8OHDtvJAhyFXIAxRiVhouBRyT1YkbwR71ZdIXUUopChljlxV95aOLxa7DVPByDiinHv4LJx7/e43uyKwebGpbgm4w2k6mqxsW4FlDIvvm5cNqCbeKHsoGUqHi56FA9NfmxAu9qOBgph4AWZDp8OH9euxjUZbwYhERHR6HV95qtI1DT1uebl8puwv61ghBL1zm1theg72QVZoY2EXKWVMBEREREREQ0Xv88Lj9XcZU4VFQ9BECRKRERERERnckn6B/jzoZ/j7ry/IVJp7XWd1RuBZ0ruQZMzAY8WPNylA6bNqwsUonxYvQY3Z78U9NzD5evGpXih7FZ4RSUAwOIxYGvzImxtXnSGM8cmr9MKn+tk0ZFMqYFSFyVhIqLQ4/SFX5F3WUcOPOLJz/h9b56FXaY5sHr1SNHW4Y4J/8T25vkAgLeOX4U5sbuwoW6lVHGH5HvzLBRbJiI/ukTqKMPK65fj9cpr4far4Par4PKp4fErT4796sD3bp8q8L34375iOrkNz511J1SyzufAJZY8/OPoj9HoTEK8uvM5tl8U0OhMRL0jOfB1S/aLkAkiNjWcPaC8IvuZERHRMBkbnyQmIiKisPf2uhrc/sCewHhWQQy2rV8qXaAgW5G8ER/VXAyPPzyLTomG241ZryBZ24CN9efCJ8rxo6z/4IKUz3pd/27V5UjV1UIu+GF2GaGQeeEXhQHfxAt1Tp8GuhDciU8p85x5UQ8+qzsfGRGVyI4sR7y6Gfy8HxGNBRn6430et3ojUG7NHqE0fdvxl0thLt0eGBfethaZ59wmYSIiIiIiIhoutoYyfPlA141g1rxmBwS5RImIiIiIqC+p2hp8VHMxmpwJiFWbel1XZ0/G44cfRLs3Cr+b9ki3ws13qy7Hj7JewWFLPto9UZAJYrCjD5lfFPBa5XX4pPZCAHyg2F/F7z2KsvVPBcbjFt+AmT/+t4SJiEKPyxd+HTKt3q7dEXeb5gS+r7Gl4UdZ/8EP5pkAOgvfHz34MEyuuBHNOHwEvHrsevy+8GGpgwwrhcyHvebpqHemDOp8uy8CP5hmYmbsD3jr+FXYULsyUDRp8UTjvh+eQKMzsdsG+pekf4AGRxIanMlDfg9ERESDwYJMIiIiohAUpezA4vgt+KpxudRRiEa9WcbdOCdpEwBgW/MC3DHheUwz7O91fZ09GZsbl+KC1E8BAN82LcLcuO+wxzwDJneo3tQdOAF+3Jn7XGBH2lAymA6ZAODya/BM6b0AgEhFO7IiK5Clr0C2vhxZ+goY1a3DGZOIKCToFTY8WvAwnjt6J+ocKWh3R6HJlSh1LCIiIiIiIiIiIiKSUK0jFYCAJE19r0WURa3T8EzJPXD51fjV5D8gRVff5bjHr8DG+hVYkbwR/6n4EZYnfRnUzA6vBlqFc8jX+Fvp3djTOnOYUhER9V84dsjs8ET2eszm02N97Sq4/Cffd6UtcyRiDZKIJQnf4Ky4nfio5mKUtk/stqLcmoNtTfOxIGF7D+eHronRJYMuyASAj2tX492qy1HrSOsy7/arUedI7fEcs8uIrxrOGfRrEhERDRULMomIiIhC1MrUDdjUeHZgRygi6s6gbMXtE/4JAGh2xmFlygYUxuxDsSW/1+K6t45fBT/kyNGXAQAOWybh0nEf4JVjN45Y7tHgvOTPMdVwUOoYg6JVOKCWObvclB+oDm8UiloLUdRaGJi7NuM1XJT28XBEJCIKGV6/HDta5mFO7C7Miv0Bjx36BQsyiYiIiIiIiIiIiMa8zs6QCZqmHo9uqL0Arx67Hn7IcMeE5zHZcLjbGrPLCJ+owGOHHkKjMwlTgvxs0gc5nin5KQpj9mFB/DYoZL4Bnd/kjMefD/8cNfb0ICUkIuqbyx9+HTI7vL0XZALAxzWrRyjJ0KTpqnFr9gvIjy4BAMww7sU+cwHerroSFdbsLmvfPH415sTtglI2uM3GR6OJUSX4uvHsQZ9/+j+j/qi0ZWC3afagX5OIiGioWJBJREREFKJSdXWYbtyLPWbuvEjUMxF3TngOUcoOAECs2oR4TQverboMF6Z80uMZ5R1Z2GWaAwDIiSxDiSUPidpGNDnjUdRaMGLJpZaircW1Ga9LHWPQEjVN+Pfc21Danoei1gLsb5uG47aMIV83L6p06OGIiEKI06dGozMRC+K3BXY418lDr3MyEREREREREREREQXH+IjjXcZevxwvlN8aKMq4KO0jLEvc3OO5JncsAKDRmYQ4dTOStQ1BzapX2HDl+Lfx8L5H8XrltTg3+Qucm/QFolXtZzy32DIRTxbfhw5vVFAzEhH1JRw7ZFo9+j6PD2Uj7pGgkrlwafr7WJW6vluhf6GxCIXGIuxqmY23q64MFPQ3uxLwad0FYbUheH508Yi/5sc1q+ERVSP+ukRERCewIJOIiIjCwlUXp2Hl8qTAWCEXJEwzclalrg8UZM6O3YV95kLeaCD6rxXJG1FoLAqMZYKI8o4s2LwR0CqcPZ7z5vGrIUKGaGUb4jUt+KD6EhQa9+HLhuVjphutXPDirty1UMk9UkcZEqXMiymGQ5hiOITr8Dpa3QYcaJ2KorYC7G+dNuCHpVq5HTmRZUFKS0Q0OmnkLoyPqOoyF6GwSZQGmPfA+xD9J3eKVWj6fkBLREREREShIyIpByufr+k6KYyN+3FEREREoSpLX44rxr0TGLd7IvFk8X0oac8HAJwV+x2uzXij1/NNrtjA91MMB2FxR/WrOHIokrUNuDf/aTx26CG8W3UFPqq+GAsStuGClE+73Q8/4euGpfh3+W3wiQP9uK2Is2J3Ii+qFJ/WXYBmV8LQ30AIy7/sYeSuvj8wlinCr9MfUbCFY0FmewgXuhfG7MXN2S8hsZdu0SfMiduNWbHfY1vzArxbdTkanUn4sHoNliV+jUildYTSDp8WZyw+qz8fy5O+RJK2EQCQoGlGrKoFJnfciOVociWO2GsRERH1hAWZREREFBY0Gjk0GrnUMUbcpOhiZEZUICuyAv+T829807gY/zj6YwBjoyCVqDcp2lpcn/FqlzmvX45/lt2On+b9tcdzDrZNxoG2qQA6u2O6fUrsNs3G1Rlv4oWyW4OeebS4JP0DZEdWSB1j2MWo2rA48VssTvwWflFApS2js3tm6zQc6cg94wPUKYaDkAv+EUpLRDR6aRUOyV5bpY+R7LWJiIiIiCi4ZHIF1FHxUscgIiIion4yqky4Ytw7gU1e7V4tfr3v94Giw2x9Ge7KXdvnNU4tyJwafQBvV12JHH0ZliVtDlpuAJhqOIgbM1/BSxW3wCOqsLlxGTY3LsXk6EO4IOVTzDDugUwQ4RcFvHrsemyoW4mBfQZDxFTDAVw9/s3Ac9fzUj7H1qaF+KjmYtQ5UoPyvkY7hUbPjRaJhsjlD79C5jN1yByNYlRm/CjrP5gbt7Pf58gEEYsStmJe3A789Pu/wuyOxXtVl+Gm7P8EMenws3l1eOzwQ6ixp+OT2gtRGLMP56V8jsKYIkyMLsG25oVSRyQiIhoxLMgkIiIiCnE/yXsWqbo6AMCSxC04bhuPDXUXSpyKSDpywYu78/7WrcPjx7WrEanoCPz/cro3Kq/BiQdpEyKPYrdpNlJ1tTjYNgUWjyHYsUeFbH0ZLkn/QOoYQScTRGTpjyFLfwyXpH8Iu1eLw5ZJKGotQFFbAZqc3XfRm2bYL0FSIiLpmV0xKG3Pw5GOXJS25+G4bbzUkYiIiIiIiIiIiIhIQmqZEynaOrj9qsCcRu4MdG6LUzfjwUmPd3te6xcFyAQxMD5ZkClisuEQ5DIfni75Gfa1FuJ/JvwLeoUtaO/hvJSNaHHFYVPD2bD59AAEHLJMwSHLFCRp6nFeyufY3zoNe1tnDOi6OfqjuDrjTUwxHOoyLxf8WJK4BYsSvsVu02x8UH0JKm2Zw/iOiGgsCMcOmR3eyBF6JRGxKhNa3THwY3BNHwT4sSJ5I64a/xZ0g9zEdk/rDJjdnT//vmg4F+elfI5kbcOgrjXSvH45nii+HzX2dACACBn2ts7A3tYZSNbWIVZlkjghERHRyGJBJhEREVGIO7247PrMV1FjT8P+tgKJEhFJ64px7yBTX9llrtaegverLsVPJ/bcHXNnyxyUW3MC45zIMqyruQgFMUX4ov7cYMYdNVQyF+7KXTsmu0DqFA7Miv0Bs2J/gCgCv9z3x24PQKcaDkiUjoho5PhFAcdt49HkTECtPRWbGs9GiysO7L5OREREREREREREREBnMUqyth6HLJO7PHuVCSKmGA5iR8t8XD3+TRhUlm7nlrRPxKTo4sD4REFmtNKC0vY82L06ACJ2muairCMHd+Wt7bJ+uF2X+Tquy3wdJpcR1bZ0VNnHodqejmpbOl4/di08ourMF/mvNF01rhz/NubE7u5znUwQcVbcLpwVtwv7zAX4sGYNStrzh/pWiGiMCLeCTJdPBY+//7/XDo2ANo8BZ8XtRKquFnvMM1BhzUJ/n4Nm6ctxa/YLgc7Hg/Vu1eWB732iAq9XXov7858c0jVHyj+O/hiHLZN7PFbvSEG9I2WEExEREUmLBZlEREQUFj77ugFP/P1oYJybo8faP06XMJF0ZIKIn078Kx7Z9zvUO3mjg8aWiVHFuChtXbf5f5X9DwyqNsw0/tDtmF8U8NbxqwJjAX7EqFpxoG0qFiZsRfEYeQB2bcbrSNHVSx1DcvvbpnUrxkzS1CNJ2yhRIiKi4LN7tbB5I+DwaZGgaQpsbDAtZj8+rbsAe83TEas2IUnbgERN48kvbSPeq7oMW5qWjEjOopfuRXv1yV3Fcy68B8kzV43IaxMRERERUXDZW6rww99v7TK38OHPIMgG17WCiIiIiIIjStmOSlsGxumqEKXs6HJsquEAdrTMh9Wr7zK/vvZCrEr9BPtbpyFHXxbonNnijgMAWDwGPFVyX5dzTO44/O7AI7gobR2uGPcOFDJf0N5TrNqMWLUZhcaiwJxfFFDvSA4UaFbZx6HGloYGZxJEyALr4tVNuHzcu1iU8G2X7p/9UWgsQqGxCMWWifiweg2K2goQzhskVnzxPGp3vBsYJxSsQN7FD0qYiCj0uPxqqSMMqw7PSHXH7OQTFdjRMh/RyjZcPf5N5EYdwbbmBdjatBBNrsTAOgF+zI7djQZnEqps45GoacCyxK/R4oqDy6+GQdk2qM/X7GyZgyrb+C5zu02zUWLJw8To0iG/v2B6o/JqbGteKHUMIiKiUYUFmURERBQWGptc2PJdS2BsdwTvZnwo0CtseGDSX7Cu5iK0uOLQ4oqD2WUc0A6ORKFGK7fjrty13R50baw/FyXt+bhm/Os9PgT7pnEJ6hypgXGqrha7TbMRqexAeUc2wvmh1wlTDftxfsrnUseQnCgC71VdhmhlG/KiSpEXVYrcyCPI1B+TOhoRUVDpFA7oFI5u8zmR5bg779k+z12Vuh5bmhZjJH5eth0vgrl0e2CctuCqPlYTEREREVEo8bnsaCneInUMIiIiIuqTCIsnGoCASdGHux2dajgAQESLK67L/Ce1F0IrdyBR24j1tatw6bgPAJzskJkbWYpGZ2Lg2idfTYaPatbgQNtU3J33NyRrG4L1xrqRCSJSdXVI1dVhbtzOwLzbp0SNIw3VtnR4RQWWJHwz5GLR/OgS5Ec/hgprJj6sXoPdptldij7Dha3pWJc/8+vix/exmoh6Em4dMju8I1uQeYLFY8DzZXciW1+Gm7NfwpXj38GR9gnY2rwQNm8E1qR9iG+almCX6SwAQKMzCS+U3xY4Xyu346V5twz4dU/tjnmSgFePXY9HCx8Z7NsJui/rz8FHNRdLHYOIiGjUYUEmERERUZhK1dXhx7nPdZlrc0cHCjRbXHEwuWI7v3fGocmZAJtP38vViEa/W7JfRLymszDb65dDEES0uQ14o/IaKAU3liV93e0ct1+Jd6u73vCcEHkUW5oWIy+qFFubwn93twi5FXdOeO7MC8cAnyjHXXlrkaBughD+dbhERMNiXEQ1phoO4EDbNKmjEBEREREREREREVFQnXyANsnQvSAzXtOCZG19t4JMp0+Dl8pvxo8n/APrai/C2UmboJE7YfNGQIAfv532W8gEETavDvWOZNQ5UlBnTwl8X21Lx0N7H8NNWS9jWdLmYL/JPqnkHmTpjyErCBu6ZumP4b78p1BjT8VHNRdja9PCsCzMJKLBc/nCq0Pm6R2VR1q5NQePFP0Oa2ffhdyoo8iNOgoA+LhmFdbXru62PlVbA4dPC7M7FjavDhEKe79fa6+5ENX2cT0eK7NOwPbmeZgfv2NwbySI9pin48XyWzAWNrMnIiIaKBZkEhEREY0hBpUFBpUFOZHl3Y75RBm2N8/HxzWrUWXnToQUWnIjS7EoYSsA4LhtHI62T8Dy5K/wQvmtcPh0WJzwDSIUNrxZeRVWpa6HXmkDAGysXwHTaQ8ERQioc6QiWmkZE0XKt2S/iFi1WeoYo4JC5kOipknqGEREIefClE9YkElEREREREREREQ0RgjwY1JU94JMAJhm2I9ya3aXOZdPDT/keLXyeoiigHeqrsDKlA0ABKjlTsgEEQAQobAjJ7K82+cZ/KKAFlcc6hwpaHQmhP3zvDRdLe7K/TvsXh1+MM+SOg4RjSJh1yHTI02HzNNFKdu7jLc1L+hx3aTow1DLXVhfuxomV+yACjJd/r6Lad+ovAazY3dDKfP2+5rBVt6RhWdK7oEfcqmjEBERjUosyCQiIqKwMGdGDJ55tCAwTogLrx3BRoJc8GNRwlYsStiKfeYCrKu9CIctk8AdrigUHOnIxavHrsOl6e/jy/rlcPi00Cns2GOeCUDEecmf44PqS/BhzSXY0rQYd+WuRab+GD6qvrjbtWrtqRDgR5MzYeTfyAibF7cdCxK2Sx2DiIhClMOrwb7WQuwyzQEgIth/bsxZeQ9c868KjGNz5wf19YiIiIiIaOSooxNRcPMzp83y3jQRERHRaJQeUR3YAPd0Uw0H/nvPuJPbpwwUcrS6jQCArxuWIVVbCwDQyc9czCITRCRompGgaR5q9JBybvIXYVWQmTL7YkTEZwTG+pRc6cIQhagzFfWFmtFQkBmjaoVC5usyNz9+Oyptmd3W5kcXI0Vbh/W1q9HiisO4iOp+v06Eouefmyc0uxLwed15WJX2Sb+vGUzNzjj8+fDP4fKHVxEwERHRcGJBJhEREYWF/AlRyJ8QJXWMsFFoLEKhsQjlHVlYV3MRdpnmQIRM6lhEfRCwvnY1tjUvgMevxPKkL/FyxU0AgBx9GQDgg+pLAABmdywePfgwsvQV6PB2/X1DBh9q7GkAAJM7duTiSyCNfjf7AAAgAElEQVRGZcat2S9IHYOIiEKU1y9HaXse2j1RSNA0YVHCtzC7jDC7jTC7jEF5OJc6Z82wX5OIiIiIiEYHlT4GWSvulDoGEREREfXD5OhD3eZ8ogxywY/J0YfQ4YmEzatDhMIOZw/3iv2Q463jnZvv6QbQXWysKYwpQqKmAY3OJKmjDIvY3HmIzZ0ndQyikBZqHTJbnLEQBBF6hRVqubvbcatXL0GqTjL4EKNuxTTD/m7H5sXtwBuV15z2WTkRE6NKYFS3Ik1XDZNrYJ8p6s8GBB9UX4KliZt73fRgJD1V8jNYPAapYxAREY1qLMgkIiIiol5lR1bgZ/lPo8GRiE9qL8TmpqXw+FVSxyLq1YldVXeZ5qDdEw0AWJq4Gc8e+Ql84sm//oiQodya0+18P+Rw+HQjE1ZSIu6Y8PyouIlLREShSSHzodBY1Otxm1cHs8sIkzsWra4Y7DLNwd7WGSOYkIiIiIiIiIiIiIiCYVL04S5jsysGMsEPg8oCrcKJnMgy3LV7LRbEbUNBL/eRT2zq158ClbFsedKXeK3yeqljENEo4fKFVodMo9qMCmsWvm1ahCPtuah1pEIp80CvsCJS2YF6R/KIZ8rWl+HeiU/DqDZDLvh7XBOvacGEyKM40pEXmEvUNMKobgUALIzfihZX3IBeV6+wnnGNzafHe9WX4UdZrwzo2sFQ50iROgIREdGoxzZHRERERHRGSdpG3JrzIp6d9RNcmv4e9IoOqSMR9anOkQoAiFJaUG7NRj1vFHZxbtIXKIzpvYiGiIhoqCIUdqRH1KAwpggquRsH26YEjiWoG6GWOf87EqUJSERERERERERERESDICI/qjgwanLG47htPAwqS2BuquEAnD4tvmpcjieL7+/zalq5I2hJw8HSxM1Qyrp3lSOisamnrsOjmUwQkRNZjjXpH+Hnkx/HjVmvoMaejpL2fOw2zUGNPX3EM61KXY94TUuvxZgA0OHRI1LZ9bNxE6NKAt8vjN8Ks8s4oNftb0fojfUr0OBIHNC1h5tfFEKuGysREZEU2CGTiIiIwkLx0XZs3tYSGCfEqXHZqlQJE4WnaFU7rhz/Di5KW4evG5dhQ+1KNLsSpI5F1CujyoyvG5dJHWNUSdbU4frMV6WOQUREY8S7VZfh3arLAQDTDEVYkbwRBTFFuGnHywCAS9Pfx9y477C/dRr2t01DcXt+rx3Za3d9CFdbfWAcl78EUemTgv4eiIiIiIgo+NzWVtRsf7PLXObyOyDIuMc0ERER0egiYHvLfKxI/gJNznh83bgMV41/u8uKqYYDeKfqyn5drb8FKmNVpNKKeXE7sKVpidRRhsxUuh2W4yc3Ddan5CFhytkSJiIKPaHWIfN0Fne0pK8fr27CWXE7ez1ucUfh/epLsblxaaCT8wkTo08WZMZpTIjTtJx+ep8iFDZ0blQr9LnOJyrwRuU1+Fn+0wO6/nCy+3Q4U04iIiJiQSYRERGFiV17WnHvIydv3M4qiGFBZhBp5C5ckPIZViRvxI7mefi4djWO2zKkjkXUzXHbePAm4Uky+HBX3lqo5dxFlYiIgsvrl+P5sjvwvWkWzkv+HCuSNyJVVwcAqLMnwycqIMCPZYlfI17TgnER1ViV9gkqrePxy31/hIjuH7ou2/AMzKXbA+PC29ayIJOIiIiIKEy4LI0oeuneLnOZy2+XKA0RERER9eX/Km6AQdWGzY1LcU/eM92Ox6lb0J+iEwDQyVmQeSYrUzZgZ8tZ3YqDQk3d9+tQtv6pwHjc4htYkEk0QArBK3WEIWlzGyR9/QtSPoVMEHs9Hq1qx3TjXtQ7krG/bRpO/Tl2andoAJgQeXRAry0TRGjlDjh8ujOu3Wk6C0faJyA3amCvMVwcXq0kr0tERBRquJ0kEREREQ2aXPBjYcI2/Gn6Q/jV5N9jSvQBdD5YIRodeirmGMvWpH+InP+fvfsOj6pM2wB+n+ktk0x67yQhlIReFBUVFQRBUMSCbf10XfuKva29rK5dV9fVtQMqqKCgoKBIb0FaQkvvvcwkkynn+wMdjKRnZs4kuX/Xlcuc9r738O1HwjnneR+/o1LHICKiAa7RZsC7R69FkuEoXh93E65J+p+rGBMAipuPL5wyPGAfQv60euz/jl3Nn99EREREREREREREPswmqvDmoRuxMOHDdheC/b70HHR30VytotnN6QaeeEM+Hhn5KEyqGqmjEJHEhgXslzpCn9TZ3F+QqZc3YVzQNowI+BWJhqMI05TBoGiEDI425+nkZkwNW9fleJmmPbh/+NN4KvN+hGnKAAAmVQ3CteVtzvu+9Bw4xZ4tEN/9rtACPsxd2KOx3cls10s2NxERUX/CDplERERE5BYjTXsx0rQXx5oSsKJoFrZWTYATcqljEdFvEvTHMCtqhdQxiIhoEGh2aHH9kP90eLzYcrwg88ywH9vsX1N6NrIbhno0GxERERERERERERH1lYgbU95EhLbspCMWu/a3gszuYYfM7kk05OLJjAfw3IG7kWdOkDoOEUkkw7RH6gh94okOmWaHAcWWKFwStwQTgre1OWaxa2Gx62B26CGDE1pFS5fjNdj8sDhvATZXTXJ1s0wzZrc5Z0PFqciqHYXaVhOC1N0vltcrzKi2Bnfr3MONKdhcORGTQrZ0e3x3sXSjiycRERGxIJOIiIgGiLBQNU6beOKGRUqyQcI0g1uiIRe3pb2CipYQfFN8PtaVT0WrUy11LKJBTSlrxcVxn+GrotlYEL9E6jhERDTAhWoqOz1ebImCn6IBY4N2uPZVWwPxSd5lnV4XEJcBmezE7UxNQHjfghIRERERkc+Qq3UIHnqa1DGIiIiIqBtmRa3A+KDt7R77oewsWBzd76wlFxxdn0QAgEB1Lf4x8h94Ledm7KgZJ3WcHtOHJrT5nd8QmSphGqL+SESmKUvqEG2UWCKwrnwq7KICapkVGnkL1HJr+9/LrKjqZjFij3M0R+HF7L8jyXAEC+IXY0TAPgCATtEMnaIZwaju9lhGZSPmxy1FtK4IGyqmINec0KYgs9FmwEe5VwAAqqzBPSvIlJsBiJALDjjErks4FucvwLig7VDIvPuz0inKvDofERFRfyWIoih1BiIitxIEIQRAxR/3FWXNQEgQi4GIiKTQYPPD96Xn4LuSc9FoN0odh2hQyjTtxpHGZPx1yL8xNmin1HGIiGiQuz/rSaQac3BV4geufc8duAu7asZImIqIiIiIiIiIiIiIuhKtK8Rzo+6GTDj5vVObU4Fbd7yC2tbAbo8nF+yYFbUC82K/gFJmd2fUAcspCvgk7zKsLJ4JQJA6DhF5SbSuEM+PvkvqGCdptmvwXem5+Kb4fMnfCxPghE5hwcTgLVgQtxh+yqY+j1lkiYJeYYZJVQcAOFifBgD418G/45qk9zA5ZHO3x/rngUUwKhvQ4tBgc9Xkbl1zdeJ7OC/yu54H7wOnKOChPY/jaFOyV+elgaOhOBs/LMr48+5QURQ7X9mZiKif4RIGRERERORRRmUjLor9Aq+NuxnXJL4Lk6r7K4MRkXvsqc1AqjEHowN3SR2FiIgIxZYoTA1b59reVDmJxZhERERERERERERE/UCqMafdYkwA+LnitB4VYwKAQ1Tgy6ILcc/uZ5HTkOKOiAOeTBBxRcLHuD75bcgFFrESDRYZpj1SR2iXVtGCOTFf4dVxt+Cy+I/hp2iQJMeIgF/xythb8d+J1+H/kt9xSzEmAETril3FmK1OJYb4HcZQ/2w8lXk/tPLmHo2VYMjFlQkfYFI3izj9lXWSvOcjE0Rck/QeBDi9PjcREVF/woJMIiIiIvIKtbwV50Z+j2dH3YNRJhaFEXnTiIC9uD3tpQ4fjhIREXlLVUsQYnSFiNUXAgAabQb879jV0oYiIiIiIiIiIiIiom6J1+e1u98pClhZNLPX45Y0R+Efv/4D7x29Gi0Oda/HGUzODF+H+4Y9Db3CPUVHROTbMgJ8syDzdxq5FRdEr8Cr427BFfEfwl9Z59X599aNxJ27XsDnBfPQ6lB6ZA6VzAaFzAEACNFUYVRgVrevza5PxaTgzdAqWpBpyoJWbun0fI28GfcMexahGmkaCib7HcXpYT9JMjcREVF/wYJMIiIiGhCamx2oqLK6vmpqW6WORB0wKhtxz7DncGXC+1AINqnjEA14acaDuHPoC1DKuDoqERFJr7g5ClPDT3TH/CD3SjTYjDCpaqCWtXR6bWtTLaz1Fa4vR2vPVp0lIiIiIiLf5XTY2/y+b62vgChycTEiIiIiX9NRQeb26nEobYns09giZPiu9Dws2vU8aqymPo01WAwP2I/HRz6EcE2p1FG6ZG9pavP7vs0iTRc9ov5ILWvBUP+DUsfoFo3cipnR3+Ci2M+7db4MDkwO3ojb015EmKasw/Pi9bldjtXqVOPzgotx564XsLVqfLcze1JlSzBezr4V/9j7D9c+lcyGsUE7OrxGLthxe9pLSDR0/Zk96dK4T6GTmyXNQERE5MsUUgcgIiIicoelXxfh+kUnui6OzTBh48ozpAtEXZoRtQpp/tl4JftWlLVESB2HaEBKNBzF3enPQS1nkToREfmGKmswJgdvAgC0OpU4LfRnLEz4EGqZFf+39T+dXrv5+bmoydnk2s687nUknHWdR/MSEREREZF3mMuOYO2ijDb75nxsAQS5RImIiIiI6M8EOBGrL2j32FdFs902T5U1BDtqxuKciDVuG3Mgi9SV4vGMh/Cvg3/HwYZ0qeN06OAXT+DIyhdd27GnLcSYG9+RMBFR/5Huf6DdRbgtdi10Ct9bwLTaGohP8y7t9By1rAVnhv+IGZHfIkRTBQAYGfAr3j5yPbZUTTrp/FnRK/DW4RvQ6uy6i3KlNRQvZv8df0l6B9Mi1vbuQ/RRi0ONr4suwIriWbA5VQAAf1W961iUtriDK0Vcn/w2Mk3Sd0T1VzXg4rjP8P6xq6WOQkRE5JPYIZOIiIiIJJNoyMXTmfdhSsjPUkchGnBidAW4b9jTPnnznYiIBq8YXSG0iuOdMFUyG0YE7INR2Yi9dSPQ6lRDK7cgVF0ucUoiIiIiIiIiIiIi+rMIbWm7C8HuqxuGY01Jbp1rV81ot4430Pkpm3BJ3BKpYxCRh2R0UJz3Ye5C1LX6ezlN1/5z5P9gcejbPeavrMP82CV4fdxNuCrxA1cxJgDoFM24Pe1lXJv0XyiFtj9vjMoGnBvxXbczqGRWjA/a1rsP0Ec/V0zBHTtfxLLCea5iTEDE+0evwp07n8c1m9/D4vz2C1bnRH+J08N85z26cyK+R4yu/cUYiIiIBjsWZBIRERGRpLSKFtyU+gb+lvI6NHIWjhG5Q4SmBA8MfxJ+yiapoxAREbWRaDjW7v4dNWPhp2jAdcnvoMoa7OVURERERERERERERNSVBENuu/vd2R3zd/vrhqHF0XUXNDohQFUndQQi8pD15WegwBxz0v4GmxH/Ovh32J1yCVK1b3356ciqHfWnvSKitEX4v+S38eq4WzA3djkMSnOHY5wTsQaPZTyMME2Za59TlOGC6K+hlVu6leOs8B/gr2rozUfotYqWEDyY9TjeOHQTalsD/3RUwIbK01DcHA2xk/INQRA9G7KH5IITYwJ3Sh2DiIjIJ7Egk4iIiIh8wmmhG/B05n2I17f/EIeIuidEXYEHRzyBAFW91FGIiIhOopA5TtrnFAXkNcXjkZGPYk9tBpzwnYfGRERERERERERERHRcnD7/pH25TfHYWzfC7XPZRBX21Q13+7gDGQsyiQauPHMCHsh6El8XzYJTFFz7VbJWHGpMxX+P/kXCdCcUmqPx4bGFMKlqMCZwB+bHLsG96U/j7QnX44Uxi3BW+I9QyWzdGqusORxnhf+ACG0JAMAhyuGnbML0yFVdXisX7JgZtbJPn6U31pefgSNNQ/o0xqbKyW5K4x4NNj98X3qO1DGIiIh8kkLqAERERETucMnsaMw4O9y1rZALnZxNvipCW4bHMx7CJ3mXYVXJdAD8vyNRT5hUNXhg+JMIUtdIHYWIiKjbaltN+PvQf8EpyrCx8pQOz5u0aBlEp921rdAYvBGPiIiIiIi8QB+ejBlvFbXdKXB9aSIiIiJfEq/PO2nf8e6Ynnmuv7tmFMYGsStXd2nkVqhlLbA6NVJHadfQeQ8iZdadrm2Zgh1QiXrCJqrwSd7l2FUzGjcOeRNh2gooZMefm60rPxNx+nycF/mdV7I4RQHFlijkmeOPfzXFI88chwuiVuCfo+9CoLq2z3McqE/HmrIThYBO8fg9gplRK/Fd6bkw2zt+TugUZahsCfH6uzN7ajP6PEZ5SziONiYiye+YGxL13RcF82Bx6KWOQURE5JP4BIOIiIgGBI1GjpAgtevLFKCSOhL1klJmx1WJH+Cu9H/CT9EgdRyifsNP0YD7hz2FcG251FGIiIh6JEhdg1BNJZYXXog7h76AWVFfQ4DzpPNUBhPUxhDXl1yllSAtERERERF5gkyuaPP7vtoYAkHggn1EREREvkNEvCGvzZ6y5jBsrZrgsRnT/LM9NvZA5ctdMhUaQ5vf95U6o9SRiPql7IahuHv3c1hTejZUQqtr/4e5C7GvbphXMjhEOepsASg0x2B/3TAcqE+H2e6Hr4pmo8Ac65Y5ZMLxZ4UCnDgz7AfXz4RGmx8S9LmdXitChn8f/iusDu+9P9hg88OxpkS3jNXZArbeVGyJxNqys6WOQURE5LPYIZOIiIiIfNKYwF14dtQ9eO3QzThQ750bhkT9lU5uxv3Dn0KMvqjrk4mIiHxQeXMoAGB04G6MDtyN4QH78Mahv6HeFiBxMiIiIiIiIiIiIiIyqWphVDa22beieBZED/UEGWo8gCmhv3hk7IEsQFWH8pZwqWMQkYdZnRr89+h1UMmsrn0OUYGXsm/HkxkPIExb4dH5lTI7RgTsw4iAfbgMn6LGasLzBxch05SFZocWFS0hCNVU9nmeZL/DuCbxPcgEJ74tnoHt1eNQaIlBdzozl7VEYHH+AlyV+EGfc3TH3toRbvuZuKVqIq5I+AgyQXTLeL31Sd5lcIgsNSEiIuoIO2QSERERkc8KVNfiweFP4OLYpZDBIXUcIp+klrXgnmHPIuFPK9ISERH1J2vLzsblCR+7tkcE7MWdQ19AoKpawlREREREREREREREBOCkbmR1rf74ufw0j8wlF+y4Nuldj4w90AUofbdDJhG5X6tT3Wa7ye6Hfx68C812jdcy5DbF45kD9+JYUxI2VEzBhOCtbinGnB65Ck9kPASTqhbNDi3SjNmYH7cUforGri/+zeqS83CwPq3PWbrDpK6FQrC5ZSyNvAUWu84tY/2Z3SlHTkMKGm2GTs/bX5eOnTVjPJKBiIhooOCyBURERDQgrF5XhhfeOOzaTkk24PWnR0mYiNxFJoiYF7sMw/z349VDt6DaGix1JCKfoRRacVf6P5FqPCR1FCIiol4rbwlFvCEPRmUjPsm9FFurJ6DKGnzSiqt73rsdDYX7XdvJ59+GiDEzvR2XiIiIiIg8wFJVgJ1v/KXNvlMfXA1BJpcoERERERH9UZwhv822StaKEE0lSpqj3D7XeZGrEaMvcvu4g4G/ql7qCB06tuYtFG/+3LUdmnEOUmffJWEiooGpyBKD1w7djLvSn/fKfP858n8oMMcBACqtodhePQ4Tgrf1edxwbTmA44v5B6prXfvtTgVezrm9W2OIkOHfh/+K50bdDbW8tc+ZOpPufxB/S3kDr+bc0utOmTI4MDN6JS6K/RwqmXuKOwGg1anEr7Ujsa16PHbWjIHZboAMDiT7HcHowF0YFbgbcfoC1/lOUcCHuQvRnU6kREREgxkLMomIiGhAKK+w4uctVa5tSzO7KQ40af45eDbzHvz78F+xo2ac1HGIJCcX7Lhj6IsYHrC/65OJiIh82LHGRJwSsgkAsK16PMpbwts9ry5/D2pyNrm2o0+5xCv5iIiIiIjI8xxWC6oO/ix1DCIiIiKJiPD1ood4fV6bbZ2iGYuGPo8H9jyJZof7uniZVDW4KObzrk+kdvlyh0xzRW6b3/l1IXESpiEa2HbWjMXS/IsxP+4zj881NnAHjjUlubZXlUx3S0FmRyaFbMGWqi3YWj2xW+crBDvqbf4Ilfe9a2dXJodsRr3NH+8fuwo9/bkerSvEjUPeRJLfMbdkaXGosbtmFLZVj8fu2lFocWjbHHdCjkONqTjUmIrF+ZciSF2F0abjxZnV1iDkmRPckoOIiGggY0EmEREREfUbBqUZi9JfwHcl5+Cj3CtgE1VSRyKShAAnbk55DaMDd0sdhYiIqE/qWv2R8lunZ7tTjoqWUIkTEREREREREREREXlXmjEbfspGbK8eB18tzPxzQSYAROpKcUXCR/jPkevdNs+VCR9Aq2hx23iDjS93yCQi71pWOBex+gJMDN7q0XkmBG/F0oITi6hmN6ThWFMCEg25HpvzL8n/xcGGoWiw+Xdylohp4WuwMOFDqOTu6zbZlemRq1Hf6o8viy7s0XVOUYYvi+YgVFOBUHUFwjTlx7/XVEAh615jiia7Hjurx2Bb9Xj8WjcSNmf336urtgZjTdk5WFN2To9yExERDWYsyCQiIiKifufcyO+R5p+Nl7NvQ0lzlNRxiLxKgBM3DHkLk0K2SB2FiIioz5QyGwIUx18QKW8JgxNyiRMREREREREREREReVd2QxpuTnkNM6NW4uPcy3GoMVXqSG1o5RaEaStc2zanAjuqx+KnitPxa+1It80z3H8vn4H2UYDKdztkEpG3CXjz0I0I15Qh3pDvsVmidCWI0hahuDnaNe+q4um4KfUNj81pVDbi2qR38VL2HR2ec2ncp5gd87XHMnRmQfwSNNiM+LH8rG5fU9Ic1e47cAKcCFTVIExb3m6xpggBO6rHYlv1eOyvHwaHyNIQIiIib+FPXSIiIhoQxo824eUnMlzbocFqCdOQN8TpC/CXpP/i8X0PSx2FyItEXJX4Ps4I+0nqIERERG6hV1hc3xd3sdBG8ozbYJ18YoXdoJTJru+nR36LdeVT0eLQuj8kERERERF5nNo/DBnXvPynvb7ZHYqIiIjI/QS8c/Q6PJVxPx7LeATbqsdhcd4Cn1mcOE5/vJDnaGMifqo4HRsrT4HZbnDrHArBhmuS3nPrmINRgNJ3CzIjx82GPiTetW2ITJEuDNEgYXVqsLzwQtwx9CWPzjMheCuWFUa7tjdXTcJlCZ/A5MEi8YnBWzExeDO2VE1q9/iGyimYEfUtlDK7xzJ05rrkd9Bo98P26vF9GkeEDNWtwahuDcaB+mHtnsH7J0RERNJgQSYRERENCEOHGDF0iFHqGORlK4tnSjSzCK28GTLB6fYHTUQdE3Fp3Kc4L/I7qYMQERF5RKklotPjUePntLt/UvAmXJX4AY42JvncyvFERERERNQ9KoMJief8VeoYRERERJJpcWjxUvbteCLjQYwP2o4xgTvxY9mZ+KJgHupsJkmzNdkNWLTrnyiyxHhsjhlR3yJKV+Kx8QcLX+6QGZQyCUEp7RdOEZHnKGU2j88xPmgblhXOc23bRSXWlE7D/LjPPDJfaXM4Gm1+ODfiO2TVZra7YGuRJQZfFMzDgvglHsnQFZkg4pbUV/H0vvtwsCHdgzOxGJOIiEgqLMgkIiIion7pWFMCdteOcstYKpkVfspG+CkaYVQ2uL73U568/fv3CpkDNqcCq0vOw/LCC2Fx6N2Shagj50Wsxrig7ThQPxQGRRNi9YVSRyIiInKbamsgfig7y7WtklkRoq6ExaGDxa6D1alp97p0//34W8obAIBYfQELMomIiIiIiIiIiMgnGZX1aLIZ4IQcsfp8LIhbDKtDjRanBlaH+viXU41jTYlI88+BXHBiWsRaTAndgG+Kz8eK4lntFpx4gycLMQEgSF2FuTHLPDrHYOGvrAe7pRHRH2nkLR4d3ykKONw4BAKcECFz7V9bdjbmxHwJlQcKQn8oOwsri2d1ed6K4lmYELwVCYY8t2foDpXMhjPC1uNgw1Dw72UiIqKBhwWZRERERNQvLS+8EO3drJILdhgUTSeKKf9YZNlOYaVR2QC1vLVXGZQyO2ZFr8TpYT/h84KL8EPZWYjVFeCUkI3YVDUZx5oS281I1BurS6djd+0oXBT7OdKM2VLHISIicpsaqwmP7X0YFdYwAIAMDtye9hJGB+4GAHxdNAuf5F0Og6IRoijA7DjeoTxGV4BFQ5+HUmYHcLwgk4iIiIiIiIiIiMgXKAQbRAhwiAqMNu3EDUPewjtHr8P26vFoaDW67n92RSO3Yl7sMpwdvhZfFM7DD2VnwSEOrNc+r0z4ABq5VeoYA4JC5oBeYYbZbpA6ChH5CE8WZFa0hOCDY1fiSGMyDIommO16OCEHADTY/LGx4hRMDV/vsfm74hAVePPwjXgq434oZA6vzr2rZhQ+L7gIx5qSvDovERERec/A+pc5ERERDVoHDzdg/cYq13ZosBrzZkZJmIg8yeZUINWYgzGBO48XXipOFFzqFRav5zEqG3Ft0ns4N+I7fJR7BcK1ZXgq8wGUt4RiS+VEbK6ahDxzPFicSb1lUtVgbswyTA1b5/WbxERERJ5UYzXh8b0PobwlHIAIndyCyxM+dr2MVNsagOWFF0KvaII++zlsPhYJANArzLjtwh3Q/eHuZqyudwWZiYajXEiDiIiIiEhirU21KNq0uM2+hLNvgCCTdXAFERERkS8Rf/vviXuMQ/0PQiNvwciAXzEtYi0A4NyI77C9ejzqbAGobzXCX9XQ7Rn8VQ24Nuk9TA7ehEf3PtKmC1lvM6tlVhgUTahpDXTDeL2TEZCFCcHbJJl7oApQ1vlkQWZ1zibU5+9xbRsiUxE6/EwJExENDp4syAzVVGJR+gsAgOz6VDy+76ETPxIBrCqZ7pGCTLEHz/QKzHH4smgOLor9wu052vNr7Qh8VnAxDjemeFdDkBUAACAASURBVGU+IiIikg4LMomIiGhA2LarFrc/dOLG7dgMEwsyBzClzI6ZUd9IHeMkUboS3DPsORRbjhcKhGkqMDvma8yO+RqlzeHYXDkJm6smodASA0CARt6MIFU1gtR/+vpt3/ryM7Ci+AJpPxRJyqBoxAXRX+O8iNVQyW1SxyEvcogy7K0bAVEUoJDZIYMTCpkdcsFx0leLQ4Mfys5CsKYKF0R9DYH1RETUT9S1+uOJfQ+irCUcE4K2YEzQTtS1BuCs8B9d53ySexkEiLgt9WWc/9B6VGSfeDFnf1ImJo1IcG1H6Ypx/CnvH/8iFJHidwiHGlPbzSCDAzelvI7XD93EFWqJiIiIiCRkrS/Hnvdub7Mv4ezrJUpDRERE1DOzolbACRm+KZ7p2jc6cBcMiiakGnNc+4YH7Ee0rhBFlhgUWGIxQrWvR/M02PzwztHr/lQ8KUIrb4ZB0XT8S9nk+l6vMLfZ/vM+pcwOAHjk138gpyGtT38GvaEUWnFN0nten3egC1DVobg5WuoYJynZ8TWOrHzRtR172kIWZBJ5gVrm+Q7E9a1GvJxz20kdnAsscdhXNwzDA/a7dT5R7NlLEcsLL8S4oO2I0RXC7lTALv725fzTf//wfaS2BAGq+m7PcaB+KJbmz0d2w9CefhwiIiLqp1iQSURERETkZlG6kpP2RWjLMDd2OebGLke1NRAaeUuX3TwvT/gELQ4N1pSd46mo5KM08mbMiPwWM6NWQqdoljoOeVlpczjeOPS3Xq2YeKQhGTemvMn/3RCRz6tr9ceT+x5AkuEo7hz6AvyUjVhTOg3zYpe5zslpSMGOmrG4f9hT+LniNNjFtR2OV2SJwus5N+HPXS7Pj/oGoeqKDgsyp4atQ5SuBKeG/MKCTCIiIiIiIiIiIuqxsYHbcWn8p3CKMmTXp+FoUzIAEaMDd8FP0YhvS2a06cp1bsR3+O/R61BgjsWIgO4XZDbZ9Hg15xZcFv9Jm+JLvcIMueDs02c4NeQXSQoyZ0WvQLi23OvzDnQBqjqpIxCRD/Fkh0wAcIoCXs25BbWtge0e/7ZkBoYH7MeXhbMxIXgrIrRlHs3THoeowL27n+lRN+hIbTEey3gYBoW50/NyGlKwNH8+9tcPw5+fUxIREdHA1v3fLIiIiIiIyC2C1DVdFmP+7i/J72JK6M+ubQFOzIj8Bk9n3ot0f/euIEfSUwqtmB75LV4ecxvmx33GorpBRhSB70un4d7dz/SqGBMAtteMx/1ZTyHfHOvmdERE7mO267CpcjIWDX0eN6W+gTBNOX4sOxNzYr50neMUBXyadynuSX8WgiBibdnZECCeNJZTFLCy+Hzcl/U0cs2JbY6NNu3E5fEf/+mKE2OoZS24OO4zAMCkkM0Q0LeXloiIiIiIiIiIiGhwidfn4ubU1yATRChkDtyW9jJ0cjMitSUI01RAp2hGXWtAm2umhG6AXt6EfHNct+cx23V4ct8DCFZXYXTgbqQYDyNSVwqjsrHPxZgAMCl4MxSCrc/j9ESIugJzor/s+kTqsWB1ldQRiMiHeLog8/OCi7CvfkSHx3fXjEJZcxjWl5+Be3c/gx/K+t4ZV+xF4WNPijEBoKQ5Ci8cuBM2Z/u9r440JuGpfffhkV8fxf764WAxJhER0eDDDplEREQ0IISFqnHaxGDXdkqyQcI0RO5145A3YXWokdOQihtT3kSmaQ8A4OERj2Nz5UR8mLsQNa1BJ12nFFphE1Xejku9IIMDp4f9hItiP0eQukbqOCSBGqsJ/z78V/xal9HnsWpbTdhXNxxx+gI3JCMicj+9woIZUatc2+vLz8B5kavbvDi0sfIUzI9bihTjITyQ9SRECJgwUo0m04nf+XUBoXhi34M4UD/spDlidAW4JfVVyAQRkboSXJ34HvQKM/59+K9wiMdvic6MWokAVT0AQCVrhUHRhEa7EVPDfoROYcE3xTM99UdARERERER/IlfrEDz0NKljEBEREXXoqsT/obIlBOvKp6LZoUOAshZ3pf8TGrnVdU6ophI3DHkLRxqTXfvS/Q+gweYHo7IRAKCRW3F62E84UJ/erXktdi2e3ncfcs2JrgXm3M2gNCPTlIUdNeM8Mn57FiZ+CJXcu0Wgg8WZYT9iRdEsOCGXOkob+tCENr/zGyJTJUxDNHio//Bzyt2yajOwvPDCTs8RIcOywrkobwmDCBn+c+R67KnNwPXJb8Og7Lz7pNTyzPE43DgE6f4HTzrW6lTBIfrW37NERETkXSzIJCIiogHhvKnhOG9quNQxiDxCJoi4NfUVmO16+Ksa2hybFLIFowJ3Y1nhXHxbPAN2Uek6FqiuQXkL///ClwlwYkLwVsyPXYpIXanUcUgiGysn490j18Ls6PtiAqeHrseC+MUwqerckIwGO4tdC628GQIX8yQP2lUzCmODdrR5aanVoUSMrhDxhnysLjkXueZEzIxagSv+ZQIwBQCwruwMfJB7JZrrdX8YTYRCsCNAVYe705+DVnF8xd8RAfuQZDiK+7KedhVj+ivrMCt6BQDAIcrwUvbtaLIbsCDuU8yJ+QoA4BRlWFUyw/N/CEREREREBF1wLKY8vEbqGEREREQdMiiaMD1xNS6O/QzrK87AEL/D7S60OiF4G0YE7HVtjw7chYqWUFdBJgCMDdqBNaXT4BBlnXa4bHGo8cz+e3GkaQg08mYMD9jn3g/1B1NCN3i1IDNBn+u1uQabMG0FTgnZiA2VvrXgSeK0G5A47QapYxANOhqZZzpkVlsD8XrOTd3qPPlzxWn4YwfJbdUTEKUrxiVxS3s1tyh6/gH2hKAtuDrpfx2+e5HufxDpI55Adn0qviich711I8AumURERIMLCzKJiIiIiPoBhcxxUjHm7zRyKy6L/xRTw9bhf0evxp66TABAkLqaBZk+S0SmKQuXxC1BgiFP6jAkkUabAe8evRabqyb3eaxUYzauSnwfiQY+vCb3Uclasbr0PEyPXC11FBqg8priEKUtdnWp/J1KbkO8IR91rf5Ymj8fp4T8gisSPnYdtzpUSPI7iqcy74dK1ur6UspskAliu3O9e/TaNr8XXRT7uasI9H9Hr0Z2QxpuTX0Fk0K2uM45O3wtVpec160HyURERERERERERDSwme16AIBW0dLlfXOdotn1vUZuRbimrM3xXTWjYRNVKLFEIkZf1O4YVocKzx24G4caj3cRzAjYA5XMcx0lRwfugk5uhsWh99gcfySg/Xu55B5zYr7EL5Wn8v42EUEjd39Bpt0px0vZt6PRbuzmFW0LFS+I+qrXxZgAIHqp8LE7C2Gn+efgAf+ncMv2V1BpDfVCKiIiIvIVLMgkIiIiIhogIrRluG/4M9hWPQ4fHlsIk6oWMjjghFzqaPQHacaDWBC3GGn+OVJHIQntrsnE20euR21rYJ/GCVZX4oqEjzAhaCu7GJLbKWQOWB1qfFs8HTOiVkkdhwaYGqsJSpkNYdqKDs/5MHchEg3HcOOQN9vsV8tbEasv7PZcGypOxS+VUxCpLUZJcxQitcU4M/xHAMCqkvOwtXoCHhr+OFKMh9tctzh/AV9WISIiIiIiIiIiIgCAxa7r9bUq+YlCSrtTjg0VUwAABebYdgsyW51K/PPAXThQP8y1b2zQjl7P3x1KmR0TgrdiXfmZHp2HvCNKV4IJwVuxpWqS1FGISGLq3xYodaeP8y7H4caUXl07xO8QEgy52FY1DnKZAwrBDrlw4r/t7VPIfjv22z6n6Jnnd3LBjmhdEcpbwrC1eiI+zVuAS+MXd+vaBlt3i1OJiIhooGBBJhEREQ0Izc0ONJrtrm2FXECgSSVhIiLpjA/ajsyALByoT0ehOQYFljipIxGAeH0uLolbglGBWVJHIS9wiDLsqc2AQ5S3WeFXgIjdtaOwtmxan8bXyJsxJ/pLzIj61qOrIdPgY3Mq0OzQwqhsBHC8Q+DNO16Dv6oep4RskjgdDRQtDjWsTjWidCUdnrOvbhiKLNF4ZMSjUMgcAIDaulbY7Cf+TvXTK6DVdr7wRHlzKN49ei0SDUfx4PAncNuOl3Fp/KeQC05k1Wbgh7Kz8HjGQwjTtC0MPdyQjO3V4/rwKYmIiIiIqCecDjtsTTVt9qmMIRC4AhURERH5iCa7wS3j7KodjXpbAAyKRsTqC046bnMq8MKBO7GvfgQAQIAT8fo8jA7c5Zb5OzMldIPXCjIFgR0yPe3CmOXYWjXBZxYetLc0wWG1uLZlSg2UOhYwEblDZ4u1u7tD5taq8VhVMr3X1x9uTMHLOb0r5vQ0h6hAkSUak4M3YYjxMI40JmNb1TiMD97e6XXHn31qvJSSiIiIfAULMomIiGhAWPp1Ea5fdOIBxNgMEzauPEO6QEQSU8ltyAzcg63VE1iQKbEIbQnmxy7FpJAtUkchL5ILTowM+BWV1hCUNYejvCXM9d9iS1SvxxXgxOlhP+GSuCUwqercmJjoOKXMju9Lp0Arb8bUsHUwKM04PfQnvHHob/BTNGKkaa/UEamfc4oCGm1+iNCWdXiO3SnH10UX4J70Z6FTNLv2z712MzZtP/GC9uvPZOK6yxM6HefVnFugV5hxd/pz0CmacWXiBxgXtAOF5misLT0bj458BHqF5aRrF+cvgEHRhCa7Xy8/KRERERER9YS57AjWLspos2/OxxZA6HwRFiIiIiJPkwt2DDUexPCAfW4Zb13ZVOjkZtw//KmTumPanXK8mH0HshvSMCZwB0YH7sIo024EqmvdMndX0v0PIkhdhWprsFfmI8+K0xdgTOBO7KjxjcUHD37xBI6sfNG1HXvaQoy58R0JExENHCGaSpS3hLd7TCNzX0Gm1aHCvrrhmB39FQJVNQhSV+Ngw1B8UzzTbXNIzSEqsKHyNGypnohzI75Dmn92l9ewOyYREdHgxIJMIiIiIqIBLNnviNdWMaW2gtRVmBfzBU4P+wlywSl1HJKAQuZAhLbMVXTUZNfjh7KzkG/uXZF0mvEgrkp8HwmGPDemJDrZ9MhVeHLfA9hQMQX/l/wfTI9che9Lz8G/sv+Oh0c8hkRDrtQRqR+z2HUI0VR1es668qm4KvH9Pr9k9FnBxShujsJjIx9GgKoeADAl9Bc02PywrXo8bk97ydV984+KLFG4JG4J6loD8K/sO/uUgYiIiIiIiIiIiPqnUaZdmByyCaMCd8OgMLtlzBqrCYcaUnDfsKfbvdd+oD4d08LX4Pa0l6CS2dwyZ0+dErwRXxfPdvOoIgDf7ny+q2YU1DIrjMoG+CkbYVQ2QDYAunjOjV2GHTVj4et//kTUNxHa0o4LMt3YIVMtb8Vfkt9ts29s0E7UWAOxuWqy2+bxBTanCiuLZ+HHsjMxM2olZkR9C43c2u65LMgkIiIanFiQSUREREQ0gCX7HZE6wqBjVNZjTvSXmBaxBkqZXeo45ANKm8OxqmQ6fio/HVanptvX6eVNiNSVIEpbjNGBuzAuaDsEPislD3OIMsgFJ25JfRX37H4Wd+9+DhfGLEemKQu7a0fj2f334NGRjyBcWy51VOqHnKIAg7LzF5fqWv2R7HcEUbqSPs21r24Yvik+H3enP9dmlXm7U44iSzTmxS7r8NpoXbHr+3T//ThQP6xPWYiIiIiIiIiIiKj/UcpsmBL6i1vH3FI1EXel/xNDjO0/wx1p2uvW+XpjSugGrCieBREyt40ZqytAjL4QGytPdduY7vbmoRvRaD9RUCPACYOiyVWc2d5XgiHXtTCrr0o05CLTlIWs2lFSRyEiD9H/9ndVewQ4oZa3ejzDjUPeRGVLCI40DfH4XN5mcehxqDEFp9t/wr8O/h155nioZVaoZK1Qy61Qy6ywOtVSxyQiIiIJsCCTiIiIiGgAi9EVQi1r6VERGPWOVm45vipe5LfQKty3wiD1fxsrT8H3pee2e0yAEyHqSkTqShCpLXEVYEZqS2BUNrAAk7zuy8I52Fw1CQn6XKQac7CtegI+K5gPpdAKhWBDiKYSu2tHYbp2tdRRqR/qzmriWnkzAgz1fZqnweaH1w/dhGuT3m33BaZ0/4PdHuuqxPdx7+5n3PryEREREREREREREfm+bdUT8HnBPFwU+4XbxhwbtAOhmkq3jecJMfoiXD/kbbx9+Hq33RdttPvhltTXEKCqwzfFMwEAAnyr++Sfi2lEyNBoN6LRbkRJc1SbY1q5BXNjlmF80DZvRuy1uTHLkFWbCXbJJBqYUo05aLT5tXtM3UFHR3dTyW1YlP48HtjzJKqtwV6Zs7tMqhrUtgb26lq9oglXJb6P00I3wCHKkNOQyveviIiIyIUFmURERDQgXDI7GjPODndtK+S8kUwEHC98SDDkIrthqNRRBiyVzIpzIr7H7Oiv4KdskjoO+aC5McuQ25SAamtQm4LLSF0JIjSlUMltUkckcjkr/AcsL7wQRZaYNvudkOHFMXf4/Isi1P91tkrvsncnwe448ZKOQdf+rc23Dt+A00J/xpnh6046ppA5epTHpKpFhLb0pBduiIiIiIjIvfThyZjxVlHbnQIXRiEiIiJp7awegwuiv4ZK5p5nOf3lHvvUsPVwOOV45+h1cEcRX32rP5yigIUJHyFQVYOPcq/oe0g3cooCWp2qLs+TwYEzw3/ExbGfwV/V4IVk7pFiPIzh/vuwr36EpDmGznsQKbPudG3LFOwoR+QOacZsbKqc3O4xjczzi4nbnXIoZA4EqOpxd/pzeOTXR9Hi0Hp83q6oZS24NuldTAndgB/LzsSS/EvadELuyvigrbg26V0EqI4vJFtgjmUxJhEREbXBgkwiIiIaEDQaOTQaudQxiHxSkt9RFmR6gFywY2rYOsyNWYZAda3UcciHyQQRd6U/L3UMom4JUNXj1NBfsL58apv9oijgi4J5uDHl3xIlIwJMAV2/EPNdyTlQyVpxafziPs+3rvwMfJp3KZo98NBYLtiR7n8AowN3wepQY3H+pW6fg4iIiIioP5HJFVAbQ6SOQURERAQAEODE+VHfYEHc4h4v8jZQnB3xA+yiAv87djX6WpTphBz1Nn+YVHU4P+pbBKjqIBd6/+faYPODUdnYp0x/1OLQoKvPODJgDxYmfIgYfVGn5/mqubHLsG+vtAWZCo0BCo1B0gxEA1GaMRurSqa3e0wj92xBZrU1EM/svxdXJb6P4QH7EacvwN9S3sC/Dt7Z9cUeFKvPx22pLyNKVwLg+M+0iSFb8Hn+RVhTNg0OsfPyCblgx3XJ77T5WSNCQICyFnU2k0ezExERUf/BgkwiIiIiogEu2XBE6ggDigAnJodswvzYpQjTVkgdh4jI7ebGLENWTSbqbf4QcbwbyZWJH2Bf3XDkNsUjwZAnbUCiDhSao7G9ehzuHvZcn8c61DAEoeoKPDfqbtyz+1nUd2N19K74KRowKnA3xgTuxIiAvdApmgEAH+de1uexiYiIiIiIiIiIyL321o2AABEZpj1INeZAKbNLHcnrzov8Dg5Rjg9zF6KvRZl1rQEwqeoAAKeEbOrTWJ/lX4wWpwZXxH/U406VTlGATBDb7DtekNm+SG0xrkj4CKMDd/cqq69I9z+INONBLuRMNMCoZFYkGo5hQtBW2NspMgxU1Xhs7tLmcDy1735UWkPxas4teHbUPQhQ1UMrb/bYnN0xIWgLbkp9/aTu1gaFGVcnvY+zwn/A+8eu6rBrcKw+HwXmOKwrm4rZMV+79icacvHS2NuxomgWVhbPZLdMIiIiYkEmERFRTzhFARaHDgaFWeooRETdluzHgkz3EDEmcCcuiVuCWH2h1GGIiDwmVFOJh0c8hmf23wu7qEBNaxAKzLFYlP4Caqxc8ZN8U6tTiSX5l+DWtFdOesDaGynGwwCAlcXno94W0OfxZkR+gysSPjrpRR8AyG1K6PP4RERERERERERE5D4iZMg3x6PJboBW3oxoXRECVPVSx5LE+VHfwu5U4NP8S9GXoszaVhMSkNfusRaHGhq5tdtjyQQnNlSchl01o7EgbjGmRazt1nXbq8fixYN3wKSuRYi6EiGaSoSoK6GStZ50rlZuwfy4pZgWvmbAdEmdG7MMT+1/QOoYRORG8fo8vHDwTticSjghgygKECHAKcogQsBFsZ97ZN7cpng8s/9eGJUNuCz+Y3xVOBuv5dyM+4c/hV01oz0yZ3dlN6ShxBKJeEN+u8dj9EV4cMST2FY1Dh/mLkSlNbTN8TnRX2Jd+VSsLTsbs6JXtHm2p5FbcXHc5zg7Yi2W5s/H+vIzXAscExER0eDDgkwiIqJOtDjUONqYhEONKTjUkILDjUPQZPfDcP+9OCNsPcYHbYNK3veXfanvVq8rwwtvHHZtpyQb8PrToyRMROQ7QjRV8FfWuaWYYLBK99+PBXGLXcUZREQDXaSuFPcNfxqv5dwMf2U9dtWMhlMUEKiulToaDWK3P7QH+7NPrHZ+2/XJmDktAgDwZeEcXJ7wMYzKRrfNZ3WosKJoFgQ4kWQ4Cr3CjD11mb0ay6BoarcYEwDyzPF9SElERERENDBYqgqw842/tNl36oOrIcjkEiUiIiKiwUqAExmmPZgWsQajTLs7vK83mMyO+Ro2UYnPCy7u9RhHGpPb7TJpsWvx6N5HEK4pw/VD3oZeYelyLJngBACY7Qb89+h1+KnidFyX9E6HxTcAUG0NxFuHb4ATclRbg1FtDe60W+S5Ed9heuTqbnyy/mOkaS+SDYdxpGmIJPMfW/MWijefKA4LzTgHqbPvkiQL0UAhCCJ213ZcALmnNgOnh/3s1jkP1qdhVcl03JjyJjJNewAAmaYsPLXvfnxZOEfygsx6WwAe3/sQ7hn2bKfv+IwP3o7MwCysLJqJr4pm/9bxUkSaMRsR2lLcn/UUsmoz2/3ZZVLV4YYhb2N65Cp8kncZsmoz0ddO0kRERNT/sCCTiIjoN6IIVFuDXMWXhxpTkNcUDydOfti/r34E9tWPgE5uxuSQTZgatg6JhmMQ+O9qyZRXWPHzlirXtqV5YKxQSOQuSX5HsatmjNQx+p0kwxFcErcEI017pY5CROR1Edoy3JL6Kj7MXQiDsgnHmhKR7HdU6lg0iO3ZX4dN22tc25fMiQYAZNVmYETAXkRoy9w6X2lzBK5M/AAjA36Fn7IJFS0huHXHK1AIdtye9hJ+rRuJNaXTurXyrUNs/yXyqpYgNNn93JqbiIiIiKg/clgtqDro3pdEiYiIiHrq9ND1mBf7BUI1lVJH8TkXxX4BhyjH8sK5vbr+q6LZyDRltSmOsTvleDH7DuSb45FvjsfRpiTcnPIa0vxzOh1LLrR9H+RI4xDcn/UUzo38DvNjl0KraGlz3CkKeC3n5h7cixVxRtj6bp7bv8yNXYbnDtwjydzmitw2v/PrQuIkyUE0kDTbtZ0ez6rNdGtBps2pgFHZgL8PfbHN/lh9IR7NeARP77sP5S3hbpuvp+SCHbG6AoRry3CgPh3Jfkc6XVhBJbNhbuxynB72Ez7KvQJ5TfEIVNciUF2LySGbsKZ0WrsFmb+L1Rfi3mHP4o1DN+LnitM98ZFoEDEq6zEpeDNi9QWQCw7IBQcUgv349zKHa59ccMAhyrE0fz4ON6ZIHZuIaFBjQSYREdFvjjQm46Ffn+jRNRaHHmvLpmFt2TTE6ApwRth6TAnd4NauLERE7hCnz2dBZg9E6woxP3YpxgdvlzoKEZGkWp0qLEz4EKtKpksdhahdNVYTAGCof7bbx4435LdZUT1UU4k4fT5mRq3E2KCdGBu0E6eH/oT/Hv0LjjUldTpWRwWZx7tjitDJLbA5lbCJSnAFXSIiIiIiIiIiImnkNKRCBqfUMXzWJXFLkduUgKzaUT2+1iEq8ErOrXgm814YlGYAwP+OXY29dSNd51RZQ/DY3odxYcxyzIv9osMimt87ZP6RE3KsKpmBLVUTcVXi+5gYvNV1bFnhXBxsSO921qHGgwjXlnf7/P5kdOBuxOtzkWdOkDoKEfWRDA6Y7fpOz/m1biScouC2bs9KmR1RupJ2j4VpKvDIyEfx9L77UGCRpuDaqGzA06Pu7/F1Qeoa3Jb2iuu5IwBcErcEd+58HpUtwQjRVHV47e6aTGyomNKrvEQaeTPGBW7HKSEbMcK0F/J2fsfpyDD//fi66AJ8VnAxHCJLgoiIpMC/fYmIiH6T7HcEUdoiFDdH9+r6QkssPsy9Ep/kXYYxgTtxRth6ZJj29OgfSUREnlJiiZQ6Qr8Qoq7ARbGfY0roBrfdkCYi6s8+ybsMapkV0yNX4Whj0oDokCmKYGf7AUIUBVS0hCLTtMdrc96e9lKbTpxJfsfwRMaDWFM6DUvyL4HFoYe/sg7z45ZCFAWIvxVXxuvzThqryBKFnTVjYFLVorbVBBZiEhERERERERERSausJQKP7n0ED454AmGaCqnj+JwiSxT21w3r9fVV1hC8efhG3JX+fIfnOCHHF4UXYV/9cNyc8lq7RTB/7pD5R7WtgXgp+w5kBGTh2qR3UdtqwrKCnnX1HKjdMX93YcxyvJj9d6ljEFEf6RQWVLcGdXqO2W7AoYaULjsPu4tJVYdHRj6K5w7cjZyGNABAkKoKCpndK50zG2zGPl0fqK51fR+qqcTZET9gTdk0XBb/abvnF1si8WrOLRAh69O8NLjIBTsyTVk4JWQjxgTuhFre2qtxZIKIOTFfIVRTgS8L50hWCE1ENJixIJOIiOg3ggCcFf4DPsi9qkfX3TfsKYRpymEXFbA5lWh1qmB3KtDqVOFYUyKSDUf4wrcXjB9twstPZLi2Q4PVEqYh8j3Zv93opPYFKGtxYcxynBX+AxSyjh/gERENNiHqSqwpOwd76jJwRuh67KwZjTGBu6SO1SdHGpOR6HeMC6f0Q7f9XzIumW11bQ/PiPfaA+Tf/bEY83cyQcS5kd9jQvBWfJR7BbZWT8DUsHXtLu5wqGEIdlSPxfaacSht5oIZRERERES/U/uHIeOal/+0lw9XiIiI9RisawAAIABJREFUyNNEzIxaiVNCNqKiJRTlLWGoaAnF8sILcUXCRzAozFIH9BlOUcBbh2+ATVT1aZydNWOxsvh8zIz6BpNDNmFt2bR2z8tpSMO9u5/BdcnvYFLIljbHOivI/N2eukws2v08tPJmOCHvdj6t3IKJwVu6PrEfmxC8DdG6QhRZYrw6b+S42dCHxLu2DZEpXp2faKBpdmjRnX83Z9VmevV5ml5hwf3DnsK3JTMwzH8/UoyH8WXhbCzOv9TjcztEBbLrU932eS+MWY6H9jyO+bFLT3qXyGLX4vmDi2BxdN6llAgABDiRaszBqSG/YGLwFle3cHfIqs3E9KhVKLVEYEXxLJ8oEO7O72pERAMBCzKJiIj+4LTQn/Fp/qWwObt3AzlCW4KRAb+y4NIHDB1ixNAhfVvlimigKrZEot4WIHUMn6SXN2FW9ApMj1zV6xXHiIgGsuDfVp62OtTYUDEFhxpTEKiqQYIhT9pgfeCvqsfS/Pm4NH6x1FGoh+ZMj5I6QqcCVPW4OfV1TK1bB4tdd9KDNKtDBX9lPU4N/QXjg7eh1alyfdkcxxf32Vh5CvbVj5DoExARERERSUdlMCHxnL9KHYOIiIgGEa3cghtT3sT4oO0A0K/ve3vD6pLzcLjRPQV0n+ZdijRjNtKM2QhUVaOmgw5vZocBL+fchj11Gbg68X/QyI8v2CdD9xZctDlV3X7/53eTgzcNiufGF8Ysx6s5t3p1zqCUSQhKmeTVOYkGMofYvRKArNpMLIhf4uE0banlrbgw5kvXdqy+wGtzP7r3EZwa+gsui/8EJlVdn8YyKhtxRth6bKmaiFNDN7r2O0UBr+TcysVXqQsi4vT5OCVkI04J2YggdY1HZhnidxhvHb4BF8d+hn+M/AfeOPQ3r3Sk7YxR2STp/ERE3sKCTCIioj8wKM0YE7gTW6q6dwPwlJCNLMYkIp93oD5d6gg+Ry1rwfTIVZgVvQJ6hUXqOEREPitEXQkAODXkF9yU+obEadwjVFOJnIZU7Kgeg7FBO6WOQwPQsIAD7e5Xy1sRpq3o9NrRgbtw9+7nuJgGERERERERERGRB8Xq8nHH0BcRoS2TOkq/UN4ciiX5l7htPIeowMvZt+HpUfdhUshmfFM8s5OzBawvn4qchlTcmvoKEgx5Hu26dEbYeo+N7UsmBW/G5wUXsZiIaBDIM8ejxmpCoLpWsgwxukKvzSVChg0Vp2F79ThcGL0cM6K+hVJm7/V4MyK/xas5N7cpyPw071Jk1Y5yR1wagELUFa4izBh9kcfnS/c/AEDAZwXzUdESiiczH8DivAVYW3Y2utNF1xP81Y2SzEtE5G3S9yQmIiLyEQ02P7xz5C/YWjWh29ecErKx65OIiCR2sH6o1BF8hkKw4dyI1Xh57G1YEL+ExZhERF0IVh/vkJlVmwmnOHBWIjk15Be8cehvKGsOkzoKURv+qgbcMOQtAKLUUYiIiIiIiIiIiAYoEVclvs9izB5468gNsDo1bh2z0hqKfx/6KyYHb+rW+aXNkXhoz+NYWXw+ZEL3OmT2VLSuEEOMRzwytq+RCSLfeSIaNATkNKRKmiBEUwWt3Lvv57Q4tPg0/zIs2vU8dlSP6fU4ankrRpp+Rb45FgBQbInEiuJZ7opJA4RRWY9zI1bjsZEP4dVxt2JB/BKvFGMCQJSuBCbV8e6bP1WcgRcP3oFL4z/FvcOece33tgAWZBLRIMEOmURENOg5RBnWlE7DZ/kXw+wwdPu6JMMR3qD3IQcPN2D9xirXdmiwGvNmRkmYiMh3HGxgQaYMDkwJ3YCLYj9HiKaq6wuIiAjAiYLMRrsRx5oSkex3VOJE7jExeAveO3YNXsq+HY+NfBgquU3qSNQNX64qRmm51bV9+qRgpKcaJUzkGaMDd+Ps8LVYWzZN6ihERERERF7T2lSLok2L2+xLOPsGCDKuMU1ERETuJuCVnFvxeMZDCNVUSh3G560pPRsH6oe12RemKcOE4K0otkRhZ83YXo+9o2Yc0v0PIFxTirKWiC7Pt4tKfJS7EHpFU6/n7Mxg6Y75u3IvL1pZnbMJ9fl7XNuGyFSEDj/TqxmIBptAVTUuj/8Yk0K2/D979x3dRpW2AfxRlyzZkixb7j1O4hank04oSSChBAi9BxYWWOpHr0voZakLLLv03msIJAQS0nt1SbHj3pvkqq7vDxMlxnbiImtk+/mdo6OZOzN3HhkTS5p57xU6CmICSnCgyfeFoVWWcDyfexfG6HbjysT3ERVQ3u2+ddZgVLRFoLwtEhVtEe3LrZGosYbi1PCVuGbEO2hxqCHUrIPkX5SSNkwK3orpoeuRod8LyQANGNETKUG52FA7HQCQbU7Hw7uX4J60Z/Dc+LvwTt5ibKidBl/+3mrlA/NejYjI37Agk4iIhr1X99+MTbVTe30cR4rzL1t2NOC2h458cTsxU8+CTCIAFW3haLAFCx1DQG5MNmzBhXGfH/NLVSIi6ppOboJcbIXNpcDKilORpMmHyIfXl+7b+SRqrKGwu2S4OuldzA77wyv9amQtGK/fga31k/HOocX4e/KbXumXBtbL/8vDhq1HRvF87emxQ7IgEwAuT/gQpa3REMGNEEUtQpS17c9/PjbXnoAvii8UOiYRERERkddYzVXY/e5tHdoSTr1OoDREREQ01JntOjydfS+WZD4MjbSl18c32TUw27WIDigbgHT+o84ajE8KLwEAhCsrMCVkE04I2YwETSEAoKQlGjvqx8ONvg+i8XHhpUjXZvWoIPOwFkfPB1vvKYnIgVnGNV7v158VtcYhXbsXxa2xaLRrB/x85dt+QN7SFz3rsbMuZ0Em0QCRiuxYEPUTzon5FkqJ9fgH+ECcukiQgszD9pgycffOZzE3YgUWxX4FtfTIjJ2tDhVu3/4izHZdt8evrZmJS+I/gcPN0ovhTCJyYKx+F6aHrseE4O1QSGxCRwIApGpzPAWZAFDWFo2Hdj+Gu1Kfwy2jX4UmvxkrKub5LE+dZeDfVxAR+QO+KyAiomHPqKw+7j4SkQMxASWI1xQiXl2IBE0BEjWHfJCOiKh/cs3De3ZMhdgKlaQNZa1RMCjq/OaLZiIif9XiCEBe0wgUtcShsCUeRc1xsLtkWBC5FL9VnYIgeSMujvvUJ0WZNqcMBS2JAACDohYzQtd5tf+Jhm3YWj8ZBxuT4XKLIBa5vdo/UX8oJDb8c8yj3W4/N/ZbNDs0WFa+wIepiIiIiIiIiIiIho7ytii8kHsHbkh+A2a7FiabDma7FmabFia7DiabDnMifkWGLstzTF5TElZUzEV+UxIey3xIwPS+sbTsDMyLWI4pIZsQrynqtD1GXYpM/W7sahjX53M43VLsNWX0J6ZXjA/egSBZk9AxfMbhksDhkuLO1OcBAL+Un4alZWeg2REocDIi6j83FsV+hQVRP0EmdggdxiNGXSJ0BDjdUvxcPh/ra6bjwrjPcVLYKohFbvxSftoxizEBwOJUYW3NTIQrK32UlvyFCC6MDtqH6aHrMSVkEzSy3g/mMdBStTmd2sx2HZbsfRj/GPlvpGuzfFaQqZfXI6ss2SfnIiISGgsyiYho2EvTZuOH0rM96wqxBXHqIsRrCpGgLkC8phAxASWQip0CpiQi6pvhXpBpdSnxR/Vs/FE9GzKRDWm6bEwI3o4JwdsRrGgQOh4RkV+xuWSwueT4tPBiFLYkdNiW25iCJzIfwAu5d0AicuKC2C8GvCizyhLmWT4r6gevvx+vtIQDAM6P+5LFmDQoXZH4IZodGqypPlHoKERERERERERERINSjjkNN2/7d5fbkgMPIE2bDZtThvU10/Fr5Rwcak6CROTAo2MeQYC0zcdpfe/KxA+Ou8+ZUT/2qyATAFyQ9Ot4bzgpbJXQEXyqrC0Ki5Pe8QxovDDme8yNWIGfy0/HT2UL0OpUC5yQiPpOhM+KLsaPZWdiWsgGzDSuxcigg0KHQmxAsdARPBrtWvwv7zr8WjEHF8V9hmXl83t03K8Vc3Bx/KcDnI78gxtx6iJMD12P6aHrYVDUCx3omCIDKqCX16PBFtyh3eZS4MV9t+P0yJ99kmOE5iDK2qIA+GCEbyIiP8CCTCIiGvaSNPkQwQU3xIhXF+DJsffzhuxBKMyowKwpIZ71kSM0AqYh8h85jalCR/AbdrccuxrGYVfDWBQ2x2PxiHcgEbmEjkVE5DfkYjtKrME4O/p7/FB6lmd2SrWkGQXNCdhRPx5PjH0A/zn4d3xdch4WxX49oHkOF0zqZA0DciNEjjkVcepCTDZs8XrfNDAy03SQSsSe9XCjUsA0/uH65DeRZUpHvc0gdBQiIiIion6RKAIQkjJL6BhEREREAACpyI4zo3/EhwWXY03VLLQ4j9x/cGHc5xgRmC9gOmHVWEKgkrR5ZodK0+UgUZOPQ81JAifrO728HmP1u4SO4VNhyirEqTsWRwVI23Be7DeYF7kcP5UtwM/lp8PiVHntnGpjQof3/JrIUV7rm4g6a3Fo8GvlXPxaORcRqnLMDF2Lmca1CFXWCpKnfYZMN/ypUKuwJQFP59zX4/1LWmORZUofwEQktFBFtacIM0ZdKnScXkkJysWG2umd2t0QY1n5ggE/f7p2L0x2HdqcAQN+LiIif8GCTCIiGraKW2Lwe+XJWFszE26039Q7I3QdizEHqdNOCsdpJ4ULHYPIr1RbQlFnDTn+jsOKG7eMegXTQjcKHYSIyC8lBR6CWOSCUVmNCksELE4VWpwaxKsL8HHhZVBIrLh11MtYVj4fP5SeibOifxywLJVt7e/tzohaCrnE7tW+LU4F8ppG4PbRL/L9/yDy0mOZQkfwOwcbk1H/l5FOiYiIiIgGo4CQWMx8+FehYxARERF5vJh7u+deksPG6HYP6Pfig0FJawzezrsGN458HWm6HADts2S+vP82gZP13SzjmmF3reDwzJhd0UhbcGHcFzg98mf8WHomVlTMhdXV/wESE+dcj8Q51/e7HyLqvYq2SHxRfCG+LD4fKdpcnGj8AyeEbD7mvwXeppRYoJE2o9kR6LNzDoRVVScJHYG8LEhmxtSQjZgeut4vZpPtq1RtTpcFmb4wOigXOrkJWeYMQc5PRCQUFmQSEdGwU9Acj7fzr0FeU3KHdhFcmBa6QaBURETel2tOETqCHxLBbNcKHYKIyK+FKauwOOkdvLTvNuT+OdNytcWIlKAcvJN/DcQiFxZELUOueTTWVM/ELOPaAclR0RYBAEjTZXu9732NoxGvLsSE4O1e75vIl74rXQh/GkmYiIiIiIiIiIhoKHC4ZZ3atDITbhz5ugBp/E+dLQSPZz2I82O/xLmx3+KEkM0ILaxGjdUodLQ+cGN22GqhQ/ilIFkTLk34BAuifsIPpWfh18o5sLvkQscion5wQ4wccxpyzGl4J38xZhrX4qrE9yAVOwf0vGZbEF7ef+ugL8YEwNn/hpg54StwVdJ7kIhcQkfpt4G4r6In4tSFOCFkM94/dKWnLVDWLEgWIiJfEx9/FyIioqFlefm8TsWYAJCmzUawokGAREREAyPHnCp0BL/0VdEiNNoH/5e8REQDxeaS44V9dyBCVYFIVRkAoNWphtMtQYL6EN7K+xtWVc5GinYf0rVZyGtKGpAcVZYwAMCDux/HRwWXotWh8lrf2aY0nB/3JUSsY6NBrKA5Hrsaxgodg4iIiIiIiIiIaFiwueTYUDMNTjdvuQTai3p+KlsAABCL3JgftUzgRH0Tqy5GhKpS6Bh+TSc344rED/HyhFsxN2I5pCK70JGIyAtGBe3HWdE/DHgxZn5TIu7f9SRyzGkDeh6i3koOPIArE98fEsWYABChqoReXu/Tc4YrK3BZwkf4rPAiHB5EOEhmxr0T3vJpDiIioXCGTCIiGlbsLim21k3qctss4xofpyFvamtzoqnF4VmXSkQI1nNkPhreOENm11qcGnxaeDGuT/6v0FGIiPySTm7G4sR38PCeJbC6lJ72A02jsCBqKeptwfhv3nUQi1w4MWwNgmSNsLukkIkdx+i19w7PkOl0S7G07EysrZ6JqxLfw9TQTf3ue1/jaEwybO13P+RbDSYb7A63Zz1QLYVKJREw0cCrtoSiuCUWDTY9WhxqNDs0aHZo0OJQo7glFpwdk4iIiIiGCpfTAXtzx5vG5EGhEHEkHSIiIvITdpcMFW0RaLZroJU3Ch3HL7Q4NWiw6aCXm3BS2Cp8VnhRh+sKg0FJSwzymxKRFHhI6Ch+L1jRgMVJ7+KsqB/wbck5WFV1Elzo+Xf0DksznNZWz7pYpoQsIGggohLRMWikTbg84UNMC92AaosRBc3xiFMXQSxyH//gXlpddSLezrsGdjfv4QtVVMPlFqPOZgCv7wkvSGbGbaNfGvCCZF9L1eZgfc0Mn5xLL6/HHSkv4KV9t3ne/wXJzHgo/TEoLVU+yUBEJDQWZBIR0bCyp2EMWpyaDm1x6kJcEv8Jxuj2CJSKvOGLH0px3Z07POsTM/VYv3S2cIGIBFZnDUa11Sh0DL+1umo2Tg1fyQtrRETdiNMU45ZRr+D53DvhxpHRvleUz8XVSe/infzF+M/Bv0MicmKGcb3Xz+9wSRAgbYUbIrQ41LC5FDDbdXgr71pMMmzt14WRFkcA8ppG4ImsB3BX6nNI12V7MTkNpHMXb8SGrUdu0H7t6bG49tIEARMNPKOyBkZlDRrtgaizGjyPGmsodjdkCh2PiIiIiMhrWirzsPLOju9xF37cCoiG9iAsRERE5P+kIjtOCluFhTHfwaDw7axDg0FZaxT0chNaHQGwuhRCx+k1N8R4/9CVWJL5iNBRBo0QZR3+lvwWXBBjVdXJPT4u9+vHkbf0Rc967KzLMeEGzqBF5Gt6eQO+Kl6EjbVTcXL475gQvH1AijFrLQbYXTJcn/wmAqStUEnaPM8qSRt+qzwFnxVd7PXz+qNQRTWeGPsAgmRNaLarUdwai6KWOBS3tD+XtkbDNgj/hg5WIrhwy6hXhuT7Ol8VZGqkTbg/7Ul8U3IuytuiAABamQkPpj+OGHUpaiwDHoGIyC+wIJOIiIaVjbVTPcshihpcGPc5poeuH5AvFYiIhJRjTgVHVOueG2K8e+hqPJ75kNBRiIj81gTDDlyW8BE+LLjC02Z3y7GiYi6uTHwfb+dfi9cO3ASxyIVpoRu9em6p2Innx9915LwuKfKaRuDRvf/EXlMGxgXv6nPfueYUuCGG1aXEM9n34LbRL2GCYcfxDyQSUJCsCUGyJiRoClFlMeLV/TfzwiwREREREREREdEAkorsmB22Ggujv0OIsk7oOH6rrDUK6bps7DZlYrBenz7QNArrq6dhunGD0FEGlXNjvsGa6llwunkbMtFgoZWZMC54J04J/w1hyuoBPVeIsg5zIlZ2u73VEdBh3SCvRYNN36uZdwcDpaQNd6Y+jyBZEwBAI2tBqjYXqdpczz4utwgVbRGeAs1t9RNR2hoNvbwBDbZgoaIPWRfGfT5kB22eGrIRG2umIsucMWDnUIgtuCf1GeSYU7GxdhqA9n9bHsp4DNEBZQN2XiIif8RPQkREg4DFqYBSYhU6xqBnc8qwrX4iNNImnBPzLeZGrIBM7BA6FhHRgMg1pwgdwe/lNSXjj6pZODFsjdBRiIj8zu+VJ6HRHoRIVTnStFnINqd7thW2JKDGGorTIn7GLxWn49/7/wGxyIUpIZsHLI9M7MCooP0IlDZiU+2UfhVkZpvTPMt2txwv7LsDN418zetFpUQDYX31NLyVfy3anAHH35mIiIiIiIiIiIh6jYWYvVPaGg0A2NMwRuAk/fNx4aWYYNjO+7N6IVRZi9lhq/Fb5alCRyGiY3IjVZuDU8NXYrJhC6Rip9CBAABNjkDPslFRhSWZD8Ns1+Ld/Kuxr3Fo3PMkggs3jXwNceriLrc7XBKUtMagsCUeRc1xKGyJR3FLLNwQ4ZZRr0AutuH53Lu6PJb6ZkLwNiyM+V7oGAMmQNqG+9OfxCeFl2Bp2Rnw9mAZUpEdi5PewW5TJr4rWQigvRjz4YwliAoo9+q5iIgGAxZkEhENAk9l34dFsV8hQ5cldJRBLduchnkRy3F29PcIkLYJHYeIaECxIPP4ZGIbojgyFxFRlxQSKz7Lu7jb7T+WnokH0x9HSWsMss3peHX/zRDDhckhWwcsk1jUfrFwW91EOFySPl8szDaldVh3uqV4df/NsDiVODl8lTeiEnmdxanAO/mLsaZ6FgbrKPNERERERERERET+jIWYfVPWFgWXW4S9poGbickX6m0G/FB6Fi6I+1LoKIPKuTHf4I+qE+Fwy4SOQkRdGBm4H9cnv+mXhVJN9vaCzEBpI+5Lfwo6uRk6uRn/HPMo1lbPwCeFl/RrdkiJyAGpyAGrS+mtyL12fuyXmGTYBgBodqhR1ByHopb2wsvytkiYbVrUWI0djolTF+K20S8hQlUJm0sGhdgi6GsYSsKUlbhx5OtCxxhwYpEblyV8jAR1Ad7Mux42l6JP/SjEFoSpqhChrECYqgq1lhDkNyfhv3nXeWbH1ska8FDGY375bwwRkS+wIJOIyM/lNSVhf+NoPJ9zJ+5PfxKjgg4IHWnQytTv7tdMOuTfLjw7GvNPDfesSyW8SZmGrwabDhWWCKFj+Dk3rhvxX4wIzBc6CBGRX5oQvP2YF3fcEOONgzfg4YwleDzrQVRbwvDy/ltxu+hFTDRsH7Bc6bosbK6bgr2mjD69t2+0B6K4Na5Tuxti/DfvelicSsyP+tkbUWkAfPPOVDicbs+6JmBwfrVZ0ByPl/bdBre7559ZWp0BaD5qpGAiIiIioqFGHT4C898s7dgoEgsThoiIiIYViciB2WGrcU70tyzE7AG1tAUiuOBG+3u1stYo5DWNGBLfX/5YdiZOCluFUGWt0FEGDYOiHieH/44VFfOOu2/KeQ9i5Jn/51kXS/tWIEJEPXdW9A9+WyjV7NBAIbbgnrRnEKGq7LBtpnEdJgZvw9cl5+Hn8tM9xV/HIxE5kKHbiykhmzDRsA2P7X0IRS3xA5D++KaGbMC5sd9iZcUp+K50IWqtIRihycP8qGU4W/89IlQVcLnFeO/QVVhZOQeAG6eE/4YrE9+HXGwHAMjFdozV78LmuimCvIahRC624o6UF6CWtgodxWemGzcgMqAcL+Te0anw9zCpyI4wZRXCVZWIUFUgQlWBcGUlwlWVMCjq0WxXY3X1bPxWcQoqLJEdjmUxJhERCzKJiPze8vL2L6ysLiVe3ncrXpp4m+cDF/WOWOQ+/k40aCmVEiiVEqFjEPmF9tkxWZR8bCL8VLYAMrEdkw1b+DeCiOgvlBIrJhu2YG3NLEwybMF4/Q40OQLRZP/z4QhEoz0I66pn4K6U5/DQnsdgcarw4r7b8X8p/8L44J0DkitdlwUA2FQ7pU8FmTnm1GNu/6DgSrQ5VTg35huI+KfU7+h1cqEj9JvdJcXrB25ElSX8+DsTEREREQ0jYokUiqBQoWMQERGRX3DDl9c6kwMPIl2bBY2s2WfnHMxGBR3Ao2MewX8O/h3lbVEw27VYXzNd6FheYXfJ8VHBZbg95SWhowwqC6O/w6rKk2B3H/s7fKlSA6lS46NURKSX12N88A6hY3Sr1RGAW0e/3O1A6iqpBZclfIyTwlbhvUNXYa9pTJf7SUQOpGmzMTVkIyYZtkIja/Fsq7MaBiT78SRq8nFD8hsAgPzmJNRaQ6EQW3Dz6FcRpqz27CcWOXHtiLcRry6EStqG6aEbOvU1OWQLCzL7zY1rkt5GnLpY6CA+l6ApxBNjH8D/8v4Gu0vmKbiMUFUgXFWJEEVtl/fM5TUl4YuiC7Chdhrsrs5/3/XyejyU/hgiAyp88TKIiPwWCzKJiPyY2RaEjbVTAQAGRS3uTn2WxZhERHRc7QWZdDyFLQl4ad/tiFSVYWHMd5geuh4SkUvoWEREfmOGcR3W1szC1rrJGBl4AGdF/9jtvjeNfA3/yr0TTrcUL+TegbtSn0Omfo/XM4UrK2FQ1GJb3UQ4XBJIxc5eHZ9lSj/uPl8WX4A2pwqXxn/Mokzyui+KLkBJa6zQMYiIiIiIiIiIiPyOCC6cE/MtFkZ/hwa7HvXWYNTbgj3PdVaDZ91k08EF7wzYvK8xBfsaUyAT2ZCh34uL4z5FjLr0+AcOYyODDuLpcffiq+JFWFp6Bv6oPlHoSF6zue4E5JhTkKrNFTrKoBGsaMAp4b/hl4rThY5CREeZZVzj14OTXxj/eY8G+Y0KKMcD6U9ic+1kfFhwOWqtoZ4izCkhmzDJsBWBXQyqYHEq0OzwfRG4TtaA/0v5F+SS9vt8D2e4OP7TDsWYRzs14rdu+xuv3wGZyHbconfq3inhv+HEsDVCxxBMkKwJ/5fyQo/339WQiaez7+t2u15ej4czlnSa2ZaIaDhiQSYRkR/7vepkONwyAECwvB7Ly+dBKzdDKzMjKqAMGX/ODkNERHS0483+RYe5ERNQgvHBO2BUVEME//0imohICOm6LGhlJpjtOnxceBmaHRpcFPdZl0WKkwzbcH7sF/iy+AI43DI8n3Mn7k571uufWUQiIF2bhT+qZ2OvKaPXs2Rmm9M6rMvEti5HdFxadiYsTiUWJ73j1xcqaXDZZx6FpWVnCB2DiIiIiIiIiIjILySoD6GwJR5uiAEAf0/+j+dm+TBJdbdFCwDgcovQYNOjwaZHndWAH8vORF5Tcr/yON0STA3ZyGLMHpKL7bgk/lO43GIsLTtT6DheJMJ7h67C02Pv5fWBXjg75nv8VnVKl9dciEgYCrEVy8vnotmh8TxaHGo0248sTwvdgCsTPxAk34Rezt55QsgWjNXvws6GcUjV5iBI1nTM/dtnx/Tt6LsykQ13pj4Pg6Le09biUCMlKAenRS7vU58qqQXpuizsbBjvrZjDSqImH1clvid0jEElOfAgxHB2OfhJsLwOD2U8xmJMIqI/sSCTiMhPOd1lgD+/AAAgAElEQVRi/Foxx7N+sGkkDjaNhBhOzI1Ygemh6wVMR+R/fllViX+9ftCzPnKEBq89NU7ARETCMNuCUNYWJXSMQUEMF+LURZgRuo4XVomIuiARuTAtdAO21U3EaZG/YH/jKHxVvAjnxX7d5U0I58R8i6KWOGypOwF2txzP5tyNe1KfQbou26u50nTZ+KN6NjbWTu1VQWa9VY+KtkgAwFj9TpwT8y0A4J97/um54edoKyvnwOJU4oaRb3AGZT9x20O7kb2v0bN+63UjcMacCAET9ZzFqcAbB2/o8neNiIiIiIiA1tpibH/9mg5tMx78BSKxd2a+IiIiIv8yL+IXXJ30HvKbEvFhweXY15iC70vPRlJgPqIDyo57vFjkhkFRD4OiHiMC8yET2/Fszj0d9jklfCXStVnINqch25yGirYIHKswwwUJ3slfjLLWKCyM+Q5KibW/L3PIqLIYuyyQ3Vw7GT+VLRAg0cAqbonDb5WnYE7ESqGjDBp6uQlzwn/FsvLufx8O/fomyjZ+5Vk3Zs7FqLPv8kU8omHpi+ILj7ndoKjFBbFf+CiNdygkNkwJ2dyjfWutIQOc5q/cuC75vxgRmN+h1eGS4qaRr/Wr5xPD/sDOhnHwdYHpYBcobcTto1+ETOwQOsqgopa2Il2XhVprCDTSZmhkzdhZPw56eQMezliCcFWV0BGJiPwGCzKJiPzU9roJqLcZOrRl6nfhioQPEBVQLlAqIv9VVW3Fmk21nvXWNqeAaYiEs69xNPgFXM+4IMG6mplYXzMd44J3YmH0dxgZdPD4BxIRDSMzQtfh5/L5iFUXY0HUMrjdgLubvzNikRs3jnwdlbvDUdwaB7tLjudy7sI9ac8gVZvrtUzp2vZZN7fVTYTdJe3xBZQccyomGbbgnJhvkagp8LSfFf0Dvi9d2OUx62pmwupU4JbRr/BCjR/YnW3Chq1HRpS9cGG0gGl656OCy1BlCRc6BhERERGR33JaW1Gbu0boGEREROQDh4sxASAp8BAeTH8cd+18DuVtUXhg1xP4e/J/MDV0U6/6HB+8ExHKclRYIj1tJ4WtwojAfE9f9VY9cs0pngLNKksYDl9X1cpMmBKyCanaHIwO2sdizKNYnArcuf15nBqxEhfGfe752expyMCr+28esoPQfVF0AaaGboRG2uJpc7gkkIp5L0p3zor+Ab9VngKrS9nl9pbqgg7v+QNC43wVjYg6ceNvI/4HldQidJAB4+uCzDOjfsRM47pO7WdF/4AwVfezfvfElJDNuCbpbbyTv3jI/t31NpnIhn+M+jdClbXH35k6uT/9Kc9yQXM8iprj8FDGYyzGJCL6CxZkEhH5qeUV8zzLkaoyXJ7wYa9mfyEiouEpx5wqdIRBxw0xdtRPwI768TgjaikuS/hY6EhERH4jUXMIEapyfFF0AdK1WRCJABE6z455mFJixZ2pz+OBXU+gyREEq0uJZ7LvwX1pT2G0dr9XMgUrGhCpKkN5WxT2mjIwPnhnj46bHLIFM4zrO7Uviv0KO+vHobi16wv/W+sn47Oii3B5wkf9yk3Di8MlwYGmkdhrykCWKR0Hm5IxTr8Dceoi1NuCUW8NRr0tGHVWQ7c3pxAREREREREREQ01iZp8TzHmYe8euhommw4nGDZhomEbMnR7+9T3vMjleO/Q1QCAEEVNpxmqghUNmG7cgOnGDQCAOmswcsypyDanYZ95NAAgQ7cXAdK2Pp1/qDrQOBJ2txw/l8/HltrJuDLpfQTL6/Gv3P+Dwy0TOt6AaXIE4auiRbgq6X0A7cUIy8rn46aRrx/32GaHGgqxddgN9KiTm3Hb6Jfw+oEb0eQIEjoOER3DLOMajNXvFjrGgKqzGo6/k5eM12/HxfGfdrltomG7V84xJ2IlNNJm/PvAP+B0s/yjMzdi1cUYo9uDMbo9GB20D3KJXehQQ0JxSywezljS78JiIqKhiH+RiYj8UGlrFLLN6VBLm3F+7Jc4NXwlR1gjIqIeyTWnCB1h0Bqj24NFsV8JHYOIyK+IRMBlCR/h+Zw7saNhPCYE7zjuMUZlDW4b/RKezL4fTrcUVpcST+fci/vTnvTaTMTpuiyUt0VhU+2UHhdk1luDoZObOo1sLhM78I9R/8b9u57s9uaRlRWnYmH0dwiUNfc7Ow1dBc3x2Nc4GnKxDd8Un4s6W/vIu2I4cUn8Jzgr+scuj2t1qFBnNaDBpkedzYAGa8fnemswmhyB4CzoREREREREREQ02OnlDZ7l5eVzMdGwDZMNW3B14rv9vi/mROMf+LzoQrQ5AzDZsOW4+xsU9ZhpXOeZzarGEoKDTclI0eZCLuYN/IcdPSBwnS0EL+T+H6Qi+5Auxjzs18o5ODViJaxOBZ7Mvh9SUccCy6VlCxCtKsXY4CNFTQ6XBD+WnomL4z/zdVy/MC54F54edy9e3ncrDjSNEjoOEXVBJ2vAFYkfCB1jwPmqIDM6oAT/GPVviEXdD2rsLVNDNyFA2ooXcu/ggK8A9PJ6pOuyMEa3Bxm6vdDJzUJHGpJmGNdBInIJHYOIyC+xIJOIhg2HS4JaawjClFUQ+fk9jCsq5mK2cRUuS/gIGlmL0HGIBoXJ4/V4+fFMz7oxRCFgGiLhaOVmoFXoFIPP9NB1uCH5DQ6AQETUhQnBO3BV4nv4suh8jNPv7NHFpDRdDq5MfB/v5F8DALA4VXgq+z48kP5Ep1HJ+yJdm4UVFfOwrW4i7C5pt6NMV7aFeT4Dutxi3L3jWfwt+X/I0GV12C9WXYIL4z7Hx4WXddmP1aXE8op5WBT7db+zU9/d+rcRuPDsIwW10yb6bmTbrlRZjMgypSPLlI4Whxrjg3dgRug6/FZ5iqcYUy+vxy2jXkGKdl+3/QRI2xAgLUWMurTbfWwuGRpses/Mmg1WPX6uOB111hCvvy4iIiIiIiEotGHIvPrlv7T6+QU9IiIi6rUASfuFzNLWKLx/6EpopM2eGSv7SyW14KSwVVhWvgBTQjb1+vhQZS1ClbVeyTKU7Gsc3altOBRjAoDTLcXrB25EZVs4Wp1qAEC9VY9gRXth8ZrqWahqC8PDGUuQFHgIAPB2/jWIUxcJltkfGBT1eGTMo/i88EL8WHYm3BADACInnQ11aLxnP03kSIESEg1vi5PegUY6tO9JzTKlYWfDuAE8gxtqaQt0MhPuSnnOp7NrZ+r34IH0J/BMzj1ocWh8dl5/IBdbkRKUizH69gLMWHWJ0JGGBRZjEhF1jwWZRDQsPJtzF1Iim3BuzDd+X4zZ6lBhfc10vDrxZp9+UCMa7FKSg5CSHCR0DCLBnR/7JfaaMsCblXpnf+Mo3L3zWcjFNsjE9i6fF8V+BYOiXuioRESCmBe5AtUWI7bUTcaUkM09OmZO+K8oaonDb5WnAgDanAF4Mut+PJjxOBI1Bf3Kk6rLgRhOtDrV2GMa0+3MnS/uux2tjgBMMmzFJMNWyMR2PJH1IE40rsblCR96BsBxusVI0BRAKWmDxanqsq9fyk/DGVFLO82wSb6z8PQoQc/faA9EtikNe00ZyDKlo82pwgzjOiyM+Q5x6mIAwP7Gkfii6AIAQJo2CzePetUro7HKxXaEKasRpqz2tMVrCvFE1gOem1mIiIiIiAYzuUaPxLl/FzoGERERDTDVn/fBfFxwKVyQ4Mvi8zEldJPXbvSeF7kcW+omY2TQQa/0N9zZXDLkNyUJHUNQh5o7vv6ClgQEKxpQ0hKN4pZYACI8m3M3lmQ+jK21k7CmehbemHyDMGH9iETkwiUJnyJFm4vXD9yIJkcQDCOnwjByqtDRiIa99TXTkabLhlo69EZ7d7gk+LzoQiwtO6Nf188kIgeC5fUwKOoQoqjt8DAo6hCqrIFSYkWDTQe1AMWtI4MO4pGMR/FU9n1osAUfc1+VpBUKsRUmu95H6bxHBBfi1EUYo9+DMbo9GBW0v9uBmomIiITAgkwiGhYuiP0Ck+IqhY7RI2uqZyE2oJjFmERE1Ccjgw5ijG4P9pgyj78zedRaQ4+zhxuXJ3zokyxERP7q0oSP8WXx+Zhs2NKjWTJFIuDqxHdR2hqN/X+OoN3qVOOJrAfwYPrjSNAU9jmLRtqCu1Kfwyv7b8H66unI1O3ucpZjhdiKIms8lpUvwLLyBZ72P6pnY1fDWJwd/T1KWmOwrW4imhzHHtyj2RGI3ytPxvyon3uU0eGSoKA5AfsaR8PukkErN0MrMyNUWYPYgGK/HyyIAKtTjtzGFGSZ0rHXlIHilliIRS5k6nfjsoSPMD54R4ffu2a7Gq/svwVuiLAw+ltcEPdFj/5f6at0XTZOi/wFP5fPH7BzEBEREREREREReZNK0oa9pnTPrFWVlgisrpqNU8J/90r/YcpqXJ/8plf6IiCvaQTsbrnQMfxKQXMCJgTvwPqa6Tg8SLLZrsOjex5Bg02PTP1uBMmahA3pR8YF78LT4+7FK/tv8VwrIiJhba6bgvzmJNw86lWMCjogdByvqWgLx6v7b+5USN9bM0PX4PrkN7u89vxXerkJJpsWci8MztpbseoS/HPMP/Fk1v2osoR32q6WNmN+5DKcFvkLPjh0Bf6onu3zjH1hkNciQ78XGbr2B/+mEhGRP2NBJhENC/GaIgAKoWMcl8stwvKKeZgdtlroKERENIidH/sl9pjGgLNkeo9BUcfBEoho2BOL3Dgn+ltUW4wIV1X16Bip2Ik7Rr+A+3c/iTprCFSSVsyNWIHncu7CPanPIE5TfMzjay0GBMqaoJDYOm0bF7wLS8Y8jOdy7sLlGz6EQVEHo7IaRmU1wpRVMCqrYXfJuu3bbNfhg4Ire/Q6DltadgbmRqyAWOSC2a6FTmbqtrBSKnYiOSgPSYH5yG9KwocFl+NA0ygAQJiyEvMiluO0yF8GtGCPesfpFiO/KclTgHmwKRkOd/vvUHRACS6N/xgzjOu6nfHyPwf/jjprCBRiC4pbYvFV8SLEqwsRrymEUVkzIJkvjvsUuxsyUd4m7OyhREREREREREREPaGUWPBhweU4+jrmtyXn4KSwVbA6FVBJLf0+R4Yuq999ULtcc4rQEfxOQXMCAGBDzbQO7fU2AwBgZuhan2fydwZFPR7OWIJns+/GbtNYoeMQEdoHLX90zyNYFPsVFsZ8N+ivV66qnI33Dl0Fq0vZr37mhK/ANSPe6dUxSkn/37v0VZiyGo+OeQRPZt2P4tY4AECgtBELon7CvIjlnvdVwYp6wTIej1LShtSgHGTo92KMbg+iAsqFjkRERNRjLMgkIvIjWaZ0VLRFYqx+l9BRiAad3IONWL2+1rNuDFHgvDN4UzINT8lBeRir34Vdf44sS/0XE1AidAQiIr8gl9h7XIx5mFbeiDtTnsfXxefhqsT3EKKsQ3LgQTydcy/uT3sSMerSbo8NkjXis6KLUNoajbH6XRgbvAsRygpPEWSMuhSPj30QL+TegX2NKai1hiLHnAYAuCrxXZwY9gd0DSbkmFP7fQEOaL+hYl3NDMwO+wP11mC8uv9m2F0yRAWUIVpV2v4cUAqDoq7DhcvdpkwcbEqGROTAOP1OnBj2B8bpdw76i5u+9t3PZaiosnrWT5wagtRRx57Z9HhKWqKRZU5HlikdOeZUtDkDPNvUkmacFLoKJ4b9gRGB+cfs5+fy07CtfhIAwOpSYkfDBOxomODZrpE2YX7kMiyI+qnLAuO+kkvsuGnka3h4zxI43fyql4iIiIgGL1tzA0o3fNahLeHU6yESiwVKRERERANha90kFLfEdWibEboOv1bMgV7egMkhWwVKNrzUW/WotIQjVZvb7T61FgPWVc/wYarBoaA5AQcak1FtDeu0TSlpw0TDNgFS+b9ccwpWb2lCQ+EbnjZN5CgY008WMBXR8OaCBF8UX4gsczpuHfUytPJGoSP1WrNDjf8d/Bs2103pd1/TQ9dhbsSKXh+nlFiPv9MA0snNeGTMo3j9wI1ICcrFqRErO2UKlvtPQaYILiRqDmGMfg8ydHsxMvBAj2YjJSIi8kcit5s3fhHR0CISiUIBVB/dVrprPkIN/j9D5nM5d6KgOQGvTbqp21lWjlZtCUVhczy/kCYC8P7nRbjuzh2e9YmZeqxfOlu4QEQCy29KxAO7nwBnyew7tbQZl8R/ggnB26GUWAT/EpWIaKhZUz0THxdciocyHkN0QNkx991UewLePHg92pwBMCqr2osz9buQps2GQmKDwyXBW3nXYnX1SZ5jQhQ1eG7cXVBJLbC7pNjfOAq7GzKxxzQGRS3xfc4dpqzExfGfYoQmD3pFA5aVzcdXxYs6FHwqxBZEBZQhSlUGk12HvaYxmG1chUsSPkGQrKnP5x7uTjr3D2zYeuSC4WtPj8W1lyb0qo86azCyTO0FmFnmdDTYgjtsF8GFDN1ezA5bjYmGbZCL7cfts6A5Hg/vXgK7W95pW6SqDLOMazAjdB1ClHW9ytobXxYtwtcliwasfyIiIiKigdZUtg8r78zs0Lbw41aIxBKBEhEREZEvxAQUI1hejwa7Hk+PvZeD2PnQ23mLAQCXJnzc6Tro/saReCH3DpjtOiGi+Tk3poZsxMbaaZ22zDSuwU0jXxcgk38ra43Ew7uXYNMHjyNv6Yue9thZl2PCDW8JmIyIDnsofQnSdDlCx+iVHHMKXjtwE+qsIf3syY0IZQWcbgmeG3+XVwdW9Rfb68fjuZy7BTt/qKIaY3R7kKHfi3RtFjSyFsGykG/U1FkRPXbZX5uNbre7Rog8REQDhcOmE9GwtteUjnRtVo+KHwdatSUUO+rHY3bY6h7l2WtKx8v7bsX96U8OfDgiIhp0kgIPYbx+R4eZmah3Whwa/C/vb9hlGIsrE95nQSYRkZfNMq5Fkz0Qj+19CA9nLEFUQDlcblGXN9xMCdmMBE0BXtl3C/KbR2BFxTysqJgHmciGFG0uxup34ayYHxAdUIqPCy+FG2LUWkPxadHFWJz0LmRiB9J12UjXZeNSfAKTTYs9pjHY0zAGe0xj0GjX9jh3lSUcL+27HQCgkzUgKTAf00PXY3PtCWhxagC0z5B4qDkJh5qTPMetrZkJo7IaZ8d8D4nI1c+fHvVUiyMA2eY0ZJvSsNeUgfK2SHQ1YEW4sgInhv2BWcY1MCjaiz5rLO0XcKViB2Qie/uz2N7hv5/FqcAr+27pUIwZJDNjWsgGzDSuRVLgoYF9gX86J+Zb7GwY1+F3joiIiIiIiIiIyN+VtUahpDUWd6c+w2JMH7s4/lP8345/YVfDWFyX/F9k6LIAAKuqZuPtvGvgcMsETuivRNhU2/VMbDND1/o4i/8z2bR4Ovtez/UTIvJPenmD0BF6pd6qx1PZ98Hu6jxYau+JUGGJxFnR3w/JYkzA9zNkqiStSNNmI0O3F2P0exChqvTp+YmIiHyFBZlENCy53cBnRRfh+9KFOD/2C5wX+43QkbCy8lS4IcZY/a5j7ud2Az+VLcDHhZdCJzchQV3go4RERDTYLIr7CjsaxoOzZPaHCFvrJmNPwxicE/MtzohaCqnYKXQoIqIhY0HUMjTag/B41oN4OGMJ8ppGwOpU4OTw3zvdfBOmrMajYx7BW/nXYnVV+0yYdrcce0yZ2GPKxAcFV8KorEKYsgqVlggAwIqKeZgT/iti1KUd+tLJzZhlXItZxrVwuUUoaonD7oZMrKuZgdLWmB7nb3GoER1QCqOyGqOC9kMqdkAqan+IRS402PSoaItApSUclW3h+Lb0HGyvn4AbR76OqIDyfv706HjsLik21EzD1rpJyDanwenu+FWoUtKGKSGbMNu4GqO1+z3tlW1hWFY+H1mmdNRYQztdzBXBBZnYDpnIDjdEaHWqIRPZMD54B2aFrUGmbrfP3y9IxU7cOPJ13LfrKS9dfCYiIiIiIiIiIhp4LkggF1uRqh1cs3INBQHSNlyV+B5e3HcHnsh6AKeE/QaFxIpl5fPB68vH5oa4y9aogDKUtUYiSNaIQFmzz3P5o1f234Iaq1HoGER0lEBpI86M/hF2l6z94ZbBoKgTOlavBCsacEXCB3g7/1qv9CcROTAvYrlX+vJHocoaqCStaHMGDOh5zon5BmP1uzAiMI8DFBMR0bDAgkwiGnbcbuD9Q1fil4rTAQBfFl+ACFUFpoVuFCyTzSnDqsr2G4ojVd3flGt1yvFm3vXYUDMdADAheLtfzO45GLjd4M9qiAszKjBrSohnfeQIjq5HlKgpwITg7dheP1HoKIOe1aXEZ0UXodEehCsSPxQ6DhHRkHJR3GeemTLvTH0ej+55BL9WzsGVie8jVZvbYd82pwoHG5O77avaEtZhfZx+B6ICyo55frHIjQRNIRI0hQhR1OLfB27ucXa7W44VFXNxUdxnOCliFUw2HZaWnYEccyrK2qK6LIzLbx6Be3c9jYvjPsVpkb9w1PdeyEzTQSo5cqNLuFF5zP1lYgfmRKzEnIiVaHWosLshE9vqJ8Js02KmcS1OCNnc5QzY4aoqLE56F3aXFLdsewUNtuAO290Qw+ZSwA4ZRgXtx0zjWkwJ2QS1tNU7L7SPogPKcFHcZ/iw4ApBcxARERER9YVEEYCQlFlCxyAiIiIB2FwK/FB6Fi6I+1LoKENajjkF2+omYlTQfowMOgC93IQTQrZgYvBWbKufhN+qThU64iAnwmeFFyFA2oorE98XOozfiFcXIsecBgBQGxM6vOfXRI4SKhbRsNbkCESaNhtJgYeEjtIvcyJWoqglDisr53TaJhdbMU6/E1NDNyJBU4B386/GroZx3fY12bAFBoVvZ5H0JY20BXenPouns++F1XXs66v9MSN0HQclJiKiYUXkdvOmLyIaWkQiUSiA6qPbSnfNR6hBAZdbhLfyrsXvVad0OObJsfchUSPcTJMNNh3u2fkMGu1ahChq8ED6E4hQVXbYp9oSihdy70CTIxCZut0Yq9+FdF0WAqRtAqUePOwuKV7adxvymkYgXFWJcGUlwlWViFKVIVRZA4OiDoHSJhZsEtGQVNgch/t2PdXNKJ3UUyM0B3FJwiedCoOIiKh/sk2piFGXQC1twUv7bsOh5kREqsqx1zQGADAlZCMujf8YocpaWJwKPJH1AA42jexR3+HKCjwx9oFeFckVt8Tg7p3P9em1jAg8iL+N+B+iA0qRa07B5toTsKVuMsx2XYf9RHBhomEb5kasQJo2mwWZfmxlxSl4K/9vndrDlRWYaVyLmca1MCprBEh2bEv2PuS5wYWIiIiIiIiIiGgwUIgteHHC7QhWNAgdZchyuCS4ddvLqLOFAHDDqKjGqKD9CFHW4ruShbye7BVu6GQm/OeEG4QO4jfqrXrcuu1l2N2dB7AkIuFMC1mPW0a/KnSMfnO4JHg860Hsa0yBTGRDpn43poZuxITg7Z0GZf2lfB4+Lry0ywF1l4x5CCODDvoqtmD2NGTguZy7Buzf5FtHvYSpoZsGpG8aXGrqrIgeu+yvzUa32+1/F9eJiPqBBZlENOR0V5Cp1wfgjYM3YH3NjA77jw7KxT/HPOrLiF3Kb0rEkr0Pw+pSQisz4YH0JxCrLgEA7DWlY1vdRMyNWIFIVTkLB3vB5pLhxdzbsbNhfJfbRXDh4vhPcWbUj/y5EtGQ9a/cO7C1brLQMQalCFU5Lor7DCeEbBE6ChHRkGRxKvBk1v04P+5L7Kwfh2XlCyCCq8ONHzKxDWdF/YD85qRjjlx6NIXYgsczH0SMurRXeRwuCa7c+D6cbmmvjjtMInJgQdRPOC/maygkNrjcIuxvHIXNtScgx5yKSYatODn89yE9wupQ4HKLsK1uIt4/dOWfNycBamkzpoVswEzjWr+/IFtjCcHdO59FmzNA6ChERERERES+4wZEhx/ouCw+xrY+L/dwPwBwiwCX6C/P4o5tXS73YB+3CO0nJCIaxKQiO5QSC8YH78CNI98QOs6Qtrx8Lt49tFjoGENWpKoMcyJ+xemRvwgdxa+8k381VlTMEzoGER1FInLglYm3DIlrlmZbEHabMjExeNtxJzcpaYnGvw/8A0Ut8Z62EZqDeHzsQwOc0n9srx+PF3Lv6PP18GNZGP0tLor/3Ov90uDDgkwiGi5YkElEQ05XBZkFO87CpzV3YWt952KUO0b/C5NDtvoq3jHtasjEczl3wemWQi1txn1pT2F/4yh8VHAZZhrX8ovnXrI5ZXg+907sMWV2uV0jbcIto17BGP1eHycjIvKtopZY3LvzaY5q2gfB8jokBx5EcuBBjAjMQ3LQQUhELqFjERENKYeaE7CsbD6210/wWgHZ7aNf6HMx/d07nkFxa1y/zm9UVuGapLeRqd/Tr37It9ocSqyuno1fyk9DlSX8qC1uPJH5AJICDwmWrTesTjmeybmHs2QSEREREdHAcwNiFyB1AVJn+7PE2fX60e2So7Yfvd5d+9Hr3fUvHsa3vvSpoFMMOMSAQwLYJe3Pf112SNr3Odb2TtvER9ZZKEpEPZWqzcbNo17F23nX4LzYr5GgKRQ60pBld0lxy7ZX0GALFjrKkDIzdA3mRPzq94P5CaXWYsCt218ekOIfIuq7SYYtmGzYAq3MDK3cDK3MjCBZI8Siof3hyuGS4LOii/BT2QK4IcbNI1/BdOMGoWP51MaaKXh1/81wQeLVfsfrt+PutOe82icNTizIJKLhgp9wiGhYeG3/TchH52LMEEUNJhq2CZCoa2P1u3HdiP/ijYM3osWhwcO7l3g+9OSYUwVON/gcbEruthgzXl2AO1JegFHJ9/dDRVubE00tDs+6VCJCsF4uYCIi/xGnLsZkwxZsrpsidJRBp95mwOY6AzbXTUGGbg/uS3tK6EhERENOoqYA/xj1GuwuKbJM6dhSNxnb6iaiyRHU4z708noYldUIU1YhTZvdr5mNY9Ql/S7IbLZr8E3JuZCKHEjT5fSrLzqiwWSD3XHkInCgWgqVqv8XCmssIfil4jSsqjwJrU51p+0nGDYPmmLMkpZovNvJ37IAACAASURBVLz/VpS2xggdhYiIiIioV1xOB+zNHWfmkAeFQiRiRZe3iFyAwgHI7YDc8efyn+vHbP/LuszRsSCShCd2+2dBao+KObsoCrXKjnpIu153eve+YSISWLo2C3q5CXem/guVbWFCxxnSZGIHzor+Ae8fukroKENCTEAxLE4lpoeuZzHmMYQo6zDLuAa/Fk2G09rqaRfLlJAF9PxaEBF519a6ydha1/GeWjGcCJQ1IURRiztTn4debhIo3cCRip24LOFjjNXvwmeFF+GEkM1CR/K5eE0hZGI7rC7vfrBK0eZ6tT8iIiJ/x4JMIhoWchrToOji+5vTIn7xuxF9TgxbgwabHp8VXdxhBJpaayiqLaEsIOyFFG0uQhQ1qLWGdmhXiC24ZfQr/FkOMV/8UIrr7tzhWZ+Yqcf6pbOFC0TkZxbFfoUtdZM5S2YfhSkrceuol/3ufQMR0VAiEzswLngXxgXvwhUJH+DqTe/9ZbsNqUE5CFNVIUx55GFUVkMhsXktR6y6GOt7+FFBLrYiOqAU0QGliAkoQYy6BDEBJQiW14P3DHvfuYs3YsPWIzdov/b0WFx7aUKf+zvQmIxl5fOxpXZytyPASkQOXBT/WZ/P4Wtra2ayGJOIiIiIBqWWyjysvLPjIJsLP24FRMO36krkOqpA0t6xULLL9i72O3qbzCn0K6LhRvrn7Kmwe79vh7hjgabtr8Wbfy3k7GY7Z/Ik8g/puiwAgMstgljkwp6GDFRZwlBlCUNlWziqLGGYErIJ58V+I3DSoeGUsN/wfcnZMNn1QkcZ9IzKapwX+zW21U3E2ODdQsfxawujv8OrLyzHwaUvedpiZ12OCTe8JWAqouHhRONqbKqdAqtLedx9XZDAbNfBbNfhjQM34P70oTtoebouG4+PfUjoGD7ndIvx2v6bevT70BuRqjKcHvmzV/skIiLydyzIJKJhSyG24KTwVV7r78uiRfil/DSoZS0IlDZBI23uuCxtQaCsfVkja25//rP9r8UdZ0d/jwabHssrTuvQnmNOhVH5h9cyD3VikRuzjGvwTcl5HdqtLiUe3PU4Fie9g+mh6495o7TbDTTag1BpCUdVWxgqLeGe5QRNAa4d8fYAvwoiIu+IUZdiSsgmbKydJnSUQciNa5LehkbWInQQIqJhQymxQCJywOk+8tWVyy3G9clvIljRMKDnjg0o7tQmETkQoapoL7o8qvDSqKxmsf4g43KLsLn2BCwrn4+DTSOPu//ssNWIUFX6IJl3XBL/KewuGX4uny90FCIiIiIi+pPECahsRx7KP58DrB3X//pQOIROTuS/pC5AagXU1v714xJ1X6xplQG2P5ctMqBNAbTKjzy3Ktq3s6CTqP++LD4ftZYQVFuNHb4TPlpES4WPUw1dcokdZ0b/iA8LrhA6yqCnlrYgUVMAiYgjXxxPmKoaUSopOI8okW8lqA/hhpH/wfyoZXgh9w5UWcJ7fOweUyaWli7AGdE/DWBC8rVvS85BXnOyl3t146rE9yAV8+8hERENLyzIJKJhQQwnzov5Cl+XLPK0zQ5bDbW01Sv9u93AxtqpaHFq0OLUoBphvcp2UvgqLIr9Cnq5CQAgEgFXJr4Pk02HzXVTPPvmmFMxO4wFmb1xYtgfnQoyAaDVqca/D9yM7fUTsDjpHdhdMs/oipWW8A4jLbY5A7rs+/AojUREg8V5sV9jU+0UzpLZayI8k3MPTjBsxtyIFRit3S90ICKiIU8kAgKlTWh1BsDmUgAAnG4pfq2cgwvjvhjQc8epizAheFuHwssIVQVkYt4J668+KrgUYpELWpkZQbJGz3OQrBFauRkSkQutDhV+rzoZy8vnocZq7FG/crEV58V8PcDpve/KxA/gdovwS8XpQkchIiIiIhpS/lpYqbIBKmvXxZRHP+T8OEnkt8TuI/+v9oVTfKQ4s03e/ji83KrouHz42SIDiziJ/mKvacxx9ylvi/RBkuHj1PCV+KH0LJjtOqGjDGoyUfs00HHqzgM9UmfJgQexWugQRMOKG5cnfgig/d+pJ8Y+gNcP3IiC5gRIRQ5IRQ5IxM72ZbHD0+ZZFjuQbU5Dqi4HiZoCgV8LeUOrQ4VtdRMBuOHNDyWTDFsxRr/Xa/0RERENFizIJKJhIVZdjPPjvoJBUYf/5f0NbohxWuQvXuu/pDUG5W1RfTrWBQl+qzwV66pn4IyopTgz+kcoJVaIRW7cNOo1NGYFIbcxFUB7QSb1TpiyGilBOZ6f4V9trJ3W5+Iko7K6v/GIiHwqOqAMY/W7sLNhvNBRBh2nW4oNtdOxsXYqZoetxuUJHyJA2iZ0LCKiIU0tbcE5Md/C6lJgecU81FlDsLLiVJwT/S3kEvuAnTdY0YC7Up8fsP5pYPxQenaX7SK4ECBthcMlhdWl7FWfp0f+POAzsnqbwyWBwy3FubHfoM2pwh/Vs4WORERERETkl2R2QGMBNFYgwAIEdDOD5dGzV8o50QMR/YXEBQRa2h895RL9WZz5l9k22/66ftTy/7N33/Fx1/UfwF/f2zuXcdlJk6YraUsnpZQNZYqAUkVRQIbiQlkiggxBEZAhKiI/GQKKoqAMBWRYKFBoS1u6Z9I0SbMvyV1ur+/vj+9lXDOb3N33Lvd6Ph7fx913v9ORXL7f7+vz9qkBkWNtUoZr8xYgIgpQCKLcpUwJWmUA55b8G3+p/7rcpaS11iPoNEeASe2SuwSijLI051PUZO3qnzep3Lip5ldHdIyIKODJ2itRXPkcdMpJtqcn2RlUXty76Cc45CnGus5j8EnncjR4yjGZcKZG4cellc/Gr0giIqI0wkAmEWWEWRapk9WphathUrnwYcfxKNK3xu34H3ceO+lj+CM6vNS4Cu+0rsSq8hdxauH/oFEEcUPNg7hz651o8pSh029Du8+GfF1HHKrOHCcVvD9iIBPAhDvFMZCZWi46vxTnrBy42K1ScmhZouF0B7LlLiEtnZj/fvRi9U6Y1G65yyEiyghGlRsvN12Ah5dch8+V/Acb7Efjjeaz8WHH8Ti1cLXc5ZEM/vnUsQiFBx64MhmkS5vH2T7Cvw+di+FuFopQwB0yHfG5TKpenF/6yoRrlYtKEYYKYeiUfvjCRxZAHUxABCIEsGUHERERESWLsXAGznm8KXahcGT3b1QhKWRp9EdffbGvg98zXElEclGI0vcpox9A7/j2EQH4hglxerSASwf06gG3DujVSfN+duGkKUIphFCkb0G5oQHlxgaERBU0QuIG68s0pxSuxt8OfgVhkY+QTtQhz8QG789UP72uGhdddjLu3nY7RCigUGnlLoloylIKIXyt8i+TPo5CEHFh2Ut4sWEVvh6H41FqKDE044vl/8IXy/+FZk8R1tmlcOZB9zQc6S8S55W+CpuuMzGFEhERpTj+Nk1EGWG2eW//+2V5G7A4Z1Pcji2KwLrOY+J2PEfQiidrr8IbzWfj4ornsSRnI34y95e4bcvd6ArkYqejBvm69+N2vkywPO8TPF17+RF3QxkLA5mpRadTQqdTyl0GUUrzhPRocJfLXUZa0iu9WJa3Qe4yiIimvI32xdjbOwvukBEhUYWvVvwVGkUACkHE8rx1WJ63Do6ARe4ySQaukBF2ZRVaAkVo8xWgxVuENm8BWn2FcIXMcT/fBaUvp303bOmm6cRcUvkc9jhnY519eRwrIiIiIiIamUKpgtZiG7JcGR4asBwubGn0AzrmM4hoihIw0K0X42guFlRK4Ux3NKzp0g0T3NQDbi0Y3KSUka3pwjTjQZQZGlFulAKYxfpmqBUhuUubsp6uvZxhzEnqCVrhChlhUnFA3/EwGVVYZLRjRW8DPu06Wu5yiKa0M4reilvDkhxtN+ZYdmNtx7FYYfs4Lsek1FFsaMEXDC/jC2Uvo8Vb2N85s95dgbF+WbBp23Fe6atJqZOIiCgV8TdqIsoIM8z7Y+ZVivgNe9voKUOzN/4jnjV7S/DArh9htmU3vl7xZ/xk7i9x59Y7sdNRg5MLGMg8EjqlH8fmfYz32k8Z1/Y5Gjt0Sh80ikD/pFX6oVYEY5blauwJrpyIKL729c5EBAwuT8RbLWfgeNuHmGnZP/bGREQ0IaIIWDU9eLXpPMyx7Mbt8++CTukfsl2WxilDdSS3Q54SPLTrejiC1oSfK1fbiTOK30r4eRLJF9aizVcw7DoBEZQZGjEnazfmWHZDFAX83/5v9Q9idGrBuzin5A0ca/sY23rmwxM2JrN0IiIiIsoAighg8I8crux/74+Gj2jKEAGElEBIAYSjryElED7s9fDlI20/eD6sACICIAoABOlcYnR+uPeRUdZN6P0I6wBAEKWuiApx4L0gSv8XBi8b8X1k6PLxbnf48r5XZQRQhQFV9FUdjs5H3ysHLVMfth2lPnUYyHFL02giwkBYs3/SDwQ2By8P8/YSJZCACB5b9l25y8goz9Rdio86jpe7jClAQL2rAvOsO+QuJOWMFlRdWfQOA5lECWRUuXBh2UtxPebS3I34+8EvocOXx26IU1iRvhUXlL2CC8pewU5HNe7adseo218y/TloFBwdi4iIMhcDmUSUEfQqHwBtQo79ceexCTlunz3OObht689xTO4nuGT6c3i16byEnm+q+nrln7Ew5zPscc7GHuds1Lsqhg0lzTLvwc+OugMCRwIloiloj3O23CWkLREK/HH/N/HLRT+BUojIXQ4R0ZS0uXsRppvqcFbxm3ij+Rw8vOs6XDr9WZQYmuUujVLAbMte/HzBT/GrXT9CwyQ6P47HqvIX0/rm4UF3OZ7YfxVEKAAASiGEKlMt5lh2Y07Wbsyy7B3yIEyBvg3377wJJfpDuKLqKQBAtqYHF1c8jydqv5n0r4GIiIiI0pcqBFi8QJYHsPRN0Xmzd6CbJaWWiAD4VUBAHX09/P1h8yHloGDkOMKSffMRBdiNL91Fw5yHBziHvO8LcIYG5gdvN+x+EWl7bTA6haTwKCWOQpS+R1u8Y2/r0cSGNl26ocHNXr30PYL/z+lIaRQcgSGZ/tV4Ad5oPkfuMqaMn2//KYr0LZht2YNZ5r2YbdmTMfc1ghEVWr2FaPYWo8VbhEPeErR4itDsLYY3rMf3Z/8Ox9nWDtlvvnUbzConekMWGaomSg8KhKEQIgiJ6iPe94tl/4RJHf/OvV8o+xeerbsUl1c9DYXAD+pTXZuvABa1A1+v/DNWt56CXc6amPVHWbdgWe4GmaojIiJKDQxkEhFNgigC6zqPScq51tmX49OupcjRdKHdZ0O+riMp550qTGo3luetw/K8dQCkbiH7emf2BzT39c6EL6zH1yr/wjBmmnpzdSse/P2+/vlZM0x49JeLZKyIKPXsds6Ru4S0JCCCZbnrYdX0YH/vDMy27JW7JCKiKWlu1g7cu+NmfK7kP1jXeQy29CzETZvn4eziN/DFsn/CoBrHk2E0pf3iF+/ik+1vo9FdDgCY8bkfomjJuRM6llHpQkhU9XeF7FNqaMRJ+e9PulY5+MMavNiwCq83n4OwKF321Sp8+M3SH4zZWXaGuRZ3zP8ZHMEsrLMfgwZ3ORrdZTjoSWz4lYiIiIjSizIshSqzoiHLvsBlX9gyywMYJpinaPE04LaNV8Yse/z4N6EU2JJtOIcHKIOq4QOVAdXAvF898vIwg5I0XoIUwE1Kt0RRCmoODmhqg4Bm0PvD1400r+Tz4pNmCEhT/uiXGBBQAk6DNDmGmZwGdtukoXRKn9wlZJRmb7HcJUwxAnqDZriCJjiDFnQFcpCrtUOnnDqjkPjCWtS5pqPZU4xmbzHcISNsug54QgYYVB4YVW7kau0oNzbApHLBpHLhL/Vfw2N7v4NsTTdqsnYBAB5/tg4vvnYIANDsPRWa6osw+/wfyfmlESWVgAgsaieyNA5Y1T3I0jiQpXbAqukZ8mpSubDbOQd3b7utfwDO8bBp23Fm0X8TUr9aEcJZxW/itabP4/yyVxNyDkodOoUPDyy+ERZ1L1bkrcVj+74T0137grKXZayOiIgoNTCQSUQ0CY2eMjR7S5J2vrCoQoc/HzsdNcjXpecDoqlCp/RjvnU75lu3AwDCogKt3sKMGaVuKmpr92PNJ5398x5vWMZqiFJPKKJEbW+V3GWkJREKrLcvw8rCd1BlqpW7HCKiKUurDOCrFX/Fz7bdgTJDI7oCuQiLKvz70OfR4bPhuupfy10iyWzLjh5s/rQLQD0AoPS4iyZ0nDxtB+6Y/zPYdJ3o9OWi2VvcP4L30txP03JU38+6FuDJ2ivR4c+PWX5a4bujhjHDogKf2pfivy1nYq9z1oRGWiYiIiKiqUGIAGZfbMgyJnQZ7W6ZKL6wBxs71yTuBCkmrAC8GqnjnE8jvR9u6g9YHtatMqQEA5Q09QlS2DiokrowTli0q+ewYc0QoA0Msyz6XhMCdEFAFwD0Af63Gw9NGMjrlaaRuHQjhzUdBsCjBf+wM4xWMXWCa+ngOzMfgz+sxXp7cgagzwTXzXkYc6075S4jYcKiEr/dcw26Azkwq5y4ff5dKDM2jbrPVTOewI0bH8CDO2/AzxbcgVLDIRxocA96rqcT5VkLE188kQz0Sg8+X/Ia8nSdMUFLi9p5RPegarJ24Qtl/8I/Gy8c9z6BiAYKITKRsselxNCMvb1O7HLMQXXW7oSdh+R3rO2T/vcqRRjXzP4d8nXt+FfjFwAIOOie1h+4JyIiylQMZBIRTcInnctlOe8uRzVOLmAgM56UQoRhTCKa0urdFUM6QNH4iVCg1lUFlYJhbyKiRJpl2Ydzil/Ha4fOi1l+ZnFiRnKl9BKMTD4smK3pwk/n/Rw2nfTQR57OjjydHUdlb5v0seXQHbDimbrLotcnYp9UVAlBnFvy71H3VwoRHJO3HsfkrcdBdzl2OaqlyVkNZzArgZUTERERUVKJUpjSEg1ZZnlig5YWj7RekX5jk8gupBgmSKkdOWDZNwVVYNiIKFmiXT09SsAzidskQkQKZxr8UqdIvV96rw/Evvavi4Y4+b11KJNPmkq6hl8fVA4f1HQYo/N6dtmcitwhA4wqj9xlZASFIOIHs3+DB3bdiM+6F8ldTtqrydoxpcOYAGBUeXBF1VN4bO93cMu8e8YMYwJAtqYHl05/Fo/t+w7u3XEz7l5w25Bt1IpAIsolkpVN246bau4f1/+T8VhV/iJ2Omqw21k9ru0dQSu298xL6H2vUwrew3MHvo4yYyNMKnfCzkOp56Jpf0e+th1P1F6Fz7oW4uziN+UuiYiISFYMZBIRTZAoyhfI3OmokeW8RESUvnY758hdQtr7Qtm/5C6BiCgjfGnaP7CxawmavSUAgGrLTo6uSQCAnoAVQNuE97eoHfjpvJ+jUD/xY6SKiCjgndaV+Fv9V+AJG4fd5oT8D5Cj7R73MacZGzDN2ICzogHoRncpdjmlgOZORw0cQWtcaiciIiKi+BMiUtAy2w1ku6SpP3TplSZl4hpkTAkhhdSR7fDgZF/3Sk80aDm4m6VHw06VRJlEVEQD11rAPu6dpBBnX0AzJrgZfT9coDPTv2erx9Fls1c3KKh5WGDTYZC+T/P7c/po9xfgW+v+D9WWXViSuxFLcz7tH1CNEkOlCOP66odw344fY4djntzlpLVV5S/KXUJSHJ37KaYtuhn5uo5x73NSwRoohAj+uP+buHfHzXAFP4tZb9OO/1hE6WCOZReur34IFvUoH2KOkEIQ8f1Zv8OPP7sP7pBpXPt80HFCwgci/WLZP/HPxi/ikso/J/Q8lHpOKXwPuVo7Ht37PfjDGmiVDNcTEVHmYiCTiGiCGj1l/Q8IJ1uHPx8HXeWYZmqQ5fxEqWjZ4mw88vMF/fP5eVoZqyFKPXucs+UuIa2VGw/i6NxP5S6DiCgjaBRBfHfW73HblrshQoHFOZvkLolSQDCiQsmZP4Zh6cBN7NxZK8a9v1Hlwq3zfoESQ3Miykuqg+5yPLH/KuzrnTXiNgIiOK/01Umdp8zYhDJjE84oehsAcMhT3N89c6ejBt2BnEkdn4iIiIiOjCYYG7i0ugfmrZ70D+/kagvwkwWPxCwTJpmkCSoBtxZw6aTJPcKrSwsE1ZM6FRHR8AQpyO3TAOMeMkkENKHYbpvDdd80+Ac6Teoz8Blos0+axttl02EAuk1Al0l6ZWAz9YRFFbY75mO7Yz6erbsUi3M24fzSVzDLsk/u0qYsjSKIH9X8CvdsvwV7e3kveSJqsnZk1ICSRxLG7HNC/ocoNTThwV03YN+0B3HBNa9iYfZnyNZ0Q1dYAPZWo6nipPz38M0Zf4RKEY77sfN0dlw983E8tOt6DP4AM8O0D22+AvSGLDHbb7AfnfCgnFHlwQm2D/By4/k4OnfDlLj/RuN3VPY23DrvF2jxFqHCdFDucoiIiGTDQCYR0QTJ1R2zz0uNF+L66odlrYEolVTPtKB6pmXsDYkyVJO7VO4S0lqRrgWN7lKUGZvkLoWIaMryhbX4ze4fwB/RIiSqoFEEYFB50BOwos5ViemmA3KXSDL6pHM5spd8DdkT2Fev9OCWufdgmjH9BzU64KrAB+0n4CjrVqywrYVJ5cL2nnl4v/3kmO2W5a5Hkb41rucuMTSjxNCMlUXvAgBavQXY6ajBLkc1tvXMR09wIn87RERERNRPjHa5jAYus93R0GX0vdEvd4GJZdFk48vTvz3mdmGFFKAcNlg5eJkW8KvBsA0RpR8BCKilqWecuyjDUjDT7B0IaZqi780+wBhdZ/QDCjGh1aeMsbpsetWxAc3Bry4d+PMjaUTkaTtRamiKmUr0h6BX+eQuLiPolH7cPPde3L3tNhxwT5e7nDQj4kvl/5C7iLRQaarHPQtvwa9112Kn4z5sRQRLcz/FmWX/xLqdXRz8j9LeBaX/wlcqXkjoOZblbsAZRW/hrZYz+5fNsuzF7UfdhbUdK/Bm81mod1cCAHxhPTZ2LcEK28cJranCdBAVpoPY5ZiDps5SVGftimt3UEpt5cZGuUsgIiKSHQOZREQTIIryBzLX24/BQXf5lHiglIiIEq9I34IWX7HcZaStdfblWGdfjnxtGxbnbMLS3E8xz7pD7rKIiNJad8CKUEQFm64TgPTgh1oRxKbuJf3bnJizBl+v/DPeajkDVnUPcrTj7iVAU8x/B91gPhJahQ8/rrkPVea6OFckj0pTPSpN9THLtvfMO2wrEeeXvZLwWgr1bSjUt+HUwtVY3XoyHt8/9sPzRERERJlOHRwatBwcvlSleZfLiYoIA50sRwxZRtf72NGMiGiIsBJwGKVpNEJE6qxpPiy0OSTM6ZMCjVOZPgjou4HiYS43BpRSOLPbBHQbY8OaDgMgKpJf71SgEoKYZ93O4GUKMqi8uGXePfjZtjvQ5CmTu5y0MTdrB6qzdstdRtqwqHtx67xf4Lm6S/Bmy1nYYF+GDfajoVVM8ZFnKCOcUrg6Kef5euWfsds5Bw3uaQCAVm8hNIogTi54HycXvI/djtnR/19H48OO4xMeyOzT972w0V2K7kA2ivXNUCtCSTk3ERERkZwYyCQimoBGTxmavSVyl4GXGtglk4iIxqfCVB8TcKGJ0Sr9yNXaUaxvlrsUIqK0l6V24In9V2Fv7ywsyt6MRTmbcUbRW1hnHxj8ZlneeggCcGbxW9jWMw9GlRtaZUDGqkkOtb3Tsb93xpjbCYhAIUSgiL5qFAH8cM4jmJO1JwlVyqfBXR4zf5R1a8I6ykZEAYGIBoGIBiaVCwpBaquhU/LBOSIiIiIAgCgFWmJCl33BS7cUcMkkIqQQpdMAOPVSiKVXD7j0A10sXTrAowVDlkRESSAqALdemkbfENAGBzps9nfb9Ea7bQ4KdOqDSSk9qTRhoMAhTYcLC0CPcfjOmj1GKRxLwwuJKhTpW3BxxfP915QodeiVXphULrnLSCtzLAxjHimlEME3qp7BDPN+PF13OdwhE/wRndxlEU2KWeVEga49KefSKIK4sOwlPLz7egBAszd2UPY5WXswJ2sP7P4cPFV7BcKiAkoheSM/lRmbAADOoBkifNAopuAHRSIiIqJBGMgkIpoAubtj9llvPwYHXeWYZmKXTKJd+5x476PO/vn8PC0uPFf+4DRRqqhM0EP5mSBL3YPjbB/hxPw1qDAdlLscIqIpQyGIuGrGE3iq9gq8dug8vHboPBiU7v71RpUL1ZZd/fPzrdvhDJoZyMxAjmAWBIhoWv8K/D0t/csrj1qIH5y0AcvzPknqDeVUEhEFNHlLY5adX5q47pgKQYROKY1YvrZjBSxqJ0oMhxjIJCIioswSDV3m9gJ5vdLr4C6XU72j2GBurRS0dBqksGXf+775Xh0QGWcwJeDqRtPav8Usq1x5NQQF25ARESWdAPg10mS3jL6pKgQY/QMdNi0ewOIFsjzSZPFI66ZK7l4pArkuaTqcCOnnX39Q0wh0maXXbhMQUCe93BQj4I3mc9DqLcQ1s38Lg8ord0E0yJO1V2K3s1ruMtLKf5o/h1ML/4dcbZfcpaSNtRvs2LLDAaAOc8P/QK3+ItjLv4up81OCMlGVuTZp5+oOWPHsgUv759t9+QhFlFApYi9E5Gq7MMO8X7Z7ZxZ1ryznJSIiIko2BjKJiI6QKKZOIBMAXmpkl0wiAFi/qRvX3ralf37pgmwGMokGmW6qk7uEtGRVd+MXC2/ljTQiogRRCCKuqHoKAkS83XoGPGFj/7oS/SH4IjqYFAMhTd7Ay0yLczbjwvKXcM2dv0fXnrX9y4WrHsVvC3+ANW0n4oqqp1CgT84IxKmkxVuEYETTPz/DvA9zrTsTfl6d0o+jsrfitabP4+Hd18Gidib8nERERETJpgxLYcv+4KVz4L02JHd1iedVDwpX6oHew0OXeiAUx6cN/I42bHn62phllSu/Fb8TEBFRQoRUgEMFOIwjb6MMS6HMvpBmX1DT6pZeszxSV8p0JwCweqSpcpjLVC5dNKQ5qKum3Qx0moFgMwD/qQAAIABJREFUBoU1N3cvxu1b78KPa+6DTdc59g6UcP85dA5Wt50qdxlpxxfW409138AN1Q/JXUraePW/zXj48f3985esasH1Z/rwdO3l6A7kyFgZ0cRVmZITyPSHNfjVzh/B7s/rXxaBEm2+ApQYmodsz67HRERERInHQCYR0RFq9JSh2Zs6Ia/19mNQ75rGjl1ERDSqXG0XLGoHnMEsuUtJKz3BbNy59U78eO59KDUckrscIqIpqT+UKYh4q+XM/uV7e2fj2+v+gIXZn2GFbS2W5Gxkd8wM1eXPxgWlL+NWlRPDDZGgUoRgVLmHWTP1HXRPi5lPZHfMw1nUvfha5fM4t+Tf+OWOnyTtvERERERxJQJG30Cny77gZV6vFBKZqn1aAiopZNkXuHTqo2HLQQHMTAqGEBFRYoWVQI9JmoYlAvpAbFCz731fgNPsS2rJCWHySVOZfeg6h0EKZnZYgM6+yQx4tJiSH0iaPGX4U9038KOaB+QuJeNt7Z6Pvxz4mtxlpK0N9qOxsWsxluRskruUtLUsdwNmmvfh+xt+h7DIx5kpFYnI1nTDF9bBGzYMWZusDpn/aPgS6lxVQ5a3eIuGBDIjooAstSMpdRERERFlMv4GQ0QZwR/WjL3ROKVSd8w+LzVeyBHXiIhoTBXGemztWSB3GWmnw5+P27fcheurH8I86w65yyEimpIEAbh8+tNYkbcW9kAuuvw5sPtz0RWQXp87cAn+uP+bWJKzEStsa3GUdStUiikwbD6NyhfW4p+NX8Qbh86GUeWGWnFSzHolQrhs+p9wdvGbMlUovwZ3ef/7UkMjjs79NOk1ZGmcyNe1o95dmfRzExEREY2XIgzkuAZCl3mDul3qgnJXF18ipFBljxHo6QtYHha89KsxJcMdRESUpgTAq5Wm1uzhN1GGAYt3UFDTHdtxM8sDqNP4cmHf11DVFrvcoxkIZ/YFNTss0s/zdP1ZrhKCWFX+Is4rfVXuUghAob4VZnUvHEGr3KWkJZPKhWdqL8O8rO0cUHISsjU9WJj9GTZ2LZW7FMpgAiLI03aixHAIpYYmlOgPocQgTUaVBzsd1fjF9lsPCw6LSeuQuar8RbT78rHefkz/sirTfsww7x+ybac/D5WmA0mpi4iIiCiTMZBJRBlhdespuCT/vUkfRxRTM5C5wb6MXTIp4xXka3Hi8rz++VkzRhpilShzTTfVMZA5QZ6wEb/c8RNcPfNxnJj/gdzlEBFNSYIAzMnaM+L6UESJnqAVXf4c7HbOQZWpFnrVFBgan4b1XttJ+Fv9V9ATlJ7C6wlqEC46FXmhAgCARuHHlYvfxdnFSjnLlN1Myz5cXPEXREQF5lh2y1aHQojIdm4iIiKiwfR+KWzZ3/EyGrzMdgMKUe7q4iegArqN0tRjArqir91GKYgZTsOPyUqtAXnVJ8pdBhERpaiwEug2SdOwBnXZzBomsJntAgxpmJUyBIDyTmkaLKAE7OahYU27CYik8OeACuMBfHfW71FubBx2fau3AIX6tmHXUWLk6zpwU839uGvb7fBHdHKXkzbUigDOLnoDF5S9jL/WfxUvNV6Iiyv+KndZKa+y3BjzXM/sQc/1nJT/PgOZlBQKhFGgb0OJPhq8jIYui/XN0Cn9I+5Xk7ULl1Y+i6frruhfZtN2IEvjTEbZ0Cn9uL76Yfyz4Qv4R8OXsDT3U3x/1u+GDYP7wroRf9YSERERUfwIojiF7jwREQEQBMEGoH3wslffvRVnzto56WM3uMtw0+ZfTfo4iXB0znrcUMMumURENLJ1ncvw8O7r5S4jzYm4tPJZnFPyhtyFEBERTUl7nTPxp7pvoM5VNeI2J+SvwZVVT456Y5yS67d7vo+POo6XuwwiIiLKEIqIFKro63A5OHiZjkGLkTj10dClSQpZdkVfu02AW4u07YpFREQkF11A+gyR7ZI6Z+cMem+eIuO+RQTpM0OnGbBHu2n2BTYDarmrE3FM7jock7cOC7M/g0Hl7V8TEQU8U3cZluZ+ivnW7TLWmLk2dS3CAztvRAQpnOhNAQIiON72IS6a9gLydHYAgDekw82f3Ysbqx9AmbFJ5grTVyiixHfWP4bekEXuUigtiZhmPIgGdzlEKIbd4vTCt3B60dso0rdArQhN+Ex/3HcV3m1bCQBYnvcxrp3zyISPNVG1vdNRaToAhTD88/9d/mzkaLuTXBUR0YAOux+lC18/fHG+KIodctRDRJQo7JBJRBlhce5mANpJHycVu2P22dC1DAdcFag01ctdChERpagK/oyIAwH7e2fIXQQREdGUE4io8XLjBXi39TR4w3oAIg5/wlyr8OHKGU+yW3UKylI7MNzfGREREdFkCBGps2W+Y2CyOaTQhHIKjDkcVA4ELvs6W/Z1/uoxACHeySciIoornwZoyZGmw6lD0bCmG8iJdtfuC2xmedKn07ZClAasyOsF0By7zqmXgpkd0YCmPfrerUOSLukIWGdfjnX25VAKIVRbdmFJ7kbMt27D8/UXo8ldisur/jTi3tt75mKedUcyCs1Ii3M24/Kqp/Fk7ZXgNb6RqYQQvlrx15igk17lw+XTpT+7O4/6mYzVpTeVIozjbB/hzZaz5S6F0ky2pgvfmvF/WJTzGXoCWdhgPxqfdC7HLkd1TMj8/faTsCxv/aQ7R15e9TQOeUuw21mNKlPtZMufkCpz3ajrzereJFVCRERElNnYIZOIppzhOmQ2fXYObLljBzIDETUa3WU44K5EIKyJ6X4lisANmx5Es7ck7jXHy9KcDbix5kG5yyAiohR25SdPwB0yyV1GWju7+HVcNv1ZucsgIiKa0iKigO5ANu7ceic6/PmoMB7AD+c8giJ9q9yl0Qh6AlnY6ajBDsdc7HTUoMVbBD68RURERONl9EVDlz2DAphOQB2Wu7LJ6dUN7W7ZF8B0JS38QERERJOhCANWz0BAM3tQd81sN6CKyF3h5HjVUkCzM9pNsyMLaLUm/7PKRdP+hi+UvTxkeZc/G4/vuxr5unZcOeOp5BWUAXxhLZ6vvxjukBHBiBohUYUdPXPhj+jkLi1l6JReHJO7Dh1+G3Y65gIAzin+Dy6d/tyQbR/d813UWHfilIL3AAB2fw4OeUqgUoQwx7J7xE52NOCAqwI/+exeucugtCHiONtHuHz60zCp3UPWOgKW/nDmTkcNIlBCrQjgxuoHsCB766TO7AhYcMuWe/CF0n9hue0TmFRDz09ElMnYIZOIMgXH1SSijOUN6VDvrsABVyXq3RWod1XgkLcEYVH61rgg+7OYQGaLtyilw5gA8GnX0eySSRnL6w2j1x3qn1cpBeRka2SsiCg1VRoPYLtjvtxlpDWL2il3CURERBnhqdor0OG34ayiN/C1yr/A5fSg3T3w0IrZqIJerxzlCJRMVo0DK2wfY4XtYwDAOy2n4bkDl/ABLiIiIoqhDkldLvtClwXRV6Nf7somRoQUrrSbo6FL00DXyx4jEOTd+HGLhEMIurpilmksNggCU6tERCSviBLoMkvT4YQIYPYOBDRz+sKa0Q6bmtDQfVKNPgiU2aVpMI8GaLMCbVnSa3sW0GFJVBdvEcty1w9Z+nHHcjxZeyVcITO+O+vRRJw4o+mUfhyTuw737fwxApGxB7lPdxa1A1fNeAKbuxZhc9ci9ASzh91OgTDmWbfjxPw1ODp3A7TKAEIRJR7fdzU+6DgR77SuxPmlryBLE3vP+NLpz+L2rXfh7ZbT0ewtRq7GjlXlL+JY2yfJ+PLSgssdgsc7MOqOTquAxazun6801aPccBANnmlylEdpxKxy4soZT2J53roRt8nSOLGy6F2sLHoXzqAZhzwlECFAJUz+h3OWxokbqx/AHVt/hidqvwmj0gWbrgMFujbk69r7pzJDY0xHXSIiIiKaWngLiIgyTiiixN3bb8Me55xRtzOpXDHzDZ7yRJYVNy82rMKPah6QuwyipPv7q0341o2b+ueXLsjGR/8+Wb6CiFJUhamegcxJYiCTiIgo8f5W/xXscc7GjdUPYGnuRgDAF6/4GGs3DDyg/ei9C3HV1yrlKpFGsMG+FC8cvAhNnjK5SyEiIiIZCREphDA4dJnvkIIK6Riv86ukjlF2ixS+7DRLXaS6TECYY4TEhbt1P965cUHMsgv+4gEE/gETEVHqEhWA0yhN9QWHr5QGncg5rKtm36shIEvJ42YIAJXt0tQnIgB2E9A+KKjZlgU4DZjkhzwBt275BU6wfYAzit5CjrYLT9VegY86jus/8EzzvsmcgEYw17oTN9Xcj/t33jTlQ5nOYBaMSjeunvl/AID9vVXY1LUYm7oWo95dgXJDA07MX4Pj8j9CtqYnZl+VIozvzf49crV2vNx0Af5z6HO4uPKvMduY1S58ufzveOHgRbiy6kkcZ/uIXTEP8/OHd+Hhx/f3z1+yqhxPPLwkZpsTC9bgzwcuSXZplEYW52zEt2b8H6wax7j3sah7YcnaHdc6Kk31+PbMP+A3e34Ad9gEt9uEerd0z6rU0Iizit5Ega4NwYgKakUajNBAREREREeMgUwiygjekA7SOMXAvw+dO2YYEwCMKnfMfIu3KBGlxd3GrqXskklERCOabqqTu4S0l6Ue/4V9IiIiGpvdn4NmbzGaPcVo9hajxVuEkKjCfYt+jFxt19gHoJQy37oN3YFsvNF8Nlq8xXKXQ0RERIkmAiZfNHTZMxC8tDkBVUTu4o5cjyEauLREA5jR9y4d0jNJSkRERPIRALdOmhrzhq42+IC8XiDPGZ2i762e5Jc6XgoRsPVK09zGgeU+dWxAsz3aUfNIuoX7wnq83XoG3m49HXqlF96woX+dSdWLQERzxPW6gkZ0B7JRoGuDRhk84v0zxTzrDtxY/QB+tetHCE7gzznVCYhgUc5mrCx8ByWGQ/3LZ5hrMcNciy9P+wfcIQOMqrH/832l4gXYdB14/sDF+HzpazCrYwf7P9b2CY7JW8cg5iQcb/sQf63/KsIiH22mWHqlB5dNfwYnF7wvdyn9Vtg+Rr27Aq82nd//vebs4jcw37q9f5ueQNYRhUeJiIiIKH3wtxYiygjP11+Mmwv+glZvAV5qvHBc+6RrIBNgl0wiIhpZT8Aqdwlpj4FMIiKiIxeIqOEMWOAJG+AJGeAOG+EJGeAN66FV+GHV9GBO1m4ck7cOFrWTD6ykMZ3SjzOK3sYZRW9jU9civNJ0/rgGxiIiIqLUpwkOBC4HT6ne3elwAaUUtDw8eGk3AyHePSciIqIk8eiABh3QYItdrg5Gw5mHhTVzegFlil4y0wWBaZ3S1EeE1E28LRrO7Atr9hgxxkAXQkwYEwCqTLV4fN/VuLLqSVSZhx98tsufjXp3BepdFTjgrsQBVyU6/XkABKiEIL476/dYYft4kl/p1HVU9jYcb/sQq9tOlbuUuMnWdOGUgtU4rfDd/oH/QhElIqIw5PrzeMKYfU4r/B9yNXasbjsF55W+NmQ9r21PjlXjwILsLdjUtWTsjSljzM3ajm/P/ANsus6xN06yr0z7G7LUDizJ2YhCfduQ9QaVB6GIEipFWIbqiIiIiCiReEuJiDLCOvtyrO2ow3ttJ497NDeTKnYUs3QKZG7sWoo6VyWmmw7IXQoREaWYd1pXyl1C2rNonHKXQERElHYUiCBPZwdgl7sUSiKD0oMuf47cZRAREdGREoHcXqCwJzZ4me0ee9dU4tTHdrm0m6V5pwHsdklEREQpK6gGWnKkaTBFBMh2SQFNWzSkmeuUulVqQvLUOhoBQK5LmmqaBpb7VbEBzfboa0A98rGaPKWwB/KwpXsBqsx1aPfZcMAlhS77Qpg9wexh983VdOIHc36D2Za98f0Cp6AKY73cJUyagAiOsm7FyqJ3sDhnE5RCJGZ9vAJRC3O2oMjQEpdj0VAn5b/PQCYBADQKP75a8VecXfym3KWMSCGI+FzJ6yOu1yiCCEWUSayIiIiIiJJFEEWOyENEU4sgCDYA7YOXnfN4E4xZVoTEUa7gHubbMx/DyQXv989f9ckf4QqZ41Znoi3O3oib5v5K7jKIksbnC6PXPXCnSaUUkG0dXwCbKFPscszBz7bdKXcZae9Px14GndIvdxlEREQZp7sngFB44FqmyaCCXs+b2Knqb/UX4ZWm8yFCIXcpRERENAohIj3MX9gNFEWnwh5Am4IP9Q8npBgIWtoP63Y52kP9lHoi4RCC7u6YZRpzHgSB6VkiIqJRiYDFO6ibZjSkmesETGl0O6vbGBvQbLNKy8RBl5aM0YHV3SHTOI8q4oT8D1Cka4FR5YZJ5cLinE3Qq3zx/wKmgD3OWbhj611ylzFhJ+W/hwvLX0K+rkPuUmgELncIXt9AKFarUcBiHvqLWyiixLfX/yGtntOj+BMQwb2LbsY0Y4PcpRAR0RHqsPtRunBIWD1fFEV+UCOiKYUdMokoY4wUxszTdqDTbxuyfHCHzEBEjWAkve7cb+pegtre6agy18ldClFS6HRK6HR8GJtoNBPpjikgAr3SC73KC73SC4PSEzOvV3phUHmGLH+t6fPY7pifgK9CXlqFj2FMIiIimXDAlfQiCCLDmERERClGEZG6KRV1SaHLvvClOj5NYhIqqATaLVI3pY4sqeNlpxlwGGIf0qf0pVCqoLUMvV9HREREYxCkDuBOA1BXGLtK75cG3xgc1szrBazu1GsYnu2WpjnNA8sCSumzX4sVaMkGWnJMaLcAGPdjAQI+aD+xfy5f24ZjbR/Hs+wpZZrxIARE0vKa3uKcjbh65uNQCGxOkspMRhVMxrEfWVYpwjjO9hH+23JWEqqiVLUsdz3DmERERESU0hjIJKKMY1E7kKV2oNFTDgBYnLMJb7WcOWQ7o8rd/16jCOLGmgdw746bERbT51vnSw0XsksmEREBAJxBM9Z3Lht1G6PSheuqH0a2prs/aDnR8OF0Ux1u+ewedPjzJ7R/qrKonXKXQERERJQWLpr2d3T682IeeiMiIqLkUYaBfMegrpfdQIEDUEXkrmx0EQHoMknBy8HT4d2RiIiIiGhsXi3QqAUa82KXq0JAbq8UzrQNCmvm9gLKFMqzacJASZc09QkppO6Zzdl9IU2gwwJExvFZ8czi/zKwNwqd0o8ifQuavSVyl3JESg2NuGbWb/l3O8W4xt0Jl6YmEZ8vfU3uIoiIiIiIRpU+qSIiojjI0djx03k/R7GhBd0BK3b0zEWxoRmfdC6HM5gVs+3gDpkAMN+6Hd+f9Tv8Zs8P0mY0OHbJJCKiPmvaT0RQHLmrlIAIvjv795hn3RGX85nVLlxf/RDu2PozBCLauBwzFWRpHHKXQERERJQ2rp7xODp8Nux2VstdChER0ZSmCklhy6IuoKhHCl/mO1LrYfrh9OqGBi87LECId7CJiIiIEiqkAtqypWkwZVgKaeb3SJ3U8x3S50yTT546h6OKDBfSFKEuaYRQ3IxgUQd8Bd1wZXvhEfXwhAzwhA3whvU4pWC1fIWniQpjfVoFMk2qXvyo5lfQq1LoHylN2jstp+GjjuPlLoNkNNuyBzPMtXKXQUREREQ0Kt7OIqKMka9tw0/n/xz5ug4AQLamB8fnfwQAWJrzKf7XdlrM9oM7ZPY51vYJekNmPFV7ZeILjpMXG1bhx3Pvl7sMooR7c3UrHvz9vv75WTNMePSXi2SsiCi1vNt62qjrzy99BUtyNsX1nJWmenxzxh/x6N7vARDiemy5ZKkZyCQiIpLLtbdtwY7dA92qf/itGTj39CIZK6KRHPIUY4P9aHxqX4paV5Xc5RAREU0pmqD0cHxh90D3y7xeQJHC4cuACmi3DApeWoG2LKljE1EfT2cDNv4+9v7b8T99E4JCKVNFREREmSeslLpPtlmBbYOWG31AQV9AM/pqc6ZO93VVRIDYWA6xsRxKAEYAJrUfupKD0JXXQV92ALqyWmgFv9ylprwKUz3Wdh4ndxnjohRCuG7OwyjQtctdCo3T48/W4cXXDvXPn3FyPn70vdkx2xxwVeCZusuSXRqlmHNL/i13CUREREREY2Igk4gyQqGuBXce9RhytN3Drj86d8OQQObhHTL7nFH0NpxBC15s+FLc60yEzd2Lsb+3iqNG0ZTX1u7Hmk86++c93rCM1RCllh09NWjxFo+4fr51K7487e8JOfcJ+R+izjUdbzSfk5DjJ5tF7Rx7IyIiIkqILTt6sHbDwND3F11QKmM1NJJAWI0bNj0kdxlERERTgjYw0PGyL3yZ25u6w15FBKDTHO10mSWFLtuzgB4jUrdoShlhvwedu9bIXQYRERENw60D6gqlqY8iIn02LeiRumjmR18tXvnqHEwMauGtnwVv/Sz0PSkkaHzQlRyEvrwOurI66MvqoClohpDKo5skWYWxXu4Sxu2y6c9grnWn3GXQETjQ4I55rmdaqSFmvSekx693X4ugqEl2aZRCivTNWJKzUe4yiIiIiIjGxEAmEWWEm2ruR442NOL6edbt0Cs98IalCz1qRQAaZXDE7S8sewnOoAVvtZwZ91oT4aWGC9klk4gog73TunLEdbnaTlwz+7dQCIm70fj1yj/joHsadjrmJuwcycIOmURERESji0AhdwlERERpSe8fCF0WdktBzJzhx41MCQ59bMfL9iwpjBlmM0MiIiKijBBRSINwdGQB2wct1/tjA5oFPVI3TXUKjKcsBnTwHpgN74GBjnyCxgddaT30ZXXRbpp10OS3ZGxIs8JUD0BEqo+ocnrhWzij6G25y6A4+8O+b6PNVzj2hjSlLctdn9DnV4iIiIiI4oWBTCLKCCa1G4B2xPVqRQiryl/EIU8JNIoAzOreUY8nCMA3pv8JSiGMVm8hFEIECkQgCKL0Pjo/+FUQxIFlQgR7nLNR56qK81c6vM3di7GvdwZmmvcn5XxERJQ6nEEzNtiPHnadSgjiujkPwzLGz73JUgoR/HD2I7hlyz2w+/MSeq5Ey9IwkElEREQ0mojIQCYREdFYFGHp4fRSO1DSBZTYgdwUDV/6VUCbdVD4Mjr52LCEiIiIiIbh1QL1+dLUR4hIg430BTQLeoB8B2D1yFdnHzGgg7duDrx1c/qXKbRe6ErrpS6a0W6aGltrRoQ0Lepe5GrssAdS955uTdYOfKPqT3KXQXH2+qGzsd5+jNxlUArwhXVyl0BERERENC4MZBIRRX2u5PUj2l4hiLhs+rMTOteH7cfhrZYzJrTvRL3YsAo/mXtvUs9JlEzLFmfjkZ8v6J/Pzxs5hE2USd5rOxkhUT3susumP4MZ5tqk1JGlceL6OQ/hzm13IhjhE3tERER05H74zRm46Hx///yKpbkyVkPDCUWUaPKUyl0GERFRahEBi0cKXpbapamwJzU6BB3OqwFarEBrNtCcLb12mZDqzXFoitBmFWDB5Y8ctpT/+IiIiKYCUQHYLdK0s2xguTYwENLMH/SqkfmzcsSvh6e2Gp7a6v5lCq0HurL6aBfNWugr9kOd0wFhCn5cqTDVw96VmoHMAl0rrpvzMJRCRO5SaALOP6sYFWXG/vlZVSYAwP7eKvyl/mtylUUpxhUyyV0CEREREdG4MJBJRBnh+fqv4suGtSjSt8paR5c/G6vbTsE/Gr6c9HMvyt6c9HMSJVP1TAuqZ1rkLoMo5bzbetqwy23adsy3bktqLVXmOlxV9QQe2/cdpOvDVM/UXYYP2k/AaYXv4jjbR9Ap/WPvRERERHFxwdklcpdAg0REAZ6QAa6QCe6QEa6QCf6wFlZND47OXY8N9mVyl0hERCQLdRAo7pa6XpZGu1+afXJXNZRbC7RkD0ytVqDHiHS9ZENTgMaUjelnfFvuMoiIiCiJ/BqgwSZN/UQgO9pNs7AbKOoBiroAk8y35CJ+Azz7a+DZX9O/TGXphr5inzRV7oO+rBYKTVDGKuOjwliPjV1L5S5jCL3SgxurH4BZ7ZK7FJqgY5fm4tjDBlp0BY349e5rERb5KDNJXEEGMomIiIgoPfC3GCLKCO+1nYJPvKuwOGcTzi35N+ZYdidllLqwqMD+3hnY3LUIm7sX4aC7IvEnHcY3pj+Ns4r/K8u5iYhIPtt65qHNVzjsug5/Pq7b+DCqs3bhlILVOCZ3HTTKxN8gPKlgDWpdVXir5cyEnysxBNS5qlC3vwrPHbgEK/LW4vSit1Fpqpe7MCIiIqKkUggiTGo3TGr3kHVLvZ8ykElERJlBBPJ6o+FLu9QFM98BKES5C4vVq4sNX7ZkA716MHxJRERERKlHALrN0rS7NLpMBCxeoKhbCmdOd3oxrSeIsFveAZtDzmz0bl2G3q3R62CKEHSlB2Go2CsFNCv2pWUXzYoUvO8pIILvzXoUZcYmuUuhOHt07/fQ6beNvSGAY/PWwqRyoTuQjZ6gFY5AFnoCVgRFTYKrpCMlIAIRigntyw6ZRERERJQuGMgkoowhQoGNXUuxsWspLp/+FM4sfish53EGzdjSvQCbuxdhS/cCuGW+SPDl8hcYxiQiylCrW08Zdb0IBXY65mKnYy6eVl6O42wf4eSC91BlrktoXZdWPosGdzl2O6sTep5E84X1+F/baajJ2slAJhEREdEg86zbAYhgyoOIiKYavX8geFkSfdWlWAOcHgPQmg20WIGWHKnzpUsvd1VERERERJMgAE6DNO0pEXH8vAdQad4DX1cBgk3lCB8qh7ehEr7G6fKGNCMq+Bqq4GuoAtacDSA9u2i2+QrkLmGIi6a9gKW5G+Uug+Ls5cbzsbl78bi2zde24XuzHoVKER6yzhUy9oczewJW9AQPe41OrpBpwiFBOjLXVT+MP+77JnpDR/49mYFMIiIiIkoXDGQSUUZamPNZQo67rWce7tl+S0pdvOkNmeUugSgpdu1z4r2POvvn8/O0uPDcEhkrIpLfZdOfQb6uHW+3nA53ePSL1p6wEW+3noG3W89AufEgTilYjRNsHwzb8WiyVIowrp3za9yw6UHZBy6YrOV5H+P4/I/GnFXbAAAgAElEQVTkLoOIiCgjvPzGIbS0+fvnTzo2DzWz5R0Fn4aXq+1Csb4ZzV7+TkZEROlLEQYKHdHgpR0o7QJyXHJXFavLKHW7bB3U+dKrlbsqookJuLrRtPZvMcsqV14NQZE699yIiIgoNfxi+639z+XcNu8uzF30AgBAFIFglw2+xkp4G6bD1zgd3sbpiHjkux85ahfNiv3QV+5NuS6aH7YfL3cJMY6zfYgLyl4Z9/YRUUCHzwabrgMKQUxgZXSk1m6wY8sOBwCg1VeAj2BD3rzx7fulaf8YNowJACaVGyaVGyWG5lGPEYoo4QhKwc1Ofx6erbsU9kDeEX0NNDaD0o1luRtQZmjEvTtuRpuvMLpGxHzrNlxQ+jIe2nX9iM+wuILp/QwJEREREWUOBjKJKOPMsexCga4dEVFAT8CKHG133I69vWdeSoUxAeB/rafiwrKXEhKoIUol6zd149rbtvTPL12QzUAmZbwsjRNfqXgB55W+indaV+L1Q+egJ5g95n4N7ml4pu4beP7AxVia+ylOKViNo7K3xbU2q8aBKlMttvYsiOtxk8mq7saVVU/KXQYREVHGeOSP+7F2Q1f//KP3LmQgM4UdZd3KQCYREaUPEbB4pNBlaTSAWdQNqCJyFyYRAdjN0fDloM6XPo3clRHFj9/Rhi1PXxuzrHLlt2SqhoiIiFKXABFSerEmawfmWncOrBEATW4HNLkdsCxcD2BQSLNBCmdKr5WIeGUK/MR00ZQWKc09MFTuTYkumoc8xah3V8hy7uFUmfbj6pmPD1neF7ps8RWhzVuAVl8hWr3S1O7Px2zLHtw+/24ZKqbRvPrfZjz8+P7++fITC5A3b+WY+5UbDuI42+QHSVYpwsjVdiFX24Uqcx1mmvfh/p03od5dOelj04BivRSMLdK34u4Ft+H+nTfBoPRgVfmLmGXZBwBYkL0FazuPG3Z/T9iAiCgwUE1EREREKY+BTCLKOCfkf4AN9qV4sWEVbqx+IK7H3uWojuvx4sEf0eHt1tPxhbKX5S6FiIhkYlB5cV7pazir+E283XI6/nzg6+MaQCAoavBx5wp83LkCNm07Tip4Hyfnv4c8nT0udZUZG9M6kLkkdyN2OaohCCIEiCjQtaHM2CR3WUREREQpYX72NrzZcrbcZRAREQ1LFQJKugY6X5bYAbNP7qokEQHoNA90vGyNhjADarkrIyIiIiJKJSJWlb845lYxIc1F66Q9RSDYWQBvY2V/F01fYyUiXmOiix5WuNc6bBdNfcU+GCr2JbWL5kcdxwFIjXad2Zou3FD9IDSK2HBqKKLEbVvuxgH39BH3/WLZPxNdHsVBmaEBakUAwcjoow1dVPFCQsJ5Odpu3HnUnfjtnmuwsWtp3I+fqYr0Lf3vLepe3HXU7UP+/pbkbBwxkClCgf+1nooZ5v0oNTSN2BmViIiIiEhuDGQSUcZ5/dA5OOQtxWmF78Cm64zbcUMRJWpdVXE7Xjy92XwWPlfynyEXKYmIKLNoFEF8ruR1OIMWvNJ0wRHt2+HPx4sNX8JLDRdivnUbTilYjaNzN0zq4neZoXHC+6aCd1tX4t1WacROm7Yddy24XeaKiIiIiFJHjWUnlEIIYZGXoImISH46P1DeGZ06pO6XyhRptODUA025wKEc4FCuFMIM8scnEREREdGo5mbtQE3WrgntKwiAxtYGja0NWYs/AQCIEQFBez68DdOlkGbDdPiaKhHxGeJZ9vgM6qLZveYsAMnroikFMuWnVgRwQ/WDyNF2D1n3YsOqUcOYs8x7MM+6I5HlUZxMNx3AfUuuxd8Pfhlr2k8cdlDpWeY9WJKzKWE16JR+3FD9IJ47cAneaD4bqRJITmeDA5kAhg3TLsz5bNT7B0/UfhMAoBRCKNY3o9zYgGnGg/2v2Zqe+BdORERERHSEeDuPiDLOIW8plEIIF5TGt2OkShHG4pxN2GBfFtfjxoMjaMWa9hOxsvBduUshSpiCfC1OXJ7XPz9rhknGaohS20XTXsABV+WEulOKUGBrzwJs7VkAs8qJ4/M/xCkFq1FuPPJwZalhanSTNKucuGXePbzoT0RElGAL5lqhUg48kFGYr5OxmszmCFiQpXHGLIuIArr8Oejw29Duy0eH3wadwgd3mL+bERFR8lk8UvCyL4CZ7xx7n2QIKoHmbCl42RfC7JXh+W6iVKTUGpBXfaLcZRAREVFaEPGl8n/E9YiCQhwIaS75WDpLRECgsxC+xkopoNkgddMUA8m/LjlsF82Sg9BXSl00DVW7oc62T+oce50z0eYrjEO1kyXi6hmPY4a5dsia3Y7ZeKXp/FH3/mI5u2OmqspyY8xzPbNnmJCr7cJ3Zv0B55S8jr/WfxWfdS/EQChSxMUVzye8LoUg4rLpz6JQ14pn6i5DBMqEn3MqKzY0j7mNUeXBbMse7HTMHXW7sKhCo6ccjZ5yfNRxfP/yAl0rHlx8A7tnEhEREZGsBFFMkeFfiYjiRBAEG4D2wcvOebwJWoutf36WeQ/uWnBH3M/d6cvF9ZseQiCijfuxJ6tQ14KHllw/7KhTRESUeXqDJtzy2T3o8OfH4Wgiqky1OKVgNVbY1sKg8o5rL19Yi8s/fnrYkS7TybF5a3HN7N/yZywRERFlDE9Ijyf2X4W51h04If8DaBRBHHBV4JbP7kn7z3ZERJSGRCCvNzaAafXIXZSk0yyFLptypRBmexYQ4Y9KIiIiIqJJmW/dilvn3SPLucWwAr7mcnjrZ8J7YBY89TMR7EyFECOgzmmHYcYuGKp2wzhjJ9R5bRCOoNnf07XfwH9bzkpcgeN0XukruLjir0OWe0J6/HjzfaPe387TduB3R1+TyPIowbb3zMXz9RejzlWFhdmbcfPc+5J6/s1dC/HInh/CF9Yn9bxTyX2LbsI0Y8OY2/3n0Dl47sClEzrHGUX/xRVVT09oXyIiSrwOux+lC18/fHG+KIodctRDRJQoDGQS0ZQznkCmQenGE8uvSkhw4uXG8/G3g1+N+3Hj4fo5D2JZ3ga5yyAiohRxwFWB27fehWBEE7djahU+HJO3DqcUrEZ11u4xt//BhkfQ7i+I2/nlsiTnU1wz+7fQKf1yl0JERESUFD2BLNy59U54wgacXvg2zih6C8/XX4z320+WuzQiIpriFBGgsHsgfFneCRgCclcFeDWDwpc50uRLvbEbiYiIiIjSnIi7jrodsyz7jmivnkAWrBpHQioK9ZrhrZ8JT/0seA/MhLehSpYumodTWbpgmLEbhqpdMFTtgrbwEATF8M9JhUUFvrP+MTiDWUmu8nAiZpj3o0DXhjxtJ2zaDth0HcjTduKVpvOxpv2kMfe/sfoBLM3dmJRqKXE+6liBUkPTuIJ98XbQXY77d9wEeyBv7I0phoAI/nTsN6BVjn2hptVbgGs3/hoDHVHHS8QDi29EqeHQhGokIqLEYyCTiDKFSu4CiIjk4Akb0eorRLG+Je7HPrfk31jTfiKavSVxP/ZkvdJ0Po7O3XBEI+AREdHUVWmqx1VVT+Cxfd/BkV/kHp4/osOa9pOwpv0kFOmacXLBezixYA2yNT3Dbl9mbEzzQKaIacaDKDM0oidgRaG+Te6CiIiIiJLCqnHg1nm/wO1b78JLjavwatN5mGvdAUBEvD5bEhERAYAqBJTaBwKYpV2AJiRvTREBaLVGg5e5UgizywT+CCQiIiIiSrAF1i1HHMZ8ufF81GTtTFggU2XuhXn+JpjnbwJwWBfN6BToKErIuUcTcubAuWkFnJtWAACURicMVbuj0y7oSg5CUEYAANu656dAGBMABOzvnYn9vTMnvP/TdZdjnnU7B9JNc8fZ1sp27mnGBty94Dbcv/Om/2fvvsPjKM+1gd+zvat3q6wkq7nJBRvTDdjUE0wJcGiBQAhJSICEcEJC+HISEjikEEIg8QkcCC30GEJvJoBtjJtky5Ysq/e+krbX+f5YISEsWcXanV3t/buuufDszsx7rzHCO/M+74Mmu1myHNEoSd0/rWJMAEjXdmNN0g5UD5fO6OfPorgDLMYkIiIioojADplENO9Mp0MmANxc9BBOSt0akgz7Bxfj11V3heTax+r/LfnFtDqWEUUbp9MPq31sJpZCLiAxYe66/hHNZ4/VfRPvdW0I2fXlgg/lCRVYl7YFyxP3Qi4ERt97rukybG67MGRjh5JZ34Aflv4BKZo+qaMQERHFBMugB17f2L1Mo14BrVYuYSICgFb7Avxi/y9g9xmkjkJERPOE1g1k940VYGZYALnEjzOHtMHCyy8KMDsSAB+XvSWaUwG/D17bwLjXVKYUCFxllIiIiEacmPIpri94DDqFc9rn1AwV45f778bvVtyOTN3cL9o+XZHYRVOmdkCbXwt9QTXeVpXiTaEcgXlyu/WczDfxjfwn0WAzI045hCT1wNQnUcjZ7D44nP7RfY1aBpNRKWGio3P51fjToR9gz8BKqaNEjSXx+/Czxb+Z8XlDHhPaHAvwaP0N6HRmHvXYH5b8HquTd842IhERhQE7ZBJRrOCjQiKKWfW2gpAVZC6Jr8La5G3Y3ndCSK5/LF5r+xoLMmleeuG1Ntx4+57R/VXLErD19dOkC0QURb6R/3c023NRay0OyfX9ogK7B1Zh98AqxCstOCX1Y5yW9hEydZ3I1rWGZMxwaLTn4481t+KmhX9Ftr5N6jhERETz3kXf3I5tO8cmzjx8XzluuJKrU0stW9+Gn5Tdh3uq7oI7IO0kMiIiik4m+0jx5UgBZuqwtHm88mDB5RedL9sTAatO2kxEscDeVYf3b1827rWNzzgAYZ5UBRAREdGsaeROXJf/OE5N+3hG5w17jfjToR8gADkMSluI0k1PJHbRDLh1sFeXw15djhUAlsiD34FakoHmlOCvo3Uhmnc6zsK23hOQq2/GTxbdJ3UcGnHPA9V4YFPd6P7Vl+Tg0Qcit9hRI3fj8tznWJA5A5najlmdF6caxpDXii5n+lGPS1L3YVXSrlmNQUREREQ016L0KzMR0bFrsOWH9PpXm5/CXstyuPzakI4zU3stK9BqX8DCESIiGqWQ+XFryR9xZ8W9GPLGh3SsQW8CXmu/AK+1fw0lphoUmWpDOl6o1dsKcWfFvdiYvRkbF2yGQuaf+iQiIiKieWahqQ4/Kv09Nh3+NuJUQ0hQWZCoGkC7MwsHh8oAsKsRERGNEIHk4bHiy5w+IN4hbaQ+41jhZXsS0BMHBGTSZiIiIiIioqB8Qz2+X/wQMrRdMz73kdrvYsCTBECEX4ysRR4EeQDa7CZos5uAk98DIH0XTaUfMPcENwDwy4KL1TSnAC0pQGsS4FaFLc4xCUAOheDDzcV/hkwQpY5DUSxT2wG54INf5FTr6cjQzr4T8YstX4eIo9+QWZ/+Hv+bJiIiIqKIwW8JRBSzGm1m+EUZ5EIgJNdPVFvw9ZwX8VTjNSG5/rH4V/t/4LtFf5E6BhERRZBEtQW3lTyAX1X9PEwPEwTUDJeiZrg0DGOFlk9UoNOZAYdfB5PMKnUcIiIiorAJiMLo5IelCfvx8OqbAQB9riQ81Xg1Bj3xSFBZYPEkShmTiIikJAKpQ0BeT3DL6QN0HuniBASgMyHY8eWLCcUONngmIiIiIoo4AgI4L+sNXJ77HHyiAvXWfBQYG6Z9/qutX0OFZfno1b7z+V+QoLIgV9+MPH0T8gxNyNU3z6rQM1Qm6qLp7syGo7FIki6a8gCQ3R/cUBP8PtUVP9ZBsyUFcKrDFmdG5IIPt5Q8CJOSz27p2ChkfmRoO9HmyJY6SlSYbUFmoy0Pu/pXTXGUiBNSts3q+kREREREocCCTCKKWZ6AGm2OBcjVt4RsjLMy3sGW7nURd1Nma++JuCz3eSSpB6SOQkREEaQk7hCuMj+NvzdcK3WUqCFDsLvo6uSdUkchIiIikkS3MxV97mToFA6YDU2weOLRZM/DtQVPIEE1iN8evB27B1iQSUQUM0QgwRbsqJI30llF75Yujlce7H75RQFmWyLgVUqXh4iIiIiIphavtOC7RY9gacJ+AMAjNd/F9r61OD3tQ1ye9xyMStu4491+FQSIUMm9AICaoWK80HLpV64qwOJJhMWTgA5HJvrcyRjyxAFARBVlfpkgD0CzoBmaBc2Td9FsLoToDU9VpEwEMi3B7fjDwdd6TGPFmc0pgE0blihTusr8NIpMh6WOQfNEtq414ub+RapMbce0j3X7VbD79LD79Hi++bIpu2MCAn5W8Wucn/U6zsp8Bxq5hDeciIiIiIgACKLI9u1ENL8IgpACoOfLr527qQ1qU8oRx95YuAmnp28JaZ7qoRL89/5fhHSM2Tgv63VcbX5a6hhEc8bl8sNq943uK+QCEuJVEiYiil4PHboZW3tPkjpG1IhTDuKi7FdwRvoHUMj8UschIiKatyyDHvj8Y/cyDToFtFq5hInoyz7sWofNrRuxKmkXjkvaiWLTIcgEEb+u+in2Dy6VOh4REYWQ0TFWfJnXA8Q7pMviUAGtyWMFmJ0JQGCq+XxEFBECfh+8dsu411TGZAiCIFEiIiIikkJ5wl58t+iR0c6G73aux//VXz/6vlExjP/M+wdOT9+Cbmcq3u3agJqhEvxq2c8hE0Q02Mz4/cEfod+TDABQCh6YDY0oMtUGN2Mt4lVDkny2UBB9cjhbzXDUl8JRVwpHQwkCLp1keQYMQHMy0JQGNKZKU6C5Nnkbbin5U/gHpinZ7D44XWPP09UqGUzGyF816ZWWC/FCy2VSx4h4SpkHf1/7DciEo89Jf6vjbDzTeCV84uz/3RsVwzgv6w2clfEOtArXrK9DRESh0dvvxoLyN7/6cqooir1S5CEiChUWZBLRvDOTgswz09/DDYWPhTzTw4e+i096Twn5ODOhkTvx8HHfg14h4ewYIiKKSG6/Cj/f9yu02HOljhJVcvTN+OXSu7kSIxEREUU1vyhDjysVHc5M2LwGpGh6kabpRpJ6YMLjh71GPNd0ObZ0rxu3gnWcchArE3fj4FAZulwZ4YpPRERhoHWPL8BMtkqXZUg3Unw5UoDZawLA2i0iIiIioqijELy4Iu9ZnJv11uhrjbY83F35S3jFIxdiTlH3oM+dDBEynJXxNnQKB7b3roU7oEaRsRbFpkNYaDwMs6ExphZUFQMCXO25wQLN+hI46krht5sky9NjChZmNqYFO2i6w7Cmdoa2A+dnvY5TUj+GUuab+gSiKezsX4XfV98udYyIl61rwW9X3DHlce93noFH6781J2MaFNbRwkydwjkn1yQiomPHgkwiihUKqQMQEUmpwZYflnGuND+D3QMr4fDrwzLedLj8WrzfeSYuyH5N6ihERBRh1HIPflT6e/y04jew+wxSx4kKefpG3FLyIIsxiYiIKOrJhQAytF3I0HbB6jVg3+BSbOleh5qhEihlXqRrupCm7Uaqpgdpmm4AgMOvgwARX176b8gbjw+7z5DmQxAR0ZxSeYHc3rECzPRB6bL0msaKL1uSgaHIueVORERERESzlKltxzX5T0Il8+C9zjPR5liAdkcWGmz58IoqXGP+O1ocOSMFlxoAQK87FXLBh1x9IwSIyNa14ozFHyBZ0y/xp5GWIBOhzW6CNrsJSae9BVEEPN2ZsNeVjXbR9A0lhi1P6nBwW1MHBASgI3GsQLM1CfDL537MTmcm/lZ3I15ovhTnZL6FMzPeh0Fhn/uBKGZk61qljhAVMrUd0zrOoLTN+NoCAkhQWZCq6UGKuhcpmpFN3YtUTQ/UnKdBRERERBJgQSYRxbRmey68AUXIV0SLVw3h0twX8ETDdSEdZ6be6jgH52a9yRXhiIjoCGmaHtxc9Gfcf/COcZ2OaGIZ2k7YvAZAK3USIiIiorljVNpwYso2nJiyDQDQYDOjYqAcFZZyvNNxFgIIzpgSEIBMCGBcRSYREUUthQ/I7h/rgpk5AMgk+BkfEIDOhGDhZXMK0JoMONXhz0FERERERKHV507GfQfunPT9RfEHcG7WW7jG/CS29p4Ih0+HhabDKDDUQy33hDFp9BEEQJ3eAXV6BxJPeh+iCHj7U+GoL0V15VnwN+Ujcea1UbMiE4EF/cHt5GrAKw9+32tMCxZpdsUD4hw+lh72mrCrfxVUMg/OznwbMoE3L2l2UjU9UMtcowXhNLEMbee0jtNPs0BaLvhwZd4zWJG4B8nqvpjqdkxERERE0YEFmUQU07RyJ/yiHEqEviBxQ8a7+Kj7NDTZzSEfa7oGvQn4pOdknJ6+ReooRMfs7S1d+P0jh0f3iwoNePje5RImIop+yxMrcHHOy3ip5etSR4l42/tOwPa+E2DWN2BDxrs4MWUrVHKv1LGIiIjmlVt/XokDNcOj+7fcWIjz12dImCj25BsakW9oxEU5/4TNp8d+yxJUWMpRaVmGQW+C1PGIiGiWZIFg0eUXHTCz+wBFIPw5PHKgPWmsA2ZbEuDlk0yimOHoa8HuR64f99pJd70NQRaCtklEREQUUTyBo6+8opcHi3d0CifWZ7wfjkjzliAAquQeqJJ78IryPLSWAUYHkNMH5PYCOb3BjpbhoPQDBd3BDQAcKqApdayD5oABgDC7a2vkTvxx5a2IVw3NWV46dpuebMBL/2of3d9wWip+/L1iCRNNj0wQkaVrR4OtQOooEW26BZkGxdRV4AaFFbeVPIBF8QePNRYRERERUcjwMSYRxbQLFrwKjdwdlrFkgohvFvwf7t73q7CMN12vt5+P09I+4kpwFPW6e9z4+LO+0X2HkyujEc2FS3JeRoMtH3sGVkodJSo02vOxqe4mPN10FU5N/TfWZ7yHDG2X1LGIiIjmhcoDg9i2c2B0/7KNCyRMQwaFHWtTPsPalM8AAI22PFRalqHCUo7D1oXwi7z1TEQUsUQgfXCkA2Y3kNsHqEK/ZuERHKpg18svCjA7E4DAHHZDIaLo4nc70Ff9sdQxiIiIKAJNt5saTV+zPQetjhwAgFUHHMgJbgCgcwUX6sntDW7pg7Oui5wRnQcoawtuADCkAxpSxzpo2rXTv9bKxN0sxoxAjS32cfN6chfoJEwzM9m6VhZkTiFT2zGt46b6mZ6lbcMdZfcjTdszF7GIiIiIiEKGs2KIKGbFKy3YkPFuWMcsMh3GurQPsaX79LCOezQdzizsGViBVUm7pY5CREQR6uaiP+OnFb9Bl4sdqKbL7jPgzY7z0OtOwY9K/yB1HCIiIqKQMxuaYDY0YWP2q3D4tNg/GOyeWWEph8WTKHU8IqLYJgJJ1mAHTHN3cEKtzhP+GHZ1cBJtc0qwALPXhPDM6iUiIiIioqgVpxyEVuGSOsa8s7XnxEnfc2iAQwuCGwCoPUB2/1gHzcwBQB6GNd/jHMDypuAGAD2mkeLMNKApBfAoJz93TfKO0AekmJKgskgdIaIpBC8yddMryDQobJALvgkXdSxP2IsfFP8JOoVzriMSEREREc05FmQSUcy6MPufUMvDP+vkP/P+gZ39x8HmM4Z97Mm81vY1FmQSEdGkdAonflT6e9xVeQ/cAY3UcaJKkbFW6ghEREREc8oXkEMh8x/1GJ3CiTXJn2NN8ucAgivuV1qW4fO+1aizLQxHTCKimGd0APndwQJMcw9glGD+sksZLL5sHOlowgJMIiIiIiKaikrmRqmpGkvi92NxfBXyDM1SR5qXtvZNXpD5VW4VUJcR3ABA6QOy+sc6aGYNAMqj3y6cE6nDwW3NYSAgAO2JY98325IAvzx4nFbuQHlCRegDUUypHi6VOkJEOyfzLegVjmkdq1M48cyJV2HvQDn+t+7GkQUdRZyb+SauMj8NmRCGim8iIiIiojnAgkwiiknJ6l6ckf6BJGOblFZcnvccHq37liTjT6TWWoxDw0UoNrFohKLX6hUJePCeZaP7qclqCdMQzT/Z+jYkqfvR4cySOkpUWWg8LHUEIiKieeOWbxXisgvco/snrEqSME3sEgQRg544eAIqpGp6p3VOrr4FufoWpGp68Mea20KckIgoNsn9QE4fUNAV3NKGwp/BKwdakoGmkQmxnfGAKAt/DiKKTuq4NCy77sGvvMoqbiIiovlPRIGhHkvi92NJ/H4UmWqhlPmkDjWvVQ+VoN+dPOvzvQqgKS24AcHvo5kWILcHyBvpoqkIzFHYScjEYNfO7H7glOqx76MNaUBcySEowT9DkeiCszORl60f3S8qMEiYZvpsPj0OD3OhwcnEKQdxYfY/p338oCcOzzRdiU96TgYgQC74cH3BYzg9fUvoQhIRERERhQALMokoJl2S89KU3RxC6fS0D7Glax3qbYWSZfiq6qFSFmRSVCtdaELpQpPUMYjmLadPg05nhtQxoopc8CHf2CB1DCIionlj4zlcGCISyIUA4lVD8Isy1Fvz4fJrUGisg1rumfLcHldqGBISEcUIEUi0BYsvC7uCE19VYb7l7ReA9qSxjiTtiWMdSYiIZkplSED+hpukjkFERERhJ0AmBLA0YR/K4qqlDhMTPu09aU6v55cDrcnB7VMECzSz+4D8bsDcA2RYggWUoaT0AwXdwQ37lqP2jU3QLTwIfVEVDMX7oUrpDm0Ampa1q5KwNgoXWtxnWYoAeMNjMpfmvgCdwjnlcQFRwLudG/BC86Vw+IOFuUbFMH5Y+geUxtWEOiYRERER0ZxjQSYRxZxMbTtOTv1E0gwyQcT1hY/hZxW/hojIWCK8150idQQiIopgjXZzxPw/K1os0LVBhhAv/0pEREQkEbkQQIGxAQFRwP7BJRj0xKM0rnq0a+aHXeuglTuxOL4KRqUNANDtTJMyMhFR1FN5gbyeYAFmQReQYA/v+CKAzoSxDpgtSYBXGd4MREREREQ0/xy2FuGX++/GKakf47tFf5E6zrzmC8ixo29NSMfwy8d30FR7gp0zzd3BLcUa0uGDGewmWCuOh7XieACAKqUThtIK6MsqoS88CJlq6sXliL6w17Jc6ggRK1ffhHVp0+tsWZ2PAj8AACAASURBVGlZhve7zhwtxgSAby/cxGJMIiIiIopaLMgkopjz9ZwXIRekL47INzTitpIH8HTTVehxST8hsdfFgkwiIppcgy1f6ghRp9meh6u3PYXLcp/HxuxXpY5DREREFBIyQcSyhH0AgN0DK/Bpz0lYaDoMQRDx4KFbISAAs6ERS+L3o85WKHFaIqIoIwLpg8Hiy4KuYIcReYi7inxVj2msALM5BXCpwjs+ERERERHFCgEiBKlDzDtWrwEHh8pgVFphVFjRZM+DzWcMawa3CjiUFdwAwOgIds40j3TQNE3dWO+YeXozMNCbgYGPz4Gg9EBXcBCGskoYyiqgSumEwD96dBT7LEuljhChRHwj/++QCdO7WbU8sQLLEytQZy3Axz2nYGvviXik9rv4YekfsDj+QIizEhERERHNPRZkElFMydU3YU3yDqljjFqdvBPLE/fivc71eLn1Yth9BsmysEMmRbvqw8P4aGvf6H5qshoXn58lYSKi+aXByoLM2UjV9ODczDeljkFERDQvbH6rHZ3d7tH9U9cmo6zYJGEi+qqViXuwMnEPKizLUDW4GAAgQoYGWwEabAUSpyMiig46F5DfPVaEaXBPfc5csuiBxpECzKYUwK4N7/hEFLs8Ngvatj037jXzmd+GIJNJlIiIiIjCbXFcldQR5h2j0oY32s9DrbUYAgLI0HZKHQlWHbAvL7hBBJKswe/B5h4grwfQeEM7vuhVwV5TDntNObpf+QaUSd0wlFbAUFYJ/cIDkKnD/EU8hmzb2Y/KA0Oj+8WFBpx+UqqEiaZWb83HkDde6hgR6biknSiLq57xeYXGehQa63G1+SnsHliJdzrPgsWTgJNTPw1BSiIiIiKi0GFBJhHFlEtzX5j2qkzhopT5cG7WWzgl7WNsbt2ItzvOhk9Uhj1HnysZAVGIuN8foun6fI8Ft/68cnR/1bIEFmQSzSF2yJwNETcW/i9U8hA/NSQiIooRD/6tDtt2DozuP3xfOQsyI1R5QiXKEypxRvoHeKXlIlQNLQbY4YCIaEKyALCgP1h8md8FZFrC+xPTqhnpgJka/OegdGsGElGMcw91o/LxW8e9Zj7zRonSEBERUajpFTaka7pQbysceUXE4ngWZIbCdQWP42cVv8Z5WW8gz9CEhw79QOpIYwSg3xTcdi4EhACQYQkWZ+Z3A9l9gCIQ2gje/jRYPj0Llk/PgiD3QldYPVKgWQFVWge7Z86h197pwAOb6kb3r74kJ+ILMvdalksdISIpBQ+uMj99bNeQ+XB88g4cn7wDg544uPxqaOQsiCYiIiKi6MGCTCKKGQuNtViRsEfqGJMyKOy4yvwMNmS8ix/t+T28AVVYx/eKKgx7TYhXDU19MBERxRRfQA6nny0xZur0tA+xKP6g1DGIiIiIJFMWV43Csvvx2+ofY//gUqnjEBFFjDj7WAdMcxi6f3yZUxXsfNmYCjSlAX1GsGaeiIiIiIhCSq+w4dzMN/HP1gtHFyi/Iu9ZJKn7cd+BOwEAqeoeJKkHjnYZmiWzoQnXFTyOdWlb4BMVUMnc8ATUUseakCgDOpKC29ZSQOEDsvsBc3dwC/UiRqJfCfuhpbAfWoruzddAmdgbLM4srYCu6ADkGlcIR6dIVDFQLnWEiHRO5ltI0/TM2fU4X5GIiIiIohELMokoZpgNjVGxalmqpheL4g6gIswrbOXqm+AT+b8FIiI6kkLmxwMrb8Pm1o14q+MceMXwLhoQjdQyFy7IflXqGERERESSqrfm4+Ha76HDmSV1FCIiSSl8QG7vWBFmijV8Y3vlQPNIAWZjGtAdF5zgSkREREREFGp6uQ3nZr2JczLfgk7hxMstFwMASkzVOCP9QwBAjr4ZLfZc9LjTcP1njyJP34TVSZ9jbcp2mJRh/PIUxRw+LZQyL5Qy36THrM94HwCggB/LE/ZiR//x4Yp3THyK4HfZxrTgvsYN5PWOFGj2AMkh/iPiHUiBZet6WLauB+Q+6PJrYCirgKG0EuqM1qiYh0azN+w1ot5WIHWMiBOnHMSF2f+UOgYRERERkeRYeUNEMaPCUg5RRFTcDFuRuCesBZk/KH4QJ6RsD9t4RKGQlqrGKccnj+4XFRokTEM0/3S70pBraMYZ6R/g3c4NCEAudaSI5g5o8LfD30KBsR5mQyPM+kakaeduhUgiIqJYtGxRPBTysQqS9FSNhGloKvXWfDzRcC3sPj0EBCCC1T9EFENEIHkYKBwpwMzpA5T+8A3fawLq04Nbc3JwAisRUaSTq3VILj1F6hhEREQ0R85Mfw9X5D0LncI5+tq6tC1YlliJpfH7Rl+7IvdZVA0tRo6+BTm6FmTp2o9aWBjr+t2JiFcNQi4ERl97u+NsXJQz/eKoBbo27OgPRbrQc6mBmgXBTSF4sU67C+tszVA3ZcFeuwi+4cTQDe5XwHF4MRyHF6Pn1augiO8f6Z5ZCX3xfsi1zqmvEePMOfpx83qKI3xeT6VlGe9rT+Cy3OehVbBbLBERERGRIIqi1BmIiOaUIAgpAMZVPJy7qQ1qUwr+sOI2ZOo6JUo2fb2uZHx/15/DNt7S+ErcuejeqChWJSIiaQx7jXi55WK833Um/OyoPA0i/rr6JsSrhqQOQkRERCQZT0CJFnsOWh3ZqB4qxYHBRej3JE99IhFRFFL6gPxuYGEHUNANxDnCN7ZLCTSkAfVpwSLMYX34xiYiIiIiIvoqtcyFv6z+zrhiTJobb7afg9K4apgNTQCArb0noHqoFDcUPjat8wOigFt2PYhed2oIU4aWXm7DGRkf4OyMt5Gotoy+LoqApysL9trFI9siBNy68ISS+aAz1451z8xq5hyseeChQzdja+9JUseIKHn6Rvym/KeQCZx3TkREk+vtd2NB+ZtffTlVFMVeKfIQEYUKZ1ITUUzZa1keFQWZKZo+ZOta0OrICct4+waXYffASqxK2h2W8YiIKPqYlFZcV/AENmS8i2car8QeywoAfIo0mUxtB4sxiYiIKOa5/Wr8uupncPrDNPGJiCjMTI5gAWZRB2DuARSBqc+ZCyKAjsSxLphtiYDIhg1ERERERBQh1qZsZzFmiHzevxpKmRdmQxN6Xcl4rO56OPw6VA+VYllCJcoTKlASVwOVzDvh+XsGVkRtMWaKugfnZL6F09M/hEbuPuJ9QQDUGe1QZ7Qj8dR3IPrlcDQUwVa9DLbqcrjb80IXLqCAo74Mjvoy9PzrCihMA8HOmaWVMJTsh1xnD93YFBIBUUClZZnUMSKMiGvyn2QxJhERERHRCBZkElFMqbCU47ysI1bdiEjLE/eGrSATAJ5svAZLE/ZNelOWiIgIALJ0Hbhj0W+xf3Axnmq8Gi32XKkjRaSyuINSRyAiIiKSnFFpwzmZb+GV1ouljkJENDdEIGtgpAizE0gfDN/QVs1YAWZDGuBUh29sIiIiIiKimTgz/f1Zn+sXZXD6tDAoWcD2VUMeEw4NFyNN040z0j/AI7XfhcOvBwC0Oxeg3bkAb3acB5XMjSJjLZQyL/yifNzW44q+Ysx8Qz3Oz3odxyd/NqNCMEHuh35hNfQLq5H2tefgHUqAvXopbAfLYTu0FAGnPmSZfcOJGNyxDoM71gFCAFpzLQyllTCU7YVmQRO7Z0aBOmshbD6j1DEiypqkHSiLq5Y6BhERERFRxGBBJhHFlINDZXD51ROulBZplifsxWttF8z4PBn80MqdUMh8GPLGT/u8Hlca3mg/Dxdmb57xmESRwOn0w2r3je4r5AISE1QSJiKa35bEV+G+8p/go+7T8ELzpRj0JkgdKaKU8kEEERHRnLMMeuD1jU24MeoV0GrlEiai6Tg/63W803kW7D6D1FGIiGZF6QXye4JdMBd2AgZXeMb1y4CWZKA+DajPALrjAHDCJhHNYwG/D17bwLjXVKYUCJytTkREFFVy9U0oNNZPeVy/OxGdzozRrcuZDosnAccl7cQ5mW+FIWn0CIgC7D49Puk5GSJkqLMW4rW2r6F6uGzC4z0BNaqGloQ55dwSEEB5QgX+Y8G/5qwATBlnQfzx/0b88f+G6JfB2bQw2D3zYDlcbflzMsaERBmcDSVwNpSg943LoIjrh3HxHhiW7IZ+4QHIlLGzcL7N7oPD6R/d16hlMBmVEiaaXIWlXOoIEUUpeHCl+RmpYxARERERRRQWZBJRTPGLClQNLsaqpN1SR5lSkakWeoXtqBMWl8ZX4krzM9DKndDIXdDIXVAKXggCsKt/JX5X/eMZjbm5dSNOSf0YSeqBqQ8mijAvvNaGG2/fM7q/alkCtr5+mnSBiGKATBBxevoWnJCyDa+1fQ2vt58PT4AtOgCRHTKJiIhC4KJvbse2nWPfVx++rxw3XGmWMBFNh07hxPlZr+P55suljkJENG0me7ADZlEHkNcDKALhGXfAMFaA2ZgCeCNzTiIRUUjYu+rw/u3Lxr228RkHIHARFiIiomjy5e6YNp8eXc50dDoz0OHMHFd86Q5oRo+TCz6cmf4+vr1wE+JUw1LEDgu/KMOAOxE2nwF2nx52n37016P/9B75ntOvhQjZ6HU6nJl4seXrEn6S0ErTdOHHZb/FAl17yMYQ5AHoCg5BV3AIqee/AN9wHGw1we6Z9pql8DtC1xnRN5QEy9b1sGxdD0HlgqG0MligWbYHCqM1ZONGgnseqMYDm+pG96++JAePPrBSwkST2zuwXOoIEeXcrDeRqumVOgYRERERUURhQSYRxZy9luVRUZApFwJYllCJbb0nTnqMTuFArr5lwvf2DKyY8ZjugAbPNl2B7xf/ecbnEhFR7NLI3bg090Wckf4Bnmu6HJ/2njTuoWCsydB0IkE1KHUMIiIiIsnt7F+FIU8ctHInBARi+u+IRBThRCBrYKQLZgeQPhSeYT0KoDF1pAgzHbCEbr4nERERERFRWFQNLsYnPSej05kBq88IYPJu1wICOCFlGy7NeQFp2p7whZSIABFvd56NN9rPw9F+X6YiQga/OF/vs4m4vuCxkBZjTkRhGkL86k8Qv/oTiAEBzuYC2KrLg90zW/OBEP1+ix4NrJVrYK1cAwgBaM21MC7eDeOS3VCndYRkTJpavzsRTfY8qWNEjHilBRsXbJY6BhERERFRxGFBJhHFnL0DyyGKgDD7e5thsyJhz1ELMgOT3PATxWDh6Wxs7T0J69PfQ0ncoVmdT0REsStJPYDvFT+CszPfxlONV6NmuFTqSJIojauWOgIRERFRRHi8/joMeJKkjkFENCGlF8jvDnbCXNgJGFzhGbcrfqwLZmsS4GfjNyIiIiIimkd29B8/jaNELIuvxOV5z8FsaAp1pIghE0RcbX4aefom/G/djfAGVFJHijhrk7djacJ+STMIMhE6cx105jqknvsSfFYj7DVLgwWa1cvgt5tCM7Aog7OhBM6GEvS8diVUKZ0wLNkN4+Jd0JlrIcgDoRmXxhn0xOHeA3dyccEvuSz3eWgVYbpxRkREREQURViQSUQxZ8CThBZHzqSdJSPJsoTKo3aQ8IsTz9ZpsufB4kkc95pC8MInKqc17hMN1+I35T+FTBBnFpiIiAhAgbEBv1j639jRtxqP1t0Aqy9ED6UiFAsyiYiIiIITVwa+cm+CiEhqJnuwALOoA8jrARRhmMvoUAENaUBdRvCfNm3oxyQiIiIiIopUBYY6XJH3LBbFH5Q6imROTv0U/2r7D7Q4cqWOIonJ5kHp5HZck/+kBImOTmG0Iu64rYg7bivEgABXqxm2g+WwVZfD2VwYsu6Znt4MDHx4PgY+PB9ynRWGRXthXLwb+tJKyDUsjguFfnci7tl/FzpdmVJHiRh5+kacmvZvqWMQEREREUUkFmQSUUw6OFQWFQWZRqUNRaZaHBoumfD9yQoy9wysGLdfajqIby/chP/a+z9wBzRTjttkN+PD7tNxZvoHMw9NJJHLLliAc89MH91XyKOgDS7RPLcm+XPEqwZxz/674BVjZYVXEWVxsfsAmYiIKJRe+b+18PnHFg4y6HhrM5JYPPHY0rUORaZaFJlq0WgzA+D3MiKSmAhkDQQLMBd2AOlD4Rm2PRE4nAHUpQOdCSGbm0lENK/o0wtx7qa28S8K/AFKREQ0X2RoO3B57nNYk/y51FEk93n/cTFbjFloOIy7ltwDALB6jbD5DMHNa0CCyoIE1aDECY9OkInQ5jZAm9uAlHNegc9ugL1myVj3TGt8SMb1O4wY2nkKhnaeAkHuhW7hARiX7IZx8R4oE/pDMmYo3HVbKX70naLRfbUqcv6+3+1KxT3770KvO1XqKBFExDfy/86GDkREREREk+CsJSKKSUaFVeoI07YiYc+MCzJ3D6wEAMjgxyU5L2Fj9mbIBBGL46uwe2DVtMZ9vukyHJ/8GQwK++yCE4WZRiOHRjPxfxNEJJ1iUy2+U/QXPHTo+5N2fJ5PzPpGJKkHpI5BRBILiAIfThKFQEJ8rCzwEJ0SVIPIMzTh3gN3QiYEEKcMU9UTEdFXKL1AfvdIEWYnYHCHfkyPPNj98nBmsBCTXTCJiGZOJldAbUqROgYRERGFwHX5/4czM96HXAhIHSUsel3JSFQPTPh5Bz1xeLH56xKkkl6mth13LLofGnnwi7pG7kYK+iROdWwUehviVm5H3Mrtwe6Z7blj3TMbi0KyQpPoV8JeUw57TTm6XrwemgWNMCzeDeOSXdAsaIIQwWvkGfQKGPTSTln2BeRQyPzjXutwZOCeqrsw4EmSKFVkWpO0A6VxNVLHICIiIiKKWCzIJKKYlKHtlDrCtC1P3It/NF8x4XuBCW7cWTzxaLAVIEXdg+8XP4Qi0+Fx15puQabVZ8LLLRfjG/lPzi44ERHRiBNStqPblYbnmy+XOkqIiCgx1eDcrDexKnGX1GGIKAI023NhNjRJHYOIKOxWJO7FD4r/hAdqbkOfm5PpiSh8TPZgAWZRJ5DXAyjCMMd3SBsswKzNBJpSAB+fuBEREREREU3opNRPY6YYEwAODC3CG+3n4bqCx1EWVw0A8IsyvNNxFl5s+Tqcfp3ECcMvQTWAOxfdC5MyehbQnylBJkKb3QRtdhNSztoMv0MP+6HFowWavuGEkIzrajPD1WZG39uXQBHfD+Pi3TAu3g3dwgOQKX0hGTOaKWR+ePxKqOReAECzPQe/qfophryh6W4aTbRyB9I03aP7V5mfljANEREREVHk4+NhIopJ6douqSNMW7auFSWmatQMlx7x3kQdMvcOLMcJyVtxQ+Gj0Cmc495bnrB3RmNP1oGTiIhopi7M3oxuVxo+6l4ndZQ5oxC8WJuyHedmvsnCKyIap2pwMX8uEFFM8gXk2Nl/HIAIXoadiOaN5GGgpA0oaQcyLeEZsz0RqM0IFmF2x4M/7oiIiIiIiKbBG1BKHSGs4lWDaHXk4Jf778ba5O04MWUrXmi+FC2OXKmjSUIvt+HORfciRRPd3TBnSq6zw7R8B0zLdwS7Z7aaYa1aBev+lXB3hObPgm8wCZZPN8Dy6QbI1E7oS/bBuGQXDGUVUBjmbzHsVBw+Lew+PWw+A+w+Pew+PXwBBdK1Xbj3wJ2w+YxSR4wICSoL7lt+p9QxiIiIiIiiBgsyiSjmGBXD0CscUseYNkEA/t+S/8augVV4oflStDpyRt+bqGCyLO4g1qVtgTDBZKAk9QBydM3Tvsl7QvK2WecmCre3t3Th94+MdYQtKjTg4XuXS5iIiL7qhoJH0edKRtXQEqmjzIlfLP0FCo31UscgohCx+fQwKOyzOrfBlg+HT3vEAilEdGxu/XklDtQMj+7fcmMhzl+fIWEi+jKHT4s/VP9w3vxdj4gikAhkWIIFmCVtQEoY5hF65EBDWrAT5uEMwKYN/ZhERLHK0deC3Y9cP+61k+56G4KMi4cSERFFu5gryFQOjvxKwPa+E7C97wRJ80hJKfPg9rLfIUffKnUUSQkyEdrcBmhzG5B63gvw9KfAVrUC1qqVsB8uAwJzP4034NbCWrkG1so1gBCALv8QDIt3w7hkN9SpnXM+3nRserIBL/2rfXR/w2mp+PH3ikM+rk7hhE7hRArGioJ/vOd+dDoz4BNj6+fT0XQ4MzHkMSFONTz1wURERERExIJMIoo90dQd8wuCAByXtAsrE3dje99avNj8dXS5MiYsyEzXdh/1WssT906rIDNR1Y8iU+2sMxOFW3ePGx9/Nnbz1OH0S5iGiCaikPnxw9I/4O59v0SbI1vqOMes0WZmQSbRPNZiz0GpqXrChU6mYvfp0WzPRWlcDbwBBZQy39wHJIpBlQcGsW3nwOj+ZRsXSJiGvmzAnYD/OfhfaLbnSR2FiOYZIQBk9491wowPwzp7Q9pgAWZtJtCUAvj4JI2IKCz8bgf6qj+WOgYRERHNsaXxlTAobFLHmJXP+tbApBxGgaEearln2ufFqwanPigGyODH94sfQmlcjdRRIo4qqReJp76DxFPfgd+pha26HNb9K2E7WI6A0zD3A4oyOOpL4agvRc+rV0GV2g7jkt0wLvsc2ty6WT0Lm43GFvu4eT25C3ThGfgrhjwmtDqyAYTpg0cNAYeGi7E6eafUQYiIiIiIogIfIxNRzMnQBlf5cvi00MhdkAmixImmTyaIODFlG45P/gz/7j4VewZWzPgaKxL34NW2jVMel6rpgduvhlbhmk1UIiKiCekUTvxX2f/grsp7MOSNlzrOMam0LMP6jPeljkFEITLgToTVZ4RJOfPWS3afHo02M+KUQxAhIEvXEYKERESRoc2RhfsO/AR97hSpoxDRPCHzA+beYBFmcTtgcId+zPZEoDYjWITZHQ/OxyMiIiIiIjpGBoUV1+Q/iVNSPznma1UPlSBeNYiMMC/AXmqqHlmELBfZulYUmWqx0HgYC42HJ1wsvceVggpLOSoGysOaMzKJuL7wMaxOYmHXVORaJ+JWbEfciu0Q/XI46othrVoF6/6V8PanhWRMT08W+j/IQv8HX4Mivh+mZZ/DuGwHdPmHIMiiZx7dbB0YWgTe/JlYzXAJCzKJiIiIiKaJBZlEFHO+KMisHipF5eAyXJf/eNhW+porciGA09O34LS0j2Z8bqGxDnqFDXbf0VdUqxkuxW27H8Dlec/hlNSPo6pwlYiIIluKpg93lN2PX+6/G+6ARuo4s3ZgaBF8ATkUMnbkJZqPXH4Nel0psyrIdPh1ODhUhg5nJm4ofCwE6YiIIkP1UAl+V337lPcYiIimovABBV1AaTtQ1AFovKEdzyMHGtKCBZh1GYBNG9rxiIiIiIiIYsnS+Ep8r+hhxKmGR187MFiGRfEHp30Nm0+Pj7tPwf7BJbg45+WwF2MCQJxqGHcv+SX+UP1D7Btchia7Ge92bsC5mW/iKvPTo/Noupxp+Ovhm1AzXAIWeY15pvFKbG7dCJ3CAb3CjlRND25auEnqWBFNkPuhLzoIfdFBpF34JNxdC2DbvxLWqpVwNhcComzOx/QNJmHg3+dg4N/nQG4chGnpThjLd0BfeBCCPDDn44WL26+atLNt1eDiMKeJHsGfY0RERERENB0syCSimJOuCd6k7XRm4N3Os7DQeBgnp34qcarZmU2RpFwIYFlCJbb1njjlsYPeBPz18HfwbucGfCP/7yg21c4mJlFYrF6RgAfvWTa6n5qsljANEU2lwNiAm4v/jD9U/xAi5v7BUagZFFZckvMSZEL0PoQiovG+WmDt9GvR7UpDgbFhxtdy+HTYNXAcbi/97VxGJIp5t3yrEJddMNYm7YRVSRKmoc/61uDhQ9+DV1RJHYWIopTaAyzsBErbgMIuQBnitW6GtMECzMOZQFMK4OMTMiKiiKKOS8Oy6x78yqssaCAiIopGw14TjCOLHdp8evyl9jsoNh2aVkFmnbUA73Wux/a+tTg++TP8oPhP0CpcoY48KY3cjTvK7semum/js97jcePC/x03x+idjg14tumKqF6ENjQEOPx6OPx6YOSWbs1QCb5V+DfI+Xx1WgQB0GS0QZPRhuQNr8I3HAfrgRWw7l8J+6ElEL1zPyfGb42HZet6WLauh1xnhXHJrmBxZlEVZErfMV//grMzkZetH90vKgjdQn+7+lfhxNRtR7weEIWRDpk0kQZbPu6u/G+sTdmONUk7kKi2SB2JiIiIiChi8XEzEcWc9JFV8zpdGQCANscCKeNIojy+YloFmV9osBWgdriIBZkU0UoXmlC60CR1DCKageOSduEq89N4qvEaqaNMm1zwYUPGu7g452UYFHap4xDRMfIF5JALfth8BjzRcC2+X/zn0fecfi16XSmzuq7Dp0Omth0rEvfMVVQiArDxnCypI9CIN9vPwVONV0flwhpEJC2dCyhuD3bCNPcAoW600J4I1GYECzG748G6HiKiCKYyJCB/w01SxyAiIqI50GQ3473O9cg3NODBQ7egz52Mq81PTXq8y6/G1t4T8V7nejTZzdDJ7fj2wk04MeXIYiopKGR+fK/oEUAEdvYfh3xDAzRyFzYd/jb2DS6b+gIEAAhAjj5XMtK0PXNyvV5XMhJUlnGLbUaTYa8RzzReie8U/XVaxytMQ0hYuwUJa7cg4FHBfmgxrFXB7pl+a/yc5/M7jBjcsQ6DO9ZBpnHAuHg3jMs+h6G0AjKVd1bXXLsqCWvDtNBiADL8u/sUnJr2MQCg352ID7tOx5budRjwcLHHyQmotRaj1lqMJxuuQbHpEI5P/gxrkncgQTU4oyv5RRkLsImIiIhoXmNBJhHFnC93yAQAl39slTqLJx6/3H83jAorjEorjAorzsl8C7mGltFjPH4lVPLZ3ViKFErZzPJvyHgH52e9HqI0REQUy87LehPdrjS823mW1FGmIGJFwh5cZX4ambpOqcMQ0RyRC34cHCpDhaUcW3tPwvlZr8NsaAIQLMgc9Ez/AXaPKwUCRMSphuAVVTgv641JO9o7fFpo5U4ILAggoigz4E7AM01XYmvviWBVExFNl8kOlIwUw0nOZAAAIABJREFUYWb3AbKJ/4o0JzxyoCFtpBNmBmDXhm4sIiIiIiIimtw/mv8T3oASflEBrdwB2QRFOa32BXivaz0+6TkZTr8OAFBsqsHNRX9GiqYv3JGPKiAKaLSb0ebIxq7+VVDJPXD5+aVzJhJUA/CJxz5dddhrxD9bL8R7nevx1zU3wSCLzkV0/1p7E/ZYVmJl0m6sTto5o3NlKg+MS/bAuGQPxMCjcLYUwFa1EtaqFXB35M551oBLh6FdJ2No18kQVC4Yy/bCWP45DGV7IddI18F2Ir2uZOzsPw7b+k7AgDsRWrkTH3Wfhr2W5VxgcIZEyFAzXIqa4VL8veEbKDHVYG3KdqxO+hzxqqGjnttsz0GaphtyuTtMaYmIiIiIwo8FmUQUU/QKG4SRSdETF2QmoNOZiXFlFgJw08JNo7v7h5ZgZZR3urH5DNM+Vi1z4Yq8ZzlZnIiIQuba/CfQ60rBXssKqaNMSoCINck7WIxJNM8IApCh7cQfa24FAGxu3YjbSv8IIPg9oc+dfMQ53a5UpGmOXL3ZoLDhpxW/wS0lDyJOOYiTUz+ZdNx+dxKy9W1z9CmIiELPF5DjzY5z8UrrRZxoRkTTkjQcLMIsaQOyLKEdy6kMFmDWLADq0wAfn3wRERERERFJ7sv3kJx+Hf5r7//gGvOTOCn1U+zoW4P3utbj0HAxvlj0SwY/Lsp5BRdlvzLpYodS+rjnFLQ5sgEEOz3yHtl0iSgy1uLszLexOunzY+pm6fBp8Xr7+Xiz49zR339fIDpvArzVcTb2WFYCAKqHSmdckPllgkyELq8Ourw6pJ7/PDz9KbBWrYRt/0rY60qBOf49Ej0aDFesxXDFWggKD/Ql+2Aq3wHj4t2Q6xxzOtZ0NdtzsLP/OOzsPw5dznQIgjj6Z+QPNT+SJNN8I0KG6uEyVA+X4Yn6a1EaVz3aOdOktI47dmf/KqSqe6BhMSYRERERzXPR+Y2UiGiW7D4DbvjsUZSYamDxJAI4siDzqz7rOx7X5j8xepOg1Z6NLG070rXdRxzrC8jhExURf0PB7tMf9f0UdQ963akAAHdAgzfaz8PFOa+EIxrRrFUfHsZHW8dWyUxNVuPi87MkTERE0yUTRNxS8iB+se8XaLKbpY4zIREy/PXwTfCJCpyR/qHUcYhoDiWqLbjK/DT+cvi7+Lx/NdocWViga4fTr0W3K23cse2OTPy04je4KOcVXLDgtXHv6RRO+EQF7jvwE5yV8Q5Uk3SlH3AnwPiVB5NEND2b32pHZ/fY9+1T1yajrNgkYaLYsM+yBE80XIsOJ79fEdFRiED6YLAAs6QdSB0O7XA2DVCTFdyaUoEAGxwQEUU9j82Ctm3PjXvNfOa3Icj4Q56IiGg+cPp12FR3E55ouBbugGbceynqHtxc/GcUm2qPeg2HT4va4SIUmw5BqwhfVz5vQIGXWi4J23jzSZqmG3cuuhdahQsBUcCmwzei352EDG0n0rVdyNB2IlvXiiT1wKTX8AYUeLdzAza3boTVN/5+sF+Uh/ojzLkmWy6ebbwCAJCm6cJluc/P6fVVSb1IOvVtJJ36NvwOHWzVy2CtWgXbwXIEnEefLzZTok8FW9Uq2KpWAXIf9EVVMC3bAePSXVAYjnwWtm1nPyoPjHVWLC404PSTUmc9vs2nR5MtD76AAquTPsfZmW/DoLDjjr3/gxb73HcKpaAA5DgwtBgHhhbj8frrUBZ3cLRz5u6Bldh0+NsoizuIszPfxsrE3RFZZE9ERERENBdYkElEMccnKlE1tGR03x1Qj/56yBN3xPEuvxaf96/GKSMdbrRyJz7tPQmX5Lw87rg+dxIerLkFJaYaXGl+NkTp58ZkHTLTNZ34eu6LWJu8Hf9svRAvtlwKANjcthEnpX46YScgokjx+R4Lbv155ej+qmUJLMgkiiIauRt3lN2P2/f8Dg7/3D4ImisiZHi07gb4Agqclfmu1HGIaA6dkvoxPus7HnstK7C5dSNuLn4YTr8W/e4k+EUZ5EIALr8aD9TcBndAg380XYGAKMOF2ZtHr9HjSoFC8MHqN2J9xnuTjmXxJKDA2BCOj0U07zz4tzps2zk2Mefh+8pZkBlCva5kPNl4DXb2H4cvOhUQEY0jAtn9Y0WYCfbQDmfRjxRhLgDaEgGR9TlERPOKe6gblY/fOu4185k3SpSGiIiIQuWrxZgnJG/FDYWPQqdwHnGsLyDHYetC7B9cgn2DS+Hw6fD94odCXox5YLAMbY4FaHMsQLszC22OBRj2HjmfiKbW7UrHg4duwR1l9+PJhmuwpft0yOCHzWeASuZBhqYTesXENxQCooB/d5+Kl1ovQb87ecJjfGJ0TX91+dX406EfwCuqIIMf3yt6OKSL/st1DsSt3I64ldsh+uWw15XCun8VrJWr4RtKnNvB/ArYq8thry5H5/Pfgm7hwZHizJ1Qxg0CAF57pwMPbKobPeXqS3KOqSDToLBjcfyBca812MwsxgwTjdyJPH0TsvWtUAg+DHtNWJW4C+WrK+ATFfCLcjj9WugV0nROJSIiIiIKtej6RkpENEsq2eQ3r77cIXPQEz/hMf/uPnW0IFOncOCNjvNwcfbLEEbmI+4dKMfDtd+DzWdEkz0P52S+hUS1Ze4+wBz7akFmoqofF+W8gtNSP4JC5gcAXJT9CrwBJTa3XQhvQIUn6q/FHWX3j35mIiKiuZaotmBJ/H7s6D9e6iiTEiHD4w3XwSsqcX7WG1LHIaI5IgjAtwr/htv3/A5be0/EJTkvweXXwC8q0O9OQoq6F4/VXY82R/boOc83Xw6/KMdpaR9hc+tGbOleB7+owMrEXVBP8vC8y5mGZHXfhO8REUUKT0CJ19q+htfavgbPlxaxIiICAIjAgn5gUStQ1goYQ9yQpMc0VoTZFQ/WhxMREREREc0TGrkT1+U/jlPTPh73eqt9AfYPLsH+wSWoHi6Fy68FAKxO2oGfLvrNhIWbc+3XVT9DANHXeTFSVViW42cVv0aTPQ/XmP+O09I+mvLf446+1Xi++TJ0OI++CPcHnWegwFiPVE0P0jTdYfnzcSyeaLh29DNdkP0qikyHwza2IPfDUFwFQ3EV0i/6O5xNCzFcuRrWyjXwDqTM7WCiDI7axXDULkbXS9dBa66FadnnCLjqpj73GH3UfVrIx4hFeoUNZn0j8gxNMBsaYdY3Il3bxe6XRERERBTTWJBJRDHh+0UPYVPXr+ANqI54b1xBpvfIgkwBARwYWoweVwpSNb3Qyp3ocaWh1lqEYlMtPutbgz/W3DZ6vDegwsutF+NbhY+G5sPMAbtvrPNYuqYT9y+/Ayq5d9wxggBclvs8vAEl3ug4H3stK7B7YCVWJe0Od1wiIoohyxIqJSvIXJf2IU5M2YpPek7GZ33HH7FC7xgBTzdeBV9AgY3Zr4Y1IxGFTqLagmvyn8RfD38Hr7ZdAKcvOMmj15WC/YNL8EnvKUec81LL1/FKy0XjJmbsHliFb27/PxQY61FiqkGJqQbFpkPQKZyweBKQHtcdts9ERDQdzzVdBrOhEccl7cTugZV4quFq9LjTpI5FRJFEBDIsY0WY8SFe1L49IViAWZMF9LMRMhERERER0bxTaDiM7xc/hDRtDyyeeFQNLsa+waWoGlwMi2d81z654MOVec/g3Ky3wpZPJgQQEFmQOZca7fkAgJdaLkGqpmfSuUdVg4vwj6b/RL2tcFrXfa39AgBAjr4Z2bpW5OhaUBJXgwJD/eiC9JFiW+/a0WLBfEM9Ls5+WbIsgkyELr8WuvxapG18Gq5WM4Yr1sBauQae3oy5HUyUwdlQAmdDCSz7DwLYP7fX/xJPQImtvSeG7PqxpMRUjRJTTbD40tCIVE2v1JGIiIiIiCIOCzKJKCYUx9Xi9oTf4bcHfwyfqBz33lc7ZF6W+xxWJe6CQWmDQWHDWx3n4NmmK/FC86XQyp3YY1kBAPik52QUm2qh+P/s3Xd4HNX1//H37K606r13yXLvGDAGYwOmd0IzPRBK8iOU9J58QxqptBBCGqEbCAm9NwMGjLFxr5Itq1i9d22Z3x9rZITaStrVqnxez6MH78yde48ArbUz95xjOHut93bF8ZyR/iJpoeX+/caGqcVxqEPmGekv9krG/IxhwOW5j+Awg3it/BT+vffLzI3Zgt3aNVqhingtOcnOsqMSul9Py48YYLSIjFXzYjYDJqPZ9sRmOLh6ygOsSHkLgDkx26jqSGJH06wBrjJYtX8lDncQF2b/Z3QCFRG/W560mrU1i3m3ahl2i6fL5ce1R/JWxQn9XmNikBpygJyIIjLCSnmj4kTqu+LY1TSDXU0zeBZPkZdpUbv59sw/jNJ3IjIxzZ8dg81q6X6dktRf8QQZip1NM3im9DzCrS20ukb2OcrAzczoHWxvnO2j6EQkYExIboTZxTCrFOJa/LoUxYmwIx12pUNj+KCXiIjIBGS1h5Ews3cxJBEREZk4DNycmvYKs6O38Wr5KWxumEdpWwb9PReMt9dw6/Q7mRrlu656Tre1O1Hvqf0XsKd5KnNitjI3ZgvZ4fuxGCYWw+35sCo+1+YK5487vsVZGc+zMntVd3e9wuY8Hi+6hK2Nc4c8p93SwU/n3kaErXXAcdUdCRQ057Mk8aNhxT4SVR2J/L3gOsAg2NLJjdPuHTMJo4YBoVn7CM3aR9JZq+gszzyYnHkkneVZPl0rPTyXRQmHfudPKD2CunenErfsVZ/Mv672CFqd2ivkCyYG52X+T3sERUREREQGoIRMEZk05sdu5hsz7+BPO76Jy7RhwcUxiWs4N/OZ7jFNjihOTHmDyKCWz123iceKLuP96mN7zPdh9RKuzHuInPCiXmu5sfLk/ou4dcZdfvt+RuKzDplRQY0sT1o94FjDgC/n/Zs9TVPZ15rHM6XncnH2k6MRpsiQnHp8CqcenxLoMERkhBJCakkLPcCB9vRRWS8+uIZvzLyD/MjC7mNu02BvS54XVxs8XXIBhmFyQVbgKpiKiO8YBlyX/3e+veEPtLk8vzO/Wn5q93mb4SAjrJSciCJywj1f2eH7CbV1dI85OvEDfrHlJ9R1xXcfM7EwJaKwx+cMERm6O38xP9AhTEhOt+cW8UiTMadEFHD1lAcwTYOfbP6lL0ITkQBIaDqYhFkCic3+W8dlgX1JniTM3enQqhx7EZFJLywhi2N/+nqgwxARERE/sls7eb38JF4+cPqgYxfEfsqN0+4lMqiFXU3TcLiDmBW9vTuBbzgau6L4/sbbOSPtRU5MfYOlSe/z35IvsbnBc98x0tbErOjtuNQd069MLDxXeg6FzVO4MOspXjpwOh/XHslwC/YuT17dKxnTZVooaslhd/M0djVNZ1fT9O7uq0GW3/fbodMfXKaFu3fdTLsrDIDLch4lPezAqK0/FIYBIWklhKSVkHT6f+isTKVp02KaNx5JR6k3z88HdlHeDVyUd0OPY50Vr4143s/Mid7K8qR3eLdqGSaWwS+YpEKtbcyL2UyQxcH71Uvp62dvV9MM/rjjW3x31u/GTPKwiIiIiMhYo4RMEZlUFsVt4Jbpd7GxfgFnZzxHSmhlj/OJ9upem6SzwoqJDa7rvjH3mVZXBBvqDmNx/FrCbS29Kmx9VLOEvS3PkRexzz/fzAi0HIz1lNRX++2O+XmtznBK2jIBeL70LI5Nem/Mdv8UEZHxb37splFJyJwVvY1bpt9FdHBTj+Nlbel0ur3fDdzuCvV1aCISQHH2eq7Me4i/7vlaj+OxwXX8duH3iAoaODMhNbSCn839Ob/Y+hNqOhO7j1d3JA5wlYhI4LQd3Ag0XFFBjazMXsUJKW8Dnmr2n2fg5hfzf0KItQOHOwin24bD9Pyzyx1MYcsU/lfypRHFICIjE9viScKcXeLpiukvDisUpMCODNiTCp3B/ltLRERERERExp4OL56pWXBxUfaTLE9ezduVx/NRzVGcmvYKy5LeG/H6WxvnUN8VxyNFV/Bs6TmclvYyuRH72NsyBYBmZxRra48a8TrinW2Nc9i2Zc6I5jBwc1ray7Q5Q9nTPLU7+bKgOb/f573Pl53l84TM3U1TmRa1p9fxxq4onth/MQXNUwGYH7ORU9J8l4Dob/bkchJPfobEk5+hqzaxu3Nme9E0n60RtWCtT+ZpdkSwuWEeDncQQRYHXW67T+adGEzSQg9wWNwGFsZ+yvSoXd1JlosT1vK3PdfT7IwiNriOWdHbmRa5G4BmZyRbG+ewIHZTIIMXERERERmzlJApIpPOkQnrODJhXa/jpgm5fSRPGgbMj9nEO1XHAxBkdOEwPbuF3qs6lqMS1pITXsS2xt43CTtdY/PmTqsznGBLJyeleldp+L2qY3GaQQA4zSAeKLyaH87+NcbwitOJiIgMaF7MZq8q447Ecclvc33+3/qsolvQkj+EmUyOS3rHZ3GJyNiQH1nwhSMmN0y9f9BkzM8kh1bxs7k/57YtP6W6MwmAzQ3z6HIFeVUQRURktLxYdvqwC2FYcHFS6utclP0k4ba2Q8cNd49xJhaKW7O6EzY/r8kRyYN7rxrW+iIyMtGtni6Ys0sgrd5/63QEwe40TyfMwhRw6qmUiIiIiIiI9CPS1sSxSe+xp3kqTxVfSHb4fm6efnePYus1HfHsbcnrc98PQIsznMf2XYrVcJEZXkJWWDGZ4SWE29rY2nBoX0+zM4oniy/2+/ck/hVs6eKOnd+gpDXT646Iu5qms6cpn6lRX3wWNDz7WnL4+ZafsTJ7FWdlvADA9saZvF5+Eutqj+jebxVpa+Kr0/7qkzUDITi+moQVL5Cw4gUc9XE0bz6Cpk2LaSucAebwulFaw5sIm7Jj2DEVt2ayoe4wNtQdRkFzPm7U3fYzQUYXs6K3szDuUxbGfUpySFWf446I/4T8yALu2/01NjfMZ031Uj6sXsLM6B0sTlhLdvj+UY5cRERERGT80KNvEZGD2l2hzI7e1ue5xQlrCbZ2cWzSe7Q6w7l92w8A2Fi/gCZHJDkRvRMyw6ytTIva7fe4h8rhttHpDuHk1Fe92lBumvB25fE9jm1pmMfa2sUcleCbKmUivtDe7qK51dn92mY1iItVqwWR8WhW9HZshqP74ZQ/BBmOPpMxAfa15Ho9z5SIQjLDS30VloiMEV/sZnlSyutDrv6aGFLT3SmzsiOFTncIWxrnsihugy9DFZlU6hu6cDgP/f0dGW4jNFQbLIZrZ+N0Hiu6dFjXzojawdVTHiA7vLjXuS8mZAJ8VHNUr4RMl2nhzp23dieui4j/RbR7kjDnlEBGrf/WabHDrnTYmQH7EsGtt2oREfGC2+XE0VLX41hwVCKGqoOKiIhMGq3OcF46cAYGbs5Kf56Lsp/s7uLW5Q7iudKzea70bMKsbSyKX4+Byeqq5Ryf/A4Ae5ryuXvXzX3cbzKJD66l1RU+ut+Q+F2nO4Ti1uwhXmXwfNlZfDPqjhGv7zIt3L/nBlymjUeLLqOyI5ntjbP6KIJncm3+P4gNbhjxmmNBUGwdcctfJW75qzibomnecjhNGxfTumf2gDeC2pwtdLgOFfdLXLAWw9r7fnJ/utxBbG2Yw6d1C/m0fiE1nYmDXzTpmJyT8SznZf6PEGunV1fEBjfwwzm/4eUDp/LYvktxmMGeDraNc3ig8Gq+OvWvLE9+189xi4iIiIiMP0rIFBE5yGK4yepjIyHAwriNLIzbCHhupkUHNdDoiMFl2vig+mhyw3t31pwXuxlrH5sQA63VGY6BmzPSX/RqfGHLFErasnodf2jvlcyP2USorcPXIYoMy5PPlXL9tw8lOBw+P5Y1LxwXuIBEZNjs1i5mRO1ka+Ncv63xQc3RXJn3EEEWZ69zl+c+wpyYrXxYvYQNdYfR6Q7pd54gi4P3qpaSE15EelhZv0meIjK+VH/uAW5KSDmX5T46rHkSQmq5afo9/HjTrwBYX7tICZkiI/Claz7kg3WHNmjfe/sCrr3M+0IK401ZWxrpYQe8GtvhslPbGe/1+IauaO7ceSsuc2i3h2OD67gs51GWJq3pd4zd0km4tYVWV0T3sW2Ns2l2RBAZ1NJ97JF9l7O9cfaQ1heRoQvrgFmlnk6YWdXgr5SWhjDYeTAJsyR+2I0RRERkEmutKOCNb8/vcezcR9vAUGa/iIjIZOHGSmxwHTdOu5c5MYcKqn9ccwQP77uiO9Gyy23n3cplfFBzNAn2Go5PfofnS89k1f6V/dzvMqjtShil70LGg3W1R1DRntyj++pwPFd6NkWtn92jNnij4qQ+xy1PWs3ihI9HtNZYZYtqJPaYN4k95k1creE0bz2YnLlzLqarZwHm+3f8kocKDiXCrnQs4MFrBr7HX9sZx4a6w/i0fiHbGmYP+OxeAAyeKz2bFmcEl+Q8ToSt1esrT0t7hdnR27hn103dewVNLHS5VQxfRERERKQvSsgUETnI26pQVsPNkoQPeaX8NADerVrG16be12vcgtiNPo3PV1qcESxOWEtySJVX49+qOKHP43Vd8Txdcj6XD3NzuoiIyEDmxW72a0JmqzOC9XWL+uz2HGxxcGT8Oo6MX0eHy86ndQv5oOZoNtYtwGH2fNiws2kmO5tmYuDmityHOT39Zb/FLCKj57MOmRZc3DjtXq8/K/TF/blshA11h+E2DSVvi4hX3qg4kavyHur3fEV7Mp/WL+TTuoVsb5xFVngxv17woz7HNjkiebNiBaekvord2smdO2+lwRHrdSxWw8npaS9xftbTg74npoRW8s8l11LbGUdxaxYlbZnsb81mb0se82M3d48rac30en0RGZqQTphZ5knCzKkCi59+9WgKhe0ZsC0LyuLwX7aniIiIiIiITAqRtiZ+s+AHxAQ3AlDals6/C7/c5zPD+wtuAAwuzHqS3277Lp/WHzbK0cp4ZmLhqeIL+erUv/ZZwNcbZW1p/Lf4S4OutDh+LVflPTisNcYba3grMYtXE7N4Na72UFq2HUbTpiNp2b4A02HvNd4WVQ/0TMh0mwYFzfndSZj7W7P57KaTgZsgSxdBhoMgi4NmRyRuVMDli0wsvFlxIp/UHs7luY9wbNL7Xl+bFV7Crxf8kMeLLuHlA6dhYiHY0uXHaEVERERExi8lZIqIDMMxSWu6EzL3tkwBIMjSheNzFaHGbEKmI4Kz0p/3amyHy84HNUf3e/7lA6exPGk1meGlvgpPREQEgLkxW/w6f074PtJCB+8gFWLtZEniRyxJ/Ig2ZyhPFV/IywdO7zEmKqiRm6bfw9yYrf4KV0RG2WcdMs/JfJapUQVeX7evJYc3K1ZQ1JLD/837P2wWF63O8O7zDY5Y9rbkkR9Z6POYRWRi2duSy+6maT2OOd1WdjbN6N6IUt6eyuezn/a15NLiDO+z4nWHK4Qn9q/k+dKzyIkoYmfTTK9jmReziavyHvS6++Zn4u11xNvrWBjX9/2R3Ih9fi3AITLZ2Ltg+gGYXQx5lWD1UxJmix22Z3q+ihNQEqaIiIiIiIj4TLMzir8XXMdXpvyT58vO4rXyk/vpeAmffSD9b8mXBhgj0r811UvZ2TiDszOe44SUt4aUmOk2Df6656u9ivl+3qzobVya89ikfSZkDW0n+vA1RB++BnennZbtCwj+bRl87rGb0UcB07rOOEKt7RyX/A4npb5OkMWBzXASbOnCZnEBnn//jxVdygtlZ47WtzMuNTpiuHf311lduZyv5P+T1NCKfsduaZhDfHAtaWHlBFmcXJn3MAtiN3Lfnq8RZHGMYtQiIiIiIuOH7kaIiAxDfkQBySEVVHakAPB+9VKywoopbMkHIDd8b3fFvrEmLewAUUHNXo39qOYoOlyh/Z53mTb+VXgNP517G4Y2X4mIiA/lRhQRHdRAoyPGp/PaLR1cmPUUp6e/NOQOdWG2dk5IfqtHQua0yF3cMuMu4u11Po1TRAKruiOR3PC9nJ/59JCvfa/qWDrdIbxVeQInp77eIyET4JPawyftw3cR8d6GusOo6UygoSu6uwvmloa5tLvC+r3GxMK2htksTvi417kOVwgAba5wtjfO9iqGRHsVV+Q+zJEJ64b3TQwiN2KfX+YVmUyCHDCt3JOEmV8BNrd/1mkLhh0ZniTMokT4XANwEREREREREZ9aX3c4G+oOw8S7D59KxpSRqO1K4IG91/BM6bmcnfEcK1LeJNiL5LNXDpzKnuZpfZ7LDCvmkpzHOSzuU1+HO25Z7J1ELVxL5JwtsGbgsQkhtQOeb3JEcvfOm7uL/V2Z+yBpYQdYV3ME6+qOoMkR7auwJ4ytjXP57obfcXbGc5yb+UyP5GOn28qq/St5sewMbIaTczKf5ZyMZwmyOJkXu4XfLvwebc7+n0uIiIiIiExmhmn6qUyyiEiAGIaRCFR9/ljpxtNJjLf7dJ2n9l/A0yUXABBvr2F+zCbeqlwBwDkZz3BJziqfrhcIP9v8f+xqmjHouBun/Zljk94fhYhE+tfR4aK59dBNQ5vVIDam/2qEIjL2/XnXjbxffazP5psXs4mv5P+T5JCqwQcP4Ktr76PBEcOpqa9wee4j3ZU4RWTiuGHtX7ko+0lWpLw15Gs/rD6Ku3bdQkxQA3cefiurK5fzwN5rus9nhhXz+8O+68twRSaN+oYunK5D9zIjwmyEhloDGJH//HDjr9jbkoeB6fXmM4DpUTvJCS+ioSuGRkc0DV0xNDhiDiZkeldJKcjSxVnpz3NuxjMEW/1X+bq8PYVvrL/Tb/OLTFRWF0wthznFnn8G+enjSEcQ7EyHbZmwLxncSsIUERE/c7ucOFrrexwLjkzAUEVQERERERklscF1nJX+PCemvNHnvdE2Zyh7W/L4/fbv0OkO6XEuPriGC7OfYlnSu0MuDDxZtLQ6ae84dDPLHmwhKjLI6+sLm/O4Y+c3qOlMBDz/ve46/JbuJFq3afBMybk8WXyxbwMfh2ZE7cBtWtjdPI3PPxtIDTnANfn/Ym7s5JEfAAAgAElEQVTMVio7krh7580UtuSTHV5EkOGgoCWf1NByrp3yD2bHbA/cNyAiIuNadW0nGQte+uLhJNM0qwMRj4iIv6hElIjIMB2TtKY7IbO2M4G2z3WpeLNiBbOitzM/dnOgwhuxsrY0r5IxAR7ZdzmHxW0g3Nbm56hE+hcSYiUkZGJuxhaZrKyGb3YWR9qauCLvYZYlveeT+ebEbOVAexpfnvKgT+YTqe2MY33dImZFbyc9tEydxwOs0xVMoyOG7Y2zhpWQuSTxI/a3ZvNM6Xm8fOA0TLPnf9CStiwqO5JGnBwuMhlNhoIrDV3RPLrvMva25AEGppdJlJ/Z1TTD68/yvZksilvPVXkPkhTiv2dhTY5ItjTMZWrkHkKtbQN2/RSRg0zIqoG5+2FWCYT6KVe60wa70zxJmIUp4NJtFhERGUUWqw17VGKgwxARERGRSay+K46H9l3Fc6Vnc3r6S4RYOyhrS/d8tadT3xVLX4Xvjoj/mJum3ePXAncTQUS4jYjw4W9Zru5M5OTU1zyFCLtimB+7iWCLg6qOROKC67BZXCQOem/bJC64jvSwMtJDy0gPKyPE2sG9u78+7LjGkpzwfazMWcWC2E2AZ//f25XH827VMpoc0ZR3pPGrrT9iUdx6tjfOosMVwlnpz3Fx9hPYLC5qO+P4uPZI/lN8Ae9VV3JpzmNEBTUH+LsSERERERmblJApIjJMaaHl5EUUsrdlCgAlrZnd51qckdy+7ftcnP0E52Q8Oy431b9deXz3n62Gk1um30VJWybPl51Fhyu0x9hGRwxP7b9QiSkiIuIz/yq8mtVVx/lkrhUpb/osGRM8CZk7mmb6bD6Z3DbULeS+3V+j2RkFeCq5finzv5yU+kb3GNNkXP4+OV7VdCYAsLVhzrDnuCj7SYrbsniu9GyOiF/X6/z62kWcnv7ysOcXkfGv1RlGhyuEeHsd4Knc/cqBU3mq+MKAJCimhhzgqrwHWRC3acjXvlZ+ErHB9eRHFhAb3DDo+MLmKdyz6+aDr1QpXmQg8U0wb78nETPGT3XQHFbYkwpbs6AgBZx6aiQiIiIiIiIik1yDI5bHii7zevzi+LVKxhwFRyWs7fN4Ukg1G+vnU9yaRZPD88zVwE1ySGWPxMv0sDLSQg8QZmvvcX1B8xS/x+5vaaFlXJT9ZK9/R+lhB7g891FWZq9ifd0i3q48nk3181lfdzixwXV8c+afmBuztXt8vL2O09Je4bS0V2joimZH40zyIwu6n2WIiIiIiMgherQuIjICSxPf707ILG9P7XHOxMKq/ZewtyWPr029j1BbRyBCHBan28q7VcsAzw2qr0/7M0cmrONI1nFiyht8f+Pt1HfF9bjm1fJTWJ68mtyIogBELCIiE4XbNPjrnq/ybtVyALLDi4i0NbO1cQ59VRv1xhsVJ3Ju5jOEWDt9EuPcmC38veA6n8wlk5fTbWXV/pW8UHZW9zEDNytS3uSEg10ZK9qTebvyeDLDSliatCZQoU461Z2ebhyNjhj2teQM6/dbi2Hy9Wl/5sebfsn7VUt7nV9fp4RMkcmi3RnS437AZ+8rfy+4jgR7DZfnPsrOxun8a+81FLdmj3p8wZZOvpT5X85MfwGbZXjdyXc2zuCDmmP4rLJ4fmQB+ZEFTIkoJC9ib6/7IT3vn6jigMgXhXfAnGJPEmZavX/WcFo8yZfbsmB3KjiC/LOOiIiIiIiIiMhkMD1qV6BDmPQWxG5iTvRWtjbMYVnSu6SGlhNkcXp17WdJnONRvL2GCzL/w/Lk1ViM/gsg2iwuFid8zOKEj6ntjGNtzWKWJr0/YPfLmOBGFid87I+wRUREREQmBCVkioiMwNGJH/DwviswseDG2ueYj2sXU9qWwbdm/pH0sAOjHOHwbKg7jCZHNABXT3mAJYkfdZ/7sGZJr2RM8CSg/qvwGn4+72cD3uAR8ZdX3q7gj3/Z0/16Wn4E9/5mYQAjEpGhcrqt3LPrJjY1zGdF8huckPIWUyL3ArC9cSarilayu3n6kOdtcUbyZsUKzkh/ySdxxtvrSAqposkROeADCpH+VHUkcveumylontp9LN5ew9en/ZmpkXtYV3sEb5SfSHFbFjdNv6dHVVLxv+qOxO4/b2mYO+yCI2G2dr4z6/f8eOMvaXVF9Di3o3EmLc5wImytIwlVZNK59Seb2Lazqfv1Ldfnc+ZJqQNcMfo6XHY21c/v3qTwQc3RRAc1cnj8epxuK6+Vn8zUyD18VLOEcFsLjY5o3qs6lkAlJh4Rv45zM58d0Rz5kQUHEzIN6rri+bg2no9rFwOeYgPpYWXdCZr5kQWUtGX6IHKRiSXICdPLPN0w8yrB4odbay4D9iZ7kjB3pUFnsO/XEBERGYm2mmLW/+UrPY4t/fErGJa+n7+JiIiIiIwFccG1JIbUBDqMceH+h/byn+fLul+ffFwS37lx6M//+2OzuFgQt2nI1zUe3CM3nkQFNXJuxjOclPq614mnn4m316lwrIiIiIiIDyghU0RkBGKCG5kTs5UtDfMGHHegPZ0fb/ol35v1W2ZEj/2qaG9VngDA+Zn/4eTU17uP72/J4tF9l/V73Z7maayuXM7xKe/4O0SRXiqrOnn3o0M3udvah9fdRUQCo8sVxLOl5zAvdjNfm3Zfr26Ws6J3cNv8n7G+7jCeKLqY4rahdZB6sewMTkl9ddidn75oTvRW6rtilZApQ7au9nD+uvurPRL0joxfy7mZz7C2ZjF37ryVRkcMeRGF/Hr+D0kIqQ1gtJNTfVds958318/j7Iznhz1XamgFN824h99u+x4mlu7jFsNNuzNUCZkiQ7RpWwMfrKvrfn3xuRkBjKa36o4E9rXmsrlhHu2uUI5LXk1Bcz5bG+YwL2Yzb1ScyP7WbD6oPhqAVmcE71UtC2jMM6N2jHiO/MiCfs+ZWChty6S0LZN3Ko8f8VoiE4nhhtwqTyfMGWVgH9q+Ka+4DShK9CRh7kyHdrvv1xAREfEVV2cbNTveDXQYIiIiIiJDou6Y3ttX3NpjX092RlgAozmkqWv8dMgMtbZxZvoLnJ72EqG2jkCHIyIiIiIyqSkhU0RkhJYmvt+dkGngJsza1qsDDkC7K4xO99jf9VTTGc+m+vmclPIaF2T9p/t4h8vOXbtuwWEOXD7/saJLOSJ+HRFB2lwuIiLesxhuLsz+z6DjFsVtYGHsp3xQfTRPFV9IZUeKV/PXdcXzfvVSjktePdJQAZgbs4WGrhiyw4t9Mp9MfA63jUf3XcYr5ad1H7MaTuZEb6XDFcIPN/6m+/jxyW9x9ZQHCLY4AGh1hvF40SUkh1RyYsoberjmZ6ekvsq7Vcuo6UxkV9N0Olz2XkniQ+F02zC/0PnuvMz/qVqyyDjX4gjHYQYRG9wAwJ6mfDrcIRwZv44j49exq2kaJa0Z7GmeSnVnEo8WXcaa6mNocUYGOPKeZkaPPCEzJ6IIq+HEZepWs8igTEhu8HTCnFMMkX74tc4EihNhWybsyIDWEN+vISIiIiIiIiIiHtOidgc6BBmhJufYT8gMsnRxSuqrnJPxLJFBLYEOR0REREREUEKmiMiIHRG/jn8UduFwB3Nu5jNsaZhLQfPUXuOshnNcVEVbXbmcxQlruXrKAxif2zf+771f5kB7+qDXNzujWLV/Jdfm/9OPUYqIyEQzlM6VFsNkadIajkr4iLcrj+e/JV+ivitukKtMUkIqRhbk58yK2c6GusN8Np9MbBXtydy962b2tkzpcdxl2tjUsKD7tc1wcPWUB1iR8lb3sY318/nbnuup64oH4JnSc/nurN8xXQ93/SY6uInvzvodP918Gx2uUG7b8lNumHr/sBKwazvj+Ouer8LnEjLTQss4O+M5H0YsIoEQamvnR+t/xYLYjeRF7CU9rIy5MVu7z0+P2k2rM4yyNs/n6FfLTw1UqP2KDmogPezAiOcJtjjIDCuhqDXXB1GJTExRbTBnP8wthuRG/6xRGu9JwtyeAc1jo7mAiIiIiIiIiMiYEGJtJy9iL3kRe5kSUQjA1oY5bGmYS1Vn8ojmHg97wWRgY7lDptVwclzyO5yf+TRx9vpAhyMiIiIiIp+jhEwRkREKs7WzKG49VR1JnJ/5NNsbZ/U5Lj+yYESddUaD2zSo7Yznxmn3YjHM7uMfVC/hncrjvZ5ndeVyLsl5nHBbmz/CFOnTkYfFctcv53e/TkoY+x1pRWRkbBYXJ6W+wbKkd3m1/BSeLT2HVmfvLtUASxI+ZEa07x6GRdhaiQlq8Nl8MnF9WH0Ufyu4nnbXwLvi44Jr+ebMP5Ef6XkI3O4M4eF9V/BW5YruMdOjdnJ57iNMjSzwa8wCWeEl3DT9Hv6w/dvsbZnCDzf+mrPSn+f8rKcJsji9msNtGtyz66Ze3fCuy/+713OISE+3XJfPxecc+lx99OHxAYvFarhZmvg+T5dcgN3SQXb4fnIiijz/DC8iM7yEwuYpmFgCFuNgfNEd8zP5kQU9EjLtlg5mRu9gfuwmXig7k9rOBJ+tJTJe2LtgZqknCTOnii/0y/aNimjYmu1JxGwM98MCIiIio8gencz8q+/6wlF//A0qIiIiIhNZkNFFdsR+pkQUehIwIwtJCz3QYx8UwJLEjwCo7EjqTs7c1jCb5iF0SwyxtpMTXuTL8Ce0c05NIyfz0E2saVP6frY/2hod0YEOoRcDN0sSPuTC7KdIDfVd4WkREREREfEdJWROYIZhWIEpwCxgGhADRAKhQCvQDNQBu4DtQJFpmmbfs4nIQE5IfosEew02iwub0ffm6lnR20c5qqFrcUZwRe7DPTaIV3Yk8feC64Y0z1VTHlQypoy6mVOjmDl17FatExH/sVu7ODvjeVakvMnzpWfx8oHT6HSHHDpv6eDy3Ed8vm5GWKnP55SJo8sVxEP7ruSNipMGHTs7eis3T7+b6OAmALY2zOave75KTWciACkh5VyW+yiHx33So4O5+NeiuA1cmvMYjxZdjsu08UzpeXxceyTX5/9twARvp9tKaVsGb1WewM6mmT3OHZ/8FjOjd/o7dJEJ69zT0gMdQg8npLzF/0rOo9Mdwu7m6exunt59zoKLcFtrAKMb3Mwo3yZk7myawfzYTcyP2cTM6B3d9xZ2NU1XQqZMGhY35FfA3P0w7QAEuXy/RlMobM2CzdlQFeP7+UVERAIlOCKWvJO/GugwRERERGQcSrRXcU7Gs0yJLCQzrASbxfubMskhVSSnvMWKlLcA2NeSw9aGOWxrnE1DVwwu09rry+m24TKtTI/a1SvRU/q35PB4lgSw0GJ/mhxjaa+RyWGxG7g45wmyw4sDHYyIiIjIgJSvJJOdEjInGMMwooHzgdOBk4ChfFqsMQzjFeBF4BnTNDv8EKJPGYYRBJwMnAgcDuQBcXj+324BioGtwDvAs6ZpVgUmUpnIOlx25sVu6X7dX0Lm7OhtoxXSsEUFNfd47XRbuXvnzYN2dPq8k1Nf5cSUN30dmoiIyKDCbW2szHmCU9Ne4X8l5/FmxQqcZhDnZDxLvL3O5+vF2et9PqdMDAfaUrlz560Ut2UPOC4ttIwWZwSX5z5CdHATHS47jxVdymvlpwAQaWvi/KynOTHljSE9OBbfOTP9Bcra0nmnytMt/kB7Oj/f8jNOSn2dS7Ifp8sdzP7WbIpbs9jfms3+1mzK2tNxmb1vt0QHNXBZzqOj/S2IiB/F2+tYFL+e+q5YDEz2NE/rPufGOqRK6oHgy8JRxyWv5rjk1X2ey4vYy0c1S3y2lsiYY0J6nScJc3YJhHcOfslQddpgRwZsyYaiRDDHbvNdEREREREREZFRFxtcz4mpvtmrlBtRRG5EEWdlvOCT+WTsGysdMmdE7WBl9qoBC8OKiIiIBJrylZSvJIeMi4RMwzCOA94OdBz9+Llpmv8X6CAMw8gDvgF8GYgY5jQJwOUHv2oMw/gbcLdpmpU+CdKHDMOIwfP93gj0VzYp5uDXPOBS4C+GYTwP/MY0zXWjEihgGEYRMPBO7N5eMU3zND+E45Uh/MxdbZrmv/0bzdi3qmglZ6S/SGJIDQBWo/dmeZvhYFrk7tEObcSe2H8xhS35Xo+fFb2NK3Mf8mNEIiIig4sJbuTqKf/mjPQXeeXAqZyph2Uyit6rWso/Cq7t0aW1LwtjN7Ai5U3+sOM7/GDj7cyM2k5dVxyVHSkEWbo4Pe0lzsl4ljBb+yhFLn0xDPhK/j8p70hlV9MMAEwsvFZ+Cm9XHI/DDAK8a1t6Re7DRASN7W55IjJ035hxB+tqj+DuXTcHOpQhSQstIzN8dLp9T4koHJV1REZbbIsnCXPufohv8f38bgMKUjxJmLvSwDkunuaIiIiIiIiIiIy+ZmdkoEOQccZtGqytWcyzpedQ3xUX0FhywvexMmcVC2I3BTQOERGRyUz5SoNTvlKflK80TBMlX0mP8Mc5wzBCgR8A3wXsPpw6Afgh8HXDMH4C3Gua5phoyWIYxkXAPUDSEC+1AecB5xqG8SBwq2majb6Oz0dONQxjmWma7wY6EBncnuap/KPgWr4/+3YMA6x9dC+aGrmHYKsjANEN36b6eTxfdrbX4xPtVdw64051b5KA2bGniXfW1HS/Tkqwc/6Z6QGMSEQCLSmkmivzHg50GDJJdLjs/Lvwy92dFAcSE1TP16bdh9N96CP5jqZZGLhZlrSai7KfJMFe689wZQiCLE6+NfOP/Gjjr6juPPQx1GEG93vN/JiNHJf8Di7Titu0YLW4ODrhg9EIV2RCe+blMsorD7WeW74kgVnTA9uF8rNkzL46445NJscnv81VeQ+O2oq5EfswcGOiln4y/oV0erpgztsPmX76da0sDjZnw7ZMaBu4xoeIiMiE0tVST+kHq3ocyz3xBgyLfo8UERERkYE1O5SQOR58sK6WTdsObdecnh/BCUuHugV0ZBxuG6srl/NC2ZlUdKSO6tpflBp6gIuynmRJ4kcBjUNERERkIMpXGhLlK00y42WnkPTBMIzZwP+AqX5cJgq4C7jUMIzzTdMs8+NaAzIMwwLcCdw00qnwZOYfaxjGWaZp7hhpbH7yG+CYQAchAzNNKGtPp8MVyntVx7Is+b1eHTJjg+tYmbOqnxnGpoauaP6y+/95Pd7Azbdn/YGooGY/RiUysI831HPrTw5Vizt8fqwSMkVEZFSUtGZw165bKG3L9Gr816bd1/17U0xQPQ2OWGKD6/jurN+RG1Hkx0hluKKCmvnurN/x08230e4KG3BsRlgJt8y4S91NRfzgrr8X8MG6uu7X996+YFQTMj+pXcTa2sXcOO0vAKytOXJcJWNG2pq4furfOCL+k1Fd18Qg2NI1aPdokbHKcENeFSzYB9PLwOb2/Rr14Z5OmFuyoDaweeYiIiIB09lYyaYHbu1xLPfE6wMUjYiIiIiMJ63OcNymgcUwAXCZFqyGH27iyIg89+oB7ri/oPv1FRdkjVpCZpszlDcqTuSlstNpcMSOypr9ibfXcH7m0yxPXq3/T0VERGRMU77S8KdC+UqTwvjYLSS9GIZxHvAQw2/3O1SLgfWGYXzJNM1Rb+thGIYVeBy40IfTTgFWG4axwjTNLT6c11eOPvgG/HygA5GBnZH2Ik+XXMCD+65iXuxmbIaz+9zC2A09NtyPB27T4N7dN9LoiPH6GhMLMUENfoxKREREZOwxTXin8jge2Hs1XW7vCoCdkf4C82M3d79OCztAQ2Ms52Q8q2TMMS4zvJSbpt/D77d/p98ub5G2Jr4z6/dKxhSZYBxuGxXtKfxhx3eYFb0NGH/JmAtiP+WrU/9KTPDoF198vOgSJWPKuBTbDAuKYF4RRPvhr/b2YNiWAVtyoCQez2M5EREREREREREZMhMLN667ly53MAtiN/KlzP+SHnYg0GHJGNDYFcXLB07jtfKTaXOFByyOYEsni+LWc3TiByyM/RSbZUw0fxIRERHpl/KVfEL5ShPc+NgxJD0cbIH7GGAd5aWTgdcNwzjFNM33R3nt+/Dtm9tnEoHXDMNYappmoR/mH6lfGYbxommaKoU0RhkGXJj9HyyGm6eKL+KBwqsJsXYAcGnOo5yZ/kJ39bXxYnPDPLY0zBvydcVtWcwN3uqHiERERETGnnZnCP8s/ArvVx/r9TU54ftYmX2oc/qndQvY1TSd2OA6Tkh5yx9hio8dFvcpl+c+wsP7rux1zmo4uXXGnSSHVAUgMhHxhxZHOP/e+2WOiF9HbWc8AMkhleMuGRMg1Nreo4DUaNndNJU3K1aM+roiwxXkhJmlsHAfZFf7fn6nBfakwuZsKEgF12jf4RcRERERERERmZBMcsKLuCj7SRVAlW5Njkhu+uQerwvr+prVcDI3ZgvHJK7h8LhPCLV1BCQOERERkaFSvpJPKV9pAhs/u4YEAMMwzgAeYfTf3D4TBrxoGMYJpmmuH40FDcO4FrhukGGf4HnTfxMoA1rxvCHPA84FLgX6K8WfAvzXMIyjTNMca21M5uKJ/ZFAByIDOz/rv1gMN0/sX0mC3bNb66iEj8ZdMiZAQ5f3nTE/r6Q1k7kxSsiUwElOsrPsqITu19PyR6soi4iITDb7W7K4c9etlLeneX2N3dLBzdPvJsjiSYap7khgQ91hTIko5OjEDwi2OPwVrvjY6WkvUdKWyTuVx/c4flH2k8yO2R6gqEQmh/mzY7BZD3WoTUnyX9fFfS05/Hbb92hwxHJ4/CdsPli4qKQtk3erlo2LZMxFcZ8w5+DndNM02NQwn2MSR6+QpNNt5e8F1/XbVVhkzDAhsxbm74PZJWD3Q+7y/gTYkg3bM6Ej2Pfzi4iITARWexgJM5cFOgwRERERGaMuzXmUwuYpbG2YQ6vr0H6QWdHbuDj7CaZH7Q5gdOKN3KzwHvt6pvt5X8/G+gWjnoxp4GZq5B6OSVzDksQPiQpqHtX1RUREREZK+Ur9Ur6S9DL2dw5JN8MwpuJpgxs0hMsagKfw/OB/ClQBLUAUkAYsAk7F8ybg7S62KOAZwzAWmKZZO4RYhswwjDTgjgGG1AI3mqb5RB/n9h/8et4wjNuAe4Ez+plnHvAz4PsjCNdfbjMM4wnTNLVDe4w7L/MZrIaLx4ouAzyJjUkhfiil72fNjshhXVfcmuXjSESG5tTjUzj1+JRAhyEiIhPcmxUn8O/CL+Mwh7aT/qq8B0kLKwfA4bbxXOnZXJ77CPfsukndMccZw4Brp/yDyvZkdjTN6j6+KG5U7gGKTGp3/mL+qK21tyWPBkcsAA53EDsaZwJQ0Dx11GIYqQ11h5EZVsJF2U8GpGDUi2VnUNKmewUydkW0w7wiWFAECX7YF1UT6emEuTULGlQzSkREZFBhCVkc+9PXAx2GiIiIiIxJJqelvUyQxYnbNNjdNI0tDXOZEb1TxePHkRuuzOOGK/NGbb1P6xaO2lqZYcUck7iGYxLXkBhSM2rrioiIiPiS8pX6pHwl6ZcSMscJwzBC8LxReZsp1QT8BrirnyzquoNfW4EHDcOIA34EfB3wZmdxBvCwYRhnmKbpzx1dvwD6266yFzjVNM09g01imuZ+wzDOBv4E3NLPsG8ahvEX0zSLhxeq3+QC1+N5g5Yx7uyM56nqSOKNipOG3Wky0Jqdw0zI1CZLERERmQTmxGxlRcqbvFp+itcdvxbHf8TxyW93v36h7EzOy/wfdmsXp6e/pO6Y45DN4uIbM+/gxxt/SVVnMnZLB2mhBwIdloj4kNs89B6/s3EGnW7/deP0FxMLz5Sex86mGdw0/R7i7XWjtnZVRyJPl5w/auuJeMvigmnlsGAf5FeAxcd3tlvtngTMzdlQHgsYvp1fRERERERERGQyirC1EGRxAmAxTGZE72JG9K4ARyVjmcu0sKnev0UeE+1VHJ34AcckriErvMSva4mIiIj4m/KV+qR8JRnQRErIXG2a5nGBDsKPfgZ4+wlxI3CBaZqF3k5ummYd8C3DMFYB/wG8yaw6Dc8P3v3erjMUhmGkAlf0c7oJON2bN7fPmKbpBm41DCMJuKSPIUHArcA3hxrrKPixYRgPmKbZFuhAxHt1XXGBDmFYhtshs7QtA7dpBKTrhoiIiMhoSQ6pYlH8el4pP82r8fH2Gq6b+neMg5vxP645gnkxm4mz1wMwM2qHv0IVP4sKauY7s37PTzffRlZ4sX4PFplgPp+QublhXgAjGbmdTTP5/qe385sFPyAhxK/FI7v9q/Aautz2UVlLxBtJDZ4kzLnFEN7p27kdVtiZDluyYW8yuL2r2SEiIiIiIiIiIl6KCW4IdAgyRrlNg5rOBJJCqnsc39U0nTZXuM/XiwpqZEnChxyTuIZpUV5vXRUREZGJQflKhyhfqQ/KV5p8JlJC5oRlGMY0vP+h+wg42TTN5uGsZZrmOsMwjgFWA3leXPIrwzCeOvgG6WuX0H+741tN0xxumatrgaVAZh/nLjMM4zumabqGObe/pOB58/11oAORwZW3pwLwduXxRAU1cUT8uu4qbeNBi6O/Ig8D63LbqexIJjW0wscRiXinvd1Fc+uhnzWb1SAu1psiKiIiIt4zTVhVtNKrsQZuvj7tz0TYWgEobUvHariYErn30Bh1TRrXMsNLOTP9BVqcw/sdWkSGpr6hC4fzUPJzZLiN0FCrX9Zyf64LcnVnkl/WGE3Bli7iRqlD5ofVR7GxfuGorCUykJAumFPsScRMq/f9/PuSYFOOJxmzq7+72CIiIuI1t8uJo6Xn76zBUYkYunkiIiIiMunFBCkhczjcpkGLM4KooGFtJfW5llYnbe2HtmWG2C1ERQ7/xlphcx7/KryGwpZ8QqztZISVkh22n6zwYnY3T/NFyACEWts4PP4Tjklcw9yYLVgNt8/mFhERERkLlK/UJ+UryaCUkDk+3IF3bXn3AqcN983tM6ZplhqGcRKwHogZZHg8cBue1sG+dno/x3cDDw13UtM02wzD+Dnwjz5OJwFHAh8Od34/+o5hGPlWUL4AACAASURBVPeZpumH7UPiSwfa0wDY35rD3btuIdLWxLKkdzkh5S3Sww4EOLrBNTmjhn1tSWumEjIlYJ58rpTrv72h+/Xh82NZ88JxgQtIREQmpE/qDqewJd+rsedl/o+Z0TsBaHeGUNSSw9KkNf4MTwKgwxVCbsS+QIchMil86ZoP+WDdoXvs996+gGsvy/XLWqY5kTZ9m5yR/uKodPJtc4by4N6r/L6OSH8MN+RWeZIwZ5SBzcd7oxrCPEmYm3KgQfUYREREfKq1ooA3vt2zAPu5j7aB4Z8iLCIiIiIyfsQGa7vccFgMk3cqjyPRXs2SxI8CHQ6/vGMHd9xf0P36iguy+Mcdi4Y8T7MjglVFK3mr8gTMg8UVO1yhFDRPpaB5qk9itRkOFsRu5JjENSyKW0+w1eGTeUVERETGKOUr9aR8JfGKZfAhEkiGYSyi/x/0z3MAF5um6ZNyUKZp7sWTme2Naw3DSPHFup8xPKVOj+rn9CM+yAh/DOjo59zRI5zbX2KA7wU6CBmYaYLd0tnjWLMzihcPnMm3NvyJ/9v8M96tOpYu19gtmz/cDpkAxW3edA8XERERGb/SQg/w+4Xf5vzM/ww4bmrkbs7Pehrw/I64qWE+Ryd+MBohyihr6IphSkRhoMMQER9zmxPjtmlccC3fn3U7p6e/7NN5qzsS+jz+eNElNDhifbqWiDdiWuC4rXDzS3D5uzCnxHfJmA4rbMmCh5fD3WfA6jlKxhQRERERERERGU3RwY2BDmHcOjXtFZ4svoi7dt5MiyM80OGMiNs0eLPiBL65/k+8WXlidzKmr8UE1XP/4hv49qw/siTxIyVjioiIyISmfKU+KV9JvKIOmWOft/9D/9k0zU98ubBpmk8bhvECcOYgQ+142tN+34fLpwP93QF4baSTm6bZbhjG+8CJfZyePtL5h+ETPC2JkwcZd7NhGHebpjn22yxOUoYBF2U/yd27bunz/M6mmexsmsmD1qtYmvQ+K1LeJCu8ZJSjHFizM3LY1xa3KiFTREREJrb0sAO4TYM11cf0OybU2sZN0+/BaniyAHY1TWdB7MZR6Uwmo6/DHUJqaHmgwxARH3OP+zp2JsuTVnNl3kOE29p8PnujIxqL4Sbefqhj6Z6mfN6o6OtWm4h/BDlhZqmnG2ZOte/nL4uDjTmwNQs6vakHKyIiIiIiIiIifqEOmcMXbHFwQ/79/HzLz9jZNIPr8//GwriNAOxumsqn9QsJt7YSZmvzfFnbCLe19vizzTLSvegjV9icxwOFV1PQ4psOmAOJCGrxy311ERERkTFK+Uq9KV9J+UpeUULmGGYYRjbwJS+G1gM/91MY3wROA6yDjPuqYRi3mabpq0+iA/2gF/lojb39HPdp9ryXWoFfAXcPMi4U+AnwNb9HJMN2VMJHPFd6NkWtuf2OaXVF8Gr5qbxWfjI/nvNLZsdsH8UI++c2jZF1yFRCpoiIiEwCm+rnU9GR2ut4kr2SRkc0X5nyT5JCPFkBVR2JpIRWEGLt7DVeJobY4Hol24pMQOO5Q2ZscB3X5f+dw+I+9dsaifZq3qs+ljPTXwTAZVr4e8F1fqtILtLNhIxamF8Ec4rB7vTt9K122JwNG3OhOtq3c4uIiIiIiIiIyPDEBPukCc+kNSN6Fyenvsar5afy2+3f44Tkt7gi92Hs1k7+V9L/9tTooAZumXEXs6J3eLVOizOcdbVH8FH1UexsmkFWeDEzo3cwK2o706N2DSv2Fkc4q/av5M2KFaN2/znE0l8jIxEREZGJRflK/Sry0RrKV5rglJA5tl3B4G8sAH81TbPRHwGYprnHMIz/ARcMMjQaOAd43EdLhw1wrm6Ac0NRO4y1/el+PH+h5Awy7lrDMP5ommaB/0OS4bAYJpfkPM5vtv1w0LEmFv68++vcvuD7RAc3jUJ0A2tzheH26m2nb5UdyXS6grFbu3wYlYh3Lj4ng9NPPPQ7qs1qBDAaERGZyF4rP7nP48uS36WyPZmlSWsAaHeGYDOcxAT75eOajBGqyiwyev77ryU4XYcSoCPC/Hdrc3wmZPq3K+bnRQc3sbFuQXdC5otlZ1Dclu3XNWVyC+vwJGEu2AeJzb6d223AnlRPEuaeVHCPxx9/ERGRCSA8JZ/T7y/tedDQX8wiIiIiomcxvnBJzuOsrVlMgyOWtypXsKVhLl+bdh/xwTXUdiX0Gj89aie3TL+LOPvA/+7bnKGsqz2CD2uWsKVhLi7z0H37Pc3T2NM8jec4Bwsu0lZs444ztjA1Yg+zYrYRGeIecO43K05gVdFKmp1Rw/umhynEqoRMERERmTSUr9Q35SspX8krSsgc2y7zYowL+LOf47iDwd/gAC7Hd29wA2VzRQM1PlijvxrnAWldY5pml2EYPwMeHGSoDbgNuNT/UclwzYvZzOzorWxrnDPo2PquOO7dfSPfn317wDvrNDsiR3S9iYXStgymRPZX0EHEf0JCrISEDD+hWERExBsV7clsrF/Q63iQ0cWypHeJtHkyBNymQZc7eNCHlDK+Od1WEu3VgQ5DZNKIjQn2+Zwu04LV6L3pwz3OOj2ORlfML2pyRlHVkYiBydPF54/aujKJmJBTDYcVwowysA28P2vIqqNgY46nI2ZrqG/nFhERkaGzWG3YoxIDHYaIiIiIjDGzorcNu7uieNR2xvHg3qtocMR0H6vuTOIXW35CqLW9z2sibC0EW/rewtnmDGV93SI+rFnC5vp5OM2gQWNwY6XUNY/S1nm82wphNa0sTljLMve7zIze2WPs3pZc/lV4DQXNU4fwXfqO3RqQ7aMiIiIigaB8pb4pX0n5Sl5RQuYYZRjGAmCGF0PfNE3zgD9jMU3zA8MwCoEpgww92TCMeNM0+8vkHoqBssoz8M0bXGY/x30x93A9AnwXmD3IuJWGYfzWNM1NoxCTDINhwMqcVfxk0y+9Gr+5YT7Pl57FOZnP+TmygbU4IkY8R0lbphIyRUREZMJ6rfxkzD6SdJYkfkhSyKHEPKdpGxMd0MW/Gh3R5EbsC3QYIjICv9n6Ayo6UkgKqSLRXk1SSBVJIVVUtKcEOjQvmRyb9B5X5T1IhK11VFdODqnko5qj2N44i053yKiuLRNbaKenG+ZheyHBx90wO22wNcvTDbMsDjB8O7+IiIiIiIiIiPhOor2KW2fc2WdRPRmc023lpQOn83Tx+X3ewzWx0OYK7/Pa9XWH872Nv+WmafcwI3oXHS4762sX8UHN0Wyun4fDHFkBxTZXOG9XnsDblSeQZK9kadL7HBG/jrcqTuCNihP7fB47WtQhU0RERCYD5SspX2mQccpX8oISMseu07wct8qvUfRc50eDjLEBJwJP+GC9/Xiy6ftqdXYisHEkkxuGYQOW9XM6YK11TdN0G4bxI+CZQYYawK+BM/wflQzX1MgCjoxfy8e1i70a/8T+i5ketYsZ0YGr6tbkjBrS+CtyH+Kp4gvpcB1qI1DcmuXrsGQM6nDZ6XIHExXk452RIiIiY1iHy847lcf1ee7k1Nd6vA62OEYhIgm0DlcIqaHlgQ5DREZgefJq7t39dWo6x18nntjgOq7N/weL4jYEZP2kkCqeKTm33w07IkNiQna1JwlzZqnvu2HuS/J0w9yRAU49FRERERERERERGfPslg6+NfOP43Jfyr6WHDpcIb06Pw7Xx7VHcP/uG4gKbiI6qJGooEP/jApqIjq457HIoBa2NcziX4XXUNaeMex1azsTuG3LT5kds42dTTNwuEeWhNmfqs5k/ltyPv8tOd8v8w+VEjJFRERkklC+kvKVBqJ8JS9o68HYdZIXY0zgJX8HctBLDP4GB564R/wGd7Ad7lZgfh+nLwX+MMIlzqL/FsBrRzj3iJim+axhGB8BRw0y9HTDMJaapvn+aMQlw3Nx9hOsqz3Cq6pdbqzcvetmfrvwe0QGtYxCdL053EFDGn9K6qssilvPvbtvZE/zNMDTIVMmlncql7O3JY/aznhqOhOo64xjSeKHrMwerd+xvfPK2xX88S97ul9Py4/g3t8sDGBEIiIy0bxftbTPpJO8iELyIwsDEJEEWmxwPRbDDHQYIpPGrT/ZxLadh7oP33J9PmeelDqiOadH7cKCC3ef99jHtqigJgwC9x6UZK9SMqaMmD+7YTaGeZIwN+VAQ4Rv5xYRERHfa6spZv1fvtLj2NIfv4JhGX+/q4uIiIjISJncMPV+ciL2B2R1l2kZUldOp9vKjqaZfFJ7OOvrFlHTmYjVcPK1qfexNGnNiOM5PO4THrRdRXl7GuXtaYOOtxpOXKYVzx7qkXFjZUvDvBHPA7D39fsp+/A/3a+T5p/M9HO+45O5fUkJmSIiIjJJKF9J+UrKVxohJWSOQcb/Z+++4+uu6j+Ov87Nvdl7tU3TJmnTldbu0rIKyJQhskQFt4CKCPoDBEVciIjIUAEVtyyhiCB7U2bb0AVN2yRtmjZNR/Ze997z+yMlNXTcm9yV8X4+Hnno995zz+dzS/JN8s33fY4xccBRfgz9wFq7J9T97LMSaAZ8bZ/nz4nZXy9z8BPcPGPMedbaxwYzqTEmCvjpIZ5uA4bCCeN64FU/xv0CODbEvUgAxsdXc/yY13h1z8f9Gl/fncE9pd/k2qJbMYFfExuwsbG7/R7rMt04HR7Gxu3hx7N/zOM7zuHf28/VDpkjzObmqfy+7Bt9x7nxO7i66DamJZdGsKuD27O3i+Xv7t/Fvb3DE8FuRERkpLEWnt91ar/Hkl1NNPekHLA7powecVEdkW5BZFRZt6GRt1fV9x1f+KnBr+y9oy2Xp6vP4K29Rw/LMCZAZVs+t5Z8j8KkMs6fuIy5aevCWn9MbLguS8qIY2FiLczfAkVB3g3T7ejdBXNdfu+umNb3GmkiIiIyRHi62qnduDzSbYiIiIjIEPDJ3Cc5KuudiNVfvmcpJ4x97bBj2t1xrG2YS3HdQtY2zD1g8TqPdXJ36eV0emI5adzLAfXjMJaTx77Iw5Wf9Wu8xw7N24Lb9lb0+5k/Pisvgt0cmv7+JyIiIiOd8kp9lFfyTXmlwxiav3nJQiDGj3GvhbiPPtZatzHmLXxvTTzRGJNrra0KQtmHgO8e4rl7jTGrrLXbBzHvrcCsQzz3mLW2fRBzBpW19jVjzAvAKT6GHmOMOcNa+3Q4+pLBOW/iY7y59xh6bLRf49c0zOfpnWdwZm74/7PmxFVj8Pq1o+f/rgYWZbycP/Ex5qSu43el36KpO5mU6ObDvFqGA4918JctXwHAaXo4d8K/+WTukzgdCjqKiMjoU9JUxI72/gtPFCaWU9oylaMy345QVxJpkVhERUQCs77hYzy98wzWNc4hGKuDDwXlLVO4ZcP1TE3azPkTlzE77f2w1E2NbgxLHRk5YrtgTmXvbphZQb5stDMN1hbAhonQ6d8lOBERERERERERGYLmpq3hM3kPR7QHl6OHByo+x0UFD/Z7vK4rvW8XzA1NM30GHy0O/rTla3R6Yzlz/IH3gXV7XABER/X47OnjY1/hse3n+X3/mQxerEM7ZIqIiMiIp7xSL+WVlFcKiAKZQ9N8P8e9F9IuDlSM7xMcwDwg4BOctbbYGPM2B0/fZwHPGGM+Ya3d4e+cxphrOPRJ0xL41sLBdD29CX5fdwf+3BjzjLXWhqEnGYTMmDpOzXmep3ae5fdrHqr8LNOSNzMluTyEnR0oOqqHMbF72N05zufY/w1kfmhKcjm3zL0Ojx2eu4sMFW5vFA7jxWEi+2X94q6TqWzLZ0ZyCZcU3kdO/K6I9iMiIhJJH90dM9XVQGZsLTnx1X79kVRERCLv+2t/ztbWyZFuI+hiHJ2Mi9tFekw9JU1FpMfUkxu/M6Q1y5oL+c3mb4e0howQFibU7d8N0xXENZ7aYuD9PFibD3tTgzeviIiIiIiIiIhExrjYaq6Y9tuI3y+zOHMFf9v6JVKim5iV8gHF9QsprlvItrZ8Br7Qn+H+iovp9MRy/sT+G+y8vvc4/rzlq6S6GsmO3XvgR8xe0mPqcRhLsquFI7PeYfne44L1NuUQYqK6It2CiIiISKgpr4TySiivFDAFMocmf09wq0PaxYH8PaHOA/4bpJrf59DJ+pnASmPMZdbaJw83iTEmm96T1+cPM+wv1trwbCHgB2vtamPMMuACH0PnAJ8FHvQxTiLoU7n/4ZXdH6fdk+DXeI91ctfmK7ll3nUkOttC3F1/ufFVgw5kAsQ5tUpYoJp7krm79HI2NU8n2tGNy9HDsdlv8PmC+w8Yu65hNkUpJbgc7qDV91gH6xtm88zO07m08A8cP+a1iF/s9scR89O466b9O8dnZ/qzeIuIiIhvtV0ZFNct7PfYEZkraehO46L8ByLUlYjI6HPlJYVcePb+GyGOWpgxoNe7HCMrQG/wctv8qxkfXx3Wuk9WncW/Ki/0ufq7jG6x3TB7W+9umNlB3g1zyxh4bzKUjgOv1gQTEREZMWJSxjDny3d95NGRsau9iIiIiBxcXFQ789NXkxVTQ2ZMLXPS1pHgjOxmMd1eFw9v+wxt7gTurzjcrYYDYVi2/QI6PHH97v3Z2T4eMDT2pNHYk0Zpy7QDXuk0PWTG1JIduxevdQSpn8jIWXQ2CVn5fceJOVMj18xhHOqeOBEREZERRHml/ZRXUl5p0HTXzNA0148xHmBTqBv5iA1+jvOnf79Ya183xvwZ+OohhowFnjDGvEvvF/grwE6gg95U+izgLOALQOJhSm0Hrg1W30H0Q+BcwNetRT81xjxqrR1ZdxaOIImuNs7K/S//qvyM36+p7criD6WX8d0Zt2PC+Pfm3PgqiusX+Ryni0+hkx7TwA9m/Zwnqs7m0coL6PDE88zO0zkq820mJ23tG7e+4WPctvFq/n7kF4NSt7JtIsv3LOXNmmMoSinhp3NuJDW6KShzh8OMKcnMmJIc6TZERGQEemnXSXg/8iP54owVbGiaydi4PRHqSkRk9PnUJ8YH9PrpyZvY3Dw9SN1E3oyUjWENYzb3JHFP6TdZ2zAvbDVlmLGQWwcLQrAbZmsMrC2A1ZOg8XBXeUVERGTYik5MY9IpX490GyIiIiISRh2eOGalfsAJY16LdCsAbGmZxD2l32RnR25I5n9655l0emL56uQ/4zCW6o4cn69xWxe7O8f5tbj+UJcx9Ugyph4Z6TZ80j1xIiIiMgoor7SP8krKKwVCgcyhabIfYyoj8Mm8DXDj+/OmMMh1vw0s4PAnziX7PgajDTjPWls/yNeHjLV2szHmr8DXfAydvG/MvaHvSgZrXtqaAQUyAVbVH8Fzu07jEznPhairA+XG+7eDty4+hZbDWM6Z8B+KUkr47eYrqO3K4r7yS/j53B8QZby83ziLX228Bq91BLR7ZWN3Cm/VHM3yvUupbMsHYHryRq6c/psgvRMREZHhrdvr4uXdJ/Z7LNnVxPSUTXR6YiPUlYiIDEZ+wrZItxBUR2a+E7ZaJU0z+O3mK2joTg9bTRk+YrphdmXvbphjgryu09Yx8N4k2Jyj3TBFREREREREREaCKOPmCwX/YFtbPmUtU/hT+ddIdjWzID3cm+/0t7l5Ko/vOId2T3xI67y8+yS6PDF8Y+q9+3bIlKFG98SJiIjIKKC8Un/KKymvNCgjLpBpjBkLHA0spHeL2HxgHJAAxACd9KaRW+hNJlcB5fRup7vaWrst7E3/j31b1Sb4MbQs1L18lLXWbYypAKb4GFoQ5LrtxphPAK8DU4M5N9AOfMpaWxzkeYPpJ8DFgK+7vX9ojPm7tbY9DD3JICQ6Wwf1uvsrLmZqUmm/nRFDyd9AZlxUR4g7EYBpyaXcMu86blz3U7a1FfB89alMSNjBrSXX0uONJi5qcF/ybm8UL+0+icd3nENTT2q/5ypaC3B7o3A6griVhYiIyDD1bs0SWtz9d2BelLEKr3XwfuPHWJAR2T8Oi4iIb+3uOJ6s+iTPVJ8e6VaCxoGHRRmrwlavtSeRtOgGBTJlPwvj63t3w5y5I7i7YbZ9uBtmATQkBW9eERERERERERGJvDmp6zg154W+43Z3HNvbJkawo17Tkku5buYvuWvTt3mn9qiQ1nqz5lja3AnU63rrkBTrUCBTREREDk15pdBRXililFcapJEUyJxujFlNbyrZHGZc/L6PDHpPfv3s+wJ+FngceNlaO/htxwbH35PDjpB2cWhV+D7BJRpjsqy1NcEqaq3dbYw5BniSwSfLP2o3cI619t0gzRcS1toqY8zdwP/5GDoOuAL4Zei7ksFIdA0ukOmxTu7afCW3zL2OeGfoQ5A5cdUYvFgchx2n1cDCJ9HZRlZsDdUd4/lX5YVYDD3eaABcjsEtPuJ0eDgt53lOHfc8NV1ZbG2dxIraxbxTexRd3li2tE5mWnJpMN9GyG0sa+a1t2r7jrMzYzjvTK0mKCIigXl+16kHPLY4YwV1XRmUNBVFoCMRkdHrP8/uZNeerr7j447MpGha8iHHu71RvLj7ZP69/dwDwvXD3YyUjaRGB3krwsM4InMVBYkVfHf17X2/j8roFNMNH9u3G+bYYO+GmQ2rJ8Mm7YYpIiIyKnW3NlD19sP9His46TKM4/B/rxIRERGR4eW4Ma/3O453djA9ZXOEujlQqzsxLHXWNMwPS52hpG7z2zRVrus7TsyZRvasj0ewo4PTPXEiIiJyCMorhYfySmGmvNLgjaRA5ph9H4EqAL6576PCGPNH4G5rbUsQ5vZHnp/jdoe0i8Dr5gFBO8EBWGtrjDFLgZ/S+8XuCmC6/wCXWWv3BqW50PsFcAng6+7B7xlj/mCtbQxDTzJAMY4uoowbjx34qXdv5xj+WH4pV02/KwSd9Rcd1cOY2D3s7hx32HHJruaQ9yL7OY0bgC5v/8UnBhvI/JAxkB1bQ4cnjo1NM/oe/6Bx1rALZK5c3cBVP9x/4XbhnDQFMkVEJCDlLZPZ0lpIfkIFny/4J7dv/C7GWIpSStjcPI3t7Xk09ySR7ArXr4siIqPbXfeV8/aq+r7ju2+Ze8hA5js1S3i48jPs6RwbrvbCaklm+K/X31v2DYUxR7Fx9bBwC8zcDtFB3g1zXT6sngT12g1TRERkVOtq2sO6v17V77GCky6NUDciIiIiEgqJzhYWpL8X6TYOq7UnPIHM0ai6+EnKn7qj73ji0s8rkCkiIiLDifJK4aG8UmQorzQIWk7y8Aro/cSqMMZcY4wJ5AvKX1l+jhvqJzh/38eAWGt7rLXXA7OBfwLdA5ziFeAka+05w+jkhrW2Dvi1H0PTgGtD3I4MkjGQ6BzcLpkA79YeSbc3HKchyI2vOuzzs1Le5/yJy8LSi/SKMge/29FlAgtkAmxsms5P1v+Ixp60vse045eIiAg8V30aLtPN5VPvZmZqCT+a/RNOHvciToeHuu4MQN8zRUSGmpKmGfxg7U3ctfmqERvGdODhiIyVYa359M7TKWmaGdaaEnlRnt7dML/yElzyEsyrCF4YsyIbli2BO8+El+YojCkiIiIiIiIiMhocnfUWTkcQV/sKgXDtkClDlwKZIiIiEkbKKw2+rvJKQaS80uCMpB0yQykDuBX4vDHmS9ba1SGu5Y/aEPZwOP6myP19H4Nird0EfMEYcyVwFnAcMIfepHsyEAW00btlcQnwFvAfa+22UPYVYrcD38L3N48rjTG/sdZG6pugHEaCs42mntRBv77dHU90dFMQOzq4syc8QUFiBbs6xrGrYxzVHTl0eOIBmJe2mu9Mv4PoqMCDgOI/h/Ee9PHD7ZBpLXR5Y4iN6jrkmPfq5nPn5qsO2OWkoTsNa3uDxCIiIqNRY3cK79Yu4XP5DzIhoXexiokJO5iYsAOAuq79gcwlmSsi1qeIiPTa0ZbLg9s+x5qGecDI/kWmKKWElOjmkNZodSeQ6GwDoKp9PA9Xfiak9WRoSW6HBVtg/lZIOPQlhQFrj4a1BdoNU0RERERERERktFqavTzSLfTj9kZR351Oduz+WyIVyBQFMkVERCQClFfaT3mlyFFeaYAUyByYjwErjDHfttbeG6Ia6X6OC9eWxIOt6+/7CIi1tgH4x76PEc1a22qM+Tlwp4+h8cAPgctD35UMVCA7ZAK0uRNIDUMgc0pSOVOSyvuOrYWmnhR2dYyjMKkcl8Md8h6kP6fZ/28e7eji61N+z282X9kXyHR7o9jVMY5tbflUtuX1fXR44ri26FY+lvrBAXO+tuc4/lh2KV6i+j0+L201l0+9e9iFMcdkx7B0SWbf8dRCXSQXEZHBe2X3x5mRspHTcp476PNJzhayY/doh0wRkTCaMzMVZ5Sj73hsdiz1XWk8sv3TvL7nOCyOw7x65FgchoUAqtpyWb53KRfkPco9pd88YBEfGYEs5NfAojKYVg0OG7ypt2XBe5Nh03jwRPkeLyIiIqNTVEw8mTOWRroNEREREQmRCfHbmZy0NWTzb2gsYmZqyYBe43R4aO5JpqSpiOPHvI7bG0WHJy5EHUpCdkG/n/kTc6ZFsJuDizJu3RcnIiIikaS8kvJKEaO80sApkDlwTuAeY0wR8G1rbRBvTQH8PzGEdhn8wOuG5QQ3Ct0LfIfeZP3hXGKM+bW1NnRXsWRQAg1kRmoVNmMgNbopLGFQObgo4wEgxtHJtUW3MjO1hMd3nMOezjFcv+ZmdrRPwG0PvlP9rSXXHhDK/G/VmaxtmIvL0UOXt/duSIOXz+Q9zFm5/8Vhgv3tLfROO2Esp50wNtJtiIjICOD2RvFu7RKum3nLAd8Tt7YWsKNtAl3eGG6bfzVPVZ1JuzuOeGdHhLoVERk97vzZnH7HPV4nvy+7iLdrjho1YUwHnrAEMqenbOaFXafwrVW/w2N1CXkki+6Bj1XConLIDuIV5/ZoWJffuxtmXXLw5hUREZGRKz5zIsfe+GKk2xARERGREDku+/Wgztfck4Tb6yQ9pgGA2zd9l0sL/8jizJUDmqcwaQuVbXncW/p1zp+4DBhmmwmbrgAAIABJREFUq5cPI5NOvoxJJ18W6TYOK9ah3TFFREQk4pRX8o/ySqGhvNIA6G6awfsW4AK+HuR54/0cF1iqa/D8TZz7+z5kAKy13caYHwN/9THUBfwUuDjkTcmAJLoC+9Jtd+tLa7SKMh5iHJ1cN/MWZqRsAmBGykZe2HUqFT6Cuj3eaH5Vcg3fK/olRSklPLjtc7y4+2T+suQreK2DspYp/HbzFTT3JFPeUsjyvUuZn76aZFekFjcRERGJrOL6hZw78d99f8D9X7lxVfzig+vJjt3LGeOf4dyJj0egQxERAXA53Fwx7Xd8MvdJblz3U7q8sZFuKeSKUkrC9rvaxQX3U1y/UIHMESqjGRaWw9xtEBPEBd8rs+C9SbAxV7thioiIiIiIiIhIr7Gxu1g6ZrlfY9vc8dR2ZdLQnUZjdyoN3WkHfDR2p+KxTlymm69P+T1Lst6lzZ3AbzZ/m6vMnSzKKB5QfyeOfYVtrfn89P0bB/P2ZASJjVIgU0RERIYM5ZUOT6GKEFBeaWBGyt00TcB6YMO+jxKght509IcfTiAOGAvkArOABcCJwLhB1r3MGFNvrf1+QN33d/DtzQ7UE8SaA+Fv3eiQdjG6/RO4BijyMe6zxphfWmvfD0NP4qcEZ9ugX3t27n+YnbY+iN3IcJLoauX7s25mWnJp32NFKSW8sOtUv17f7Y3h1pJrmZX6Ae/VL2Rq0mYcxuIwHmakbCLR2Up9dwar6o9gVf0RGLxMT97EwoxiFmYUMyZ2b6jemoiIyJDT4Y7jhLGvHfS56KgeThn3Aq/vPS68TYlIQGo6MyltmUpFawF5CZUsylhFbFTXoObq8TpxOYKYXjoItzeKspYpuBw95MRVaxdeH17bc/yoCGMCLMl8N2y1GntS6fH6e6lShgPjhSm7enfDnLwnePN2RMO6PFg9GWq1G6aIiIiIiIiIiPyPifGVfH/WzX4vNHfjup+ysyPXr7E9Nprfll5BeWshYPBYJ3duuorvTL+DhRnvUduZwRNVZ5PkauHTeY8edi4vDmq6sv2qKyNXzCD/diQiIiIjnvJK4aO8UuQpr+Sn4RrItMBa4FngOeAda62vO+E8QBfQCGwCXvrwCWPMYuCrwOeBgd69dZ0xZoW19okBvu5Q/D0xROoE5+8dh7pbK0SstR5jzA3Av30MdQA3A2eFvivxV6Jz4ItFJDhb+ebUe1iQvjoEHclwcf7EZUQ7+p/6pydvOuT4FFcjR2e9RUtPEm/ULAWgyxvLe/ULAZiYsP2w9SwONjYXsbG5iH9WfIGJ8ZV8rfBPTE0uC/CdhE5Hh4eWtv3fppxRhvS0ofnztsc6aO5JJi26MdKtiIjIR7S741icueKwY04e9yLP7ToNa8GYMDUmMsxUt4/DYoh2dONy9BDt6Cba0Y3T4Ql57W6vi4rWAsqap1DaMpWylik0dKf3GxPt6GJe2hqOynqbeelrDvhZ+0Me66CyLY+y5imUtfR+7O3MZl7aGk4e9yJz0tbhMDYofe9sz2F942zWN8ympKnofwKGlhRXE+PjdzIubhc5cdV9/5sduzdo9Ycqtzeq7/OmobGbHvf+95uU4GR167E8W/2JSLUXVg48HJG5Mmz17q+4GIsjbPUkdOK6YF5F746Yqe3Bm3d7Jrw3GUq0G6aIiIgEgdfjpqe1vt9j0clZGF18ERERERm2CpPKuG7mLST6uYB9U3cyOzvGD7CK4dnq0/uOPgxlLswoZlXdIjzWiQMPCzOKmZRYcdAZWnoSeWPvsQOsKwPl7mzF07X/AqXDFYsrfmit8BYXpQUyRUREBFBeCZRXGrWUV/LfcAtk7qJ369P7rLXbgjWptXYFsMIY8yPgJ8DXAH//smOAvxljZlhrdwehHX9PDKHdiuHQlDgfAqy1jxtjVgJH+Bh6pjHmKGvt2+HoS3wb6A6ZkxK3cNX0O8mOrQlRRzJcHOwG8dToJsbHVfWtDOgy3SzMKGZp9nJmp60nynh5ouqTvWuwACeNfZHS5qlsb88jL6Gy31wp0U0k9zTh9jrpsS7cXme/G2/ru9PJja8K3RsMgkeerOLSq/cHlxfOSeOtp46PSC/dXhf3lH6TE8a8ypyD7GwbZby8tud4Th33vHY7EhEZYvw5L6dGN3FExko6PbHEOTvD0JVIZJU2T6Ewqdzv4N+ru4/nj+WXHjTI5cBDdFR3X0Dzf8OaH/3o91zUwcd/eNzSk0RZS28Ac1trPm57+Msr3d4YVtQtYUXdEuKi2lmQ/h5HZb1NXkIlW1on9wUwt7ZOotsbc8DrVzcsYHXDAsbE7ubEsS9z/JjX/F7d+0MtPYl80DirN4TZOJu6rsxDjDQ09aTS1JRKSdPMfs84TQ9jYveQE19NTlx1v7Bmomtgv38OJbWdGaysO4KVdUeQE1fNpVPuA+Dcr7zD26v236B9/Y1nUDHzUvy/jDe8FaWUDPjzbLCK6xYc8Pkmw8+4+t7dMGdtB6c3OHN2OWFdfm8QsyYlOHOKiIiIALTtLuelq+f0e+xTD7SD0coPIiIiIsPRrJT3ubroNmIHsONgSVMRwbje67Yu3q09su/YSxR/KLuMm+f2bixU0VpAYdKWvudf3n3iQf8WIMG18bGbKH/qjr7jiUs/z4Jv/CmCHR2ouiOHyraJ5PlY6F5ERERGLOWV9lNeaRRTXsk/wyWQuQM4B3jKj2T5oFlrdwGXGmMeAB7C/62BU4HbgIuD0Ia/y85HavsDf2/d0fL5oXc98LIf434BHBfiXsRPC9Lf46XdJ1HVPsHn2FPGPc/nC/6JyxGpn2dkOChKKSHJ1cLS7OUszlxBgrP/Vhcu0/tz6ZSkUr406W80dqdyw7qbDtgh8wezbu53bC14bBRu68TtdYLxL6Aive6vuJh3a4/k3dojmZe2ms8X/JOc+F39xsxK/YDbN36X62beEpadokREJLjOGP80ze5kBTJlxPugcSa/3PA9zp+4jLMnPOlz/Ns1Rx4yjAm9Nz10euLo9MQFu9VB6/DE82bNsbxZM/DVr/d0juXBbRfxaOUFLMl8l5PHvXjIXeXd3ihKW6ayvqE3gFnRWhDw7oNu62JnR27fIi37WZKcLQfdVXNM3B6iTJCSWR/x6p7jqWrPJT6qnTPHP0VtVybj46v9eu2ujrGsqF3Myroj2No6iQ//9vDR313+17PVp1MwY6CLRw5fSzLfDUsdj3Xw4LbPhaWWBF+UB2ZUwRHlkFsXvHlrkmBVIazPh26tNSoiIiIiIiIiIoexMH0VV06/65D3PO1szznotePeQGZoVLbl89+qsxgfv5PG7tS+QKbbG8Xzu04NWV0ZXjo88dxaci03zbmBtOjGSLcjIiIi4aO80oGUVxLllXwYFoFMa+0WYIvPgcGr97oxZiHwDDDH1/h9LjLG/MZauzLA8v4muiP1387f220itUXxqGGtfcUY8xJwko+hS40xn7DWPhuOvuTwsmJr+dnsH3J36eUU1y864HmXo5sJ8Ts4Y/zTHJ01KhcKkAH64qS/HzbM53L0kORs5srpd+F0eMiMreOaol+RE3f4m6KNAafx4MQDA1itUGBl7SJe+J+L9Wsa5rO+cTanjHuB8yY+RuK+nXKnJJXT7Y3mj+WX8o0p92JGx6Y+IiIjQqcnhjf2HssncvQjtoxslW0T+VXJNfTYaB7dfgFz0taRn1h5yPHFdQu4u/TygEOGw1GPjeaNmqW8UbOU/IQKTh73IkdnvUV9V3rfDpglTUVhDKIaWtzJbGpOZlPzjH7PRDu6uHXetYyN2xPUiu3uOP6x9Qt0eOKZnFhOXkIldV0Zhw1kVrZNZGXtEayoW0xVey4HWwAy2tENwPqGj1HdXgbUHzBmNHDg4YjMQC87+ueV3R+numN8WGpJ8CS1w4ItMH8rJAbp13ivgc05UFwIFdmMls1oRUREREREREQkAMdmLefrU39/0IUBd7bn8PetX8RiDlg4fEdbLqvr54e0t8e2n8f4+J24HD37rklDY3cqDd3pIa0rw0d6dB11XRncuuFafjT7JwPa4VVERESGL+WVDkp5pVFOeSXfhkUgMxKstdXGmBOB14GZfr7se8B5AZYe6ic4f+t2h7QL+dD1+D7BAdxsjHnOWhuplQrkf8Q5O/nujNt5bPt5VLblMSFhB3kJlUyM387YuN04jP4zif987awY7ejm8ml3kxmzf1uMyUlbQ93WqFXTmckfyi474HGPdfJs9em8ufcYLsh7lBPHvkyU8XL6+Ge4c9N3yIqp4YK8ZRHoWEREBqqybSJ/Kv8aX5n8F1KjmyLdjkhI7OoYy7i43WTF1JDkaqGrKxa3dfG70m9xaeEfcey7icJgMcZisOzuGMs9pd/EY3WpaVtbAfeVX8pftnxlSP57dHtj+NvWL3HdzF8O6HWdnhjWNswlynhIcraQ5Or9SHS24jCWl3efSIcnHuj9PeT2jd9lVuoHbGiaicN4MVgcxtv3+VPWPIXdnb4Xe9zQOJNvr7qLvV1jaHa/NPA3PEIUpZSQ7GoJeZ0OdyzLtp8f8joSJBbyamBROUzfCY4gXVJqi4E1BVA8GZoTgjOniIiIiIiIiIiMfKeOe44vT/7bIZ+v6cxifeNspiVv7nus0xPDY9vP45nq00N+Tb3HRrOtrQCAspapIa0lw8+JY1/iksI/UdOZydqGubxTcyQnjH0t0m2JiIjICKW8UsB1lVcKD+WVDmPo3RU2hFhr64wxZwPF9G7z68unjDH51tptAZT198SgE5xgrS02xjyG72+sc4ELgYdD35X4w2GswlcSFoszV4ya1douPDuX008a23fsjArv1h1ubxS/2fxt2jyJhxzT4k7mL1u+ygu7TuHzBf9kUcYqMmNqeGzH+WTF1nD8mNfD2LGIiAyEtfDCrlN4dPsFXFP0KwoSt0W6JZGQ2NQ0jZ+8/yOOzX6DCyY+yten/J6ff/ADLA6q2idw4/qfRbrFYWMohjE/tLZhHsV1C1iY8V7fY3s7s2hzJ5ATV01M1P7LOuUtk3ll98d5u/aog+7wafCS6GylyxvT99jG5iIA1jf6u5DjoVW0Ter7/0de/W+s19137Iw99M/eI82RWe+Epc6TOz9JU48/l0F7/9uPxh1xhwJXD8yu7A1iZjcHb96d6bCqEDZMAE9U8OYVERER8UfC2EJO/0NV/weNft4UERERGWoSnS18fOwrpLiaSHY19/vIiKk/7Gvnpq/j42NeYWtr73XflbWL+HvFF6nrygxH6xJhM867galn/V/fscMZc5jR4XV01pt8dfKfAciKreXkcaN3gUgREREJH+WVAqqrvFIYKK90eEP3zrAhwlq7xRhzNfAnP4Y76P0kGtgWA/35m5qJD6BGIPxdE10nuPC5AfgU4Os2qZ8ZY5ZZa90+xonICDJawpgAsbFRxMZG7o7RR7df4PcKilXtE/jFhu8zP+095qat5aXdJ3Nf+SWkR9czO+39EHcqIiID1dqTwO/Lvs6ahnlcW3Qr05JLI92SSMg8W/0JLA6W7z2Ot2uO4sSxL3NExkpW1C2JdGsSZH/f+kXyEipZXT+fpp4U5qWtYUpyOQCt7gTe2Hssr+4+ge3teYedx+KgxZ0cjpaJTkwLS52hxoGHRRmrQjJ3Y3cKXd4YEqLa6PTE8vTOM/x6XU7cTk4e9yJ/3/qlkPQlB5feAgvLYe42iPV33VIf3I7eAOaqQqjOCM6cIiIiIoPhiHISk5wV6TZERERExIc5aev4XP5Dg379/PTVrG2Yy60brmF1w4IgdiZDnTM2cUgutLggvZhvTr0HhxlVm/mIiIjIEKG80gGUVxp6lFc6BAUy/fMX4BuAP1cAziewE1yTn+OSAqgRCH/rNoa0C+ljrd1kjPk78BUfQwv3jflj6LsSERld1jd8jCerPjng1334x4UF6cV8ZfJfSHH5+2OAiIiEy8am6fx28xU0dKdx1fQ7mZO2PtItiYRMXVc6xfUL+47d1sXzu07DgSeCXUmo1HRlc+emq7i44H5mpGwCYENjEa/s+Tgr646gxxsd4Q7lQzNTN5DsagnJ3KnRTWxsms5je85j+d6lgPHrdRfm/YvFmStZVbeIkqaZIelN9rEweQ8sLoXC3cGbtikeiifDmgJojw3evCIiIiIiIiIiMrIVpZQc8Nify7/CqTnPkxu/85Cve69+Pk/sOJvSlmkA1HdrdTCJvFkp73PV9DuJMt5ItyIiIiKjm/JKA6+rvFKYKK90aApk+sFaa40xtwCP+jF8vjEmxVo72ERFnZ/jwrP1wODr+vs+JDh+DFwExPgYd6Mx5p/W2o7QtyQiMjo0dqdwd+nlWByDnsPl6CEjpj6IXYmISKC81vDvHefy2PbzsDj4+pR7WZy5MtJtiYTUi7tOxmMPvFTk9bnAmQxXVe25rKpbRGnzVF7dcwK7O8dFuiU5iCWZ74Z0/ilJZfsWmPEvjFmYWNb3PfGywj9w7Zpb6fIq0RdsTjfMroTFZZDVHLx5K7JhZSGU5oAd/K+xIiIiIiIiIiIySn00kPlc9am8uPsU3qk9ku8V/ZIpyeX9nnd7o7i37Bu8VXNMONsU8WlKUilXF92GyzFqNvARERGRIUp5pUHVVV4pvH6M8koHUCDTf08ADUCaj3EOYAnw/CDr+JvGSB3k/IHyt65SJWFkrd1hjLkXuMrH0PHAt4Bfhb4rEZHweu7V3fz6nrK+46mFidz9i3khrem1hrtLL6epJ7Bvyz1eV5A6EhGRYKjrSud3m7/FxuYiAL5Q8HeOH/N6hLsSCa0er5NX9nw80m1ImHV5Y3mm+oxIt+G3dX+9iuYdG/qOC8+4knELzoxgR6EXZdwsylgVsvm91vDbzVewpmG+n6+wfDb/ob6jjJg6UqMb2dM5NjQNjkKJHbCoHBZsgfju4MzZ5YT1ebCqEGpTgjOniIiISLC1127nvXu+2u+xY254DuPQIkEiIiIiQ0WMo5OaziwAMmNq2dk+ngcqLgKg1Z3ETR/cwHdn3M6ctPV9r3E6PFwx7XecMOZVnt91Ku/VLdBCkKPU1hf/wM53lvUdZ885hWlnXxORXvIStvG9mb8kNqorIvVFREREDkJ5pYHVVV4pjJRXOjgFMv1kre0xxjwNXOzH8HkM/gTnb1I7Unc5+VtXifPw+znwVXxv03ydMeaPAayKMCzlzn0GgK4d5/R7fO6JL7GxtKXv+IF7FnH+Wbl9xz+7fSM33bGp7/jcM3J46PeL+443ljYz98SX+82pGqqhGpGt8aH2Dk/I38fGphm83zibl66eS8vOjX3PL/r2A+Qeef7+OZb9jE2P3dR3nLP4XBZftf8m5p0VVcSc+vhBa3xouP73UA3VUA3VGI41OjxxPPztk9m6pRaAx4fp+1AN1fC3xu13nM2z1Z+guSeF5qqNvHzN3H5znvNQ/z9GB/qzj2qoxmBrbH3h3n6vyT36wmH5PgZa44GQn0v+7ff7mJ26npmpJR+psYy8JWcx/8plZMTU0uN1UVVRPWL/e4SjxnfP6V/jvJfmsrVlf41fLnqAU3L31/j9xp/xh037a5yUcy6/WvwQtUm9Iczlro08d/3I/LdSDdVQDdVQDdVQjZFTw9PVTu3G5f2e+89F8cPufaiGaqiGaqiGaqiGaoz0Gg/vq2Hw4jRuemx0vxoPAzfechE/uKi97zW91xMfB24aMu9DNcJfIz4rr9/P/LUbl1Py8A1hfx/j4qr5/sybSXS2Ddm/3amGaqiGaqiGaoyUGuI/5ZUGXFd5pfBTXukjHJFuYJh5w89xBQHUqPJz3JgAagTC3xOcv+9DgsRaWwvc7sfQdCAyS0uJiIwwRSklzEguCXieHqsdMkVEhpLc+J3EaDVUGSXWN8zmO+/dwQu7To10KyIyxBm8/XbH/F/pMfVMStzCTXNu4DvT7yDKuH3MZjEm+D0ON8YL+XuCP29LHPzzOLjnNFg1BXq0LKOIiIiIiIiIiASZxUGPjT7oc89Vn8bz1aeEuSMR3zJjarhh1k2kRDdHuhURERGRg1FeSXmlIUt5pQMpkDkwG/wclx9AjQo/x+UEUCMQ4/wY4wF2hLoROahfA7V+jLvKGBOpb5IiIiOGMfDVwj8HfCNxqzvxgMferjkysElFRERE/NDuiQeUihIR35ZkvktB4raDPhcb1cGPPvYT0qIbmZGyiU/l/ueQ8xQmlfHT2TeSEePPJayRydUDi8rg8ufgE2uCP/+OTKgYg07vIiIiIiIiIiISERYHf936ZZZtPw8Atzcqwh2J9PrBrJ+TEVMf6TZEREREDkV5JeWVhjrllf6H1sYeGH9PPmkB1NgOePEdlp0cQI1A+FO3ylrbE/JO5ADW2hZjzM34Tp4nADcAV4S+K5GhbWtrAf+tOpWzcp+KdCsSJHfdNAeA7MyYsNTLjd9JorOFQNbOq+nMPuCxu0svJyumhinJ5QHMLCIiItLfttY8YFOk2xjCLEowDQ8p+XPImHpUpNsYNRzGw4V5/+o7buxO6ff8uLjdxETl9R0flfXOAXNkxtTw2fyHODrrbQBiHKNzN+oxjfCdpyB239XThgDnq06DTTno1C4iIiLDXkzKGOZ8+S42/ftmuppCsI24iIiIiISZYdn2C2jqTuHNmqfw/95yGalyFp1NQlY+AJ2Nu9n8+C/C3sO4uN1hrykiIiIyAMorKa80pCmv1J+x1ka6h2HDGJMAtPoxtMRaOzOAOpXARB/DWq21SYOtMRjGmCxgrx9DX7PWnhDqfoYLY8w2IM/HsNettccHqV4MUAZM8DG0G5hmrd12kDmOB171o9yXrbV/G2CLIXewz9WXHz2WtNRoZk5P7je2rKKV7i5v33FuThwpya6+4721XdTU7r9BMCnJycTx8X3HnZ0etmxr6zenagz9GrWt8Ty+4xw2N0/DmT6ZuIR4/rLkK0RH9Qyr96EaQ6fGc+uz+c2Gy/qO4zJyccXvv0G5q2kvXc01fcfOuCTiM/d/q/d0d9K2ZwsAMY4OFmes5CvHbCQ7dv9rRsq/lWqohmqohmqohmpErsaejmyufP1qmhta+p4/3M8lH0qe0P8SR+uuMrzu7r7jQH72GQo1MqJrmZFSwvFTq5mbU8Wm5umsqlvEWxUTqK3b38NQfx+qMTJqeLvbOSv2Juanr+17LFTnkvcbZ/KPii/59T5On1HKt+buD2S+tXUCqd37b6A6WI3NFR38sexSqjtyOGHMq3x96XqiHb1/E1lTP5c73jiB2vbEQf9bDaf/5inba5hdCZN2Q5IziXHx+2t0eTrZ0da/RmFy/xqVrWX0ePfXyErIpXJSCqsKYWc6dDWPnH8r1VAN1VAN1VAN1VAN1VAN1VAN1VAN1VAN1VAN1VCNYNaIdnRy2ZQ/MDG+asj97U41VEM1VEM1VGMk1qip6yJ37jN8RLa1tuajD0p/yisprzQYyitFjgKZA2CMiQLcfgzdaq0ddCLcGPM0cLofQ8dba6sHW2egjDHHAG/4MfS31tpvh7qf4SLcJ7h9Nb8C/NmPof+01n7hIK8/nmF8gjvYN+OqtaeTlRGe3fJk6PNaw3VrbmF7+/4vzR/O+ikzU0si2JUMR+3uOB6p/DTP7zoV63OxmMOLdnRx/sRlnDT2JeKdHUHqUERERKSXxzr40bqfUN46JdKtRFyUcTMteTPz01YzL30N4+MPfmnFaw3lLYWsqltEcf1CdnXkhLlTGY0mJlTy09k3EhsV+t0j39x7NL8r9b0YYYyjk7sWXklqdNOAa7T0JOKxUX2vre9K4+9bv8iKusWM9N1ojRdm7IQlpZBbF5w522LgvcmwajK0xQVnThEREREREREREZGRJtXVwKTErRQkVrAwo5iCxG2RbklERGTUUCBz8JRXUl5pMJRXihxnpBsYZmL9HNcZYJ3V+HeCmw+E7QS3r54/1oS0C/HH34FrgOk+xl1kjLnVWvtBGHoSGTIcxnJB3qP8euPVfY+VNBUpkCkDsrtjDD95/0c0dKcHZb5ubwyPbr+AdQ1z+MKkf5CXsD0o84qIiIgAPFp5wagPY85LW83S7OXMTltPgrPd53iHsUxNLmNqchkXFTzIzvYciusWUly/kPKWwoAX5BA5mO1tefx4/Y+5tuhW0mMaQlqrx+s67PMGLzNTNnBaznODCmMCJLl6F+/0WsMLu07hX5UX0uGJ9/Gq4S2mG+ZvhUXlkOr7VOOXvcmwYiq8PxHcuqIvIiIiIiIiIiIiso8lLXp/+LIgsYKChIqQX18XERERCRHllfyjvFLkKa+EApkDleLnuDbfQw5rtZ/j5gNPBVhrIBb6Oc7f/iVErLUeY8wNwDIfQx3ATcCnQt+VyNCyML2YgoStVLRNAnoDmTK8bSxr5rW3avuOszNjOO/M8UGvU9U+ntz4nWTG1PoePEA93mg2NM2itScx6HOLiIjI6FXSNIMnqs6OdBsRt7l5GtOTN+EyPYN6/fj4asbHP8nZE56ksTuF9+oXUFy3kA8aZ9Fjo4PcrRzMzpX/oatxV99x5ozjSJ4wsn6Xm5nyAePidvGz93/It6b9jslJW0NWq9t7sM9bS0FCBcdkv8mRme8E5aaVitZ87iu/hK2tg16gc1hIa4UjSmHuNojxZ81SP5SP7Q1ibhnDSN9QVERERITu1gaq3n6432MFJ12GcWgxHBERERGRkaBu89s0Va7rO07MmUb2rI8PaI606HomJW7tC2BOStw66AUFRURERIYg5ZX8o7xShCmv1EuBzIEp8HNcY4B1Vvk57qgA6wzUkX6M6QC0xdwQYK19zBhTjO9vTGcbY5ZYa98NR18iQ4UxcEHeo9xa8j0Aylqm0O1xER01uJuzJfJWrm7gqh/uv3C7cE5aSAKZ95Z+g+tm3kKSq5VTxz3Pw5WfDXqNxH27yIiIiIgEqrUngbs3X67dHIF2TwIPVX6OF3adwgV5j7I0ezkOYwc1V2p0EyeOfYUTx75CpyeGdQ1zKK7RZ8tAAAAgAElEQVRbyOqG+bS5tbhGqJQ/cxf1m9/uO577tbtHWCDTcnHB/RQkbqPdHceK2sXERHWRG78zJNXaD7JTZUZ0HRfm/Yu56esO8oqB6XDH8sj2T/N89al4iQp4viHJQl4NLC6FadXByUz2RMH6PFgxBWr9/XObiIiIyAjQ1bSHdX+9qt9jBSddGqFuREREREQk2KqLn6T8qTv6jicu/bzfgcwUVyMX5v2L48e8Nui/7YiIiIgMA8or+aa80hChvJICmQM1089x2wIpYq2tMsaUAlN9DD3WGBNtre0OpJ4/jDF5QKEfQ5dba5VmGjq+D7zgx7hfACeEuBeRIWde2hoKk8oob5mC27ooa5nCzFT9jCaH1tKTyJbWQp6s+iQXFTzInLR1oQlkOhXIFBERkeC4r/wS6rozI93GkFLXncnvy77B0zvP4LP5DzE/fU1A88VGdbE4cyWLM1fisQ42Ns3o2z2zpis7SF3LaLAoYxUFidsAiHd2cMLY10JW6/nqU1i2/fx+jx0/5lWOznqLZFczHusgyngHPf/K2kX8beuXqO/OCLTVIcnhgZk7YEkpjAv0T137tMRCcSEUT4aOmODMKSIiIiIiIiIiIjKcuRzdnJHzNGfnPkGcszPS7YiIiIiEmvJKvimvNLSM6rySApkDc4yf4yqCUOslfJ/g4unt6ZUg1PPlFD/H+fPFJGFirX3RGPMK4GspqeONMadaa58PR18iQ4UxcMHER/nFhu8DUNJUpECmHFZ5S+/P+s/vOpUTx77MvaXfCEkdBTJFREQkGPZ0ZLOibnGk2xiydrRP5NaS71GUsoGL8h9gctLWgOeMMl5mpW5gVuoGvjjpH2xrzaO4fiHFdQvZ1pZPcPbPk5HI4OW8CY+FvE63x8V9Wy7hjb1L+z2eGVPDlyf9lZiowP6OUtOZyV+3fpnV9QsCmmeoiuuCBVtgUTkkBenen12psGIqbJgAnhG6kaiIiIiIiIiIiIjIwFiOzHyHz+U/SFZsbaSbEREREQkX5ZV8U15pCBnteSUFMv1kjHEBZ/g5fH0QSr4AfNOPcRcQnhPchX6OezGkXchgXA+s8GPczcaYF6y1NtQNiQwls1PXMy15E5ubp1PSVBTpdiQAY7JjWLpk/+5PUwsTg16juiMHgG5vDN9fezPtngRiHJ10eWODVsPl6A74JmgRERERgPfqF6AAoG8lTTO5Yd1NLMl8l8/kPcyYuL1Bmzs/sZL8xErOn/gYNZ2ZFNcv5L26BWxsnoHH6rLcQKXmzcHh2P/vFps6NoLdBNfCjGLyEytDWqPTE8NP1v+IirZJBzz3pUl/C+j3EI918MzO01m2/fyg/n40VKS1wJGlMGcbuDyBz2eB0hx4dypUZqFTtYiIiAgQFRNP5oylvgeKiIiIiMiwlJBd0O9n/sScaQcdNzmxnC9M+gfTkkvD1ZqIiIhIxCmvpLzSMDZq80pmBL2XkDLGnAv4s0y9BTKttfUB1osD9gBJPobWAjmh3HbXGDMWqAJ8rdG+2Vo7PVR9DFfGmG1Ano9hr1trjw9hD/8GzvFj6KettY8aY44HXvVj/JettX8LpLdQMMZkAf3uoK1aezpZGTER6kiGug2NRfzsgxtxmh7+tORrxEZ1RbolGaK81vBE1dk8WnkBXqI4ImMF8c52XtsTvF3U06LrufcIf37HERERETm8n71/AxuaZkW6jWElyrg5aexLnDfxMZJdLSGr0+pOYE39PIrrFrKucQ6dnriQ1ZKhz+DllnnXkZewPeS1NjdP5b7yS6hqn9D32IL0Yq4pum3Qc5Y1F3LflkvY3ubr8tfwk1MPR22CGVXByUx2O2FtPqyYAg2+rvqKiIiIiIiIiIiIfES0o4tu78i8By49uo7P5j/EsdlvRroVERERCUBNXRe5c5/56MPZ1tqaSPQzXCivpLzSYCmvFDlait9/1/k57v1AT24A1tqOfZ+UX/QxNJPe1PmDgdY8jMvwfXIDeCCEPUhgbgDOBhw+xt1kjHk8DP2IDCkzU0soStlASdNMrlj1WxZlrGJJ5rvMTN1AlPFGuj0ZQhzGcs6E/zAzZQNP7TyTy6fezYPbPhfUGonO1qDOJyIiIqNTmzueTc26BjlQHuvk+V2nsXzvUs4a/1/OGP90SHYvT3S2cWz2mxyb/SY9XicfNM7q2z2zsSct6PVkaDsiY2VYwpgA05JLuWXudTy180we23EeDrx8adLfBjVXuzuOB7d9jpd3n4j1eclpGLFQuLs3iJkfpD8JNsXDykJYPQm6ooMzp4iIiIiIiIiIiIw+V02/k6aeFF7edSLlrYUMbik5O8jXhc7MlA+4tujWkPxNRkRERGSYUF7JN+WVhq5RmVdSINMPxpgvAYv8HL4siKX/ie8THMD/EaITnDEmFv+2IiZUPUjgrLUlxhh/Pp+mAl8CykPelEiYbW6eyt+2fAm3ddLjdeG2TtxeJz3WhdvrpNvbe0dkizuZV/acyCt7TiTJ2czFBfdz3JjlEe5ehpqpyWV8N/kOAJwOd1DnViBTREREgmFtw1w8Vpd9BqvDE88j2y/kxd0nc/7EZZww5lUcxoaklsvhZl76Wualr+WSwj9R1lxIcf1CVtUtorojh6F2U4QE34ljXw5rPafDw5njn+KpnWdy5vinyIqtHdQ88c4OPp33CEUpJfx28xVYHLhMN9OSNzMhYQfPVZ82rIKaDi/M3A5HbYYxTcGZsyod3p0KG3PBDp9/ChERERERERERERmitrXmc+7ExzlhzGtUtObz0u6TeKvmaDo9cYd4hSUnrpppyZuZnryJacmbuW3j1VS1Twhr376cN/ExhTFFRERk1FJeSXml4W605pV0Z54PxpgC4PYBvORfQSz/CrARmOFj3HxjzKettY8EsfaH/g/I9mPcs9baLSGoL8HzI+CzgK91+H8EXBL6dkSCr90dR2xU50FvlH519wlUtE0a0HzHZL/J0VlvBas9CbGODg8tbfvDkc4oQ3pa6LceiXZ0f+S4C4fx0uN1DSoEkehSIFNEREQCt7p+fqRbGBEautO5r/xSnt55Bp/Nf4hFGcUhrzkluZwpyeV8Nv9hdnWMZfnepTyx42y8fi0GOLJ1tzZgPT19x864JKKiD3WTyfCxtXUSs9PeD2vNtQ1zSXY1c+b4pwKaJzaqk/9WncXMlA2cPeEJpiVvxmnc3PzB94dNGDO6B+ZthSVlkNIe+Hxe0xvAfHcq7MwIfD4RERGR0cLrcdPT2n9h9+jkLIzRIjUiIiIiIh/a1Dy97/8XJG7jksI/cXH+/bxZcwwv7z6RHe0TKEis6AtfTkveTLKrpe813R4X1e05kWgdd2crnq79F2Edrlhc8ckUJpZRlLIxIj2JiIiIRJrySsorjSCjLq+kQOZhGGPSgCeAND9f8ry1tjRY9a211hhzG/BnP4bfaox5xlobtBSHMWYCcL2fw28NVl0JDWttpTHm98C3fQzNBS4PQ0siQfV+4yzuKf0m6dH1XDblD0xM2NH3XJcnmhV1iwc038X5/+TM3KeD3aaE0CNPVnHp1av7jhfOSeOtp44PeV2X2X9DeKKzhVvmXkdmbB0AXmu4t/QbvFGz1O/5tEOmiIiIBMpjHaytnxvpNkaU6o7x/Hrj1cxOXcd1M28J2W6ZHzUubjcX5j3CjOSN3LX5StrciWGpO1S9c9u51G9+u+947tfupuDEr0Wwo+B4r34Bn5rwRFhrvlVzNF+d/GecDk9A8/x1y5eZk7aOT+c90vd18fiOT/FB08eC0WZIJXTCEWWwsBzienyP96XTBasnwapCaEoIfD4RERGR0aZtdzkvXT2n32OfeqAdjBanERERERH5UFnLFLzW9Ps7RZyzk5PHvcTJ417C7Y067HXfyra8iC0AufGxmyh/6o6+44lLP8+Cb/yJs3L/G5F+RERERCJNeSXllUaS0ZhXGrLLlBtjFhpjzjURWvLSGDMGeBkYyN1DN4eglfuBKj/G5QH3BquoMSaK3i19/bl9aIW19rVg1ZaQugnw55vgmaFuRCSYKtsmcvMH36ehO50trYVcv/YX/Kvy03R7XQAU1y+kwxPf7zXp0XWkuBoPOecj2z/N37d+gdoubWchh+dy9N65a/DyrWm/6wtjAjiM5aRxLw1oPgUyRUREJFCbmqbT5hndwb1QWd84h+eqTwt73dlp7/PzOT8gN36H78Ey7JS3FNLYnRK2eu3uOOKiOpiZWhLQPG/XHMn89NV8Jv9ffTf/bGqaxqOVF5AeXcfY2F3BaDfo0lvg9GK48ik4dmPgYcz6RHh2Htx5Jrw0R2FMERERERERERERCZ0OTzzb2vIP+byvRfgq2gqC3FFgxsbuYlHGqki3ISIiIqOQ8kp9lFeSYBpVeaUhG8ikN/X6GLDaGPM5Y4wrXIWNMUcDxcC8Abzsv9ba5cHuxVrbjf+p74uNMd8LtOa+byr3Asf4+ZL/C7SmhIe1tga4w+dAkWEmO2Zvv2OPdfL4jnO5bs0tbGqaxht7j+17Li26nqXZr+MwXpp6Ug8634zkEr5W+CcKk8qpaC2g2xO2b0EyDHit4f3GWXht7+9gHwYyz5nwOHPT1uGxDn5fdhk3vf8Drl79K24ruXpA8ye6FMgUERGRwLxXvyDSLYxoj2z/NHVd6WGvOzZuDz+b/UMWpBeHvbaElsXB6vr5Yau3oWkmn857JKA5Oj0xTEkqY1HG/s9HrzWUtxbyo9k/4YzxT7Onc0ygrQZVTh2c/zZc/iws3ApOb2DzVWbBw0fD3afBqinQrUsHIiIiIiIiIiIiEgabmqYP+rUVrUMrkHnG+Kf77fYpIiIiEkbKK6G8kgTXaMsrDeVA5ofmAg8A240xNxtjikJVyBgzxhhzN7Cc3hOsv9qAb4WmK7DW3g+86efwW4wxPxhsUt8YEw38AbjEz5fcb619azC1JGJuA+p8jhIZRuKcneTGH7g4R3XHeH78/k9Y1zCH+Kg2zp/4KIsyVvHG3mOp7co65Hwbm4t4cdfJ5MRVsyijmOioALfLkBHFYSwbm2Zw7ZpbeW3PcTiMl1kp73P+xGUAFNct5LU9J/BB08eoap9AizuZ48e8+v/s3Xd4HOWhxeHfbFPvvVu23HE3YNxtDJhqQ2iB0C4ESEICuQk3XFoSQkluKgmQQCAECAQCIcY0gwHbuADGvRfZli3Z6r1Luzv3D8Ea4SZZK81KOu/z6LHm25lvzoKtsjtnvg7PrxUyRUREpKtUyOxeTZ4Qnt1zgyXnDnE0ceeI33BJxr8x6GKbTALC+Ni1wOF/t/vqBnT7OdNCDhLtqu7SHMH2ZhKCy9qN2QyT81LfYVXpZF7Ydy1mILz0bMLUykKuXWJy04cwogC6cntTrwFb0+HpOfDcLNiVBmYAPE0RERERERERERHpP3bWDD3pY/PrM/yYpGucthZmJC2zOoaIiIiI+krqK4l/9Zu+ksPqAJ2QTFvz+n8Nw9gMvA0som352aauTGwYxkTgv4DrgNCTmOI7pmke6EqGDrgV+BwI6cC+DwKTDMO4zTTN/R09gWEYo4C/Aqd38JAS4M6Ozi+BwTTNGsMwHqHtC51In5ETkUt+Q+YR406jhbmpixgds4nn9l5HQUPHXljcXTuEuzc8zNkp73N51r8IczT4O7L42RXz0jlvTrJv22HvymW2x3dR+kKWFs/kL7u/Q0JQCQ+Oudd3x753D517xP7npr7LoYZUdtWe+EXxCEet3/OKiIhI/1HQkEZxU/KJd5QuWVNxKqvLT+W0uM8tOf/lWa+SFbafJ3Z9l2ZvsCUZrHDGj1/H9Lp9247gcAvTdN35aW9xTfY/uGfDg2yuGsWze67n/cKz+dHw3zIxbm23nTc1tLBb5m3yBPHHnT9gXcUEEoJKiA8qY3tN596rGhuznq1VI2k1XRh4GRK5i501nb/bu80Dp+TDjF0txFSldPr4r2u1w4YB8OkQqIzo8nQiIiIichRhyTmc9+TXbr5p6O4XIiIiIiJft+MkXjP90mnxq8mtG+zHNB03/Bv3MuTCw4sbfSP7bVy2RZZkERERETkK9ZXUVxI/6E99pd5UyPyqUV983AW0GoaxEVgP7AJ2A4VAMVAJNAMtgJO2Lw6JQAYwEpgAzAHSupDl96ZpvtCF4zvENM2thmH8gLYvQB1xATDHMIxngeeB1aZpHrF0whdLK88EbgCuoOOrpnqBb5mmWdTB/SWwPA7cQefurCAS0HIicllSPNu3beBlZtJSLs18jaLGZB7eejces3Pf9kxsvFc4l0/LJnH1gBeZlrick7ufh/SE4GA7wcH2njmXvZmrBrzEE7u+y/eGPE6UqwZoW81mR83wdvvGusrJDD3AzKSlHSpkhjnquyWziIiI9A/rKsZbHaHfeG7PdYyK2kyIo0uvu5+00+NXkxxSxG+3/YiS5iRLMvQ0V3iM1RH8Zm7Ku1yT/Q8A5mW8we+2/4jtNcOZm7qIP+/6DvePfoCssO5+P8V/Kppj+L9t/0N1axQ3DPwbZyZ/iMPm4b1DZ/Ni3tW0eIOOc7RJiL2RRk8oicElfHviX/lP/sXEuipYXzmuUzlcrTB+L5y+C6IaAVxdeVo0uuDzQbB6MDT0n+6ziIiIiCVsdgdBkQlWxxARERERCXjVrdEUNiaTEtL5SzfPTX2XDwrnWPK+giM4vN2NFvPcEyho2Ex66MEezyIiIiJyAuornZj6SnI8/aKv1FsLmV/lBCZ+8dHT/gb8uKdOZprm04ZhTAGu7+AhwcB3vvio++IbQQltSxZHAinAaOB4V0Qdy89M01x8EsdJADBNs8kwjJ/T8W+YIgEvJyLX9/mpcau5Mutl0kIPAfBGwbxjljHDHbWEOerbfYQ76nyfFzclsaZ8Ik/s/h4fFp/JjYOeITMsv0eekwS2KQkrCXE0Mixqp29sbcWEI/YbE7MRw4BJ8Z/y973X+y5EtuEhyN5Mo6f9zW7CnXXdG1xERET6tDXlVrw80j+Vt8TzrwOXc93A5y3LkBV2gIfG3sOjO25nS/Uoy3JI55yV/D7XD3rOt31a3OekhRQwNWEFF6W/yZnJH/L2wfO5IusVol3VFibtmP31mfx513eYkrCSc1Lew2Vv9T12Tur7ZIYd4IHN92MzvL7fzSfErmFtRdvXqykJK31fu5YVz+DyzH9xU84zVLVE8eqByzqUIawRTt8NE/dAcOuJ9z+RqtC21TDXZ0Ors+vziYiIiIiIiIiIiPjTjpphJ1XIdNrcXJ39Ir/f8d/dkKpztlSP4ifrf8XZKe8zImobbq8Dt+k4/KfpwOO1MzJ6K9nheVbHFRERkf5LfaVjU19Jjqq/9JX6QiHTKo8D3zdN0+zh834biAIu7uRx4cAUP2V41DTNX/hpLrHOs7Qt4TzE6iAi/pAeWsC4mHVckvE6gyNz2z22qXL0UY+5esA/uDD9rRPOPTNxKfdveoDqlihe2X8F56a+yynRW/2SW3ovw4AJsevajX0j499khh7gpbyrKGpKAWBszAYAQh2NnBa3mhWl0wCYnvQxV2a9zCv7r2Bp8UzML276Eu5QIVNEREROTk1rBLtrB1sdo19ZdGguUxNWMChir2UZIpx1/O8pj/DC3mtYVDgXMCzLIic2K+kjbsz52xHj8zLeYFjkDgDSQw9yy+CnqGgO/BVBd9UMJrc2h/tHPUCoo/GIxwsbk9laPZK7T3mY/PoMnt93HVMSVjAiahtrKyYyKDyXIRG7WFk6lRhXBbWtEXxYdCbzMhaytmKC7/ekY4mthTN2wpg8cBxxr83OC0rdT9jM91kbn8r64rNoNbu2wqaIiIiIiIiIiIhId9hRPYxZSUtP6tjT41czPHIb22tG+DfUSfCYDt49dB7vHjqv3biBl1PjPufijP+ojCkiIiL9lfpK0tv1+b6SCpmd1wR8zzTNI6+c6gGmaboNw7gSeAWYb0GEx4AfWnBe8TPTND2GYdxH298lkV7Pbnj5ycj/O2K8qDHJV4z7qgvS3uxQGbPeHcpju27DwKSyJYYrB7ysMmaAWrSkiN8+sdu3PSQnnMcfGdejGQwDTov/nPGx61hcdBYL8uczKnqz7/EZSctYUToNu+HmkozXiXZVc8vgpzgrZTHP7rmB3bVDiHDU9mhmERER6TvWV4w7YXlJ/MvExtO5N/HQ2HuwGT39GvhhdsPL9YOeY0B4Hs/suZFWb98skW189g5q8g//PpZz/u2kTLjAwkSdMz1xGd/OOfrN/6YnLj9iLDaosrsjdYnHtJEeWsCQyN3H3CclpIhLM/8NwMbKMeRE7OaWwU/ywt5rCHfUcsewP/BJ2Rn8z4hfsatmCAsKLua9wnM4P+1t1lZMOOa8aeUweQcMO+ifCnJhSiPjL/oT0SPWYRhwDXBu+ju8euAyPi6Zrq+tIiIiIj2goewAa5+4sd3Y1HsXYdjsFiUSEREREQlcO2uGdun4awa+wD0bHurR1z73Ln6Sg5+85ttOHHM2Q+fd2W4fGx6mJKxkXsYbpIce7LFsIiIiIgFEfSX1lfqE/tBXUiGzc5YDt5qmuc3KEKZpthiGcQnwAHAPPbP0QSvwA9M0/9ID55Ke8yrwE2C81UFEusumqiNXx5yeuIyrBrx0wmNNExbkz+fWwX/h8V3fo6w5gT/s+CHz0hdwRdYrll5wLUcqLmnm40/LfNsNjR7LsjhsHs5NXcSZSR/isrf6xkdGbSU+qJTR0ZtIDC71jQ8M38cDo+/nk7Iz2u0vIiIi0hnHKy9J99lXP5BFh+ZyXtq7VkdhZtIyJsauYXnpND4qmk1+Q6bVkfyqav9GKnau8m2nT7nCwjSdMyVhBbcO/kuf+j3SbniPuirm8fx4+G9w2Vo50JDJbUMfIyG4jIvS32RJ0UwWFMwnNeQghxrT2FY9gs1Vo9ofbMLgQpi8E7JKjz5/Z5iGybZ0g40j6rj9zLuICS5r93h8cDnfGfIXLkh7i3/u/ybrKsajFWhFREREuo+nuYGy7R9bHUNEREREpFcoakqmqiWKaFf1SR0/MHwf0xM/ZlnJzK+MmqSEFFLYmEJ3vBZaX7Kv3c/8oQlZvs8dRiszEpdxUfpCkkJK/H5uERERkV5CfSX1lfqaPt1XCuRCZiBdnbQbeBB4wYIlf4/qixz3GYaxkrbliAd24+nWA7eYpvl5N55DLGCapmkYxt3AIquziPiL1zTYX5/Fzpqh7KwZesQFnONi1nFzzlMdugi21h3BxRn/IdTRiMvW4ht/o2A+++qy+cHQPxLurPf7c5C+4+vlSpthMjvpI6YdZfUbw4DJCZ/0VDQRERHpY1q9jqPejER6xiv7r6DWHcHclEVEuWoszRLurOfc1EWcm7qI3TU5fFQ8m0/KzqDJE2Jprv5uasKKPlXGPBmXZLxOqKMRr2kwMXYNY2M2ApBbO4jV5aeRGnKIM5M/5KOi2TR6QnwrvRpeGH4Qpm6H5Kqu5zCcLUSfvoS4We/QYk9hhK2FhK+VMb8qI6yA/xnxa3ZUD+WlvKvYVdu1O8+LiIiIiIiIiIiIdJ3BhsqxzExadtIzXJH1Cp+WTaLZG4wNDzflPM3s5CVUtUSxpeoUNleNYnPVKCpa4vyYuz2XrZkzkz/kgrS3iAuq6LbziIiIiBxFIL2Br76S+kp9Ul/vKwVyIfNNYCIw54uPKUBPXjlmAkuBJ4FXTdP09uC5O8w0zUWGYYwE7gRuB/z5228+8CvgL6ZpWrfMmHQr0zTfMwxjKTDT4igifrGrZghvFMxjfeWRN1IYErGTO4b9AYCy5jiqWqKpaolmWNQOwh1HFisjnbW+z4Nsze0e21Q1hk1Vo1Wgk06bl/EGdiMgf6wQERGRXmxr9UgV7izU7A3mP/mX8NbBC5ie+DEXpL1FSkiR1bEYHJnL4Mhcrs1+nlVlk1lSNIvcuhy0yl/Pq2mNtDqC5b5cTdPE4Py0t33jKSGFDI/azgVpb5Fbm8P8jAWsqxiPzQuj9sOUHRBfe6xZO84IrSdu+rvETnsPR0TbhOMo7vDxw6J28sCYn7KmfAIv77+SgoaMrocSEREREREREREROUnP5N5IiL2R0+NXn9TxsUGVXJS+kDcK5nH7sEeZELsOgGhXNVMTVzI1cSUABxtS2VQ1ms1Vo9hePZxGT6hf8meEHuBPE79v+Y0uRUREpN9SX6kD1FeSrurLfSUjQArUJ2QYRhAwGTidtuVKxwGD8O8VZPW0LfP7PvCaaZr5fpy72xmGEQJcA1wLTALsJzFNC7AMeAb4t2mabv8l7J8Mw8gDsk6w2zLTNGd2f5qjMwxjEnAyrbIbTNP8u5/jdJlhGAlAyVfHCjacR0JckEWJxApFjUm8lHcVq8tP943Fuspp8bqoc0f4xs5OeY8bBj6LcYLvJo9suYuNVWPbjd13ygOMjLZ0VXj5iu27a1i26vCqJonxQVxyfpqFiURERER6RoM7hBf2XcOS4tlWR5EvGHiZGLeGC9PeZEjkbqvjtLO/PpMlRbNYXjqNene41XE65eDqBTRXHS66xg+fTmTGCAsTddy3sl/ggq+UEKW9wsZkUkKKWFY8nTOiV/PkK39mwrYQohu6Prc9poz1w5u5/OK7sQU1n/iADvCaBstKZvDa/kspb4n3y5wiIiIi/V1LXSUFq15pN5Y952YMm82iRCIiIiIigc/Ay/UD/845qe+f1PEtHif5DRkMitjbof3dXju5tTm+1TP31A3CY3ZsXZjyXZ/gPbicIRG7GBa1g1GDXcyemnhSuUVERCRwlZY3kz72na8PJ5qmWWpFno5SX+nE1FcKTOorWafXFDKPxjCMSGA0bcvfZtL2lygTSAHCvvgIpa2pbgBNX3xUA4VffOwDtgCbgS2mabb27LPoHoZhxNLW1B8PjAAGA9FABBAMNAK1QAWwE9gGfA58aJrmkcvEifQiKmTKl9aUT+A32+887j4dLVW2eJy8V3gOC/LnU+9pu2j5t+P/m4uCT0MAACAASURBVLTQQ37JKiIiIiLyVS1eJ9UtUW2rurdGt33+lT+/XO29ujWKFq9+1wlkQyJ2cmH6m5wat8bqKO3srsnhvk0PWh2j37go/Q2uGvBPq2MENG9zEKXL51L+0QVQF3HiA04gKC2P+DkLKRpYTr0ZyvjY9X5I2V6L18l7h85hQcH8XldwFhERERERERERkb7CZH76Aq4c8MqJd/WzBncI26pHsLlqFJuqRlPYmMLXOwvB9kYmxX/KjMRlDI/a0eMZRUREpGf11kLm0aivdGzqK4n08kKmiMjRqJApX9pbl83dGx457j5OWwt3DPsDE2LX+ca8psGa8onsq8/miqx/tdu/rjWMf+7/Jh8WzeHp028k3KmfCUVERETk5KwqPYOSpkSqW6PaFSyrWqJp8ITi35vsidVSQw5yftrbTE/8GKctMG7w96O1v+FgY7rVMfqFWUkfccvgp6yOEZA8DWFULDuHimXn4mnoehEzbMhm4s58k7BhmzAMyK0dRE7EHj8kPbZdNYO5f9MvuvUcIiIiIiIiIiIiIsczI3EpNw9+CrvhtSxDWVMcm6tHsblyFLXuCKYmrOD0+M8ItjdblklERER6Vl8qZIqIHI/D6gAiIiLdJdZVccJ9Wr0ufrvtR3x3yBNMiv+UFaVTWVhwEYca04hw1HB55r8wvnIdfLizHgOTGFcFYQ6VMUVERETk5DR7XPxp5/cxsVkdxTJ2w02ks4YIZy2RjhoinYc/gu1NbK8ZzqbK0TR7g62O6heHGtP4a+7N/Gv/5cxNXcRZKYsJt/h3iplJS3kx71uWZugvalojjxhr9rho8brwmHaiXdUWpLKWuzaS8iXnU7n8LLzNoV2bzPASOe5T4ma/SUjmvnYPDQzf27W5O2B/fVa3n0NERERERERERETkeJaVzKS6NYo7hv3BsgJkfHA5s4KXMitpqSXnFxERERER6SkqZIqISJ9kmlDeHNehfb3YeWzX93kx72oqW2J947XuSIqbkkgOKfaN7a7Nobw5jl+OvatdUVOst313DUtXlvm2E+OD+MYFaRYmEhERETm2A/WZfa6M6TBa25UqI5y1RDpriHJW+z7/6mMnKiOel/YurV4HW6tHsr5iHOsqxlPanNhDz6b7VLdG88r+K1mQP5/ZyR9xXuo7JASXnfjAbjAtcTkv778Sj9k7XiI8uHoBzVWFvu344TOIzBhhYaKO21w1iu99/hgtHhfN3iBavU5MbCQGFXP7sEf7VSGztTKO8g8voPKTMzFbXV2ay3A2Ez1pKXGz3sYVX3LUfWyG2aVzdERubU63n0NERESkr2upq6Rg1cvtxrLn3IJh61u/O4uIiIiIdKcNleN4YPP9/Hz0T3Ha3FbHaWfV5+Vs3Hr4tfChOeHMntr73/cREREREZH+qXdcbSUiItJBBxtSWVU6mZWlUyhqSunUsV8tY35pd+1gXyHTNKHF4+LOEb/ukQs6pXNWr6vkjvs2+rYnjolRIVNEREQCRp07jOLGJEqaEiluSmJbde8okR1Pemg+c1MWcUr0FiKdNYQ6Gv1+DqfNzdiYjYyN2cgNg/7OgfoM1lWMZ13FeHbXDu7VpdZmbzDvHjqP9wvPZlL8p8xNWcTAiL3YDW+PZYh2VTM2ZgNrKyb22Dm7IvedR6nYucq3Pfamx3tNIbPFG0R5c1C7sdPiPuPWwX/pln87gailNImyDy6iavUM8HTtZWlbSB2x098jdvoiHBG1fkp48nbXDrY6goiIiEiv11xdzMZn72g3lj3nZovSiIiIiIj0XnvrBtHqdQZcIXPhe4f4/ZO5vu1rLs1UIVNERERERHotFTJFRKTXK2uKY1XZZFaVTiavPtuvc39aNgmb4aXV6/R95Nbm4DYdzE7+iBhXlV/PJyIiIiJ906bK0Ty28za82K2O0iUGXsbHrmNu6iJGRW/p8fNnhuWTGZbP/Iw3qGmN8K2cualqNI2e0B7P4w8e08HK0qmsLJ2K02ghLfQg2eH7yArbz4CwPDLDDnRrYW9m0tJeU8jsKxxGK1dnv8iMxGWUNCVS2pxAhKOW1NBDRDqtLxf6W9OhdMoWz6dm3WQwu1aitodXEzfrbWKmLsYeEhhF1np3KIWNnbshlIiIiIiIiIiIiEh3ctparY4gIiIiIiLSp6mQKSIivdb6irEsKJjPzpph3XaOtRUTj7g4OdxRy/eH/kllTBERERE5oWaPiyB7C5MTPsFmePnTzu/jMXvfyzGh9npmJi3lnJT3SAopsToOAJHOWmYkfcyMpI9xe+1srxnuWz2zuCnZ6ngnpdV0kVef3e5GMwZeEoNLfAXNAeF5ZIXtJy6owi/nHBeznihnFdWt0X6ZT04syN7M+4Vns7tmMONi1zMmZmOfLGI2HhhI2fvzqd10WpfnckSVE3fmW8RM/hCbq8UP6bquwR3C3rqBrK2Y0KtX6xUREREREREREZG+xcAbcKtjioiIiIiI9DW97wpAERGRL6ytmNCtZcxgeyMe006r1+UbGxC2j/8e/jsSg0u77bxycpISg5g+Kd63PSQn3MI0IiIi0t81uEP4Z943mZu6iLTQQwBMiv8MG14e3Xl7ryllpoYc5JyU95iRtIxge7PVcY7JYfMwKnoLo6K3cN3A5yloSPOVM3fUDAMMqyOeNBMbxU3JFDcls7r8dN94hKOmraQZnseAsLaSZlroQWyG2an5HTYPUxNX8PbBC/wd3e+is8Zgsx3+txMcHZjF2wFh+yhuSjrqqq1jY9YzP30BQyJ3dfr/VW9RnzuMsvcvpn7HmC7P5YwrJv6sN4g69WNszsC6gOieDQ9R2JRqdQwRERGRPsMeFEr88OlWxxARERER6fUcAVrGzM4Ma3ddz1Bd1yMiIiIiIr1Y77j6T0RE5Chshrfb5g6yNXHfKb8gIzSfHTXD2Fw1ilavk6sGvITL3tpt55WTN3dWMnNnBeYF2SIiItK/rKsYxzO5NzIsaoevjAlQ1xpGgyeUxOASChsDt8Rj4GVMzEbmpi5ibMxGq+OclPTQg6SHHuSi9Df5sGg2T+fe1OdWsKt1R7KlehRbqkf5xpy2FjJC830raQ4IyyMz7MBxy7Re0+CM+E96RSFzzA1/sDpCh8xKWkJe/QCWFM8+4rGa1kiGRe20IFX3Mk2o3z6G0vcvpnFv12+cZE86RPLZ/yZy/CcY9u773b8rzkj4hNfzv2F1DBEREZE+IzQ+k2n3L7Y6hoiIiIhIr+cyWqyOcFS3XDuQW64daHUMERERERERv1AhU0RE5GvshpsfDv89gyL2AjA6ZjOjYzZbnEpEREREAl1NawTP7b2OlaVTsOHl0szXqGqJ4vPyU1ldfhrbqkcE9MqYwfZGZiQuY27qIlJCiqyO4zdnJn+Ey9bCn3d9By92q+N0q1avi711g9hbNwiK28YMvCQHFxEXVE6TJ5gmbzDNniCaPME0e4No8brozSuIBhq74eaMhE/ICMtnSfFsDLwE25t8Hwcb0thaNYKR0dusjuoXptegdvNEyt6fT1P+oC7P15JcysDznydi1BoMW2CvIDolYSWv51+C/v2IiIiIiIiIiIhIIHHadKN5ERERERGR7ha4VwGKiIicgI3uWSXjlsFP9tqVgERERETEOvdseIjS5kQAYlyVPLn7FnbWDA34lRmTgos4J+U9ZiYtJdTRaHWcbjEtcQUuWwt/3PmDgC7FdgcTG4VNqRQ2Be6qrH3JmOiNRDprGRG1nb+fcd0Rq5N+XDKNNw9e2OsLmabHRs26Myj7YD7NhRldns+ZnUvY7EWkjF6BEWD9xkZ3MPkNGdgNDzbDi8NwYzc8OGxuUkIKA3rFYxEREREREREREel/VMgUERERERHpfv3rCjQREZETuGrAi0xPXG51DDkJjY0eauvdvm2H3SA2xmVhos6rbomkoCGd/IYMChtTmBi3hlHRW6yOJSIiIh1wqCHFV8YEKG+Jp7wl3sJEJ2IyKnozc1MXMS5mPTYjsFei84fT41fzY9tv+N2O/6bV27t+TpQ2LXWVmJ7DF5I4QiKwu0IsTHSkqYkrfJ9/vYwJMD1xOZ+Xn8qB+gwyw/J7MppfmG47VaunU7Z4Pq3lSV2eL2zYRuLP/g9hOTv8kK57hDiaCLE38kHRHD4umU6jJ9TqSCIiIiJ9ktfjprWuot2YKzIBI9Du2CEiIiIiEuACtZBZV++modHj2w4OshEZ4bQwkYiIiIiIyMlTIVNERHotw88XjZ+b+g4Xpr3p1zml5/xrYQE3/3idb3vimBhWvjXTukCd8OiOH7C1eiQ1rVHtxt8rnMvIqC1cnvUvhkbusiidiIiIdMSOmmFWR+iQIFsT0xKXMzd1EemhB62O0+PGxW7grhG/5Nfb76TJE1hFPjmxT35zCRU7V/m2x970ONln3mRhovZC7A1MjF1zwv1uGvQ0L+VdxfyMBaSEFPVAsq5rK2LOoOz9i2mtSOjyfBGjVxN/1gJCsvb6IV33qWmN4J2D59HgCaXeHUZ2+D62Vw8P+JWPRURERHqj+qJcPvjxmHZj819sAMNuUSIRERERkd4pUAuZD/5+O79/Mte3fc2lmTz9+wkWJhIRERERETl5KmSKiEivZXBkITPI1sTc1EUYmCwouLjDc50Rv4prsl9AN1oWK+yryz6ijPmlrdWn8NNNpzA2Zj1XZL1Cdnhez4YTERGRDgn0QmZCUAlnp7zPrOQlhDvqrY5jqZHR27h75MP8cutdNHjCrI4jfchpcatx2U98oUuUq4bz0t5hQ+VYNlV6SQ8tID20gChXTQ+k7By/FjENL5HjVxF/1gKCUwv8E7CbRTprSQkp5Mndt+BFRQAREREREREREREJfIFayBQREREREelLVMgUEZFe66uFTJetmbNT3uei9IVEOmsBCHE08s+8q044z8ioLXx3yBPY/LziZkccakihoiWWU6K39vi5JXDYDO8J99lQOY4NleM4Le4zLst8lYyw3nEBs0hPcXvt7KvLZmfNUMIc9cxKXmp1JBHpB2paI9hePZzE4BJ2VAdiIdNkRNQ25qYuYmLsGkt+3g1UQyJ3c9+oX/DwlrupdUdaHUf6iKmJKzq8b1bYAbLCDnRjmq5pK2JO/6KImdi1yexuok9bRvychbgSiv0TsAfNSPoYLzae3H2r1VFERERERERERERETshla7E6goiIiIiISJ+nQqaIiPRahmHiMFqZk/wB8zLeIMZV1e7xeekLcdlaeG7v9cecIyssjx8N/y1Om7ub0x5W1RLFqtLJrCidyt66QcS6ynns1Nt0gXw/5jA6/vdvdfnpfF5+KlMSVnJp5mskh/S+C5pF/KmkKYEndn2XPXWDaPW6AJib8q7FqUSkv4h01pIVtp8X866mpLmLhSU/ctpamJqwgrmpiwK68GW17PA87h/1AA9tuYeq1hir40gvF+OqYGRU77/RjumxU/WZf4qYhrOFmDM+JO7Mt3DGlPspYc9bUz6BV/KusDqGiIiIiIiIiIiISIc4Da2QKSIiIiIi0t1UyBQRkV5rXMx6zk19l7igimPuc27qIpy2Vp7JvRETW7vHEoJKuGvkLwl1NHZ31HZ+u/1H7K4d4tuuaIljQ+VYxseu79Ecfc0V89I5b06yb9thNyxM0zkdWSHzq0xsrCidxqrSycxMWsolma8TH9R7L3AW6YrFhWexo2Z4u7Ege7NFaUSkPzIxiHTUYDc8eExrX2aJc5VxVspizkz+kAhnnaVZeouMsAJ+OvrnPLjlXsqb462OIydwxo9fx/QevpmJIzjcwjTtTUlY2atvsuPPIqYtqIGYaYuJm/kOjshqPyXseXXuMJ7bcx3LS6cBvef3SxEREZHeKiw5h/OeLGg/aNiOvrOIiIiIiMXsX9x42+r3ho7GaQvMQua9PxzOj75z+HqpIJd+3hcRERERkd4r8H4bFBER6aCR0ds6tN+c5A8Jd9SxsXIMzZ4gmr1BtHhd3DDo2SNW1ewJs5KWtCtkAnxUNFuFzC4KDrYTHGy3OsZxub12HDbPEeNnp7zPM3tu7PQL9V7sfFR8Jh+XTGdO8gfMz1hAtKv3XvAs0lktHidLimcdMR5kUyFTRLpfbu0gFhZcxOflpx5x44+eZTI0cidzUxZxWvxq7J280UN/UdyYyLbqEUxJXInraxcipIQU8bNRP+Nnm35GeYtKmYHMFR64K5lOTVhhdYST4s8ipj20ltgZ7xI74z3sofV+SmiNdRXj+Gvut6lsibU6ioiIiEi/YbM7CIpMsDqGiIiIiMhRjYneQJM3mJ01wwixN3DdwOf4y+5brY51VIFayAwPcxAepkuWRURERESkb9BvNyIi0i9Miv+MSfGfWXLuVq8Dh+HG+GJBjckJq3hh3zU0ekJ9+6yrGE9FcwyxQZWWZJSe8cutdzEv4w1GRW9pNz47eQmpIYf4/Y4fUt0a3el53aaTRYXnsqR4FuekvsdFaQsJd/buC6BFOmJV2WTq3BGE2euo9xxeIUsrZIpId9pQMYaFBy9iW/UIrFwxzWm0cEbCJ5yb+i7Z4XmW5egtkkJKqG6N4q71v2RO8gfMSfmgXTEzIbiM0+JX8+6h8yxMKb1VRugBBoTvtzpGp5geO1Wrp1P2nh+KmBFVxM1+i5gpH2APbvJTQmvUu0N5fu+1LCuZARjEB5WSHlrAhspxVkcTERERERERERGRbhZibyAlpJC9dYN8Y1HOKq4b+ByTEz7hpX3fpLw5jp+M+BW7awdj5ftEx+OytVgdQUREREREpM9TIVNERKSb1bZGsKlqNNuqR5BbmwOA12y/ipIXO8tKZnBxxgIrIkoPKGhIY0v1KLbXDOfGQc8wO3lJu8eHRe3kobH38Lvt/93uxf3OaPYGs7BgHosLz+L8tLc5L/UdQh2N/ogvEnBMExYdmgtAelgBO2uG+R473gqZje5g/r73ei7P+hdxQRXdnlMCh9c0KGxMIcJZS6Sz1uo40st4TBurSifzZsGFHGjIsjRLjKuirVCY/AFRrhpLs/Q2QyJ3890hT/Dwlrt58+CFXJS+kDOTP/QVM4dG7lQhU05Kb1od059FTEdkBfFnvUH0GR9hcwXmHdc7Y0PFGJ7KvZlGTwizkpYwLXE5A8LyuGfDQ1ZHExERERERERERkR4wMW4N3xvyBDuqh/LOofOIcNZy1YCXCHM0ADA+dh3npb1DtKuafx24nCBbE9cP/Dv/2PetdjcQtlqgrpApIiIiIiLSl6iQKSIi0s1igyqZmbSMmUnLaPE62VY9gnUV41lXMZ6y5gTffh8VzWZe+hvYDNPCtL3XoiVF/PaJ3b7tITnhPP5I4KxisrxkGgAe08FTubdQ1JTMlVkvt/v/HR9UzveGPM6P1v2uS+dq9ITy2oHLeO/QOVyUvpCzU94nyN7xOyCaJnix4THteLx2PNjxmjbcXkfbn2bbn8H2Jq3qKpbZXTuYvPpsADJC89sVMo91x8+61jB+ue0ucmsHs7NmKPePekB/h/uoVq+D/IYM8uoGkFc/gH112Ryoz6TZG0xOxG5+OurnOG1uq2NKL9DkCWJJ8SzePnh+u5/brJATvptzU9/l9PjPcNg8lmbpzXIi9nDPKQ/x8Na7eW7v9SwsuMhXzBwSsQswCdQ7WgtsfPYOavK3+rZzzr+dlAkX9GiGIFsTzd5g37aBl6mJgV/I7JYi5uSPsDl7/4U9De4QXtx3NeUtcVyd/SKnxn6Oy972vJ7Y9R0Km1ItTigiIiLSPzSUHWDtEze2G5t67yIMm92iRCIiIiLS35we9xnQdkPtYVE7j3j8yzG3105e3QDuPeVBBkfmYjO8/Hn3d3s06/EEaiHzyef38tqbB33bZ89M5M7vDbUwkYiIiIiIyMlTIVNERKQHuWytjI3ZyNiYjdww8Fl+tvlnvhJRaXMim6tGMSZmk8Upe6fikmY+/rTMt93QGDhFBa9psLJ0SruxhQXziHJWc37aO+3GPy8/1W/nrXVH8mLet3jz4IXEuiraCpZf+/hqwfLLPz1mx35EzAg9wP+N+x8MdRbEAgPC8rhr5CNsrBzDoPA9fFB0lu+xdw6dx6T4T30X0gNUtUTx8Ja7fSvbFTWl8Ist93H/qAeIcVX1eH7pPg3uEO5Y+wdqWqOO+nhu7WCe3XMD3875a5/9+rWvbgDlzXHUucOpbY2gzh1OvTuMOnc4F6a9yaCIvVZH7DWe2PVdVpefbtn57YabSfGfcm7qu+RE7LEsR18zKGIv957yIA9tuYfKlth2xcwYVyWVLbFWR5RjqNq/kYqdq3zb6VOu6MGzm+SE57Lna6vZD4/aHtCrbquIeXxVLVHsrBnKZVmvEu2qbvfY8pKpfFwyHbvRdhOHjv6eJCIiIiInx9PcQNn2j62OISIiIiL9VIi9gTExGzu0b2lzAneN/CVpoYcAmJH0MZ+Vn866igndGbHDArWQue9AfbvrerLSQy1MIyIiIiIi0jW6ikRERMQihgG1rRHtxrZXDycz7AB1reFkhBVYlEz8bUfNsCNW1UoKLmJW0pIj9v16cdMfalqjjllM6or8hkz21WczMHyf3+cWORGX/XDBveYrX0vjg0rxmjae2XMjtw7+C4YBZU1xPLT1Hgob269uVNiYyi82t5Uyv34BvvQOHtPGgfpMssPzfGOv519ywq95S4tnctWAlwh31ndzwp5nmvDwlrupdUce9fHPy0/lyqyXOT/tba3K3QHbq4dbct4oZxVnJn/IWSmLVRrvJtnhedw36hc8uPleat2RvmKmyNGZTE1YwdqKCZjY2j0yNSEwV8dsK2JOo+z9i2ktT+rSXI7ICuLOWkjMGR9icwXmhTwnK9pVzenxq48YL2xM5pk9baszzU76iMVfufmHiIiIiIiIiIiIBL64oDKCbM0cakzr0P7jY9fhtLk7tG9KSNERYzcNepo7q4dS7wnvVM7usLrsNKYlLNd1RyIiIiIiIt3IduJdREREpLtUfGX1nfExawl1NPDfa39HrTviOEdJb7OiZGq7bYfRyh3D/kCoo7HdeH59OvkNmT0ZrcuWFs+0OoIIEY5arsh6Gbvh5vtD/0SdO5xlJTP5oGgORY1J/Gzzz44oY37pUGMaD265l7LmOHZUD2VB/jx+tfV/2F/fu/4t9ldvHzyfX2y+j/11bf+/ihqTePfQuSc8bkLs2j5ZxgQoa44/ZhkT2lb3ejHvW/xy611Utfi/rN+XHGxIPe5/y+6QHbaX7wx+gsdOvY3Ls15VGbObZYUd4P5RDxDl1H9nOR6T+ekL2FkzlEZP+7t1O40WJsV/alGuozM9dio/mUnug7+j8J+3dqmM6YisIOkbfyfn/tuJm7Goz5Uxj8XttfNM7o3khOdyccZ/cNlbAP8tqx1ib/DbXCIiIiIiIiIiItImxlXBlIQV3JzzJI9O+AGPn3obD465lwFhh28wbeDlrhGPcF7q28QFlbU7vquv9cYGVXLtwOe7NMeJGHiZFP8Jl2a+yrmp7xxzv6KmFO7d+CCflE7q1jwiIiIiIiL9mVbIFBERsUijO5gmTwgA0c5KipuSWFc5AYDUkENH7N/qdVDdEkVVazRBtmbdye5rThsfw6MPjvFtJ8YHWZjmsBavk0/L2r/Ife3A59ut5val7lgds7utLJ3CNdkvdPhOkSLdwTDg4owFTE1YQZSzmoqWOAD+vvd6wh11VLdGH/f4goYMbvv88XZjl2a+1m15xT8ONabw6oHLaPW6eGTr//LzMT/lpbyr8Jgn/jV3dvJHPZDQGvvqsju036aqMfxk/a/47pAnGBOzqZtT9U47aob1yHnshptT4z7n3NR3GRq5q0fOKYdlhBVw36hf8IvN953w+4VYL+e822mefIVvO27I5G49n4GXa7Jf4NOySZQ2Jx7x+PjYdUfcZMUqWhHTfw42pvGDYX/kQH0mp0RvBWBG4jI2Vo5hY+UYdtQMw206T2ruCEcNPxz+ex7YfD/+LHmKiIiI9AVBUUmMueHRr43qZyYRERERObooZxUjorYxImobI6O2khpaeMQ+oY5G7j7lYX626WccakwjM+wAY2M3MjZ2I9cOfIHc2kF8WjaJTZWjGROzscuZZiR9zGflp7OuYkKnjksOLiTSWcOu2qHH3CfMUcf3h/6JsV/kbPU6WFU6+ZjvbTR7g3l05+3srh3M1dkvYje8ncrUHebNTWVARphve8gg61cTFREREREROVkqZIqIiFiksiXG93lVawxVrW3bBl7eKJjnK19++We9u+2FyPigUn4++qeWZA5kwwdHMnxwz65i1RHrKsbT4Dn8gvKk+E84K3kxALtqBpMTkYvNMDFNWFXavReUd4d6dzhrKyYwKf4zq6OIkBBcRn59um/bYzo6VK5x2ZqJdlXh9jp8ZU5bALwhJcfmNQ2e2n0zrV4X0PZ99Kcbf+77Xno88UGlfnlDNVDtrRvY4X2rW6N5ZOvdXJD2JldmvYzD5unGZL3PjuruLWRGOGo4M/lDzkpZTFxQRbeeS44vPfQg9496gAe33EvlV1awl8CTdtr8HjuXgZebc55ia/VIdtUOJcTeQJMnGBObb5+piSt6LM+x+LeIWUncWW/02yLml7LCDgD4ypgAmWH5ZIblc2H6WzR5glhXMZ4X911NeUt8p+a+duDzjIjaTmboAQ40ZPk1t4iIiEhv5wqPYeDZt1odQ0REREQCVISjhuFR2xkZtZURUds6fBPzSGctd498mJ9u/jkjora1eywnYg85EXsg+0W/5bxp0NPcWT2Uek/HyobjYtZx29DHeHjL3UDba9NffR0a2lb//Omon5McUuwbc9rcnJWymNcOXHac2Q3eOXQ+efUD+MHQPxLtqu708/GnMybGccbEOEsziIiIiIiI+IsKmSIiIhapOMbF3iY23j103lEfi3ZWcu8pD+qi/V5keck03+dJwUXcnPMUxhc39f6oaDb/2Pctbhj0LG6vg5Lmrl1Aq2er6wAAIABJREFUbZVlxTNUyJSAkRBcyn8NeoaPimZT3hxHjKuSKFd125/Otj+jXVVtH862P0PsjRgGvHbgG743rGyokBnIPiiaw46a4QCMit7E/vqsDpUxAWYnfYTNMLsznqUGR+zu9DFvHbyQbdUj+J8R/2f5G7GBpLtWyAy2N3J55r+Yk/IBLlv/LTwFklavA5vh5ZKM1/nbnv864kIH6X9sePjOkD8T7apiRW7bz/NnpSwmKbiYv+Z+GzAIc9QxLma9ZRlNj53qz6dS+t4l/ilizllIzOQP+nUR80TcXjsbKseysnQKaysm0OINOmKfWFe57wYfXzc6eiPTvijxTklYyYH9KmSKiIiIiIiIiIh0xJSEFXx/6GMnfXx8cDn3jHyo3Y3Tu0tsUCXXDXqOJ3Z977j7GXi5OOM/XJr5GjbDZEBYHtdkv8Daigm8efAi3z4zkpYR6awh1nXkdUJnJS/mjfx5tJquduPB9kZiXRXEuiqICyonNqiCPXWDmBC7zn9PVEREREREpJ9TIVNERMQimWEHuHXwn9lXl01e/QDy6gbQ7A0+7jFjYzZQ1RJNrKsCl10Xyga6mtYINlSOBcBhtHLHsD8Q6mj0PZ4Rls/SklncveFhkoKLjzVNwNtQOZbKlmhiXFVWRxEh2N7M2SmLOTtlcaePbfIc/hps9OHCXm9U0RzDoztvZ0BYHtnh+3gp7ypC7fVcO/B5DEw2V40+6t1iv86Gh5lJSzFNcJsOnDZ3Dz2DnjMhbh3npr5zzJs7HMveukGUN8epkPmF8uZYSpsT/D7v+Ni13DjoGd1cI8CsrxjH73b8yOoYEiDshpvbhjzGGQmfAjAmegMbq8YwPfFj0kMP0uQJ5oV91zAp/lNLVhY2vQY16yZT+u6ltJSmdGkuFTE7Zlv1cFaWTuGzstOpc0ccc7/hkdv4ychf8djO21hTcWq7x4JsTdyU87Rve3LCKl7ef6UK4CIiIiIiIiIiIh0wMXZNl+dIDS0kNbTQD2lObHricj4tm8S6iglHfTzE3sB3hzzBqXGHn9e3B7e9fmgYJm8evIissDz+a9DfGBq5i5rWCLbVjGBszMZ280S5arh1yF9o8biIDTpcwPzqdSkiIiIiIiLSPVTIFBERsUiks5aZScuYmbQMAK9pUNiY4ito7qvLJq9uAPWecN8xS0tmsbRkFnbDTVbYfoZE7CInIpchkbtICCr1rbzYH23fXcPSlWW+7cT4IL5xQVqPnd9rGmysHEN2+D5fmeXTskl4zLYft67JfoHs8DyKGpPYVDWaiuZY9tQNAtpWRS1q6trF1FYysbGiZCoXpr9ldRSRLmn2HF7lyECFzEBhmvDk7lvYWTOMnV+sWDg+Zi035TxNmKOeH679PQBpoQdx2VrY+8XX1qMZF7ue3Noc3iiYx+VZ/2JU9GYKG1NICz3UI8+lp1w14CV21gw97n+Lowlz1HdTot7B7bXzefmp1LRGklubA/jvB6toZyXXD/q7VpQOUKfFf056aD4FDRlWR5ETOLh6Ac1Vhy+YiR8+g8iMEX6b3264uX3oo5wW/7lv7DtD/syTu28hPfQgAOenvUODO5RR0Zv9dt6OME2o3TyR0rcvp7kws0tzqYjZMZ+Vncbze6+lvCX+hPsaePlW9j8Itjfz4xG/5eW8K1hQMJ8vv5dclvUqicGlvv0TgssYHLGbXbVDuyu+iIiISK/TUldJwaqX241lz7kFw6abWIiIiIj0ZzY8jI7ZZHWMTvt2zl/58bqh1LvD242nhhzkR8N/e8z3JwdH7OamQX9ldvJH2L64iXCks5ZQe8NR95+SsMq/wbvRqs/L2bj18M1hh+aEM3tqooWJRERERERETp4KmSIiIgHCZpikhR4iLfQQU1kJtF10W9qcQF7dAPbVZ7Ovru2jujWavXWD2ooWX1yPHOWs4uoBLzI9abmFz8I6q9dVcsd9h+8GOHFMTI8UMgsbk1laPJPlJdMIdTTw63F3+h5bXjINgAmxazg75X28psGfdn6fPXU53Z6rpy0rmcEFaW/161Kw9H7N3sOFTJvhtTCJfFVpcwJRrmrSQ/M52JDGmckfcuOgZzAM+PeBS6hoiQOg3h3GLcOe5L5NDx5zrk2Vo1lbMRFoK90+lXszl2W+2iPPoyc5bW5+MPSP/O+GR2j0hHb4uHBHXTemCnwrS6fw593f9eucBl5mJ3/EVQNeIsxx9DfKJTDMS3+Dx3fdZnUMOYHcdx6lYufhi0vG3vS43wqZTqOFO4b/gQmx69qNR7uq+eHwtvJ/VUsU26uH0+AJZUPlWAqbUkgOLiIpuJjYoEq/5Pg604T6HaMpeftymg507fcIFTE7573Cc3DZWjgt7jMyww6QGFzC+opxrCmfSKvpAky+LFxOTljFoIi9vmOvHPAKGWH5/GX3rWSE5nNe6jtHzD8xbo0KmSIiIiJf0VxdzMZn72g3lj3nZovSiIiIiIjVDLyMidnI2Snv98r3WGJcVVw38Dme2PU939iE2DV8b8jjx13B0maYzEn58Ijx1NBDeEwb9l78PvbC9w7x+ydzfdvXXJqpQqaIiIiIiPRaKmSKiIgEMMOAxOBSEoNL263SUtkS7Stn7qodwsbKsVS3RrO/Pgvon4XMntTkCeLTskksLZ7JjprhvvHLMl/1FRKLGpPYXTsEgEHhezAMWFI0s0+WMQEKGjLYWzew3UXIIr1NkyfY97lWyAwMRY1J3LPxoXZ3jg2yNWMYbd8LFxZc5BuvaY0kJyKXmYlLWFoy66jztZUn2vxtz39xSvQW4oIquu8JWCg5pJhv5/yVP+68vUP7G3gJ7YVvZvvTmwcv9Ot8qSEHuTnnKYZF7fTrvNI9To//jKdzb6LZG3zinaXPcdpa+PHw3zDma3dZr2iOYXv1cLbVjGBb9QgKG1M41uq5QbYmEoNLSA5pK2gmBRf7Po8PKvPdybwzGvYMpeStK2jY07XSqSOykrgzFxIzRUXMzvjfkY/gtLkBWFY8nX/mfZPKllgAEoJKqG6NIim4mKKmZK7MevmI46ckrCI5uAiHzX3E//9mj4slRUf/eUVERERERERERKQ/i3FVMCtpCbOSlpAQXGZ1nC6ZnricT8smsb5iHJdmvsY3Ml8/6bnCHfV+TCYiIiIiIiJdpUKmiIhIADJNqHVHEOmsPerjMa4qYmLXkx5awJryib7xendYT0Xsd0wTdtYMZWnJTD4pPeOIi/WjnFVMSVzp215ROtX3ud3moa41jH/mfbPH8lphafFMFTKlV2v2HF4h0ziJ0oT4X0lTYrsyJrR9fwR4df9l7b4We0wHjZ4QrhzwMqvLT6PBc+zviU5bC0VNKXgq7dS2hhPh7JsrQ05O+IQtVafwUfGZJ9w31N5wUmWhvuLz8okUNGT4ZS6H0cr8jAXMT1+Aw+bxy5zS/d7In6cyZj8VZGvizhG/5pTorZQ3x7Ktuq18ub16OEVNyRyrgPl1zd5g8hsyyW/IBNqK7qOjN3FWymLigzp30VBj/gBK376Cum3jOvt02lERs2ucNjfbq4fxwr5r2Fs3yDce7awkLfQglyW8ysKCizg35d1jXhh2rN+PXsq7isKm1G7JLSIiIiIiIiIi0lsNi9zOfaN+0atXgfy6b+f8lX112YyPXW91FBEREREREfEjFTJFREQCkGFAfn0GCwrmkxORy9iYDQyO2N2uKLGhcgyP7byNRk8Io6M3MiF2LaNiNlPaFI+BSXxwuYXPoOclJQYxfVK8b3tITvhx9u68tw5ewIt53zrm42envI/L1naRs2nC8pJpvscchpuX919JrTvSr5kCzarSyVwz8AXffweR3qbJqxUyA015cxwAIfYGGj2hANS2RtDqdbCkuP2qUqkhBzExiHZVc1nWqzy393qgrRznNp3t9r0w7U1Wl59GQUMGj+28jZ+M/FW777Ee09Zn3ui9buBz5NbmcLAxDYfhxmG4sds82A1P2+eGB4fN3emyUF/zRsE8v8wzLHI73875K2mhh/wyn/SM3TU5/Cf/YqtjSAdEZ43BZjv8cmZwdHIXZzSZnLCK5SXTeGr3zZQ0J9LRAuaxRDhqmJm0lDnJH5AUUtKpY5sL0yh553JqN57epQz2iCri57yhImYXFDcm8mLe1awuPw2nrZWciN3k1g7Gbri5LOtVKltiGBeznn/s+xbzMxZ0au4tVSN5v/DsbkouIiIi0nvZg0KJHz7d6hgiIiIiYiGnrbXPvEf3pS9vuC6QnRnW7rqeoX6+rkdERERERKQnqZApIiISoEZGbyMuqJxfb7uT/+RfQrijltHRmxgbu4GSpkT+feAbmNgA2FQ1hk1VY3zHxrrKeeK071kV3RJzZyUzd1ZXL8g+tjUVE4/5mNPWwlkpi33bubU5FDcdzrK/PqtdQbOvqveEs7Z8AmckfGp1FJGTcl7qO4yPXUeDO5QwR73VcQQob4ljYuznbKgc6xuraY2kwR2KiY0oZxUN7lDmZyzgovSFOG1uoK0k/1HRbPIbMkkOKTpi5UMTg/8d+Qg/3fRzNlaN5bUDl3J51qsArK0YT7CtiZHR23ruiXajIHsL/zf+J1bHCGjbqoeTWzu4S3OE2uu5asBLzEn50E+ppKc0eYJ4fNf38GK3Oop0wJgb/uDnGQ2WFM/2wzwmQyJ2cVbKYibFf+r7ftRRLWWJlL57KdVrpoJpO+kUh4uYH2JztZz0PP1ZgzuE1/MvYdGhubhNJ8Mit3PL4Cf5sOhMcmsH863sfxBsb+LSzH+zpnwC38j4N6GOxk7N/5fdt/p+lxcRERGRw0LjM5l2/+IT7ygiIiIifZbH1Gv1fdkt1w7klmsHWh1DRERERETEL1TIFBERCWDJIcX8Ysx9vF94Nl7ThmGYVDbH4LK1cNWAl7AZXgxMDMPEhhfDMDFNg5f3X2l19D6ltjWcXTVDjvn4jMRlRDprfdvLS9uXL5eXTOs3F9wuLZmpQqb0WqfHr7Y6gnxNRXMsE2LXsqbiVN9YrTuChi9WyxwcsZvT4lYzPWl5u+Pshpf/GvQ3fr75Z6SGHPIVMuelL2BtxQRqWiOJC6rg7lMe5qcbf87r+d9gYPhe9tdnsap0Mr8ef2fPPUmx3Bv5XVkd0+T0uM+4ftDfiXFV+S2T9IzSpnj+mfdNippSrI4ivVhWWB7fHfIEWWEHOn1sa1UMZe9dQuUns8B78i/T2sNq+H/27ju8qfNsA/h9JFmSZcu2ZHngvTCYacweAQIEEkIgZJHRzKZJk+bLaDOaNk2bNm2a1YymSZO22XsSoGQwAknYexkMxnhvWZ7a0vn+IBU4XrIs6Xjcv+vKBec973nPLWKMLZ/nfQznrYRu1noWYvrILQpYX70AH5VcjhZnBNRyC65NfQuLEr4GANRaYzEr5jssiF8P8Ycuqk2OSCwYtr5X93mj6HrU22L8np+IiIiIiIiIiGgwcHr5PqnNpcSBxvHQyM0YE3UkwKmIiIiIiIiIOmJBJhERUT+nUVhwcfLnvbpmrykPNpcSKjkfxvWH/abcbgsqFyes9fze6ZZjW930dueHSjEmABw0jUODTQe9yiR1FCIaBEZF5iNPvxcpYaVodkSgxaGF1a2GxRWKeHUVIkKa8X7JlcjV729XGA8AOZHHMCvmO0SrjACAy1M+xCXJn0ImuFFuTgIAJIRW4cExj+GPhx7G00d/BREyXJS4ClvqZqKoNQNOtwI3Zb4KQQj6S6cgOdWahgNndRnvjWhVPW7KfBUT9Xv9nIoCxS0KON6cjb2mPOxtyPvhcwH/gpPvMsJP4jej/4LwkN511na2aFG/fhlM3y2E6FT6fH9ZaBui562Bfs4XkKutPq8z1B00jcWbp67zbOAwLuoAfpb1L8So6z1zQuUW3JT5arvupxN0+yAX3J2uWWFOQKKmst3YbuNEbK6dE4BXQERERERERERENDg4xa4fZ220R2JPw0TsMU7EoaaxmBO7GTdn/SeI6YiIiIiIiIjOYEEmERHRIDTdsA0tTi1UcqPUUYLGYnGhpe3Mw7EKuQC9zveHm8+2tyGvy3MT9buRoKkCcLoY8+uqhWhxRvjlvgORCBm+qzsHy5JWSR2FiAaBKYadUMocyNQWtRs/3DgaoyLzYXcr0WCPxgsFd+DXo/8KmSC2m3d9xhv4tnY2rk57B0uTVgMApkbvQH7TKM+cjPBTuC/nSTx25EE4RRm+rZ0NtdyKGms8ACBPvxcT9PsD/EpJKqvKl8KXgrxz4zbi+ow3oJbb/B+K/KrNqcEB03jsbcjDAdP4If112mBgbzVBdDk8x4pQLeTKUEmyZGsL8OvRf4VGYfH6GpdZA+M3S9Cw6QK4bb7nFpRW6Od8CcO81ZCH9a4YlDoqbktDuTkZYYpWXJf+JubEfdthzlVp73XY8Ki7TWieOXYPLK5QzDRswczYLdApTfhX4c/AInAiIiKirrldTjhaG9qNKSNiIHCnLCIiIqIhwyXK2x2XtSVhT8NE7DZOwsnWTM9m2BcmrsG16W8DOL0Z449/Rkj9U2ubE2aLy3OsVskQoQ2RMBEREREREZHvWJBJREQ0CE2O3oVGe5TUMYLqw1XluOXeMx2qJo3XYcuauX1e1+mW44Cp685ZixPWos5qwMaaedhUMxcmu77P9xzoNtfMwdLEVewoR0R9ppQ5Oh23uEIxOuoIdEoTsrSFsLhCUWlJQJKmot08bUgr5sZtQpjC7BlLDStBqLx98czoqHzcOeJ5PHPsHpwb9w2uTPsADTYdjjWPRL3N4P8XRv1CtSUOO+qn9vIqEZelfIzLUj4JSCbyr6eP/hJ7G/Lg6mZHbRpYtj11CRoKtnqOc2/+B9Ln3xz0HDkR+Xhg9ONeF2W7bSo0bD4f9Rsvgtsc7vN9BbkDulnrYThvJRQRTT6vQ+0tTliLRnsUliatQpSy8z/Xrsa7YrLr0OYMx6qKZVhVsQxh8la0uXz/f09EREQ0FLRVF2L9ve3fi7/4HTMgyLu4goiIiIgGG7tbifymHOw2TsKehomeDVQTQit+KMYUMT9uA7K1x/Fm0bUw2qKxIvUDzyba1L89+sxRPPNyoef42stS8O9nJkqYiIiIiIiIyHd8Io2IiGgQClOYoZZbpY4xKBQ0j4DZFdbpObXcgjUVS7DflOvZiZGASksiCluyMDyisOfJREQ+sDhDMU53EFHKJoyKPNrt3LOLMQFAEICREcc6zJti2IWfZf0LBlU9gNNdr2bEbPNfaOp3VpdfBDe8f6hTgBs3ZLyORQlfBzAV+ctu40TsMk6ROgYNQmMiD+G+UU926JbYGbcjBKYtC1C/bhlcLX3YMEfmQtTUTYhZ9ClC9Ebf16FOKWQuXJfxlt/Ws7tD0OZs/z0kizGJiIiIiIiIiIh6VmVJwB8P/b7d2KjII7gh43Xcv+9JAMCGmvnYULMAAtz4Vc7TLMYkIiIiIiIiSbAgk4iIaJCSC26pIwwKexvyujxndYVin6nr80PZ5to5LMgkooDRqUy97lR1tlGR+XCJsg7/Vs6L/wai2Nd0NBAcNI3F5to5Xs9XCA78IvsfmB6zPYCpyJ9Wll0sdQQahHJ1+/DLnL912cH5f0SXHI07ZqPuq0vhNPWh07LgRkTeVsRc8DFUsdW+r0NB1WSPBCBIHYOIiIiIiIiIiGjAGx15GA+MehwtTi1GRBxDtSUeTY5IAIAIGZ4++itMN2zDVWnvIUZdL3FaIiIiIiIiGkpYkElERETUjb0suPTJ1roZuC79TSjl3T+sTkTki/SwU326PktbCLco67RWQmD9xIDiFgXIhN5V0e4yTsLzx+6EUwzxar5absEvR/4N43SHfIlIEjhoGovC1uFSx6BBZqJ+N+4Z+QwUMleXc0S3gOa9M1D3xWWw1w3r0/2043YiZvFHUCeU9WkdCq4Gmw7vFl8tdQwiIiIiIiIiIqJBweEOgVLuQLS8AY+M+wMAwOJUo9oajxprHKot8ai2xuNfhT9Drm4/5sZtgkZhkTY0ERERERERDQmCyPYfRDTICIIQA6D27LHy/YsRE62SKBERBYPV6kJLm9NzrJAL0EUp+7RmpWUYfrnnmb5GG7JuyvwPFg5bJ3UMIiIa5IpbUyFCQHp4cY9zv6+diZdO3AaX6N3+VFpFM349+q/I1Bb1MSUF0yMHH8bR5lFSx6AAsLeaILrP+ppfHQ65MjTg950avR3/N+LvXRZjiiLQemgiav+7AraqlD7dK2zEQcQu+QChqSf7tA71XY0lFnGhtT1PBOBwK7C2YjE+K18OqyvwH5NEREREg5Hb5YSjzdRuTKk1QODuWURERERDmIhHxz+ELO2Z90t3GyciV7e/283zqH9qbXPCYj3z/02llCFC690GqkRERDRw1BltSMpd++PhWFEU66TIQ0QUKOyQSUREQ0qNNRaV5gRkak8iIqRF6jjkR2q1HGq13K9r7jFO9Ot6Q807p67B2KhDGBZaLXUUIiIaxNLCS5DflIM3i67FksQ10KtMnc5bV7UAr568CSJkXq0bo6rFg6MfQ4Kmyp9xh5QmewRCFRYoZcHpmG13h2BvQx6ONucE5X4UfMpwXdDvOSvmO9ye/WKX3XhbC8agds2VsJZk9ek+oRnHEHvhBwgbfrRP65D//PvkzShpS8XYqEMYrzuAcVEHEaVs6jBvT0Me3iq6FtXWvnVFJSIiIhrqZHIFVBExUscgIiIion5FwJqKJbh75HNwuuX4V+HPsLl2LkZGHMXdI5/t9P066r/CwxQID+Mjy0RERERENDjwuxsiIhoSTPYofFa2HBuq53s6IsWpq5GlLUS29jgWDvsa3GSZzlZuTsSnZZdIHWNAs7nVeKHgDjwy7vfcnZKIiAJqVORRGFT1+NuxXyJXtx9LE1dBKT9TBLi6fAneKb4GgHdf8CVpyvCb0X/psriTelZhTsBjRx6EUmbH7dkvttu92l9qrTHY1zABp9rSUdSagQpzotfdT4m8MTfuG9yS9UqnxZiWsjTUrr4KbcfG9+ke6qQixCz5EOE5+/k9aT9jUNXjUOM4bKmbhS11syDAjZSwUoyLOojxugOICGnGu8VXY79pgtRRiYiIiIiIiIiIBq2d9VNQ2JKJN4uuw/GWEQCAY805eHD/Y/jlyL9heEShxAmJiIiIiIhoKBJEsfPd3YmIBipBEGIA1J49Vr5/MWKiVRIlIim1OTVYXX4Rvqi8ADa3utM5MwxbcOfIvwc5GfVnzQ4tHjrwKGqtcVJHGRSWJ3+KFakfSh2DiIiGAKtLhRcK7sCptnRclfoeZsVuwYcll/+wyYJ3lU7Z2gLcP/oJhCvaAht2EDvRnIUn8u9HizMCACCDC0sS1+Dy1I8QInP65R7Hm4fj8fwH0OYM98t6RD+2IH4dbs76T4dxuzEGdf+9Ak27z+nT+sq4csRe+CG043eyELOf+rR0OT4sXRHgu4i4dfjL+Kx0OWpt/P6TiIiIiIiIiIioMzK44Ia8w7hCcOCB0Y9jbNRhCVIRERERUWfqjDYk5a798XCsKIp1UuQhIgoUtg0gIqJBye4KwVdVi7Cy/OIeH9K+OHllkFJRIH35TTWefvGE5zg7Kxz/eKz3nUqcbjmeOXoPizH9aGXZxRgfdQAjIwukjkJERIOcWm7DvaOexgclV+CF43fgg5IVqLPFen19nm4P7h75bLvumtQ7+xpy8eyxu9tthuKGHKsqlmGvKQ+3DX8JmdqiPt/jmWP3wO7mpjtDzYHX7kZz2RHPcdaFd2HYxCV+v88FCWtxfcab7cacLVrUf70cDd8vBFy+v6UaEl2DmAs+RuSk7yHIuFFefxajDvzPA5cnf4Zz4zYhTl2DPx36HUTIAn5PIiIiov7KXF+KPS/+tN3YrIe+hCDr+OA9EREREQ0tnRVjAoBTDIFC8M9GkBR4L79ZhI9XV3iOF86NxX2/GCFhIiIiIiIiIt+xIJOIiAYVlyjDppq5+KT0UjTYo3ucP0m/CylhZUFIRoFWU2vDt9vrPcdmi6vXa4gi8FrRjTjaPMqf0YY8ETK8cPwOPDHhfmgUFqnjEBHRELAi9UPEq6vx0onbvb7mnNhv8fPh/4RccAcw2cBidanwYckV+LpqISJDmhCtMsKgqodBVX/69+ozvw9XtGFzzWy8UngLXGLnbzeVm5PxuwN/wkVJq3FZysc+dcv8rnYW/nni513egwa3xpIDaCjY6jlOmun/7oUXJa7CNenveo7dNhWMmxbDuP4iuG0an9dVRDYg5vxPEDVtEwR5779XoeAzqOp7ntQHE/W7sSL1QwDAqMijmBO3GZtqzg3oPYmIiIj6M5fNjPqj30odg4iIiIgGEKXMhixtodQxyEunStvaPdeTmuT7e+5ERERERERS49NrREQ0KIgisMM4FR+UrECVJaHdOZXMihh1HQyqesSo6mBQ//Crqh5JmnKJElN/9FXVImyoXiB1jEGp3haDV0/ehDtG/EPqKERENEQIgved55YkrsZP0t8JYJqBZ09DHl47eSPqbTEAAKPdAIsrFMdbsgEIHeaHys2wuEI7PXc2N+T4vPxi7GmY2OtumWsrLsBbp65lBzkKmEuSP8EVqR8BAESXHKZt56L+y0vhbNb5vKY8rBmG81ZCN2sdZEp23x1IEkIrMTV6OxrsepjsOpjsOr8VgydpynBH9gue41OtadhVP9kvaxMREREREREREQ1GcsGJYaFVSNGUIjmsDMmaMqSGlfi0+SMRERERERFRX7Egk4iIBrxDjWPwXvFVKGrN9IxN1O/GBQlfIDWsBOGKVgjdPxdOhP2m8Xij6HqpYwxq39edgwn6fZgZs7XnyURERH20vsqbTRZEXJ32LpYmrQ54noGiwabD60U3YKdxCgABw9SVyIveizzdXhjU9bhr9/OdXmdx9W4X43JzMh4++EdclHi6W6ZC1n3HwPeLV2Bl+cXoqeCTyDcirkj5EJekfAZRBFr2T0Xtmithrxv5yc3WAAAgAElEQVTm84qy0DZEz1sD/ZwvIFdb/ZiVgiVS2Yx7cp71HFdb4nCseSTKzUmotcZCq2jBptq5vSrSFOBGalgJ7h75LEIVpz8uytqS8JfDv0GbK9zvr4GIiIiIiIiIiGjgEWFQ1SNZU4bksDJPAWZiaEWPP0sgIiIiIiIiChYWZBIR0YDlcCvw+JEHcLhpbIdzexom4YBpPMbrDmC6YRsm6vd4HnakwWlKng7PPTrecxxrUHl13anWNHxWthy7jJPZbSkI/lP4U2RrjyNGXS91FCIiGsRK2lJ+6OTYNRlcuGX4K5gbtzlIqfo3tyjg66qF+Lj0MqSEleIn6W8jT7cXCZoqz5zDjaP9ek+XqMDK8uWnu2Vmv4SM8FOd5vpP4U+xoYZdzAnIWnwXbDNWeI6js2f4YVURP0l7G0uS/ou2E6NQs+pqWEuyfF5NUFqhn/0lDPNXQx7W5od8JBW3KMDs0sDiDIXFFYpwRWu7fzN2Gyd69bkpXNGCsVGHkKvbj/G6A4hSNnnOVZqH4dHDD6HFGRGQ10BEREQ0kKgi4zD+xud+NMpNeYiIiIiGGrngQpKmHNNjtmGyfhef9RlElp2fgLTkMM9xdiY3qSMiIiIiooFLEEVR6gxERH4lCEIMgNqzx8r3L0ZMtHfFWTRwlLSl4IF9T3g1N0RmxwTdPtyc9W9EhLQEOBkNBMebh+OzsuXYZ8qTOsqQMzLiKB4e+0fIBH4dSkREgfGfwpuwrnphl+eVMhvuHPE8JkXvCWKq/qvOasAu42REhjRhvP4AwhVdF5EdaxqBz8uXYZ9pAvz5YKxccCJXtx+iKMDuVnr+a3WGo94W47f7EJ1NgBvXZ7yBueJR1K6+Cq35E3xfTOaCbvpGGM7/BCGRjf4LSf3Wnw49hCNNY7o8P0xdiduzX0Sm9mSn3/vUWGPxyMHfo8EeHciYREREREREREREA1aIzI483V7MjNmCXP1+KGUOqSMRERERUQ/qjDYk5a798XCsKIp1UuQhIgoUFmQS0aDDgsyhY0vdDPy94E6v5wtw47XpN0IttwUwFfVnogjkN43Cp2WXdPvgLAVeelgRJkXvxgT9PqSFFbM4k4iI/MbqUuG2nS/B4tJ0ej5M3or7Rj2JkZEFQU42uBS3puLz8mXYXj+NXcZpQBLgxq2G9zF8VxKads8CRN8/jrW52xG75AOoYqt6nkyDQmlbMu7f9wS6K0xfkfo+liev7PSc0abHHw7+AXW22AAlJCIiIiIiIiIiGlxC5WZMjt6FJYlrkBJWJnUcIiIiIuoCCzKJaKhQSB2AiIjIV+XmpF7Nj1PXsBhziBJFYL8pF5+WXYITLdlSxyEAp9oycKotAx+VXoGoEBNy9fuRp9uLsVGHEKqwdnmdKAIOdwjMLg3MTg0srlCYXRpYnKHtx5wayAQ3rkl/N4ivioiI+oMtdTO7LcZ8eNwfkRpWGuRUg09aeAnuGvk8Vlg+wOryi7C5dg6cYojUsYi8orG5cXvVQYR9cjmaXL5/3Gqy8hG79F1o0gr9mG5wMTtDoVFYpI7hd19UXoDuuwSLmBGztdMzjfZI/OnQ71iMSURERERERERE1AsWlwbf1s4BANye/ZLEaYiIiIiIiGioY0EmERENWOVtvSvITA0rCVAS6g+OnmjGpi31nuNYgwrLL0zCLuNkfFa2HMVt6RKmo+40OnTYVHMuNtWcC7ngxKjIfESGNHkKK9v96tLAJXr3Jez8+PUBTk5ERP3R+qoFXZ6bG7+JxZh+Fh9ag58N/zcuTfkEO4xT0WSPRJMj8syvP/zeISqljkqDQMXOlbA1nulCaciZg4jkUV5fr3AC00+4MPe4E4ItF772aFcllCB26XsIz9kPobuaPILJrht0BZnNDi2+r5vV7ZwsbSHi1LWdnvuo5HJUW4cFIhoRERHRgGZvNaF86/vtxtIX3ApB5ns3eyIiIiIafAqaR3R5zi0KkAm+vvNLgbZ1lxEHjjR5jkdkhWPeLG5cR0REREREAxMLMomIaMCaoN+HDG1RuzFRPP00rNhJp4rsiONByUXS2LnXhLt/d8BzPGJ0MrYlvItyc7KEqai3XKIChxrH+WWtmTFb/LIOERENHCdbTndg7pyIBSzWDxi9yoQLEr7s9FyLIxx3734Wba7wIKeiwaZw7XNoKDjTdTD35n94VZApuIHcU8DcI4DWKgcg9+n+Ibo6xFz4ISInfQ9Bxod6vGGy66BTmmCy65CoqZQ6jl+sr1oAh7v7IvOuvhcxO0N7LOYkIiIiGqpsTTU48Nrd7cbSF9wiURoiIiIi6q9qrHEw2aOgUzZ2OLfflItycxKWJq32jG2pnYFRUfmdzqfgWvVVJZ55udBzfO1lKSzIJCIiIiKiAYsFmURENGDNi/9G6gjUj9Va41iMOYTplUaMjDgmdQwiIgqy9dVdd8ccHXkEw0Krg5iG/kcb0orlyZ/h7eJrpY5CQ40IjKgA5h8CDC2+LyPXtMCw8DPozlkHWYjDf/kGMIdbAbng6na3eaNNjzdPXYcmeyT+PP63QUznvVdP3ohZMd8jO+IEnG45Ss0pyAg/1eV8p1uOddXndbumDC5MN2zr9Nzm2jmwudV9ykxERERERERERDS0CShoHoFphh0dzpxsycQnZZfCJcqxPHklVpVfhPeKr8KC+PX4adarEmQlIiIiIiKiwUomdQAiIiKivrK7QnCocYzUMagfmRmzpduHw4mIaPAxO0OxtW5Gl+fZHVNa5yd8iTi1/wpiQ2R2hMjsfluPBp+UOuCmjcCKrb4XYwohNkSftxJZD9+F6HlrWYx5FqtLjRMtw7udU9SagdK2VPwk/W0Y1MYgJfOe3R2CzTVz8Mih3+PLykWotCTg87JlnvNmZyj2m8a3u2Z7/TSY7Ppu1x0VmY8oZVOn576uWtj34ERERERERERERENcQfOITseLWjMACPigZAV+f/APeLf4GoiQYWPNPFRZ4j3zGmw6tDrDgpSWiIiIiIiIBiN2yCQiIqIBy+JUY131efhvxYUocGyHIafYcy48IVu6YCS5WTHfSx2BiIiC7Nva2V12HYsMacTk6F1BTkRnU8hcuCrtPTx77J5eXzsy4ihmxmxBtMoIvbIBelUDqi3x+PPhH3fcEwEIfslL/VNU6njIZGfezlRHxXeYE9MEzD8IZFf14UaCG1HTv0HM+R8jJMrUh4UGLwEi9hgnYkTE8S7nnGpNxzTDNpwT2z+/Nj/cOMbz78brRTciMbQclZYE1FhiERdaC43Cgv0NuTjZkolLUz4FAHxReUGP686M2dLp+KHGMaiyJHR7rQA3AEDkPopEREQ0BMlVGhhyZksdg4iIiIgGgGNNIzsdP9ma+cPvBBQ0n5njEhX4oGQF7h75HHYZJ+GVE7dgVGQ+7sl5Nghp6X/SU8Iwe5rBczwiK1zCNERERERERH3DgkwiIiIacFqdYfiqchHWVi5Gm/P0G7TxuecjPvd8iZNRf5CkKUNKWKnUMYiIKMjWVy/o8tycuM1QyFxBTEOdmWbYgWxtAY63dL5z9Y+FyOy4KvU9nJ/wZbvO12VtSXg8/wEoBCdydPuQrT2O4REnUGFOxOtFNwYqPvUD42/s+uEYrRmYexjILe5bWa523E7ELnkfqvjKPqxyxvHm4ciOOOGXtfqbPQ0TcXX6e3CLp//Ez/57anWpcKx5JDLCi7CvIRcT9PulitmlvQ157Y4rLEkAgP9WXoibMl8DAFyUtBp37X4OpW0pmB+/ASdbs7pdUyE4MMWws9Nz3nTHzIk8CoXgxMHG8T3OJSIiIhpsNIYUnPPwOqljEBEREdEAUNKWir8cfhB2txI2lwp2txJ2txLNjsgur9lRPxV/O3oPdhqnABCwwzgN31TPxcToPShqzUBxaxpanFpcm/528F7IEHPrdRm49boMqWMQERERERH5BQsyiYiIaMBoskdgbeVifF21EBaXRuo41E/NjNkCgc2xiIiGlFXlF6HcnNzpOQFuzI/fEORE1JXrMt7E7w78qcfub1naE7h9+ItI0HRsc1hvM+APY/+A5LDyduOflF4KAJhh2IIdxqlwiXzbaygIcQAzCoDpBYCyD3XXoRnHELfsHWjS/Vc8ebRpJB459AcsGvYlbsx83W/rdsbplge08NzuCoFS7jgzIAAVlkSUtKVgmLqq3bndxol4rehGGG0GZGkL+2UxJtCxIPN/NtXMxWUpHyMipAXRqgacG/cN1lUvxC7j5B7XzNXtR5jC3GHcaNNjj3Fij9dPjd4BncrEgkwiIiIiIiIiIqJuuCHv9XtoImTYaZzabuyVwlsgFgo4e5u/Cbp9GBN1xHNcZYlHsyMCIyKO9ykzERERERERDS58Mo2IiIj6PaNNjzUVS7Chej7sbpXUcaifmxmzReoIREQUJPXWaLx04jYcaRrT5ZzFiWsRp64NYirqTpb2JKYbtmFr/cxOzysEBy5P+QgXJa1u123vbJ0Vd1ldKtRZY6CSWfGzrH9hgn4fXjx+e4+FnzRwCW5gfDFw7mFAa/V9HdWwMsRe9B7CR+/1+6Yen5cvg1xwYl78xk7PV5qHdVp07It6mwHxoTV+WaszDjEECtHZ7u+lXHBBBrenGLPBpsPrRTd4dpifFfMdrk57L2CZ+uJUaxoa7NGdnrO7VVhXdR4uTfkUAHBx8kp8U3MunGJIj+t29b3I+uoFcEPe7bUC3JgcvQuRyibolcYu8xEREREREREREZF/dPYzhE/LLvEUZG6pm4HDjWNw6/BX2s1xiTLIBXdQMhIREREREVH/xIJMIiIi6rdqrLFYVb4Um2vm9Pjwq8tugdPS4jkW5Aoow/WBjkj9TLa2ALHqOqljEBFREHxXOwuvnbwRZldYl3PGRB7CNWnvBDEVeeOqtPewyzgZDlHZbjw9rAi3Z7/YofOlN9RyG56ZdA/2GCeioHkEaqxxiAxpQqND56/Y1A/YW00QXQ6k1gKzjwBpFi3U8lCf1moKBbSLViFj7nsQZJ0X//bGCwW/wEVJq5EaVgrgdMHfflMuliat8oydzewMxbPH7sYTeQ8AOP29T4NNj5zIY72+d2lbMqKUjX17AWfprNumCAFWlxoahcUz5hIV+OuRX+OGzNfRYNPj/ZIrYXFpAACjIw/j58P/6fU9DzeObrfrfKDtaei+W+VXVYtwUeJqKOUORKsaMDduE9ZXn9ftNWq5BRP1ezqMO91ybKye12Om4doT0KtMAIBz477BJ2WX9XgNERER0WDidjnhaG1oN6aMiIHg751TiIiIiIi6kd80CgdM47Cjfiq+qzsHj+c+0O681aWCQnCe3VSTvNTa5oTZcua9Z7VKhghtzxvhERERERER9UcsyCQiIqJ+p8KcgJVlF2NL3cweu4j8T/nWD7H35Vs8x7rMSZj7KDslDjWzYr+XOgIREQVYiyMc/y68GTuM07qdF6OqxV0jn+uyyyJJJ0ZdjwsSvsCqimUAALngxCXJn+Li5JU+7yjd7NDi+WN34nDTGPApiMFr918vQc3JrQCAlwA8lPsPXJp+c6/WsCiB70cCu7KAJ6du9Esx5qHGMfi+bhaONI3Gn8b9Dga1ESvLLkacugaXJX/c6TWrypei1JyKCnMC9jbkYVX5Ujw98Vc+3f9kaybOjdvkOW60RyJK2eTTWgBgcYUiFJYORZlnF2QKOP3nZrQb8PTRe9vNS9aU4lc5T3e4viuV5mH4rGx5pwWZrc4wONwh0Pmx4BQA9jbkdXu+2RGJzbVzcN6w9QCAZUmf45uac+ESFYgKMSEipBml5tR210zW7/J0Cz3bDuNUNDmiesw0xbDT8/t58RvxWdlyr78fJiIiIhoM2qoLsf7e8e3GLn7HDAj8moiIiIiIgknAX4/8GiJkEODGG0XX44bM1zEstBoA0OYMQ7SqoYc1qDOPPnMUz7xc6Dm+9rIU/PuZ7jfPIyIiIiIi6q9YkElERET9RnFrKlaWX4wd9VMhQiZ1HBpgZHBhmmG71DGIiCiATrZk4Mn8+3rseqiSWXHvqKegDWkNUjLqrXnxG7GqYhlSNCW4LfslpIcX92m9iJAW3DfqSTye/wDym0b7JyT1G2FWYM5hoKgRqPFxDacM2DEc2JIDWJUAIEKv7PtDM1vrpmNl+cUABJjsevw1/9e4Netl7DROwbKkz7GtfjrqbDEw2qJRZz39a73dAIf7dIfY3x98BK1OLcZEHsLx5my0OLRocWrR4tBign4fRkUe7TGD0Rbd7riwJQuTojt2auzKsaYRSAsvhlpuA3C68FIuuKCQWdrNs7lVXqwm4ufD/9muk6bTLYdLlP+wZscizQ9KVsBoi0azQ4vi1jQUtWbgVGs6TrWmo9YWixsyXsf5CV91e9eTLRkQBBFpYcU9FuI32HQ41Zre4ytZW7EY8+M3QCaIiFHXY07sZhht0bg9+0W8U3xNh4LMGTFbO13n66qFPd4LEDE1eofnKFrVgAn6fdjTMMmLa4mIiIiIiIiIiMif/ve8iggZDjTm4tHDD2FJ4hpM1O+BRmHuMN/uDoFS1nGzNiIiIiIiIhq8WJBJREREkjvRnIXPypZjr4k735HvxusOICKkReoYREQUQF9UXtBjMSYg4tbhLyM1rDQomcg366rPw8VJn+GylI+97qLXk5OtmShoHuGXtah/UDiBaceBmccAlRPwpeGtWwAOpAGbRwPNmjPjGrkZKrm9T/nWVS3A2srFqLIkeMbKzcl45NDvIUKGleXLe1yj1akFABxuGovDTWPbnfu+bhaenHAfwkPa2o1XWeJR2JKFwpYsnGgZjnlxG9ud76kg0y0KkAkiGmynP59uqp2LbUemI0+/FzNjtkCnNEEpswOwwOpSodEehRprHEraUqGS2dDi1MJk7+pzsYDnjt2FB8c8Bm1IC0RRgEpm6/LPusoSj/ymUWh1huOWHa+gsw63kSFN+KpyIXIijyIlrMwz7hJl2FE/FXsb8rAgfj1GRhZ0+ZrPts80wasNgKqsCdjdMAlToncBAH6S/ran0FQhONvN1SqaMU53sMMaJW0pXn1eSg87hRh1fbux8+LXsSCTiIiIiIiIiIioHzDaDHij6AZsqJ6Pp/Lu84w73XLsN+VinO4gKswJSNRUtrvuVGsamuyRyNUfCHZkIiIiIiIiCjAWZBIREZFknG45/nni5/i+7hypo9AgIBdcnofLiYho8HG65djT0PPmDUsS12BGzLYgJCJfOd1yzI791q9Fs/XWaDx77G64RL7VNSiIwNhSYN4hILLjZuNeK0gANo4F6iI7njO7wvCHg7/HjZmvef2x6BJlaLDpYbRFo7gtDW8WXQd3J4V9TjHE99BnMdn1+FfhzzAnbrOnAPNkaybanOHt5t06/GWUtSWhoHkECppHoLgtDVemfdDlus2OCEQpm6BXmfBp6XLEq6thc6uxrX4GttXPQIhgR6SyCS0OLWxuda9zK2ROFLVkYIphJ0Jkzm7nDgutxr+m3YJPSi/BR6VXdDqnyRGJN4uugyCIWJK4BouGfYXvas/B19ULkafbi5uz/u3p7tkduysESrnDq39L/mdT9VxPQebZXT8VP3pd0wzbIRfcHa432XVYlvQ57G4lvq5a2OXnqKmGHR3GxukOIlZVg1pbnNd5iYiIiIiIiIiIKHDKzUmossRjWGg1AGBvQx6eL7gTD45+DEZ7NBI1laizGvB93Sx8XzsLFZYk3JT5H4lTExERERERUSDwKTUiIiKShM2lxDPH7sF+0wS/rJc0YwXi8xZ7jgUZv8wZanY3TMZrJ2/ETZmvQujYWIeIiAa4g43jYHFpup0zLuoArk57N0iJyFcKmcuvxZh2VwiePvorNDs6qbqjASelDjhvP5Bo6njuuemfwimeKYTTKMI7TgJQFQWsywWKY7u/17HmHDy47zGcN2wdLk/9CG5RBqMtGvU2A+ptBhht0Z7/6m0GNNqj4Ia8Ly+v13YYp2GHcVq3c/546OEfFWmK2Fk/GTmRR6ENae0wv9kRgSrLMOREHsP0mG3446GH2513iErU22J6mVTEmMjDuDDxv5ig3w/g9Pd8X1YuwtioQ+12hm+0RyJK2dTu6jZnWJcrrypfevrPXQQ+L78Yn5cvg17ZgFuHv4zxnXSl7EyzQwu54AJcwOHGMV6/qh8XXnrGf9Qhc0bM1k7n5eoOwKCqx4vHb++mYFzElOidHUZlgoj58RvwXsnVXuclIiIiGsjC4rOw+OXy9oNCz53NiYiIiIiCR8Au42QsTVoNANhYMw9OMQR/O/pLzI3fhIcPLMCJluEQz9rIb0REgVRh+52H7snBr27L9hyrlPx6n4iIiIiIBi5WKhAREVHQmZ2heDz/ARQ0j/TbmnKlGnJl77u30OCyrnoh1HIrrk57l0WZRESDzE7jlG7Px6mrceeI59kpeQj6V+HPUGpOkToG9ZG+BVhwEBhZ0fWcCKWu2zWaQ093xDyYCsDLrwXdkOOrqvPxddXCdg/JDCQ/7pgJCPjbsV8BEBGnrkGWthBZ2kIM155AalgJDjaOQ6M9CgJEvF50A0x2vc/3VggOzIzZgsWJaz2F1laXCuuqzsOaiiW4Mu19hMgccIkyyAU3ClsyUdKWivnxG9utY3GFdnmPBnv0WUcizon5Djdkvo4whfftU0vbUjAm6gj2NOTB7lZ5fV1kSFOn4wrBiavT3sHehjzU2WKQE3ms03kWpxomuw43Zb6Khw78udM5yZoyJGiqOj03N24TPiq93G9dV4mIiIj6M5lcAVVEbzcGISIiIiIKrp3GKViatBp1VgMOmMYDANpc4VhftQA5kUdxReqHaLDpYbRFo8WpRbKmDADgEmWotsS327xuqAkPUyA8jI8sExERERHR4MDvboiIiCiomh1a/OXwb1Dcli51FBqkVlcshUZhxvLklVJHISIiP3GJMuw2TuryvEpmxa9ynkZ4SFsQU1F/UGFOwNb6GUjWlPHrywEq1AbMzgcmFQJyH+up7Qpgy0hgWzbg9PHdzoFajNk9ATXWeNRY47GlbhaA0wWUSpkdgiBiTcUSeF25+iMhgh1LktZg0bCvPN0urS4Vvq5aiDUVS9DsiMRFiatwbtwmfFc7C+fEfo+TLRl4Mv8+PJl3X4f1zM7uOyADQERIE27O/DemGHb1Kusu4ySMjjwCANhrzOvVtZHKzgsyJ0XvRnbECSwc9jX2NUzo8vpQhRVjow7jq8qFnZ+Xm/GL7H90c/9mjIw4hsNNY3uVm4iIiIiIiIiIiALjZEsmGmw6bKqZ2+59ZZtbjYOmcZgTu7ndswo1llhsrJmH3cZJuH/UE1JEJiIiIiIiogBgQSYREREFjdGmx58P/xaVlkSpo9Ag90HJlQiVW3B+wldSRyEiIj84ZBqLVqe2i7Mibst+CSlhZUHNRP2DW5RhcvQunGgeLnUU6iW5C5hcCJyTD4Q6fFvDLQD70oFNo4G2rhss0lmcYgicrr53W3SKCkzS70aUsglWlwpfVS7CmoolaHFGAAAmR+/EVWnvwWjTo8keiVOtafjLkd9gXNRBRIS0dFjP7Oq+IHNy9E7cnPlvRCqbe5XTaNPD4gqFRmEBAOw19bIgs4sOmdkRJwAAarkN02O297hOSVsqpkZvxw7jNM+YQnDg3pynkBZe0uV1ZmcoTrTw8xsREREREREREVF/IUKGncYp2FQzt8M5N+R44fgdnuMN1fNxpGk0RMgwLLQSb526Fm5RBpngxvz4DYhT1yBWXQuFzBXEV0BERERERET+wIJMIiIiCooqSzz+fPi3qLfFBGT96v1f4sSqpz3H4QnZmHBz151GaPB7vehGhMotmBP3rdRRiIiol+zuEBxrGolDjWNxsHEcSttSupy7NGkVphl2BDEd9SeCIGJGzFZsr5/W82TqH0QgpxyYfxDQ97Kp7V8P3I3C5tOdDi1KIHnZXdBMWhKAkNQTETK8feonGK87gP9WXOgpxASA9LAi3JH9AmSCiP9WXIhhoVX48+Hfos0ZjvnxGzqstbdhAopaMzq9j0behhsyX8fs2O98yrmqfCmuTX8LAHCyJQMmu75X13dVkNlb0wzb4RQVnoJMAW78IvsfGB2V3+11W+pmwuZW+yUDERERUX9nri/Fnhd/2m5s1kNfQpDJJUpERERERNS5T0ovbfee6NlcogLPFdzdYbzKkoAqS4LneF78RiRoqgKWsT96+c0ifLy6wnO8cG4s7vvFCAkTERERERER+Y4FmURERBRwJW0p+Mvh36DJERWwe9gaa1B/9EzhnctuDti9/EmAG/PiNuLy1I+gllthdalhc6lgdf/wq0vd7vc2lwpHm3NwsHEcHG6l1PH7vX+e+DnUciumGnZKHYWIiHrQ6gjDppq5ONg4DseaR8LuVvV4Ta5uH65MfT8I6ai/Mqjq0eyIACBIHYW8kGgEFu4Hko2+XV/QeAD7G7Z6jpWOFUj3UzbqvaPNo3C0eVS7MYXgwMyYLfisbDnKzMk42DgOIYIDZlcY4tVVGBN1xDPX7AzFG0XXY3PtHHT2d3hc1AHcOvxlRKsafMq3oXoeRkcd8ewuv7ehd90xASBS2eTJKhPcUMttPmUZpzuEZocWgAgAuC7jTa86a26onu/T/YiIiIgGIpfN3O49fiIiIiKi/qqrYszeeOfUNcjV7YdMEP2QaGA4VdqGb7fXe45TkzQSpiEiIiIiIuobFmQSERFRQB1vHo7HjzyANle41FH6nZyIfFyf8QbSwks8Y5094Nvs0OKgaRyON2fjYOO4gBa2DjYiZHi+4E7cJ38SuboDUschIqJurCpfilUVy7yeH6+uwh0jXhhSP6imjtRyG8rakqWOQT2IagXmHQLGlPm+RqsaaAgH4FttHgWJUwzB28XXthtz4PRGMg53CNZVLcDs2G9xtCkHrxTeggZ7dIc1VDIrrkl/BwuHrevxfkcaR3XaZdJo02OPcSLuH/0kXKIM3yrYVmkAACAASURBVFSfi6+rFvb69bxffCWcogLnD/sSM2O39nxBNyJCWjBMXYUphp24IOHLHuefbMlAcRtLjomIiIiIiIiIiAajCksi9ptykaffJ3UUIiIiIiIi8gELMomIiChgDjWOwVP598LmVksdpV8xqOpwTdo7PXZEWVm2DDuNU3CqNR0iZEFKN/i4RAX+dvSXeHD0Y8iJPCZ1HCIi6oTFqcb66gVez1fLLfhVztMIV7QFMBUNBFvrpqO0LUXqGNQFlR045ygw5QSgcPu2hkMObMsGto4EWvf6Nx8Fl9FuwH9O3ox3i6+GxRWKrjrbeluM6RJleOPU9XhiwgOeMYdbgXJzEt45dQ2uTHsfW+um46OSy1FlTfAhsYi08GJcnvIRNAqLD9d3dG3GW14/YMXumERERERERERERINPiGDHzNgtuCDhC6SGlUodh4iIiIiIiHzEgkwiIiIKiJ31k/F8wZ1wiiFBuZ9u+BSMv/E5z7EqMjYo9+2tPP0e3D3iWSjljh7nKmV2FLVmBiHV4Gd3q/BE/v14aMyjyNQWSR2HiIh+5Juac2F2hXk5W8Rtw19Cclh5QDNR/+YSZXjt5I34tnY2UsNKer6AgkpwAxNPAnOPABq77+scSAU2jgVaNKePsxbfBduMFZ7z0dkz+piUpGBxabo8lxhajvnxG7xaZ0vdTJS2peLj0ktRYU5ESVsqqi3xcEOOGFUt/l14cx87TAqYHfut34oxAXhdjGlxqrG1nh/fRERENLSoIuPavcd/WuebeBARERERDVSzYr/HrcNfkTqGJJadn4C05DM/D8zODJcwDRERERERUd+wIJOIiIj8bnPNbPzzxM+D2tUxIjEHEYk5QbufL5QyG27KeNWrYkwAWJz4BdZVnedjNxf6MYtLg78e+TV+P+4RJGkqpI5DREQ/cIsCvqi8wOv5FyetxFTDzgAmooHgvxUXYn31eQCAotYMidPQ2dJrgEX7gNhm39cojgG+zgWqde3HE6dc3Ldw1O9dk/4O5ELP7VTdooDPypYDAD4uvbzD+TpbLOpsfc+zvX4a0sOL+75QL22pmwmrKzTo9yUiIiKSkjJch4yFP5c6BhERERFRQH1Tcy4m6PdhSvQuqaME3fRJ0Zg+KVrqGERERERERH4RvCoJIiIiGhK+qDwfL524PajFmAPF0qRVMKiNXs//qnIhqqzDApho6GlxRuDPh3+LGmv/7KBKRDQUba+fhjqbd5+XJ+j24orUDwOciAaC+fEboFee/rrKJXK/sf5A1wJc8T1w7WbfizHrtcD7M4E353YsxqTBb0zkIa87SG6rn44qS+A2rpmo34358ethskvzgbiher4k9yUiIiIiIiIiIqJAE/DyiVthtOmlDkJERERERER9wEoJIiIi8gtRBD4pvQRvFN0gdZR+KUZVi6WJq7yev9s4Ea8X3QBACFimocpk1+PVwpukjkFERD9YU7HEq3nDQivxfyP+DpkgBjgRDQRhCjOWJ38mdQwCoHQA8w8Ct30FjKz0bQ2zEvhiAvDPRcDxRPBL4CFIgBvXZrzl9fz/dccMlAOm8ciJOIrbs18K6H06U9SajlNt7PxLREREREREREQ0GCkEBybpd8Pp5maTREREREREAxm/qyMiIqI+E0XgrVPXYm3lhZJlaK44ivojmzzHqohYJE67VLI8P/aT9LehlDu8mlvYkonnC+5kl9EAmhGzVeoIREQEIL8pB0WtmT3OC5WbcW/OU9AoLEFIRQPBF5Xn473iq6SOMbSJwPhiYN4hQGv1bQmnDNg5HPguB7Ape55fsXMlbI1VnmNDzhxEJI/y7ebUr8yJ24zUsFKv5u6on4Jyc3JA8yhldpSaU+ASt0EuuAN6rx9jd0wiIiIaquytJpRvfb/dWPqCWyHI+D45EREREQ0eTjEEm2vnYnv9NEzQ78N0wzZM0O3zPE9SZYnH5po5uCT5U6+fMRkotu4y4sCRJs/xiKxwzJsVK2EiIiIiIiIi37Egk4iIiPrELQp4pfAWbKo5V9IcphM7ceC1uz3HusxJkhZkxqproBCcqLQkYkzkIUw17PTquhpLLJ7Ivx92tyrACYcunbIBM2O2SB2DiIgArCnvuTumADduz34RiRofW+/RoFJnNeClE7chv2m01FGGtKR6YNE+INHk+xqHk4GNY4HGcO+vKVz7HBoKzmyskXvzP1iQOQioZFZckfKh1/M/LbskgGmA0ZGHcW/OUwhV+Fhp3AdWlwpb62YE/b5ERERE/YGtqabde/wAkL7gFonSEBEREREFls2txvb66dhePx1quQUT9XtgsuuQ3zQKMwxbB10xJgCs+qoSz7xc6Dm+9rIUFmQSEREREdGAxYJMIiIi8pnDrcALBXdgh3Ga1FH6lcn6nfh59j9R3JqGPx/+La7PeMOr65odWvz1yK/R7IgMcMKh7YKEL6CQuaSOQUQ05FWYE7DPNKHHecuTP8Pk6N1BSET93YbqeXj71E9gcWmkjjJkac3AgoPAWO8aGXaqLBr4OheoiPZfLhrYLkpaDb3Ku+re3caJKGlLC2iemTFbvC7GdIsCdtRPxfSY7X6595a6mfwcR0RERERERERENMRYXaHYUjfLc7xg2HoJ0xAREREREZE3WJBJREREPrG6VHjm6D040JgrdZR+Qy44cXXau1icsBaCAIyOysdUw3ZYXeoer7W7QvBU/r2osiYEIenQFSo3Y0E8f3hBRNQf/LfiQoiQdTtnon43rkj9KEiJqL9qsOnwSuEt2O9FAS8FhsIJTC8AZh4DlD7ua2EKA9aPA44mARD8Go8GMJ2yAUsS13Q7Z0f9FNTZYjA79tuAd8cU4MYE/T6v568suxhGW7SnINMtCpAJos/331A93+driYiIiIiIiIiIaOBLCK3AqMijUscgIiIiIiKiHrAgk4iIiHqtzanBE/n3o6B5pNRRPFRRcTDkzPYchydkB/X+eqURd418DiMijrcbX5H6IR4+8AgeGP0EMrVFnV7rFgW8cPwOHG8ZEYyoQ9q8uI3QKCxSxyAiGvIa7ZH4rvacbuckhFbgF9n/CFIi6q++r52J14puRJszXOooQ5MI5JQD5x0Aosy+LWFXAN/lANuzAZe8b3GiUsdDJjvzdqY6Kr5vC5KkZHDhytT3oZbbup2XHn4Kzxy7B+8VXwWXGNi3s9PDT0GnbPRqbn5TDj4uvQzz4zfA6lJhQ/V8DNeeQHbECZ/ufao1DUWtGT5dS0RERDQYyFWadu/xExERERENRfPjN0gdIWDSU8Iwe5rBczwiiz/7ISIiIiKigYsFmURERNQrTfYIPHbkQRS3pUsdpZ343PMRn3u+JPceG3UQ/zfi74gIaelwLj60BnPivsVfjvwGD415FOnhxR3mvHXqWuw0Tg1C0qFNLjhxQeIXUscgIiIAX1cthENUdnk+VG7GvTlPsYh+CGt2aPGfwp9ih3Ga1FGGrHgTsGgfkFrv+xr704CNY4HWUP9kGn/js/5ZiIIqRGbHsNAqJIZWIElTjkRNBRJDKxAfWo0QmbPH62PVdcgIL0JRa2bAs+bp93o1r9EeieeP3Qk35MhvGoU7dz+PS5M/8bkYEwA2Vs8D28cSERHRUKYxpOCch9dJHYOIiIiISFInWoaj3JyIJE2F1FH87tbrMnDrddyUjoiIiIiIBgcWZBIREZHX6q3R+POR36LKkiB1lH5BgBuXpnyCS5I/hUwQu5y3PPkzfFs7Gy8evx1P5t3f7tzaigvwReXiQEclANMN22BQGaWOQUQ05B1pHIW13fzbJ8CNO0a8gARNVRBTUX+y0zgZ/yn8KZocUVJHGZI0VuDcw0Beke+lYeXRwJe5QGW0X6PRALRo2Je4PuONbr9f6opbFDzXTTNsD0pB5gTdvh7nuEUBLxTcgUaHDgBQYUnCksTVWJTwtU/3PNw4GkWtGfi+bpZP1xMREREREREREdHgsb1+OnbUT0Wefi+WJX3ep03giIiIiIiIKHBYkElEREReqbQMw58P/xZGm0HqKP2CVtGM/xvxd4zTHepxrkZhwYrUD9Bob19UsKN+Ct46dW2gItKPLElcI3UEIqIhb3v9VLxQcAecYkiXcy5N+QQTvexQRoNPSVsK6q0GXJ/xBqKUjYgKacRXVYvwVVVXndBFxKjqkBpWggRNJVaXXwQRsqBmHixkLmBKITA7H1A7fFujORRYPw44nAI2+iPMjt2MGzNf9/n6KsswJGoqAQBuMfB/r3XKBmRqi3qc90nppTjcNNZzPMOwBT9Jf8fn+46KzIcAEZEhTbC4ND6vQ0RERERERERERIODCBn2NEzCnoaJGBlxDEuTViFP3/NmckRERERERBQ8LMgkIiKiHhW3puKxIw/26y5FLrsFTkuL51iQK6AM1wfkXtnaAtw18jlEqxq8vmZu3Ca8fvJ6z3FBczZeOH4HCwaCZGzUQaSFl0gdg4hoSPuqciFeL7qh23/7JkfvxGUpnwQxFfU3qWGlSA0rbTd2qPF04ZNSZkOypgypYSWe/1LCSqFRWAAAu4yT/Pq1VYyqFhnhRdhhnOa3NfurrCpg4X7A0NLz3M44ZcDWEcCWkYCj63prD4XgQJiiDSqZDWq5FSq5DXa3EiVtad1eZ281QXSdqRZVhGohV4b6FpoCanL0Tvx8+D/7tEZRawYSNZX4pmYuPihZ4adkXcvV7e9xzkHTWHxadonnOCciH7dlv9Tne+8zTUC1Nb7P6xARERENZG6XE47W9u+5KyNiIAjc7YWIiIiIhioBx5pzcCw/B9dnvI4LEr6UOlCftLY5Yba4PMdqlQwRWi9+qEBERERERNQPsSCTiIiIulXQnI3HjzwAsytM6ijdKt/6Ifa+fIvnWJc5CXMf3eL3+1yYuAZXpb4HhczV8+SzyAQR02J24PvamcjUnsRT+ffC4Vb6PR91jt0xiYik9X7xCqwsvxjdtczLCj+B24e/GLxQNCA43ApclvIxUsNKMCy0CjJB7HLu9nr/FU6q5RbcO+op7DZOGtQFmdHNwKL/Z+++w+Iq0zaA32c6AzMwwAy9hRYCCSkmMT2mG7trr6vGqOtadnVdy7rrFnV1XV27sXyW3Vhii1HTTGKK6ZpOJ4XeOwzTz/cHOgmhzjAwlPt3XVxy3vO+77kJMQxwnvMcAhLK3d8jM7KtK2a9X+/mC3DgiXFPIEFzvN3467l39liQufu5y1Gbs8t5PH7Zq4ibv8zVyNTPxgYcwb3JL3X7/2tvGG1qrC66BJ8UXD0gD7KZ2EN35jpLAF7NvduZJVJdhAfG/Btyic3ta1rscrycew/210xxew8iIiKi4aKlPB+bHkxvN3bpSiMgSL2UiIiIiIhocJAJVkwL3u3tGH32jxey8MKKfOfxjVdE4+0XJnkxERERERERkftYkElERERdOlw3Ds9n/R5mh8rbUbxOLW3BXUmvY3LQj27vMcY/C89n3o9PC69Ek03rwXTUHX95PRI0+T1PJCIij3OIAt7Kvx3fV8zr9LxUsGFK0D4sCtuIFP/sAU5HQ4FcYsN0fc83GVgcchyoneiRawpw4O6kVxHjW4j8pgSP7DnYKC3AnAxgcj4gdbNmrtwf2DABKDC4tm5pxNoOxZglxnDsqJzlXhAaVBI1uXggpW9Fir/IaUzGruoZHkjVM7lgwdiAo12ed4gCXsq+Fw3WAABt/048mPIc/GQtfbquVGJHsiYHR+rG8ftuIiIiIiIiIiIi6tR0/S4EKBq8HYOIiIiIiIjOwIJMIiIi6tTe6il4Kede2EXPv1zQyhtwbvAebKuYMyRuOo31PYn7R/8HoT4Vfd6r2a5BhSm0w7hUsMFX1oJGq3+fr0HtNVgDcOfeNzAh8CBm6HdiQuBBKCRWb8ciIhr2LHY5Xsy5Dz/VntPhnE5Ri/mhmzE/dDN0inovpKPh5lDdeLTa1R7Z66qYVc6HcPjLh9cNDoIDmHASOO8Y4Gt2bw+jAtgyFjgYB4guNi0MUZXjquhVHcY/K7wCDrDrzVAXpS7EH1OfgUrq5l+uM7yVv2zAijEBYIx/Zre5VxVchazGMc5jERIcrktHsHIzNpYtQmpABmJ8C12+rlRw4MLIb1FkjMK2yrnuRCciIiIiIiIiIqJhTcT54eu8HYKIiIiIiIjOwoJMIiIi6mBrxRysyLsDIly8w7oHydpsLAz9DlOD90IusWFa8G78M+PhQV2UOT90E24e9b7HCviqTcEdxpQSExaHb8Ca4ksAABpZI2yizGNFBQRYRQX21UzFvpqp8JEaMSVoH2bodyI1IANSweHteEREw06z1RfPZj6E3KbkM0ZFpGizsChsIyYH7YdMYvdaPhp+9lSd65F9Zuh/wGVRq53HOkWdR/YdDGIqgcWHgFA3a6DtArA/AdieCpgUrq8X4MDyhDehlFrajZ9qjsGeas98/si7qsx67KichcVhGyARum+9eqg2HXpVFSLUpR3OvXv819hcvqC/YnZqYuCBLs8dqk3HVz9/r3amzwqvwLclF2Cc7giWRvTthqi8psQ+rSciIiIiIiIiIqLhKVmbgzi/U96OQURERERERGdhQSYRERG1s7bkfHxw8maP7aeStmKWfgcWhn2HaN+idudS/LPxcOo/PVKUGTn9aoROXOo8FiR9e5mjlJiwLOFtzDL80Kd9zuQQBdRYgtqN+UqbcX/Kf/BW/u0AgMVh63Ft7EdQSsxotGpRYQpxvpW3hiK3KQmVphCPZRqJWu1qbKuci22Vc+Evr8e04N2YYdiJBL98CIK30xERDX015kA8nfEIio1RANq+ps42bMeisI2I8i32cjoajiwOOQ7UTezzPqP8juOOhBXtxgKGQQdXrRFYeBhILep5blfyQ4EN44Earft7zAvZgtSAzA7j2yrnQETvXoRNe/ALiA6b81im8nM/EHmcye6D90/8GruqpmN5wpud/ptvtPng/RM3Y1vlHMgFKy6P/gIXR65xPiTlfyevx4ayJQOcXOyyILPGHIhXc+/u9GFFTTYtFFILro9d2aerN9t8UdYa1qc9iIiIiIYD39AELF1x1mtIwbMPjSQiIiIiGmqGU3fMP/0uBQ/cleQ8Vir4ep+IiIiIiIYuFmQSERERAEAU2zp8fF50hUf2i1IXYmHYd5il3wEfmanLecnaHAQqa1HWGt6n60kVKkgVfSvq9JEaEakuRoS6BBeEf+vxopFaSyDs4umXX/7yejya9hS2V86GKAp4PO1v7W5S91c0wl/RiCRtnnPMYpdj5Slv3KQ8PDVYA7C+7HysLzsfET7FuDf5JcT4FXo7FhHRkFVsjMDTxx5BjSUY4T4lWBS2EbMN26GWtXo7Gg1jh2rHw2T36dMeOkUtHkx5Dgpp+67ocg91SfcGqR04NxeYlQko3GxIW60BNo4H8vtYKxaoqMH1cZ0Xrd086gMsDV+LA7UTcbBuAjIaUmF1dN6CU+Gn61sQGhB5TUl4+NA/cUnkV7g86gtnR+QjdWOxIv8O1JiDAbR1sf+k4BrsrZ6KOxJXYG/1VHxTctGA541SF0Gvqu4wbhcleDH7PjTZuqpEFnF7wlvdfr/bG/lNCZ0WfBIRERGNNBKpDEqt3tsxiIiIiIgGjSBlNSYH7fd2DI/x85XBz5e3LBMRERER0fDA726IiIgIDlHAf0/eiHWlS3ue3A2pYMPU4L1YFLoRydqcXnUbPFg3oc/FmK7ylTYj0rcYET4liFQXO990irp+7ZBYbQp2vh+srMJjaU/CaFPD6pDj2QkP9epGXoXUilvi30O67jDeyLsTjVb//gs8QvjL67EgdBMWhn2HAEWDt+MQEQ1ZuY2JeC7rQSRrc3Bn2BsYG3DM25FohNhTfW6f1sslFjyY8hwClXXtxm0OKV7KvrdPe3tLfDmw+CAQ3OTeepMc2D4G2JcAOKR9TSNiWcLb3RZm61XVWBy+EYvDN8JsV+CNvDuxu3p6Xy9MXmQXZfii6FfYWz0VN496H/trJmNT+YJOCw9PtcTh0UNPea0osavumB+eug65Tcldrptj2IbxusN9vn5+U0Kf9yAiIiIiIiIiIqLhZ3HYBkgFh7djEBERERERUSdYkElERDTC2UUJ3sxbjm2Vc93eI1hZhQWhmzA3ZKvLBW1rS/pWBNobE3QHkK477Cy89Jc39GvhZVeqf+4EE+FTjEfTnkKQsha1Zh1ujX/X5b0mBh7EsxMewut5d+Fw3XhPRx0RtPIGXB+7EtP1uyCX2Lwdh4hoSMtvikdGQyqeSn8Uwaoab8ehEWJT2Xx8dOpatNh9+7CLiDsT30C85kSHMyvy7sCxhrF92Hvg+bcAiw4BKSXurRcBHBgFfJ8GGPvWfN5phn4nJgYe7PV8pdQCEV54sU79oqQ1Ek9lPNbjPG92iEz1z2h37BAFfHDiJqwvO7/LNT5SI24c9V+PXD+vMdEj+xAREREREREREdHwIROsmBeyxdsxiIiIiIiIqAssyCQiIhrBrA4ZXsq5F/trpri8VoAD6brDWBj2HSboDkIiiC7vcbI5FhkNaS6v60z5ofXIW/Nv57FfeBIuuOdR3DzqfaTrjnjkGn1VZdZjlN9xPJz6T2jlbe2Kzu7E5IoARQP+OOYZfF18ET4quM5TMUeMKHUR5oRs93YMIqJhYZTfCSRojns7Bo0wC8I2o8YShC+LLnN7j0sjV2OGfleH8U8KrsKOqtl9iTegpHZgeg4wMwuQ293boyAY2DABKNd5LpdW3oCbR73v8rpfHmRytsPv3o/GotPFcwkX3IewSRe6nY8IAP6V+QeMDzyEmfofMMY/E6/n3YUDtZO6XWMTZfCTtXjk+uyQSURERNTGWF2In167rd3YzD+thyCReikREREREZH32EQZjjWk4dzgvd6O4jErPjiBz74+/UTJRXMN+MPdyV5MRERERERE5D4WZBIREY1QDlHAc5kP4nC9a90VNbJGzA3ZigVhmxCiquxThm9LLujT+jOZ6ytQnXW6uC4AhXh2Qj1kEjfvSO8HemUV/pT2D6hlrR7bUyKIuDhyDTIaUnGkPt1j+w41WnkDxgYcxdiAo/iy6DJUmEJ7XCNjV0wiIo9x58EMRJ5wdcwq+Mpa8L+TNwAudlU8J3A/ron9pMP4zqrpfSryHGiJpcDiQ0Bgs3vr69XApnQgMxKu/hH26OZR7zsfROKKGnNQp+P1BYdRm3O6gDZyxtVuZyP6hVVUYH/NFOyvmQIBjl5167Q6FKgxByJIWduna28sW4gWu1+f9iAiIiIaLuxmY7uf8RMRERERjWwC3s5fhiRNbp8e9D2YnCxswfY91c7jmEi1F9MQERERERH1DQsyiYiIRiiJIOKcoB97XZCZpMnBwrDvMDV4LxQSa5+vX2vWYXf1tD7v05UARcOgKsYEgJmGnf2yryAAt8S/iz8c+BdsorxfrjHYyAULRvtnY2zAUYwLOIJo30JIBBEOUcD/Hb+1V3vIBBtEEVhdfCkujPgGchZoEhF1ySEKqDYHo9gYiRJjBEpaI3BB+LeI8i32djQizNT/AF9pC97Kvx0O9K5zSrS6AL9NfqXTc3VmHTxemdgPAprbCjGTS91bb5UCO0cDu5IBWz/8hHBS4I+ddh/tic0hRb0lwPOBiHqhN8WYv6gwhXRakGlxyFFqDEesXwEarZoui5L31UzGu8dvcTsrERERERERERERDW/NNg3eyLsTj6Y97e0oREREREREdBYWZBIREY1gC8M2wWRXYeWpGzo9r5SYMMuwAwtDv0OMX6FHr72hbDHsoudeiuj72K1zqAvzKcclkV/h86IrvB2l30SrCzBW11aAmaLNgkLasTC42hwMi0PZq/2kgh0fFVyLNcWXQCNvwoLQzZ6OTEQ05PxSeFlijECxMRJFxihnEabZoYK/vB7nhXyPX0V9Dr2quucNiQbA/07egKyGFGjljai36nq15q6k16GSmjs9F64uBSBibMBRzAvZgrfyb4fR7uvBxH0jswEzstveZA739siIAr5LBxr76eHTamkLbot/x621NeYgl4riiLylwhSCMf5ZHcZXFVyFiyK+xrvHf42tFXPx1PhHEaFuXzmd05iEl3Pu4d91IiIiIiIiIiIi6taR+nRsKF2ExeEbvR2FiIiIiIiIzsCCTCIiohHuoshvoFdVweqQw1fWAj9ZM3xlLc73+6PLpMmuxKayBQCAAHkdLor8GutKz0e1We/yXlp5A66N+Qghhq1Yqk93jhuCe1eUN5xcEvkVdlTNQqUpxNtRIIEdQcoaiD93lxIhQBRPvw8Aoii0jZ91ToQAiIBSakaqfwbG6Y5gbMBRBCgaerxuiTGi1xmP1o/FvpqpAIADNRNZkElEI1JhSxQO16Wj2BjpfDM7VB3mpWgzsTDsO0wJ2jfoOlATTdAdxA9Vs5zHamkLzA5ltw//ELvpgJmgyceT6Y8hXnMCAGAXpXgl9x7PBXaXCCSVtnXF1LW4t0WVFlg/ATjZzy8Xr49biUBlnVtrq83BXZ5LWHofzNOvdh4HJU136xpEnlBpMnQY21C6CFkNKdhdPQ01P/9dfjX3bvxt3J+dXz9LjOH4V+YfYHUoBjQvERER0WCn9A9B+i0vnjXa9fduREREREQjxcpT1yMt4FiHB78NNZcsCUds1OkHYCbF+3kxDRERERERUd+wIJOIiIhwbvDeAb3e1oq5aLH7YVzAYdyd9Cr8FY2YH7oZnxZcibWlS3vVJUQCOxaHb8AV0Z/BV2YEQjUYk6QZgPSDl0JqxS2j3sUzmQ97NUewsgr3Jr+EJG3egF+7tDW813Nb7W0tofTKSixPfLO/IhERDUqiCGyumI+1JUvhL29AXlMibKK83RwfqRGzDduxIHQTonyLvZSUqGfjdEcggR0p/lk4L+R7TAnahxeyf4eDdRO7XFNvCejynFbeBK28yXk807ATP9VOwu5q7xX/BTYBiw8CieXurTfLgG2pwL5EwNHPDfnSitkg+wAAIABJREFU/I9ifugWt9d3V5AZMeVSt/cl8rSK1vaVzdkNyfjg5E0disFPNMfji6LLcVXMp6g16/B0xiNoto3s712JiIiIOqPw02HUoju9HYOIiIiIaNCxOJQdHvw2FE07JwjTzgnydgwiIiIiIiKPYEEmERERDSiHKGBj2SJcG/shLor4GhJBBACopGbcOOp/mGHYibfybsfJllFd7pHmfxS/jn8PkeqSgYo9ZEwIPIQpQXudnR8H2pSgvbgjcUVbkawXuNIhEwA0skY8kvp0r7pvEhENF2a7Au8cvw015iD8ddxfoJE3w2xXILtxNI7Vp6GwJRqTg/djpv4HqKRmb8cl6pFG3oxXp9wNnaLeOXZu8J5uCzLrLLpu92y2+cJPdroN5W0J7yC3MQk1lq6LBfuD3AbMzAKm5QAyh3t7HI0GvksHmn08m60zSokJtye+1ac9uivIJBpM8psSkN8UjwTNcdSadXgh+3ddduZdXXQpRmuzsfLU9ag26wc4KREREREREREREQ11J5rj8XnRr3B1zCpvRyEiIiIiIiIAgiiK3s5ARORRgiDoAVSeOVZ8aCn0QUovJSKiM51sjoXFoUCyNrfLOXZRgvWlS7Cq4CqYHSrnuF5ZiRvj/ovJQfshCAORdmiqNgfhgZ/+3e7Prr/JBQtuGvUBFoRu8urn5i9HnkBO4+hezVVIzHg87e9I1Ob3cyoiosGjvDUEL2T/DinaLNw46r+QCm5WeBENcs02X9yxd0WXxVFjA45gpv4HRKhLEO5TCrWs1XmuwmSAQ5QgzKd9O8pj9al48thjverm3mciMLoEWHwI8HfzORcV/sC6iUDhANZ+3Rj3AS6IWNunPV7O+S12Vs30UCKi/hfnewIOSFDQEtvtPAGOgfn3g4iIiIiIiIiIiIYlCex4YtwTSNLmeTsKERERUZeqasyIHN/hvgGDKIpV3shDRNRf2CGTiIiIBlSc36ke50gFBy6IWIspQfvwf8dvxbGGNFwauRoXRXwNhdTa6ZqsvEZs3VntPDYEK/GrC13rljhcBCtrcEX0Z1h56oYBuV6ETzHuHf0SYnwLB+R63Sk1hvdqngAH7k1+icWYRDSi/FgzCW/mL8c1MR9jXuj33o5D1K/8ZC0YG3AUh+omdHr+aP04HK0f9/ORCJ2iDhE+JYhQl6DRqsU9yS93WJMWkIEFoZvwXfmifkwOBDUCSw4C8RXurTfJga2pwP4EQBzA2q8ETR7OD1/Xpz3qLf7YVz2ly/Ml+1bDXF/mPA5OmQNt1Jg+XZOor062jOrVPBZjEhEREXXP0lyH4l0ftxuLW3AHBAlfRxERERERAYADUryaezeemfBHqKRmb8dx2a79NTic0eA8Tk7ww7yZBi8mIiIiIiIich8LMomIiGjQ0quq8dCYZ9Fi84WfvKXbufsO1OH+xw87j89J143YgkwAOD98HbZVzkGxMarbeVLB1mXnqN44L2QLbh71/qD4YX+jVYMmm7ZXcxM1eZgU+FOP88x2BawOeY9//4iIBjO7KMGqgquwrWIOHkj5d7ddqomGk6nBe7ssyGxPQJ0lEHWWQBxrGIsY31OQCGKHWc02XxxxFnG2GRdwGLMN2/FD1UwcqRsHB6Ru51VYgdmZwNRcQNrx8r1yKBbYPBZo8XE7hltkghV3JKzo9M/NFetKz4dVVHR5Pn/ti6jN2eU8Hr/sVRZkEhERERENE+aGChx+9/52Y3ELlnspDRERERHR4FRhCsUHJ27C8sS3vB3FZWs2lOKFFacfmn3jFdEsyCQiIiIioiGLBZlEREQ0qAkCWAznBpnEjtvi38Ffjz4BAFBLWxChLnF2fgpXlyLCpwQGVSVyG5OwpvhiHKib1Ov9faRGLEt4GzP0u3qePEBKjL0vwM1tSsZPtZNwTlDHosxqUxAO1E3EwdoJONaQBh9pK+5KfB0TAg95Mi4R0YBosGjxUs69MNrU+Mf4PyFYWePtSEQDwuaQYnLgfrwtLHP54RNR6qIOYw5RwCs5v0WFKaTd+HjdIcw07MRMw07UW/yxq2o6viy6rNcPiQAAiEBqEbDwMKBtdSmqU1kAsH4iUBTs3vq+uizqS0T5FvdpD5NdiU1lCzyUiIiIiIiIiIiIiIhoeNpSMQ8TAw90er8DERERERERDQwWZBIRERENUyn+2Xgy/VEEKmsRIK+HIHQ+b7R/Dkb7/wtFLZFYU3wxdlbN6La70yi/47g3+SWE+lT0U3L3nF2QKcABieCABA4IggiJ4IAAEa12NQDgvRO/xtiAo5BLrMhrSsSB2rYizEqzASb76bZSVocCz2Q+jKuiP8Hl0V8O6MdERNQXuY2J+E/2/RitzcZDY56FUmrxdiSiAWMTZfipdhJS/TNwpD7dpbWR6o6FhZ8VXgGNvAnnh6/DutKlzvGxAUed7wcoGqBXVaHZ5ucc08gaIUJAs03T6bX0DcCSg0BcpUsRnVrlwPdpwE/xgChxb4++ilYX4JLIr/q8z+by+Wix+/U8kYiIiIiIiIiIiIhoRBPwVv7tSNTkwV/R6O0wREREREREIxILMomIiGhYCDEoMfvc0y2BkhJ4MzcAxGtO9HpulG8x7k5+DVfFrMK3JRdgS8U8WBzKdnMuCP8G18Z+BJnE7umofXZe6PeYG7LVWXjZVQHq+yduwrrSpag26/HXo39BlUmPJpsWkwJ/xLKEt1FvCcDz2Q90WLevZgoLMoloSBBFYEPZYqw8eT2uiP4MF0eu6fLfRKLhSiU1Y3f1NGjkTS6vPbsgs8YciImBB5CgOY5Xc3/jHA+Q17XrClnUEolPC67ETMMPGK3NxmhtNiLUpfh31u+xv2ZKuz0VVmBuBjAlD5CILkcEAByKs2PTWAmMKu/9Dy6BHXckrujza0ObQ4q1ZxS6diUgJh0SyekfZ6oCQvt0XSIiIiIiGjykSjWCU2Z7OwYRERER0ZDQYA3Ao4eewhUxn2GOYRskgpu/bBhAcdG+7e7rSeZ9PURERERENIQJojj4vxEjInKFIAh6AO36ixQfWgp9kLKLFURE1JlGqwYbShdjQ9liCBBxV9LrmBh40Nux+swhCngu80EcqJsEAQ5M1+/CJZFfIdq3CABgFyW4Z//LqLUEtVsXIK/DG1Pv8kZkIqJeM9mVeDN/OQ7WTsBvk1/BpMAD3o5E5DXflizFypPXd9v5uzMvTroXIT6dt6zMb4rHobrxyGlMRoiqAssS3nGes9jlUEitHda8kHU/9tac23YgAmOKgcUHAY3JpVhOqqjjCL3yXahj8+EQBVgcirY3uwJmhxIWhwJmu9I5/stYbmMSvq84D4DnCjgviliD6+M+7PM+2ytn4bXcuz2QiIiIiIiIiIiIiIhoZIlUF+G62A+Hxf0cRERENPRV1ZgROX7t2cMGURSrvJGHiKi/sEMmEREREXVKK2/ClTGf4aLIr2GyqxCgaPB2JI+QCCLuHf0SVhddirkhWxHqU9HuvFRwYH7oZnxaeFW78QarPxyiMCSeLElEI1OpMQzPZ/8eNocMf09/HJHqEm9HIvKq8bpD+O/Jm1xao5SYoFd1/TuABM1xJGiOd3qus2JMAEjxz8KpllhYqkNw/gEBCeUuRTrNxwjDhR8haMYmCD+31ZQIIlRSM1RSMyDveuma4ouwo3IWPFmMGaYqxZXRn3pkr2+KL/TIPkREREREREREREREI02xMQrPZv4RY/wzcF3sh13+HoOIiIiIiIg8hwWZRERERNQt503+w4hKasY1sZ90eX5e6BZ8UXQ57OLpl8siJGiw+kOnqB+IiERELtlTPRVv5N2JRE0e7hv9IvxkLd6OROR1EepShKjKUWEKdWndyzn3QCGxQC6xOt8UEgvkwunjCHUJxvhn9Wq/RfrNmHRUjaqNlwE2hesfiOCAbvpm6C/8BDLfZpeW1pp1eC33NzjWMNb163YXCQ4sT3yzyyJUVxyqTUehMcYDqYiIiIiIiIiIiIiIRq7MhlT86fA/cG7wHlwT83GHh1MTERERERGR57Agk4iIiIaF1lY7mlpszmOZVECgzo0b3okA6BT1mBy0H3uqp7Ubr7PoWJBJRIOKzSHFRwXX4tuSC7E0/FtcH7cSUsHh7VhEg8Z43SHsrJoBk10Fm9hNC8mfmR0q7K6e3sMsEX8Z+9deXb8lNxVlq26FpTKiV/PP5hOTh9Ar34VP9AmX1+6tnoK38m9Hs03j1rW7syB0E1L8sz2y15qSi3s919JcB9F+ughU5qOBVOHjkRxERERERORdDrsN1ubadmMKrR6CIHgpERERERHRUCRgT/U07K+ZjAWhm3B51BfwVzR6OxQAoLnFBmOr3XmsUkqg1fT8uxsiIiIiIqLBiAWZRERENCysWlOM5Q8ecB6fk67Dzm/mei8QDXmLwjZ2WpAJnPROICKis9RZAvBi9n3Ib0rAnYmvY27INm9HIhpUylpDkRZwDNfEfIzf/fQC6q06j+w7y7Cjx2JEW6M/KlbfgIYfZ7l1DalvIwwXf4iAqdsgSMRu59aadXjs8JPwkbZCJTXBR9oKEQIyG8YA8PyNy0HKalwX+6FH9jreNAqZDWMQrS5o1yUzVFWGGnMQrGL7B6zsfu5y1Obsch6PX/Yq4uYv80gWIiIiIiLyrpbyfGx6ML3d2KUrjYAg9VIiIiIiIqKhyy7KsKFsCbZXzsZFEV9jacRaqKRmr2b6xwtZeGFFvvP4xiui8fYLk7yYiIiIiIiIyH0syCQiIiIi6kSKNguR6iIUG6OcY+8d/zX2Vk9FgiYfiZo8RKmLIJPYu9mFiKh/ZDWMxovZ9wEA/jL2r0jU5vewgmhksdjlCFLUIMynHAAgCN0XNboi1T+jy3OiQ0DdzgWo/OYaOFp9Xd9ccEA3ayMMSz+FVN3SqyWNVi3qLIGoc/1qbhCxLP5t+MhMHtnt65KLMMrvBP4y9q94NvMhZDSkIURVjj+P/Ru2V87GxwXXeuQ6REREREREREREREQjUatdjVWFV2Nj2SJcEf0Zzgv9HlLB4TxvcchhsquglTd5MSUREREREdHQw4JMIiIiIqJOCAKwMPQ7vHviVudYldmAqkoDtlfOAQDIJRaM8juBBL98JGja3oKV1RA834yKiAgAYLT5YEPZYnxacCVi/U7hwZTnEKgcmDIsoqFEIbW2O5bA0cVM172ZtxxWhxwLwza1G28tikXZqmUwFSS4ta/PqGyEXfEuVJEFLq1rtvm5dT13zNLvwITAQx7Zq6LVgLymRPx93ONQSi1I9c9AhSkEj6f9HYHKOlwU+TX21UzBieZ4j1yPiIiIiIiIiIiIiGikqrfq8Pbx27G2dCmuif0YU4L2I78pHutLl+A3Sa95Ox4REREREdGQw4JMIiIiIqIuTA3ei/dO/BoiJJ2etzoUyGkcjZzG0c4xf3m9szgzQZOPeL/jUMtaByoyEQ1DogjkNyVgc/l87KqeDotDiZn6HVie8GaHojMi6pxE8FxBpgNSvHP8NlSbg3Ft7Mewm1SoWnsVarctAcTOXzN0R+rbiJBLVsJ/ynYIkt518nSIAr4uvggKqQUmu8rla7rDX16Pm0Z94LH9vitfiN+Pfh6Byjr8WDMJmyvm489pf0OwqgYOUYBUcODOxDfwyKGnIRXsuDb2I+yVeKYzJxERERERERERERHRSFTaGoHnsx5AlLoQ5a2h+Fv6nyEReve7CSIiIiIiIjpNEEV+M0VEw4sgCHoAlWeOFR9aCn2Q0kuJiGggmEx2NLXYnMcyqQBdgMKLiWioqzXr8FzWg33uyiTAgXCf0nZFmtG+hZB6sDCEiIanFpsaOypnYUv5PBQaYwC0/ZtyXeyHuDDiG3bjJXLBvftfRKU5BACglJigV1XBoKyEXlUFpcSMr0su6vIBDF0SgcsbM5G+JxT2hkC3cgWcuwWGSz6EzLe5x7kmuxI7q2ZAp6hDtLoQcokVTxx9AmWt4W5d21X3Jf8H0/R7PLJXo1WD/KYETAw8iNzGRLyccw8eTv0nItSlOFafitLWcCwK+w4Ha8fj2cyHMDdkK+5IfBN19RbkNcRge+Us7K+ZAociCFKFj0cyERERERGRdznsNlhb6tqNKTTBEPgDECIiIiKifnFhxNe4IW7lgF2vucWGVpPdeaxUSKDVyAfs+kRERDQwqmrMiBy/9uxhgyiKVd7IQ0TUX9ghk4iIiIYFlUoKlUrq7Rg0TIgisLr4Upxsjuv7XpCgpDUSJa2R2FY5FwCgkJgR53cSCZp8JGrykOCXjyBlDYuriAiiCOQ1JWJz+Xzsrp4Gi+P0Q0XU0hbck/wyJgQe8mJCoqHp1vj/g5+8GQZVJbTypg7nw9RleDNvea+LMnXNwPkHgITyMbD3PL2D2gArQq9+G+Gp23q9RiU1Y7zuEF7OuQfZjSlQS1ug6eRj6Q+Tg/Z5rBgTABQSCyYGHkSpMQyv596FB8c8B4OqEv89eQMO16Xj0dSnUGvW4fW8uyBCwKKwjQAAXYACUwLKMCVmFYy2r7GjchY2V8xHYUuMx7IREREREZF3SKQyKLV6b8cgIiIiIhoRDMoKXBn96YBe089XBj9f3rJMRERERETDAztkEtGwww6ZRETkKdXmIHxffh62VMxDncW9zle9FSCvc3bQ9JW1wOqQwybKYHPIYBXlbf89a8zqkMMuSmF1yDudr5U34uqYT5AakNmv2Wlg2RxStNp9oJH33E2Nho7OumGeKcynFH9I+RfC1WVeSEc0MqwrXYL3T9wMoOsnJEjtwPQcYGYWIHejElNQmFA09QTeCxkDhwSIVBdhln4HZhp+QJCyttu11aYg1FoCUW8JwMcF16C0NcL1AG7wlTbjuUkPQqeo9+i+dZYAPJ3xCO5IWAGZxIZXc+5GlG8Rbk94CwqJBe8evwXNNj9UmfX4R/rj3e71Q+UMvJJ7j0fzERERERERERERERENTyIeTX0K43RHvR2EiIiIhiF2yCSikYIFmUQ07LAgk4iIPM3mkOJA7UR8V74QR+vHeTuOyyYH7sN1cR8izKfc21HIQ4w2H5xsjoNeVQWDij+rGuo2lc/HByduatcN80zpukO4N/kl+MqMA5yMaOT5suhSbChdDLsohU2UwS5KnW+xlQKW/gQEu9mUUjN2P6rm/4hnS+/E2UWfAhxI8c/CvJAtmGnY2el6q0OGImMUCppjUNASg/01k1FjCXYvjAvuSHgD54Vu9eieRpsPnsn8I66N+Qj5TQn4vOhXuC72QywM2wQAqDEHQiNrwq7q6ZAIDsw27OhyL7sowV+O/BX5TYkezUhERERERERERERENBxJYEes3ykEyOtxXdyHiFSXeDsSERERDSMsyCSikULm7QBEREREnrD++3L8+7U853FSgh9efXqCFxPRcCKT2DEleD8mB+3HY4efxInmeG9Hcsn+2ik4UDcRi8I2Ym7IVvhIW6GUmKGSmqCQWCB03QgMDlFApcmAUJ+KgQtMPVLLWpEakImM+jHYXzMZsww7oJW7WSFEXlVr1uF/J2/oshjzoog1uDb2I0gEPkyJaCBcFrUal0Wtbjdma/RHxeob0PDjLLf2rFcD6ycAFbGJsFaMQWcdOEVIUGXSI8yn6y64cokNo/xOYpTfSQBApdmAmtr+LcgcG3DEo8WYdlGCUmM4Piq4FvNCtmBV4VWoNgXj8bF/d35cAJzdQmN9TyHijBtB7n/8MDKyG53H9y1PgDHpXhZjEhERERENA8bqQvz02m3txmb+aT0EidRLiYiIiIiIhicHpM57Hkb7Zw9YQeaKD07gs69PX2vRXAP+cHfygFybiIiIiIjI01iQSURERMNCRaUZ2/dUO4+NrXYvpqG+2lk1HY1WLZI0uYjxLYBMMjg+n4IAXBH9GZ7N/KO3o7jMLsqwrnQp1pUubTcuwAGFxAKV1ASlxAyltK1QM1GTh5tG/Rf/O3kDdlbNwN/TH2cnxkEoNSATcX4n8WXRZVBJTVgavhY+MpO3Y5ELPjx1HUx2nw7jcsGC5YlvYpbhBy+kIiIAEB0C6nfPQ8Waa+Fo9XN5vV0A9iQB21MBqwyANaDLuRN1P+E3ya/BT9bS6/1rzYEuZ3KFUmLC8oQ33V7fbPN1dvMsaIlBYUs0io2RECFgWvBufHDiJqT4Z+HpCY902QE41q+g3fHhjHrs2l/rPJ6z+Bxk+lzqdkYiIiIiIho87GYjqrO2ezsGEREREdGIcqw+DRdHfj0g1zpZ2NLuvp6YSPWAXJeIiIiIiKg/sCCTiIiIiAaVzIYUvJpzNxxoe/K5QmJGvN9xJGrzkKTJRZI216udACfoDiLeLx/HmxO8lsGTREhgdqhgdqjajZ8bvAfflizF2tILAADPZPwRT45/DCqp2RsxqRtqWSuuj/sQGfVj8FTGo5iu34UFoZsgl9i8HY16kNUwGj9UzYJCYkaoqhwhqgoYfCoRqirHaG02onyLvR2RaMQyFceg7JNlaC1wr/NiYTDw7SSgyr/7eRLYsTRiLSYGHsAPlTMxNuAoItSlvbpGjTnIrWy9dU3sx9Crqnue2Ilasw4PHXwWzTYNJLBjmn43ykxhsIoKqKSt2FU9HdfGfoQLI77tU8atFXMRPJrdcoiIiIiIiIiIiIiI3JHTmAybQzpoHpJNREREREQ0VLAgk4iIiIgGjRpzIF7Mvs9ZjAkAFocSWY1jkNU4xjkWoipHkiYXido8JGtyEOVbBIkg9ri/zSHFO8dvwy3x70IhsbqVURCAK2M+xT8zHnFr/VAgwAEBIj44eTPkggXT9LtxbvAeHG+KR7I2h7+MGaTiNcfx+5Tn8XXxRfh31gN4OPUZb0eibthFCVYXXYqXzrkHemUVBMHbiYgIAOwmFarWXoXabUsAUeLyeqMC2DQOOBQHoBf/X4sQ8E3Jhfim5CIAwN1Jr/SqINNil6PJpnE5X29FqouwOGyD2+vfyLsTJrsK80M24eLINTA7lNhZNRMAoJYacV/qi0jW5vY5Z5NNg+A+70JERERERERERERENDKZHSrkNyVgtH+Ot6MQERERERENKSzIJCIiomFhykQdXvxHuvPYEKz0Yhpyh9UhwwvZv0ODNaDHuRWmUFSYQrGjajYAQCVtRbI2B7cnvIVgZU2X6w7WTcD3FfNQaTLgwZTn4CMzuZU1PeAwEjW5yGtKcmv9YKeWGvHhqeuglrYg2rcQGQ2pOFo/Fsvi38anhVciQZOPCbqDnRZmVpgMCFFVeiE1KSVmfFV8CTIaUiGBA9kNyfzF2SC2qWwBZhl2wKCq8nYUIgIgikDT4Sko//xm2Brc6zx5MK6tGLPVhZehItoXfdZZdD2usYsS2EQZpgTtw76aqa7G7BWbQ9arh1105vuKuYhUF+POxDcQqKwDAHxReBkAYFzAYfw2+ZVOu53XW9raiQYoGrrc+77bE3D1JW3duu2iBOrEImT4FKHYGOVWViIiIiIiGjyU/iFIv+XFs0b5BCsiIiIiov6W0ZA6IL9XvmRJOGKjfJ3HSfF+/X5NIiIiIiKi/iKIons3VxERDVaCIOgBtKsEKT60FPogFmcREQ1mb+bdji0V8/u0R7CyCo+mPYVwn7JOz/878/fYXzsFABDvl49b4t+FUmKGVGKHXLBCLrFCJtggk9ggE2yQCvYuu9YdrhuHpzMe7VPe3tIpajFDvxPrS5fAJsp7tSZMVYrJQfuxrXJOt0WucsECQRBhcXT9dTLW9yTG6Y5gU9kCGO1tvyDRyhswQ78Tcw1bEeNXCAAobInCk8cew6uT72YXTS/aWLYQ7x6/BWkBx/BY2lPejkOdaLRq8Fb+7fj96OfZGZNoELDWBaFs1a1ozpjk1vpKLfDtJKBI3/csOkUtwnzKoJYa4SNrbfuvtBVq2en/qqVGCBDxQvbvYHao+n7RTghw4N1pt0AlNbu81mRXdlj3p0N/x4TAg7gs6ssOhZ5Gmw/Wli5FlLoIU4P3uZX3/RM3YV3pUrfWEhERERERERERERGNZGP8M/DnsX/3dgwiIiIaJqpqzIgcv/bsYYMoinxqPRENK+yQSURERET9wmKXo9GqRZNNg0artu19q6bTsSarBk02bZ+vWW3W44kjT+CR1KcR53eq3blGqwYH6iY6j483J+BPh5/sdj8BjnYFmmcXbHrKLMN2HKiZiBb76SdAyiUWTA7cj9kh2zEu4Agkgoi8pkTkNI7uYhcRsb6nMDloP6YE7UOUbzEAINK3GK/l3t3pCpW0FQ+mPIc91ediU/nCTucEKmpgsquwpviSduONVn+sK12KdaVLEet7EpOD9mNt6VK02PxgcqjgJ2npPKUItNp9oJKa3O68Rd1bFPYddIo6vJRzL3Iak5CszfV2JDrLZ4VX4OqYT1iMSdTPeuraLDoE1O5YjKpvrobD7OPy/hYpsC0V2JsEOCQ9z++NOksg6iyBntmsD0RIUNgSjSRtnstrzyzGrDAZkNWQgvPD12GGYVe7eVaHDBvKFmNj6SLcnvgWxgYcczvvzaM+QK05EHtrznV7DyIiIiIiIiIiIiKikSivMRGrCq6EQVWJuSHbvB2HiIiIiIhoSGBBJhERERF5xIenrsWx+jRnkWV/dWzqSaPVH387+mc8NOZZpPhnO8d3VU2HXXTt5a8ICayiAla7wtMxncJ8SnFn4huoiQ7Cf7Lvh0ywYU7INkwL3g21rLXd3DH+mZ0WZColJtw7+iVMCjzQ4dxsww5sLp/fYZ1G1oiHU/+JeM0JaOWN2FS+AEDH6rBaS1CPH8OpljicaolzHmfWj4FdlKLOokOtJRB1Fl3b++a2980OFe5Jfgkz9Lu62ZX6YnLQj/hT2j/wacGVmBT0E6LVhYjyLYJW3uTtaCPe8aZR8JG2IlJd4u0oRCPCsfpUpAVkdBg3lUSj9OPlMBUkuLVvTjiwfgLQ4NvXhINXQUuMywWZdlGCDaWLkdWYgrzGRNRbdQDaOncnaXOhV1XDIQrYUTkLnxZs+jg9AAAgAElEQVReCYcowR9Tn0GMb6FbGUuM4fipdhIO1E5EbmOSW3sQEREREREREREREY1kVlEBk13FYkwiIiIiIiIXsCCTiIiIhoWsvEZs3VntPDYEK/GrCyO8mGjoOFg7HhMCD/Vpjx8qZ3TooOhNrXY1nsp4FL8f/bzzY9teOdvLqTq3OGwDpIIDBlUVnhr/WLdzU7RZ+PKsMY2sEQ+NeRaJ2vwu190a/3945ODTcEAKAAhSVOPRtKcQoS4FAET7FiFFm4WsxjF9+lh+8Xz2Az3O+ejUtZgcuB8KqdUj16SOkrW5uDX+//B0xiOoMhsAADpFLaLURYjyLUK0uhDRvoWI8Cnh52GAOEQBa4ovxl1Jr3s7CtGIEKKqxJbyeTCoKmFQVQEAHBY5qtb/CjVbLgQcrv9YTKarxk/nVuIrjWe+Zg5mp1piXV4jFRzQyJvwU80k5+sOACgzhePPR/6GX0V9jvVlS1BsjEK0ugB/TH0GQcraXu//+bflOFzojyJjFApboqBMvAjaqOH/uSAiIiIiGgkszXUo3vVxu7G4BXdAkEi8lIiIiIiIaCQQcVX0KlweffadCJ63a38NDmc0OI+TE/wwb6ah369LRERERETUH1iQSURERMPCvgN1uP/xw87jc9J1LMjshcKWKGwoW9yhINMhCshpTEalyXD6zWzAGP9MXB2zqt3cSpMe7xy/bSBj94rVocBzWQ/iN0mvIVpdiBPN8d6O1Kn3Tvwam8oX4JzAH3FO0I9I0Bzvcm6SNhdSwdau0+c43ZFuizEBIMa3EAvDvsOGsiUI8ynFY6lPIlhV027OorCNnRRkitDKG9Fo9Xf54+pJtVmPdaXn45KoNR7fm04LV5fh7+mP458ZD+NUSxzqLIGoswTiSH26c84E3QH4yZphhxRXRn+KMJ9yLyYe3rZVzMF0/S6opGZvRyEaMRaHbcB/su/Hn9L+AUt+Mso+WQZrdajrG0lsCDpvLfRLPkeMTMShI39DQbuCRRE6RR3CfMoQoqrAD1UzYXX0X4dtdykkZiRo8pHZkNrj3IKWGLeuEaysxtKItfim5EKc2X27zhKIt4/fDgBI8z+K36c836EbeFdyGxOxrvR8/OuFh1GVs945Pn5ZEAsyiYiIiIiGCXNDBQ6/e3+7sbgFy72UhoiIiIho+BPgwM2j3seS8A0Dcr01G0rxworT9zbceEU0CzKJiIiIiGjIYkEmERER0QglisD7J27u9Nznhb/C50VXdBgf45/Z7tguSvByzj1otav7JWNf2UUZXsn5LeL8Tno7SjcEFBujUGyMwuriy6BT1GJi4AFMCvwJaQHHoJCc7lyokpoxy7ADteZA+EhboZKa0Gzzg8mu7LHA66qYVagwheCuxNfhr2jscH5K8D7oTtaizhLoHEvzP4asxhTPfahnWV18KeaGbO00D3lOgKIBfxn7V7yQ/bt2hZi/mGXYgen63dhddS42li3CzaM+8ELK4a/FpkZmwxj8Juk1b0chGlEClXUYLT+FH1b8C6HZbhRiAvAZlY2wq96BKrwIAKAE8EDKv7GrajpCfcoRqipHqE95u6/FapkR35Zc6IkPwWPGBRzGbQnvYEflrF4VZBa1RMEhCpAIokvXifItwspT1+PMYswzzTZsw/KENyGT2Hu9Z6CiFofr0mE/o+smERERERERERERERG5b7Zh+4AVYxIREREREQ03LMgkIiIiGqF+rD0HGQ1pSNG2L7I8XDcOXxRd3ukarbx94dwXhZcjrymp3zJ6ggjJoO2O2Zk6SyA2ly/A5vIFUEpMSNcdxjlBP2KC7iA08mbcmbii3fxWmwr5TQlIC8jodl9fmREPpz7T5Xmp4MD80M34rPDKtvnSZhhUlTjWMLbvH1QXWu1qfFp4JZYlvNNv16A2PjITHhrzLN7MX47tlXPanWu2+QEAJgYewMpT1+Pa2I/aFQKTZ6wuuhSXR38BofP6JCLqB6IINP44A+mfz4JgdP3hEVJ1EwyXrETA1G0QJO2LEg2qKlwa9VWHNQ5RQKXJgEifYkhghwMSdFWYOFD85fW4Ke4DzDDsAgBUtIb0ap3ZoUJ5ayjC1WUuXe9I3TgUtkR3ckbE5VFf4KqYT13aDwCCVTW4Jf5drHN5JRERERERERERERERdWZP9bm4OuYTBCrrvB2FiIiIiIhoyGFBJhEREQ0LIQYlZp8b7DxOSvDzYprBz+KQ478nbwQA2MXTnYaqzUF4Jee3ECHpdJ2/vMH5flbD6C4LN71NKTEhxrcAsX6nEOt7CvWWAHxe9CvYxaH18tfsUGFfzVTsq5kKCewY7Z+NcwJ/xKSgnxCiqgTQVmgXqS72yPXmh27Gl0WXwS7KcHXsJ9DImpCuOwytvBFPHnsMNlHukeucaXP5fCwO24AoX898DNQ1mcSOuxJfR5hPGbIbR8PmkMEuSqGSmAAASqkFY/wzsb9mMmbod3k57fBS0BINldSEMJ9yb0chGjEsNXqUfXIbWrLHu1UO6X/ODoRc9gFkmiaX1kkEEaE+FQj1qcB5oVvbsjjk2FC6GF8WXQaj3dc594KIb1Bn1mF/7WRYHQo3UnZPgAPnhXyP6+I+hJ+sxTleYepdQSYAFLTEuFSQ+fGpq7G6+FJ0VoS6JGy9W8WYv4j2LURwXCokktOv51QB7nU9JSIiIiKiwUeqVCM4Zba3YxARERERDXsS2BGhLkGr3QdfFV+CW+LfG5DrxkX7truvJ5n39RAReVyzzRdqqRESQex5MhEREfXJ0LojnYiIiKgLS84LxZLzeEN2b60rOR+VP9+M/0tBps0hxYvZ96HJpu10TbS6AGP827ppNtt88Upu14Wb3pKuO4Sb495HqE95hx8sTQw8gFdz70aRsbOOTYOfA1JkNqQisyEVH5y8CZHqYpwT+CPOCfoRCZrjHrmGTlGPKUH7UGEKwYLQTc4/w4pWQ78UYwJtHUxXnrq+2+6d5DmCAFwWtbrL8zP0O7Gm+GIWZHqQKLb9m3tr/P95OwrRiCDaJajZuhRVa6+EaFW6vF4eVIGwq96BX8oRj+TZWz0FH566DhWmjq9TD9RMxL8m/gFmhxK7qqZjW8Uc5DcnwBMdNSPVRVgW/zZG++d0OOdqQeY0/Z4e55nsSryccw8O16Vjhn4nRmuzsaV8Hk62jHLO0Snce8K2XZRgddGl+KLocqTezB9lEhERERENV+rgaMz683fejkFERERENOz5SFvxr4kPDfh177hpFO64aVTPE4mIqIP1pYsRqS5GjG8BNPLmLueVt4ZifekS/CbpNRZlEhER9TPexUREREQ0wtSade06W4o/3/T/4anrkNeU1OmaMf4ZeDDlOahlrRBF4O38ZagxB3c615uO1afB7FB2+gOlWL8CPDn+MXxScDXWliwddMWkrhFQbIxCsTEKq4svQ5CyGldEf4Y5hm19/mHakvD1kAm2dvtsLp/f18DdOlQ3AYfrxiFd55niF3JfWsAxvJb7G5S3hiDUp8LbcYa0WrMOxxrScKB2ImYbtkMhtXo7EtGw11oYh7KPl8NUHOf6YokdQed9C/2SzyFRmj2WyVfW0q4bOQDoFLWYoDuIiYEHfp5jxMKwTVgYtgnFxghsrZiLHypnot6qc/l6cokFl0V+iYsj10AmsXc4b7Ir0WD17/V+BS0xPc6pNOnx/ombkaTJxR2JK6CVt3UVXRi2CRn1Y/BZ4RXIahwDwY3XKAUt0Xg99y6canHjc0pERERERERERERERB3YIe15EhERDRr1Fn+8d+KWn49EBCpqEet7CtG+hZgXugUGVZVzrlpqxA9Vs2AXpfht8iuQCg7vhCYiIhoBWJBJRERENMJ8XHANzA6V89guSrG3egrWll7Q6fxpwbvwm6TXIJfYAADbKudgT/W0AcnqKrsow/HmeMT5ner0vEJixY1x/8NE3QG8nncXqs36gQ3YT2rMwViRdyc2li7CzaPe77QbVm8la3PbHe+tnoI1JRf3NWKP/nfyBowN+COfzuZlUsGBacG7saViHq6L/cjbcYaUFpsaWQ0pOFo/Fsfq01DSGgkAiPM9gYmBB72cjmh4c5iVqFx7JWq3LgVE1x+4oIo6jrBr3oJP1CmPZ0sLyMCzEx7CJwVXw0/WjImBBxCvOdHl/Eh1CW6IW4lrYz/C4bp0bK2Yi59qJ8Eu9vwjvDT/o7gt4R2E+ZR3OaetO2bvO3DmNyXAaPOBWtba6XmbQ4pGqxYPpPy706/hqQGZ2F5Z2VaQid5/jT+zK2ZvPnYiIiIiIiIiIiIiIuodu4MFmUREQ0mxMfKMIwG1liDUWoJwoG4S1DIjLo78GgCQ05iEb0ouBADsrp4OhyjBvaNfYlEmERFRP+EdTURERDQstLba0dRicx7LpAICdQovJhqc8pvisb1yTruxOosOb+Td2en8dN0h3JP8svMG+7LWULx7/JZO5w4GMb6nMC9kS4/zUgMy8eyEh/DeiV93+PMYyk62jMITR5/AucF7cH3sSuhV1S7vUWUKhkbeBJXUjGJjBF7PuwuuFG64q8gYje8rzsP80J4/f9S/Zhh24rnMB3FV9KpOu6tRe0abD17OuQeH6sZ32nk3XnPcC6mIRo6mzPEoX3UbrLWuP2RBUJhguGAVAmevhyDtv19CqWWtuCX+PZfWSAUHJgYexMT/Z+++w6Mq0zaA32d6JpNJnfTe6b2LgCAi4ooVdS2rWNauu+q3+6nruuq6n2VdC5a1u65rFxUREaVJJ0gJJRXSe51ML+f7I+tATICUmTnJ5P5dl5ecd8553zsIyTjnPO8T8RPaHSHY0jALG+vm9NgpMkTRjmvS38Xs6B9PO2+dJQYqmQ2XJn+MLQ2zTtl5MkZTiymRu/Ba8Y24K/f5Hs9RyFzIPMX3uSZbBPLbRmNa5Hbk6Hu3YcSpumLaO1oguo53HFYEhUCuCurVvERERERENLi5XU44Opq7jKn0BgiC7z+bJCIiIiIaTpyiAjsap2Ja1E6/rtthcsJsOX7/WaOWQR+i9GsGIqKhqGtBZlfFxkxsqp+NNdWLUNqR0eW1HU3T8Y8jMtyV8xyf/yEiIvIBQRTZgYaIAosgCAYA9SeOVe5dDEOkWqJEROQP73xYhpvu3eM5njwuHFtWzZUu0CDkFgX8af9fUGzM6vU1CsGBR8Y+jIyQUjjdcvxp/1+6fXgzmDw85s8YEXqkT9ccacuBQ1QiWGGCTtGBJlsk/nbwD126iA5FSpkdSxJW4YLEL6CR2057vt2lxLbGGRgTdgAR6haYnUF4YN/jqLHE+yFtp1BlK/4x6W4EKax+W5O6E0XgrrzncFXqe5gatUvqOF5hdgZBI7d6vQOr2RmEvx7831N+X70h4zUsiPveq+sSEeA06lH72bVoz5vVr+t1I39C7KVvQhXZ4OVkvnWsIwUb6+fgx/ozYHSGYE70RlyV9h5ClB29uv6ryiXQK9sxJ2YTgM73Qd/WnIOdTVO7dKLMDCnC/SOfhF5pxFslv0FycHmfN03ocAZDFIVeZ+tNV8yNf56H5oKtnuPxN6xA2vwb+pSLiIiIiIgGJ2PVEay7d1yXsaX/NkOQsXsPEREREZH3iZgbswG/SX+7V88TeMMfHjuAZ18t9hxffUkyXn92kl/WJiIaKnY0ToVaZkOa7ihCVe0AgNeLl2Nd7dn9nnNSxG7ck/ssizLJbxqabEgcv/qXw9GiKA6tBzSIiE6DHTKJiIiIhoktDbP6VIwJAE5RiWcO/x5PjP8jvq4+b1AXY86M2tLnYkwAyA3t2q0pWtOA3494Bv936H9OWgwwFDjcKnxecRE21M3F5SkfeAovelLYnoUtDbOwLOVDaBUWAMCKwtv8WowJAG2OMHxZ9SssS/nIr+tSV4IAzDJswQ91Zw2pgkyLU4NaayxqLbFosBlgdmphdmlhdmrhFmVQye2IVtdjbswGRKhbBrxehzMYf83/39N+X0zVHRvwWkR0nCgCbTvmoHbl1XCbdX2+Xh7SitiL3oF+4jYMxSYrqboypOrexa9T/406awwStNV9uj5XfwRZ+uMPO+SGFiA3tADNtnCsq12A72vnI1tfiDuyX4BK3tmJ8tr0d/DckTuRoy9AorYKAOBwKyBCgErm6LZGlTkea6oXYVP9mQhRGnFD5usYH77vpJnMziBsqj8Ta2sWotqS0Kevh4iIiIiIiIiIiIiI+kPAhrp5ONKWi9tzXkRmSInUgYiIhrVWeyheLboZP7VM/O+IiHBVC9KCj6LCnDSgufOaJ+OZw7/H70b8HUqZc+BhiYiICAALMomIiIiGBatLjfePXdmva5vtkXg0/yFUmQfvA/JqmRVXpr3vtfnGhh/Abdkr8ELBHRAh89q8UmixR+DloluxtmYhrk1/B9n6Is9rdpcSH5Yvg82lxnUZb0EuuAEAn5ZfhLzmyZLkXVW1BPNjv0eUugm1lhiYnMHICCmVJMtwdobhR6ysWIpGaySiNE1Sx/GwutSotcR6Ci9rLbGoscZBI7NiQsRPGBu2H2PCDyBYbuqx0KraHIevq86D0RmCmYatGBu2v19dM40OHR7PfwDHTGmnPE+AG0naij7PT0Q9s9XHoubDG2AuGt2v68Omr0fMBe9BHmzycjL/U8hcfS7GBNClGPNEEeoWXJbyMS5K+gwywd3le6NMEHFr9st4pehm3JL1ClRyB1ZXLUaDzYAbMt/wnLevZSy+qT4X+1rGed4/2Wwa/O3gHzA7ejOuTXsHOuXx3/ujHan4ruZsbGmYNeQ7kxMRERERERERERERDUW11jg8vP8RXJz0KZYmrezXvVMiIhqYnU1T8FrRjTA69SeMCmixR6DFHjHg+QW4oVN2wOIKglJmHPB8RERE1IkFmURERETDwBeVFwzoA5rKAe605WtLk1YiSu3dorGZhm1od+jxdul1Xp1XKiUdmfjT/r9glmELrkx9H422KLxadDPmRG/EBWlfes7b0zwBn5RfIllOh1uFd0quRaiqDevr5uHc+G9YkCmBBG01JkfsxqqqJbgm/V1Jb7w53Apsqj8Tq6qWdOnaqpWbMMuwBdemv4O04KO96nQXr63B1envweLUYHPDbDx16D5k6wsxN2YDwlWtvcrT7gjB4/kPoMyUetpzE7RVUMvtvZqXiE5OdMrR+MP5aFxzEUSnqs/XKw01iF/2GoKzD/kgXWBRyFw9jqvldlyb/i4+q7gQ58avwcrKpbC4gpAZUgynW4E1NYtO8X5RwOb6M7G/ZSyuTX8HTlGBtTULUWzMBDAE25QSEREREREREREREQUQl6jAR+XLsL91LG7LXgGDplHqSEREw4LFqcHbpb/Bxvo58NV903RdCX6T/naXDfyJiIjIOwRR5I42RBRYBEEwAKg/caxy72IYItUSJSIif7BaXTCanJ5jhVxAeFjfH9gPRPVWA36f9wwcYmD+fkSr6/D0pHuhkjl8Mv9HZZfis4qLfTK3VJQyO5xuBVQyO86O+w4L49YiWtOAWksMHtj7OEwundQRPSaG5+H+UU9JHWNYEkVgf+tYbG2YiSmRuzApIq9XRY/eYncp8UPdWfiy8ldotkd6xkeGHsS8mPWYFrkDKvnA/t6LInCwbRTW1S4AAMyLWY8xYQdOWoDaZtfjsfwHUWFO7tX8Zxg24/acFQPKSDTcmY9mouaDm2Cr6d3fuxOJMhcMZ3+BqIWfQ6b0zfuE4abKHIc3ipfjUHv/upQOlL2jBaL7hPf8Gh3kqiBJshARERERkXe5XU44TC1dxlQhURD8+YEUEREREdEwNCliN0qMGWh1hEMrN2F5xhuYFb3V6+t0mJywWI9vDKlWyaAPUXp9HSKiwcItClhZsRTfVJ+LjJASjNAfxtlx30GrsOBIWw5WFN6GBlu0T9bWK9twecoHmBuzgd2Pye8ammxIHL/6l8PRoig2SJGHiMhX2CGTiIiIAoJGI4dGI5c6xqD03tGrArYYEwAMmgbAh58bXZr8MdodeqyrPdt3i/iZw93558Hm1mBV1fn4uuo8TIzYgzprzKAqxgSAKkuC1BGGLUEAxoXvx9iw/djRNA2vFP0WZ0Zvwqiwk3eYa3eE4EDrGJSZUnBB4hcIVpj7vK7Vpca6mgVYVbUErY5wAEC4qhlzojdibswGxAbV9ftr+iVBAEaHHcTosINotEbiu9qz8VHZZZgSuQtzYzYgTNXmObfVHorH8h/sU8fg1OBjXstKNNy4bWrUr1qG5k2LAFHW5+tVKcVIvOIVaOIrfZBu+ErQ1uCSlE/x1/wcOEX/PySh0oX7fU0iIiIiIvIPmVwBtd4gdQwiIiIiomFnVOhBXJ7yAf5y4E8wOvV4ofBO7GmZiOUZb0CrsHhtHV2wArpgPrJMRMNDlTkeLxfeguKOLADA3pYJiFQ3QSWz4/1jV+CryvMhou/3wU9HLjixMG4tLk3+2Kvfw4mIiKg7dsgkooDDDplERMcdbB2JR/P/JHUMn8vQFeO+kU91KZ7yJlEE9raMx+rqxTjQOtYna1DPBLjxzsxrfdYBlXrPJcqwsW4OioxZODvuO6TrjsItCijpyMC+lnFotkVAI7diZOghNNk6ixvvyHkBKcHlvZrf7AzC2pqF+LrqPBidesgFJyZG7MG8mPUYF74PcsHt46+wk92txPaG6VhXuwDhqhYsiFuHhKAqPJb/IKr7WCD84OhHMTrsoI+SEgWujoLRqPngRjiaYvp8raiyIe5X/0b4Gd9BkPEzL1/ZVD8bLxXeJnUMIiIiIiIiIiIiIiIaoHtHPIXJkXk42pGKxw486NnE2aCux23ZK5AbWiBxQiKiocMtCvim+lx8UHa5Z8N8AJgauQMXJ3+KlwtvwTFTmk/Wzg4pwE1Z/0Sitson8xP1FjtkEtFwwYJMIgo4LMgkIurkEmX4409PoNycInUUv4hSN+APo/7m8w+VyjqS8XX1edjSMAsukbs3+sOTE+5DcnCF1DHov+xuJdbVLECDzQCN3IpkbTlGhh5CqKq9y3nFxgy8VHgrLkz6HLOjfzzpfB3OYHxTdS7WVC+CyaVDfFAV5sWsx+zozT4rsu6tYmMG1lQvwq6mKbC5NX2+/vVpy6FTmnyQjCgwuSxBqFt5FVq3ze/X9epRe5F82T+hDG/2cjI60aG2EXi39Bqf3SgkIiIiIiIiIiIiIiL/+b8J93s22S1qz8TjBx+A1RUEAJDBhf8d/VduQktE1At7midAI7fitaIbUWON94yP0B/CuPB9+LT8YjhE1SlmGJhJEbtx38infTY/UW+xIJOIhgsWZBJRwGFBJtHwtGZ9LZ55qchznJ2pw4onJkiYSHrf1SzAGyU3SB3Dr4LkZvxuxN8xJizf52s128Lxbc05WFe7ACanzufrDWd35jyH8eF7oVVYpI5CfdTuCMELBXcgPqgaV6f9CwqZq8trX1edh7U1C+EWZZhh2IZ5MeuRHVIIQZAwdA9a7aF45MDDqLHEn/7k/4pSN+DFKXf4MBVRYDEemIiaj26Asy2iz9c6dWakLnsZ+nG7fJCMflZricG/j/0au5qmAJDmG/W+t+5Ge8Xxhz4yz7sLcZOWSJKFiIiIiIi8y9xYjryXlncZO+PBNRBkcokSERERERENByLenH59l3vxh9pG4G8H/wC7u/NZu3Pi1uC6jLcHvNKr75bik6+Ob7C9cG407rstZ8DzEhENBnubx+Gpw/cBACaE/4QiYxbaHGEIUbTDoGlAaUeGzzMIcONvE/7gKbInkgoLMolouGBLHyIiIgoIdfU2bNre6Dk2W1ynODvwdTiD8VHZZVLH8DuLS4s3ipfjz2P/7PPOehHqFlyR+gEuTPocG+rmYnX1YtRbY3y65nC1p3kitjdOxz25zw66Qj06Nb3SiD+OegIfl1+KR/Mfwl05z0EQRKyqXIJ1tQuQHFyOq9P+hRlR2xCksEod96TCVG04M3oTPiy7vNtrUeoGXJn6PsJVLZALLsgFFxQyJ4LkLCAm6g2nMQS1n/0G7Xmz+nX9viw7LrvhNsiDTv53rsKUiApzErRyM4IUFgTJLV1+LRO4WVlP2h0hCJJb4HAr8VnFRVhTvQhOUSlpptayfWgu2Oo5Tpy1TMI0RERERETkTS6bGY2HN0kdg4iIiIhoWAmWm7ptjDwy9DB+P+IZPHXoPjhFJfa3jPXKWkfLTV2e60lJ1HplXiIiqZUY0/HskXvgEjvLMnY3TwHQeQ/a6AyBsUPvlxwiZFhZsRR35T7vl/WIiIiGOxZkEhEREQWgT8ougdHpnw9zBotRoflYFL8GkyLy/FpYoZHbsCj+WyyMW4vdTZPxdfV5KGjP9dv6w8Hu5smwuoKwunoxzks4vnuWS5ThcNsIjAw9xGKaQUwmiFiW8hHymibikQMPwyXKMS1qBx4f/wAStVWnn2CQmGXY0q0gc070Blyb/g67txL1gygC7XtmoPaT6+Ay9f09S4MeWDUZiMw6eMpizK0NM/BK0W89uzj/kgA31HJbZ4Gm3AKtovPfJ/5aqzB7CjhPdp5Gbuvz1zDY6ZVG/OfY5fih9qxh976SiIiIiIiIiIiIiGg4MGh6blQ1Lnw/7sp9Dv84cjdqrHFosEbBoGns8VwiouHuxYLbYXNrfjEq/OLf/rG9cTous3yEuKBav65LREQ0HLEgk4iIiCjAVJoTsLZmodQx/EIps2O2YTMWxa9BcnCFpFlkgoipUbswNWoXioyZ+LrqPOxonAYRMklzBQKrKwgA8P6xK5GuK4VblGFb4wzsbJqKJG0FRocdlDgh9cakyD3ICCmBTtEBhWzodTGOVDchWVuGcnMK9Mo23JT5T0yOzJM6FtGQ5GgLR82Hy9GRP7nP1zplwOYRwNZcwCUHpuhK4RYFHGobibigGkSqmwEAblHAh2XL8EXlBTjVTS4RMlhdQZ6fNf0lg6tLoWaa7ijOiP4Ro0IPDulNA85P/ArTonag0RqFBpsBDVZD579tBjRao028Oo4AACAASURBVGB2BUsdkYiIiIiIiIiIiIiI+ulkBZkAMCVyN27NfgkvFtyO/a1jMT/2Bz8mIyIaOhKDK1FjjZc6BoDO+99fVF6A32a96pX56izRMLu0SNMd88p8REREgYQFmURERBQQpk4Mx3OPjfMcR0f13AUp0Iki8E7ptXBDLnUUn4pUN2Jh3FqcFfMDQpQdUsfpJiukGHfnPod6qwHfVJ+L9XXzBlzoQYBLVOCRA3/uMjbD8JE0YahfwlRtUkfoNadbjqMdaTjUPhKH2kaioD0HVlcQpkTsxA2ZryNU1S51RKIhRxSB1u1zUbfyargtfS/kq4gEvpoCNJ7QrHFfyzh8V3M2jE49RoXm46Exj8HsDMKLBbdjT8ukLtcLcCMluAxywYWSjgx4czdSEQLitdWYFJGHSRF5SAqu9NrcUtIpTNDpjiJdd7TH101OLRptUccLNa0GlHak40j7CJ/kyVx8F2wzl3mOI7Nn+mQdIiIiIiLyP3VoDMZd99wvRv3bRYKIiIiIaLgxqE9ekAkAswxbsb52Hva3DLwg84JF8UhNOn5/KDtDN6D5iIgGi7Fh+7GraarUMTw218/GJUmfIErTNOC5vqs9G6uqzkeSthyzozfjDMOPiFC3eCElERHR0CeI4tDdpZ+IqCeCIBgA1J84Vrl3MQyRw7M4i4iGl7ymiXjq8P1Sx/CZEfpDWBS/BpMjd0MuuKWO02smpxY/1J6Fb6rPRbM9Uuo4AUMGF16Z9lvolUapo1CAKTJm4plDv0erI9wzFiQ347r0tzA7ejMEPgtI1Gf2JgNqPrgRpoKxfb9WDvwwBtiVCYinaTx9fsKXyGuehGpLwknPydUfxo2Zr+Gn5gl479jVfc7zM7XMitFh+ZgcsRsTIn4aUkXn3mJzqaCW2z3HzbZwPJb/4Cl//4mIiIiIiIiIiIiIaHC4Nv1tnBu/5pTnbKw7E+8evQavTbsRMoHPGxMR/VKNJRb35P1D6hhd3JHzPGYZtg54nt/lPdPl3q8AN0aFHsTZcd9hWtTOAc9PgamhyYbE8at/ORwtiuKpd4IgIhpi2CGTiIiIKEA43Ar862j/iwoGs8kRu3BJ8idI1ZVJHaVfghVmnJ+4CufGf4P/O/Q/ONDa92IUKYQqW6GW2WBxBcHs0sIlDq7/fRgTdoDFmOR1Wxtm4OWiW+Bwqzxjo0LzcUvWy17ZPZAokBUbM5CsLYdK7vCMiW4BLZsXou6rKyDaNX2eszQaWDUZaO3lJslfVf3qtOdMCP8JCdpqBMktfS7IDFc1Y2L4HkyKzMPo0PwuX+twtLNpKmZH/wigsxjz0QMPocYaL3EqIiIiIiIiIiIiIiLqjdN1yASAqZE78WbJ9SgxZiBLX+yHVEREQ0tcUC0M6no02KKljuIRrDANeI46SzSqLV3v/YqQIb9tDPLbRmNp4kpcnvrhgNchIiIaqgbXE9VERERE1G9rqheh1hondQyfmB/7/ZAtxjyRQubC3JgNQ6YgUy2z4bHxD3qKHh1uRWdxplMLiysIVpcGZpcWJcYMfFZxsd/zTYrM8/uaFLhEEfi04mJ8Un6pZ0wps+PK1PdxTty33O2V6BTcooBPyi/B5xUXIjaoFrdkvYxsfRFsdXGo/s/NsJTm9nlOqxL4bhzwUxoAL3WlDVZ0YFHcGlyQ9CUAoNke0YurRCRryzEpMg+TIvKQGVLinTCDhMmpRZDc0qvvcU63HG+WXI+skCLMMGyDRm5DkTEL2SGFUMicePTAQwH7XpSIiIiIiIiIiIiIKBBFa+pPe06QwopJEXnY3zqWBZlERCcxOiwf6+vOkjqGh07RMeA59rRMxMlv1gtYWXkhWuzhuCnrn5AL7gGvR0RENNSwIJOIiIgCwuGidmzY0ug5jo5S4+IlCRIm8q9Weyg+q7hI6hheoZWbYHYFdxlTygKn+9SkiDyoZVbY3H3vEuZv9bYYPHP493hw9GNQypz//cfYrStlsTFTknyfV1yIXP0RJAdXSLI+BQ67S4lXin+LrQ2zPGPpuhLclr0CCdpqCZMRDYxbFHxeTNzuCMELBXd4NhuoscTjz3sfwXU1BUjckQHRqTrNDN0VxAOrJwJGrTcSisjVH8H82O8xLWoHVCe8p2iyRfZ4hVxwYoT+MCZF5mFyxG4YNI09nhcIguQWvFt6Dc5L+Pq0X+dbJdfhh7r5+KFuPt49eg1mRm1FrTUWq6sXY2/LeNRZY32et2rnSthaazzHUSPmQJ800ufrEhERERGR79k7WlC59YMuY2kLboYgk0mUiIiIiIgo0Im96pAJALOjN2Nl5VJcnPxZv1fbuqsJ+w62eY5zMnU464zB002OiGggxobtR0F7Ds6N/wYb6+eg2JglaZ4QhfH0J51GXtOk056zsX4ujI4Q3JX7HNRy+4DXJCIiGkpYkElEREQBYeeeFtz90D7P8eRx4cOqIPODssthcXmlakFSAtxYkrAKH5Uv6zKuEJwSJfI+jdyGKZG78GPDbKmj9EpBey5eK74Rt2S9DOEkm57tapri31D/1WKPwMP7H8G9I57GqLBDkmSgoa/VHoqnD9/r+TBcLjhxUdJnuCDxCyhkLonTEQ2M3a2CRm7rMmZ2BkGrsHhl/sL2LPzjyN1oth8vbIxpBc7fJUN8ywj0tRTUrAK+mQgcTMKAu2IGKzpwZvQmzI/9Honaqh7P6V6QKeK27BWYFJHntd+jwU4miJgbswEP7HscyzPewLSonT2e53TLkakvRpExC+XmFFhcWnxftwAAcLBttN/yFq9+Ds0FWz3H429YwYJMIiIiIqIAYWurw7637u4ylrbgJonSEBEREREFPp2iA0EKa6/OHRu+H/8svmlA95m+/LYaz756vMPm1ZcksyCTiALGlMhdmGHYDgD4tuYcidMAwUrTgK63ODU43D6iV+fuaZmEx/IfxP0jn0SIcuCdOYmIiIYKFmQSERERDXG1lhhsrJsjdQyvWJq0ElqFudu4QhY4BZkAMMuwZcgUZALApvo5SNBW4YLEL7u91mCNQqU5SYJUnSwuLZ44+EfcnvMipkftkCwHDU1lpmQ8eeh+NNmiAAAJQZW4NfslZISUSpyMyDs0chta7aEIU3XuNuxwK/DnA39Ghq4E12W81aVbZE/cooC9LePR7tBjbszGLq99XbUY7x+7Ei6x86MluQuYfRiYdRiQ96MpZ34SsGYCYB5QA+mTd8PsSZP9lwWZAmI0dcOmGPNnqboyzItZj2eP3IP5sd/j2rR3YHVrUNie3fmPMRulHemwu9VSRyUiIiIiIiIiIiIiIi/pbXdMAJALbkyP2o6DbaMwJXK3D1MREQ1NJ2743WYPlTBJZ0MEnWJgBZn7W8d6ngXojSJjNh7e/wj+OOoJGDSNA1qbiIhoqGBBJhEREdEQd7QjDSJkUscYsKyQQlyS/An+WdR91/NA6pAJAGPCDiBE0Q6jUy91lF774NjliA+q7nZzJVzVAp3CiA5niETJAKHPPdiIgLymiXi+4E7Y3BoIcOPc+G9wecoHUMlPXcBFNNTY3SrPr/999NcoN6Wg3JSCox1puGfEs4jR1He7xuwMwvq6eVhbsxB11ljMid7gKcg0O4PwStFvsbNpmuf8hCbg/F1AdHvf8xk1wNeTgMIBNDbvTTfMnjTZIjEhfA8A4KeWiQCA/NbRyNYX9T/MEHVx8qfY2TgV39cuwNaGmbC4gjDgNqVERERERERERERERDRoRfdwj+hUzjD8iA11c1mQSUR0Cm5RQIdTJ2kGmeDGZ+UXYkzYAURpGhGuau3zHHuaJ/b5mmpLAv60/y/446gnkBxc0efriYiIhhoWZBIREVFAiIlW48zpUZ7j7ExpP9jwp2pLvNQRBkwrN+GOnBcgF9w42pHW7fVA65CpkLkww7ANa2vOkTpKr4mQ4cWC2/HI2IeRqivzjCtkLkyO2I0N9fMkyaVTGHHfyKeQoy+UZH0aekQRWF29GO8dvQoiZIhSN+CWrJcxKuyQ1NGIfCJK3YgqczzqrDFYU7PIM37MlIYDLWMQE/e9Z6zClIi1NQuxqf5M2NzHW1X+XNRZZkrGPw7fjRpr53sPhROYlw9MKwJk/aiN/ykNWDsOsKlOf25PIlRNuDz1A0yP2n7abpg9mWXYgimRu2F3KfG3Q3/AobZRyG8bjYvwef8CDTE7m6ZAFAVEqRth0DTgxqzX8OiBh2BxaaWOdlJhKeMgkx3/OFMTFithGiIiIiIi8ia5WouoEWdKHYOIiIiIaNgwaHrfIRMAMkJK8Wn5xf1eLy05uMtzPTnD6LkeIho+2h16yRsruEQFqi3xuCi5f/e93aKAvS3j+3Vtiz0Cjx54CK9OuxkygRvsExFRYGNBJhEREQWERfNisWje8HwgOxAKMm/K+ieiNQ2wu5WoNCd2ez1QOmTWWmKgV7ZDq7BglmHLkCrIBACbW4MnD92Px8c/0GX3tGlROyQryLS7VTA5gyVZm4Yep1uON0uuxw918wEAc6PX45r0d6FVWPy2vkLm6vU4kTfIBBFGRwheLrwFXTseihgXvg9uUUBe8yR8W30O8ttGo6euiA63EhvrzsQbJcthd6sBACn1wPm7gYiOvmdq1QKrJgOlA3jrNiNqK5ZnvgGdwtTvOX7ewVkld+C+EU/h0fyHUNSeBbtLGbDdclvtoWixhyNNdwwrK5aitCPD85paZoUAcVD3nR533T+kjkBERERERD6ijUrG7D99J3UMIiIiIqJhw6DuW0EmAGTpi7CzaQqmRu7q87U3X5OOm69J7/N1RERDiUxwIy6oGjUSP89ndWlOf9JJlBgz0OYI6/f1RqcetZZYxGtr+j0HERHRUMCCTCIiIqIhrto8tAsy58euw/SoHQCAClMS3JB3OycQOmSKIvCPI3ejypKAyRG7McuwBRGqJjTbI6WO1ifN9kg8fehePDzmEU+xyuiwfGjlJphd/i+MtLvVePrQvbgp65+YG7PR7+vT4OYWBVSZE1BgzEFhezYOtY1Eu0OPWYYfMS9mPUaHHfRrngOtYzAhYm+XMVEEvq4+DxckfunXLDS8pOtKIfxi98lwVQu2Nc7AdzVno8EWfcrr97WOw+7myQAEqBzAgv3A5JK+5xAB7MwEfhgDOJR9vx7o7Kp9fcabOCN6S/8mOIkghRV/HPUEHjnwMI6052Js+AGvzj9YfFR2GcJUrThmSkWrvetNtBO7ohIRERERERERERERUWDra4dMAJht2IwnD9+PwvZsXJH6H8gFtw+SERENXXqlEU9NuA9fVZ2Pzysu9Gx47G8lHRkwObUIVpj7fG1e86QBr19mSmFBJhERBTwWZBIRERENYaI4tDtkJmorcE3au57jox1pPZ4XCB0ydzVNwTFT59e3rXEmtjXOlDhR/5V0ZOLloltwZ87zEARAKXNiUkQeNjecKUkeN+R4pegWtNjDsTRxJYTuzd1omLC7lCjpyEBBew4K2nNQaMyGyamDADfGhu3HspQPMSVyFzRymyT5tjTM6laQubF+Do51pEqSh4YPldyBRXFr8FH5Ms9Yiz0C7x/7da+ud7hVAIDUOuBXu4Cwvt+zQWMI8NVkoMLQ92t/NjL0IG7NeglRmqb+T3IKIcoO/O+ov2JP80SfzD8YhKta8FXV+XCLMjhFfixIRERERERERERERDRc9adDZpSmCU9O+B8UGzOwuX42pkTu6lexDxFRIFPIXLgwaSXOMPyIt0t/g7zmyX7P0GKPwFsl1+H2nBWnPbfMlIyU4HLP8Z6Wgd8vLzOlYIZh+4DnISIiGsz45BUREREFBIvFBaPpeNGeQi4gIlwlYSLfMzuDsKFu7pDtZqQU7Lgz53mo5XbP2FHT8YJMtcwKm1sDGVzQyK1SRPSqDqdO6gheta1xJhK0Vbgk+VMAwIXJn0OEgB2N0+AQpfm792HZ5Wi1h+Ha9Hcg+0UnOApcBe3Z2Nk0FYXt2SjtSIfrhAKjDF0xZhm2YKZhK8JUbRKmBKwuNXY3T4YowlM0XGuJwdulv8E5cd9Kmo2Gh4Vxa/FF5QX9et+gdADzDwBTi/u+rlsAtuUAG0cCzn5+CqUQHLg85QMsTljt8+/vEeoWzI3Z4NM1/K3OEo2Sjgy8f+xKNNkiIUImdaR+s3e0QHQ5PMeKoBDIVUESJiIiIiIiIm9xu5xwdDR3GVPpDRC4+xoRERERkQ+I/eqQ+bPMkBJkhpT06ZoOkxNmi8tzrFHLoA9R9jsDEdFgZ9A04r6RT2N30ySsKLwNFpfWr+v/2HAGpkTuwrSonac8L791tKcgs8kWgXJT8oDXLjOlDHgOIiKiwY4FmURERBQQPvqyEjfdu8dzPHlcOLasmitdIB8RReBIey7W183D9sbpsLvVUkfqt6vT/4Xk4IouYz93yBTgxsjQQ/ipZSImR+6WrJudN82N2YD1dfNQZMyWOorXfFJ+KaZE7EKKrhzxQTW4PWcFrkl/F5vqzsRnFRfB7AoGAATJzZAJbpj8UJT6bc0itDlCcVv2CihlQ7+zKp2c0y3Hh2XLsKpqSZfiomhNHWYbNmOWYQvitTUSJuzqaEcarK4gtNjDEaFugUuU4aXCW3GG4UdckPiF1PFoGNApTTgr9gd8U724T9el1Hd2xQw39X3N2lDgqylATUTfr/1ZkrYct+e82GVHTl9TyFynP2mQ2t44DYfbRiBS3YQodSOi1I2IVDfhYOsoNNoG0J50kNj29EVoLtjqOR5/wwqkzb9BwkREREREROQtptpirLt3XJexpf82A4JcokRERERERIErRGH0+3MYjz17GM++enz3z6svScbrz07yawYiIn/b1zIWn1dc6PdizE4CXi++ATn6glNuYp7fOhpnx32HzfWz8XXVeQAGvjkWCzKJiGg4YEEmERER0RBRYUrE34/8DjWWeKmj9JkANxK1lcjRFyBbX4gcfQGi1fVdznG65Z4dtsaG74dMcAMAzo3/xu95fUEmiFie8Qb+uPeJId2Z6peOmtKQojteJKNXGjEufB8+LF+GCeF7MDt6M2I0dfjT/r/4LdP2xhkwOkLw4OjHwA30A1O1OQ4vFt6O0o4MAECIoh0zDNsw27AZmSHFg/K/e7ExEwBQZ41BhLoFKyuWYn7s95gTs0niZBTIjnakYl3tAowP34sxYQewOH411tYs7NJJ9mSUTuCsA8C0or6v65IBm0YAW3IBdz+fmxXgxuKE1bg85QMW2PfS7qZJeKHgjl799yUiIiIiIiIiIiIiouFrIN0xiYio994suR511ljJ1jc69Xit+EbcN/Lpk55TbMzEHbteQJsjzGvrNtsj0O4IgV5p9NqcREREgw2f0CIiIiIaIj4pv2TIFWPGB1Xh6rR/IVtfiGCF+ZTnVpkT4BSVAID5Md/j84oLkawtQ67+iD+i+kWqrgyL4tf0uTvZYFZhTuo2Zner8OLk2xGqaodbFPDw/kf8XhxysG00ys3Jfu2oRr4nisD6unl4p/RaiBAw07AFZxh+xNiw/YO+o12RMQtAZ0GmQubEp+UX46q09yRORYHO5lLj+9oF+L52ARSCA7n6IwhVtqHZHnnK65IaOrtiRnb0fc2qCODLKUBDaD9DA4hUNeKW7JcxOuxg/ycJYIfbcjEitOv7o/zWUXjuyF0sxiQiIiIiIiIiIiIiotMyqFmQSUTkD8nB5ZIWZAJAXvNkbKibg7kxG7u9ZnWpYXSGwBtdMbsSUG5K5j1/IiIKaHxKi4iIiGgIqDQnYGfT1NOelxZcihmGbfi66jyv7lrVX0naCkyI2Nurc4+a0gAAocpWTIzYgzdKlmNZyoeDstPdQFya/DG2N05Hiz1C6iheUWlK7DaWEVLq+fXamoUoMmb7M5LHgZYxnoLMDkcwdEqTJDnIOzocwXi95AaYnVosz3wDUyJ2IUhhlTpWr/3cIbPclIyVFUvhhhz5raOxOCEwugDT4CQXXFAKdtyR+wLeK70K+W1jTnm+wgmclQ9MK+z77RaHHFg/GtiRBYgDaAQ9y/Ajrs9487QbOQxnu5qmwOIKwsSInwAARe2ZeOrQfXCIKomTERERERERERERERHRUBCtqZc6AhHRsKCS2aWOAAB4p/RajAo9CIOmsct4oy0K3i/G7FRmSmFBJhERBTQWZBIREVFAWHZBIhYvOL6blEIeWFV8KyuWQkTP1Q0KwYElCaswO3ozErTVAICskCI8euAhuCH3Z8xuQpTGXp/bYDUAAM6M3gQAcIsyzDJs8UkuKWkVFlyT9i6eK7hb6ihe0VOHzJ812iLxQdnlfskxQn8I82O/x8fll3p2ljvQNgZLEr/G1oYZWF83Dw+M/qtfspD31VsNKO1Ix2/S30aYqk3qOH3WbAv3dCRcU73I8735UPtION3yQd/dk4YuucyFs2J/wNTIXRgdmo/Xim/EtsaZPZ6b2NjZFTOq9z+6PcqiOrtitoT0P2uwvAPXZ76JWYat/Z9kGHmn9FqMDstHjSUOfzv0B9jcGqkj+cWMez+D6HZ6jhUanYRpiIiIiIjIm4JjM7H41cqug8IAdvwhIiIiIqKTMmj83yHzwXtG4Pe3HN/MWa3i+30iCnxHO9KkjgAAsLi0eKXot3hozGNdxhutUT5b85gp1WdzExERDQYsyCQiIqKAoNHIodFIW3zoK7WWGGxpmHXS15dnvIF5sRu6jI0IPYIrUv+Dfx+7ysfpTi1Y0fuOhNOiduDTiktwVuwPaLWHYW7MBqjlg2OXMG+bHrUda2qOoKA9V+ooA9Zsj4TJqe3WyUwUgTeLr4fVFeTT9RfFfYOz477zFCM7RQVeKboFAHC4bQQ+Lb8IH5dfhghVk09zkG843XJsqj8TEyJ+wvSoHVLH6befu2MC6FIob3UFodiYidzQAili0TAQJLfggsQvAHRuCHBX7vMYU3sAb5Vc5+mmKHcB8/KB6YWATOzb/A458P0YYGcWBrRp5qjQfNya/RIi1c39n2QYeL14ORbHr4YIAXXWWLxZcj1+ap4Ak3P4FCWqdOFSRyAiIiIiIh+RyRVQ6w1SxyAiIiIiGhYMav8XZOqCFdAF85FlIgps+1vG4GDbKFyU9BmcogL11mipI3kcbBuNb6oXYXLEbgTJLdApTWiw+e6zmDJTis/mJiIiGgz4fzdEREREg9yXlb86aXfMhXHfdivG/NmShFUoMmZhZ9M0H6Y7tRBF79tsJQdX4MKkzxAXVIsSYzrOjvvOh8mkJQhAmLJV6hheU2lORI6+sMvY9sbp2NMyqctYsKLD60UjmSHFnmJMAJgdvRmfV1yIOmss7G41Pi6/DADQYg+H3a2ESubw6vrkOzWWWHxw7HJclfYewlVD++9LcUfmSV9rdYT5MQkNN3FBtd3G2h16OMXOj4Pim4ALdgKGfnTFLP9vV8zmAXTFVAp2XJ76Ac5LWN3/SQLQioJboVe1Y0zYAYzQH4Zabke7IwQb6uZiX8s4pOtKAQAb6uZJnJSIiIiIiIiIiIiIiIYiKTpkEhENB7uapuC72oXY2jATZ8X+AKeolDpSF/85dgUabVH4uuo8RKqboBCcPlurypwAp1sOhczlszWIiIikxIJMIiIiokGs0RqJjfVzenwtR38E16S9e9JrBQE4M3qTpAWZOmVHn86/NPljAECCtgoauc0XkQYNm1stdQSvqTAldSnINDm1WFOzCNMityNNdxSpumNIDT6GY6ZU/O3gH7269ntHr8LEiD3QKiwAALngxtVp/8K3Neeg2RaBZnsELC4tRMjQaI1CvLbGq+uTb+xrGYt3Sq/F/SOfhEHTKHWcATuxQ+YvJQRV+TEJDWdOtxxvlCzH+rqzIHcBcw4CMwv61xVz/WhgRxYg9rxfRK8ka8twe86LSA6u6P8kQ9iOxqmYHLkbJmcw9MquFbHTDdvx1KH78XXVEigFO3L0BdDIrXCKSjTYon26SykREREREREREREREQU6EQZ1A+os0YhQN0Mp810xDhHRcLOnZSIAoMEWjQ/LLpc4TXd2txpb6mcBENBki/LpWi5RgUpzIlJ1ZT5dh4iISCosyCQiIqKAsGZ9LZ55qchznJ2pw4onJkiYyDu+qjofLrH7W7YIVRPuyX32tDtIbW+c7qtopySDC+PD9yL7F10TT3ud0FkVEujFmABgdWmkjuA1FeakLsdauRmPjP1zt/NqGuO8vnarIxwfl1+Ka9OPFydPjszD5Mg8z7HZGYQWezjChniXxeGiwpSIt0t/g/tGPIXYoDqp4wyYWxRQYszo8TUZXIjtoYMhkbeZnFo8e/ge5LeNQVxzZ1fM6Pa+z1MZCXwxBWjS9z+LADfOS/gay1I+hFLmRKM1Eg5R2WM3z0DjFgXPe50iYxbsbhVqLHG4LOXjLudNitiDzJAiFBuz4BBVyG8b84uZBD8lHnz2vXU32isOeo4zz7sLcZOWSJiIiIiIiIi8xdxYjryXlncZO+PBNRBkcokSEREREREFplBlG9RyO947dhVkcOOu3Oc89y986dV3S/HJV8c3q104Nxr33Zbj83WJiPzlWEeKz4scvaHVEe63tcpMKSzIJCKigMWCTCIiIgoIdfU2bNp+vIua2XLqQsWhoMMRjB9qz+o2rhAcuGfEswhTtZ3yeptLhV1NU3wVr0fxQVWYG7MBs6M3I5zFb6dkcwVOh8xKc2KXY+EkdSI1lu4FmXLBiYuSPsPm+tmotfavYHNN9SLMjd6AFF15j69rFRZPB00a3NrserxS9Fv8LvfvAdPNtMqcAJu75wLsaE09d5wlryk2ZiAzpKTbeL3VgP87+D+o6UjE3EPAGUf63hXTKevsirk9e2BdMQERD4x+HKPDDsLsDMIn5ZfAJcpxVdq/BzKp5Arbs5CtLzrteTsap2GGYTveO/prNNqisLdlPDJDirG+di7mxW4A0NnJtNUehqmRO1FszPJx8qGntWwfmgu2eo4TZy2TMA0REREREXmTy2ZG4+FNUscg65A2SgAAIABJREFUIiIiIgp4BnUDqszx2N00GSJkeLPEiBsy3/D5ukfLTV2e60lJ1Pp8TSIifwqkzfm9pcyUInUEIiIin2FBJhEREdEgtb91LByiqtv48ow3kBVSfNrr85onnbQIyBfClC14ZuLvT1qMR13Z3IFTkPnLDpkn88uCzAxdMX6b9QqSgiuhkVvxr6PX9Gt9ETK8d+wqPDD6r/26ngYHu1uJV4tuxk2Z/0RScKXUcbxGqzCf9LUEbdVJXyPqC7co4PH8B3BP7rMYG37AM17YnoWnD98LbX0obtwJxJx6L4ceVUV0dsVsDB1YxokRedjTPAnBChPW1pyNT8ovwajQg7gj54WBTewnB1tHIim4AnqlsdtrZaYUFBmzcF7Cas+Y1aXu1vH788oLoZQ5sKpqCYLkFlhcWqhlNuxonIY1NYvQYg+H0RECEQOqeiUiIiIiIiIiIiIiIjopg6YBX1Wd77kfsa72bOiV7bgs5WOJkxERDW2pumMQ4Ob93hOwIJOIiAIZCzKJiIiIBqm9LeO7jS2M+9bTQel0tjTM8nKiU5MJbhZj9kEg7YrW7ghFm12PUFX7Kc/7uSBTKbPjsuSPsDhhNeSCGwAwJ3ojPii7HA539yLk3ghXtfTrOhocRBF47+hVuDj505N2Oh2qIlTNCJKbYXF13+GVBZlDV73VgGhNg2TrF7ZnIT6oGjqlCQDQYg+HxaXF04fvxR9HPYERoUewrWE6Xim4FdMOqjD7ECDvR1fMjaOArTkD64opwI2r0/6FRfFrcM3Wd/GXA3+CxaXFmLD9uC17BWRCH4P5kdMtx5aGWVhdvRiV5kS8M+PaHs+bE70Rt+1agTZ7KK5M+w8A4I3i5bC6NTg/4Stk64vQag9FuSkZzxfcCUDwfE8o6cgAIKDMlOqfL4qIiIiIiIiIiIiIiIY1ueDClvpZuCLlfdjdKnQ4dai3RqPEmI6MkFKp4xERDVkauQ3xQdWosiRKHWXQYEEmEREFMhZkEhERUUCYOjEczz02znMcHTW0uw+6RQH7WsZ1GcvRH8E1ae/26voOR3CPBZ00eARSh0wAqLIknLIg0+5SotFmQK7+MG7OehVxQbVdXtcpTZgZtRUb6+f2a/2Zhq39uo4Gh2+qz8Vsw+aAvMEnCJ2Fl8XGrG6vJQSxIHOo2lA3Fwti1yFCLU0x+J7miXiy9n5clvIRFsSuQ701GgBgd6vx5KH7cWb0Juw7vBDX7JQhrrXv81eHA19MBRoG2BUzSG7GnTnPY0LEXgBAXFANKszJSNeV4PcjnoFC5hrYAj5UZ43Gw/seQasjHACQGnz0pHlVcgfOif8Wn5RfCqMzBDdmvgaZ4MaupqnY1TQV2SEFyNYXAhBg7/bzn7tZ9EXm4rtgm7nMcxyZPVPCNERERERE5E3q0BiMu+65X4zy/5mIiIiIiLztp+YJyA09gguSvvTruhcsikdqUrDnODtD59f1iYj8ISOkhAWZJ+hwhqDJFoFIdbPUUYiIiLyOBZlEREQUEEZk6TEiSy91DK8pM6WgzRHmOY5QNeGe3Gd7Xbiwo2kaXKJ/3+rJ/tvpkHrH5gqcgsxYTQ0yQ4pPeU6LIxzXZ7yBBbHrTtoNbVnKhwhWmLCxfg5Mzt7ffAlRtGN0aH6fMtPgkdc8Eem6UmTpT/1naChL1Fb2XJDJDplDlkJw4j/HrsBtOS/5dJ09zRMwMeKnHl/rcIbgzZLlWFe7ALn6I55xm0ML8/eLsPwQIO/jj2aXDNg0EtiSC7gH0BUTAAzqetw/8kkkBVd6xi5K+gwR6mZkhRQN6s6YABClboTzhPdSqbpjpzx/YdxafFn5K6yvOwtGRwg0cqvntUJjDgqNOb6KOqwkTF0qdQQiIiIiIvIRlS4c6Qt/K3UMIiIiIqKAZ3LpsCB2nd/XnTE5EjMmR/p9XSIif0rXlWJT/RypYwwqZaYUFmQSEVFAGuDjdURERETkCx1OHYLkZgCAQnDgnhHPIkzV1uvrtzawW9Bg5hJlcIpKqWN4zY2Zr0Elc5zynBhNPRbGfXfKApwIdQuuSf8XXp5yC27JeglZIYW9Wn9K5K5B3WWNTq7MlIwQhRG5oQVSR/GpxKDKHsfjg6r9nIS8Rasw48eGM1BszOjztTWW2NOeY3WpsaLwVjx56H40WjtvTLtFAc22zm6N4gkdQspNKVhbcw4AwNAGXP89MC+/78WYNWHA6wuAzSMHXoyZoz+Cx8c/gHB1C4qNGbD+dxOCGYbtyNEXDqpiTKdb7vl1fusoVJg6dyuVC25MisjzvJYWfPSU8+iVRsyJ3ggA2N08BVsaZvkgLRERERERERERERER0cCEKlu73AMhIiLvSdeVSh1h0MlvHS11BCIiIp9gh0wiIiKiQWhMWD6em3wXvqi4AEnBFcg6TffBEzXbwnGobaQP0/VMwOAprhjsAqk75ryYHzAq7JBX51TJHZgTswlzYjbhaEcqvq+dj831s2Fza3o8f4Zhm1fXJ/9otYdCFAVk64ukjuJziSd0CLww6TPMMmxBlLoRGrlNwlQ0EMEKE0TIcLQjDZkhJX26dnP9bFyU9NkpC8mfPnQv8tvGAAB2N0/Govhv8f6xK7G2ZiGWJKyC1dX1+6HgBmYUAnPzAUVfu2IKwI8jgM0jgBNqE/ttTvQGpOtK8bu8v6PDGYL5setwY+brA5/YR54vuBNquQ2XJH2Ct0quQ4S6GQ+M/isAYFrUDmysnwsASNOduiATAM5L+BrrahdAhAwi90AjIiIiIiIiIiIiIqJB6MzoTdzwmIjIR1KDj0EuOOESWaLxs9XVixGhasaSxK+ljkJERORV/GlPREREAeFwUTs2bGn0HEdHqXHxkgQJEw2cXmnE1env9fm6bY0zJCkCEAZRt6vB7peFNENVqLIVv077t0/XSNMdww2Zb+DK1PexpWEWvqs5G+XmlC4ZRoZ6tyCUfM/uVsLhViJVVyZ1FL84sUNmYXs2lqV8JGEa8gatorOLda7+SK+vKWzPQqK288/C97XzcU782pOe22AzeH69u2kyQhRGrKpaAkDAZxUXAydsghDWASzdCSQ3dp/ndOpCgS+mArXhfb/2lwS4cUXqf5CorcTTh+6FG3KMCs3HdelvDXxyH2myRWB302S4IceP9WdAhAxVlkTsbpqEyZF5GBN2AEFyM6wuDbQKM76rWYC9LeORElyGlOAyTIva2WW+2KA6TInchZ1N0yT6igJf1c6VsLXWeI6jRsyBPsn/G5EQEREREZH32TtaULn1gy5jaQtuhiDjhjdERERERN6U0cfNRr1l664m7DvY5jnOydThrDOiJclCROQrKrkDidpKlJlSpY4yiAh479hVMLu0uCzlY6nDEBEReQ0LMomIiCgg7NzTgrsf2uc5njwufMgXZPbXloZZkqzLDpm9Z3MHRofM36S/DZ3C5Je1tAoLzo5bhwWx61BkzMK62gXY1jAD06J2QC70sR0cSabSnIBdTVNwXsLXMGj6UT02REWqm6CRW2B1BeFg22gUtWciS9/7zsc0+ATLTdApjEg6ofvpiRqsUVhZuRSJ2kqcG78GOxunYEToYbxUeCvGhB3AysqlmBezHiq5AwDgFgXI/ruxgdWlht2t8sx1uH0ECo3ZAIQTVhAAEZhwFFi4F1A7+5bfLQA/5gKbRnqnKyYAXJX2HnL1R/CXA3+CG3LEampwT+6zg3qH5e9r58ONzt+AEzezeO/oVRgdlo/Pyi+C1aWBCAH37nkaP/83aLWH4fOKC3F7zouYZdjqua7eakCtNdavX8NwU7z6OTQXHP89H3/DChZkEhEREREFCFtbHfa9dXeXsbQFN0mUhoiIiIgocMUF1Zz+JB/48ttqPPvq8XukV1+SzIJMIgpI6bpSFmR207n5tMUVhGvT35U6DBERkVewIJOIiIgogFRb4lDakSHJ2izI7D2ba+gXZE4Mz8P0qO1+X1cQgGx9EbL1Rbg67V9dipZocKsyx+PRAw+h3aFHrv4IRoT2vrPgUCcIQEJQFUo6MgEAKyuX4r6RT0ucivrD6lLjSFsudjRNQ46+4KTn6ZXt2FR3JqYbtqO0Iw3PHrkH0Zp6hCiNWFm5FC32CKypWYRfJX4FAJAJIg635WJE6BHsaxnX5eeES1TAJXb9+CbYApy/G8jux/3yen1nV8yaiL5fezIxmlpMCP8Jjxx4GDa3BsHyDtw/8knolP4p2u8Pp1uOH2rP6vG1Wmsc7tz9PNodoT2+/vPf5ZcKb4VO0YFx4fuxv2UMni+4Ex3OEJ9lJiIiIiIiIiIiIiIiGggBbsRppCnIJCIaLtJ1pVhf1/O96OHum+rFsLo0uDHzNc+m1UREREMVCzKJiIiIAsjWhpmSrS3wQ5JeG+odMjVyC67PfBOCcPpzfSlE2SFtAOq1akscHst/EG2OMIQo2qFXtksdye8StZWeIq685smoNCcgUVslcSrqDbtLiZWVS3GwbRSKjZme4shfp77X4/m1lhj8+9ivERtUC63cjP8cuwIiZKizxqLuhO6JX1b+Cgti10GrsAAA5IILu5smYVfTlFP+nMitBJbsBrT2vn0dbgHYmgNsHAW4vNQV82eL41fjqcP3oc0RBrngxF25zyFeO7hv5ssENy5I+gIfl10Ksyu42+snK8Y8kUtU4O+Hf4ezYn/At9XneLptEhERERERERERERERDUaR6iao5A6pYxCRBDocwYN6Q91AkhFSInWEQW193VmwujS4LXsFFDKX1HGIiIj6jQWZREREFBBiotU4c3qU5zg7UydhGmmIIrClYZZk67ND5v+zd9/hcVSH2sDf2b4radV77829yAVsYzDFphkDgUAgCaGEQC5wA4SQkIRLQhKSfEASSCgXCARCqKbZmGZscJO7LcuyLav3vtLuavt8f+iyRrhppZXO7ur9PY8ePLMzc14ZW5J35j1n5GxunegIY3J15quI03aLjkFBonUwCQ/tfwC9jhhoFHbcW/IIUg0tomNNuDRDk/fXEjwwKK0C05AvNEonKvqm4PBA4bD9RcbjV3mtNBXj4Yr74ZLViFT3oXogz1vE/SazKwJrWlbgiow3AQyt/vunyp/gYH8x3PLxxT6tA1i+G5hW7/vn0BkxtCpmS6zv555Oqr4JmzrPQOtgCgDg+uwXMS16v/8H8jOFJGN5yodYGLcZr9Rdg40diyFD4fN17B4d1rasGIeEdCJRmdOhUBx7O1MXlXSKo4mIiIiIKJgotQbEFS8WHYOIiIiIKKSl6MXdp83OCBv2XE/hJHyuh0gEk8OIV+uvxuftZyE7vBZnJX6OM+I3IUzFZxbGS4ahAWrJAaesER0lYG3pWgi7R4s7ix6DRsGJAoiIKDixkElEREQh4YKlSbhg6eR+ILvWku0tQ1Bgs7uDd4XM/IjDOC/5I9ExKAh02WKxrXse3m++CL2OGGgVNtxZ9BjyjdWiownx9ULmtKh9iNH2CkxDvlqZvhqPVP7Uu61V2JAdXnvccVHqPrhkNQCg32mEyRl1yut+0Hwhzk9ehwi1Gdu6yrC7d6Z3Bc6vy24HLikHIgd9yy0D2FIIrJ/i/1Uxv9LnjELzYBoA4LzkdTg/JXi+R3hkCTa3DvPitmHQrUd59zzRkeg0pn//MdERiIiIiIhonBjiMrDolx+LjkFEREREFNKS9a3Cxr7l+hzccn2OsPGJJhuXR4kPWy/Amw2XY9BtAADUmHNRY87FS7XXoSy2HGclfo6pURWCk4YelcKN9LBG1JhzRUcJaLt6ZuORA/fi7pI/Qae0i45DRETkMxYyiYiIiELEpg5xq2MCwJzYHULHDyY2T3CukKmUXLg572koJK6GSifWNpiI8u4ybOuaN2xVwPyIw7it4Akk6dsFphPr64XMxYkbBSah0ZgVsxup+iZv8TAvYqhYXGPORs7XipkphlZEqvtgckaNaLXFQbcB7zRdiqywOjx5+EfwYHhrUuUCztkPzDvie+aeMOCdeUBj3OmPHQuLa2j24qlR+/DdnH+O72B+4nCroVE60euIxn17fu+9AUlERERERERERERERBTKRBYyiWji7O6ZgRdrrz/pxP5OjwabOs/Eps4zEa/twJLEDViSsAHxui7vMYMuHSRJZlFulHLDj7KQOQIVpql4uOJ+/LT0D1y1lYiIgg4LmUREREQh4oCpVNjYCbp2XJH+hrDxg4UsA+XdZXirYZXoKKNySdq7SA9rOv2BNKk0W1O8Jcw6S/aw1xRw44qMN3Bp+jtQSh5BCQNDrLYbWoUNCsmDuTHbRcchH/U5ItFpj/duR6pNeGDvQ6izZOHStHdwZebr3j/jBcbD2N5dNuJrf9hyAdyy8rgCZ0oPsHIbEDfge94dOcDH0wGn2vdzR0OCB7cVPBE0f8/39U1Dy2AKLkz9AN/J/heeqb5ZdCQiIiIiIiIiIiIiIqJxl6JvER2BiMaR06PCY1V3YmfPnBGf02lPwBsNV+LNhstRGnkASxPXY27cduzomYO3GlbhtsInkBdxdBxTh6aciBqgTXSKwKeSnEg1NOOh/Q/g/ikPw6gexQMSREREgrCQSURERCFhcNCNAYvLu61SSoiJ1ghMNPEywhqOK0NNlBtzn4VG6RQydrA4aCrCK3XX4MhAgegoo5Kib8Zl6W+LjkEBQJaBRms6tnXNw7bueWiypp/wuGR9C24v+BtyI2omOGFgUkgy0gxNyAqv49fLIPRB84VweLTe7c1dx1alXt10GQ72F+PHBX9FnK4bRcYqnwqZLnl4a1LhARZVAosOAgofFyQe0AHvzQWqk307b6wyw+oRpTFN7KBjMCd2Jx7cdyG+7DgTN+Y9i6lR+7C/b5roWDQCDnMvZPexr6EqfQSUGr3ARERERERE5C8etwtOc8+wfRpjPCRJEpSIiIiIiCj0iFwh02xxwTro9m7rtAoYIyZodlGiSeLV+qt9KmN+nQwFKkxTUWGairCjZoSrzWi3JeGXe/8HK9NX4/KMN4Nmgt5AkBPOZ2VGwiWrsTJ9NSpNJXi44n7cU/JHxGp7Tn8iERFRAGAhk4iIiELCa+824ea7d3m350yPxqb3zxIXSIAC42Fs7Fgy4eOeGf8FpkXvn/Bxg0WLNRmv1F2DHT1zRUcZk5vynoFGwRLZZCXLQJ0lC1u75mNb1zy02U7d9lqW9DG+k/0v6JT2CUoYHCLUA1iSsEF0DPKR2RmGj9vOPeUxh/qL8NM9f8At+U+hyFg16rFi+4dWxUzt9f3cA2nAmtnAoPb0x/rbtKh9Ez/oGH0769/45b6H8Kt9D2Jq1H5I8By3SikFni1/WoWeQ5u92zNufALZ59woMBEREREREfmLpa0an9w9fdi+lS9bAUkpKBERERERUWhRKxyI1XYLG/83jx7Eo09Ve7evuyIDzz46W1geolBT0VeKNc0r/HItizscFnc4AMADJd5qvBx7emfg9oK/IcUgrtgdTNINjdAo7MMmfqYhdxf/ERZXGA6YSnGgrxQNlgwsTfwcWWF1+PvhW3FT/jNI1HWIjklERHRaLGQSERERhYjCiEMTPma4agDX57w44eMGk+eO3oAK01TRMcbknKRPUBw5+oIRBSePLOHoQC62dc/Dtq556LQnnPacSHUfbsl/CrNidk9AwuBicRnQY49BfsQR0VHIR2tblsPmPv0KfBZXOP7fwf/GOUmfQiU5j1v58pRkoOwIcM5+QO0+/eFfN6gG1s4CKjIACFo0ZFp08BUyP24dKtnKUGBf3/TTHE1ERERERERERERERBTcknRtUEiy6BhENA7MrjA8efhH4zoBbY05F/ft+T2uzXoZ56d8NG7jhAqFJCMrrA6HBwpFRwk4kiRjSeJGLEncCABweobqLNnhdbiz+DH8u/bbWJ66FmmGZpExiYiITouFTCIiIqIQkWpoRpjS7J2hbCJ8J/tfMKoHJmy8YCPLQK05W3SMMYnW9OCarFdExyA/cXmUqLNkweIKw/STFKg8soRP2pZhdeNK9DhiR3ztOTHbcXP+0/yacBJbu+ZjQfwWSIIKczQ6VpceH7Ze4MMZEj5tW+bTGEYLcOl2IHsUEzzWJALvzAUGDL6f6y8ahR2FxomfFGIsPm5dhi86F4uOQURERERERERERERENGFS9C2iIxDROHm2+kafnu8YLYdHi+drbsDu3pm4Jf8pRGv6xn3MYFYSWclC5gl02eKGbasVLu+vw1UW3JT/LD5pPQduWYnMsIaJjkdERDRiLGQSERERhQgJMqI0fbAMTkwhszSyAksSNkzIWMGq3ZY4oQXZ8fC9nBcQprKKjkGj5PSoUD2Qh6r+IlSaStBjj0HLYAquz3nRW8i0ubXQKe0AgGZrCp46cotPbwhrFTZ8N+efWJq4nmXDU/iy40zcVviE6Bjko49bz4XFNU5fx2Vgaj2wfDegc/p2qlMJfDIN2J4HYatifqXIWDXsBkmgqzFn48Wa60XHICIiIiIiIiIiIiIimlDJ+lbREYhoHGxoX4ytXQsmdMw9vTNx765HcGPes5gXVz6hYweTKzLeQKM1HTt75oiOElA+az8bixK+gEE1eNJjliV/iuqBXLRYk5Fi4PcvIiIKTCxkEhERUUi46tI0rFiW5N1WKSdfK+iLzkVoHkybkLHUkgM35j3L8tVpBPvqmHNitqMslm+cBhObW4tueyycHjVerL0eR/rz4ZQ1iFT34bL0t1EaeQD37P4TZkbvxvbuOXDLSkyL2geXR4l3mi7F242XwSWrRzxefsRh3FbwBJL07eP4WQW/tsFEqBQuxGm7RUchH9jdGnzQcuG4XFtvBy7aARQ3+35ucwywugzoNvo/12hMO8lqu4HC7AqD3a1FrLYHZlcYHj14F5yyRnQsGqUFd78F2XOsAKzSBffEF0REREREdExYUh5WPNU0fKekEBOGiIiIiCgEiS5k/uKuYvzk1gLvtlbDn/eJxqrDFo8Xar4nZOwBlxGPVt2FRfFf4Pu5z5+yXDdZqRRu3FX0KB6tuoulzK+pt2Thkcp7cX/pw9AoTz57dV7EUZidYbC69PzzRUREAYmFTCIiIgoJOp0SOp1SdAxhrC49Xq69dsLGW5XxFpL1bRM2XrCqMeeIjjBqeqUVN+Q+x9JtgJNlwCmr4fQMfUiQkWpogcujRKWpFOGqAXwr7TWcl/wRtEoHPmk7ByrJiWeqb8LlGW+iJPIgDvfn458138VRc55PY5+XvA7fzfknlJJnnD670PFFxyKuKByEPm07B/3OSL9fN78FuHgHEG7z7Ty3BGwsAb4sBuQAuj89NWq/6AinFK6y4K9VP0ZORA3qzZnotCeIjkRjoAmPFh2BiIiIiIjGiUKpgtYYLzoGEREREVHIStG3CB0/PEyF8DA+skzkLx5ZwhOHb8Og2yAwhYQvOhfjYH8xflTwJEoiDwrMEphYyjyxqv5iPFZ1J35S8udTPncUrrZMYCoiIiLfBNAjfEREREQ0Wq83XAmTM2pCxkozNOLi1PcmZKxgF8yFzG9n/Rsx2l7RMeg0JAnQKJwIU1kRpTEhUtMPAHDLSlyZ8Rr+Mue/cHHa+9AqHQCASlMJMsPqcV32S0gzNOGLjjPRNpiEKE2fz2Pb3DqWMUdAloGdPbMxN3a76CiThkf2T5O8OPIgioz+u2GkcQIXbQe+/aXvZcxOI/DcOcAXpYFVxtQrrcgMaxAd47SuzHwdbzdehl29s0VHISIiIiIiIiIiIiIiEkBGskHsCplE5F+rG1fiUH+R6BgAgC57PB7a/wD+VXstnJ6h4vWa5uXY1lUmOFlg+KqUOSeGz4183a7e2Xjy8I9ExyAiIhq1AHqMj4iIiIhGo96SgXUt50/YeBelvg+Vwj1h4wUrjyyh1pw96vPDVQOYGb0LSsnlx1Qjx/JYcNMqHbg84y0YVIPefbIMVPaVoMGSgTUtK9BhS8CihC/RaY8f1Sx8mzrPQK9jYorgwexQfyGywuu8pVgaf9u65o3oOLMrDHXmzOP2f3WDKDu8Dom6dr9kyugEbvkImFXr+7lb84FnlgGtMX6J4lc2tw7uQGqIfoPZGYYqUyFqzdmIVJtExyEiIiIiIiIiIiIiIhIiQjWAcBVXGSMKFUcHcvBm4+WiYwwjQ4H3my/Gz/f8FvWWDOzomYNHq/4bjxy4B522ONHxhFMp3Liz6DGWMr9hU+eZeP7o90THICIiGhWV6ABERERE/vDh+jb8+ckj3u2CvHA88buZAhNNDFkGnjt6AzxQTtiYdeYsIHHDhI0XTGQZaLBkYHPXQmzuXAirO8znayTq2nBh6gdYnLAROqUdJocRn3echU/bzkGHLXEcUlMw8MgSWgeTcWQgH/HaTpRGVfp8jX6nEctT12Jp4noY1QMAgK1d8/B6w7dGlcktq7Cu5XwsTtiIGnMOas3ZMDkjcUPuc8OKoJPdps4zEKEaEB1j0mi3JWBr13wsiN962mM3dy5EpakEdxY97t3XbE1BtKYXaoULH7Weiw0dZ40pj8INnHUAOKMK8HXdzj4D8G4ZUJcwpgjjSoYCfY4oxGp7REc5zurGS/Fq/dXw/XeeAtne5+9Ef+MB73behXcgefZFAhMREREREZG/WLsasPPJHwzbd+YvPoSkmLj3vomIiIiIQlWKoUV0BDz1Yg3eeK/Zu33eWQm457ZCgYmIgpPNrcXfDt0OtxyYFYAGayZ+vue3kCADGFoF8cCuUlye8SYuTP0ASskjOKE4X5UyH6u6Ezt65oqOEzDWtV6AMJUF38p8XXQUIiIinwTmT2NEREREPmrvsGPj1i7vtnVwcqzg+GXnmTjUXzShYx4wlU7oeMGgZTAZWzoXYFPnGWgZTB3VNfIjDuPi1PcwJ3YHFJLs3R+p6celae/i4tT38HrDlXi7cZW/YlMA63NEonogz/tx1JyLQbfB+/rihA34Tva/vMXKkfjqz9JXas1ZePLwj8aUc3XTZVjddBkAQKOw49e/EDJcAAAgAElEQVTTfg29chA99mhEa3ohsQcFg8qKbnus6BiTxuv1V0KrtJ/wNYdHDbMzHDHaXgDAxvbFOGrORdtgIpL07Wi0pGHAFYFUQwsO9+fjnzXfHVOW2H7gsm1ASq/v5+7JAtbNAOyaMUWYEN322IAsZC5L+gTvNl0yqskRKHD11e9Fz6HN3u20M64SmIaIiIiIiPzJbbei6+BG0TGIiIiIiEJSsr5VdATUNliGPdeTmWY4xdFEdDIv1VyHVluK6Bin5JLVw7btHh1eqbsWX3Qswk15z6DAeOQkZ4Y+ljJP7K3GVYhQD2B5yoeioxAREY0YC5lEREREQcrq0uPl2msnfNxGawb6HJGI0pgmfOxA9OThW7GxY8mozpXgwZzYHbgo9X0UGg+f8liFJOPStHfwads56HdGjmo8Ckx2twa15uyh8qV5qIDZZY8/5TkbO5Zgd89MXJf9EhYlfOFz8bHXEYU/Vt4Dh0c7huTDFRoP4b2mi9E2mITv5b7gLb1NdgURh/HBwIWiY0wKDZZ07OubhoVxm0/4ep05Cx5ZgRhtL5qtKag25wGQ8F7Txbg8401s7lqIqzJfQ58jEo9W3TX6GUVlYFYNcN4eQOPj/BAWLfD+bOBQ2uiGFqHHESM6wgm12ZIQp+tCg4WFTCIiIiIiIiIiIiIimtxS9OJXyCSisdvRPRuftp8jOsaoNVoz8Kt9D2Jp4npck/0KwlUW0ZGE+KqU+fihO7C9u0x0nAAh4cWa6xGmsmBxwheiwxAREY0IC5lEREREQer1hivR54wWMnalqQQL47cIGTuQuDxKlI/ijTG1woElCRuwInUNUnyYiVKntOPStHfwUu31Po9JgcEjS2gZTBm2+mWDJQMeKH2+1oDLiCeP3IaNHYtxQ95ziFL3YdCth82tw6BbP/ThGvpvkr7NW/qVZeDtxstgUFmhklxweDSwe7TDVuAcjf1905AVVou7S/6EOG33mK4VSvKNR9BXFyU6xqSwtWs+flb6O2zvHppFckf3bOztnY4z4jehKPIQjppzYVT1AwA2tC8BMNRk3tixGNXmPNxe8De4PEo8VnUnekdZMjTYgIt3AIWjuKd9KAV4fw5g0Y1qaGF67IFTyHR41NjSuQDrWs9HjTlXdBwiIiIiIiIiIiIiIqKAkKRvEx2BiMaozxGJp6tvxlf3uYOVDAU+az8HO3tm4/E5d0CntIuOJIRK4cZdRY9iXev5+E/9VbC59aIjCSdDgaeO3AKD0oo5sTtFxyEiIjotFjKJiIgoJJTNisbjv5nu3U6I89+qb4Go0ZKGdS3nCxu/om8KC5kAasw5Pr8htiLlA6xMXw2jemBUYy5L+gTvNV0srIxLvulzRKJ6IA9HBvJRPZCHGnPOmIuP31Rhmor/3vnoSV9XSi48MvNe77YkATfkPg8AMDvDsL59KT5uPXfMuebHbcEP8/8xad8sPxmjegA6pQ2yDJ9XMqWRG3TpsCJlDcLVFuzumYm/HrodmzrPQEHEYURp+lAUeQg1AzlID2uER5bwReci77lOWYN6SxZ+uvsPSDG0oMmaPqoMua3ApduBcJtv59lVwLoZwJ5sBOW9sy57nOgIAIZW/r131yMYcBlFR6FxlLfiDtgXXuXdji1YKDANERERERH5kzYyEdO///g39gbhP5SJiIiIiAJQIKyQeekFKchKD/NuF+SGC0xDFHz+ceSH6HdGio7hNyZnFA73F2Ba9H7RUYRRSDKWp3yIuTHb8b9Hf4DdvbNERxLOLavweNUd+NmU36Ek8qDoOERERKfEQiYRERGFhOJ8I4rzJ88D+C2DKaNaUc9fKkxThI0dSA6YSn0+Z0vXApwRv2nUhUyt0oGV6avxQs33R3U+jR+bW4tac/ax1S/NeegOgKLSRanvI9Uw/AZbvTkD61rPx5edZ8LhGXuB/cqM17Aq/S0WDk8iw9CAQbceBtWg6CghS6+yYcA5dNO2vLsMdZZsAIDJGYkDplJcjrdw1JwLvWoQ+/qmnXAFTA+UoypjqlzAOfuAedW+566PB96ZC/QF8f3mnlGuJupvEmSWMSeB1LKVoiMQEREREdE40YRHI+e8H4qOQUREREQUchRwI0knfoXMBXNisWBOrOgYREGnwxaPD1suwJ7emaKj+F1Vf9GkLmR+JU7XjZ+WPoJNnQvxYs31MDmjREcSyilr8MfKe/DA1IeQE14rOg4REdFJsZBJREREFIQMKqvQ8TtsieiwxSNB1yk0h2gH+nwvZA669YjTdo1p3LOTPsO7TZegxzF+NyskyON27VDgkSU0W1O9xcvqgTw0WtKFFqVPpsGSgS2d8zE9ei/29k7HutbzUdVf7JdrqyUHbi/8G+bFlfvleqGqwHgYvY5oFjLHiVtWYF/vNPQ6onF20nqk6FtQZ8mGSnKixx6DHnsM+hyRaB1MRrK+FRvbF/tt7MQ+4LKtQEK/b+e5FMD6KcDWAkBW+C2OED32kxcy3bICSskzbmObnWEwqKw43F+AnIiacRuHiIiIiIiIiIiIiIgoWMXrOqFSuEXHICIfNFtTUN5dhm1d81BnyQIQmrNjH+ovFB0hoJwRvxnTo/bipdrrsKFjCUL1//tIDLoN+F3Fz/Drab8+bhJ6IiKiQMFCJhEREVEQMijFFjIBoNJUggTdBtExhHF41Dg04Psbg5ekvotIjY/NnW/QKJxYlf4Wnj1605iuQyPXY4/GUXOud/XLGnMOBt0G0bFGZHfvLOzunTVu158RvWfcrh0qCoyH0eOI4ZvE4+DTtrOhgAfvNl+CBXFbAAAp//f77JJV+OoGxYctF0CGAk3WNP+s6CgD8w8DZ+8HVD72DTuMwNvzgfYQmdSy2xELjyyhw5aAJH27d3+9JQOdtnjMid05bmN/3n4WyuLK8f+q/hv3lf4easkBp6wZt/GIiIiIiIiIiIiIiIiCTbK+VXQEIhqBeksGyrvKsK17HpqsaZgMZbwjA/lweZQsjX9NuNqCWwv+gTMTvsSz1Tei3ZYkOpIwAy4jHj5wPx6c+ivE6bpFxyEiIjoOC5lEREQUEg4e6cfnm46tOpgQp8XlF6UKTDS+RK+QCQCH+wtwVuLkLWQe6c+H0+Nb6SNa04MVqWv8Mv5ZiZ/jnaZL0WlP8Mv16MQ6bXF44vBtfltRMtQ4ZQ0OmEoxK2a36CgBLUXfgnZbougYIaV9MAFPV9+M6oE8rEhdg9bBFHTa4wEM/X4POXaD6uPWc4fO88PNiggrcGk5kNPh+7nb8oFPpwKuEHo3ps8RhZdqr0NJZOWwQub27rlosqaNSyGz2x4DrdIOsysc/6m/CrIs4XcVPxv6X84FnkNac/lq2PuOPTgSV7wExvQSgYmIiIiIiMhfHOZeNG1+ddi+7GW3QFIoBCUiIiIiIgoNgVLI3Ly9G3sPmLzbhXnhOPtMPu9Ak9vRgRxs656H8q4ytNmSRceZcA6PFrXmbOQbq0VHCThToyrwyMx78XrDlVjTvAIeKEVHEqLbHoffHvg5Hpz2KxjVA6LjEBERDRNCjwASERHRZFa+qxd3PrDXuz1nenRIFzLDVBbRETAvbpvoCEJVmnx/+P+KjDegU9r9Mr5K4cb5yevwr7rr/HI9Ot62rjI8feRmWNzhoqMEtL2901nIPA2FJCNe2yk6RkjwyBLWtKzAa/XfgsOjxazonfiw5QIAQJctDsDXC5nH+OvvcXEjcNFOQO/w7bwBHfBuGXA0BCevdMsqrG1ZgZnRu+Fwq6FROgEAO7rnoGUwBYMuHfQq26iv32xNQZjKgijNsRv0EmS83XgZ3B4lNncuhEpycWXMSaJ6zePoObTZuz3jxidYyCQiIiIiChF2Uzv2Pn/nsH3Zy24WlIaIiIjIf1SSE0sSN+DTtmWio9AkdaJ7ZyK8u64Fjz51rHR13RUZLGTSpFRlKkR5dxnKu8vQ9X+TDk9mh/oLWcg8Ca3Sge9kv4wz4jfhqSO3oM6SLTqSEK2DKXi44n78cur/wKAaFB2HiIjIi4VMIiIioiBkUIpdIbMg4hCmRe0TmkG0CtMUn45P1TfhrMTP/Zoh33jEr9ejIXa3Bi/WXs+boiO0p3eG6AhBIU7bdfqD6JQaLWl46sgtqDbn/98eGR32BAy6DQCALvtQITNZ3woJHsjw3woaGidw/m5gZp3v51alAO/PAaw6v8UJSF90LEKFaQquyfo3Om1xqLNkAZBQ3l2GJYkbR33dNlsS9vTMwA/yngMAuDxKRKgHsK7lfBQYD0OGgmVMIiIiIiIiIiIiIhJOo7Dj6sxXsblrIaoHhu5lhKsG8JPiP6M4sgpHBvLRYMkUnJImo0BZIZNosvLIEipNJSjvLsP27rnodcSIjhRQDvYX4yJ8IDpGQMsOr8NvZ/wcHzRfiDcaroDDoxUdacLVWbLxi72/QWnkAWSENSDd0IiMsAYWNImISCgWMomIiIiCkErhhlrhgNMjpoBwRcYbkCQhQwcEWfb9nGuyXoFS8vg1R1ZYnd9LR5NdgyUdfzn0X2iypouOEjTabUloHUxCsr5NdJSAxjeBR8/lUWJ108qhFRHlY29jKOBBs/XYatg9jhhYXAa8XHstZPjvm1RqN3DZNiDG7Nt5DiXw0QxgVw7gxzgB64vORVBLTpyb9DF29MzBV5/0ps4zfC5krmlejmVJn0CjdMLkiMRn7WdjecpapBha8b9Hf4DlKWuhlNyoNJWOw2dCREREREREREREROSbgohDuLXg70jWt8Hh0aB6IB+JujbcV/p77z20Velv4bGqu7zn6JVWRKn70GpLERWbJgkWMokmnsujREXfFGzrnocd3XMw4DKKjhSwDvcXiI4QFJSSB5ekvYd5sdvwTPVNqDBNFR1pwrUMpqJlMPVre2RcnfkqVqa/IywTERFNbixkEhERUUhITNBi8fw473ZBXrjANBMjTGlBn4BCZqGxClOj9k/4uIFEkoBfTX0QH7ZcgP/UXwW75+TLnqkkJ27IfQ6zY3f5PYdW6UCaoQmN1gy/X3uykWXg47Zz8VLNdVxpbRT29M5Asv5D0TEoRLllJd5tumRYGRMAPFB+4zgV7t71J7/NKCp5gEUHgcWVgMLHIn5zNPD2fKAnwi9RgoQEp6zBK3XXwOSM9O6t6JuCPkckojQm2Nxa6JT2016pdTAZDx+4H/eWPII+RxTcsgqv1F2Du4ofxbauedjXNw0qyYXTX4lCTVTmdCgUx74W6KKSBKYhIiIiIiJ/UmoNiCteLDoGERERkU/UkgPfynwNF6Z+AIU0dDNhdsxO7OqZhbtL/gSjesB7bFlsOVL1TWgeTENueDX+q/AvCFNZ8IfKn+LIAMsoND60ChtitT2iYwAAsjPChj3XUzgJnuuhycXpUWFv73Rs65qHnT2zYXWHiY4UFAZcRjRZU5FmaBYdJSgk6jvwi6m/xYb2xXip9jqYXZPqoYRvkFjoJSIioVjIJCIiopBwwdIkXLB08jyQ7ZEluGQxP8pN9tUxv6KQZKxIXYs5sTvwTPVN2N837bhjYjTduKv4UeRHVI9bjpzwGhYyx8jsDMNTR27B9p4y0VGC1p7eGViewkImjQ+t0oGpUfuxs2fOaY/1Vxkzyjy0KmZ6t2/nyQC+LAY2lAKeSbp48ZauBZBwrMHqgRJbuhZgUcIXODqQi+nR+057jWR9Kz5uOw8P7X8ASf83c/iOnjn4oPlCWN1hvHk5iU3//mOiIxARERER0TgxxGVg0S8/Fh2DiIiIaMRyw6vxo4InkWpoGbY/PawJD0x9CGqFa9h+hSRjVfpbqLVk4+rMV6FSuAEAP5/yWzx68C7s7ZsxYdl9IcEDGZP0pkcICKTVMW+5Pge3XJ8jOgbRuPms7Ww8X3OD6BhB6VB/IQuZPlqSuBEzovfghZrvYUvXAgCT82G+GjO/rxARkTj8lzIRERFREKrqLxIyw1WKvhlTIismfNxAlqDrxP2lD+PW/CcRpjJ79xcbK/HwjPvHtYwJDBUyafQOmopw7+5HWMYco0pTCRxutegYFMLmxOyYmIFkYHotcMtHvpcx+wzAP5cC66dO3jLmEOm4BzM2dZyBBksGmq2pI7rCVyXMWksOtnQt9F7333Xf9mdQIiIiIiIiIiIiIiKfqSQnrsp8FQ9Nf+C4MuZXvlnG/MoZCZvxneyXvWVMANAp7bin5I9YGLdpXPKOnoxzkj7B72fehxiNjzdNKGAUGA+LjkA0aVSYpoiOELSqTEWiIwSlSE0/7ij6C+4teQSx2i7RcYToc0aj2+6fibuJiIh8xRUyiYiIiILQ1q75QsZttyViwBUBo3pAyPiBSpKGZh6bHr0XL9R8D9GaXlybNfxG2nhhIXN03LICbzWswluNqzijqx84PRpU9pdgRvRe0VEoRM2K2TXuMzDr7MCFO4HSJt/P3ZcBrJ0F2DX+zxUKqs15KO8qg9MzsuL2yWZr5tdrIiIiIiIiIiIiIhIpK6wWPyp4EhlhjX69rkrhxu2Ff0O42oyPWs/367VHQ6+04ua8p7EgfisA4IGpD+Gh/Q+gxxErOBn5Qq1wYGXaatExiCYFjyyh0lQiOkbQqupnIXMsZsXsRknkT/Dvum/jo9bzJt199RpzDmK1PaJjEBHRJMRCJhEREYWEwUE3BizHZplUKSXERIdmK8IjS9jWNU/I2G5Zhc2dC3FByjoh4we6KI0JdxY9PqFjZobVQwE3PFBO6LjBrMsei78duh1V/cWio4SUmoEcFjJp3ERq+pEfcQSHBwrH5fpZ7cDKcsA46Nt5NjWwZhZQkTkusUKIhE/aliHvNKtGP171X/hezguI13byexudkMPcC9nt9G6r9BFQavQCExERERERkb943C44zcMfntMY4yFJkqBERERERMcoJRcuS38bK9NWj9ukvApJxg25zyNCNYA3Gy8HcOKfg7QKG8LVZmgVdmgUDuiUNmgUDmiVQ9tahX3YrzVKxwmPtbjCsKZ5BQ72Fw8bKyf8KO4ofByJ+g7vvmR9G0uZQej85HWI0faKjuFltrhgHfza6rBaBYwRI5vMkyjQ1VmyYHGFi44RtDrt8ei2x7BUNwY6pR3fz30BZ8Z/iaeqb0GTNV10pAlTY87B3NgdomMQEdEkxEImERERhYTX3m3CzXfv8m7PmR6NTe+fJS7QOKrqL4LJGSVs/C87z2QhM4BolE6khzWi3pIlOkpQ6HdG4L7dv4fZFSE6StCL1vRgatR+TImqwJTIioC6mUehodseg02dZ6DPEYU+RxR6HDF+H0PpBpZWAAsOneyxhpOrjwNWzwNMYX6PFZJcshpN1rRh+7Z0zofNo8PSxM8BDK0AXmkqwc35TyNe14l2W5KApBTItvxpFXoObfZuz7jxCWSfc6PARERERERE5C+Wtmp8cvf0YftWvmwFJE7WQ0REROLdmv93nJmwaULGujLzDZyfsg59jij0OqK9/32z8XLoFDb8dsbPkaDr9MtYc2N3oMpUiNVNK7G3dzouSPkQ12a9fMLS6VelzN9V/Aw2jw565eDwD9UgOm3x4za5JvnGoLQE3OqYv3n0IB596tjkndddkYFnH50tMBF9k1tWYGPHYixJ2ACFJIuOE9DMrjC4PUq45aGP8q4y0ZGCnIRD/YVYGL9FdJCgl2+sxu9n3Ic3Gy/H242rRMeZEDUDOaIjEBHRJMVCJhEREVGQ2do1X+j41QP5aB1MQrK+TWgOOiY7vJaFzBFa27KcZcwxOithPS5Oew8p+hZwgQIaT+22RLxSd+24XT9mALh8C5Dc59t5bgn4fAqwuRCQFeOTLVSZXREwOYyQIeG5ozegvHsetAobSiIrEa/thAwFTM4o/LHyHqgl5+kvSEREREREREREREQ0AdLDGid0PKN6AEb1ADK+Nu6bjZfjjqLH/VbG/EpR5CHcF/kH9DkiEaUxnfLYZH0b/jL3jpO+/q/aa9E6mIz5cVsxPXov6ixZqOibgiMD+XDLfFR1Il2S9i7C1RbRMSiINFtT8MTh21BjzkWfIwqXpQdWoTeQHDQV4cH9vxYdI+RU9RexkOknKoUbV2a8js/azha66MNEqTGPrJDZY4/G9u65aLBm4JqsVxCmso5zMiIiCnX8Vy4RERFREPHIErZ1zRMdA192nIkrM98QHYP+T054DT5vX+rXa0oIvdkOrS491rWcLzpG0NIrrbgp7xm+AU4TJkw1TjeJZWB6HbB8N6Bx+XZqVwTw9jyg1f+LdU4aq5tW4suOMzHgMgIA7B4dnjpyC35a8oevHSXBKWvEBCQiIiIiIiIiIiIi+oZoTa/31/3OCBiU1hOuIjlezM4wXJP1CqZEHRi3MU5XxhyJpYnrcXXmq97fmzmxO3FFxpuwubU4aCpGhWkKKvqmoMGSARkTPeuljARtB5yyGr2OYzd61JID1+e8iIywBqxpXoHt3XPhQXCv0h6l7sXylLWiY1AQWdO8HP+u/zacnqH7c6/XX4li40EURR4SnCwwvd98kegIIamqv0h0hJCikGTMjNnt9+fJAtGAy4h/112NubHbkRdxdNhrHbZ4lHeVoby7DEcG8iFDgZLIA9jTMwPTY/YifLyeSyEiokmBhUwiIiKiIFLVXxQQM1d90bkIV2S8wdXxAkRu+NHTH0T4qPU8WN1homMEpbyII/hx4V+RqOsQHYUmkTCl/9/41jqAFbuAqQ2+n7sjB/h4BuDkOyljsrZlxXH7Kk2lWNuyXEAaIiIiIiIiIiIiIqJTUyscGHBGYFvXPMRoe1BoPDShZUwAMKisWJ7y4YSOORqphpYT7tcp7ZgZswczY/YAGCq1HugrRUXfFFSYpqDdlgjAvw8fSPAg1dA8VCozVqEosgqx2h7848gt3nJKkq4VdxY9hqzwegBAofEwOm1xWNOyAh+2XOCH0qgMf39eI7Eq4y1olY4JH5eCT5ctFk8e+REqTaXD9nugxF8P/Rgr01cjStOHaE0votR9iNL0TfjXv0DTYk3Grp5ZomOEpEZLOmrNWcgOrxMdJWTMitk1KQqZAPBO00q807QSkeo+zIjegzhtF3b2zEadJQvf/F5caSpFpakUCrhRYDyM2TE7MStm10l/jiEiIjoZPkZIREREIeGqS9OwYlmSd1ulDM2m4Nau+aIjAAA6bIk4MpCPAuMR0VEIQEZYA5SSC26ZP96fjN2twZoTlIDo9C5Jewffynht0t9YoYl3qL/Qr9dL7QZWbQWifex5WrTAe3OAw6l+jUPf8EbDFaIjUBBYcPdbkD3HlrZV6cIFpiEiIiIiIn8KS8rDiqeahu+UJnrVJCIiIqLjOT1q/Hrfr3FdzksojDgkZCUlhSRP+JjjyagewIL4rVgQvxUA0GmLQ0XfFOzvm4oDptJRTVKtgBuZYfUojjyIosgqFBmrYFQPHHecVmEHACyI24yb856GXmUb9nq9JRM15hzolDYMug0jHj/DUI9C4yGkGFqQqm9Gir4F1eY8PFZ1l8+fy1gk6tpwduJnEzrmSP3irmL85NYC77ZWw5/3RdrQvhgv1HzvpH/Oux1x+N+jN35jr4xwlflYSVPTh1hNN76V+Rq67HFI0HUed51X666CU1ZjQdyW41auC0bvN18kYIXfyUGGAs9U34TfTP9FyH3fE2Va1D6oJQecskZ0lAljckZhQ8dZIzrWAyWq+otR1V+Ml+u+g0RdG2bF7MLM6N0oiazkc1JERHRafGKbiIiIQoJOp4ROpxQdY1x5ZAnbuuaJjuH1ZeeZLGQGCLXChXRDI+os2aKjBKzP2s9GvzNSdIygEqXuxY8KnsS06P2io9Ak4/Io8VLtdVjXer5frid5gIWHgKUVgMLH+zbVScA7cwGL3i9R6BRcslp0BAoCmvBo0RGIiIiIiGicKJQqaI3xomMQERERnYCEQbceTx6+DRI8yAyrx6+mPnhckY9GL17XhaVJn2Np0ucAgAZL+tDqmX1TcLC/+ISFMZXkRG7EURQZq1BsPIgC42EYVIOnHStCPYAf5D6Lc5M/Oe41m1uLV+uvxtLE9Xhw2q/RYYtHgyUDmzrPwLauefDgZM+kyLir+FEk69uG7Y3TdSMjrB7tg4mYH7cV5d1lPpU8fZFuaMCypE+wKOGLgC2QhIepEB7GR5ZF63dG4Jnqm7C9u2wUZ0swuyJgdkWgyZru3ZtuaITNo8M5SceXgXscMdjYsQQfNF+EBG07zk3+GMtT1gbsn9Nv+t/qG7C7dyYGXXpY3QaWMcdZjTkX61rPD4pVoYOBTmlHadQB7OmdKTpKUGi3JWFtywqsbVkBvdKKqVH7vQXNSE2/6HhERBSA+K8bIiIioiBR1V80qpkgx8vmzoW4PvvFoHmTNNTlhNewkHkSLo8S7zVdLGRsCR7olDbolYMwqKxD/1VaoVcNQq889qFSuLCvdxoO9pcIyflN06P34Ef5T/INRZpwnbY4PFZ1J46a8/xyvfBB4LJtQHaHb+e5FMDH04HteQBCc9FtIiIiIiIiIiIiIiI6iWhNDyLVJu/915vzn0atORtrW1ag32lkGXOcZYQ1IiOsEStS18ItK3B0IBcVfVNQa8lGVlgdiiMPIi+8Ghql0+drX5b+NpSS54Sv6ZR23FvyCOxuLQAgQdeJBF0n5sTuRKctDmtaVmB9+1LY3MNn8syPOHJcGfMrV2S8gRZrClamv4Mb3M+hvLsMG9qX4ICpdMzFLrXCgflxW7Es6RMUGg+P6Vo0Oezono1nqm/y+7NH7zRdilRD87BCpslhhEbhgIRjM+bKkHB+yrqgec7ozYZV+LjtPNExJp3X6r+FsthyxGp7REcJCbNidrGQOQqDbgPKu+ehvHseJHhwXfZLWJG6VnQsIiIKMCxkEhEREQWJrV3zRUcYxuyKwJ7eGZgTu1N0FAKQE1GDz9rPER0jIG3sWIweR+y4j5NhqMfC+M2YGb0bEeoB6JWD0CrtUEgjW5LvsvTV6LLHYkvnAmzqPENIwVYpuXJLc6EAACAASURBVHBN1itYnrJ2xLmJ/GVH92z8/citsLjC/XK9ghbgknLA4PDtvPZI4K35QCcX1SUiIiIiIiIiIiIiCkEyTjYbo0FpwSVp72J5ylq4ZBUe3PcrxGq7sTjhC5wZ/yW67bHDykU0/pSSBwXGIygwHvHb9U4lQdd5wv3xui58N+dFXJHxBj5tOwdrW5aj1xEDAFicsPGk1yuL3Q5X9NDKmlqlA4sSvsSihC/RZYvFxo7F2NixGG22ZJ8+hxR9M5YlfYLFCRsRrrb4dC5NTlaXHv+s+S42dCzBeMxG22DNRLstEXt6p2Na1D4oJBmRmn582XEGPF8rHnfaE/BO46W4MvMN7z6HR41GSzoarBlotqbiO9kv+z3faGzqXIjXG64UHWNSGnQb8PzR7+Pukj+LjhISZkXvwnO4AZyJevRkKPBi7fXoc0Thmux/i45DREQBRJJlvkFARKFFkqR4AMPWwGnaswLxsVpBiYhoIny4vg1/fvLYG/AFeeF44nehM7uTR5Zwa/nfA2qFTACYH7cFdxY9LjoGAag1Z+Fne34/5uuE2qxeblmBn+z8s883sUYqSdeKhfGbsTB+M9IMzX69drM1BZs7F2JT5xnjlv/rknSt+K+ivyAnvHbcxyL6plfqvo13my6BP24CKN3Asr3AvGrfz92WB3wyHXArxxyDiMbB3ufvRH/jAe923oV3IHn2RQITERERERGRv1i7GrDzyR8M23fmLz6EpOA/0omIiMg/jGoTvpP9L6QbGvG/R3+A6oF872tqyYHzU9ZhZdrqYQW3Hns0ZEjeVbocbjWODOSjNKpywvNTYHF5lNjctRDrWs7Hz6b8DuGq0Rcjq0yF2NCxBFu75mPQbTjhMSrJibmx23Fu8scoiTw46rFEeurFGrzx3rF76uedlYB7bisUmGhyqDQV4++Hb0WnPWFCxlNKLiRoO5Cob4deOYgd3XPglDXDXr8k7V20DSahwZKB1sFkeHDs333Pzv/BmP4++cPh/nw8tP+BYblp4v2k+E+YG7tDdIyQ8NPdv0e9JUt0jJCwOGEDbsl/6rQTPEx2nd12pM1Y883dCbIsn3jmCyKiIMUVMomIiCgktHfYsXFrl3fbOugWmMb/qvqLAq6MCQA7u2fD6tLDoBoUHWXSSzc0QiU54ZLVo76GWuHAjwv+irK47X5MJtb27rl+LzPGaLq9JczssFpI4zSJXKqhBVdmvoErMt5AjTkHX3aeia1d870zrY5UnLYTqYZmqCQXKvqmwO7RHXfMoviNuCH3OehVNn/FJxqxowM5fitjxpmAVVuBJJNv51k1wLtlwOGUMUcgonHUV78XPYc2e7fTzrhKYBoiIiIiIvInt92KroMnX1mIiIiIaLQkeLA0cT2uyXrFW7b8zfQH8Gnb2fhP/VWYGb0b38p8zVu6/LoYbe+wbY3SyTImAQBUCjcWJ3yBxQlfjPlaRZGHUBR5CN/LeQHl3WXY0L4EB0ylkKFAoq4N5yR9irMSP4dRPeCH5OLUNliGPdeTmXbi8in5h9Ojwqv1V2NN8wrIX1ulcry5ZRVabSlotZ34xqtbVuHtxlUnPb/bHiu0kNluS8AfK+9hGTMAvHD0e5gatR86pV10lKA3O2YnC5l+srFjCfqdRtxZ9Bj/bBIREQuZRERERMFga9d80RFOyClrsLVrPpYmrke7LRHxuk7OACWISuFGRlgDasy5ozrfqDbhnpI/Ij9iFEvKBbCy2HL8auqvsa1rHsq7y9DjiB3VdYxqE+bHbcXCuM0oMB6GQpL9nPTkJAnIjahBbkQNrst+CZWmEmzqPAPbuubB6g4DMDSLZLK+Fan6ZqQYWpCqb0aqoRkp+hZolQ7vtZweFar6i7CrZxb29M5AryMaN+Q+55cbhUSjtaZlBcZcxpSBmTXABXsAtY9zMtQmAKvLgAHe8yUiIiIiIiIiIiIiCjnnJn+MG3KfP27/OUmfYWni+gm970d0KlqlA4sSvsSihC/RbY9Buy0xaFfDpIljdenxi72/gcUVhlhtN+K0XYjTdmFf3zQ0WdNFx/NZlz0OmWENwsbvscdgZfpqmF3h+Lj1XJhdEcKyTHbdjjj8p/4qfDfnRdFRgt6smF14q/Fy0TFCxp7emfjN/l/g3tJHgn6yBCIiGhsWMomIiIgCnCwD5V1lomOc1Kv1V+Oj1vPw3Zx/IknfLjrOpJYTXjOqQmaSrhX3lf4+JP//KSQZxZFVKI6swvU5L+LoQC62dc/Dtq556LQnnPJcg9KCsthyLIzfjNKoAwFRNlZIMqZEHcCUqAO4Ifc5HBnIR5SmD4m69hHlUytcmBpVgalRFfguXoTdrRlW2CSaaD326DFPOqBzABftAEqafDvPIwHrpwCbCwF54iaFJSIiIiIiIiIiIiKiCfRJ6zKUxZZjStSB415jGZMCVay254SrthJ909+P3IqWwVQAgMkZNepJvANFt310k2z7y1fPl3Ta4rC6caXQLAR80raMhUw/yIs4iih1L/qc0aKjhIxqcz5+te9B3F/6MOJ1Xac/gYiIQhILmURERBQSymZF4/HfTPduJ8RpBabxL0kCNEoH4BSd5MT6nZG4OvNVFEdWiY4y6eWE1/h8TqGxCncX/wkRavM4JAosCklGvrEa+cZqXJv1Mmot2djWNVTObLMlAwC0Chtmx+zEwvjNmB69F2qFS3Dqk1MrXGOeEZVlTBLto9bz4JZH/9ZEeiewahsQafXtvN4w4K35QLPY+3lE5KO8FXfAvvAq73ZswUKBaYiIiIiIyJ+0kYmY/v3Hv7FXEpKFiIiIgp9eaUWKvmXow9ACmT9XEAl36QUpyEoP824X5IYLTBMaVjdeiu3dgTvB+2hs7ZoPleRCoq4dSfo2YcXkz9vPggzO6itahIqrD/rLrJhd+Kz9HNExQkrrYAp+ue9/cF/p74Wu7EtEROKwkElEREQhoTjfiOJ8o+gY46bIWIUOW6LoGCe1s2c2zk5aLzrGpOdrIXN+3Bb8qOBJaBQB2vYdR5IE5ITXIie8FldnvopGazraBpMwLXofdEq76HhEk4LDrcanbaN7w1/yAIsOAosrAYWPk1fvzwDWzALsmlENTUQCpZZxJmIiIiIiolClCY9Gznk/FB2DiIiIglxpZAVuL/wbojV9oqMQ0TcsmBOLBXM4W6q/7Oudiv/UX3X6A4NMpakUlaZS77Za4UCCtgOJ+nYk6oY+8iOOIDfC9wnLR8ojS/i846xxuz6NXKTaJDpCyGAhc3z0OmLw4L5f4e6SP415Un0iIgo+LGQSERERBYEiYxU2diwRHeOk9vVNg82tZZFNsDRDE9SSA0759C2ji1Pfxbez/g2F5GOTKQRJEpAR1oiMsEbRUYgmlS86F2HA5ftkCkYLcNk2ILPLt/McqqEi5r5McIENIiIiIiIiIiIiIqIQJEFmGZOIQl6nLQ5/PfTjSbGCo9OjQfNgGpoH07z71AoH/mfaL5EdXjema3fZYrGndwZ6HdHoccSg1xE99Gt7zKjuY5P/RfF7ut9MjdoPtcIBp4czV/ub1R2G31X8DLcX/g3z4spFxyEiogkU+j+NExEREYWAImOV6Ain5PRosLd3uugYk55K4UZmeP0pj5HgwQ9yn8W12a+wjElEQq1tWe7zOUVNwC0f+V7GbIkGnj4X2JcFljGJiIiIiIiIiIiIiEKU2RUuOgIR0bhyeNR4tOquSV0YdHo0+H8H/xtmZ9iw/T32aHjkE98MHnTpjtv3Uu11ePboTXiz8Qqsbz8be3pnot6SNal/bwNNpIYrZPqLVunA1Mj9omOELKeswWNVd+Kj1nNFRyEiognEFTKJiIgoJBw80o/PNx1rZyTEaXH5RakCE/lXsr4Vkeo+mJxRoqOc1PbuuZzlKQDkhNegeiD/hK9pFTbcUfQ4ZsXsnuBUwW/AGY4ItVl0DKKQsa93Kpqs6SM+XuUCztsDzKnxfawtBcBnUwG30vdziSiwNJevhr2v1bsdV7wExvQSgYmIiIiIiMhfHOZeNG1+ddi+7GW3QFJwjmkiIiIaGaPahPOSPxIdg4hOYvP2buw9cKxcVZgXjrPPTBCYKLh02WIRp+vGc0dvQI05V3Qc4TrtCfjb4dtxb8kj3snImwdT8Ujlvbg2+2VMjaoYdvw/jvwQlaYSFBoPoSSyEgm6DpR3l4mITj6IUnOFTH+aFbMLu3pni44RsmQo8NzRG9DriMZVma+JjkNERBOAhUwiIiIKCeW7enHnA3u923OmR4dUIVOSgELjIZR3zxMd5aR29cyCy6OESuEWHWVSywk/vq2kUdgxI3oPLkt/G9nhdRMfKgRs6VqA9W1LMSd2B2bH7ERmWD0krrJHNGprWlaM+NiEPmDVViCh37cxzFrgnTLgaLKP4YgoYFWveRw9hzZ7t2fc+AQLmUREREREIcJuasfe5+8cti972c2C0hAREVEw0SpsuDD1A1yc+h70KpvoOER0Eu+ua8GjT1V7t6+7IoOFTB88XX0zZsfsxOftS0VHCRh7emfizYbLcWXmG7C4DJBlCfWWTPy24ueYEb0H12a9jPSwJtjcWuzunQmHR4sdPXOxo2eu6Og0Qlwh079mxewCjsoA+MDT+JHwduMq9DmicFPeM97COBERhSYWMomIiIiCRKAXMq3uMBwwlWJ69D7RUSa1rwqZBqUFs2J2oSy2HNOj90KrdAhOFtzOTfoYu3tm4vWGb+H1hm8h3dCAP866V3QsoqDUbE3B3t7ppz9QBuZUA+ftBVQe38Y4mgisLgMs+tFlJCIiIiIiIiIiIiKi4HBx2nu4IuNN0TGIiMZVjTkH+/qmiY4RcN5qXIWNHYvRaY/H10tme3pnYl/vNCxJ3IBUQzMcHq24kDRqXCHTv2K0vcgOq0WtJUd0lJC3vv1s9DuNuKPwcWiUTtFxiIhonLCQSURERBQkioxVoiOc1raueSxkCpZqaMZ9pb/DlMgKrlbqR5IE/DD/H7h39yMwOaPQNpgkOhJR0Pqw5QLIUJzyGJ0DuGQ7UNTs27XdCuCzKcCWQnBSRyIiIiIiIiIiIiKiScDkiBQdgYho3KkVTvAG6PFkKNBpP/FKqx4osb797AlOFKpk5ITX4P+zd99hcpUF+8fvKTvbey/Z9A7phIQSQoAQQpUqAqKAWJCOigr+eBVfUSkioqIgvfc0EkIJLZRAeu/Z3vvu7Oy03x95XVhI2Ulm9pmZ/X6ui4t9zpznnDthyU7OnPs8UzI+1wslF/XZWVkhM/gmZ35BIfMwFSWUKiWmRXaLRzaLV3br3n/bLF5taRmpOle2JOmLhim6c/1t+vmYPykppt1wagBAKFDIBAAAUSE3J1YzpmV1j0cMSzKYJjQGJe1WnM2pTm/4LvdV0lFsOkK/Z7P4NCF9jekYUSnV0aIfj/iH7trwS7n9Dnl8NkqvQIDa3Il6v2bGAfcprJfO+1hK6wjs2PVJ0ivTpMqMwwgIIKylDRwvq/XLy5lxaTwgAQAAAIgWttgEZY0+8DUDAACAfWlyp5mOAKAXBhcn9rivZ2QU3tcTSg5rl+kI6Mdm5i7Tj4Y/JJ/fopdKzpdPtj45b2oMhcxgm5SxUi+VXGA6RkSrc2XpyLR1mlOwWLlxNT1e8/hservqJL1a+i01udO1tXWk7lh3h3459g/KjG0wlBgAECoUMgEAQFSYc2Ke5pwY3Tdk2yw+DU/epnVN40xH2a8EW4DtGSDCTEhfo9MKFumNirly+WJlt/I9DwTi7aqT5PLF7ftFvzR9izRrnWTzB3bcNQOlNyZJXTGHnxFA+Br//b+YjgAAAAAgRBKyinX8b5aajgEAACLQf1fIdPvs2t02SMNTthtOBGBffvjdIfrhd1mV7VDtXSETMCMrtk6SZLX4lepoVmNX3zwlmRUyg29I0i6lOxr67L9hNOr0xuuNirlaXDFHUzI/1+kFCzUqdYskyW716tSCN3Vi7rtaUnmq5pWdpbKOAfrNmt/q1rF3aUBimeH0AIBgopAJAAAQQUalbA7rQma8zWk6AhBy5xS9pneqZqnTG6dEO4VMoLe8fqverJy9z9fiXdI5n0nDKwM7pssuLZwsrR8YhIAAAAAAAAAAACDiNLtT5fHZdO+mm7S2aZyuHPqIZuW9azoWAASFz29RgytDMRYKmTAnLaap++t0R2Oflfke3HKNUmJaevyTHNOqzNh6DUws6ZMM0WhSxkq9XXWy6RgRzy+rVtRP1Yr6qRqStEOnFyzUtOxPZLP45LC5dWbRAp2c95YWVczVwvLTdce6O/TzMX/SyJStpqMDAIKEQiYAAEAEGZWy2XSEA0qgnIYo91ndUXp05/fl8sWp07ufVf4A7NOndUervivrG9uLa6VzP5FSAuz0l2dIr0yTGpOCFBAAAAAAAAAAAEScpq40/WXzDVrVOEmS9K/tV2tK5udKiWk1nAwADt/qxglaUnEqK2TCqPTYxi+/djQeYM/g+u/P9q+bnPG5fjbm7j7LEW0mZ3xBITPIdrYN1QNbr9Mzu7+jUwuWaFbeO0qytyve3qnzil/RqflLNL/8TN298Rb9cPhDmpL5henIAIAgoJAJAACigtPpVWu7p3tst1mUke4wmCg0hiVvl83ikdcfnm/jEmwUMhG+PD6bqjrzVNFRoHJnoco7ClXvylR6bKNy46qVE1ujnLga5cZVKyO2QVaLv3tuvStDj+74vj5vOKp7G4VMIDCLyuf2GFt80nGbpRM2SFb/fibtg1/SR6OkZUdIPmtwMwIIb11tjfJ7v7zhwB6fLJsj3mAiAAAAAMHi83rkbmvosc2Rki2LxWIoEQAAiBQuX1yPz/Akiyqd+RQygTDT1u5Rh9PbPY6LtSolOcZgosiwpOJUrWmaoCQ7f6bBnK+ukJnhaDjAnn1jePI20xEi2hGp6+WwutTlizUdJerUd2Xpmd2X6OWS83RC7ns6reAN5cdXKSmmXRcPek6nFbyhBeVnyOmN1/E5H5qOCwA4TOF5Jz8AAECAXphXpqtvWdk9njI+XR8tmGkuUIjE2ro0OGmXtrcONx1ln+LtAS5vBoRAmydxb+myo1AVzgJVOPd+XdOZI59svTqG3eJWdlytcuJqlB7TqE/qp6nT27PwQSET6L2tLcO1ve3Ln12JTulbn0lDqgM7Tmuc9NrR0q7cIAcEEBE+vvtcNWxZ3j2ecNWDGnzSVQYTAQAAAAiW9qrteuuW8T22nfN0h2Tp3fU8AACAr6pwFmhkylbTMQB8xZ33bdJ9D23vHl92frEevm+ywUThr7krReubj1CstVMpMS1q8ySbjoR+6qurYvblCpn7Myx5+8F3wn45bG4dmbZOXzRMMR0larl8cXqz8lQtrTxFkzJW6vTChRqTuklpjmZdOvhp7WkvVnVnjnLjakxHBQAcBgqZAAAAEWZUyuawLWSyQib6is9vUZ0rq0fpsqJj77+b3WmHfXyPP0aVzgJVOgv2u0+nj0Im0FurGyd0fz24WvrWp1JSZ2DH2JG7t4zZzv96AAAAAAAAAADgACo78nuMO72x+rhuuo7KWKGkmHZDqQAgMKmOFv3vhF/ps7qp+qDmeNNx0E9Z5FOqo7l7bL6Q6VdRQpnhDJFvUsZKCpl9wC+rvmiYoi8apmhQ4i7NLVykY7KWKye2Rrev/Z0GJe7WtKxPND59jWKsHtNxAQABopAJAAAQYYoTSkxH2K8EO4VMhFaHJ14Pbr1Ga5vGye1zGMsRY+lSlqPO2PmBSDM962O9uudcnbDRouM3SpYA5vos0rtHSB+NUmATAQAAAAAAAABAv1Txfw9d9fkteq/6BL1ReZquH3k/ZUwAEWdgYokGJpZoadUppqOgn0qJaZHN4usemy9kWvT/1v6Pfjj8IY1J3WQ4S+SanPGFHpZPfllNR+k3drcP1t+3XqNnd1+s2fl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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "m = Basemap(llcrnrlon=-100.,llcrnrlat=20.,urcrnrlon=20.,urcrnrlat=60.,\\\n", + " rsphere=(6378137.00,6356752.3142),\\\n", + " resolution='l',projection='merc',\\\n", + " lat_0=40.,lon_0=-20.,lat_ts=20.)\n", + "\n", + "# nylat, nylon are lat/lon of New York\n", + "nylat = 40.78\n", + "nylon = -73.98\n", + "lonlat = 51.53\n", + "lonlon = 0.08\n", + "\n", + "# draw great circle route between NY and London\n", + "m.drawgreatcircle(nylon,nylat,lonlon,lonlat,linewidth=2,color=colors[1])\n", + "m.drawmapboundary(fill_color=colors[0])\n", + "m.fillcontinents(color=colors[4],lake_color=colors[0])\n", + "# draw parallels\n", + "m.drawparallels(np.arange(10,90,20),labels=[1,1,0,1])\n", + "# draw meridians\n", + "m.drawmeridians(np.arange(-180,180,30),labels=[1,1,0,1])\n", + "plt.gca().set_title('Great Circle from New York to London')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Or even plot it on the globe" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "m = Basemap(projection='ortho', lat_0=0, lon_0=0)\n", + "\n", + "m.drawmapboundary(fill_color=colors[1])\n", + "m.drawmapboundary(fill_color=colors[0])\n", + "m.fillcontinents(color=colors[4],lake_color=colors[0])\n", + "\n", + "x, y = m(0, 0)\n", + "\n", + "m.plot(x, y, marker='D',color=colors[5])\n", + "plt.gcf().set_size_inches(11, 11)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "including the great circles" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "m = Basemap(projection='ortho', lat_0=nylat, lon_0=nylon)\n", + "\n", + "m.drawmapboundary(fill_color=colors[0])\n", + "m.fillcontinents(color=colors[4],lake_color=colors[0])\n", + "\n", + "x, y = m(0, 0)\n", + "\n", + "m.plot(x, y, marker='D',color=colors[5])\n", + "m.drawgreatcircle(nylon,nylat,lonlon,lonlat,linewidth=2,color=colors[1])\n", + "plt.gcf().set_size_inches(11, 11)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + " \"Data \n", + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Part III - Seaborn.ipynb b/4. Seaborn.ipynb similarity index 95% rename from Part III - Seaborn.ipynb rename to 4. Seaborn.ipynb index 6c12504..70b2952 100644 --- a/Part III - Seaborn.ipynb +++ b/4. Seaborn.ipynb @@ -39,35 +39,36 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Wed Sep 25 2019 \n", + "matplotlib 3.1.0\n", + "pandas 0.24.2\n", + "watermark 1.8.1\n", + "seaborn 0.9.0\n", + "numpy 1.16.2\n", + "Sat Nov 23 2019 \n", "\n", "CPython 3.7.3\n", "IPython 6.2.1\n", "\n", - "numpy 1.16.2\n", - "matplotlib 3.1.0\n", - "pandas 0.24.2\n", - "seaborn 0.9.0\n", - "\n", "compiler : Clang 4.0.1 (tags/RELEASE_401/final)\n", "system : Darwin\n", - "release : 18.7.0\n", + "release : 19.0.0\n", "machine : x86_64\n", "processor : i386\n", "CPU cores : 8\n", - "interpreter: 64bit\n" + "interpreter: 64bit\n", + "Git hash : 17b4024f04091f8fdc1ee8a8e6705838976550c3\n" ] } ], "source": [ - "%watermark -n -v -m -p numpy,matplotlib,pandas,seaborn" + "%watermark -n -v -m -g -iv" ] }, { @@ -313,7 +314,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -401,7 +402,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -442,7 +443,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -484,7 +485,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 13, @@ -528,7 +529,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -571,7 +572,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -580,7 +581,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -603,7 +604,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 16, @@ -636,7 +637,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -668,7 +669,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -754,7 +755,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 20, @@ -833,14 +834,14 @@ { "data": { "text/plain": [ - "array([[,\n", - " ],\n", - " [,\n", - " ],\n", - " [,\n", - " ],\n", - " [,\n", - " ]],\n", + "array([[,\n", + " ],\n", + " [,\n", + " ],\n", + " [,\n", + " ],\n", + " [,\n", + " ]],\n", " dtype=object)" ] }, @@ -1080,15 +1081,15 @@ { "data": { "text/plain": [ - "array([[,\n", - " ,\n", - " ],\n", - " [,\n", - " ,\n", - " ],\n", - " [,\n", - " ,\n", - " ]],\n", + "array([[,\n", + " ,\n", + " ],\n", + " [,\n", + " ,\n", + " ],\n", + " [,\n", + " ,\n", + " ]],\n", " dtype=object)" ] }, diff --git a/Part II - Mapping.ipynb b/Part II - Mapping.ipynb deleted file mode 100644 index d2b71a3..0000000 --- a/Part II - Mapping.ipynb +++ /dev/null @@ -1,1121 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "
\"Data
\n", - "
\n", - "

Data Visualization

\n", - "

Mapping

\n", - "

Bruno Gonçalves
\n", - " www.data4sci.com
\n", - " @bgoncalves, @data4sci

\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "from mpl_toolkits.basemap import Basemap\n", - "\n", - "plt.rcParams[\"figure.figsize\"] = (11,8)\n", - "\n", - "import warnings\n", - "warnings.filterwarnings(\"ignore\")\n", - "\n", - "import numpy as np\n", - "import pandas as pd\n", - "import json\n", - "\n", - "import watermark\n", - "\n", - "%load_ext watermark\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Wed Sep 25 2019 \n", - "\n", - "CPython 3.7.3\n", - "IPython 6.2.1\n", - "\n", - "numpy 1.16.2\n", - "matplotlib 3.1.0\n", - "pandas 0.24.2\n", - "\n", - "compiler : Clang 4.0.1 (tags/RELEASE_401/final)\n", - "system : Darwin\n", - "release : 18.7.0\n", - "machine : x86_64\n", - "processor : i386\n", - "CPU cores : 8\n", - "interpreter: 64bit\n" - ] - } - ], - "source": [ - "%watermark -n -v -m -p numpy,matplotlib,pandas" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Manhattan" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We are going to use some geographical boundary information for the borough of Manhattan. For simplicity I've extracted the necessary data from the official shapefiles https://data.cityofnewyork.us/City-Government/Borough-Boundaries/tqmj-j8zm. In this format the data can be easily loaded:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "manhattan = json.loads(open(\"data/Manhattan.json\", \"rt\").readline())\n", - "\n", - "points = np.array(manhattan[\"points\"])\n", - "parts = manhattan[\"parts\"]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The data (similarly to shapefiles) is composed of a list of 2D points:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[-74.01092841, 40.68449147],\n", - " [-74.0119326 , 40.68388775],\n", - " [-74.01217597, 40.68409519],\n", - " ...,\n", - " [-73.90682823, 40.87663155],\n", - " [-73.90682004, 40.87658553],\n", - " [-73.906651 , 40.8757525 ]])" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "points" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "And indicators of which points belong to which line." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[0,\n", - " 12,\n", - " 17,\n", - " 22,\n", - " 27,\n", - " 75,\n", - " 81,\n", - " 362,\n", - " 369,\n", - " 377,\n", - " 388,\n", - " 393,\n", - " 399,\n", - " 429,\n", - " 440,\n", - " 447,\n", - " 455,\n", - " 463,\n", - " 474,\n", - " 483,\n", - " 488,\n", - " 493,\n", - " 501,\n", - " 534,\n", - " 542,\n", - " 560,\n", - " 728,\n", - " 758,\n", - " 1004,\n", - " 6091,\n", - " 6104,\n", - " 6332,\n", - " 6332,\n", - " 6332]" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parts" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This means that the first line is made up of points in position $[0:12)$, the second line of the points $[12:17)$, etc. We can now use this data to easily get a quick map of Manhattan. I've purposefully let matplotlib set the color for each individual line so that we can easily see the different parts of the figure" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for i in range(len(parts)-1):\n", - "\tplt.plot(points.T[0][parts[i]:parts[i+1]], points.T[1][parts[i]:parts[i+1]])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's add some points stored in a csv file of x, y coordinates" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "tweets = pd.read_csv('data/tweets.csv')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "These are coordinates of real people tweeting with GPS locations enabled on a specific day:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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XY
0-73.99701740.762337
1-73.96854240.780709
2-73.98596240.760342
3-73.95261040.810797
4-73.96854240.780709
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" - ], - "text/plain": [ - " X Y\n", - "0 -73.997017 40.762337\n", - "1 -73.968542 40.780709\n", - "2 -73.985962 40.760342\n", - "3 -73.952610 40.810797\n", - "4 -73.968542 40.780709" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "tweets.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can now easily plot these points along side the geographical boundaries" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for i in range(len(parts)-1):\n", - "\tplt.plot(points.T[0][parts[i]:parts[i+1]], points.T[1][parts[i]:parts[i+1]], 'b-')\n", - "\n", - "plt.plot(tweets['X'], tweets['Y'], 'r+')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Population matrix" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Another common format for data is what is known as \"raster\" file. These are essentially matricies of numbers along with some metadata. Let's take a look at the US population in 2015 according to Columbia's Gridded Population of the World project https://sedac.ciesin.columbia.edu/data/collection/gpw-v4" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "data = np.loadtxt('data/US_pop.mat')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As you can see this is just a matrix of numbers. nan's are used to denote missing data" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(119, 246)" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([ nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, 1.43647803e+03,\n", - " 9.37134521e+02, 7.71265198e+02, 7.78246277e+02, 7.79848511e+02,\n", - " 3.08748901e+03, 2.14585605e+04, 4.40342695e+04, 3.14356094e+04,\n", - " 4.37279590e+03, 1.89785803e+03, 6.52430420e+03, 1.37475195e+03,\n", - " 1.79528894e+03, 1.61386096e+03, 1.17168201e+03, 1.01398602e+03,\n", - " 9.70716187e+02, 2.07381699e+02, 1.24349003e+01, 6.72574186e+00,\n", - " 2.57071710e+00, 1.25912104e+01, 1.28034401e+01, 1.30428400e+01,\n", - " 2.85179405e+01, 2.97565594e+01, 2.97565594e+01, 5.72180710e+01,\n", - " 1.06223701e+02, 1.02709297e+02, 9.62921829e+01, 1.12264000e+02,\n", - " 1.12264000e+02, 1.12264000e+02, 1.12264000e+02, 1.12264000e+02,\n", - " 1.12264000e+02, 1.18276497e+02, 1.45015793e+02, 1.45103897e+02,\n", - " 1.45133194e+02, 1.45294296e+02, 1.45463104e+02, 1.90916702e+02,\n", - " 8.43897827e+02, 1.00977802e+03, 4.41513281e+03, 9.14543848e+03,\n", - " 1.36074402e+03, 7.45136902e+02, 7.74097778e+02, 8.62767822e+02,\n", - " 6.34001770e+02, 8.30754395e+02, 6.08490479e+02, 4.39792908e+02,\n", - " 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6.04485107e+03,\n", - " 3.85149902e+03, 3.78636499e+03, 6.90888203e+04, 6.53258105e+03,\n", - " 7.02218701e+03, 5.04773291e+03, 4.28066504e+03, 1.19802900e+04,\n", - " 2.85745801e+03, 7.19463916e+03, 2.34612402e+03, 2.26935498e+03,\n", - " 6.63168896e+03, 2.37854492e+03, 2.97682690e+03, 7.64948584e+03,\n", - " 5.67887383e+04, 5.56039893e+03, 6.21884717e+03, 4.89207617e+03,\n", - " 6.74167480e+03, 6.61877490e+03, 1.24857305e+04, 1.32708203e+05,\n", - " 9.47724023e+03, 1.60190303e+04, 9.59116406e+04, 8.09331494e+03,\n", - " 1.54635000e+04, 7.84067188e+03, 3.60681104e+03, 8.56512305e+03,\n", - " 8.26622070e+03, 8.34342090e+03, 1.07707900e+04, 1.57107002e+04,\n", - " 1.78437000e+05, 6.01533500e+05, 1.36097297e+05, 2.29786699e+04,\n", - " 3.51382109e+04, 1.83490098e+04, 6.06727500e+04, 2.19695703e+04,\n", - " 1.04972203e+05, 2.90639500e+05, 1.23005297e+05, 1.96771406e+04,\n", - " 2.58040996e+04, 2.63381500e+05, 3.37593094e+05, 5.64150703e+04,\n", - " 2.33018809e+04, 5.06229805e+04, 2.29139609e+04, 1.80482207e+04,\n", - " 9.15157715e+03, 1.22887402e+04, 1.84361699e+04, 2.68675898e+04,\n", - " 7.19695703e+03, 2.63294492e+04, 4.57737188e+04, 5.15447109e+04,\n", - " 9.12258203e+03, 1.87601191e+04, 9.36813379e+03, 8.21717773e+03,\n", - " 7.92575293e+03, 8.11546777e+03, 2.22693008e+04, 7.68177891e+04,\n", - " 2.57412500e+04, 5.63757891e+04, 1.09402000e+05, 1.57074406e+05,\n", - " 4.42360000e+04, 4.71499297e+04, 8.63114531e+04, 2.57440094e+05,\n", - " 5.91653312e+05, 1.22858300e+06, 3.17658594e+05, 5.41773203e+04,\n", - " 6.45773906e+04, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan, nan, nan,\n", - " nan, nan])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data[50,:]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can get a quick and dirty plot using imshow" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0.4878464937210083" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data[data>0].min()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1)\n", - "ax.imshow(np.log(data+1))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In addition to this data, we also need the coordinates of the lower left hand corner and the cell size" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "xllcorner = -126.5\n", - "yllcorner = 22.75\n", - "cellsize = 0.25" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Using this metadata we can now convert between raw lat/lon and matrix coordinates" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "def map_points(xllcorner, yllcorner, cellsize, nrows, x, y):\n", - " x = int((x-xllcorner)/cellsize)\n", - " y = (nrows-1)-int((y-yllcorner)/cellsize)\n", - "\n", - " return x, y" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Which is useful when we want to add point or lines to the plot" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1)\n", - "ax.imshow(np.log(data+1))\n", - "\n", - "x1, y1 = map_points(xllcorner, yllcorner, cellsize, data.shape[0], -86.523435, 39.163355, )\n", - "x2, y2 = map_points(xllcorner, yllcorner, cellsize, data.shape[0], -84.404820, 33.761926, )\n", - "\n", - "ax.plot([x1, x2], [y1, y2], 'r-')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Add all the state boundaries https://www.usgs.gov/products/data-and-tools/gis-data in the same slightly massaged format as the Manhattan data above" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1)\n", - "ax.imshow(np.log(data+1))\n", - "\n", - "shapes = json.loads(open(\"data/48states.json\", \"rt\").readline())\n", - "\n", - "pos = None\n", - "count = 0\n", - "\n", - "for shape in shapes:\n", - " points = np.array(shape[\"points\"])\n", - " parts = shape[\"parts\"]\n", - "\n", - " for i in range(len(parts)-1):\n", - " positions = []\n", - "\n", - " for j in range(parts[i+1]-parts[i]):\n", - " x_orig = points.T[0][parts[i]+j]\n", - " y_orig = points.T[1][parts[i]+j]\n", - " x, y = map_points(xllcorner, yllcorner, cellsize, data.shape[0], x_orig, y_orig)\n", - " positions.append([x, y])\n", - " \n", - " positions = np.array(positions)\n", - "\n", - " ax.plot(positions.T[0], positions.T[1], 'r-')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Data aggregation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The main advantage of being able to easily disply matricies of data is that you can aggregate geographical data into a matrix to plotting." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Define the constants needed to convert between matrix coordinates to lat/lon" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "xllcorner = -74.0477296269704\n", - "yllcorner = 40.68291694544512\n", - "xurcorner = -73.9066509953948\n", - "yurcorner = 40.87903804730722\n", - "cellsize = 0.001" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Build a matrix that counts how many tweets occurred in each cell of Manhattan" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "ncols = int((xurcorner-xllcorner)/cellsize)\n", - "nrows = int((yurcorner-yllcorner)/cellsize)\n", - "\n", - "data = np.zeros((nrows, ncols), dtype='int')\n", - "\n", - "for tweet_id in range(tweets.shape[0]):\n", - " try:\n", - " coordinates = tweets.iloc[tweet_id]\n", - " \n", - " coord_x, coord_y = map_points(xllcorner, yllcorner, cellsize, nrows, coordinates[0], coordinates[1])\n", - " data[coord_y, coord_x] += 1\n", - " except:\n", - " pass" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the resulting matrix. It should be noted that in practice there is no difference between this matrix and the population matrix we used above" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.imshow(np.log10(data+1))\n", - "plt.colorbar()\n", - "plt.gcf().set_size_inches(11, 8)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Naturally we can also add the boundary information. Reload the data" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "manhattan = json.loads(open(\"data/Manhattan.json\", \"rt\").readline())\n", - "\n", - "points = np.array(manhattan[\"points\"])\n", - "parts = manhattan[\"parts\"]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Generate the joint plot. Here we use the **extent** parameter to redifine the x,y axis coordinates to be lat and lon. " - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(-74.0477296269704, -73.9066509953948, 40.68291694544512, 40.87903804730722)" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.imshow(np.log10(data+1), extent=(xllcorner, xurcorner, yllcorner, yurcorner))\n", - "\n", - "for i in range(len(parts)-1):\n", - "\tplt.plot(points.T[0][parts[i]:parts[i+1]], points.T[1][parts[i]:parts[i+1]], 'r-')\n", - "\n", - "plt.colorbar()\n", - "plt.gcf().set_size_inches(11, 8)\n", - "plt.axis('off')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Basemap" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Basemap** is a **matplotlib** add on package that is built specifically to easily handle the mapping of geographical information. Plotting a minimalistic map of the world takes just a couple of lines." - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - " map = Basemap()\n", - " map.drawcoastlines()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also use different projections and select only part of the map" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "map = Basemap(llcrnrlon=-10.5,llcrnrlat=35,urcrnrlon=4.,urcrnrlat=44.,\n", - " resolution='i', projection='tmerc', lat_0 = 39.5, lon_0 = -3.25)\n", - "\n", - "map.drawmapboundary(fill_color='cyan')\n", - "map.fillcontinents(color='green',lake_color='aqua')\n", - "map.drawcoastlines()\n", - "plt.gcf().set_size_inches(11, 8)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "And draw great circles connecting points on the map. This and other examples can be found in the official Basemap documentation https://matplotlib.org/basemap/users/examples.html" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig=plt.figure()\n", - "ax=fig.add_axes([0.1,0.1,0.8,0.8])\n", - "# setup mercator map projection.\n", - "m = Basemap(llcrnrlon=-100.,llcrnrlat=20.,urcrnrlon=20.,urcrnrlat=60.,\\\n", - " rsphere=(6378137.00,6356752.3142),\\\n", - " resolution='l',projection='merc',\\\n", - " lat_0=40.,lon_0=-20.,lat_ts=20.)\n", - "# nylat, nylon are lat/lon of New York\n", - "nylat = 40.78; nylon = -73.98\n", - "# lonlat, lonlon are lat/lon of London.\n", - "lonlat = 51.53; lonlon = 0.08\n", - "# draw great circle route between NY and London\n", - "m.drawgreatcircle(nylon,nylat,lonlon,lonlat,linewidth=2,color='b')\n", - "m.drawcoastlines()\n", - "m.fillcontinents()\n", - "ax.set_title('Great Circle from New York to London');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Easily add paralles and meridians" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "m = Basemap(llcrnrlon=-100.,llcrnrlat=20.,urcrnrlon=20.,urcrnrlat=60.,\\\n", - " rsphere=(6378137.00,6356752.3142),\\\n", - " resolution='l',projection='merc',\\\n", - " lat_0=40.,lon_0=-20.,lat_ts=20.)\n", - "\n", - "# nylat, nylon are lat/lon of New York\n", - "nylat = 40.78\n", - "nylon = -73.98\n", - "lonlat = 51.53\n", - "lonlon = 0.08\n", - "\n", - "# draw great circle route between NY and London\n", - "m.drawgreatcircle(nylon,nylat,lonlon,lonlat,linewidth=2,color='b')\n", - "m.drawcoastlines()\n", - "m.fillcontinents()\n", - "# draw parallels\n", - "m.drawparallels(np.arange(10,90,20),labels=[1,1,0,1])\n", - "# draw meridians\n", - "m.drawmeridians(np.arange(-180,180,30),labels=[1,1,0,1])\n", - "plt.gca().set_title('Great Circle from New York to London')\n", - "plt.gcf().set_size_inches(11, 8)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Or even plot it on the globe" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "m = Basemap(projection='ortho', lat_0=0, lon_0=0)\n", - "\n", - "m.drawmapboundary(fill_color='blue')\n", - "m.fillcontinents(color='green',lake_color='blue')\n", - "m.drawcoastlines()\n", - "\n", - "x, y = m(0, 0)\n", - "\n", - "m.plot(x, y, marker='D',color='red')\n", - "plt.gcf().set_size_inches(11, 11)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "including the great circles" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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amqaBEAKHw5Hq0F1iMpMo6c+bUgpVVdG4cWOUK1cOwP3vY7FixVCsWDE0bNjQc+zt27cRHR2NqlWrJtvbVJIkPPHEE57///LLLwCAatWqoXLlyhBFETzPIzo6GhzHYe/evRmeK8dxHObPn4+IiAgAmZvnl1fFxcUJAIoGBwd/5Xa7pxJCBgPYwoYymUDFKmRMQCKEFFEUZaZhGK8CEObPn49nn33Wp495+fJlTJ06FXv27EHNmjVx8uTJPLtKLamjR4/6O4SHOn78OD7++GNERUV5VhM6HA7Isgyr1Zrm/TiOQ9GiRSFJEi5duoQ+ffrghRdeQJkyZbB9+3acP38eFy5cwPbt2wEAX3zxBSwWCwgh4HkehBBwHOf5U6RIEa9WEL///nucOnUKb731Fvbu3Yvly5cjKioKpmmCUpqp1x7HcaCUYtSoUejRoweqVq2apyfzZ4XFYjEAHLdarQMppXv8HQ/D/BdLyJiAQggJlmV5NKX0LUqpOnfu3GTVB1/Zt28fevfu7fPHCRSCIMDlcmHbtm0oVqyYv8PJkLNnz+LUqVMoV64cypUrB0VRMGXKFOzevRu3bt1Kcbwsy1i+fDkef/xxP0SbOevWrcPUqVOzVIVVFAWmaaJevXoYPHgwKleujGeeeQYJCQk+iDR3e7Cy1eB5fqfVah1GKU25XQfD+AlLyJiAQAiReZ7vL4rilAYNGgjDhg3TypQpkyOPvXbtWk9j1/wg6fDrN998g8qVK/s5ouxZt24dZs6cCbfb7alqJQ7H1qpVy9/hZdj69esxe/bsZE1zBUHwNIctUaIEeJ7HzZs3oes6eJ5HWFgYunfvjlatWqFAgQKec1FKMWXKFHz//ff5osqbWRzHQRAEXRCEDTabbRSl9JK/Y2IYlpAxfkUI4QF0U1X1g6pVq1pGjx5tyakEwe12Y8aMGdi4cWO+uGhZLBaYponGjRujbdu2qFWrFgQh7WmkdrsdBw4cgM1mQ926dRESEpKD0WaOw+HAjh07cOHCBbz44otISEjAvn37wHEcXn31VX+Hl2E2mw3Lly/HmjVrULZsWdSrVw9PPvkkqlSpkmxbr/j4eMTExKB06dLJ5qklZZomhg8fjj/++CPffNjILEmSQCl1PtiSaTKl9La/Y2LyL5aQMX5B7l9FXrRYLPNKly5ddOzYsUE5Wc1ISEhA//79cfjwYfA8D0mSAr7re3Y0b94c7dq1Q506dTwtLdISHx+PVatW4auvvoKu65AkCbquo3z58pg5cyYqVqyYQ1Fn3K5du7B+/XqcPHkSN2/ehKIosFqtePrpp7F06VJ/h+c3hmGgd+/eOHHiRLKtlAJ5D1B/UFWVulwuB6X0fZfLNYdSysZ7mRzHVlkyOY4QUsVisSwNDQ2tMmbMGEujRo3S/JTvC7Gxsahfvz4A4JlnnsH48ePRt2/fXJ2QJZ3ALYqip8norFmz0KRJkwz1Art79y6+/PJLrFmzBqZpeqoqiee6fPkyrl27FpAJ2cmTJ7Fjxw7P98DhcODRRx/F2LFjYbfbs71naW4liiI+++wzdOvWDZcvX4ZhGFAUBT179sTmzZtx/fr1ZA1p8yu73U4AqCEhIRMcDscIQsggAKvYikwmJ7EKGZNjCCEhqqpOI4T0GTp0qNylSxfuYUNmvhIfH4+lS5eiQYMGqFatGjiOw9atW/HOO+/kmqRMlmW4XC4EBwfDNE0kJCRAlmVQStGkSROMHTs22Zyi9CxcuBCffvppiq8LggBJkjwrG7/77jvk1Ny+zKCUYsSIEfjll188Sdnbb7+NWbNmeVpWlChRAk2bNsUbb7zhtf1Mc4uYmBj88MMPOHnyJJ566im0a9cOpmmiadOmqS6IyO8URXFzHHfUZrP1pJQe8Xc8TP7AEjLG5x4MT3ZVFGVBkyZNlFGjRqlhYWFZPt+lS5ewe/dubN26FWfOnEl8DBBCoGka2rVrh/bt26NIkSIZPielFM2aNcONGzeyHJcvJW6lQylFzZo10aRJE9StWxdlypTB1q1bYbVaUaNGDYSHh4PjuEyff+zYsfjhhx9Sve2TTz5BgQIF4HQ6UatWrRytZmaGYRj4559/0L59eyxatAgbN27E5s2bkx2jKAoee+wxzJs3L1MJa151/PhxrF+/Hlu3boVhGHA6nXl6e6XM0DQNhmHoPM8vdTgc4yilMf6OicnbWELG+BQh5AmLxfJlkSJFHps6daqlRo0amT6H1WrFX3/9hV9//RU7d+709J5Ka6KyKIqglOL333/PcN+oLVu24N133/XZ5Ofs9ITiOA6FChXCggUL8Nhjj2Up4UpP9+7dceLEvx0AVFVF7dq1UblyZbz88su5Mnlp06YNzp8/n+LrhBCULVsWmzZtyvHkUtd17NixA0WLFvVswZRTHA4HTNNMtjggEaUUx44dw7x583D48OFcUyn2laRz7IKDg+FwOOINwxgCYAXr+M/4CkvIGJ8ghISqqjqdENJr+PDhcufOnbmMDhOZpolTp07ht99+w7Zt23D27FlIkvTQJqBJKYqCoUOHokePHhk6/siRI+jTp49PJzkn9v3KSmIWGhqK1atXo3Tp0j6K7n6lxO12o1y5cggNDfXZ4+SkU6dOYcyYMTh37hwAICwsDFWrVkXt2rXx9NNP49FHH82xWAzDwIoVK/DFF1/A5XKBEALDMPDEE0+gUaNGqFu3LipVquSTZDvRoEGDcPToUSxatAiPPfZYqseYponFixfjiy++gGmayRYC5DeJP4vE39cCBQqYTqfzhN1u70Ep9c72EQyTBEvIGK8i970iy/L8Zs2aKSNHjlQKFSqU7v3u3r2LP/74A9u3b8eePXtAKYVhGJmecCyKIlq0aIHp06dn6Phr166hQ4cOiI+Pz9Tj5BSLxYKVK1eiQoUK/g4l17p48SJCQ0P9WuWLjo5G//79ER0dDVEUIQgCHA4HXC6XZ54epRQ1atRAo0aNUKdOHZQvX95rFbzdu3dj+PDhcDgcUBQFkyZNQsuWLVM99vjx4+jWrRv69OmD69evY8uWLfl6X0xBEEApRZUqVXDmzBmYpmkA+MrpdI5mw5iMN7GEjPEaQki1oKCgL4sUKVJ56tSplurVqz/0eKvVisWLF2Pbtm24du0aRFGEzWbLdhyapuF///sfSpYsmeK2nTt3IjIyEkWKFEHHjh3x9ttv48qVKwG3xYyqqihatCjmzJmT6xu3Mv9yu924du0aLly4gAsXLuDgwYP47bffYBiG5zWoKIpnTmRwcDBUVYWmaQgKCkJoaCgGDx6M6OhohISE4MyZM3j00UdRtWpVJCQkgBCSYpg+Pj4erVu3xu3b/7bYUhQFHTt2xMiRI1MscLh27RqaN2/u+29GLqOqKlRVRVxcHACAEJJgGMZQAMvYMCbjDSwhY7KNEBKsquosQkjPESNGyB07dszQ8OS1a9fw/PPPe33Tbo7jULFiRaxevdrT+PSXX37BmDFj4Ha7YRgGOI6DLMtwu90BNSzD8zxEUcSgQYPQvXv3hzZuZfKGCxcu4L333sORI0fSHTZPWjFL+ntTqVIlnD59GsD9OU9ly5ZFREQETp48iYsXL4LjuGTzI3meh9vtxrfffptqGxNKKfbv34+1a9fixx9/zO5TzFNUVfXMsdM0zQ3gpM1m604pPezfyJjcjiVkTLYQQpqoqvp148aNg8aMGaMWLFgwU/fv0aMHjh07Bp7noeu615IzRVHQtWtXjBgxAgBw9epVtGzZMqCGXmRZ9ixAcDgckCQJTz31FCZOnIjixYv7Ozwmh+3ZswcrVqzAsWPHPG1M7HZ7ilWPkiRBEIQ0q8npzVMkhOCxxx7DjBkzEBERkW5cLpcLrVu3xuXLl9mG5WkQRVEnhMzSdX0KpZQ1dmOyhCVkTJYQQoI1TftYkqQu06dP15599tksnefUqVOYMGECzpw54/UGlbIs48svv0TVqlUBAO3bt/e0yfAHnudRqlQplC5dGuXLl0e5cuVQqlQplChRAiVLlszwilAm77t37x6OHz+OI0eOYN++fTh58qRnUUhERAT69euHPXv24JdffsGtW7cgyzKcTifKli2L2NhYT6Ut6Z6Ysix7FsbwPI9+/fph0KBBGY7p3LlzmDFjBg4fPsy6/KciODjYdLlcF+x2ewdWLWOygiVkTKYlVsWaNGkSNG7cODU7exxu3LgR77zzjqeHmGEYGRpCFATBs1ItLaqqYvHixahRowauXbuGrl274s6dO1mONbsEQcCPP/6IYsWK+S0GJneilOLGjRs4ffo0atWqlax1hcvlwqlTp7Bv3z4UK1YML7zwAq5cuYIrV66AEIK33noLS5YsweXLl7F371788ccfEAQBs2fPztL8xKioKEybNg2XL1/O9+0x/osQAlEUdQCsWsZkGkvImAzzVlUsqb///ht3795FtWrV0KNHD5w9ezbd+yQ296xduzY2btyImJgYuFyuFMORxYsXx8qVK8HzPKZPn45t27YhLCwM9+7dg2maXp+79jCyLCM8PBzLli1jlTAm16OU4pdffsHs2bOhaRouX77MqmZJBAUFmW63m1XLmExhCRmTIYSQxg+qYsHZrYql5ueff8aIESNgsVhgGIYnuTJN07MPo2manqGWfv36efoEnT17Ft9//z2+/PJLz/wWQghkWQZw/+KR2Eajfv362LdvX45ePBRFQe3atTF37lxPTAyTl6xZswZLly6F1WqFzWYDz/P5PkFLUi17X9f1qaxaxqSHLeFiHiqxKlagQAGvVcVSExQUhL59+6J69eooVKgQXn/9dVitVpQrVw7t2rVDixYtcOLECRQtWhT/bacRExODc+fOQZIkz0UgcaJ8UjzP+yUZa9euHcaOHevTpp8M4y8nT57E8uXLYZomJk2ahCZNmmDRokX44osv8nVSRimFrutSUFDQeJ7nuxFCWLWMeShWIWPS5OuqWFouXLiAHTt2oGnTpuluZG2aJmrXru2zLY+yQ5ZlDBs2LMM7BjBMbhQVFYX+/fvDbrdDVVVUqlQJQ4YMwahRo3Dv3j1/hxcQWLWMyQiWkDEpEEKCNE2b5825Yr5gtVrxzz//YNasWThy5EhAtbRQFAUjRoxA165d/R0Kw/iU1WpF/fr1Pb9/ib3SCCH5ukVGai1CkqzEbE8pPeKn0JgAxYYsmWQIIdU1TdvUsGHDIuPHj1dyqiqWFR07dkR0dDQkSQqYN35JkiBJEux2e44uGmAYf7FYLChYsCDu3r2LkJAQzwIbt9vt+cNxnOcPgIBqxuwrpmkm26QcAOLj4zmO4x6RJOkvQRBGut3uTyh7o2AeYBUyBsD9PSgFQRggiuLsd999V23VqpV3NtHzIafTibZt2yI6OtrfoXj2I+zXrx9q1KiBChUq+HXvRIbJSR988AHKli2Lzp07p7gtcUGNruu4dOkSXn311YCcYuBtsizj5ZdfxrJly1K9PSgoyGWa5s82m60b2xOTAViFjAFACClgsVhWFilSpOH8+fO18PBwf4eUIfv370+2P5+/KIqCZ555Bo0bN8bFixdx+/ZtlC1b1t9hMUyOGTlyZJq3EUI8leMLFy7kYFT+5XQ6sXr1agwdOhTh4eF4++23k1XLEhISBFVVX5Bl+Qwh5CVK6Z9+DJcJAKxCls8RQmqrqvrdSy+9FDpmzBglt7RlMAwDL7zwAm7cuOHXOERRRFhYGGJiYsDzvGc7m1q1amHp0qV+jY1hAoHNZsPy5ctx6NAhdOzYEZs3b8auXbu8ulVaIFNVFU8//TS6dOmCUaNGpbrllSiKBqX0XZfLNZttVJ5/sYQsnyKEcKIojhRFcdK0adPUpk2b+jukDKGUYufOnZg9ezZu3rwZcMvqFUVBlSpVMG/ePATy/DuG8TXDMPDNN99g/vz5MAwDDocDiqIgIiICL730ErZv347jx48H3O+wL0iShCJFiuCtt97CtGnTYLVaPc9bFEUYhgGLxWKapvmb3W7vSCn1f+mfyXEsIcuHCCGFLRbL2lKlStWeN2+epVSpUv4OKV2JncHnzJmD27dvB+SWLYqioGPHjhg5ciR4nvd3OAzjV++//z6++eabVBMuVVVRunRpNGjQAPv378fff/8Np9MJSikIIZ4VitUap0MAACAASURBVHnp+sRxHBRFweTJkxEVFYWvv/46xTGKosDtdt8zDKMdpXSnH8Jk/IglZPkMIeQ5RVG+7dy5c/Dw4cMlURT9HVKGnDlzBu3btwdw/9NmoK3SUlUVI0eOTHVSM8PkN4Zh4Nlnn/VsZp4WVVVRqlQpTJgwAZ9//jlsNhuqV6+ORx55BBMmTAioVjbeoigK2rdvjxYtWmDGjBk4d+5civczSZIMADN1XZ9MKXX7J1Imp7GELJ8ghPCyLL8riuLoWbNmqYHaWyw98fHxaNmyZcA1nCxatCh+/vln1o2fYQBs27YN77zzTroJGXA/QdmwYQP+W6n/v//7P8TFxfkqRL9SFAWKomDcuHH45JNPcOnSpdSOMQkhB+x2extK6TU/hMnkMHb1yAcIIUUsFstvFStWHLlhw4Zcm4wBQHBwMD744IOA2hNSVVX07t2bJWMM88DKlSszlIwBSHPfy7yajAGAw+FATEwMJk2ahFKlSmHkyJFYu3YtNm/ejKioKLRu3RoOh4NzOp1PC4JwlhDSxN8xM77HriB5HCGkuqqqxzp16vTUihUrLMWKFfN3SNlWu3ZttG3bNiCSMk3T0L17d7Rt29bfoTBMQLhx4waOHj2a4eMJIakmZGFhYZ5/K4riaZ2Rl9jtdvz555/YunUrypUrhzJlykAURUybNg07d+6EaZpwuVxaUFDQVkEQhpPEbRCYPIklZHkYIaSDoih/TJ48uchbb70lCULeaTs3fPhwv88vqVChgqfPkMVi8WssDBMoLl26hMy+16TWKLZ27doQRRGiKGLAgAHYsmULatSokecWzJimiVOnTqF3797JWmIUKlQIR48exeeff46EhASuYMGCH6qqGkkI8f8nUcYn2ByyPIgQwsmyPFXTtOGffvqpVqVKFX+H5HWUUtSsWRNud/rzXVPbUy672rRpg/Hjx0NVVa+el2FyO7fbjRo1amT4+KCgIMyZMwf16tUDcD9BIYSAEAKbzYZ9+/bhqaeegsViQfPmzXH9+nVfhe5XkiShXLly+Oijj1JtLH369GmMGzcOV69e/TshIaEhpdS/TRgZr2MVsjyGEBJksVi+L1++/LBvv/02TyZjwP1hDk3TMnRs4hu8N8iyjClTpuC9995jyRjD/Mf27dvRoUOHTN8v6ZDl6NGj0bRpU0RGRgIAGjRoAEVRcPjwYcTGxnot1kCj6zrOnTuHDh06YMmSJSlGACpVqoRVq1ahefPmjxYuXPgsIaSmn0JlfIRVyPIQQki4pmnbGjduXGry5MlKXptv8V/NmzfHtWsPX3zE83yGqmgZUa5cOcyZMweVK1f2yvkYJq/p06cP/vrrLwAZr0xrmoaJEyfizJkzOHToEE6dOoX4+HgoigLDMEApBaUUPM+DUpqh32dCCHieB8dxEAQh1e74gUxVVRQrVgyzZ8/GgQMHUK1aNVStWhXA/Q+Yy5cvx7p169yXL1/uZprmWj+Hy3gJS8jyCEJIA0VRNg4dOjSoe/fufF6f+0kpxQsvvIArV66ke6w3kjJFUbBgwQLUqVMnW+dhmPQYhoHc0h8w0cKFC7F79270798fkZGR+P333zN8X1VVERQUhISEBLhcLlBKsz0/tFy5clixYgUIIXj77bfx22+/QRAEv887zYzEPUAT59epqorNmzfD5XKhWbNmaNiwIaKjo+nly5fnOJ3OMWzLpdyPJWR5gCiKA2RZnjN37lw1cR5GXvfpp59i6dKlKVZnJX3T7dOnD1auXJnqhOHMUBQF7733Hp5//vlsnYdhHkbXdcyePRurV6/G888/j6FDh+aKTer37duHAQMGQNd1SJKEUqVK4dKlSxlOfgRBAM/z2f49/a9WrVpBURRs2rQp12/PRAgBpRSKoqB27drYtWsXAKB79+6IiorCxYsXd1qt1laU0ng/h8pkA0vIcjFCiKiq6mcFChR4ecmSJVq5cuX8HVKO2LlzJ0aOHJnsTVbTNBBC0L59e3Tt2hVlypTBnj17MGjQIBBCknXC1jQNbrc73QuAKIoIDQ3F4sWLUbFiRZ89H4YBgLFjx+LHH3+E2+0Gz/MQBAHPPfcchg0bhkD93bbZbKhTp44nYQDuz3U6d+4cAHhtukBWBAUFwe12e7ZZ88XiHn9TFAV16tTB3bt38c8//1yLj4+vTyk97++4mKxhCVku9WA/yh+qVq36xNy5c7Xg4GB/h5QjoqOj0aZNG+i67rloRURE4LXXXkPTpk1T9Cm6efMm1q9fjzVr1iAhIQGKoniGRB42r0RRFDz++OOYN28eQkNDff20mHwu6dZgSSW2eFizZk1Azl1csmQJ5s2bl+xriqLA5XLlquHB3EyWZWiahoIFC+LevXuOe/futaSU/uLvuJjMY6sscyFCSLiqqgc7dOhQ47PPPss3yRhwv3TfqFEjlC9fHu3bt8fatWuxdu1avPjii6k2jSxatCiCg4MRExMDQRBgGAbi4uLSTca6dOmCpUuXsmSMyRHh4eGe1YmJLR9kWYbb7UZQUBAiIiJw+fJlHDt2zM+RJtekSRPUrVvX8//EJq8sGcs5TqcT9+7dw5UrV0AIUQoVKrSVEPKKv+NiMo9VyHIZQkg1RVF+HTZsWGj37t3zVodEH2nXrh3Onj2boWPZfDHGH1wuF5o0aYK7d+9ClmU4nU4IggDTNNGiRQucP38eFy5cAABMnDgRrVq18nPE/zp8+DC6d+/u7zAyjOd5yLKc61ZeZoSiKHA4HAgNDTWtVusYwzA+8HdMTMaxhCwXIYQ8pyjKD1OmTLG88MILeXsZpZdYrVbUr18/3U/soiiiQIECWLRoEZsvxviFYRg4ffo0XnnlFfA8D03TEBMTk2LukyzL6NevH1q2bInSpUv7MeL7KKWoXbt2rpg4r6oqnnjiCTRv3hxz586Fw+FAXrsGJiZlmqZRl8v1sa7rI2hee5J5FEvIcglCSDtN01Z+9NFH2jPPPOPvcAIepRQ//fQTZsyYAZvNlubFIrG5bLt27TBgwAA2RMn43ZAhQ7Bjx46HHpO4MjEsLAwtWrRA06ZNUaVKFb9scG+aJjp06IArV654JtAHqtmzZ6NFixYAgPPnz2PAgAG4c+eO11d4+lviIgue5yFJ0lq73d6dUmr4Oy7m4VhClguIojhAVdU5n3/+ufr444/7O5yAd+jQIUyZMgXR0dHpXiDefPNNdOvWDYqi5FB0DPNwt27dwieffIL169eneUzS9i6EEKiqCo7j0KBBA7Ro0QJ16tTJ0Z0kKKU4fPgwli5dit27dwNAspXN/qSqKux2OyRJQsmSJbF48WKUKFECwP2N0Pv06YObN28GfDKZVRaLxaSU/maz2VpSSq3+jodJG0vIAhghhCiKMiU4OHjEV199peWGnkT+tnz5csyfPz9DwyeCIOD3339nG4MzASexK7uiKHA6nSmG1QoUKACbzZYs6UmsimiaBl3X8fzzz2PmzJk5GjcA3L59G4sXL8bq1asDajhQlmXoug6LxYJ69erh8OHDuHPnDhRFgd1u92uLDl9TVZUCOG632xtSSu/4Ox4mdWyVZYAihPCqqn5evHjxEWvXrmXJWAb88MMPGU7GeJ5HkyZNWDLGBKRNmzYBuF9l+m9Sk9gf778VKEqpZ2VmeHg4mjVrlmPxJhUWFoaLFy96bf/YrEhsF5KoatWqKFy4MCilSEhIwNatW3Hjxg24XC4kJCR4er/lVXa7nZim+YSqqocIIexiEqBYhSwAEUIUi8WyvmLFig0//fRTLSgoyN8hBbw//vgDw4YNy/DEYlmWsWHDhoCYFM0wqVm7di2mT58OjuM8Pfd4nocoihBFEdWqVUOBAgXgdDqh67pnAUvdunURHh7ut7h1Xcdrr72GY8eOBVyFLK25YrltW6WsEgQBHMfd03X9OUppYPVQYVhCFmgIIaEWi2VrnTp1qs6ePVvN6xuEe4Pdbkft2rUBJH9jTaszt6IoaN++PcaNG5ejcTJMfrJv3z707t0bkiR5ZT6ZLMt49NFHUaxYMfA8j19//TVDH8DSalQriiLcbrenqti5c2esX78+z84lS0QIgSiKVl3XW1BKM77pKONzgr8DYP5FCCmuadpvLVu2LDN+/HjZHyumcqMlS5Z4/l2tWjWcOHECpmmmehFQFAW9evXCgAEDcjJEhsl3KlSoAMB7k/tLliyJlStXev6/bds2jBs3Lt2kLLX9bnmeByEEhmHA6XRi6NCh6NmzJ37++ec8n5BRSqHrukWSpJ8JIV0opd/5OybmPnbFDxCEkFKqqu7v2bNnuXfeeYclY5nQtGlTFCpUCKtXr8aiRYswc+ZM9O/fP8VxiqJgypQpGDhwoF/ntzBMflCwYEFs3brVa+e7efMmrly54vl/06ZNsWrVKoSFhUEQMl5bcLlccDqdnkSN53mcPn0agiBg1KhR+WbFta7riizL6wghnfwdC3MfG7IMAISQsqqq7n3jjTeK9OnTh1Uts4BSmizJio6ORufOneF0Oj3zbxYtWuRZvcYwTM44evQo5s+fj71792ZrTpkgCKCUon///sk+cN27dw8DBgzAuXPnstycVlEULF68GDVr1sTevXsxc+ZMXLx4MWDnlfE87xlufVgPNVmW4XK5HrqCVFEUXdf119xu99e+iJXJOJaQ+dmDfSn3Dho0qHDPnj3z7jIfP6CU4sqVKzh06BBq1aqF4sWLP/T49evXY/PmzZAkCcWKFcOECRP80miTYfKa7du3Y/To0eA4zisd/bt164bevXujWLFiAO7vcjB58mT89NNPWT5/6dKlsWnTJgiCgGXLluHjjz+GYQRuL9WkyVha8/SCg4PRrFkz/PDDDw9NzGRZ1nVd72ua5gqfBs08FEvI/IgQEqGq6p6hQ4eGsX0p/euPP/7A0KFDPW9wsizjf//7H8qUKePnyBgmb4iLi8PGjRuxfPlyxMbGZnuuVnBwMLp3746KFSuicuXKKFu2LCIjIzF37twsdd5XFAUDBw5Er169sGTJEsyfPz+gVommRpZljBo1Cn///Te+//77FMnok08+iWXLluHmzZvo06cPrl69muacPkVRDMMwXne5XF/lQOhMKtjHfz8hhFRQVfXPESNGFGbJmPddu3YNb775Ju7evZvusZcvX8abb76Z7E1cEAScPn3alyEyTL4SEhKCHj16YOvWrRg6dGi2zxcfH49Fixbh3XffRfv27TF58mR06NABn376KSwWS6ar2w6HAwsXLsT169dTbcYbiJxOJz744AN07NgR48aNSzb/jRCC6tWrAwCKFi2KNWvWoHr16pBlOdVzORwOURTFRTzP982R4JkUWIXMDwghjyiKsnf06NEFO3XqxJIxL6OUolevXjh06BCKFi2KlStXomjRoqkea7Va0aFDB1y9ejXZG3DiKqzg4GCEhoaiYMGCKFy4MIoXL45HHnkE7dq1Y8OZzEPFxcUhKCiIvU5SYRgGnnzySa+eU5ZlFC1aFAsWLIAkSejbty9u3bqVqVWePM+jXr16GDx4MF599dVcs8dlwYIFsXHjRly5cgX9+vVDQkICNE3DxIkT8eKLL3qOS+wR9/fff6c5HKuqqu50Oge53e7Pcyp+5j72TpHDCCHlFUXZM2rUKJaM+cC+ffuwdu1anDhxAm63Gzdv3kSXLl2Src5KZBgGRowYgVu3bqX4NOx2u+FyuXDv3j38888/OHjwIH7++WesWLECM2fOxIgRIwJ6fgnjfbGxsRk67saNGxg/fjyeffZZDBw4MNdc1HOSKIr4888/M7U6Mj1OpxPR0dHo0qULzp8/j/Xr1+Opp57K1KpJt9uNffv24d69e+jQoUOa1aRAEx8fj9dffx0RERFYsGCBp8dapUqVkh0nSRIWLVqEkiVLpvm9t9vtkiRJCwVBeC0HQmeSYBWyHEQIKaeq6l9vvvlmWNeuXVky5kUJCQmYNGkSfvrppxS3cRyHkJAQLF++HOXLlwelFDt27MB7772HuLi4bE0yfv/995N9AmXyFsMw8Ouvv+KLL77AiRMnUKNGDUyfPh2FCxfG+vXrERUVhblz53qOp5Sifv36sFqtnlVwFSpUwJIlSxAcHOzHZxKYbt++jbZt2yI2NjaxYalX+pYpioJFixahRo0a+Oijj7By5UrPisOM/L4XLlwYGzZsQJs2bXDnTu7Y+lGSJERERGDZsmWoU6cOACAqKgqiKKY49vbt2+jUqRPu3LmT5tCsoiiG0+nswyb65xyWkOUQQkgZVVX/GjJkSJEePXqwZMyLTpw4gQEDBiAhIQG6rnuWhCfF8zyqVauG5cuXY+7cuVi9enW2JxUTQlC4cGFs376d9TXLY27duoU1a9bg66+/RlxcHFRV9VRNQ0JCoOs6TNOEYRg4dOhQsvtGRkbiww8/9Fz4RVFEyZIlERkZiZCQEH88nYB248YNDBo0CKqq4p9//kFMTIxXzqtpGpYvX47KlSsjLi4O58+fx7lz53Dy5EkcP34cFy9ehGEYaSZoffv2xdNPP52pLdkCxUcffYThw4dj9OjR6NGjR6rHXLp0CR07dnzo+6Asy7rT6exJKV3tq1iZf7GELAc8aPr618CBA4u+9tprrM+Ylw0YMAC//572DiCqqqJ69eqYMWMGChcujK5du+LYMe9s46YoCl566SXUrl0b1atXR8mSJb1yXsZ/3nnnHWzZsgXA/SaiYWFhCA8Px5EjR1IMPxJC8M0332D8+PFYsGABTNPEnDlz8PPPPyfbtksURaxbtw6PPPJIjj6X3MLlcoHnefz4448YN27cQ/tmZUZwcDDWrFmT5mrpQ4cOYc6cOfj777+TJV1t2rRBXFwc5s2bh+nTp2P9+vUQRRE2mw2UUlgsFlBKYbPZvBKnL61evRpVqlRJ9ba1a9figw8+yEhS1p1Sus5XMTL3sYTMxwghRVRVPfD666+X6Nu3L0vGfKBhw4ZpDitIkoROnTphzJgx0HUdtWrV8kkMifNU9u7dC55nBdDcbPTo0di+fTt0XUdQUBDq1auHXbt2paiSKIoCh8OBAQMG4LPPPkNYWBiGDBmCKVOmpEgoypcvj0qVKuHll1/22WswL6CUYurUqThw4ADOnz+f7fMRQhAWFoY1a9akubAHuJ+YzZ07FxcuXMD8+fNRo0aNZLc7nU5ERUVh586dOHjwID777DP8/vvvWLhwIe7cuRPw2y1t37491edPKUWPHj1w7NixhybBkiTpuq53Ytss+RZLyHyIEBKkadqfXbt2rTB8+HC2S7gPxMXFoUGDBg/tqN23b1906dIFzZo180kMhBBQSjFs2DD07ctWjOdWM2fORKFChRAeHo53330XNpvNM/8m6QIOQggkSUJwcDBiYmJAKYWiKLDb7QgNDQVwv3t8Ik3TYLfbQSnFF198gdq1a+fsE8uFFi9ejAULFkCW5WwPF/I8j+LFi2PNmjWen4+3UEqxd+9ejBgxAgkJCV49d3YpiuJpxFu+fHmsXr061QUOV69eRdu2bdNNKnmed7nd7oaU0t2+ijm/Y6ssfYQQIlksli1NmjSJGDZsGEvGfOTvv/9OdxXV/v37PcmYt6tXickYAHTt2tWr52ZyVmRkJBYsWIC33noLNpsNPM/DMIwUq2nLlCmD//u//0NCQgJcLhc4joNhGDBNEzExMYiJiUn2mky80EmShMKFC2PIkCEBd/EONJ07d8by5cvRuHHjbJ/L7XbjypUr+Pbbb73eW+zevXsghKBRo0apTp73J5fLBbvdDtM0ER0djdGjR6f6/EuWLInhw4dDVdWHns/tdguiKP5CCEl9/JPJNlYh8wFCCKdp2rqaNWu2WLBggebNpd15WWxsrKf8b7PZUvxdsGDBFCsaFyxYgEWLFj30vEmTJl+QZRmzZ89Go0aNfPYYjO/9d5/TtLajEUURPM8/tHKTuMgj6euO4zgMHToUH330EZo0aYIPP/yQLQZJB6UUX331VbKVrFmlqiqKFi2KwYMHo1mzZl75cNalSxecO3cOAAKuvYkgCHC5XJ7XsaIo6NWrFwYOHJjiWF3X0aBBgwx9UBBF0WoYxuOU0ku+iDs/YwmZlxFCiKqqC8qXL99z2bJllsz0wMnPNm/ejAkTJkAQhGQXKYfDAdM0QQhBxYoVsW5d8nmliRP0U1tZmVOCgoLw66+/ZqrfEZN9lFLcvXsXISEhXqlOzJs3D2vXrvX0G0tr4+aMJvgcxyWb2J+0rYOqqhg3bhzatWuX7bjzg88//xwff/yxV86laRo0TUP//v3Rtm3bbPUa27p1K955552Am0OW9MNE8eLFcf36dQD3X9MzZ85E06ZNU9znk08+wZdffpmhxFKSpFu6rj9GKc0dPUFyCZaQeZmiKG8XKVJk/OrVqzVvz1fIq5YvX4758+c/tOKgaRoGDhyI7t27J/tkGxMTg59++gnbtm3DgQMH/NKsled5jBkzhg1Z5pCEhARs2LABX331Fe7eveupAgQFBaFAgQIICwtDkSJF8PLLL4PjOJQoUQJFihRJ9VwHDx7EX3/9hdq1a6NKlSpISEhAgwYNcuR5KIqCdevWITw8PEceL7dL3A7t/PnzsNvt2a58q6oKnufRs2dPdOvWDSEhIYiJicGJEydw7949xMTEQNd1dOvWLc2kLXFS/KlTpwKqNUZidQwAxo8fj2nTpgG4/15lsViwe3fKaWB37txB8+bNM9QHjhACRVGO2e32upRSq3ejz79YQuZFPM+/Fhoa+snatWu14sWL+zucXOH48eMYMmQIbt269dDjZFkGz/NwuVx4++230aFDB9y5cwe9e/dGdHQ0DMPwy95zPM+jQ4cOaNu2bYohL8b75s6di8jISBBCMnQBVFUVHMdh1qxZeO655zxf/+eff8DzPO7evYuePXuCEAJCCCpUqIBLly7B7Xb7/AJLCEHZsmXx7bffQpLYNNOMME0TkZGReP/99712TlmWQQhB+/btERUVhUuX7o/EGYYBQgg6deqEsWPHpnl/wzAwf/58REZGBtywJXC/hUfx4sWxaNEi9OrVCwcPHsSKFSl7vZqmiRdffDHVXU1So6oqJYTstNlszSmlbNsSL2AJmZcQQloGBQWtW7VqlRoREeHvcHKNDh064OLFi5l6I+vXrx9atWqFvn37eiok/hIeHo5Nmzb57fHzOpfLhS+++AKLFy9G586dcfz4cRw8ePCh90lt/pYsy5g2bRqee+45fPLJJ4iMjESJEiUwa9YsHDp0CB9++KHnNSgIAjiO80rH+PTIsozWrVtjwoQJPn+svCQ6OhojRozAyZMnvXbO1FbUAv/ukdmlSxf07NkzzfsfOnQII0aMQFxcXMAkZoqi4JtvvkG5cuVw/vx5POza9N1332Hq1KmZ+iBisVhM0zS/sdvtL1OWTGQbS8i8gBBSV1XV7UuWLNGqV6/u73ACHqUUP/74I86ePYsvv/wyU8OMicMUiXu1JZ2j4w/ly5fHd9+x1jzeZLPZsG3bNqxZswZHjhzxfF1RFBiGAVmWM92Q02KxYOjQoVi8eDESEhLgdDqhqirsdjtEUYTL5fLatj2ZpSgKZs2axRaFZFJsbCzq168P4P6UBl82aU1cyPHWW2/h5ZdfTvM4m82GadOmYevWrZ7dHPyJ4ziEhoZi8eLFePTRRx967K5duzBy5MhMz4ezWCxut9s9z263j8hOrAxLyLKNEPKYoih758yZE5J0SIRJ3aVLlzB+/HicOnUKbrcboijCas29UxAkScLmzZtRrFgxf4eSJ6xfvx7Tpk0DpTTNymfS+TEZIYoigoODUbZs2RTbHAUKi8WChg0bYs+ePYiPj0f//v3RunVrXLt2DTVr1vR3eAErNjYW06ZNw5YtW9JcFettS5cuxdNPP/3QY44dO4ZVq1bh559/hsvl8tuCo6QGDx6MN954I83bKaXo0qVLlqqOmqa5DMMYp+v6B9mJMb9jCVk2EEJKq6p6cPz48WFt2rRh69fTsX37dowZM8bTs+m/q9ASpfX1QKQoCkaMGMEm9GeD0+nEnDlzcPv2bYwaNQrNmzf3ynk5joMkSahcuTIGDhyIwYMH+2XRR0YknaCeuAowLi4OHMehWrVqmDRpUprb/+R358+fR5s2bXze3iZRhw4dMGnSpAwda7PZ0LVrV8+uA5n9MOFtEydORMeOHdO8/fDhw+jbt2+W5k8+2Iy8t2maK7MTY37GGsNmESEkRNO0nW+88UYBloxlTGhoKAghnmQrraQr6SrKQO/T5HA42JBlNpw6dQqtW7fGt99+i507d4LjONStWxdA9n/2iZt/h4eHo06dOgHXuDOpxESCEAKn04nbt29D13U4HA7s27fvoXOX8ruIiAj8+OOPKFSoULLXDMf55vL222+/4cKFCxk6VtM0bNy40bPK0eVypduA1ZcmT56MDRs2pHl79erV8eSTT2bpe+dwOERJkr4ghLCx9yxiCVkWEEI4i8XybfPmzUv27t2bdX3NoFq1auHpp59+aEPGxO7oiXJDBffUqVOe3lVM5kyfPh1Xr171TILeuHEj9u7dC+DhP/uMXjASV0vWqFEjYKtjSVFKUwxvSZKEiRMn+imi3KFUqVKIjIxEWFiYJynz1Z6y9+7dQ+vWrZNtj5We1q1bezas93fPsnffffehq9rHjx+f5VW/TqdTkiTpO0IIW9mWBSwhywJFUWaEh4fXnTBhghLoFZxAYpomKlSo8NA3SrfbDVmWc1UbAFEUsWvXLn+Hkats27YNffv2xc2bNz0/a13XsWbNmnS7qAuCkO6QNiEEHMehUqVKngQvNyRk/6UoCoYPH44GDRrAMAyfTlzP7UqWLImvv/7a83ry1c/b5XJBEAQ0adIEr776KjZu3JihDvelS5fGt99+67PKXUZxHIeWLVsiMjIy1d+jsmXLYvz48VludG2aZpCqqr8QQoKzG2t+wxKyTOI4rovFYhm8cOFClSOutwAAIABJREFUSyAPgQSa27dvo1evXvj666/TnXjrdDr9stotq2w2Gxu2fMAwjHQnBd+4cQNvvvkm/vzzT0RHRyf7WcfHx6Nbt26oUaNGmvfPyBwcSiksFgtKlSrl94pEVnEcB1EUERYWhiNHjqBt27aYN28edF3H7du3/R1eQCpevDh+/PFHnz5G4oITwzBw8OBBTJ8+HQ0aNMDEiRPTbXdRsWJFTJkyxafxpcc0Tdjtdnz00Ufo379/qpXotm3b4tlnn83SLgYulwuEkLKapn1LCGE5Riawb1YmEEKeVBRl6aJFi7RChQr5O5xc4/fff0fr1q1x5MiRgOpm7U1RUVG59sIPAHFxcdi9ezdiYmKydZ7IyEh06dIF27dvT/OYH374Ic3bnE4nevXqhQMHDqBSpUqoU6dOiiagGdkbVpZl9OrVC3v27MlVyX1SpmkiPj4ekyZNQq9evXDp0iX89ddfqFevHp5//nl8//33/g4xIBUuXBgNGzbMsfmnNpsNuq7jhx9+QKdOnRAdHf3Q49u0aRMQQ9B2ux179uzBN998k+rtU6dORVZ3m7HZbITjuEayLE/PToz5DVtlmUGEkGKqqh6bNm1aWLNmzdg4ZTo++ugjHDp0CJRSnDhxIs8mYoksFgumTZuGJk2a+DuUDLt69Sp++eUXfP/99zh9+rSnbUBYWBg+/fRTVKhQIVPnczqdaNSoEeLj46EoChYuXJhqewC73Y558+Zh5cq0F2PVrFkThw4d8uzOkBFJV9mNHTsWMTEx+Pzzz+FyuWCxWOB0Ov26wi27RFFMNgwnSRJee+01DBkyxI9RBabr169j8eLF2LJlCwzDyLFGrRzHQVEUvP/++2jYsGGax1FKUa9evQwNdeaEXbt2oWDBgim+fuLECbz66qtZ/v4pimI4HI7ulNK12Y0xP2AVsgwghMgWi+WnV199NZQlYxnzyCOPICoqClFRUXk+GQMAq9WKPXv2+DuMh0pMjufPn48XXngBrVq1wscff4zjx4/DMAxYrVYYhoHr16/j9ddfR3x8fKbOf/fuXZimCUmS4HA4MGjQIJw4cSLFcYZhYNeuXWnOE9M0DZ06dUKVKlWSJVDpzb1J+uHy5ZdfxiuvvILHH38cHTp0QERERED0gsqO/86J0nUdv/76a65Y+JLTihcvjgkTJniaAOcU0zRhs9kwatQofPDBB6l+AEhISMCoUaM8fRj9TRRFtG7dGlFRUSlue/zxxzFkyJAsrwx9sPJyOSGENdPLAJaQpYMQQjRN+/LJJ5+sNHDgQP//9uQSrVq1wnvvvZelOQi5la9WdXlLq1at0KVLFyxevBhXr171tFVI7NeVSNO0LDXsPXfunGfvSOB+JWzw4MEpjrtw4QJiY2MhimKqE4cNw8D06dOh63qy29ObyK8oCmRZxsKFC8HzPAoUKIBVq1Zh0qRJuHnzZp5MXG7evIno6GisW7cOHTt2xNmzZ/0dEoP77XDWrFmDHj164M6dO8luc7vd2L59O+x2e0AsNDEMAzExMXj99dfx6af/z955BzRx/n/8fbnk7pIAylKRIoqjigMc4ELrwIELF6B1b6rWgrtarVi3dW+lWkXFWa1VFAeurwjaKlpxVKXiRAUHIzu53x829yMmQIAACfD6Cy6X53nucvc8n+czN+m9Z0OHDkXDhg0LLDwqlUqapumzBEGUZ8/Og3KBLA8EAkGIg4OD/88//yws6egYS8PT09Ps84iZErFYXNJDyJUDBw7g+PHjXBJboVAImqbh4eEBhUIBmqZRpUoVzJs3DydPnkSVKlWMbluhUGDBggVIT0/XOS4SifTO9fDwgFQqhUwmg1KpBJ/P13lOlEolMjMz8fjxY6O0WlphcurUqVi1ahVXTkdLSkpKvlIUWBKZmZno1q0b5s+fjwcPHuToD1QWUavV6NChQ66mw6JEJpPh/v37OHLkiM7xChUqoHPnziUebfk5crkcO3bswPDhw3XeF4Ig8PPPPxsd+f654MayLFiWtROJRKcJgig7O/QCYF5PhJlBEEQnmqYXbt26VWRoYSknZzQaDaZMmWKxDtX5hSCIEk34aAwikQiurq6wsbHBF198galTp+LixYto0KABKleujIEDB2LChAno2rVrvhcLiqJw6tQp/Pnnn+jYsSOnGc2ptuu4cePAMAzUajVUKpVOYlTgk7Bob2+fowZBOz5XV1eEhoZiw4YN8Pf3R5s2bbg2srKykJCQgF9++cXstZcFRXsfmjRpglGjRqF3794lPCLzgSRJrFmzpkTNggzDoE6dOnrHR4wYYZapfaRSKf7++2+MHDlSx9XE1tYWfn5+ec4LWj/HzzXfCoUCBEE0EAqF24mytEvPJ+UCWQ4QBFGbYZjDa9euFTo7O5f0cCyOXbt2ITk52WJKIBUWPp9f4ubZxMTEXBM+apk4cSJOnDiBwMBAPHv2DA0aNECjRo0QERGBefPmFSrJLUEQmD9/PlxdXQEgxzqMVlZW2vB4neMsy3Kls968eZNjP9rnKjk5Gb/88gvc3d25RUCtVuOHH36Aj48PvvnmGxw5csSiI2BzQ7v4BQQE4NGjRxg7dix69eqF169fl/TQzAatv6QhjInYzU5+33G1Wo3ff/9db2Nat25dVKtWLV9tFRcqlQrPnj3D9OnTdcz83bp1y3PTqVQqUaVKFXh6euoJZVlZWTwejxfI5/MnFcnASwHlApkB/iuLdGbq1KnivIrIlkZu376NYcOG4fDhw4iPj0dKSkq+otOePXuGNWvWcM605uC4WtTweLwSFchSU1MxfPhwdO3aFZMmTeIiXHM7f+jQoQgICMCMGTNw5swZLu/V52bHx48fY9GiRbh586ZRY6EoCps3bwYAg9oBAPjnn3+gVqt1xmhnZwc7OztoNJo8HbEFAgH4fD7atGmDhQsXQpuGRqlUIiQkBNHR0VCpVMXu1F0SyGQyfP/997h48SI+fPiAp0+fIjAw0OKDGExFp06d8MMPPxj8TKVSGTU/8fl8+Pn54dtvv82XKV8qleLixYsYOHCgXu640aNHGzTpmwNyuRxXr17Fhg0buGNNmjQx6rvv3r0DSZIYNGiQ3pyYlZXFJ0lyGUEQlhOOXoyUC2SfQRAEIRaLd/n6+lYOCgoqk/cnLS0NN27cwLx58zB69Gj07NkTXl5e+dp19+/fHxqNBgRBmIXjalFT0gLZunXroFaroVAocOHCBYwdOxZBQUEGNZSrV6/GxIkT9QQsrT+XNhfZu3fvEBQUhMDAQERGRuZLsHZ0dMTt27fRqFEjg5+PGjUKtWvX1mlzyJAhePfunVGmHO0zdfnyZcyYMQPAJ8EkODgYcXFxZSKy1xDa0ksURZmdj1JJkpSUpKeNzU9Gf5qm0b17dwwbNgynT5/GhQsXEBUVBS8vL9SsWRO2trZgGAYEQegFq8jlcjx+/Bh9+vTBkydPuOO+vr5mbUqXyWTYuXMnl2iXJEmj0vooFArcuHEDFEVh1apVekLnf+WVjhAE4VQkA7dgyt/YzyBJcrSdnZ3vnDlzClY3ohTQvn17rsCz1s9Hm1/HmNItLi4uCA0NRbt27fQctksr2vtT3GRmZuLXX3/F8ePHuYWFZVlIpVI8evTIYKTk27dvc82mrzVZnj9/HklJSVAoFKhVqxYaNGiQr7Hl9ru7uLjg8OHDOH/+PFasWIFZs2aBx+PBz8/P6GSUWg3QmDFjIJPJMGLECNy6davMCmNaBAIBhgwZUibeO2NxdXXF4MGDAfy/311+/FvlcjnWrFkDmUwGgiBgb28PFxcXLFu2DMuXL8elS5dw/fp1JCQk4OLFi/j222915gO1Wg2JRKKTGkcgEGDgwIFm6UumRat9HTJkCNatW2e0ACmVSrFjxw5YW1tjy5YteptVgiCsRSLREYIgzFciLQHKBbJsEATRgKKo1evXrxeXxOJqTvz8888YO3YsFAoFVyZk06ZNaNmyJXr16qUjAGRHoVBg/fr18PHxQXx8PGiaLhMmS4IgilVD9vz5cyxYsADt27fHhg0bDC4ufD7foD9YaGgoWJaFSCTSm2A1Gg33nQsXLkAmk0EkEmHMmDFFch3aiLOYmBhOK3vw4EGjtDssy2LixIkICgrCy5cv8c8//1h04tfC8t1332HSpEn45ptv0K9fv5IejllhbW2N6dOn4/Tp03Bzy3/da5VKhadPn2Lq1Kk6WufExEQEBARw0a08Hg/W1tYYMmQI/Pz8QFEU53fF5/Nhba1b3lEb8WzOqFQqJCQkYOvWrYiKiuLm87z872QyGebNm4dGjRrhhx9+0NMakiTZjKKouUU6eAuDnDdvXkmPwSwgCEIsEomuzJo1y6Fly5ZlfmvJMAy8vb2RmZmJW7duAQC34H348AFXr17Fzp07IZVK4ebmBpFIhPj4eIwcORLXrl3jBDmFQlEmfFkoikK3bt3g4uJSZH2wLIubN29i3rx5WLVqFRITE7n7bAiGYVClShVIpVLQNM2ZDkQiEVq1agUfHx+8fv0ar1+/5ny5NBoNkpKSUL9+fWzduhUKhQJCoRBDhgzBokWL4OvrqyMssSyLBw8eQKPR6KX9uHHjBjZu3AgrKytUqVIlVyErNTUV+/btw5kzZ+Do6Jhr6SWapjFkyBBUq1YNLVq0QM2aNWFnZwd/f3/cuXMHHz58KJOC2bZt29C0aVM0bdrUrLUuJYm1tTUGDBgALy8vuLi44Nq1a0Z/V61W4/Xr18jIyECrVq0AAM7OzoiIiMC5c+fw8uVLtGnTBiRJgiAItG/fHgMGDICjoyNevHiBN2/eoH///jrO/CKRCB8+fLCYzYRareYEUpqmQRBEroFbMpkMTk5O8Pf3x7t37/Dw4UPuOhUKBY/P57eaM2fOxXnz5iUXywWYOeWlk/5DLBbvadu2bZ9ly5YJy1X9upw6dQrTpk0z+Jl24q9RowaSk5PLrLnIysoKc+bMwc6dOyGTybid8axZs1C3bt1Cta1UKhEdHY0tW7bg9evXRkcM8vl8MAwDlUoFb29vHQfdc+fOYdGiRTlGMmq1fXK5HEKhECRJQi6XY/78+ejRowd33j///IMBAwZArVajadOm6NSpE9atW4eYmBgcPXoUS5Ys4Xxrhg4dim+++cZgf8+ePUOfPn2gVCq5CT57CL3WN0qlUuGrr77C+vXrDbbDsiyOHTumk1hWLpeDIIhSn4KlefPmmDVrVoE0QGURjUaDCxcuIDQ0NF/R4AzDYMaMGejfvz8AYOnSpZyPZfXq1TFnzhxs3rwZQ4YMQcuWLbnvvXr1Co6OjjqapWfPnuH8+fPYsmULsrKyLGbzKhQKMWjQIEREROQZNFOhQgWcOXMGFEVhzJgxuHXrls67SFHUe4VC8SXLsnmHiJdy8hfzW0rh8XiDKleu3DssLKxcGDPA7t27QZIkaJrW8yHTvlgPHjwoiaGZFYsXL0Z6ejo0Gg14PB4qV64MR0fHQrWZkpKCgIAAyOXyfKdu0EYZAtD7bp06dXJNlpp9ktV+l2EYVK6sm2z72bNnUCqVoGkaf/31F27dugWhUMhlzacoivNj++uvvwz2lZCQgE2bNunsvvl8PmcSr1KlCr7//nscO3YMUVFR6NWrV47jJggC/v7+aN26NTp16qRTK5DP51uEFqKgvHjxAgsWLICtrS06deoET09PsCwLjUYDkiRRpUoVsCxb7lv2HzweDx06dMCNGzeQlJSE0NBQJCd/UtR8Xjc0OzKZDEuWLIGPjw+qVKmCwMBAHDx4EDKZDI8ePcLQoUOh0Whw9+5dnDp1ijPVOTnp+rAvXrwYhw8fBgCLiwSWSqW4cuUK7O3t8fLly1zPlUgkyMrKglAoxNq1a9GvXz+kpKRw7zpBELYikeggQRAdWJYtG3mScqDMC2T/5Rvbsm7duvLkrzkQHh6OpKQkPHr0CPfv38edO3eQlJSErKwsTgOTl2ZMu0h37doV79+/R1paGt6/f4/09HRkZmZygp7W50xbE85S0GpvtJOMRqNBQEAACIKAWq0ucDSVvb09GjVqlC/TSk7jy46LiwvGjRuH8PBw8Pl8sCwLpVLJaaS052sFbpqmsWzZMnh5eUEmk2H48OFgWZbzj9GaLhQKBVdQXKvZAj4tfh8+fMCYMWMQFxeHFStWgKKoHAtjZxecXr16hZCQEBAEgXr16uUqmL558wZz587Fy5cv9YSv0iyM8Xg8TJgwAXPnzoVSqcTp06dBURT33KlUKjRs2BCVK1fG8OHD4e7uXsIjNh9IkkTt2rVx/PhxAMCdO3cQHBzM+VISBAGGYXSeO4FAgLS0NFSpUgU1atRA9erV8eDBA51nLCsrCxs3bsTkyZMN9uvk5ASWZS1Wc/vvv//C1tYWJEnmqtlzcHCAg4MDgE+WhPDwcAQEBHAbNblcDisrKx8+nz8VwLLiGLu5UqZNlgRBMCKR6HZISEjNgQMHlgc45JOMjAw8fvwYjx8/RmJiIhITE/H48WOoVCq9F1QoFOLy5cs6ju8ajQZxcXHYu3cvYmNjwePxIJfL4e7uDgcHB8THx1vczjE7IpGIC4hgGAbW1tawsbGBnZ0dnJycMGXKFNja2uYpsG3cuBHh4eGFSh/i4eGB3bt36xxTqVSIjY2FUCiEra0t7OzsUKFCBZAkibS0NOzcuRP79u2DWq3G8uXL0aFDBwCfTKhDhgxBYmKiXj8CgQAhISEYOnQokpKSEBYWhqysLD0N6siRI3H48GFu0dPmQNOaF3OblxwdHRETE2PwM7lcjj179uDo0aNITk4Gn8+32AUvP4hEolz9CQFwCXdFIhFOnz5tdDRrWeTq1atclv+EhARQFKXzHDEMg40bN3Kbj9OnT2P27Nl6G1OapnHw4EHUqFFDr4+kpCQEBQVZvJtHXgJZzZo1cfToUZ1j165dw/jx43Xmd4qiFAqFoi3LsvFFNlgzp0wLZCKRaKu3t/egdevWicrV+Kbh9evXGD9+PJKTkyGXy8Hn88Hj8VC1alX88ccf3HmxsbGYOXMm5HK5QU2YQCDgXnJLyPaflxChPQf45Fjcs2dPTJr0KWF18+bNcebMmRwTTvr5+eH58+f5Gg/DMODz+ZDJZBCLxfD398/RDzA3JBIJUlNTDWYVf/DgAcaOHQuZTMb9hmKxGJs3b4anp6fOuaGhoTh79qzefQoICMDBgwfB5/MhEAigUCjg6OiIlJQUg+Ph8XgICAjIMdFnduLi4jBx4kRoNJoykQvPWCiKwldffYVZs2Zxmotycmbbtm3Ytm0bWJYFSZLQaDRo27YtZs+eDVtbW+6869evY9q0acjIyOCEN4IgUL9+fUREROhFJbIsi3bt2uHdu3fFej2mxJh5j6ZprFy5Em3bttU5HhkZiZUrV+oIpDRNv5XL5XVYlv1QJAM2c8qsQEYQRB97e/vdx44dE9nY2JT0cEoVSqUSe/bsgVQqhUgkglAohLu7u04eq+joaPzwww8Wvzs0huyTlqenJ7p27QpHR0c4Ojpi9erVuHHjBm7fvm3Qt0fr7J6TplDruC+TyThNG4/H45zgtcl5KYpCbGysSaPvDh8+jMWLF+uMjc/nIz4+Xq+frl274sWLFzrHIiMj0aBBA0ilUrx9+xYSiQQbNmzAwoULkZiYiPPnzyMyMpI7XywWg2VZbN++HfXr189zfF26dMGrV68MLhgMw8DPzw///vsvnj59iszMzDKhSdOifSbr1auH8ePHl1gBbkshPT0dJ0+ehJubGxo3bpxjygeJRILFixfj1KlT3NzGMAyqVq2KVatW6QRc9OvXD2/evMHHjx/zFGosHYZhsHnzZjRt2lTn+Lx583DixAnuXgmFQhAEcVIikXRnS/tNMUCZFMgIgqjOMMzf27dvt2rYsGFJD6fMoFQqERAQgGfPnnHCgyUvgloTUH6haZpLmJuZmYkuXbrg559/NnjuL7/8gvXr1+uZohiGgYeHB7788kvExMQgNTU1R+GWYRisWLFCb4daWE6dOoXp06eDoijI5XLQNI2RI0di/PjxOucplUp4eXnpmDUIgsD27dvRrFmzXPvQ+vO0atUK/v7+8Pb2Njqv3YMHDzBq1CjIZDIoFAqwLAuKoiAWi7F161ad6Nfbt28jNDQUHz9+tGgzeXZsbW1BURRev34NV1dXZGZmQiqV6mmkR4wYkaOfUzkFIy4uDtOnT4dEIuHM8BRFYcKECRg2bBh4PB7atm2LzMxMkCRpsRtTHo+H6tWrIykpKc9zhUIh9u7di1q1anHHVCoVhg0bhnv37nFabCsrK5VUKg1VqVSGQ6lLMWVOICMIgi8Wi/8aN26c+4gRI8p8UENxEx0djbCwMMjlcqOEMWNU4paMUCjEjh07ctT4nD9/Hrt27cLz58+RmpoKkiRBkiTmzp0LgiAwd+5cTtgwBE3TqFevHmrVqgWhUIhp06aZLMqOZVncv38ff/31F+Lj4xEQEGBQ6Hvw4AGGDRtmsGpAz549MXfuXC4STSKR4PHjx3j06BHu3r2Lt2/fIjQ0lCtWnl/evn2Lc+fO4dq1a0hOTsaPP/4IV1dXg/5TUqkUy5Ytw/Hjxy12gdRiY2MDZ2dnPHr0CBqNBgMHDsS0adMQFxeHnTt3Ii4uDlZWVhg1ahRq1KgBHo+Hr776qqSHXarIzMzEokWLcObMGR0NkNaPtjRoxvh8PkJCQrBp0ybu/f7c3y47Pj4+2LRpk86xjx8/ok+fPkhNTeXuB0VRcoVC4c2y7O2ivQLzoswJZDRNz3Z3d/9+586d4vJabyXDx48fsXTpUh2fMi0Mw6BTp04GPyuN2Nra4uLFi8jIyMD+/fvRrFkzNG7c2OC5LMsiNTUVAoEAFStWxF9//YXg4OBchQehUMgFFgiFQvz0009wd3eHjY1NsTl1Hzt2DAsWLDAYHUnTNOzt7eHk5ISkpCSkp6dDKBRCrVZDKpWCx+OBoihMnz4d/fv3L5aUDfHx8Zg2bRqysrIsUoMrEAh0tC4URWHmzJkICAgA8Ok5unTpEpYuXYp3795BqVSievXqXAqGckxLbGwsZsyYAYlEYpHPU140bdoUv/76K2bNmsXN2zRNG9Q00zSN33//Hc7OzjrHk5KSMGDAAG6O+K8U3SOJROLOsmyZcQAtUwIZQRDuQqHwz6NHjwqrVq1a0sMp8yQkJOD58+dITEzE3r17uQSkZ86cwdq1a7Fnzx6z15AJhcJ85wfTwuPx0KVLF1SuXBmRkZEQiUTYs2eP0dn+V6xYgYiICGg0GqPvUaVKlVChQgU8efIEERERqFGjBpYuXYqKFSviyy+/RNeuXU1elPrevXsICgoq1O/I4/Gwbds2eHt7m3BkOZORkYH58+dz5aMsEW1k7xdffIGwsDDUqFEDMpkM/fv3x5s3byCXyzmTe/Xq1cvMJqgkyMjIwIIFCxAVFQUg9zxnlgZFUThx4gSqVKmCJUuWYM+ePfDy8sL169f13DpEIhF+//13gwFMly9fRmhoKCfIWVtba+Ry+QK5XP5jsV1MCVNmTHb/mSoPTp48mS4XxswDT09PeHp6onLlyrC3t4enpyfq168PmqZx586dkh5enlhbWyMjI6PAQiNFUYiOjgbLsrCxscHu3buNEsYkEglOnDiBjx8/clGsMpks1zGIRCLIZDK8efMGb968AZ/PB0mS2LRpE1eXlKZp2NnZcYXlDbFq1So0aNAA7dq1M9qXq169ehgxYgT27t0LmUzG5T0zNis5SZKoV6+enkNwUWJtbY3ly5cjJiaGCz6xtAVUqVSib9++mDhxIp48eYIRI0bA19cXqampepuI0qi5MSesra2xdOlStGnTBhUqVMDt27exfft2Lv+fuW888+LQoUOYOHEiZs6ciSlTpgAAmjRpwiUl1r7r3bt3zzGavE2bNujXrx8OHToEhUKBjIwMHkVRMwmCOFxWTJdlxmZHUdSMOnXquAYEBJSZa7YUvLy8MHr0aDRr1gxCoRA8Ho+rn2nOk1RGRgaAgo9RJpNx2q1+/frh+fPnePLkSZ5O5adPn8bSpUtx+vRpLvu8sRnYteewLAs+n4/IyEjOB02pVCI+3nAKoKNHjyI8PBy7du3CnDlz0KZNGyxZsgT//vsvdw7Lstw9+ZyQkBD4+PiAJEn07NkTTZo0yXGMn0ew8fl8vH//Ps+M4EVBhw4duCoCloZarcalS5cQGRmJPn364Pbt23j58qVBjV9RJc3VaDS4f/9+kbRtifTo0QNt2rRBcHAwIiMjMXLkSC4q2lJRKBTYt28fDh8+jD///BMCgQACgQDTp08H8Ok51G7eDh48mOu1BgcH62jolUolJRKJDhMEYdzuz8IpE8XFCYKoT1FURHh4eHmKCwvg999/x5UrVyxqEeTz+YXKl3bv3j2cPXsWBw8exLZt29ChQwfY29sbPHfFihVITk7mMusb069SqdSZCO3t7XHv3j08e/aMO86yLKRSKedrBHzy95NIJIiJicGWLVs43ySlUol79+7h4MGDiI+PR69evXD8+HF8/fXXOH78OFJSUiAQCFCpUiWu2LKvry8CAwPRvXt3CIVCnDt3jnNypiiKm7Tr1auH9PR0qFQq7piHhwc6deqEkqimMWvWLLx48YLzx7MkUlNT8eeff0KpVKJ169a4e/cu0tLS9M6jKAojRowwef93795FUFAQxo0bZ3JTuCXD4/Fgb2+P2rVr49q1a9zzbqmwLIuLFy/i/fv36NatG4BP76ydnR0qV66M7t2748qVKwA+PWs5bciEQiE+fvyIe/fucfM/TdMVARBz5sw5XywXU4KUeh+y/0yVtyZPnlw3MDCwfEawAJKSkhAYGFhq0g/kFx6Ph759++LHHw27ToSHh2PLli1cqaKCYGVlpVfySiAQIDAwEDNnzgTw6XcYMWIECILAvn37cOjQIWzbto0TALM73AcEBCAwMBD37t3jPhMKhVAqlWjQoAFzz1wgAAAgAElEQVR8fX3RvXt32NnZcf19/PgR6enpSE9P1/m7Xbt2uHLlClasWIGePXti2LBhOZo5ioNJkyahcePG2LVrF1JTU0tsHIVBmxeOJEmDPo/W1taIjY01WX+7d+/G9u3bYWNjg8ePH8Pf3x8tW7ZE/fr1Ua1atXLh7D9SU1PRuXNnALA4k7ghSJLElClTMGTIEL3P3r59y1X7+Pvvv3Ns48OHD+jUqdPnc5NCqVR6syx7y/SjNh9KvUBG0/Ts+vXrf79z505xeTZ+y4BlWXTq1AmvX78u6aHkSVEVrBYKhbh06RKXDuJzPnz4gO3btyMyMjLfgllO/ioURSEqKgqVK1cGy7Jo3bo1MjMzQRAEHBwcULNmTdy4cQNyuRxCoRCurq5YuXIlXFxc8OzZM/Tu3TvXcfz000/o3bs3979CoYBCoYCVlZXRYy9JDh06hGXLlhU4iMOcEQqFha6Xmp3nz5+jd+/eOpsqkUjEFTt3c3NDs2bNMGbMGJ1s92WN9+/fw9fXt1T48JEkCW9vb0yZMgVffvmlwXNYlsX79+91NmaGWLlyJfbu3fv581Pqoy5L9TaFIIj6JEnOXrJkSbkwZkGcOHEC6enpJT0Mo1CpVAUuHJ4bBEHg7NmzOsd27dqF1q1bY+nSpUhNTcXkyZNx9uxZDB06VJvh2qi2GYbRE/S0eagqV67M9W9lZcUtoGlpabh58yY3QapUKoSFhXFBCIcPH87RN4RhGIwaNQr+/v4APtWb3L17N9q1a4e2bdti1KhRuHTpkvE3p4Tw9/c3aaUDc8LUm4pKlSqhSZMmOoEfEokEUqkUcrkc9+7dQ0REBJYuXWrSfi0NGxsbaDQaiMXikh5KoeHz+bC1tc01nQ5BEHkKYwAwatQovWeSIAg3iqLmFHqgZkyp1ZD9Z6q8PXny5C/LTZWWRbdu3fDs2bOSHkaJ4+7ujv3793P/+/v7IykpCXw+H3w+H5UqVcKAAQPQvXt3pKeno3///gU289I0jb1796JOnTrcsUWLFmH//v05+qgxDIOlS5eiXbt2+Oqrr/Dhg375OYZhMHjwYHz33XdQKBQ4fPgwNmzYAIVCwWmaCIJAo0aNEB4ejgcPHuDOnTv4888/Ua1aNSQkJKBp06bw8vKCh4dHifiQZWf37t1Yu3ZtqdOSkSSJhIQEk7SVnJyM4ODgXKtHAJ9+dz6fj5iYGFSsWNEkfVsiKSkpGDZsWI5lviwJgUAAgiDg6emJYcOGoXXr1gXesA4dOhQ3b97UOcbn8xUqlarUmi5LrUBWbqq0XPbu3YtVq1ZZbP4nU0HTNI4cOQIXFxe8fv0a3bp10zNt0DQNlmXh4eEB4FOpoYIIC56enoiIiNA5Fhsbi8mTJxvMsK/te+jQofDy8kJISAgUCoXOrpZhGAwZMgSTJk2CVCpFz549kZ6erjc+iqJga2uLtLQ00DQNlUoFuVwOsVgMuVwOlmXBMAzkcjmcnZ0xbtw49OzZM9/XaApkMhl69+6NtLS0UvN88ng8eHl5ITw8vNBtvX79Gr6+vgCMq7KhrR6RPZCkrHHx4kVMmzat1An5APDNN99g/PjxUCqVXJ1dY0lJSUGnTp30jjMMkySTyeqWRtNlqdQclZsqLZuBAweiRYsWpdY8ZCxqtRoHDhwA8ClazdBOU1uC6vr167h7926BJnWhUIgJEyboHW/SpEmuvi12dnYYN24cIiMjIZFIQFEU6tSpAysrK5AkiWHDhmHSpEkAgH379uHjx48GhTEfHx+8ffsWKpUKWVlZnJZPmxJErVYjKysLKpUKycnJmD9/Pl69epXv6zQFDMPg999/R1BQEFcCx9IRCASYPXu2Sdqys7NDxYoVjc6rJZVK8dtvv5mkb0tly5YtpVIYEwgECA8Px6NHjzBy5EgMHz4839dpyJSr0WhqCASCUmm6LHUC2X+mygNTp04tTwBroRAEgSVLlpRpZ1/gk1/P4cOH8e7dO/j4+MDZ2TnXHWZOmqy8cHR0RPPmzfWOMwyjU4A7OzRNY/ny5ZDL5fjf//4H4JMA2aZNG8TGxuL06dOYOHEigE+L7tatW/U0SjRNQ6FQICYmhksgmR2lUmnQ4V+pVKIk0/XQNI3Y2FhOcLTkTZ9AIEDPnj1Ro0aNQre1a9cu/Pjjj6hcuXKOwSiGuHfvntloGxMSEjBjxoxiNR127doVQqGw2PozBQRBgKbpXH9npVIJtVqN8ePH48GDB7h9+zbat29vdHqgKlWqoH79+iAIAjwej8tPWLFiRUKj0XxPEISHSS7GjCh1Ahmfzx/v5uZWngDWwhGLxdi4cWOp0UIUFJlMBj8/Pxw+fBirV682+f0gSRKtW7fOUajw9fXV01QKBAL07t0bHh4eOHr0KJRKJVxdXfHTTz9h4sSJIAgClSpV4s7ft2+fQadxBwcHZM8L+HneOe13Pq8IoFarERsbi7i4uPxdrAkZM2YMGjVqBMC8kxfnhPb3FggE+O677wrUBsuyePfuHRITExETE4OkpCScOHECDx48yJcmhM/nm8V7zrIswsLCEB0djdOnT+scnzlzJv75558i6TcoKAhCoRBWVlb5EmRLCh6Ph7p162LatGkYPHhwrmPWaDR48+YNpFIp1Go1atWqla/3ZcaMGaAoChqNBgRBwNnZGWKxGE2bNuUzDLOPIIhStc6XqoshCKISSZKL5s+fX26qLAW4ubmZ7WKX0/Nl6vxKSqUSEokEK1euxIwZMzBnzhyTTtpqtRpHjhzJMYjCx8eH2w0DQO/evREQEIApU6ZAoVBwFRUGDRoEPz8/vSz7OWnHAKB58+bo3bu33neyI5FI0KtXL7i5ucHFxQUEQYCiKDRo0KBEzTx+fn64fVu3mguPx4NYLLaIHFs0TUMkEmHevHkFcqj/9ddf0aRJE7Rr1w6jR4/G999/j+jo6AKNRfu7ljTnz5/HixcvoFarsWDBAu75+vvvvxEdHY0xY8YYTKpbWGiaxqpVqzBx4kQEBgaWeOBKbjAMA41GgyVLliAoKAjfffcdQkNDc52Tsm+0bt26xdXfNYY6deqgTZs2IEkSSqUSaWlpSE1NRYcOHWBlZVUDwNDCXpM5Yf4zRz4Qi8Wr+/fvz69Vq1ZJD6UcE/DPP/8YXS+xOMnNP8bKygq9evWCo6MjKIoy2eQqlUqRmJiIHj16wNTVJhQKBWbPnm3wmurUqYONGzdi+vTpiIyMxE8//YTvv/8e79+/R2BgIJeu4q+//jLY9v79+w1qxwQCAZ4/f45du3blmHKBoigolUpcuXIFQ4YMwfPnz8GyLBQKBe7fv49p06YhJCSkEFdecAwtKG3atAHLsma7ifgcX19f+Pn5Fei73bp140p2ZWZmQiKRIDMzEyRJ5vudrVevXoHGYEpYlsXSpUs5IUwqlWLLli0APgUZaTQapKenY9y4cUWSMyw2NhZLlizBgQMHIJFITN6+sfB4PIhEIoO/oY2NDbexcnNz445//fXXmDp1qtFazlWrVuVYYs0QU6ZM4TZtMpkMGRkZWL16NYKCgmiGYVYTBFFqQnRLjUBGEERLkiT9J06cWPK673JMQkJCAuRyuVnsnrOT04IrEAjAsixSU1PRr18/LFy4ELNnz0bnzp1RoUIFg/m/8gOPx8P9+/fx8ePHArdhCG29wZw0HN7e3ggMDESDBg0AAJcuXULfvn3x77//chO0VlOWHZlMlqN2jCAIXL9+PddxKRQKCAQCpKWlISwsTOe+q1QqEASBrl27Gn2dpkSpVMLb2xtVqlThftPu3bujfv36FiGQTZo0CQsWLCjw9x0cHNC/f3+dYzweDyqVCjwez+hUBwzDwNrausDjMCV16tThfkttrrxHjx7h3Llz0Gg0UKlUePLkCb7//nuT/8bBwcFo2LBhiWXr11bdAD7lkAsODkaDBg0gEAggFou5VBYRERE4f16/glFQUBBmzZqVp1BG0zT4fH6+Uqx88cUX6Nmzp46QKJPJEB4eDi8vL6FQKFxmdGNmTqlIe0EQBCkWi+/OmTOndvfu3c1r9S6nwERHR2Pq1KklPYwCoZ3gfv31V26RfvbsGeLi4nDhwgXExcUZNfkyDINq1aohLS0NSqUS7du3xx9//FGoupk5YW1tjejo6FwXyDVr1iAiIkIv3xmfz8eVK1d0NIL79u3DsmXLDF4nQRBwdHREenp6vhy6tcI5RVFwcHCAu7s77t69izVr1uSYHbw4UCqVnECu9S0zRyiKQsuWLbF+/fpCt3X+/HnMmDEDcrmc0wZLJJJ8/Z7W1tZYu3YtmjVrVujxFBaWZbFlyxaEh4dDLpeDJEnY2NhALpfraK2EQiHGjBmDMWPGmLT/Dx8+cClVihuxWIxatWohMTERKpUKmzdvRuvWrSGXy3Hr1i1cuXIF3t7eaN26da7tHDt2DPPmzQNFUSAIAmq1Wse1QFvZhGEYeHl5Ye7cuUaVRUtNTYWfn5/es/VfMIRUKpW2YlnWNIn0SpBSoSEjSTLYzc3NuVu3buXCWCli+/bt3N/marrMCZIkoVAoMH78eHz8+BEEQeDjx4+wtraGt7c3qlatmqvvlLZ9FxcXHDp0CBcuXMCVK1cwatQoDB8+HC4uLqAoKtfoLO3u1ljkcjm2bt2a4+dKpRJRUVEGtQMMw+Du3bs6x7y9vdGqVStQFKUXGMCyLCQSSb6j+7QmQZZl8ebNG5w5cwZt27ZFXFwcUlJS8mUKMSXa51MikWDp0qWYO3cunJ2dzS56js/nc8WfC0u1atUglUqh0WgQFBSENWvWcJpLY5FKpSUqSGeHIAgEBwdj2bJl4PF4UKvVnDk2O1KpFPv378f9+/cB6AejFJSKFStiy5YtJeLYL5VK4eHhgePHj6Njx444ePAggE8aLW9vb4SGhuYpjAFAr169cPHiRURERGD58uWYOXOmTi4xrXuCTCbDlStX0KlTJzx+/DjPdh0cHPD111/raeCkUilIkhSKRKIdhLmZUgqAxWvICIJwZBgmae/evVa1a9cu6eGUY0KaN29eov4UBUWbgbxbt264evUqunXrhuDgYHTs2BFSqZQz7RiDUChEw4YNsWzZMtjb2+t89ubNG1y+fBnR0dG4ceMGJ+AplUrUq1cPbdu2RYsWLXDy5EnOD0aL1tdHu+PUajfCwsLQt2/fHMfz22+/YcmSJXoO9QKBAN9++y1GjBjBHXvw4AHGjx/PJXtNS0uDRqPhnN4VCgWEQqHJnPNDQ0OxZs0a9O7dGzNnzixWYSg9PR1bt27FgQMHuDB9mUzGmfCKQqNZEMRiMa5cuWKScl8KhQJNmzbFnDlzEBgYiHfv3qFfv35IS0vjhPa88pHZ2dnh4sWLhR6LKdm4cSO2bt2ap6AlFAoRGhqKpUuXolmzZhg8eDB8fHzy3GjlxenTpzmfzoJW3igILi4uiIqKMklbUqlU5/2Ty+W4ceMGwsLC8PLlS51n4tKlS0alOEpKSsLAgQP11gSSJEHTtEoikYxiWXaXSS6ghLB4gczKymp3r169+s+aNavcd6wUkZaWhs6dO5t10d3siw3DMJDJZKhTpw6aNGkCT09P+Pr6cip6mqbx/PlzBAcHIyUlhZtojVms+Xw+GIbB4sWL0a5dO4PnKJVK3Lx5ExRFoXr16nj69CkeP36Mhw8fwsnJCRs3bkRmZiZ3vkgkglAoRFpaGlq3bo1nz57h6dOnuHnzZo4LSmpqKnr06JFjvjMfHx9s2rSJ+z8pKQmBgYF6iwpJkpwG0VRkb5OmadjZ2eGXX37ham0WNdeuXcPEiROh0WiKdRHNL3w+HxcvXjR5YIhSqcTAgQPxzz//QCgUQqVSoVatWpDL5ToaEIZhwOfzIZPJIBKJMHDgQC5fnbnw7NkzrFixApcvX+Z8xz6HIAiQJMldCwAuwrZPnz4IDAyEq6srWJbF8+fP8fDhQ/j4+Bid7JplWfTt2xePHj0y6bXlhkAgwL59+3TKp+VFamoq7OzsuE1WVlYWVq5ciUOHDmHdunVo27atzvnJyckYPnw4Z9rWaDSwtbU1qpZtWloaunTpYvD9+s9dIEulUjmzLGtaJ9tixKIFMoIgmtvY2MScOnVKZC6OoeWYhvj4eISEhOgIEeYMj8eDh4cHdu36/w2aVCrF27dv4eLigqdPn8LV1RVyuRyLFi3C33//jYcPH4KmaaMXcIZh0KpVK7i6unICSIMGDdCuXTtcu3YNq1evRnJyMiQSCRiGgVqthkKhwMSJE7Fx40Y9Xy6tsJiQkICXL18iPT0d9evX5z6/cOECli5dikOHDkEsFmP8+PG4evVqjtq9zydWpVIJLy+vHDUNptYcaa8H+DRBDx06FH379kW1atVM1kduKBQK/O9//8OBAwdw/fp18Pl8EAQBhUKBqlWrIi0trcSfZ7FYjIULF6Jjx44mbTcjIwMrVqxA3bp10bhxY9SqVQskSWLdunXYunUrGIaBr68vGjdujNq1a6NmzZomFwpNzfPnz7F582ZER0cb9IvL6d3l8/kgSRLOzs549+4dZDIZeDwerK2tsW7dOi6qlGVZnDp1ClWrVkXdunX1zHE9evRAcnJy0VycAbQpZUaPHo3Ro0cbpenr2LEjOnbsiFmzZiEmJgY//vgj0tPTodFowDAMzpw5o5dWRaVSITo6GuvWrYNYLMbixYuNEgJVKhWaNGmSa1AVj8fbKpPJxhl3xeaHxQpk/zny35k9e/aXPXv2tHjbcTm67N69G6tWrTJrDdnnMAyDDh064Pnz53j69Ck+fPgAOzs7hISEYO7cuRg0aBCmTZsGuVyOESNG4NGjR4W+PpqmcfXqVTx79gyjRo3Chw8foFKpQJIkJwiNHTsW3t7eOHnyJC5duoS3b99y33dwcDAYNRUTE4Pp06dDo9EgODgYPXr0QJcuXQyOQeu6wbIs/ve//6FChQrcZ/7+/vj333+LNfJQawalKAp+fn549eoVQkJC0LBhw2IbQ0ZGBi5cuAB7e3s0bdoU9+7dwzfffFPiAhkA9OvXr9gqHezZswdLlixBjx49sHjx4mLp05SwLIuWLVtCLpdDrVYX6jnWbkCmTp2KoUOHIjExEcOGDYNAIIBSqcTWrVvRtGlT7vxz584hKipKJ0ltccAwDJycnLB8+XLUrFkTFy9exP79++Hm5oYOHTqgcePGEAgEyMrKQuvWrSEQCFCtWjU8ffoUMpkMJEmiT58+6NixI5o3b56j/y/LssjIyMiXYN60adNc50ySJNVqtboJy7K3czzJjCmcsbsEIUlybPXq1V169OhRLoyVQu7cuWNRwhjwyVE1KiqKM2W2bdsWAwYMwIwZMwB88r+6e/cuFAqFSYQx4NNu/MaNG2jSpAlmzpzJRaWq1WpuHF988QWaN2/OlUd69eoVYmNjERMTAycnJ702z507x0XPAZ+CKwYPHozFixcjLCxMT1vAMAx27NiBJ0+e6AURrF27FgMGDIBareZKraSkpOTrGrMLl8acq/VJGzlyJDZv3sz93aBBA8yfP79YzJjW1tY6BdDNqS7r5cuXi60vJycnuLq6Yu7cucXWpykhCAIeHh5ISEjAxo0b8c0330Amk4Fl2XxreLXZ5tevX48///wTFSpUgEql4uaB6dOnIyoqitOUdezYEVevXi2S68oNmUyGf//9F4MGDeL8PyUSCeLj43H06FGoVCo0btwY9evXh1AoRGZmpk4VA4Zh0KRJE/j4+OTaD0EQ+daSVq5cOcck1gDAsizJMEwkQRANWAvUNlmkhowgCAeapv/ds2ePlblE6JRjWvz9/ZGUlFTSwygQFEVx5iqtyUo76f6nVjeZnxGPx0NAQACUSiVOnjzJLRZahEIhBgwYgAkTJhiVuPHcuXOYPn26jrDIMAzGjx+PESNG4O+//0ZwcDCysrKgVqtBURRatGiBRYsW6WjGsvPixQt8/PgR9erVw/bt27F+/XqjgxpomoanpyeXk66w+Pv746effir23HaPHz9G7969IRaLoVKpStTPjKIonDhxwqh0A4WFZVmoVCqzjJI2loSEBM78HhMTw5WaMrRRMLaoOkVRehsyhmEwcOBATJ48mTsWFhaGQ4cOmeAqTI/WV9BQWht7e3scO3bM5GbpBQsWYP/+/bmeIxKJVBKJZATLsrtN2nkxYJFpL0Qi0fLevXsLyoWx0onWEdZSUSgUkEgkyMrKQmZmps7Eq1QqTboYazQanD17Fq9fv4ZUKtVbDKRSKQ4cOAAfHx/8+OOPeQpCe/fu1VtkZDIZtm3bBplMhlq1asHJyQlqtRo8Hg8KhQLx8fHw9fXFsmXLkJqaqtems7Mz3N3dQRAEWrRoAeDTZG4oCjJ7mSbt/wEBAUbfD0NkL2V0/PhxTJo0qdjLLjk7OwP45PRc2Ci8wkKSJOLj44ulL4IgLFoYAwBPT094eXkBADp06IChQz9V61Gr1TrXJhaL0ahRI6M2Poa04zKZDHv37sWDBw+4Y8ZuXEoCqVSaYy7F9PR0zJw50+SuCi1atMgzlY9EIuFTFLWeIAgrk3ZeDFicQEYQRG0AQd9++215VGUpJSUlxSLqAZoDQqEQ79+/zzV7f1ZWFmQyGU6ePImbN2/m2t7GjRvRrFkzvVxIKpUKhw8fxrJly7ioOa25Ri6XQ6VSISIiAu3bt881MWj9+vW5kkjAJ0HF0dGRS8OgDfWvX78+51uzZcsW+Pn5FThVQ3azkrYw+ezZswvUVkFhGAb79u0DgByjVIsDiqJAkmT5+1UIpkyZwv3t7OysI5StW7dOJ/9ffjWxcrkc06ZNw9ixY3H06FGT5TgrbpRKJa5fv44xY8ZgzZo1uHLliknarVChglGpkBiGsRYIBJPzPNHMsLi30srKauWoUaMEOZlHyrF83rx5Y9Y7Q3OiQoUKWLbMuMohMpkM586dy/HzxMRE9OrVC+/fv4dQKOT8niiKglqtxo0bN3Do0CGDv422KkF8fDwePnyYq1lBa7aTSqV48eIF3r59C7VajR07dmDUqFEAPvmtXbhwAYsXL0br1q0xZswYky1OBEHg77//NklbxqBSqbBr1y6T5XgqDDweD82bN9fxbysnf/B4PM63y8rKCq6urgA+5fGqWLEi/vjjD8ydOxd9+/ZFxYoV8+U/yNjaIoNmcOPGDfz0009mEQRSUGQyGeLj4/HLL79g0qRJJin5tnr1aqO0bunp6TwAMwmCsM/zZDPCogQygiCa8ni8DoMHD7bYYIRy8sbDwwOHDx8GwzBmV8fS3EhJScGMGTOMylfEsiyOHTuG3377zaBp8fDhw3j79i3++ecfvH//Hmq1GnZ2dhg7dixOnDiBkSNHYtGiRVxNy+xoNS4ajQYTJkzA0qVLceTIEYPj+HwzxTAMKlWqBI1Gg5CQEMTHx0MkEsHGxgZ+fn6YMmUKqlWrhg0bNsDBwQH29vaFymYul8tRqVIlpKenF7iN/LBy5UosX75cJyVKcaH1Z8yuxXF3dy/2cZQ2rKyssGTJElStWhXTp09HnTp1cP/+ffz1119wcHBAt27dEBYWhpMnT8LJyQkMw+Rpuq1UvwFGxV7HwGMnQdrYgKIo+Pr6wsbGpsTN3PmBYRiIxWLY2dmBYRiwLAs+n28wmju/GApCygmBQMAwDDOv0J0WIxYlkFlZWa2dNGmSMHu9vHJKJ25ublizZo1FFGouadRqtdH1AzMyMrBkyRJ07twZ/v7+2LJlCx4+fIjo6GgcPHhQxydErVbj3bt3qFGjBt6+fYtTp05h7dq1OhFVWliWxfv37xEWFoasrCwolUosXLgQL1680DvXzs5O53+ZTIY3b95gwoQJCA4OznHhatu2Lc6fP4/z58+jatWqRl1vTty+fdukWrecOH/+PCIiIuDo6Ijp06ejbt26xbrJUCgU4PF43O9aq1YtjB49utj6L62kpqbi8uXLOHv2LEJDQ/Hy5Uv07NlTrxSYWCzG/v374eHhkWvt2np9+mHEpauwc6sJSepbkP9p1ZycnPDHH3/A09OzREoq5QetIDZu3DjExMTgzJkzGD9+PEQiEaRSKVasWFGo4uksy6JmzZpGvz8SiYRQq9VjCIIonkSEJsBiBDKCIDqKRCKPvn37lqtMygja4rOWtDu0BLTOuElJSdiyZQsGDRqEmTNncp9n9y+ytrbGvHnzMHr0aERERCAlJcWgQ7JKpeJqbmo/J0lSx7ypNXvmtrBoizrnhZubW6Gei5CQEDRr1qzIBTLthuLt27dYtmwZ7t+/X+ybjOy/15w5c8r9xwrJxYsX0b59e5w4cQIajYYL3omKisKxY8f0zhcKhUhMTDTYFsHjoX3YAvTfdwiUlRVu74nAzg5tkPHfRkYikcDOzg7bt29HcZcGpGkazZs3B0VRuQYqfC6IjR49GiKRCBRFYcSIETh9+jR69uyJDx8+YPXq1QUeT2RkJMLDw/NVEo0gCFokEhnn02EGWMSbSRAEIRaL10+bNk1s6RE75RiPQCBA165dy/3JihClUgmpVMrdY6FQyE2+IpEIbdu2hUQigUQiyVV4USgUiI2N1dHUKZVKHW3Y/v37MXbsWFy7di3HscyaNStPgWHhwoU4e/ZsgZ8LgiDQsWNHTJs2rcjzg3Xo0AHNmjUr0j7ygiAIuLm54Y8//ig3V5qAatWqGXxG1Wq1wbxh9+7dM5ivjK5QAUG/HYPPzNnQqFQ4PS0Uv48cCtV/75BareY2LwRBoGfPnkZFcJoChmGwaNEihIeH4/Tp0xg2bBisrKyQ3TqVkyD2ORUqVMD8+fNRqVIl7Nq1CwkJCQUa04sXL3RSCBmDQqGASqXqQxCERTz4FiGQAehXqVKlLzp37lzS4yinmImLi7P4sHlLQiaTQSqVgqZpLFy4EDdu3DBKi6RNlJkdjUYDK6tPkedyuRwbNmyAXC43aF7l8XggCAI//PBDrv3cvHkT+/fvR79+/bB7926DC4AxYxF+n1oAACAASURBVN28ebOeAFlU2NjY6JhZitNkyefzQVEUunXrhurVqxdbv6WZS5cugSAIgxraO3fu6GlAK1asCIVCoTOPOdSti1FXrqG2X3dIUlOxp0cXxK/V1x41atSI+zuvRKumxNPTE9r11t7eHt9++y0uXLiA77//Hl988YVRglh2SJLEtm3bAICrZZlfPnz4ACD/qUBUKhUlFovX5LvDEsDsBTKCIPgikWj1zJkzrcpV7WULpVKJqKioQvkdlJM/tIsJQRD47bff8O7dO6O/+7ngJhaLOeHjwIEDOe5sGYZB69atsWHDBuzYsSPXPurWrYvo6GjMmzcPHh4e2LZtG2iahrW1db4E9xMnTmDcuHGIiIgw+jsF5eXLl9x9FQgExSaQCQQCdOjQAcePH8e4cRZb3s/saNOmDQQCgUHBQKlUYsOGDTpCmbOzMypUqAClUgknJyfU9e+NkZfjYV+7Dl7fvoWI9j54evGCTjt8Ph/+/v465jkXF5ccky+bmhs3bujl6qNpGr1790ZUVBRiY2ONEsSy4+bmhhYtWkCtVuO3337L95gK6l6g0WigVqu/IgiiZYEaKEbMXsLh8Xgja9euXaFlS7O/l+WYmD/++ANnz54t6WGUSWQyGa5fv14ofyft4iGTybBp06YctVEymQxv375Fq1at8pzghUKhjkN/o0aNcO7cORw7dqxAvlGvXr3CwYMHIZFIoFQqDQYhFBZvb2/ub4FAwJmvSJIsUkdtiqLg7+9fLBn5yxJubm6wsbGBQCDQ+/1kMhl27dqFyZMn62xApk6dCi9vb0w+cgwBB46AtrFB4oF92PFVK6Q/TdbbTPB4PAwZMkSv7/bt2xeLD6BAIMgxdxhBEAUewxdffAEAnOY8P/To0aNAGnEAkMvlArFYvIEw87B9sxbICIIQURS1ZMaMGVZmfh/LMSEsyyImJiZHX6NyigeZTFaoepta/7F9+/blqeV88uRJgXODVahQAQ4ODujZs2e+Hf0PHjyI+fPno3nz5vDx8UHXrl11iq+bgo4dO4KmaW4h045RIBCAJMki82PLyspCZGRkkbRd1gkMDESXLl0M+nRJpVJcvnwZgwYN4jTMXXr1wsiTZ5DeuBlYjQbnZs/Eb0MGQimRQCaT6VXvcHd3R7Vq+sGBHTp0KJZoy6ysLPz+++8mb9fa2hoAsGrVqnynnWnZsmWB3Vf+21g2ANC1QA0UE2YtkAkEghBvb2+6YcOGJT2UcoqRtLQ0TJ482SR5a8opORwdHSGVSrFly5Y8fbXkcjlXCLygjB07tlDaA61fy7fffmvS6MsmTZrg2rVr2LVrF1fLlM/ng8fj6RSXNiU8Hg8kSZanjSkixo0bh8WLF6Nv374GBWq5XI5Hjx6hX79+uJvyGudc3PDSygYCtRqnhg9G7M9LuXO1Jnet9kckEnEJkrMjk8kQGRmZr4LmheHq1asmr7mqdWPIyMjAjBkz8vV8kiSJgICAAgtlWVlZApFItIEgCLOVe8x2YARB2PJ4vFlTp04tTzpWxsjIyABN0wVy/CzHfLhz5w7atWtnlBMuy7KIi4vDq1evCtyfk5MTOnbsWGiTTmJiIhYtWoSVK1fi3r17hWpLC4/Hw+jRo/H+/Xtt5Bc0Gk2RFRnXaDQQCASoUqVKuQ9mEfHw4UNERkbmKFCrVCpUbOaFPz2aIp1mYCOXwffpY1TK+JSxnmEYWFtbY/LkyWAYhpvvaJpGmzZtdNpKSUlBUFAQrl69WiyBKMAnPzZDUaOFgWEY8Pl8KJVK/Pnnn1w5MWPp379/oXwwSZJ0ATCgwA0UMWYrkNE0PaNz587k54n2yin9ZGZmWnyuJIqiLP4aCsvr168h+c8kkxckScLGxiZfOYYMMWHChEJF5WYPQtixYweePn2Kt2/f4ueffy70BqFfv37c3xRFFfnCKpPJcOLECQwYMADv378v0r7KGunp6Rg3blyuv2HraTMx4MhxMBUq4p9jR/Fh1TJYKxVo1aoVKIrCsGHDcPbsWYhEIq5EEk3TGDhwoE4uvocPH6JPnz548uRJkQnwhsjKyjKYV60wCIVC7tpkMhlWrlypU0w9L5ydnVG3bt0C95+RkcEXCoWrCIIwy+SWZrliEARhA2DiN998Y96picspEjIyMkp6CIVGo9EUeY4rc+dzcwRN07CystLzuxEIBHBycsKBAwdQsWLFQvVZtWpVrrBzQfh8zHPnzsWoUaOwe/duBAUF4fXr1wVuOzAwkPu7uIpGq1QqJCUlFUrzWI4+CQkJeP/+PcRisd57LhCL0W/vAXRYsBgEj4cL8+Zgf2BfLP3pJ7Asix49euDy5cuYOHEiRCIRHBwcuM2bNrL88whHW1vbYstBlp3Lly+bVMMqFAp1NqoymQzffvttvjY7Q4YMKbBzPwAIBAI7AAEFbqAIMUuBjM/nT2jbti3h4uJS0kMppwRIT0+3eN8XtVpdHt32GdrC1l27duUWF4qi4Obmhn379sHR0bHQfaxatcpkpm4+nw+JRILk5GSQJInk5GQcOHCgwO3Z2trC1dUVrVq1gkaj4bRxWq2gMRUK8otarQaPx0NYWFixCYFlgbZt2+LatWsIDw/XCSSxr1kLIy7Gwr1fAOTp6djXtycuL14AsCxsbW1BEARIktQRKFq0aMH9rdFo8PLlS4SFhXHHateujePHj2P+/PmoXLlyobXI+YEkScTHx+f4uUwmw7JlyxATE2PUe2eoPvGrV6/ytdHp0KFDod6V9PR0vkgkWmSOEZdmJ5ARBCHk8/kzgoODy33HyiiZmZkWv3gwDIMxY8YUaidn6WjnO+09kEqliIuLQ79+/cDj8cAwDBo1aoSIiAiT5FeKiopCRESEyUyBWt83jUYDlUrFFTsvKHZ2djh+/Djs7OzA5/O5TYdUKoVAICiSZ55lWSgUCty/fz/PHG/l5A+BQIAGDRqgcePGIAgCX/p1w8gr11C5YSOkPriPX3y88fDEce58Q1GTwCfBv1u3bjpass/90ng8Hrp27YpTp05h1qxZxVZOLisrC3/88UeOnyuVSkRERGDWrFnw8fHBwoULc91Mfy6QCYVCjBs3Tq8GaG5QFIU1a9YUKtqUx+M5A+hW4AaKCLMTyHg83ghPT0+yTp06JT2UckqAtLQ0XL9+3SLLJfH5fK70kFAoRJcuXXJ0QNUeJ0myREwRhUW7eGgFK0OwLAuapuHi4oKGDRtyjssxMTEgSRKtW7fG1q1bTbLjv3r1KubOnWv0+RRFoWLFiggODtYzcfJ4PINVB9zd3Tlfn8Iwf/58vUStRe14r9FocP369SLto6zSvUcP9F6yHIFHjoOxtcXDE8ex3ac50j7zjfryyy9zbKNfv37cPCAUCjF48GCD5/H5fLRv375Yqz1cvnw5x8+sra0hFouRlZUFpVKJo0ePYtOmTTmeLxKJuI0HTdNo3749JkyYkO8xeXl5ISQkpMBCWWZmpkAsFi8u0JeLELMSyAiC4NM0/eP48ePznzWuHIvmypUrGDlyJNq3b4+TJ09ahED2uVBSu3ZtbN++HbNmzcL48eNB0zQ30QqFQggEAri6ugL4f18ltVoNuVxucUKZRqMBn88HwzCgKCrHiZEgCLRu3Rp79+7Fr7/+ijZt2uDYsWM4cuQIVq5caZKyWFFRUZg0aVK+HJ4VCgVkMhlcXFywYcMG7v7zeDxoNBqDqQWuXr0KDw+PQo9XIBBg3LhxCA0NRa1atYo8r5R28Q4NDS3SfsoiKoKA4+hgNAiZAhAErG/dwOEB/SD/LMeWUChEbi447u7uXI4uKysrNG7cWO+c9PR0vH79GnFxccXmn8owDAYNGpTrOc7OztzfMpkMO3bswNGjRw2e26hRI3z11VcgSRL16tXDggULCixcfv311+jcuXOB3x+NRlOXIIg2eZ9ZfBDm5KtDEMQgd3f3zfv37y8XyMoYS5YswaNHj0CSJJ48eYLU1NQiyc9kagQCAZRKJQYPHowpU6bomRI+fvz4f+ydd3gU5drG75nd2ZltCaQ3QhJKQAQUCEV6LyIoLcihKMUDfIiKIngAD4IgqKCgoiiKoUoVFERiqAKCdFARkAAJIQmBkLptdme+P0L2ENI228v7u65zHbM7886zITtzv0/FqVOn0KBBA9SqVQv79u2rkSfHE+A4Djqdzvy7ePj16dOnY9GiRVi/fj0aN24MoETM2asC9Y8//sCoUaNqLOCVSqX5nEOHDuHgwYOYOXMmaJouUwFZ2str9uzZaN++fZkpAfbg7NmzGD16dLnXpVKp3Tcls2fPRmJiol3X9GWKpQyORkQjj5NDKpjQOisDtbMz0a5du3JhO5VKhRUrVlQotEpZsWIFPv/8c7zyyisYP358uffnz5+PLVu2gGEYp9wbOY7DuHHjMHHixCqPmz17Nnbv3l3m75VlWSxfvhxPPfVUheecPXsWDRs2tKkAByjxLP/rX//C1atXrfq+KJXKI0VFRW4jytzGQ0ZRFK1UKt+dMmUKEWM+yMyZM7Fq1SosX74cJpPJI8QYUHJD4DgO8fHxFeZ1lN48582bh65du2LRokUusNKxPCrGKIqCQqHA559/DpqmwfM8zpw5Yz7enu1A6tevb1VlZnh4OL744gtzyLRfv354//33AaBMDpogCAgKCsK2bdvsLsaA/4WxHvUSGI1Guyf5O2Nup69wR65ESnQ95HFyqAx6dE9LRVRRAZRKJWbNmlXueJ1Oh/r161e55oABA8BxHJ599tkK37927Zo5J9DRcByHiRMnVivGAGD69OmIj48v4+XX6/V49dVXK21p8eSTT9osxoCS++vHH39s9T3FaDS2oSjqCZsNsRNuI8gAPB0UFBTkzIn2BPeisLAQo0ePRl5enqtNqRE6nQ5z5szBO++8g2PHjqGwsBC//PILJk+ejI4dO2Lu3Lk4ceIEDAaD1za7fdgzJooiVq9ejVatWpkbP27ZsgXdu3e3ex4Tx3FYsGBBjcMW2dnZOHnyJF5++WUUFhaCoij06tULiYmJZdZSKBRYtmwZ5syZY1e7H15/2rRpYFnW3P6j9OFizyR/qVSKhQsX2m09X0UEcKVWAA5FxUAvlSKsuBA90q7B3/C/cHmpyJbJZGahrVarzSHJyoiKisLhw4cRFBRU4fu3b9+2z4ewgLi4uAqnBVSEv78/1qxZgw4dOpT57mi1WqxYscJRJpqJiIioVuxWBs/zjFKpnG9nk6zGLQQZRVGUSqVaMGXKFDKz0kfJyclBYmIirl696tTmh/Zk+/btmDZtGjp06IA5c+bg119/9WoRVhkSiQSnT59GRkYGrl+/DgBITU3FnTt3MHnyZKu6f3/77bf4+OOPcfPmzTKvi6KIOnXqICoqqkaVZ1qtFt988w10Oh22bdtmtvs///kPPvzwQyiVSnO48saNG2jSpEmNbbaUkSNHQqVSged5ZGZm2n00jlwux2OPPVbpg55gGSaKwsnQSJwLiYBIUWiUm4MOGTche+TfKzY2FkuWLIHBYDCHLsPDwy26RmUFLqIo4t69e5WeY+88xLt379boeJlMho8++gjDhw8vY4uz+t8lJiZaVRwkCAIMBkNviqKsU3R2xi0EGYBOcrk8rmfPnq62g+AC0tLSMHToUKSnp3v0mBdBEFBcXGz+f0/G2o0RwzBo3LgxEhMTy3T5Ln0w6XQ6TJ06tcrKrUfR6/X47LPPkJSUhMGDB+PZZ5/F3LlzMWTIECQkJGDQoEHIzMyskUfJaDSah6cnJSWV6WTfuXNn7Ny5E40aNYJWq8Vff/1l8brWwDAMkpKSMGjQILuvLZFIoNVqcevWLbuNgfJFNFIpDtSJxQ3/2pAIAtreTkOzu9kVPkD9/f3Rq1cvNGvWzPyarT32CgoKwPN8uTA2x3EYMGAAxo0bZ67wLsWWkHdubm6NQ6MUReH111/H9OnTzXZUJiLtTa9evWzxKDNyufy/9rTHWtxCkKnV6gWTJ09WOKIxIsH9+eabbxAVFYU6der4/Lghd4DjOPj5+dW41xFN0wgKCsIXX3wBhmGwdevWCm/qOp0Or732msXD4w8fPgyJRAKj0Qi9Xo9r165h27ZtuHz5MvR6PXQ6HYqLi61uJpybm4tOnTpBo9Hgxx9/BM/zCA0Nxfr16zF+/HioVI5Pa42OjsY777yDCRMmmJuH2oPSh1Rubq5NTW19mRxOgV+i6yOXU0DJG9A9LRXRRQXVnrd+/Xps3boVv/zyCxYvXlzt8VXBMAy6dOlSRnRwHIfExETMmjULEydOREpKCkaMGAGO48CyLFq0aGG154xhGLPnuKYMGzYMy5YtA0VRuHPnTqXHffPNN3ZLYVCpVHjiCetSwXieB8/zwyiKsn+SaA1xeZUlRVEt/Pz8jhw4cEDu66NmfBGe59GiRQsAJZU5giB4tJfMG+A4DgqFArm5uWBZtsIQckVVgGq1Glu3bkVERAT++OMPjB07ttwImIdhWRYLFy5Er169qrRnwoQJOH78eIXv2bMaMSIiAtnZ2ejSpQuWLl3qks3ByZMnsWbNGhw8eNCu69I0DYZhMHToUMyYMcOua3sz1/xr42xIOASKRoimCO1up4MVXNe0OiUlBe+++y7y8/Px4osv4uWXXy7nzc7NzYVer0dISAgmTpyIM2fOWFUI4O/vj3379lndkufy5csYMmQILly4UKHHvV27digqKqr0/ZrwySefICkpyep0lwf90ZbrdLpXbDLERlzujlCpVP+dMGECS8SYb/LNN9+Y/1uv1xMx5gbodDrk5uaC4zjo9fpywoTjOAwaNAi9evVCRESEuR/ZV199Za5E3LZtW7U3R71ejzfffLPK2aX5+fllKjQfRSqVmj15tgqoO3fuwGQy4fDhw1i2bJlNa1lLQkICJkyYYP65ukRwSyltNZKTk0O+YxZgoiicConA6dBICBSNhvfvotOtGy4VYwDQo0cPJCcnY926dZg6dWqFQiYgIADh4eGQSCRYtmwZmjVrZpWo0uv1GDlypNXzW+Pj43Hx4sUKbeR53txANiUlxar1S7l79y5Wr15tU+6xRqOBIAj/pijKtmG6NuJSQUZRVDjP870HDx7scmFIcA2kqtZ9KW3/8HCSOcuy6NatG2bPno0lS5Zg7969OH78OFJSUsyJ76dOncKuXbssSk5XKpVVhgSPHTsGk8kElUoFlUoFhUIBlmXN4kun0yE6Ohosy0IURZtGypR62nieL9Ps0tk0a9YMFy9exMWLF9GtWze7ravVarF3715kZWXZbU1vRCuR4mBULFJrBUAiCGiTmY4ncrJc7714gEwms7jIRKFQYPXq1Rg8eHCNw5c6nQ5Xr17Fs88+i6NHj1pjaoXo9XokJCSYe629/vrrNompkydP2qVRrkKhYCiKGmPzQjbg0pClTCab279//xnz5s1zbKtqglty/vx5LFmyBGfPnnW1KQQLiYuLw+bNmyvccYuiiFWrVmHlypWV3mBZlgXP82axFh0djccffxzFxcV47733ynmEDAYDLl++jOLi4nL/KywsREFBAbp27Yo//vgDV65cMVe22kJpeK99+/ZYunSpQ4Z+W8rOnTsxe/Zsu6757bffomXLlnZd01u4x8lxNCIaOikDBW/AU7fTEKC3z2xUV2I0GjF69GhcunTJqhA/x3GYOnUqRo0aZbMtoijiySefNOfDcRyH8ePHlxsnVhUbNmxA27ZtERcXh1mzZpUpILIFuVyeqdVqI0UXCSOXCTKKoqQcx91Zt25d7apmfBG8l8WLF2PdunWuNoNgAVKpFMHBwVi/fn2lFWNffvklPvnkE0gkEtA0DYlEUqbJKsdx6Natm3kIsUajgUwmg16vB8MwiI+PR1JSkk273eeffx5//PGH1ec/jFwux7p16+Dqubo9evRAYWEhBEGwaXA6wzCoX78+Fi9eXKNhzr5Cql8tnAmJgEDTCNIU46nMNHAOGPjuKnJzc/Hss8+WqSiuCQ0aNMD27dvtYkuHDh2Qn59v/lkmk6F///4YMWJElTM/gZLpHKNHjwZN03jxxRexdevWGrfpqAyVSsUXFRX1EUVxv10WrCGu9MI+ExMTIyVizHe5ePGiq00gWIhEIgHDMFWW7z///PPYuXMnfv75ZyQnJ5cbozRz5kwsXrwYXbt2hdFoBE3TZk8az/O4dOmSzTvdMWPGgOO4KpOEH36vslmaFEVBr9fj/PnzNtljDzZs2ICPPvoI/fv3tykkW/o7HjBggB2t83wEAGdCwnEqLAoCTaP+/Xvocuu6V4kxoCS3bMWKFVYn6Vsr5Cri0ekaBoMBO3bswMiRIzF48OAqezd+/PHH5orrb7/91q6NxB8MHX/TbgvWEJcJMrVa/eYLL7xgn4xVgkdy/fp1l4aDCNUjkUggk8kwbNiwasvg1Wo14uLiEBYWhqCgIAQEBEAqlSIkJATr1q3D4MGDAZSUqG/evBkDBw40l+izLIuJEydWOjbGUnr37o3ly5ejtKdhRd42URRBURRkMhl4ngfDMOWEDsMwEATBqia29iYkJARPPfUUQkND7VJRSrzS/0MnkeBQVCz+qRUIWhDQKusWWuRkuk2+mL15/PHHMWPGDKvaYRQUVN/qw1ICAwPLvVbqAU5PT0dycnKF512+fBnnzp0r09fQ3jNfDQZDV4qiXJJE6pK/O4qi4gVBaE4awfouoigiIiLCruNhCPajNOS4aNEi7N69G2+++WaNb+LNmzdHu3btsGPHjnJhiLi4OLzzzjs4ePAg3n77bWzatAkTJ060yQMElHi22rVrh0uXLoHjuErzyURRBM/zUKvV+PDDD9GlS5cyn4+iKLRt29buHdBt4YUXXrBYsFbmBWEYBjNmzLC4B5w3k8tySImuhxyFEnIjj663riOuwLPGtlnD0KFD0bNnzxp7ykq9UvYgNDS00ve0Wm2lm4YdO3Y4fJanRCKRMQwzyaEXqQSXCDK5XD41MTFRSlpd+C4URWH9+vWuNoPwCKVjWAYMGICNGzeiT58+CAsLs2qtpUuXYsWKFVW2blAqlRgwYADq1atnrckVMnbs2GqPKd1lx8TE4KOPPsInn3yC4OBgc++1nJwct5r/yHEc5s+fj0c3so8+WEvblZRSGqItDeXGxMQ4ZFC6J3FT7Y8DdeKgYWQI1GrQ4+Y1BOoq75nnbcydOxdRUVE1ilCwLGu3zvvVVTHfuHEDN27cKPd6YWGh1Q2gLUWn04GiqJcpiqo4n8GBOF2QURSlFAThhcTERKd/WIJ7kZmZCYVC4WozCCh5aAcHB+M///kPDh06hPnz56Nx48Y2r+kqhgwZgilTpiA4OBhyubzSHmWFhYUYNWoUbt68ibZt2+Knn37CiBEjwDAMrl275pYtIpYsWYLZs2fj22+/xfHjx9G3b1/zcPLg4OAyVZkMw5QJ7xgMBhw9ehS//PKLwx9s7ogA4FxwGE6E14GJphGXl4sut65DbrJv2Mvdkclk+OKLL2o0/1Eikdgteb6q3oJAyYSJrVu3lnvdWXOOWZZVABjolIs9hCs8ZMOffPJJwdd3aAQgIyODjEpyE0RRBMdxePbZZ71GJI8ZMwb79u3D6tWrMWzYMKjVaiiVynJCsbCwECNHjkR6ejo4jsO0adOwefNmJCQkOG04ck2gKAqJiYlo2bIllEolZs+ejcjISLRo0QI7duxA37598e6776JPnz5YunRpmXMTExMhkUiwcuXKKqcoeCN6WoLDUTG4UjsIlCiiRXYGWt25DYkPClMACAsLQ3x8fI02TvbwkJ04caLauapGoxHbt28vkx9WVFSEq1ev2nx9SygsLJSqVKq3nHKxh3Bq2wuKoiiVSnXlgw8+qE8aghK2bt2KxYsX21TKT7APHMdhwYIF1Y4xcjb5+fmYOXMmtFothg4diq5du1YoGO/evQuVSlVlzpfJZMKZM2ewbds27N+/HzRNm4fAUxSFWrVqYcOGDYiKinLY53EURqMREomkwodrnz59kJGRAaCk958vboLyZByORkajmJGBM/JodzsdwbrKK/l8gcOHD+ONN96wWJhzHIcZM2ZgyJAhVl9TEAQMHDiwwnDkoyiVSrz//vvo1KkT/vzzT0yZMgUFBQUOzyErhWVZXq/XNxdFsWr1aEecLcjaBAUF7du3b5/SF28KhBLef/99rF271tVmEB4gl8vx2WefISEhwdWmlOHKlSuYMGECCgsLwfN86bw5dOjQAYMHD0a7du0glUpx9uxZvPTSS2jWrBm++uoriwQHz/M4evQotm3bhmPHjkEqlUKj0UCpVGL79u1elWOVn58PhmHAsqxPVjWnqfxwMiwKJppGgE6Dp26nQWHnyjxPw2AwoE+fPsjJybH4HIqiMHToUMyZM8fq62ZmZqJ///4Wi6qQkBAMGDAA69atc/rG/UH19ZcajcbyjrU24lRBplart7z00kuDXnzxRaLGfBRBENCmTRviFXMDaJqGSqXC6tWrXd78tCI2btyIJUuWVJg3olQqAQCdO3fG/v37odPpwHEchg8fjtdff71G19FoNDh48CC2bNmCU6dOASgZx+JOFZaEmiMAuBgUissBJb3zYvLvo6UPhygfZuXKlVi1alWN78MKhQK//vqr1c2beZ5Hq1atLBqrVgrHcS57XkilUr3RaAwSRbHIGddzmiCjKCqIZdn0lJQU7tGmcATf4sSJE+Y5ZgTXIJVKERQUhKSkJLf1BhUWFqJr165VJvJSFFUmOZ3jOMybNw99+/a16pp5eXlITk7Gs88+a5f5eATXYKBpHA+vgyylGpQo4omcTNTPy4Xrykzch+zsbPTv398qkaNQKDB37lyrv18A0LFjR7s2c3Uk/v7+pvz8/P8TRXGlM67nNE8VTdP/6ty5s0DEmG+za9cuTJ8+3WsSxz0RqVSK2NhYbNmyxW3FGFDSaLZv375VhiAf3VDqdDq8/fbb+Pvvv6HX62v80KlVz3ZXEQAAIABJREFUqxaGDRtGxJgHky9jkRJdD1lKNVijEZ1v3UADIsbMLFiwwOpmqhqNBklJSTZd39o2Oq4gPz9folKpXnPW9ZwmyJRK5cRBgwaRp7APo9PpMG/ePNy/f7/K0RgExyKRSLBkyZJy40vckaFDh9a4gaVOp8Pw4cORkJCA6dOnO8gygjtyS+WHfdFxKJKxqKXTokfaNYRoi11tlttw6tQp/PbbbzZ1t//nn3+QlpZm9fm1a9e2+lxXwPN8LEVRDZxxLacIMoqiGoqiWLdNmzbOuBzBDRFF0VwtR3AtjRo18pjh0tu2bbNqmoPJZIIoinYfq0JwT0QAfwSG4FhENIy0BNEFeeiWngqlka/2XF/BaDRizpw5NudjmUwmbNq0yapzT5w4UW0PMneDpmmZVCod7ZRrOeMiMpls9DPPPEPbOhaF4FmIomgub96+fTv27dvnWoMIUCgUHpO/d/nyZezevdumMvdLly5h69atyM/PB1ASclm1apW9TCS4AQaaxpGIaPwVGAJKFNE8JxNtsm5BSpL3y7Bp0ya79BEzGo3Ytm0beL5mYvf+/fuYNm2a05q72gutVgupVPpvygmdrh0uyCiKoqRS6fiBAwdaN2Ke4LFcuXIFAwcOxF9//YXU1FRXm0NAyfiTjh07utqMahFFEW+//bbNN+979+7h/fffR7du3TBhwgRMmzYNy5Yts5OVBFdTwMiwL7oeMlV+kJmM6JhxA/H375F8sUe4f/8+li9fbrcIhSiKOHjwYI3OWbJkicemqtA07Q/A4SE+Z3jI2qrVauVjjz3mhEsR3InLly9DFEVMnz4d3bp1c7U5Pg/LshgzZoxH9KIyGAyQy+Vo1qyZucWFtWi1WhgMBhw/fhwnT56s8fl5eXk1KtMnOIfbSjVSouuhUMbCX69Dj7RrCNOQfLGK+OCDD2rs0aoKjUaDuXPn1qiP2dmzZz02hUCv18s4jhvn6Os4XJApFIqxQ4YMkbtyrh3BNahUKgBAWloafv75Z+KZcANs6bLtTFiWxbfffotPPvnErp25S9eytN2PVqtF79690aVLF5w9e9ZudhCsRwTwZ0AwjkTWhVEiQVRhPrqnXYPKjoLDm/jzzz+RnJxsV0EGlIiyyZMno6CgoNpjRVF0yzFklmIymWAymZ539MBxhwoyiqIYk8k0/Omnn3b/LTnBrmRkZODdd981N9f8/vvvnTbyglAxjRs3hr+/v6vNqBG1a9d2yKgfSz1ee/bsgclkQlFRkcf97rwRnqJxLLwO/gwKBUQRTXOy0C4zneSLVUBSUhIGDBiA0aNHOyRvy2g04saNG+jcuTPat29vztOsiOzsbI/wzFcFx3EyAA6dLedoD1nvmJgYoU6dOg6+DMHdCAgIKNP9ned5fPzxxy60iHDjxg2cO3euRmEGV0NRFMLDw+26HmCZIBNFEV9//TX0ej0kEglWr15tVcUnwT4UMjLsi45DhtofjMmEjhk30fj+XZIvVgl79uzB9evXHboR1ul0MBqNMJlMVc6nTE1NhacX9RUWFjJKpdKhY5QcKshUKtW/hw4dqnbkNQjuiVwux+eff45mzZoBKHkA3r171ycHG7sLGo0GY8eORZ8+fTBs2DCr8qmcza1bt5CVlWW39UpDlQxTfeTh7t27SE9PB1Dy4Pn5558xceJE0rrFBWQqVEiJrocCloPfg3yxcI1Tptl4LPYOUVZHVSHJa9eueUWERK/X96EoymGaxmFPR4qi/AwGQ8/evXuTDYyPQlFUmZuCXq8nydEuRCqVgqZpGAwGXLp0CV9//bWrTaoSURQxa9Ysu9/IQ0JCLDouODgYY8eONYfddTodzpw5gxEjRiA3N9euNhEqRgRwqXYQfo2sC14iQURRAbqnp0LNe/7D3dE4M4Fer9ebNy8VcenSJa8QZAqFggbwnKPWd6S74rmWLVvyntANnOA4Hu17QwY2uw6NRlMml8TdC21++uknXLp0ye4iXq/XWzRLLzU1FUePHi1zfYPBgNTUVAwbNgyFhYV2tYtQFiNF4XhYFC4GhwEUhSZ3s9H+dhoYsqmzCGcKMqPRiDVr1lTa1uLy5ctOs8WRFBQUSNRq9f85an2HCTI/P79JgwYNUjlqfYJn8OiDTyqVYsyYMWAYhoQvXYw7C7L8/Hy8++67DgkPFhcXo2PHjrhw4UKVx0kkEmRnZ5eryBQEAdnZ2Rg2bJjTw0K+QpGUwb7oOKT71YJUMKF9xk00yc0h+WI1wNktJrRaLZYvX17he7du3XKqLY5Eq9U+SVGU/RJbH8IhT0SKosL1ev0TXbp0ccTyBA9BFEUUFZXN8xAEARs2bIAoiiR86WLcWZC99957DuvoLQgCpFIp6tWrV+kxV65cwdmzZ6HT6SpN5L979y7Wrl3rEBt9mWy5Eil16yGflUNl0KN7Wioii4k3sqY4uwBFr9dj69atuHr1apnXi4uLPa47f1UoFAopRVEjHLG2o8oeBnbs2NHIcRzpzu/DFBQUgKbpMjcGk8kEmqah1+shk8m8Iq/AU3FXQXbq1Cns27fPId4njuOg0+kgCAI2bdqE/Px8BAcHY+TIkeZjzp8/X+bnqrhw4QJ+++03tGvXzu62+hoigCu1AnEhOAwiRSGsuBBtM9MhIxs3q3jyySexf/9+UBTlNEEkiiJ+//13NGjwv1nccrncKdd2FgUFBZRarX4BwBJ7r+0QQebn5zeid+/etrXXJng89+7dKxeW5HkeEokEUVFRHt0o0BtwV0H28ccf2zwAuSpYloXRaMTy5cthMpkQGBgIrVaL8ePHQ6vVYtq0aRatodPpsG/fPnTt2hWiKLrt79MTMFIUToVGIs2vJOe48b07aHLvjnOGLXspH3zwAbKysvDzzz9j69atyM7Oduj3CiipXm7atGmZ12iaRmBgIO7cuePQazsTrVbbiKKoIFEU79pzXbv/vVMUpdJqta3bt29v76UJHkZkZCT0ej0YhjHvkhiGwaRJk/D444+TBH8X464CYs6cOQgICHBI3yKdTge9Xl/aeRtAycZh+fLluHDhAhYtWlRlg8tSDAaD+fc3e/Zsuwxt9lWKpQwO1IlD2oN8sXa309CUiDG7EBYWhhdeeAHff/89oqOjHZ63q9FoUL9+/XKvR0ZGOvS6zkapVFIA+tl7XUf86/R87LHH9Go1aT/m67Asi/379yMqKsqcGK1Wq7F+/Xr8/PPPKC4mc+dcBcdxaNmyJYCSHI9Lly7h9OnTLraqhPj4eHz//feoX78+WNaxWQ8URZkfUnPmzMGePXssCu+U/j2XisZz586RnEgruCNXICW6Hu5zcigNBnRLS0WdoupH8RBqBsMwWL58ucO/TwqFosIRY1Xla3oi+fn5ErVabVleQw2wuyBTKpWJffv2JWqMAACYMmUK0tLSzK7yWrVq4eDBg3jvvfeIh8xFcBwHk8mEHTt2oG3btujQoQNefPFFTJw4ER988IHFcx4dSUBAADZs2IDu3bs79O9EKpWaR7o8/HdqCaIomivZ3nrrLfTv35+0wrAQEcDVWgE4FBULvVSK0OIi9Ei7hloG70n+djciIyMxd+5ch36fNBoN9u7dW+71uLg4i5oxexIajaYzRVF2/WXaVZBRFCUxGo39unTp4p6xEILTmTx5cpnQU1BQELKysjB//nyH5zMQKkan04Hnefzzzz8oLi6G0WhEcXExdDodNm/ejHnz5rmFt4dhGCxatMjsyXMEPM+biwdsqUrjeR5xcXFQKknqbHWYHuSLnQ2JgEhRiM/NQceMG2AFMpbK0fTr1w9dunSBTCZzyPqiKGL//v3lNnUZGRleN3bsQdiyiz3XtLeHrE1wcLDXxYsJ1pGdnY2kpCQ888wz5l1ZaGgoPv74Y68qg/YmdDoddu3ahRkzZrjFDZSiKDRp0sRt891KEUURJ06cwODBg7Fr1y638DK6IxqpFAeiYnHdvzYkgoC2melofjeb5Is5kXfeeQe1a9d22Po8z+Ovv/4q89rBgwfdYpNnTwoLCxm5XD7Unmva9XvAsuygPn36eFeNK8Fq1q9fj9OnT+PChQuIjo42D4pu0KCBOUxEcD90Oh0OHjyIV1991S0an0ZFRbl9eFsQBOh0Ovzzzz+YNWuWRw1wdxZ3OTlSoushV66AgjegW3oqogurL6Ag2BeFQuHQfDJRFMtEP3Jzc72qwrKUB700B1F23C3aVZAxDDOsW7dunj3SnWAX9Ho9Nm/eDEEQcPPmTYSFhUGhUCAoKAg9evRwe4+Hr6PT6XD8+HFMmjTJ5d7M8PBwjxLwEokEwcHBrjbDrbjmXxsH68RCJ2UQrCnJF6utJykLruKxxx7D//3f/zlkoxMXF4cWLVqYfxYEwWunskgkEgWAJ+y1nt1+SxRFNaAoKqhJkyb2WpLgwezZs8ccttHr9fj9998xcOBA9OvXD3/++adHPWB9FZ1Oh3PnzmHs2LGVzqhzBhEREW4RPrUUnufJhuMBJlA4FRKB06GRECgaDe7fRedbN8B50L+ntzJmzBg0adLEru1lOI7DzJkzy/z9BwQEuIWn3REYjUaZRCKx27BxuwkymqYHdOvWzWuVMMFyRFHEqlWryjzEdTodtm/fjhMnTmDp0qUufcATLEev1+Pvv//G6NGjXVZBGBYW5nIvXU2gaZrkkAHQSqQ4VCcGqbUCQAsCWmfdwpM5WSRfzE2gaRpLliyxm5eMoig0a9YMTzxR1mFE0zT8/f3tcg13w2AwgOM4u7W/sNt3Q6VSjejZsyfJHyPg/PnzFeYM6HQ6bNq0CQUFpM+QJ2EwGJCamooRI0bg/v37Tr++TCaDQqFw+nWtRRAENGvWzOnDnd2Jew/yxe7KlZDzPLqlX0dMQZ6rzSI8QmBgIMaMGWOXqkuZTIYZM2ZU+F5QUJDN67srBoMhiqKoKHusZRdBRlFUgE6ne7xNmzb2WI7g4axatarSlhbHjx+HVqt1skUEW+F5Hrdu3cLw4cNdkrDuSTlZEokEcXFx2L9/P37//XdkZ2f7lDi77lcLB6JioWUYBGmK0TPtHwToyXfeXRk8eLDNa0gkEnTo0AENGzas8P2IiAibr+GuyOVyCYD+9ljLXh6yvi1atNC7eyUUwfHk5eXh119/rTRk422DZn0Jo9GI7OxsJCYm4vbt2067rl6v9yivqiAIyMjIwNtvv43JkyejR48e+O6771xtlsMRAJwJDsfJsCgINI16efdIvpgHEBwcjFatWtm0hlwux6BBg8q9XlBQAI1Gg3Pnztm0vjtTUFBAq9XqUfZYyy6CTKVSPdO9e3fSnZ8AuVyOoKCgMomiDyd4Eu+YZ2MymXDv3j0MHz4cN2/edMo1P/nkExQVFTnlWvZAFEXo9XoUFxebc98iIiKQn58PvV7vlfllOokEh6Ji8U/tQNCigFZZGWh5JxMSeN9n9UZGjx5tU1qAKIowGAxlXsvOzkanTp0wZswYr28CrtFoWlEUZXPc1y6CTBCEbq1bt7bHUgQPRqfTYdKkSSgoKCgTohFF0SGDor0djuPMHkV3yqESBAF5eXl4/vnncfXqVYde6++//8Z3333nUUn9j6JUKnHv3j106NABM2fORLNmzfDhhx+a3/f0Tcp9lkNKdD3kKJTgjDy6pF9HXIHzcw0J1tOuXTuwLGt1UZ4oiuUKtZKTkyGRSHD16lWP/v5aglKpFAHY5maEHQQZRVExFEWpYmNjbV2K4OF07NgR586dq3A35Es5NPaAZVl07twZ8+bNg1KpdLsbmiiKKCwsxKhRo7Bt2zb88ccfdq+cNRqNmD59utt9dmtYuHAhACAlJQUAsG7dOmzevBn9+/dH69atPdaDcFPtj/114qBhZAjQatDz5jUE6TxbYPoiNE1jxIgREATBqs2fyWQqt7H4/vvvYTAYPKpljbXo9XqWpunutq5jD7dFl4SEBBPpu+PbJCcne+xDxR1RKBSYP38+5HI5EhISkJKSgnfffdfVZpWjuLgYixcvhkQigVarhUqlQkxMDB577DE0atQIcXFxaNCggVUzHlevXo3s7GwHWO1cDAZDuQ0JwzD48MMPodVqQVEUOnbsiMjISHz22WceMXpOAHAhKAxXAkqq52Lzc9HiTiYkXhiO9RUGDx6MNWvWgGXZSjdXFEWhdu3aKCoqAsMwKC4uBlAiyB4+Jzs722kpDe6AXq+HWq0eCGC+LevYLMhUKlW/jh07qmxdh+C5XLt2DbNnz3a1GV6FVqtFcnIyBg4ciMDAQAwcOBDvvfeeW+42H94Z5+fn4/z58zh//jzkcjkoikJgYCB++ukni9crKirCtm3bsHLlSq/wjlXUFPPhzcuDESxo1aqVR1ST6mkJjofXQbZSBUoU8eSdTNTLzwXZkns2wcHBOHToEH788Ud88803yM7OLrfJ5jgOy5YtQ3x8PH799Vfs2LEDJ06cgNFoxJEjR1CnTh20aNECe/fu9bnmyBqNphlFUTJRFA3VH10xlK0JpkqlMmfjxo1BcXFxNq1D8EwKCwvx3HPPeYUnwx05ffo0ZDIZCgsL0blzZ4/seN2wYUNs27at2uMyMjKwevVq7Ny5EwB8wuMqlUphNBoxcOBATJgwwTzz1V3Jk7E4GlEXxTIZWKMRT2WmIVhLmjx7I2+++SZSUlLK3HPq1auHHTt2lDlOo9Hg+++/x4cffgiWZWEwGCAIgltuHh2JWq02FBYWdhNF8ai1a9jkIaMoKlatVitJ/phvIggCpk2bhtzcXFeb4nX4+/vj5ZdfNjds9ORxPHXq1Kn0PVEUce7cOaxcuRInT56EIAg+lW9Y+ln37t2LvXv3gmVZjB8/HiNGjMC1a9fQuHFjF1v4P9JVfvg9LAommkZtnRbtb6dBYfS8DQLBMmbNmoUjR46YBZlCocDEiRPLHadQKBAYGAiZTGYOYfoiOp1O9iCPzGpBZmtSP8kf82FWrFiBc+fOeaTXxt1hWRaJiYnmn3me99ixZFV5z+fPn4/x48fj6NGjFeZa+Qo6nQ46nQ75+fk4fPgwpkyZguHDh2Pu3Lkur8IsyRcLxW8R0TDRNOoW3EfX9FQixrwcf39/vP322+ZKb5lMhh49elR47BNPPOGz391SeJ6HUqkcaMsaNt3h1Wp1v/bt25P8MR/k8OHDSEpK8omwkiu4d+9emSRZTxVkHMchKqryqSL9+/f3WM+fozh9+jTOnj0LQRCwa9cuDBgwAFlZWS6xxUDTOBJZF38HBIMSRTxxJxOtszIgJcn7PkHv3r3RtGlT0DSNF198sdL2RWFhYZV26fclNBpNU4qiWGvPt/oOT1EUZTQauyYkJFi7BMFDSU9Px/Tp04kYcyByuRz//POP+WdPDVlKpdIqx6a0aNEC06dPt9uAY29AKpWav1ulUwquXLnidDvyZSxSoushS6mGzGREp1s30DDvHkne9yEoisKCBQsQHx+PoUOHVnns8OHD3apfoitQKBQiAKubstqy5Y6VSqWKmJgYG5YgeBoajQYvvfQSEWMOprRqaefOnbh582a5LtiegiAI1c6xS0xMRP369Z1kkfvz6L+10WhEfHy8U23IUKqxLzoORTIWtXRa9Lh5DaFa380P8mXCwsKwefNmqNVVD+Pp2bOnzyXyP4per5fRNN3N2vNtEWRdWrduLXjirp1gHaIoYubMmbhz5w4EQXC1OV6NTqfD6tWrMXfuXBw7dgxGo9EjPWQ6nQ5hYWHVHudOyevuhtFoRF5enlOuJQL4IzAERyPrwkhLUKcgD93SU6Ei+WKEalAoFOjcubNH3qfshcFgsCmPzGpBplarn27fvn3Nuz0SPJZvv/0Wx48f91hvjaeh0+nAcRwiIyM9tnBCqVSaK0WrIjY2FgzDOMEiz0MQBAwZMgSrVq1y6HV4msbRiGj8FRgCShTRLCcLbbNukXwxgsUkJiaaiwB8FY1G87i1eWRWCbIH+WNdyPxK3+HkyZP47LPPXF7x5WsIggC5XO6SHCJ7YGmj08jISIuEm6/xsLdh2bJlDhtMXsjIkFInDrdVfmBMJnTMuIlG9++SfDFCjWjVqpXPf49VKpUAoK0151rbhyySpmlFdHS0lacTPImsrCy88sorXtE13dPQ6/UYN24cRFGESuV5Bc1VVVg+jCeMC3IFpQJMLpejefPmKCoqqjaXp6bcVqpwIqwOeIkE/nod2t9Og4onXnBCzaFpGs899xzWrl3rs20weJ5nAbQDcKim51obsmzZqFEjvS/Hin0FvV6Pf//73z7d8M+VmEwmUBQFT938WNqqIyoqihSKVIFWq8XJkydx9+5du60pAvgrIBhHIuqCl0gQWZiPbmmpRIwRbGLQoEGQSCSuNsNlaDQaqNXqLtaca5Ugk0qlCS1atPC87TqhxixevBgZGRkkid+FyOVy1KlTxyMrmI4fP44DBw5Ue5yluWa+ilwux7Rp02CvqSg8ReO38Dr4IygUAPD43Ww8lZkORiTfc4JtxMTE+Kx3rBSe51tZc55VgkypVHZp0qSJ70pgH0Gr1eKHH34goUoXo9FocPLkSY/M39PpdHjrrbdw586dao/1hMHaroBhGDRv3hy//PIL/vvf/9rsrS5iZNgfHYdban8wJhM63E7DY7k5JF+MYBeMRqPPb+B5nvenKCqgpufVWJBRFEXpdLpmTZo0qempBA/j0KFDlXZmJjgPURQ90jtWil6vx2uvvVbtTbqqmZe+jEqlQsuWLXHu3Dls374db7zxhtVrZSlUSImOQz7LQW3Qo3vaNUQUF9rRWoKvo9Vqff658SCxv2VNz7PGQxYplUqZ0NBQK04leBJbtmwhuWMuhmVZyOVyjxZkRqMRV69erbZtQ1UzL30NmqahUChQu3Zt/Pe//8XXX38NqVQKlmXx6quv1ng9EcDftYPwa2RdGCRSRBQVoHvaNfiRfDGCndFqtT6dQwYAWq1WBicJMpLQ7wPk5+fj7NmzrjbD5zEYDB4ZqnwUrVaLL7/8En/++WeF76elpWHnzp1Otsr9UCqVUCgUGDBgAL744gscOHAAa9asAc/zMBqNEEUR58+fr9GaRorC8bAoXAgOg0hReOzeHbS/nQaZj4eVCI5Bq9V65Nxde2IwGKBWq7vW9Lwa+xVJQr9vkJycDKlU6rENSb0FR/WdcgV6vR4vv/wyfvzxRyiV/+spnZGRgZEjR6Kw0LdDZ7Vq1cKCBQvQrl07c5PcXbt24dKlS2YPqUwmq9FUg2Ipg6MR0cjj5JAKJrTOuoWoIt/+PRMci1ar9elu/aXwPO94DxlJ6PcNNm/e7BWeGYJ7UVRUhP3795t/Tk5OxoQJE5CXl+dV4rOmKBQKvPbaa+jUqZNZjOXl5eHdd98t8z3U6XRo2LChRWvekSvxS916yOPkUBn06J6WSsQYweEQQVaCNYn9NfKQURRFsSxLEvq9nOvXryM1NdXVZhC8EIlEYk7ez8rKwltvvUVGcaGkrcUzzzxT5rWKQpNhYWFg2aqnsogArtYKxPkHIcqw4kK0zUwnIUqCUyAb+RJUKpWQn5/fAkCKpefUNGRJEvq9nOzsbIwdO5aEKgkOQa/XY+XKlRg8eDC+++47cyiOoiif9ZApFApMnTq13CxPPz+/cp4GuVyOoqKiSqc2GCkKp0MicNO/NgCgUW4OHr+bbf3QYgKhhmi1Wp/9Lj/MQ4n9DhNkLePj4w0URXE1PI/gAdy/fx+jRo3C/fv3yReK4BB4nseRI0dw9uxZmEwmj64etRcVeccAwN/fv0yrEJZlcfXqVUyfPh1FRUV44okn8Prrr5vf10gZHI2og/ucAhJBQOusW6hTVOCUz0AglKLRaMjzA+bE/m4AFlt6To02TlKptHXLli2V1R9ZOZY0iCQ4n8LCQowZMwY5OTnkIUlwOMXFxWVGJfniDVwqlYLjuAq9Y0CJIHv4u1jaoPnUqVO4ePFimeT+Xecv4ufIurjPKaDkDeielkrEGMElaLVa8gx5QE0T+2vkIVMqlZ1tSejPzMzE008/jZMnT/p8nxJ3Y+bMmbh165bPj7wgEOxFad8wiqLMYiowMBDh4eGoW7cuYmNjUbduXXTp0qXC8/38/CrMr9PpdGBZFufPn8eCBQvwxoZN0D07BBKGgZD6D7ZPnIDNhQVISkpy5McjECpEp9MRQfYAo9HoT1FUgCiKuZYcXyNBptfrH69JyfWjrF+/HlKplIgxN4PneRw/fpzkjREINYBhGLAsC1EUYTAYQFEUgoKCEBERgZiYGMTExCAiIgIRERGIjIyEv79/jarPGIYBwzDlRJlUKoUgCNi2Ywd6f7QcfM8+kAD4fflHOPTf2dBpNGjatKmdPy2BYBkURfl8H7JS1Gq16f79+08A2F/twaiBIKMoyo9hGEVYWJhVhun1emzZsqXSZFSC67hw4UKFN34CgfA/GIZBaGgoIiMjywmuiIgI+Pn52e1a+fn52Lx5c4XjpoxGI1Th4RiycSvqtHsKvFaL3ZMm4OLG9QBKHoitWlk125hAsJnWrVsTp8sDTCYTA6Ah7C3IADQICwvT0jRdPtnBAvbu3QudToeoqChrTic4kGPHjpXJ5yEQCGXhOA5ffPEFWrasca9Hqzhw4AA+/fTTCgVZZOs2GLppO9QREchPS8PmYc8h6+wZ8/sKhQLNmzeHRqPBm2++iX/9619o166dU+wmEBo2bOjzsyxLKSgooGUymcV9wmriV2wYGxtrdbe3r7/+GoIgICgoyNolCA5i//79JOZPIFRBfHy808SYKIo4duwYgJLO/A/zxIvjMDrlENQREbh5+BBWPdWqjBgDSjxohw4dQps2bXDo0KEyUxEIBEdDURQ6derkajPcBrlc/qSlx1osyGiajm/YsKFV32ye582NRkkPM/dCo9Hgxo0brjaDQHBbOI7D9OnTnXa9lJQUHDx4EKIomqtPaYZBn2Wf4pkvVkHKsvh9xSdY17cHNDk55c43GAyO3MqlAAAgAElEQVT4/vvvwXEc9u/fj48++gjHjx93mv0EQs+ePclG4AE8z1s2WgM1EGQqlapFbGysVZl6DMNg586daNCggcVjPwjO4dSpU9V2/iZ4PzKZDEqlkow8eQSKotCkSRM0b97cKdczGAxYuHChubkmz/NQhoRg5J4UJEz8Pxj1evww4UXsfW0qhEoqokVRBMdx8Pf3B8/zOHXqFLKysnyytQjBNbRp04bkJD9Ap9MFUBQlq/7ImuWQNa5bt66VJgFxcXHYvn271ecTHMORI0eg0WhcbQbBxWzYsAH5+fnYvn079u3bB4lEguLiYleb5XJkMpnZO3br1i188cUXuH37ttl7JQgCRFHE8OHD8fTTT9t8vfXr1yM/P9987cCmzTBs8/fwi4pCQUYGtiQOwu2Tv1e7jk6ng5+fHy5dugQAeOedd5CZmYlJkybZbCOBUB0qlQqNGjXCxYsXXW2Ky+E4zqjRaGIBXK7uWMqSXRNFURTDMNoDBw6w/v7+9rCR4Cb069cP6enprjaD4ETkcjlMJpN5B9ukSRMkJSWZPaUGgwFHjhzBwoULkZ2d7UpTXQbDMFAoFPjggw/QoEEDfPLJJ9i9ezeMRmOF+Zb+/v44ePCgzcnMvXr1As/z0Ov1aDh4KHot+wxSjkP6saPYMnwwimv479G4cWNcunTJ3G7ohx9+QEREhE02EgiW8Pfff2PUqFE+VzDGsqy57yAA+Pv78/n5+YNFUfyxunMtDUGGMgwjEjHmfdy7d8/VJhCchFwuR2hoKD788EMcOHAAL7/8MtasWYONGzeWCVvLZDJ069YNI0eO9MlwNsdxaNu2LTZu3IijR4+iT58++PHHH6HX6ystfuF5HocPH7b52rt378aM//wHHeYtRL+VX0PKcTj91RdY06trOTH26L8NRVGQSCSQyWSYNWsWAJg9ZEajERRFkZA0wWk0atQIL730EjjOdyYtPtwEuhStVlva+qJaLBVkDaOiovTVH0bwJARBgFardbUZBAcjk8mgUCgwZcoU7NmzB506dYKfnx9eeuklPPnkk5U+pLt06eJTD3CapiGXy/HGG2+gefPmGDx4MDZu3Ai9Xl9t02SNRoNvvvnGZhv+unEDF5s+iVaTp8BkMGD3//0bP02ZBOGR67Msi9DQUDAMY54IUBpCrVu3LhITE9G9e/cy5xgMBlLlTnAq48aNQ/369X2mL5koiuXGoBkMBiiVyicsOd9iQVa/fn2r+o8R3JeioiLSL8aLoWkaLMti4MCBSE5OxujRoyucmVgZMTExUKvVDrTQfeA4Dg0bNsSGDRuwY8cOfPXVV9BqtRYnJstkMptzMe+zHE4/kYC6nbqgKCsLG/r1xNmvv4JEIoFcLodSqYRKpYJcLkerVq0wbdo0iKKIAQMGYNCgQeA4DizLYtq0aaAoylzZrlAoAABKpbJG//4Egq3QNI2PPvrIpzztFW3eaJq2qCrIoqexTCZrUr9+fXkN7SK4Ofn5+WAYhoxM8kLkcjkef/xxzJkzB7GxsVavM3DgQKxduxYMw3jt0GCWZTF27FiMGjUK48ePx9WrV2tUIcZxHJo2bYrly5dbbUOa2h8nQyOhomncPvU7do58Hq3iG2LNoUNgWRZ5eXnIy8tDfn4+dDodOnToAIqicOTIEVy/fh0vvPAC9Ho9YmNj0b59e4iiiNu3byM+Ph63bt0CUDJHk0BwNmFhYZgzZw7mz5/vswVker0+xpLjLBJkCoXiCVuawhLck4KCAjJzzMuQy+UICAjA22+/jaeeesrm9aZOnYqhQ4fiypUrOH/+PJKSkrxKwAcGBuKzzz5DbGwsXnzxRfzzzz8WibHSOZY8z2Pw4MGYPn26VWEZAcDFoFBcDggGAMTk34fhpx/w/pzZSEhIMB+nUCgqTMbX6XSYMmUKeJ6HQqHA1KlTzXkskZGRWLFiBXr16gW5XI769evX2D4CwR707NkTs2fPdrUZLsNkMskpilKLolhY1XEWCTKj0djAlpYXBPfEz88PJpMJUqkUxkp6GhE8A5lMBoPBAJlMhqZNm2LLli0ICAhAo0aNyhwnCAIuXLiAQ4cO4fnnn0dISEiV61IUZZ7V2LJlSyQlJTnyYzid2NhYxMbG4oUXXsC1a9cs9ozxPI8JEyYgJiYGP/30Ez799FO88sorNbq2gabxW3gdZCvVoEQRT+Rkon5eLloPH27xGlqtFn379kWHDh2QkJBg7uzPsix27twJAFi2bBkUCgUef/zxGtlHINgLlmWhUqnMLV18DaVSaSooKGgA4ExVx1Xb9oKiKKlEItEeP35c6kvVEr5CTk4OZs+ejVOnTpFGfl4ETdNYu3YtmjVrZhZhu3btws8//wye58HzPD766CN07tzZ4jU1Gg3at2/vVeJdpVIhKioKqampNfr7pygKSqUSPM/DYDBg0aJF6Nevn8Xn58lYHI2oi2KZDKzRiHaZ6QjRkr5vBO8lMTERf/31l6vNcAkBAQHG3Nzc0aIobqzqOEs8ZGFyuZznOI5kf3shR48excmTJ80eFoJ3IIoifv31V+zcuRM///wzjEZjmbYNSqUSf/31FzQaDVQqFTp27FjtmhKJxKu6vUulUhQVFdVYjAElv9+ioiIAgFqtRs+ePS0+95bKD7+HRcJIS1BLp8W5WTOg9ffD8Bp4xggET6NevXo+K8g0Go0UQHR1x1kisiICAwN5ACSp38sQRRFffvkleJ73qgctoeTf9uuvv4bJZIIgCOXe1+v1WLNmDURRhNFoxHfffVdtjhFN0xWu5YlQFAWj0QipVGrTRkQmk+G5555DTk4OwsPDq2wTIgL4IzAElwJLwsTRBXkIPH4Ub3z2KTp27EgEGcGriYyMdLUJLkOn04HjuJjqjrNEkIWHhoaSp7UXcvr0ady9e5fkkHkpVSXfG41Gs4eHpmm88847mDFjBgwGgzkMV/rfpT83bNjQa4S7KIqQSCQ2/90LgoD169dj/fr1WLduXaV5WgaaxomwKGSq/ECJIprlZKFh3j28tOBdAMDVq1dtsoNAcHcKCgpcbYJLkclkcdUdY5EgCwsLs2gwJsGzOHPmDHQ6ndc8ZAnWIQgCrly5ggkTJoCiqDJ/D6UzGw0GA5555hkXWmlfaJq2SwuPUkHHsiwuXrxYoSArkLE4GhGNQhkLmakkXyxUU4zTp0/j3LlzEEURmZmZOHnyZJnKSgLBm8jLy3O1CS5FFMWo6o6ptucBTdORERERJJvfC2EYxmc6KBOqRqPRoKioCIWFhSgqKjL/r7i4GBqNBhKJBKdOnXK1mXbD3qFXvV6P06dPl3s9Q6lGSp04FMpY+Ou16HHzGkI1xRBFEfPnzy8z52/s2LFYvXo12SARvBJfrbAsxWg0hlZ3TLWCTKlUxgUHB5MeZF6ITCbzqdE4BOvR6/VIT083/71IJBIolUoXW+VeXLhwwSz0RAB/BgTjaGRdGCUS1CnMR/e0VKiMJWHk5ORk3L59GwDMrSoAYOnSpbh8+bLTbScQHE1hYZUtuLwevV7vT1XzwK02ZCmRSKKr61VE8EwYhiGNYQlmHp3awHGcOaxXOhpIFEXzvMeQkBDs3r0bhw8fBkVR0Gq1XpP0bw15eXno1asXJr36KkLGT0SmXy1AFNH0bjYa3b8LCoDJZMLly5dx9uxZ8++6tKhALpfj9ddfR3x8vAs/BYHgGEpzVn2VB1rMH0ClsdtqBZkgCBHBwcF2NIvgLhBBRiiFZVlER0fj2rVrYFkWUqkU48aNQ2JiIoxGI/bs2YNr167h2LFjuHXrFnbs2IENGzagS5cuMBqNOHv2LPbu3Yvk5GTodDrwPO9zhSJarRbyyEhk9x0Ak18tiBoNWt++iSi9Dr+dPIndu3dj3759MJlMUKlUZb57UqkUP/zwA8LCwlz4CQgEx1Fc7Nt99jiOMxUXF4fDFkFmMBiCiCDzTkjIkgCUeGamTJmCbt26Ydq0aRg2bBgGDBhgDqXt3bsXCxcuRL9+/bB27VrIZLIyFVNSqRQJCQlISEjArFmzcPnyZfzyyy/YvXs37t69C6Ak5OlMHi1OcAb1evfBoDUbwdWqhZy//sSOfw3DkuvXAZQUEZR6GIGSMvjS/M033ngDo0ePJt9Fglej1WpdbYJLkUqlFIAIAJcqO6bKTv0URUlpmtafPn2alkpJX1hvIzk5GW+//bbP71x8GY7j0KNHDyxcuLBCQcDzPHr37o2cnBwwDAOpVIopU6ZgxIgRsOSekJ6ejmnTpuHKlSteHc7sMOMtdJn7Liiaxt87tmPnuDEwWBCioWkaAQEB2L9/PxFkBK/l8uXLGDlyZJkiFl/Dz8/PVFBQ8IIoiusqO6a6eFWIQqHQEzHmnRAPmW8jlUoRFxeHefPmlfs7EEURP/zwAxYtWmTO/eB5HlqtFp9++imeeeYZnDx5stpr1KlTB4sXLwbDMA75DK6GUSgwdOMWdJ23EBRN48B/Z2PL8CGAwQCVSlUmYf9R5HI5FAoF5s+fT76HBK/myy+/9PlJMBqNRgIgvKpjqhNkEQEBAb79W/RiqnpYELybUgEwfPhwZGVllXlPo9Fg2rRpmDVrFjZv3lwu1KDVanHr1i1MmjQJf/75Z7m179y5UyakGRcXh1GjRsGRs3BLP48zcyID4uph3JHjaDRoCGgjj+8GPYMjixYAoogBAwZU2uNPoVAgLCwMr7/+Ovbt24cOHTo4zWYCwdnk5OTg0KFDXu0htwSj0QiWZetWdUx1d69wUmHpvXir14JQPTRNg+M4zJ8/H0lJSebXMzIyMHjwYPz666/m4yqDYZgKE/cXLFiA9u3blxEjEydOhJ+fnx0/QVlKr+XIm75cLjcLv/g+fTH+t1MIbtIUaoMepi9XIC3lFwAlv5etW7dCFEVzJaVUKgXLskhISMDHH3+M5ORkJCYmQqFQOMxeAsEdWLt2rc+LsVJYlq1X1fvVesjCw8PJU9tLIYLMdzGZTCgqKgJN03j++efNr69cuRIZGRnmJPyqbqSCIKBWrVrlXn/ttdcAABs3bjS/xrIsFi5c6FAvmaPheR59+/bFgIWLMPT7XWBr1UJ4UQFSZ8/Ah2/NNP/OSkWYyWSCXC4Hx3F47rnnsH37dnzzzTdo164dCVESfAKtVotNmzZVOcbNl6iuW391yWFh4eHhZKi4l0JCloSmTZuiXr3/bdr++ecfi6sTeZ6vUJDFxMRAoVDgvffeQ9euXREeXpI20aZNG7Rs2RK//fabR+6YpXI5Gs2cDWWbdgCARnezsfXlydjz00+VJitzHIc9e/aQJroEnyQ7O5tMnngIo9FYZcixSg8Zy7KBfn5+ZCvnpchkMvJl8WHkcjkmT55c5rXS7vGWYDQaoVarK3yvdN0pU6bg8OHD0Gq1uHr1Ks6cOeORYiy4fgOMO3wMyjbtIBVMaJtxAyufH1ahGJPL5WjSpAkCAgLAMAwRYwSfJSIiwueT+R/GZDJVeTOo0kPGMExtkuPgvVy4cIEIMh8mJCQErVq1Mv9sNBprNAA4ODi40hyz0grMq1ev4s0334TBYIBUKvWYsneZTAae5yGKIhr06Imh322FRO0HpcGADrdvQpt2E8ePHy/3sKEoCg0bNsTatWtd0guNQHAnZDIZVCqVz8+xLMVkMlUZlqpSkEkkEiLIvBRBELBixQpoNBpXm0JwAQqFApMnTy6Ty5SVlQWZTGZRA0eFQoEVK1bg3r174Hm+TIf5wsJC/PbbbwBKku1L+9xZm0eiUCic9ncqk8lgMBjQqVMntGnTBoc1enRZuBigaYQWF6Jt5i2wggmmSsL9MpmsTBsRkitG8HUiIiKIIHuAyWSqUnNV+SZFUf7E3e6d/P777+RL4sPIZDL07NmzzGvp6enm7vFVIZVKERoaikmTJiE3NxcxMTHYsWOH+f3k5GSL1qmMhz1LnTp1wuHDh8vN2XQUoijiyy+/REK7djgTGgnavzYAID43B03vZptzPDiOKxd6lclkeO655xAXF+dwOwkETyEuLg6XLlXanN6nkEgkpqrerzKHTBRFFRFk3kl8fDzkclKv4YtwHIdx48aVq7JNT0+vdv4kTdNgGAbXr19HTk4OTCYT0tPTy4TmNmzYYNOYlNK1HnvsMUydOhUsyzpUjMlkMtA0DZlMhsaNG6N5x444WCcON/xrQyIIaJuZjuYPiTGgpGr0UUHGsixeeeUVh9lJIHgiDRo0sGiqhy8glUqrTKCtTpCpScjSO6lduzY+//xzj25DQLCO0g79j3Lz5s1qc7wEQSgntmiaRnZ2NoASUXfz5s1qbZDL5VCr1VAqlWBZ1uxRoygKEokE/v7+WLp0KerWrQuTqcpNpc3wPI+XX34Zq1atwpuffIaU6HrIlSug5A3olp6K6MLynmSJRIKlS5ciICAAHMdBLpfjzTffhEqlcqitBIKnER0dDZZlXW2GWyCVSqtMKq1StgqCoCSCzHtp0qQJZsyYgcWLF3tMsjXBdgRBKNNJv5Q//vjDqvWkUilSU1MRFhaGTZs2VZvIznEcRowYgVdeeaVMjpUoijAajeB5HgzDmD14QUFB5aYJ2AOKohAVFYUOHTqgc+fOoFu1xtmQcAgUjRBNEdrdTgcrVC4Gu3fvjo4dO2Lt2rW4cOECBgwYYHcbCQRPJzQ01NUmuA3VpXJUKchMJpOchCy9myFDhuDs2bNITk4mosxHMBqN5fIHNRoNzp8/b9V6BoMB+/btw+eff46///67yjJ3juMQHR2Nhg0b4v/Zu/PopqrtD+Dfm9wk9yYtBco8lFFGGYoCChQEmQuIQFEE5An6E32gCIKADCoKqA9RQREBB0atMsgMPoZSBgUEBFEotNACpVBKp8zDPb8/sHnUtmnaJrlJsz9rsRZtTu7dKbTdOWeffY4cOYKwsDBUqFABFSpUQGhoaL5E7OLFi5g3b16Jdn6WhCiKePfdd9HmoYdwumpNJFWsDABoknkHrdPTiu2aDdxb7hw3bpxX4iOkPEhMTAzIVjfewBWzy8dlQmaz2QSaISv/5s6diz///BNXrlzx+vIQkZ/NZiswQ7Zjxw63d1j+k9VqxZYtW5xtIoobm5ycnG8noiRJ+WbGtFottFotMjIyYLVavdY6IiQkBM0ebo+DtSOQIeqgkCQ8fCsV9XO9kwASEoyOHDlSpprScsbl+zyXDzocDjUlZOWfWq3GsmXL6Fy9IMEYw507d/J9vHLlyjL90HQ3cZIkyVmgb7FYoNfrYTQanc+3Wq3IyspCamoqLBaL15IxjUaDUdOmY1/9xsgQdRBtNvS4lkTJGCEe9ttvv8kdgt9gjLmcIXOZkPE8b3d1uDApP2rUqIHFixdTkX+QyMjIcP795MmTpV4W5HnerSO41Go1RFFExYoVMXjwYDzwwAOlup+nPDhyNEL+/SpMvApVjAb0SrmMyhZasifEk7Kysqi90n3sdnvpZ8g0Go3rPfCkXOnYsWOhZxOS8iczM9P599LOjnEcB41Gk69mTKvVIiQkBCEhIQgNDXXuOrRarVi2bBkOHTqE/v3746+//pLlwGEFz6PP4k/Rf9kKMIUCjbMy8Nj1KxBoqZ4Qj6Ma9PxsNlvpa8gEQaCELMj0798fq1evLrYfFQlsqampWLRoEXbv3o3MzMwSLw0qlUo4HA5YLBYA91pftGnTBuPGjUP16tVhs9mcdWFWqxUZGRlIT0/HE088gbS0NOfzfElbtSqGrotF/W6PAQ4HHk5PQ8OczGKfRwgpHZVKhSZNmuD8+fNyh+IXinsT6jIh02q1tDUiyPTr1w8bNmyghKycy8rKwtq1a0v976zRaGCxWKBSqfDUU09h5MiRqFu3boFxVqsVO3bswNKlS531YnKoEdkOw2M3IywiArk3U1H/xC9o2KyJLLEQEkyioqJw8eJF+p3ihuJmyHwVB/ETeR38aVdM+VaWFieCIGDgwIEYNmwY6tevX+jPCYPBgNjYWKxcuRJ2u13WM1NbjRiJ6GUroBJFXDt2FD+OGAZHVhbWrFmDWrVqYffu3YiJiZEtPkLKsw4dOmDt2rXQ6/Vyh+L3OFdLFS1btsz6/vvvw3wYD/EDCxcuxIYNG6h3DCkUx3HQ6XSwWCxo1KgRevXqhS5duqBZs2bIysrC6tWrsX79ejDGZO1txymVeHz++3h00hQAwKlVK7B70gQ4/q55CwsLQ6dOnbB7924cO3aM6l0I8QKz2YxHH32UZsj+5mqnZXGHi3s+GuL32rdvj59++one0ZBCMcac/zcuXLiApKQkrFq1ChzHOX/oylEjdj+xcmUMWfc9GvboCYfNht2vTcSpFcvznamXm5uLXbt2QaFQ4Pfff0enTp1kjJiQ8kkQBNSvXx+XL1+WOxS/5zIho5YXwcmdBp+E5LFarS678/ta9VatEfPjFlSq3wD6W7fw44hhuHbkMIB7pxTcP8MXHh6O3r17o0kTqicjxFs6d+6MxMRE+r1SDErISAFms5mWK0lAajE0BgNXfA21TofUkyfww1NDkHP9OpRKJXieR7du3VCtWjU8+uijiIyMRGhoqNwhE1LuPfjgg9BqtTAYDHKH4tcoISMFUEJGAg2nUKD7O++h89TpAIDzG9Zhz6v/BrPZ0K5dO3Ts2BFt27ZF+/btnWdlEkJ8486dO7L0HQw0LhOy4k4mJ+WT2WymMy1JwBAqVsSTazagce++kOx23F6/Gu0z0vH8hg2oU6cO1cISIrPExES/KmvwV1TUTwowmUy0I4YEBHVoKMYeOY7wxg8ARiN6ZNxCtUc6yB0WIeQ+iYmJcocQEFwmZCQ40To/CRTW3Fxc2bMb4SEhiDbmQGenZRFC/M3169flDiEguCwSozqi4EQJGQkkmsMHMST3LiVjhPghh8OB9PR0ucMICJSQkQIoISOBJOXqVfC0nZ4Qv3ThwgW5QwgYLhMyKuwOTnIec0NISSUkJMgdAiGkCNTjz300Q0YKoISMBBKr1UpLIoT4KZVKhfDwcLnDCAguEzLqqhucijpYXK1W+zgSQvIr7P8gz/PUW4wQP0a/O9xDM2SkgKIOhJYkCYIg+DgaEuxEUXSeQfnPXkaCIOC9995DxYoV5QiNEOIGSsjc4zIho866wamohKxWrVqYO3cuJWXEJ3iexyOPPALGmLMvHs/z0Gg0AACNRoM+ffqgZ8+ecoZJCClG3vcscc1lQmY0GqkzbBCyWCyFfr5t27YYMGAA+vXrR0kZ8TqVSoWmTZvma1Ct0WhQoUIFKJVKhIeHY9asWTJGSAhxRzAnZGq1Gq+//rpbZRUuEzKTyURnJwWhwo64EEURDz/8MABg1qxZqFWrFp11SrxKqVTi22+/zVfTaDAY0KZNG7Ru3RpLliyhNwaEBIBg/j6tV68eeJ4Hx3HFnn7k8jeq2WymhCwIFZaQcRyHFi1aALiX8X/++edB/U1GvIPneWe9WN7Sed7HeU6dOoXVq1fTdnpCAkQw/65o3bq18+/F1dK5TMisVittXQpChdUO2mw2NGrUyPlx7dq18eGHHwb1VDTxPLVajfDwcKhUKtjtdrRu3bpAQmY0GnHt2jWZIiSElJRWq5U7BNnkTWQAgEqlcrlTsrhdlhwV9gcXSZIKPVg8IiKiwC/Grl27onHjxr4KjQQBh8OBihUrQhRFKJVK3L17FxMnToQois4xjDFqWk1IAAnmGbLHH3/c+XelUumyl5jLhEylUlmoSWhwsVgsUCoLrlS3a9eu0PHUq454ksViQUJCAnJycuBwOHD9+nWMGDECNWvWBHCv0L9Xr16oX7++vIESQtwWzDNkYWFh939Y+hkynudNdK5hcFGr1QW+ebRaLSIjIwsdX9SOTEJK659J/oULF/DKK6+A53kolUpMmTJFpsgIIaURFhZWbEF7eXH/EmWtWrXyrSyxYmYwXCZkSqXSSAlZcFEqlRgyZEi+/0QOhwNZWVmFji9sAwAhnhQaGoozZ87AbrfjxRdfRJUqVeQOiRBSApGRkUEzS/bOO++gb9++4DgOnTp1yvdYmRIyhUKhpyXL4BMTE5Nv2dJiseCnn34qdCzVGBJvq1WrFvbs2YPw8HA8++yzcodDCCmhdu3aIVgmd5o0aYIpU6ZAFEV07twZwL0d43a7vdjaV5cJGcdx+mD5IpL/qVevXoEanStXruDOnTsFxtIMGfGmAQMG4NatW7h58yZmzZpFR7AQEoDuL+ovrzvzeZ7HlClTwHEcatSogR07djgL+n/88ce8DXMu122L6+yZQzNkwWnUqFH5ppiVSiX27dtXYFxhOzIJ8ZTc3FwcPnwYbdu2zbdbiRASWB588EEAwPDhw8tlUsbzPEaPHu38uEqVKs66uZkzZ0KpVMJut7vs7Vpc24tsSsiCU+/evfNNr5pMpkKXLWnJknhTfHw8lixZgqlTpwZNUTAh5dEnn3yCL774AtOmTcPq1asL3c0fyNq1a1fka1Kr1XA4HJAkyXWZmKsHHQ5HFi1ZBietVovHH3883y/BCxcuFCjupxky4k2SJEGv12Px4sVyh0IIKYNq1ao5a6patGgBnU4nc0SeIwgCevbsWeTjGzduBAAolUqXNT7Fdeq/SwlZ8BoxYkS+tX+e53HgwIF8Y6hBJ/E2xhhOnjwpdxiEEA8KDQ2VOwSPYYzh0UcfLfLxq1evAgB4nje7uo7LhMxms6VnZmbSmlSQatOmTb5vGpPJhC1btjg//nsKVo7QSBCi45IIKT/+0TA1oIWGhqJOnTpFPj5w4MC8c3pzXV2nuKL+m6mpqdT5M0jZ7fYCvWPOnTsHvV4P4N4Oy/JWB0D8B8/zCAsLc/4fe/fdd2WOiBDiKZUrV5Y7BI+Jiopy+bgkSWCMQalU3nQ1rriELPXmzZu0JhUkbDYb3nrrLdy4cQMAMH/+fKSlpeUbo1KpEBcXBwBUZE28Ju9wca1W61wWP3r0qMxREUI8ZdiwYfnOqA1UOp0O3bp1cznGandMjQIAACAASURBVLVCkiRIknTV1bhiZ8ju3LlT3BhSTvA8j19//RWDBg3CsmXLsGnTJpjN+Ze8jUYjdu/eDeBeIWOzZs3kCJWUc3m7d2/evFno5wkhge3xxx9HZGRkvlNhApHVasXDDz/scozZbAZjDEajMcnVuGJnyLKysspfwxBSKI7j8OKLL0KSJHz99ddF1odVqFDB+fehQ4eWi3c5xL8pFArMnz8fKpVK7lAIIR4yb968gP+eDg8PL7YeLikpCSqVCpIkXXc1rriELMtutyuoF1nw6N+/P0RRhMlkKrQ+TKVS5ZsVe/zxx6n1BfEKjuOgUCggCALGjx+PAQMGyB0SIcSDqlWrhsmTJwf0m/riZseAeyfdqNVqO4DS15AxxpggCJmFHZlDyie1Wo3Ro0dDo9EU2tJCo9GgQYMGzo8rV65My5bE4ziOA2MMo0aNwqJFi/DSSy9RzSIh5dDw4cNRv379gPz+1mq1Lttd5AkLC8s7WDzV1bhi68N4nr+dnp7ufoQk4I0YMaLIxxhjBZYyhwwZEtDvcIh/USqVUKlUeOeddzBx4kR07dpV7pAIIV6iUCiwcOFCt2rJNBqNXyVukiQhMjKy2HHVqlXLq38t0y5LALhBCVlwqVixIvr161fokqXBYMjXiwwAevbsScuWxGMcDgesVivmzJmDH374Qe5wCCFe1rBhQ5fnWyqVSmi1WlgsFjDGoFD4x15Dnudd9h/LU7NmzbxzLNNcjSv2VdlstquUkAWfcePGOROyf74jiY+Ph8Xyv/Z0FStWRLdu3fJ19SektERRRLNmzbBy5UqMGjVK7nAIIT4QHh5e5GMOhwN5tewcx/lNQ/I2bdq4NWPXsGFDKBQKG2Os9J36AcBoNF69desWTX8Emfr166Nfv36IjIzEQw89lG8njFKpxJEjR/KNX7RoESZPnuzyXQ4hruQlYkuWLEFsbCw6duzoV8sThBDvqVmzplvj7pViyU8QBPTo0cOtsU2aNIEgCLeLG+fOvF9qamqqy6yOlE/vvvsuVq9ejTlz5uSbIjYYDNi0aVO+sQqFAk899RTUarWvwyQBThRFNG3alBIxQoJYvXr15A6hRIo7v/J+mZmZUKlULuvHAMCdjmw309LSqFt/EGvQoAGqVq2K69f/10Ll2LFjMJlM+Yr5T58+7TdTycT/iaKIiIgITJ06FR06dKAkjJAgVrduXblDKBGdTud2zLdv34YkScUexuvWDFl6erp/VNAR2QwePDjfsqVKpcKhQ4fyjTl//jx1UifFEgTBOSP2ww8/0IwYIQQ1atSQO4QS6dKli9tj79y5A5PJ5LJLP+BmQpaZmanxl3VbIo/+/fsXWLbcuHFjvjEDBgygw8aJS4Ig4K233qJEjBCSz/0nwPg7nU6Hxx57zO3xqampFpvN5rJLP+BeQpYpSZIjKyvL7ZuT8qdu3bqoXr16vs/99ttv+T6uXLkyxo4dS7stSQEcxyEkJAQrVqxAdHQ0JWKEkHwaNGgQMMcoWSwWdOjQwe3xiYmJZgCJxY0rNiFjjDGtVpuSnJzs9s1J+RQSEpLv48LqxcaMGUM7LUk+KpUK1apVQ2xsLNq2bSt3OIQQP1S1atVCT4fxR3Xq1Cn2/Mr7JScnKwFcLG6cW7VhjLG/rl696vbNSfljtVpx6dKlfJ8rbJZDFMWAP5uMeI5Go0GTJk2wcePGgCvaJYT4jlKpRGhoqNxhFEuhUKB79+5uj7darcjOzhYAXC322u5cMDc39/TVq1cDI3UlXnH27Fm3W1o88cQTqFy5spcjIv5OEAR07doVa9asKdG7SUJI8LFarc7mr/5MFEVERUW5PT4lJQWiKN5mjBXbz9XdGbKLFy9e9P+vFPGaX3/9NV93fqDwGTLg3judN998k2bJgpggCBg9ejQWLVoUMHUhhBD5/PXXXwHRx1IQBLRp08bt8cnJyeB5/lLxI91MyAAkJCUl0TbLIBYXF1fgvEpXhdldunRxu/MyKV94nsfs2bPxyiuvUPE+IcQtp0+fhtVqlTsMlwRBwJdfflmixPHq1avMZDKdcWesO41hAeDS7du3tZIk+c2hnsR3rFYrLl++XODzrn7ZxsfH48aNG94Mi/ipjz76qEQ1FoQQcvToUb/uYykIAubPn48mTZqU6HmXLl0yWSyW8+6MdXfJUq9SqXLT0lweVE7KKUmSSvSOICkpCa+//nqBJU5SvgmCgK+++oqSMUJIiTDGcO7cObnDKJIgCBg1ahR69epV4udevnzZBiDBnbFuT3ep1eortNMyOAmCgFdeeaVATVhRM2RpaWl0hFKQ0Wg0eP/999G+fXu5QyGEBJjU1NQCJTH+QqVSoV27dpg4cWKpnn/9+nU1PJ2Q2e32c5SQBa/hw4ejUqVK+T5XVELWqVMnPPfcc0FZ1C+KIsLCwmR57XLVawmCgBkzZqBHjx6y3J8QEtgSExPhcDj8soelQqHA/PnzS1WulZ2dDYvFogDg1vKi23cwGAxnk5KSaA0qSPE8j7lz5+brwu8qAXj55ZfRuXNnv/wG8yaHw4HIyEiYTCYAyHeUlE6nK9U11Wq1WzsVNRoNtFptqe5RWoIgYPz48Rg6dKhP70sIKT+ioqKwdu1avPbaa4iKivKbN/MqlQpDhgxBeHh4qZ6fnJwMrVZ7jbl59qS7Rf0AcDEhIcEMILh+wxKnTp06oXXr1jh58iQkSQJjDIyxQhMzjuPw/vvv45lnnkFiYqLfTkd72qOPPoqBAweiQ4cO6NSpE+rWrQu1Wg2r1YrDhw8jNjYWJ06cgFKpdCZtKpUKkiQV2aU672utUCjQpEkTZGdn486dOwDuJWGMMZjNZvA8D71eD4VCAVEUYTAYvP56lUolxo4d6/X7EELKL47j0KJFC7Ro0QIjR47Eli1bMHfuXNlLXxQKBf7v//6v1M9PTk4Gx3EX3L5fCa6d8Hf7fxLE5syZ45ytkSQJixYtQlHJv1qtxpdfflkum4Kq1Wrw/L33MzqdDmq1Go888ggmT56M3r17Y/To0WjUqJFzM4RarUaPHj3wxRdf4ODBg5g+fTpatGgBnU6HkSNH4osvvijyDFC73Q6HwwGe55GcnIxhw4bh6NGj2LdvH1asWIG3334bEydOhF6vBwCMHDkSM2bM8MkSpsPhwLVr17x+H0JI8Lh48SIkScq3wuBrKpUKgwcPRpUqVUp9jStXrkh6vf60u+M5N2fSwHGcSqlUGo8fP84HQvM24j3vvfceNm/eDIvFAkEQ8Oyzz7osePzzzz8xatQov97S7C5BEGCxWJxJaEREBCZNmoTOnTuXeblw165dmDNnDsxmc7FjP//88wLdov/ZlsZut0OpVMLhcGDTpk1ISEjAL7/8ghs3boDnebfuUxxRFPHGG2/QkiUhxGMmT56Mn3/+WdYYNBoNdu3ahapVq7ocd1vU4XiN2uiQdgPVTPlXJSZMmJAbFxc3njG23p17ur1kyRizhYaGpiUlJdVp1qyZu08j5dDEiROxbds2WCwWmM1mrF69GjqdrsilK6VSCbVaHdAJWZ06ddC3b1/UqVMHNWvWRIMGDRAWFubRmq1+/frh9OnT2Lx5c75kied5KJVKWCwWVK9eHUuXLkVh34P/LDrNm8HjeR7Dhw93fj4tLQ3R0dEeidlkMuHgwYOUkBFCPCYyMhJxcXGyNYrleR4DBw50KxmLr10PDoUC8bXrIepGcr6kLCEhAQC8smQJhUJx4s8//yzJU0g5VKFCBUyaNMlZeGk2m7F27doix6enp/sqNK8QRRFvv/02Xn31VQwdOhSdOnVCzZo1vVJAP23aNDRu3BgqlQoajQahoaGw2+1YtmwZAODWrVuIi4srcpnYHTVq1Ciw2UKtVkOj0UClUpV4meC3334rUzyEEHK/5s2by3p/pVKJl156yeWY+5MxAM6k7LZ4b/OW0WhEenq6AOAPd+9booQsJyfn0NmzZ8u+zkEC3rBhwxAaGur8OK9+qTAdOnQI6PMMw8PDfdZfi+d5fPbZZ5gwYQL27t2L2NhYtGrVCs2bN8eAAQPAcRxWrlyJOXPmlOk+DzzwAJRKJTQaDSIiIvDSSy9hy5Yt2LFjBx555JEi69kKY7PZkJycXKZ4CCEkT7NmzfLNjvmypY9CoUDfvn1RrVq1Isf8MxnLc39SdvHiRWi12iuMMben+UraWOO306dPU+sLAp7n0aJFC+fHZrO5yF2CarUar776qt9sZS4JhUKBF154wac/ECpXroyxY8eicuXKqFOnDtavX4+QkBA89dRTUKlUYIwhMzOzTLNSY8eOxcsvv4zNmzdjx44deP75553LsV988QViYmJKlJSdOHGi1LEQQsj9QkJCAAA1a9ZEeHg4GGMYM2aMT97YazQaPPPMMy7HHK9Ru0AylsehUOB4jdr4888/Ybfbj5Xk3iVpewEAp1NSUrQ2my2gZzyIZ9SrV8/5d5VKhZycnALNY/M88cQT+Oyzz5ytHgKFJEkeq7cqqzZt2uCFF15A9+7d0bRp0zJdq1u3bujWrVuRj7/22mv45ZdfkJiYWOzWc7PZjLi4OMTExJQpJkIIyXPu3Dlna6XNmzdDp9M53/TXrl0bt2/f9kpdclhYWLFLph3SbhQ6QwYASklCh7Qb+PDMGYPRaDxSknuXaIaMMaYXBOF2UlJSSZ5GyqnatWuD53lwHAdJkpCdnV3kWJVKla/uLFDk1XL5A47jMH78+DInY+5QqVRYsmSJ27NkVEdGCPE0juOgUCgwdOhQ9OnTB4sWLcLw4cPx9ddfg+M4Z92rpyaI1Go1YmJiil0RqWYyIOpGMpT/eLOqlCRnYf/Zs2cdAH4ryf1LfBaAQqE4fv68WweXk3KuXbt2aN++PcaOHYuFCxeibt26LscPGDAAFSpU8FF0pKxq166NefPmuZWUORwO0NFqhBBv4TgOPXv2xOzZs1GzZk1MnDgREyZMwIIFC2C32z2WlA0aNMitcf9Myu5PxoxGI27fvi2iBAX9QCkSsr8L+6mOjKBp06b48ssvMWnSJPTp06fY3XlKpRKTJ08OqFkyuc6H9Be9e/dG3759i50lZIzh+PHjPoqKEBLs/vWvf+Ff//oXHnnkEcyfP7/YFhXueOCBB1CjRg23x+clZVqbNV/Li78L+q+WpKAfKEVChnuF/bTTkpRK3759i6wzI/7pzTffLLbFh9lsxqFDh3wUESGE3BMWFoYBAwagb9++ZbqOVqvF008/XeLnVTMZMOBKQr7+Y3/++SccDsfRkl6rNAmZs7CfkJJSKBSYOnVqQM2SBTulUgmj0VjsOKojI4TIpW3btqV+rlqthk6nQ69evTwSy5kzZwwGg6FEBf1AKRKyvwv7b1FhPymtxx9/3GWPF38S7EuWAHDmzBln139XJEnClStXfBARIYTkV6lSJecJKvefWsJxHERRLLLGTBAEREVFYevWrdDpdB6JpTQF/UDJ214AuNex//z583V8sduLlD8cx2HatGl4/fXX/b4NRnEbFYLBwYMH3fp3yqsja9iwoQ+iIoSQ/2nbti22bt0KAOjcubPz+LmuXbuia9eu0Ov1yMnJQUZGBu7evYusrCzo9XqMGjUKgwcP9lgcpS3oB0qZkP1d2N9/yJAh/tEPgAScqKgo1KpVC4mJiXKHUiSNRoN33nlH7jBkt2/fvmJ7kQH36sgOHjxYqjoMQgjxlOjoaNSqVQuDBw9GxYoVfXrvvIL+7OzsEh/EWZoaMoAK+0kZcRyH1157zWNTxJ6iUCicMdWrVw+tWrWSOSJ52Ww23Lp1CwDcWrY8ffo01ZERQmQ1c+ZM/Otf//J5MgY4C/pL1KE/T2kTstMpKSlauU5iJ+XDww8/DIvFvzqoiKKIJk2aAACWL18uczTyU6lUOHLkCGrWrAm73V7seMYYqL6UEBKsTp06ZTAYDIdL89xSJWSMMb1Wq7167ty50jydEACATqfzu+J+i8WCLl264Omnn0aVKlXkDscv7NixA5mZmW6NlSSJ+pERQoLS33W0HIBS9QAq7QwZLBbLruPHjxdfWEKICw899JDcIeTTsGFD/N///R/efPNNuUPxG23btnV7GdJiseDgwYPeDYgQQvzQ9evXYTabbQASSvP8siRke+Pj4/WlfT4hANC+fXu/6UnGcRyioqLkDsPvPPDAA8Uetnu/M2fOUB0ZISTonDx5Emq1Oo6V8gdgqRMyAIcvXLggUh0ZKYs2bdrIHYKTVqvFgw8+KHcYfmnChAnOo7Hu7/FTlMuXL3s7JEII8SuHDx825OTk7Cjt80udkDHGskVRvHL27NnSXoIQ1K9f362WCr4gSRKot17hOnbsiPj4eHzwwQfFzmg6HA6qIyOEBBXGGH799VcOwMHSXqMsM2SwWCw7jx8/7ijLNUhwUygUzl2NcnM4HKhdu7bcYfit0NBQPPDAA8WOo9MNCCHB5vr167DeWzK8VNprlDUh+/nQoUOG4kcSUjh/mR0DgIiICLeW44JZvXr1nB2wiyJJEnr27OmjiAghRH7Hjx+HSqUqdf0YUMaEDMDhhIQE0d96SZHAsXTpUr+pN2rdurXcIfg9lUqF8PBwl2Pq1q2L6tWr+ygiQgiR35EjR8pUPwaUMSFjjOWIophIdWSkNA4dOoTVq1f7xXmWgiAEfVd+dzVq1KjIx9RqNQYNGuTDaAghRF739R87UJbrlHl9xmw2Ux0ZKZUrV674Tb2RUqlEs2bN5A4jIEyYMAHh4eHQaAoeZctxHHr16iVDVIQQIo+UlBRYrVYLgDIdzlzmhMxqtf6X6shISX366adYvHhxsfVIvmI2m9G4cWO5wwgIrVu3xs6dOzFs2LACSVnVqlVRt25dmSIjhBDfO3HiBHieL1P9GOCBhAzA4UuXLlEdGSkRrVYrdwj5VKpUCYIgyB1GwNBqtZg+fTqGDh3qnOVUqVS0XEkICTpHjhwx5Obmbi/rdcqckDHGckVRvPz777+X9VIkiDRv3rzQJS+50O7K0vnrr7+cXfltNhv69Okjc0SEEOI7f/cfU6AM/cfyeOS3kNls3vnLL79QHRlx2yOPPOJXO/HoxInS6dChA7p06eL8uGHDhjJGQwghvnX16lXY7XYTgKSyXssjCZnVat32888/Ux0ZcZtSqcSCBQv8ZpbMYDD4xW7PQDNhwgQsW7YMq1evxtSpU+UOhxBCfOrQoUNMoVDsKGv9GOChhAzAkdTUVGVaWpqHLkeCQcuWLTFw4ECo1Wq5Q4Farcbhw4flDiNgRUZG4tlnn5U7DEII8aldu3blGgyGWE9cyyMJGWPMrlar9xw6dMgTlyNBZMqUKX5RTG8wGLBp0ya5wyCEEBIgsrOzcenSJQ2AfZ64nscqmfV6/fe7du3K8dT1SHAICQnBnDlzij2w2heOHz8Oo9EodxiEEEICQHx8PARBOMoY80i9iye3lu35/fffBfqFRkqqd+/eaNGihew7HXmeR1xcnKwxEEIICQx79uzR5+TkrPPU9Tz2G5Axli2K4qmjR4966pIkSHAch3fffVf2WjKj0UjLloQQQopls9lw7NgxFYAy9x/L49Epidzc3HV79+6lKTJSYnXq1MG4ceNkryc7deoU9Hq9rDEQQgjxbydOnIBGo0lkjN3y1DU9mpAxxrYdOnRI4XBQSzJScuPGjUOlSpVkjYHneRw4UKbzYQkhhJRz+/btsxgMhvWevCbngdYZ+YSGhiZ9/vnnDSIjIz16XRIcTp48iZdeeknWMy4ffvhhfP3117LdX252ux3Z2dnIyspCZmYmsrOzkZmZiczMTNy5cwe3b99GRkYGsrKyULduXURHRyMqKgqhoaFyh04IIV7HGEO3bt0MmZmZjzDG/vDUdXlPXSiPxWL5bt++fa9HRkaqPH1tUv49/PDDeOyxx7Bv3z7YbDZZYjh79ixycnJQoUIFWe7va8eOHcPChQuRnZ0Ng8EAi8UCtVoNnufBcRwYY3A4HLBarZAkKd9zr1y5gpMnT8Jms6FZs2YYOHAgunfvjho1asj0agghxLsSEhJgsVgMAM578roe39Zms9k279mzR77pDRLwZs2ahZYtW8rWCoPneezfv1+We/saYwzz589HUlISMjIyYDabwRiDxWIBY8x5egHP81CpCn+PZTQaYbPZcO7cOXz00UeIjo7GsGHDcOHCBV++FEII8YkDBw44GGMbPdGd/37e6DPwW1ZWliM5OdkLlybBICwsDKtXr8bcuXMREhJSZCLgLUajERs3bvTpPUvCYDDAYPDMSWVnz57FrVv5a1JFUUTVqlUxe/ZsHDlyBOvWrcPMmTPRsWNH8DwPni96Yt1sNsNqteLixYsYNWoUFixYQL3dCCHlyq5duwwmk+lHT1/X4zVkABASEvLtSy+9NHrMmDGcxy9Ogkp2djYWLlyI//73vz6tK1OpVNi/fz8qVqzos3tarVZcv34dt2/fRnp6Ou7cuYPU1FTcuHEDt27dQkZGBnJycsAYg0KhwKOPPopnnnkGjzzySIl6uKWkpCArKwu5ublYsWIFTp06BcYYRFGEIAiYNGkSBg0alC/x+vrrr/HRRx9BpVLBbrfD3Z8bGo0GOp0O8+bNQ9euXUv8NSGEEH+Snp6Ovn37Gq1Wa0XGmEfrarySkHEcN6B58+brYmNjg6MIh3jdqVOnMH36dGRmZvokMRNFEVOnTkVMTIzX75Xn+eefx9mzZ6FUKiFJEqxWK+x2u8vnaLVaqNVqxMTEYNiwYahVq5bL8SaTCR06dMj3OUEQoFarMXHiRAwdOrTQGUnGGL777jv85z//gVqthsFgcDspy7tHx44d8dZbb6FKlSpuP48QQvxJbGwsPv744205OTmDPH1tbyVkGrVafXf79u3amjVrevz6JDjZbDa899572LFjh0+SslatWmH9eo/uai7S7du30a9fP1it1lI9X6VSgeM4dOnSBZ988kmx4yVJQm5uLu7evYvs7Gw0a9bMrR5wOTk5+O2333DkyBEcPnwYt2/fdiZoxeF5Hmq1GpMnT0ZMTIzsJzMQQkhJPf3007nnz59/ljG2xdPX9kpCBtxbtnz++edHPf/88/RTl3iM3W7H008/jUuXLhXY8edpKpUKP//8M8LDw716HwBYsWIFli9fDovFUuprCIKAJ598EjNnzvRgZK5lZWXh5MmTOHz4MI4cOYKMjIxiEzRRFBEREYGFCxeicePGPouVEELK4ubNmxg4cKDBYrGEM8ZK/8O6CF5LyDiO61qnTp3tu3btouZExKNu3ryJwYMHe71YXBAETJkyBU8//bRX78MYQ+/evZGWllam69StWxdbtmyR9QiqjIwMnDhxAvHx8Th27Biys7PB83yBfyuO46BWq/HMM8/g3//+NzQajUwRE0KIe1auXCmtXLlyrV6vH+ON63szIVOIonhrzZo1VZo2beqVe5DgtW/fPkyfPt3rS5fNmjXDDz/84NV7nDt3Ds8//3yZEkxBELBhwwa/m3G6ffs2Tpw4gb179+LYsWPONhp5BEFAaGgoFixYgI4dO8oUJSGEuMYYQ79+/fQ3btzozxiL98Y9vLacyBiTJEn6euvWrfJ09yTl2uOPP44BAwZ4/ezLxMREfPrppzhx4kSp67uKExsbW6bEUhAETJw40e+SMQCoVq0aoqOj8fHHH6NJkyYF6sbMZjPS09MxYcIETJ48GSkpKV5fiiaEkJJKSEjA3bt3zQCOeOseXpshAwCO41qGhYUdj4uL0yqVSq/dhwQnu92Ozz77DGvXrvXqTJlSqYQgCLBarfjggw/Qs2dPj13bYrGgS5cupY5fqVSidevW+Oabb/y+SP7atWsYMmRIka9VpVKB53k4HA7UrVsXLVq0QOvWrdGkSRO0adMG9DOEECKXDz74wBYbG/ux2Wye5q17eDUhA4DQ0NDLn3zySaN/brUnxFPOnDmD1157Dbm5uWUqineHKIrYsGEDGjVq5JHr7dq1C2+//XapG73qdDps27YNVatW9Ug83rZ8+XKsWrWqwNJlUTQaDRhj+PTTT9G5c2cvR0cIIQU5HA5069bNmJ2d3Z4x9qe37uP1t9RGo/GLzZs3u/fTl5BSaNu2LbZv347u3bt7fQnTZDLhxRdfRG5ubpmvdejQIcydO7fUyZggCHj33XcDJhkDgLFjx6JKlSrQ6XRuncCQd66mnBsVCCHB7eTJk5AkKdWbyRjggxkyjuNqCYKQFB8fr/H2L0tC9uzZgzlz5sBiscDhcHjlHmq1Gg899BC++OILSJKE7OxsZGdnIycnB1lZWcjOzkZWVhaysrKQnp6Odu3a5et8zxjDypUry9zmQqPRoFatWvjqq68CqtlqdnY2zpw5g+TkZFy8eBEJCQm4evVqkUuZgiCgYsWK6NOnD7p37442bdq4PL6JEEI8afr06abdu3fPttvti7x5H68nZAAQFhb265w5czr06dPH6/ci5NatW5g8eTIuXbrk9tJYSYmiCLvdDrvdDrVaDZ7nwXH3TgpzOByw2+2w2WzOsWFhYZgxYwY6deqEmTNnIj4+3iN1b2q1GgcPHkRoaOB2l5EkCVFRUcjJyXE5TqFQQBRFOBwOtG/fHn369EHnzp0DKhklhAQWs9mMqKgoi9lsbsgYS/XmvXySkHEc969OnTotWb58eYjXb0YI7v2S/+abb/D55597va7MXaIoArgXmydiUigU6NevHxYuXFjma8klKysLkyZNwvnz50ucoKrValitVgwYMAALFizwUoSEkGC2Z88evPPOO79mZ2c/4u17+Wref9PJkye/yMrK8ulhzSR4KRQKjB07Fp07d8Yrr7yCjIwM2RMzT8/WqdVqjB492qPX9KU///wT48ePR3Z2dolbXeh0OgDAk08+iWeeeabA4w6Hw3lyQIUKFfL9CQ0NhU6nc85oEkJIUTZu3KjPyclZ5ot7+SQhY4zlVKhQ4b979+6NHj58uC9uSQgAtT2wOwAAIABJREFUoGnTpvjpp5/wwQcfYNu2bT45A9ObRFGE2WwGYwzVqlVDy5Yt5Q6p1I4dO4bKlSujcuXKJXpenTp1MGTIEERFRRXYGJCdnY3Y2FisWbMGFosFjDEoFApwHAfGGCRJgs1mg8PhgCAIEEURISEhCA0NRVhYGCpVqoTw8HA89dRTiIiI8OTLJYQEmMzMTPz2228qAJt9cT+fLFkCAMdxAxo3brx+8+bNgVvsQgLa4cOHMW3aNJhMJtjtdrnDKTFBEFC7dm2YzWakpaVh5syZoDc4+b3//vtYu3YtlEplmTZ1NG7cGBs3bvT73m6EEO9Zv349W7JkyY7c3NyBvrifLxMyXhTFtG+//Ta8efPmPrknIf+UmZmJN954A2fOnPFawb83qdVqOBwOKJVKHDp0yLl0R/4nOTkZcXFx2LZtGxITE52bK0pCFEU0btwYFosFRqMRb731Fh3tREgQYYyhb9+++tTU1IGMsYO+uKfP3v4xxux2u/3TdevWBfaaEQlolSpVwvLly/H6669DEISAqyNSq9UYP348XnnlFUrGilCvXj08++yzGDduXKn7l5lMJvzxxx9ISEhA9+7d0a5dOw9HSQjxZydPnkR2dnYmgDhf3dOn8/E2m+3L3bt3F7u9nRBv4jgOw4cPx48//ogGDRp4vZmsJ9lsNgwePBhjxoyROxS/99dff5VpIwdjDBqNBrGxsejbty8WLlyIkydPBuRyNyGkZNasWWMwmUwfMl8tI8LHCRljLE2lUu3dunWrz14gIUWpV68efvzxR4wYMQIajUbucNxWvXp1uUPwG2azGSkpKcjKyipQMzZ27FjUrl27TE1kLRYLLBYLbt++jQ0bNmDChAno1KkTtm7dWtbQCSF+Kj09HUeOHFFIkrTal/f1ebtrvV7/n2+//bbHyJEjQwJtuYiUPyqVCpMnT0b37t0xc+ZM3Llzx9nwVaFQQKlUQqlUOnfq5f2ftdvtsuzYjIiICLhl1vulp6cjMzPT+bW8/2vK8zzq1q3r9uu7ffs2xowZgzt37jh3T6pUKmi1Wuh0OlSoUAEhISHOf8uSttb4J0mSYDAYoNFoPHaWKSHE//z44492nudjLRZLti/vK8f5I4dzc3PvHD9+PISKZIm/iIyMxK5du5wfM8ZgtVphNpudsyR5fzebzfjuu+8QFxfn86SsRYsWPr2fp02ZMgWnT58uUP/GGIPD4UDLli2xaNEit7rvv/XWW7h582a+mTGr1Qqr1YqsrCzcuHHD+XlXyRjP89DpdKhatSqMRiOMRiNMJhOsViuUSiV4nodSqQTHcbDb7Xj11VcDut0IIaRodrsd69atsxqNxsW+vrfPdlneT6FQvBQVFfXhZ599RlXJJCBJkoTp06fjwIEDPkvKNBoNXn/9dTz99NM+uZ83ZGVl4YUXXsCVK1cKre/ieR6CIGDBggV47LHHXF4rIyMDc+bMwfHjxwv9NxBF0dn+wmKxOJcurVarc4xKpULt2rXxzTffIDw8PN/zGWMwmUzQ6/XOP5IkoU2bNgE9S0kIKdq+ffswe/bsszk5OW18fW9ZEjKO40LVavWtnTt3ilQPQwKVL5MyjuNQpUoVbNq0KeBPu7BYLJgyZQqOHz+e78zPPHnLi5MmTcK4ceOKvd7evXvxzjvvAACqVauGiIgINGzYEHXr1kWtWrVQq1Yt1KhRA1arFS+88AISEhJgsVigVCrRuHFjfPPNNwgJoVPdCCHA6NGjc8+cOTOeMbbe1/eWJSEDAJ1Ot3L06NFjJkyYIMeyKSEeIUkSZsyYgf3793s1KQsJCcH3339fbrrHS5KEvXv3Ij09HQaDAQaDASqVCgqFwln71bp1azRu3Nij97VYLJgwYQJOnToFnufx008/oUaNGh69ByEkMF25cgUxMTG5FoulKmPM52ftyZaQcRz3YIUKFX49ePCg9p/HnxASSLydlAmCgBUrVqBt27Yev3YwstlsmDdvHrp06YLevXvLHQ4hxE/Mnz/fsmnTpk/NZvM0Oe4vW0IGABUqVDj11ltvRdIPRRLovJWUaTQazJ8/nxIHQgjxIqPRiMcee8xsMpmaMcaS5YhB1oPacnNzF37zzTe5csZAiCcoFAosWLAAPXr08GijWUmSEBcXh8TERI9dkxBCSH67d+8Gz/NH5UrGAJlnyDiOUwuCcOu7776rSH19SHngjZkyhUIBlUqFJk2aoHXr1ggLC4NOp0NISIiz51Zhf0p7bBAhhAQTxhgGDRqUe/Xq1RjG2B654pA1IQMAtVr9du/evacuXLhQlDUQQjzEF4X+KpXK2bQ2rwUDYwySJMHhcMBms0GhUECtVkOj0UAURTz44IOYMmUKateu7ZWYCCEkEP3yyy+YNGnSNYPBUJ8xVrYO0mUge0LGcVxljUZzffv27SLtdiLlhSRJmDlzJvbt2ydLR//C5DU5jYmJwcsvv4zQ0FC5QyKEENmNGjVK//vvv09kjH0jZxyy1pABAGPsLsdxK1atWuXzLaaEeItCocD8+fPx+OOP+83h5XkNUmNjY9GrVy+sW7euQA8wQggJJn/88QcSEhIsAHzed+yfZE/IAMBsNr+/efNmlpmZKXcohHiMPyZlwL1O9QaDAZ988gn69++PuLg4yD1TTgghcvjss88MVqt1HmPMWvxo7/KLhIwxlqpUKn9Ys2aNXe5YCPEkf03KAMBkMiEtLQ1Tp07FyJEjkZKSIndIhBDiM0lJSThx4oTkcDhWyB0L4CcJGQAYjcZ31q1bZzMYDHKHQohH5SVlQ4YMgUaj8bvdjyaTCefOncPSpUvlDoUQQnzmiy++MEmStIgxZpQ7FsCPEjLG2GWFQvHf2NhYh9yxEOJpCoUCM2bMwO7duzFy5EiIouh3M2YXLlyQOwRCCPGJmzdvYv/+/cxms30qdyx5/CYhAwC9Xj9n5cqVFqtV9qVcQryiSpUqmDx5Mg4ePIiJEyeiUqVK0Gq1cocFALhx4wbVkhFCgsLKlSstHMd9yRjzm+J1v0rIGGNnJEk6+dNPP9FvBVKuabVaPPvss9i/fz/mzJmDiIgIiKK8rfg4jsOtW7dkjYEQQrzt7t27+Omnn5jZbP5A7lju51cJGQDo9fpZy5YtM9rtVN9Pyj+e5xEdHY3t27fjk08+QZs2bSAIAhQK339r8jyP1NRUn9+XEEJ8afXq1TalUvk9Y+ym3LHcz+8SMsZYvMlkuvzzzz/LHQohPsNxHB599FGsXbsWa9euRffu3fM9ptPpIIoiVCqVszO/p1mtVjRt2tQr1yaEEH+g1+uxfv16h9FonCd3LP8ke6f+wnAcFx0REfHd9u3bQ7z1y4cQf5eSkoLo6GgAwOLFi6HX62EwGPJ+oODu3bsevV+rVq2wfr3svREJIcRrVq1a5Vi5cuX23NzcwXLH8k+83AEUYWdGRsbt+Pj4kK5du8odCyGyiIiIwLlz5/J9Tq/X49SpU2jUqJFHEzKNRoN+/fp57HqEEOJvLBYLVq1aZdXr9XPkjqUwfrdkCQCMMWYwGGZ89NFHen+cwSNELteuXcMrr7yC06dPe/zajz32mMevSQgh/uK7776TGGNHGWNn5Y6lMH6ZkP3tx7S0tBt79+6VOw5C/Ebz5s3x4YcfQqlUevS6YWFhqFu3rkevSQgh/iI3NxfLli2z6PX6SXLHUhS/TcgYY5LBYJj44YcfGugAZEL+p1evXnjnnXeg0Wg8cj2O49CzZ0+PXIsQQvzR119/bQOwjTH2h9yxFMVvE7K//ddgMPyxZcsWWrck5D79+/fHrFmzPJKUabVaSsgIIeXWnTt3sGbNGrvBYJgmdyyu+HVCxhhjer1+4ieffGIymUxyh0OIXxk8eDCmTZtW5iOY7HY72rZt66GoCCHEv3z++edmjuO+Zowlyx2LK36dkAEAY+yEw+GIW7duHZ1xScg/DB8+HK+++mqZkrIOHTpApVJ5MCpCCPEP165dw9atWyWTyfSW3LEUx+8TMgDQ6/WvrVixwpqdnS13KIT4nVGjRuHll18uVVKm1Wqp3QUhpNxavHixkTG2iDGWLncsxQmIhIwxdhHAjytWrKBTxwkpxHPPPYexY8eWOCmz2Wzo3Lmzl6LyP5cuXcLgwYMxbNgwXL58uchxtJGIkMB34cIFxMfH261Wq1+dWVmUgEjIAMBoNM74/vvvHXT4MSGFe+mllzBq1KgSJWURERGoXLmyF6PyD3a7HcuXL8eIESOQlJSEhIQEPP3001i8eHGB5Ov3339Ht27dkJ7u92+oCSEufPDBBwabzTabMaaXOxZ3BExCxhi7AWD5kiVLzHLHQoi/euWVVzB48GC3kjKVSoU+ffr4ICp5JSUlISYmBqtWrYLFYgFjDIwxOBwOrF27FteuXcs3/ttvv4Ver8fs2bNlipgQUlYnTpzAH3/8oXc4HF/IHYu7AiYhAwCz2Txv9+7djitXrsgdCiF+KSsrC1u2bHFryY3jOPz1118+iEoeDocDX331FYYPH47ExETk7dRWKBTQaDQYNGgQ9u7di4YNGzqfk5ubi59//hkqlQpHjhyBPzamZowhLS0Nx48fB+0+J6QgxhgWLlyoN5lMrzPGAqbUyS8PF3dFrVa/2alTp5lLly7Vyh0LIf7o4MGDmDp1Kszm4ieTBUHA7NmzMWjQIB9E5jspKSmYMmUKkpOT8yUtarUakZGRmDVrFurXr5/vOampqXj//fexf//+fJ9v0aIFGjdujKZNm6JBgwaoX78+atWq5fHTEv7JbDYjOTkZV65cQVJSEv766y8kJiYiLS0NNpsN1atXx1dffYWIiAivxkFIoNm3bx/efPPNRIPB0IQxJskdj7sCLiHjOE4rCML1r776qlKrVq3kDocQv/TYY48hIyPDrbGiKGLjxo0BeXRSeno6ZsyYAcYYdDodQkNDwfM8du7cCavVCknK/7NYo9Hgueeew7///W/n527duoWlS5di165dcDgcsNvthd5LpVJBo9E4x3z11Vce7d+2f/9+zJs3DxaLBVarFXa73bn0bDKZIEkSOI5DrVq1MGHCBPTp04falRDyD3a7HdHR0YbU1NThjLGdcsdTEgGXkAGAUqkc17hx449/+OGHEIUioFZdCfGJjh07wmg0ujVWoVCgUaNGiI2NBc/zXo6sbO7cuYPFixdDkiS0bt0av//+O/bs2VNkElUYURSxd+9e2O12fP7559i6davLRKwoDz30EL755psiH8+b4UpJSUGjRo3yLY0W5rvvvsN7771X6GMKhQI8z2PRokXo1q0bOI4rUayEBIt169ZJS5YsOWkwGB5hAZbgBGRCxnGcQqfT/f7GG2+0fPLJJ+knEyH/0LZtWzgc/+ulrFAoCswW3U8QBIwcORKTJvntubvYunUr3nvvPefskUajgUKhKHEdlVqthtVqhUajgSRJpW5xodFosG7dOlSuXBlXr17FlStXcPHiRVy8eBEpKSnIyclxznA5HA5UqVIFTz75JPr37486deo4r2OxWLBv3z6sXbsWFy9eBGOs0JgEQUC9evWwdOlSiKKIU6dO4dixY7BYLHjyySfRpk0bStRIULtz5w769+9vMplMDzPG/pQ7npIKyIQMADiOeygkJCR+9+7dYlhYmNzhEOI3GGMYOHAg0tLSYLFYwPO8c/nLVV2ZRqPBihUrEBkZ6cNo3bN//3688cYbbtXF+YpCoQBjDGq1GiqVCna7vdj41Gq1c9lx8ODBSE5Oxs6dO6FQKNya0VQoFOA4DhzHQaPRwGg0Ov8eEhKCmJgYDB8+HOHh4Z56mYQEjDfeeMN04MCBFUaj8VW5YymNgE3IAECn030VHR09Ys6cOWU7zI+QcsZsNuP999/H9u3bIUkSIiIiEBUVhQ0bNrhMGipXrozt27cjNDTUh9G6lpKSgpiYGLeXYIsjiiIeffRRHD16VNYET6PRwGazuZy5LCme59G9e3d89NFHHrsmIYHgzJkzeOGFFzLNZnM9xliu3PGURkAXYBmNxte3bdtmu3DhgtyhEOJXBEHA3Llz8fHHHyMmJgYbNmzA5MmTMWPGDGg0miKfp9frMWvWLB9G6prVasX48eM91t6B53m0bNkSH3/8MTp06CBrzZzFYvFoMgbcK2jW6wOiByYhHuNwODB79myD2Wz+d6AmY0CAJ2SMsbtWq/X12bNnGzz9g42Q8qBz586YPn26s5ZpyJAhWLJkCURRLHS81WrF0aNHsXXrVl+GWaS7d+/i1q1b8NRMvkajwQcffACO4zB37txyuUsxr3bQbrfj5s2bHvvaEeKvvv/+eyk9Pf0vAN/JHUtZBPSSJeAs8D83Y8aM5k888QRVtBLihkuXLmHcuHHIycnJV/yfRxRFbNq0KV/xeXFsNhsWL16MXbt2oXr16qhfvz6aNGmCvn37olatWqWK0+FwoF27dh6ZSRJFES+++CLGjRvn/NyaNWuwdOlSjy2H+oMqVaqgatWquHz5MjiOQ1hYGKKjoxEdHY2mTZtS4T8pVzIyMtC/f3+T0WjswBj7Q+54yiLgEzIA4DiufWhoaNzu3bvFChUqyB0OIQEhPT0dTz75JLKzsws8plAo0LhxY6xcuRIxMTHo2bMnJkyYgJCQkAJjr1y5gt27d2PVqlUF2keoVCpwHIdWrVrhueeeQ5cuXUrcULVbt264e/duyV9gIcLDw7Fz505otff6Sp89exYvvvhiuV/m43keKpUKISEhiI6OxsCBA9GkSRO5wyKkzKZPn27av3//V0ajcYLcsZRVuUjIAECn0307YMCAp2bPnl10gQwhJJ9nn30Wp0+fLvQxQRDgcDicLRhEUcSYMWPw7LPPIj09HTt37sS2bduQkZEBq9Xq3HFotRZ+UolWq4VarcaIESPw1FNPFbsTMCkpCfPnz8eZM2dgsVjK9kL/ptFoMHjwYMycORMnTpzAl19+iXPnzgXMEUT3ty/RarWlmtnjeR48z2P48OF47bXX/L73HCFFua+Qvz5jLEfueMqq3CRkHMeFC4JwZe3ataFNmzaVOxxCAsKkSZOwb98+t8drNBpYLJYCyZpCoYAoijAYDPk+djgcBXYyqtVqiKKItWvXFji+CLhXN/bJJ59gx44dHt+FmPcatFotLBZLQCxVchyXrw6suJ5y7hIEAQ0aNMCSJUtQvXr1Ml+PEF9yOBx48sknDVevXn1RkqR1csfjCQFd1H8/xliG1WqdNmfOHEN5STIJ8baRI0fiwQcfBABn4b8reTNVZrM5X/NSSZIgSRLq16+PlStX4tSpUzhy5Ah69OhR4LpWqxU5OTkYOXIkkpKSnJ83m81Yvnw5+vTpg23btnllF2Lea8jMzPT7ZCzvFBLGWL5lXk99TcxmMxISEvDcc8955HqE+NIPP/wg3b59+wJjbL3csXhKuZkhAwCO45Q6ne6PmTNnNh00aBBVrhLiJpvNhpiYGCQnJyMyMhJ3795FSkqKcxeiq+RFrVZDrVZjypQpGDJkCO4/zkySJMybNw/bt28vtOdXaGgoVq9ejbt372LKlCkwm81+1fw1GDRv3hyrVq3yaO+5vJlSnU7nsWsSkiczMxN9+/Y1GY3Gjoyxc3LH4ynlKiEDAI7jOoaGhh7YuXOnWLFiRbnDISRgpKSk4Pvvv8eUKVOgUCjgcDhw9epV/Pbbb/jggw8KrePieR6tWrXC0qVLUdSGGsYYPvzwQ6xdu7bQFgwhISHo0aMHdu3aVepjjALJP5cg5cRxHNRqNRwOB8aMGYMXXnihxEkUYww3b97E6dOn8euvv+L48eO4desWAKBChQp44IEH0LZtWzRv3hxNmzZF7dq1aacnKZM33njDfODAgW+MRuNLcsfiSeUuIQMArVa7LCoqasyiRYsKb7ZECCmRCRMm4NChQ+B5HkqlMt8sliAI+P7774s9PPv999/Hxo0bCy2gVygUUKvVNDvmYzqdDlarFTabDRqNBmq1Gq+++iqGDh1aZLG/3W7HxYsXcfr0aRw5cgRnz56FxWKBUqkscib1/ppCSZJQr149tGrVCj169EC3bt28+RJJOXPo0CG8/vrrt00mUyPGWLnaHl0uEzKO43SiKF5auHBhzR49esgdDiEBLzk5GbNnz0ZUVBTOnDmDQ4cOOR/jOA516tTB5s2bizwFIDc3F126dHFZ/+RPM0ee4qkCfG9RKpUF+tCJooiKFSti1qxZiIqKgl6vx++//46TJ0/i6NGjuHz5MlQqFRwOR5l3vwqCgLFjx2L8+PHOZc7CWqsQAgA5OTmIjo42ZmVlDWSM7Zc7Hk8rlwkZAHAcFxUaGrqHli4J8azdu3dj7ty5+WZDlEolXnzxRbz0UtErCJs2bcKCBQuCZhYs7zD3wpKeQCCKItRqNQwGAwRBgNFo9EpyKQgCBg4ciPT0dMTHx2P8+PEYP368x+9DAt/06dNNBw4c2GAwGMYVPzrwlNuEDKClS0K84c6dO+jVq5dz96TNZsOAAQMwfvx41KhRw+VzV6xYgS+//LJcJ2X3L7/mtQkhruUlr8C9/mqHDx8ul8dakdL7e6nylslkalzelirzlOuEjOM47d9Ll7Vo6ZIQzzl//jxycnLAGEPLli0RFhbm9nMXLFiAzZs3B0wz1pLSaDTo0aMHDh48WG5fozfpdDosWrQInTt3ljsU4ifK+1JlnnKdkAG0dEmIv5EkCdOmTUNcXFy5mylTKBTQaDRgjJW71+ZLffr0wX/+8x+5wyB+orwvVeYpN41hi8IYi7fb7d/OmzeP3qoS4gcUCgUWLFiA1q1bF7kJIFBJkgSTyUTJWBnFxcXRUi8BcG+pcv/+/TlGo/FVuWPxtnKfkAGAyWSaEh8fn7l/f7md6SQkoKhUKixduhQRERFyh0L8kFKpxOHDh+UOg8gsJycHb775ptFkMo0or3Vj9wuKhIwxZjSZTE/PmjXLlJWVJXc4hBDc28XXuHFjucPwKGp46hkGgwEbN26UOwwis/nz55usVusGxtgBuWPxhaBIyIB8S5f+fYAdIUHk6tWrcofgUeW9JteXfv31V78/b5R4z31LlZPkjsVXyn1R//1o1yUh/qVr167IzMyUOwzih7RaLdq3b4+2bduievXqqFGjRrmsOyQF3berckCwzI4BQZaQAf/bdbl9+3axcuXKcodDSNCy2+146KGH/LqTPZGfUqmERqOB1WrFvHnzMGDAALlDIl42bdo0U1xc3HqDwfC83LH4UuGHlZVjjLF4URQ/mzp16ssrVqzQKhRBs2pLiF9JS0uDRqOhXl3EJYfDAaPRCJ7n8fDDD8sdjttSU1Oxdu1aJCQkQKvVIiQkBKGhoQgJCYFWq0WlSpXQo0cPuGrHZDQasXXrVnz99ddQKBSYOnUqyvvqztatW1lc3P+3d+9xNtX7/8Bfn31ba++1BzlqJJfc8qXD1JEUQoj8kjsjd4nojMZpdFFfHFRHGjlmhFAJyf3opCNCRRwZt4RMmAuDkXGZ2Xtd9mWtz+8PM/NVKZfZM2vv2e/n49EjPJrZr6nYr/msz+f9+eZ8ND2qLBJ1K2QAwBizSZK0Z8SIEfcOHz486kopIeHgu+++w9ixY+H1lvvDUyRE+vXrh9dee83sGL+Lc449e/ZgwYIF2Lt3LwzDQDAY/M0/Z7Va4XA4oOs6WrRogUGDBqFZs2bFh0JOnjyJxYsX49///jcAFH/TIggCvvvuO1it1rL7ospQZmYm4uPjFVVVH+acHzQ7T1mLyjLCOQ8yxrrOmzfv0AMPPBATFxdndiRCok5OTs4136wI+TVBENCoUSO89NJLZke5Jk3TsH79eixcuBAXL1687qqvruvF/8zXX3+N3bt3Q5Ik9OrVC2lpaTh06BB0Xf/N7w+bzYajR4/i3nvvLbWvxSw+nw8JCQmy3+8fF41lDIiiU5a/xjk/qWnaoMTERCU/P9/sOIREnZMnT9IAVXJdDocDDRs2xIIFC0p8vyXnHGlpaZBlGcCVQb4FBQUAgFWrVuHUqVM39flyc3Px9ttvo02bNpg+fTpOnz59S4/gFUXB+fPn8f7772Pv3r3w+XzX/GbF7/dj9+7dN/35I8G0adN8Fy5c+ErX9ffMzmKWqFwhK8I5/9Tlci0eP3784HfffddFM4QIKTsnTpwwOwIJcw6HA/Xr18f8+fN/93RlQUEBfvjhB1itVjz00EPFv+7xeDBw4ECIooi7774bderUgd/vx/z58wEAQ4cOxaJFiwAA48ePx9tvv43bb78da9asQUxMTPHnycjIwLZt22AYRvEBFMMwsH//fuzevRuccwQCgZB8vdf7PIFAAN988w2GDRsWktcLF19++SU+//zzS6qqDuTRuI+qUFTuIbsaY0xwuVzfJyYm1u/fv3/UrhgSUtaGDBmCgwcP0mNLck12ux21a9fG4sWLIUkSgCuP+k6cOIGDBw9i165dOHDgAC5cuAAAaNmyJUaMGIFNmzYhKysLGRkZyMvLK16FLbpntGgFy+l0Fv/YbrcjEAjAbrfj0UcfxYwZMwAAhw8fxvDhw4s/R9H7JefctJlz5W0fWU5ODnr16qUqitKGc55mdh4zRX0hAwDGWD1RFA8sXrxYatiwodlxCIkKeXl5WLBgAdasWQPOOfx+v9mRSJiw2WyoXr06Pv74Y8iyjOXLl+O7777DsWPHYLPZYBjGLx53u1wuvPXWW3jttdeKH0HeKKvVCl3Xf/HjtWvXQlEUjBw5MuyG09psNmzfvh1ut9vsKCUWCAQQHx8vZ2dn/93n80X9bfJR/ciyCOf8uMVieWbMmDHvf/rpp66i78YIIaWnSpUqGD9+PBhjWLVqldlxSJiw2WyIjY3FkiVLIEkShgwZghMnThSvSF2ruLvdbhw4cOCWLiQvKmMWi6X4xxcvXsSYMWPCciRLbGxsuShjADBz5kz/mTNnvvP7/TPMzhIO6BFdIcMwlns8nrUTJkxQadWQkLKxbdu+xNRWAAAgAElEQVQ2rF69mlbHSDFJkrB06VJUqlQJy5Ytw+nTp//w8aAoiujRowc+/vjjWypkRQzDQNOmTfHee+8hISEhLMsYADz88MNmRwiJwt/7HlmW+0bzvrGrUSG7iqIoz+7YsePcv/71L/qfg5BSlp6ejnHjxpXoTZSUL06nE8899xyqVKmCs2fPIiUl5brFKBgMYsGCBSU+set0OnHHHXcgMTExbE//SpKEFi1amB2jxHJzc/Hyyy+rqqr24JxfMDtPuKBCdhXOuaIoyhPTpk1T6QQYIaXn/PnzGDFiRNiuQhBzWCwW9OzZEz6fD//617+gaRpstt/fWeNwOMA5D8n1W1arFZs3bw7bMgZceVz7l7/8xewYJRIMBjF27FjZ7/e/xTnfbnaecEKF7Fc450d8Pt/zzz33nEITxAkJnYKCAuzfvx8rV67E0KFDb3rzNSnfBEHAoEGDcPbsWfTs2RPz5s0r3sD/aw6HA1WqVCmedh8KqqqGbHxFaRAEAY8//jj+9Kc/mR2lRGbNmuXPyso66Pf7Xzc7S7ihTf3XYBjGB5cvX34kKSmpz9y5c+m+S0JK4Ny5c+jbty8KCgogiiKCwWBYr0IQc1gsFrhcLvTt2xc+nw+cc+i6/ov9YxaLBYZhwO/3Iy8v7w9Xz25WqIpdaalcuTImTJhgdowS+c9//sNXrFhxWVXVbpzz8P4XbgJqGtfArzy7HPn999//OGvWLNptTEgJ+Hw+qKqKYDAIr9dLZYz8RtEcsLlz50LTtF/M+7Lb7bjW0G5BEKJmhp0oikhNTYXT6TQ7yi07fPgwJk2apKqq+hjn/LzZecIRFbLfwTn3y7Lc+ZNPPsnfsGEDbfIn5BZJkhT2qw/EHEVFKxAIgDEGVVXBGIMkSWCMwWKxgDFWXNCufnwZLYdBnE4nEhMT0aBBA7Oj3LLz589j1KhRqqZpg6L1nsobQYNhr4MxFieK4s5Fixa5yuOFroSUltWrV+P999/HuXPnwBij0RbkphStmkUzu92Opk2bYv78+ddcJYwEfr8f/fv3l7Ozs2eqqhrZz1xLGa2QXQfn/HtN0waPHj1aycvLMzsOIRHj7NmzOHPmDAKBAJUxcsOKrgSK9jIGXLmBYPr06RFbxjjnmDhxopqTk/O1pmmTzM4T7qiQ3QDO+RpFUf45evRomd5YCPljwWAQOTk5cLlcEb3nhZQ9xhg93i4kCALeeecd3HbbbWZHuWWLFy/Wv/rqq9OyLMdzzks+m6Sco0eWN4gxZpEkaf2jjz766JtvvilG6ncshISapmmYMmUKjh07hnPnziE/Px+CIMBqtcLn89FKByE3SRRFxMfHY9y4cWZHuWU7d+5EYmJivqZpcZzzbLPzRAIqZDeBMeZ2uVz7ExISag8aNMhqdh5CwoGmaXj44Yej5sQbIaXJYrGgbt26WLFiBex2u9lxbklWVhb69eunyrLciYa/3jh6ZHkTOOdeRVEeS0lJ8e7cudPsOISEBVEUcf/995sdg5Sxor1eRZo2bYrHH3/cpDTlhyAISElJidgy5vF4MHLkSEXTtL9RGbs5VMhuEuc8S9O0bi+88IKanU2rsIRkZGTgzJkzEbvxuKwxxiAIAgRBuKmPCRdFuX+912vv3r344osvzIhUboiiiEmTJqF69epmR7kluq7jb3/7m5Kfn78sGAy+Z3aeSEOF7BZwzr/x+XxJI0aMUOj6FxKtOOdYunQp4uPjcebMGdD2hxvDOYfP5yueo+VwOP5wNeTqOVzhwOfzQRRFs2OUOw6HA23btsUTTzxhdpRbNmPGDP+hQ4d+UBTlObOzRCLaQ1YCLpdrbp06dQYvWrTIRX9AkWiTlZWFJ5980uwYUSfcCprNZqP9gyFwxx134LPPPoPL5TI7yi1ZsmSJnpqaekZV1fs55xfMzhOJaIWsBFRV/WtmZuaXL7zwgkJHtUk0MQwDubm5qFGjRsTudYlUv1fGQnmv480QRZFWzEpIEASkpqZGbBnbsGEDT0lJuayq6iNUxm4drZCVEGNMkCRp62OPPfaXKVOm0DgMUu4dPXoUI0eOhM/ng6IoZschCN2q2a18HqvVCsMwwmrVLpI4nU6MHj0aw4YNMzvKLfnvf/+L559/3qNpWkvO+Q9m54lktEJWQpxznyzLj2/atClr9uzZNHCJlHtHjhyBqqpUxsII5/wXG/9vdcXqVkoVlbFbZ7PZ0LBhQwwZMsTsKLfk8OHDSExMVDRNe4LKWMlRIQsBzrlHUZQ2S5YsOb98+XKaRkzKNZvNFlan/sgVRaVMFEU0bty4zB4jUhm7dU6nEzNmzIDFEnlvxdnZ2RgxYoSqquoAGm8RGpH3f0GY4pz/rKrqIzNmzMjftGkT/QlFyi2bzRaRbyDRoOgE59GjRzFu3DhUqVLlN+M16L9deBBFEW+//TaqVKlidpSblpeXh2HDhimqqv6Nc77O7DzlBf3ODCHOeYamae1ee+01OS0tzew4hJSKXw8EJeGFcw6Px4PXX38deXl5xeM1ihjGlUV8QRAgSZJphwGimSiK6NmzJ1q2bGl2lJvm9XoxbNgwuaCg4O1AIECzxkKIClmIcc4PaJrWNSEhQU1PTzc7DiEh53Q6r3kBNL2x35zSunjd4XCgUaNGqFmzZvGvXesRs8/ngyzLNLKijDHGcOedd0bkPZV+vx+jRo2Sf/755098Pt9ks/OUN1TISgHn/CtVVYcMHz5cycnJMTsOISH18MMP49lnn4XL5YLD4QBwZbXl7rvvplJ2HRaLBZIkwel0QlVVAAj52BC/348jR44gLy+v+Ndon1f4EEURqampETcuRtd1JCUlqcePH/9aUZRRnP6nCjkqZKXEMIxViqK8PHToUOXCBRrLQsoPu92OZ555Bl9++SX69+8Pt9uNKVOmoHfv3hH3JlPWDMOALMtQVRUWiwVutxtxcXEl3oB/rRUwOgUbPoq+UREEAcnJyahVq5bJiW4O5xxvvPGGLy0t7aAsy7045zR4sxTQHLJS5nQ6/3HXXXeNWbp0qeR2u82OQ0ip0DQN7du3RzRfJXYrM7zsdjuqVauGG70X949eI9wm+JMrGGO47bbbkJ+fj5SUFLRu3drsSDdtzpw5gY8++ihLUZRmnPN8s/OUV1TIShljjLlcrgW1atXq9+GHH0qSJJkdiZCQ8vl8SElJwcqVK6FpmtlxIo4gCL/ZeE/KD0mSkJqaivr166NSpUpmx7lpCxcuDM6fPz9XVdVmnPNcs/OUZ1TIygBjzOJ0Oj+sU6dOrw8++ECK1OsxCLlaXl4eli1bhmXLlsEwjOI9USQ0LBZL8YnIa/2cRAaXy4WdO3dG5OnkRYsWBefMmfOzqqoPcs5Pm52nvKMduGWAc24wxoZlZmbaR4wY0XXhwoVSaZ2wIqS0/fTTT1i4cCG2bNkC4MomchJ6hmHAZrPBbrdDVVUqYxGIMYZ27dpFZBlbsmSJPmfOnDxVVR+iMlY2aIWsDDHGrC6Xa1mDBg26zJ8/30UX8pJIEgwGMXz4cBw+fBiBQKBcFwSr1XrN0R6E3AxJkjBjxoyImzf2ySef6DNnzrxQuDJ2YxscSYnRKcsyxDnXFUXpn56e/sWoUaMU2jdCIonVasWpU6fg8/nKdRkD8JsyRldFkVuh6zoefPBBs2PclJUrV+rvvPPOxcKVMSpjZYgKWRkrLGXxP/7445ejRo1SaBM0iRSMMQwePLjM7kgMJ/QkgdyKRx55JKJGwaxcudJ4++23L2ma9jDnPNPsPNGGCpkJOOdBRVF6Hzly5IuRI0fKtBmaRIoePXpQOSHkBkiShCeffNLsGDds2bJlenJy8gVN05pzzk+YnScaUSEzSWEp65uenv75M888I9MQRxIJKlasiHbt2tEF1YRcRzAYRIsWLcyOcUMWL16s//Of/8wr3DOWYXaeaEV/qpqoaE/Z8ePHP3366adlWZbNjkTIdQ0cOLD4yiRCyLU99NBDEATB7BjX9cEHHwRnz55dNNoiy+w80YwKmckKS9mgjIyMNcOGDZO9Xq/ZkQj5Xbm5uZgwYYLZMQgJa5IkoWvXrmbHuK4FCxYE582bV1TGTpqdJ9pRIQsDnHNDVdVhWVlZywcOHCjT3ZckXF26dAmXLl2iU4eE/AG/349WrVqZHeN3cc4xc+ZM/4IFC84WTuDPMTsToUIWNgpL2YjTp0+nxsfHKzk59PuDhJ+GDRti8+bNGDNmDNxud1SeuCTkepo2bYpwvZElGAzitdde05YvX35MVdWmnPMzZmciV1AhCyOcc66q6viLFy++HB8frx49etTsSIT8hsPhwKBBg7BlyxY8/fTTcDqdtKeMkEIulwvdunUzO8Y1qaqKv/71r8rWrVvTFEV5iHN+3uxM5P/QpP4wZbFYejudzsWzZ892NmvWzOw4hPyu/Px8zJs3D6tXr6bLxUnUs9vt+OabbxATE2N2lF/Iz8/HyJEj5aysrA2KogzgnNOdZ2GGVsjClGEYqxVFeeK5557zfvnll9SaSdiqWLEiXn75ZSQlJdEjTBL1GjduHHZlLDc3F/Hx8UpmZuaHiqLEUxkLT1TIwhjn/CtN01q/+uqrl5cvX16+76ohEa9fv35ISEigUkailiiKGDBggNkxfiEjIwN9+/ZVzp8/P0VRlDGcc3ovCVNUyMIc53y/pmkPvPPOO7mpqakBesRMwtmQIUMwYsQIKmUk6oiiiJEjR6Jjx45mRyl24MABDBgwQM3Pz3/O5/O9ZXYe8sdoD1mEYIzd4XK5vu7YsWPtv//976LVajU7EiG/KyUlBUuWLKE9ZSQqiKKIIUOGICEhwewoxbZt24akpCRF07TenPMNZuch10crZBGCc/6zoijNv/zyy31jxoxRfD6f2ZEI+V1jxoxB3759aaWMlHuiKKJHjx5hVcbWrVtnJCUlFWia1p7KWOSgFbIIwxhzuFyulbVr1+4wf/58qUKFCmZHIuSaOOd4+umnceDAAQSDQbPjEFIqBEHAli1bULFiRbOjgHOO999/Pzh//vxLqqq25pzT7KQIQitkEYZz7lcUpWdGRsaS3r17K9nZ2WZHIuSaGGOYNm0azSgj5ZbNZkOXLl3CoowFAgFMmDBBW7BgwUlVVe+nMhZ5qJBFIM65oSjK6PPnz4+Lj49Xd+7caXYkQq4pNjYWL730EpxOp9lRCAk5q9WKp59+2uwYuHDhAgYOHChv3rx5u6Io93HOT5udidw8KmQRLBAIzJVl+fHExMT8xYsX6/T4mYSjnj17omHDhqCDKKQ8cTqd6N69O2rWrGlqjqNHj6Jnz55KRkbGbFmWH+ece0wNRG4Z7SErBxhjd7tcrs3t2rW7a/LkySI9IiLhJjc3F127doWqqmZHIaTERFFE+/bt8eabb8JiMW9dY+PGjXzChAmqpmnDDMNYaVoQEhJUyMoJxphbkqSVNWrUaD137lypSpUqZkci5BdWr16N6dOnUykjEU0URbRq1QrJycmmrfoahoHZs2cHli5dmq+qakfO+X5TgpCQokJWjjDGLKIoTnE6nX+bO3eu69577zU7EiHFOOcYMmQIDh48CF3XzY5DyE0TBAHNmjVDamoqbDabKRkURUFSUpKyf//+nwofUZ4zJQgJOSpk5RBjrJcoiounTJni7Ny5MzM7DyFF6NEliVSCIKBJkyZ47733YLfbTcmQk5ODZ599Vs7Ly1unKMpwzjkNpCxHaFN/OcQ5X6NpWotJkyadnzlzpt8w6OoyEh6qVq2KF198kU5dkojicDjQoEEDzJ0717QylpaWhj59+qhnz559TVGUQVTGyh9aISvHGGO3S5L0n7i4uEYzZsxwud1usyMRAs45Bg8ejB9++IEeXZKwZ7fbUbduXXz00UdwuVymZFi+fLkxY8YMWdO0npzzzaaEIKWOClk5VzjZ/71KlSr1fffdd1316tUzOxIhOHv2LHr16gWv1wv6M4iEs8qVK+Pzzz+HGd/QqqqK119/Xdu8eXOuoiiPcc6Pl3kIUmbokWU5xzn3y7I8LDc39/n+/fsra9eu5fQGSMx25513Yvny5fjTn/5k2uZoQq5HEAS0bNnSlDJ24sQJ9OzZU9myZcsXiqLEURkr/2iFLIowxu51uVzrW7ZsGTt16lSnJElmRyJRLi8vD0OHDsWZM2cQCATMjkNIMUEQ0L9/fyQkJJTp9V+cc6xbt47/4x//UP1+f6Ku6+/Td9HRgQpZlGGMuVwu17yYmJheqamproYNG5odiUQ5j8eDkSNH4tixY/D5aJ8yMZcoiqhSpQqSk5NR1qODZFnGxIkT1W+//facoihdOOeHyzQAMRUVsihlsVj6CYKwcOzYsc7+/ftbGKPpGMQ8Pp8PY8eOxZ49e6BpmtlxSJQSBAEDBgxAQkJCmZ+mPHr0KBISEhSPx7NWUZRnOedKmQYgpqNCFsUYY/VcLtf6pk2b1vjHP/7hqlixotmRSBTTdR2TJk3Cpk2baE4ZKXMOhwMdOnTAW2+9VaavyznHJ598YsycOVP1+XwjDcNYVqYBSNigQhblGGOC0+n8p8vlGjxr1ixXXFyc2ZFIFOOcIyUlBUuXLqWVMlKqGGPgnMPlcsHtduOpp57CU089hbLcW1tQUIDx48cre/bsySl8RHmszF6chB0qZAQAwBjrJoriklGjRjmHDRtmM/PCXBLdPB4POnToAEWhJzakdIiiCE3T0LhxY7zwwgto2rQpynrbxvfff4/ExERFVdWliqI8T4NeCRUyUowxVlOSpH83atSofnJysqty5cpmRyJR6P3338e7775Lpy5JSDHG4HK5YBgGJk+ejM6dO5uSwzAMfPjhh8F58+apmqYN5pyvMyUICTtUyMgvMMbsoii+abfb/zp16lRn+/btzY5Eoszly5cxdOhQnDp1Cn6/3+w4JMKJoghRFNGuXTs89thjaNasGQRBMCXL6dOn8corr8jHjh07IctyV855tilBSFiiQkauiTH2iNPpXN6qVavbJk6c6KxUqZLZkUgUURQFI0aMQHp6Oo3CILdMEAQMGTIEzz33HKxWq2k5OOdYuXKlMWPGDE3X9Tf8fv90znnQtEAkLFEhI7+LMeZyOp3Jdrt9yNSpU13t2rUzOxKJIn6/H8nJyVi7di0CgQAMwzA7EokQdrsdbrcbs2bNwv33329qltOnT+Pll1+Wjx8/niXLcl/O+RFTA5GwRYWMXBetlhEzZWZmYsqUKTh8+DCNwyDX5XQ60axZM7z55pswc5QPrYqRm0WFjNwQWi0jZtu2bRtSUlKQkZEBh8MBWZbNjkTCiMvlgiAIGDNmDHr37l3mpyavdtVeMVoVIzeMChm5KbRaRsxWUFCAXbt2YcuWLdi+fTuCwSCCwSCdyoxCgiCAc44WLVpgwIABePDBB2HmyJ6rVsV8uq6/Tqti5GZQISM3rXC1bIbNZhvy+uuvO2m1jJiFc45jx45h27Zt2LRpE44fP06rZ1GAMQaHw4E+ffpg1KhRpj6aLEKrYqSkqJCRW1a4WraiVatWlWi1jIQDWZaLV8+2bdsGv98PXddpfEY54nQ6UadOHbzxxhuoW7eu2XFoVYyEDBUyUiJXr5a98sor4pNPPsnoonISDjjnyMjIwPbt27Fx40akp6fT6lkEczgcEAQBr776Kp544glT94gVOXbsGCZNmiRnZGRky7Lch1bFSElQISMhwRh7UJKkRTVr1qw5depUqUGDBmZHIuQXFEVBWloatmzZgq1bt8Lv99OpzQghiiK6dOmCpKQkuN1us+PA6/UiNTXVt3bt2kAgEBiv6/o8WhUjJUWFjIQMY8xqsViecTgcb3ft2tWRmJgoVKhQwexYhPxGIBDAp59+ipSUFGiaRsUsTFksFoiiiLfeegtt27Y1Ow4451i/fj2fNm2aquv6OlmW/8Y5/9nsXKR8oEJGQo4x9ieXyzXDarX2femll8SuXbsyuqychKNAIIDVq1dj9uzZCAQCVMzCiCAIqFatGubMmYPq1aubHQc//fQTJk6cKGdlZeXIsjyUc77L7EykfKFCRkoNY+wBSZI+ql69eq2pU6dKDRs2NDsSIdfk8/nw8ccfY86cOXRVU5jo1q0bJkyYYNq9k0U8Hg9SUlJ869atCwQCgZd1XX+Pc66bGoqUS1TISKlijFksFstwh8Mxo0uXLo6xY8cK4XBEnZBf45zjgQceoBOZJnM6nZg2bRrMHqfDOcdnn33Gp02bphmGsabw8WSeqaFIuUaFjJQJxlhll8uVbLFY+r344oti9+7d6TEmCTs9evTA8ePHzY4RtURRxNKlS2H2oaD09HRMnDhRzs7OPln4eHK3qYFIVKB3RFImOOcXZVl+2uv1PjJ9+vTDffr08R46dMjsWIT8QqNGjcyOENV0XYeZB4EuX76MqVOn+gYOHOg5evRokizLjamMkbJChYyUKc75XlmW444fPz522LBhlxISEpTMzEyzYxECAGjYsCHsdrvZMaJWTEwMJEkq89dVFAXvvfdesGPHjtr69es/1jStNu0VI2WNChkpc5xzQ9f19zVNq75z5843+vTpI//v//6vdu7cObOjkSgnSRJsNpvZMaKS0+nE/Pnzy3SFLBAIYPny5UaHDh3URYsWbVBVtYksy8M55xfKLAQhhaiQEdNwzhW/3/+mz+ersXHjxjldunRRk5OT/fn5+WZHI1HK6XSaejl1tBIEAdOmTSuzvWOGYWDDhg3o1KmTPGvWrP96PJ5WHo+nK+f8WJkEIOQa6E8eYjrO+SVVVZM0Tau/atWqFR07dlQXLFig00woUtbsdntYXMkTLaxWKwRBwPPPP18mpyo559ixYwe6devmnTx58o/nz5/v6vF4WnHO95X6ixNyHXTKkoQdxlgDt9v9jsVieTQxMVHs0aMHo309pLRxzjF48GAcPHgQhmGYHafcE0URzZs3x/jx43HXXXeV+usdPHgQ06ZN8544ceKyoihjAazl9AZIwggVMhK2GGPN3G53qsvl+vNLL70kdezYkVYvSKnZuHEjJkyYQNP6S5nT6UTVqlUxefJk3H///aX+ehkZGUhOTpb37Nnj0zTtZc75Irp3koQjKmQk7DHGHpMkKTU2NvaupKQk9yOPPELFjISUoijo2LEjaP9i6WGMQRAEJCUloW/fvqW+V+/UqVOYO3eutmnTpqCu668Hg8EUzjm1bRK2qJCRiMAYswDoJUnStMqVK9+RkJDg7tixI52IIyExbdo0rF69mq5NKiWCICA2NhapqamoU6dOqb5Weno65s6dq3z77bccQKrP55vOOb9Uqi9KSAhQISMRhV1ZGuvsdrvfEEWx/ujRo13dunVjZt93RyLXyZMn0bNnTypjpUQURXTp0gWvvPJKqd5LuW/fPrz77rvegwcPBoPB4FvBYHAO57yg1F6QkBCjQkYiFmOsVUxMzBsAmj3zzDOO+Ph4qxlDJUlk++GHHzBy5Eh4vV6zo5QLjDFc/b4ya9asUjtByTnH9u3bMXv2bG9WVpbs8/kmG4bxIedcK5UXJKQUUSEjEY8xFud2u6fout5xwIABtkGDBtkqV65sdiwSIQoKCtCmTRsEg+Vvn/evy1FZ27JlC+64446Qf15d17Fp0ybMnj3be+HChfOyLP8vgJW0WZ9EMipkpNxgjNWTJGlCMBjs2717dzZ8+HDhzjvvNDsWiQAPPfQQZFk2O0bIXF3ELBZLqY/xcDgc8Pv9xT9PTk5GaZyK9vv9+PTTT/ncuXMVVVVPeL3e1wB8TuMrSHlAhYyUO4yxaqIovsw5H9G+fXuMGDHCWa9ePbNjkTDWrVs3ZGRkmB0jJMpyVcxqtULX/++6x4kTJ6J3794hL2IejwerV682Fi5cqBmGsdfr9b7GOd8e0hchxGRUyEi5xRirbLfbE61W6/P16tWzDh06NKZdu3Z0eTT5hV27dmHMmDHQNNp2dDNEUSz+dzZq1CiMHj065KMsjh49iqVLl2pffPEF7Hb7Jq/X+3fO+f6QvgghYYIKGSn3GGMOAN1jYmJeBtDwqaeesvfp08dWtWpVs6MRk50/fx7dunWDx+MxO0pEEUURnTp1wvDhw1GrVq2QFjGfz4dNmzZh0aJFnlOnTgWCweCsQCAwn3OeG7IXISQMUSEjUYUxdq/L5RobDAYHNG/e3Bg8eLDUvHlzGjQbhYLBIAYOHIj09PSI39Bflo8pnU4n4uPj8cILL4T0901OTg5WrFgRWLVqlW6xWPZ7PJ63cGV/WGT/xyHkBlEhI1GJMRbDGBsgSdJLbrf79sGDB0vdunVjFSpUMDsaKSPJyclYsWIFPaq8QU6nE7GxsXjxxRfRunXrkHxOwzCwY8cOfPTRR94DBw4wi8WySFXVFM75TyF5AUIiCBUyEtUKB822dLvd4wKBQKdOnTrxAQMGOBs1amR2NFKKtm3bhqSkpHJRxkp7dazo7slx48YhVNeWXbp0CWvXrjWWLFmi+ny+M16vdxqA5ZxzpeSJCYlMVMgIKcQYi7Xb7SNtNlviXXfd5ejXr5+7U6dOrFKlSmZHIyGUm5uL7t27l6sxF6Uh1EUsGAxi165dWLt2rfLNN99YHQ7Hp16vdwaANBpbQQgVMkJ+gzFmA/B4TEzMsz6f77GmTZsGevbs6W7bti1EUTQ7HikBzjl69eqFEydOlPpsrkhks9ngcDgQGxsbkiLGOcfhw4fx6aef+tevX68zxrJkWZ5nGMYyznleCKMTEvGokBHyBxhjFQD0qFChwmi/339f+/btjR49ejgfeOABWK1Ws+ORm2QYBtq0aYPLly+bHSUsMMbgcrng8/lQv359tG3bFi1atEBcXFyJitipU6ewfv16fc2aNarH4/EGAoGFgUBgMef8WAjjE1KuUCEj5AYxxqpZrdanXC7XKIvFUq1r1672bt262e+55x46pRlBUlJSsHTpUqiqanaUMme1WiGKInw+H6pXr442bdqgZcuWuMkbHqAAAAhQSURBVO++++B0Okv0uS9duoSNGzfyVatWebKzs5nFYlmuquoHAL6jR5KEXB8VMkJuAWPsXkEQhlgslmGVK1cWevfuLXXp0sVCs83CVyAQQGJiItLS0srFZv5f+/XU/CI1atRA1apVUbNmTdSsWRO1a9dG06ZNEYoTxZqm4euvv8aaNWs8+/btszscjo1er3cBgE2c80CJX4CQKEKFjJASYIxZALSUJOmZQCDQu06dOsEnnngi5tFHH2W1atUyOx65SkZGBuLj48tlGQOu3FnpcDiK767UNA0WiwXvvvsuWrZsGbJV3IKCAuzYsQObNm2St2/fbhMEYV9BQcE8AP/inNOEXUJuERUyQkKEMSYA6CBJUl9d17tWrFjR1qlTJ6F9+/b2uLg42nNmslOnTqF3795QlOiYrCAIAnw+HwBg3759JboyLCcnB19//TXfsGGD58cffxScTud3BQUFywD8m3N+NkSRCYlqVMgIKQWFK2d/sdvtPURR7KfrerXWrVsbHTt2dLVo0QKSJJkdMerk5uaia9euUbF3jDEGQRBQu3ZtJCUloXnz5jf18YZh4NChQ9i6dWvwiy++UPPy8mCz2T6XZXkFgC855zQzhJAQo0JGSBlgjNUC0KVChQoDVVX9S5MmTbTOnTtXaNOmDWjfWdnIy8vD448/XrxqVB7ZbDZYrVY0b94co0aNQuPGjW/4Y1VVxa5du7B582Z169atAJAXCARW+Hy+tQB2c85/u0GNEBIyVMgIKWOFozQ6ud3ufoFAoFPVqlX1jh07Ss2bN7fGxcXRrLNS8tlnn2Hy5MnlrpBJkgS/348aNWqgQ4cO6N69O2rUqHHdj+OcIyMjA7t378aWLVs8+/fvF0RR/MHj8SzlnH/GOT9RBvEJIYWokBFiosIhtC0cDseToij+P1VV69evX19p3bq1+8EHH7Q2adIEgiCYHTOi5eXlYcKECdizZ0/Eb+gXBAF2ux2apiE2NhZxcXFo27YtHn74YVzvRgnOOTIzM5GWlobt27d79+zZY+WceywWy1av1/sZgA2c80tl85UQQn6NChkhYYQxFgOgpSAIHQRB+H+qqta75557lNatW7ubNWtmjYuLg8PhMDtmROCc47PPPsMbb7wBv9+PYDBodqSb4nA44HA4oGkaqlSpgsaNG+OBBx7AvffeiwYNGlx3JbWogO3ZswfffvutNy0tzWoYhtdisXzl9Xr/A+Brznl22Xw1hJDroUJGSBgrfLzZ0uFwdBBF8QlVVes0aNBAfeSRR6TmzZtbGzduTAXtGnJzc/Hqq6/i0KFDEbOJ32KxwO12o1KlSqhTpw6aNWuGP//5z/if//kfuFyu63485xzZ2dnYvXs3duzY4U1LS7MGg0HFarVuvaqAZZX6F0IIuSVUyAiJIIUFrZUgCB0FQeisKErtmjVrqvfdd58jLi5ObNSoEerWrVuiEQeR6ty5czh58iQOHz6MOXPmwO/3X3NQajgpGk0xadIk9OzZExaL5YY+jnOO3NxcHDlyBIcOHdL37dvnTU9PFwzDUGw221cej+dzAF8DyKIp+YREBipkhEQwxpgbwH0AmsbExLTmnD+oaVpstJW0YDCIli1bIhgMwmKxhPVeMYvFAqfTiWAwiISEBAwdOvQP//lfl6+9e/fK6enpDsMw/IIgHPR6vV/rup4GYC+AM1TACIlMVMgIKWeuV9KaNGkiNmrUCHXq1ClXBwb++9//4vnnnze9jDmdzuJp+UWPS202G+68807UrVsXRQW5Xr16qFOnzi8+1jAMnD17FkePHqXyRUiUoUJGSBT4VUlrwzlvpqpq1YoVK2o1a9bU77nnHrFu3brC3XffjVq1aqFq1aoRdbNAIBDAV199henTp+PixYsIBMLrGsUlS5bgvvvuK/55fn4+MjMzkZ2djczMTP2nn35SMjMzeW5urstms3kFQTjk9Xq/0XV9N6h8ERIVqJAREqUKR27cDeAeAA0kSWpis9ka+/3+OoFAIOaOO+5QateujQYNGkh33323tais3XbbbSG7FzEULl68iM6dO5t6JZIoimCM/eIAwdChQ3HPPfeAMYazZ8/yY8eOKcePHw/m5OQIwWAQTqfzFGPsiMfj2W8YRjqAnwAco/sgCYlOVMgIIb/BGJMA1AdwD2OsQUxMzP2MsYaqqtZijFkrVarku/32242qVataq1WrJsbGxtpuv/12XP3XjZwMDAXOOZKTk7F48WLYbDYIggBZLp2bfRhjsNvt8Pv9AACr1QqHw4EmTZpwSZK0goIC/88//8wuXrxoV1XV7nQ6c2022zFFUQ74/f7DuFK6fgLwM614EUKuRoWMEHLD2JWlsdsA3AmgWtHfnU5nLYfDURvAXcFg8A5N0ypbrVbjquJmqVatmli5cmW7y+WCJEm4+u9FPy76+e+N8sjPz0dBQQE++eQTWCwW3HXXXdi6dSvGjRuHdevWYenSpSH9em02GwzDgNVq5YwxXdd16Lputdlsmt1uv+RwOE7oup6tKEqmYRinAZwt/OsMgHOc88gafkYIMQ0VMkJIyBUWt4q4qrQBuNNms90uCEJlq9Va0WKxVAJQgXPuNgzDreu6KxgMOgOBgFh4ObZfEATd6XTqkiRxxhhycnLcRa9R9GcX57z4+alhGOCcM845nE5n0G63GwCg6zrXdZ0FAgGm67pF13Wr1WoN2Gw2n9VqVS0Wi2yxWDyMMQ/nPF/X9YuBQOCC3++/CCAXVwpWUdE6T0WLEBJqVMgIIYQQQkx2Y1MICSGEEEJIqaFCRgghhBBiMipkhBBCCCEmo0JGCCGEEGIyKmSEEEIIISajQkYIIYQQYrL/D4XIjiTd0OhLAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "m = Basemap(projection='ortho', lat_0=nylat, lon_0=nylon)\n", - "\n", - "m.drawmapboundary(fill_color='lightgray')\n", - "m.fillcontinents(color='black',lake_color='lightgray')\n", - "m.drawcoastlines()\n", - "\n", - "x, y = m(0, 0)\n", - "\n", - "m.plot(x, y, marker='D',color='#7DF9FF')\n", - "m.drawgreatcircle(nylon,nylat,lonlon,lonlat,linewidth=2,color='#7DF9FF')\n", - "plt.gcf().set_size_inches(11, 11)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - " \"Data \n", - "
" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/d4sci.mplstyle b/d4sci.mplstyle new file mode 100644 index 0000000..04de6b8 --- /dev/null +++ b/d4sci.mplstyle @@ -0,0 +1,44 @@ +# Data For Science style +# Author: Bruno Goncalves +# Modified from the matplotlib FiveThirtyEight style by +# Author: Cameron Davidson-Pilon, replicated styles from FiveThirtyEight.com +# See https://www.dataorigami.net/blogs/fivethirtyeight-mpl + +lines.linewidth: 4 +lines.solid_capstyle: butt + +legend.fancybox: true + +axes.prop_cycle: cycler('color', ['51a7f9', 'cf51f9', '70bf41', 'f39019', 'f9e351', 'f9517b', '6d904f', '8b8b8b','810f7c']) + +axes.labelsize: large +axes.axisbelow: true +axes.grid: true +axes.edgecolor: f0f0f0 +axes.linewidth: 3.0 +axes.titlesize: x-large + +patch.edgecolor: f0f0f0 +patch.linewidth: 0.5 + +svg.fonttype: path + +grid.linestyle: - +grid.linewidth: 1.0 + +xtick.major.size: 0 +xtick.minor.size: 0 +ytick.major.size: 0 +ytick.minor.size: 0 + +font.size: 24.0 + +savefig.edgecolor: f0f0f0 +savefig.facecolor: f0f0f0 + +figure.subplot.left: 0.08 +figure.subplot.right: 0.95 +figure.subplot.bottom: 0.07 +figure.figsize: 12.8, 8.8 +figure.autolayout: True +figure.dpi: 300 diff --git a/slides/SciViz.pdf b/slides/SciViz.pdf old mode 100644 new mode 100755 index b0b6794..7e43cf4 Binary files a/slides/SciViz.pdf and b/slides/SciViz.pdf differ